2020-07-16 19:26:53,956 - mmaction - INFO - Environment info: ------------------------------------------------------------ sys.platform: linux Python: 3.7.6 | packaged by conda-forge | (default, Jun 1 2020, 18:57:50) [GCC 7.5.0] CUDA available: True CUDA_HOME: /mnt/lustre/share/cuda-9.2/ NVCC: Cuda compilation tools, release 9.2, V9.2.148 GPU 0,1,2,3,4,5,6,7: Tesla V100-PCIE-16GB GCC: gcc (GCC) 7.3.0 PyTorch: 1.4.0 PyTorch compiling details: PyTorch built with: - GCC 7.3 - Intel(R) Math Kernel Library Version 2020.0.1 Product Build 20200208 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v0.21.1 (Git Hash 7d2fd500bc78936d1d648ca713b901012f470dbc) - OpenMP 201511 (a.k.a. OpenMP 4.5) - NNPACK is enabled - CUDA Runtime 9.2 - NVCC architecture flags: -gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_61,code=sm_61;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_37,code=compute_37 - CuDNN 7.6.3 - Magma 2.5.1 - Build settings: BLAS=MKL, BUILD_NAMEDTENSOR=OFF, BUILD_TYPE=Release, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -fopenmp -DUSE_FBGEMM -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-stringop-overflow -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Wno-stringop-overflow, DISABLE_NUMA=1, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, USE_CUDA=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_STATIC_DISPATCH=OFF, TorchVision: 0.5.0 OpenCV: 4.2.0 MMCV: 1.0rc0 MMAction: 0.1.0+c12dd0d ------------------------------------------------------------ 2020-07-16 19:26:53,957 - mmaction - INFO - Distributed training: True 2020-07-16 19:26:53,957 - mmaction - INFO - Config: /mnt/lustre/xusu/refactor/benchmark_sf_0704/mmaction-lite/configs/recognition/slowfast/slowfast_r50_8x8x1_256e_kinetics400_rgb.py model = dict( type='Recognizer3D', backbone=dict( type='ResNet3dSlowFast', pretrained=None, resample_rate=4, # tau speed_ratio=4, # alpha channel_ratio=8, # beta_inv slow_pathway=dict( type='resnet3d', depth=50, pretrained=None, lateral=True, fusion_kernel=7, 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 = '/mnt/lustre/DATAshare2/kinetics_400_train_320_frames' data_root_val = '/mnt/lustre/DATAshare2/kinetics_400_val_320_frames' ann_file_train = '/mnt/lustre/DATAshare2/kinetics_train_list_hd320.txt' ann_file_val = '/mnt/lustre/DATAshare2/kinetics_val_list_hd320.txt' ann_file_test =ann_file_val img_norm_cfg = dict( mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False) mc_cfg = dict( server_list_cfg='/mnt/lustre/share/memcached_client/server_list.conf', client_cfg='/mnt/lustre/share/memcached_client/client.conf', sys_path='/mnt/lustre/share/pymc/py3') train_pipeline = [ dict(type='SampleFrames', clip_len=32, frame_interval=2, num_clips=1), dict(type='FrameSelector', io_backend='memcached', **mc_cfg), dict(type='Resize', scale=(-1, 256)), dict(type='RandomResizedCrop'), dict(type='Resize', scale=(224, 224), keep_ratio=False), dict(type='Flip', flip_ratio=0.5), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs', 'label']) ] val_pipeline = [ dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=1, test_mode=True), dict(type='FrameSelector', io_backend='memcached', **mc_cfg), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=224), dict(type='Flip', flip_ratio=0), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] test_pipeline = [ dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=10, test_mode=True), dict(type='FrameSelector', io_backend='memcached', **mc_cfg), dict(type='Resize', scale=(-1, 256)), dict(type='ThreeCrop', crop_size=256), dict(type='Flip', flip_ratio=0), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] data = dict( videos_per_gpu=8, workers_per_gpu=4, train=dict( type=dataset_type, ann_file=ann_file_train, data_prefix=data_root, pipeline=train_pipeline), val=dict( type=dataset_type, ann_file=ann_file_val, data_prefix=data_root_val, pipeline=val_pipeline), test=dict( type=dataset_type, ann_file=ann_file_test, data_prefix=data_root_val, pipeline=test_pipeline)) # optimizer optimizer = dict(type='SGD', lr=0.3, momentum=0.9, weight_decay=0.0001) optimizer_config = dict(grad_clip=dict(max_norm=40, norm_type=2)) # learning policy lr_config = dict(policy='CosineAnealing', min_lr=0, warmup='linear', warmup_by_epoch=True, warmup_iters=34) 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_8x8x1_256e_kinetics400_rgb' load_from = None resume_from = None find_unused_parameters = False 2020-07-16 19:27:10,909 - mmaction - INFO - Start running, host: xusu@SH-IDC1-10-5-37-38, work_dir: /mnt/lustre/xusu/refactor/benchmark_sf_0704/mmaction-lite/work_dirs/sf_8x8_warm_fk7 2020-07-16 19:27:10,910 - mmaction - INFO - workflow: [('train', 1)], max: 256 epochs 2020-07-16 19:30:17,946 - mmaction - INFO - Epoch [1][20/1253] lr: 3.012e-02, eta: 34 days, 16:49:10, time: 9.347, data_time: 7.184, memory: 9061, top1_acc: 0.0047, top5_acc: 0.0201, loss_cls: 6.0057, loss: 6.0057, grad_norm: 2.2275 2020-07-16 19:30:41,339 - mmaction - INFO - Epoch [1][40/1253] lr: 3.025e-02, eta: 19 days, 12:30:10, time: 1.170, data_time: 0.005, memory: 9061, top1_acc: 0.0107, top5_acc: 0.0341, loss_cls: 5.9629, loss: 5.9629, grad_norm: 2.2689 2020-07-16 19:31:04,469 - mmaction - INFO - Epoch [1][60/1253] lr: 3.037e-02, eta: 14 days, 10:46:03, time: 1.160, data_time: 0.005, memory: 9061, top1_acc: 0.0133, top5_acc: 0.0469, loss_cls: 5.8905, loss: 5.8905, grad_norm: 2.1967 2020-07-16 19:31:27,042 - mmaction - INFO - Epoch [1][80/1253] lr: 3.050e-02, eta: 11 days, 21:06:41, time: 1.125, data_time: 0.001, memory: 9061, top1_acc: 0.0141, top5_acc: 0.0516, loss_cls: 5.8137, loss: 5.8137, grad_norm: 2.1864 2020-07-16 19:31:50,044 - mmaction - INFO - Epoch [1][100/1253] lr: 3.063e-02, eta: 10 days, 8:34:12, time: 1.150, data_time: 0.005, memory: 9061, top1_acc: 0.0172, top5_acc: 0.0596, loss_cls: 5.7681, loss: 5.7681, grad_norm: 2.1738 2020-07-16 19:32:12,832 - mmaction - INFO - Epoch [1][120/1253] lr: 3.075e-02, eta: 9 days, 8:03:57, time: 1.141, data_time: 0.004, memory: 9061, top1_acc: 0.0161, top5_acc: 0.0656, loss_cls: 5.7492, loss: 5.7492, grad_norm: 2.1310 2020-07-16 19:32:35,719 - mmaction - INFO - Epoch [1][140/1253] lr: 3.088e-02, eta: 8 days, 14:35:29, time: 1.143, data_time: 0.003, memory: 9061, top1_acc: 0.0141, top5_acc: 0.0688, loss_cls: 5.7149, loss: 5.7149, grad_norm: 2.0695 2020-07-16 19:32:58,567 - mmaction - INFO - Epoch [1][160/1253] lr: 3.101e-02, eta: 8 days, 1:27:56, time: 1.142, data_time: 0.004, memory: 9061, top1_acc: 0.0185, top5_acc: 0.0685, loss_cls: 5.6797, loss: 5.6797, grad_norm: 2.0584 2020-07-16 19:33:20,874 - mmaction - INFO - Epoch [1][180/1253] lr: 3.113e-02, eta: 7 days, 15:01:27, time: 1.118, data_time: 0.004, memory: 9061, top1_acc: 0.0193, top5_acc: 0.0716, loss_cls: 5.6744, loss: 5.6744, grad_norm: 1.9893 2020-07-16 19:33:43,844 - mmaction - INFO - Epoch [1][200/1253] lr: 3.126e-02, eta: 7 days, 6:55:33, time: 1.147, data_time: 0.001, memory: 9061, top1_acc: 0.0211, top5_acc: 0.0724, loss_cls: 5.6552, loss: 5.6552, grad_norm: 1.9490 2020-07-16 19:34:06,455 - mmaction - INFO - Epoch [1][220/1253] lr: 3.139e-02, eta: 7 days, 0:09:16, time: 1.129, data_time: 0.003, memory: 9061, top1_acc: 0.0242, top5_acc: 0.0773, loss_cls: 5.6485, loss: 5.6485, grad_norm: 1.9307 2020-07-16 19:34:29,287 - mmaction - INFO - Epoch [1][240/1253] lr: 3.151e-02, eta: 6 days, 18:36:35, time: 1.143, data_time: 0.004, memory: 9061, top1_acc: 0.0214, top5_acc: 0.0779, loss_cls: 5.6115, loss: 5.6115, grad_norm: 1.9159 2020-07-16 19:34:52,019 - mmaction - INFO - Epoch [1][260/1253] lr: 3.164e-02, eta: 6 days, 13:52:22, time: 1.136, data_time: 0.003, memory: 9061, top1_acc: 0.0219, top5_acc: 0.0815, loss_cls: 5.5913, loss: 5.5913, grad_norm: 1.8991 2020-07-16 19:35:14,567 - mmaction - INFO - Epoch [1][280/1253] lr: 3.177e-02, eta: 6 days, 9:45:35, time: 1.128, data_time: 0.004, memory: 9061, top1_acc: 0.0289, top5_acc: 0.0883, loss_cls: 5.5787, loss: 5.5787, grad_norm: 1.8988 2020-07-16 19:35:36,998 - mmaction - INFO - Epoch [1][300/1253] lr: 3.189e-02, eta: 6 days, 6:09:17, time: 1.121, data_time: 0.003, memory: 9061, top1_acc: 0.0234, top5_acc: 0.0849, loss_cls: 5.5665, loss: 5.5665, grad_norm: 1.8922 2020-07-16 19:35:59,739 - mmaction - INFO - Epoch [1][320/1253] lr: 3.202e-02, eta: 6 days, 3:04:58, time: 1.136, data_time: 0.003, memory: 9061, top1_acc: 0.0279, top5_acc: 0.0898, loss_cls: 5.5678, loss: 5.5678, grad_norm: 1.8726 2020-07-16 19:36:22,705 - mmaction - INFO - Epoch [1][340/1253] lr: 3.215e-02, eta: 6 days, 0:25:34, time: 1.147, data_time: 0.004, memory: 9061, top1_acc: 0.0227, top5_acc: 0.0802, loss_cls: 5.5593, loss: 5.5593, grad_norm: 1.8825 2020-07-16 19:36:45,465 - mmaction - INFO - Epoch [1][360/1253] lr: 3.228e-02, eta: 5 days, 22:01:50, time: 1.140, data_time: 0.006, memory: 9061, top1_acc: 0.0242, top5_acc: 0.0810, loss_cls: 5.5705, loss: 5.5705, grad_norm: 1.8345 2020-07-16 19:37:08,049 - mmaction - INFO - Epoch [1][380/1253] lr: 3.240e-02, eta: 5 days, 19:50:15, time: 1.130, data_time: 0.004, memory: 9061, top1_acc: 0.0242, top5_acc: 0.0896, loss_cls: 5.5372, loss: 5.5372, grad_norm: 1.8241 2020-07-16 19:37:30,893 - mmaction - INFO - Epoch [1][400/1253] lr: 3.253e-02, eta: 5 days, 17:55:24, time: 1.143, data_time: 0.003, memory: 9061, top1_acc: 0.0276, top5_acc: 0.0938, loss_cls: 5.5255, loss: 5.5255, grad_norm: 1.7809 2020-07-16 19:37:53,495 - mmaction - INFO - Epoch [1][420/1253] lr: 3.266e-02, eta: 5 days, 16:07:45, time: 1.129, data_time: 0.002, memory: 9061, top1_acc: 0.0279, top5_acc: 0.0951, loss_cls: 5.5281, loss: 5.5281, grad_norm: 1.7985 2020-07-16 19:38:16,554 - mmaction - INFO - Epoch [1][440/1253] lr: 3.278e-02, eta: 5 days, 14:36:04, time: 1.154, data_time: 0.011, memory: 9061, top1_acc: 0.0328, top5_acc: 0.1057, loss_cls: 5.4866, loss: 5.4866, grad_norm: 1.8048 2020-07-16 19:38:39,235 - mmaction - INFO - Epoch [1][460/1253] lr: 3.291e-02, eta: 5 days, 13:07:39, time: 1.134, data_time: 0.003, memory: 9061, top1_acc: 0.0326, top5_acc: 0.1091, loss_cls: 5.4612, loss: 5.4612, grad_norm: 1.7916 2020-07-16 19:39:01,969 - mmaction - INFO - Epoch [1][480/1253] lr: 3.304e-02, eta: 5 days, 11:47:08, time: 1.137, data_time: 0.003, memory: 9061, top1_acc: 0.0307, top5_acc: 0.1003, loss_cls: 5.4747, loss: 5.4747, grad_norm: 1.7729 2020-07-16 19:39:24,541 - mmaction - INFO - Epoch [1][500/1253] lr: 3.316e-02, eta: 5 days, 10:31:12, time: 1.128, data_time: 0.003, memory: 9061, top1_acc: 0.0307, top5_acc: 0.1021, loss_cls: 5.4723, loss: 5.4723, grad_norm: 1.7654 2020-07-16 19:39:47,169 - mmaction - INFO - Epoch [1][520/1253] lr: 3.329e-02, eta: 5 days, 9:21:38, time: 1.131, data_time: 0.004, memory: 9061, top1_acc: 0.0307, top5_acc: 0.1021, loss_cls: 5.4811, loss: 5.4811, grad_norm: 1.7103 2020-07-16 19:40:09,821 - mmaction - INFO - Epoch [1][540/1253] lr: 3.342e-02, eta: 5 days, 8:17:54, time: 1.134, data_time: 0.004, memory: 9061, top1_acc: 0.0331, top5_acc: 0.0997, loss_cls: 5.4428, loss: 5.4428, grad_norm: 1.7403 2020-07-16 19:40:32,499 - mmaction - INFO - Epoch [1][560/1253] lr: 3.354e-02, eta: 5 days, 7:18:36, time: 1.134, data_time: 0.003, memory: 9061, top1_acc: 0.0341, top5_acc: 0.1078, loss_cls: 5.4502, loss: 5.4502, grad_norm: 1.7039 2020-07-16 19:40:55,295 - mmaction - INFO - Epoch [1][580/1253] lr: 3.367e-02, eta: 5 days, 6:24:22, time: 1.139, data_time: 0.004, memory: 9061, top1_acc: 0.0328, top5_acc: 0.1068, loss_cls: 5.4599, loss: 5.4599, grad_norm: 1.6850 2020-07-16 19:41:18,010 - mmaction - INFO - Epoch [1][600/1253] lr: 3.380e-02, eta: 5 days, 5:33:29, time: 1.138, data_time: 0.004, memory: 9061, top1_acc: 0.0336, top5_acc: 0.1169, loss_cls: 5.4208, loss: 5.4208, grad_norm: 1.6717 2020-07-16 19:41:40,858 - mmaction - INFO - Epoch [1][620/1253] lr: 3.392e-02, eta: 5 days, 4:46:17, time: 1.140, data_time: 0.001, memory: 9061, top1_acc: 0.0276, top5_acc: 0.1122, loss_cls: 5.4024, loss: 5.4024, grad_norm: 1.6713 2020-07-16 19:42:03,562 - mmaction - INFO - Epoch [1][640/1253] lr: 3.405e-02, eta: 5 days, 4:01:04, time: 1.135, data_time: 0.004, memory: 9061, top1_acc: 0.0326, top5_acc: 0.1109, loss_cls: 5.4169, loss: 5.4169, grad_norm: 1.6652 2020-07-16 19:42:26,326 - mmaction - INFO - Epoch [1][660/1253] lr: 3.418e-02, eta: 5 days, 3:19:21, time: 1.139, data_time: 0.004, memory: 9061, top1_acc: 0.0401, top5_acc: 0.1193, loss_cls: 5.4171, loss: 5.4171, grad_norm: 1.6976 2020-07-16 19:42:49,003 - mmaction - INFO - Epoch [1][680/1253] lr: 3.430e-02, eta: 5 days, 2:38:58, time: 1.132, data_time: 0.003, memory: 9061, top1_acc: 0.0331, top5_acc: 0.1146, loss_cls: 5.4037, loss: 5.4037, grad_norm: 1.6780 2020-07-16 19:43:11,388 - mmaction - INFO - Epoch [1][700/1253] lr: 3.443e-02, eta: 5 days, 1:59:08, time: 1.121, data_time: 0.005, memory: 9061, top1_acc: 0.0357, top5_acc: 0.1151, loss_cls: 5.4051, loss: 5.4051, grad_norm: 1.6523 2020-07-16 19:43:34,027 - mmaction - INFO - Epoch [1][720/1253] lr: 3.456e-02, eta: 5 days, 1:23:02, time: 1.131, data_time: 0.003, memory: 9061, top1_acc: 0.0326, top5_acc: 0.1120, loss_cls: 5.4017, loss: 5.4017, grad_norm: 1.6311 2020-07-16 19:43:57,013 - mmaction - INFO - Epoch [1][740/1253] lr: 3.468e-02, eta: 5 days, 0:51:19, time: 1.148, data_time: 0.003, memory: 9061, top1_acc: 0.0365, top5_acc: 0.1099, loss_cls: 5.3952, loss: 5.3952, grad_norm: 1.6075 2020-07-16 19:44:19,596 - mmaction - INFO - Epoch [1][760/1253] lr: 3.481e-02, eta: 5 days, 0:18:21, time: 1.128, data_time: 0.004, memory: 9061, top1_acc: 0.0370, top5_acc: 0.1193, loss_cls: 5.3751, loss: 5.3751, grad_norm: 1.5902 2020-07-16 19:44:42,441 - mmaction - INFO - Epoch [1][780/1253] lr: 3.494e-02, eta: 4 days, 23:49:12, time: 1.143, data_time: 0.005, memory: 9061, top1_acc: 0.0349, top5_acc: 0.1167, loss_cls: 5.3969, loss: 5.3969, grad_norm: 1.6390 2020-07-16 19:45:05,246 - mmaction - INFO - Epoch [1][800/1253] lr: 3.506e-02, eta: 4 days, 23:21:02, time: 1.140, data_time: 0.003, memory: 9061, top1_acc: 0.0299, top5_acc: 0.1141, loss_cls: 5.3767, loss: 5.3767, grad_norm: 1.6242 2020-07-16 19:45:27,873 - mmaction - INFO - Epoch [1][820/1253] lr: 3.519e-02, eta: 4 days, 22:53:17, time: 1.133, data_time: 0.004, memory: 9061, top1_acc: 0.0310, top5_acc: 0.1122, loss_cls: 5.3721, loss: 5.3721, grad_norm: 1.6149 2020-07-16 19:45:50,923 - mmaction - INFO - Epoch [1][840/1253] lr: 3.532e-02, eta: 4 days, 22:28:39, time: 1.147, data_time: 0.004, memory: 9061, top1_acc: 0.0359, top5_acc: 0.1284, loss_cls: 5.3091, loss: 5.3091, grad_norm: 1.6014 2020-07-16 19:46:13,616 - mmaction - INFO - Epoch [1][860/1253] lr: 3.544e-02, eta: 4 days, 22:04:07, time: 1.139, data_time: 0.007, memory: 9061, top1_acc: 0.0398, top5_acc: 0.1284, loss_cls: 5.3336, loss: 5.3336, grad_norm: 1.6290 2020-07-16 19:46:36,519 - mmaction - INFO - Epoch [1][880/1253] lr: 3.557e-02, eta: 4 days, 21:41:25, time: 1.145, data_time: 0.004, memory: 9061, top1_acc: 0.0393, top5_acc: 0.1195, loss_cls: 5.3719, loss: 5.3719, grad_norm: 1.5757 2020-07-16 19:46:59,084 - mmaction - INFO - Epoch [1][900/1253] lr: 3.570e-02, eta: 4 days, 21:17:54, time: 1.130, data_time: 0.004, memory: 9061, top1_acc: 0.0383, top5_acc: 0.1260, loss_cls: 5.3224, loss: 5.3224, grad_norm: 1.5744 2020-07-16 19:47:22,107 - mmaction - INFO - Epoch [1][920/1253] lr: 3.582e-02, eta: 4 days, 20:57:39, time: 1.149, data_time: 0.002, memory: 9061, top1_acc: 0.0422, top5_acc: 0.1253, loss_cls: 5.3263, loss: 5.3263, grad_norm: 1.5783 2020-07-16 19:47:44,905 - mmaction - INFO - Epoch [1][940/1253] lr: 3.595e-02, eta: 4 days, 20:37:16, time: 1.141, data_time: 0.004, memory: 9061, top1_acc: 0.0333, top5_acc: 0.1177, loss_cls: 5.3435, loss: 5.3435, grad_norm: 1.5887 2020-07-16 19:48:07,402 - mmaction - INFO - Epoch [1][960/1253] lr: 3.608e-02, eta: 4 days, 20:15:57, time: 1.125, data_time: 0.003, memory: 9061, top1_acc: 0.0391, top5_acc: 0.1255, loss_cls: 5.2761, loss: 5.2761, grad_norm: 1.6090 2020-07-16 19:48:29,907 - mmaction - INFO - Epoch [1][980/1253] lr: 3.620e-02, eta: 4 days, 19:55:34, time: 1.126, data_time: 0.003, memory: 9061, top1_acc: 0.0331, top5_acc: 0.1159, loss_cls: 5.3667, loss: 5.3667, grad_norm: 1.5889 2020-07-16 19:48:52,772 - mmaction - INFO - Epoch [1][1000/1253] lr: 3.633e-02, eta: 4 days, 19:37:59, time: 1.144, data_time: 0.010, memory: 9061, top1_acc: 0.0427, top5_acc: 0.1313, loss_cls: 5.3145, loss: 5.3145, grad_norm: 1.5773 2020-07-16 19:49:15,403 - mmaction - INFO - Epoch [1][1020/1253] lr: 3.646e-02, eta: 4 days, 19:19:31, time: 1.129, data_time: 0.002, memory: 9061, top1_acc: 0.0359, top5_acc: 0.1221, loss_cls: 5.3552, loss: 5.3552, grad_norm: 1.5778 2020-07-16 19:49:38,139 - mmaction - INFO - Epoch [1][1040/1253] lr: 3.658e-02, eta: 4 days, 19:02:47, time: 1.139, data_time: 0.004, memory: 9061, top1_acc: 0.0398, top5_acc: 0.1326, loss_cls: 5.3151, loss: 5.3151, grad_norm: 1.5647 2020-07-16 19:50:00,784 - mmaction - INFO - Epoch [1][1060/1253] lr: 3.671e-02, eta: 4 days, 18:45:49, time: 1.131, data_time: 0.002, memory: 9061, top1_acc: 0.0461, top5_acc: 0.1372, loss_cls: 5.2702, loss: 5.2702, grad_norm: 1.5371 2020-07-16 19:50:23,406 - mmaction - INFO - Epoch [1][1080/1253] lr: 3.684e-02, eta: 4 days, 18:29:13, time: 1.128, data_time: 0.003, memory: 9061, top1_acc: 0.0438, top5_acc: 0.1352, loss_cls: 5.2966, loss: 5.2966, grad_norm: 1.5586 2020-07-16 19:50:46,090 - mmaction - INFO - Epoch [1][1100/1253] lr: 3.697e-02, eta: 4 days, 18:14:07, time: 1.138, data_time: 0.006, memory: 9061, top1_acc: 0.0461, top5_acc: 0.1328, loss_cls: 5.3082, loss: 5.3082, grad_norm: 1.5708 2020-07-16 19:51:09,130 - mmaction - INFO - Epoch [1][1120/1253] lr: 3.709e-02, eta: 4 days, 18:00:40, time: 1.150, data_time: 0.002, memory: 9061, top1_acc: 0.0477, top5_acc: 0.1417, loss_cls: 5.2941, loss: 5.2941, grad_norm: 1.5536 2020-07-16 19:51:31,975 - mmaction - INFO - Epoch [1][1140/1253] lr: 3.722e-02, eta: 4 days, 17:47:05, time: 1.143, data_time: 0.005, memory: 9061, top1_acc: 0.0417, top5_acc: 0.1354, loss_cls: 5.3079, loss: 5.3079, grad_norm: 1.5370 2020-07-16 19:51:54,598 - mmaction - INFO - Epoch [1][1160/1253] lr: 3.735e-02, eta: 4 days, 17:32:59, time: 1.133, data_time: 0.004, memory: 9061, top1_acc: 0.0456, top5_acc: 0.1417, loss_cls: 5.2640, loss: 5.2640, grad_norm: 1.5292 2020-07-16 19:52:17,416 - mmaction - INFO - Epoch [1][1180/1253] lr: 3.747e-02, eta: 4 days, 17:20:11, time: 1.142, data_time: 0.002, memory: 9061, top1_acc: 0.0432, top5_acc: 0.1354, loss_cls: 5.2879, loss: 5.2879, grad_norm: 1.5247 2020-07-16 19:52:40,112 - mmaction - INFO - Epoch [1][1200/1253] lr: 3.760e-02, eta: 4 days, 17:07:01, time: 1.133, data_time: 0.001, memory: 9061, top1_acc: 0.0409, top5_acc: 0.1276, loss_cls: 5.3036, loss: 5.3036, grad_norm: 1.6413 2020-07-16 19:53:02,722 - mmaction - INFO - Epoch [1][1220/1253] lr: 3.773e-02, eta: 4 days, 16:54:03, time: 1.131, data_time: 0.006, memory: 9061, top1_acc: 0.0448, top5_acc: 0.1393, loss_cls: 5.2827, loss: 5.2827, grad_norm: 1.5058 2020-07-16 19:53:25,492 - mmaction - INFO - Epoch [1][1240/1253] lr: 3.785e-02, eta: 4 days, 16:42:03, time: 1.137, data_time: 0.003, memory: 9061, top1_acc: 0.0435, top5_acc: 0.1385, loss_cls: 5.2870, loss: 5.2870, grad_norm: 1.5585 2020-07-16 19:57:00,238 - mmaction - INFO - Epoch [2][20/1253] lr: 3.806e-02, eta: 5 days, 3:13:00, time: 9.645, data_time: 8.417, memory: 9061, top1_acc: 0.0487, top5_acc: 0.1349, loss_cls: 5.2661, loss: 5.2661, grad_norm: 1.4973 2020-07-16 19:57:22,948 - mmaction - INFO - Epoch [2][40/1253] lr: 3.819e-02, eta: 5 days, 2:51:31, time: 1.133, data_time: 0.002, memory: 9061, top1_acc: 0.0414, top5_acc: 0.1458, loss_cls: 5.2504, loss: 5.2504, grad_norm: 1.4895 2020-07-16 19:57:45,645 - mmaction - INFO - Epoch [2][60/1253] lr: 3.831e-02, eta: 5 days, 2:30:47, time: 1.134, data_time: 0.004, memory: 9061, top1_acc: 0.0461, top5_acc: 0.1443, loss_cls: 5.2335, loss: 5.2335, grad_norm: 1.5105 2020-07-16 19:58:08,357 - mmaction - INFO - Epoch [2][80/1253] lr: 3.844e-02, eta: 5 days, 2:10:46, time: 1.136, data_time: 0.004, memory: 9061, top1_acc: 0.0414, top5_acc: 0.1263, loss_cls: 5.2621, loss: 5.2621, grad_norm: 1.4990 2020-07-16 19:58:30,741 - mmaction - INFO - Epoch [2][100/1253] lr: 3.857e-02, eta: 5 days, 1:50:05, time: 1.120, data_time: 0.004, memory: 9061, top1_acc: 0.0430, top5_acc: 0.1391, loss_cls: 5.2701, loss: 5.2701, grad_norm: 1.4911 2020-07-16 19:58:53,351 - mmaction - INFO - Epoch [2][120/1253] lr: 3.869e-02, eta: 5 days, 1:30:47, time: 1.130, data_time: 0.003, memory: 9061, top1_acc: 0.0443, top5_acc: 0.1404, loss_cls: 5.2555, loss: 5.2555, grad_norm: 1.4796 2020-07-16 19:59:15,852 - mmaction - INFO - Epoch [2][140/1253] lr: 3.882e-02, eta: 5 days, 1:11:39, time: 1.125, data_time: 0.004, memory: 9061, top1_acc: 0.0445, top5_acc: 0.1424, loss_cls: 5.2535, loss: 5.2535, grad_norm: 1.4855 2020-07-16 19:59:38,417 - mmaction - INFO - Epoch [2][160/1253] lr: 3.895e-02, eta: 5 days, 0:53:16, time: 1.128, data_time: 0.003, memory: 9061, top1_acc: 0.0445, top5_acc: 0.1456, loss_cls: 5.2283, loss: 5.2283, grad_norm: 1.4783 2020-07-16 20:00:01,020 - mmaction - INFO - Epoch [2][180/1253] lr: 3.907e-02, eta: 5 days, 0:35:32, time: 1.130, data_time: 0.005, memory: 9061, top1_acc: 0.0443, top5_acc: 0.1427, loss_cls: 5.2341, loss: 5.2341, grad_norm: 1.4876 2020-07-16 20:00:34,524 - mmaction - INFO - Epoch [2][200/1253] lr: 3.920e-02, eta: 5 days, 0:57:28, time: 1.665, data_time: 0.004, memory: 9061, top1_acc: 0.0440, top5_acc: 0.1419, loss_cls: 5.1794, loss: 5.1794, grad_norm: 1.5074 2020-07-16 20:00:57,030 - mmaction - INFO - Epoch [2][220/1253] lr: 3.933e-02, eta: 5 days, 0:40:35, time: 1.136, data_time: 0.018, memory: 9061, top1_acc: 0.0466, top5_acc: 0.1516, loss_cls: 5.2291, loss: 5.2291, grad_norm: 1.4522 2020-07-16 20:01:38,890 - mmaction - INFO - Epoch [2][240/1253] lr: 3.945e-02, eta: 5 days, 1:32:10, time: 2.091, data_time: 0.006, memory: 9061, top1_acc: 0.0453, top5_acc: 0.1458, loss_cls: 5.2269, loss: 5.2269, grad_norm: 1.4917 2020-07-16 20:02:17,445 - mmaction - INFO - Epoch [2][260/1253] lr: 3.958e-02, eta: 5 days, 2:11:00, time: 1.929, data_time: 0.040, memory: 9061, top1_acc: 0.0523, top5_acc: 0.1482, loss_cls: 5.2185, loss: 5.2185, grad_norm: 1.4997 2020-07-16 20:02:39,934 - mmaction - INFO - Epoch [2][280/1253] lr: 3.971e-02, eta: 5 days, 1:53:04, time: 1.126, data_time: 0.004, memory: 9061, top1_acc: 0.0484, top5_acc: 0.1505, loss_cls: 5.1845, loss: 5.1845, grad_norm: 1.4702 2020-07-16 20:03:02,630 - mmaction - INFO - Epoch [2][300/1253] lr: 3.983e-02, eta: 5 days, 1:36:06, time: 1.134, data_time: 0.002, memory: 9061, top1_acc: 0.0495, top5_acc: 0.1479, loss_cls: 5.2025, loss: 5.2025, grad_norm: 1.5374 2020-07-16 20:03:25,091 - mmaction - INFO - Epoch [2][320/1253] lr: 3.996e-02, eta: 5 days, 1:18:49, time: 1.122, data_time: 0.003, memory: 9061, top1_acc: 0.0500, top5_acc: 0.1568, loss_cls: 5.2022, loss: 5.2022, grad_norm: 1.4716 2020-07-16 20:03:47,848 - mmaction - INFO - Epoch [2][340/1253] lr: 4.009e-02, eta: 5 days, 1:03:04, time: 1.139, data_time: 0.004, memory: 9061, top1_acc: 0.0510, top5_acc: 0.1503, loss_cls: 5.1791, loss: 5.1791, grad_norm: 1.4288 2020-07-16 20:04:10,160 - mmaction - INFO - Epoch [2][360/1253] lr: 4.021e-02, eta: 5 days, 0:46:01, time: 1.114, data_time: 0.003, memory: 9061, top1_acc: 0.0464, top5_acc: 0.1466, loss_cls: 5.2102, loss: 5.2102, grad_norm: 1.4757 2020-07-16 20:04:32,858 - mmaction - INFO - Epoch [2][380/1253] lr: 4.034e-02, eta: 5 days, 0:30:49, time: 1.136, data_time: 0.005, memory: 9061, top1_acc: 0.0500, top5_acc: 0.1487, loss_cls: 5.1750, loss: 5.1750, grad_norm: 1.4564 2020-07-16 20:04:55,501 - mmaction - INFO - Epoch [2][400/1253] lr: 4.047e-02, eta: 5 days, 0:15:43, time: 1.132, data_time: 0.003, memory: 9061, top1_acc: 0.0526, top5_acc: 0.1477, loss_cls: 5.2070, loss: 5.2070, grad_norm: 1.5479 2020-07-16 20:05:18,283 - mmaction - INFO - Epoch [2][420/1253] lr: 4.060e-02, eta: 5 days, 0:01:23, time: 1.138, data_time: 0.003, memory: 9061, top1_acc: 0.0497, top5_acc: 0.1552, loss_cls: 5.1813, loss: 5.1813, grad_norm: 1.4104 2020-07-16 20:05:40,783 - mmaction - INFO - Epoch [2][440/1253] lr: 4.072e-02, eta: 4 days, 23:46:38, time: 1.126, data_time: 0.004, memory: 9061, top1_acc: 0.0518, top5_acc: 0.1651, loss_cls: 5.1392, loss: 5.1392, grad_norm: 1.4373 2020-07-16 20:06:03,499 - mmaction - INFO - Epoch [2][460/1253] lr: 4.085e-02, eta: 4 days, 23:32:45, time: 1.135, data_time: 0.003, memory: 9061, top1_acc: 0.0505, top5_acc: 0.1479, loss_cls: 5.1813, loss: 5.1813, grad_norm: 1.5055 2020-07-16 20:06:25,997 - mmaction - INFO - Epoch [2][480/1253] lr: 4.098e-02, eta: 4 days, 23:18:33, time: 1.125, data_time: 0.003, memory: 9061, top1_acc: 0.0513, top5_acc: 0.1539, loss_cls: 5.1732, loss: 5.1732, grad_norm: 1.4842 2020-07-16 20:06:48,729 - mmaction - INFO - Epoch [2][500/1253] lr: 4.110e-02, eta: 4 days, 23:05:28, time: 1.138, data_time: 0.005, memory: 9061, top1_acc: 0.0500, top5_acc: 0.1518, loss_cls: 5.1661, loss: 5.1661, grad_norm: 1.4465 2020-07-16 20:07:11,317 - mmaction - INFO - Epoch [2][520/1253] lr: 4.123e-02, eta: 4 days, 22:52:07, time: 1.129, data_time: 0.002, memory: 9061, top1_acc: 0.0536, top5_acc: 0.1682, loss_cls: 5.1421, loss: 5.1421, grad_norm: 1.4362 2020-07-16 20:07:33,793 - mmaction - INFO - Epoch [2][540/1253] lr: 4.136e-02, eta: 4 days, 22:38:41, time: 1.123, data_time: 0.003, memory: 9061, top1_acc: 0.0508, top5_acc: 0.1552, loss_cls: 5.1593, loss: 5.1593, grad_norm: 1.4606 2020-07-16 20:08:32,509 - mmaction - INFO - Epoch [2][560/1253] lr: 4.148e-02, eta: 5 days, 0:11:58, time: 2.937, data_time: 0.167, memory: 9061, top1_acc: 0.0487, top5_acc: 0.1563, loss_cls: 5.1680, loss: 5.1680, grad_norm: 1.5791 2020-07-16 20:08:55,424 - mmaction - INFO - Epoch [2][580/1253] lr: 4.161e-02, eta: 4 days, 23:59:16, time: 1.145, data_time: 0.003, memory: 9061, top1_acc: 0.0534, top5_acc: 0.1638, loss_cls: 5.1220, loss: 5.1220, grad_norm: 1.4289 2020-07-16 20:09:18,383 - mmaction - INFO - Epoch [2][600/1253] lr: 4.174e-02, eta: 4 days, 23:46:44, time: 1.144, data_time: 0.003, memory: 9061, top1_acc: 0.0445, top5_acc: 0.1484, loss_cls: 5.2068, loss: 5.2068, grad_norm: 1.3815 2020-07-16 20:09:41,093 - mmaction - INFO - Epoch [2][620/1253] lr: 4.186e-02, eta: 4 days, 23:34:12, time: 1.139, data_time: 0.007, memory: 9061, top1_acc: 0.0477, top5_acc: 0.1581, loss_cls: 5.1357, loss: 5.1357, grad_norm: 1.3829 2020-07-16 20:10:03,911 - mmaction - INFO - Epoch [2][640/1253] lr: 4.199e-02, eta: 4 days, 23:22:00, time: 1.141, data_time: 0.003, memory: 9061, top1_acc: 0.0510, top5_acc: 0.1651, loss_cls: 5.1400, loss: 5.1400, grad_norm: 1.4085 2020-07-16 20:10:26,403 - mmaction - INFO - Epoch [2][660/1253] lr: 4.212e-02, eta: 4 days, 23:09:11, time: 1.125, data_time: 0.003, memory: 9061, top1_acc: 0.0518, top5_acc: 0.1576, loss_cls: 5.1356, loss: 5.1356, grad_norm: 1.4109 2020-07-16 20:10:49,204 - mmaction - INFO - Epoch [2][680/1253] lr: 4.224e-02, eta: 4 days, 22:57:29, time: 1.140, data_time: 0.003, memory: 9061, top1_acc: 0.0534, top5_acc: 0.1542, loss_cls: 5.1276, loss: 5.1276, grad_norm: 1.4036 2020-07-16 20:11:12,166 - mmaction - INFO - Epoch [2][700/1253] lr: 4.237e-02, eta: 4 days, 22:46:19, time: 1.146, data_time: 0.003, memory: 9061, top1_acc: 0.0552, top5_acc: 0.1654, loss_cls: 5.1010, loss: 5.1010, grad_norm: 1.4016 2020-07-16 20:11:34,710 - mmaction - INFO - Epoch [2][720/1253] lr: 4.250e-02, eta: 4 days, 22:34:21, time: 1.127, data_time: 0.005, memory: 9061, top1_acc: 0.0544, top5_acc: 0.1625, loss_cls: 5.1124, loss: 5.1124, grad_norm: 1.4433 2020-07-16 20:11:57,347 - mmaction - INFO - Epoch [2][740/1253] lr: 4.262e-02, eta: 4 days, 22:22:56, time: 1.133, data_time: 0.004, memory: 9061, top1_acc: 0.0529, top5_acc: 0.1534, loss_cls: 5.1370, loss: 5.1370, grad_norm: 1.5941 2020-07-16 20:12:19,819 - mmaction - INFO - Epoch [2][760/1253] lr: 4.275e-02, eta: 4 days, 22:11:12, time: 1.123, data_time: 0.003, memory: 9061, top1_acc: 0.0544, top5_acc: 0.1576, loss_cls: 5.1645, loss: 5.1645, grad_norm: 1.3814 2020-07-16 20:12:42,555 - mmaction - INFO - Epoch [2][780/1253] lr: 4.288e-02, eta: 4 days, 22:00:23, time: 1.137, data_time: 0.004, memory: 9061, top1_acc: 0.0539, top5_acc: 0.1638, loss_cls: 5.1161, loss: 5.1161, grad_norm: 1.3771 2020-07-16 20:13:05,292 - mmaction - INFO - Epoch [2][800/1253] lr: 4.300e-02, eta: 4 days, 21:49:47, time: 1.137, data_time: 0.004, memory: 9061, top1_acc: 0.0523, top5_acc: 0.1654, loss_cls: 5.1221, loss: 5.1221, grad_norm: 1.4468 2020-07-16 20:13:27,622 - mmaction - INFO - Epoch [2][820/1253] lr: 4.313e-02, eta: 4 days, 21:38:25, time: 1.118, data_time: 0.004, memory: 9061, top1_acc: 0.0495, top5_acc: 0.1516, loss_cls: 5.1622, loss: 5.1622, grad_norm: 1.3838 2020-07-16 20:13:50,285 - mmaction - INFO - Epoch [2][840/1253] lr: 4.326e-02, eta: 4 days, 21:28:04, time: 1.133, data_time: 0.003, memory: 9061, top1_acc: 0.0565, top5_acc: 0.1742, loss_cls: 5.1134, loss: 5.1134, grad_norm: 1.3370 2020-07-16 20:14:12,889 - mmaction - INFO - Epoch [2][860/1253] lr: 4.338e-02, eta: 4 days, 21:17:41, time: 1.129, data_time: 0.003, memory: 9061, top1_acc: 0.0508, top5_acc: 0.1539, loss_cls: 5.1209, loss: 5.1209, grad_norm: 1.3660 2020-07-16 20:14:35,212 - mmaction - INFO - Epoch [2][880/1253] lr: 4.351e-02, eta: 4 days, 21:06:48, time: 1.115, data_time: 0.003, memory: 9061, top1_acc: 0.0578, top5_acc: 0.1716, loss_cls: 5.0665, loss: 5.0665, grad_norm: 1.3880 2020-07-16 20:14:57,692 - mmaction - INFO - Epoch [2][900/1253] lr: 4.364e-02, eta: 4 days, 20:56:37, time: 1.126, data_time: 0.004, memory: 9061, top1_acc: 0.0565, top5_acc: 0.1667, loss_cls: 5.0889, loss: 5.0889, grad_norm: 1.3827 2020-07-16 20:15:20,334 - mmaction - INFO - Epoch [2][920/1253] lr: 4.376e-02, eta: 4 days, 20:46:51, time: 1.131, data_time: 0.002, memory: 9061, top1_acc: 0.0602, top5_acc: 0.1690, loss_cls: 5.0848, loss: 5.0848, grad_norm: 1.7265 2020-07-16 20:15:42,795 - mmaction - INFO - Epoch [2][940/1253] lr: 4.389e-02, eta: 4 days, 20:36:52, time: 1.122, data_time: 0.004, memory: 9061, top1_acc: 0.0448, top5_acc: 0.1602, loss_cls: 5.1428, loss: 5.1428, grad_norm: 1.3882 2020-07-16 20:16:05,253 - mmaction - INFO - Epoch [2][960/1253] lr: 4.402e-02, eta: 4 days, 20:27:09, time: 1.125, data_time: 0.005, memory: 9061, top1_acc: 0.0557, top5_acc: 0.1641, loss_cls: 5.1280, loss: 5.1280, grad_norm: 1.3628 2020-07-16 20:16:27,775 - mmaction - INFO - Epoch [2][980/1253] lr: 4.414e-02, eta: 4 days, 20:17:44, time: 1.127, data_time: 0.002, memory: 9061, top1_acc: 0.0482, top5_acc: 0.1612, loss_cls: 5.1149, loss: 5.1149, grad_norm: 1.4048 2020-07-16 20:16:50,290 - mmaction - INFO - Epoch [2][1000/1253] lr: 4.427e-02, eta: 4 days, 20:08:21, time: 1.125, data_time: 0.002, memory: 9061, top1_acc: 0.0583, top5_acc: 0.1797, loss_cls: 5.0615, loss: 5.0615, grad_norm: 1.3957 2020-07-16 20:17:12,954 - mmaction - INFO - Epoch [2][1020/1253] lr: 4.440e-02, eta: 4 days, 19:59:36, time: 1.135, data_time: 0.003, memory: 9061, top1_acc: 0.0570, top5_acc: 0.1760, loss_cls: 5.0732, loss: 5.0732, grad_norm: 1.3858 2020-07-16 20:17:35,706 - mmaction - INFO - Epoch [2][1040/1253] lr: 4.452e-02, eta: 4 days, 19:51:04, time: 1.136, data_time: 0.001, memory: 9061, top1_acc: 0.0596, top5_acc: 0.1734, loss_cls: 5.0588, loss: 5.0588, grad_norm: 1.3727 2020-07-16 20:17:58,348 - mmaction - INFO - Epoch [2][1060/1253] lr: 4.465e-02, eta: 4 days, 19:42:26, time: 1.131, data_time: 0.003, memory: 9061, top1_acc: 0.0693, top5_acc: 0.1674, loss_cls: 5.1058, loss: 5.1058, grad_norm: 1.3273 2020-07-16 20:18:21,069 - mmaction - INFO - Epoch [2][1080/1253] lr: 4.478e-02, eta: 4 days, 19:34:12, time: 1.137, data_time: 0.004, memory: 9061, top1_acc: 0.0617, top5_acc: 0.1721, loss_cls: 5.1129, loss: 5.1129, grad_norm: 1.3535 2020-07-16 20:18:43,537 - mmaction - INFO - Epoch [2][1100/1253] lr: 4.490e-02, eta: 4 days, 19:25:27, time: 1.122, data_time: 0.004, memory: 9061, top1_acc: 0.0630, top5_acc: 0.1823, loss_cls: 5.0390, loss: 5.0390, grad_norm: 1.3393 2020-07-16 20:19:06,095 - mmaction - INFO - Epoch [2][1120/1253] lr: 4.503e-02, eta: 4 days, 19:17:09, time: 1.129, data_time: 0.005, memory: 9061, top1_acc: 0.0568, top5_acc: 0.1708, loss_cls: 5.0777, loss: 5.0777, grad_norm: 1.3369 2020-07-16 20:19:28,741 - mmaction - INFO - Epoch [2][1140/1253] lr: 4.516e-02, eta: 4 days, 19:09:08, time: 1.132, data_time: 0.003, memory: 9061, top1_acc: 0.0576, top5_acc: 0.1776, loss_cls: 5.0687, loss: 5.0687, grad_norm: 1.3758 2020-07-16 20:19:51,242 - mmaction - INFO - Epoch [2][1160/1253] lr: 4.528e-02, eta: 4 days, 19:00:58, time: 1.126, data_time: 0.003, memory: 9061, top1_acc: 0.0560, top5_acc: 0.1695, loss_cls: 5.0930, loss: 5.0930, grad_norm: 1.3279 2020-07-16 20:20:14,108 - mmaction - INFO - Epoch [2][1180/1253] lr: 4.541e-02, eta: 4 days, 18:53:37, time: 1.142, data_time: 0.002, memory: 9061, top1_acc: 0.0589, top5_acc: 0.1625, loss_cls: 5.0582, loss: 5.0582, grad_norm: 1.3158 2020-07-16 20:20:36,807 - mmaction - INFO - Epoch [2][1200/1253] lr: 4.554e-02, eta: 4 days, 18:46:09, time: 1.137, data_time: 0.003, memory: 9061, top1_acc: 0.0591, top5_acc: 0.1849, loss_cls: 5.0361, loss: 5.0361, grad_norm: 1.3461 2020-07-16 20:20:59,280 - mmaction - INFO - Epoch [2][1220/1253] lr: 4.567e-02, eta: 4 days, 18:38:08, time: 1.121, data_time: 0.001, memory: 9061, top1_acc: 0.0615, top5_acc: 0.1724, loss_cls: 5.0370, loss: 5.0370, grad_norm: 1.3496 2020-07-16 20:21:22,113 - mmaction - INFO - Epoch [2][1240/1253] lr: 4.579e-02, eta: 4 days, 18:31:12, time: 1.144, data_time: 0.004, memory: 9061, top1_acc: 0.0628, top5_acc: 0.1885, loss_cls: 4.9968, loss: 4.9968, grad_norm: 1.3916 2020-07-16 20:25:13,053 - mmaction - INFO - Epoch [3][20/1253] lr: 4.600e-02, eta: 5 days, 0:16:00, time: 10.365, data_time: 9.136, memory: 9061, top1_acc: 0.0630, top5_acc: 0.1773, loss_cls: 5.0307, loss: 5.0307, grad_norm: 1.3541 2020-07-16 20:25:35,538 - mmaction - INFO - Epoch [3][40/1253] lr: 4.612e-02, eta: 5 days, 0:05:42, time: 1.124, data_time: 0.003, memory: 9061, top1_acc: 0.0573, top5_acc: 0.1708, loss_cls: 5.0446, loss: 5.0446, grad_norm: 1.3658 2020-07-16 20:25:57,836 - mmaction - INFO - Epoch [3][60/1253] lr: 4.625e-02, eta: 4 days, 23:55:10, time: 1.115, data_time: 0.003, memory: 9061, top1_acc: 0.0656, top5_acc: 0.1901, loss_cls: 5.0000, loss: 5.0000, grad_norm: 1.3850 2020-07-16 20:26:19,976 - mmaction - INFO - Epoch [3][80/1253] lr: 4.638e-02, eta: 4 days, 23:44:33, time: 1.109, data_time: 0.003, memory: 9061, top1_acc: 0.0688, top5_acc: 0.1852, loss_cls: 5.0018, loss: 5.0018, grad_norm: 1.3567 2020-07-16 20:26:42,422 - mmaction - INFO - Epoch [3][100/1253] lr: 4.650e-02, eta: 4 days, 23:34:33, time: 1.120, data_time: 0.001, memory: 9061, top1_acc: 0.0612, top5_acc: 0.1786, loss_cls: 5.0257, loss: 5.0257, grad_norm: 1.3583 2020-07-16 20:27:04,874 - mmaction - INFO - Epoch [3][120/1253] lr: 4.663e-02, eta: 4 days, 23:24:44, time: 1.121, data_time: 0.004, memory: 9061, top1_acc: 0.0620, top5_acc: 0.1784, loss_cls: 4.9916, loss: 4.9916, grad_norm: 1.3434 2020-07-16 20:27:27,251 - mmaction - INFO - Epoch [3][140/1253] lr: 4.676e-02, eta: 4 days, 23:15:00, time: 1.120, data_time: 0.005, memory: 9061, top1_acc: 0.0578, top5_acc: 0.1740, loss_cls: 5.0306, loss: 5.0306, grad_norm: 1.3320 2020-07-16 20:27:49,637 - mmaction - INFO - Epoch [3][160/1253] lr: 4.688e-02, eta: 4 days, 23:05:26, time: 1.120, data_time: 0.004, memory: 9061, top1_acc: 0.0648, top5_acc: 0.1865, loss_cls: 5.0193, loss: 5.0193, grad_norm: 1.3139 2020-07-16 20:28:11,874 - mmaction - INFO - Epoch [3][180/1253] lr: 4.701e-02, eta: 4 days, 22:55:41, time: 1.112, data_time: 0.003, memory: 9061, top1_acc: 0.0651, top5_acc: 0.1831, loss_cls: 4.9982, loss: 4.9982, grad_norm: 1.3502 2020-07-16 20:28:34,280 - mmaction - INFO - Epoch [3][200/1253] lr: 4.714e-02, eta: 4 days, 22:46:21, time: 1.119, data_time: 0.003, memory: 9061, top1_acc: 0.0635, top5_acc: 0.1859, loss_cls: 5.0205, loss: 5.0205, grad_norm: 1.3904 2020-07-16 20:28:56,522 - mmaction - INFO - Epoch [3][220/1253] lr: 4.726e-02, eta: 4 days, 22:36:58, time: 1.115, data_time: 0.004, memory: 9061, top1_acc: 0.0617, top5_acc: 0.1852, loss_cls: 5.0019, loss: 5.0019, grad_norm: 1.3100 2020-07-16 20:29:18,988 - mmaction - INFO - Epoch [3][240/1253] lr: 4.739e-02, eta: 4 days, 22:27:57, time: 1.121, data_time: 0.001, memory: 9061, top1_acc: 0.0674, top5_acc: 0.1945, loss_cls: 4.9790, loss: 4.9790, grad_norm: 1.3350 2020-07-16 20:29:41,272 - mmaction - INFO - Epoch [3][260/1253] lr: 4.752e-02, eta: 4 days, 22:18:50, time: 1.115, data_time: 0.004, memory: 9061, top1_acc: 0.0703, top5_acc: 0.1911, loss_cls: 4.9531, loss: 4.9531, grad_norm: 1.3765 2020-07-16 20:30:03,508 - mmaction - INFO - Epoch [3][280/1253] lr: 4.764e-02, eta: 4 days, 22:09:46, time: 1.113, data_time: 0.003, memory: 9061, top1_acc: 0.0643, top5_acc: 0.1875, loss_cls: 5.0190, loss: 5.0190, grad_norm: 1.3012 2020-07-16 20:30:27,006 - mmaction - INFO - Epoch [3][300/1253] lr: 4.777e-02, eta: 4 days, 22:03:08, time: 1.174, data_time: 0.003, memory: 9061, top1_acc: 0.0638, top5_acc: 0.1807, loss_cls: 5.0061, loss: 5.0061, grad_norm: 1.3645 2020-07-16 20:30:49,246 - mmaction - INFO - Epoch [3][320/1253] lr: 4.790e-02, eta: 4 days, 21:54:16, time: 1.112, data_time: 0.003, memory: 9061, top1_acc: 0.0701, top5_acc: 0.1992, loss_cls: 4.9690, loss: 4.9690, grad_norm: 1.3573 2020-07-16 20:31:11,687 - mmaction - INFO - Epoch [3][340/1253] lr: 4.802e-02, eta: 4 days, 21:45:55, time: 1.123, data_time: 0.003, memory: 9061, top1_acc: 0.0617, top5_acc: 0.1839, loss_cls: 4.9982, loss: 4.9982, grad_norm: 1.2962 2020-07-16 20:31:33,935 - mmaction - INFO - Epoch [3][360/1253] lr: 4.815e-02, eta: 4 days, 21:37:18, time: 1.112, data_time: 0.003, memory: 9061, top1_acc: 0.0573, top5_acc: 0.1865, loss_cls: 4.9580, loss: 4.9580, grad_norm: 1.3692 2020-07-16 20:31:56,296 - mmaction - INFO - Epoch [3][380/1253] lr: 4.828e-02, eta: 4 days, 21:28:58, time: 1.117, data_time: 0.002, memory: 9061, top1_acc: 0.0630, top5_acc: 0.1888, loss_cls: 4.9660, loss: 4.9660, grad_norm: 1.3115 2020-07-16 20:32:18,627 - mmaction - INFO - Epoch [3][400/1253] lr: 4.840e-02, eta: 4 days, 21:20:43, time: 1.116, data_time: 0.003, memory: 9061, top1_acc: 0.0625, top5_acc: 0.1839, loss_cls: 4.9484, loss: 4.9484, grad_norm: 1.3525 2020-07-16 20:32:40,834 - mmaction - INFO - Epoch [3][420/1253] lr: 4.853e-02, eta: 4 days, 21:12:23, time: 1.111, data_time: 0.004, memory: 9061, top1_acc: 0.0651, top5_acc: 0.1956, loss_cls: 4.9657, loss: 4.9657, grad_norm: 1.3418 2020-07-16 20:33:03,011 - mmaction - INFO - Epoch [3][440/1253] lr: 4.866e-02, eta: 4 days, 21:04:02, time: 1.108, data_time: 0.003, memory: 9061, top1_acc: 0.0680, top5_acc: 0.1914, loss_cls: 4.9432, loss: 4.9432, grad_norm: 1.3335 2020-07-16 20:33:25,139 - mmaction - INFO - Epoch [3][460/1253] lr: 4.878e-02, eta: 4 days, 20:55:50, time: 1.109, data_time: 0.005, memory: 9061, top1_acc: 0.0719, top5_acc: 0.1969, loss_cls: 4.9632, loss: 4.9632, grad_norm: 1.3335 2020-07-16 20:33:47,383 - mmaction - INFO - Epoch [3][480/1253] lr: 4.891e-02, eta: 4 days, 20:47:49, time: 1.111, data_time: 0.002, memory: 9061, top1_acc: 0.0646, top5_acc: 0.1924, loss_cls: 4.9582, loss: 4.9582, grad_norm: 1.3438 2020-07-16 20:34:09,863 - mmaction - INFO - Epoch [3][500/1253] lr: 4.904e-02, eta: 4 days, 20:40:20, time: 1.123, data_time: 0.003, memory: 9061, top1_acc: 0.0693, top5_acc: 0.2005, loss_cls: 4.9582, loss: 4.9582, grad_norm: 1.3516 2020-07-16 20:34:32,297 - mmaction - INFO - Epoch [3][520/1253] lr: 4.916e-02, eta: 4 days, 20:32:55, time: 1.122, data_time: 0.003, memory: 9061, top1_acc: 0.0701, top5_acc: 0.1964, loss_cls: 4.9411, loss: 4.9411, grad_norm: 1.3078 2020-07-16 20:34:54,550 - mmaction - INFO - Epoch [3][540/1253] lr: 4.929e-02, eta: 4 days, 20:25:13, time: 1.111, data_time: 0.003, memory: 9061, top1_acc: 0.0685, top5_acc: 0.2031, loss_cls: 4.9225, loss: 4.9225, grad_norm: 1.3247 2020-07-16 20:35:16,931 - mmaction - INFO - Epoch [3][560/1253] lr: 4.942e-02, eta: 4 days, 20:17:57, time: 1.122, data_time: 0.004, memory: 9061, top1_acc: 0.0646, top5_acc: 0.2005, loss_cls: 4.9399, loss: 4.9399, grad_norm: 1.2996 2020-07-16 20:35:39,270 - mmaction - INFO - Epoch [3][580/1253] lr: 4.954e-02, eta: 4 days, 20:10:34, time: 1.115, data_time: 0.001, memory: 9061, top1_acc: 0.0753, top5_acc: 0.2120, loss_cls: 4.9056, loss: 4.9056, grad_norm: 1.3247 2020-07-16 20:36:01,615 - mmaction - INFO - Epoch [3][600/1253] lr: 4.967e-02, eta: 4 days, 20:03:23, time: 1.119, data_time: 0.003, memory: 9061, top1_acc: 0.0701, top5_acc: 0.2060, loss_cls: 4.9067, loss: 4.9067, grad_norm: 1.2961 2020-07-16 20:36:23,933 - mmaction - INFO - Epoch [3][620/1253] lr: 4.980e-02, eta: 4 days, 19:56:11, time: 1.116, data_time: 0.001, memory: 9061, top1_acc: 0.0682, top5_acc: 0.1938, loss_cls: 4.9105, loss: 4.9105, grad_norm: 1.3062 2020-07-16 20:36:46,160 - mmaction - INFO - Epoch [3][640/1253] lr: 4.992e-02, eta: 4 days, 19:48:56, time: 1.112, data_time: 0.002, memory: 9061, top1_acc: 0.0729, top5_acc: 0.2029, loss_cls: 4.9238, loss: 4.9238, grad_norm: 1.3500 2020-07-16 20:37:08,302 - mmaction - INFO - Epoch [3][660/1253] lr: 5.005e-02, eta: 4 days, 19:41:34, time: 1.106, data_time: 0.001, memory: 9061, top1_acc: 0.0664, top5_acc: 0.1919, loss_cls: 4.9812, loss: 4.9812, grad_norm: 1.3199 2020-07-16 20:37:30,692 - mmaction - INFO - Epoch [3][680/1253] lr: 5.018e-02, eta: 4 days, 19:34:41, time: 1.117, data_time: 0.003, memory: 9061, top1_acc: 0.0724, top5_acc: 0.1966, loss_cls: 4.9328, loss: 4.9328, grad_norm: 1.2829 2020-07-16 20:37:52,914 - mmaction - INFO - Epoch [3][700/1253] lr: 5.030e-02, eta: 4 days, 19:27:43, time: 1.113, data_time: 0.005, memory: 9061, top1_acc: 0.0753, top5_acc: 0.2109, loss_cls: 4.8881, loss: 4.8881, grad_norm: 1.3099 2020-07-16 20:38:15,493 - mmaction - INFO - Epoch [3][720/1253] lr: 5.043e-02, eta: 4 days, 19:21:28, time: 1.131, data_time: 0.003, memory: 9061, top1_acc: 0.0742, top5_acc: 0.1964, loss_cls: 4.9570, loss: 4.9570, grad_norm: 1.3290 2020-07-16 20:38:37,806 - mmaction - INFO - Epoch [3][740/1253] lr: 5.056e-02, eta: 4 days, 19:14:43, time: 1.114, data_time: 0.001, memory: 9061, top1_acc: 0.0638, top5_acc: 0.2003, loss_cls: 4.9343, loss: 4.9343, grad_norm: 1.2662 2020-07-16 20:39:00,253 - mmaction - INFO - Epoch [3][760/1253] lr: 5.069e-02, eta: 4 days, 19:08:17, time: 1.122, data_time: 0.003, memory: 9061, top1_acc: 0.0695, top5_acc: 0.2047, loss_cls: 4.9165, loss: 4.9165, grad_norm: 1.2939 2020-07-16 20:39:22,519 - mmaction - INFO - Epoch [3][780/1253] lr: 5.081e-02, eta: 4 days, 19:01:37, time: 1.112, data_time: 0.003, memory: 9061, top1_acc: 0.0734, top5_acc: 0.2065, loss_cls: 4.8927, loss: 4.8927, grad_norm: 1.2821 2020-07-16 20:39:45,007 - mmaction - INFO - Epoch [3][800/1253] lr: 5.094e-02, eta: 4 days, 18:55:28, time: 1.125, data_time: 0.004, memory: 9061, top1_acc: 0.0714, top5_acc: 0.1865, loss_cls: 4.9459, loss: 4.9459, grad_norm: 1.2910 2020-07-16 20:40:07,325 - mmaction - INFO - Epoch [3][820/1253] lr: 5.107e-02, eta: 4 days, 18:49:08, time: 1.118, data_time: 0.003, memory: 9061, top1_acc: 0.0685, top5_acc: 0.2008, loss_cls: 4.9201, loss: 4.9201, grad_norm: 1.3024 2020-07-16 20:40:29,630 - mmaction - INFO - Epoch [3][840/1253] lr: 5.119e-02, eta: 4 days, 18:42:44, time: 1.113, data_time: 0.001, memory: 9061, top1_acc: 0.0674, top5_acc: 0.2034, loss_cls: 4.9165, loss: 4.9165, grad_norm: 1.3085 2020-07-16 20:41:13,037 - mmaction - INFO - Epoch [3][860/1253] lr: 5.132e-02, eta: 4 days, 19:09:35, time: 2.169, data_time: 0.003, memory: 9061, top1_acc: 0.0750, top5_acc: 0.2070, loss_cls: 4.9094, loss: 4.9094, grad_norm: 1.3196 2020-07-16 20:41:47,790 - mmaction - INFO - Epoch [3][880/1253] lr: 5.145e-02, eta: 4 days, 19:22:38, time: 1.738, data_time: 0.036, memory: 9061, top1_acc: 0.0760, top5_acc: 0.2073, loss_cls: 4.9011, loss: 4.9011, grad_norm: 1.2994 2020-07-16 20:42:10,199 - mmaction - INFO - Epoch [3][900/1253] lr: 5.157e-02, eta: 4 days, 19:16:25, time: 1.122, data_time: 0.004, memory: 9061, top1_acc: 0.0758, top5_acc: 0.2008, loss_cls: 4.9295, loss: 4.9295, grad_norm: 1.2990 2020-07-16 20:42:32,871 - mmaction - INFO - Epoch [3][920/1253] lr: 5.170e-02, eta: 4 days, 19:10:36, time: 1.133, data_time: 0.002, memory: 9061, top1_acc: 0.0781, top5_acc: 0.2159, loss_cls: 4.8642, loss: 4.8642, grad_norm: 1.3385 2020-07-16 20:42:55,662 - mmaction - INFO - Epoch [3][940/1253] lr: 5.183e-02, eta: 4 days, 19:05:01, time: 1.139, data_time: 0.002, memory: 9061, top1_acc: 0.0701, top5_acc: 0.2120, loss_cls: 4.8890, loss: 4.8890, grad_norm: 1.2736 2020-07-16 20:43:17,994 - mmaction - INFO - Epoch [3][960/1253] lr: 5.195e-02, eta: 4 days, 18:58:48, time: 1.116, data_time: 0.003, memory: 9061, top1_acc: 0.0646, top5_acc: 0.2070, loss_cls: 4.9105, loss: 4.9105, grad_norm: 1.2821 2020-07-16 20:43:40,593 - mmaction - INFO - Epoch [3][980/1253] lr: 5.208e-02, eta: 4 days, 18:53:04, time: 1.130, data_time: 0.003, memory: 9061, top1_acc: 0.0760, top5_acc: 0.2081, loss_cls: 4.8932, loss: 4.8932, grad_norm: 1.2582 2020-07-16 20:44:02,988 - mmaction - INFO - Epoch [3][1000/1253] lr: 5.221e-02, eta: 4 days, 18:47:04, time: 1.119, data_time: 0.003, memory: 9061, top1_acc: 0.0664, top5_acc: 0.1974, loss_cls: 4.9030, loss: 4.9030, grad_norm: 1.2982 2020-07-16 20:44:25,176 - mmaction - INFO - Epoch [3][1020/1253] lr: 5.233e-02, eta: 4 days, 18:40:51, time: 1.109, data_time: 0.004, memory: 9061, top1_acc: 0.0708, top5_acc: 0.2083, loss_cls: 4.8814, loss: 4.8814, grad_norm: 1.2559 2020-07-16 20:44:47,555 - mmaction - INFO - Epoch [3][1040/1253] lr: 5.246e-02, eta: 4 days, 18:34:57, time: 1.118, data_time: 0.004, memory: 9061, top1_acc: 0.0773, top5_acc: 0.2099, loss_cls: 4.9159, loss: 4.9159, grad_norm: 1.2783 2020-07-16 20:45:09,825 - mmaction - INFO - Epoch [3][1060/1253] lr: 5.259e-02, eta: 4 days, 18:29:00, time: 1.114, data_time: 0.005, memory: 9061, top1_acc: 0.0766, top5_acc: 0.2164, loss_cls: 4.8700, loss: 4.8700, grad_norm: 1.2931 2020-07-16 20:45:32,157 - mmaction - INFO - Epoch [3][1080/1253] lr: 5.271e-02, eta: 4 days, 18:23:09, time: 1.116, data_time: 0.004, memory: 9061, top1_acc: 0.0745, top5_acc: 0.2141, loss_cls: 4.8760, loss: 4.8760, grad_norm: 1.3006 2020-07-16 20:45:54,472 - mmaction - INFO - Epoch [3][1100/1253] lr: 5.284e-02, eta: 4 days, 18:17:24, time: 1.117, data_time: 0.005, memory: 9061, top1_acc: 0.0779, top5_acc: 0.2133, loss_cls: 4.8612, loss: 4.8612, grad_norm: 1.2317 2020-07-16 20:46:16,735 - mmaction - INFO - Epoch [3][1120/1253] lr: 5.297e-02, eta: 4 days, 18:11:39, time: 1.115, data_time: 0.004, memory: 9061, top1_acc: 0.0714, top5_acc: 0.1974, loss_cls: 4.9079, loss: 4.9079, grad_norm: 1.2611 2020-07-16 20:46:39,051 - mmaction - INFO - Epoch [3][1140/1253] lr: 5.309e-02, eta: 4 days, 18:05:56, time: 1.114, data_time: 0.002, memory: 9061, top1_acc: 0.0677, top5_acc: 0.1961, loss_cls: 4.8932, loss: 4.8932, grad_norm: 1.2511 2020-07-16 20:47:01,497 - mmaction - INFO - Epoch [3][1160/1253] lr: 5.322e-02, eta: 4 days, 18:00:31, time: 1.123, data_time: 0.004, memory: 9061, top1_acc: 0.0745, top5_acc: 0.2089, loss_cls: 4.8936, loss: 4.8936, grad_norm: 1.3008 2020-07-16 20:47:23,673 - mmaction - INFO - Epoch [3][1180/1253] lr: 5.335e-02, eta: 4 days, 17:54:51, time: 1.111, data_time: 0.004, memory: 9061, top1_acc: 0.0805, top5_acc: 0.2247, loss_cls: 4.8428, loss: 4.8428, grad_norm: 1.2839 2020-07-16 20:47:45,991 - mmaction - INFO - Epoch [3][1200/1253] lr: 5.347e-02, eta: 4 days, 17:49:20, time: 1.115, data_time: 0.001, memory: 9061, top1_acc: 0.0776, top5_acc: 0.2227, loss_cls: 4.8225, loss: 4.8225, grad_norm: 1.3027 2020-07-16 20:48:08,539 - mmaction - INFO - Epoch [3][1220/1253] lr: 5.360e-02, eta: 4 days, 17:44:12, time: 1.126, data_time: 0.001, memory: 9061, top1_acc: 0.0786, top5_acc: 0.2177, loss_cls: 4.8430, loss: 4.8430, grad_norm: 1.2739 2020-07-16 20:48:31,022 - mmaction - INFO - Epoch [3][1240/1253] lr: 5.373e-02, eta: 4 days, 17:38:59, time: 1.122, data_time: 0.004, memory: 9061, top1_acc: 0.0826, top5_acc: 0.2211, loss_cls: 4.7976, loss: 4.7976, grad_norm: 1.2946 2020-07-16 20:52:09,771 - mmaction - INFO - Epoch [4][20/1253] lr: 5.393e-02, eta: 4 days, 21:12:31, time: 9.792, data_time: 8.572, memory: 9061, top1_acc: 0.0797, top5_acc: 0.2102, loss_cls: 4.8650, loss: 4.8650, grad_norm: 1.2887 2020-07-16 20:52:32,200 - mmaction - INFO - Epoch [4][40/1253] lr: 5.405e-02, eta: 4 days, 21:06:18, time: 1.124, data_time: 0.005, memory: 9061, top1_acc: 0.0776, top5_acc: 0.2151, loss_cls: 4.8633, loss: 4.8633, grad_norm: 1.2740 2020-07-16 20:52:54,444 - mmaction - INFO - Epoch [4][60/1253] lr: 5.418e-02, eta: 4 days, 20:59:51, time: 1.113, data_time: 0.005, memory: 9061, top1_acc: 0.0732, top5_acc: 0.2115, loss_cls: 4.8527, loss: 4.8527, grad_norm: 1.2714 2020-07-16 20:53:16,886 - mmaction - INFO - Epoch [4][80/1253] lr: 5.431e-02, eta: 4 days, 20:53:41, time: 1.121, data_time: 0.004, memory: 9061, top1_acc: 0.0773, top5_acc: 0.2156, loss_cls: 4.8137, loss: 4.8137, grad_norm: 1.2558 2020-07-16 20:53:39,225 - mmaction - INFO - Epoch [4][100/1253] lr: 5.443e-02, eta: 4 days, 20:47:31, time: 1.119, data_time: 0.004, memory: 9061, top1_acc: 0.0815, top5_acc: 0.2234, loss_cls: 4.8109, loss: 4.8109, grad_norm: 1.2334 2020-07-16 20:54:01,656 - mmaction - INFO - Epoch [4][120/1253] lr: 5.456e-02, eta: 4 days, 20:41:31, time: 1.123, data_time: 0.004, memory: 9061, top1_acc: 0.0826, top5_acc: 0.2182, loss_cls: 4.8179, loss: 4.8179, grad_norm: 1.2794 2020-07-16 20:54:23,995 - mmaction - INFO - Epoch [4][140/1253] lr: 5.469e-02, eta: 4 days, 20:35:19, time: 1.113, data_time: 0.001, memory: 9061, top1_acc: 0.0734, top5_acc: 0.2221, loss_cls: 4.8334, loss: 4.8334, grad_norm: 1.2852 2020-07-16 20:54:46,434 - mmaction - INFO - Epoch [4][160/1253] lr: 5.481e-02, eta: 4 days, 20:29:30, time: 1.125, data_time: 0.005, memory: 9061, top1_acc: 0.0701, top5_acc: 0.2242, loss_cls: 4.8343, loss: 4.8343, grad_norm: 1.2905 2020-07-16 20:55:08,849 - mmaction - INFO - Epoch [4][180/1253] lr: 5.494e-02, eta: 4 days, 20:23:37, time: 1.121, data_time: 0.002, memory: 9061, top1_acc: 0.0799, top5_acc: 0.2268, loss_cls: 4.8505, loss: 4.8505, grad_norm: 1.3061 2020-07-16 20:55:31,259 - mmaction - INFO - Epoch [4][200/1253] lr: 5.507e-02, eta: 4 days, 20:17:41, time: 1.117, data_time: 0.002, memory: 9061, top1_acc: 0.0768, top5_acc: 0.2190, loss_cls: 4.8139, loss: 4.8139, grad_norm: 1.2883 2020-07-16 20:55:53,830 - mmaction - INFO - Epoch [4][220/1253] lr: 5.519e-02, eta: 4 days, 20:12:15, time: 1.133, data_time: 0.005, memory: 9061, top1_acc: 0.0786, top5_acc: 0.2258, loss_cls: 4.7895, loss: 4.7895, grad_norm: 1.3140 2020-07-16 20:56:16,102 - mmaction - INFO - Epoch [4][240/1253] lr: 5.532e-02, eta: 4 days, 20:06:15, time: 1.111, data_time: 0.001, memory: 9061, top1_acc: 0.0896, top5_acc: 0.2281, loss_cls: 4.7955, loss: 4.7955, grad_norm: 1.2723 2020-07-16 20:56:38,358 - mmaction - INFO - Epoch [4][260/1253] lr: 5.545e-02, eta: 4 days, 20:00:25, time: 1.114, data_time: 0.004, memory: 9061, top1_acc: 0.0820, top5_acc: 0.2161, loss_cls: 4.8417, loss: 4.8417, grad_norm: 1.2530 2020-07-16 20:57:00,833 - mmaction - INFO - Epoch [4][280/1253] lr: 5.557e-02, eta: 4 days, 19:54:52, time: 1.123, data_time: 0.003, memory: 9061, top1_acc: 0.0818, top5_acc: 0.2138, loss_cls: 4.8309, loss: 4.8309, grad_norm: 1.2635 2020-07-16 20:57:23,211 - mmaction - INFO - Epoch [4][300/1253] lr: 5.570e-02, eta: 4 days, 19:49:14, time: 1.118, data_time: 0.003, memory: 9061, top1_acc: 0.0844, top5_acc: 0.2247, loss_cls: 4.8011, loss: 4.8011, grad_norm: 1.2753 2020-07-16 20:57:45,449 - mmaction - INFO - Epoch [4][320/1253] lr: 5.583e-02, eta: 4 days, 19:43:34, time: 1.114, data_time: 0.007, memory: 9061, top1_acc: 0.0727, top5_acc: 0.2245, loss_cls: 4.8116, loss: 4.8116, grad_norm: 1.3000 2020-07-16 20:58:07,703 - mmaction - INFO - Epoch [4][340/1253] lr: 5.595e-02, eta: 4 days, 19:37:53, time: 1.112, data_time: 0.002, memory: 9061, top1_acc: 0.0789, top5_acc: 0.2229, loss_cls: 4.8084, loss: 4.8084, grad_norm: 1.2843 2020-07-16 20:58:29,989 - mmaction - INFO - Epoch [4][360/1253] lr: 5.608e-02, eta: 4 days, 19:32:20, time: 1.115, data_time: 0.003, memory: 9061, top1_acc: 0.0862, top5_acc: 0.2263, loss_cls: 4.7741, loss: 4.7741, grad_norm: 1.2460 2020-07-16 20:58:52,377 - mmaction - INFO - Epoch [4][380/1253] lr: 5.621e-02, eta: 4 days, 19:26:55, time: 1.118, data_time: 0.002, memory: 9061, top1_acc: 0.0893, top5_acc: 0.2289, loss_cls: 4.7917, loss: 4.7917, grad_norm: 1.2861 2020-07-16 20:59:14,769 - mmaction - INFO - Epoch [4][400/1253] lr: 5.633e-02, eta: 4 days, 19:21:34, time: 1.119, data_time: 0.003, memory: 9061, top1_acc: 0.0826, top5_acc: 0.2349, loss_cls: 4.7970, loss: 4.7970, grad_norm: 1.2640 2020-07-16 20:59:37,072 - mmaction - INFO - Epoch [4][420/1253] lr: 5.646e-02, eta: 4 days, 19:16:10, time: 1.115, data_time: 0.004, memory: 9061, top1_acc: 0.0854, top5_acc: 0.2266, loss_cls: 4.7650, loss: 4.7650, grad_norm: 1.2987 2020-07-16 20:59:59,550 - mmaction - INFO - Epoch [4][440/1253] lr: 5.659e-02, eta: 4 days, 19:11:02, time: 1.124, data_time: 0.004, memory: 9061, top1_acc: 0.0833, top5_acc: 0.2297, loss_cls: 4.7710, loss: 4.7710, grad_norm: 1.2537 2020-07-16 21:00:29,974 - mmaction - INFO - Epoch [4][460/1253] lr: 5.671e-02, eta: 4 days, 19:15:46, time: 1.516, data_time: 0.004, memory: 9061, top1_acc: 0.0820, top5_acc: 0.2326, loss_cls: 4.7611, loss: 4.7611, grad_norm: 1.2738 2020-07-16 21:00:52,927 - mmaction - INFO - Epoch [4][480/1253] lr: 5.684e-02, eta: 4 days, 19:11:25, time: 1.154, data_time: 0.041, memory: 9061, top1_acc: 0.0805, top5_acc: 0.2310, loss_cls: 4.7780, loss: 4.7780, grad_norm: 1.2736 2020-07-16 21:01:15,480 - mmaction - INFO - Epoch [4][500/1253] lr: 5.697e-02, eta: 4 days, 19:06:26, time: 1.127, data_time: 0.003, memory: 9061, top1_acc: 0.0849, top5_acc: 0.2232, loss_cls: 4.8059, loss: 4.8059, grad_norm: 1.2316 2020-07-16 21:01:37,982 - mmaction - INFO - Epoch [4][520/1253] lr: 5.709e-02, eta: 4 days, 19:01:28, time: 1.125, data_time: 0.004, memory: 9061, top1_acc: 0.0823, top5_acc: 0.2279, loss_cls: 4.7611, loss: 4.7611, grad_norm: 1.2498 2020-07-16 21:02:00,697 - mmaction - INFO - Epoch [4][540/1253] lr: 5.722e-02, eta: 4 days, 18:56:48, time: 1.136, data_time: 0.003, memory: 9061, top1_acc: 0.0888, top5_acc: 0.2323, loss_cls: 4.7731, loss: 4.7731, grad_norm: 1.2533 2020-07-16 21:02:23,037 - mmaction - INFO - Epoch [4][560/1253] lr: 5.735e-02, eta: 4 days, 18:51:42, time: 1.116, data_time: 0.003, memory: 9061, top1_acc: 0.0831, top5_acc: 0.2214, loss_cls: 4.7531, loss: 4.7531, grad_norm: 1.2692 2020-07-16 21:02:45,332 - mmaction - INFO - Epoch [4][580/1253] lr: 5.747e-02, eta: 4 days, 18:46:35, time: 1.114, data_time: 0.003, memory: 9061, top1_acc: 0.0859, top5_acc: 0.2326, loss_cls: 4.7595, loss: 4.7595, grad_norm: 1.2942 2020-07-16 21:03:07,806 - mmaction - INFO - Epoch [4][600/1253] lr: 5.760e-02, eta: 4 days, 18:41:45, time: 1.124, data_time: 0.004, memory: 9061, top1_acc: 0.0880, top5_acc: 0.2250, loss_cls: 4.7913, loss: 4.7913, grad_norm: 1.2537 2020-07-16 21:03:30,231 - mmaction - INFO - Epoch [4][620/1253] lr: 5.773e-02, eta: 4 days, 18:36:54, time: 1.122, data_time: 0.004, memory: 9061, top1_acc: 0.0896, top5_acc: 0.2341, loss_cls: 4.7896, loss: 4.7896, grad_norm: 1.2400 2020-07-16 21:03:52,560 - mmaction - INFO - Epoch [4][640/1253] lr: 5.785e-02, eta: 4 days, 18:32:00, time: 1.118, data_time: 0.003, memory: 9061, top1_acc: 0.0750, top5_acc: 0.2307, loss_cls: 4.7792, loss: 4.7792, grad_norm: 1.2357 2020-07-16 21:04:14,941 - mmaction - INFO - Epoch [4][660/1253] lr: 5.798e-02, eta: 4 days, 18:27:09, time: 1.119, data_time: 0.002, memory: 9061, top1_acc: 0.0875, top5_acc: 0.2302, loss_cls: 4.7704, loss: 4.7704, grad_norm: 1.2335 2020-07-16 21:04:37,217 - mmaction - INFO - Epoch [4][680/1253] lr: 5.811e-02, eta: 4 days, 18:22:12, time: 1.112, data_time: 0.002, memory: 9061, top1_acc: 0.0867, top5_acc: 0.2307, loss_cls: 4.7789, loss: 4.7789, grad_norm: 1.2439 2020-07-16 21:04:59,474 - mmaction - INFO - Epoch [4][700/1253] lr: 5.823e-02, eta: 4 days, 18:17:21, time: 1.115, data_time: 0.004, memory: 9061, top1_acc: 0.0799, top5_acc: 0.2263, loss_cls: 4.7835, loss: 4.7835, grad_norm: 1.2616 2020-07-16 21:05:21,843 - mmaction - INFO - Epoch [4][720/1253] lr: 5.836e-02, eta: 4 days, 18:12:34, time: 1.116, data_time: 0.002, memory: 9061, top1_acc: 0.0841, top5_acc: 0.2276, loss_cls: 4.7931, loss: 4.7931, grad_norm: 1.2803 2020-07-16 21:05:44,380 - mmaction - INFO - Epoch [4][740/1253] lr: 5.849e-02, eta: 4 days, 18:08:08, time: 1.129, data_time: 0.004, memory: 9061, top1_acc: 0.0732, top5_acc: 0.2216, loss_cls: 4.7849, loss: 4.7849, grad_norm: 1.2500 2020-07-16 21:06:06,605 - mmaction - INFO - Epoch [4][760/1253] lr: 5.861e-02, eta: 4 days, 18:03:19, time: 1.112, data_time: 0.005, memory: 9061, top1_acc: 0.0872, top5_acc: 0.2320, loss_cls: 4.7549, loss: 4.7549, grad_norm: 1.2563 2020-07-16 21:06:29,046 - mmaction - INFO - Epoch [4][780/1253] lr: 5.874e-02, eta: 4 days, 17:58:49, time: 1.123, data_time: 0.002, memory: 9061, top1_acc: 0.0956, top5_acc: 0.2398, loss_cls: 4.7602, loss: 4.7602, grad_norm: 1.2476 2020-07-16 21:06:51,419 - mmaction - INFO - Epoch [4][800/1253] lr: 5.887e-02, eta: 4 days, 17:54:10, time: 1.116, data_time: 0.001, memory: 9061, top1_acc: 0.0930, top5_acc: 0.2286, loss_cls: 4.7722, loss: 4.7722, grad_norm: 1.2775 2020-07-16 21:07:13,795 - mmaction - INFO - Epoch [4][820/1253] lr: 5.899e-02, eta: 4 days, 17:49:39, time: 1.119, data_time: 0.004, memory: 9061, top1_acc: 0.0922, top5_acc: 0.2406, loss_cls: 4.7629, loss: 4.7629, grad_norm: 1.2282 2020-07-16 21:07:36,120 - mmaction - INFO - Epoch [4][840/1253] lr: 5.912e-02, eta: 4 days, 17:45:05, time: 1.116, data_time: 0.004, memory: 9061, top1_acc: 0.0813, top5_acc: 0.2284, loss_cls: 4.7590, loss: 4.7590, grad_norm: 1.2698 2020-07-16 21:07:58,425 - mmaction - INFO - Epoch [4][860/1253] lr: 5.925e-02, eta: 4 days, 17:40:35, time: 1.116, data_time: 0.004, memory: 9061, top1_acc: 0.0880, top5_acc: 0.2313, loss_cls: 4.7616, loss: 4.7616, grad_norm: 1.2445 2020-07-16 21:08:20,558 - mmaction - INFO - Epoch [4][880/1253] lr: 5.937e-02, eta: 4 days, 17:35:53, time: 1.107, data_time: 0.003, memory: 9061, top1_acc: 0.0924, top5_acc: 0.2422, loss_cls: 4.7296, loss: 4.7296, grad_norm: 1.2890 2020-07-16 21:08:43,202 - mmaction - INFO - Epoch [4][900/1253] lr: 5.950e-02, eta: 4 days, 17:31:44, time: 1.129, data_time: 0.005, memory: 9061, top1_acc: 0.0893, top5_acc: 0.2383, loss_cls: 4.7181, loss: 4.7181, grad_norm: 1.2349 2020-07-16 21:09:05,303 - mmaction - INFO - Epoch [4][920/1253] lr: 5.963e-02, eta: 4 days, 17:27:06, time: 1.106, data_time: 0.006, memory: 9061, top1_acc: 0.0919, top5_acc: 0.2479, loss_cls: 4.7001, loss: 4.7001, grad_norm: 1.2414 2020-07-16 21:09:27,582 - mmaction - INFO - Epoch [4][940/1253] lr: 5.975e-02, eta: 4 days, 17:22:44, time: 1.117, data_time: 0.004, memory: 9061, top1_acc: 0.0875, top5_acc: 0.2393, loss_cls: 4.7423, loss: 4.7423, grad_norm: 1.2436 2020-07-16 21:09:49,794 - mmaction - INFO - Epoch [4][960/1253] lr: 5.988e-02, eta: 4 days, 17:18:15, time: 1.110, data_time: 0.002, memory: 9061, top1_acc: 0.0909, top5_acc: 0.2375, loss_cls: 4.7188, loss: 4.7188, grad_norm: 1.2664 2020-07-16 21:10:12,252 - mmaction - INFO - Epoch [4][980/1253] lr: 6.001e-02, eta: 4 days, 17:14:05, time: 1.123, data_time: 0.003, memory: 9061, top1_acc: 0.0904, top5_acc: 0.2461, loss_cls: 4.7076, loss: 4.7076, grad_norm: 1.2391 2020-07-16 21:10:34,614 - mmaction - INFO - Epoch [4][1000/1253] lr: 6.013e-02, eta: 4 days, 17:09:50, time: 1.118, data_time: 0.004, memory: 9061, top1_acc: 0.0862, top5_acc: 0.2346, loss_cls: 4.7184, loss: 4.7184, grad_norm: 1.2648 2020-07-16 21:10:57,271 - mmaction - INFO - Epoch [4][1020/1253] lr: 6.026e-02, eta: 4 days, 17:05:57, time: 1.132, data_time: 0.004, memory: 9061, top1_acc: 0.0906, top5_acc: 0.2521, loss_cls: 4.6953, loss: 4.6953, grad_norm: 1.2298 2020-07-16 21:11:19,596 - mmaction - INFO - Epoch [4][1040/1253] lr: 6.039e-02, eta: 4 days, 17:01:46, time: 1.117, data_time: 0.004, memory: 9061, top1_acc: 0.0930, top5_acc: 0.2464, loss_cls: 4.7285, loss: 4.7285, grad_norm: 1.2565 2020-07-16 21:11:42,321 - mmaction - INFO - Epoch [4][1060/1253] lr: 6.051e-02, eta: 4 days, 16:58:01, time: 1.137, data_time: 0.003, memory: 9061, top1_acc: 0.0943, top5_acc: 0.2464, loss_cls: 4.7186, loss: 4.7186, grad_norm: 1.2593 2020-07-16 21:12:04,705 - mmaction - INFO - Epoch [4][1080/1253] lr: 6.064e-02, eta: 4 days, 16:53:58, time: 1.121, data_time: 0.003, memory: 9061, top1_acc: 0.0818, top5_acc: 0.2297, loss_cls: 4.7526, loss: 4.7526, grad_norm: 1.2555 2020-07-16 21:12:27,166 - mmaction - INFO - Epoch [4][1100/1253] lr: 6.077e-02, eta: 4 days, 16:49:58, time: 1.122, data_time: 0.002, memory: 9061, top1_acc: 0.0854, top5_acc: 0.2380, loss_cls: 4.7159, loss: 4.7159, grad_norm: 1.2519 2020-07-16 21:12:49,580 - mmaction - INFO - Epoch [4][1120/1253] lr: 6.089e-02, eta: 4 days, 16:45:56, time: 1.119, data_time: 0.003, memory: 9061, top1_acc: 0.0896, top5_acc: 0.2409, loss_cls: 4.7254, loss: 4.7254, grad_norm: 1.2642 2020-07-16 21:13:12,050 - mmaction - INFO - Epoch [4][1140/1253] lr: 6.102e-02, eta: 4 days, 16:42:06, time: 1.126, data_time: 0.005, memory: 9061, top1_acc: 0.0901, top5_acc: 0.2518, loss_cls: 4.7207, loss: 4.7207, grad_norm: 1.2388 2020-07-16 21:13:34,302 - mmaction - INFO - Epoch [4][1160/1253] lr: 6.115e-02, eta: 4 days, 16:37:57, time: 1.111, data_time: 0.002, memory: 9061, top1_acc: 0.1018, top5_acc: 0.2484, loss_cls: 4.6940, loss: 4.6940, grad_norm: 1.2318 2020-07-16 21:13:56,646 - mmaction - INFO - Epoch [4][1180/1253] lr: 6.127e-02, eta: 4 days, 16:33:59, time: 1.118, data_time: 0.004, memory: 9061, top1_acc: 0.0927, top5_acc: 0.2620, loss_cls: 4.6932, loss: 4.6932, grad_norm: 1.2237 2020-07-16 21:14:18,906 - mmaction - INFO - Epoch [4][1200/1253] lr: 6.140e-02, eta: 4 days, 16:29:55, time: 1.111, data_time: 0.003, memory: 9061, top1_acc: 0.0943, top5_acc: 0.2555, loss_cls: 4.6708, loss: 4.6708, grad_norm: 1.2350 2020-07-16 21:14:41,281 - mmaction - INFO - Epoch [4][1220/1253] lr: 6.153e-02, eta: 4 days, 16:26:03, time: 1.120, data_time: 0.005, memory: 9061, top1_acc: 0.0888, top5_acc: 0.2388, loss_cls: 4.7133, loss: 4.7133, grad_norm: 1.2367 2020-07-16 21:15:03,722 - mmaction - INFO - Epoch [4][1240/1253] lr: 6.166e-02, eta: 4 days, 16:22:16, time: 1.123, data_time: 0.004, memory: 9061, top1_acc: 0.0979, top5_acc: 0.2495, loss_cls: 4.6939, loss: 4.6939, grad_norm: 1.2464 2020-07-16 21:15:32,309 - mmaction - INFO - Saving checkpoint at 4 epochs 2020-07-16 21:19:17,351 - mmaction - INFO - Epoch [5][20/1253] lr: 6.185e-02, eta: 4 days, 19:30:49, time: 11.163, data_time: 9.946, memory: 9061, top1_acc: 0.0945, top5_acc: 0.2417, loss_cls: 4.6964, loss: 4.6964, grad_norm: 1.2841 2020-07-16 21:19:39,447 - mmaction - INFO - Epoch [5][40/1253] lr: 6.197e-02, eta: 4 days, 19:25:59, time: 1.106, data_time: 0.004, memory: 9061, top1_acc: 0.1018, top5_acc: 0.2495, loss_cls: 4.6745, loss: 4.6745, grad_norm: 1.2507 2020-07-16 21:20:01,828 - mmaction - INFO - Epoch [5][60/1253] lr: 6.210e-02, eta: 4 days, 19:21:30, time: 1.121, data_time: 0.005, memory: 9061, top1_acc: 0.0974, top5_acc: 0.2500, loss_cls: 4.6790, loss: 4.6790, grad_norm: 1.2708 2020-07-16 21:20:23,741 - mmaction - INFO - Epoch [5][80/1253] lr: 6.223e-02, eta: 4 days, 19:16:28, time: 1.093, data_time: 0.001, memory: 9061, top1_acc: 0.0932, top5_acc: 0.2555, loss_cls: 4.6778, loss: 4.6778, grad_norm: 1.2252 2020-07-16 21:20:45,956 - mmaction - INFO - Epoch [5][100/1253] lr: 6.235e-02, eta: 4 days, 19:11:51, time: 1.112, data_time: 0.004, memory: 9061, top1_acc: 0.0953, top5_acc: 0.2534, loss_cls: 4.6343, loss: 4.6343, grad_norm: 1.2346 2020-07-16 21:21:08,219 - mmaction - INFO - Epoch [5][120/1253] lr: 6.248e-02, eta: 4 days, 19:07:17, time: 1.112, data_time: 0.002, memory: 9061, top1_acc: 0.1008, top5_acc: 0.2617, loss_cls: 4.6109, loss: 4.6109, grad_norm: 1.2856 2020-07-16 21:21:30,332 - mmaction - INFO - Epoch [5][140/1253] lr: 6.261e-02, eta: 4 days, 19:02:37, time: 1.106, data_time: 0.004, memory: 9061, top1_acc: 0.0888, top5_acc: 0.2492, loss_cls: 4.6986, loss: 4.6986, grad_norm: 1.2686 2020-07-16 21:21:52,374 - mmaction - INFO - Epoch [5][160/1253] lr: 6.273e-02, eta: 4 days, 18:57:56, time: 1.104, data_time: 0.003, memory: 9061, top1_acc: 0.0951, top5_acc: 0.2542, loss_cls: 4.6566, loss: 4.6566, grad_norm: 1.2459 2020-07-16 21:22:14,639 - mmaction - INFO - Epoch [5][180/1253] lr: 6.286e-02, eta: 4 days, 18:53:27, time: 1.111, data_time: 0.001, memory: 9061, top1_acc: 0.0956, top5_acc: 0.2469, loss_cls: 4.6760, loss: 4.6760, grad_norm: 1.2585 2020-07-16 21:22:36,934 - mmaction - INFO - Epoch [5][200/1253] lr: 6.299e-02, eta: 4 days, 18:49:04, time: 1.115, data_time: 0.003, memory: 9061, top1_acc: 0.0943, top5_acc: 0.2492, loss_cls: 4.6805, loss: 4.6805, grad_norm: 1.2668 2020-07-16 21:22:59,285 - mmaction - INFO - Epoch [5][220/1253] lr: 6.311e-02, eta: 4 days, 18:44:46, time: 1.118, data_time: 0.003, memory: 9061, top1_acc: 0.0943, top5_acc: 0.2505, loss_cls: 4.6799, loss: 4.6799, grad_norm: 1.2389 2020-07-16 21:23:21,389 - mmaction - INFO - Epoch [5][240/1253] lr: 6.324e-02, eta: 4 days, 18:40:14, time: 1.105, data_time: 0.002, memory: 9061, top1_acc: 0.0979, top5_acc: 0.2581, loss_cls: 4.6640, loss: 4.6640, grad_norm: 1.2533 2020-07-16 21:23:43,666 - mmaction - INFO - Epoch [5][260/1253] lr: 6.337e-02, eta: 4 days, 18:35:54, time: 1.113, data_time: 0.003, memory: 9061, top1_acc: 0.1036, top5_acc: 0.2617, loss_cls: 4.6226, loss: 4.6226, grad_norm: 1.2360 2020-07-16 21:24:05,797 - mmaction - INFO - Epoch [5][280/1253] lr: 6.349e-02, eta: 4 days, 18:31:28, time: 1.106, data_time: 0.004, memory: 9061, top1_acc: 0.1044, top5_acc: 0.2638, loss_cls: 4.6638, loss: 4.6638, grad_norm: 1.2551 2020-07-16 21:24:27,882 - mmaction - INFO - Epoch [5][300/1253] lr: 6.362e-02, eta: 4 days, 18:27:02, time: 1.105, data_time: 0.004, memory: 9061, top1_acc: 0.0984, top5_acc: 0.2536, loss_cls: 4.6638, loss: 4.6638, grad_norm: 1.2348 2020-07-16 21:24:50,086 - mmaction - INFO - Epoch [5][320/1253] lr: 6.375e-02, eta: 4 days, 18:22:46, time: 1.112, data_time: 0.003, memory: 9061, top1_acc: 0.1060, top5_acc: 0.2638, loss_cls: 4.6272, loss: 4.6272, grad_norm: 1.2334 2020-07-16 21:25:12,556 - mmaction - INFO - Epoch [5][340/1253] lr: 6.387e-02, eta: 4 days, 18:18:45, time: 1.123, data_time: 0.002, memory: 9061, top1_acc: 0.0987, top5_acc: 0.2477, loss_cls: 4.6757, loss: 4.6757, grad_norm: 1.2611 2020-07-16 21:25:34,725 - mmaction - INFO - Epoch [5][360/1253] lr: 6.400e-02, eta: 4 days, 18:14:29, time: 1.109, data_time: 0.002, memory: 9061, top1_acc: 0.1000, top5_acc: 0.2591, loss_cls: 4.6498, loss: 4.6498, grad_norm: 1.2751 2020-07-16 21:25:56,878 - mmaction - INFO - Epoch [5][380/1253] lr: 6.413e-02, eta: 4 days, 18:10:13, time: 1.108, data_time: 0.002, memory: 9061, top1_acc: 0.1000, top5_acc: 0.2612, loss_cls: 4.6724, loss: 4.6724, grad_norm: 1.2750 2020-07-16 21:26:19,066 - mmaction - INFO - Epoch [5][400/1253] lr: 6.425e-02, eta: 4 days, 18:05:59, time: 1.108, data_time: 0.001, memory: 9061, top1_acc: 0.0990, top5_acc: 0.2635, loss_cls: 4.6166, loss: 4.6166, grad_norm: 1.2251 2020-07-16 21:26:41,075 - mmaction - INFO - Epoch [5][420/1253] lr: 6.438e-02, eta: 4 days, 18:01:39, time: 1.101, data_time: 0.003, memory: 9061, top1_acc: 0.1078, top5_acc: 0.2648, loss_cls: 4.6490, loss: 4.6490, grad_norm: 1.2522 2020-07-16 21:27:03,246 - mmaction - INFO - Epoch [5][440/1253] lr: 6.451e-02, eta: 4 days, 17:57:29, time: 1.108, data_time: 0.003, memory: 9061, top1_acc: 0.0987, top5_acc: 0.2628, loss_cls: 4.6170, loss: 4.6170, grad_norm: 1.2465 2020-07-16 21:27:25,353 - mmaction - INFO - Epoch [5][460/1253] lr: 6.463e-02, eta: 4 days, 17:53:17, time: 1.105, data_time: 0.003, memory: 9061, top1_acc: 0.0984, top5_acc: 0.2531, loss_cls: 4.6195, loss: 4.6195, grad_norm: 1.2671 2020-07-16 21:27:47,563 - mmaction - INFO - Epoch [5][480/1253] lr: 6.476e-02, eta: 4 days, 17:49:15, time: 1.112, data_time: 0.003, memory: 9061, top1_acc: 0.0932, top5_acc: 0.2542, loss_cls: 4.6517, loss: 4.6517, grad_norm: 1.2799 2020-07-16 21:28:09,997 - mmaction - INFO - Epoch [5][500/1253] lr: 6.489e-02, eta: 4 days, 17:45:25, time: 1.121, data_time: 0.002, memory: 9061, top1_acc: 0.0992, top5_acc: 0.2594, loss_cls: 4.6266, loss: 4.6266, grad_norm: 1.2543 2020-07-16 21:28:32,240 - mmaction - INFO - Epoch [5][520/1253] lr: 6.501e-02, eta: 4 days, 17:41:24, time: 1.110, data_time: 0.002, memory: 9061, top1_acc: 0.1063, top5_acc: 0.2677, loss_cls: 4.6200, loss: 4.6200, grad_norm: 1.2665 2020-07-16 21:28:54,340 - mmaction - INFO - Epoch [5][540/1253] lr: 6.514e-02, eta: 4 days, 17:37:18, time: 1.104, data_time: 0.004, memory: 9061, top1_acc: 0.1021, top5_acc: 0.2583, loss_cls: 4.6106, loss: 4.6106, grad_norm: 1.2256 2020-07-16 21:29:16,650 - mmaction - INFO - Epoch [5][560/1253] lr: 6.527e-02, eta: 4 days, 17:33:30, time: 1.119, data_time: 0.004, memory: 9061, top1_acc: 0.1036, top5_acc: 0.2602, loss_cls: 4.6302, loss: 4.6302, grad_norm: 1.2618 2020-07-16 21:29:38,835 - mmaction - INFO - Epoch [5][580/1253] lr: 6.539e-02, eta: 4 days, 17:29:31, time: 1.108, data_time: 0.001, memory: 9061, top1_acc: 0.0956, top5_acc: 0.2609, loss_cls: 4.6215, loss: 4.6215, grad_norm: 1.2468 2020-07-16 21:30:01,064 - mmaction - INFO - Epoch [5][600/1253] lr: 6.552e-02, eta: 4 days, 17:25:35, time: 1.110, data_time: 0.003, memory: 9061, top1_acc: 0.1102, top5_acc: 0.2628, loss_cls: 4.6255, loss: 4.6255, grad_norm: 1.2703 2020-07-16 21:30:24,062 - mmaction - INFO - Epoch [5][620/1253] lr: 6.565e-02, eta: 4 days, 17:22:28, time: 1.151, data_time: 0.005, memory: 9061, top1_acc: 0.1055, top5_acc: 0.2602, loss_cls: 4.5928, loss: 4.5928, grad_norm: 1.2795 2020-07-16 21:30:46,434 - mmaction - INFO - Epoch [5][640/1253] lr: 6.577e-02, eta: 4 days, 17:18:44, time: 1.118, data_time: 0.003, memory: 9061, top1_acc: 0.1091, top5_acc: 0.2773, loss_cls: 4.5788, loss: 4.5788, grad_norm: 1.2626 2020-07-16 21:31:08,680 - mmaction - INFO - Epoch [5][660/1253] lr: 6.590e-02, eta: 4 days, 17:14:57, time: 1.113, data_time: 0.004, memory: 9061, top1_acc: 0.1076, top5_acc: 0.2737, loss_cls: 4.5891, loss: 4.5891, grad_norm: 1.2695 2020-07-16 21:31:30,817 - mmaction - INFO - Epoch [5][680/1253] lr: 6.603e-02, eta: 4 days, 17:11:03, time: 1.106, data_time: 0.003, memory: 9061, top1_acc: 0.1086, top5_acc: 0.2719, loss_cls: 4.5953, loss: 4.5953, grad_norm: 1.2420 2020-07-16 21:31:53,044 - mmaction - INFO - Epoch [5][700/1253] lr: 6.615e-02, eta: 4 days, 17:07:17, time: 1.112, data_time: 0.004, memory: 9061, top1_acc: 0.0979, top5_acc: 0.2641, loss_cls: 4.6580, loss: 4.6580, grad_norm: 1.2561 2020-07-16 21:32:15,347 - mmaction - INFO - Epoch [5][720/1253] lr: 6.628e-02, eta: 4 days, 17:03:34, time: 1.114, data_time: 0.003, memory: 9061, top1_acc: 0.1008, top5_acc: 0.2659, loss_cls: 4.5943, loss: 4.5943, grad_norm: 1.2765 2020-07-16 21:32:37,616 - mmaction - INFO - Epoch [5][740/1253] lr: 6.641e-02, eta: 4 days, 16:59:54, time: 1.115, data_time: 0.005, memory: 9061, top1_acc: 0.1010, top5_acc: 0.2732, loss_cls: 4.5829, loss: 4.5829, grad_norm: 1.2470 2020-07-16 21:32:59,832 - mmaction - INFO - Epoch [5][760/1253] lr: 6.653e-02, eta: 4 days, 16:56:11, time: 1.111, data_time: 0.003, memory: 9061, top1_acc: 0.1109, top5_acc: 0.2716, loss_cls: 4.5614, loss: 4.5614, grad_norm: 1.2680 2020-07-16 21:33:21,969 - mmaction - INFO - Epoch [5][780/1253] lr: 6.666e-02, eta: 4 days, 16:52:26, time: 1.107, data_time: 0.003, memory: 9061, top1_acc: 0.0930, top5_acc: 0.2591, loss_cls: 4.6368, loss: 4.6368, grad_norm: 1.2429 2020-07-16 21:33:44,179 - mmaction - INFO - Epoch [5][800/1253] lr: 6.679e-02, eta: 4 days, 16:48:45, time: 1.110, data_time: 0.003, memory: 9061, top1_acc: 0.1089, top5_acc: 0.2753, loss_cls: 4.5525, loss: 4.5525, grad_norm: 1.2350 2020-07-16 21:34:06,551 - mmaction - INFO - Epoch [5][820/1253] lr: 6.691e-02, eta: 4 days, 16:45:14, time: 1.118, data_time: 0.003, memory: 9061, top1_acc: 0.1081, top5_acc: 0.2766, loss_cls: 4.5346, loss: 4.5346, grad_norm: 1.2747 2020-07-16 21:34:28,743 - mmaction - INFO - Epoch [5][840/1253] lr: 6.704e-02, eta: 4 days, 16:41:37, time: 1.111, data_time: 0.004, memory: 9061, top1_acc: 0.1065, top5_acc: 0.2734, loss_cls: 4.5683, loss: 4.5683, grad_norm: 1.2448 2020-07-16 21:34:51,219 - mmaction - INFO - Epoch [5][860/1253] lr: 6.717e-02, eta: 4 days, 16:38:15, time: 1.124, data_time: 0.003, memory: 9061, top1_acc: 0.1122, top5_acc: 0.2711, loss_cls: 4.5416, loss: 4.5416, grad_norm: 1.2699 2020-07-16 21:35:13,499 - mmaction - INFO - Epoch [5][880/1253] lr: 6.730e-02, eta: 4 days, 16:34:41, time: 1.112, data_time: 0.004, memory: 9061, top1_acc: 0.1044, top5_acc: 0.2763, loss_cls: 4.5596, loss: 4.5596, grad_norm: 1.2726 2020-07-16 21:35:35,799 - mmaction - INFO - Epoch [5][900/1253] lr: 6.742e-02, eta: 4 days, 16:31:14, time: 1.117, data_time: 0.005, memory: 9061, top1_acc: 0.1018, top5_acc: 0.2672, loss_cls: 4.5632, loss: 4.5632, grad_norm: 1.2737 2020-07-16 21:35:58,160 - mmaction - INFO - Epoch [5][920/1253] lr: 6.755e-02, eta: 4 days, 16:27:47, time: 1.116, data_time: 0.003, memory: 9061, top1_acc: 0.1060, top5_acc: 0.2776, loss_cls: 4.5569, loss: 4.5569, grad_norm: 1.2498 2020-07-16 21:36:20,739 - mmaction - INFO - Epoch [5][940/1253] lr: 6.768e-02, eta: 4 days, 16:24:36, time: 1.130, data_time: 0.006, memory: 9061, top1_acc: 0.1091, top5_acc: 0.2719, loss_cls: 4.5660, loss: 4.5660, grad_norm: 1.2770 2020-07-16 21:36:42,909 - mmaction - INFO - Epoch [5][960/1253] lr: 6.780e-02, eta: 4 days, 16:21:05, time: 1.109, data_time: 0.004, memory: 9061, top1_acc: 0.1047, top5_acc: 0.2773, loss_cls: 4.5672, loss: 4.5672, grad_norm: 1.2559 2020-07-16 21:37:05,365 - mmaction - INFO - Epoch [5][980/1253] lr: 6.793e-02, eta: 4 days, 16:17:48, time: 1.122, data_time: 0.003, memory: 9061, top1_acc: 0.1146, top5_acc: 0.2724, loss_cls: 4.5605, loss: 4.5605, grad_norm: 1.2701 2020-07-16 21:37:27,418 - mmaction - INFO - Epoch [5][1000/1253] lr: 6.806e-02, eta: 4 days, 16:14:13, time: 1.103, data_time: 0.004, memory: 9061, top1_acc: 0.1057, top5_acc: 0.2628, loss_cls: 4.5949, loss: 4.5949, grad_norm: 1.2730 2020-07-16 21:37:49,892 - mmaction - INFO - Epoch [5][1020/1253] lr: 6.818e-02, eta: 4 days, 16:10:58, time: 1.121, data_time: 0.003, memory: 9061, top1_acc: 0.1148, top5_acc: 0.2773, loss_cls: 4.5192, loss: 4.5192, grad_norm: 1.2611 2020-07-16 21:38:11,975 - mmaction - INFO - Epoch [5][1040/1253] lr: 6.831e-02, eta: 4 days, 16:07:28, time: 1.106, data_time: 0.005, memory: 9061, top1_acc: 0.1055, top5_acc: 0.2799, loss_cls: 4.5487, loss: 4.5487, grad_norm: 1.2662 2020-07-16 21:38:34,214 - mmaction - INFO - Epoch [5][1060/1253] lr: 6.844e-02, eta: 4 days, 16:04:05, time: 1.112, data_time: 0.004, memory: 9061, top1_acc: 0.1120, top5_acc: 0.2693, loss_cls: 4.5591, loss: 4.5591, grad_norm: 1.2502 2020-07-16 21:38:56,643 - mmaction - INFO - Epoch [5][1080/1253] lr: 6.856e-02, eta: 4 days, 16:00:53, time: 1.121, data_time: 0.004, memory: 9061, top1_acc: 0.1057, top5_acc: 0.2669, loss_cls: 4.5633, loss: 4.5633, grad_norm: 1.2721 2020-07-16 21:39:19,040 - mmaction - INFO - Epoch [5][1100/1253] lr: 6.869e-02, eta: 4 days, 15:57:44, time: 1.122, data_time: 0.004, memory: 9061, top1_acc: 0.1156, top5_acc: 0.2820, loss_cls: 4.5245, loss: 4.5245, grad_norm: 1.2542 2020-07-16 21:39:41,189 - mmaction - INFO - Epoch [5][1120/1253] lr: 6.882e-02, eta: 4 days, 15:54:18, time: 1.105, data_time: 0.002, memory: 9061, top1_acc: 0.1146, top5_acc: 0.2880, loss_cls: 4.5025, loss: 4.5025, grad_norm: 1.2881 2020-07-16 21:40:03,617 - mmaction - INFO - Epoch [5][1140/1253] lr: 6.894e-02, eta: 4 days, 15:51:08, time: 1.120, data_time: 0.004, memory: 9061, top1_acc: 0.1115, top5_acc: 0.2841, loss_cls: 4.5295, loss: 4.5295, grad_norm: 1.2709 2020-07-16 21:40:26,040 - mmaction - INFO - Epoch [5][1160/1253] lr: 6.907e-02, eta: 4 days, 15:48:02, time: 1.122, data_time: 0.005, memory: 9061, top1_acc: 0.1185, top5_acc: 0.2844, loss_cls: 4.4982, loss: 4.4982, grad_norm: 1.2748 2020-07-16 21:40:48,311 - mmaction - INFO - Epoch [5][1180/1253] lr: 6.920e-02, eta: 4 days, 15:44:48, time: 1.114, data_time: 0.005, memory: 9061, top1_acc: 0.1185, top5_acc: 0.2875, loss_cls: 4.5160, loss: 4.5160, grad_norm: 1.3034 2020-07-16 21:41:10,517 - mmaction - INFO - Epoch [5][1200/1253] lr: 6.932e-02, eta: 4 days, 15:41:32, time: 1.110, data_time: 0.003, memory: 9061, top1_acc: 0.1055, top5_acc: 0.2828, loss_cls: 4.5348, loss: 4.5348, grad_norm: 1.2651 2020-07-16 21:41:32,802 - mmaction - INFO - Epoch [5][1220/1253] lr: 6.945e-02, eta: 4 days, 15:38:22, time: 1.115, data_time: 0.004, memory: 9061, top1_acc: 0.1073, top5_acc: 0.2766, loss_cls: 4.5309, loss: 4.5309, grad_norm: 1.2536 2020-07-16 21:41:55,101 - mmaction - INFO - Epoch [5][1240/1253] lr: 6.958e-02, eta: 4 days, 15:35:12, time: 1.114, data_time: 0.003, memory: 9061, top1_acc: 0.1065, top5_acc: 0.2773, loss_cls: 4.5394, loss: 4.5394, grad_norm: 1.2815 2020-07-16 21:45:20,788 - mmaction - INFO - Epoch [6][20/1253] lr: 6.976e-02, eta: 4 days, 17:33:01, time: 9.213, data_time: 7.811, memory: 9061, top1_acc: 0.1154, top5_acc: 0.2909, loss_cls: 4.5033, loss: 4.5033, grad_norm: 1.2730 2020-07-16 21:45:42,953 - mmaction - INFO - Epoch [6][40/1253] lr: 6.989e-02, eta: 4 days, 17:29:23, time: 1.107, data_time: 0.004, memory: 9061, top1_acc: 0.1104, top5_acc: 0.2870, loss_cls: 4.5162, loss: 4.5162, grad_norm: 1.2555 2020-07-16 21:46:04,988 - mmaction - INFO - Epoch [6][60/1253] lr: 7.001e-02, eta: 4 days, 17:25:41, time: 1.103, data_time: 0.005, memory: 9061, top1_acc: 0.1099, top5_acc: 0.2753, loss_cls: 4.5282, loss: 4.5282, grad_norm: 1.2599 2020-07-16 21:46:27,148 - mmaction - INFO - Epoch [6][80/1253] lr: 7.014e-02, eta: 4 days, 17:22:06, time: 1.108, data_time: 0.004, memory: 9061, top1_acc: 0.1164, top5_acc: 0.2893, loss_cls: 4.4979, loss: 4.4979, grad_norm: 1.3285 2020-07-16 21:46:49,292 - mmaction - INFO - Epoch [6][100/1253] lr: 7.027e-02, eta: 4 days, 17:18:32, time: 1.107, data_time: 0.004, memory: 9061, top1_acc: 0.1117, top5_acc: 0.2917, loss_cls: 4.5126, loss: 4.5126, grad_norm: 1.3044 2020-07-16 21:47:11,442 - mmaction - INFO - Epoch [6][120/1253] lr: 7.039e-02, eta: 4 days, 17:14:59, time: 1.108, data_time: 0.004, memory: 9061, top1_acc: 0.1169, top5_acc: 0.2948, loss_cls: 4.4820, loss: 4.4820, grad_norm: 1.2622 2020-07-16 21:47:33,490 - mmaction - INFO - Epoch [6][140/1253] lr: 7.052e-02, eta: 4 days, 17:11:20, time: 1.100, data_time: 0.003, memory: 9061, top1_acc: 0.1203, top5_acc: 0.2898, loss_cls: 4.4949, loss: 4.4949, grad_norm: 1.3443 2020-07-16 21:47:55,942 - mmaction - INFO - Epoch [6][160/1253] lr: 7.065e-02, eta: 4 days, 17:08:08, time: 1.126, data_time: 0.006, memory: 9061, top1_acc: 0.1164, top5_acc: 0.2898, loss_cls: 4.4758, loss: 4.4758, grad_norm: 1.2684 2020-07-16 21:48:18,069 - mmaction - INFO - Epoch [6][180/1253] lr: 7.077e-02, eta: 4 days, 17:04:38, time: 1.107, data_time: 0.002, memory: 9061, top1_acc: 0.1201, top5_acc: 0.3013, loss_cls: 4.4690, loss: 4.4690, grad_norm: 1.2689 2020-07-16 21:48:40,332 - mmaction - INFO - Epoch [6][200/1253] lr: 7.090e-02, eta: 4 days, 17:01:15, time: 1.113, data_time: 0.002, memory: 9061, top1_acc: 0.1247, top5_acc: 0.2930, loss_cls: 4.4493, loss: 4.4493, grad_norm: 1.3109 2020-07-16 21:49:02,782 - mmaction - INFO - Epoch [6][220/1253] lr: 7.103e-02, eta: 4 days, 16:58:03, time: 1.123, data_time: 0.002, memory: 9061, top1_acc: 0.1138, top5_acc: 0.2888, loss_cls: 4.5042, loss: 4.5042, grad_norm: 1.2888 2020-07-16 21:49:25,116 - mmaction - INFO - Epoch [6][240/1253] lr: 7.115e-02, eta: 4 days, 16:54:43, time: 1.114, data_time: 0.001, memory: 9061, top1_acc: 0.1221, top5_acc: 0.2990, loss_cls: 4.4384, loss: 4.4384, grad_norm: 1.2809 2020-07-16 21:49:47,322 - mmaction - INFO - Epoch [6][260/1253] lr: 7.128e-02, eta: 4 days, 16:51:22, time: 1.112, data_time: 0.004, memory: 9061, top1_acc: 0.1130, top5_acc: 0.2958, loss_cls: 4.4835, loss: 4.4835, grad_norm: 1.2788 2020-07-16 21:50:09,666 - mmaction - INFO - Epoch [6][280/1253] lr: 7.141e-02, eta: 4 days, 16:48:06, time: 1.116, data_time: 0.002, memory: 9061, top1_acc: 0.1281, top5_acc: 0.3010, loss_cls: 4.4053, loss: 4.4053, grad_norm: 1.3032 2020-07-16 21:50:31,865 - mmaction - INFO - Epoch [6][300/1253] lr: 7.153e-02, eta: 4 days, 16:44:47, time: 1.111, data_time: 0.004, memory: 9061, top1_acc: 0.1177, top5_acc: 0.2852, loss_cls: 4.4726, loss: 4.4726, grad_norm: 1.3488 2020-07-16 21:50:54,003 - mmaction - INFO - Epoch [6][320/1253] lr: 7.166e-02, eta: 4 days, 16:41:25, time: 1.108, data_time: 0.003, memory: 9061, top1_acc: 0.1188, top5_acc: 0.2974, loss_cls: 4.4639, loss: 4.4639, grad_norm: 1.3056 2020-07-16 21:51:16,371 - mmaction - INFO - Epoch [6][340/1253] lr: 7.179e-02, eta: 4 days, 16:38:13, time: 1.116, data_time: 0.008, memory: 9061, top1_acc: 0.1130, top5_acc: 0.2786, loss_cls: 4.4899, loss: 4.4899, grad_norm: 1.2832 2020-07-16 21:51:38,513 - mmaction - INFO - Epoch [6][360/1253] lr: 7.191e-02, eta: 4 days, 16:34:54, time: 1.108, data_time: 0.004, memory: 9061, top1_acc: 0.1266, top5_acc: 0.3076, loss_cls: 4.4318, loss: 4.4318, grad_norm: 1.3221 2020-07-16 21:52:00,759 - mmaction - INFO - Epoch [6][380/1253] lr: 7.204e-02, eta: 4 days, 16:31:41, time: 1.114, data_time: 0.003, memory: 9061, top1_acc: 0.1234, top5_acc: 0.3148, loss_cls: 4.4114, loss: 4.4114, grad_norm: 1.3183 2020-07-16 21:52:22,896 - mmaction - INFO - Epoch [6][400/1253] lr: 7.217e-02, eta: 4 days, 16:28:24, time: 1.107, data_time: 0.001, memory: 9061, top1_acc: 0.1255, top5_acc: 0.3016, loss_cls: 4.4533, loss: 4.4533, grad_norm: 1.2981 2020-07-16 21:52:45,201 - mmaction - INFO - Epoch [6][420/1253] lr: 7.229e-02, eta: 4 days, 16:25:12, time: 1.112, data_time: 0.001, memory: 9061, top1_acc: 0.1281, top5_acc: 0.3083, loss_cls: 4.4024, loss: 4.4024, grad_norm: 1.3012 2020-07-16 21:53:07,567 - mmaction - INFO - Epoch [6][440/1253] lr: 7.242e-02, eta: 4 days, 16:22:06, time: 1.118, data_time: 0.004, memory: 9061, top1_acc: 0.1208, top5_acc: 0.3049, loss_cls: 4.4187, loss: 4.4187, grad_norm: 1.2919 2020-07-16 21:53:29,775 - mmaction - INFO - Epoch [6][460/1253] lr: 7.255e-02, eta: 4 days, 16:18:57, time: 1.113, data_time: 0.004, memory: 9061, top1_acc: 0.1133, top5_acc: 0.3003, loss_cls: 4.4615, loss: 4.4615, grad_norm: 1.3254 2020-07-16 21:53:51,915 - mmaction - INFO - Epoch [6][480/1253] lr: 7.267e-02, eta: 4 days, 16:15:42, time: 1.106, data_time: 0.002, memory: 9061, top1_acc: 0.1161, top5_acc: 0.2966, loss_cls: 4.4772, loss: 4.4772, grad_norm: 1.2961 2020-07-16 21:54:14,159 - mmaction - INFO - Epoch [6][500/1253] lr: 7.280e-02, eta: 4 days, 16:12:34, time: 1.113, data_time: 0.003, memory: 9061, top1_acc: 0.1227, top5_acc: 0.3013, loss_cls: 4.4458, loss: 4.4458, grad_norm: 1.2725 2020-07-16 21:54:36,470 - mmaction - INFO - Epoch [6][520/1253] lr: 7.293e-02, eta: 4 days, 16:09:30, time: 1.115, data_time: 0.003, memory: 9061, top1_acc: 0.1185, top5_acc: 0.3039, loss_cls: 4.4591, loss: 4.4591, grad_norm: 1.3497 2020-07-16 21:54:58,679 - mmaction - INFO - Epoch [6][540/1253] lr: 7.305e-02, eta: 4 days, 16:06:21, time: 1.110, data_time: 0.003, memory: 9061, top1_acc: 0.1193, top5_acc: 0.2935, loss_cls: 4.4654, loss: 4.4654, grad_norm: 1.2842 2020-07-16 21:55:21,005 - mmaction - INFO - Epoch [6][560/1253] lr: 7.318e-02, eta: 4 days, 16:03:23, time: 1.119, data_time: 0.004, memory: 9061, top1_acc: 0.1250, top5_acc: 0.3091, loss_cls: 4.4229, loss: 4.4229, grad_norm: 1.3108 2020-07-16 21:55:43,390 - mmaction - INFO - Epoch [6][580/1253] lr: 7.331e-02, eta: 4 days, 16:00:22, time: 1.115, data_time: 0.001, memory: 9061, top1_acc: 0.1214, top5_acc: 0.3076, loss_cls: 4.4051, loss: 4.4051, grad_norm: 1.2871 2020-07-16 21:56:05,676 - mmaction - INFO - Epoch [6][600/1253] lr: 7.343e-02, eta: 4 days, 15:57:22, time: 1.116, data_time: 0.007, memory: 9061, top1_acc: 0.1206, top5_acc: 0.3078, loss_cls: 4.4117, loss: 4.4117, grad_norm: 1.3394 2020-07-16 21:56:27,928 - mmaction - INFO - Epoch [6][620/1253] lr: 7.356e-02, eta: 4 days, 15:54:19, time: 1.112, data_time: 0.003, memory: 9061, top1_acc: 0.1174, top5_acc: 0.3068, loss_cls: 4.4495, loss: 4.4495, grad_norm: 1.3273 2020-07-16 21:56:50,288 - mmaction - INFO - Epoch [6][640/1253] lr: 7.369e-02, eta: 4 days, 15:51:24, time: 1.119, data_time: 0.004, memory: 9061, top1_acc: 0.1234, top5_acc: 0.2948, loss_cls: 4.4452, loss: 4.4452, grad_norm: 1.2912 2020-07-16 21:57:12,672 - mmaction - INFO - Epoch [6][660/1253] lr: 7.381e-02, eta: 4 days, 15:48:29, time: 1.118, data_time: 0.003, memory: 9061, top1_acc: 0.1299, top5_acc: 0.3214, loss_cls: 4.3865, loss: 4.3865, grad_norm: 1.3171 2020-07-16 21:57:34,877 - mmaction - INFO - Epoch [6][680/1253] lr: 7.394e-02, eta: 4 days, 15:45:28, time: 1.110, data_time: 0.004, memory: 9061, top1_acc: 0.1305, top5_acc: 0.3143, loss_cls: 4.4179, loss: 4.4179, grad_norm: 1.3033 2020-07-16 21:57:56,976 - mmaction - INFO - Epoch [6][700/1253] lr: 7.407e-02, eta: 4 days, 15:42:22, time: 1.104, data_time: 0.003, memory: 9061, top1_acc: 0.1240, top5_acc: 0.3023, loss_cls: 4.4057, loss: 4.4057, grad_norm: 1.2965 2020-07-16 21:58:19,546 - mmaction - INFO - Epoch [6][720/1253] lr: 7.419e-02, eta: 4 days, 15:39:41, time: 1.130, data_time: 0.006, memory: 9061, top1_acc: 0.1260, top5_acc: 0.3169, loss_cls: 4.3625, loss: 4.3625, grad_norm: 1.3219 2020-07-16 21:58:42,115 - mmaction - INFO - Epoch [6][740/1253] lr: 7.432e-02, eta: 4 days, 15:36:57, time: 1.127, data_time: 0.002, memory: 9061, top1_acc: 0.1336, top5_acc: 0.3109, loss_cls: 4.3859, loss: 4.3859, grad_norm: 1.3059 2020-07-16 21:59:04,393 - mmaction - INFO - Epoch [6][760/1253] lr: 7.445e-02, eta: 4 days, 15:34:04, time: 1.116, data_time: 0.004, memory: 9061, top1_acc: 0.1234, top5_acc: 0.3063, loss_cls: 4.4185, loss: 4.4185, grad_norm: 1.3304 2020-07-16 21:59:26,617 - mmaction - INFO - Epoch [6][780/1253] lr: 7.457e-02, eta: 4 days, 15:31:07, time: 1.110, data_time: 0.002, memory: 9061, top1_acc: 0.1245, top5_acc: 0.2977, loss_cls: 4.4364, loss: 4.4364, grad_norm: 1.3082 2020-07-16 21:59:49,079 - mmaction - INFO - Epoch [6][800/1253] lr: 7.470e-02, eta: 4 days, 15:28:20, time: 1.121, data_time: 0.003, memory: 9061, top1_acc: 0.1221, top5_acc: 0.3010, loss_cls: 4.4073, loss: 4.4073, grad_norm: 1.3139 2020-07-16 22:00:20,729 - mmaction - INFO - Epoch [6][820/1253] lr: 7.483e-02, eta: 4 days, 15:32:11, time: 1.568, data_time: 0.005, memory: 9061, top1_acc: 0.1188, top5_acc: 0.3156, loss_cls: 4.4071, loss: 4.4071, grad_norm: 1.2751 2020-07-16 22:00:43,165 - mmaction - INFO - Epoch [6][840/1253] lr: 7.495e-02, eta: 4 days, 15:29:40, time: 1.138, data_time: 0.026, memory: 9061, top1_acc: 0.1201, top5_acc: 0.3031, loss_cls: 4.3967, loss: 4.3967, grad_norm: 1.3420 2020-07-16 22:01:05,718 - mmaction - INFO - Epoch [6][860/1253] lr: 7.508e-02, eta: 4 days, 15:27:01, time: 1.129, data_time: 0.003, memory: 9061, top1_acc: 0.1214, top5_acc: 0.3055, loss_cls: 4.4180, loss: 4.4180, grad_norm: 1.3315 2020-07-16 22:01:28,033 - mmaction - INFO - Epoch [6][880/1253] lr: 7.521e-02, eta: 4 days, 15:24:11, time: 1.114, data_time: 0.002, memory: 9061, top1_acc: 0.1266, top5_acc: 0.3083, loss_cls: 4.3932, loss: 4.3932, grad_norm: 1.2781 2020-07-16 22:01:50,405 - mmaction - INFO - Epoch [6][900/1253] lr: 7.533e-02, eta: 4 days, 15:21:28, time: 1.122, data_time: 0.004, memory: 9061, top1_acc: 0.1245, top5_acc: 0.3122, loss_cls: 4.4153, loss: 4.4153, grad_norm: 1.3390 2020-07-16 22:02:12,699 - mmaction - INFO - Epoch [6][920/1253] lr: 7.546e-02, eta: 4 days, 15:18:37, time: 1.113, data_time: 0.001, memory: 9061, top1_acc: 0.1253, top5_acc: 0.3247, loss_cls: 4.3696, loss: 4.3696, grad_norm: 1.3232 2020-07-16 22:02:35,227 - mmaction - INFO - Epoch [6][940/1253] lr: 7.559e-02, eta: 4 days, 15:15:59, time: 1.125, data_time: 0.003, memory: 9061, top1_acc: 0.1286, top5_acc: 0.3164, loss_cls: 4.3732, loss: 4.3732, grad_norm: 1.3189 2020-07-16 22:02:57,571 - mmaction - INFO - Epoch [6][960/1253] lr: 7.571e-02, eta: 4 days, 15:13:17, time: 1.121, data_time: 0.004, memory: 9061, top1_acc: 0.1302, top5_acc: 0.3146, loss_cls: 4.3647, loss: 4.3647, grad_norm: 1.2918 2020-07-16 22:03:20,026 - mmaction - INFO - Epoch [6][980/1253] lr: 7.584e-02, eta: 4 days, 15:10:35, time: 1.119, data_time: 0.001, memory: 9061, top1_acc: 0.1284, top5_acc: 0.3117, loss_cls: 4.3720, loss: 4.3720, grad_norm: 1.2963 2020-07-16 22:03:42,167 - mmaction - INFO - Epoch [6][1000/1253] lr: 7.597e-02, eta: 4 days, 15:07:44, time: 1.109, data_time: 0.005, memory: 9061, top1_acc: 0.1276, top5_acc: 0.3193, loss_cls: 4.3606, loss: 4.3606, grad_norm: 1.3181 2020-07-16 22:04:04,722 - mmaction - INFO - Epoch [6][1020/1253] lr: 7.609e-02, eta: 4 days, 15:05:10, time: 1.127, data_time: 0.003, memory: 9061, top1_acc: 0.1273, top5_acc: 0.3060, loss_cls: 4.3906, loss: 4.3906, grad_norm: 1.2959 2020-07-16 22:04:27,002 - mmaction - INFO - Epoch [6][1040/1253] lr: 7.622e-02, eta: 4 days, 15:02:27, time: 1.115, data_time: 0.004, memory: 9061, top1_acc: 0.1333, top5_acc: 0.3151, loss_cls: 4.3735, loss: 4.3735, grad_norm: 1.3559 2020-07-16 22:04:49,240 - mmaction - INFO - Epoch [6][1060/1253] lr: 7.635e-02, eta: 4 days, 14:59:43, time: 1.114, data_time: 0.005, memory: 9061, top1_acc: 0.1224, top5_acc: 0.3151, loss_cls: 4.3778, loss: 4.3778, grad_norm: 1.3436 2020-07-16 22:05:11,498 - mmaction - INFO - Epoch [6][1080/1253] lr: 7.647e-02, eta: 4 days, 14:56:59, time: 1.113, data_time: 0.001, memory: 9061, top1_acc: 0.1315, top5_acc: 0.3151, loss_cls: 4.3834, loss: 4.3834, grad_norm: 1.3286 2020-07-16 22:05:34,066 - mmaction - INFO - Epoch [6][1100/1253] lr: 7.660e-02, eta: 4 days, 14:54:27, time: 1.125, data_time: 0.001, memory: 9061, top1_acc: 0.1310, top5_acc: 0.3167, loss_cls: 4.3445, loss: 4.3445, grad_norm: 1.3290 2020-07-16 22:05:56,531 - mmaction - INFO - Epoch [6][1120/1253] lr: 7.673e-02, eta: 4 days, 14:51:54, time: 1.123, data_time: 0.004, memory: 9061, top1_acc: 0.1284, top5_acc: 0.3227, loss_cls: 4.3272, loss: 4.3272, grad_norm: 1.3239 2020-07-16 22:06:18,871 - mmaction - INFO - Epoch [6][1140/1253] lr: 7.685e-02, eta: 4 days, 14:49:15, time: 1.117, data_time: 0.004, memory: 9061, top1_acc: 0.1318, top5_acc: 0.3094, loss_cls: 4.3824, loss: 4.3824, grad_norm: 1.3407 2020-07-16 22:06:41,187 - mmaction - INFO - Epoch [6][1160/1253] lr: 7.698e-02, eta: 4 days, 14:46:39, time: 1.118, data_time: 0.004, memory: 9061, top1_acc: 0.1258, top5_acc: 0.3148, loss_cls: 4.4089, loss: 4.4089, grad_norm: 1.3083 2020-07-16 22:07:03,447 - mmaction - INFO - Epoch [6][1180/1253] lr: 7.711e-02, eta: 4 days, 14:43:58, time: 1.112, data_time: 0.003, memory: 9061, top1_acc: 0.1242, top5_acc: 0.3133, loss_cls: 4.3633, loss: 4.3633, grad_norm: 1.3581 2020-07-16 22:07:25,498 - mmaction - INFO - Epoch [6][1200/1253] lr: 7.723e-02, eta: 4 days, 14:41:10, time: 1.102, data_time: 0.003, memory: 9061, top1_acc: 0.1359, top5_acc: 0.3232, loss_cls: 4.3201, loss: 4.3201, grad_norm: 1.3305 2020-07-16 22:07:47,855 - mmaction - INFO - Epoch [6][1220/1253] lr: 7.736e-02, eta: 4 days, 14:38:36, time: 1.119, data_time: 0.004, memory: 9061, top1_acc: 0.1242, top5_acc: 0.3266, loss_cls: 4.3287, loss: 4.3287, grad_norm: 1.3544 2020-07-16 22:08:09,907 - mmaction - INFO - Epoch [6][1240/1253] lr: 7.749e-02, eta: 4 days, 14:35:50, time: 1.103, data_time: 0.003, memory: 9061, top1_acc: 0.1208, top5_acc: 0.3109, loss_cls: 4.3806, loss: 4.3806, grad_norm: 1.3269 2020-07-16 22:11:58,505 - mmaction - INFO - Epoch [7][20/1253] lr: 7.766e-02, eta: 4 days, 16:27:43, time: 10.225, data_time: 8.987, memory: 9061, top1_acc: 0.1370, top5_acc: 0.3229, loss_cls: 4.3219, loss: 4.3219, grad_norm: 1.3166 2020-07-16 22:12:20,738 - mmaction - INFO - Epoch [7][40/1253] lr: 7.779e-02, eta: 4 days, 16:24:46, time: 1.110, data_time: 0.002, memory: 9061, top1_acc: 0.1362, top5_acc: 0.3234, loss_cls: 4.3327, loss: 4.3327, grad_norm: 1.3644 2020-07-16 22:12:42,760 - mmaction - INFO - Epoch [7][60/1253] lr: 7.792e-02, eta: 4 days, 16:21:43, time: 1.103, data_time: 0.003, memory: 9061, top1_acc: 0.1352, top5_acc: 0.3333, loss_cls: 4.2715, loss: 4.2715, grad_norm: 1.3308 2020-07-16 22:13:04,957 - mmaction - INFO - Epoch [7][80/1253] lr: 7.804e-02, eta: 4 days, 16:18:46, time: 1.108, data_time: 0.001, memory: 9061, top1_acc: 0.1305, top5_acc: 0.3154, loss_cls: 4.3511, loss: 4.3511, grad_norm: 1.3262 2020-07-16 22:13:27,223 - mmaction - INFO - Epoch [7][100/1253] lr: 7.817e-02, eta: 4 days, 16:15:55, time: 1.114, data_time: 0.003, memory: 9061, top1_acc: 0.1367, top5_acc: 0.3216, loss_cls: 4.3316, loss: 4.3316, grad_norm: 1.3316 2020-07-16 22:13:49,207 - mmaction - INFO - Epoch [7][120/1253] lr: 7.830e-02, eta: 4 days, 16:12:52, time: 1.099, data_time: 0.003, memory: 9061, top1_acc: 0.1367, top5_acc: 0.3232, loss_cls: 4.3139, loss: 4.3139, grad_norm: 1.3231 2020-07-16 22:14:11,290 - mmaction - INFO - Epoch [7][140/1253] lr: 7.842e-02, eta: 4 days, 16:09:54, time: 1.104, data_time: 0.003, memory: 9061, top1_acc: 0.1307, top5_acc: 0.3219, loss_cls: 4.3489, loss: 4.3489, grad_norm: 1.3631 2020-07-16 22:14:33,296 - mmaction - INFO - Epoch [7][160/1253] lr: 7.855e-02, eta: 4 days, 16:06:53, time: 1.100, data_time: 0.003, memory: 9061, top1_acc: 0.1409, top5_acc: 0.3292, loss_cls: 4.3168, loss: 4.3168, grad_norm: 1.3456 2020-07-16 22:14:55,214 - mmaction - INFO - Epoch [7][180/1253] lr: 7.867e-02, eta: 4 days, 16:03:50, time: 1.096, data_time: 0.004, memory: 9061, top1_acc: 0.1427, top5_acc: 0.3443, loss_cls: 4.2992, loss: 4.2992, grad_norm: 1.3509 2020-07-16 22:15:17,430 - mmaction - INFO - Epoch [7][200/1253] lr: 7.880e-02, eta: 4 days, 16:01:00, time: 1.111, data_time: 0.004, memory: 9061, top1_acc: 0.1341, top5_acc: 0.3242, loss_cls: 4.3063, loss: 4.3063, grad_norm: 1.3322 2020-07-16 22:15:39,368 - mmaction - INFO - Epoch [7][220/1253] lr: 7.893e-02, eta: 4 days, 15:58:02, time: 1.100, data_time: 0.004, memory: 9061, top1_acc: 0.1443, top5_acc: 0.3401, loss_cls: 4.2864, loss: 4.2864, grad_norm: 1.3415 2020-07-16 22:16:01,451 - mmaction - INFO - Epoch [7][240/1253] lr: 7.905e-02, eta: 4 days, 15:55:07, time: 1.103, data_time: 0.001, memory: 9061, top1_acc: 0.1370, top5_acc: 0.3380, loss_cls: 4.2762, loss: 4.2762, grad_norm: 1.3203 2020-07-16 22:16:23,732 - mmaction - INFO - Epoch [7][260/1253] lr: 7.918e-02, eta: 4 days, 15:52:21, time: 1.113, data_time: 0.003, memory: 9061, top1_acc: 0.1440, top5_acc: 0.3398, loss_cls: 4.2720, loss: 4.2720, grad_norm: 1.3527 2020-07-16 22:16:45,886 - mmaction - INFO - Epoch [7][280/1253] lr: 7.931e-02, eta: 4 days, 15:49:31, time: 1.107, data_time: 0.004, memory: 9061, top1_acc: 0.1323, top5_acc: 0.3284, loss_cls: 4.3263, loss: 4.3263, grad_norm: 1.3385 2020-07-16 22:17:08,261 - mmaction - INFO - Epoch [7][300/1253] lr: 7.943e-02, eta: 4 days, 15:46:52, time: 1.120, data_time: 0.004, memory: 9061, top1_acc: 0.1323, top5_acc: 0.3315, loss_cls: 4.2804, loss: 4.2804, grad_norm: 1.3389 2020-07-16 22:17:30,550 - mmaction - INFO - Epoch [7][320/1253] lr: 7.956e-02, eta: 4 days, 15:44:09, time: 1.114, data_time: 0.003, memory: 9061, top1_acc: 0.1440, top5_acc: 0.3453, loss_cls: 4.2527, loss: 4.2527, grad_norm: 1.3787 2020-07-16 22:17:52,784 - mmaction - INFO - Epoch [7][340/1253] lr: 7.969e-02, eta: 4 days, 15:41:25, time: 1.112, data_time: 0.003, memory: 9061, top1_acc: 0.1440, top5_acc: 0.3378, loss_cls: 4.2459, loss: 4.2459, grad_norm: 1.3641 2020-07-16 22:18:15,025 - mmaction - INFO - Epoch [7][360/1253] lr: 7.981e-02, eta: 4 days, 15:38:42, time: 1.112, data_time: 0.003, memory: 9061, top1_acc: 0.1391, top5_acc: 0.3440, loss_cls: 4.2581, loss: 4.2581, grad_norm: 1.3452 2020-07-16 22:18:37,268 - mmaction - INFO - Epoch [7][380/1253] lr: 7.994e-02, eta: 4 days, 15:36:01, time: 1.114, data_time: 0.003, memory: 9061, top1_acc: 0.1380, top5_acc: 0.3344, loss_cls: 4.2901, loss: 4.2901, grad_norm: 1.3543 2020-07-16 22:18:59,298 - mmaction - INFO - Epoch [7][400/1253] lr: 8.007e-02, eta: 4 days, 15:33:08, time: 1.098, data_time: 0.001, memory: 9061, top1_acc: 0.1357, top5_acc: 0.3227, loss_cls: 4.2967, loss: 4.2967, grad_norm: 1.3563 2020-07-16 22:19:21,300 - mmaction - INFO - Epoch [7][420/1253] lr: 8.019e-02, eta: 4 days, 15:30:21, time: 1.103, data_time: 0.005, memory: 9061, top1_acc: 0.1443, top5_acc: 0.3414, loss_cls: 4.2462, loss: 4.2462, grad_norm: 1.3674 2020-07-16 22:19:43,593 - mmaction - INFO - Epoch [7][440/1253] lr: 8.032e-02, eta: 4 days, 15:27:41, time: 1.112, data_time: 0.001, memory: 9061, top1_acc: 0.1357, top5_acc: 0.3391, loss_cls: 4.2684, loss: 4.2684, grad_norm: 1.3573 2020-07-16 22:20:05,875 - mmaction - INFO - Epoch [7][460/1253] lr: 8.045e-02, eta: 4 days, 15:25:03, time: 1.115, data_time: 0.004, memory: 9061, top1_acc: 0.1411, top5_acc: 0.3323, loss_cls: 4.3080, loss: 4.3080, grad_norm: 1.3640 2020-07-16 22:20:28,440 - mmaction - INFO - Epoch [7][480/1253] lr: 8.057e-02, eta: 4 days, 15:22:39, time: 1.131, data_time: 0.003, memory: 9061, top1_acc: 0.1362, top5_acc: 0.3344, loss_cls: 4.2828, loss: 4.2828, grad_norm: 1.3358 2020-07-16 22:20:50,769 - mmaction - INFO - Epoch [7][500/1253] lr: 8.070e-02, eta: 4 days, 15:20:01, time: 1.113, data_time: 0.001, memory: 9061, top1_acc: 0.1393, top5_acc: 0.3391, loss_cls: 4.2653, loss: 4.2653, grad_norm: 1.3720 2020-07-16 22:21:13,053 - mmaction - INFO - Epoch [7][520/1253] lr: 8.083e-02, eta: 4 days, 15:17:27, time: 1.116, data_time: 0.004, memory: 9061, top1_acc: 0.1346, top5_acc: 0.3271, loss_cls: 4.2984, loss: 4.2984, grad_norm: 1.3482 2020-07-16 22:21:35,347 - mmaction - INFO - Epoch [7][540/1253] lr: 8.095e-02, eta: 4 days, 15:14:52, time: 1.115, data_time: 0.003, memory: 9061, top1_acc: 0.1492, top5_acc: 0.3359, loss_cls: 4.2293, loss: 4.2293, grad_norm: 1.3495 2020-07-16 22:21:57,573 - mmaction - INFO - Epoch [7][560/1253] lr: 8.108e-02, eta: 4 days, 15:12:14, time: 1.110, data_time: 0.003, memory: 9061, top1_acc: 0.1315, top5_acc: 0.3396, loss_cls: 4.2961, loss: 4.2961, grad_norm: 1.3797 2020-07-16 22:22:19,661 - mmaction - INFO - Epoch [7][580/1253] lr: 8.121e-02, eta: 4 days, 15:09:33, time: 1.105, data_time: 0.004, memory: 9061, top1_acc: 0.1414, top5_acc: 0.3323, loss_cls: 4.2860, loss: 4.2860, grad_norm: 1.3482 2020-07-16 22:22:41,793 - mmaction - INFO - Epoch [7][600/1253] lr: 8.133e-02, eta: 4 days, 15:06:54, time: 1.107, data_time: 0.003, memory: 9061, top1_acc: 0.1432, top5_acc: 0.3367, loss_cls: 4.2521, loss: 4.2521, grad_norm: 1.3655 2020-07-16 22:23:03,878 - mmaction - INFO - Epoch [7][620/1253] lr: 8.146e-02, eta: 4 days, 15:04:14, time: 1.104, data_time: 0.003, memory: 9061, top1_acc: 0.1466, top5_acc: 0.3380, loss_cls: 4.2570, loss: 4.2570, grad_norm: 1.3036 2020-07-16 22:23:25,968 - mmaction - INFO - Epoch [7][640/1253] lr: 8.159e-02, eta: 4 days, 15:01:35, time: 1.105, data_time: 0.003, memory: 9061, top1_acc: 0.1419, top5_acc: 0.3362, loss_cls: 4.2597, loss: 4.2597, grad_norm: 1.3470 2020-07-16 22:23:48,126 - mmaction - INFO - Epoch [7][660/1253] lr: 8.171e-02, eta: 4 days, 14:58:59, time: 1.108, data_time: 0.003, memory: 9061, top1_acc: 0.1427, top5_acc: 0.3417, loss_cls: 4.2259, loss: 4.2259, grad_norm: 1.3542 2020-07-16 22:24:10,223 - mmaction - INFO - Epoch [7][680/1253] lr: 8.184e-02, eta: 4 days, 14:56:20, time: 1.104, data_time: 0.003, memory: 9061, top1_acc: 0.1341, top5_acc: 0.3346, loss_cls: 4.2722, loss: 4.2722, grad_norm: 1.3743 2020-07-16 22:24:32,623 - mmaction - INFO - Epoch [7][700/1253] lr: 8.197e-02, eta: 4 days, 14:53:54, time: 1.120, data_time: 0.004, memory: 9061, top1_acc: 0.1313, top5_acc: 0.3349, loss_cls: 4.2883, loss: 4.2883, grad_norm: 1.3817 2020-07-16 22:24:54,946 - mmaction - INFO - Epoch [7][720/1253] lr: 8.209e-02, eta: 4 days, 14:51:29, time: 1.119, data_time: 0.004, memory: 9061, top1_acc: 0.1401, top5_acc: 0.3406, loss_cls: 4.2503, loss: 4.2503, grad_norm: 1.3837 2020-07-16 22:25:17,028 - mmaction - INFO - Epoch [7][740/1253] lr: 8.222e-02, eta: 4 days, 14:48:51, time: 1.101, data_time: 0.001, memory: 9061, top1_acc: 0.1419, top5_acc: 0.3484, loss_cls: 4.2370, loss: 4.2370, grad_norm: 1.3242 2020-07-16 22:25:39,324 - mmaction - INFO - Epoch [7][760/1253] lr: 8.235e-02, eta: 4 days, 14:46:23, time: 1.115, data_time: 0.004, memory: 9061, top1_acc: 0.1492, top5_acc: 0.3503, loss_cls: 4.2327, loss: 4.2327, grad_norm: 1.3634 2020-07-16 22:26:01,481 - mmaction - INFO - Epoch [7][780/1253] lr: 8.247e-02, eta: 4 days, 14:43:53, time: 1.110, data_time: 0.003, memory: 9061, top1_acc: 0.1495, top5_acc: 0.3510, loss_cls: 4.1901, loss: 4.1901, grad_norm: 1.3730 2020-07-16 22:26:23,738 - mmaction - INFO - Epoch [7][800/1253] lr: 8.260e-02, eta: 4 days, 14:41:23, time: 1.110, data_time: 0.001, memory: 9061, top1_acc: 0.1458, top5_acc: 0.3419, loss_cls: 4.2491, loss: 4.2491, grad_norm: 1.3291 2020-07-16 22:26:45,836 - mmaction - INFO - Epoch [7][820/1253] lr: 8.273e-02, eta: 4 days, 14:38:51, time: 1.106, data_time: 0.004, memory: 9061, top1_acc: 0.1594, top5_acc: 0.3500, loss_cls: 4.2044, loss: 4.2044, grad_norm: 1.3717 2020-07-16 22:27:07,982 - mmaction - INFO - Epoch [7][840/1253] lr: 8.285e-02, eta: 4 days, 14:36:19, time: 1.106, data_time: 0.002, memory: 9061, top1_acc: 0.1464, top5_acc: 0.3531, loss_cls: 4.2258, loss: 4.2258, grad_norm: 1.3660 2020-07-16 22:27:30,064 - mmaction - INFO - Epoch [7][860/1253] lr: 8.298e-02, eta: 4 days, 14:33:47, time: 1.104, data_time: 0.003, memory: 9061, top1_acc: 0.1492, top5_acc: 0.3448, loss_cls: 4.1979, loss: 4.1979, grad_norm: 1.3762 2020-07-16 22:27:52,185 - mmaction - INFO - Epoch [7][880/1253] lr: 8.311e-02, eta: 4 days, 14:31:16, time: 1.105, data_time: 0.003, memory: 9061, top1_acc: 0.1417, top5_acc: 0.3367, loss_cls: 4.2334, loss: 4.2334, grad_norm: 1.3554 2020-07-16 22:28:14,222 - mmaction - INFO - Epoch [7][900/1253] lr: 8.323e-02, eta: 4 days, 14:28:43, time: 1.102, data_time: 0.004, memory: 9061, top1_acc: 0.1555, top5_acc: 0.3568, loss_cls: 4.1963, loss: 4.1963, grad_norm: 1.3810 2020-07-16 22:28:36,571 - mmaction - INFO - Epoch [7][920/1253] lr: 8.336e-02, eta: 4 days, 14:26:22, time: 1.118, data_time: 0.006, memory: 9061, top1_acc: 0.1518, top5_acc: 0.3518, loss_cls: 4.1822, loss: 4.1822, grad_norm: 1.3528 2020-07-16 22:28:58,589 - mmaction - INFO - Epoch [7][940/1253] lr: 8.348e-02, eta: 4 days, 14:23:51, time: 1.103, data_time: 0.003, memory: 9061, top1_acc: 0.1529, top5_acc: 0.3503, loss_cls: 4.2299, loss: 4.2299, grad_norm: 1.3662 2020-07-16 22:29:20,672 - mmaction - INFO - Epoch [7][960/1253] lr: 8.361e-02, eta: 4 days, 14:21:20, time: 1.102, data_time: 0.001, memory: 9061, top1_acc: 0.1500, top5_acc: 0.3557, loss_cls: 4.2035, loss: 4.2035, grad_norm: 1.3985 2020-07-16 22:29:42,799 - mmaction - INFO - Epoch [7][980/1253] lr: 8.374e-02, eta: 4 days, 14:18:53, time: 1.107, data_time: 0.003, memory: 9061, top1_acc: 0.1549, top5_acc: 0.3523, loss_cls: 4.2174, loss: 4.2174, grad_norm: 1.3347 2020-07-16 22:30:04,917 - mmaction - INFO - Epoch [7][1000/1253] lr: 8.386e-02, eta: 4 days, 14:16:26, time: 1.107, data_time: 0.003, memory: 9061, top1_acc: 0.1586, top5_acc: 0.3609, loss_cls: 4.1757, loss: 4.1757, grad_norm: 1.3510 2020-07-16 22:30:27,971 - mmaction - INFO - Epoch [7][1020/1253] lr: 8.399e-02, eta: 4 days, 14:14:34, time: 1.152, data_time: 0.002, memory: 9061, top1_acc: 0.1471, top5_acc: 0.3458, loss_cls: 4.2129, loss: 4.2129, grad_norm: 1.4178 2020-07-16 22:30:50,044 - mmaction - INFO - Epoch [7][1040/1253] lr: 8.412e-02, eta: 4 days, 14:12:07, time: 1.105, data_time: 0.003, memory: 9061, top1_acc: 0.1534, top5_acc: 0.3570, loss_cls: 4.1613, loss: 4.1613, grad_norm: 1.3672 2020-07-16 22:31:12,251 - mmaction - INFO - Epoch [7][1060/1253] lr: 8.424e-02, eta: 4 days, 14:09:44, time: 1.109, data_time: 0.002, memory: 9061, top1_acc: 0.1443, top5_acc: 0.3401, loss_cls: 4.2331, loss: 4.2331, grad_norm: 1.3933 2020-07-16 22:31:34,475 - mmaction - INFO - Epoch [7][1080/1253] lr: 8.437e-02, eta: 4 days, 14:07:24, time: 1.113, data_time: 0.003, memory: 9061, top1_acc: 0.1484, top5_acc: 0.3531, loss_cls: 4.2272, loss: 4.2272, grad_norm: 1.3658 2020-07-16 22:31:56,712 - mmaction - INFO - Epoch [7][1100/1253] lr: 8.450e-02, eta: 4 days, 14:05:03, time: 1.110, data_time: 0.001, memory: 9061, top1_acc: 0.1531, top5_acc: 0.3573, loss_cls: 4.1816, loss: 4.1816, grad_norm: 1.3807 2020-07-16 22:32:18,995 - mmaction - INFO - Epoch [7][1120/1253] lr: 8.462e-02, eta: 4 days, 14:02:45, time: 1.114, data_time: 0.003, memory: 9061, top1_acc: 0.1513, top5_acc: 0.3536, loss_cls: 4.1984, loss: 4.1984, grad_norm: 1.3817 2020-07-16 22:32:41,180 - mmaction - INFO - Epoch [7][1140/1253] lr: 8.475e-02, eta: 4 days, 14:00:24, time: 1.109, data_time: 0.003, memory: 9061, top1_acc: 0.1411, top5_acc: 0.3589, loss_cls: 4.1451, loss: 4.1451, grad_norm: 1.3481 2020-07-16 22:33:03,246 - mmaction - INFO - Epoch [7][1160/1253] lr: 8.488e-02, eta: 4 days, 13:58:00, time: 1.104, data_time: 0.004, memory: 9061, top1_acc: 0.1466, top5_acc: 0.3503, loss_cls: 4.1898, loss: 4.1898, grad_norm: 1.3668 2020-07-16 22:33:25,182 - mmaction - INFO - Epoch [7][1180/1253] lr: 8.500e-02, eta: 4 days, 13:55:31, time: 1.096, data_time: 0.004, memory: 9061, top1_acc: 0.1599, top5_acc: 0.3539, loss_cls: 4.1728, loss: 4.1728, grad_norm: 1.3517 2020-07-16 22:33:47,229 - mmaction - INFO - Epoch [7][1200/1253] lr: 8.513e-02, eta: 4 days, 13:53:08, time: 1.103, data_time: 0.004, memory: 9061, top1_acc: 0.1516, top5_acc: 0.3531, loss_cls: 4.2091, loss: 4.2091, grad_norm: 1.3852 2020-07-16 22:34:09,212 - mmaction - INFO - Epoch [7][1220/1253] lr: 8.526e-02, eta: 4 days, 13:50:42, time: 1.099, data_time: 0.003, memory: 9061, top1_acc: 0.1482, top5_acc: 0.3599, loss_cls: 4.1650, loss: 4.1650, grad_norm: 1.3233 2020-07-16 22:34:31,383 - mmaction - INFO - Epoch [7][1240/1253] lr: 8.538e-02, eta: 4 days, 13:48:22, time: 1.107, data_time: 0.003, memory: 9061, top1_acc: 0.1464, top5_acc: 0.3508, loss_cls: 4.2102, loss: 4.2102, grad_norm: 1.3577 2020-07-16 22:38:06,443 - mmaction - INFO - Epoch [8][20/1253] lr: 8.555e-02, eta: 4 days, 15:17:29, time: 9.683, data_time: 8.240, memory: 9061, top1_acc: 0.1589, top5_acc: 0.3646, loss_cls: 4.1489, loss: 4.1489, grad_norm: 1.4029 2020-07-16 22:38:28,572 - mmaction - INFO - Epoch [8][40/1253] lr: 8.568e-02, eta: 4 days, 15:14:58, time: 1.107, data_time: 0.017, memory: 9061, top1_acc: 0.1461, top5_acc: 0.3547, loss_cls: 4.2126, loss: 4.2126, grad_norm: 1.3878 2020-07-16 22:38:50,616 - mmaction - INFO - Epoch [8][60/1253] lr: 8.580e-02, eta: 4 days, 15:12:24, time: 1.103, data_time: 0.003, memory: 9061, top1_acc: 0.1604, top5_acc: 0.3654, loss_cls: 4.0978, loss: 4.0978, grad_norm: 1.3434 2020-07-16 22:39:12,758 - mmaction - INFO - Epoch [8][80/1253] lr: 8.593e-02, eta: 4 days, 15:09:53, time: 1.106, data_time: 0.003, memory: 9061, top1_acc: 0.1536, top5_acc: 0.3625, loss_cls: 4.1190, loss: 4.1190, grad_norm: 1.3800 2020-07-16 22:39:35,002 - mmaction - INFO - Epoch [8][100/1253] lr: 8.606e-02, eta: 4 days, 15:07:30, time: 1.115, data_time: 0.004, memory: 9061, top1_acc: 0.1695, top5_acc: 0.3719, loss_cls: 4.0888, loss: 4.0888, grad_norm: 1.3793 2020-07-16 22:39:57,114 - mmaction - INFO - Epoch [8][120/1253] lr: 8.618e-02, eta: 4 days, 15:04:58, time: 1.103, data_time: 0.001, memory: 9061, top1_acc: 0.1628, top5_acc: 0.3703, loss_cls: 4.1454, loss: 4.1454, grad_norm: 1.3822 2020-07-16 22:40:19,207 - mmaction - INFO - Epoch [8][140/1253] lr: 8.631e-02, eta: 4 days, 15:02:28, time: 1.103, data_time: 0.003, memory: 9061, top1_acc: 0.1641, top5_acc: 0.3620, loss_cls: 4.1298, loss: 4.1298, grad_norm: 1.4043 2020-07-16 22:40:41,479 - mmaction - INFO - Epoch [8][160/1253] lr: 8.644e-02, eta: 4 days, 15:00:05, time: 1.114, data_time: 0.004, memory: 9061, top1_acc: 0.1612, top5_acc: 0.3651, loss_cls: 4.1416, loss: 4.1416, grad_norm: 1.3815 2020-07-16 22:41:03,734 - mmaction - INFO - Epoch [8][180/1253] lr: 8.656e-02, eta: 4 days, 14:57:42, time: 1.113, data_time: 0.010, memory: 9061, top1_acc: 0.1536, top5_acc: 0.3628, loss_cls: 4.1382, loss: 4.1382, grad_norm: 1.3831 2020-07-16 22:41:25,731 - mmaction - INFO - Epoch [8][200/1253] lr: 8.669e-02, eta: 4 days, 14:55:11, time: 1.100, data_time: 0.003, memory: 9061, top1_acc: 0.1531, top5_acc: 0.3620, loss_cls: 4.1448, loss: 4.1448, grad_norm: 1.3905 2020-07-16 22:41:47,834 - mmaction - INFO - Epoch [8][220/1253] lr: 8.682e-02, eta: 4 days, 14:52:44, time: 1.106, data_time: 0.003, memory: 9061, top1_acc: 0.1620, top5_acc: 0.3646, loss_cls: 4.1192, loss: 4.1192, grad_norm: 1.3792 2020-07-16 22:42:10,180 - mmaction - INFO - Epoch [8][240/1253] lr: 8.694e-02, eta: 4 days, 14:50:26, time: 1.117, data_time: 0.002, memory: 9061, top1_acc: 0.1620, top5_acc: 0.3758, loss_cls: 4.0821, loss: 4.0821, grad_norm: 1.3754 2020-07-16 22:42:32,280 - mmaction - INFO - Epoch [8][260/1253] lr: 8.707e-02, eta: 4 days, 14:47:58, time: 1.103, data_time: 0.002, memory: 9061, top1_acc: 0.1578, top5_acc: 0.3740, loss_cls: 4.1353, loss: 4.1353, grad_norm: 1.3839 2020-07-16 22:42:54,397 - mmaction - INFO - Epoch [8][280/1253] lr: 8.720e-02, eta: 4 days, 14:45:34, time: 1.108, data_time: 0.004, memory: 9061, top1_acc: 0.1578, top5_acc: 0.3711, loss_cls: 4.1295, loss: 4.1295, grad_norm: 1.3712 2020-07-16 22:43:16,451 - mmaction - INFO - Epoch [8][300/1253] lr: 8.732e-02, eta: 4 days, 14:43:07, time: 1.102, data_time: 0.003, memory: 9061, top1_acc: 0.1560, top5_acc: 0.3727, loss_cls: 4.0911, loss: 4.0911, grad_norm: 1.3703 2020-07-16 22:43:38,610 - mmaction - INFO - Epoch [8][320/1253] lr: 8.745e-02, eta: 4 days, 14:40:43, time: 1.106, data_time: 0.004, memory: 9061, top1_acc: 0.1607, top5_acc: 0.3711, loss_cls: 4.1266, loss: 4.1266, grad_norm: 1.3916 2020-07-16 22:44:00,595 - mmaction - INFO - Epoch [8][340/1253] lr: 8.757e-02, eta: 4 days, 14:38:14, time: 1.098, data_time: 0.004, memory: 9061, top1_acc: 0.1630, top5_acc: 0.3745, loss_cls: 4.0843, loss: 4.0843, grad_norm: 1.3939 2020-07-16 22:44:22,550 - mmaction - INFO - Epoch [8][360/1253] lr: 8.770e-02, eta: 4 days, 14:35:47, time: 1.100, data_time: 0.005, memory: 9061, top1_acc: 0.1547, top5_acc: 0.3622, loss_cls: 4.1151, loss: 4.1151, grad_norm: 1.4109 2020-07-16 22:44:44,517 - mmaction - INFO - Epoch [8][380/1253] lr: 8.783e-02, eta: 4 days, 14:33:19, time: 1.098, data_time: 0.003, memory: 9061, top1_acc: 0.1555, top5_acc: 0.3628, loss_cls: 4.1156, loss: 4.1156, grad_norm: 1.3926 2020-07-16 22:45:06,586 - mmaction - INFO - Epoch [8][400/1253] lr: 8.795e-02, eta: 4 days, 14:30:55, time: 1.102, data_time: 0.003, memory: 9061, top1_acc: 0.1646, top5_acc: 0.3755, loss_cls: 4.0832, loss: 4.0832, grad_norm: 1.4198 2020-07-16 22:45:28,755 - mmaction - INFO - Epoch [8][420/1253] lr: 8.808e-02, eta: 4 days, 14:28:36, time: 1.110, data_time: 0.004, memory: 9061, top1_acc: 0.1669, top5_acc: 0.3888, loss_cls: 4.0697, loss: 4.0697, grad_norm: 1.4010 2020-07-16 22:45:50,914 - mmaction - INFO - Epoch [8][440/1253] lr: 8.821e-02, eta: 4 days, 14:26:16, time: 1.107, data_time: 0.003, memory: 9061, top1_acc: 0.1688, top5_acc: 0.3714, loss_cls: 4.1293, loss: 4.1293, grad_norm: 1.4353 2020-07-16 22:46:13,000 - mmaction - INFO - Epoch [8][460/1253] lr: 8.833e-02, eta: 4 days, 14:23:55, time: 1.105, data_time: 0.004, memory: 9061, top1_acc: 0.1591, top5_acc: 0.3581, loss_cls: 4.1357, loss: 4.1357, grad_norm: 1.3840 2020-07-16 22:46:35,107 - mmaction - INFO - Epoch [8][480/1253] lr: 8.846e-02, eta: 4 days, 14:21:34, time: 1.104, data_time: 0.003, memory: 9061, top1_acc: 0.1612, top5_acc: 0.3737, loss_cls: 4.1085, loss: 4.1085, grad_norm: 1.3787 2020-07-16 22:46:57,086 - mmaction - INFO - Epoch [8][500/1253] lr: 8.859e-02, eta: 4 days, 14:19:11, time: 1.100, data_time: 0.004, memory: 9061, top1_acc: 0.1615, top5_acc: 0.3604, loss_cls: 4.1410, loss: 4.1410, grad_norm: 1.3694 2020-07-16 22:47:19,316 - mmaction - INFO - Epoch [8][520/1253] lr: 8.871e-02, eta: 4 days, 14:16:55, time: 1.110, data_time: 0.003, memory: 9061, top1_acc: 0.1732, top5_acc: 0.3742, loss_cls: 4.0786, loss: 4.0786, grad_norm: 1.4128 2020-07-16 22:47:41,826 - mmaction - INFO - Epoch [8][540/1253] lr: 8.884e-02, eta: 4 days, 14:14:51, time: 1.128, data_time: 0.005, memory: 9061, top1_acc: 0.1557, top5_acc: 0.3768, loss_cls: 4.0978, loss: 4.0978, grad_norm: 1.3991 2020-07-16 22:48:03,919 - mmaction - INFO - Epoch [8][560/1253] lr: 8.897e-02, eta: 4 days, 14:12:30, time: 1.102, data_time: 0.002, memory: 9061, top1_acc: 0.1706, top5_acc: 0.3784, loss_cls: 4.0721, loss: 4.0721, grad_norm: 1.4016 2020-07-16 22:48:26,021 - mmaction - INFO - Epoch [8][580/1253] lr: 8.909e-02, eta: 4 days, 14:10:12, time: 1.105, data_time: 0.005, memory: 9061, top1_acc: 0.1630, top5_acc: 0.3742, loss_cls: 4.0711, loss: 4.0711, grad_norm: 1.3885 2020-07-16 22:48:48,119 - mmaction - INFO - Epoch [8][600/1253] lr: 8.922e-02, eta: 4 days, 14:07:54, time: 1.105, data_time: 0.006, memory: 9061, top1_acc: 0.1667, top5_acc: 0.3750, loss_cls: 4.0798, loss: 4.0798, grad_norm: 1.3963 2020-07-16 22:49:10,433 - mmaction - INFO - Epoch [8][620/1253] lr: 8.935e-02, eta: 4 days, 14:05:46, time: 1.118, data_time: 0.006, memory: 9061, top1_acc: 0.1633, top5_acc: 0.3690, loss_cls: 4.0883, loss: 4.0883, grad_norm: 1.3671 2020-07-16 22:49:32,445 - mmaction - INFO - Epoch [8][640/1253] lr: 8.947e-02, eta: 4 days, 14:03:27, time: 1.102, data_time: 0.003, memory: 9061, top1_acc: 0.1807, top5_acc: 0.3849, loss_cls: 4.0186, loss: 4.0186, grad_norm: 1.3812 2020-07-16 22:49:54,502 - mmaction - INFO - Epoch [8][660/1253] lr: 8.960e-02, eta: 4 days, 14:01:09, time: 1.101, data_time: 0.004, memory: 9061, top1_acc: 0.1716, top5_acc: 0.3852, loss_cls: 4.0447, loss: 4.0447, grad_norm: 1.4377 2020-07-16 22:50:16,507 - mmaction - INFO - Epoch [8][680/1253] lr: 8.973e-02, eta: 4 days, 13:58:50, time: 1.100, data_time: 0.003, memory: 9061, top1_acc: 0.1549, top5_acc: 0.3768, loss_cls: 4.0952, loss: 4.0952, grad_norm: 1.4283 2020-07-16 22:50:38,550 - mmaction - INFO - Epoch [8][700/1253] lr: 8.985e-02, eta: 4 days, 13:56:35, time: 1.104, data_time: 0.004, memory: 9061, top1_acc: 0.1651, top5_acc: 0.3732, loss_cls: 4.1001, loss: 4.1001, grad_norm: 1.3955 2020-07-16 22:51:00,857 - mmaction - INFO - Epoch [8][720/1253] lr: 8.998e-02, eta: 4 days, 13:54:25, time: 1.113, data_time: 0.001, memory: 9061, top1_acc: 0.1643, top5_acc: 0.3779, loss_cls: 4.0676, loss: 4.0676, grad_norm: 1.3708 2020-07-16 22:51:23,000 - mmaction - INFO - Epoch [8][740/1253] lr: 9.011e-02, eta: 4 days, 13:52:13, time: 1.109, data_time: 0.004, memory: 9061, top1_acc: 0.1656, top5_acc: 0.3732, loss_cls: 4.0937, loss: 4.0937, grad_norm: 1.4083 2020-07-16 22:51:44,966 - mmaction - INFO - Epoch [8][760/1253] lr: 9.023e-02, eta: 4 days, 13:49:55, time: 1.098, data_time: 0.003, memory: 9061, top1_acc: 0.1677, top5_acc: 0.3807, loss_cls: 4.0443, loss: 4.0443, grad_norm: 1.3969 2020-07-16 22:52:07,120 - mmaction - INFO - Epoch [8][780/1253] lr: 9.036e-02, eta: 4 days, 13:47:43, time: 1.107, data_time: 0.003, memory: 9061, top1_acc: 0.1755, top5_acc: 0.3901, loss_cls: 4.0354, loss: 4.0354, grad_norm: 1.4276 2020-07-16 22:52:29,250 - mmaction - INFO - Epoch [8][800/1253] lr: 9.048e-02, eta: 4 days, 13:45:31, time: 1.106, data_time: 0.004, memory: 9061, top1_acc: 0.1594, top5_acc: 0.3794, loss_cls: 4.0806, loss: 4.0806, grad_norm: 1.3879 2020-07-16 22:52:51,452 - mmaction - INFO - Epoch [8][820/1253] lr: 9.061e-02, eta: 4 days, 13:43:22, time: 1.110, data_time: 0.004, memory: 9061, top1_acc: 0.1763, top5_acc: 0.3948, loss_cls: 4.0117, loss: 4.0117, grad_norm: 1.4443 2020-07-16 22:53:13,372 - mmaction - INFO - Epoch [8][840/1253] lr: 9.074e-02, eta: 4 days, 13:41:05, time: 1.096, data_time: 0.006, memory: 9061, top1_acc: 0.1635, top5_acc: 0.3758, loss_cls: 4.0977, loss: 4.0977, grad_norm: 1.4114 2020-07-16 22:53:35,625 - mmaction - INFO - Epoch [8][860/1253] lr: 9.086e-02, eta: 4 days, 13:38:58, time: 1.113, data_time: 0.003, memory: 9061, top1_acc: 0.1586, top5_acc: 0.3771, loss_cls: 4.0920, loss: 4.0920, grad_norm: 1.3781 2020-07-16 22:53:57,763 - mmaction - INFO - Epoch [8][880/1253] lr: 9.099e-02, eta: 4 days, 13:36:49, time: 1.108, data_time: 0.003, memory: 9061, top1_acc: 0.1604, top5_acc: 0.3734, loss_cls: 4.0630, loss: 4.0630, grad_norm: 1.4076 2020-07-16 22:54:19,851 - mmaction - INFO - Epoch [8][900/1253] lr: 9.112e-02, eta: 4 days, 13:34:39, time: 1.105, data_time: 0.002, memory: 9061, top1_acc: 0.1711, top5_acc: 0.3865, loss_cls: 4.0532, loss: 4.0532, grad_norm: 1.3883 2020-07-16 22:54:41,884 - mmaction - INFO - Epoch [8][920/1253] lr: 9.124e-02, eta: 4 days, 13:32:26, time: 1.101, data_time: 0.004, memory: 9061, top1_acc: 0.1701, top5_acc: 0.3799, loss_cls: 4.0314, loss: 4.0314, grad_norm: 1.3943 2020-07-16 22:55:03,978 - mmaction - INFO - Epoch [8][940/1253] lr: 9.137e-02, eta: 4 days, 13:30:16, time: 1.103, data_time: 0.002, memory: 9061, top1_acc: 0.1682, top5_acc: 0.3794, loss_cls: 4.0662, loss: 4.0662, grad_norm: 1.3998 2020-07-16 22:55:26,094 - mmaction - INFO - Epoch [8][960/1253] lr: 9.150e-02, eta: 4 days, 13:28:07, time: 1.106, data_time: 0.004, memory: 9061, top1_acc: 0.1654, top5_acc: 0.3768, loss_cls: 4.0705, loss: 4.0705, grad_norm: 1.4277 2020-07-16 22:55:48,195 - mmaction - INFO - Epoch [8][980/1253] lr: 9.162e-02, eta: 4 days, 13:25:59, time: 1.105, data_time: 0.003, memory: 9061, top1_acc: 0.1753, top5_acc: 0.4000, loss_cls: 3.9949, loss: 3.9949, grad_norm: 1.3865 2020-07-16 22:56:10,239 - mmaction - INFO - Epoch [8][1000/1253] lr: 9.175e-02, eta: 4 days, 13:23:49, time: 1.103, data_time: 0.003, memory: 9061, top1_acc: 0.1633, top5_acc: 0.3807, loss_cls: 4.0714, loss: 4.0714, grad_norm: 1.4128 2020-07-16 22:56:32,432 - mmaction - INFO - Epoch [8][1020/1253] lr: 9.188e-02, eta: 4 days, 13:21:44, time: 1.109, data_time: 0.003, memory: 9061, top1_acc: 0.1698, top5_acc: 0.3896, loss_cls: 4.0524, loss: 4.0524, grad_norm: 1.4163 2020-07-16 22:56:54,476 - mmaction - INFO - Epoch [8][1040/1253] lr: 9.200e-02, eta: 4 days, 13:19:34, time: 1.102, data_time: 0.003, memory: 9061, top1_acc: 0.1786, top5_acc: 0.3969, loss_cls: 3.9766, loss: 3.9766, grad_norm: 1.3909 2020-07-16 22:57:16,614 - mmaction - INFO - Epoch [8][1060/1253] lr: 9.213e-02, eta: 4 days, 13:17:29, time: 1.107, data_time: 0.003, memory: 9061, top1_acc: 0.1690, top5_acc: 0.3898, loss_cls: 4.0360, loss: 4.0360, grad_norm: 1.4268 2020-07-16 22:57:38,844 - mmaction - INFO - Epoch [8][1080/1253] lr: 9.226e-02, eta: 4 days, 13:15:27, time: 1.112, data_time: 0.015, memory: 9061, top1_acc: 0.1648, top5_acc: 0.3922, loss_cls: 4.0308, loss: 4.0308, grad_norm: 1.4013 2020-07-16 22:58:00,913 - mmaction - INFO - Epoch [8][1100/1253] lr: 9.238e-02, eta: 4 days, 13:13:19, time: 1.102, data_time: 0.003, memory: 9061, top1_acc: 0.1698, top5_acc: 0.3870, loss_cls: 4.0527, loss: 4.0527, grad_norm: 1.3996 2020-07-16 22:58:23,156 - mmaction - INFO - Epoch [8][1120/1253] lr: 9.251e-02, eta: 4 days, 13:11:19, time: 1.114, data_time: 0.004, memory: 9061, top1_acc: 0.1698, top5_acc: 0.3930, loss_cls: 4.0124, loss: 4.0124, grad_norm: 1.4270 2020-07-16 22:58:45,162 - mmaction - INFO - Epoch [8][1140/1253] lr: 9.264e-02, eta: 4 days, 13:09:09, time: 1.099, data_time: 0.002, memory: 9061, top1_acc: 0.1669, top5_acc: 0.3865, loss_cls: 4.0698, loss: 4.0698, grad_norm: 1.4391 2020-07-16 22:59:07,388 - mmaction - INFO - Epoch [8][1160/1253] lr: 9.276e-02, eta: 4 days, 13:07:10, time: 1.113, data_time: 0.004, memory: 9061, top1_acc: 0.1750, top5_acc: 0.3951, loss_cls: 3.9766, loss: 3.9766, grad_norm: 1.3532 2020-07-16 22:59:29,413 - mmaction - INFO - Epoch [8][1180/1253] lr: 9.289e-02, eta: 4 days, 13:05:02, time: 1.100, data_time: 0.002, memory: 9061, top1_acc: 0.1797, top5_acc: 0.4034, loss_cls: 3.9413, loss: 3.9413, grad_norm: 1.3831 2020-07-16 22:59:51,545 - mmaction - INFO - Epoch [8][1200/1253] lr: 9.302e-02, eta: 4 days, 13:03:00, time: 1.108, data_time: 0.003, memory: 9061, top1_acc: 0.1716, top5_acc: 0.3948, loss_cls: 4.0391, loss: 4.0391, grad_norm: 1.4505 2020-07-16 23:00:22,814 - mmaction - INFO - Epoch [8][1220/1253] lr: 9.314e-02, eta: 4 days, 13:05:35, time: 1.553, data_time: 0.002, memory: 9061, top1_acc: 0.1750, top5_acc: 0.3956, loss_cls: 4.0363, loss: 4.0363, grad_norm: 1.4265 2020-07-16 23:00:45,140 - mmaction - INFO - Epoch [8][1240/1253] lr: 9.327e-02, eta: 4 days, 13:03:44, time: 1.127, data_time: 0.021, memory: 9061, top1_acc: 0.1771, top5_acc: 0.4031, loss_cls: 3.9832, loss: 3.9832, grad_norm: 1.3991 2020-07-16 23:01:11,784 - mmaction - INFO - Saving checkpoint at 8 epochs 2020-07-16 23:04:43,068 - mmaction - INFO - Epoch [9][20/1253] lr: 9.342e-02, eta: 4 days, 14:29:24, time: 10.460, data_time: 9.131, memory: 9061, top1_acc: 0.1714, top5_acc: 0.3885, loss_cls: 4.0375, loss: 4.0375, grad_norm: 1.3957 2020-07-16 23:05:05,122 - mmaction - INFO - Epoch [9][40/1253] lr: 9.355e-02, eta: 4 days, 14:27:09, time: 1.103, data_time: 0.003, memory: 9061, top1_acc: 0.1740, top5_acc: 0.3997, loss_cls: 3.9848, loss: 3.9848, grad_norm: 1.3994 2020-07-16 23:05:27,074 - mmaction - INFO - Epoch [9][60/1253] lr: 9.368e-02, eta: 4 days, 14:24:52, time: 1.099, data_time: 0.003, memory: 9061, top1_acc: 0.1810, top5_acc: 0.3927, loss_cls: 4.0206, loss: 4.0206, grad_norm: 1.4134 2020-07-16 23:05:49,302 - mmaction - INFO - Epoch [9][80/1253] lr: 9.380e-02, eta: 4 days, 14:22:42, time: 1.110, data_time: 0.002, memory: 9061, top1_acc: 0.1766, top5_acc: 0.4044, loss_cls: 3.9419, loss: 3.9419, grad_norm: 1.4001 2020-07-16 23:06:11,303 - mmaction - INFO - Epoch [9][100/1253] lr: 9.393e-02, eta: 4 days, 14:20:26, time: 1.099, data_time: 0.003, memory: 9061, top1_acc: 0.1898, top5_acc: 0.4102, loss_cls: 3.9370, loss: 3.9370, grad_norm: 1.4028 2020-07-16 23:06:33,378 - mmaction - INFO - Epoch [9][120/1253] lr: 9.406e-02, eta: 4 days, 14:18:15, time: 1.106, data_time: 0.004, memory: 9061, top1_acc: 0.1721, top5_acc: 0.4003, loss_cls: 4.0178, loss: 4.0178, grad_norm: 1.3936 2020-07-16 23:06:55,550 - mmaction - INFO - Epoch [9][140/1253] lr: 9.418e-02, eta: 4 days, 14:16:04, time: 1.106, data_time: 0.002, memory: 9061, top1_acc: 0.1802, top5_acc: 0.4086, loss_cls: 3.9708, loss: 3.9708, grad_norm: 1.4239 2020-07-16 23:07:17,703 - mmaction - INFO - Epoch [9][160/1253] lr: 9.431e-02, eta: 4 days, 14:13:55, time: 1.109, data_time: 0.004, memory: 9061, top1_acc: 0.1841, top5_acc: 0.3987, loss_cls: 3.9657, loss: 3.9657, grad_norm: 1.4247 2020-07-16 23:07:39,760 - mmaction - INFO - Epoch [9][180/1253] lr: 9.444e-02, eta: 4 days, 14:11:44, time: 1.104, data_time: 0.003, memory: 9061, top1_acc: 0.1854, top5_acc: 0.3984, loss_cls: 3.9475, loss: 3.9475, grad_norm: 1.4265 2020-07-16 23:08:01,661 - mmaction - INFO - Epoch [9][200/1253] lr: 9.456e-02, eta: 4 days, 14:09:28, time: 1.094, data_time: 0.001, memory: 9061, top1_acc: 0.1826, top5_acc: 0.3888, loss_cls: 3.9758, loss: 3.9758, grad_norm: 1.4257 2020-07-16 23:08:23,668 - mmaction - INFO - Epoch [9][220/1253] lr: 9.469e-02, eta: 4 days, 14:07:14, time: 1.099, data_time: 0.005, memory: 9061, top1_acc: 0.1810, top5_acc: 0.4047, loss_cls: 3.9348, loss: 3.9348, grad_norm: 1.4220 2020-07-16 23:08:45,738 - mmaction - INFO - Epoch [9][240/1253] lr: 9.482e-02, eta: 4 days, 14:05:05, time: 1.105, data_time: 0.004, memory: 9061, top1_acc: 0.1760, top5_acc: 0.4008, loss_cls: 3.9945, loss: 3.9945, grad_norm: 1.4515 2020-07-16 23:09:07,972 - mmaction - INFO - Epoch [9][260/1253] lr: 9.494e-02, eta: 4 days, 14:03:00, time: 1.112, data_time: 0.002, memory: 9061, top1_acc: 0.1773, top5_acc: 0.3977, loss_cls: 3.9872, loss: 3.9872, grad_norm: 1.4499 2020-07-16 23:09:29,946 - mmaction - INFO - Epoch [9][280/1253] lr: 9.507e-02, eta: 4 days, 14:00:48, time: 1.099, data_time: 0.002, memory: 9061, top1_acc: 0.1786, top5_acc: 0.4060, loss_cls: 3.9532, loss: 3.9532, grad_norm: 1.4373 2020-07-16 23:09:51,880 - mmaction - INFO - Epoch [9][300/1253] lr: 9.519e-02, eta: 4 days, 13:58:34, time: 1.096, data_time: 0.002, memory: 9061, top1_acc: 0.1750, top5_acc: 0.3961, loss_cls: 3.9873, loss: 3.9873, grad_norm: 1.4371 2020-07-16 23:10:13,850 - mmaction - INFO - Epoch [9][320/1253] lr: 9.532e-02, eta: 4 days, 13:56:23, time: 1.099, data_time: 0.002, memory: 9061, top1_acc: 0.1906, top5_acc: 0.4172, loss_cls: 3.9468, loss: 3.9468, grad_norm: 1.4142 2020-07-16 23:10:35,857 - mmaction - INFO - Epoch [9][340/1253] lr: 9.545e-02, eta: 4 days, 13:54:11, time: 1.098, data_time: 0.002, memory: 9061, top1_acc: 0.1813, top5_acc: 0.4026, loss_cls: 3.9657, loss: 3.9657, grad_norm: 1.4244 2020-07-16 23:10:58,021 - mmaction - INFO - Epoch [9][360/1253] lr: 9.557e-02, eta: 4 days, 13:52:07, time: 1.109, data_time: 0.004, memory: 9061, top1_acc: 0.1896, top5_acc: 0.4109, loss_cls: 3.9487, loss: 3.9487, grad_norm: 1.4049 2020-07-16 23:11:20,381 - mmaction - INFO - Epoch [9][380/1253] lr: 9.570e-02, eta: 4 days, 13:50:09, time: 1.119, data_time: 0.003, memory: 9061, top1_acc: 0.1810, top5_acc: 0.4076, loss_cls: 3.9510, loss: 3.9510, grad_norm: 1.4315 2020-07-16 23:11:42,479 - mmaction - INFO - Epoch [9][400/1253] lr: 9.583e-02, eta: 4 days, 13:48:03, time: 1.105, data_time: 0.002, memory: 9061, top1_acc: 0.1867, top5_acc: 0.3966, loss_cls: 3.9569, loss: 3.9569, grad_norm: 1.4573 2020-07-16 23:12:04,652 - mmaction - INFO - Epoch [9][420/1253] lr: 9.595e-02, eta: 4 days, 13:45:58, time: 1.107, data_time: 0.002, memory: 9061, top1_acc: 0.1797, top5_acc: 0.4044, loss_cls: 3.9804, loss: 3.9804, grad_norm: 1.4230 2020-07-16 23:12:26,785 - mmaction - INFO - Epoch [9][440/1253] lr: 9.608e-02, eta: 4 days, 13:43:54, time: 1.107, data_time: 0.006, memory: 9061, top1_acc: 0.1927, top5_acc: 0.4089, loss_cls: 3.9657, loss: 3.9657, grad_norm: 1.4103 2020-07-16 23:12:48,750 - mmaction - INFO - Epoch [9][460/1253] lr: 9.621e-02, eta: 4 days, 13:41:45, time: 1.098, data_time: 0.003, memory: 9061, top1_acc: 0.1802, top5_acc: 0.4128, loss_cls: 3.9443, loss: 3.9443, grad_norm: 1.4201 2020-07-16 23:13:10,787 - mmaction - INFO - Epoch [9][480/1253] lr: 9.633e-02, eta: 4 days, 13:39:39, time: 1.102, data_time: 0.003, memory: 9061, top1_acc: 0.1836, top5_acc: 0.4078, loss_cls: 3.9501, loss: 3.9501, grad_norm: 1.4249 2020-07-16 23:13:33,094 - mmaction - INFO - Epoch [9][500/1253] lr: 9.646e-02, eta: 4 days, 13:37:39, time: 1.113, data_time: 0.004, memory: 9061, top1_acc: 0.1688, top5_acc: 0.3951, loss_cls: 4.0138, loss: 4.0138, grad_norm: 1.3947 2020-07-16 23:13:55,402 - mmaction - INFO - Epoch [9][520/1253] lr: 9.659e-02, eta: 4 days, 13:35:44, time: 1.119, data_time: 0.005, memory: 9061, top1_acc: 0.1841, top5_acc: 0.4112, loss_cls: 3.9407, loss: 3.9407, grad_norm: 1.4317 2020-07-16 23:14:17,461 - mmaction - INFO - Epoch [9][540/1253] lr: 9.671e-02, eta: 4 days, 13:33:38, time: 1.100, data_time: 0.002, memory: 9061, top1_acc: 0.1839, top5_acc: 0.4120, loss_cls: 3.9276, loss: 3.9276, grad_norm: 1.4248 2020-07-16 23:14:39,591 - mmaction - INFO - Epoch [9][560/1253] lr: 9.684e-02, eta: 4 days, 13:31:36, time: 1.107, data_time: 0.004, memory: 9061, top1_acc: 0.1958, top5_acc: 0.4193, loss_cls: 3.9042, loss: 3.9042, grad_norm: 1.4119 2020-07-16 23:15:01,658 - mmaction - INFO - Epoch [9][580/1253] lr: 9.696e-02, eta: 4 days, 13:29:32, time: 1.104, data_time: 0.004, memory: 9061, top1_acc: 0.1930, top5_acc: 0.4177, loss_cls: 3.9051, loss: 3.9051, grad_norm: 1.4177 2020-07-16 23:15:23,573 - mmaction - INFO - Epoch [9][600/1253] lr: 9.709e-02, eta: 4 days, 13:27:25, time: 1.096, data_time: 0.004, memory: 9061, top1_acc: 0.1857, top5_acc: 0.4081, loss_cls: 3.9241, loss: 3.9241, grad_norm: 1.4321 2020-07-16 23:15:45,547 - mmaction - INFO - Epoch [9][620/1253] lr: 9.722e-02, eta: 4 days, 13:25:20, time: 1.099, data_time: 0.003, memory: 9061, top1_acc: 0.1841, top5_acc: 0.4102, loss_cls: 3.9515, loss: 3.9515, grad_norm: 1.4096 2020-07-16 23:16:07,652 - mmaction - INFO - Epoch [9][640/1253] lr: 9.734e-02, eta: 4 days, 13:23:18, time: 1.104, data_time: 0.002, memory: 9061, top1_acc: 0.1901, top5_acc: 0.4143, loss_cls: 3.8772, loss: 3.8772, grad_norm: 1.4233 2020-07-16 23:16:29,626 - mmaction - INFO - Epoch [9][660/1253] lr: 9.747e-02, eta: 4 days, 13:21:14, time: 1.099, data_time: 0.003, memory: 9061, top1_acc: 0.1826, top5_acc: 0.4008, loss_cls: 3.9282, loss: 3.9282, grad_norm: 1.4536 2020-07-16 23:16:51,799 - mmaction - INFO - Epoch [9][680/1253] lr: 9.760e-02, eta: 4 days, 13:19:15, time: 1.109, data_time: 0.003, memory: 9061, top1_acc: 0.1776, top5_acc: 0.4055, loss_cls: 3.9795, loss: 3.9795, grad_norm: 1.4445 2020-07-16 23:17:13,807 - mmaction - INFO - Epoch [9][700/1253] lr: 9.772e-02, eta: 4 days, 13:17:12, time: 1.100, data_time: 0.002, memory: 9061, top1_acc: 0.1919, top5_acc: 0.4206, loss_cls: 3.8973, loss: 3.8973, grad_norm: 1.4277 2020-07-16 23:17:35,909 - mmaction - INFO - Epoch [9][720/1253] lr: 9.785e-02, eta: 4 days, 13:15:11, time: 1.103, data_time: 0.003, memory: 9061, top1_acc: 0.1958, top5_acc: 0.4117, loss_cls: 3.9527, loss: 3.9527, grad_norm: 1.4200 2020-07-16 23:17:57,890 - mmaction - INFO - Epoch [9][740/1253] lr: 9.798e-02, eta: 4 days, 13:13:08, time: 1.099, data_time: 0.005, memory: 9061, top1_acc: 0.1727, top5_acc: 0.4029, loss_cls: 3.9560, loss: 3.9560, grad_norm: 1.3955 2020-07-16 23:18:20,050 - mmaction - INFO - Epoch [9][760/1253] lr: 9.810e-02, eta: 4 days, 13:11:12, time: 1.110, data_time: 0.004, memory: 9061, top1_acc: 0.1945, top5_acc: 0.4120, loss_cls: 3.9167, loss: 3.9167, grad_norm: 1.4412 2020-07-16 23:18:42,277 - mmaction - INFO - Epoch [9][780/1253] lr: 9.823e-02, eta: 4 days, 13:09:15, time: 1.109, data_time: 0.002, memory: 9061, top1_acc: 0.1904, top5_acc: 0.4010, loss_cls: 3.9590, loss: 3.9590, grad_norm: 1.4336 2020-07-16 23:19:04,265 - mmaction - INFO - Epoch [9][800/1253] lr: 9.836e-02, eta: 4 days, 13:07:14, time: 1.100, data_time: 0.004, memory: 9061, top1_acc: 0.1883, top5_acc: 0.4143, loss_cls: 3.9245, loss: 3.9245, grad_norm: 1.3886 2020-07-16 23:19:26,211 - mmaction - INFO - Epoch [9][820/1253] lr: 9.848e-02, eta: 4 days, 13:05:12, time: 1.098, data_time: 0.003, memory: 9061, top1_acc: 0.1927, top5_acc: 0.4044, loss_cls: 3.9181, loss: 3.9181, grad_norm: 1.4194 2020-07-16 23:19:48,717 - mmaction - INFO - Epoch [9][840/1253] lr: 9.861e-02, eta: 4 days, 13:03:25, time: 1.124, data_time: 0.002, memory: 9061, top1_acc: 0.1883, top5_acc: 0.4159, loss_cls: 3.8776, loss: 3.8776, grad_norm: 1.4275 2020-07-16 23:20:10,879 - mmaction - INFO - Epoch [9][860/1253] lr: 9.874e-02, eta: 4 days, 13:01:30, time: 1.109, data_time: 0.005, memory: 9061, top1_acc: 0.1924, top5_acc: 0.4076, loss_cls: 3.9107, loss: 3.9107, grad_norm: 1.4624 2020-07-16 23:20:32,795 - mmaction - INFO - Epoch [9][880/1253] lr: 9.886e-02, eta: 4 days, 12:59:27, time: 1.096, data_time: 0.003, memory: 9061, top1_acc: 0.1823, top5_acc: 0.4195, loss_cls: 3.9278, loss: 3.9278, grad_norm: 1.4433 2020-07-16 23:20:54,820 - mmaction - INFO - Epoch [9][900/1253] lr: 9.899e-02, eta: 4 days, 12:57:28, time: 1.099, data_time: 0.002, memory: 9061, top1_acc: 0.1880, top5_acc: 0.4211, loss_cls: 3.8603, loss: 3.8603, grad_norm: 1.4098 2020-07-16 23:21:16,842 - mmaction - INFO - Epoch [9][920/1253] lr: 9.911e-02, eta: 4 days, 12:55:29, time: 1.102, data_time: 0.004, memory: 9061, top1_acc: 0.1917, top5_acc: 0.4201, loss_cls: 3.9126, loss: 3.9126, grad_norm: 1.4657 2020-07-16 23:21:39,136 - mmaction - INFO - Epoch [9][940/1253] lr: 9.924e-02, eta: 4 days, 12:53:39, time: 1.114, data_time: 0.003, memory: 9061, top1_acc: 0.1805, top5_acc: 0.4023, loss_cls: 3.9490, loss: 3.9490, grad_norm: 1.4549 2020-07-16 23:22:01,273 - mmaction - INFO - Epoch [9][960/1253] lr: 9.937e-02, eta: 4 days, 12:51:43, time: 1.106, data_time: 0.003, memory: 9061, top1_acc: 0.1878, top5_acc: 0.4068, loss_cls: 3.8950, loss: 3.8950, grad_norm: 1.4402 2020-07-16 23:22:23,315 - mmaction - INFO - Epoch [9][980/1253] lr: 9.949e-02, eta: 4 days, 12:49:46, time: 1.102, data_time: 0.004, memory: 9061, top1_acc: 0.1854, top5_acc: 0.4055, loss_cls: 3.9347, loss: 3.9347, grad_norm: 1.4451 2020-07-16 23:22:45,306 - mmaction - INFO - Epoch [9][1000/1253] lr: 9.962e-02, eta: 4 days, 12:47:49, time: 1.100, data_time: 0.004, memory: 9061, top1_acc: 0.1935, top5_acc: 0.4172, loss_cls: 3.8913, loss: 3.8913, grad_norm: 1.4162 2020-07-16 23:23:07,359 - mmaction - INFO - Epoch [9][1020/1253] lr: 9.975e-02, eta: 4 days, 12:45:52, time: 1.101, data_time: 0.003, memory: 9061, top1_acc: 0.1927, top5_acc: 0.4195, loss_cls: 3.9099, loss: 3.9099, grad_norm: 1.4461 2020-07-16 23:23:29,329 - mmaction - INFO - Epoch [9][1040/1253] lr: 9.987e-02, eta: 4 days, 12:43:54, time: 1.099, data_time: 0.005, memory: 9061, top1_acc: 0.1898, top5_acc: 0.4060, loss_cls: 3.9082, loss: 3.9082, grad_norm: 1.4801 2020-07-16 23:23:51,443 - mmaction - INFO - Epoch [9][1060/1253] lr: 1.000e-01, eta: 4 days, 12:42:01, time: 1.107, data_time: 0.004, memory: 9061, top1_acc: 0.1891, top5_acc: 0.4177, loss_cls: 3.8876, loss: 3.8876, grad_norm: 1.4523 2020-07-16 23:24:13,315 - mmaction - INFO - Epoch [9][1080/1253] lr: 1.001e-01, eta: 4 days, 12:40:01, time: 1.094, data_time: 0.003, memory: 9061, top1_acc: 0.1966, top5_acc: 0.4151, loss_cls: 3.8719, loss: 3.8719, grad_norm: 1.4310 2020-07-16 23:24:35,198 - mmaction - INFO - Epoch [9][1100/1253] lr: 1.003e-01, eta: 4 days, 12:38:01, time: 1.093, data_time: 0.004, memory: 9061, top1_acc: 0.1906, top5_acc: 0.4242, loss_cls: 3.8688, loss: 3.8688, grad_norm: 1.4215 2020-07-16 23:24:57,349 - mmaction - INFO - Epoch [9][1120/1253] lr: 1.004e-01, eta: 4 days, 12:36:10, time: 1.108, data_time: 0.004, memory: 9061, top1_acc: 0.1953, top5_acc: 0.4250, loss_cls: 3.8847, loss: 3.8847, grad_norm: 1.4284 2020-07-16 23:25:19,293 - mmaction - INFO - Epoch [9][1140/1253] lr: 1.005e-01, eta: 4 days, 12:34:13, time: 1.098, data_time: 0.003, memory: 9061, top1_acc: 0.1852, top5_acc: 0.4102, loss_cls: 3.9180, loss: 3.9180, grad_norm: 1.4210 2020-07-16 23:25:41,394 - mmaction - INFO - Epoch [9][1160/1253] lr: 1.006e-01, eta: 4 days, 12:32:21, time: 1.107, data_time: 0.002, memory: 9061, top1_acc: 0.1849, top5_acc: 0.4094, loss_cls: 3.9073, loss: 3.9073, grad_norm: 1.4547 2020-07-16 23:26:03,301 - mmaction - INFO - Epoch [9][1180/1253] lr: 1.008e-01, eta: 4 days, 12:30:23, time: 1.093, data_time: 0.001, memory: 9061, top1_acc: 0.1984, top5_acc: 0.4190, loss_cls: 3.8594, loss: 3.8594, grad_norm: 1.4410 2020-07-16 23:26:25,385 - mmaction - INFO - Epoch [9][1200/1253] lr: 1.009e-01, eta: 4 days, 12:28:31, time: 1.104, data_time: 0.003, memory: 9061, top1_acc: 0.1961, top5_acc: 0.4117, loss_cls: 3.8770, loss: 3.8770, grad_norm: 1.4227 2020-07-16 23:26:47,383 - mmaction - INFO - Epoch [9][1220/1253] lr: 1.010e-01, eta: 4 days, 12:26:36, time: 1.099, data_time: 0.003, memory: 9061, top1_acc: 0.1880, top5_acc: 0.4133, loss_cls: 3.9036, loss: 3.9036, grad_norm: 1.4204 2020-07-16 23:27:09,251 - mmaction - INFO - Epoch [9][1240/1253] lr: 1.011e-01, eta: 4 days, 12:24:39, time: 1.095, data_time: 0.004, memory: 9061, top1_acc: 0.1984, top5_acc: 0.4240, loss_cls: 3.8741, loss: 3.8741, grad_norm: 1.4209 2020-07-16 23:30:33,337 - mmaction - INFO - Epoch [10][20/1253] lr: 1.013e-01, eta: 4 days, 13:28:22, time: 9.134, data_time: 7.780, memory: 9061, top1_acc: 0.1927, top5_acc: 0.4331, loss_cls: 3.8256, loss: 3.8256, grad_norm: 1.4490 2020-07-16 23:30:55,266 - mmaction - INFO - Epoch [10][40/1253] lr: 1.014e-01, eta: 4 days, 13:26:19, time: 1.096, data_time: 0.002, memory: 9061, top1_acc: 0.2029, top5_acc: 0.4375, loss_cls: 3.7995, loss: 3.7995, grad_norm: 1.4653 2020-07-16 23:31:17,340 - mmaction - INFO - Epoch [10][60/1253] lr: 1.015e-01, eta: 4 days, 13:24:22, time: 1.105, data_time: 0.002, memory: 9061, top1_acc: 0.1924, top5_acc: 0.4203, loss_cls: 3.8881, loss: 3.8881, grad_norm: 1.4756 2020-07-16 23:31:39,435 - mmaction - INFO - Epoch [10][80/1253] lr: 1.017e-01, eta: 4 days, 13:22:23, time: 1.101, data_time: 0.001, memory: 9061, top1_acc: 0.1922, top5_acc: 0.4258, loss_cls: 3.8386, loss: 3.8386, grad_norm: 1.4186 2020-07-16 23:32:01,498 - mmaction - INFO - Epoch [10][100/1253] lr: 1.018e-01, eta: 4 days, 13:20:26, time: 1.105, data_time: 0.004, memory: 9061, top1_acc: 0.1961, top5_acc: 0.4161, loss_cls: 3.8787, loss: 3.8787, grad_norm: 1.4107 2020-07-16 23:32:23,854 - mmaction - INFO - Epoch [10][120/1253] lr: 1.019e-01, eta: 4 days, 13:18:37, time: 1.118, data_time: 0.003, memory: 9061, top1_acc: 0.2039, top5_acc: 0.4331, loss_cls: 3.8155, loss: 3.8155, grad_norm: 1.4558 2020-07-16 23:32:45,836 - mmaction - INFO - Epoch [10][140/1253] lr: 1.020e-01, eta: 4 days, 13:16:38, time: 1.099, data_time: 0.003, memory: 9061, top1_acc: 0.2091, top5_acc: 0.4362, loss_cls: 3.7933, loss: 3.7933, grad_norm: 1.4173 2020-07-16 23:33:07,792 - mmaction - INFO - Epoch [10][160/1253] lr: 1.022e-01, eta: 4 days, 13:14:38, time: 1.098, data_time: 0.006, memory: 9061, top1_acc: 0.1961, top5_acc: 0.4250, loss_cls: 3.8467, loss: 3.8467, grad_norm: 1.4794 2020-07-16 23:33:29,864 - mmaction - INFO - Epoch [10][180/1253] lr: 1.023e-01, eta: 4 days, 13:12:42, time: 1.103, data_time: 0.003, memory: 9061, top1_acc: 0.2010, top5_acc: 0.4406, loss_cls: 3.8121, loss: 3.8121, grad_norm: 1.4388 2020-07-16 23:33:51,926 - mmaction - INFO - Epoch [10][200/1253] lr: 1.024e-01, eta: 4 days, 13:10:46, time: 1.104, data_time: 0.003, memory: 9061, top1_acc: 0.1867, top5_acc: 0.4193, loss_cls: 3.9131, loss: 3.9131, grad_norm: 1.4397 2020-07-16 23:34:13,907 - mmaction - INFO - Epoch [10][220/1253] lr: 1.025e-01, eta: 4 days, 13:08:50, time: 1.101, data_time: 0.003, memory: 9061, top1_acc: 0.2120, top5_acc: 0.4497, loss_cls: 3.7857, loss: 3.7857, grad_norm: 1.4461 2020-07-16 23:34:35,871 - mmaction - INFO - Epoch [10][240/1253] lr: 1.027e-01, eta: 4 days, 13:06:50, time: 1.096, data_time: 0.001, memory: 9061, top1_acc: 0.1977, top5_acc: 0.4247, loss_cls: 3.8427, loss: 3.8427, grad_norm: 1.4804 2020-07-16 23:34:57,798 - mmaction - INFO - Epoch [10][260/1253] lr: 1.028e-01, eta: 4 days, 13:04:51, time: 1.096, data_time: 0.003, memory: 9061, top1_acc: 0.2062, top5_acc: 0.4372, loss_cls: 3.8449, loss: 3.8449, grad_norm: 1.4632 2020-07-16 23:35:19,953 - mmaction - INFO - Epoch [10][280/1253] lr: 1.029e-01, eta: 4 days, 13:03:00, time: 1.110, data_time: 0.004, memory: 9061, top1_acc: 0.2049, top5_acc: 0.4391, loss_cls: 3.7921, loss: 3.7921, grad_norm: 1.4328 2020-07-16 23:35:42,149 - mmaction - INFO - Epoch [10][300/1253] lr: 1.031e-01, eta: 4 days, 13:01:09, time: 1.110, data_time: 0.002, memory: 9061, top1_acc: 0.2026, top5_acc: 0.4294, loss_cls: 3.8038, loss: 3.8038, grad_norm: 1.4404 2020-07-16 23:36:04,079 - mmaction - INFO - Epoch [10][320/1253] lr: 1.032e-01, eta: 4 days, 12:59:13, time: 1.098, data_time: 0.002, memory: 9061, top1_acc: 0.2070, top5_acc: 0.4232, loss_cls: 3.8261, loss: 3.8261, grad_norm: 1.4704 2020-07-16 23:36:26,006 - mmaction - INFO - Epoch [10][340/1253] lr: 1.033e-01, eta: 4 days, 12:57:14, time: 1.094, data_time: 0.001, memory: 9061, top1_acc: 0.2021, top5_acc: 0.4424, loss_cls: 3.8062, loss: 3.8062, grad_norm: 1.4390 2020-07-16 23:36:47,828 - mmaction - INFO - Epoch [10][360/1253] lr: 1.034e-01, eta: 4 days, 12:55:15, time: 1.093, data_time: 0.004, memory: 9061, top1_acc: 0.2068, top5_acc: 0.4352, loss_cls: 3.8311, loss: 3.8311, grad_norm: 1.4701 2020-07-16 23:37:09,699 - mmaction - INFO - Epoch [10][380/1253] lr: 1.036e-01, eta: 4 days, 12:53:16, time: 1.092, data_time: 0.002, memory: 9061, top1_acc: 0.1974, top5_acc: 0.4286, loss_cls: 3.8250, loss: 3.8250, grad_norm: 1.4629 2020-07-16 23:37:31,730 - mmaction - INFO - Epoch [10][400/1253] lr: 1.037e-01, eta: 4 days, 12:51:22, time: 1.101, data_time: 0.003, memory: 9061, top1_acc: 0.2008, top5_acc: 0.4221, loss_cls: 3.8413, loss: 3.8413, grad_norm: 1.4631 2020-07-16 23:37:53,721 - mmaction - INFO - Epoch [10][420/1253] lr: 1.038e-01, eta: 4 days, 12:49:28, time: 1.100, data_time: 0.004, memory: 9061, top1_acc: 0.2010, top5_acc: 0.4326, loss_cls: 3.8420, loss: 3.8420, grad_norm: 1.4285 2020-07-16 23:38:15,780 - mmaction - INFO - Epoch [10][440/1253] lr: 1.039e-01, eta: 4 days, 12:47:37, time: 1.104, data_time: 0.003, memory: 9061, top1_acc: 0.2073, top5_acc: 0.4315, loss_cls: 3.8472, loss: 3.8472, grad_norm: 1.4781 2020-07-16 23:38:37,790 - mmaction - INFO - Epoch [10][460/1253] lr: 1.041e-01, eta: 4 days, 12:45:44, time: 1.101, data_time: 0.002, memory: 9061, top1_acc: 0.2120, top5_acc: 0.4388, loss_cls: 3.7931, loss: 3.7931, grad_norm: 1.4363 2020-07-16 23:39:00,070 - mmaction - INFO - Epoch [10][480/1253] lr: 1.042e-01, eta: 4 days, 12:43:57, time: 1.112, data_time: 0.007, memory: 9061, top1_acc: 0.1990, top5_acc: 0.4359, loss_cls: 3.8492, loss: 3.8492, grad_norm: 1.4380 2020-07-16 23:39:22,192 - mmaction - INFO - Epoch [10][500/1253] lr: 1.043e-01, eta: 4 days, 12:42:07, time: 1.106, data_time: 0.003, memory: 9061, top1_acc: 0.2031, top5_acc: 0.4372, loss_cls: 3.8211, loss: 3.8211, grad_norm: 1.4460 2020-07-16 23:39:44,269 - mmaction - INFO - Epoch [10][520/1253] lr: 1.044e-01, eta: 4 days, 12:40:18, time: 1.106, data_time: 0.004, memory: 9061, top1_acc: 0.2083, top5_acc: 0.4453, loss_cls: 3.7908, loss: 3.7908, grad_norm: 1.4376 2020-07-16 23:40:06,293 - mmaction - INFO - Epoch [10][540/1253] lr: 1.046e-01, eta: 4 days, 12:38:26, time: 1.101, data_time: 0.002, memory: 9061, top1_acc: 0.2034, top5_acc: 0.4242, loss_cls: 3.8329, loss: 3.8329, grad_norm: 1.4416 2020-07-16 23:40:28,225 - mmaction - INFO - Epoch [10][560/1253] lr: 1.047e-01, eta: 4 days, 12:36:32, time: 1.097, data_time: 0.002, memory: 9061, top1_acc: 0.1958, top5_acc: 0.4258, loss_cls: 3.8283, loss: 3.8283, grad_norm: 1.4666 2020-07-16 23:40:50,396 - mmaction - INFO - Epoch [10][580/1253] lr: 1.048e-01, eta: 4 days, 12:34:44, time: 1.107, data_time: 0.002, memory: 9061, top1_acc: 0.2026, top5_acc: 0.4284, loss_cls: 3.8595, loss: 3.8595, grad_norm: 1.4421 2020-07-16 23:41:12,214 - mmaction - INFO - Epoch [10][600/1253] lr: 1.049e-01, eta: 4 days, 12:32:48, time: 1.091, data_time: 0.004, memory: 9061, top1_acc: 0.2026, top5_acc: 0.4513, loss_cls: 3.7647, loss: 3.7647, grad_norm: 1.3997 2020-07-16 23:41:34,199 - mmaction - INFO - Epoch [10][620/1253] lr: 1.051e-01, eta: 4 days, 12:30:58, time: 1.102, data_time: 0.003, memory: 9061, top1_acc: 0.2039, top5_acc: 0.4471, loss_cls: 3.7992, loss: 3.7992, grad_norm: 1.4648 2020-07-16 23:41:56,163 - mmaction - INFO - Epoch [10][640/1253] lr: 1.052e-01, eta: 4 days, 12:29:06, time: 1.097, data_time: 0.001, memory: 9061, top1_acc: 0.2010, top5_acc: 0.4357, loss_cls: 3.8399, loss: 3.8399, grad_norm: 1.4377 2020-07-16 23:42:18,306 - mmaction - INFO - Epoch [10][660/1253] lr: 1.053e-01, eta: 4 days, 12:27:19, time: 1.106, data_time: 0.002, memory: 9061, top1_acc: 0.2206, top5_acc: 0.4448, loss_cls: 3.7645, loss: 3.7645, grad_norm: 1.4685 2020-07-16 23:42:40,286 - mmaction - INFO - Epoch [10][680/1253] lr: 1.055e-01, eta: 4 days, 12:25:28, time: 1.098, data_time: 0.002, memory: 9061, top1_acc: 0.2003, top5_acc: 0.4284, loss_cls: 3.8333, loss: 3.8333, grad_norm: 1.4654 2020-07-16 23:43:02,295 - mmaction - INFO - Epoch [10][700/1253] lr: 1.056e-01, eta: 4 days, 12:23:39, time: 1.102, data_time: 0.003, memory: 9061, top1_acc: 0.2000, top5_acc: 0.4326, loss_cls: 3.8285, loss: 3.8285, grad_norm: 1.4611 2020-07-16 23:43:24,170 - mmaction - INFO - Epoch [10][720/1253] lr: 1.057e-01, eta: 4 days, 12:21:45, time: 1.092, data_time: 0.002, memory: 9061, top1_acc: 0.1922, top5_acc: 0.4307, loss_cls: 3.8420, loss: 3.8420, grad_norm: 1.4764 2020-07-16 23:43:46,071 - mmaction - INFO - Epoch [10][740/1253] lr: 1.058e-01, eta: 4 days, 12:19:53, time: 1.095, data_time: 0.004, memory: 9061, top1_acc: 0.2026, top5_acc: 0.4380, loss_cls: 3.7777, loss: 3.7777, grad_norm: 1.4314 2020-07-16 23:44:08,188 - mmaction - INFO - Epoch [10][760/1253] lr: 1.060e-01, eta: 4 days, 12:18:07, time: 1.106, data_time: 0.004, memory: 9061, top1_acc: 0.2073, top5_acc: 0.4333, loss_cls: 3.8220, loss: 3.8220, grad_norm: 1.4485 2020-07-16 23:44:29,995 - mmaction - INFO - Epoch [10][780/1253] lr: 1.061e-01, eta: 4 days, 12:16:15, time: 1.093, data_time: 0.004, memory: 9061, top1_acc: 0.2122, top5_acc: 0.4367, loss_cls: 3.8003, loss: 3.8003, grad_norm: 1.4394 2020-07-16 23:44:52,067 - mmaction - INFO - Epoch [10][800/1253] lr: 1.062e-01, eta: 4 days, 12:14:28, time: 1.102, data_time: 0.002, memory: 9061, top1_acc: 0.2146, top5_acc: 0.4380, loss_cls: 3.7736, loss: 3.7736, grad_norm: 1.4263 2020-07-16 23:45:13,921 - mmaction - INFO - Epoch [10][820/1253] lr: 1.063e-01, eta: 4 days, 12:12:36, time: 1.094, data_time: 0.004, memory: 9061, top1_acc: 0.2151, top5_acc: 0.4396, loss_cls: 3.7790, loss: 3.7790, grad_norm: 1.4472 2020-07-16 23:45:35,790 - mmaction - INFO - Epoch [10][840/1253] lr: 1.065e-01, eta: 4 days, 12:10:45, time: 1.094, data_time: 0.003, memory: 9061, top1_acc: 0.2096, top5_acc: 0.4490, loss_cls: 3.7473, loss: 3.7473, grad_norm: 1.4343 2020-07-16 23:45:57,778 - mmaction - INFO - Epoch [10][860/1253] lr: 1.066e-01, eta: 4 days, 12:08:57, time: 1.098, data_time: 0.002, memory: 9061, top1_acc: 0.2107, top5_acc: 0.4531, loss_cls: 3.7522, loss: 3.7522, grad_norm: 1.4418 2020-07-16 23:46:19,668 - mmaction - INFO - Epoch [10][880/1253] lr: 1.067e-01, eta: 4 days, 12:07:07, time: 1.095, data_time: 0.003, memory: 9061, top1_acc: 0.1990, top5_acc: 0.4323, loss_cls: 3.8004, loss: 3.8004, grad_norm: 1.4621 2020-07-16 23:46:41,645 - mmaction - INFO - Epoch [10][900/1253] lr: 1.068e-01, eta: 4 days, 12:05:19, time: 1.098, data_time: 0.003, memory: 9061, top1_acc: 0.2188, top5_acc: 0.4414, loss_cls: 3.7778, loss: 3.7778, grad_norm: 1.4470 2020-07-16 23:47:03,625 - mmaction - INFO - Epoch [10][920/1253] lr: 1.070e-01, eta: 4 days, 12:03:33, time: 1.100, data_time: 0.004, memory: 9061, top1_acc: 0.2018, top5_acc: 0.4385, loss_cls: 3.7734, loss: 3.7734, grad_norm: 1.4899 2020-07-16 23:47:25,613 - mmaction - INFO - Epoch [10][940/1253] lr: 1.071e-01, eta: 4 days, 12:01:46, time: 1.100, data_time: 0.002, memory: 9061, top1_acc: 0.2039, top5_acc: 0.4458, loss_cls: 3.7701, loss: 3.7701, grad_norm: 1.4770 2020-07-16 23:47:47,567 - mmaction - INFO - Epoch [10][960/1253] lr: 1.072e-01, eta: 4 days, 11:59:59, time: 1.097, data_time: 0.002, memory: 9061, top1_acc: 0.2182, top5_acc: 0.4461, loss_cls: 3.7624, loss: 3.7624, grad_norm: 1.4404 2020-07-16 23:48:09,502 - mmaction - INFO - Epoch [10][980/1253] lr: 1.073e-01, eta: 4 days, 11:58:10, time: 1.095, data_time: 0.002, memory: 9061, top1_acc: 0.2070, top5_acc: 0.4398, loss_cls: 3.7922, loss: 3.7922, grad_norm: 1.4471 2020-07-16 23:48:31,360 - mmaction - INFO - Epoch [10][1000/1253] lr: 1.075e-01, eta: 4 days, 11:56:21, time: 1.093, data_time: 0.004, memory: 9061, top1_acc: 0.2125, top5_acc: 0.4521, loss_cls: 3.7783, loss: 3.7783, grad_norm: 1.4773 2020-07-16 23:48:53,332 - mmaction - INFO - Epoch [10][1020/1253] lr: 1.076e-01, eta: 4 days, 11:54:36, time: 1.099, data_time: 0.004, memory: 9061, top1_acc: 0.2115, top5_acc: 0.4388, loss_cls: 3.7573, loss: 3.7573, grad_norm: 1.4599 2020-07-16 23:49:15,628 - mmaction - INFO - Epoch [10][1040/1253] lr: 1.077e-01, eta: 4 days, 11:52:58, time: 1.114, data_time: 0.003, memory: 9061, top1_acc: 0.2208, top5_acc: 0.4635, loss_cls: 3.7233, loss: 3.7233, grad_norm: 1.4526 2020-07-16 23:49:37,576 - mmaction - INFO - Epoch [10][1060/1253] lr: 1.079e-01, eta: 4 days, 11:51:12, time: 1.098, data_time: 0.004, memory: 9061, top1_acc: 0.2099, top5_acc: 0.4487, loss_cls: 3.7585, loss: 3.7585, grad_norm: 1.4534 2020-07-16 23:49:59,519 - mmaction - INFO - Epoch [10][1080/1253] lr: 1.080e-01, eta: 4 days, 11:49:27, time: 1.099, data_time: 0.003, memory: 9061, top1_acc: 0.2055, top5_acc: 0.4328, loss_cls: 3.7890, loss: 3.7890, grad_norm: 1.4722 2020-07-16 23:50:21,400 - mmaction - INFO - Epoch [10][1100/1253] lr: 1.081e-01, eta: 4 days, 11:47:39, time: 1.092, data_time: 0.001, memory: 9061, top1_acc: 0.2096, top5_acc: 0.4438, loss_cls: 3.7708, loss: 3.7708, grad_norm: 1.4610 2020-07-16 23:50:43,464 - mmaction - INFO - Epoch [10][1120/1253] lr: 1.082e-01, eta: 4 days, 11:45:57, time: 1.103, data_time: 0.003, memory: 9061, top1_acc: 0.2161, top5_acc: 0.4477, loss_cls: 3.7509, loss: 3.7509, grad_norm: 1.4588 2020-07-16 23:51:05,443 - mmaction - INFO - Epoch [10][1140/1253] lr: 1.084e-01, eta: 4 days, 11:44:12, time: 1.098, data_time: 0.003, memory: 9061, top1_acc: 0.2125, top5_acc: 0.4510, loss_cls: 3.7519, loss: 3.7519, grad_norm: 1.5036 2020-07-16 23:51:27,330 - mmaction - INFO - Epoch [10][1160/1253] lr: 1.085e-01, eta: 4 days, 11:42:26, time: 1.094, data_time: 0.004, memory: 9061, top1_acc: 0.2057, top5_acc: 0.4487, loss_cls: 3.7936, loss: 3.7936, grad_norm: 1.4801 2020-07-16 23:51:49,289 - mmaction - INFO - Epoch [10][1180/1253] lr: 1.086e-01, eta: 4 days, 11:40:43, time: 1.100, data_time: 0.004, memory: 9061, top1_acc: 0.2367, top5_acc: 0.4586, loss_cls: 3.7008, loss: 3.7008, grad_norm: 1.4110 2020-07-16 23:52:11,270 - mmaction - INFO - Epoch [10][1200/1253] lr: 1.087e-01, eta: 4 days, 11:38:59, time: 1.098, data_time: 0.002, memory: 9061, top1_acc: 0.2060, top5_acc: 0.4391, loss_cls: 3.7909, loss: 3.7909, grad_norm: 1.4870 2020-07-16 23:52:33,213 - mmaction - INFO - Epoch [10][1220/1253] lr: 1.089e-01, eta: 4 days, 11:37:15, time: 1.097, data_time: 0.002, memory: 9061, top1_acc: 0.2279, top5_acc: 0.4451, loss_cls: 3.7462, loss: 3.7462, grad_norm: 1.4416 2020-07-16 23:52:55,211 - mmaction - INFO - Epoch [10][1240/1253] lr: 1.090e-01, eta: 4 days, 11:35:32, time: 1.099, data_time: 0.003, memory: 9061, top1_acc: 0.2169, top5_acc: 0.4484, loss_cls: 3.7370, loss: 3.7370, grad_norm: 1.4502 2020-07-16 23:56:20,310 - mmaction - INFO - Epoch [11][20/1253] lr: 1.091e-01, eta: 4 days, 12:33:36, time: 9.251, data_time: 8.026, memory: 9061, top1_acc: 0.2013, top5_acc: 0.4388, loss_cls: 3.7872, loss: 3.7872, grad_norm: 1.4715 2020-07-16 23:56:42,463 - mmaction - INFO - Epoch [11][40/1253] lr: 1.092e-01, eta: 4 days, 12:31:52, time: 1.108, data_time: 0.010, memory: 9061, top1_acc: 0.2104, top5_acc: 0.4500, loss_cls: 3.7623, loss: 3.7623, grad_norm: 1.4758 2020-07-16 23:57:04,496 - mmaction - INFO - Epoch [11][60/1253] lr: 1.094e-01, eta: 4 days, 12:30:05, time: 1.100, data_time: 0.002, memory: 9061, top1_acc: 0.2266, top5_acc: 0.4490, loss_cls: 3.7539, loss: 3.7539, grad_norm: 1.4416 2020-07-16 23:57:26,562 - mmaction - INFO - Epoch [11][80/1253] lr: 1.095e-01, eta: 4 days, 12:28:20, time: 1.104, data_time: 0.004, memory: 9061, top1_acc: 0.2180, top5_acc: 0.4536, loss_cls: 3.7350, loss: 3.7350, grad_norm: 1.4584 2020-07-16 23:57:48,512 - mmaction - INFO - Epoch [11][100/1253] lr: 1.096e-01, eta: 4 days, 12:26:31, time: 1.096, data_time: 0.004, memory: 9061, top1_acc: 0.2299, top5_acc: 0.4669, loss_cls: 3.6926, loss: 3.6926, grad_norm: 1.4652 2020-07-16 23:58:10,460 - mmaction - INFO - Epoch [11][120/1253] lr: 1.098e-01, eta: 4 days, 12:24:44, time: 1.099, data_time: 0.005, memory: 9061, top1_acc: 0.2047, top5_acc: 0.4552, loss_cls: 3.7174, loss: 3.7174, grad_norm: 1.4578 2020-07-16 23:58:32,603 - mmaction - INFO - Epoch [11][140/1253] lr: 1.099e-01, eta: 4 days, 12:22:59, time: 1.103, data_time: 0.015, memory: 9061, top1_acc: 0.2229, top5_acc: 0.4531, loss_cls: 3.7246, loss: 3.7246, grad_norm: 1.4870 2020-07-16 23:58:54,641 - mmaction - INFO - Epoch [11][160/1253] lr: 1.100e-01, eta: 4 days, 12:21:16, time: 1.106, data_time: 0.007, memory: 9061, top1_acc: 0.2219, top5_acc: 0.4568, loss_cls: 3.6968, loss: 3.6968, grad_norm: 1.4889 2020-07-16 23:59:16,622 - mmaction - INFO - Epoch [11][180/1253] lr: 1.101e-01, eta: 4 days, 12:19:29, time: 1.098, data_time: 0.003, memory: 9061, top1_acc: 0.2206, top5_acc: 0.4458, loss_cls: 3.7276, loss: 3.7276, grad_norm: 1.4796 2020-07-16 23:59:38,509 - mmaction - INFO - Epoch [11][200/1253] lr: 1.103e-01, eta: 4 days, 12:17:41, time: 1.096, data_time: 0.004, memory: 9061, top1_acc: 0.2242, top5_acc: 0.4531, loss_cls: 3.6979, loss: 3.6979, grad_norm: 1.4604 2020-07-17 00:00:00,421 - mmaction - INFO - Epoch [11][220/1253] lr: 1.104e-01, eta: 4 days, 12:15:53, time: 1.095, data_time: 0.003, memory: 9061, top1_acc: 0.2266, top5_acc: 0.4620, loss_cls: 3.6844, loss: 3.6844, grad_norm: 1.4776 2020-07-17 00:00:34,732 - mmaction - INFO - Epoch [11][240/1253] lr: 1.105e-01, eta: 4 days, 12:19:01, time: 1.706, data_time: 0.010, memory: 9061, top1_acc: 0.2174, top5_acc: 0.4620, loss_cls: 3.6959, loss: 3.6959, grad_norm: 1.4825 2020-07-17 00:01:08,589 - mmaction - INFO - Epoch [11][260/1253] lr: 1.106e-01, eta: 4 days, 12:22:05, time: 1.701, data_time: 0.044, memory: 9061, top1_acc: 0.2224, top5_acc: 0.4646, loss_cls: 3.7135, loss: 3.7135, grad_norm: 1.4795 2020-07-17 00:01:30,630 - mmaction - INFO - Epoch [11][280/1253] lr: 1.108e-01, eta: 4 days, 12:20:21, time: 1.102, data_time: 0.004, memory: 9061, top1_acc: 0.2125, top5_acc: 0.4495, loss_cls: 3.7345, loss: 3.7345, grad_norm: 1.4451 2020-07-17 00:01:52,992 - mmaction - INFO - Epoch [11][300/1253] lr: 1.109e-01, eta: 4 days, 12:18:45, time: 1.119, data_time: 0.004, memory: 9061, top1_acc: 0.2224, top5_acc: 0.4661, loss_cls: 3.6861, loss: 3.6861, grad_norm: 1.4620 2020-07-17 00:02:15,002 - mmaction - INFO - Epoch [11][320/1253] lr: 1.110e-01, eta: 4 days, 12:17:00, time: 1.102, data_time: 0.003, memory: 9061, top1_acc: 0.2122, top5_acc: 0.4469, loss_cls: 3.7608, loss: 3.7608, grad_norm: 1.4784 2020-07-17 00:02:37,046 - mmaction - INFO - Epoch [11][340/1253] lr: 1.111e-01, eta: 4 days, 12:15:16, time: 1.101, data_time: 0.001, memory: 9061, top1_acc: 0.2250, top5_acc: 0.4604, loss_cls: 3.6856, loss: 3.6856, grad_norm: 1.4330 2020-07-17 00:02:59,121 - mmaction - INFO - Epoch [11][360/1253] lr: 1.113e-01, eta: 4 days, 12:13:33, time: 1.103, data_time: 0.003, memory: 9061, top1_acc: 0.2206, top5_acc: 0.4466, loss_cls: 3.7382, loss: 3.7382, grad_norm: 1.4829 2020-07-17 00:03:21,122 - mmaction - INFO - Epoch [11][380/1253] lr: 1.114e-01, eta: 4 days, 12:11:49, time: 1.100, data_time: 0.004, memory: 9061, top1_acc: 0.2154, top5_acc: 0.4448, loss_cls: 3.7587, loss: 3.7587, grad_norm: 1.4323 2020-07-17 00:03:43,238 - mmaction - INFO - Epoch [11][400/1253] lr: 1.115e-01, eta: 4 days, 12:10:09, time: 1.109, data_time: 0.004, memory: 9061, top1_acc: 0.2240, top5_acc: 0.4586, loss_cls: 3.7317, loss: 3.7317, grad_norm: 1.4653 2020-07-17 00:04:05,250 - mmaction - INFO - Epoch [11][420/1253] lr: 1.116e-01, eta: 4 days, 12:08:25, time: 1.100, data_time: 0.001, memory: 9061, top1_acc: 0.2247, top5_acc: 0.4568, loss_cls: 3.7269, loss: 3.7269, grad_norm: 1.4687 2020-07-17 00:04:27,244 - mmaction - INFO - Epoch [11][440/1253] lr: 1.118e-01, eta: 4 days, 12:06:41, time: 1.099, data_time: 0.002, memory: 9061, top1_acc: 0.2107, top5_acc: 0.4591, loss_cls: 3.6923, loss: 3.6923, grad_norm: 1.4286 2020-07-17 00:04:49,362 - mmaction - INFO - Epoch [11][460/1253] lr: 1.119e-01, eta: 4 days, 12:05:00, time: 1.105, data_time: 0.002, memory: 9061, top1_acc: 0.2193, top5_acc: 0.4453, loss_cls: 3.7384, loss: 3.7384, grad_norm: 1.4508 2020-07-17 00:05:11,458 - mmaction - INFO - Epoch [11][480/1253] lr: 1.120e-01, eta: 4 days, 12:03:20, time: 1.106, data_time: 0.003, memory: 9061, top1_acc: 0.2260, top5_acc: 0.4625, loss_cls: 3.7003, loss: 3.7003, grad_norm: 1.4425 2020-07-17 00:05:33,355 - mmaction - INFO - Epoch [11][500/1253] lr: 1.122e-01, eta: 4 days, 12:01:34, time: 1.093, data_time: 0.002, memory: 9061, top1_acc: 0.2154, top5_acc: 0.4591, loss_cls: 3.7164, loss: 3.7164, grad_norm: 1.4763 2020-07-17 00:05:55,594 - mmaction - INFO - Epoch [11][520/1253] lr: 1.123e-01, eta: 4 days, 11:59:58, time: 1.114, data_time: 0.003, memory: 9061, top1_acc: 0.2120, top5_acc: 0.4484, loss_cls: 3.7492, loss: 3.7492, grad_norm: 1.4768 2020-07-17 00:06:17,479 - mmaction - INFO - Epoch [11][540/1253] lr: 1.124e-01, eta: 4 days, 11:58:12, time: 1.091, data_time: 0.002, memory: 9061, top1_acc: 0.2221, top5_acc: 0.4690, loss_cls: 3.7003, loss: 3.7003, grad_norm: 1.4716 2020-07-17 00:06:39,708 - mmaction - INFO - Epoch [11][560/1253] lr: 1.125e-01, eta: 4 days, 11:56:36, time: 1.114, data_time: 0.005, memory: 9061, top1_acc: 0.2159, top5_acc: 0.4471, loss_cls: 3.7688, loss: 3.7688, grad_norm: 1.4383 2020-07-17 00:07:01,773 - mmaction - INFO - Epoch [11][580/1253] lr: 1.127e-01, eta: 4 days, 11:54:55, time: 1.102, data_time: 0.002, memory: 9061, top1_acc: 0.2188, top5_acc: 0.4503, loss_cls: 3.7238, loss: 3.7238, grad_norm: 1.4345 2020-07-17 00:07:24,078 - mmaction - INFO - Epoch [11][600/1253] lr: 1.128e-01, eta: 4 days, 11:53:22, time: 1.116, data_time: 0.004, memory: 9061, top1_acc: 0.2208, top5_acc: 0.4635, loss_cls: 3.6702, loss: 3.6702, grad_norm: 1.4357 2020-07-17 00:07:45,993 - mmaction - INFO - Epoch [11][620/1253] lr: 1.129e-01, eta: 4 days, 11:51:38, time: 1.095, data_time: 0.003, memory: 9061, top1_acc: 0.2333, top5_acc: 0.4776, loss_cls: 3.6113, loss: 3.6113, grad_norm: 1.4460 2020-07-17 00:08:08,036 - mmaction - INFO - Epoch [11][640/1253] lr: 1.130e-01, eta: 4 days, 11:49:58, time: 1.101, data_time: 0.003, memory: 9061, top1_acc: 0.2260, top5_acc: 0.4622, loss_cls: 3.6754, loss: 3.6754, grad_norm: 1.4664 2020-07-17 00:08:30,265 - mmaction - INFO - Epoch [11][660/1253] lr: 1.132e-01, eta: 4 days, 11:48:23, time: 1.113, data_time: 0.013, memory: 9061, top1_acc: 0.2214, top5_acc: 0.4667, loss_cls: 3.6827, loss: 3.6827, grad_norm: 1.4985 2020-07-17 00:08:52,313 - mmaction - INFO - Epoch [11][680/1253] lr: 1.133e-01, eta: 4 days, 11:46:43, time: 1.102, data_time: 0.003, memory: 9061, top1_acc: 0.2328, top5_acc: 0.4716, loss_cls: 3.6459, loss: 3.6459, grad_norm: 1.4585 2020-07-17 00:09:14,245 - mmaction - INFO - Epoch [11][700/1253] lr: 1.134e-01, eta: 4 days, 11:45:01, time: 1.096, data_time: 0.003, memory: 9061, top1_acc: 0.2130, top5_acc: 0.4526, loss_cls: 3.6914, loss: 3.6914, grad_norm: 1.4725 2020-07-17 00:09:36,387 - mmaction - INFO - Epoch [11][720/1253] lr: 1.135e-01, eta: 4 days, 11:43:24, time: 1.108, data_time: 0.004, memory: 9061, top1_acc: 0.2310, top5_acc: 0.4703, loss_cls: 3.6822, loss: 3.6822, grad_norm: 1.4771 2020-07-17 00:09:58,454 - mmaction - INFO - Epoch [11][740/1253] lr: 1.137e-01, eta: 4 days, 11:41:46, time: 1.103, data_time: 0.003, memory: 9061, top1_acc: 0.2221, top5_acc: 0.4625, loss_cls: 3.7089, loss: 3.7089, grad_norm: 1.4593 2020-07-17 00:10:20,661 - mmaction - INFO - Epoch [11][760/1253] lr: 1.138e-01, eta: 4 days, 11:40:11, time: 1.109, data_time: 0.004, memory: 9061, top1_acc: 0.2219, top5_acc: 0.4672, loss_cls: 3.6573, loss: 3.6573, grad_norm: 1.4443 2020-07-17 00:10:42,896 - mmaction - INFO - Epoch [11][780/1253] lr: 1.139e-01, eta: 4 days, 11:38:37, time: 1.113, data_time: 0.004, memory: 9061, top1_acc: 0.2250, top5_acc: 0.4633, loss_cls: 3.6832, loss: 3.6832, grad_norm: 1.4430 2020-07-17 00:11:05,041 - mmaction - INFO - Epoch [11][800/1253] lr: 1.140e-01, eta: 4 days, 11:37:02, time: 1.107, data_time: 0.003, memory: 9061, top1_acc: 0.2284, top5_acc: 0.4594, loss_cls: 3.6717, loss: 3.6717, grad_norm: 1.4569 2020-07-17 00:11:27,092 - mmaction - INFO - Epoch [11][820/1253] lr: 1.142e-01, eta: 4 days, 11:35:24, time: 1.104, data_time: 0.005, memory: 9061, top1_acc: 0.2229, top5_acc: 0.4526, loss_cls: 3.6895, loss: 3.6895, grad_norm: 1.4814 2020-07-17 00:11:49,215 - mmaction - INFO - Epoch [11][840/1253] lr: 1.143e-01, eta: 4 days, 11:33:48, time: 1.106, data_time: 0.001, memory: 9061, top1_acc: 0.2203, top5_acc: 0.4539, loss_cls: 3.7100, loss: 3.7100, grad_norm: 1.4773 2020-07-17 00:12:11,401 - mmaction - INFO - Epoch [11][860/1253] lr: 1.144e-01, eta: 4 days, 11:32:13, time: 1.106, data_time: 0.001, memory: 9061, top1_acc: 0.2242, top5_acc: 0.4664, loss_cls: 3.6789, loss: 3.6789, grad_norm: 1.4525 2020-07-17 00:12:33,424 - mmaction - INFO - Epoch [11][880/1253] lr: 1.146e-01, eta: 4 days, 11:30:36, time: 1.102, data_time: 0.004, memory: 9061, top1_acc: 0.2357, top5_acc: 0.4677, loss_cls: 3.6211, loss: 3.6211, grad_norm: 1.4546 2020-07-17 00:12:55,693 - mmaction - INFO - Epoch [11][900/1253] lr: 1.147e-01, eta: 4 days, 11:29:04, time: 1.114, data_time: 0.003, memory: 9061, top1_acc: 0.2276, top5_acc: 0.4599, loss_cls: 3.6487, loss: 3.6487, grad_norm: 1.4634 2020-07-17 00:13:17,654 - mmaction - INFO - Epoch [11][920/1253] lr: 1.148e-01, eta: 4 days, 11:27:25, time: 1.097, data_time: 0.002, memory: 9061, top1_acc: 0.2237, top5_acc: 0.4674, loss_cls: 3.6836, loss: 3.6836, grad_norm: 1.5032 2020-07-17 00:13:39,734 - mmaction - INFO - Epoch [11][940/1253] lr: 1.149e-01, eta: 4 days, 11:25:49, time: 1.104, data_time: 0.003, memory: 9061, top1_acc: 0.2271, top5_acc: 0.4500, loss_cls: 3.7013, loss: 3.7013, grad_norm: 1.4459 2020-07-17 00:14:01,795 - mmaction - INFO - Epoch [11][960/1253] lr: 1.151e-01, eta: 4 days, 11:24:13, time: 1.103, data_time: 0.003, memory: 9061, top1_acc: 0.2378, top5_acc: 0.4599, loss_cls: 3.6837, loss: 3.6837, grad_norm: 1.4595 2020-07-17 00:14:23,717 - mmaction - INFO - Epoch [11][980/1253] lr: 1.152e-01, eta: 4 days, 11:22:34, time: 1.096, data_time: 0.003, memory: 9061, top1_acc: 0.2260, top5_acc: 0.4622, loss_cls: 3.6723, loss: 3.6723, grad_norm: 1.4833 2020-07-17 00:14:45,707 - mmaction - INFO - Epoch [11][1000/1253] lr: 1.153e-01, eta: 4 days, 11:20:57, time: 1.099, data_time: 0.003, memory: 9061, top1_acc: 0.2224, top5_acc: 0.4583, loss_cls: 3.6931, loss: 3.6931, grad_norm: 1.4841 2020-07-17 00:15:07,806 - mmaction - INFO - Epoch [11][1020/1253] lr: 1.154e-01, eta: 4 days, 11:19:22, time: 1.105, data_time: 0.003, memory: 9061, top1_acc: 0.2286, top5_acc: 0.4596, loss_cls: 3.7023, loss: 3.7023, grad_norm: 1.4442 2020-07-17 00:15:29,840 - mmaction - INFO - Epoch [11][1040/1253] lr: 1.156e-01, eta: 4 days, 11:17:47, time: 1.102, data_time: 0.003, memory: 9061, top1_acc: 0.2206, top5_acc: 0.4711, loss_cls: 3.6424, loss: 3.6424, grad_norm: 1.4583 2020-07-17 00:15:51,909 - mmaction - INFO - Epoch [11][1060/1253] lr: 1.157e-01, eta: 4 days, 11:16:12, time: 1.103, data_time: 0.003, memory: 9061, top1_acc: 0.2182, top5_acc: 0.4628, loss_cls: 3.6637, loss: 3.6637, grad_norm: 1.4464 2020-07-17 00:16:14,035 - mmaction - INFO - Epoch [11][1080/1253] lr: 1.158e-01, eta: 4 days, 11:14:39, time: 1.106, data_time: 0.003, memory: 9061, top1_acc: 0.2203, top5_acc: 0.4604, loss_cls: 3.6860, loss: 3.6860, grad_norm: 1.4788 2020-07-17 00:16:35,915 - mmaction - INFO - Epoch [11][1100/1253] lr: 1.159e-01, eta: 4 days, 11:13:01, time: 1.096, data_time: 0.003, memory: 9061, top1_acc: 0.2206, top5_acc: 0.4620, loss_cls: 3.6960, loss: 3.6960, grad_norm: 1.4744 2020-07-17 00:16:58,002 - mmaction - INFO - Epoch [11][1120/1253] lr: 1.161e-01, eta: 4 days, 11:11:27, time: 1.103, data_time: 0.002, memory: 9061, top1_acc: 0.2346, top5_acc: 0.4716, loss_cls: 3.6687, loss: 3.6687, grad_norm: 1.4684 2020-07-17 00:17:20,004 - mmaction - INFO - Epoch [11][1140/1253] lr: 1.162e-01, eta: 4 days, 11:09:51, time: 1.100, data_time: 0.003, memory: 9061, top1_acc: 0.2315, top5_acc: 0.4659, loss_cls: 3.6594, loss: 3.6594, grad_norm: 1.4645 2020-07-17 00:17:41,950 - mmaction - INFO - Epoch [11][1160/1253] lr: 1.163e-01, eta: 4 days, 11:08:14, time: 1.097, data_time: 0.003, memory: 9061, top1_acc: 0.2349, top5_acc: 0.4742, loss_cls: 3.6228, loss: 3.6228, grad_norm: 1.4543 2020-07-17 00:18:04,023 - mmaction - INFO - Epoch [11][1180/1253] lr: 1.164e-01, eta: 4 days, 11:06:41, time: 1.104, data_time: 0.003, memory: 9061, top1_acc: 0.2227, top5_acc: 0.4740, loss_cls: 3.6607, loss: 3.6607, grad_norm: 1.4970 2020-07-17 00:18:25,958 - mmaction - INFO - Epoch [11][1200/1253] lr: 1.166e-01, eta: 4 days, 11:05:05, time: 1.097, data_time: 0.004, memory: 9061, top1_acc: 0.2352, top5_acc: 0.4672, loss_cls: 3.6525, loss: 3.6525, grad_norm: 1.4708 2020-07-17 00:18:47,772 - mmaction - INFO - Epoch [11][1220/1253] lr: 1.167e-01, eta: 4 days, 11:03:27, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.2284, top5_acc: 0.4740, loss_cls: 3.6027, loss: 3.6027, grad_norm: 1.4786 2020-07-17 00:19:09,792 - mmaction - INFO - Epoch [11][1240/1253] lr: 1.168e-01, eta: 4 days, 11:01:52, time: 1.099, data_time: 0.001, memory: 9061, top1_acc: 0.2406, top5_acc: 0.4799, loss_cls: 3.5948, loss: 3.5948, grad_norm: 1.4834 2020-07-17 00:22:52,905 - mmaction - INFO - Epoch [12][20/1253] lr: 1.169e-01, eta: 4 days, 11:59:23, time: 9.921, data_time: 8.701, memory: 9061, top1_acc: 0.2367, top5_acc: 0.4727, loss_cls: 3.6694, loss: 3.6694, grad_norm: 1.4923 2020-07-17 00:23:14,808 - mmaction - INFO - Epoch [12][40/1253] lr: 1.171e-01, eta: 4 days, 11:57:41, time: 1.094, data_time: 0.002, memory: 9061, top1_acc: 0.2292, top5_acc: 0.4711, loss_cls: 3.6355, loss: 3.6355, grad_norm: 1.4564 2020-07-17 00:23:36,721 - mmaction - INFO - Epoch [12][60/1253] lr: 1.172e-01, eta: 4 days, 11:56:00, time: 1.096, data_time: 0.004, memory: 9061, top1_acc: 0.2448, top5_acc: 0.4888, loss_cls: 3.5771, loss: 3.5771, grad_norm: 1.4761 2020-07-17 00:23:58,683 - mmaction - INFO - Epoch [12][80/1253] lr: 1.173e-01, eta: 4 days, 11:54:20, time: 1.097, data_time: 0.008, memory: 9061, top1_acc: 0.2406, top5_acc: 0.4807, loss_cls: 3.6542, loss: 3.6542, grad_norm: 1.5170 2020-07-17 00:24:20,630 - mmaction - INFO - Epoch [12][100/1253] lr: 1.174e-01, eta: 4 days, 11:52:41, time: 1.100, data_time: 0.004, memory: 9061, top1_acc: 0.2380, top5_acc: 0.4768, loss_cls: 3.6258, loss: 3.6258, grad_norm: 1.4528 2020-07-17 00:24:42,644 - mmaction - INFO - Epoch [12][120/1253] lr: 1.176e-01, eta: 4 days, 11:51:03, time: 1.101, data_time: 0.002, memory: 9061, top1_acc: 0.2508, top5_acc: 0.4966, loss_cls: 3.5255, loss: 3.5255, grad_norm: 1.4353 2020-07-17 00:25:04,467 - mmaction - INFO - Epoch [12][140/1253] lr: 1.177e-01, eta: 4 days, 11:49:20, time: 1.089, data_time: 0.002, memory: 9061, top1_acc: 0.2430, top5_acc: 0.4682, loss_cls: 3.6293, loss: 3.6293, grad_norm: 1.4756 2020-07-17 00:25:26,493 - mmaction - INFO - Epoch [12][160/1253] lr: 1.178e-01, eta: 4 days, 11:47:43, time: 1.102, data_time: 0.004, memory: 9061, top1_acc: 0.2354, top5_acc: 0.4732, loss_cls: 3.6349, loss: 3.6349, grad_norm: 1.4979 2020-07-17 00:25:48,310 - mmaction - INFO - Epoch [12][180/1253] lr: 1.179e-01, eta: 4 days, 11:46:01, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.2294, top5_acc: 0.4714, loss_cls: 3.6425, loss: 3.6425, grad_norm: 1.4763 2020-07-17 00:26:10,133 - mmaction - INFO - Epoch [12][200/1253] lr: 1.181e-01, eta: 4 days, 11:44:20, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.2271, top5_acc: 0.4753, loss_cls: 3.6090, loss: 3.6090, grad_norm: 1.4734 2020-07-17 00:26:32,024 - mmaction - INFO - Epoch [12][220/1253] lr: 1.182e-01, eta: 4 days, 11:42:40, time: 1.095, data_time: 0.004, memory: 9061, top1_acc: 0.2354, top5_acc: 0.4740, loss_cls: 3.6219, loss: 3.6219, grad_norm: 1.4966 2020-07-17 00:26:53,835 - mmaction - INFO - Epoch [12][240/1253] lr: 1.183e-01, eta: 4 days, 11:40:59, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.2365, top5_acc: 0.4773, loss_cls: 3.6214, loss: 3.6214, grad_norm: 1.4904 2020-07-17 00:27:15,842 - mmaction - INFO - Epoch [12][260/1253] lr: 1.185e-01, eta: 4 days, 11:39:21, time: 1.098, data_time: 0.003, memory: 9061, top1_acc: 0.2297, top5_acc: 0.4628, loss_cls: 3.6752, loss: 3.6752, grad_norm: 1.4791 2020-07-17 00:27:37,839 - mmaction - INFO - Epoch [12][280/1253] lr: 1.186e-01, eta: 4 days, 11:37:46, time: 1.102, data_time: 0.005, memory: 9061, top1_acc: 0.2258, top5_acc: 0.4747, loss_cls: 3.6395, loss: 3.6395, grad_norm: 1.4342 2020-07-17 00:27:59,709 - mmaction - INFO - Epoch [12][300/1253] lr: 1.187e-01, eta: 4 days, 11:36:06, time: 1.093, data_time: 0.003, memory: 9061, top1_acc: 0.2451, top5_acc: 0.4823, loss_cls: 3.5672, loss: 3.5672, grad_norm: 1.4588 2020-07-17 00:28:21,613 - mmaction - INFO - Epoch [12][320/1253] lr: 1.188e-01, eta: 4 days, 11:34:29, time: 1.097, data_time: 0.003, memory: 9061, top1_acc: 0.2352, top5_acc: 0.4763, loss_cls: 3.6170, loss: 3.6170, grad_norm: 1.5016 2020-07-17 00:28:43,515 - mmaction - INFO - Epoch [12][340/1253] lr: 1.190e-01, eta: 4 days, 11:32:51, time: 1.095, data_time: 0.001, memory: 9061, top1_acc: 0.2424, top5_acc: 0.4792, loss_cls: 3.5830, loss: 3.5830, grad_norm: 1.4705 2020-07-17 00:29:05,456 - mmaction - INFO - Epoch [12][360/1253] lr: 1.191e-01, eta: 4 days, 11:31:13, time: 1.095, data_time: 0.001, memory: 9061, top1_acc: 0.2352, top5_acc: 0.4682, loss_cls: 3.6514, loss: 3.6514, grad_norm: 1.4905 2020-07-17 00:29:27,300 - mmaction - INFO - Epoch [12][380/1253] lr: 1.192e-01, eta: 4 days, 11:29:34, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.2346, top5_acc: 0.4799, loss_cls: 3.6424, loss: 3.6424, grad_norm: 1.4708 2020-07-17 00:29:49,138 - mmaction - INFO - Epoch [12][400/1253] lr: 1.193e-01, eta: 4 days, 11:27:55, time: 1.091, data_time: 0.004, memory: 9061, top1_acc: 0.2359, top5_acc: 0.4755, loss_cls: 3.6084, loss: 3.6084, grad_norm: 1.4759 2020-07-17 00:30:11,870 - mmaction - INFO - Epoch [12][420/1253] lr: 1.195e-01, eta: 4 days, 11:26:36, time: 1.136, data_time: 0.003, memory: 9061, top1_acc: 0.2453, top5_acc: 0.4906, loss_cls: 3.5782, loss: 3.5782, grad_norm: 1.4494 2020-07-17 00:30:33,798 - mmaction - INFO - Epoch [12][440/1253] lr: 1.196e-01, eta: 4 days, 11:25:00, time: 1.097, data_time: 0.004, memory: 9061, top1_acc: 0.2271, top5_acc: 0.4651, loss_cls: 3.6421, loss: 3.6421, grad_norm: 1.4905 2020-07-17 00:30:55,730 - mmaction - INFO - Epoch [12][460/1253] lr: 1.197e-01, eta: 4 days, 11:23:24, time: 1.097, data_time: 0.003, memory: 9061, top1_acc: 0.2339, top5_acc: 0.4742, loss_cls: 3.6368, loss: 3.6368, grad_norm: 1.5024 2020-07-17 00:31:17,666 - mmaction - INFO - Epoch [12][480/1253] lr: 1.198e-01, eta: 4 days, 11:21:48, time: 1.097, data_time: 0.002, memory: 9061, top1_acc: 0.2276, top5_acc: 0.4721, loss_cls: 3.6210, loss: 3.6210, grad_norm: 1.5049 2020-07-17 00:31:39,700 - mmaction - INFO - Epoch [12][500/1253] lr: 1.200e-01, eta: 4 days, 11:20:14, time: 1.101, data_time: 0.002, memory: 9061, top1_acc: 0.2313, top5_acc: 0.4794, loss_cls: 3.6253, loss: 3.6253, grad_norm: 1.4537 2020-07-17 00:32:01,460 - mmaction - INFO - Epoch [12][520/1253] lr: 1.201e-01, eta: 4 days, 11:18:35, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.2461, top5_acc: 0.4823, loss_cls: 3.5726, loss: 3.5726, grad_norm: 1.4539 2020-07-17 00:32:23,565 - mmaction - INFO - Epoch [12][540/1253] lr: 1.202e-01, eta: 4 days, 11:17:03, time: 1.103, data_time: 0.001, memory: 9061, top1_acc: 0.2305, top5_acc: 0.4742, loss_cls: 3.6253, loss: 3.6253, grad_norm: 1.4930 2020-07-17 00:32:45,436 - mmaction - INFO - Epoch [12][560/1253] lr: 1.203e-01, eta: 4 days, 11:15:27, time: 1.095, data_time: 0.004, memory: 9061, top1_acc: 0.2279, top5_acc: 0.4742, loss_cls: 3.6335, loss: 3.6335, grad_norm: 1.4369 2020-07-17 00:33:07,338 - mmaction - INFO - Epoch [12][580/1253] lr: 1.205e-01, eta: 4 days, 11:13:51, time: 1.095, data_time: 0.003, memory: 9061, top1_acc: 0.2448, top5_acc: 0.4773, loss_cls: 3.6240, loss: 3.6240, grad_norm: 1.4945 2020-07-17 00:33:29,177 - mmaction - INFO - Epoch [12][600/1253] lr: 1.206e-01, eta: 4 days, 11:12:14, time: 1.092, data_time: 0.005, memory: 9061, top1_acc: 0.2289, top5_acc: 0.4471, loss_cls: 3.7035, loss: 3.7035, grad_norm: 1.4726 2020-07-17 00:33:51,160 - mmaction - INFO - Epoch [12][620/1253] lr: 1.207e-01, eta: 4 days, 11:10:41, time: 1.101, data_time: 0.003, memory: 9061, top1_acc: 0.2307, top5_acc: 0.4758, loss_cls: 3.5673, loss: 3.5673, grad_norm: 1.4365 2020-07-17 00:34:13,176 - mmaction - INFO - Epoch [12][640/1253] lr: 1.209e-01, eta: 4 days, 11:09:07, time: 1.097, data_time: 0.001, memory: 9061, top1_acc: 0.2362, top5_acc: 0.4763, loss_cls: 3.5942, loss: 3.5942, grad_norm: 1.4797 2020-07-17 00:34:34,990 - mmaction - INFO - Epoch [12][660/1253] lr: 1.210e-01, eta: 4 days, 11:07:31, time: 1.092, data_time: 0.006, memory: 9061, top1_acc: 0.2430, top5_acc: 0.4883, loss_cls: 3.5762, loss: 3.5762, grad_norm: 1.4955 2020-07-17 00:34:56,772 - mmaction - INFO - Epoch [12][680/1253] lr: 1.211e-01, eta: 4 days, 11:05:54, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.2456, top5_acc: 0.5073, loss_cls: 3.5067, loss: 3.5067, grad_norm: 1.4873 2020-07-17 00:35:18,590 - mmaction - INFO - Epoch [12][700/1253] lr: 1.212e-01, eta: 4 days, 11:04:19, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.2240, top5_acc: 0.4661, loss_cls: 3.6424, loss: 3.6424, grad_norm: 1.4905 2020-07-17 00:35:40,563 - mmaction - INFO - Epoch [12][720/1253] lr: 1.214e-01, eta: 4 days, 11:02:46, time: 1.098, data_time: 0.002, memory: 9061, top1_acc: 0.2409, top5_acc: 0.4867, loss_cls: 3.5908, loss: 3.5908, grad_norm: 1.4843 2020-07-17 00:36:02,591 - mmaction - INFO - Epoch [12][740/1253] lr: 1.215e-01, eta: 4 days, 11:01:14, time: 1.101, data_time: 0.003, memory: 9061, top1_acc: 0.2495, top5_acc: 0.4940, loss_cls: 3.5331, loss: 3.5331, grad_norm: 1.4779 2020-07-17 00:36:24,537 - mmaction - INFO - Epoch [12][760/1253] lr: 1.216e-01, eta: 4 days, 10:59:41, time: 1.098, data_time: 0.003, memory: 9061, top1_acc: 0.2451, top5_acc: 0.4891, loss_cls: 3.5549, loss: 3.5549, grad_norm: 1.4796 2020-07-17 00:36:46,485 - mmaction - INFO - Epoch [12][780/1253] lr: 1.217e-01, eta: 4 days, 10:58:08, time: 1.095, data_time: 0.002, memory: 9061, top1_acc: 0.2523, top5_acc: 0.4917, loss_cls: 3.5395, loss: 3.5395, grad_norm: 1.4649 2020-07-17 00:37:08,361 - mmaction - INFO - Epoch [12][800/1253] lr: 1.219e-01, eta: 4 days, 10:56:35, time: 1.096, data_time: 0.005, memory: 9061, top1_acc: 0.2430, top5_acc: 0.4729, loss_cls: 3.6133, loss: 3.6133, grad_norm: 1.4631 2020-07-17 00:37:30,248 - mmaction - INFO - Epoch [12][820/1253] lr: 1.220e-01, eta: 4 days, 10:55:01, time: 1.093, data_time: 0.004, memory: 9061, top1_acc: 0.2409, top5_acc: 0.4826, loss_cls: 3.5386, loss: 3.5386, grad_norm: 1.4824 2020-07-17 00:37:52,409 - mmaction - INFO - Epoch [12][840/1253] lr: 1.221e-01, eta: 4 days, 10:53:33, time: 1.108, data_time: 0.004, memory: 9061, top1_acc: 0.2404, top5_acc: 0.4784, loss_cls: 3.6332, loss: 3.6332, grad_norm: 1.5220 2020-07-17 00:38:14,328 - mmaction - INFO - Epoch [12][860/1253] lr: 1.222e-01, eta: 4 days, 10:52:01, time: 1.098, data_time: 0.004, memory: 9061, top1_acc: 0.2383, top5_acc: 0.4836, loss_cls: 3.5847, loss: 3.5847, grad_norm: 1.4699 2020-07-17 00:38:36,200 - mmaction - INFO - Epoch [12][880/1253] lr: 1.224e-01, eta: 4 days, 10:50:28, time: 1.093, data_time: 0.002, memory: 9061, top1_acc: 0.2359, top5_acc: 0.4760, loss_cls: 3.6078, loss: 3.6078, grad_norm: 1.4662 2020-07-17 00:38:58,015 - mmaction - INFO - Epoch [12][900/1253] lr: 1.225e-01, eta: 4 days, 10:48:54, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.2354, top5_acc: 0.4706, loss_cls: 3.6056, loss: 3.6056, grad_norm: 1.4872 2020-07-17 00:39:19,818 - mmaction - INFO - Epoch [12][920/1253] lr: 1.226e-01, eta: 4 days, 10:47:19, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.2391, top5_acc: 0.4797, loss_cls: 3.5835, loss: 3.5835, grad_norm: 1.4753 2020-07-17 00:39:41,593 - mmaction - INFO - Epoch [12][940/1253] lr: 1.227e-01, eta: 4 days, 10:45:44, time: 1.088, data_time: 0.002, memory: 9061, top1_acc: 0.2456, top5_acc: 0.4766, loss_cls: 3.5920, loss: 3.5920, grad_norm: 1.4969 2020-07-17 00:40:03,446 - mmaction - INFO - Epoch [12][960/1253] lr: 1.229e-01, eta: 4 days, 10:44:12, time: 1.093, data_time: 0.003, memory: 9061, top1_acc: 0.2346, top5_acc: 0.4742, loss_cls: 3.6496, loss: 3.6496, grad_norm: 1.4690 2020-07-17 00:40:25,244 - mmaction - INFO - Epoch [12][980/1253] lr: 1.230e-01, eta: 4 days, 10:42:38, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.2448, top5_acc: 0.4885, loss_cls: 3.5792, loss: 3.5792, grad_norm: 1.4615 2020-07-17 00:40:47,244 - mmaction - INFO - Epoch [12][1000/1253] lr: 1.231e-01, eta: 4 days, 10:41:09, time: 1.101, data_time: 0.003, memory: 9061, top1_acc: 0.2406, top5_acc: 0.4833, loss_cls: 3.5880, loss: 3.5880, grad_norm: 1.4891 2020-07-17 00:41:08,983 - mmaction - INFO - Epoch [12][1020/1253] lr: 1.232e-01, eta: 4 days, 10:39:33, time: 1.086, data_time: 0.002, memory: 9061, top1_acc: 0.2404, top5_acc: 0.4852, loss_cls: 3.5883, loss: 3.5883, grad_norm: 1.4633 2020-07-17 00:41:30,960 - mmaction - INFO - Epoch [12][1040/1253] lr: 1.234e-01, eta: 4 days, 10:38:04, time: 1.099, data_time: 0.004, memory: 9061, top1_acc: 0.2401, top5_acc: 0.4805, loss_cls: 3.5997, loss: 3.5997, grad_norm: 1.4564 2020-07-17 00:41:52,817 - mmaction - INFO - Epoch [12][1060/1253] lr: 1.235e-01, eta: 4 days, 10:36:32, time: 1.093, data_time: 0.004, memory: 9061, top1_acc: 0.2477, top5_acc: 0.4909, loss_cls: 3.5550, loss: 3.5550, grad_norm: 1.4717 2020-07-17 00:42:14,919 - mmaction - INFO - Epoch [12][1080/1253] lr: 1.236e-01, eta: 4 days, 10:35:06, time: 1.106, data_time: 0.003, memory: 9061, top1_acc: 0.2565, top5_acc: 0.5021, loss_cls: 3.4890, loss: 3.4890, grad_norm: 1.4813 2020-07-17 00:42:36,930 - mmaction - INFO - Epoch [12][1100/1253] lr: 1.238e-01, eta: 4 days, 10:33:37, time: 1.100, data_time: 0.003, memory: 9061, top1_acc: 0.2362, top5_acc: 0.4841, loss_cls: 3.5893, loss: 3.5893, grad_norm: 1.5000 2020-07-17 00:42:58,844 - mmaction - INFO - Epoch [12][1120/1253] lr: 1.239e-01, eta: 4 days, 10:32:07, time: 1.096, data_time: 0.003, memory: 9061, top1_acc: 0.2362, top5_acc: 0.4724, loss_cls: 3.6166, loss: 3.6166, grad_norm: 1.4536 2020-07-17 00:43:20,776 - mmaction - INFO - Epoch [12][1140/1253] lr: 1.240e-01, eta: 4 days, 10:30:37, time: 1.095, data_time: 0.003, memory: 9061, top1_acc: 0.2466, top5_acc: 0.4969, loss_cls: 3.5343, loss: 3.5343, grad_norm: 1.4703 2020-07-17 00:43:42,583 - mmaction - INFO - Epoch [12][1160/1253] lr: 1.241e-01, eta: 4 days, 10:29:05, time: 1.091, data_time: 0.004, memory: 9061, top1_acc: 0.2417, top5_acc: 0.4802, loss_cls: 3.5734, loss: 3.5734, grad_norm: 1.4684 2020-07-17 00:44:04,360 - mmaction - INFO - Epoch [12][1180/1253] lr: 1.243e-01, eta: 4 days, 10:27:33, time: 1.089, data_time: 0.004, memory: 9061, top1_acc: 0.2383, top5_acc: 0.4813, loss_cls: 3.5932, loss: 3.5932, grad_norm: 1.4843 2020-07-17 00:44:26,348 - mmaction - INFO - Epoch [12][1200/1253] lr: 1.244e-01, eta: 4 days, 10:26:06, time: 1.101, data_time: 0.005, memory: 9061, top1_acc: 0.2466, top5_acc: 0.4906, loss_cls: 3.5341, loss: 3.5341, grad_norm: 1.4312 2020-07-17 00:44:48,193 - mmaction - INFO - Epoch [12][1220/1253] lr: 1.245e-01, eta: 4 days, 10:24:35, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.2323, top5_acc: 0.4690, loss_cls: 3.6521, loss: 3.6521, grad_norm: 1.4635 2020-07-17 00:45:10,371 - mmaction - INFO - Epoch [12][1240/1253] lr: 1.246e-01, eta: 4 days, 10:23:12, time: 1.111, data_time: 0.003, memory: 9061, top1_acc: 0.2409, top5_acc: 0.4914, loss_cls: 3.5356, loss: 3.5356, grad_norm: 1.4861 2020-07-17 00:45:32,890 - mmaction - INFO - Saving checkpoint at 12 epochs 2020-07-17 00:48:47,319 - mmaction - INFO - Epoch [13][20/1253] lr: 1.247e-01, eta: 4 days, 11:13:56, time: 9.665, data_time: 8.395, memory: 9061, top1_acc: 0.2422, top5_acc: 0.4747, loss_cls: 3.5763, loss: 3.5763, grad_norm: 1.4895 2020-07-17 00:49:09,255 - mmaction - INFO - Epoch [13][40/1253] lr: 1.249e-01, eta: 4 days, 11:12:24, time: 1.099, data_time: 0.003, memory: 9061, top1_acc: 0.2492, top5_acc: 0.4909, loss_cls: 3.5181, loss: 3.5181, grad_norm: 1.5000 2020-07-17 00:49:31,147 - mmaction - INFO - Epoch [13][60/1253] lr: 1.250e-01, eta: 4 days, 11:10:50, time: 1.093, data_time: 0.001, memory: 9061, top1_acc: 0.2464, top5_acc: 0.4930, loss_cls: 3.5408, loss: 3.5408, grad_norm: 1.4752 2020-07-17 00:49:53,091 - mmaction - INFO - Epoch [13][80/1253] lr: 1.251e-01, eta: 4 days, 11:09:18, time: 1.097, data_time: 0.003, memory: 9061, top1_acc: 0.2500, top5_acc: 0.4844, loss_cls: 3.5511, loss: 3.5511, grad_norm: 1.5251 2020-07-17 00:50:15,097 - mmaction - INFO - Epoch [13][100/1253] lr: 1.252e-01, eta: 4 days, 11:07:48, time: 1.100, data_time: 0.003, memory: 9061, top1_acc: 0.2555, top5_acc: 0.5000, loss_cls: 3.5207, loss: 3.5207, grad_norm: 1.4828 2020-07-17 00:50:37,011 - mmaction - INFO - Epoch [13][120/1253] lr: 1.254e-01, eta: 4 days, 11:06:16, time: 1.098, data_time: 0.003, memory: 9061, top1_acc: 0.2513, top5_acc: 0.5018, loss_cls: 3.4985, loss: 3.4985, grad_norm: 1.4744 2020-07-17 00:50:58,924 - mmaction - INFO - Epoch [13][140/1253] lr: 1.255e-01, eta: 4 days, 11:04:43, time: 1.093, data_time: 0.001, memory: 9061, top1_acc: 0.2536, top5_acc: 0.4964, loss_cls: 3.5428, loss: 3.5428, grad_norm: 1.4914 2020-07-17 00:51:20,794 - mmaction - INFO - Epoch [13][160/1253] lr: 1.256e-01, eta: 4 days, 11:03:10, time: 1.094, data_time: 0.004, memory: 9061, top1_acc: 0.2417, top5_acc: 0.4935, loss_cls: 3.5538, loss: 3.5538, grad_norm: 1.4809 2020-07-17 00:51:42,705 - mmaction - INFO - Epoch [13][180/1253] lr: 1.257e-01, eta: 4 days, 11:01:39, time: 1.096, data_time: 0.004, memory: 9061, top1_acc: 0.2659, top5_acc: 0.5003, loss_cls: 3.5003, loss: 3.5003, grad_norm: 1.4657 2020-07-17 00:52:04,537 - mmaction - INFO - Epoch [13][200/1253] lr: 1.259e-01, eta: 4 days, 11:00:06, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.2482, top5_acc: 0.5010, loss_cls: 3.5030, loss: 3.5030, grad_norm: 1.5379 2020-07-17 00:52:26,368 - mmaction - INFO - Epoch [13][220/1253] lr: 1.260e-01, eta: 4 days, 10:58:32, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.2487, top5_acc: 0.4997, loss_cls: 3.5333, loss: 3.5333, grad_norm: 1.5276 2020-07-17 00:52:48,364 - mmaction - INFO - Epoch [13][240/1253] lr: 1.261e-01, eta: 4 days, 10:57:03, time: 1.100, data_time: 0.004, memory: 9061, top1_acc: 0.2349, top5_acc: 0.4690, loss_cls: 3.5980, loss: 3.5980, grad_norm: 1.4967 2020-07-17 00:53:10,468 - mmaction - INFO - Epoch [13][260/1253] lr: 1.262e-01, eta: 4 days, 10:55:36, time: 1.105, data_time: 0.004, memory: 9061, top1_acc: 0.2417, top5_acc: 0.4820, loss_cls: 3.5545, loss: 3.5545, grad_norm: 1.4622 2020-07-17 00:53:32,258 - mmaction - INFO - Epoch [13][280/1253] lr: 1.264e-01, eta: 4 days, 10:54:03, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.2578, top5_acc: 0.5029, loss_cls: 3.4783, loss: 3.4783, grad_norm: 1.4840 2020-07-17 00:53:54,269 - mmaction - INFO - Epoch [13][300/1253] lr: 1.265e-01, eta: 4 days, 10:52:34, time: 1.100, data_time: 0.003, memory: 9061, top1_acc: 0.2385, top5_acc: 0.4870, loss_cls: 3.6108, loss: 3.6108, grad_norm: 1.5098 2020-07-17 00:54:16,105 - mmaction - INFO - Epoch [13][320/1253] lr: 1.266e-01, eta: 4 days, 10:51:02, time: 1.093, data_time: 0.003, memory: 9061, top1_acc: 0.2508, top5_acc: 0.4898, loss_cls: 3.5345, loss: 3.5345, grad_norm: 1.4802 2020-07-17 00:54:37,973 - mmaction - INFO - Epoch [13][340/1253] lr: 1.268e-01, eta: 4 days, 10:49:31, time: 1.093, data_time: 0.002, memory: 9061, top1_acc: 0.2549, top5_acc: 0.4924, loss_cls: 3.5383, loss: 3.5383, grad_norm: 1.5048 2020-07-17 00:54:59,918 - mmaction - INFO - Epoch [13][360/1253] lr: 1.269e-01, eta: 4 days, 10:48:01, time: 1.097, data_time: 0.003, memory: 9061, top1_acc: 0.2409, top5_acc: 0.4977, loss_cls: 3.5510, loss: 3.5510, grad_norm: 1.4985 2020-07-17 00:55:21,862 - mmaction - INFO - Epoch [13][380/1253] lr: 1.270e-01, eta: 4 days, 10:46:32, time: 1.096, data_time: 0.003, memory: 9061, top1_acc: 0.2464, top5_acc: 0.4857, loss_cls: 3.5877, loss: 3.5877, grad_norm: 1.4697 2020-07-17 00:55:43,997 - mmaction - INFO - Epoch [13][400/1253] lr: 1.271e-01, eta: 4 days, 10:45:07, time: 1.108, data_time: 0.005, memory: 9061, top1_acc: 0.2471, top5_acc: 0.4935, loss_cls: 3.5272, loss: 3.5272, grad_norm: 1.4564 2020-07-17 00:56:06,095 - mmaction - INFO - Epoch [13][420/1253] lr: 1.273e-01, eta: 4 days, 10:43:40, time: 1.102, data_time: 0.002, memory: 9061, top1_acc: 0.2341, top5_acc: 0.4760, loss_cls: 3.5994, loss: 3.5994, grad_norm: 1.4296 2020-07-17 00:56:27,931 - mmaction - INFO - Epoch [13][440/1253] lr: 1.274e-01, eta: 4 days, 10:42:10, time: 1.095, data_time: 0.006, memory: 9061, top1_acc: 0.2529, top5_acc: 0.5063, loss_cls: 3.5098, loss: 3.5098, grad_norm: 1.4690 2020-07-17 00:56:49,970 - mmaction - INFO - Epoch [13][460/1253] lr: 1.275e-01, eta: 4 days, 10:40:43, time: 1.102, data_time: 0.002, memory: 9061, top1_acc: 0.2477, top5_acc: 0.4914, loss_cls: 3.5817, loss: 3.5817, grad_norm: 1.4917 2020-07-17 00:57:11,880 - mmaction - INFO - Epoch [13][480/1253] lr: 1.276e-01, eta: 4 days, 10:39:14, time: 1.093, data_time: 0.002, memory: 9061, top1_acc: 0.2555, top5_acc: 0.5018, loss_cls: 3.4983, loss: 3.4983, grad_norm: 1.4853 2020-07-17 00:57:33,728 - mmaction - INFO - Epoch [13][500/1253] lr: 1.278e-01, eta: 4 days, 10:37:44, time: 1.094, data_time: 0.004, memory: 9061, top1_acc: 0.2505, top5_acc: 0.4961, loss_cls: 3.5528, loss: 3.5528, grad_norm: 1.4656 2020-07-17 00:57:55,696 - mmaction - INFO - Epoch [13][520/1253] lr: 1.279e-01, eta: 4 days, 10:36:16, time: 1.098, data_time: 0.003, memory: 9061, top1_acc: 0.2508, top5_acc: 0.5065, loss_cls: 3.4763, loss: 3.4763, grad_norm: 1.4988 2020-07-17 00:58:17,567 - mmaction - INFO - Epoch [13][540/1253] lr: 1.280e-01, eta: 4 days, 10:34:47, time: 1.093, data_time: 0.003, memory: 9061, top1_acc: 0.2401, top5_acc: 0.4953, loss_cls: 3.5659, loss: 3.5659, grad_norm: 1.5142 2020-07-17 00:58:39,366 - mmaction - INFO - Epoch [13][560/1253] lr: 1.281e-01, eta: 4 days, 10:33:16, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.2523, top5_acc: 0.4992, loss_cls: 3.4947, loss: 3.4947, grad_norm: 1.4562 2020-07-17 00:59:01,298 - mmaction - INFO - Epoch [13][580/1253] lr: 1.283e-01, eta: 4 days, 10:31:49, time: 1.097, data_time: 0.003, memory: 9061, top1_acc: 0.2456, top5_acc: 0.4898, loss_cls: 3.5189, loss: 3.5189, grad_norm: 1.4691 2020-07-17 00:59:23,266 - mmaction - INFO - Epoch [13][600/1253] lr: 1.284e-01, eta: 4 days, 10:30:22, time: 1.099, data_time: 0.003, memory: 9061, top1_acc: 0.2458, top5_acc: 0.4953, loss_cls: 3.5230, loss: 3.5230, grad_norm: 1.4627 2020-07-17 00:59:45,264 - mmaction - INFO - Epoch [13][620/1253] lr: 1.285e-01, eta: 4 days, 10:28:55, time: 1.099, data_time: 0.002, memory: 9061, top1_acc: 0.2609, top5_acc: 0.4898, loss_cls: 3.5168, loss: 3.5168, grad_norm: 1.4555 2020-07-17 01:00:17,711 - mmaction - INFO - Epoch [13][640/1253] lr: 1.286e-01, eta: 4 days, 10:30:47, time: 1.607, data_time: 0.005, memory: 9061, top1_acc: 0.2484, top5_acc: 0.4911, loss_cls: 3.5397, loss: 3.5397, grad_norm: 1.4590 2020-07-17 01:00:40,995 - mmaction - INFO - Epoch [13][660/1253] lr: 1.288e-01, eta: 4 days, 10:29:51, time: 1.178, data_time: 0.024, memory: 9061, top1_acc: 0.2547, top5_acc: 0.5112, loss_cls: 3.4643, loss: 3.4643, grad_norm: 1.4635 2020-07-17 01:01:03,962 - mmaction - INFO - Epoch [13][680/1253] lr: 1.289e-01, eta: 4 days, 10:28:44, time: 1.149, data_time: 0.004, memory: 9061, top1_acc: 0.2529, top5_acc: 0.4862, loss_cls: 3.5246, loss: 3.5246, grad_norm: 1.4706 2020-07-17 01:01:26,090 - mmaction - INFO - Epoch [13][700/1253] lr: 1.290e-01, eta: 4 days, 10:27:21, time: 1.106, data_time: 0.012, memory: 9061, top1_acc: 0.2505, top5_acc: 0.4979, loss_cls: 3.4837, loss: 3.4837, grad_norm: 1.5079 2020-07-17 01:01:48,102 - mmaction - INFO - Epoch [13][720/1253] lr: 1.291e-01, eta: 4 days, 10:25:55, time: 1.101, data_time: 0.004, memory: 9061, top1_acc: 0.2565, top5_acc: 0.5039, loss_cls: 3.4741, loss: 3.4741, grad_norm: 1.4884 2020-07-17 01:02:10,094 - mmaction - INFO - Epoch [13][740/1253] lr: 1.293e-01, eta: 4 days, 10:24:30, time: 1.100, data_time: 0.003, memory: 9061, top1_acc: 0.2492, top5_acc: 0.4914, loss_cls: 3.5712, loss: 3.5712, grad_norm: 1.4599 2020-07-17 01:02:32,055 - mmaction - INFO - Epoch [13][760/1253] lr: 1.294e-01, eta: 4 days, 10:23:03, time: 1.098, data_time: 0.003, memory: 9061, top1_acc: 0.2487, top5_acc: 0.4956, loss_cls: 3.5401, loss: 3.5401, grad_norm: 1.4757 2020-07-17 01:02:53,998 - mmaction - INFO - Epoch [13][780/1253] lr: 1.295e-01, eta: 4 days, 10:21:37, time: 1.097, data_time: 0.004, memory: 9061, top1_acc: 0.2513, top5_acc: 0.4911, loss_cls: 3.5364, loss: 3.5364, grad_norm: 1.4848 2020-07-17 01:03:16,037 - mmaction - INFO - Epoch [13][800/1253] lr: 1.297e-01, eta: 4 days, 10:20:13, time: 1.103, data_time: 0.003, memory: 9061, top1_acc: 0.2570, top5_acc: 0.4932, loss_cls: 3.5007, loss: 3.5007, grad_norm: 1.4203 2020-07-17 01:03:38,153 - mmaction - INFO - Epoch [13][820/1253] lr: 1.298e-01, eta: 4 days, 10:18:50, time: 1.105, data_time: 0.003, memory: 9061, top1_acc: 0.2510, top5_acc: 0.5042, loss_cls: 3.4783, loss: 3.4783, grad_norm: 1.4822 2020-07-17 01:04:00,128 - mmaction - INFO - Epoch [13][840/1253] lr: 1.299e-01, eta: 4 days, 10:17:26, time: 1.101, data_time: 0.003, memory: 9061, top1_acc: 0.2523, top5_acc: 0.4948, loss_cls: 3.4915, loss: 3.4915, grad_norm: 1.5029 2020-07-17 01:04:21,992 - mmaction - INFO - Epoch [13][860/1253] lr: 1.300e-01, eta: 4 days, 10:15:58, time: 1.091, data_time: 0.001, memory: 9061, top1_acc: 0.2552, top5_acc: 0.5076, loss_cls: 3.4617, loss: 3.4617, grad_norm: 1.4731 2020-07-17 01:04:43,813 - mmaction - INFO - Epoch [13][880/1253] lr: 1.302e-01, eta: 4 days, 10:14:30, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.2411, top5_acc: 0.4891, loss_cls: 3.5703, loss: 3.5703, grad_norm: 1.4965 2020-07-17 01:05:05,731 - mmaction - INFO - Epoch [13][900/1253] lr: 1.303e-01, eta: 4 days, 10:13:04, time: 1.094, data_time: 0.003, memory: 9061, top1_acc: 0.2471, top5_acc: 0.4930, loss_cls: 3.5141, loss: 3.5141, grad_norm: 1.4592 2020-07-17 01:05:27,810 - mmaction - INFO - Epoch [13][920/1253] lr: 1.304e-01, eta: 4 days, 10:11:42, time: 1.105, data_time: 0.005, memory: 9061, top1_acc: 0.2607, top5_acc: 0.4992, loss_cls: 3.4968, loss: 3.4968, grad_norm: 1.4449 2020-07-17 01:05:49,695 - mmaction - INFO - Epoch [13][940/1253] lr: 1.305e-01, eta: 4 days, 10:10:16, time: 1.095, data_time: 0.003, memory: 9061, top1_acc: 0.2453, top5_acc: 0.4906, loss_cls: 3.5376, loss: 3.5376, grad_norm: 1.4857 2020-07-17 01:06:11,692 - mmaction - INFO - Epoch [13][960/1253] lr: 1.307e-01, eta: 4 days, 10:08:52, time: 1.099, data_time: 0.003, memory: 9061, top1_acc: 0.2555, top5_acc: 0.4982, loss_cls: 3.5378, loss: 3.5378, grad_norm: 1.5068 2020-07-17 01:06:33,589 - mmaction - INFO - Epoch [13][980/1253] lr: 1.308e-01, eta: 4 days, 10:07:26, time: 1.095, data_time: 0.004, memory: 9061, top1_acc: 0.2557, top5_acc: 0.4995, loss_cls: 3.5065, loss: 3.5065, grad_norm: 1.4829 2020-07-17 01:06:55,442 - mmaction - INFO - Epoch [13][1000/1253] lr: 1.309e-01, eta: 4 days, 10:06:00, time: 1.092, data_time: 0.004, memory: 9061, top1_acc: 0.2427, top5_acc: 0.4878, loss_cls: 3.5348, loss: 3.5348, grad_norm: 1.4893 2020-07-17 01:07:17,337 - mmaction - INFO - Epoch [13][1020/1253] lr: 1.310e-01, eta: 4 days, 10:04:35, time: 1.095, data_time: 0.004, memory: 9061, top1_acc: 0.2555, top5_acc: 0.4935, loss_cls: 3.5302, loss: 3.5302, grad_norm: 1.4718 2020-07-17 01:07:39,236 - mmaction - INFO - Epoch [13][1040/1253] lr: 1.312e-01, eta: 4 days, 10:03:10, time: 1.096, data_time: 0.003, memory: 9061, top1_acc: 0.2536, top5_acc: 0.5096, loss_cls: 3.4500, loss: 3.4500, grad_norm: 1.4886 2020-07-17 01:08:01,594 - mmaction - INFO - Epoch [13][1060/1253] lr: 1.313e-01, eta: 4 days, 10:01:53, time: 1.117, data_time: 0.002, memory: 9061, top1_acc: 0.2695, top5_acc: 0.5206, loss_cls: 3.4393, loss: 3.4393, grad_norm: 1.4990 2020-07-17 01:08:23,525 - mmaction - INFO - Epoch [13][1080/1253] lr: 1.314e-01, eta: 4 days, 10:00:29, time: 1.096, data_time: 0.003, memory: 9061, top1_acc: 0.2365, top5_acc: 0.4927, loss_cls: 3.5546, loss: 3.5546, grad_norm: 1.5102 2020-07-17 01:08:45,630 - mmaction - INFO - Epoch [13][1100/1253] lr: 1.315e-01, eta: 4 days, 9:59:09, time: 1.108, data_time: 0.004, memory: 9061, top1_acc: 0.2531, top5_acc: 0.5018, loss_cls: 3.4613, loss: 3.4613, grad_norm: 1.4586 2020-07-17 01:09:07,662 - mmaction - INFO - Epoch [13][1120/1253] lr: 1.317e-01, eta: 4 days, 9:57:47, time: 1.100, data_time: 0.001, memory: 9061, top1_acc: 0.2500, top5_acc: 0.5068, loss_cls: 3.5002, loss: 3.5002, grad_norm: 1.4951 2020-07-17 01:09:29,750 - mmaction - INFO - Epoch [13][1140/1253] lr: 1.318e-01, eta: 4 days, 9:56:26, time: 1.104, data_time: 0.002, memory: 9061, top1_acc: 0.2388, top5_acc: 0.4836, loss_cls: 3.5928, loss: 3.5928, grad_norm: 1.4700 2020-07-17 01:09:51,725 - mmaction - INFO - Epoch [13][1160/1253] lr: 1.319e-01, eta: 4 days, 9:55:03, time: 1.099, data_time: 0.003, memory: 9061, top1_acc: 0.2625, top5_acc: 0.5156, loss_cls: 3.4415, loss: 3.4415, grad_norm: 1.4815 2020-07-17 01:10:15,093 - mmaction - INFO - Epoch [13][1180/1253] lr: 1.320e-01, eta: 4 days, 9:54:07, time: 1.168, data_time: 0.003, memory: 9061, top1_acc: 0.2552, top5_acc: 0.5039, loss_cls: 3.5227, loss: 3.5227, grad_norm: 1.4573 2020-07-17 01:10:45,876 - mmaction - INFO - Epoch [13][1200/1253] lr: 1.322e-01, eta: 4 days, 9:55:29, time: 1.538, data_time: 0.030, memory: 9061, top1_acc: 0.2607, top5_acc: 0.5016, loss_cls: 3.4453, loss: 3.4453, grad_norm: 1.4501 2020-07-17 01:11:12,750 - mmaction - INFO - Epoch [13][1220/1253] lr: 1.323e-01, eta: 4 days, 9:55:38, time: 1.344, data_time: 0.023, memory: 9061, top1_acc: 0.2518, top5_acc: 0.4961, loss_cls: 3.5158, loss: 3.5158, grad_norm: 1.5124 2020-07-17 01:11:34,824 - mmaction - INFO - Epoch [13][1240/1253] lr: 1.324e-01, eta: 4 days, 9:54:18, time: 1.104, data_time: 0.004, memory: 9061, top1_acc: 0.2484, top5_acc: 0.4943, loss_cls: 3.5176, loss: 3.5176, grad_norm: 1.5002 2020-07-17 01:15:20,450 - mmaction - INFO - Epoch [14][20/1253] lr: 1.325e-01, eta: 4 days, 10:43:46, time: 10.127, data_time: 8.708, memory: 9061, top1_acc: 0.2549, top5_acc: 0.5049, loss_cls: 3.4850, loss: 3.4850, grad_norm: 1.4859 2020-07-17 01:15:42,456 - mmaction - INFO - Epoch [14][40/1253] lr: 1.326e-01, eta: 4 days, 10:42:20, time: 1.100, data_time: 0.003, memory: 9061, top1_acc: 0.2672, top5_acc: 0.5094, loss_cls: 3.4493, loss: 3.4493, grad_norm: 1.4666 2020-07-17 01:16:04,324 - mmaction - INFO - Epoch [14][60/1253] lr: 1.328e-01, eta: 4 days, 10:40:52, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.2552, top5_acc: 0.5104, loss_cls: 3.4565, loss: 3.4565, grad_norm: 1.5189 2020-07-17 01:16:26,114 - mmaction - INFO - Epoch [14][80/1253] lr: 1.329e-01, eta: 4 days, 10:39:23, time: 1.092, data_time: 0.005, memory: 9061, top1_acc: 0.2609, top5_acc: 0.5089, loss_cls: 3.4867, loss: 3.4867, grad_norm: 1.4785 2020-07-17 01:16:48,045 - mmaction - INFO - Epoch [14][100/1253] lr: 1.330e-01, eta: 4 days, 10:37:57, time: 1.098, data_time: 0.003, memory: 9061, top1_acc: 0.2622, top5_acc: 0.5099, loss_cls: 3.4615, loss: 3.4615, grad_norm: 1.4732 2020-07-17 01:17:09,823 - mmaction - INFO - Epoch [14][120/1253] lr: 1.331e-01, eta: 4 days, 10:36:28, time: 1.088, data_time: 0.002, memory: 9061, top1_acc: 0.2661, top5_acc: 0.5182, loss_cls: 3.4332, loss: 3.4332, grad_norm: 1.5020 2020-07-17 01:17:31,842 - mmaction - INFO - Epoch [14][140/1253] lr: 1.333e-01, eta: 4 days, 10:35:03, time: 1.101, data_time: 0.003, memory: 9061, top1_acc: 0.2602, top5_acc: 0.5102, loss_cls: 3.4627, loss: 3.4627, grad_norm: 1.5228 2020-07-17 01:17:53,774 - mmaction - INFO - Epoch [14][160/1253] lr: 1.334e-01, eta: 4 days, 10:33:38, time: 1.098, data_time: 0.003, memory: 9061, top1_acc: 0.2604, top5_acc: 0.5104, loss_cls: 3.4297, loss: 3.4297, grad_norm: 1.4843 2020-07-17 01:18:15,712 - mmaction - INFO - Epoch [14][180/1253] lr: 1.335e-01, eta: 4 days, 10:32:12, time: 1.096, data_time: 0.002, memory: 9061, top1_acc: 0.2669, top5_acc: 0.5260, loss_cls: 3.3986, loss: 3.3986, grad_norm: 1.4994 2020-07-17 01:18:38,497 - mmaction - INFO - Epoch [14][200/1253] lr: 1.336e-01, eta: 4 days, 10:31:02, time: 1.140, data_time: 0.005, memory: 9061, top1_acc: 0.2643, top5_acc: 0.5029, loss_cls: 3.4321, loss: 3.4321, grad_norm: 1.5024 2020-07-17 01:19:04,564 - mmaction - INFO - Epoch [14][220/1253] lr: 1.338e-01, eta: 4 days, 10:30:53, time: 1.305, data_time: 0.021, memory: 9061, top1_acc: 0.2682, top5_acc: 0.5117, loss_cls: 3.4156, loss: 3.4156, grad_norm: 1.5197 2020-07-17 01:19:27,620 - mmaction - INFO - Epoch [14][240/1253] lr: 1.339e-01, eta: 4 days, 10:29:47, time: 1.150, data_time: 0.017, memory: 9061, top1_acc: 0.2518, top5_acc: 0.5016, loss_cls: 3.5176, loss: 3.5176, grad_norm: 1.5167 2020-07-17 01:19:49,677 - mmaction - INFO - Epoch [14][260/1253] lr: 1.340e-01, eta: 4 days, 10:28:24, time: 1.103, data_time: 0.003, memory: 9061, top1_acc: 0.2672, top5_acc: 0.5203, loss_cls: 3.3943, loss: 3.3943, grad_norm: 1.4775 2020-07-17 01:20:11,521 - mmaction - INFO - Epoch [14][280/1253] lr: 1.341e-01, eta: 4 days, 10:26:58, time: 1.093, data_time: 0.004, memory: 9061, top1_acc: 0.2646, top5_acc: 0.5076, loss_cls: 3.4543, loss: 3.4543, grad_norm: 1.4777 2020-07-17 01:20:33,418 - mmaction - INFO - Epoch [14][300/1253] lr: 1.343e-01, eta: 4 days, 10:25:33, time: 1.097, data_time: 0.003, memory: 9061, top1_acc: 0.2604, top5_acc: 0.4964, loss_cls: 3.4924, loss: 3.4924, grad_norm: 1.4708 2020-07-17 01:20:55,328 - mmaction - INFO - Epoch [14][320/1253] lr: 1.344e-01, eta: 4 days, 10:24:07, time: 1.093, data_time: 0.001, memory: 9061, top1_acc: 0.2492, top5_acc: 0.5013, loss_cls: 3.5112, loss: 3.5112, grad_norm: 1.4751 2020-07-17 01:21:17,224 - mmaction - INFO - Epoch [14][340/1253] lr: 1.345e-01, eta: 4 days, 10:22:41, time: 1.095, data_time: 0.005, memory: 9061, top1_acc: 0.2622, top5_acc: 0.5146, loss_cls: 3.4462, loss: 3.4462, grad_norm: 1.4731 2020-07-17 01:21:38,967 - mmaction - INFO - Epoch [14][360/1253] lr: 1.347e-01, eta: 4 days, 10:21:13, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.2620, top5_acc: 0.5078, loss_cls: 3.4580, loss: 3.4580, grad_norm: 1.5035 2020-07-17 01:22:00,881 - mmaction - INFO - Epoch [14][380/1253] lr: 1.348e-01, eta: 4 days, 10:19:49, time: 1.095, data_time: 0.003, memory: 9061, top1_acc: 0.2591, top5_acc: 0.5096, loss_cls: 3.4543, loss: 3.4543, grad_norm: 1.4779 2020-07-17 01:22:22,938 - mmaction - INFO - Epoch [14][400/1253] lr: 1.349e-01, eta: 4 days, 10:18:26, time: 1.102, data_time: 0.003, memory: 9061, top1_acc: 0.2622, top5_acc: 0.5096, loss_cls: 3.4882, loss: 3.4882, grad_norm: 1.4646 2020-07-17 01:22:44,930 - mmaction - INFO - Epoch [14][420/1253] lr: 1.350e-01, eta: 4 days, 10:17:04, time: 1.101, data_time: 0.004, memory: 9061, top1_acc: 0.2630, top5_acc: 0.5102, loss_cls: 3.4362, loss: 3.4362, grad_norm: 1.4785 2020-07-17 01:23:06,820 - mmaction - INFO - Epoch [14][440/1253] lr: 1.352e-01, eta: 4 days, 10:15:39, time: 1.096, data_time: 0.002, memory: 9061, top1_acc: 0.2693, top5_acc: 0.5180, loss_cls: 3.4330, loss: 3.4330, grad_norm: 1.4879 2020-07-17 01:23:28,640 - mmaction - INFO - Epoch [14][460/1253] lr: 1.353e-01, eta: 4 days, 10:14:13, time: 1.089, data_time: 0.001, memory: 9061, top1_acc: 0.2625, top5_acc: 0.5081, loss_cls: 3.4171, loss: 3.4171, grad_norm: 1.4859 2020-07-17 01:23:50,589 - mmaction - INFO - Epoch [14][480/1253] lr: 1.354e-01, eta: 4 days, 10:12:50, time: 1.099, data_time: 0.003, memory: 9061, top1_acc: 0.2534, top5_acc: 0.5057, loss_cls: 3.4772, loss: 3.4772, grad_norm: 1.4612 2020-07-17 01:24:12,573 - mmaction - INFO - Epoch [14][500/1253] lr: 1.355e-01, eta: 4 days, 10:11:27, time: 1.098, data_time: 0.002, memory: 9061, top1_acc: 0.2622, top5_acc: 0.5109, loss_cls: 3.4321, loss: 3.4321, grad_norm: 1.4719 2020-07-17 01:24:34,445 - mmaction - INFO - Epoch [14][520/1253] lr: 1.357e-01, eta: 4 days, 10:10:02, time: 1.094, data_time: 0.004, memory: 9061, top1_acc: 0.2563, top5_acc: 0.5115, loss_cls: 3.4478, loss: 3.4478, grad_norm: 1.5035 2020-07-17 01:24:56,310 - mmaction - INFO - Epoch [14][540/1253] lr: 1.358e-01, eta: 4 days, 10:08:39, time: 1.095, data_time: 0.003, memory: 9061, top1_acc: 0.2563, top5_acc: 0.5076, loss_cls: 3.4626, loss: 3.4626, grad_norm: 1.4817 2020-07-17 01:25:18,316 - mmaction - INFO - Epoch [14][560/1253] lr: 1.359e-01, eta: 4 days, 10:07:16, time: 1.098, data_time: 0.001, memory: 9061, top1_acc: 0.2604, top5_acc: 0.5122, loss_cls: 3.4215, loss: 3.4215, grad_norm: 1.4678 2020-07-17 01:25:40,322 - mmaction - INFO - Epoch [14][580/1253] lr: 1.360e-01, eta: 4 days, 10:05:55, time: 1.101, data_time: 0.003, memory: 9061, top1_acc: 0.2576, top5_acc: 0.5003, loss_cls: 3.4805, loss: 3.4805, grad_norm: 1.4944 2020-07-17 01:26:02,152 - mmaction - INFO - Epoch [14][600/1253] lr: 1.362e-01, eta: 4 days, 10:04:30, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.2531, top5_acc: 0.4997, loss_cls: 3.5093, loss: 3.5093, grad_norm: 1.5257 2020-07-17 01:26:24,027 - mmaction - INFO - Epoch [14][620/1253] lr: 1.363e-01, eta: 4 days, 10:03:07, time: 1.094, data_time: 0.003, memory: 9061, top1_acc: 0.2547, top5_acc: 0.5021, loss_cls: 3.4822, loss: 3.4822, grad_norm: 1.4842 2020-07-17 01:26:45,965 - mmaction - INFO - Epoch [14][640/1253] lr: 1.364e-01, eta: 4 days, 10:01:44, time: 1.097, data_time: 0.002, memory: 9061, top1_acc: 0.2661, top5_acc: 0.5120, loss_cls: 3.4169, loss: 3.4169, grad_norm: 1.5093 2020-07-17 01:27:07,933 - mmaction - INFO - Epoch [14][660/1253] lr: 1.365e-01, eta: 4 days, 10:00:22, time: 1.096, data_time: 0.002, memory: 9061, top1_acc: 0.2677, top5_acc: 0.5159, loss_cls: 3.4235, loss: 3.4235, grad_norm: 1.4934 2020-07-17 01:27:29,723 - mmaction - INFO - Epoch [14][680/1253] lr: 1.367e-01, eta: 4 days, 9:58:57, time: 1.091, data_time: 0.004, memory: 9061, top1_acc: 0.2659, top5_acc: 0.5076, loss_cls: 3.4337, loss: 3.4337, grad_norm: 1.5102 2020-07-17 01:27:51,648 - mmaction - INFO - Epoch [14][700/1253] lr: 1.368e-01, eta: 4 days, 9:57:35, time: 1.097, data_time: 0.003, memory: 9061, top1_acc: 0.2659, top5_acc: 0.5063, loss_cls: 3.4666, loss: 3.4666, grad_norm: 1.5287 2020-07-17 01:28:13,545 - mmaction - INFO - Epoch [14][720/1253] lr: 1.369e-01, eta: 4 days, 9:56:13, time: 1.094, data_time: 0.003, memory: 9061, top1_acc: 0.2589, top5_acc: 0.4982, loss_cls: 3.5065, loss: 3.5065, grad_norm: 1.4973 2020-07-17 01:28:35,700 - mmaction - INFO - Epoch [14][740/1253] lr: 1.370e-01, eta: 4 days, 9:54:55, time: 1.107, data_time: 0.016, memory: 9061, top1_acc: 0.2464, top5_acc: 0.4924, loss_cls: 3.5401, loss: 3.5401, grad_norm: 1.4863 2020-07-17 01:28:57,642 - mmaction - INFO - Epoch [14][760/1253] lr: 1.372e-01, eta: 4 days, 9:53:34, time: 1.099, data_time: 0.004, memory: 9061, top1_acc: 0.2721, top5_acc: 0.5133, loss_cls: 3.4208, loss: 3.4208, grad_norm: 1.4572 2020-07-17 01:29:19,580 - mmaction - INFO - Epoch [14][780/1253] lr: 1.373e-01, eta: 4 days, 9:52:12, time: 1.095, data_time: 0.002, memory: 9061, top1_acc: 0.2604, top5_acc: 0.5060, loss_cls: 3.4817, loss: 3.4817, grad_norm: 1.5111 2020-07-17 01:29:41,578 - mmaction - INFO - Epoch [14][800/1253] lr: 1.374e-01, eta: 4 days, 9:50:52, time: 1.101, data_time: 0.004, memory: 9061, top1_acc: 0.2516, top5_acc: 0.5104, loss_cls: 3.4507, loss: 3.4507, grad_norm: 1.4826 2020-07-17 01:30:03,411 - mmaction - INFO - Epoch [14][820/1253] lr: 1.375e-01, eta: 4 days, 9:49:29, time: 1.091, data_time: 0.002, memory: 9061, top1_acc: 0.2565, top5_acc: 0.4953, loss_cls: 3.4959, loss: 3.4959, grad_norm: 1.4960 2020-07-17 01:30:26,212 - mmaction - INFO - Epoch [14][840/1253] lr: 1.377e-01, eta: 4 days, 9:48:23, time: 1.139, data_time: 0.003, memory: 9061, top1_acc: 0.2549, top5_acc: 0.5076, loss_cls: 3.4739, loss: 3.4739, grad_norm: 1.5043 2020-07-17 01:30:48,267 - mmaction - INFO - Epoch [14][860/1253] lr: 1.378e-01, eta: 4 days, 9:47:04, time: 1.104, data_time: 0.004, memory: 9061, top1_acc: 0.2708, top5_acc: 0.5188, loss_cls: 3.4095, loss: 3.4095, grad_norm: 1.4674 2020-07-17 01:31:10,070 - mmaction - INFO - Epoch [14][880/1253] lr: 1.379e-01, eta: 4 days, 9:45:41, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.2609, top5_acc: 0.5104, loss_cls: 3.4593, loss: 3.4593, grad_norm: 1.4893 2020-07-17 01:31:31,995 - mmaction - INFO - Epoch [14][900/1253] lr: 1.381e-01, eta: 4 days, 9:44:20, time: 1.097, data_time: 0.011, memory: 9061, top1_acc: 0.2721, top5_acc: 0.5240, loss_cls: 3.4107, loss: 3.4107, grad_norm: 1.4838 2020-07-17 01:31:53,944 - mmaction - INFO - Epoch [14][920/1253] lr: 1.382e-01, eta: 4 days, 9:43:00, time: 1.097, data_time: 0.004, memory: 9061, top1_acc: 0.2680, top5_acc: 0.5156, loss_cls: 3.4139, loss: 3.4139, grad_norm: 1.5246 2020-07-17 01:32:15,907 - mmaction - INFO - Epoch [14][940/1253] lr: 1.383e-01, eta: 4 days, 9:41:40, time: 1.099, data_time: 0.004, memory: 9061, top1_acc: 0.2654, top5_acc: 0.5013, loss_cls: 3.5079, loss: 3.5079, grad_norm: 1.5185 2020-07-17 01:32:37,872 - mmaction - INFO - Epoch [14][960/1253] lr: 1.384e-01, eta: 4 days, 9:40:20, time: 1.097, data_time: 0.005, memory: 9061, top1_acc: 0.2526, top5_acc: 0.5052, loss_cls: 3.4692, loss: 3.4692, grad_norm: 1.4756 2020-07-17 01:32:59,781 - mmaction - INFO - Epoch [14][980/1253] lr: 1.386e-01, eta: 4 days, 9:39:00, time: 1.097, data_time: 0.005, memory: 9061, top1_acc: 0.2589, top5_acc: 0.4979, loss_cls: 3.4676, loss: 3.4676, grad_norm: 1.4892 2020-07-17 01:33:21,720 - mmaction - INFO - Epoch [14][1000/1253] lr: 1.387e-01, eta: 4 days, 9:37:40, time: 1.097, data_time: 0.003, memory: 9061, top1_acc: 0.2625, top5_acc: 0.5055, loss_cls: 3.4394, loss: 3.4394, grad_norm: 1.4633 2020-07-17 01:33:43,851 - mmaction - INFO - Epoch [14][1020/1253] lr: 1.388e-01, eta: 4 days, 9:36:23, time: 1.105, data_time: 0.002, memory: 9061, top1_acc: 0.2732, top5_acc: 0.5133, loss_cls: 3.4262, loss: 3.4262, grad_norm: 1.4509 2020-07-17 01:34:05,761 - mmaction - INFO - Epoch [14][1040/1253] lr: 1.389e-01, eta: 4 days, 9:35:04, time: 1.098, data_time: 0.004, memory: 9061, top1_acc: 0.2542, top5_acc: 0.5099, loss_cls: 3.4234, loss: 3.4234, grad_norm: 1.4647 2020-07-17 01:34:27,736 - mmaction - INFO - Epoch [14][1060/1253] lr: 1.391e-01, eta: 4 days, 9:33:44, time: 1.098, data_time: 0.002, memory: 9061, top1_acc: 0.2659, top5_acc: 0.5122, loss_cls: 3.4278, loss: 3.4278, grad_norm: 1.4976 2020-07-17 01:34:49,611 - mmaction - INFO - Epoch [14][1080/1253] lr: 1.392e-01, eta: 4 days, 9:32:24, time: 1.093, data_time: 0.003, memory: 9061, top1_acc: 0.2604, top5_acc: 0.5076, loss_cls: 3.5078, loss: 3.5078, grad_norm: 1.5233 2020-07-17 01:35:11,439 - mmaction - INFO - Epoch [14][1100/1253] lr: 1.393e-01, eta: 4 days, 9:31:03, time: 1.093, data_time: 0.004, memory: 9061, top1_acc: 0.2568, top5_acc: 0.5042, loss_cls: 3.5154, loss: 3.5154, grad_norm: 1.4678 2020-07-17 01:35:33,342 - mmaction - INFO - Epoch [14][1120/1253] lr: 1.394e-01, eta: 4 days, 9:29:44, time: 1.096, data_time: 0.002, memory: 9061, top1_acc: 0.2685, top5_acc: 0.5247, loss_cls: 3.3875, loss: 3.3875, grad_norm: 1.4874 2020-07-17 01:35:55,415 - mmaction - INFO - Epoch [14][1140/1253] lr: 1.396e-01, eta: 4 days, 9:28:27, time: 1.104, data_time: 0.001, memory: 9061, top1_acc: 0.2630, top5_acc: 0.5125, loss_cls: 3.4581, loss: 3.4581, grad_norm: 1.4697 2020-07-17 01:36:17,258 - mmaction - INFO - Epoch [14][1160/1253] lr: 1.397e-01, eta: 4 days, 9:27:06, time: 1.092, data_time: 0.001, memory: 9061, top1_acc: 0.2589, top5_acc: 0.5076, loss_cls: 3.4385, loss: 3.4385, grad_norm: 1.4975 2020-07-17 01:36:39,111 - mmaction - INFO - Epoch [14][1180/1253] lr: 1.398e-01, eta: 4 days, 9:25:46, time: 1.092, data_time: 0.002, memory: 9061, top1_acc: 0.2591, top5_acc: 0.5102, loss_cls: 3.4659, loss: 3.4659, grad_norm: 1.4478 2020-07-17 01:37:00,910 - mmaction - INFO - Epoch [14][1200/1253] lr: 1.399e-01, eta: 4 days, 9:24:24, time: 1.089, data_time: 0.002, memory: 9061, top1_acc: 0.2643, top5_acc: 0.5201, loss_cls: 3.4141, loss: 3.4141, grad_norm: 1.4544 2020-07-17 01:37:22,768 - mmaction - INFO - Epoch [14][1220/1253] lr: 1.401e-01, eta: 4 days, 9:23:05, time: 1.093, data_time: 0.003, memory: 9061, top1_acc: 0.2620, top5_acc: 0.5115, loss_cls: 3.4004, loss: 3.4004, grad_norm: 1.4853 2020-07-17 01:37:44,694 - mmaction - INFO - Epoch [14][1240/1253] lr: 1.402e-01, eta: 4 days, 9:21:46, time: 1.097, data_time: 0.003, memory: 9061, top1_acc: 0.2615, top5_acc: 0.5086, loss_cls: 3.4602, loss: 3.4602, grad_norm: 1.4688 2020-07-17 01:41:09,079 - mmaction - INFO - Epoch [15][20/1253] lr: 1.403e-01, eta: 4 days, 10:01:53, time: 9.153, data_time: 8.009, memory: 9061, top1_acc: 0.2685, top5_acc: 0.5159, loss_cls: 3.3952, loss: 3.3952, grad_norm: 1.5108 2020-07-17 01:41:31,101 - mmaction - INFO - Epoch [15][40/1253] lr: 1.404e-01, eta: 4 days, 10:00:34, time: 1.103, data_time: 0.004, memory: 9061, top1_acc: 0.2648, top5_acc: 0.5068, loss_cls: 3.4414, loss: 3.4414, grad_norm: 1.4520 2020-07-17 01:41:52,838 - mmaction - INFO - Epoch [15][60/1253] lr: 1.405e-01, eta: 4 days, 9:59:10, time: 1.087, data_time: 0.002, memory: 9061, top1_acc: 0.2716, top5_acc: 0.5286, loss_cls: 3.3869, loss: 3.3869, grad_norm: 1.4695 2020-07-17 01:42:14,923 - mmaction - INFO - Epoch [15][80/1253] lr: 1.406e-01, eta: 4 days, 9:57:52, time: 1.104, data_time: 0.002, memory: 9061, top1_acc: 0.2750, top5_acc: 0.5182, loss_cls: 3.3853, loss: 3.3853, grad_norm: 1.4756 2020-07-17 01:42:36,790 - mmaction - INFO - Epoch [15][100/1253] lr: 1.408e-01, eta: 4 days, 9:56:29, time: 1.091, data_time: 0.002, memory: 9061, top1_acc: 0.2646, top5_acc: 0.5141, loss_cls: 3.4454, loss: 3.4454, grad_norm: 1.4815 2020-07-17 01:42:58,766 - mmaction - INFO - Epoch [15][120/1253] lr: 1.409e-01, eta: 4 days, 9:55:09, time: 1.099, data_time: 0.007, memory: 9061, top1_acc: 0.2638, top5_acc: 0.5234, loss_cls: 3.3812, loss: 3.3812, grad_norm: 1.4932 2020-07-17 01:43:20,657 - mmaction - INFO - Epoch [15][140/1253] lr: 1.410e-01, eta: 4 days, 9:53:48, time: 1.095, data_time: 0.004, memory: 9061, top1_acc: 0.2781, top5_acc: 0.5177, loss_cls: 3.4125, loss: 3.4125, grad_norm: 1.4612 2020-07-17 01:43:42,549 - mmaction - INFO - Epoch [15][160/1253] lr: 1.411e-01, eta: 4 days, 9:52:27, time: 1.094, data_time: 0.003, memory: 9061, top1_acc: 0.2740, top5_acc: 0.5167, loss_cls: 3.4421, loss: 3.4421, grad_norm: 1.4706 2020-07-17 01:44:04,413 - mmaction - INFO - Epoch [15][180/1253] lr: 1.413e-01, eta: 4 days, 9:51:06, time: 1.093, data_time: 0.004, memory: 9061, top1_acc: 0.2872, top5_acc: 0.5328, loss_cls: 3.3260, loss: 3.3260, grad_norm: 1.4727 2020-07-17 01:44:26,243 - mmaction - INFO - Epoch [15][200/1253] lr: 1.414e-01, eta: 4 days, 9:49:44, time: 1.093, data_time: 0.004, memory: 9061, top1_acc: 0.2638, top5_acc: 0.5151, loss_cls: 3.4564, loss: 3.4564, grad_norm: 1.5289 2020-07-17 01:44:48,104 - mmaction - INFO - Epoch [15][220/1253] lr: 1.415e-01, eta: 4 days, 9:48:23, time: 1.093, data_time: 0.003, memory: 9061, top1_acc: 0.2727, top5_acc: 0.5273, loss_cls: 3.3527, loss: 3.3527, grad_norm: 1.5082 2020-07-17 01:45:09,975 - mmaction - INFO - Epoch [15][240/1253] lr: 1.416e-01, eta: 4 days, 9:47:02, time: 1.093, data_time: 0.003, memory: 9061, top1_acc: 0.2724, top5_acc: 0.5224, loss_cls: 3.3578, loss: 3.3578, grad_norm: 1.4873 2020-07-17 01:45:31,783 - mmaction - INFO - Epoch [15][260/1253] lr: 1.418e-01, eta: 4 days, 9:45:40, time: 1.091, data_time: 0.004, memory: 9061, top1_acc: 0.2659, top5_acc: 0.5089, loss_cls: 3.4632, loss: 3.4632, grad_norm: 1.4745 2020-07-17 01:45:53,752 - mmaction - INFO - Epoch [15][280/1253] lr: 1.419e-01, eta: 4 days, 9:44:21, time: 1.099, data_time: 0.003, memory: 9061, top1_acc: 0.2677, top5_acc: 0.5214, loss_cls: 3.3874, loss: 3.3874, grad_norm: 1.4907 2020-07-17 01:46:15,709 - mmaction - INFO - Epoch [15][300/1253] lr: 1.420e-01, eta: 4 days, 9:43:02, time: 1.096, data_time: 0.002, memory: 9061, top1_acc: 0.2659, top5_acc: 0.5125, loss_cls: 3.4196, loss: 3.4196, grad_norm: 1.4500 2020-07-17 01:46:37,666 - mmaction - INFO - Epoch [15][320/1253] lr: 1.421e-01, eta: 4 days, 9:41:44, time: 1.100, data_time: 0.004, memory: 9061, top1_acc: 0.2784, top5_acc: 0.5224, loss_cls: 3.3954, loss: 3.3954, grad_norm: 1.4895 2020-07-17 01:46:59,660 - mmaction - INFO - Epoch [15][340/1253] lr: 1.423e-01, eta: 4 days, 9:40:25, time: 1.097, data_time: 0.002, memory: 9061, top1_acc: 0.2747, top5_acc: 0.5201, loss_cls: 3.4066, loss: 3.4066, grad_norm: 1.4922 2020-07-17 01:47:22,027 - mmaction - INFO - Epoch [15][360/1253] lr: 1.424e-01, eta: 4 days, 9:39:14, time: 1.120, data_time: 0.004, memory: 9061, top1_acc: 0.2703, top5_acc: 0.5208, loss_cls: 3.3765, loss: 3.3765, grad_norm: 1.4644 2020-07-17 01:47:44,053 - mmaction - INFO - Epoch [15][380/1253] lr: 1.425e-01, eta: 4 days, 9:37:56, time: 1.100, data_time: 0.002, memory: 9061, top1_acc: 0.2755, top5_acc: 0.5214, loss_cls: 3.4232, loss: 3.4232, grad_norm: 1.5190 2020-07-17 01:48:06,466 - mmaction - INFO - Epoch [15][400/1253] lr: 1.426e-01, eta: 4 days, 9:36:44, time: 1.119, data_time: 0.004, memory: 9061, top1_acc: 0.2654, top5_acc: 0.5003, loss_cls: 3.4446, loss: 3.4446, grad_norm: 1.4622 2020-07-17 01:48:30,514 - mmaction - INFO - Epoch [15][420/1253] lr: 1.428e-01, eta: 4 days, 9:36:03, time: 1.207, data_time: 0.032, memory: 9061, top1_acc: 0.2698, top5_acc: 0.5208, loss_cls: 3.4271, loss: 3.4271, grad_norm: 1.4747 2020-07-17 01:48:57,301 - mmaction - INFO - Epoch [15][440/1253] lr: 1.429e-01, eta: 4 days, 9:36:05, time: 1.337, data_time: 0.025, memory: 9061, top1_acc: 0.2680, top5_acc: 0.5214, loss_cls: 3.3724, loss: 3.3724, grad_norm: 1.4648 2020-07-17 01:49:19,803 - mmaction - INFO - Epoch [15][460/1253] lr: 1.430e-01, eta: 4 days, 9:34:57, time: 1.127, data_time: 0.022, memory: 9061, top1_acc: 0.2690, top5_acc: 0.5190, loss_cls: 3.4097, loss: 3.4097, grad_norm: 1.4919 2020-07-17 01:49:41,757 - mmaction - INFO - Epoch [15][480/1253] lr: 1.432e-01, eta: 4 days, 9:33:39, time: 1.099, data_time: 0.002, memory: 9061, top1_acc: 0.2823, top5_acc: 0.5234, loss_cls: 3.3756, loss: 3.3756, grad_norm: 1.4925 2020-07-17 01:50:03,690 - mmaction - INFO - Epoch [15][500/1253] lr: 1.433e-01, eta: 4 days, 9:32:20, time: 1.093, data_time: 0.001, memory: 9061, top1_acc: 0.2807, top5_acc: 0.5432, loss_cls: 3.3084, loss: 3.3084, grad_norm: 1.4785 2020-07-17 01:50:25,720 - mmaction - INFO - Epoch [15][520/1253] lr: 1.434e-01, eta: 4 days, 9:31:04, time: 1.104, data_time: 0.004, memory: 9061, top1_acc: 0.2708, top5_acc: 0.5198, loss_cls: 3.3867, loss: 3.3867, grad_norm: 1.5000 2020-07-17 01:50:47,597 - mmaction - INFO - Epoch [15][540/1253] lr: 1.435e-01, eta: 4 days, 9:29:45, time: 1.093, data_time: 0.002, memory: 9061, top1_acc: 0.2797, top5_acc: 0.5237, loss_cls: 3.3941, loss: 3.3941, grad_norm: 1.5213 2020-07-17 01:51:09,554 - mmaction - INFO - Epoch [15][560/1253] lr: 1.437e-01, eta: 4 days, 9:28:28, time: 1.100, data_time: 0.003, memory: 9061, top1_acc: 0.2570, top5_acc: 0.5091, loss_cls: 3.4480, loss: 3.4480, grad_norm: 1.5044 2020-07-17 01:51:31,422 - mmaction - INFO - Epoch [15][580/1253] lr: 1.438e-01, eta: 4 days, 9:27:08, time: 1.091, data_time: 0.001, memory: 9061, top1_acc: 0.2760, top5_acc: 0.5260, loss_cls: 3.3702, loss: 3.3702, grad_norm: 1.4818 2020-07-17 01:51:53,404 - mmaction - INFO - Epoch [15][600/1253] lr: 1.439e-01, eta: 4 days, 9:25:51, time: 1.098, data_time: 0.003, memory: 9061, top1_acc: 0.2753, top5_acc: 0.5161, loss_cls: 3.3815, loss: 3.3815, grad_norm: 1.4953 2020-07-17 01:52:15,383 - mmaction - INFO - Epoch [15][620/1253] lr: 1.440e-01, eta: 4 days, 9:24:34, time: 1.099, data_time: 0.004, memory: 9061, top1_acc: 0.2721, top5_acc: 0.5104, loss_cls: 3.4386, loss: 3.4386, grad_norm: 1.4919 2020-07-17 01:52:37,387 - mmaction - INFO - Epoch [15][640/1253] lr: 1.442e-01, eta: 4 days, 9:23:18, time: 1.101, data_time: 0.004, memory: 9061, top1_acc: 0.2857, top5_acc: 0.5370, loss_cls: 3.3326, loss: 3.3326, grad_norm: 1.4676 2020-07-17 01:52:59,261 - mmaction - INFO - Epoch [15][660/1253] lr: 1.443e-01, eta: 4 days, 9:22:00, time: 1.094, data_time: 0.003, memory: 9061, top1_acc: 0.2674, top5_acc: 0.5182, loss_cls: 3.4206, loss: 3.4206, grad_norm: 1.4754 2020-07-17 01:53:21,170 - mmaction - INFO - Epoch [15][680/1253] lr: 1.444e-01, eta: 4 days, 9:20:42, time: 1.095, data_time: 0.003, memory: 9061, top1_acc: 0.2549, top5_acc: 0.5109, loss_cls: 3.4599, loss: 3.4599, grad_norm: 1.4923 2020-07-17 01:53:43,107 - mmaction - INFO - Epoch [15][700/1253] lr: 1.445e-01, eta: 4 days, 9:19:25, time: 1.096, data_time: 0.002, memory: 9061, top1_acc: 0.2698, top5_acc: 0.5266, loss_cls: 3.3939, loss: 3.3939, grad_norm: 1.4729 2020-07-17 01:54:05,167 - mmaction - INFO - Epoch [15][720/1253] lr: 1.447e-01, eta: 4 days, 9:18:10, time: 1.102, data_time: 0.003, memory: 9061, top1_acc: 0.2711, top5_acc: 0.5232, loss_cls: 3.3948, loss: 3.3948, grad_norm: 1.4982 2020-07-17 01:54:27,169 - mmaction - INFO - Epoch [15][740/1253] lr: 1.448e-01, eta: 4 days, 9:16:55, time: 1.102, data_time: 0.004, memory: 9061, top1_acc: 0.2755, top5_acc: 0.5378, loss_cls: 3.3424, loss: 3.3424, grad_norm: 1.5192 2020-07-17 01:54:49,056 - mmaction - INFO - Epoch [15][760/1253] lr: 1.449e-01, eta: 4 days, 9:15:37, time: 1.094, data_time: 0.002, memory: 9061, top1_acc: 0.2695, top5_acc: 0.5042, loss_cls: 3.4302, loss: 3.4302, grad_norm: 1.4695 2020-07-17 01:55:10,845 - mmaction - INFO - Epoch [15][780/1253] lr: 1.450e-01, eta: 4 days, 9:14:18, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.2695, top5_acc: 0.5273, loss_cls: 3.3883, loss: 3.3883, grad_norm: 1.4827 2020-07-17 01:55:32,827 - mmaction - INFO - Epoch [15][800/1253] lr: 1.452e-01, eta: 4 days, 9:13:02, time: 1.098, data_time: 0.002, memory: 9061, top1_acc: 0.2703, top5_acc: 0.5135, loss_cls: 3.4160, loss: 3.4160, grad_norm: 1.4728 2020-07-17 01:55:54,739 - mmaction - INFO - Epoch [15][820/1253] lr: 1.453e-01, eta: 4 days, 9:11:45, time: 1.094, data_time: 0.003, memory: 9061, top1_acc: 0.2654, top5_acc: 0.5203, loss_cls: 3.4304, loss: 3.4304, grad_norm: 1.4657 2020-07-17 01:56:16,576 - mmaction - INFO - Epoch [15][840/1253] lr: 1.454e-01, eta: 4 days, 9:10:27, time: 1.092, data_time: 0.005, memory: 9061, top1_acc: 0.2745, top5_acc: 0.5273, loss_cls: 3.3817, loss: 3.3817, grad_norm: 1.4849 2020-07-17 01:56:38,555 - mmaction - INFO - Epoch [15][860/1253] lr: 1.455e-01, eta: 4 days, 9:09:13, time: 1.101, data_time: 0.004, memory: 9061, top1_acc: 0.2755, top5_acc: 0.5438, loss_cls: 3.3122, loss: 3.3122, grad_norm: 1.4991 2020-07-17 01:57:00,437 - mmaction - INFO - Epoch [15][880/1253] lr: 1.457e-01, eta: 4 days, 9:07:56, time: 1.095, data_time: 0.002, memory: 9061, top1_acc: 0.2932, top5_acc: 0.5349, loss_cls: 3.3037, loss: 3.3037, grad_norm: 1.4854 2020-07-17 01:57:22,405 - mmaction - INFO - Epoch [15][900/1253] lr: 1.458e-01, eta: 4 days, 9:06:41, time: 1.098, data_time: 0.001, memory: 9061, top1_acc: 0.2802, top5_acc: 0.5172, loss_cls: 3.3735, loss: 3.3735, grad_norm: 1.4999 2020-07-17 01:57:45,336 - mmaction - INFO - Epoch [15][920/1253] lr: 1.459e-01, eta: 4 days, 9:05:40, time: 1.144, data_time: 0.001, memory: 9061, top1_acc: 0.2724, top5_acc: 0.5328, loss_cls: 3.3660, loss: 3.3660, grad_norm: 1.5236 2020-07-17 01:58:16,107 - mmaction - INFO - Epoch [15][940/1253] lr: 1.460e-01, eta: 4 days, 9:06:49, time: 1.539, data_time: 0.026, memory: 9061, top1_acc: 0.2633, top5_acc: 0.5138, loss_cls: 3.4388, loss: 3.4388, grad_norm: 1.4727 2020-07-17 01:58:42,390 - mmaction - INFO - Epoch [15][960/1253] lr: 1.462e-01, eta: 4 days, 9:06:45, time: 1.314, data_time: 0.028, memory: 9061, top1_acc: 0.2852, top5_acc: 0.5393, loss_cls: 3.3251, loss: 3.3251, grad_norm: 1.4685 2020-07-17 01:59:04,368 - mmaction - INFO - Epoch [15][980/1253] lr: 1.463e-01, eta: 4 days, 9:05:30, time: 1.099, data_time: 0.003, memory: 9061, top1_acc: 0.2753, top5_acc: 0.5221, loss_cls: 3.3909, loss: 3.3909, grad_norm: 1.4582 2020-07-17 01:59:26,153 - mmaction - INFO - Epoch [15][1000/1253] lr: 1.464e-01, eta: 4 days, 9:04:12, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.2651, top5_acc: 0.5135, loss_cls: 3.4338, loss: 3.4338, grad_norm: 1.5062 2020-07-17 01:59:48,083 - mmaction - INFO - Epoch [15][1020/1253] lr: 1.465e-01, eta: 4 days, 9:02:56, time: 1.096, data_time: 0.004, memory: 9061, top1_acc: 0.2802, top5_acc: 0.5219, loss_cls: 3.3876, loss: 3.3876, grad_norm: 1.4477 2020-07-17 02:00:24,070 - mmaction - INFO - Epoch [15][1040/1253] lr: 1.467e-01, eta: 4 days, 9:05:11, time: 1.743, data_time: 0.005, memory: 9061, top1_acc: 0.2596, top5_acc: 0.5234, loss_cls: 3.4134, loss: 3.4134, grad_norm: 1.4814 2020-07-17 02:00:46,166 - mmaction - INFO - Epoch [15][1060/1253] lr: 1.468e-01, eta: 4 days, 9:04:16, time: 1.161, data_time: 0.064, memory: 9061, top1_acc: 0.2755, top5_acc: 0.5195, loss_cls: 3.4061, loss: 3.4061, grad_norm: 1.4789 2020-07-17 02:01:08,638 - mmaction - INFO - Epoch [15][1080/1253] lr: 1.469e-01, eta: 4 days, 9:03:10, time: 1.125, data_time: 0.004, memory: 9061, top1_acc: 0.2844, top5_acc: 0.5286, loss_cls: 3.3647, loss: 3.3647, grad_norm: 1.4742 2020-07-17 02:01:30,595 - mmaction - INFO - Epoch [15][1100/1253] lr: 1.471e-01, eta: 4 days, 9:01:55, time: 1.098, data_time: 0.003, memory: 9061, top1_acc: 0.2669, top5_acc: 0.5214, loss_cls: 3.3969, loss: 3.3969, grad_norm: 1.4649 2020-07-17 02:01:52,487 - mmaction - INFO - Epoch [15][1120/1253] lr: 1.472e-01, eta: 4 days, 9:00:39, time: 1.094, data_time: 0.002, memory: 9061, top1_acc: 0.2693, top5_acc: 0.5214, loss_cls: 3.4082, loss: 3.4082, grad_norm: 1.4824 2020-07-17 02:02:14,563 - mmaction - INFO - Epoch [15][1140/1253] lr: 1.473e-01, eta: 4 days, 8:59:27, time: 1.104, data_time: 0.004, memory: 9061, top1_acc: 0.2839, top5_acc: 0.5346, loss_cls: 3.3284, loss: 3.3284, grad_norm: 1.4834 2020-07-17 02:02:36,488 - mmaction - INFO - Epoch [15][1160/1253] lr: 1.474e-01, eta: 4 days, 8:58:11, time: 1.096, data_time: 0.003, memory: 9061, top1_acc: 0.2784, top5_acc: 0.5305, loss_cls: 3.3494, loss: 3.3494, grad_norm: 1.5010 2020-07-17 02:02:58,608 - mmaction - INFO - Epoch [15][1180/1253] lr: 1.476e-01, eta: 4 days, 8:57:00, time: 1.106, data_time: 0.003, memory: 9061, top1_acc: 0.2740, top5_acc: 0.5258, loss_cls: 3.3718, loss: 3.3718, grad_norm: 1.5329 2020-07-17 02:03:20,534 - mmaction - INFO - Epoch [15][1200/1253] lr: 1.477e-01, eta: 4 days, 8:55:45, time: 1.096, data_time: 0.003, memory: 9061, top1_acc: 0.2589, top5_acc: 0.5042, loss_cls: 3.4503, loss: 3.4503, grad_norm: 1.4808 2020-07-17 02:03:42,336 - mmaction - INFO - Epoch [15][1220/1253] lr: 1.478e-01, eta: 4 days, 8:54:28, time: 1.092, data_time: 0.004, memory: 9061, top1_acc: 0.2836, top5_acc: 0.5190, loss_cls: 3.3711, loss: 3.3711, grad_norm: 1.4782 2020-07-17 02:04:04,254 - mmaction - INFO - Epoch [15][1240/1253] lr: 1.479e-01, eta: 4 days, 8:53:13, time: 1.094, data_time: 0.002, memory: 9061, top1_acc: 0.2719, top5_acc: 0.5195, loss_cls: 3.4151, loss: 3.4151, grad_norm: 1.4674 2020-07-17 02:07:42,558 - mmaction - INFO - Epoch [16][20/1253] lr: 1.480e-01, eta: 4 days, 9:33:31, time: 9.723, data_time: 8.501, memory: 9061, top1_acc: 0.2810, top5_acc: 0.5268, loss_cls: 3.3467, loss: 3.3467, grad_norm: 1.4754 2020-07-17 02:08:04,443 - mmaction - INFO - Epoch [16][40/1253] lr: 1.481e-01, eta: 4 days, 9:32:13, time: 1.096, data_time: 0.004, memory: 9061, top1_acc: 0.2852, top5_acc: 0.5357, loss_cls: 3.2927, loss: 3.2927, grad_norm: 1.4823 2020-07-17 02:08:26,327 - mmaction - INFO - Epoch [16][60/1253] lr: 1.482e-01, eta: 4 days, 9:30:56, time: 1.095, data_time: 0.003, memory: 9061, top1_acc: 0.2779, top5_acc: 0.5302, loss_cls: 3.3690, loss: 3.3690, grad_norm: 1.5067 2020-07-17 02:08:48,230 - mmaction - INFO - Epoch [16][80/1253] lr: 1.484e-01, eta: 4 days, 9:29:38, time: 1.094, data_time: 0.002, memory: 9061, top1_acc: 0.2734, top5_acc: 0.5237, loss_cls: 3.3708, loss: 3.3708, grad_norm: 1.4467 2020-07-17 02:09:10,192 - mmaction - INFO - Epoch [16][100/1253] lr: 1.485e-01, eta: 4 days, 9:28:22, time: 1.100, data_time: 0.003, memory: 9061, top1_acc: 0.2680, top5_acc: 0.5201, loss_cls: 3.4036, loss: 3.4036, grad_norm: 1.4972 2020-07-17 02:09:32,282 - mmaction - INFO - Epoch [16][120/1253] lr: 1.486e-01, eta: 4 days, 9:27:07, time: 1.102, data_time: 0.001, memory: 9061, top1_acc: 0.2872, top5_acc: 0.5224, loss_cls: 3.3179, loss: 3.3179, grad_norm: 1.4547 2020-07-17 02:09:54,166 - mmaction - INFO - Epoch [16][140/1253] lr: 1.487e-01, eta: 4 days, 9:25:51, time: 1.096, data_time: 0.004, memory: 9061, top1_acc: 0.2883, top5_acc: 0.5370, loss_cls: 3.3276, loss: 3.3276, grad_norm: 1.4617 2020-07-17 02:10:16,253 - mmaction - INFO - Epoch [16][160/1253] lr: 1.489e-01, eta: 4 days, 9:24:37, time: 1.106, data_time: 0.003, memory: 9061, top1_acc: 0.2711, top5_acc: 0.5255, loss_cls: 3.3534, loss: 3.3534, grad_norm: 1.4985 2020-07-17 02:10:38,188 - mmaction - INFO - Epoch [16][180/1253] lr: 1.490e-01, eta: 4 days, 9:23:20, time: 1.095, data_time: 0.001, memory: 9061, top1_acc: 0.2729, top5_acc: 0.5448, loss_cls: 3.2957, loss: 3.2957, grad_norm: 1.4669 2020-07-17 02:11:00,151 - mmaction - INFO - Epoch [16][200/1253] lr: 1.491e-01, eta: 4 days, 9:22:04, time: 1.097, data_time: 0.002, memory: 9061, top1_acc: 0.2768, top5_acc: 0.5237, loss_cls: 3.3767, loss: 3.3767, grad_norm: 1.4971 2020-07-17 02:11:22,047 - mmaction - INFO - Epoch [16][220/1253] lr: 1.492e-01, eta: 4 days, 9:20:48, time: 1.096, data_time: 0.006, memory: 9061, top1_acc: 0.2745, top5_acc: 0.5227, loss_cls: 3.3915, loss: 3.3915, grad_norm: 1.4919 2020-07-17 02:11:43,918 - mmaction - INFO - Epoch [16][240/1253] lr: 1.494e-01, eta: 4 days, 9:19:32, time: 1.095, data_time: 0.003, memory: 9061, top1_acc: 0.2773, top5_acc: 0.5221, loss_cls: 3.3575, loss: 3.3575, grad_norm: 1.4704 2020-07-17 02:12:05,938 - mmaction - INFO - Epoch [16][260/1253] lr: 1.495e-01, eta: 4 days, 9:18:17, time: 1.099, data_time: 0.001, memory: 9061, top1_acc: 0.2690, top5_acc: 0.5133, loss_cls: 3.4065, loss: 3.4065, grad_norm: 1.4927 2020-07-17 02:12:27,864 - mmaction - INFO - Epoch [16][280/1253] lr: 1.496e-01, eta: 4 days, 9:17:01, time: 1.096, data_time: 0.004, memory: 9061, top1_acc: 0.2695, top5_acc: 0.5276, loss_cls: 3.3903, loss: 3.3903, grad_norm: 1.4954 2020-07-17 02:12:49,807 - mmaction - INFO - Epoch [16][300/1253] lr: 1.497e-01, eta: 4 days, 9:15:45, time: 1.097, data_time: 0.005, memory: 9061, top1_acc: 0.2872, top5_acc: 0.5414, loss_cls: 3.3009, loss: 3.3009, grad_norm: 1.4900 2020-07-17 02:13:11,818 - mmaction - INFO - Epoch [16][320/1253] lr: 1.499e-01, eta: 4 days, 9:14:31, time: 1.101, data_time: 0.004, memory: 9061, top1_acc: 0.2852, top5_acc: 0.5372, loss_cls: 3.3103, loss: 3.3103, grad_norm: 1.4902 2020-07-17 02:13:33,719 - mmaction - INFO - Epoch [16][340/1253] lr: 1.500e-01, eta: 4 days, 9:13:15, time: 1.095, data_time: 0.003, memory: 9061, top1_acc: 0.2661, top5_acc: 0.5214, loss_cls: 3.3670, loss: 3.3670, grad_norm: 1.4914 2020-07-17 02:13:55,711 - mmaction - INFO - Epoch [16][360/1253] lr: 1.501e-01, eta: 4 days, 9:12:01, time: 1.099, data_time: 0.003, memory: 9061, top1_acc: 0.2781, top5_acc: 0.5310, loss_cls: 3.3519, loss: 3.3519, grad_norm: 1.4685 2020-07-17 02:14:17,717 - mmaction - INFO - Epoch [16][380/1253] lr: 1.502e-01, eta: 4 days, 9:10:47, time: 1.100, data_time: 0.004, memory: 9061, top1_acc: 0.2854, top5_acc: 0.5315, loss_cls: 3.3144, loss: 3.3144, grad_norm: 1.4790 2020-07-17 02:14:39,816 - mmaction - INFO - Epoch [16][400/1253] lr: 1.504e-01, eta: 4 days, 9:09:35, time: 1.106, data_time: 0.003, memory: 9061, top1_acc: 0.2852, top5_acc: 0.5370, loss_cls: 3.3110, loss: 3.3110, grad_norm: 1.4930 2020-07-17 02:15:01,630 - mmaction - INFO - Epoch [16][420/1253] lr: 1.505e-01, eta: 4 days, 9:08:18, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.2747, top5_acc: 0.5201, loss_cls: 3.3772, loss: 3.3772, grad_norm: 1.4896 2020-07-17 02:15:23,495 - mmaction - INFO - Epoch [16][440/1253] lr: 1.506e-01, eta: 4 days, 9:07:02, time: 1.094, data_time: 0.003, memory: 9061, top1_acc: 0.2841, top5_acc: 0.5430, loss_cls: 3.3344, loss: 3.3344, grad_norm: 1.5168 2020-07-17 02:15:45,351 - mmaction - INFO - Epoch [16][460/1253] lr: 1.507e-01, eta: 4 days, 9:05:47, time: 1.094, data_time: 0.002, memory: 9061, top1_acc: 0.2766, top5_acc: 0.5284, loss_cls: 3.3657, loss: 3.3657, grad_norm: 1.4893 2020-07-17 02:16:07,284 - mmaction - INFO - Epoch [16][480/1253] lr: 1.509e-01, eta: 4 days, 9:04:31, time: 1.094, data_time: 0.001, memory: 9061, top1_acc: 0.2844, top5_acc: 0.5224, loss_cls: 3.3690, loss: 3.3690, grad_norm: 1.5170 2020-07-17 02:16:29,135 - mmaction - INFO - Epoch [16][500/1253] lr: 1.510e-01, eta: 4 days, 9:03:16, time: 1.093, data_time: 0.004, memory: 9061, top1_acc: 0.2766, top5_acc: 0.5247, loss_cls: 3.4207, loss: 3.4207, grad_norm: 1.4714 2020-07-17 02:16:51,046 - mmaction - INFO - Epoch [16][520/1253] lr: 1.511e-01, eta: 4 days, 9:02:02, time: 1.097, data_time: 0.003, memory: 9061, top1_acc: 0.2755, top5_acc: 0.5260, loss_cls: 3.3540, loss: 3.3540, grad_norm: 1.4670 2020-07-17 02:17:13,078 - mmaction - INFO - Epoch [16][540/1253] lr: 1.512e-01, eta: 4 days, 9:00:48, time: 1.099, data_time: 0.001, memory: 9061, top1_acc: 0.2714, top5_acc: 0.5263, loss_cls: 3.3672, loss: 3.3672, grad_norm: 1.4669 2020-07-17 02:17:36,279 - mmaction - INFO - Epoch [16][560/1253] lr: 1.514e-01, eta: 4 days, 8:59:54, time: 1.162, data_time: 0.005, memory: 9061, top1_acc: 0.2771, top5_acc: 0.5172, loss_cls: 3.3521, loss: 3.3521, grad_norm: 1.5117 2020-07-17 02:18:00,832 - mmaction - INFO - Epoch [16][580/1253] lr: 1.515e-01, eta: 4 days, 8:59:21, time: 1.228, data_time: 0.015, memory: 9061, top1_acc: 0.2938, top5_acc: 0.5352, loss_cls: 3.3078, loss: 3.3078, grad_norm: 1.4713 2020-07-17 02:18:29,211 - mmaction - INFO - Epoch [16][600/1253] lr: 1.516e-01, eta: 4 days, 8:59:47, time: 1.419, data_time: 0.027, memory: 9061, top1_acc: 0.2839, top5_acc: 0.5375, loss_cls: 3.3400, loss: 3.3400, grad_norm: 1.4516 2020-07-17 02:18:51,110 - mmaction - INFO - Epoch [16][620/1253] lr: 1.517e-01, eta: 4 days, 8:58:32, time: 1.092, data_time: 0.001, memory: 9061, top1_acc: 0.2852, top5_acc: 0.5411, loss_cls: 3.3044, loss: 3.3044, grad_norm: 1.4613 2020-07-17 02:19:13,003 - mmaction - INFO - Epoch [16][640/1253] lr: 1.519e-01, eta: 4 days, 8:57:17, time: 1.094, data_time: 0.004, memory: 9061, top1_acc: 0.2826, top5_acc: 0.5414, loss_cls: 3.3154, loss: 3.3154, grad_norm: 1.4896 2020-07-17 02:19:35,020 - mmaction - INFO - Epoch [16][660/1253] lr: 1.520e-01, eta: 4 days, 8:56:05, time: 1.103, data_time: 0.005, memory: 9061, top1_acc: 0.2724, top5_acc: 0.5245, loss_cls: 3.3516, loss: 3.3516, grad_norm: 1.4868 2020-07-17 02:19:57,131 - mmaction - INFO - Epoch [16][680/1253] lr: 1.521e-01, eta: 4 days, 8:54:54, time: 1.104, data_time: 0.002, memory: 9061, top1_acc: 0.2682, top5_acc: 0.5159, loss_cls: 3.3863, loss: 3.3863, grad_norm: 1.4911 2020-07-17 02:20:18,940 - mmaction - INFO - Epoch [16][700/1253] lr: 1.523e-01, eta: 4 days, 8:53:39, time: 1.090, data_time: 0.004, memory: 9061, top1_acc: 0.2690, top5_acc: 0.5281, loss_cls: 3.3915, loss: 3.3915, grad_norm: 1.4467 2020-07-17 02:20:40,869 - mmaction - INFO - Epoch [16][720/1253] lr: 1.524e-01, eta: 4 days, 8:52:26, time: 1.099, data_time: 0.004, memory: 9061, top1_acc: 0.2784, top5_acc: 0.5263, loss_cls: 3.3818, loss: 3.3818, grad_norm: 1.4662 2020-07-17 02:21:02,693 - mmaction - INFO - Epoch [16][740/1253] lr: 1.525e-01, eta: 4 days, 8:51:11, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.2750, top5_acc: 0.5260, loss_cls: 3.3696, loss: 3.3696, grad_norm: 1.4773 2020-07-17 02:21:24,670 - mmaction - INFO - Epoch [16][760/1253] lr: 1.526e-01, eta: 4 days, 8:49:58, time: 1.097, data_time: 0.002, memory: 9061, top1_acc: 0.2747, top5_acc: 0.5169, loss_cls: 3.4013, loss: 3.4013, grad_norm: 1.4627 2020-07-17 02:21:46,646 - mmaction - INFO - Epoch [16][780/1253] lr: 1.528e-01, eta: 4 days, 8:48:46, time: 1.100, data_time: 0.003, memory: 9061, top1_acc: 0.2807, top5_acc: 0.5320, loss_cls: 3.3555, loss: 3.3555, grad_norm: 1.4563 2020-07-17 02:22:08,585 - mmaction - INFO - Epoch [16][800/1253] lr: 1.529e-01, eta: 4 days, 8:47:33, time: 1.097, data_time: 0.001, memory: 9061, top1_acc: 0.2648, top5_acc: 0.5182, loss_cls: 3.3978, loss: 3.3978, grad_norm: 1.4946 2020-07-17 02:22:30,530 - mmaction - INFO - Epoch [16][820/1253] lr: 1.530e-01, eta: 4 days, 8:46:20, time: 1.096, data_time: 0.002, memory: 9061, top1_acc: 0.2938, top5_acc: 0.5370, loss_cls: 3.2933, loss: 3.2933, grad_norm: 1.4737 2020-07-17 02:22:52,512 - mmaction - INFO - Epoch [16][840/1253] lr: 1.531e-01, eta: 4 days, 8:45:07, time: 1.098, data_time: 0.003, memory: 9061, top1_acc: 0.2849, top5_acc: 0.5367, loss_cls: 3.3071, loss: 3.3071, grad_norm: 1.4610 2020-07-17 02:23:14,279 - mmaction - INFO - Epoch [16][860/1253] lr: 1.533e-01, eta: 4 days, 8:43:52, time: 1.089, data_time: 0.004, memory: 9061, top1_acc: 0.2901, top5_acc: 0.5378, loss_cls: 3.3303, loss: 3.3303, grad_norm: 1.4558 2020-07-17 02:23:36,178 - mmaction - INFO - Epoch [16][880/1253] lr: 1.534e-01, eta: 4 days, 8:42:39, time: 1.095, data_time: 0.003, memory: 9061, top1_acc: 0.2906, top5_acc: 0.5417, loss_cls: 3.2818, loss: 3.2818, grad_norm: 1.4843 2020-07-17 02:23:58,102 - mmaction - INFO - Epoch [16][900/1253] lr: 1.535e-01, eta: 4 days, 8:41:27, time: 1.097, data_time: 0.003, memory: 9061, top1_acc: 0.2841, top5_acc: 0.5260, loss_cls: 3.3359, loss: 3.3359, grad_norm: 1.4773 2020-07-17 02:24:20,016 - mmaction - INFO - Epoch [16][920/1253] lr: 1.536e-01, eta: 4 days, 8:40:14, time: 1.095, data_time: 0.002, memory: 9061, top1_acc: 0.2732, top5_acc: 0.5305, loss_cls: 3.3510, loss: 3.3510, grad_norm: 1.4857 2020-07-17 02:24:41,938 - mmaction - INFO - Epoch [16][940/1253] lr: 1.538e-01, eta: 4 days, 8:39:01, time: 1.095, data_time: 0.003, memory: 9061, top1_acc: 0.2763, top5_acc: 0.5268, loss_cls: 3.3596, loss: 3.3596, grad_norm: 1.4617 2020-07-17 02:25:03,837 - mmaction - INFO - Epoch [16][960/1253] lr: 1.539e-01, eta: 4 days, 8:37:48, time: 1.095, data_time: 0.004, memory: 9061, top1_acc: 0.2781, top5_acc: 0.5242, loss_cls: 3.3737, loss: 3.3737, grad_norm: 1.4730 2020-07-17 02:25:25,708 - mmaction - INFO - Epoch [16][980/1253] lr: 1.540e-01, eta: 4 days, 8:36:35, time: 1.094, data_time: 0.004, memory: 9061, top1_acc: 0.2716, top5_acc: 0.5326, loss_cls: 3.3411, loss: 3.3411, grad_norm: 1.4839 2020-07-17 02:25:47,576 - mmaction - INFO - Epoch [16][1000/1253] lr: 1.541e-01, eta: 4 days, 8:35:22, time: 1.094, data_time: 0.003, memory: 9061, top1_acc: 0.2711, top5_acc: 0.5310, loss_cls: 3.3736, loss: 3.3736, grad_norm: 1.4710 2020-07-17 02:26:09,486 - mmaction - INFO - Epoch [16][1020/1253] lr: 1.543e-01, eta: 4 days, 8:34:10, time: 1.096, data_time: 0.002, memory: 9061, top1_acc: 0.2859, top5_acc: 0.5401, loss_cls: 3.2796, loss: 3.2796, grad_norm: 1.4538 2020-07-17 02:26:31,292 - mmaction - INFO - Epoch [16][1040/1253] lr: 1.544e-01, eta: 4 days, 8:32:57, time: 1.090, data_time: 0.002, memory: 9061, top1_acc: 0.2807, top5_acc: 0.5440, loss_cls: 3.2963, loss: 3.2963, grad_norm: 1.4817 2020-07-17 02:26:53,177 - mmaction - INFO - Epoch [16][1060/1253] lr: 1.545e-01, eta: 4 days, 8:31:44, time: 1.094, data_time: 0.002, memory: 9061, top1_acc: 0.2732, top5_acc: 0.5310, loss_cls: 3.3447, loss: 3.3447, grad_norm: 1.5067 2020-07-17 02:27:15,142 - mmaction - INFO - Epoch [16][1080/1253] lr: 1.546e-01, eta: 4 days, 8:30:33, time: 1.099, data_time: 0.002, memory: 9061, top1_acc: 0.2875, top5_acc: 0.5292, loss_cls: 3.3384, loss: 3.3384, grad_norm: 1.4637 2020-07-17 02:27:37,011 - mmaction - INFO - Epoch [16][1100/1253] lr: 1.548e-01, eta: 4 days, 8:29:20, time: 1.092, data_time: 0.002, memory: 9061, top1_acc: 0.2690, top5_acc: 0.5174, loss_cls: 3.3947, loss: 3.3947, grad_norm: 1.4538 2020-07-17 02:27:59,131 - mmaction - INFO - Epoch [16][1120/1253] lr: 1.549e-01, eta: 4 days, 8:28:12, time: 1.109, data_time: 0.003, memory: 9061, top1_acc: 0.2750, top5_acc: 0.5424, loss_cls: 3.3066, loss: 3.3066, grad_norm: 1.4536 2020-07-17 02:28:21,112 - mmaction - INFO - Epoch [16][1140/1253] lr: 1.550e-01, eta: 4 days, 8:27:01, time: 1.096, data_time: 0.001, memory: 9061, top1_acc: 0.2844, top5_acc: 0.5365, loss_cls: 3.3333, loss: 3.3333, grad_norm: 1.4735 2020-07-17 02:28:42,825 - mmaction - INFO - Epoch [16][1160/1253] lr: 1.551e-01, eta: 4 days, 8:25:47, time: 1.087, data_time: 0.004, memory: 9061, top1_acc: 0.2797, top5_acc: 0.5294, loss_cls: 3.3473, loss: 3.3473, grad_norm: 1.4609 2020-07-17 02:29:04,594 - mmaction - INFO - Epoch [16][1180/1253] lr: 1.553e-01, eta: 4 days, 8:24:33, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.2872, top5_acc: 0.5357, loss_cls: 3.3282, loss: 3.3282, grad_norm: 1.4708 2020-07-17 02:29:26,427 - mmaction - INFO - Epoch [16][1200/1253] lr: 1.554e-01, eta: 4 days, 8:23:20, time: 1.092, data_time: 0.004, memory: 9061, top1_acc: 0.2706, top5_acc: 0.5310, loss_cls: 3.3504, loss: 3.3504, grad_norm: 1.4737 2020-07-17 02:29:48,284 - mmaction - INFO - Epoch [16][1220/1253] lr: 1.555e-01, eta: 4 days, 8:22:09, time: 1.094, data_time: 0.003, memory: 9061, top1_acc: 0.2760, top5_acc: 0.5286, loss_cls: 3.3667, loss: 3.3667, grad_norm: 1.4700 2020-07-17 02:30:11,555 - mmaction - INFO - Epoch [16][1240/1253] lr: 1.556e-01, eta: 4 days, 8:21:17, time: 1.160, data_time: 0.002, memory: 9061, top1_acc: 0.2729, top5_acc: 0.5260, loss_cls: 3.3801, loss: 3.3801, grad_norm: 1.5040 2020-07-17 02:30:33,537 - mmaction - INFO - Saving checkpoint at 16 epochs 2020-07-17 02:33:41,616 - mmaction - INFO - Epoch [17][20/1253] lr: 1.557e-01, eta: 4 days, 8:56:53, time: 9.326, data_time: 7.845, memory: 9061, top1_acc: 0.2810, top5_acc: 0.5255, loss_cls: 3.3546, loss: 3.3546, grad_norm: 1.4631 2020-07-17 02:34:03,560 - mmaction - INFO - Epoch [17][40/1253] lr: 1.558e-01, eta: 4 days, 8:55:40, time: 1.099, data_time: 0.003, memory: 9061, top1_acc: 0.2906, top5_acc: 0.5406, loss_cls: 3.3114, loss: 3.3114, grad_norm: 1.4472 2020-07-17 02:34:25,879 - mmaction - INFO - Epoch [17][60/1253] lr: 1.559e-01, eta: 4 days, 8:54:30, time: 1.104, data_time: 0.001, memory: 9061, top1_acc: 0.2867, top5_acc: 0.5378, loss_cls: 3.2894, loss: 3.2894, grad_norm: 1.4650 2020-07-17 02:34:48,778 - mmaction - INFO - Epoch [17][80/1253] lr: 1.560e-01, eta: 4 days, 8:53:34, time: 1.155, data_time: 0.037, memory: 9061, top1_acc: 0.2948, top5_acc: 0.5456, loss_cls: 3.2328, loss: 3.2328, grad_norm: 1.4766 2020-07-17 02:35:12,362 - mmaction - INFO - Epoch [17][100/1253] lr: 1.562e-01, eta: 4 days, 8:52:46, time: 1.177, data_time: 0.019, memory: 9061, top1_acc: 0.2797, top5_acc: 0.5424, loss_cls: 3.3211, loss: 3.3211, grad_norm: 1.4676 2020-07-17 02:35:35,435 - mmaction - INFO - Epoch [17][120/1253] lr: 1.563e-01, eta: 4 days, 8:51:51, time: 1.157, data_time: 0.038, memory: 9061, top1_acc: 0.2958, top5_acc: 0.5490, loss_cls: 3.2715, loss: 3.2715, grad_norm: 1.4850 2020-07-17 02:35:57,467 - mmaction - INFO - Epoch [17][140/1253] lr: 1.564e-01, eta: 4 days, 8:50:39, time: 1.100, data_time: 0.010, memory: 9061, top1_acc: 0.2930, top5_acc: 0.5349, loss_cls: 3.3023, loss: 3.3023, grad_norm: 1.4967 2020-07-17 02:36:19,389 - mmaction - INFO - Epoch [17][160/1253] lr: 1.565e-01, eta: 4 days, 8:49:27, time: 1.097, data_time: 0.004, memory: 9061, top1_acc: 0.2789, top5_acc: 0.5367, loss_cls: 3.3108, loss: 3.3108, grad_norm: 1.5077 2020-07-17 02:36:41,455 - mmaction - INFO - Epoch [17][180/1253] lr: 1.567e-01, eta: 4 days, 8:48:17, time: 1.105, data_time: 0.003, memory: 9061, top1_acc: 0.2914, top5_acc: 0.5372, loss_cls: 3.3246, loss: 3.3246, grad_norm: 1.4941 2020-07-17 02:37:03,451 - mmaction - INFO - Epoch [17][200/1253] lr: 1.568e-01, eta: 4 days, 8:47:05, time: 1.097, data_time: 0.002, memory: 9061, top1_acc: 0.2807, top5_acc: 0.5458, loss_cls: 3.2929, loss: 3.2929, grad_norm: 1.4838 2020-07-17 02:37:27,031 - mmaction - INFO - Epoch [17][220/1253] lr: 1.569e-01, eta: 4 days, 8:46:17, time: 1.179, data_time: 0.022, memory: 9061, top1_acc: 0.2781, top5_acc: 0.5354, loss_cls: 3.3471, loss: 3.3471, grad_norm: 1.4847 2020-07-17 02:37:51,204 - mmaction - INFO - Epoch [17][240/1253] lr: 1.571e-01, eta: 4 days, 8:45:39, time: 1.212, data_time: 0.027, memory: 9061, top1_acc: 0.2833, top5_acc: 0.5362, loss_cls: 3.3163, loss: 3.3163, grad_norm: 1.4350 2020-07-17 02:38:13,916 - mmaction - INFO - Epoch [17][260/1253] lr: 1.572e-01, eta: 4 days, 8:44:39, time: 1.135, data_time: 0.014, memory: 9061, top1_acc: 0.2865, top5_acc: 0.5503, loss_cls: 3.2513, loss: 3.2513, grad_norm: 1.4765 2020-07-17 02:38:36,126 - mmaction - INFO - Epoch [17][280/1253] lr: 1.573e-01, eta: 4 days, 8:43:30, time: 1.109, data_time: 0.016, memory: 9061, top1_acc: 0.2893, top5_acc: 0.5482, loss_cls: 3.2496, loss: 3.2496, grad_norm: 1.5007 2020-07-17 02:38:59,635 - mmaction - INFO - Epoch [17][300/1253] lr: 1.574e-01, eta: 4 days, 8:42:40, time: 1.171, data_time: 0.030, memory: 9061, top1_acc: 0.2932, top5_acc: 0.5432, loss_cls: 3.2491, loss: 3.2491, grad_norm: 1.4949 2020-07-17 02:39:23,172 - mmaction - INFO - Epoch [17][320/1253] lr: 1.576e-01, eta: 4 days, 8:41:51, time: 1.171, data_time: 0.027, memory: 9061, top1_acc: 0.2938, top5_acc: 0.5365, loss_cls: 3.3204, loss: 3.3204, grad_norm: 1.4843 2020-07-17 02:39:46,159 - mmaction - INFO - Epoch [17][340/1253] lr: 1.577e-01, eta: 4 days, 8:40:58, time: 1.161, data_time: 0.036, memory: 9061, top1_acc: 0.2818, top5_acc: 0.5315, loss_cls: 3.3292, loss: 3.3292, grad_norm: 1.4530 2020-07-17 02:40:08,119 - mmaction - INFO - Epoch [17][360/1253] lr: 1.578e-01, eta: 4 days, 8:39:47, time: 1.100, data_time: 0.002, memory: 9061, top1_acc: 0.2878, top5_acc: 0.5336, loss_cls: 3.3327, loss: 3.3327, grad_norm: 1.4743 2020-07-17 02:40:29,977 - mmaction - INFO - Epoch [17][380/1253] lr: 1.579e-01, eta: 4 days, 8:38:34, time: 1.091, data_time: 0.001, memory: 9061, top1_acc: 0.2755, top5_acc: 0.5326, loss_cls: 3.3456, loss: 3.3456, grad_norm: 1.4756 2020-07-17 02:40:51,964 - mmaction - INFO - Epoch [17][400/1253] lr: 1.581e-01, eta: 4 days, 8:37:23, time: 1.100, data_time: 0.003, memory: 9061, top1_acc: 0.2906, top5_acc: 0.5531, loss_cls: 3.2609, loss: 3.2609, grad_norm: 1.4853 2020-07-17 02:41:14,049 - mmaction - INFO - Epoch [17][420/1253] lr: 1.582e-01, eta: 4 days, 8:36:15, time: 1.105, data_time: 0.003, memory: 9061, top1_acc: 0.2831, top5_acc: 0.5320, loss_cls: 3.3917, loss: 3.3917, grad_norm: 1.4572 2020-07-17 02:41:35,777 - mmaction - INFO - Epoch [17][440/1253] lr: 1.583e-01, eta: 4 days, 8:35:00, time: 1.086, data_time: 0.002, memory: 9061, top1_acc: 0.2844, top5_acc: 0.5451, loss_cls: 3.2895, loss: 3.2895, grad_norm: 1.4865 2020-07-17 02:41:57,773 - mmaction - INFO - Epoch [17][460/1253] lr: 1.584e-01, eta: 4 days, 8:33:50, time: 1.098, data_time: 0.002, memory: 9061, top1_acc: 0.2956, top5_acc: 0.5523, loss_cls: 3.2593, loss: 3.2593, grad_norm: 1.4536 2020-07-17 02:42:19,550 - mmaction - INFO - Epoch [17][480/1253] lr: 1.586e-01, eta: 4 days, 8:32:37, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.2833, top5_acc: 0.5320, loss_cls: 3.3285, loss: 3.3285, grad_norm: 1.5002 2020-07-17 02:42:41,454 - mmaction - INFO - Epoch [17][500/1253] lr: 1.587e-01, eta: 4 days, 8:31:26, time: 1.096, data_time: 0.003, memory: 9061, top1_acc: 0.2961, top5_acc: 0.5513, loss_cls: 3.2390, loss: 3.2390, grad_norm: 1.4824 2020-07-17 02:43:03,404 - mmaction - INFO - Epoch [17][520/1253] lr: 1.588e-01, eta: 4 days, 8:30:15, time: 1.097, data_time: 0.002, memory: 9061, top1_acc: 0.2826, top5_acc: 0.5346, loss_cls: 3.3260, loss: 3.3260, grad_norm: 1.4783 2020-07-17 02:43:25,232 - mmaction - INFO - Epoch [17][540/1253] lr: 1.589e-01, eta: 4 days, 8:29:02, time: 1.089, data_time: 0.002, memory: 9061, top1_acc: 0.2849, top5_acc: 0.5451, loss_cls: 3.3274, loss: 3.3274, grad_norm: 1.4574 2020-07-17 02:43:47,141 - mmaction - INFO - Epoch [17][560/1253] lr: 1.591e-01, eta: 4 days, 8:27:51, time: 1.095, data_time: 0.004, memory: 9061, top1_acc: 0.2971, top5_acc: 0.5539, loss_cls: 3.2435, loss: 3.2435, grad_norm: 1.4863 2020-07-17 02:44:09,060 - mmaction - INFO - Epoch [17][580/1253] lr: 1.592e-01, eta: 4 days, 8:26:40, time: 1.097, data_time: 0.005, memory: 9061, top1_acc: 0.2841, top5_acc: 0.5326, loss_cls: 3.3273, loss: 3.3273, grad_norm: 1.4624 2020-07-17 02:44:30,917 - mmaction - INFO - Epoch [17][600/1253] lr: 1.593e-01, eta: 4 days, 8:25:29, time: 1.094, data_time: 0.004, memory: 9061, top1_acc: 0.2841, top5_acc: 0.5232, loss_cls: 3.3557, loss: 3.3557, grad_norm: 1.4436 2020-07-17 02:44:52,787 - mmaction - INFO - Epoch [17][620/1253] lr: 1.594e-01, eta: 4 days, 8:24:18, time: 1.093, data_time: 0.003, memory: 9061, top1_acc: 0.2799, top5_acc: 0.5195, loss_cls: 3.3427, loss: 3.3427, grad_norm: 1.4490 2020-07-17 02:45:14,711 - mmaction - INFO - Epoch [17][640/1253] lr: 1.596e-01, eta: 4 days, 8:23:08, time: 1.097, data_time: 0.004, memory: 9061, top1_acc: 0.3044, top5_acc: 0.5354, loss_cls: 3.2536, loss: 3.2536, grad_norm: 1.4392 2020-07-17 02:45:36,626 - mmaction - INFO - Epoch [17][660/1253] lr: 1.597e-01, eta: 4 days, 8:21:57, time: 1.096, data_time: 0.002, memory: 9061, top1_acc: 0.2938, top5_acc: 0.5404, loss_cls: 3.2674, loss: 3.2674, grad_norm: 1.5307 2020-07-17 02:45:58,484 - mmaction - INFO - Epoch [17][680/1253] lr: 1.598e-01, eta: 4 days, 8:20:46, time: 1.094, data_time: 0.002, memory: 9061, top1_acc: 0.2857, top5_acc: 0.5336, loss_cls: 3.3133, loss: 3.3133, grad_norm: 1.4836 2020-07-17 02:46:20,576 - mmaction - INFO - Epoch [17][700/1253] lr: 1.599e-01, eta: 4 days, 8:19:39, time: 1.105, data_time: 0.003, memory: 9061, top1_acc: 0.2823, top5_acc: 0.5219, loss_cls: 3.3375, loss: 3.3375, grad_norm: 1.4727 2020-07-17 02:46:42,452 - mmaction - INFO - Epoch [17][720/1253] lr: 1.601e-01, eta: 4 days, 8:18:28, time: 1.092, data_time: 0.001, memory: 9061, top1_acc: 0.2932, top5_acc: 0.5451, loss_cls: 3.2974, loss: 3.2974, grad_norm: 1.4662 2020-07-17 02:47:04,281 - mmaction - INFO - Epoch [17][740/1253] lr: 1.602e-01, eta: 4 days, 8:17:16, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.2904, top5_acc: 0.5547, loss_cls: 3.2499, loss: 3.2499, grad_norm: 1.4863 2020-07-17 02:47:26,075 - mmaction - INFO - Epoch [17][760/1253] lr: 1.603e-01, eta: 4 days, 8:16:05, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.2841, top5_acc: 0.5388, loss_cls: 3.3014, loss: 3.3014, grad_norm: 1.4607 2020-07-17 02:47:47,972 - mmaction - INFO - Epoch [17][780/1253] lr: 1.604e-01, eta: 4 days, 8:14:55, time: 1.095, data_time: 0.011, memory: 9061, top1_acc: 0.2724, top5_acc: 0.5273, loss_cls: 3.3879, loss: 3.3879, grad_norm: 1.4618 2020-07-17 02:48:10,014 - mmaction - INFO - Epoch [17][800/1253] lr: 1.606e-01, eta: 4 days, 8:13:47, time: 1.103, data_time: 0.003, memory: 9061, top1_acc: 0.2956, top5_acc: 0.5492, loss_cls: 3.2898, loss: 3.2898, grad_norm: 1.4582 2020-07-17 02:48:31,770 - mmaction - INFO - Epoch [17][820/1253] lr: 1.607e-01, eta: 4 days, 8:12:35, time: 1.087, data_time: 0.002, memory: 9061, top1_acc: 0.2820, top5_acc: 0.5404, loss_cls: 3.3044, loss: 3.3044, grad_norm: 1.4424 2020-07-17 02:48:53,530 - mmaction - INFO - Epoch [17][840/1253] lr: 1.608e-01, eta: 4 days, 8:11:23, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.2841, top5_acc: 0.5406, loss_cls: 3.3068, loss: 3.3068, grad_norm: 1.4716 2020-07-17 02:49:15,294 - mmaction - INFO - Epoch [17][860/1253] lr: 1.609e-01, eta: 4 days, 8:10:12, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.2964, top5_acc: 0.5393, loss_cls: 3.2704, loss: 3.2704, grad_norm: 1.4675 2020-07-17 02:49:37,107 - mmaction - INFO - Epoch [17][880/1253] lr: 1.611e-01, eta: 4 days, 8:09:00, time: 1.087, data_time: 0.001, memory: 9061, top1_acc: 0.2953, top5_acc: 0.5448, loss_cls: 3.2946, loss: 3.2946, grad_norm: 1.4770 2020-07-17 02:49:59,119 - mmaction - INFO - Epoch [17][900/1253] lr: 1.612e-01, eta: 4 days, 8:07:52, time: 1.101, data_time: 0.004, memory: 9061, top1_acc: 0.2852, top5_acc: 0.5333, loss_cls: 3.3263, loss: 3.3263, grad_norm: 1.4637 2020-07-17 02:50:21,136 - mmaction - INFO - Epoch [17][920/1253] lr: 1.613e-01, eta: 4 days, 8:06:45, time: 1.103, data_time: 0.003, memory: 9061, top1_acc: 0.2974, top5_acc: 0.5482, loss_cls: 3.2346, loss: 3.2346, grad_norm: 1.4783 2020-07-17 02:50:43,020 - mmaction - INFO - Epoch [17][940/1253] lr: 1.614e-01, eta: 4 days, 8:05:35, time: 1.092, data_time: 0.004, memory: 9061, top1_acc: 0.2810, top5_acc: 0.5359, loss_cls: 3.3355, loss: 3.3355, grad_norm: 1.4817 2020-07-17 02:51:05,096 - mmaction - INFO - Epoch [17][960/1253] lr: 1.616e-01, eta: 4 days, 8:04:29, time: 1.106, data_time: 0.003, memory: 9061, top1_acc: 0.2906, top5_acc: 0.5534, loss_cls: 3.2594, loss: 3.2594, grad_norm: 1.4744 2020-07-17 02:51:28,628 - mmaction - INFO - Epoch [17][980/1253] lr: 1.617e-01, eta: 4 days, 8:03:42, time: 1.172, data_time: 0.017, memory: 9061, top1_acc: 0.2844, top5_acc: 0.5492, loss_cls: 3.2802, loss: 3.2802, grad_norm: 1.4497 2020-07-17 02:51:51,913 - mmaction - INFO - Epoch [17][1000/1253] lr: 1.618e-01, eta: 4 days, 8:02:54, time: 1.168, data_time: 0.023, memory: 9061, top1_acc: 0.2797, top5_acc: 0.5242, loss_cls: 3.3360, loss: 3.3360, grad_norm: 1.4483 2020-07-17 02:52:15,640 - mmaction - INFO - Epoch [17][1020/1253] lr: 1.619e-01, eta: 4 days, 8:02:10, time: 1.185, data_time: 0.029, memory: 9061, top1_acc: 0.2771, top5_acc: 0.5344, loss_cls: 3.3330, loss: 3.3330, grad_norm: 1.4622 2020-07-17 02:52:37,767 - mmaction - INFO - Epoch [17][1040/1253] lr: 1.621e-01, eta: 4 days, 8:01:04, time: 1.104, data_time: 0.017, memory: 9061, top1_acc: 0.2844, top5_acc: 0.5391, loss_cls: 3.3217, loss: 3.3217, grad_norm: 1.4749 2020-07-17 02:52:59,739 - mmaction - INFO - Epoch [17][1060/1253] lr: 1.622e-01, eta: 4 days, 7:59:56, time: 1.097, data_time: 0.005, memory: 9061, top1_acc: 0.2909, top5_acc: 0.5409, loss_cls: 3.2901, loss: 3.2901, grad_norm: 1.4477 2020-07-17 02:53:21,449 - mmaction - INFO - Epoch [17][1080/1253] lr: 1.623e-01, eta: 4 days, 7:58:45, time: 1.088, data_time: 0.006, memory: 9061, top1_acc: 0.2992, top5_acc: 0.5440, loss_cls: 3.2680, loss: 3.2680, grad_norm: 1.4626 2020-07-17 02:53:43,414 - mmaction - INFO - Epoch [17][1100/1253] lr: 1.624e-01, eta: 4 days, 7:57:36, time: 1.096, data_time: 0.003, memory: 9061, top1_acc: 0.2714, top5_acc: 0.5333, loss_cls: 3.3393, loss: 3.3393, grad_norm: 1.4672 2020-07-17 02:54:05,543 - mmaction - INFO - Epoch [17][1120/1253] lr: 1.626e-01, eta: 4 days, 7:56:32, time: 1.108, data_time: 0.005, memory: 9061, top1_acc: 0.2872, top5_acc: 0.5354, loss_cls: 3.3186, loss: 3.3186, grad_norm: 1.4649 2020-07-17 02:54:27,390 - mmaction - INFO - Epoch [17][1140/1253] lr: 1.627e-01, eta: 4 days, 7:55:22, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.2901, top5_acc: 0.5417, loss_cls: 3.2797, loss: 3.2797, grad_norm: 1.4584 2020-07-17 02:54:49,325 - mmaction - INFO - Epoch [17][1160/1253] lr: 1.628e-01, eta: 4 days, 7:54:14, time: 1.097, data_time: 0.004, memory: 9061, top1_acc: 0.2862, top5_acc: 0.5435, loss_cls: 3.3166, loss: 3.3166, grad_norm: 1.4778 2020-07-17 02:55:11,123 - mmaction - INFO - Epoch [17][1180/1253] lr: 1.630e-01, eta: 4 days, 7:53:05, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.2849, top5_acc: 0.5359, loss_cls: 3.2992, loss: 3.2992, grad_norm: 1.4539 2020-07-17 02:55:32,982 - mmaction - INFO - Epoch [17][1200/1253] lr: 1.631e-01, eta: 4 days, 7:51:56, time: 1.093, data_time: 0.003, memory: 9061, top1_acc: 0.2815, top5_acc: 0.5367, loss_cls: 3.3045, loss: 3.3045, grad_norm: 1.4905 2020-07-17 02:55:56,807 - mmaction - INFO - Epoch [17][1220/1253] lr: 1.632e-01, eta: 4 days, 7:51:12, time: 1.183, data_time: 0.025, memory: 9061, top1_acc: 0.2872, top5_acc: 0.5482, loss_cls: 3.2871, loss: 3.2871, grad_norm: 1.4557 2020-07-17 02:56:21,119 - mmaction - INFO - Epoch [17][1240/1253] lr: 1.633e-01, eta: 4 days, 7:50:41, time: 1.224, data_time: 0.032, memory: 9061, top1_acc: 0.2742, top5_acc: 0.5219, loss_cls: 3.3793, loss: 3.3793, grad_norm: 1.4500 2020-07-17 03:00:17,556 - mmaction - INFO - Epoch [18][20/1253] lr: 1.633e-01, eta: 4 days, 8:30:18, time: 10.671, data_time: 8.987, memory: 9061, top1_acc: 0.2909, top5_acc: 0.5471, loss_cls: 3.2462, loss: 3.2462, grad_norm: 1.4728 2020-07-17 03:00:39,826 - mmaction - INFO - Epoch [18][40/1253] lr: 1.635e-01, eta: 4 days, 8:29:24, time: 1.152, data_time: 0.060, memory: 9061, top1_acc: 0.2836, top5_acc: 0.5352, loss_cls: 3.3295, loss: 3.3295, grad_norm: 1.4613 2020-07-17 03:01:01,902 - mmaction - INFO - Epoch [18][60/1253] lr: 1.636e-01, eta: 4 days, 8:28:16, time: 1.105, data_time: 0.005, memory: 9061, top1_acc: 0.3044, top5_acc: 0.5581, loss_cls: 3.2362, loss: 3.2362, grad_norm: 1.4775 2020-07-17 03:01:24,407 - mmaction - INFO - Epoch [18][80/1253] lr: 1.637e-01, eta: 4 days, 8:27:15, time: 1.126, data_time: 0.004, memory: 9061, top1_acc: 0.3120, top5_acc: 0.5549, loss_cls: 3.1779, loss: 3.1779, grad_norm: 1.4578 2020-07-17 03:01:46,400 - mmaction - INFO - Epoch [18][100/1253] lr: 1.638e-01, eta: 4 days, 8:26:05, time: 1.099, data_time: 0.003, memory: 9061, top1_acc: 0.2938, top5_acc: 0.5451, loss_cls: 3.2712, loss: 3.2712, grad_norm: 1.4916 2020-07-17 03:02:08,380 - mmaction - INFO - Epoch [18][120/1253] lr: 1.640e-01, eta: 4 days, 8:24:56, time: 1.098, data_time: 0.004, memory: 9061, top1_acc: 0.2966, top5_acc: 0.5464, loss_cls: 3.2599, loss: 3.2599, grad_norm: 1.4793 2020-07-17 03:02:30,309 - mmaction - INFO - Epoch [18][140/1253] lr: 1.641e-01, eta: 4 days, 8:23:47, time: 1.098, data_time: 0.005, memory: 9061, top1_acc: 0.2971, top5_acc: 0.5378, loss_cls: 3.2882, loss: 3.2882, grad_norm: 1.4441 2020-07-17 03:02:52,201 - mmaction - INFO - Epoch [18][160/1253] lr: 1.642e-01, eta: 4 days, 8:22:37, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.2953, top5_acc: 0.5396, loss_cls: 3.2855, loss: 3.2855, grad_norm: 1.4953 2020-07-17 03:03:14,056 - mmaction - INFO - Epoch [18][180/1253] lr: 1.643e-01, eta: 4 days, 8:21:26, time: 1.094, data_time: 0.005, memory: 9061, top1_acc: 0.2904, top5_acc: 0.5453, loss_cls: 3.2989, loss: 3.2989, grad_norm: 1.4712 2020-07-17 03:03:36,159 - mmaction - INFO - Epoch [18][200/1253] lr: 1.645e-01, eta: 4 days, 8:20:20, time: 1.107, data_time: 0.004, memory: 9061, top1_acc: 0.3026, top5_acc: 0.5599, loss_cls: 3.2212, loss: 3.2212, grad_norm: 1.4496 2020-07-17 03:03:58,096 - mmaction - INFO - Epoch [18][220/1253] lr: 1.646e-01, eta: 4 days, 8:19:11, time: 1.095, data_time: 0.001, memory: 9061, top1_acc: 0.2828, top5_acc: 0.5310, loss_cls: 3.3413, loss: 3.3413, grad_norm: 1.4846 2020-07-17 03:04:20,098 - mmaction - INFO - Epoch [18][240/1253] lr: 1.647e-01, eta: 4 days, 8:18:02, time: 1.100, data_time: 0.003, memory: 9061, top1_acc: 0.2922, top5_acc: 0.5440, loss_cls: 3.2668, loss: 3.2668, grad_norm: 1.4926 2020-07-17 03:04:42,200 - mmaction - INFO - Epoch [18][260/1253] lr: 1.648e-01, eta: 4 days, 8:16:55, time: 1.104, data_time: 0.003, memory: 9061, top1_acc: 0.2901, top5_acc: 0.5424, loss_cls: 3.2922, loss: 3.2922, grad_norm: 1.4777 2020-07-17 03:05:04,194 - mmaction - INFO - Epoch [18][280/1253] lr: 1.650e-01, eta: 4 days, 8:15:48, time: 1.100, data_time: 0.005, memory: 9061, top1_acc: 0.3005, top5_acc: 0.5503, loss_cls: 3.2437, loss: 3.2437, grad_norm: 1.4487 2020-07-17 03:05:26,536 - mmaction - INFO - Epoch [18][300/1253] lr: 1.651e-01, eta: 4 days, 8:14:45, time: 1.118, data_time: 0.004, memory: 9061, top1_acc: 0.2904, top5_acc: 0.5451, loss_cls: 3.2559, loss: 3.2559, grad_norm: 1.4556 2020-07-17 03:05:48,569 - mmaction - INFO - Epoch [18][320/1253] lr: 1.652e-01, eta: 4 days, 8:13:37, time: 1.102, data_time: 0.004, memory: 9061, top1_acc: 0.2984, top5_acc: 0.5497, loss_cls: 3.2473, loss: 3.2473, grad_norm: 1.4444 2020-07-17 03:06:10,577 - mmaction - INFO - Epoch [18][340/1253] lr: 1.653e-01, eta: 4 days, 8:12:29, time: 1.099, data_time: 0.003, memory: 9061, top1_acc: 0.3052, top5_acc: 0.5521, loss_cls: 3.2492, loss: 3.2492, grad_norm: 1.4596 2020-07-17 03:06:32,515 - mmaction - INFO - Epoch [18][360/1253] lr: 1.655e-01, eta: 4 days, 8:11:21, time: 1.098, data_time: 0.004, memory: 9061, top1_acc: 0.2888, top5_acc: 0.5430, loss_cls: 3.3226, loss: 3.3226, grad_norm: 1.4549 2020-07-17 03:06:54,657 - mmaction - INFO - Epoch [18][380/1253] lr: 1.656e-01, eta: 4 days, 8:10:15, time: 1.107, data_time: 0.013, memory: 9061, top1_acc: 0.2852, top5_acc: 0.5474, loss_cls: 3.2751, loss: 3.2751, grad_norm: 1.4408 2020-07-17 03:07:16,625 - mmaction - INFO - Epoch [18][400/1253] lr: 1.657e-01, eta: 4 days, 8:09:07, time: 1.098, data_time: 0.003, memory: 9061, top1_acc: 0.2953, top5_acc: 0.5391, loss_cls: 3.2831, loss: 3.2831, grad_norm: 1.4482 2020-07-17 03:07:39,820 - mmaction - INFO - Epoch [18][420/1253] lr: 1.658e-01, eta: 4 days, 8:08:16, time: 1.160, data_time: 0.019, memory: 9061, top1_acc: 0.2904, top5_acc: 0.5484, loss_cls: 3.2506, loss: 3.2506, grad_norm: 1.4563 2020-07-17 03:08:03,329 - mmaction - INFO - Epoch [18][440/1253] lr: 1.660e-01, eta: 4 days, 8:07:30, time: 1.176, data_time: 0.023, memory: 9061, top1_acc: 0.3003, top5_acc: 0.5599, loss_cls: 3.2136, loss: 3.2136, grad_norm: 1.4642 2020-07-17 03:08:25,452 - mmaction - INFO - Epoch [18][460/1253] lr: 1.661e-01, eta: 4 days, 8:06:25, time: 1.108, data_time: 0.003, memory: 9061, top1_acc: 0.3008, top5_acc: 0.5438, loss_cls: 3.2725, loss: 3.2725, grad_norm: 1.4952 2020-07-17 03:08:47,347 - mmaction - INFO - Epoch [18][480/1253] lr: 1.662e-01, eta: 4 days, 8:05:16, time: 1.092, data_time: 0.001, memory: 9061, top1_acc: 0.2875, top5_acc: 0.5521, loss_cls: 3.2475, loss: 3.2475, grad_norm: 1.4767 2020-07-17 03:09:09,353 - mmaction - INFO - Epoch [18][500/1253] lr: 1.663e-01, eta: 4 days, 8:04:09, time: 1.102, data_time: 0.004, memory: 9061, top1_acc: 0.2964, top5_acc: 0.5398, loss_cls: 3.2767, loss: 3.2767, grad_norm: 1.4695 2020-07-17 03:09:32,350 - mmaction - INFO - Epoch [18][520/1253] lr: 1.665e-01, eta: 4 days, 8:03:14, time: 1.144, data_time: 0.003, memory: 9061, top1_acc: 0.2992, top5_acc: 0.5521, loss_cls: 3.2333, loss: 3.2333, grad_norm: 1.4608 2020-07-17 03:09:55,870 - mmaction - INFO - Epoch [18][540/1253] lr: 1.666e-01, eta: 4 days, 8:02:29, time: 1.180, data_time: 0.029, memory: 9061, top1_acc: 0.3039, top5_acc: 0.5688, loss_cls: 3.1857, loss: 3.1857, grad_norm: 1.4674 2020-07-17 03:10:20,170 - mmaction - INFO - Epoch [18][560/1253] lr: 1.667e-01, eta: 4 days, 8:01:54, time: 1.215, data_time: 0.012, memory: 9061, top1_acc: 0.2930, top5_acc: 0.5448, loss_cls: 3.2905, loss: 3.2905, grad_norm: 1.4808 2020-07-17 03:10:42,291 - mmaction - INFO - Epoch [18][580/1253] lr: 1.668e-01, eta: 4 days, 8:00:48, time: 1.106, data_time: 0.004, memory: 9061, top1_acc: 0.2938, top5_acc: 0.5578, loss_cls: 3.2365, loss: 3.2365, grad_norm: 1.4282 2020-07-17 03:11:04,148 - mmaction - INFO - Epoch [18][600/1253] lr: 1.670e-01, eta: 4 days, 7:59:40, time: 1.093, data_time: 0.004, memory: 9061, top1_acc: 0.2917, top5_acc: 0.5458, loss_cls: 3.2867, loss: 3.2867, grad_norm: 1.4557 2020-07-17 03:11:26,328 - mmaction - INFO - Epoch [18][620/1253] lr: 1.671e-01, eta: 4 days, 7:58:36, time: 1.109, data_time: 0.003, memory: 9061, top1_acc: 0.3049, top5_acc: 0.5497, loss_cls: 3.2444, loss: 3.2444, grad_norm: 1.4425 2020-07-17 03:11:48,202 - mmaction - INFO - Epoch [18][640/1253] lr: 1.672e-01, eta: 4 days, 7:57:27, time: 1.094, data_time: 0.003, memory: 9061, top1_acc: 0.2992, top5_acc: 0.5529, loss_cls: 3.2333, loss: 3.2333, grad_norm: 1.4630 2020-07-17 03:12:10,232 - mmaction - INFO - Epoch [18][660/1253] lr: 1.673e-01, eta: 4 days, 7:56:21, time: 1.101, data_time: 0.003, memory: 9061, top1_acc: 0.2948, top5_acc: 0.5482, loss_cls: 3.2902, loss: 3.2902, grad_norm: 1.4630 2020-07-17 03:12:32,118 - mmaction - INFO - Epoch [18][680/1253] lr: 1.675e-01, eta: 4 days, 7:55:13, time: 1.095, data_time: 0.004, memory: 9061, top1_acc: 0.2945, top5_acc: 0.5453, loss_cls: 3.2865, loss: 3.2865, grad_norm: 1.4797 2020-07-17 03:12:54,106 - mmaction - INFO - Epoch [18][700/1253] lr: 1.676e-01, eta: 4 days, 7:54:06, time: 1.097, data_time: 0.002, memory: 9061, top1_acc: 0.2893, top5_acc: 0.5591, loss_cls: 3.2684, loss: 3.2684, grad_norm: 1.4422 2020-07-17 03:13:15,886 - mmaction - INFO - Epoch [18][720/1253] lr: 1.677e-01, eta: 4 days, 7:52:57, time: 1.090, data_time: 0.005, memory: 9061, top1_acc: 0.2919, top5_acc: 0.5365, loss_cls: 3.3098, loss: 3.3098, grad_norm: 1.4767 2020-07-17 03:13:37,688 - mmaction - INFO - Epoch [18][740/1253] lr: 1.678e-01, eta: 4 days, 7:51:49, time: 1.092, data_time: 0.004, memory: 9061, top1_acc: 0.2956, top5_acc: 0.5542, loss_cls: 3.2683, loss: 3.2683, grad_norm: 1.4935 2020-07-17 03:13:59,807 - mmaction - INFO - Epoch [18][760/1253] lr: 1.680e-01, eta: 4 days, 7:50:44, time: 1.106, data_time: 0.003, memory: 9061, top1_acc: 0.3003, top5_acc: 0.5604, loss_cls: 3.2506, loss: 3.2506, grad_norm: 1.4398 2020-07-17 03:14:21,742 - mmaction - INFO - Epoch [18][780/1253] lr: 1.681e-01, eta: 4 days, 7:49:37, time: 1.097, data_time: 0.003, memory: 9061, top1_acc: 0.2904, top5_acc: 0.5406, loss_cls: 3.3253, loss: 3.3253, grad_norm: 1.4609 2020-07-17 03:14:43,680 - mmaction - INFO - Epoch [18][800/1253] lr: 1.682e-01, eta: 4 days, 7:48:31, time: 1.098, data_time: 0.003, memory: 9061, top1_acc: 0.2945, top5_acc: 0.5453, loss_cls: 3.2592, loss: 3.2592, grad_norm: 1.4653 2020-07-17 03:15:05,503 - mmaction - INFO - Epoch [18][820/1253] lr: 1.683e-01, eta: 4 days, 7:47:22, time: 1.091, data_time: 0.002, memory: 9061, top1_acc: 0.2849, top5_acc: 0.5448, loss_cls: 3.3121, loss: 3.3121, grad_norm: 1.4513 2020-07-17 03:15:27,529 - mmaction - INFO - Epoch [18][840/1253] lr: 1.685e-01, eta: 4 days, 7:46:17, time: 1.100, data_time: 0.002, memory: 9061, top1_acc: 0.2870, top5_acc: 0.5560, loss_cls: 3.2719, loss: 3.2719, grad_norm: 1.4471 2020-07-17 03:15:49,463 - mmaction - INFO - Epoch [18][860/1253] lr: 1.686e-01, eta: 4 days, 7:45:10, time: 1.098, data_time: 0.004, memory: 9061, top1_acc: 0.3029, top5_acc: 0.5464, loss_cls: 3.2391, loss: 3.2391, grad_norm: 1.4432 2020-07-17 03:16:11,326 - mmaction - INFO - Epoch [18][880/1253] lr: 1.687e-01, eta: 4 days, 7:44:03, time: 1.093, data_time: 0.002, memory: 9061, top1_acc: 0.2987, top5_acc: 0.5458, loss_cls: 3.2319, loss: 3.2319, grad_norm: 1.4503 2020-07-17 03:16:33,164 - mmaction - INFO - Epoch [18][900/1253] lr: 1.688e-01, eta: 4 days, 7:42:55, time: 1.091, data_time: 0.002, memory: 9061, top1_acc: 0.2940, top5_acc: 0.5432, loss_cls: 3.2662, loss: 3.2662, grad_norm: 1.4576 2020-07-17 03:16:55,107 - mmaction - INFO - Epoch [18][920/1253] lr: 1.690e-01, eta: 4 days, 7:41:49, time: 1.097, data_time: 0.003, memory: 9061, top1_acc: 0.2852, top5_acc: 0.5424, loss_cls: 3.2422, loss: 3.2422, grad_norm: 1.4327 2020-07-17 03:17:17,069 - mmaction - INFO - Epoch [18][940/1253] lr: 1.691e-01, eta: 4 days, 7:40:43, time: 1.098, data_time: 0.003, memory: 9061, top1_acc: 0.2831, top5_acc: 0.5411, loss_cls: 3.3006, loss: 3.3006, grad_norm: 1.4718 2020-07-17 03:17:38,939 - mmaction - INFO - Epoch [18][960/1253] lr: 1.692e-01, eta: 4 days, 7:39:35, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.2977, top5_acc: 0.5492, loss_cls: 3.2313, loss: 3.2313, grad_norm: 1.4549 2020-07-17 03:18:00,774 - mmaction - INFO - Epoch [18][980/1253] lr: 1.693e-01, eta: 4 days, 7:38:28, time: 1.093, data_time: 0.004, memory: 9061, top1_acc: 0.2995, top5_acc: 0.5531, loss_cls: 3.2612, loss: 3.2612, grad_norm: 1.4830 2020-07-17 03:18:22,675 - mmaction - INFO - Epoch [18][1000/1253] lr: 1.695e-01, eta: 4 days, 7:37:22, time: 1.095, data_time: 0.003, memory: 9061, top1_acc: 0.2870, top5_acc: 0.5406, loss_cls: 3.2840, loss: 3.2840, grad_norm: 1.4634 2020-07-17 03:18:44,649 - mmaction - INFO - Epoch [18][1020/1253] lr: 1.696e-01, eta: 4 days, 7:36:16, time: 1.099, data_time: 0.003, memory: 9061, top1_acc: 0.2901, top5_acc: 0.5419, loss_cls: 3.2722, loss: 3.2722, grad_norm: 1.4609 2020-07-17 03:19:06,497 - mmaction - INFO - Epoch [18][1040/1253] lr: 1.697e-01, eta: 4 days, 7:35:09, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.2888, top5_acc: 0.5328, loss_cls: 3.2872, loss: 3.2872, grad_norm: 1.4510 2020-07-17 03:19:28,411 - mmaction - INFO - Epoch [18][1060/1253] lr: 1.699e-01, eta: 4 days, 7:34:03, time: 1.095, data_time: 0.003, memory: 9061, top1_acc: 0.3008, top5_acc: 0.5583, loss_cls: 3.2260, loss: 3.2260, grad_norm: 1.4635 2020-07-17 03:19:50,180 - mmaction - INFO - Epoch [18][1080/1253] lr: 1.700e-01, eta: 4 days, 7:32:56, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.2872, top5_acc: 0.5464, loss_cls: 3.2782, loss: 3.2782, grad_norm: 1.4544 2020-07-17 03:20:12,254 - mmaction - INFO - Epoch [18][1100/1253] lr: 1.701e-01, eta: 4 days, 7:31:52, time: 1.103, data_time: 0.002, memory: 9061, top1_acc: 0.2875, top5_acc: 0.5466, loss_cls: 3.2700, loss: 3.2700, grad_norm: 1.4719 2020-07-17 03:20:34,188 - mmaction - INFO - Epoch [18][1120/1253] lr: 1.702e-01, eta: 4 days, 7:30:46, time: 1.096, data_time: 0.002, memory: 9061, top1_acc: 0.2836, top5_acc: 0.5393, loss_cls: 3.3195, loss: 3.3195, grad_norm: 1.4333 2020-07-17 03:20:56,124 - mmaction - INFO - Epoch [18][1140/1253] lr: 1.704e-01, eta: 4 days, 7:29:40, time: 1.097, data_time: 0.004, memory: 9061, top1_acc: 0.2844, top5_acc: 0.5333, loss_cls: 3.3322, loss: 3.3322, grad_norm: 1.4579 2020-07-17 03:21:17,987 - mmaction - INFO - Epoch [18][1160/1253] lr: 1.705e-01, eta: 4 days, 7:28:34, time: 1.095, data_time: 0.004, memory: 9061, top1_acc: 0.2755, top5_acc: 0.5385, loss_cls: 3.3128, loss: 3.3128, grad_norm: 1.4656 2020-07-17 03:21:39,829 - mmaction - INFO - Epoch [18][1180/1253] lr: 1.706e-01, eta: 4 days, 7:27:27, time: 1.090, data_time: 0.002, memory: 9061, top1_acc: 0.3023, top5_acc: 0.5599, loss_cls: 3.2296, loss: 3.2296, grad_norm: 1.4516 2020-07-17 03:22:01,706 - mmaction - INFO - Epoch [18][1200/1253] lr: 1.707e-01, eta: 4 days, 7:26:21, time: 1.094, data_time: 0.004, memory: 9061, top1_acc: 0.2833, top5_acc: 0.5247, loss_cls: 3.3622, loss: 3.3622, grad_norm: 1.4792 2020-07-17 03:22:23,577 - mmaction - INFO - Epoch [18][1220/1253] lr: 1.709e-01, eta: 4 days, 7:25:16, time: 1.096, data_time: 0.004, memory: 9061, top1_acc: 0.2953, top5_acc: 0.5469, loss_cls: 3.2704, loss: 3.2704, grad_norm: 1.4535 2020-07-17 03:22:45,397 - mmaction - INFO - Epoch [18][1240/1253] lr: 1.710e-01, eta: 4 days, 7:24:09, time: 1.089, data_time: 0.002, memory: 9061, top1_acc: 0.2938, top5_acc: 0.5464, loss_cls: 3.2527, loss: 3.2527, grad_norm: 1.4643 2020-07-17 03:26:43,274 - mmaction - INFO - Epoch [19][20/1253] lr: 1.710e-01, eta: 4 days, 8:00:23, time: 10.443, data_time: 9.216, memory: 9061, top1_acc: 0.2997, top5_acc: 0.5477, loss_cls: 3.2424, loss: 3.2424, grad_norm: 1.4601 2020-07-17 03:27:05,109 - mmaction - INFO - Epoch [19][40/1253] lr: 1.711e-01, eta: 4 days, 7:59:14, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.2979, top5_acc: 0.5464, loss_cls: 3.2358, loss: 3.2358, grad_norm: 1.4586 2020-07-17 03:27:27,157 - mmaction - INFO - Epoch [19][60/1253] lr: 1.712e-01, eta: 4 days, 7:58:08, time: 1.100, data_time: 0.003, memory: 9061, top1_acc: 0.3102, top5_acc: 0.5672, loss_cls: 3.1927, loss: 3.1927, grad_norm: 1.4775 2020-07-17 03:27:48,998 - mmaction - INFO - Epoch [19][80/1253] lr: 1.713e-01, eta: 4 days, 7:57:00, time: 1.093, data_time: 0.005, memory: 9061, top1_acc: 0.2956, top5_acc: 0.5510, loss_cls: 3.2319, loss: 3.2319, grad_norm: 1.4557 2020-07-17 03:28:10,775 - mmaction - INFO - Epoch [19][100/1253] lr: 1.715e-01, eta: 4 days, 7:55:51, time: 1.091, data_time: 0.004, memory: 9061, top1_acc: 0.3044, top5_acc: 0.5479, loss_cls: 3.2502, loss: 3.2502, grad_norm: 1.5008 2020-07-17 03:28:32,716 - mmaction - INFO - Epoch [19][120/1253] lr: 1.716e-01, eta: 4 days, 7:54:45, time: 1.097, data_time: 0.002, memory: 9061, top1_acc: 0.2841, top5_acc: 0.5354, loss_cls: 3.3003, loss: 3.3003, grad_norm: 1.4267 2020-07-17 03:28:54,625 - mmaction - INFO - Epoch [19][140/1253] lr: 1.717e-01, eta: 4 days, 7:53:37, time: 1.093, data_time: 0.002, memory: 9061, top1_acc: 0.3164, top5_acc: 0.5729, loss_cls: 3.1596, loss: 3.1596, grad_norm: 1.4442 2020-07-17 03:29:16,366 - mmaction - INFO - Epoch [19][160/1253] lr: 1.718e-01, eta: 4 days, 7:52:28, time: 1.088, data_time: 0.004, memory: 9061, top1_acc: 0.3169, top5_acc: 0.5539, loss_cls: 3.2170, loss: 3.2170, grad_norm: 1.4654 2020-07-17 03:29:38,334 - mmaction - INFO - Epoch [19][180/1253] lr: 1.720e-01, eta: 4 days, 7:51:22, time: 1.098, data_time: 0.003, memory: 9061, top1_acc: 0.3115, top5_acc: 0.5646, loss_cls: 3.1977, loss: 3.1977, grad_norm: 1.4503 2020-07-17 03:30:00,395 - mmaction - INFO - Epoch [19][200/1253] lr: 1.721e-01, eta: 4 days, 7:50:18, time: 1.104, data_time: 0.003, memory: 9061, top1_acc: 0.2922, top5_acc: 0.5492, loss_cls: 3.3022, loss: 3.3022, grad_norm: 1.4839 2020-07-17 03:30:23,104 - mmaction - INFO - Epoch [19][220/1253] lr: 1.722e-01, eta: 4 days, 7:49:21, time: 1.135, data_time: 0.003, memory: 9061, top1_acc: 0.3060, top5_acc: 0.5497, loss_cls: 3.2363, loss: 3.2363, grad_norm: 1.4623 2020-07-17 03:30:44,841 - mmaction - INFO - Epoch [19][240/1253] lr: 1.723e-01, eta: 4 days, 7:48:12, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.2924, top5_acc: 0.5424, loss_cls: 3.2938, loss: 3.2938, grad_norm: 1.5082 2020-07-17 03:31:06,866 - mmaction - INFO - Epoch [19][260/1253] lr: 1.725e-01, eta: 4 days, 7:47:08, time: 1.101, data_time: 0.003, memory: 9061, top1_acc: 0.2870, top5_acc: 0.5443, loss_cls: 3.2930, loss: 3.2930, grad_norm: 1.4964 2020-07-17 03:31:28,661 - mmaction - INFO - Epoch [19][280/1253] lr: 1.726e-01, eta: 4 days, 7:46:00, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.2930, top5_acc: 0.5438, loss_cls: 3.2532, loss: 3.2532, grad_norm: 1.4762 2020-07-17 03:31:50,461 - mmaction - INFO - Epoch [19][300/1253] lr: 1.727e-01, eta: 4 days, 7:44:52, time: 1.090, data_time: 0.002, memory: 9061, top1_acc: 0.2880, top5_acc: 0.5477, loss_cls: 3.2543, loss: 3.2543, grad_norm: 1.4715 2020-07-17 03:32:12,391 - mmaction - INFO - Epoch [19][320/1253] lr: 1.728e-01, eta: 4 days, 7:43:46, time: 1.095, data_time: 0.002, memory: 9061, top1_acc: 0.2940, top5_acc: 0.5438, loss_cls: 3.2742, loss: 3.2742, grad_norm: 1.4455 2020-07-17 03:32:34,339 - mmaction - INFO - Epoch [19][340/1253] lr: 1.730e-01, eta: 4 days, 7:42:40, time: 1.097, data_time: 0.003, memory: 9061, top1_acc: 0.2948, top5_acc: 0.5453, loss_cls: 3.2606, loss: 3.2606, grad_norm: 1.4767 2020-07-17 03:32:56,169 - mmaction - INFO - Epoch [19][360/1253] lr: 1.731e-01, eta: 4 days, 7:41:33, time: 1.092, data_time: 0.004, memory: 9061, top1_acc: 0.2945, top5_acc: 0.5466, loss_cls: 3.2573, loss: 3.2573, grad_norm: 1.4463 2020-07-17 03:33:17,959 - mmaction - INFO - Epoch [19][380/1253] lr: 1.732e-01, eta: 4 days, 7:40:26, time: 1.092, data_time: 0.004, memory: 9061, top1_acc: 0.2990, top5_acc: 0.5490, loss_cls: 3.2204, loss: 3.2204, grad_norm: 1.4583 2020-07-17 03:33:39,816 - mmaction - INFO - Epoch [19][400/1253] lr: 1.733e-01, eta: 4 days, 7:39:19, time: 1.091, data_time: 0.001, memory: 9061, top1_acc: 0.3078, top5_acc: 0.5651, loss_cls: 3.1777, loss: 3.1777, grad_norm: 1.4584 2020-07-17 03:34:01,687 - mmaction - INFO - Epoch [19][420/1253] lr: 1.735e-01, eta: 4 days, 7:38:12, time: 1.094, data_time: 0.003, memory: 9061, top1_acc: 0.2982, top5_acc: 0.5531, loss_cls: 3.2488, loss: 3.2488, grad_norm: 1.4726 2020-07-17 03:34:23,485 - mmaction - INFO - Epoch [19][440/1253] lr: 1.736e-01, eta: 4 days, 7:37:05, time: 1.091, data_time: 0.002, memory: 9061, top1_acc: 0.3112, top5_acc: 0.5607, loss_cls: 3.2210, loss: 3.2210, grad_norm: 1.4430 2020-07-17 03:34:45,241 - mmaction - INFO - Epoch [19][460/1253] lr: 1.737e-01, eta: 4 days, 7:35:57, time: 1.085, data_time: 0.001, memory: 9061, top1_acc: 0.2961, top5_acc: 0.5424, loss_cls: 3.2581, loss: 3.2581, grad_norm: 1.4606 2020-07-17 03:35:06,985 - mmaction - INFO - Epoch [19][480/1253] lr: 1.738e-01, eta: 4 days, 7:34:49, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.2943, top5_acc: 0.5393, loss_cls: 3.2651, loss: 3.2651, grad_norm: 1.4687 2020-07-17 03:35:28,880 - mmaction - INFO - Epoch [19][500/1253] lr: 1.740e-01, eta: 4 days, 7:33:44, time: 1.094, data_time: 0.003, memory: 9061, top1_acc: 0.2922, top5_acc: 0.5521, loss_cls: 3.2590, loss: 3.2590, grad_norm: 1.4301 2020-07-17 03:35:50,850 - mmaction - INFO - Epoch [19][520/1253] lr: 1.741e-01, eta: 4 days, 7:32:39, time: 1.100, data_time: 0.003, memory: 9061, top1_acc: 0.3076, top5_acc: 0.5505, loss_cls: 3.2454, loss: 3.2454, grad_norm: 1.4314 2020-07-17 03:36:12,846 - mmaction - INFO - Epoch [19][540/1253] lr: 1.742e-01, eta: 4 days, 7:31:34, time: 1.097, data_time: 0.001, memory: 9061, top1_acc: 0.2911, top5_acc: 0.5664, loss_cls: 3.1974, loss: 3.1974, grad_norm: 1.4723 2020-07-17 03:36:34,734 - mmaction - INFO - Epoch [19][560/1253] lr: 1.743e-01, eta: 4 days, 7:30:29, time: 1.095, data_time: 0.006, memory: 9061, top1_acc: 0.3034, top5_acc: 0.5510, loss_cls: 3.1997, loss: 3.1997, grad_norm: 1.4191 2020-07-17 03:36:56,511 - mmaction - INFO - Epoch [19][580/1253] lr: 1.745e-01, eta: 4 days, 7:29:22, time: 1.089, data_time: 0.004, memory: 9061, top1_acc: 0.3078, top5_acc: 0.5578, loss_cls: 3.2070, loss: 3.2070, grad_norm: 1.4523 2020-07-17 03:37:18,401 - mmaction - INFO - Epoch [19][600/1253] lr: 1.746e-01, eta: 4 days, 7:28:16, time: 1.094, data_time: 0.004, memory: 9061, top1_acc: 0.3000, top5_acc: 0.5510, loss_cls: 3.2469, loss: 3.2469, grad_norm: 1.4651 2020-07-17 03:37:40,356 - mmaction - INFO - Epoch [19][620/1253] lr: 1.747e-01, eta: 4 days, 7:27:12, time: 1.099, data_time: 0.005, memory: 9061, top1_acc: 0.2984, top5_acc: 0.5435, loss_cls: 3.2457, loss: 3.2457, grad_norm: 1.4706 2020-07-17 03:38:02,242 - mmaction - INFO - Epoch [19][640/1253] lr: 1.748e-01, eta: 4 days, 7:26:07, time: 1.095, data_time: 0.003, memory: 9061, top1_acc: 0.3005, top5_acc: 0.5497, loss_cls: 3.2144, loss: 3.2144, grad_norm: 1.4532 2020-07-17 03:38:24,034 - mmaction - INFO - Epoch [19][660/1253] lr: 1.750e-01, eta: 4 days, 7:25:00, time: 1.087, data_time: 0.002, memory: 9061, top1_acc: 0.2997, top5_acc: 0.5529, loss_cls: 3.2625, loss: 3.2625, grad_norm: 1.4720 2020-07-17 03:38:45,881 - mmaction - INFO - Epoch [19][680/1253] lr: 1.751e-01, eta: 4 days, 7:23:54, time: 1.093, data_time: 0.004, memory: 9061, top1_acc: 0.2971, top5_acc: 0.5510, loss_cls: 3.2256, loss: 3.2256, grad_norm: 1.4592 2020-07-17 03:39:07,629 - mmaction - INFO - Epoch [19][700/1253] lr: 1.752e-01, eta: 4 days, 7:22:47, time: 1.088, data_time: 0.004, memory: 9061, top1_acc: 0.2995, top5_acc: 0.5500, loss_cls: 3.2571, loss: 3.2571, grad_norm: 1.4279 2020-07-17 03:39:29,630 - mmaction - INFO - Epoch [19][720/1253] lr: 1.753e-01, eta: 4 days, 7:21:44, time: 1.100, data_time: 0.003, memory: 9061, top1_acc: 0.3086, top5_acc: 0.5664, loss_cls: 3.2014, loss: 3.2014, grad_norm: 1.4465 2020-07-17 03:39:51,272 - mmaction - INFO - Epoch [19][740/1253] lr: 1.755e-01, eta: 4 days, 7:20:36, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.2966, top5_acc: 0.5461, loss_cls: 3.2796, loss: 3.2796, grad_norm: 1.4462 2020-07-17 03:40:13,148 - mmaction - INFO - Epoch [19][760/1253] lr: 1.756e-01, eta: 4 days, 7:19:31, time: 1.092, data_time: 0.001, memory: 9061, top1_acc: 0.2951, top5_acc: 0.5484, loss_cls: 3.2518, loss: 3.2518, grad_norm: 1.4602 2020-07-17 03:40:35,056 - mmaction - INFO - Epoch [19][780/1253] lr: 1.757e-01, eta: 4 days, 7:18:26, time: 1.094, data_time: 0.003, memory: 9061, top1_acc: 0.2818, top5_acc: 0.5273, loss_cls: 3.3556, loss: 3.3556, grad_norm: 1.4991 2020-07-17 03:40:56,968 - mmaction - INFO - Epoch [19][800/1253] lr: 1.758e-01, eta: 4 days, 7:17:22, time: 1.099, data_time: 0.005, memory: 9061, top1_acc: 0.2938, top5_acc: 0.5586, loss_cls: 3.2171, loss: 3.2171, grad_norm: 1.4366 2020-07-17 03:41:18,772 - mmaction - INFO - Epoch [19][820/1253] lr: 1.760e-01, eta: 4 days, 7:16:16, time: 1.088, data_time: 0.001, memory: 9061, top1_acc: 0.3081, top5_acc: 0.5542, loss_cls: 3.2280, loss: 3.2280, grad_norm: 1.3982 2020-07-17 03:41:40,712 - mmaction - INFO - Epoch [19][840/1253] lr: 1.761e-01, eta: 4 days, 7:15:12, time: 1.097, data_time: 0.003, memory: 9061, top1_acc: 0.2971, top5_acc: 0.5500, loss_cls: 3.2582, loss: 3.2582, grad_norm: 1.4509 2020-07-17 03:42:02,685 - mmaction - INFO - Epoch [19][860/1253] lr: 1.762e-01, eta: 4 days, 7:14:09, time: 1.099, data_time: 0.003, memory: 9061, top1_acc: 0.2917, top5_acc: 0.5453, loss_cls: 3.2642, loss: 3.2642, grad_norm: 1.4423 2020-07-17 03:42:24,701 - mmaction - INFO - Epoch [19][880/1253] lr: 1.763e-01, eta: 4 days, 7:13:06, time: 1.100, data_time: 0.002, memory: 9061, top1_acc: 0.2958, top5_acc: 0.5594, loss_cls: 3.2184, loss: 3.2184, grad_norm: 1.4415 2020-07-17 03:42:46,639 - mmaction - INFO - Epoch [19][900/1253] lr: 1.765e-01, eta: 4 days, 7:12:02, time: 1.098, data_time: 0.003, memory: 9061, top1_acc: 0.2969, top5_acc: 0.5570, loss_cls: 3.2131, loss: 3.2131, grad_norm: 1.4606 2020-07-17 03:43:08,410 - mmaction - INFO - Epoch [19][920/1253] lr: 1.766e-01, eta: 4 days, 7:10:56, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3143, top5_acc: 0.5656, loss_cls: 3.1684, loss: 3.1684, grad_norm: 1.4629 2020-07-17 03:43:30,332 - mmaction - INFO - Epoch [19][940/1253] lr: 1.767e-01, eta: 4 days, 7:09:52, time: 1.096, data_time: 0.002, memory: 9061, top1_acc: 0.2951, top5_acc: 0.5643, loss_cls: 3.1867, loss: 3.1867, grad_norm: 1.4578 2020-07-17 03:43:52,312 - mmaction - INFO - Epoch [19][960/1253] lr: 1.768e-01, eta: 4 days, 7:08:49, time: 1.097, data_time: 0.003, memory: 9061, top1_acc: 0.2938, top5_acc: 0.5484, loss_cls: 3.2997, loss: 3.2997, grad_norm: 1.4471 2020-07-17 03:44:14,363 - mmaction - INFO - Epoch [19][980/1253] lr: 1.770e-01, eta: 4 days, 7:07:47, time: 1.104, data_time: 0.005, memory: 9061, top1_acc: 0.2865, top5_acc: 0.5497, loss_cls: 3.2674, loss: 3.2674, grad_norm: 1.4524 2020-07-17 03:44:36,189 - mmaction - INFO - Epoch [19][1000/1253] lr: 1.771e-01, eta: 4 days, 7:06:43, time: 1.092, data_time: 0.004, memory: 9061, top1_acc: 0.3107, top5_acc: 0.5536, loss_cls: 3.2347, loss: 3.2347, grad_norm: 1.4219 2020-07-17 03:44:58,055 - mmaction - INFO - Epoch [19][1020/1253] lr: 1.772e-01, eta: 4 days, 7:05:39, time: 1.095, data_time: 0.003, memory: 9061, top1_acc: 0.3042, top5_acc: 0.5469, loss_cls: 3.2676, loss: 3.2676, grad_norm: 1.4400 2020-07-17 03:45:20,098 - mmaction - INFO - Epoch [19][1040/1253] lr: 1.773e-01, eta: 4 days, 7:04:37, time: 1.102, data_time: 0.002, memory: 9061, top1_acc: 0.3057, top5_acc: 0.5513, loss_cls: 3.2536, loss: 3.2536, grad_norm: 1.4532 2020-07-17 03:45:42,043 - mmaction - INFO - Epoch [19][1060/1253] lr: 1.775e-01, eta: 4 days, 7:03:33, time: 1.096, data_time: 0.002, memory: 9061, top1_acc: 0.2979, top5_acc: 0.5518, loss_cls: 3.2262, loss: 3.2262, grad_norm: 1.4377 2020-07-17 03:46:04,016 - mmaction - INFO - Epoch [19][1080/1253] lr: 1.776e-01, eta: 4 days, 7:02:31, time: 1.099, data_time: 0.003, memory: 9061, top1_acc: 0.3031, top5_acc: 0.5443, loss_cls: 3.2520, loss: 3.2520, grad_norm: 1.4398 2020-07-17 03:46:25,881 - mmaction - INFO - Epoch [19][1100/1253] lr: 1.777e-01, eta: 4 days, 7:01:27, time: 1.094, data_time: 0.003, memory: 9061, top1_acc: 0.2872, top5_acc: 0.5492, loss_cls: 3.2979, loss: 3.2979, grad_norm: 1.4384 2020-07-17 03:46:47,792 - mmaction - INFO - Epoch [19][1120/1253] lr: 1.778e-01, eta: 4 days, 7:00:23, time: 1.095, data_time: 0.003, memory: 9061, top1_acc: 0.3013, top5_acc: 0.5615, loss_cls: 3.1824, loss: 3.1824, grad_norm: 1.4594 2020-07-17 03:47:09,867 - mmaction - INFO - Epoch [19][1140/1253] lr: 1.780e-01, eta: 4 days, 6:59:22, time: 1.103, data_time: 0.003, memory: 9061, top1_acc: 0.3021, top5_acc: 0.5477, loss_cls: 3.2247, loss: 3.2247, grad_norm: 1.4284 2020-07-17 03:47:31,606 - mmaction - INFO - Epoch [19][1160/1253] lr: 1.781e-01, eta: 4 days, 6:58:17, time: 1.087, data_time: 0.004, memory: 9061, top1_acc: 0.2805, top5_acc: 0.5404, loss_cls: 3.3259, loss: 3.3259, grad_norm: 1.4563 2020-07-17 03:47:53,437 - mmaction - INFO - Epoch [19][1180/1253] lr: 1.782e-01, eta: 4 days, 6:57:13, time: 1.093, data_time: 0.004, memory: 9061, top1_acc: 0.3000, top5_acc: 0.5492, loss_cls: 3.2485, loss: 3.2485, grad_norm: 1.4398 2020-07-17 03:48:15,284 - mmaction - INFO - Epoch [19][1200/1253] lr: 1.783e-01, eta: 4 days, 6:56:09, time: 1.093, data_time: 0.007, memory: 9061, top1_acc: 0.2893, top5_acc: 0.5482, loss_cls: 3.2647, loss: 3.2647, grad_norm: 1.4366 2020-07-17 03:48:37,063 - mmaction - INFO - Epoch [19][1220/1253] lr: 1.785e-01, eta: 4 days, 6:55:05, time: 1.089, data_time: 0.001, memory: 9061, top1_acc: 0.3109, top5_acc: 0.5487, loss_cls: 3.2368, loss: 3.2368, grad_norm: 1.4336 2020-07-17 03:48:58,974 - mmaction - INFO - Epoch [19][1240/1253] lr: 1.786e-01, eta: 4 days, 6:54:02, time: 1.094, data_time: 0.001, memory: 9061, top1_acc: 0.2971, top5_acc: 0.5482, loss_cls: 3.2573, loss: 3.2573, grad_norm: 1.4354 2020-07-17 03:52:55,641 - mmaction - INFO - Epoch [20][20/1253] lr: 1.786e-01, eta: 4 days, 7:29:24, time: 10.739, data_time: 9.193, memory: 9061, top1_acc: 0.2805, top5_acc: 0.5404, loss_cls: 3.2642, loss: 3.2642, grad_norm: 1.4300 2020-07-17 03:53:17,486 - mmaction - INFO - Epoch [20][40/1253] lr: 1.787e-01, eta: 4 days, 7:28:18, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.3021, top5_acc: 0.5565, loss_cls: 3.2016, loss: 3.2016, grad_norm: 1.4387 2020-07-17 03:53:39,256 - mmaction - INFO - Epoch [20][60/1253] lr: 1.788e-01, eta: 4 days, 7:27:12, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3078, top5_acc: 0.5635, loss_cls: 3.1907, loss: 3.1907, grad_norm: 1.4449 2020-07-17 03:54:01,144 - mmaction - INFO - Epoch [20][80/1253] lr: 1.789e-01, eta: 4 days, 7:26:07, time: 1.094, data_time: 0.004, memory: 9061, top1_acc: 0.2997, top5_acc: 0.5458, loss_cls: 3.2543, loss: 3.2543, grad_norm: 1.4614 2020-07-17 03:54:23,056 - mmaction - INFO - Epoch [20][100/1253] lr: 1.791e-01, eta: 4 days, 7:25:03, time: 1.098, data_time: 0.004, memory: 9061, top1_acc: 0.2896, top5_acc: 0.5443, loss_cls: 3.2629, loss: 3.2629, grad_norm: 1.4546 2020-07-17 03:54:45,031 - mmaction - INFO - Epoch [20][120/1253] lr: 1.792e-01, eta: 4 days, 7:23:59, time: 1.097, data_time: 0.002, memory: 9061, top1_acc: 0.3047, top5_acc: 0.5526, loss_cls: 3.2186, loss: 3.2186, grad_norm: 1.4561 2020-07-17 03:55:06,939 - mmaction - INFO - Epoch [20][140/1253] lr: 1.793e-01, eta: 4 days, 7:22:54, time: 1.095, data_time: 0.008, memory: 9061, top1_acc: 0.3036, top5_acc: 0.5638, loss_cls: 3.1962, loss: 3.1962, grad_norm: 1.4405 2020-07-17 03:55:28,975 - mmaction - INFO - Epoch [20][160/1253] lr: 1.794e-01, eta: 4 days, 7:21:52, time: 1.104, data_time: 0.004, memory: 9061, top1_acc: 0.3047, top5_acc: 0.5607, loss_cls: 3.1900, loss: 3.1900, grad_norm: 1.4442 2020-07-17 03:55:50,782 - mmaction - INFO - Epoch [20][180/1253] lr: 1.796e-01, eta: 4 days, 7:20:46, time: 1.089, data_time: 0.002, memory: 9061, top1_acc: 0.2987, top5_acc: 0.5690, loss_cls: 3.1764, loss: 3.1764, grad_norm: 1.5037 2020-07-17 03:56:12,641 - mmaction - INFO - Epoch [20][200/1253] lr: 1.797e-01, eta: 4 days, 7:19:42, time: 1.093, data_time: 0.003, memory: 9061, top1_acc: 0.3065, top5_acc: 0.5487, loss_cls: 3.2432, loss: 3.2432, grad_norm: 1.4899 2020-07-17 03:56:34,394 - mmaction - INFO - Epoch [20][220/1253] lr: 1.798e-01, eta: 4 days, 7:18:36, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.2883, top5_acc: 0.5378, loss_cls: 3.2843, loss: 3.2843, grad_norm: 1.4570 2020-07-17 03:56:56,371 - mmaction - INFO - Epoch [20][240/1253] lr: 1.799e-01, eta: 4 days, 7:17:32, time: 1.097, data_time: 0.003, memory: 9061, top1_acc: 0.2990, top5_acc: 0.5604, loss_cls: 3.1922, loss: 3.1922, grad_norm: 1.4249 2020-07-17 03:57:18,170 - mmaction - INFO - Epoch [20][260/1253] lr: 1.801e-01, eta: 4 days, 7:16:28, time: 1.093, data_time: 0.004, memory: 9061, top1_acc: 0.2870, top5_acc: 0.5396, loss_cls: 3.2921, loss: 3.2921, grad_norm: 1.4610 2020-07-17 03:57:39,984 - mmaction - INFO - Epoch [20][280/1253] lr: 1.802e-01, eta: 4 days, 7:15:22, time: 1.088, data_time: 0.001, memory: 9061, top1_acc: 0.3081, top5_acc: 0.5570, loss_cls: 3.2144, loss: 3.2144, grad_norm: 1.4316 2020-07-17 03:58:01,798 - mmaction - INFO - Epoch [20][300/1253] lr: 1.803e-01, eta: 4 days, 7:14:17, time: 1.091, data_time: 0.007, memory: 9061, top1_acc: 0.3057, top5_acc: 0.5581, loss_cls: 3.2023, loss: 3.2023, grad_norm: 1.4413 2020-07-17 03:58:23,621 - mmaction - INFO - Epoch [20][320/1253] lr: 1.804e-01, eta: 4 days, 7:13:12, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.3099, top5_acc: 0.5703, loss_cls: 3.1308, loss: 3.1308, grad_norm: 1.4535 2020-07-17 03:58:45,439 - mmaction - INFO - Epoch [20][340/1253] lr: 1.806e-01, eta: 4 days, 7:12:08, time: 1.091, data_time: 0.002, memory: 9061, top1_acc: 0.3081, top5_acc: 0.5583, loss_cls: 3.2163, loss: 3.2163, grad_norm: 1.4582 2020-07-17 03:59:07,283 - mmaction - INFO - Epoch [20][360/1253] lr: 1.807e-01, eta: 4 days, 7:11:03, time: 1.092, data_time: 0.002, memory: 9061, top1_acc: 0.2992, top5_acc: 0.5648, loss_cls: 3.1981, loss: 3.1981, grad_norm: 1.4749 2020-07-17 03:59:29,113 - mmaction - INFO - Epoch [20][380/1253] lr: 1.808e-01, eta: 4 days, 7:09:59, time: 1.091, data_time: 0.002, memory: 9061, top1_acc: 0.3188, top5_acc: 0.5727, loss_cls: 3.1507, loss: 3.1507, grad_norm: 1.4299 2020-07-17 03:59:50,903 - mmaction - INFO - Epoch [20][400/1253] lr: 1.809e-01, eta: 4 days, 7:08:54, time: 1.089, data_time: 0.002, memory: 9061, top1_acc: 0.3000, top5_acc: 0.5484, loss_cls: 3.2426, loss: 3.2426, grad_norm: 1.4798 2020-07-17 04:00:26,445 - mmaction - INFO - Epoch [20][420/1253] lr: 1.811e-01, eta: 4 days, 7:10:14, time: 1.684, data_time: 0.003, memory: 9061, top1_acc: 0.3081, top5_acc: 0.5484, loss_cls: 3.2302, loss: 3.2302, grad_norm: 1.4596 2020-07-17 04:00:48,472 - mmaction - INFO - Epoch [20][440/1253] lr: 1.812e-01, eta: 4 days, 7:09:35, time: 1.193, data_time: 0.100, memory: 9061, top1_acc: 0.3018, top5_acc: 0.5701, loss_cls: 3.1775, loss: 3.1775, grad_norm: 1.4491 2020-07-17 04:01:10,445 - mmaction - INFO - Epoch [20][460/1253] lr: 1.813e-01, eta: 4 days, 7:08:32, time: 1.099, data_time: 0.004, memory: 9061, top1_acc: 0.2930, top5_acc: 0.5404, loss_cls: 3.2661, loss: 3.2661, grad_norm: 1.4683 2020-07-17 04:01:32,505 - mmaction - INFO - Epoch [20][480/1253] lr: 1.814e-01, eta: 4 days, 7:07:31, time: 1.106, data_time: 0.003, memory: 9061, top1_acc: 0.3065, top5_acc: 0.5552, loss_cls: 3.2206, loss: 3.2206, grad_norm: 1.4461 2020-07-17 04:01:54,380 - mmaction - INFO - Epoch [20][500/1253] lr: 1.816e-01, eta: 4 days, 7:06:27, time: 1.090, data_time: 0.001, memory: 9061, top1_acc: 0.3010, top5_acc: 0.5591, loss_cls: 3.2235, loss: 3.2235, grad_norm: 1.4145 2020-07-17 04:02:16,423 - mmaction - INFO - Epoch [20][520/1253] lr: 1.817e-01, eta: 4 days, 7:05:25, time: 1.103, data_time: 0.004, memory: 9061, top1_acc: 0.3219, top5_acc: 0.5555, loss_cls: 3.2037, loss: 3.2037, grad_norm: 1.4869 2020-07-17 04:02:38,400 - mmaction - INFO - Epoch [20][540/1253] lr: 1.818e-01, eta: 4 days, 7:04:23, time: 1.098, data_time: 0.003, memory: 9061, top1_acc: 0.3049, top5_acc: 0.5466, loss_cls: 3.2235, loss: 3.2235, grad_norm: 1.4758 2020-07-17 04:03:00,182 - mmaction - INFO - Epoch [20][560/1253] lr: 1.819e-01, eta: 4 days, 7:03:19, time: 1.090, data_time: 0.004, memory: 9061, top1_acc: 0.3190, top5_acc: 0.5576, loss_cls: 3.1448, loss: 3.1448, grad_norm: 1.4658 2020-07-17 04:03:22,131 - mmaction - INFO - Epoch [20][580/1253] lr: 1.821e-01, eta: 4 days, 7:02:16, time: 1.099, data_time: 0.003, memory: 9061, top1_acc: 0.2904, top5_acc: 0.5445, loss_cls: 3.2818, loss: 3.2818, grad_norm: 1.4435 2020-07-17 04:03:43,898 - mmaction - INFO - Epoch [20][600/1253] lr: 1.822e-01, eta: 4 days, 7:01:11, time: 1.087, data_time: 0.002, memory: 9061, top1_acc: 0.2922, top5_acc: 0.5422, loss_cls: 3.2802, loss: 3.2802, grad_norm: 1.4358 2020-07-17 04:04:05,780 - mmaction - INFO - Epoch [20][620/1253] lr: 1.823e-01, eta: 4 days, 7:00:08, time: 1.094, data_time: 0.003, memory: 9061, top1_acc: 0.3052, top5_acc: 0.5526, loss_cls: 3.2157, loss: 3.2157, grad_norm: 1.4527 2020-07-17 04:04:27,625 - mmaction - INFO - Epoch [20][640/1253] lr: 1.824e-01, eta: 4 days, 6:59:05, time: 1.093, data_time: 0.003, memory: 9061, top1_acc: 0.3005, top5_acc: 0.5576, loss_cls: 3.2182, loss: 3.2182, grad_norm: 1.4257 2020-07-17 04:04:49,514 - mmaction - INFO - Epoch [20][660/1253] lr: 1.826e-01, eta: 4 days, 6:58:02, time: 1.096, data_time: 0.003, memory: 9061, top1_acc: 0.2966, top5_acc: 0.5654, loss_cls: 3.1894, loss: 3.1894, grad_norm: 1.4604 2020-07-17 04:05:11,274 - mmaction - INFO - Epoch [20][680/1253] lr: 1.827e-01, eta: 4 days, 6:56:57, time: 1.088, data_time: 0.001, memory: 9061, top1_acc: 0.2940, top5_acc: 0.5378, loss_cls: 3.2658, loss: 3.2658, grad_norm: 1.4284 2020-07-17 04:05:33,144 - mmaction - INFO - Epoch [20][700/1253] lr: 1.828e-01, eta: 4 days, 6:55:54, time: 1.093, data_time: 0.002, memory: 9061, top1_acc: 0.3008, top5_acc: 0.5635, loss_cls: 3.1630, loss: 3.1630, grad_norm: 1.4365 2020-07-17 04:05:55,162 - mmaction - INFO - Epoch [20][720/1253] lr: 1.829e-01, eta: 4 days, 6:54:53, time: 1.099, data_time: 0.002, memory: 9061, top1_acc: 0.2943, top5_acc: 0.5518, loss_cls: 3.2288, loss: 3.2288, grad_norm: 1.4359 2020-07-17 04:06:17,160 - mmaction - INFO - Epoch [20][740/1253] lr: 1.831e-01, eta: 4 days, 6:53:51, time: 1.100, data_time: 0.004, memory: 9061, top1_acc: 0.3016, top5_acc: 0.5406, loss_cls: 3.2621, loss: 3.2621, grad_norm: 1.4497 2020-07-17 04:06:39,041 - mmaction - INFO - Epoch [20][760/1253] lr: 1.832e-01, eta: 4 days, 6:52:49, time: 1.095, data_time: 0.004, memory: 9061, top1_acc: 0.2974, top5_acc: 0.5417, loss_cls: 3.2417, loss: 3.2417, grad_norm: 1.4432 2020-07-17 04:07:01,053 - mmaction - INFO - Epoch [20][780/1253] lr: 1.833e-01, eta: 4 days, 6:51:47, time: 1.099, data_time: 0.002, memory: 9061, top1_acc: 0.3021, top5_acc: 0.5727, loss_cls: 3.1462, loss: 3.1462, grad_norm: 1.4350 2020-07-17 04:07:23,022 - mmaction - INFO - Epoch [20][800/1253] lr: 1.834e-01, eta: 4 days, 6:50:46, time: 1.099, data_time: 0.004, memory: 9061, top1_acc: 0.3174, top5_acc: 0.5659, loss_cls: 3.1775, loss: 3.1775, grad_norm: 1.4214 2020-07-17 04:07:45,146 - mmaction - INFO - Epoch [20][820/1253] lr: 1.836e-01, eta: 4 days, 6:49:46, time: 1.106, data_time: 0.004, memory: 9061, top1_acc: 0.3016, top5_acc: 0.5583, loss_cls: 3.2212, loss: 3.2212, grad_norm: 1.4340 2020-07-17 04:08:07,206 - mmaction - INFO - Epoch [20][840/1253] lr: 1.837e-01, eta: 4 days, 6:48:47, time: 1.105, data_time: 0.003, memory: 9061, top1_acc: 0.3023, top5_acc: 0.5604, loss_cls: 3.2082, loss: 3.2082, grad_norm: 1.4170 2020-07-17 04:08:29,029 - mmaction - INFO - Epoch [20][860/1253] lr: 1.838e-01, eta: 4 days, 6:47:43, time: 1.089, data_time: 0.001, memory: 9061, top1_acc: 0.3000, top5_acc: 0.5630, loss_cls: 3.1959, loss: 3.1959, grad_norm: 1.4589 2020-07-17 04:08:50,936 - mmaction - INFO - Epoch [20][880/1253] lr: 1.839e-01, eta: 4 days, 6:46:41, time: 1.095, data_time: 0.003, memory: 9061, top1_acc: 0.3018, top5_acc: 0.5534, loss_cls: 3.2341, loss: 3.2341, grad_norm: 1.4373 2020-07-17 04:09:12,998 - mmaction - INFO - Epoch [20][900/1253] lr: 1.841e-01, eta: 4 days, 6:45:41, time: 1.103, data_time: 0.004, memory: 9061, top1_acc: 0.3010, top5_acc: 0.5521, loss_cls: 3.2250, loss: 3.2250, grad_norm: 1.4184 2020-07-17 04:09:35,552 - mmaction - INFO - Epoch [20][920/1253] lr: 1.842e-01, eta: 4 days, 6:44:47, time: 1.129, data_time: 0.003, memory: 9061, top1_acc: 0.2943, top5_acc: 0.5578, loss_cls: 3.2396, loss: 3.2396, grad_norm: 1.4310 2020-07-17 04:09:59,127 - mmaction - INFO - Epoch [20][940/1253] lr: 1.843e-01, eta: 4 days, 6:44:05, time: 1.177, data_time: 0.013, memory: 9061, top1_acc: 0.3151, top5_acc: 0.5536, loss_cls: 3.2310, loss: 3.2310, grad_norm: 1.3906 2020-07-17 04:10:22,456 - mmaction - INFO - Epoch [20][960/1253] lr: 1.844e-01, eta: 4 days, 6:43:20, time: 1.166, data_time: 0.013, memory: 9061, top1_acc: 0.3125, top5_acc: 0.5695, loss_cls: 3.1633, loss: 3.1633, grad_norm: 1.4549 2020-07-17 04:10:44,442 - mmaction - INFO - Epoch [20][980/1253] lr: 1.846e-01, eta: 4 days, 6:42:19, time: 1.100, data_time: 0.006, memory: 9061, top1_acc: 0.3010, top5_acc: 0.5560, loss_cls: 3.2231, loss: 3.2231, grad_norm: 1.4466 2020-07-17 04:11:06,330 - mmaction - INFO - Epoch [20][1000/1253] lr: 1.847e-01, eta: 4 days, 6:41:17, time: 1.093, data_time: 0.003, memory: 9061, top1_acc: 0.3138, top5_acc: 0.5633, loss_cls: 3.1948, loss: 3.1948, grad_norm: 1.4125 2020-07-17 04:11:28,440 - mmaction - INFO - Epoch [20][1020/1253] lr: 1.848e-01, eta: 4 days, 6:40:18, time: 1.108, data_time: 0.004, memory: 9061, top1_acc: 0.2911, top5_acc: 0.5398, loss_cls: 3.2731, loss: 3.2731, grad_norm: 1.4433 2020-07-17 04:11:50,241 - mmaction - INFO - Epoch [20][1040/1253] lr: 1.849e-01, eta: 4 days, 6:39:15, time: 1.088, data_time: 0.001, memory: 9061, top1_acc: 0.2938, top5_acc: 0.5503, loss_cls: 3.2484, loss: 3.2484, grad_norm: 1.4141 2020-07-17 04:12:12,153 - mmaction - INFO - Epoch [20][1060/1253] lr: 1.851e-01, eta: 4 days, 6:38:14, time: 1.097, data_time: 0.003, memory: 9061, top1_acc: 0.2938, top5_acc: 0.5599, loss_cls: 3.2289, loss: 3.2289, grad_norm: 1.4257 2020-07-17 04:12:33,947 - mmaction - INFO - Epoch [20][1080/1253] lr: 1.852e-01, eta: 4 days, 6:37:11, time: 1.089, data_time: 0.002, memory: 9061, top1_acc: 0.3180, top5_acc: 0.5622, loss_cls: 3.1783, loss: 3.1783, grad_norm: 1.4214 2020-07-17 04:12:55,798 - mmaction - INFO - Epoch [20][1100/1253] lr: 1.853e-01, eta: 4 days, 6:36:09, time: 1.093, data_time: 0.004, memory: 9061, top1_acc: 0.3003, top5_acc: 0.5518, loss_cls: 3.2270, loss: 3.2270, grad_norm: 1.4325 2020-07-17 04:13:17,761 - mmaction - INFO - Epoch [20][1120/1253] lr: 1.854e-01, eta: 4 days, 6:35:08, time: 1.097, data_time: 0.003, memory: 9061, top1_acc: 0.2979, top5_acc: 0.5471, loss_cls: 3.2451, loss: 3.2451, grad_norm: 1.4332 2020-07-17 04:13:39,662 - mmaction - INFO - Epoch [20][1140/1253] lr: 1.856e-01, eta: 4 days, 6:34:07, time: 1.096, data_time: 0.004, memory: 9061, top1_acc: 0.3065, top5_acc: 0.5594, loss_cls: 3.1938, loss: 3.1938, grad_norm: 1.4262 2020-07-17 04:14:01,451 - mmaction - INFO - Epoch [20][1160/1253] lr: 1.857e-01, eta: 4 days, 6:33:04, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3055, top5_acc: 0.5599, loss_cls: 3.1860, loss: 3.1860, grad_norm: 1.4367 2020-07-17 04:14:23,275 - mmaction - INFO - Epoch [20][1180/1253] lr: 1.858e-01, eta: 4 days, 6:32:02, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.3049, top5_acc: 0.5539, loss_cls: 3.1908, loss: 3.1908, grad_norm: 1.4408 2020-07-17 04:14:45,115 - mmaction - INFO - Epoch [20][1200/1253] lr: 1.859e-01, eta: 4 days, 6:31:00, time: 1.090, data_time: 0.002, memory: 9061, top1_acc: 0.2966, top5_acc: 0.5547, loss_cls: 3.2645, loss: 3.2645, grad_norm: 1.4346 2020-07-17 04:15:07,039 - mmaction - INFO - Epoch [20][1220/1253] lr: 1.861e-01, eta: 4 days, 6:29:59, time: 1.096, data_time: 0.004, memory: 9061, top1_acc: 0.2956, top5_acc: 0.5482, loss_cls: 3.2296, loss: 3.2296, grad_norm: 1.4423 2020-07-17 04:15:28,941 - mmaction - INFO - Epoch [20][1240/1253] lr: 1.862e-01, eta: 4 days, 6:28:58, time: 1.095, data_time: 0.004, memory: 9061, top1_acc: 0.2927, top5_acc: 0.5445, loss_cls: 3.2826, loss: 3.2826, grad_norm: 1.4356 2020-07-17 04:15:53,728 - mmaction - INFO - Saving checkpoint at 20 epochs 2020-07-17 04:19:30,404 - mmaction - INFO - Epoch [21][20/1253] lr: 1.861e-01, eta: 4 days, 7:02:26, time: 10.746, data_time: 9.566, memory: 9061, top1_acc: 0.3076, top5_acc: 0.5563, loss_cls: 3.1990, loss: 3.1990, grad_norm: 1.4275 2020-07-17 04:19:52,201 - mmaction - INFO - Epoch [21][40/1253] lr: 1.862e-01, eta: 4 days, 7:01:21, time: 1.088, data_time: 0.001, memory: 9061, top1_acc: 0.2961, top5_acc: 0.5492, loss_cls: 3.2502, loss: 3.2502, grad_norm: 1.4679 2020-07-17 04:20:14,146 - mmaction - INFO - Epoch [21][60/1253] lr: 1.864e-01, eta: 4 days, 7:00:19, time: 1.096, data_time: 0.011, memory: 9061, top1_acc: 0.3063, top5_acc: 0.5672, loss_cls: 3.1637, loss: 3.1637, grad_norm: 1.4250 2020-07-17 04:20:36,006 - mmaction - INFO - Epoch [21][80/1253] lr: 1.865e-01, eta: 4 days, 6:59:16, time: 1.094, data_time: 0.004, memory: 9061, top1_acc: 0.2880, top5_acc: 0.5503, loss_cls: 3.2271, loss: 3.2271, grad_norm: 1.4366 2020-07-17 04:20:57,847 - mmaction - INFO - Epoch [21][100/1253] lr: 1.866e-01, eta: 4 days, 6:58:13, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.3169, top5_acc: 0.5599, loss_cls: 3.1770, loss: 3.1770, grad_norm: 1.4531 2020-07-17 04:21:19,750 - mmaction - INFO - Epoch [21][120/1253] lr: 1.867e-01, eta: 4 days, 6:57:11, time: 1.096, data_time: 0.003, memory: 9061, top1_acc: 0.3135, top5_acc: 0.5693, loss_cls: 3.1351, loss: 3.1351, grad_norm: 1.4299 2020-07-17 04:21:41,569 - mmaction - INFO - Epoch [21][140/1253] lr: 1.869e-01, eta: 4 days, 6:56:07, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.3055, top5_acc: 0.5411, loss_cls: 3.2598, loss: 3.2598, grad_norm: 1.4320 2020-07-17 04:22:03,469 - mmaction - INFO - Epoch [21][160/1253] lr: 1.870e-01, eta: 4 days, 6:55:05, time: 1.096, data_time: 0.004, memory: 9061, top1_acc: 0.2984, top5_acc: 0.5531, loss_cls: 3.2162, loss: 3.2162, grad_norm: 1.4598 2020-07-17 04:22:25,294 - mmaction - INFO - Epoch [21][180/1253] lr: 1.871e-01, eta: 4 days, 6:54:02, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.3164, top5_acc: 0.5516, loss_cls: 3.2046, loss: 3.2046, grad_norm: 1.4349 2020-07-17 04:22:47,022 - mmaction - INFO - Epoch [21][200/1253] lr: 1.872e-01, eta: 4 days, 6:52:58, time: 1.086, data_time: 0.005, memory: 9061, top1_acc: 0.3138, top5_acc: 0.5703, loss_cls: 3.1627, loss: 3.1627, grad_norm: 1.4390 2020-07-17 04:23:08,858 - mmaction - INFO - Epoch [21][220/1253] lr: 1.874e-01, eta: 4 days, 6:51:55, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.3070, top5_acc: 0.5526, loss_cls: 3.2095, loss: 3.2095, grad_norm: 1.4025 2020-07-17 04:23:30,634 - mmaction - INFO - Epoch [21][240/1253] lr: 1.875e-01, eta: 4 days, 6:50:52, time: 1.091, data_time: 0.004, memory: 9061, top1_acc: 0.3094, top5_acc: 0.5591, loss_cls: 3.1814, loss: 3.1814, grad_norm: 1.4375 2020-07-17 04:23:52,452 - mmaction - INFO - Epoch [21][260/1253] lr: 1.876e-01, eta: 4 days, 6:49:49, time: 1.088, data_time: 0.001, memory: 9061, top1_acc: 0.2992, top5_acc: 0.5500, loss_cls: 3.2338, loss: 3.2338, grad_norm: 1.4555 2020-07-17 04:24:14,342 - mmaction - INFO - Epoch [21][280/1253] lr: 1.877e-01, eta: 4 days, 6:48:47, time: 1.096, data_time: 0.004, memory: 9061, top1_acc: 0.2865, top5_acc: 0.5448, loss_cls: 3.2374, loss: 3.2374, grad_norm: 1.4371 2020-07-17 04:24:36,149 - mmaction - INFO - Epoch [21][300/1253] lr: 1.879e-01, eta: 4 days, 6:47:44, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.3148, top5_acc: 0.5701, loss_cls: 3.1708, loss: 3.1708, grad_norm: 1.4298 2020-07-17 04:24:58,234 - mmaction - INFO - Epoch [21][320/1253] lr: 1.880e-01, eta: 4 days, 6:46:44, time: 1.102, data_time: 0.001, memory: 9061, top1_acc: 0.3018, top5_acc: 0.5492, loss_cls: 3.2196, loss: 3.2196, grad_norm: 1.4306 2020-07-17 04:25:20,254 - mmaction - INFO - Epoch [21][340/1253] lr: 1.881e-01, eta: 4 days, 6:45:44, time: 1.102, data_time: 0.003, memory: 9061, top1_acc: 0.3177, top5_acc: 0.5609, loss_cls: 3.1857, loss: 3.1857, grad_norm: 1.4241 2020-07-17 04:25:42,145 - mmaction - INFO - Epoch [21][360/1253] lr: 1.882e-01, eta: 4 days, 6:44:43, time: 1.095, data_time: 0.002, memory: 9061, top1_acc: 0.3081, top5_acc: 0.5716, loss_cls: 3.1558, loss: 3.1558, grad_norm: 1.4431 2020-07-17 04:26:03,816 - mmaction - INFO - Epoch [21][380/1253] lr: 1.884e-01, eta: 4 days, 6:43:38, time: 1.082, data_time: 0.001, memory: 9061, top1_acc: 0.2958, top5_acc: 0.5570, loss_cls: 3.2150, loss: 3.2150, grad_norm: 1.4632 2020-07-17 04:26:25,721 - mmaction - INFO - Epoch [21][400/1253] lr: 1.885e-01, eta: 4 days, 6:42:36, time: 1.095, data_time: 0.003, memory: 9061, top1_acc: 0.3016, top5_acc: 0.5570, loss_cls: 3.2450, loss: 3.2450, grad_norm: 1.4105 2020-07-17 04:26:47,520 - mmaction - INFO - Epoch [21][420/1253] lr: 1.886e-01, eta: 4 days, 6:41:34, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.3008, top5_acc: 0.5583, loss_cls: 3.2592, loss: 3.2592, grad_norm: 1.4179 2020-07-17 04:27:09,523 - mmaction - INFO - Epoch [21][440/1253] lr: 1.887e-01, eta: 4 days, 6:40:33, time: 1.096, data_time: 0.002, memory: 9061, top1_acc: 0.2951, top5_acc: 0.5440, loss_cls: 3.2650, loss: 3.2650, grad_norm: 1.4473 2020-07-17 04:27:31,463 - mmaction - INFO - Epoch [21][460/1253] lr: 1.889e-01, eta: 4 days, 6:39:33, time: 1.102, data_time: 0.007, memory: 9061, top1_acc: 0.2958, top5_acc: 0.5497, loss_cls: 3.2333, loss: 3.2333, grad_norm: 1.4098 2020-07-17 04:27:53,426 - mmaction - INFO - Epoch [21][480/1253] lr: 1.890e-01, eta: 4 days, 6:38:32, time: 1.098, data_time: 0.002, memory: 9061, top1_acc: 0.3125, top5_acc: 0.5633, loss_cls: 3.1284, loss: 3.1284, grad_norm: 1.4193 2020-07-17 04:28:15,147 - mmaction - INFO - Epoch [21][500/1253] lr: 1.891e-01, eta: 4 days, 6:37:29, time: 1.086, data_time: 0.002, memory: 9061, top1_acc: 0.3055, top5_acc: 0.5661, loss_cls: 3.1830, loss: 3.1830, grad_norm: 1.4321 2020-07-17 04:28:37,219 - mmaction - INFO - Epoch [21][520/1253] lr: 1.892e-01, eta: 4 days, 6:36:30, time: 1.101, data_time: 0.002, memory: 9061, top1_acc: 0.3036, top5_acc: 0.5482, loss_cls: 3.1960, loss: 3.1960, grad_norm: 1.4119 2020-07-17 04:28:59,134 - mmaction - INFO - Epoch [21][540/1253] lr: 1.894e-01, eta: 4 days, 6:35:29, time: 1.097, data_time: 0.004, memory: 9061, top1_acc: 0.3177, top5_acc: 0.5581, loss_cls: 3.1774, loss: 3.1774, grad_norm: 1.4148 2020-07-17 04:29:21,004 - mmaction - INFO - Epoch [21][560/1253] lr: 1.895e-01, eta: 4 days, 6:34:28, time: 1.095, data_time: 0.003, memory: 9061, top1_acc: 0.3164, top5_acc: 0.5732, loss_cls: 3.1591, loss: 3.1591, grad_norm: 1.4465 2020-07-17 04:29:42,692 - mmaction - INFO - Epoch [21][580/1253] lr: 1.896e-01, eta: 4 days, 6:33:24, time: 1.083, data_time: 0.001, memory: 9061, top1_acc: 0.3026, top5_acc: 0.5646, loss_cls: 3.2222, loss: 3.2222, grad_norm: 1.4654 2020-07-17 04:30:04,613 - mmaction - INFO - Epoch [21][600/1253] lr: 1.897e-01, eta: 4 days, 6:32:24, time: 1.096, data_time: 0.002, memory: 9061, top1_acc: 0.2919, top5_acc: 0.5539, loss_cls: 3.2133, loss: 3.2133, grad_norm: 1.4389 2020-07-17 04:30:27,392 - mmaction - INFO - Epoch [21][620/1253] lr: 1.899e-01, eta: 4 days, 6:31:33, time: 1.138, data_time: 0.002, memory: 9061, top1_acc: 0.2987, top5_acc: 0.5602, loss_cls: 3.2095, loss: 3.2095, grad_norm: 1.4771 2020-07-17 04:30:49,088 - mmaction - INFO - Epoch [21][640/1253] lr: 1.900e-01, eta: 4 days, 6:30:30, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.2945, top5_acc: 0.5539, loss_cls: 3.2482, loss: 3.2482, grad_norm: 1.4193 2020-07-17 04:31:10,772 - mmaction - INFO - Epoch [21][660/1253] lr: 1.901e-01, eta: 4 days, 6:29:26, time: 1.083, data_time: 0.002, memory: 9061, top1_acc: 0.3143, top5_acc: 0.5703, loss_cls: 3.1596, loss: 3.1596, grad_norm: 1.4104 2020-07-17 04:31:32,610 - mmaction - INFO - Epoch [21][680/1253] lr: 1.902e-01, eta: 4 days, 6:28:25, time: 1.093, data_time: 0.003, memory: 9061, top1_acc: 0.3031, top5_acc: 0.5456, loss_cls: 3.2575, loss: 3.2575, grad_norm: 1.4619 2020-07-17 04:31:54,399 - mmaction - INFO - Epoch [21][700/1253] lr: 1.904e-01, eta: 4 days, 6:27:23, time: 1.087, data_time: 0.002, memory: 9061, top1_acc: 0.3130, top5_acc: 0.5667, loss_cls: 3.1761, loss: 3.1761, grad_norm: 1.4484 2020-07-17 04:32:16,251 - mmaction - INFO - Epoch [21][720/1253] lr: 1.905e-01, eta: 4 days, 6:26:22, time: 1.094, data_time: 0.004, memory: 9061, top1_acc: 0.2909, top5_acc: 0.5563, loss_cls: 3.2540, loss: 3.2540, grad_norm: 1.4431 2020-07-17 04:32:38,106 - mmaction - INFO - Epoch [21][740/1253] lr: 1.906e-01, eta: 4 days, 6:25:21, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.3125, top5_acc: 0.5695, loss_cls: 3.1634, loss: 3.1634, grad_norm: 1.4080 2020-07-17 04:32:59,982 - mmaction - INFO - Epoch [21][760/1253] lr: 1.907e-01, eta: 4 days, 6:24:20, time: 1.095, data_time: 0.004, memory: 9061, top1_acc: 0.3122, top5_acc: 0.5586, loss_cls: 3.1896, loss: 3.1896, grad_norm: 1.4331 2020-07-17 04:33:21,787 - mmaction - INFO - Epoch [21][780/1253] lr: 1.909e-01, eta: 4 days, 6:23:19, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3023, top5_acc: 0.5573, loss_cls: 3.1922, loss: 3.1922, grad_norm: 1.4568 2020-07-17 04:33:43,671 - mmaction - INFO - Epoch [21][800/1253] lr: 1.910e-01, eta: 4 days, 6:22:18, time: 1.096, data_time: 0.004, memory: 9061, top1_acc: 0.3109, top5_acc: 0.5646, loss_cls: 3.1715, loss: 3.1715, grad_norm: 1.4617 2020-07-17 04:34:05,419 - mmaction - INFO - Epoch [21][820/1253] lr: 1.911e-01, eta: 4 days, 6:21:16, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3055, top5_acc: 0.5672, loss_cls: 3.1742, loss: 3.1742, grad_norm: 1.4137 2020-07-17 04:34:27,181 - mmaction - INFO - Epoch [21][840/1253] lr: 1.912e-01, eta: 4 days, 6:20:15, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3076, top5_acc: 0.5656, loss_cls: 3.1852, loss: 3.1852, grad_norm: 1.4231 2020-07-17 04:34:48,930 - mmaction - INFO - Epoch [21][860/1253] lr: 1.914e-01, eta: 4 days, 6:19:12, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3180, top5_acc: 0.5768, loss_cls: 3.1320, loss: 3.1320, grad_norm: 1.4424 2020-07-17 04:35:10,778 - mmaction - INFO - Epoch [21][880/1253] lr: 1.915e-01, eta: 4 days, 6:18:12, time: 1.094, data_time: 0.005, memory: 9061, top1_acc: 0.3133, top5_acc: 0.5617, loss_cls: 3.1764, loss: 3.1764, grad_norm: 1.4449 2020-07-17 04:35:32,742 - mmaction - INFO - Epoch [21][900/1253] lr: 1.916e-01, eta: 4 days, 6:17:13, time: 1.099, data_time: 0.004, memory: 9061, top1_acc: 0.3021, top5_acc: 0.5544, loss_cls: 3.2397, loss: 3.2397, grad_norm: 1.4532 2020-07-17 04:35:54,525 - mmaction - INFO - Epoch [21][920/1253] lr: 1.917e-01, eta: 4 days, 6:16:11, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3076, top5_acc: 0.5565, loss_cls: 3.1997, loss: 3.1997, grad_norm: 1.3599 2020-07-17 04:36:16,395 - mmaction - INFO - Epoch [21][940/1253] lr: 1.919e-01, eta: 4 days, 6:15:11, time: 1.095, data_time: 0.004, memory: 9061, top1_acc: 0.3003, top5_acc: 0.5622, loss_cls: 3.1715, loss: 3.1715, grad_norm: 1.4369 2020-07-17 04:36:38,103 - mmaction - INFO - Epoch [21][960/1253] lr: 1.920e-01, eta: 4 days, 6:14:09, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.2951, top5_acc: 0.5534, loss_cls: 3.2444, loss: 3.2444, grad_norm: 1.4490 2020-07-17 04:37:00,003 - mmaction - INFO - Epoch [21][980/1253] lr: 1.921e-01, eta: 4 days, 6:13:10, time: 1.095, data_time: 0.003, memory: 9061, top1_acc: 0.3018, top5_acc: 0.5516, loss_cls: 3.2025, loss: 3.2025, grad_norm: 1.4252 2020-07-17 04:37:21,852 - mmaction - INFO - Epoch [21][1000/1253] lr: 1.922e-01, eta: 4 days, 6:12:09, time: 1.092, data_time: 0.002, memory: 9061, top1_acc: 0.3042, top5_acc: 0.5523, loss_cls: 3.1901, loss: 3.1901, grad_norm: 1.4842 2020-07-17 04:37:43,671 - mmaction - INFO - Epoch [21][1020/1253] lr: 1.924e-01, eta: 4 days, 6:11:08, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.2990, top5_acc: 0.5552, loss_cls: 3.2139, loss: 3.2139, grad_norm: 1.4238 2020-07-17 04:38:05,513 - mmaction - INFO - Epoch [21][1040/1253] lr: 1.925e-01, eta: 4 days, 6:10:09, time: 1.094, data_time: 0.004, memory: 9061, top1_acc: 0.2987, top5_acc: 0.5578, loss_cls: 3.1942, loss: 3.1942, grad_norm: 1.4406 2020-07-17 04:38:27,495 - mmaction - INFO - Epoch [21][1060/1253] lr: 1.926e-01, eta: 4 days, 6:09:10, time: 1.098, data_time: 0.003, memory: 9061, top1_acc: 0.3000, top5_acc: 0.5591, loss_cls: 3.2276, loss: 3.2276, grad_norm: 1.4189 2020-07-17 04:38:49,264 - mmaction - INFO - Epoch [21][1080/1253] lr: 1.927e-01, eta: 4 days, 6:08:09, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3005, top5_acc: 0.5570, loss_cls: 3.2521, loss: 3.2521, grad_norm: 1.4365 2020-07-17 04:39:11,073 - mmaction - INFO - Epoch [21][1100/1253] lr: 1.929e-01, eta: 4 days, 6:07:09, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.3094, top5_acc: 0.5531, loss_cls: 3.2109, loss: 3.2109, grad_norm: 1.4150 2020-07-17 04:39:32,820 - mmaction - INFO - Epoch [21][1120/1253] lr: 1.930e-01, eta: 4 days, 6:06:07, time: 1.086, data_time: 0.001, memory: 9061, top1_acc: 0.3057, top5_acc: 0.5526, loss_cls: 3.2332, loss: 3.2332, grad_norm: 1.4638 2020-07-17 04:39:54,824 - mmaction - INFO - Epoch [21][1140/1253] lr: 1.931e-01, eta: 4 days, 6:05:09, time: 1.100, data_time: 0.003, memory: 9061, top1_acc: 0.3047, top5_acc: 0.5667, loss_cls: 3.1806, loss: 3.1806, grad_norm: 1.4637 2020-07-17 04:40:16,694 - mmaction - INFO - Epoch [21][1160/1253] lr: 1.932e-01, eta: 4 days, 6:04:10, time: 1.095, data_time: 0.002, memory: 9061, top1_acc: 0.3060, top5_acc: 0.5628, loss_cls: 3.1842, loss: 3.1842, grad_norm: 1.4363 2020-07-17 04:40:38,448 - mmaction - INFO - Epoch [21][1180/1253] lr: 1.934e-01, eta: 4 days, 6:03:09, time: 1.086, data_time: 0.002, memory: 9061, top1_acc: 0.2857, top5_acc: 0.5458, loss_cls: 3.2734, loss: 3.2734, grad_norm: 1.4232 2020-07-17 04:41:00,300 - mmaction - INFO - Epoch [21][1200/1253] lr: 1.935e-01, eta: 4 days, 6:02:09, time: 1.092, data_time: 0.007, memory: 9061, top1_acc: 0.3026, top5_acc: 0.5521, loss_cls: 3.2470, loss: 3.2470, grad_norm: 1.4225 2020-07-17 04:41:21,980 - mmaction - INFO - Epoch [21][1220/1253] lr: 1.936e-01, eta: 4 days, 6:01:08, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3065, top5_acc: 0.5685, loss_cls: 3.1596, loss: 3.1596, grad_norm: 1.4083 2020-07-17 04:41:44,038 - mmaction - INFO - Epoch [21][1240/1253] lr: 1.937e-01, eta: 4 days, 6:00:10, time: 1.101, data_time: 0.003, memory: 9061, top1_acc: 0.3096, top5_acc: 0.5555, loss_cls: 3.2204, loss: 3.2204, grad_norm: 1.4343 2020-07-17 04:45:16,205 - mmaction - INFO - Epoch [22][20/1253] lr: 1.936e-01, eta: 4 days, 6:27:13, time: 9.497, data_time: 8.297, memory: 9061, top1_acc: 0.3167, top5_acc: 0.5701, loss_cls: 3.1362, loss: 3.1362, grad_norm: 1.4479 2020-07-17 04:45:38,046 - mmaction - INFO - Epoch [22][40/1253] lr: 1.938e-01, eta: 4 days, 6:26:12, time: 1.092, data_time: 0.001, memory: 9061, top1_acc: 0.3104, top5_acc: 0.5672, loss_cls: 3.1741, loss: 3.1741, grad_norm: 1.4398 2020-07-17 04:45:59,860 - mmaction - INFO - Epoch [22][60/1253] lr: 1.939e-01, eta: 4 days, 6:25:10, time: 1.089, data_time: 0.001, memory: 9061, top1_acc: 0.3044, top5_acc: 0.5656, loss_cls: 3.1710, loss: 3.1710, grad_norm: 1.4428 2020-07-17 04:46:21,505 - mmaction - INFO - Epoch [22][80/1253] lr: 1.940e-01, eta: 4 days, 6:24:07, time: 1.082, data_time: 0.002, memory: 9061, top1_acc: 0.3117, top5_acc: 0.5617, loss_cls: 3.1627, loss: 3.1627, grad_norm: 1.4050 2020-07-17 04:46:43,437 - mmaction - INFO - Epoch [22][100/1253] lr: 1.941e-01, eta: 4 days, 6:23:07, time: 1.097, data_time: 0.005, memory: 9061, top1_acc: 0.2906, top5_acc: 0.5487, loss_cls: 3.2473, loss: 3.2473, grad_norm: 1.4210 2020-07-17 04:47:05,130 - mmaction - INFO - Epoch [22][120/1253] lr: 1.943e-01, eta: 4 days, 6:22:05, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.2977, top5_acc: 0.5560, loss_cls: 3.2148, loss: 3.2148, grad_norm: 1.4156 2020-07-17 04:47:26,857 - mmaction - INFO - Epoch [22][140/1253] lr: 1.944e-01, eta: 4 days, 6:21:03, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3083, top5_acc: 0.5555, loss_cls: 3.2233, loss: 3.2233, grad_norm: 1.4255 2020-07-17 04:47:48,804 - mmaction - INFO - Epoch [22][160/1253] lr: 1.945e-01, eta: 4 days, 6:20:04, time: 1.099, data_time: 0.004, memory: 9061, top1_acc: 0.3070, top5_acc: 0.5576, loss_cls: 3.2291, loss: 3.2291, grad_norm: 1.4550 2020-07-17 04:48:10,494 - mmaction - INFO - Epoch [22][180/1253] lr: 1.946e-01, eta: 4 days, 6:19:02, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.2935, top5_acc: 0.5549, loss_cls: 3.2562, loss: 3.2562, grad_norm: 1.4144 2020-07-17 04:48:32,363 - mmaction - INFO - Epoch [22][200/1253] lr: 1.948e-01, eta: 4 days, 6:18:01, time: 1.092, data_time: 0.002, memory: 9061, top1_acc: 0.2977, top5_acc: 0.5630, loss_cls: 3.2248, loss: 3.2248, grad_norm: 1.4190 2020-07-17 04:48:54,076 - mmaction - INFO - Epoch [22][220/1253] lr: 1.949e-01, eta: 4 days, 6:16:59, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3208, top5_acc: 0.5766, loss_cls: 3.1073, loss: 3.1073, grad_norm: 1.4254 2020-07-17 04:49:15,968 - mmaction - INFO - Epoch [22][240/1253] lr: 1.950e-01, eta: 4 days, 6:16:00, time: 1.098, data_time: 0.004, memory: 9061, top1_acc: 0.2997, top5_acc: 0.5573, loss_cls: 3.1772, loss: 3.1772, grad_norm: 1.4570 2020-07-17 04:49:37,712 - mmaction - INFO - Epoch [22][260/1253] lr: 1.951e-01, eta: 4 days, 6:14:58, time: 1.085, data_time: 0.001, memory: 9061, top1_acc: 0.3107, top5_acc: 0.5620, loss_cls: 3.1873, loss: 3.1873, grad_norm: 1.4476 2020-07-17 04:49:59,482 - mmaction - INFO - Epoch [22][280/1253] lr: 1.953e-01, eta: 4 days, 6:13:57, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.3016, top5_acc: 0.5555, loss_cls: 3.2080, loss: 3.2080, grad_norm: 1.4254 2020-07-17 04:50:21,402 - mmaction - INFO - Epoch [22][300/1253] lr: 1.954e-01, eta: 4 days, 6:12:58, time: 1.095, data_time: 0.008, memory: 9061, top1_acc: 0.3083, top5_acc: 0.5674, loss_cls: 3.1518, loss: 3.1518, grad_norm: 1.4386 2020-07-17 04:50:43,285 - mmaction - INFO - Epoch [22][320/1253] lr: 1.955e-01, eta: 4 days, 6:11:58, time: 1.093, data_time: 0.003, memory: 9061, top1_acc: 0.3047, top5_acc: 0.5513, loss_cls: 3.2234, loss: 3.2234, grad_norm: 1.4255 2020-07-17 04:51:05,220 - mmaction - INFO - Epoch [22][340/1253] lr: 1.956e-01, eta: 4 days, 6:10:59, time: 1.098, data_time: 0.004, memory: 9061, top1_acc: 0.3104, top5_acc: 0.5563, loss_cls: 3.1953, loss: 3.1953, grad_norm: 1.4293 2020-07-17 04:51:26,915 - mmaction - INFO - Epoch [22][360/1253] lr: 1.958e-01, eta: 4 days, 6:09:58, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.2992, top5_acc: 0.5570, loss_cls: 3.2440, loss: 3.2440, grad_norm: 1.4094 2020-07-17 04:51:48,688 - mmaction - INFO - Epoch [22][380/1253] lr: 1.959e-01, eta: 4 days, 6:08:56, time: 1.086, data_time: 0.002, memory: 9061, top1_acc: 0.2992, top5_acc: 0.5607, loss_cls: 3.2312, loss: 3.2312, grad_norm: 1.4089 2020-07-17 04:52:10,526 - mmaction - INFO - Epoch [22][400/1253] lr: 1.960e-01, eta: 4 days, 6:07:57, time: 1.094, data_time: 0.005, memory: 9061, top1_acc: 0.3128, top5_acc: 0.5724, loss_cls: 3.1724, loss: 3.1724, grad_norm: 1.4130 2020-07-17 04:52:32,235 - mmaction - INFO - Epoch [22][420/1253] lr: 1.961e-01, eta: 4 days, 6:06:56, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3143, top5_acc: 0.5578, loss_cls: 3.1594, loss: 3.1594, grad_norm: 1.4323 2020-07-17 04:52:54,050 - mmaction - INFO - Epoch [22][440/1253] lr: 1.963e-01, eta: 4 days, 6:05:56, time: 1.093, data_time: 0.003, memory: 9061, top1_acc: 0.2922, top5_acc: 0.5529, loss_cls: 3.2206, loss: 3.2206, grad_norm: 1.4505 2020-07-17 04:53:15,958 - mmaction - INFO - Epoch [22][460/1253] lr: 1.964e-01, eta: 4 days, 6:04:57, time: 1.094, data_time: 0.001, memory: 9061, top1_acc: 0.3034, top5_acc: 0.5656, loss_cls: 3.1944, loss: 3.1944, grad_norm: 1.4274 2020-07-17 04:53:37,793 - mmaction - INFO - Epoch [22][480/1253] lr: 1.965e-01, eta: 4 days, 6:03:57, time: 1.090, data_time: 0.002, memory: 9061, top1_acc: 0.3133, top5_acc: 0.5680, loss_cls: 3.1838, loss: 3.1838, grad_norm: 1.4367 2020-07-17 04:53:59,622 - mmaction - INFO - Epoch [22][500/1253] lr: 1.966e-01, eta: 4 days, 6:02:57, time: 1.092, data_time: 0.004, memory: 9061, top1_acc: 0.3115, top5_acc: 0.5682, loss_cls: 3.1452, loss: 3.1452, grad_norm: 1.4187 2020-07-17 04:54:21,396 - mmaction - INFO - Epoch [22][520/1253] lr: 1.968e-01, eta: 4 days, 6:01:57, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.3047, top5_acc: 0.5568, loss_cls: 3.1776, loss: 3.1776, grad_norm: 1.4453 2020-07-17 04:54:43,323 - mmaction - INFO - Epoch [22][540/1253] lr: 1.969e-01, eta: 4 days, 6:00:58, time: 1.094, data_time: 0.001, memory: 9061, top1_acc: 0.2943, top5_acc: 0.5674, loss_cls: 3.1767, loss: 3.1767, grad_norm: 1.3993 2020-07-17 04:55:04,984 - mmaction - INFO - Epoch [22][560/1253] lr: 1.970e-01, eta: 4 days, 5:59:57, time: 1.083, data_time: 0.003, memory: 9061, top1_acc: 0.3099, top5_acc: 0.5570, loss_cls: 3.2092, loss: 3.2092, grad_norm: 1.4239 2020-07-17 04:55:26,700 - mmaction - INFO - Epoch [22][580/1253] lr: 1.971e-01, eta: 4 days, 5:58:56, time: 1.085, data_time: 0.004, memory: 9061, top1_acc: 0.3031, top5_acc: 0.5539, loss_cls: 3.2421, loss: 3.2421, grad_norm: 1.4516 2020-07-17 04:55:48,498 - mmaction - INFO - Epoch [22][600/1253] lr: 1.972e-01, eta: 4 days, 5:57:57, time: 1.092, data_time: 0.004, memory: 9061, top1_acc: 0.3029, top5_acc: 0.5591, loss_cls: 3.1931, loss: 3.1931, grad_norm: 1.4148 2020-07-17 04:56:10,232 - mmaction - INFO - Epoch [22][620/1253] lr: 1.974e-01, eta: 4 days, 5:56:56, time: 1.085, data_time: 0.002, memory: 9061, top1_acc: 0.3083, top5_acc: 0.5448, loss_cls: 3.2309, loss: 3.2309, grad_norm: 1.4169 2020-07-17 04:56:31,927 - mmaction - INFO - Epoch [22][640/1253] lr: 1.975e-01, eta: 4 days, 5:55:55, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3133, top5_acc: 0.5591, loss_cls: 3.1589, loss: 3.1589, grad_norm: 1.4199 2020-07-17 04:56:53,702 - mmaction - INFO - Epoch [22][660/1253] lr: 1.976e-01, eta: 4 days, 5:54:55, time: 1.088, data_time: 0.001, memory: 9061, top1_acc: 0.2906, top5_acc: 0.5526, loss_cls: 3.2391, loss: 3.2391, grad_norm: 1.4181 2020-07-17 04:57:15,614 - mmaction - INFO - Epoch [22][680/1253] lr: 1.977e-01, eta: 4 days, 5:53:57, time: 1.094, data_time: 0.002, memory: 9061, top1_acc: 0.3086, top5_acc: 0.5609, loss_cls: 3.1646, loss: 3.1646, grad_norm: 1.4373 2020-07-17 04:57:37,484 - mmaction - INFO - Epoch [22][700/1253] lr: 1.979e-01, eta: 4 days, 5:52:59, time: 1.096, data_time: 0.003, memory: 9061, top1_acc: 0.3029, top5_acc: 0.5635, loss_cls: 3.1912, loss: 3.1912, grad_norm: 1.4331 2020-07-17 04:57:59,270 - mmaction - INFO - Epoch [22][720/1253] lr: 1.980e-01, eta: 4 days, 5:51:58, time: 1.086, data_time: 0.001, memory: 9061, top1_acc: 0.3091, top5_acc: 0.5615, loss_cls: 3.2112, loss: 3.2112, grad_norm: 1.3917 2020-07-17 04:58:20,976 - mmaction - INFO - Epoch [22][740/1253] lr: 1.981e-01, eta: 4 days, 5:50:58, time: 1.088, data_time: 0.004, memory: 9061, top1_acc: 0.3169, top5_acc: 0.5742, loss_cls: 3.0922, loss: 3.0922, grad_norm: 1.3717 2020-07-17 04:58:42,687 - mmaction - INFO - Epoch [22][760/1253] lr: 1.982e-01, eta: 4 days, 5:49:58, time: 1.085, data_time: 0.002, memory: 9061, top1_acc: 0.3078, top5_acc: 0.5539, loss_cls: 3.2089, loss: 3.2089, grad_norm: 1.4428 2020-07-17 04:59:04,550 - mmaction - INFO - Epoch [22][780/1253] lr: 1.984e-01, eta: 4 days, 5:48:59, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.3039, top5_acc: 0.5508, loss_cls: 3.2285, loss: 3.2285, grad_norm: 1.4076 2020-07-17 04:59:26,354 - mmaction - INFO - Epoch [22][800/1253] lr: 1.985e-01, eta: 4 days, 5:48:00, time: 1.092, data_time: 0.005, memory: 9061, top1_acc: 0.3302, top5_acc: 0.5792, loss_cls: 3.0800, loss: 3.0800, grad_norm: 1.3853 2020-07-17 04:59:48,162 - mmaction - INFO - Epoch [22][820/1253] lr: 1.986e-01, eta: 4 days, 5:47:01, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.3148, top5_acc: 0.5583, loss_cls: 3.1495, loss: 3.1495, grad_norm: 1.4314 2020-07-17 05:00:18,991 - mmaction - INFO - Epoch [22][840/1253] lr: 1.987e-01, eta: 4 days, 5:47:37, time: 1.527, data_time: 0.001, memory: 9061, top1_acc: 0.3151, top5_acc: 0.5732, loss_cls: 3.1276, loss: 3.1276, grad_norm: 1.4102 2020-07-17 05:00:40,903 - mmaction - INFO - Epoch [22][860/1253] lr: 1.989e-01, eta: 4 days, 5:46:42, time: 1.109, data_time: 0.021, memory: 9061, top1_acc: 0.3094, top5_acc: 0.5536, loss_cls: 3.2005, loss: 3.2005, grad_norm: 1.4299 2020-07-17 05:01:02,845 - mmaction - INFO - Epoch [22][880/1253] lr: 1.990e-01, eta: 4 days, 5:45:44, time: 1.096, data_time: 0.002, memory: 9061, top1_acc: 0.3047, top5_acc: 0.5661, loss_cls: 3.1869, loss: 3.1869, grad_norm: 1.4386 2020-07-17 05:01:24,865 - mmaction - INFO - Epoch [22][900/1253] lr: 1.991e-01, eta: 4 days, 5:44:47, time: 1.101, data_time: 0.003, memory: 9061, top1_acc: 0.3146, top5_acc: 0.5630, loss_cls: 3.1875, loss: 3.1875, grad_norm: 1.4288 2020-07-17 05:01:46,715 - mmaction - INFO - Epoch [22][920/1253] lr: 1.992e-01, eta: 4 days, 5:43:49, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.2977, top5_acc: 0.5464, loss_cls: 3.2044, loss: 3.2044, grad_norm: 1.4396 2020-07-17 05:02:08,554 - mmaction - INFO - Epoch [22][940/1253] lr: 1.994e-01, eta: 4 days, 5:42:51, time: 1.095, data_time: 0.003, memory: 9061, top1_acc: 0.3063, top5_acc: 0.5539, loss_cls: 3.2357, loss: 3.2357, grad_norm: 1.3966 2020-07-17 05:02:30,405 - mmaction - INFO - Epoch [22][960/1253] lr: 1.995e-01, eta: 4 days, 5:41:52, time: 1.090, data_time: 0.001, memory: 9061, top1_acc: 0.3096, top5_acc: 0.5570, loss_cls: 3.1818, loss: 3.1818, grad_norm: 1.4326 2020-07-17 05:02:52,333 - mmaction - INFO - Epoch [22][980/1253] lr: 1.996e-01, eta: 4 days, 5:40:54, time: 1.095, data_time: 0.004, memory: 9061, top1_acc: 0.2956, top5_acc: 0.5602, loss_cls: 3.2138, loss: 3.2138, grad_norm: 1.4337 2020-07-17 05:03:14,379 - mmaction - INFO - Epoch [22][1000/1253] lr: 1.997e-01, eta: 4 days, 5:39:59, time: 1.104, data_time: 0.005, memory: 9061, top1_acc: 0.3081, top5_acc: 0.5667, loss_cls: 3.1720, loss: 3.1720, grad_norm: 1.4071 2020-07-17 05:03:36,089 - mmaction - INFO - Epoch [22][1020/1253] lr: 1.999e-01, eta: 4 days, 5:38:59, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3044, top5_acc: 0.5557, loss_cls: 3.2058, loss: 3.2058, grad_norm: 1.4510 2020-07-17 05:03:57,826 - mmaction - INFO - Epoch [22][1040/1253] lr: 2.000e-01, eta: 4 days, 5:38:00, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3115, top5_acc: 0.5602, loss_cls: 3.1731, loss: 3.1731, grad_norm: 1.4114 2020-07-17 05:04:19,756 - mmaction - INFO - Epoch [22][1060/1253] lr: 2.001e-01, eta: 4 days, 5:37:02, time: 1.096, data_time: 0.003, memory: 9061, top1_acc: 0.2984, top5_acc: 0.5628, loss_cls: 3.1964, loss: 3.1964, grad_norm: 1.4065 2020-07-17 05:04:41,911 - mmaction - INFO - Epoch [22][1080/1253] lr: 2.002e-01, eta: 4 days, 5:36:08, time: 1.109, data_time: 0.003, memory: 9061, top1_acc: 0.3107, top5_acc: 0.5599, loss_cls: 3.1890, loss: 3.1890, grad_norm: 1.4218 2020-07-17 05:05:03,625 - mmaction - INFO - Epoch [22][1100/1253] lr: 2.004e-01, eta: 4 days, 5:35:08, time: 1.085, data_time: 0.002, memory: 9061, top1_acc: 0.3227, top5_acc: 0.5797, loss_cls: 3.1199, loss: 3.1199, grad_norm: 1.4265 2020-07-17 05:05:25,411 - mmaction - INFO - Epoch [22][1120/1253] lr: 2.005e-01, eta: 4 days, 5:34:10, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.3234, top5_acc: 0.5622, loss_cls: 3.1871, loss: 3.1871, grad_norm: 1.4171 2020-07-17 05:05:47,175 - mmaction - INFO - Epoch [22][1140/1253] lr: 2.006e-01, eta: 4 days, 5:33:11, time: 1.088, data_time: 0.002, memory: 9061, top1_acc: 0.3117, top5_acc: 0.5586, loss_cls: 3.1939, loss: 3.1939, grad_norm: 1.4060 2020-07-17 05:06:09,131 - mmaction - INFO - Epoch [22][1160/1253] lr: 2.007e-01, eta: 4 days, 5:32:14, time: 1.095, data_time: 0.002, memory: 9061, top1_acc: 0.3031, top5_acc: 0.5589, loss_cls: 3.2021, loss: 3.2021, grad_norm: 1.4188 2020-07-17 05:06:30,980 - mmaction - INFO - Epoch [22][1180/1253] lr: 2.009e-01, eta: 4 days, 5:31:17, time: 1.095, data_time: 0.005, memory: 9061, top1_acc: 0.3070, top5_acc: 0.5693, loss_cls: 3.1629, loss: 3.1629, grad_norm: 1.4295 2020-07-17 05:06:52,946 - mmaction - INFO - Epoch [22][1200/1253] lr: 2.010e-01, eta: 4 days, 5:30:19, time: 1.093, data_time: 0.003, memory: 9061, top1_acc: 0.3143, top5_acc: 0.5609, loss_cls: 3.1737, loss: 3.1737, grad_norm: 1.3867 2020-07-17 05:07:14,770 - mmaction - INFO - Epoch [22][1220/1253] lr: 2.011e-01, eta: 4 days, 5:29:22, time: 1.096, data_time: 0.010, memory: 9061, top1_acc: 0.3229, top5_acc: 0.5724, loss_cls: 3.1378, loss: 3.1378, grad_norm: 1.4000 2020-07-17 05:07:36,662 - mmaction - INFO - Epoch [22][1240/1253] lr: 2.012e-01, eta: 4 days, 5:28:25, time: 1.093, data_time: 0.003, memory: 9061, top1_acc: 0.3091, top5_acc: 0.5617, loss_cls: 3.1649, loss: 3.1649, grad_norm: 1.4273 2020-07-17 05:11:35,087 - mmaction - INFO - Epoch [23][20/1253] lr: 2.011e-01, eta: 4 days, 5:58:13, time: 10.661, data_time: 9.016, memory: 9061, top1_acc: 0.3091, top5_acc: 0.5581, loss_cls: 3.1788, loss: 3.1788, grad_norm: 1.4385 2020-07-17 05:11:56,929 - mmaction - INFO - Epoch [23][40/1253] lr: 2.012e-01, eta: 4 days, 5:57:13, time: 1.091, data_time: 0.002, memory: 9061, top1_acc: 0.3141, top5_acc: 0.5596, loss_cls: 3.1786, loss: 3.1786, grad_norm: 1.3987 2020-07-17 05:12:18,620 - mmaction - INFO - Epoch [23][60/1253] lr: 2.014e-01, eta: 4 days, 5:56:13, time: 1.084, data_time: 0.004, memory: 9061, top1_acc: 0.3206, top5_acc: 0.5669, loss_cls: 3.1459, loss: 3.1459, grad_norm: 1.4108 2020-07-17 05:12:40,333 - mmaction - INFO - Epoch [23][80/1253] lr: 2.015e-01, eta: 4 days, 5:55:13, time: 1.088, data_time: 0.004, memory: 9061, top1_acc: 0.3177, top5_acc: 0.5609, loss_cls: 3.1743, loss: 3.1743, grad_norm: 1.4342 2020-07-17 05:13:02,151 - mmaction - INFO - Epoch [23][100/1253] lr: 2.016e-01, eta: 4 days, 5:54:14, time: 1.092, data_time: 0.002, memory: 9061, top1_acc: 0.3148, top5_acc: 0.5776, loss_cls: 3.1354, loss: 3.1354, grad_norm: 1.4557 2020-07-17 05:13:23,784 - mmaction - INFO - Epoch [23][120/1253] lr: 2.017e-01, eta: 4 days, 5:53:13, time: 1.080, data_time: 0.001, memory: 9061, top1_acc: 0.3169, top5_acc: 0.5703, loss_cls: 3.1444, loss: 3.1444, grad_norm: 1.4357 2020-07-17 05:13:45,748 - mmaction - INFO - Epoch [23][140/1253] lr: 2.019e-01, eta: 4 days, 5:52:15, time: 1.098, data_time: 0.002, memory: 9061, top1_acc: 0.3148, top5_acc: 0.5763, loss_cls: 3.1558, loss: 3.1558, grad_norm: 1.4487 2020-07-17 05:14:07,477 - mmaction - INFO - Epoch [23][160/1253] lr: 2.020e-01, eta: 4 days, 5:51:15, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3185, top5_acc: 0.5664, loss_cls: 3.1551, loss: 3.1551, grad_norm: 1.4216 2020-07-17 05:14:29,425 - mmaction - INFO - Epoch [23][180/1253] lr: 2.021e-01, eta: 4 days, 5:50:18, time: 1.097, data_time: 0.003, memory: 9061, top1_acc: 0.3076, top5_acc: 0.5646, loss_cls: 3.1711, loss: 3.1711, grad_norm: 1.4178 2020-07-17 05:14:51,254 - mmaction - INFO - Epoch [23][200/1253] lr: 2.022e-01, eta: 4 days, 5:49:19, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.3065, top5_acc: 0.5596, loss_cls: 3.1862, loss: 3.1862, grad_norm: 1.4407 2020-07-17 05:15:13,038 - mmaction - INFO - Epoch [23][220/1253] lr: 2.024e-01, eta: 4 days, 5:48:20, time: 1.090, data_time: 0.004, memory: 9061, top1_acc: 0.2979, top5_acc: 0.5641, loss_cls: 3.1775, loss: 3.1775, grad_norm: 1.4218 2020-07-17 05:15:34,875 - mmaction - INFO - Epoch [23][240/1253] lr: 2.025e-01, eta: 4 days, 5:47:21, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.3128, top5_acc: 0.5654, loss_cls: 3.1701, loss: 3.1701, grad_norm: 1.4210 2020-07-17 05:15:56,592 - mmaction - INFO - Epoch [23][260/1253] lr: 2.026e-01, eta: 4 days, 5:46:21, time: 1.086, data_time: 0.004, memory: 9061, top1_acc: 0.3102, top5_acc: 0.5622, loss_cls: 3.1766, loss: 3.1766, grad_norm: 1.4460 2020-07-17 05:16:18,283 - mmaction - INFO - Epoch [23][280/1253] lr: 2.027e-01, eta: 4 days, 5:45:22, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.2940, top5_acc: 0.5359, loss_cls: 3.3099, loss: 3.3099, grad_norm: 1.3851 2020-07-17 05:16:40,270 - mmaction - INFO - Epoch [23][300/1253] lr: 2.029e-01, eta: 4 days, 5:44:25, time: 1.098, data_time: 0.002, memory: 9061, top1_acc: 0.3177, top5_acc: 0.5685, loss_cls: 3.1957, loss: 3.1957, grad_norm: 1.4105 2020-07-17 05:17:02,180 - mmaction - INFO - Epoch [23][320/1253] lr: 2.030e-01, eta: 4 days, 5:43:27, time: 1.095, data_time: 0.003, memory: 9061, top1_acc: 0.2961, top5_acc: 0.5607, loss_cls: 3.1923, loss: 3.1923, grad_norm: 1.3903 2020-07-17 05:17:24,023 - mmaction - INFO - Epoch [23][340/1253] lr: 2.031e-01, eta: 4 days, 5:42:29, time: 1.093, data_time: 0.004, memory: 9061, top1_acc: 0.3242, top5_acc: 0.5638, loss_cls: 3.1275, loss: 3.1275, grad_norm: 1.4020 2020-07-17 05:17:45,866 - mmaction - INFO - Epoch [23][360/1253] lr: 2.032e-01, eta: 4 days, 5:41:31, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.3159, top5_acc: 0.5643, loss_cls: 3.1814, loss: 3.1814, grad_norm: 1.4473 2020-07-17 05:18:07,891 - mmaction - INFO - Epoch [23][380/1253] lr: 2.034e-01, eta: 4 days, 5:40:35, time: 1.102, data_time: 0.003, memory: 9061, top1_acc: 0.3099, top5_acc: 0.5685, loss_cls: 3.1450, loss: 3.1450, grad_norm: 1.4147 2020-07-17 05:18:29,584 - mmaction - INFO - Epoch [23][400/1253] lr: 2.035e-01, eta: 4 days, 5:39:35, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3117, top5_acc: 0.5646, loss_cls: 3.1719, loss: 3.1719, grad_norm: 1.4446 2020-07-17 05:18:51,495 - mmaction - INFO - Epoch [23][420/1253] lr: 2.036e-01, eta: 4 days, 5:38:37, time: 1.095, data_time: 0.004, memory: 9061, top1_acc: 0.3133, top5_acc: 0.5599, loss_cls: 3.2002, loss: 3.2002, grad_norm: 1.4069 2020-07-17 05:19:13,185 - mmaction - INFO - Epoch [23][440/1253] lr: 2.037e-01, eta: 4 days, 5:37:39, time: 1.087, data_time: 0.004, memory: 9061, top1_acc: 0.3188, top5_acc: 0.5609, loss_cls: 3.1829, loss: 3.1829, grad_norm: 1.4122 2020-07-17 05:19:34,913 - mmaction - INFO - Epoch [23][460/1253] lr: 2.039e-01, eta: 4 days, 5:36:39, time: 1.084, data_time: 0.001, memory: 9061, top1_acc: 0.3049, top5_acc: 0.5526, loss_cls: 3.2335, loss: 3.2335, grad_norm: 1.4143 2020-07-17 05:19:56,668 - mmaction - INFO - Epoch [23][480/1253] lr: 2.040e-01, eta: 4 days, 5:35:40, time: 1.088, data_time: 0.004, memory: 9061, top1_acc: 0.3055, top5_acc: 0.5664, loss_cls: 3.2166, loss: 3.2166, grad_norm: 1.3895 2020-07-17 05:20:18,440 - mmaction - INFO - Epoch [23][500/1253] lr: 2.041e-01, eta: 4 days, 5:34:42, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3099, top5_acc: 0.5721, loss_cls: 3.1629, loss: 3.1629, grad_norm: 1.4301 2020-07-17 05:20:40,036 - mmaction - INFO - Epoch [23][520/1253] lr: 2.042e-01, eta: 4 days, 5:33:41, time: 1.080, data_time: 0.003, memory: 9061, top1_acc: 0.3229, top5_acc: 0.5620, loss_cls: 3.1980, loss: 3.1980, grad_norm: 1.4327 2020-07-17 05:21:01,858 - mmaction - INFO - Epoch [23][540/1253] lr: 2.044e-01, eta: 4 days, 5:32:44, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.3146, top5_acc: 0.5641, loss_cls: 3.1467, loss: 3.1467, grad_norm: 1.3978 2020-07-17 05:21:23,693 - mmaction - INFO - Epoch [23][560/1253] lr: 2.045e-01, eta: 4 days, 5:31:46, time: 1.093, data_time: 0.002, memory: 9061, top1_acc: 0.3138, top5_acc: 0.5534, loss_cls: 3.2074, loss: 3.2074, grad_norm: 1.4301 2020-07-17 05:21:45,438 - mmaction - INFO - Epoch [23][580/1253] lr: 2.046e-01, eta: 4 days, 5:30:47, time: 1.085, data_time: 0.001, memory: 9061, top1_acc: 0.2997, top5_acc: 0.5596, loss_cls: 3.2017, loss: 3.2017, grad_norm: 1.4459 2020-07-17 05:22:07,317 - mmaction - INFO - Epoch [23][600/1253] lr: 2.047e-01, eta: 4 days, 5:29:50, time: 1.093, data_time: 0.003, memory: 9061, top1_acc: 0.3102, top5_acc: 0.5516, loss_cls: 3.2020, loss: 3.2020, grad_norm: 1.3912 2020-07-17 05:22:29,210 - mmaction - INFO - Epoch [23][620/1253] lr: 2.049e-01, eta: 4 days, 5:28:53, time: 1.095, data_time: 0.004, memory: 9061, top1_acc: 0.3083, top5_acc: 0.5643, loss_cls: 3.2158, loss: 3.2158, grad_norm: 1.4064 2020-07-17 05:22:51,104 - mmaction - INFO - Epoch [23][640/1253] lr: 2.050e-01, eta: 4 days, 5:27:56, time: 1.094, data_time: 0.003, memory: 9061, top1_acc: 0.3138, top5_acc: 0.5560, loss_cls: 3.2026, loss: 3.2026, grad_norm: 1.4071 2020-07-17 05:23:12,941 - mmaction - INFO - Epoch [23][660/1253] lr: 2.051e-01, eta: 4 days, 5:26:59, time: 1.092, data_time: 0.004, memory: 9061, top1_acc: 0.3047, top5_acc: 0.5630, loss_cls: 3.2332, loss: 3.2332, grad_norm: 1.4075 2020-07-17 05:23:34,695 - mmaction - INFO - Epoch [23][680/1253] lr: 2.052e-01, eta: 4 days, 5:26:00, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3031, top5_acc: 0.5500, loss_cls: 3.2286, loss: 3.2286, grad_norm: 1.3971 2020-07-17 05:23:56,587 - mmaction - INFO - Epoch [23][700/1253] lr: 2.053e-01, eta: 4 days, 5:25:03, time: 1.093, data_time: 0.002, memory: 9061, top1_acc: 0.3130, top5_acc: 0.5680, loss_cls: 3.1800, loss: 3.1800, grad_norm: 1.4548 2020-07-17 05:24:18,629 - mmaction - INFO - Epoch [23][720/1253] lr: 2.055e-01, eta: 4 days, 5:24:08, time: 1.103, data_time: 0.004, memory: 9061, top1_acc: 0.3068, top5_acc: 0.5565, loss_cls: 3.2115, loss: 3.2115, grad_norm: 1.4073 2020-07-17 05:24:40,543 - mmaction - INFO - Epoch [23][740/1253] lr: 2.056e-01, eta: 4 days, 5:23:12, time: 1.096, data_time: 0.003, memory: 9061, top1_acc: 0.3010, top5_acc: 0.5586, loss_cls: 3.2062, loss: 3.2062, grad_norm: 1.3983 2020-07-17 05:25:02,230 - mmaction - INFO - Epoch [23][760/1253] lr: 2.057e-01, eta: 4 days, 5:22:13, time: 1.085, data_time: 0.002, memory: 9061, top1_acc: 0.3078, top5_acc: 0.5518, loss_cls: 3.2176, loss: 3.2176, grad_norm: 1.4508 2020-07-17 05:25:23,994 - mmaction - INFO - Epoch [23][780/1253] lr: 2.058e-01, eta: 4 days, 5:21:15, time: 1.088, data_time: 0.002, memory: 9061, top1_acc: 0.3034, top5_acc: 0.5518, loss_cls: 3.2237, loss: 3.2237, grad_norm: 1.3818 2020-07-17 05:25:45,644 - mmaction - INFO - Epoch [23][800/1253] lr: 2.060e-01, eta: 4 days, 5:20:16, time: 1.082, data_time: 0.003, memory: 9061, top1_acc: 0.3057, top5_acc: 0.5620, loss_cls: 3.2056, loss: 3.2056, grad_norm: 1.4107 2020-07-17 05:26:07,384 - mmaction - INFO - Epoch [23][820/1253] lr: 2.061e-01, eta: 4 days, 5:19:18, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3247, top5_acc: 0.5740, loss_cls: 3.1253, loss: 3.1253, grad_norm: 1.3954 2020-07-17 05:26:29,239 - mmaction - INFO - Epoch [23][840/1253] lr: 2.062e-01, eta: 4 days, 5:18:21, time: 1.093, data_time: 0.003, memory: 9061, top1_acc: 0.3161, top5_acc: 0.5698, loss_cls: 3.1965, loss: 3.1965, grad_norm: 1.4147 2020-07-17 05:26:50,965 - mmaction - INFO - Epoch [23][860/1253] lr: 2.063e-01, eta: 4 days, 5:17:23, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.2995, top5_acc: 0.5495, loss_cls: 3.2347, loss: 3.2347, grad_norm: 1.4159 2020-07-17 05:27:12,733 - mmaction - INFO - Epoch [23][880/1253] lr: 2.065e-01, eta: 4 days, 5:16:26, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.3073, top5_acc: 0.5695, loss_cls: 3.1420, loss: 3.1420, grad_norm: 1.4208 2020-07-17 05:27:34,401 - mmaction - INFO - Epoch [23][900/1253] lr: 2.066e-01, eta: 4 days, 5:15:27, time: 1.083, data_time: 0.002, memory: 9061, top1_acc: 0.3049, top5_acc: 0.5568, loss_cls: 3.2159, loss: 3.2159, grad_norm: 1.3888 2020-07-17 05:27:56,010 - mmaction - INFO - Epoch [23][920/1253] lr: 2.067e-01, eta: 4 days, 5:14:28, time: 1.080, data_time: 0.002, memory: 9061, top1_acc: 0.3003, top5_acc: 0.5578, loss_cls: 3.2142, loss: 3.2142, grad_norm: 1.3849 2020-07-17 05:28:17,903 - mmaction - INFO - Epoch [23][940/1253] lr: 2.068e-01, eta: 4 days, 5:13:31, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.3104, top5_acc: 0.5703, loss_cls: 3.1682, loss: 3.1682, grad_norm: 1.4059 2020-07-17 05:28:39,719 - mmaction - INFO - Epoch [23][960/1253] lr: 2.070e-01, eta: 4 days, 5:12:35, time: 1.093, data_time: 0.006, memory: 9061, top1_acc: 0.3086, top5_acc: 0.5602, loss_cls: 3.2033, loss: 3.2033, grad_norm: 1.4062 2020-07-17 05:29:01,536 - mmaction - INFO - Epoch [23][980/1253] lr: 2.071e-01, eta: 4 days, 5:11:38, time: 1.092, data_time: 0.002, memory: 9061, top1_acc: 0.3188, top5_acc: 0.5695, loss_cls: 3.1403, loss: 3.1403, grad_norm: 1.3820 2020-07-17 05:29:23,454 - mmaction - INFO - Epoch [23][1000/1253] lr: 2.072e-01, eta: 4 days, 5:10:42, time: 1.094, data_time: 0.001, memory: 9061, top1_acc: 0.3193, top5_acc: 0.5599, loss_cls: 3.1509, loss: 3.1509, grad_norm: 1.4224 2020-07-17 05:29:45,281 - mmaction - INFO - Epoch [23][1020/1253] lr: 2.073e-01, eta: 4 days, 5:09:46, time: 1.092, data_time: 0.005, memory: 9061, top1_acc: 0.3073, top5_acc: 0.5599, loss_cls: 3.1998, loss: 3.1998, grad_norm: 1.4295 2020-07-17 05:30:07,169 - mmaction - INFO - Epoch [23][1040/1253] lr: 2.075e-01, eta: 4 days, 5:08:49, time: 1.093, data_time: 0.003, memory: 9061, top1_acc: 0.3076, top5_acc: 0.5648, loss_cls: 3.2069, loss: 3.2069, grad_norm: 1.4295 2020-07-17 05:30:29,992 - mmaction - INFO - Epoch [23][1060/1253] lr: 2.076e-01, eta: 4 days, 5:08:03, time: 1.143, data_time: 0.004, memory: 9061, top1_acc: 0.3039, top5_acc: 0.5646, loss_cls: 3.2061, loss: 3.2061, grad_norm: 1.3882 2020-07-17 05:30:51,829 - mmaction - INFO - Epoch [23][1080/1253] lr: 2.077e-01, eta: 4 days, 5:07:07, time: 1.091, data_time: 0.002, memory: 9061, top1_acc: 0.3096, top5_acc: 0.5589, loss_cls: 3.1807, loss: 3.1807, grad_norm: 1.4261 2020-07-17 05:31:13,600 - mmaction - INFO - Epoch [23][1100/1253] lr: 2.078e-01, eta: 4 days, 5:06:10, time: 1.091, data_time: 0.004, memory: 9061, top1_acc: 0.3188, top5_acc: 0.5594, loss_cls: 3.1852, loss: 3.1852, grad_norm: 1.4224 2020-07-17 05:31:35,417 - mmaction - INFO - Epoch [23][1120/1253] lr: 2.080e-01, eta: 4 days, 5:05:13, time: 1.091, data_time: 0.001, memory: 9061, top1_acc: 0.2961, top5_acc: 0.5547, loss_cls: 3.2473, loss: 3.2473, grad_norm: 1.3956 2020-07-17 05:31:57,340 - mmaction - INFO - Epoch [23][1140/1253] lr: 2.081e-01, eta: 4 days, 5:04:18, time: 1.094, data_time: 0.001, memory: 9061, top1_acc: 0.3003, top5_acc: 0.5544, loss_cls: 3.2182, loss: 3.2182, grad_norm: 1.4174 2020-07-17 05:32:19,055 - mmaction - INFO - Epoch [23][1160/1253] lr: 2.082e-01, eta: 4 days, 5:03:20, time: 1.087, data_time: 0.004, memory: 9061, top1_acc: 0.2958, top5_acc: 0.5555, loss_cls: 3.2357, loss: 3.2357, grad_norm: 1.4036 2020-07-17 05:32:40,890 - mmaction - INFO - Epoch [23][1180/1253] lr: 2.083e-01, eta: 4 days, 5:02:24, time: 1.090, data_time: 0.002, memory: 9061, top1_acc: 0.3060, top5_acc: 0.5716, loss_cls: 3.1809, loss: 3.1809, grad_norm: 1.4050 2020-07-17 05:33:02,709 - mmaction - INFO - Epoch [23][1200/1253] lr: 2.085e-01, eta: 4 days, 5:01:28, time: 1.092, data_time: 0.004, memory: 9061, top1_acc: 0.3109, top5_acc: 0.5542, loss_cls: 3.2034, loss: 3.2034, grad_norm: 1.3864 2020-07-17 05:33:24,528 - mmaction - INFO - Epoch [23][1220/1253] lr: 2.086e-01, eta: 4 days, 5:00:31, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.3076, top5_acc: 0.5672, loss_cls: 3.1998, loss: 3.1998, grad_norm: 1.4072 2020-07-17 05:33:46,387 - mmaction - INFO - Epoch [23][1240/1253] lr: 2.087e-01, eta: 4 days, 4:59:36, time: 1.093, data_time: 0.003, memory: 9061, top1_acc: 0.3180, top5_acc: 0.5617, loss_cls: 3.1770, loss: 3.1770, grad_norm: 1.3920 2020-07-17 05:37:25,814 - mmaction - INFO - Epoch [24][20/1253] lr: 2.086e-01, eta: 4 days, 5:25:25, time: 9.910, data_time: 8.741, memory: 9061, top1_acc: 0.3201, top5_acc: 0.5708, loss_cls: 3.1532, loss: 3.1532, grad_norm: 1.4480 2020-07-17 05:37:47,618 - mmaction - INFO - Epoch [24][40/1253] lr: 2.087e-01, eta: 4 days, 5:24:27, time: 1.089, data_time: 0.002, memory: 9061, top1_acc: 0.3320, top5_acc: 0.5719, loss_cls: 3.1197, loss: 3.1197, grad_norm: 1.4220 2020-07-17 05:38:09,427 - mmaction - INFO - Epoch [24][60/1253] lr: 2.088e-01, eta: 4 days, 5:23:30, time: 1.092, data_time: 0.004, memory: 9061, top1_acc: 0.3211, top5_acc: 0.5771, loss_cls: 3.1128, loss: 3.1128, grad_norm: 1.4186 2020-07-17 05:38:31,173 - mmaction - INFO - Epoch [24][80/1253] lr: 2.089e-01, eta: 4 days, 5:22:32, time: 1.087, data_time: 0.002, memory: 9061, top1_acc: 0.3138, top5_acc: 0.5568, loss_cls: 3.1855, loss: 3.1855, grad_norm: 1.4154 2020-07-17 05:38:52,845 - mmaction - INFO - Epoch [24][100/1253] lr: 2.091e-01, eta: 4 days, 5:21:33, time: 1.084, data_time: 0.002, memory: 9061, top1_acc: 0.3102, top5_acc: 0.5529, loss_cls: 3.2036, loss: 3.2036, grad_norm: 1.4432 2020-07-17 05:39:14,653 - mmaction - INFO - Epoch [24][120/1253] lr: 2.092e-01, eta: 4 days, 5:20:36, time: 1.089, data_time: 0.002, memory: 9061, top1_acc: 0.3138, top5_acc: 0.5576, loss_cls: 3.1768, loss: 3.1768, grad_norm: 1.3792 2020-07-17 05:39:36,459 - mmaction - INFO - Epoch [24][140/1253] lr: 2.093e-01, eta: 4 days, 5:19:39, time: 1.092, data_time: 0.004, memory: 9061, top1_acc: 0.3112, top5_acc: 0.5656, loss_cls: 3.1591, loss: 3.1591, grad_norm: 1.4126 2020-07-17 05:39:58,182 - mmaction - INFO - Epoch [24][160/1253] lr: 2.094e-01, eta: 4 days, 5:18:41, time: 1.086, data_time: 0.002, memory: 9061, top1_acc: 0.3065, top5_acc: 0.5625, loss_cls: 3.1921, loss: 3.1921, grad_norm: 1.4379 2020-07-17 05:40:19,877 - mmaction - INFO - Epoch [24][180/1253] lr: 2.096e-01, eta: 4 days, 5:17:43, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3031, top5_acc: 0.5521, loss_cls: 3.2188, loss: 3.2188, grad_norm: 1.3747 2020-07-17 05:40:41,608 - mmaction - INFO - Epoch [24][200/1253] lr: 2.097e-01, eta: 4 days, 5:16:45, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3203, top5_acc: 0.5758, loss_cls: 3.1370, loss: 3.1370, grad_norm: 1.4033 2020-07-17 05:41:03,405 - mmaction - INFO - Epoch [24][220/1253] lr: 2.098e-01, eta: 4 days, 5:15:48, time: 1.090, data_time: 0.006, memory: 9061, top1_acc: 0.3224, top5_acc: 0.5779, loss_cls: 3.0947, loss: 3.0947, grad_norm: 1.4127 2020-07-17 05:41:25,152 - mmaction - INFO - Epoch [24][240/1253] lr: 2.099e-01, eta: 4 days, 5:14:50, time: 1.086, data_time: 0.002, memory: 9061, top1_acc: 0.3188, top5_acc: 0.5625, loss_cls: 3.1606, loss: 3.1606, grad_norm: 1.3986 2020-07-17 05:41:47,007 - mmaction - INFO - Epoch [24][260/1253] lr: 2.100e-01, eta: 4 days, 5:13:54, time: 1.094, data_time: 0.003, memory: 9061, top1_acc: 0.3029, top5_acc: 0.5745, loss_cls: 3.1546, loss: 3.1546, grad_norm: 1.4475 2020-07-17 05:42:08,680 - mmaction - INFO - Epoch [24][280/1253] lr: 2.102e-01, eta: 4 days, 5:12:55, time: 1.082, data_time: 0.002, memory: 9061, top1_acc: 0.3107, top5_acc: 0.5581, loss_cls: 3.1958, loss: 3.1958, grad_norm: 1.4095 2020-07-17 05:42:30,488 - mmaction - INFO - Epoch [24][300/1253] lr: 2.103e-01, eta: 4 days, 5:11:58, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.3161, top5_acc: 0.5622, loss_cls: 3.1791, loss: 3.1791, grad_norm: 1.4184 2020-07-17 05:42:52,226 - mmaction - INFO - Epoch [24][320/1253] lr: 2.104e-01, eta: 4 days, 5:11:01, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3227, top5_acc: 0.5745, loss_cls: 3.1105, loss: 3.1105, grad_norm: 1.3919 2020-07-17 05:43:13,945 - mmaction - INFO - Epoch [24][340/1253] lr: 2.105e-01, eta: 4 days, 5:10:04, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3091, top5_acc: 0.5701, loss_cls: 3.1572, loss: 3.1572, grad_norm: 1.4153 2020-07-17 05:43:35,734 - mmaction - INFO - Epoch [24][360/1253] lr: 2.107e-01, eta: 4 days, 5:09:07, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3109, top5_acc: 0.5607, loss_cls: 3.1712, loss: 3.1712, grad_norm: 1.4182 2020-07-17 05:43:57,456 - mmaction - INFO - Epoch [24][380/1253] lr: 2.108e-01, eta: 4 days, 5:08:10, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.2945, top5_acc: 0.5555, loss_cls: 3.2118, loss: 3.2118, grad_norm: 1.4076 2020-07-17 05:44:19,178 - mmaction - INFO - Epoch [24][400/1253] lr: 2.109e-01, eta: 4 days, 5:07:12, time: 1.084, data_time: 0.001, memory: 9061, top1_acc: 0.3237, top5_acc: 0.5750, loss_cls: 3.1352, loss: 3.1352, grad_norm: 1.4192 2020-07-17 05:44:40,924 - mmaction - INFO - Epoch [24][420/1253] lr: 2.110e-01, eta: 4 days, 5:06:14, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3190, top5_acc: 0.5758, loss_cls: 3.0912, loss: 3.0912, grad_norm: 1.4083 2020-07-17 05:45:02,638 - mmaction - INFO - Epoch [24][440/1253] lr: 2.112e-01, eta: 4 days, 5:05:17, time: 1.086, data_time: 0.004, memory: 9061, top1_acc: 0.3109, top5_acc: 0.5734, loss_cls: 3.1568, loss: 3.1568, grad_norm: 1.4194 2020-07-17 05:45:24,478 - mmaction - INFO - Epoch [24][460/1253] lr: 2.113e-01, eta: 4 days, 5:04:21, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.3096, top5_acc: 0.5648, loss_cls: 3.1727, loss: 3.1727, grad_norm: 1.4375 2020-07-17 05:45:46,168 - mmaction - INFO - Epoch [24][480/1253] lr: 2.114e-01, eta: 4 days, 5:03:24, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3039, top5_acc: 0.5539, loss_cls: 3.2128, loss: 3.2128, grad_norm: 1.4042 2020-07-17 05:46:07,970 - mmaction - INFO - Epoch [24][500/1253] lr: 2.115e-01, eta: 4 days, 5:02:27, time: 1.089, data_time: 0.002, memory: 9061, top1_acc: 0.3112, top5_acc: 0.5753, loss_cls: 3.1659, loss: 3.1659, grad_norm: 1.3916 2020-07-17 05:46:29,619 - mmaction - INFO - Epoch [24][520/1253] lr: 2.117e-01, eta: 4 days, 5:01:29, time: 1.083, data_time: 0.004, memory: 9061, top1_acc: 0.3260, top5_acc: 0.5779, loss_cls: 3.1086, loss: 3.1086, grad_norm: 1.3854 2020-07-17 05:46:51,528 - mmaction - INFO - Epoch [24][540/1253] lr: 2.118e-01, eta: 4 days, 5:00:34, time: 1.096, data_time: 0.004, memory: 9061, top1_acc: 0.3172, top5_acc: 0.5753, loss_cls: 3.0867, loss: 3.0867, grad_norm: 1.3983 2020-07-17 05:47:13,266 - mmaction - INFO - Epoch [24][560/1253] lr: 2.119e-01, eta: 4 days, 4:59:37, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3062, top5_acc: 0.5581, loss_cls: 3.1990, loss: 3.1990, grad_norm: 1.4304 2020-07-17 05:47:35,133 - mmaction - INFO - Epoch [24][580/1253] lr: 2.120e-01, eta: 4 days, 4:58:42, time: 1.094, data_time: 0.003, memory: 9061, top1_acc: 0.3023, top5_acc: 0.5617, loss_cls: 3.1989, loss: 3.1989, grad_norm: 1.3898 2020-07-17 05:47:56,973 - mmaction - INFO - Epoch [24][600/1253] lr: 2.122e-01, eta: 4 days, 4:57:46, time: 1.092, data_time: 0.002, memory: 9061, top1_acc: 0.3031, top5_acc: 0.5453, loss_cls: 3.2541, loss: 3.2541, grad_norm: 1.4058 2020-07-17 05:48:18,846 - mmaction - INFO - Epoch [24][620/1253] lr: 2.123e-01, eta: 4 days, 4:56:50, time: 1.091, data_time: 0.002, memory: 9061, top1_acc: 0.3307, top5_acc: 0.5724, loss_cls: 3.1219, loss: 3.1219, grad_norm: 1.3956 2020-07-17 05:48:40,658 - mmaction - INFO - Epoch [24][640/1253] lr: 2.124e-01, eta: 4 days, 4:55:55, time: 1.093, data_time: 0.004, memory: 9061, top1_acc: 0.3057, top5_acc: 0.5646, loss_cls: 3.1717, loss: 3.1717, grad_norm: 1.3911 2020-07-17 05:49:02,429 - mmaction - INFO - Epoch [24][660/1253] lr: 2.125e-01, eta: 4 days, 4:54:58, time: 1.088, data_time: 0.002, memory: 9061, top1_acc: 0.3057, top5_acc: 0.5591, loss_cls: 3.1867, loss: 3.1867, grad_norm: 1.4144 2020-07-17 05:49:24,185 - mmaction - INFO - Epoch [24][680/1253] lr: 2.127e-01, eta: 4 days, 4:54:02, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.2995, top5_acc: 0.5565, loss_cls: 3.2097, loss: 3.2097, grad_norm: 1.3838 2020-07-17 05:49:45,890 - mmaction - INFO - Epoch [24][700/1253] lr: 2.128e-01, eta: 4 days, 4:53:05, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3128, top5_acc: 0.5695, loss_cls: 3.1643, loss: 3.1643, grad_norm: 1.4070 2020-07-17 05:50:07,706 - mmaction - INFO - Epoch [24][720/1253] lr: 2.129e-01, eta: 4 days, 4:52:09, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.3206, top5_acc: 0.5693, loss_cls: 3.1443, loss: 3.1443, grad_norm: 1.4237 2020-07-17 05:50:29,503 - mmaction - INFO - Epoch [24][740/1253] lr: 2.130e-01, eta: 4 days, 4:51:13, time: 1.090, data_time: 0.011, memory: 9061, top1_acc: 0.3070, top5_acc: 0.5641, loss_cls: 3.1836, loss: 3.1836, grad_norm: 1.4106 2020-07-17 05:50:51,287 - mmaction - INFO - Epoch [24][760/1253] lr: 2.132e-01, eta: 4 days, 4:50:17, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3029, top5_acc: 0.5573, loss_cls: 3.1944, loss: 3.1944, grad_norm: 1.3846 2020-07-17 05:51:12,956 - mmaction - INFO - Epoch [24][780/1253] lr: 2.133e-01, eta: 4 days, 4:49:20, time: 1.083, data_time: 0.003, memory: 9061, top1_acc: 0.3177, top5_acc: 0.5729, loss_cls: 3.1296, loss: 3.1296, grad_norm: 1.3872 2020-07-17 05:51:34,735 - mmaction - INFO - Epoch [24][800/1253] lr: 2.134e-01, eta: 4 days, 4:48:24, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3242, top5_acc: 0.5813, loss_cls: 3.1187, loss: 3.1187, grad_norm: 1.3975 2020-07-17 05:51:56,839 - mmaction - INFO - Epoch [24][820/1253] lr: 2.135e-01, eta: 4 days, 4:47:32, time: 1.106, data_time: 0.020, memory: 9061, top1_acc: 0.2914, top5_acc: 0.5289, loss_cls: 3.3113, loss: 3.3113, grad_norm: 1.3926 2020-07-17 05:52:18,668 - mmaction - INFO - Epoch [24][840/1253] lr: 2.137e-01, eta: 4 days, 4:46:36, time: 1.091, data_time: 0.002, memory: 9061, top1_acc: 0.3240, top5_acc: 0.5828, loss_cls: 3.1061, loss: 3.1061, grad_norm: 1.3645 2020-07-17 05:52:40,460 - mmaction - INFO - Epoch [24][860/1253] lr: 2.138e-01, eta: 4 days, 4:45:40, time: 1.088, data_time: 0.002, memory: 9061, top1_acc: 0.3016, top5_acc: 0.5477, loss_cls: 3.2410, loss: 3.2410, grad_norm: 1.4017 2020-07-17 05:53:02,427 - mmaction - INFO - Epoch [24][880/1253] lr: 2.139e-01, eta: 4 days, 4:44:47, time: 1.099, data_time: 0.004, memory: 9061, top1_acc: 0.3214, top5_acc: 0.5497, loss_cls: 3.1711, loss: 3.1711, grad_norm: 1.3937 2020-07-17 05:53:24,118 - mmaction - INFO - Epoch [24][900/1253] lr: 2.140e-01, eta: 4 days, 4:43:50, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3039, top5_acc: 0.5615, loss_cls: 3.2135, loss: 3.2135, grad_norm: 1.4137 2020-07-17 05:53:46,002 - mmaction - INFO - Epoch [24][920/1253] lr: 2.141e-01, eta: 4 days, 4:42:55, time: 1.091, data_time: 0.001, memory: 9061, top1_acc: 0.3096, top5_acc: 0.5732, loss_cls: 3.1488, loss: 3.1488, grad_norm: 1.4117 2020-07-17 05:54:07,714 - mmaction - INFO - Epoch [24][940/1253] lr: 2.143e-01, eta: 4 days, 4:41:59, time: 1.087, data_time: 0.004, memory: 9061, top1_acc: 0.3065, top5_acc: 0.5583, loss_cls: 3.2048, loss: 3.2048, grad_norm: 1.3877 2020-07-17 05:54:29,463 - mmaction - INFO - Epoch [24][960/1253] lr: 2.144e-01, eta: 4 days, 4:41:03, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3130, top5_acc: 0.5617, loss_cls: 3.1788, loss: 3.1788, grad_norm: 1.3835 2020-07-17 05:54:51,227 - mmaction - INFO - Epoch [24][980/1253] lr: 2.145e-01, eta: 4 days, 4:40:08, time: 1.088, data_time: 0.002, memory: 9061, top1_acc: 0.3167, top5_acc: 0.5680, loss_cls: 3.1659, loss: 3.1659, grad_norm: 1.3964 2020-07-17 05:55:13,013 - mmaction - INFO - Epoch [24][1000/1253] lr: 2.146e-01, eta: 4 days, 4:39:12, time: 1.088, data_time: 0.002, memory: 9061, top1_acc: 0.3151, top5_acc: 0.5714, loss_cls: 3.1521, loss: 3.1521, grad_norm: 1.4278 2020-07-17 05:55:34,821 - mmaction - INFO - Epoch [24][1020/1253] lr: 2.148e-01, eta: 4 days, 4:38:17, time: 1.091, data_time: 0.004, memory: 9061, top1_acc: 0.2956, top5_acc: 0.5523, loss_cls: 3.2502, loss: 3.2502, grad_norm: 1.4016 2020-07-17 05:55:56,508 - mmaction - INFO - Epoch [24][1040/1253] lr: 2.149e-01, eta: 4 days, 4:37:21, time: 1.084, data_time: 0.002, memory: 9061, top1_acc: 0.2966, top5_acc: 0.5406, loss_cls: 3.2700, loss: 3.2700, grad_norm: 1.3784 2020-07-17 05:56:18,356 - mmaction - INFO - Epoch [24][1060/1253] lr: 2.150e-01, eta: 4 days, 4:36:26, time: 1.090, data_time: 0.002, memory: 9061, top1_acc: 0.3268, top5_acc: 0.5836, loss_cls: 3.1026, loss: 3.1026, grad_norm: 1.3690 2020-07-17 05:56:40,097 - mmaction - INFO - Epoch [24][1080/1253] lr: 2.151e-01, eta: 4 days, 4:35:30, time: 1.087, data_time: 0.004, memory: 9061, top1_acc: 0.3172, top5_acc: 0.5560, loss_cls: 3.1686, loss: 3.1686, grad_norm: 1.3973 2020-07-17 05:57:01,895 - mmaction - INFO - Epoch [24][1100/1253] lr: 2.153e-01, eta: 4 days, 4:34:35, time: 1.091, data_time: 0.005, memory: 9061, top1_acc: 0.3109, top5_acc: 0.5701, loss_cls: 3.1575, loss: 3.1575, grad_norm: 1.3970 2020-07-17 05:57:23,688 - mmaction - INFO - Epoch [24][1120/1253] lr: 2.154e-01, eta: 4 days, 4:33:40, time: 1.090, data_time: 0.004, memory: 9061, top1_acc: 0.3076, top5_acc: 0.5622, loss_cls: 3.1993, loss: 3.1993, grad_norm: 1.4057 2020-07-17 05:57:45,611 - mmaction - INFO - Epoch [24][1140/1253] lr: 2.155e-01, eta: 4 days, 4:32:47, time: 1.098, data_time: 0.003, memory: 9061, top1_acc: 0.3023, top5_acc: 0.5581, loss_cls: 3.1933, loss: 3.1933, grad_norm: 1.3845 2020-07-17 05:58:07,345 - mmaction - INFO - Epoch [24][1160/1253] lr: 2.156e-01, eta: 4 days, 4:31:51, time: 1.085, data_time: 0.001, memory: 9061, top1_acc: 0.3156, top5_acc: 0.5760, loss_cls: 3.1286, loss: 3.1286, grad_norm: 1.3954 2020-07-17 05:58:29,053 - mmaction - INFO - Epoch [24][1180/1253] lr: 2.158e-01, eta: 4 days, 4:30:55, time: 1.085, data_time: 0.002, memory: 9061, top1_acc: 0.3052, top5_acc: 0.5698, loss_cls: 3.1836, loss: 3.1836, grad_norm: 1.4372 2020-07-17 05:58:50,764 - mmaction - INFO - Epoch [24][1200/1253] lr: 2.159e-01, eta: 4 days, 4:30:00, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.2969, top5_acc: 0.5510, loss_cls: 3.2742, loss: 3.2742, grad_norm: 1.3881 2020-07-17 05:59:12,522 - mmaction - INFO - Epoch [24][1220/1253] lr: 2.160e-01, eta: 4 days, 4:29:05, time: 1.089, data_time: 0.004, memory: 9061, top1_acc: 0.3003, top5_acc: 0.5589, loss_cls: 3.1843, loss: 3.1843, grad_norm: 1.3697 2020-07-17 05:59:34,323 - mmaction - INFO - Epoch [24][1240/1253] lr: 2.161e-01, eta: 4 days, 4:28:10, time: 1.089, data_time: 0.002, memory: 9061, top1_acc: 0.3104, top5_acc: 0.5654, loss_cls: 3.1795, loss: 3.1795, grad_norm: 1.4039 2020-07-17 05:59:55,040 - mmaction - INFO - Saving checkpoint at 24 epochs 2020-07-17 06:03:32,847 - mmaction - INFO - Epoch [25][20/1253] lr: 2.160e-01, eta: 4 days, 4:55:30, time: 10.757, data_time: 9.488, memory: 9061, top1_acc: 0.3109, top5_acc: 0.5826, loss_cls: 3.1044, loss: 3.1044, grad_norm: 1.3753 2020-07-17 06:03:54,697 - mmaction - INFO - Epoch [25][40/1253] lr: 2.161e-01, eta: 4 days, 4:54:35, time: 1.096, data_time: 0.006, memory: 9061, top1_acc: 0.3026, top5_acc: 0.5508, loss_cls: 3.2211, loss: 3.2211, grad_norm: 1.4370 2020-07-17 06:04:16,389 - mmaction - INFO - Epoch [25][60/1253] lr: 2.162e-01, eta: 4 days, 4:53:39, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3122, top5_acc: 0.5688, loss_cls: 3.1993, loss: 3.1993, grad_norm: 1.3895 2020-07-17 06:04:38,240 - mmaction - INFO - Epoch [25][80/1253] lr: 2.163e-01, eta: 4 days, 4:52:43, time: 1.093, data_time: 0.003, memory: 9061, top1_acc: 0.3154, top5_acc: 0.5661, loss_cls: 3.1701, loss: 3.1701, grad_norm: 1.3677 2020-07-17 06:05:00,162 - mmaction - INFO - Epoch [25][100/1253] lr: 2.165e-01, eta: 4 days, 4:51:49, time: 1.098, data_time: 0.003, memory: 9061, top1_acc: 0.3219, top5_acc: 0.5799, loss_cls: 3.0961, loss: 3.0961, grad_norm: 1.3931 2020-07-17 06:05:21,830 - mmaction - INFO - Epoch [25][120/1253] lr: 2.166e-01, eta: 4 days, 4:50:52, time: 1.081, data_time: 0.001, memory: 9061, top1_acc: 0.3216, top5_acc: 0.5674, loss_cls: 3.1340, loss: 3.1340, grad_norm: 1.3979 2020-07-17 06:05:43,534 - mmaction - INFO - Epoch [25][140/1253] lr: 2.167e-01, eta: 4 days, 4:49:55, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3201, top5_acc: 0.5789, loss_cls: 3.1191, loss: 3.1191, grad_norm: 1.3962 2020-07-17 06:06:05,129 - mmaction - INFO - Epoch [25][160/1253] lr: 2.168e-01, eta: 4 days, 4:48:58, time: 1.081, data_time: 0.004, memory: 9061, top1_acc: 0.3188, top5_acc: 0.5721, loss_cls: 3.1538, loss: 3.1538, grad_norm: 1.4215 2020-07-17 06:06:26,806 - mmaction - INFO - Epoch [25][180/1253] lr: 2.169e-01, eta: 4 days, 4:48:01, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3060, top5_acc: 0.5688, loss_cls: 3.1535, loss: 3.1535, grad_norm: 1.3931 2020-07-17 06:06:48,608 - mmaction - INFO - Epoch [25][200/1253] lr: 2.171e-01, eta: 4 days, 4:47:05, time: 1.090, data_time: 0.002, memory: 9061, top1_acc: 0.3125, top5_acc: 0.5792, loss_cls: 3.1385, loss: 3.1385, grad_norm: 1.3977 2020-07-17 06:07:10,405 - mmaction - INFO - Epoch [25][220/1253] lr: 2.172e-01, eta: 4 days, 4:46:10, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.3141, top5_acc: 0.5664, loss_cls: 3.1318, loss: 3.1318, grad_norm: 1.4045 2020-07-17 06:07:32,101 - mmaction - INFO - Epoch [25][240/1253] lr: 2.173e-01, eta: 4 days, 4:45:14, time: 1.086, data_time: 0.002, memory: 9061, top1_acc: 0.3198, top5_acc: 0.5740, loss_cls: 3.1351, loss: 3.1351, grad_norm: 1.4011 2020-07-17 06:07:53,744 - mmaction - INFO - Epoch [25][260/1253] lr: 2.174e-01, eta: 4 days, 4:44:16, time: 1.080, data_time: 0.001, memory: 9061, top1_acc: 0.2951, top5_acc: 0.5552, loss_cls: 3.2188, loss: 3.2188, grad_norm: 1.4411 2020-07-17 06:08:15,644 - mmaction - INFO - Epoch [25][280/1253] lr: 2.176e-01, eta: 4 days, 4:43:22, time: 1.094, data_time: 0.003, memory: 9061, top1_acc: 0.3078, top5_acc: 0.5534, loss_cls: 3.2299, loss: 3.2299, grad_norm: 1.3873 2020-07-17 06:08:37,551 - mmaction - INFO - Epoch [25][300/1253] lr: 2.177e-01, eta: 4 days, 4:42:27, time: 1.093, data_time: 0.004, memory: 9061, top1_acc: 0.3211, top5_acc: 0.5807, loss_cls: 3.1357, loss: 3.1357, grad_norm: 1.3741 2020-07-17 06:08:59,417 - mmaction - INFO - Epoch [25][320/1253] lr: 2.178e-01, eta: 4 days, 4:41:33, time: 1.098, data_time: 0.006, memory: 9061, top1_acc: 0.3268, top5_acc: 0.5786, loss_cls: 3.1277, loss: 3.1277, grad_norm: 1.3979 2020-07-17 06:09:21,198 - mmaction - INFO - Epoch [25][340/1253] lr: 2.179e-01, eta: 4 days, 4:40:38, time: 1.088, data_time: 0.002, memory: 9061, top1_acc: 0.3052, top5_acc: 0.5589, loss_cls: 3.2184, loss: 3.2184, grad_norm: 1.4219 2020-07-17 06:09:42,954 - mmaction - INFO - Epoch [25][360/1253] lr: 2.181e-01, eta: 4 days, 4:39:42, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3018, top5_acc: 0.5492, loss_cls: 3.2317, loss: 3.2317, grad_norm: 1.3955 2020-07-17 06:10:04,824 - mmaction - INFO - Epoch [25][380/1253] lr: 2.182e-01, eta: 4 days, 4:38:48, time: 1.094, data_time: 0.003, memory: 9061, top1_acc: 0.3133, top5_acc: 0.5664, loss_cls: 3.1615, loss: 3.1615, grad_norm: 1.3668 2020-07-17 06:10:26,490 - mmaction - INFO - Epoch [25][400/1253] lr: 2.183e-01, eta: 4 days, 4:37:51, time: 1.083, data_time: 0.003, memory: 9061, top1_acc: 0.3219, top5_acc: 0.5646, loss_cls: 3.1331, loss: 3.1331, grad_norm: 1.3957 2020-07-17 06:10:48,192 - mmaction - INFO - Epoch [25][420/1253] lr: 2.184e-01, eta: 4 days, 4:36:56, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3258, top5_acc: 0.5648, loss_cls: 3.1284, loss: 3.1284, grad_norm: 1.3963 2020-07-17 06:11:10,062 - mmaction - INFO - Epoch [25][440/1253] lr: 2.186e-01, eta: 4 days, 4:36:01, time: 1.094, data_time: 0.002, memory: 9061, top1_acc: 0.3161, top5_acc: 0.5706, loss_cls: 3.1421, loss: 3.1421, grad_norm: 1.4105 2020-07-17 06:11:32,200 - mmaction - INFO - Epoch [25][460/1253] lr: 2.187e-01, eta: 4 days, 4:35:10, time: 1.107, data_time: 0.002, memory: 9061, top1_acc: 0.3250, top5_acc: 0.5703, loss_cls: 3.1437, loss: 3.1437, grad_norm: 1.4078 2020-07-17 06:11:53,934 - mmaction - INFO - Epoch [25][480/1253] lr: 2.188e-01, eta: 4 days, 4:34:14, time: 1.085, data_time: 0.002, memory: 9061, top1_acc: 0.3076, top5_acc: 0.5667, loss_cls: 3.1541, loss: 3.1541, grad_norm: 1.3717 2020-07-17 06:12:15,683 - mmaction - INFO - Epoch [25][500/1253] lr: 2.189e-01, eta: 4 days, 4:33:19, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3177, top5_acc: 0.5771, loss_cls: 3.1235, loss: 3.1235, grad_norm: 1.4107 2020-07-17 06:12:37,351 - mmaction - INFO - Epoch [25][520/1253] lr: 2.191e-01, eta: 4 days, 4:32:23, time: 1.084, data_time: 0.002, memory: 9061, top1_acc: 0.3068, top5_acc: 0.5607, loss_cls: 3.2034, loss: 3.2034, grad_norm: 1.4023 2020-07-17 06:12:59,165 - mmaction - INFO - Epoch [25][540/1253] lr: 2.192e-01, eta: 4 days, 4:31:28, time: 1.090, data_time: 0.002, memory: 9061, top1_acc: 0.3229, top5_acc: 0.5701, loss_cls: 3.1422, loss: 3.1422, grad_norm: 1.3835 2020-07-17 06:13:20,818 - mmaction - INFO - Epoch [25][560/1253] lr: 2.193e-01, eta: 4 days, 4:30:32, time: 1.084, data_time: 0.002, memory: 9061, top1_acc: 0.3151, top5_acc: 0.5542, loss_cls: 3.1969, loss: 3.1969, grad_norm: 1.3960 2020-07-17 06:13:42,560 - mmaction - INFO - Epoch [25][580/1253] lr: 2.194e-01, eta: 4 days, 4:29:37, time: 1.087, data_time: 0.001, memory: 9061, top1_acc: 0.3047, top5_acc: 0.5542, loss_cls: 3.2099, loss: 3.2099, grad_norm: 1.4153 2020-07-17 06:14:04,252 - mmaction - INFO - Epoch [25][600/1253] lr: 2.196e-01, eta: 4 days, 4:28:41, time: 1.084, data_time: 0.001, memory: 9061, top1_acc: 0.3107, top5_acc: 0.5763, loss_cls: 3.1426, loss: 3.1426, grad_norm: 1.3688 2020-07-17 06:14:25,973 - mmaction - INFO - Epoch [25][620/1253] lr: 2.197e-01, eta: 4 days, 4:27:45, time: 1.084, data_time: 0.002, memory: 9061, top1_acc: 0.3164, top5_acc: 0.5664, loss_cls: 3.1680, loss: 3.1680, grad_norm: 1.3815 2020-07-17 06:14:47,805 - mmaction - INFO - Epoch [25][640/1253] lr: 2.198e-01, eta: 4 days, 4:26:51, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.3003, top5_acc: 0.5367, loss_cls: 3.2463, loss: 3.2463, grad_norm: 1.3682 2020-07-17 06:15:09,701 - mmaction - INFO - Epoch [25][660/1253] lr: 2.199e-01, eta: 4 days, 4:25:58, time: 1.097, data_time: 0.004, memory: 9061, top1_acc: 0.3081, top5_acc: 0.5583, loss_cls: 3.2071, loss: 3.2071, grad_norm: 1.4119 2020-07-17 06:15:31,649 - mmaction - INFO - Epoch [25][680/1253] lr: 2.200e-01, eta: 4 days, 4:25:04, time: 1.095, data_time: 0.002, memory: 9061, top1_acc: 0.3068, top5_acc: 0.5622, loss_cls: 3.1643, loss: 3.1643, grad_norm: 1.3452 2020-07-17 06:15:53,295 - mmaction - INFO - Epoch [25][700/1253] lr: 2.202e-01, eta: 4 days, 4:24:09, time: 1.083, data_time: 0.003, memory: 9061, top1_acc: 0.3109, top5_acc: 0.5747, loss_cls: 3.1463, loss: 3.1463, grad_norm: 1.4216 2020-07-17 06:16:15,111 - mmaction - INFO - Epoch [25][720/1253] lr: 2.203e-01, eta: 4 days, 4:23:14, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.3135, top5_acc: 0.5641, loss_cls: 3.1575, loss: 3.1575, grad_norm: 1.3867 2020-07-17 06:16:36,832 - mmaction - INFO - Epoch [25][740/1253] lr: 2.204e-01, eta: 4 days, 4:22:19, time: 1.087, data_time: 0.004, memory: 9061, top1_acc: 0.3096, top5_acc: 0.5677, loss_cls: 3.1625, loss: 3.1625, grad_norm: 1.3995 2020-07-17 06:16:58,660 - mmaction - INFO - Epoch [25][760/1253] lr: 2.205e-01, eta: 4 days, 4:21:25, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.3047, top5_acc: 0.5581, loss_cls: 3.2077, loss: 3.2077, grad_norm: 1.3973 2020-07-17 06:17:20,262 - mmaction - INFO - Epoch [25][780/1253] lr: 2.207e-01, eta: 4 days, 4:20:29, time: 1.080, data_time: 0.002, memory: 9061, top1_acc: 0.3036, top5_acc: 0.5508, loss_cls: 3.2121, loss: 3.2121, grad_norm: 1.3866 2020-07-17 06:17:42,172 - mmaction - INFO - Epoch [25][800/1253] lr: 2.208e-01, eta: 4 days, 4:19:36, time: 1.094, data_time: 0.003, memory: 9061, top1_acc: 0.3047, top5_acc: 0.5599, loss_cls: 3.1794, loss: 3.1794, grad_norm: 1.4051 2020-07-17 06:18:03,906 - mmaction - INFO - Epoch [25][820/1253] lr: 2.209e-01, eta: 4 days, 4:18:41, time: 1.088, data_time: 0.004, memory: 9061, top1_acc: 0.3023, top5_acc: 0.5591, loss_cls: 3.1903, loss: 3.1903, grad_norm: 1.3995 2020-07-17 06:18:25,690 - mmaction - INFO - Epoch [25][840/1253] lr: 2.210e-01, eta: 4 days, 4:17:47, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.3026, top5_acc: 0.5576, loss_cls: 3.2007, loss: 3.2007, grad_norm: 1.3857 2020-07-17 06:18:47,462 - mmaction - INFO - Epoch [25][860/1253] lr: 2.212e-01, eta: 4 days, 4:16:52, time: 1.087, data_time: 0.002, memory: 9061, top1_acc: 0.2984, top5_acc: 0.5388, loss_cls: 3.2768, loss: 3.2768, grad_norm: 1.3785 2020-07-17 06:19:09,236 - mmaction - INFO - Epoch [25][880/1253] lr: 2.213e-01, eta: 4 days, 4:15:59, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.3013, top5_acc: 0.5638, loss_cls: 3.1876, loss: 3.1876, grad_norm: 1.3612 2020-07-17 06:19:30,999 - mmaction - INFO - Epoch [25][900/1253] lr: 2.214e-01, eta: 4 days, 4:15:04, time: 1.085, data_time: 0.001, memory: 9061, top1_acc: 0.3263, top5_acc: 0.5833, loss_cls: 3.1182, loss: 3.1182, grad_norm: 1.3605 2020-07-17 06:19:52,696 - mmaction - INFO - Epoch [25][920/1253] lr: 2.215e-01, eta: 4 days, 4:14:09, time: 1.086, data_time: 0.004, memory: 9061, top1_acc: 0.3029, top5_acc: 0.5633, loss_cls: 3.2145, loss: 3.2145, grad_norm: 1.4011 2020-07-17 06:20:14,469 - mmaction - INFO - Epoch [25][940/1253] lr: 2.217e-01, eta: 4 days, 4:13:15, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3055, top5_acc: 0.5578, loss_cls: 3.2369, loss: 3.2369, grad_norm: 1.3809 2020-07-17 06:20:36,263 - mmaction - INFO - Epoch [25][960/1253] lr: 2.218e-01, eta: 4 days, 4:12:21, time: 1.090, data_time: 0.002, memory: 9061, top1_acc: 0.3143, top5_acc: 0.5688, loss_cls: 3.1414, loss: 3.1414, grad_norm: 1.3921 2020-07-17 06:20:58,097 - mmaction - INFO - Epoch [25][980/1253] lr: 2.219e-01, eta: 4 days, 4:11:27, time: 1.091, data_time: 0.002, memory: 9061, top1_acc: 0.3026, top5_acc: 0.5622, loss_cls: 3.1974, loss: 3.1974, grad_norm: 1.3708 2020-07-17 06:21:19,841 - mmaction - INFO - Epoch [25][1000/1253] lr: 2.220e-01, eta: 4 days, 4:10:33, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3120, top5_acc: 0.5646, loss_cls: 3.1400, loss: 3.1400, grad_norm: 1.3704 2020-07-17 06:21:41,629 - mmaction - INFO - Epoch [25][1020/1253] lr: 2.222e-01, eta: 4 days, 4:09:39, time: 1.089, data_time: 0.001, memory: 9061, top1_acc: 0.3141, top5_acc: 0.5625, loss_cls: 3.1470, loss: 3.1470, grad_norm: 1.3999 2020-07-17 06:22:03,301 - mmaction - INFO - Epoch [25][1040/1253] lr: 2.223e-01, eta: 4 days, 4:08:45, time: 1.084, data_time: 0.001, memory: 9061, top1_acc: 0.3122, top5_acc: 0.5602, loss_cls: 3.1756, loss: 3.1756, grad_norm: 1.4046 2020-07-17 06:22:24,953 - mmaction - INFO - Epoch [25][1060/1253] lr: 2.224e-01, eta: 4 days, 4:07:50, time: 1.082, data_time: 0.001, memory: 9061, top1_acc: 0.3005, top5_acc: 0.5573, loss_cls: 3.2179, loss: 3.2179, grad_norm: 1.4114 2020-07-17 06:22:46,583 - mmaction - INFO - Epoch [25][1080/1253] lr: 2.225e-01, eta: 4 days, 4:06:54, time: 1.082, data_time: 0.001, memory: 9061, top1_acc: 0.3023, top5_acc: 0.5586, loss_cls: 3.1765, loss: 3.1765, grad_norm: 1.3974 2020-07-17 06:23:08,339 - mmaction - INFO - Epoch [25][1100/1253] lr: 2.227e-01, eta: 4 days, 4:06:00, time: 1.087, data_time: 0.001, memory: 9061, top1_acc: 0.3143, top5_acc: 0.5622, loss_cls: 3.1667, loss: 3.1667, grad_norm: 1.3655 2020-07-17 06:23:29,998 - mmaction - INFO - Epoch [25][1120/1253] lr: 2.228e-01, eta: 4 days, 4:05:05, time: 1.082, data_time: 0.002, memory: 9061, top1_acc: 0.3057, top5_acc: 0.5747, loss_cls: 3.2077, loss: 3.2077, grad_norm: 1.3847 2020-07-17 06:23:51,733 - mmaction - INFO - Epoch [25][1140/1253] lr: 2.229e-01, eta: 4 days, 4:04:11, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3143, top5_acc: 0.5591, loss_cls: 3.2256, loss: 3.2256, grad_norm: 1.4038 2020-07-17 06:24:13,456 - mmaction - INFO - Epoch [25][1160/1253] lr: 2.230e-01, eta: 4 days, 4:03:17, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3052, top5_acc: 0.5607, loss_cls: 3.1977, loss: 3.1977, grad_norm: 1.3798 2020-07-17 06:24:35,152 - mmaction - INFO - Epoch [25][1180/1253] lr: 2.232e-01, eta: 4 days, 4:02:22, time: 1.083, data_time: 0.001, memory: 9061, top1_acc: 0.3148, top5_acc: 0.5615, loss_cls: 3.1532, loss: 3.1532, grad_norm: 1.3600 2020-07-17 06:24:57,066 - mmaction - INFO - Epoch [25][1200/1253] lr: 2.233e-01, eta: 4 days, 4:01:30, time: 1.095, data_time: 0.003, memory: 9061, top1_acc: 0.3172, top5_acc: 0.5633, loss_cls: 3.1510, loss: 3.1510, grad_norm: 1.3796 2020-07-17 06:25:18,796 - mmaction - INFO - Epoch [25][1220/1253] lr: 2.234e-01, eta: 4 days, 4:00:36, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3143, top5_acc: 0.5552, loss_cls: 3.2106, loss: 3.2106, grad_norm: 1.3893 2020-07-17 06:25:40,516 - mmaction - INFO - Epoch [25][1240/1253] lr: 2.235e-01, eta: 4 days, 3:59:42, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3120, top5_acc: 0.5609, loss_cls: 3.1732, loss: 3.1732, grad_norm: 1.3723 2020-07-17 06:29:25,897 - mmaction - INFO - Epoch [26][20/1253] lr: 2.233e-01, eta: 4 days, 4:23:40, time: 10.060, data_time: 8.802, memory: 9061, top1_acc: 0.3177, top5_acc: 0.5773, loss_cls: 3.1284, loss: 3.1284, grad_norm: 1.3778 2020-07-17 06:29:47,606 - mmaction - INFO - Epoch [26][40/1253] lr: 2.234e-01, eta: 4 days, 4:22:45, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3263, top5_acc: 0.5745, loss_cls: 3.1380, loss: 3.1380, grad_norm: 1.3777 2020-07-17 06:30:09,337 - mmaction - INFO - Epoch [26][60/1253] lr: 2.236e-01, eta: 4 days, 4:21:50, time: 1.087, data_time: 0.004, memory: 9061, top1_acc: 0.3263, top5_acc: 0.5768, loss_cls: 3.0879, loss: 3.0879, grad_norm: 1.3715 2020-07-17 06:30:31,905 - mmaction - INFO - Epoch [26][80/1253] lr: 2.237e-01, eta: 4 days, 4:21:03, time: 1.127, data_time: 0.003, memory: 9061, top1_acc: 0.3013, top5_acc: 0.5508, loss_cls: 3.2412, loss: 3.2412, grad_norm: 1.3856 2020-07-17 06:30:53,567 - mmaction - INFO - Epoch [26][100/1253] lr: 2.238e-01, eta: 4 days, 4:20:07, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3143, top5_acc: 0.5685, loss_cls: 3.1182, loss: 3.1182, grad_norm: 1.3799 2020-07-17 06:31:15,274 - mmaction - INFO - Epoch [26][120/1253] lr: 2.239e-01, eta: 4 days, 4:19:12, time: 1.085, data_time: 0.002, memory: 9061, top1_acc: 0.3271, top5_acc: 0.5781, loss_cls: 3.1063, loss: 3.1063, grad_norm: 1.4334 2020-07-17 06:31:36,905 - mmaction - INFO - Epoch [26][140/1253] lr: 2.241e-01, eta: 4 days, 4:18:17, time: 1.082, data_time: 0.003, memory: 9061, top1_acc: 0.3068, top5_acc: 0.5542, loss_cls: 3.2078, loss: 3.2078, grad_norm: 1.4150 2020-07-17 06:31:58,644 - mmaction - INFO - Epoch [26][160/1253] lr: 2.242e-01, eta: 4 days, 4:17:22, time: 1.086, data_time: 0.002, memory: 9061, top1_acc: 0.3086, top5_acc: 0.5589, loss_cls: 3.1644, loss: 3.1644, grad_norm: 1.3803 2020-07-17 06:32:20,397 - mmaction - INFO - Epoch [26][180/1253] lr: 2.243e-01, eta: 4 days, 4:16:28, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3076, top5_acc: 0.5591, loss_cls: 3.1840, loss: 3.1840, grad_norm: 1.3737 2020-07-17 06:32:42,190 - mmaction - INFO - Epoch [26][200/1253] lr: 2.244e-01, eta: 4 days, 4:15:34, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.3154, top5_acc: 0.5667, loss_cls: 3.1611, loss: 3.1611, grad_norm: 1.3763 2020-07-17 06:33:03,823 - mmaction - INFO - Epoch [26][220/1253] lr: 2.245e-01, eta: 4 days, 4:14:38, time: 1.082, data_time: 0.002, memory: 9061, top1_acc: 0.3221, top5_acc: 0.5813, loss_cls: 3.1220, loss: 3.1220, grad_norm: 1.3685 2020-07-17 06:33:25,545 - mmaction - INFO - Epoch [26][240/1253] lr: 2.247e-01, eta: 4 days, 4:13:44, time: 1.084, data_time: 0.002, memory: 9061, top1_acc: 0.3122, top5_acc: 0.5714, loss_cls: 3.1222, loss: 3.1222, grad_norm: 1.4099 2020-07-17 06:33:47,359 - mmaction - INFO - Epoch [26][260/1253] lr: 2.248e-01, eta: 4 days, 4:12:50, time: 1.091, data_time: 0.004, memory: 9061, top1_acc: 0.3250, top5_acc: 0.5758, loss_cls: 3.1083, loss: 3.1083, grad_norm: 1.3842 2020-07-17 06:34:09,143 - mmaction - INFO - Epoch [26][280/1253] lr: 2.249e-01, eta: 4 days, 4:11:56, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.3188, top5_acc: 0.5646, loss_cls: 3.1389, loss: 3.1389, grad_norm: 1.4238 2020-07-17 06:34:30,881 - mmaction - INFO - Epoch [26][300/1253] lr: 2.250e-01, eta: 4 days, 4:11:02, time: 1.087, data_time: 0.002, memory: 9061, top1_acc: 0.3096, top5_acc: 0.5523, loss_cls: 3.2008, loss: 3.2008, grad_norm: 1.3997 2020-07-17 06:34:52,768 - mmaction - INFO - Epoch [26][320/1253] lr: 2.252e-01, eta: 4 days, 4:10:09, time: 1.094, data_time: 0.004, memory: 9061, top1_acc: 0.3188, top5_acc: 0.5734, loss_cls: 3.1514, loss: 3.1514, grad_norm: 1.3932 2020-07-17 06:35:14,549 - mmaction - INFO - Epoch [26][340/1253] lr: 2.253e-01, eta: 4 days, 4:09:15, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.3115, top5_acc: 0.5695, loss_cls: 3.1550, loss: 3.1550, grad_norm: 1.4119 2020-07-17 06:35:36,339 - mmaction - INFO - Epoch [26][360/1253] lr: 2.254e-01, eta: 4 days, 4:08:21, time: 1.087, data_time: 0.002, memory: 9061, top1_acc: 0.3318, top5_acc: 0.5706, loss_cls: 3.1540, loss: 3.1540, grad_norm: 1.3989 2020-07-17 06:35:58,078 - mmaction - INFO - Epoch [26][380/1253] lr: 2.255e-01, eta: 4 days, 4:07:27, time: 1.089, data_time: 0.005, memory: 9061, top1_acc: 0.3156, top5_acc: 0.5664, loss_cls: 3.1504, loss: 3.1504, grad_norm: 1.4132 2020-07-17 06:36:19,751 - mmaction - INFO - Epoch [26][400/1253] lr: 2.257e-01, eta: 4 days, 4:06:33, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3109, top5_acc: 0.5719, loss_cls: 3.1534, loss: 3.1534, grad_norm: 1.3747 2020-07-17 06:36:41,409 - mmaction - INFO - Epoch [26][420/1253] lr: 2.258e-01, eta: 4 days, 4:05:38, time: 1.081, data_time: 0.001, memory: 9061, top1_acc: 0.3148, top5_acc: 0.5701, loss_cls: 3.1544, loss: 3.1544, grad_norm: 1.4055 2020-07-17 06:37:03,054 - mmaction - INFO - Epoch [26][440/1253] lr: 2.259e-01, eta: 4 days, 4:04:43, time: 1.083, data_time: 0.003, memory: 9061, top1_acc: 0.3198, top5_acc: 0.5677, loss_cls: 3.1378, loss: 3.1378, grad_norm: 1.3722 2020-07-17 06:37:24,750 - mmaction - INFO - Epoch [26][460/1253] lr: 2.260e-01, eta: 4 days, 4:03:49, time: 1.086, data_time: 0.002, memory: 9061, top1_acc: 0.3107, top5_acc: 0.5635, loss_cls: 3.1550, loss: 3.1550, grad_norm: 1.3934 2020-07-17 06:37:46,408 - mmaction - INFO - Epoch [26][480/1253] lr: 2.262e-01, eta: 4 days, 4:02:54, time: 1.082, data_time: 0.002, memory: 9061, top1_acc: 0.3125, top5_acc: 0.5596, loss_cls: 3.1797, loss: 3.1797, grad_norm: 1.4192 2020-07-17 06:38:08,040 - mmaction - INFO - Epoch [26][500/1253] lr: 2.263e-01, eta: 4 days, 4:01:59, time: 1.080, data_time: 0.002, memory: 9061, top1_acc: 0.3195, top5_acc: 0.5721, loss_cls: 3.1358, loss: 3.1358, grad_norm: 1.3926 2020-07-17 06:38:29,589 - mmaction - INFO - Epoch [26][520/1253] lr: 2.264e-01, eta: 4 days, 4:01:04, time: 1.080, data_time: 0.004, memory: 9061, top1_acc: 0.3018, top5_acc: 0.5604, loss_cls: 3.2243, loss: 3.2243, grad_norm: 1.4061 2020-07-17 06:38:51,287 - mmaction - INFO - Epoch [26][540/1253] lr: 2.265e-01, eta: 4 days, 4:00:09, time: 1.084, data_time: 0.001, memory: 9061, top1_acc: 0.3055, top5_acc: 0.5591, loss_cls: 3.2156, loss: 3.2156, grad_norm: 1.3851 2020-07-17 06:39:13,029 - mmaction - INFO - Epoch [26][560/1253] lr: 2.267e-01, eta: 4 days, 3:59:15, time: 1.086, data_time: 0.002, memory: 9061, top1_acc: 0.3122, top5_acc: 0.5497, loss_cls: 3.2014, loss: 3.2014, grad_norm: 1.3845 2020-07-17 06:39:34,610 - mmaction - INFO - Epoch [26][580/1253] lr: 2.268e-01, eta: 4 days, 3:58:20, time: 1.081, data_time: 0.003, memory: 9061, top1_acc: 0.3042, top5_acc: 0.5604, loss_cls: 3.1976, loss: 3.1976, grad_norm: 1.3970 2020-07-17 06:39:56,350 - mmaction - INFO - Epoch [26][600/1253] lr: 2.269e-01, eta: 4 days, 3:57:27, time: 1.086, data_time: 0.002, memory: 9061, top1_acc: 0.3094, top5_acc: 0.5607, loss_cls: 3.1676, loss: 3.1676, grad_norm: 1.4055 2020-07-17 06:40:18,282 - mmaction - INFO - Epoch [26][620/1253] lr: 2.270e-01, eta: 4 days, 3:56:35, time: 1.096, data_time: 0.002, memory: 9061, top1_acc: 0.3060, top5_acc: 0.5617, loss_cls: 3.1842, loss: 3.1842, grad_norm: 1.4090 2020-07-17 06:40:40,028 - mmaction - INFO - Epoch [26][640/1253] lr: 2.271e-01, eta: 4 days, 3:55:41, time: 1.087, data_time: 0.002, memory: 9061, top1_acc: 0.3271, top5_acc: 0.5768, loss_cls: 3.1145, loss: 3.1145, grad_norm: 1.3341 2020-07-17 06:41:01,927 - mmaction - INFO - Epoch [26][660/1253] lr: 2.273e-01, eta: 4 days, 3:54:49, time: 1.096, data_time: 0.003, memory: 9061, top1_acc: 0.3065, top5_acc: 0.5630, loss_cls: 3.1904, loss: 3.1904, grad_norm: 1.3563 2020-07-17 06:41:23,874 - mmaction - INFO - Epoch [26][680/1253] lr: 2.274e-01, eta: 4 days, 3:53:57, time: 1.097, data_time: 0.002, memory: 9061, top1_acc: 0.3154, top5_acc: 0.5740, loss_cls: 3.1425, loss: 3.1425, grad_norm: 1.3865 2020-07-17 06:41:45,603 - mmaction - INFO - Epoch [26][700/1253] lr: 2.275e-01, eta: 4 days, 3:53:04, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3148, top5_acc: 0.5620, loss_cls: 3.1907, loss: 3.1907, grad_norm: 1.3653 2020-07-17 06:42:07,459 - mmaction - INFO - Epoch [26][720/1253] lr: 2.276e-01, eta: 4 days, 3:52:11, time: 1.091, data_time: 0.002, memory: 9061, top1_acc: 0.3089, top5_acc: 0.5695, loss_cls: 3.1558, loss: 3.1558, grad_norm: 1.4199 2020-07-17 06:42:29,178 - mmaction - INFO - Epoch [26][740/1253] lr: 2.278e-01, eta: 4 days, 3:51:18, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3052, top5_acc: 0.5589, loss_cls: 3.1991, loss: 3.1991, grad_norm: 1.4004 2020-07-17 06:42:50,873 - mmaction - INFO - Epoch [26][760/1253] lr: 2.279e-01, eta: 4 days, 3:50:24, time: 1.087, data_time: 0.004, memory: 9061, top1_acc: 0.3047, top5_acc: 0.5573, loss_cls: 3.2364, loss: 3.2364, grad_norm: 1.3839 2020-07-17 06:43:12,561 - mmaction - INFO - Epoch [26][780/1253] lr: 2.280e-01, eta: 4 days, 3:49:31, time: 1.085, data_time: 0.001, memory: 9061, top1_acc: 0.2935, top5_acc: 0.5628, loss_cls: 3.2047, loss: 3.2047, grad_norm: 1.4296 2020-07-17 06:43:34,334 - mmaction - INFO - Epoch [26][800/1253] lr: 2.281e-01, eta: 4 days, 3:48:37, time: 1.087, data_time: 0.001, memory: 9061, top1_acc: 0.3076, top5_acc: 0.5688, loss_cls: 3.1488, loss: 3.1488, grad_norm: 1.3762 2020-07-17 06:43:56,089 - mmaction - INFO - Epoch [26][820/1253] lr: 2.283e-01, eta: 4 days, 3:47:44, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3135, top5_acc: 0.5617, loss_cls: 3.1578, loss: 3.1578, grad_norm: 1.3994 2020-07-17 06:44:17,762 - mmaction - INFO - Epoch [26][840/1253] lr: 2.284e-01, eta: 4 days, 3:46:50, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3219, top5_acc: 0.5656, loss_cls: 3.1351, loss: 3.1351, grad_norm: 1.3749 2020-07-17 06:44:39,477 - mmaction - INFO - Epoch [26][860/1253] lr: 2.285e-01, eta: 4 days, 3:45:57, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3130, top5_acc: 0.5622, loss_cls: 3.1714, loss: 3.1714, grad_norm: 1.3682 2020-07-17 06:45:01,337 - mmaction - INFO - Epoch [26][880/1253] lr: 2.286e-01, eta: 4 days, 3:45:05, time: 1.094, data_time: 0.004, memory: 9061, top1_acc: 0.3016, top5_acc: 0.5552, loss_cls: 3.2214, loss: 3.2214, grad_norm: 1.3754 2020-07-17 06:45:23,023 - mmaction - INFO - Epoch [26][900/1253] lr: 2.288e-01, eta: 4 days, 3:44:11, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3107, top5_acc: 0.5602, loss_cls: 3.1682, loss: 3.1682, grad_norm: 1.3386 2020-07-17 06:45:44,742 - mmaction - INFO - Epoch [26][920/1253] lr: 2.289e-01, eta: 4 days, 3:43:18, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3143, top5_acc: 0.5729, loss_cls: 3.1197, loss: 3.1197, grad_norm: 1.3824 2020-07-17 06:46:06,388 - mmaction - INFO - Epoch [26][940/1253] lr: 2.290e-01, eta: 4 days, 3:42:24, time: 1.080, data_time: 0.001, memory: 9061, top1_acc: 0.3104, top5_acc: 0.5510, loss_cls: 3.1900, loss: 3.1900, grad_norm: 1.3550 2020-07-17 06:46:28,135 - mmaction - INFO - Epoch [26][960/1253] lr: 2.291e-01, eta: 4 days, 3:41:31, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3250, top5_acc: 0.5742, loss_cls: 3.1389, loss: 3.1389, grad_norm: 1.3663 2020-07-17 06:46:49,822 - mmaction - INFO - Epoch [26][980/1253] lr: 2.293e-01, eta: 4 days, 3:40:38, time: 1.083, data_time: 0.003, memory: 9061, top1_acc: 0.3102, top5_acc: 0.5648, loss_cls: 3.1929, loss: 3.1929, grad_norm: 1.3783 2020-07-17 06:47:11,561 - mmaction - INFO - Epoch [26][1000/1253] lr: 2.294e-01, eta: 4 days, 3:39:45, time: 1.088, data_time: 0.004, memory: 9061, top1_acc: 0.3078, top5_acc: 0.5633, loss_cls: 3.1940, loss: 3.1940, grad_norm: 1.4020 2020-07-17 06:47:33,397 - mmaction - INFO - Epoch [26][1020/1253] lr: 2.295e-01, eta: 4 days, 3:38:53, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.3047, top5_acc: 0.5461, loss_cls: 3.2144, loss: 3.2144, grad_norm: 1.3524 2020-07-17 06:47:55,080 - mmaction - INFO - Epoch [26][1040/1253] lr: 2.296e-01, eta: 4 days, 3:38:00, time: 1.086, data_time: 0.005, memory: 9061, top1_acc: 0.3068, top5_acc: 0.5552, loss_cls: 3.1881, loss: 3.1881, grad_norm: 1.3766 2020-07-17 06:48:17,038 - mmaction - INFO - Epoch [26][1060/1253] lr: 2.297e-01, eta: 4 days, 3:37:09, time: 1.099, data_time: 0.002, memory: 9061, top1_acc: 0.3036, top5_acc: 0.5711, loss_cls: 3.1538, loss: 3.1538, grad_norm: 1.3577 2020-07-17 06:48:38,668 - mmaction - INFO - Epoch [26][1080/1253] lr: 2.299e-01, eta: 4 days, 3:36:15, time: 1.080, data_time: 0.001, memory: 9061, top1_acc: 0.3073, top5_acc: 0.5669, loss_cls: 3.1929, loss: 3.1929, grad_norm: 1.3990 2020-07-17 06:49:00,385 - mmaction - INFO - Epoch [26][1100/1253] lr: 2.300e-01, eta: 4 days, 3:35:22, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3078, top5_acc: 0.5708, loss_cls: 3.1877, loss: 3.1877, grad_norm: 1.3768 2020-07-17 06:49:22,190 - mmaction - INFO - Epoch [26][1120/1253] lr: 2.301e-01, eta: 4 days, 3:34:30, time: 1.089, data_time: 0.009, memory: 9061, top1_acc: 0.3135, top5_acc: 0.5583, loss_cls: 3.1977, loss: 3.1977, grad_norm: 1.3870 2020-07-17 06:49:43,902 - mmaction - INFO - Epoch [26][1140/1253] lr: 2.302e-01, eta: 4 days, 3:33:37, time: 1.086, data_time: 0.006, memory: 9061, top1_acc: 0.2982, top5_acc: 0.5648, loss_cls: 3.1828, loss: 3.1828, grad_norm: 1.3708 2020-07-17 06:50:05,662 - mmaction - INFO - Epoch [26][1160/1253] lr: 2.304e-01, eta: 4 days, 3:32:45, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3188, top5_acc: 0.5753, loss_cls: 3.1324, loss: 3.1324, grad_norm: 1.3949 2020-07-17 06:50:27,431 - mmaction - INFO - Epoch [26][1180/1253] lr: 2.305e-01, eta: 4 days, 3:31:53, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.3242, top5_acc: 0.5737, loss_cls: 3.1164, loss: 3.1164, grad_norm: 1.3901 2020-07-17 06:50:49,159 - mmaction - INFO - Epoch [26][1200/1253] lr: 2.306e-01, eta: 4 days, 3:31:00, time: 1.086, data_time: 0.002, memory: 9061, top1_acc: 0.3135, top5_acc: 0.5633, loss_cls: 3.1405, loss: 3.1405, grad_norm: 1.3702 2020-07-17 06:51:10,863 - mmaction - INFO - Epoch [26][1220/1253] lr: 2.307e-01, eta: 4 days, 3:30:07, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3133, top5_acc: 0.5664, loss_cls: 3.1666, loss: 3.1666, grad_norm: 1.3887 2020-07-17 06:51:32,532 - mmaction - INFO - Epoch [26][1240/1253] lr: 2.309e-01, eta: 4 days, 3:29:14, time: 1.084, data_time: 0.002, memory: 9061, top1_acc: 0.2956, top5_acc: 0.5622, loss_cls: 3.2180, loss: 3.2180, grad_norm: 1.3962 2020-07-17 06:55:00,756 - mmaction - INFO - Epoch [27][20/1253] lr: 2.306e-01, eta: 4 days, 3:50:03, time: 9.345, data_time: 8.151, memory: 9061, top1_acc: 0.3190, top5_acc: 0.5734, loss_cls: 3.1371, loss: 3.1371, grad_norm: 1.3560 2020-07-17 06:55:23,585 - mmaction - INFO - Epoch [27][40/1253] lr: 2.307e-01, eta: 4 days, 3:49:19, time: 1.142, data_time: 0.003, memory: 9061, top1_acc: 0.3169, top5_acc: 0.5635, loss_cls: 3.1439, loss: 3.1439, grad_norm: 1.3668 2020-07-17 06:55:45,466 - mmaction - INFO - Epoch [27][60/1253] lr: 2.309e-01, eta: 4 days, 3:48:27, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.3242, top5_acc: 0.5784, loss_cls: 3.1071, loss: 3.1071, grad_norm: 1.3989 2020-07-17 06:56:07,243 - mmaction - INFO - Epoch [27][80/1253] lr: 2.310e-01, eta: 4 days, 3:47:35, time: 1.090, data_time: 0.005, memory: 9061, top1_acc: 0.3237, top5_acc: 0.5727, loss_cls: 3.1299, loss: 3.1299, grad_norm: 1.3962 2020-07-17 06:56:28,925 - mmaction - INFO - Epoch [27][100/1253] lr: 2.311e-01, eta: 4 days, 3:46:41, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3198, top5_acc: 0.5664, loss_cls: 3.1642, loss: 3.1642, grad_norm: 1.3959 2020-07-17 06:56:50,718 - mmaction - INFO - Epoch [27][120/1253] lr: 2.312e-01, eta: 4 days, 3:45:48, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3240, top5_acc: 0.5753, loss_cls: 3.1066, loss: 3.1066, grad_norm: 1.3625 2020-07-17 06:57:12,386 - mmaction - INFO - Epoch [27][140/1253] lr: 2.314e-01, eta: 4 days, 3:44:55, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3151, top5_acc: 0.5755, loss_cls: 3.1502, loss: 3.1502, grad_norm: 1.4151 2020-07-17 06:57:34,186 - mmaction - INFO - Epoch [27][160/1253] lr: 2.315e-01, eta: 4 days, 3:44:02, time: 1.088, data_time: 0.001, memory: 9061, top1_acc: 0.3063, top5_acc: 0.5589, loss_cls: 3.2090, loss: 3.2090, grad_norm: 1.3962 2020-07-17 06:57:55,872 - mmaction - INFO - Epoch [27][180/1253] lr: 2.316e-01, eta: 4 days, 3:43:09, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3146, top5_acc: 0.5755, loss_cls: 3.1399, loss: 3.1399, grad_norm: 1.3992 2020-07-17 06:58:17,614 - mmaction - INFO - Epoch [27][200/1253] lr: 2.317e-01, eta: 4 days, 3:42:16, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3138, top5_acc: 0.5740, loss_cls: 3.1360, loss: 3.1360, grad_norm: 1.3869 2020-07-17 06:58:39,621 - mmaction - INFO - Epoch [27][220/1253] lr: 2.319e-01, eta: 4 days, 3:41:25, time: 1.101, data_time: 0.004, memory: 9061, top1_acc: 0.3203, top5_acc: 0.5630, loss_cls: 3.1628, loss: 3.1628, grad_norm: 1.3644 2020-07-17 06:59:01,403 - mmaction - INFO - Epoch [27][240/1253] lr: 2.320e-01, eta: 4 days, 3:40:33, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.3091, top5_acc: 0.5740, loss_cls: 3.1517, loss: 3.1517, grad_norm: 1.3955 2020-07-17 06:59:23,196 - mmaction - INFO - Epoch [27][260/1253] lr: 2.321e-01, eta: 4 days, 3:39:40, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.3099, top5_acc: 0.5690, loss_cls: 3.1931, loss: 3.1931, grad_norm: 1.3852 2020-07-17 06:59:44,841 - mmaction - INFO - Epoch [27][280/1253] lr: 2.322e-01, eta: 4 days, 3:38:47, time: 1.081, data_time: 0.003, memory: 9061, top1_acc: 0.3195, top5_acc: 0.5674, loss_cls: 3.1274, loss: 3.1274, grad_norm: 1.3463 2020-07-17 07:00:15,337 - mmaction - INFO - Epoch [27][300/1253] lr: 2.324e-01, eta: 4 days, 3:39:09, time: 1.519, data_time: 0.004, memory: 9061, top1_acc: 0.3216, top5_acc: 0.5727, loss_cls: 3.1186, loss: 3.1186, grad_norm: 1.4055 2020-07-17 07:00:37,635 - mmaction - INFO - Epoch [27][320/1253] lr: 2.325e-01, eta: 4 days, 3:38:23, time: 1.121, data_time: 0.017, memory: 9061, top1_acc: 0.3031, top5_acc: 0.5604, loss_cls: 3.1876, loss: 3.1876, grad_norm: 1.3590 2020-07-17 07:00:59,628 - mmaction - INFO - Epoch [27][340/1253] lr: 2.326e-01, eta: 4 days, 3:37:32, time: 1.100, data_time: 0.003, memory: 9061, top1_acc: 0.3065, top5_acc: 0.5570, loss_cls: 3.1984, loss: 3.1984, grad_norm: 1.3481 2020-07-17 07:01:21,434 - mmaction - INFO - Epoch [27][360/1253] lr: 2.327e-01, eta: 4 days, 3:36:40, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3154, top5_acc: 0.5659, loss_cls: 3.1425, loss: 3.1425, grad_norm: 1.3732 2020-07-17 07:01:43,205 - mmaction - INFO - Epoch [27][380/1253] lr: 2.328e-01, eta: 4 days, 3:35:48, time: 1.089, data_time: 0.004, memory: 9061, top1_acc: 0.2961, top5_acc: 0.5469, loss_cls: 3.2249, loss: 3.2249, grad_norm: 1.3676 2020-07-17 07:02:04,975 - mmaction - INFO - Epoch [27][400/1253] lr: 2.330e-01, eta: 4 days, 3:34:55, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3203, top5_acc: 0.5823, loss_cls: 3.1219, loss: 3.1219, grad_norm: 1.3830 2020-07-17 07:02:26,824 - mmaction - INFO - Epoch [27][420/1253] lr: 2.331e-01, eta: 4 days, 3:34:04, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.3076, top5_acc: 0.5607, loss_cls: 3.1968, loss: 3.1968, grad_norm: 1.3693 2020-07-17 07:02:48,715 - mmaction - INFO - Epoch [27][440/1253] lr: 2.332e-01, eta: 4 days, 3:33:12, time: 1.094, data_time: 0.003, memory: 9061, top1_acc: 0.3146, top5_acc: 0.5628, loss_cls: 3.1636, loss: 3.1636, grad_norm: 1.3651 2020-07-17 07:03:10,549 - mmaction - INFO - Epoch [27][460/1253] lr: 2.333e-01, eta: 4 days, 3:32:21, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.2995, top5_acc: 0.5589, loss_cls: 3.1973, loss: 3.1973, grad_norm: 1.3789 2020-07-17 07:03:32,474 - mmaction - INFO - Epoch [27][480/1253] lr: 2.335e-01, eta: 4 days, 3:31:30, time: 1.098, data_time: 0.003, memory: 9061, top1_acc: 0.3010, top5_acc: 0.5539, loss_cls: 3.2299, loss: 3.2299, grad_norm: 1.3902 2020-07-17 07:03:54,144 - mmaction - INFO - Epoch [27][500/1253] lr: 2.336e-01, eta: 4 days, 3:30:37, time: 1.083, data_time: 0.002, memory: 9061, top1_acc: 0.3081, top5_acc: 0.5635, loss_cls: 3.2134, loss: 3.2134, grad_norm: 1.3728 2020-07-17 07:04:15,953 - mmaction - INFO - Epoch [27][520/1253] lr: 2.337e-01, eta: 4 days, 3:29:45, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3214, top5_acc: 0.5763, loss_cls: 3.1467, loss: 3.1467, grad_norm: 1.3767 2020-07-17 07:04:37,734 - mmaction - INFO - Epoch [27][540/1253] lr: 2.338e-01, eta: 4 days, 3:28:53, time: 1.091, data_time: 0.004, memory: 9061, top1_acc: 0.3023, top5_acc: 0.5617, loss_cls: 3.2104, loss: 3.2104, grad_norm: 1.3650 2020-07-17 07:04:59,537 - mmaction - INFO - Epoch [27][560/1253] lr: 2.340e-01, eta: 4 days, 3:28:02, time: 1.091, data_time: 0.002, memory: 9061, top1_acc: 0.3299, top5_acc: 0.5732, loss_cls: 3.1440, loss: 3.1440, grad_norm: 1.3907 2020-07-17 07:05:21,376 - mmaction - INFO - Epoch [27][580/1253] lr: 2.341e-01, eta: 4 days, 3:27:10, time: 1.089, data_time: 0.001, memory: 9061, top1_acc: 0.3161, top5_acc: 0.5755, loss_cls: 3.1167, loss: 3.1167, grad_norm: 1.3881 2020-07-17 07:05:43,119 - mmaction - INFO - Epoch [27][600/1253] lr: 2.342e-01, eta: 4 days, 3:26:18, time: 1.089, data_time: 0.004, memory: 9061, top1_acc: 0.3242, top5_acc: 0.5784, loss_cls: 3.1352, loss: 3.1352, grad_norm: 1.3948 2020-07-17 07:06:04,993 - mmaction - INFO - Epoch [27][620/1253] lr: 2.343e-01, eta: 4 days, 3:25:26, time: 1.094, data_time: 0.002, memory: 9061, top1_acc: 0.3081, top5_acc: 0.5615, loss_cls: 3.1658, loss: 3.1658, grad_norm: 1.3795 2020-07-17 07:06:26,727 - mmaction - INFO - Epoch [27][640/1253] lr: 2.345e-01, eta: 4 days, 3:24:34, time: 1.087, data_time: 0.002, memory: 9061, top1_acc: 0.3141, top5_acc: 0.5693, loss_cls: 3.1499, loss: 3.1499, grad_norm: 1.3842 2020-07-17 07:06:48,538 - mmaction - INFO - Epoch [27][660/1253] lr: 2.346e-01, eta: 4 days, 3:23:43, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.3115, top5_acc: 0.5552, loss_cls: 3.2001, loss: 3.2001, grad_norm: 1.3873 2020-07-17 07:07:10,231 - mmaction - INFO - Epoch [27][680/1253] lr: 2.347e-01, eta: 4 days, 3:22:50, time: 1.085, data_time: 0.002, memory: 9061, top1_acc: 0.3063, top5_acc: 0.5698, loss_cls: 3.1693, loss: 3.1693, grad_norm: 1.3826 2020-07-17 07:07:32,004 - mmaction - INFO - Epoch [27][700/1253] lr: 2.348e-01, eta: 4 days, 3:21:58, time: 1.086, data_time: 0.001, memory: 9061, top1_acc: 0.2951, top5_acc: 0.5625, loss_cls: 3.2165, loss: 3.2165, grad_norm: 1.4013 2020-07-17 07:07:53,705 - mmaction - INFO - Epoch [27][720/1253] lr: 2.349e-01, eta: 4 days, 3:21:06, time: 1.086, data_time: 0.004, memory: 9061, top1_acc: 0.3276, top5_acc: 0.5714, loss_cls: 3.1130, loss: 3.1130, grad_norm: 1.3688 2020-07-17 07:08:15,393 - mmaction - INFO - Epoch [27][740/1253] lr: 2.351e-01, eta: 4 days, 3:20:13, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3148, top5_acc: 0.5693, loss_cls: 3.1697, loss: 3.1697, grad_norm: 1.3771 2020-07-17 07:08:37,074 - mmaction - INFO - Epoch [27][760/1253] lr: 2.352e-01, eta: 4 days, 3:19:21, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3008, top5_acc: 0.5516, loss_cls: 3.2181, loss: 3.2181, grad_norm: 1.3608 2020-07-17 07:08:58,819 - mmaction - INFO - Epoch [27][780/1253] lr: 2.353e-01, eta: 4 days, 3:18:29, time: 1.087, data_time: 0.002, memory: 9061, top1_acc: 0.3107, top5_acc: 0.5654, loss_cls: 3.1768, loss: 3.1768, grad_norm: 1.3615 2020-07-17 07:09:20,631 - mmaction - INFO - Epoch [27][800/1253] lr: 2.354e-01, eta: 4 days, 3:17:38, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.3250, top5_acc: 0.5703, loss_cls: 3.1373, loss: 3.1373, grad_norm: 1.3740 2020-07-17 07:09:42,450 - mmaction - INFO - Epoch [27][820/1253] lr: 2.356e-01, eta: 4 days, 3:16:47, time: 1.090, data_time: 0.002, memory: 9061, top1_acc: 0.3273, top5_acc: 0.5781, loss_cls: 3.0965, loss: 3.0965, grad_norm: 1.3711 2020-07-17 07:10:04,262 - mmaction - INFO - Epoch [27][840/1253] lr: 2.357e-01, eta: 4 days, 3:15:56, time: 1.093, data_time: 0.003, memory: 9061, top1_acc: 0.3161, top5_acc: 0.5661, loss_cls: 3.1516, loss: 3.1516, grad_norm: 1.3680 2020-07-17 07:10:26,158 - mmaction - INFO - Epoch [27][860/1253] lr: 2.358e-01, eta: 4 days, 3:15:05, time: 1.092, data_time: 0.001, memory: 9061, top1_acc: 0.3156, top5_acc: 0.5641, loss_cls: 3.1951, loss: 3.1951, grad_norm: 1.3826 2020-07-17 07:10:47,919 - mmaction - INFO - Epoch [27][880/1253] lr: 2.359e-01, eta: 4 days, 3:14:13, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3182, top5_acc: 0.5695, loss_cls: 3.1329, loss: 3.1329, grad_norm: 1.3566 2020-07-17 07:11:09,770 - mmaction - INFO - Epoch [27][900/1253] lr: 2.361e-01, eta: 4 days, 3:13:23, time: 1.094, data_time: 0.003, memory: 9061, top1_acc: 0.3008, top5_acc: 0.5513, loss_cls: 3.2283, loss: 3.2283, grad_norm: 1.3955 2020-07-17 07:11:31,650 - mmaction - INFO - Epoch [27][920/1253] lr: 2.362e-01, eta: 4 days, 3:12:32, time: 1.093, data_time: 0.002, memory: 9061, top1_acc: 0.3128, top5_acc: 0.5703, loss_cls: 3.1829, loss: 3.1829, grad_norm: 1.3386 2020-07-17 07:11:53,657 - mmaction - INFO - Epoch [27][940/1253] lr: 2.363e-01, eta: 4 days, 3:11:43, time: 1.100, data_time: 0.003, memory: 9061, top1_acc: 0.3091, top5_acc: 0.5638, loss_cls: 3.1456, loss: 3.1456, grad_norm: 1.3774 2020-07-17 07:12:15,451 - mmaction - INFO - Epoch [27][960/1253] lr: 2.364e-01, eta: 4 days, 3:10:52, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.2943, top5_acc: 0.5539, loss_cls: 3.2324, loss: 3.2324, grad_norm: 1.3699 2020-07-17 07:12:37,232 - mmaction - INFO - Epoch [27][980/1253] lr: 2.366e-01, eta: 4 days, 3:10:00, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.3234, top5_acc: 0.5615, loss_cls: 3.1400, loss: 3.1400, grad_norm: 1.3777 2020-07-17 07:12:59,018 - mmaction - INFO - Epoch [27][1000/1253] lr: 2.367e-01, eta: 4 days, 3:09:09, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.3232, top5_acc: 0.5622, loss_cls: 3.1646, loss: 3.1646, grad_norm: 1.3638 2020-07-17 07:13:20,782 - mmaction - INFO - Epoch [27][1020/1253] lr: 2.368e-01, eta: 4 days, 3:08:18, time: 1.087, data_time: 0.002, memory: 9061, top1_acc: 0.3154, top5_acc: 0.5786, loss_cls: 3.1275, loss: 3.1275, grad_norm: 1.3778 2020-07-17 07:13:42,591 - mmaction - INFO - Epoch [27][1040/1253] lr: 2.369e-01, eta: 4 days, 3:07:27, time: 1.093, data_time: 0.003, memory: 9061, top1_acc: 0.2997, top5_acc: 0.5641, loss_cls: 3.1841, loss: 3.1841, grad_norm: 1.3630 2020-07-17 07:14:04,311 - mmaction - INFO - Epoch [27][1060/1253] lr: 2.370e-01, eta: 4 days, 3:06:35, time: 1.084, data_time: 0.001, memory: 9061, top1_acc: 0.3234, top5_acc: 0.5664, loss_cls: 3.1719, loss: 3.1719, grad_norm: 1.3811 2020-07-17 07:14:26,160 - mmaction - INFO - Epoch [27][1080/1253] lr: 2.372e-01, eta: 4 days, 3:05:45, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.3190, top5_acc: 0.5789, loss_cls: 3.0973, loss: 3.0973, grad_norm: 1.3591 2020-07-17 07:14:48,110 - mmaction - INFO - Epoch [27][1100/1253] lr: 2.373e-01, eta: 4 days, 3:04:55, time: 1.099, data_time: 0.004, memory: 9061, top1_acc: 0.3120, top5_acc: 0.5667, loss_cls: 3.1361, loss: 3.1361, grad_norm: 1.3723 2020-07-17 07:15:09,758 - mmaction - INFO - Epoch [27][1120/1253] lr: 2.374e-01, eta: 4 days, 3:04:04, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3010, top5_acc: 0.5438, loss_cls: 3.2421, loss: 3.2421, grad_norm: 1.3718 2020-07-17 07:15:31,514 - mmaction - INFO - Epoch [27][1140/1253] lr: 2.375e-01, eta: 4 days, 3:03:12, time: 1.086, data_time: 0.001, memory: 9061, top1_acc: 0.3078, top5_acc: 0.5656, loss_cls: 3.1642, loss: 3.1642, grad_norm: 1.3766 2020-07-17 07:15:53,272 - mmaction - INFO - Epoch [27][1160/1253] lr: 2.377e-01, eta: 4 days, 3:02:21, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3138, top5_acc: 0.5659, loss_cls: 3.1729, loss: 3.1729, grad_norm: 1.3482 2020-07-17 07:16:15,069 - mmaction - INFO - Epoch [27][1180/1253] lr: 2.378e-01, eta: 4 days, 3:01:30, time: 1.089, data_time: 0.002, memory: 9061, top1_acc: 0.3174, top5_acc: 0.5656, loss_cls: 3.1323, loss: 3.1323, grad_norm: 1.3607 2020-07-17 07:16:36,813 - mmaction - INFO - Epoch [27][1200/1253] lr: 2.379e-01, eta: 4 days, 3:00:39, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3143, top5_acc: 0.5776, loss_cls: 3.1588, loss: 3.1588, grad_norm: 1.3481 2020-07-17 07:16:58,582 - mmaction - INFO - Epoch [27][1220/1253] lr: 2.380e-01, eta: 4 days, 2:59:48, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.3133, top5_acc: 0.5659, loss_cls: 3.2027, loss: 3.2027, grad_norm: 1.3688 2020-07-17 07:17:20,347 - mmaction - INFO - Epoch [27][1240/1253] lr: 2.382e-01, eta: 4 days, 2:58:57, time: 1.086, data_time: 0.002, memory: 9061, top1_acc: 0.3068, top5_acc: 0.5667, loss_cls: 3.1758, loss: 3.1758, grad_norm: 1.3619 2020-07-17 07:21:23,951 - mmaction - INFO - Epoch [28][20/1253] lr: 2.379e-01, eta: 4 days, 3:22:47, time: 10.729, data_time: 9.496, memory: 9061, top1_acc: 0.3096, top5_acc: 0.5661, loss_cls: 3.1837, loss: 3.1837, grad_norm: 1.3794 2020-07-17 07:21:45,681 - mmaction - INFO - Epoch [28][40/1253] lr: 2.380e-01, eta: 4 days, 3:21:55, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3180, top5_acc: 0.5701, loss_cls: 3.1457, loss: 3.1457, grad_norm: 1.3819 2020-07-17 07:22:07,369 - mmaction - INFO - Epoch [28][60/1253] lr: 2.381e-01, eta: 4 days, 3:21:03, time: 1.085, data_time: 0.004, memory: 9061, top1_acc: 0.3185, top5_acc: 0.5742, loss_cls: 3.1294, loss: 3.1294, grad_norm: 1.3816 2020-07-17 07:22:29,211 - mmaction - INFO - Epoch [28][80/1253] lr: 2.383e-01, eta: 4 days, 3:20:12, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.2995, top5_acc: 0.5638, loss_cls: 3.1758, loss: 3.1758, grad_norm: 1.3762 2020-07-17 07:22:50,965 - mmaction - INFO - Epoch [28][100/1253] lr: 2.384e-01, eta: 4 days, 3:19:20, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3117, top5_acc: 0.5711, loss_cls: 3.1475, loss: 3.1475, grad_norm: 1.3697 2020-07-17 07:23:12,638 - mmaction - INFO - Epoch [28][120/1253] lr: 2.385e-01, eta: 4 days, 3:18:27, time: 1.083, data_time: 0.003, memory: 9061, top1_acc: 0.3091, top5_acc: 0.5625, loss_cls: 3.1921, loss: 3.1921, grad_norm: 1.3780 2020-07-17 07:23:34,292 - mmaction - INFO - Epoch [28][140/1253] lr: 2.386e-01, eta: 4 days, 3:17:35, time: 1.083, data_time: 0.004, memory: 9061, top1_acc: 0.3185, top5_acc: 0.5810, loss_cls: 3.1529, loss: 3.1529, grad_norm: 1.3624 2020-07-17 07:23:55,990 - mmaction - INFO - Epoch [28][160/1253] lr: 2.387e-01, eta: 4 days, 3:16:43, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3172, top5_acc: 0.5753, loss_cls: 3.1191, loss: 3.1191, grad_norm: 1.3515 2020-07-17 07:24:17,692 - mmaction - INFO - Epoch [28][180/1253] lr: 2.389e-01, eta: 4 days, 3:15:51, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3234, top5_acc: 0.5740, loss_cls: 3.1175, loss: 3.1175, grad_norm: 1.3583 2020-07-17 07:24:39,440 - mmaction - INFO - Epoch [28][200/1253] lr: 2.390e-01, eta: 4 days, 3:14:59, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3096, top5_acc: 0.5542, loss_cls: 3.1543, loss: 3.1543, grad_norm: 1.3902 2020-07-17 07:25:01,150 - mmaction - INFO - Epoch [28][220/1253] lr: 2.391e-01, eta: 4 days, 3:14:07, time: 1.086, data_time: 0.004, memory: 9061, top1_acc: 0.2951, top5_acc: 0.5747, loss_cls: 3.1697, loss: 3.1697, grad_norm: 1.3843 2020-07-17 07:25:22,850 - mmaction - INFO - Epoch [28][240/1253] lr: 2.392e-01, eta: 4 days, 3:13:15, time: 1.085, data_time: 0.004, memory: 9061, top1_acc: 0.3107, top5_acc: 0.5708, loss_cls: 3.1735, loss: 3.1735, grad_norm: 1.3632 2020-07-17 07:25:44,553 - mmaction - INFO - Epoch [28][260/1253] lr: 2.394e-01, eta: 4 days, 3:12:23, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3089, top5_acc: 0.5654, loss_cls: 3.1995, loss: 3.1995, grad_norm: 1.3665 2020-07-17 07:26:06,278 - mmaction - INFO - Epoch [28][280/1253] lr: 2.395e-01, eta: 4 days, 3:11:31, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3049, top5_acc: 0.5617, loss_cls: 3.1874, loss: 3.1874, grad_norm: 1.3621 2020-07-17 07:26:27,811 - mmaction - INFO - Epoch [28][300/1253] lr: 2.396e-01, eta: 4 days, 3:10:38, time: 1.076, data_time: 0.003, memory: 9061, top1_acc: 0.3221, top5_acc: 0.5742, loss_cls: 3.1304, loss: 3.1304, grad_norm: 1.3663 2020-07-17 07:26:49,549 - mmaction - INFO - Epoch [28][320/1253] lr: 2.397e-01, eta: 4 days, 3:09:47, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3146, top5_acc: 0.5703, loss_cls: 3.1297, loss: 3.1297, grad_norm: 1.3693 2020-07-17 07:27:11,272 - mmaction - INFO - Epoch [28][340/1253] lr: 2.399e-01, eta: 4 days, 3:08:55, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3052, top5_acc: 0.5568, loss_cls: 3.2137, loss: 3.2137, grad_norm: 1.3706 2020-07-17 07:27:32,912 - mmaction - INFO - Epoch [28][360/1253] lr: 2.400e-01, eta: 4 days, 3:08:03, time: 1.083, data_time: 0.002, memory: 9061, top1_acc: 0.3096, top5_acc: 0.5656, loss_cls: 3.1807, loss: 3.1807, grad_norm: 1.3727 2020-07-17 07:27:54,618 - mmaction - INFO - Epoch [28][380/1253] lr: 2.401e-01, eta: 4 days, 3:07:11, time: 1.085, data_time: 0.001, memory: 9061, top1_acc: 0.3135, top5_acc: 0.5753, loss_cls: 3.1545, loss: 3.1545, grad_norm: 1.3580 2020-07-17 07:28:16,255 - mmaction - INFO - Epoch [28][400/1253] lr: 2.402e-01, eta: 4 days, 3:06:19, time: 1.082, data_time: 0.001, memory: 9061, top1_acc: 0.3211, top5_acc: 0.5771, loss_cls: 3.1215, loss: 3.1215, grad_norm: 1.3690 2020-07-17 07:28:37,951 - mmaction - INFO - Epoch [28][420/1253] lr: 2.403e-01, eta: 4 days, 3:05:27, time: 1.083, data_time: 0.001, memory: 9061, top1_acc: 0.3091, top5_acc: 0.5594, loss_cls: 3.1733, loss: 3.1733, grad_norm: 1.3701 2020-07-17 07:28:59,615 - mmaction - INFO - Epoch [28][440/1253] lr: 2.405e-01, eta: 4 days, 3:04:35, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3164, top5_acc: 0.5779, loss_cls: 3.1234, loss: 3.1234, grad_norm: 1.3707 2020-07-17 07:29:21,331 - mmaction - INFO - Epoch [28][460/1253] lr: 2.406e-01, eta: 4 days, 3:03:43, time: 1.084, data_time: 0.001, memory: 9061, top1_acc: 0.3146, top5_acc: 0.5654, loss_cls: 3.1618, loss: 3.1618, grad_norm: 1.3558 2020-07-17 07:29:43,059 - mmaction - INFO - Epoch [28][480/1253] lr: 2.407e-01, eta: 4 days, 3:02:52, time: 1.088, data_time: 0.012, memory: 9061, top1_acc: 0.3122, top5_acc: 0.5680, loss_cls: 3.1463, loss: 3.1463, grad_norm: 1.3678 2020-07-17 07:30:04,776 - mmaction - INFO - Epoch [28][500/1253] lr: 2.408e-01, eta: 4 days, 3:02:00, time: 1.083, data_time: 0.001, memory: 9061, top1_acc: 0.3333, top5_acc: 0.5807, loss_cls: 3.0738, loss: 3.0738, grad_norm: 1.3703 2020-07-17 07:30:27,471 - mmaction - INFO - Epoch [28][520/1253] lr: 2.410e-01, eta: 4 days, 3:01:17, time: 1.135, data_time: 0.004, memory: 9061, top1_acc: 0.3198, top5_acc: 0.5716, loss_cls: 3.1373, loss: 3.1373, grad_norm: 1.3836 2020-07-17 07:30:49,175 - mmaction - INFO - Epoch [28][540/1253] lr: 2.411e-01, eta: 4 days, 3:00:26, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3276, top5_acc: 0.5779, loss_cls: 3.1203, loss: 3.1203, grad_norm: 1.3982 2020-07-17 07:31:10,853 - mmaction - INFO - Epoch [28][560/1253] lr: 2.412e-01, eta: 4 days, 2:59:34, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3227, top5_acc: 0.5734, loss_cls: 3.1493, loss: 3.1493, grad_norm: 1.3640 2020-07-17 07:31:32,455 - mmaction - INFO - Epoch [28][580/1253] lr: 2.413e-01, eta: 4 days, 2:58:42, time: 1.080, data_time: 0.003, memory: 9061, top1_acc: 0.3227, top5_acc: 0.5776, loss_cls: 3.0978, loss: 3.0978, grad_norm: 1.3535 2020-07-17 07:31:54,174 - mmaction - INFO - Epoch [28][600/1253] lr: 2.415e-01, eta: 4 days, 2:57:51, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3143, top5_acc: 0.5716, loss_cls: 3.1374, loss: 3.1374, grad_norm: 1.3611 2020-07-17 07:32:15,961 - mmaction - INFO - Epoch [28][620/1253] lr: 2.416e-01, eta: 4 days, 2:57:00, time: 1.087, data_time: 0.001, memory: 9061, top1_acc: 0.3008, top5_acc: 0.5497, loss_cls: 3.2371, loss: 3.2371, grad_norm: 1.3728 2020-07-17 07:32:37,555 - mmaction - INFO - Epoch [28][640/1253] lr: 2.417e-01, eta: 4 days, 2:56:08, time: 1.081, data_time: 0.004, memory: 9061, top1_acc: 0.3302, top5_acc: 0.5885, loss_cls: 3.0666, loss: 3.0666, grad_norm: 1.3800 2020-07-17 07:32:59,343 - mmaction - INFO - Epoch [28][660/1253] lr: 2.418e-01, eta: 4 days, 2:55:17, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3245, top5_acc: 0.5763, loss_cls: 3.1247, loss: 3.1247, grad_norm: 1.3612 2020-07-17 07:33:21,070 - mmaction - INFO - Epoch [28][680/1253] lr: 2.420e-01, eta: 4 days, 2:54:26, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3185, top5_acc: 0.5617, loss_cls: 3.1712, loss: 3.1712, grad_norm: 1.3568 2020-07-17 07:33:42,727 - mmaction - INFO - Epoch [28][700/1253] lr: 2.421e-01, eta: 4 days, 2:53:35, time: 1.083, data_time: 0.003, memory: 9061, top1_acc: 0.3146, top5_acc: 0.5656, loss_cls: 3.1955, loss: 3.1955, grad_norm: 1.3681 2020-07-17 07:34:04,523 - mmaction - INFO - Epoch [28][720/1253] lr: 2.422e-01, eta: 4 days, 2:52:44, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.3102, top5_acc: 0.5628, loss_cls: 3.1855, loss: 3.1855, grad_norm: 1.3953 2020-07-17 07:34:26,246 - mmaction - INFO - Epoch [28][740/1253] lr: 2.423e-01, eta: 4 days, 2:51:53, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3070, top5_acc: 0.5609, loss_cls: 3.1771, loss: 3.1771, grad_norm: 1.3684 2020-07-17 07:34:47,893 - mmaction - INFO - Epoch [28][760/1253] lr: 2.424e-01, eta: 4 days, 2:51:02, time: 1.083, data_time: 0.004, memory: 9061, top1_acc: 0.3292, top5_acc: 0.5747, loss_cls: 3.1036, loss: 3.1036, grad_norm: 1.3528 2020-07-17 07:35:09,607 - mmaction - INFO - Epoch [28][780/1253] lr: 2.426e-01, eta: 4 days, 2:50:11, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3039, top5_acc: 0.5484, loss_cls: 3.2335, loss: 3.2335, grad_norm: 1.3525 2020-07-17 07:35:31,269 - mmaction - INFO - Epoch [28][800/1253] lr: 2.427e-01, eta: 4 days, 2:49:19, time: 1.084, data_time: 0.004, memory: 9061, top1_acc: 0.3073, top5_acc: 0.5549, loss_cls: 3.1912, loss: 3.1912, grad_norm: 1.3941 2020-07-17 07:35:53,033 - mmaction - INFO - Epoch [28][820/1253] lr: 2.428e-01, eta: 4 days, 2:48:29, time: 1.089, data_time: 0.004, memory: 9061, top1_acc: 0.3141, top5_acc: 0.5630, loss_cls: 3.1672, loss: 3.1672, grad_norm: 1.3775 2020-07-17 07:36:14,546 - mmaction - INFO - Epoch [28][840/1253] lr: 2.429e-01, eta: 4 days, 2:47:37, time: 1.077, data_time: 0.003, memory: 9061, top1_acc: 0.3224, top5_acc: 0.5706, loss_cls: 3.1330, loss: 3.1330, grad_norm: 1.3702 2020-07-17 07:36:36,165 - mmaction - INFO - Epoch [28][860/1253] lr: 2.431e-01, eta: 4 days, 2:46:45, time: 1.081, data_time: 0.001, memory: 9061, top1_acc: 0.3117, top5_acc: 0.5612, loss_cls: 3.1654, loss: 3.1654, grad_norm: 1.3968 2020-07-17 07:36:57,812 - mmaction - INFO - Epoch [28][880/1253] lr: 2.432e-01, eta: 4 days, 2:45:54, time: 1.080, data_time: 0.001, memory: 9061, top1_acc: 0.2844, top5_acc: 0.5378, loss_cls: 3.2948, loss: 3.2948, grad_norm: 1.3437 2020-07-17 07:37:19,624 - mmaction - INFO - Epoch [28][900/1253] lr: 2.433e-01, eta: 4 days, 2:45:04, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.3099, top5_acc: 0.5591, loss_cls: 3.1682, loss: 3.1682, grad_norm: 1.3657 2020-07-17 07:37:41,279 - mmaction - INFO - Epoch [28][920/1253] lr: 2.434e-01, eta: 4 days, 2:44:12, time: 1.083, data_time: 0.003, memory: 9061, top1_acc: 0.3177, top5_acc: 0.5721, loss_cls: 3.1339, loss: 3.1339, grad_norm: 1.3411 2020-07-17 07:38:03,038 - mmaction - INFO - Epoch [28][940/1253] lr: 2.436e-01, eta: 4 days, 2:43:22, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3190, top5_acc: 0.5557, loss_cls: 3.1891, loss: 3.1891, grad_norm: 1.3477 2020-07-17 07:38:24,739 - mmaction - INFO - Epoch [28][960/1253] lr: 2.437e-01, eta: 4 days, 2:42:31, time: 1.085, data_time: 0.005, memory: 9061, top1_acc: 0.3159, top5_acc: 0.5630, loss_cls: 3.1361, loss: 3.1361, grad_norm: 1.3533 2020-07-17 07:38:46,494 - mmaction - INFO - Epoch [28][980/1253] lr: 2.438e-01, eta: 4 days, 2:41:41, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.2958, top5_acc: 0.5586, loss_cls: 3.2476, loss: 3.2476, grad_norm: 1.3693 2020-07-17 07:39:08,297 - mmaction - INFO - Epoch [28][1000/1253] lr: 2.439e-01, eta: 4 days, 2:40:51, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.3271, top5_acc: 0.5849, loss_cls: 3.0938, loss: 3.0938, grad_norm: 1.3305 2020-07-17 07:39:29,978 - mmaction - INFO - Epoch [28][1020/1253] lr: 2.440e-01, eta: 4 days, 2:40:01, time: 1.085, data_time: 0.002, memory: 9061, top1_acc: 0.3161, top5_acc: 0.5659, loss_cls: 3.1759, loss: 3.1759, grad_norm: 1.3868 2020-07-17 07:39:51,809 - mmaction - INFO - Epoch [28][1040/1253] lr: 2.442e-01, eta: 4 days, 2:39:11, time: 1.090, data_time: 0.001, memory: 9061, top1_acc: 0.3068, top5_acc: 0.5646, loss_cls: 3.1728, loss: 3.1728, grad_norm: 1.3474 2020-07-17 07:40:13,540 - mmaction - INFO - Epoch [28][1060/1253] lr: 2.443e-01, eta: 4 days, 2:38:21, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3250, top5_acc: 0.5742, loss_cls: 3.1086, loss: 3.1086, grad_norm: 1.3547 2020-07-17 07:40:35,408 - mmaction - INFO - Epoch [28][1080/1253] lr: 2.444e-01, eta: 4 days, 2:37:31, time: 1.092, data_time: 0.002, memory: 9061, top1_acc: 0.2969, top5_acc: 0.5596, loss_cls: 3.2022, loss: 3.2022, grad_norm: 1.3629 2020-07-17 07:40:57,185 - mmaction - INFO - Epoch [28][1100/1253] lr: 2.445e-01, eta: 4 days, 2:36:41, time: 1.091, data_time: 0.004, memory: 9061, top1_acc: 0.3190, top5_acc: 0.5659, loss_cls: 3.1687, loss: 3.1687, grad_norm: 1.3863 2020-07-17 07:41:18,930 - mmaction - INFO - Epoch [28][1120/1253] lr: 2.447e-01, eta: 4 days, 2:35:51, time: 1.087, data_time: 0.002, memory: 9061, top1_acc: 0.3240, top5_acc: 0.5768, loss_cls: 3.1346, loss: 3.1346, grad_norm: 1.3684 2020-07-17 07:41:40,610 - mmaction - INFO - Epoch [28][1140/1253] lr: 2.448e-01, eta: 4 days, 2:35:01, time: 1.084, data_time: 0.002, memory: 9061, top1_acc: 0.3128, top5_acc: 0.5760, loss_cls: 3.1559, loss: 3.1559, grad_norm: 1.3447 2020-07-17 07:42:02,388 - mmaction - INFO - Epoch [28][1160/1253] lr: 2.449e-01, eta: 4 days, 2:34:11, time: 1.088, data_time: 0.002, memory: 9061, top1_acc: 0.3164, top5_acc: 0.5695, loss_cls: 3.1911, loss: 3.1911, grad_norm: 1.3633 2020-07-17 07:42:24,111 - mmaction - INFO - Epoch [28][1180/1253] lr: 2.450e-01, eta: 4 days, 2:33:20, time: 1.087, data_time: 0.004, memory: 9061, top1_acc: 0.3065, top5_acc: 0.5630, loss_cls: 3.1968, loss: 3.1968, grad_norm: 1.3573 2020-07-17 07:42:45,714 - mmaction - INFO - Epoch [28][1200/1253] lr: 2.452e-01, eta: 4 days, 2:32:29, time: 1.081, data_time: 0.003, memory: 9061, top1_acc: 0.3117, top5_acc: 0.5589, loss_cls: 3.1637, loss: 3.1637, grad_norm: 1.3285 2020-07-17 07:43:07,389 - mmaction - INFO - Epoch [28][1220/1253] lr: 2.453e-01, eta: 4 days, 2:31:39, time: 1.083, data_time: 0.002, memory: 9061, top1_acc: 0.3128, top5_acc: 0.5688, loss_cls: 3.1334, loss: 3.1334, grad_norm: 1.3477 2020-07-17 07:43:29,043 - mmaction - INFO - Epoch [28][1240/1253] lr: 2.454e-01, eta: 4 days, 2:30:48, time: 1.082, data_time: 0.003, memory: 9061, top1_acc: 0.3151, top5_acc: 0.5565, loss_cls: 3.1952, loss: 3.1952, grad_norm: 1.3616 2020-07-17 07:43:51,341 - mmaction - INFO - Saving checkpoint at 28 epochs 2020-07-17 07:47:06,693 - mmaction - INFO - Epoch [29][20/1253] lr: 2.451e-01, eta: 4 days, 2:50:49, time: 9.679, data_time: 8.368, memory: 9061, top1_acc: 0.3320, top5_acc: 0.5875, loss_cls: 3.0575, loss: 3.0575, grad_norm: 1.3611 2020-07-17 07:47:29,563 - mmaction - INFO - Epoch [29][40/1253] lr: 2.452e-01, eta: 4 days, 2:50:06, time: 1.133, data_time: 0.003, memory: 9061, top1_acc: 0.3339, top5_acc: 0.5750, loss_cls: 3.1026, loss: 3.1026, grad_norm: 1.3544 2020-07-17 07:47:51,211 - mmaction - INFO - Epoch [29][60/1253] lr: 2.453e-01, eta: 4 days, 2:49:16, time: 1.092, data_time: 0.013, memory: 9061, top1_acc: 0.3164, top5_acc: 0.5721, loss_cls: 3.1415, loss: 3.1415, grad_norm: 1.3688 2020-07-17 07:48:12,963 - mmaction - INFO - Epoch [29][80/1253] lr: 2.455e-01, eta: 4 days, 2:48:25, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3112, top5_acc: 0.5745, loss_cls: 3.1333, loss: 3.1333, grad_norm: 1.3684 2020-07-17 07:48:34,602 - mmaction - INFO - Epoch [29][100/1253] lr: 2.456e-01, eta: 4 days, 2:47:34, time: 1.081, data_time: 0.003, memory: 9061, top1_acc: 0.3099, top5_acc: 0.5544, loss_cls: 3.2031, loss: 3.2031, grad_norm: 1.3598 2020-07-17 07:48:57,248 - mmaction - INFO - Epoch [29][120/1253] lr: 2.457e-01, eta: 4 days, 2:46:50, time: 1.132, data_time: 0.017, memory: 9061, top1_acc: 0.3096, top5_acc: 0.5630, loss_cls: 3.1490, loss: 3.1490, grad_norm: 1.3691 2020-07-17 07:49:19,767 - mmaction - INFO - Epoch [29][140/1253] lr: 2.458e-01, eta: 4 days, 2:46:06, time: 1.127, data_time: 0.017, memory: 9061, top1_acc: 0.3193, top5_acc: 0.5727, loss_cls: 3.1442, loss: 3.1442, grad_norm: 1.3563 2020-07-17 07:49:42,072 - mmaction - INFO - Epoch [29][160/1253] lr: 2.460e-01, eta: 4 days, 2:45:20, time: 1.115, data_time: 0.008, memory: 9061, top1_acc: 0.3323, top5_acc: 0.5885, loss_cls: 3.0558, loss: 3.0558, grad_norm: 1.3655 2020-07-17 07:50:04,463 - mmaction - INFO - Epoch [29][180/1253] lr: 2.461e-01, eta: 4 days, 2:44:35, time: 1.119, data_time: 0.009, memory: 9061, top1_acc: 0.3122, top5_acc: 0.5630, loss_cls: 3.1665, loss: 3.1665, grad_norm: 1.3867 2020-07-17 07:50:26,167 - mmaction - INFO - Epoch [29][200/1253] lr: 2.462e-01, eta: 4 days, 2:43:44, time: 1.087, data_time: 0.004, memory: 9061, top1_acc: 0.3065, top5_acc: 0.5505, loss_cls: 3.1884, loss: 3.1884, grad_norm: 1.3556 2020-07-17 07:50:47,797 - mmaction - INFO - Epoch [29][220/1253] lr: 2.463e-01, eta: 4 days, 2:42:53, time: 1.081, data_time: 0.002, memory: 9061, top1_acc: 0.3208, top5_acc: 0.5690, loss_cls: 3.1037, loss: 3.1037, grad_norm: 1.3580 2020-07-17 07:51:09,494 - mmaction - INFO - Epoch [29][240/1253] lr: 2.464e-01, eta: 4 days, 2:42:02, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3122, top5_acc: 0.5708, loss_cls: 3.1352, loss: 3.1352, grad_norm: 1.3969 2020-07-17 07:51:31,493 - mmaction - INFO - Epoch [29][260/1253] lr: 2.466e-01, eta: 4 days, 2:41:14, time: 1.097, data_time: 0.002, memory: 9061, top1_acc: 0.3029, top5_acc: 0.5594, loss_cls: 3.2104, loss: 3.2104, grad_norm: 1.3858 2020-07-17 07:51:55,159 - mmaction - INFO - Epoch [29][280/1253] lr: 2.467e-01, eta: 4 days, 2:40:39, time: 1.186, data_time: 0.025, memory: 9061, top1_acc: 0.3172, top5_acc: 0.5701, loss_cls: 3.1442, loss: 3.1442, grad_norm: 1.3353 2020-07-17 07:52:17,800 - mmaction - INFO - Epoch [29][300/1253] lr: 2.468e-01, eta: 4 days, 2:39:56, time: 1.133, data_time: 0.015, memory: 9061, top1_acc: 0.3021, top5_acc: 0.5596, loss_cls: 3.1905, loss: 3.1905, grad_norm: 1.3551 2020-07-17 07:52:39,538 - mmaction - INFO - Epoch [29][320/1253] lr: 2.469e-01, eta: 4 days, 2:39:06, time: 1.086, data_time: 0.001, memory: 9061, top1_acc: 0.3083, top5_acc: 0.5557, loss_cls: 3.2151, loss: 3.2151, grad_norm: 1.3768 2020-07-17 07:53:01,162 - mmaction - INFO - Epoch [29][340/1253] lr: 2.471e-01, eta: 4 days, 2:38:15, time: 1.081, data_time: 0.002, memory: 9061, top1_acc: 0.3010, top5_acc: 0.5646, loss_cls: 3.1707, loss: 3.1707, grad_norm: 1.3562 2020-07-17 07:53:22,816 - mmaction - INFO - Epoch [29][360/1253] lr: 2.472e-01, eta: 4 days, 2:37:24, time: 1.082, data_time: 0.002, memory: 9061, top1_acc: 0.3016, top5_acc: 0.5568, loss_cls: 3.2056, loss: 3.2056, grad_norm: 1.3568 2020-07-17 07:53:44,552 - mmaction - INFO - Epoch [29][380/1253] lr: 2.473e-01, eta: 4 days, 2:36:34, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3013, top5_acc: 0.5591, loss_cls: 3.2052, loss: 3.2052, grad_norm: 1.3229 2020-07-17 07:54:06,278 - mmaction - INFO - Epoch [29][400/1253] lr: 2.474e-01, eta: 4 days, 2:35:43, time: 1.087, data_time: 0.002, memory: 9061, top1_acc: 0.3130, top5_acc: 0.5612, loss_cls: 3.2126, loss: 3.2126, grad_norm: 1.3538 2020-07-17 07:54:27,965 - mmaction - INFO - Epoch [29][420/1253] lr: 2.476e-01, eta: 4 days, 2:34:52, time: 1.083, data_time: 0.002, memory: 9061, top1_acc: 0.3195, top5_acc: 0.5721, loss_cls: 3.1379, loss: 3.1379, grad_norm: 1.3399 2020-07-17 07:54:49,581 - mmaction - INFO - Epoch [29][440/1253] lr: 2.477e-01, eta: 4 days, 2:34:01, time: 1.081, data_time: 0.003, memory: 9061, top1_acc: 0.3138, top5_acc: 0.5612, loss_cls: 3.1543, loss: 3.1543, grad_norm: 1.3616 2020-07-17 07:55:11,288 - mmaction - INFO - Epoch [29][460/1253] lr: 2.478e-01, eta: 4 days, 2:33:11, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3117, top5_acc: 0.5677, loss_cls: 3.1490, loss: 3.1490, grad_norm: 1.3757 2020-07-17 07:55:32,949 - mmaction - INFO - Epoch [29][480/1253] lr: 2.479e-01, eta: 4 days, 2:32:21, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3138, top5_acc: 0.5622, loss_cls: 3.1980, loss: 3.1980, grad_norm: 1.3615 2020-07-17 07:55:54,702 - mmaction - INFO - Epoch [29][500/1253] lr: 2.480e-01, eta: 4 days, 2:31:31, time: 1.087, data_time: 0.001, memory: 9061, top1_acc: 0.3078, top5_acc: 0.5578, loss_cls: 3.1744, loss: 3.1744, grad_norm: 1.3467 2020-07-17 07:56:16,350 - mmaction - INFO - Epoch [29][520/1253] lr: 2.482e-01, eta: 4 days, 2:30:40, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3219, top5_acc: 0.5641, loss_cls: 3.1603, loss: 3.1603, grad_norm: 1.3416 2020-07-17 07:56:38,145 - mmaction - INFO - Epoch [29][540/1253] lr: 2.483e-01, eta: 4 days, 2:29:50, time: 1.087, data_time: 0.001, memory: 9061, top1_acc: 0.3208, top5_acc: 0.5786, loss_cls: 3.0975, loss: 3.0975, grad_norm: 1.3798 2020-07-17 07:56:59,845 - mmaction - INFO - Epoch [29][560/1253] lr: 2.484e-01, eta: 4 days, 2:29:00, time: 1.087, data_time: 0.004, memory: 9061, top1_acc: 0.3208, top5_acc: 0.5688, loss_cls: 3.1244, loss: 3.1244, grad_norm: 1.3552 2020-07-17 07:57:21,629 - mmaction - INFO - Epoch [29][580/1253] lr: 2.485e-01, eta: 4 days, 2:28:10, time: 1.088, data_time: 0.002, memory: 9061, top1_acc: 0.3104, top5_acc: 0.5716, loss_cls: 3.1602, loss: 3.1602, grad_norm: 1.3587 2020-07-17 07:57:43,345 - mmaction - INFO - Epoch [29][600/1253] lr: 2.487e-01, eta: 4 days, 2:27:20, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3174, top5_acc: 0.5706, loss_cls: 3.1472, loss: 3.1472, grad_norm: 1.3705 2020-07-17 07:58:05,102 - mmaction - INFO - Epoch [29][620/1253] lr: 2.488e-01, eta: 4 days, 2:26:31, time: 1.089, data_time: 0.004, memory: 9061, top1_acc: 0.3211, top5_acc: 0.5781, loss_cls: 3.1252, loss: 3.1252, grad_norm: 1.3651 2020-07-17 07:58:26,834 - mmaction - INFO - Epoch [29][640/1253] lr: 2.489e-01, eta: 4 days, 2:25:41, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3081, top5_acc: 0.5591, loss_cls: 3.1923, loss: 3.1923, grad_norm: 1.3650 2020-07-17 07:58:48,604 - mmaction - INFO - Epoch [29][660/1253] lr: 2.490e-01, eta: 4 days, 2:24:51, time: 1.089, data_time: 0.004, memory: 9061, top1_acc: 0.3221, top5_acc: 0.5729, loss_cls: 3.1175, loss: 3.1175, grad_norm: 1.3411 2020-07-17 07:59:10,302 - mmaction - INFO - Epoch [29][680/1253] lr: 2.492e-01, eta: 4 days, 2:24:01, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3042, top5_acc: 0.5464, loss_cls: 3.2134, loss: 3.2134, grad_norm: 1.3641 2020-07-17 07:59:32,069 - mmaction - INFO - Epoch [29][700/1253] lr: 2.493e-01, eta: 4 days, 2:23:12, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3063, top5_acc: 0.5617, loss_cls: 3.1959, loss: 3.1959, grad_norm: 1.3333 2020-07-17 07:59:53,854 - mmaction - INFO - Epoch [29][720/1253] lr: 2.494e-01, eta: 4 days, 2:22:23, time: 1.090, data_time: 0.009, memory: 9061, top1_acc: 0.3094, top5_acc: 0.5641, loss_cls: 3.1476, loss: 3.1476, grad_norm: 1.3598 2020-07-17 08:00:23,778 - mmaction - INFO - Epoch [29][740/1253] lr: 2.495e-01, eta: 4 days, 2:22:37, time: 1.491, data_time: 0.003, memory: 9061, top1_acc: 0.3185, top5_acc: 0.5654, loss_cls: 3.1771, loss: 3.1771, grad_norm: 1.3286 2020-07-17 08:00:45,600 - mmaction - INFO - Epoch [29][760/1253] lr: 2.496e-01, eta: 4 days, 2:21:49, time: 1.096, data_time: 0.013, memory: 9061, top1_acc: 0.3081, top5_acc: 0.5523, loss_cls: 3.2273, loss: 3.2273, grad_norm: 1.3886 2020-07-17 08:01:07,365 - mmaction - INFO - Epoch [29][780/1253] lr: 2.498e-01, eta: 4 days, 2:21:00, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3208, top5_acc: 0.5711, loss_cls: 3.1420, loss: 3.1420, grad_norm: 1.3551 2020-07-17 08:01:29,051 - mmaction - INFO - Epoch [29][800/1253] lr: 2.499e-01, eta: 4 days, 2:20:09, time: 1.083, data_time: 0.003, memory: 9061, top1_acc: 0.3161, top5_acc: 0.5609, loss_cls: 3.1930, loss: 3.1930, grad_norm: 1.3385 2020-07-17 08:01:50,875 - mmaction - INFO - Epoch [29][820/1253] lr: 2.500e-01, eta: 4 days, 2:19:21, time: 1.094, data_time: 0.004, memory: 9061, top1_acc: 0.3253, top5_acc: 0.5576, loss_cls: 3.1424, loss: 3.1424, grad_norm: 1.3227 2020-07-17 08:02:12,675 - mmaction - INFO - Epoch [29][840/1253] lr: 2.501e-01, eta: 4 days, 2:18:32, time: 1.090, data_time: 0.001, memory: 9061, top1_acc: 0.3052, top5_acc: 0.5591, loss_cls: 3.1803, loss: 3.1803, grad_norm: 1.3704 2020-07-17 08:02:34,338 - mmaction - INFO - Epoch [29][860/1253] lr: 2.503e-01, eta: 4 days, 2:17:42, time: 1.081, data_time: 0.001, memory: 9061, top1_acc: 0.3060, top5_acc: 0.5672, loss_cls: 3.1768, loss: 3.1768, grad_norm: 1.3559 2020-07-17 08:02:56,175 - mmaction - INFO - Epoch [29][880/1253] lr: 2.504e-01, eta: 4 days, 2:16:53, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.3094, top5_acc: 0.5651, loss_cls: 3.1468, loss: 3.1468, grad_norm: 1.3406 2020-07-17 08:03:17,907 - mmaction - INFO - Epoch [29][900/1253] lr: 2.505e-01, eta: 4 days, 2:16:03, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3208, top5_acc: 0.5643, loss_cls: 3.1447, loss: 3.1447, grad_norm: 1.3496 2020-07-17 08:03:39,637 - mmaction - INFO - Epoch [29][920/1253] lr: 2.506e-01, eta: 4 days, 2:15:14, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3083, top5_acc: 0.5648, loss_cls: 3.1956, loss: 3.1956, grad_norm: 1.3781 2020-07-17 08:04:01,499 - mmaction - INFO - Epoch [29][940/1253] lr: 2.508e-01, eta: 4 days, 2:14:25, time: 1.094, data_time: 0.004, memory: 9061, top1_acc: 0.3068, top5_acc: 0.5487, loss_cls: 3.2504, loss: 3.2504, grad_norm: 1.3601 2020-07-17 08:04:23,178 - mmaction - INFO - Epoch [29][960/1253] lr: 2.509e-01, eta: 4 days, 2:13:36, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3089, top5_acc: 0.5625, loss_cls: 3.1698, loss: 3.1698, grad_norm: 1.3422 2020-07-17 08:04:44,918 - mmaction - INFO - Epoch [29][980/1253] lr: 2.510e-01, eta: 4 days, 2:12:46, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.2992, top5_acc: 0.5565, loss_cls: 3.2044, loss: 3.2044, grad_norm: 1.3458 2020-07-17 08:05:06,646 - mmaction - INFO - Epoch [29][1000/1253] lr: 2.511e-01, eta: 4 days, 2:11:57, time: 1.086, data_time: 0.002, memory: 9061, top1_acc: 0.3112, top5_acc: 0.5698, loss_cls: 3.1399, loss: 3.1399, grad_norm: 1.3445 2020-07-17 08:05:28,303 - mmaction - INFO - Epoch [29][1020/1253] lr: 2.512e-01, eta: 4 days, 2:11:07, time: 1.084, data_time: 0.002, memory: 9061, top1_acc: 0.3185, top5_acc: 0.5747, loss_cls: 3.1659, loss: 3.1659, grad_norm: 1.3323 2020-07-17 08:05:50,085 - mmaction - INFO - Epoch [29][1040/1253] lr: 2.514e-01, eta: 4 days, 2:10:18, time: 1.088, data_time: 0.001, memory: 9061, top1_acc: 0.3208, top5_acc: 0.5711, loss_cls: 3.1441, loss: 3.1441, grad_norm: 1.3726 2020-07-17 08:06:11,781 - mmaction - INFO - Epoch [29][1060/1253] lr: 2.515e-01, eta: 4 days, 2:09:29, time: 1.085, data_time: 0.002, memory: 9061, top1_acc: 0.3099, top5_acc: 0.5607, loss_cls: 3.2050, loss: 3.2050, grad_norm: 1.3473 2020-07-17 08:06:33,596 - mmaction - INFO - Epoch [29][1080/1253] lr: 2.516e-01, eta: 4 days, 2:08:40, time: 1.090, data_time: 0.004, memory: 9061, top1_acc: 0.3148, top5_acc: 0.5612, loss_cls: 3.1643, loss: 3.1643, grad_norm: 1.3459 2020-07-17 08:06:55,294 - mmaction - INFO - Epoch [29][1100/1253] lr: 2.517e-01, eta: 4 days, 2:07:51, time: 1.084, data_time: 0.002, memory: 9061, top1_acc: 0.3133, top5_acc: 0.5635, loss_cls: 3.2044, loss: 3.2044, grad_norm: 1.3535 2020-07-17 08:07:17,131 - mmaction - INFO - Epoch [29][1120/1253] lr: 2.519e-01, eta: 4 days, 2:07:02, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.3135, top5_acc: 0.5539, loss_cls: 3.2073, loss: 3.2073, grad_norm: 1.3671 2020-07-17 08:07:39,065 - mmaction - INFO - Epoch [29][1140/1253] lr: 2.520e-01, eta: 4 days, 2:06:15, time: 1.098, data_time: 0.003, memory: 9061, top1_acc: 0.3109, top5_acc: 0.5620, loss_cls: 3.1809, loss: 3.1809, grad_norm: 1.3261 2020-07-17 08:08:00,901 - mmaction - INFO - Epoch [29][1160/1253] lr: 2.521e-01, eta: 4 days, 2:05:26, time: 1.089, data_time: 0.001, memory: 9061, top1_acc: 0.3115, top5_acc: 0.5576, loss_cls: 3.1874, loss: 3.1874, grad_norm: 1.3372 2020-07-17 08:08:22,607 - mmaction - INFO - Epoch [29][1180/1253] lr: 2.522e-01, eta: 4 days, 2:04:37, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3208, top5_acc: 0.5763, loss_cls: 3.1533, loss: 3.1533, grad_norm: 1.3841 2020-07-17 08:08:44,328 - mmaction - INFO - Epoch [29][1200/1253] lr: 2.524e-01, eta: 4 days, 2:03:48, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3042, top5_acc: 0.5576, loss_cls: 3.2050, loss: 3.2050, grad_norm: 1.3325 2020-07-17 08:09:06,179 - mmaction - INFO - Epoch [29][1220/1253] lr: 2.525e-01, eta: 4 days, 2:03:00, time: 1.093, data_time: 0.002, memory: 9061, top1_acc: 0.3169, top5_acc: 0.5659, loss_cls: 3.1565, loss: 3.1565, grad_norm: 1.3381 2020-07-17 08:09:27,983 - mmaction - INFO - Epoch [29][1240/1253] lr: 2.526e-01, eta: 4 days, 2:02:12, time: 1.088, data_time: 0.001, memory: 9061, top1_acc: 0.3263, top5_acc: 0.5693, loss_cls: 3.1270, loss: 3.1270, grad_norm: 1.3352 2020-07-17 08:13:17,518 - mmaction - INFO - Epoch [30][20/1253] lr: 2.523e-01, eta: 4 days, 2:22:57, time: 10.267, data_time: 8.771, memory: 9061, top1_acc: 0.3094, top5_acc: 0.5711, loss_cls: 3.1680, loss: 3.1680, grad_norm: 1.3792 2020-07-17 08:13:39,186 - mmaction - INFO - Epoch [30][40/1253] lr: 2.524e-01, eta: 4 days, 2:22:07, time: 1.087, data_time: 0.005, memory: 9061, top1_acc: 0.3096, top5_acc: 0.5602, loss_cls: 3.1924, loss: 3.1924, grad_norm: 1.3566 2020-07-17 08:14:00,952 - mmaction - INFO - Epoch [30][60/1253] lr: 2.525e-01, eta: 4 days, 2:21:17, time: 1.087, data_time: 0.001, memory: 9061, top1_acc: 0.3083, top5_acc: 0.5617, loss_cls: 3.1669, loss: 3.1669, grad_norm: 1.3615 2020-07-17 08:14:22,689 - mmaction - INFO - Epoch [30][80/1253] lr: 2.526e-01, eta: 4 days, 2:20:28, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3078, top5_acc: 0.5549, loss_cls: 3.2110, loss: 3.2110, grad_norm: 1.3497 2020-07-17 08:14:44,442 - mmaction - INFO - Epoch [30][100/1253] lr: 2.527e-01, eta: 4 days, 2:19:38, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3279, top5_acc: 0.5667, loss_cls: 3.1490, loss: 3.1490, grad_norm: 1.3277 2020-07-17 08:15:06,211 - mmaction - INFO - Epoch [30][120/1253] lr: 2.529e-01, eta: 4 days, 2:18:49, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3169, top5_acc: 0.5656, loss_cls: 3.1319, loss: 3.1319, grad_norm: 1.3423 2020-07-17 08:15:27,959 - mmaction - INFO - Epoch [30][140/1253] lr: 2.530e-01, eta: 4 days, 2:18:00, time: 1.088, data_time: 0.004, memory: 9061, top1_acc: 0.3281, top5_acc: 0.5773, loss_cls: 3.0853, loss: 3.0853, grad_norm: 1.3516 2020-07-17 08:15:49,568 - mmaction - INFO - Epoch [30][160/1253] lr: 2.531e-01, eta: 4 days, 2:17:09, time: 1.079, data_time: 0.003, memory: 9061, top1_acc: 0.3250, top5_acc: 0.5753, loss_cls: 3.1046, loss: 3.1046, grad_norm: 1.3517 2020-07-17 08:16:11,249 - mmaction - INFO - Epoch [30][180/1253] lr: 2.532e-01, eta: 4 days, 2:16:19, time: 1.087, data_time: 0.004, memory: 9061, top1_acc: 0.3177, top5_acc: 0.5753, loss_cls: 3.1626, loss: 3.1626, grad_norm: 1.3700 2020-07-17 08:16:32,974 - mmaction - INFO - Epoch [30][200/1253] lr: 2.534e-01, eta: 4 days, 2:15:30, time: 1.085, data_time: 0.001, memory: 9061, top1_acc: 0.3224, top5_acc: 0.5794, loss_cls: 3.1075, loss: 3.1075, grad_norm: 1.3317 2020-07-17 08:16:54,724 - mmaction - INFO - Epoch [30][220/1253] lr: 2.535e-01, eta: 4 days, 2:14:40, time: 1.087, data_time: 0.002, memory: 9061, top1_acc: 0.3180, top5_acc: 0.5833, loss_cls: 3.1228, loss: 3.1228, grad_norm: 1.3638 2020-07-17 08:17:16,451 - mmaction - INFO - Epoch [30][240/1253] lr: 2.536e-01, eta: 4 days, 2:13:51, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3242, top5_acc: 0.5714, loss_cls: 3.1149, loss: 3.1149, grad_norm: 1.3472 2020-07-17 08:17:38,099 - mmaction - INFO - Epoch [30][260/1253] lr: 2.537e-01, eta: 4 days, 2:13:01, time: 1.080, data_time: 0.001, memory: 9061, top1_acc: 0.3060, top5_acc: 0.5656, loss_cls: 3.1697, loss: 3.1697, grad_norm: 1.3773 2020-07-17 08:17:59,759 - mmaction - INFO - Epoch [30][280/1253] lr: 2.539e-01, eta: 4 days, 2:12:11, time: 1.083, data_time: 0.006, memory: 9061, top1_acc: 0.3122, top5_acc: 0.5641, loss_cls: 3.1526, loss: 3.1526, grad_norm: 1.3613 2020-07-17 08:18:22,043 - mmaction - INFO - Epoch [30][300/1253] lr: 2.540e-01, eta: 4 days, 2:11:26, time: 1.115, data_time: 0.003, memory: 9061, top1_acc: 0.3076, top5_acc: 0.5576, loss_cls: 3.2006, loss: 3.2006, grad_norm: 1.3275 2020-07-17 08:18:44,775 - mmaction - INFO - Epoch [30][320/1253] lr: 2.541e-01, eta: 4 days, 2:10:44, time: 1.136, data_time: 0.013, memory: 9061, top1_acc: 0.3091, top5_acc: 0.5635, loss_cls: 3.1900, loss: 3.1900, grad_norm: 1.3589 2020-07-17 08:19:07,159 - mmaction - INFO - Epoch [30][340/1253] lr: 2.542e-01, eta: 4 days, 2:10:00, time: 1.120, data_time: 0.007, memory: 9061, top1_acc: 0.3109, top5_acc: 0.5716, loss_cls: 3.1757, loss: 3.1757, grad_norm: 1.3521 2020-07-17 08:19:29,192 - mmaction - INFO - Epoch [30][360/1253] lr: 2.543e-01, eta: 4 days, 2:09:13, time: 1.102, data_time: 0.010, memory: 9061, top1_acc: 0.3229, top5_acc: 0.5669, loss_cls: 3.1510, loss: 3.1510, grad_norm: 1.3578 2020-07-17 08:19:50,825 - mmaction - INFO - Epoch [30][380/1253] lr: 2.545e-01, eta: 4 days, 2:08:23, time: 1.081, data_time: 0.003, memory: 9061, top1_acc: 0.3135, top5_acc: 0.5677, loss_cls: 3.1555, loss: 3.1555, grad_norm: 1.3560 2020-07-17 08:20:12,571 - mmaction - INFO - Epoch [30][400/1253] lr: 2.546e-01, eta: 4 days, 2:07:34, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3143, top5_acc: 0.5695, loss_cls: 3.1434, loss: 3.1434, grad_norm: 1.3269 2020-07-17 08:20:34,468 - mmaction - INFO - Epoch [30][420/1253] lr: 2.547e-01, eta: 4 days, 2:06:46, time: 1.095, data_time: 0.004, memory: 9061, top1_acc: 0.3060, top5_acc: 0.5677, loss_cls: 3.1666, loss: 3.1666, grad_norm: 1.3678 2020-07-17 08:20:56,392 - mmaction - INFO - Epoch [30][440/1253] lr: 2.548e-01, eta: 4 days, 2:05:58, time: 1.097, data_time: 0.005, memory: 9061, top1_acc: 0.3083, top5_acc: 0.5784, loss_cls: 3.1462, loss: 3.1462, grad_norm: 1.3240 2020-07-17 08:21:18,287 - mmaction - INFO - Epoch [30][460/1253] lr: 2.550e-01, eta: 4 days, 2:05:11, time: 1.097, data_time: 0.004, memory: 9061, top1_acc: 0.3201, top5_acc: 0.5641, loss_cls: 3.1770, loss: 3.1770, grad_norm: 1.3474 2020-07-17 08:21:39,992 - mmaction - INFO - Epoch [30][480/1253] lr: 2.551e-01, eta: 4 days, 2:04:22, time: 1.085, data_time: 0.001, memory: 9061, top1_acc: 0.3250, top5_acc: 0.5794, loss_cls: 3.1141, loss: 3.1141, grad_norm: 1.3312 2020-07-17 08:22:01,715 - mmaction - INFO - Epoch [30][500/1253] lr: 2.552e-01, eta: 4 days, 2:03:32, time: 1.085, data_time: 0.001, memory: 9061, top1_acc: 0.3057, top5_acc: 0.5542, loss_cls: 3.2507, loss: 3.2507, grad_norm: 1.3557 2020-07-17 08:22:23,274 - mmaction - INFO - Epoch [30][520/1253] lr: 2.553e-01, eta: 4 days, 2:02:42, time: 1.078, data_time: 0.002, memory: 9061, top1_acc: 0.3258, top5_acc: 0.5685, loss_cls: 3.1203, loss: 3.1203, grad_norm: 1.3122 2020-07-17 08:22:45,078 - mmaction - INFO - Epoch [30][540/1253] lr: 2.554e-01, eta: 4 days, 2:01:54, time: 1.090, data_time: 0.002, memory: 9061, top1_acc: 0.3112, top5_acc: 0.5599, loss_cls: 3.1654, loss: 3.1654, grad_norm: 1.3453 2020-07-17 08:23:06,737 - mmaction - INFO - Epoch [30][560/1253] lr: 2.556e-01, eta: 4 days, 2:01:04, time: 1.082, data_time: 0.002, memory: 9061, top1_acc: 0.3023, top5_acc: 0.5599, loss_cls: 3.2029, loss: 3.2029, grad_norm: 1.3480 2020-07-17 08:23:28,384 - mmaction - INFO - Epoch [30][580/1253] lr: 2.557e-01, eta: 4 days, 2:00:14, time: 1.081, data_time: 0.002, memory: 9061, top1_acc: 0.3122, top5_acc: 0.5583, loss_cls: 3.2007, loss: 3.2007, grad_norm: 1.3279 2020-07-17 08:23:50,054 - mmaction - INFO - Epoch [30][600/1253] lr: 2.558e-01, eta: 4 days, 1:59:25, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3151, top5_acc: 0.5641, loss_cls: 3.1452, loss: 3.1452, grad_norm: 1.3654 2020-07-17 08:24:11,747 - mmaction - INFO - Epoch [30][620/1253] lr: 2.559e-01, eta: 4 days, 1:58:36, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3102, top5_acc: 0.5471, loss_cls: 3.2116, loss: 3.2116, grad_norm: 1.3164 2020-07-17 08:24:33,539 - mmaction - INFO - Epoch [30][640/1253] lr: 2.561e-01, eta: 4 days, 1:57:47, time: 1.089, data_time: 0.002, memory: 9061, top1_acc: 0.3161, top5_acc: 0.5719, loss_cls: 3.1517, loss: 3.1517, grad_norm: 1.3466 2020-07-17 08:24:55,141 - mmaction - INFO - Epoch [30][660/1253] lr: 2.562e-01, eta: 4 days, 1:56:58, time: 1.082, data_time: 0.003, memory: 9061, top1_acc: 0.2940, top5_acc: 0.5591, loss_cls: 3.2151, loss: 3.2151, grad_norm: 1.3661 2020-07-17 08:25:16,817 - mmaction - INFO - Epoch [30][680/1253] lr: 2.563e-01, eta: 4 days, 1:56:08, time: 1.082, data_time: 0.002, memory: 9061, top1_acc: 0.3073, top5_acc: 0.5547, loss_cls: 3.2332, loss: 3.2332, grad_norm: 1.3730 2020-07-17 08:25:38,587 - mmaction - INFO - Epoch [30][700/1253] lr: 2.564e-01, eta: 4 days, 1:55:20, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.2958, top5_acc: 0.5596, loss_cls: 3.1971, loss: 3.1971, grad_norm: 1.3588 2020-07-17 08:26:00,363 - mmaction - INFO - Epoch [30][720/1253] lr: 2.566e-01, eta: 4 days, 1:54:32, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3026, top5_acc: 0.5648, loss_cls: 3.1848, loss: 3.1848, grad_norm: 1.3646 2020-07-17 08:26:22,074 - mmaction - INFO - Epoch [30][740/1253] lr: 2.567e-01, eta: 4 days, 1:53:43, time: 1.087, data_time: 0.004, memory: 9061, top1_acc: 0.3122, top5_acc: 0.5667, loss_cls: 3.1746, loss: 3.1746, grad_norm: 1.3329 2020-07-17 08:26:43,782 - mmaction - INFO - Epoch [30][760/1253] lr: 2.568e-01, eta: 4 days, 1:52:54, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3070, top5_acc: 0.5581, loss_cls: 3.2003, loss: 3.2003, grad_norm: 1.3559 2020-07-17 08:27:05,412 - mmaction - INFO - Epoch [30][780/1253] lr: 2.569e-01, eta: 4 days, 1:52:05, time: 1.081, data_time: 0.003, memory: 9061, top1_acc: 0.3268, top5_acc: 0.5716, loss_cls: 3.1137, loss: 3.1137, grad_norm: 1.3677 2020-07-17 08:27:27,199 - mmaction - INFO - Epoch [30][800/1253] lr: 2.570e-01, eta: 4 days, 1:51:16, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3021, top5_acc: 0.5672, loss_cls: 3.1910, loss: 3.1910, grad_norm: 1.3588 2020-07-17 08:27:48,911 - mmaction - INFO - Epoch [30][820/1253] lr: 2.572e-01, eta: 4 days, 1:50:28, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3039, top5_acc: 0.5651, loss_cls: 3.1627, loss: 3.1627, grad_norm: 1.3318 2020-07-17 08:28:10,586 - mmaction - INFO - Epoch [30][840/1253] lr: 2.573e-01, eta: 4 days, 1:49:39, time: 1.083, data_time: 0.003, memory: 9061, top1_acc: 0.3185, top5_acc: 0.5729, loss_cls: 3.1118, loss: 3.1118, grad_norm: 1.3527 2020-07-17 08:28:32,235 - mmaction - INFO - Epoch [30][860/1253] lr: 2.574e-01, eta: 4 days, 1:48:50, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3130, top5_acc: 0.5555, loss_cls: 3.2259, loss: 3.2259, grad_norm: 1.3470 2020-07-17 08:28:53,907 - mmaction - INFO - Epoch [30][880/1253] lr: 2.575e-01, eta: 4 days, 1:48:01, time: 1.083, data_time: 0.002, memory: 9061, top1_acc: 0.3115, top5_acc: 0.5573, loss_cls: 3.1691, loss: 3.1691, grad_norm: 1.3421 2020-07-17 08:29:15,635 - mmaction - INFO - Epoch [30][900/1253] lr: 2.577e-01, eta: 4 days, 1:47:12, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3052, top5_acc: 0.5656, loss_cls: 3.2155, loss: 3.2155, grad_norm: 1.3558 2020-07-17 08:29:37,266 - mmaction - INFO - Epoch [30][920/1253] lr: 2.578e-01, eta: 4 days, 1:46:23, time: 1.081, data_time: 0.002, memory: 9061, top1_acc: 0.3109, top5_acc: 0.5570, loss_cls: 3.1917, loss: 3.1917, grad_norm: 1.3380 2020-07-17 08:29:58,984 - mmaction - INFO - Epoch [30][940/1253] lr: 2.579e-01, eta: 4 days, 1:45:34, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3135, top5_acc: 0.5708, loss_cls: 3.1553, loss: 3.1553, grad_norm: 1.3632 2020-07-17 08:30:21,700 - mmaction - INFO - Epoch [30][960/1253] lr: 2.580e-01, eta: 4 days, 1:44:54, time: 1.137, data_time: 0.003, memory: 9061, top1_acc: 0.3190, top5_acc: 0.5799, loss_cls: 3.1192, loss: 3.1192, grad_norm: 1.3441 2020-07-17 08:30:43,504 - mmaction - INFO - Epoch [30][980/1253] lr: 2.581e-01, eta: 4 days, 1:44:06, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.3112, top5_acc: 0.5565, loss_cls: 3.2042, loss: 3.2042, grad_norm: 1.3492 2020-07-17 08:31:05,291 - mmaction - INFO - Epoch [30][1000/1253] lr: 2.583e-01, eta: 4 days, 1:43:18, time: 1.091, data_time: 0.004, memory: 9061, top1_acc: 0.3089, top5_acc: 0.5596, loss_cls: 3.2126, loss: 3.2126, grad_norm: 1.3259 2020-07-17 08:31:27,134 - mmaction - INFO - Epoch [30][1020/1253] lr: 2.584e-01, eta: 4 days, 1:42:30, time: 1.091, data_time: 0.002, memory: 9061, top1_acc: 0.3323, top5_acc: 0.5745, loss_cls: 3.1011, loss: 3.1011, grad_norm: 1.3070 2020-07-17 08:31:48,839 - mmaction - INFO - Epoch [30][1040/1253] lr: 2.585e-01, eta: 4 days, 1:41:42, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3026, top5_acc: 0.5565, loss_cls: 3.1771, loss: 3.1771, grad_norm: 1.3599 2020-07-17 08:32:10,451 - mmaction - INFO - Epoch [30][1060/1253] lr: 2.586e-01, eta: 4 days, 1:40:53, time: 1.082, data_time: 0.003, memory: 9061, top1_acc: 0.2997, top5_acc: 0.5646, loss_cls: 3.2033, loss: 3.2033, grad_norm: 1.3646 2020-07-17 08:32:32,278 - mmaction - INFO - Epoch [30][1080/1253] lr: 2.588e-01, eta: 4 days, 1:40:05, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.3047, top5_acc: 0.5471, loss_cls: 3.2231, loss: 3.2231, grad_norm: 1.3074 2020-07-17 08:32:54,082 - mmaction - INFO - Epoch [30][1100/1253] lr: 2.589e-01, eta: 4 days, 1:39:18, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.3167, top5_acc: 0.5555, loss_cls: 3.1742, loss: 3.1742, grad_norm: 1.3136 2020-07-17 08:33:15,761 - mmaction - INFO - Epoch [30][1120/1253] lr: 2.590e-01, eta: 4 days, 1:38:30, time: 1.084, data_time: 0.002, memory: 9061, top1_acc: 0.3188, top5_acc: 0.5776, loss_cls: 3.1417, loss: 3.1417, grad_norm: 1.3517 2020-07-17 08:33:37,431 - mmaction - INFO - Epoch [30][1140/1253] lr: 2.591e-01, eta: 4 days, 1:37:41, time: 1.083, data_time: 0.001, memory: 9061, top1_acc: 0.3203, top5_acc: 0.5742, loss_cls: 3.1292, loss: 3.1292, grad_norm: 1.3356 2020-07-17 08:33:59,036 - mmaction - INFO - Epoch [30][1160/1253] lr: 2.593e-01, eta: 4 days, 1:36:52, time: 1.080, data_time: 0.002, memory: 9061, top1_acc: 0.3154, top5_acc: 0.5628, loss_cls: 3.1955, loss: 3.1955, grad_norm: 1.3209 2020-07-17 08:34:20,827 - mmaction - INFO - Epoch [30][1180/1253] lr: 2.594e-01, eta: 4 days, 1:36:04, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.2932, top5_acc: 0.5555, loss_cls: 3.2527, loss: 3.2527, grad_norm: 1.3404 2020-07-17 08:34:42,527 - mmaction - INFO - Epoch [30][1200/1253] lr: 2.595e-01, eta: 4 days, 1:35:16, time: 1.087, data_time: 0.005, memory: 9061, top1_acc: 0.3260, top5_acc: 0.5703, loss_cls: 3.1553, loss: 3.1553, grad_norm: 1.3244 2020-07-17 08:35:04,393 - mmaction - INFO - Epoch [30][1220/1253] lr: 2.596e-01, eta: 4 days, 1:34:29, time: 1.093, data_time: 0.003, memory: 9061, top1_acc: 0.3279, top5_acc: 0.5786, loss_cls: 3.1012, loss: 3.1012, grad_norm: 1.3163 2020-07-17 08:35:25,953 - mmaction - INFO - Epoch [30][1240/1253] lr: 2.597e-01, eta: 4 days, 1:33:40, time: 1.080, data_time: 0.003, memory: 9061, top1_acc: 0.3154, top5_acc: 0.5591, loss_cls: 3.1834, loss: 3.1834, grad_norm: 1.3615 2020-07-17 08:38:49,007 - mmaction - INFO - Epoch [31][20/1253] lr: 2.594e-01, eta: 4 days, 1:50:42, time: 9.107, data_time: 7.765, memory: 9061, top1_acc: 0.3214, top5_acc: 0.5846, loss_cls: 3.1008, loss: 3.1008, grad_norm: 1.3370 2020-07-17 08:39:10,689 - mmaction - INFO - Epoch [31][40/1253] lr: 2.595e-01, eta: 4 days, 1:49:53, time: 1.083, data_time: 0.002, memory: 9061, top1_acc: 0.3156, top5_acc: 0.5615, loss_cls: 3.1481, loss: 3.1481, grad_norm: 1.3439 2020-07-17 08:39:32,549 - mmaction - INFO - Epoch [31][60/1253] lr: 2.596e-01, eta: 4 days, 1:49:05, time: 1.094, data_time: 0.003, memory: 9061, top1_acc: 0.3070, top5_acc: 0.5503, loss_cls: 3.2241, loss: 3.2241, grad_norm: 1.3392 2020-07-17 08:39:54,172 - mmaction - INFO - Epoch [31][80/1253] lr: 2.597e-01, eta: 4 days, 1:48:16, time: 1.080, data_time: 0.002, memory: 9061, top1_acc: 0.3156, top5_acc: 0.5711, loss_cls: 3.1299, loss: 3.1299, grad_norm: 1.3541 2020-07-17 08:40:15,991 - mmaction - INFO - Epoch [31][100/1253] lr: 2.599e-01, eta: 4 days, 1:47:28, time: 1.091, data_time: 0.004, memory: 9061, top1_acc: 0.3081, top5_acc: 0.5555, loss_cls: 3.1988, loss: 3.1988, grad_norm: 1.3351 2020-07-17 08:40:37,649 - mmaction - INFO - Epoch [31][120/1253] lr: 2.600e-01, eta: 4 days, 1:46:39, time: 1.084, data_time: 0.002, memory: 9061, top1_acc: 0.3201, top5_acc: 0.5719, loss_cls: 3.1299, loss: 3.1299, grad_norm: 1.3349 2020-07-17 08:40:59,331 - mmaction - INFO - Epoch [31][140/1253] lr: 2.601e-01, eta: 4 days, 1:45:50, time: 1.083, data_time: 0.001, memory: 9061, top1_acc: 0.3031, top5_acc: 0.5656, loss_cls: 3.1667, loss: 3.1667, grad_norm: 1.3660 2020-07-17 08:41:21,061 - mmaction - INFO - Epoch [31][160/1253] lr: 2.602e-01, eta: 4 days, 1:45:02, time: 1.084, data_time: 0.002, memory: 9061, top1_acc: 0.3227, top5_acc: 0.5768, loss_cls: 3.1111, loss: 3.1111, grad_norm: 1.3503 2020-07-17 08:41:42,766 - mmaction - INFO - Epoch [31][180/1253] lr: 2.603e-01, eta: 4 days, 1:44:13, time: 1.086, data_time: 0.004, memory: 9061, top1_acc: 0.3102, top5_acc: 0.5487, loss_cls: 3.2064, loss: 3.2064, grad_norm: 1.3620 2020-07-17 08:42:04,471 - mmaction - INFO - Epoch [31][200/1253] lr: 2.605e-01, eta: 4 days, 1:43:25, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3068, top5_acc: 0.5643, loss_cls: 3.1955, loss: 3.1955, grad_norm: 1.3376 2020-07-17 08:42:26,146 - mmaction - INFO - Epoch [31][220/1253] lr: 2.606e-01, eta: 4 days, 1:42:36, time: 1.083, data_time: 0.003, memory: 9061, top1_acc: 0.3156, top5_acc: 0.5656, loss_cls: 3.1654, loss: 3.1654, grad_norm: 1.3417 2020-07-17 08:42:47,768 - mmaction - INFO - Epoch [31][240/1253] lr: 2.607e-01, eta: 4 days, 1:41:47, time: 1.081, data_time: 0.003, memory: 9061, top1_acc: 0.3148, top5_acc: 0.5703, loss_cls: 3.1683, loss: 3.1683, grad_norm: 1.3605 2020-07-17 08:43:09,470 - mmaction - INFO - Epoch [31][260/1253] lr: 2.608e-01, eta: 4 days, 1:40:58, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3169, top5_acc: 0.5643, loss_cls: 3.1442, loss: 3.1442, grad_norm: 1.3289 2020-07-17 08:43:31,091 - mmaction - INFO - Epoch [31][280/1253] lr: 2.610e-01, eta: 4 days, 1:40:10, time: 1.082, data_time: 0.003, memory: 9061, top1_acc: 0.3167, top5_acc: 0.5729, loss_cls: 3.1452, loss: 3.1452, grad_norm: 1.3688 2020-07-17 08:43:52,729 - mmaction - INFO - Epoch [31][300/1253] lr: 2.611e-01, eta: 4 days, 1:39:20, time: 1.081, data_time: 0.002, memory: 9061, top1_acc: 0.3099, top5_acc: 0.5745, loss_cls: 3.1402, loss: 3.1402, grad_norm: 1.3651 2020-07-17 08:44:14,386 - mmaction - INFO - Epoch [31][320/1253] lr: 2.612e-01, eta: 4 days, 1:38:32, time: 1.083, data_time: 0.004, memory: 9061, top1_acc: 0.3109, top5_acc: 0.5651, loss_cls: 3.1762, loss: 3.1762, grad_norm: 1.3509 2020-07-17 08:44:35,999 - mmaction - INFO - Epoch [31][340/1253] lr: 2.613e-01, eta: 4 days, 1:37:43, time: 1.082, data_time: 0.003, memory: 9061, top1_acc: 0.3112, top5_acc: 0.5628, loss_cls: 3.1533, loss: 3.1533, grad_norm: 1.3258 2020-07-17 08:44:57,714 - mmaction - INFO - Epoch [31][360/1253] lr: 2.614e-01, eta: 4 days, 1:36:55, time: 1.085, data_time: 0.002, memory: 9061, top1_acc: 0.3188, top5_acc: 0.5667, loss_cls: 3.1922, loss: 3.1922, grad_norm: 1.3237 2020-07-17 08:45:19,382 - mmaction - INFO - Epoch [31][380/1253] lr: 2.616e-01, eta: 4 days, 1:36:06, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3219, top5_acc: 0.5695, loss_cls: 3.1509, loss: 3.1509, grad_norm: 1.3381 2020-07-17 08:45:41,116 - mmaction - INFO - Epoch [31][400/1253] lr: 2.617e-01, eta: 4 days, 1:35:18, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3060, top5_acc: 0.5604, loss_cls: 3.1893, loss: 3.1893, grad_norm: 1.3448 2020-07-17 08:46:02,811 - mmaction - INFO - Epoch [31][420/1253] lr: 2.618e-01, eta: 4 days, 1:34:30, time: 1.084, data_time: 0.002, memory: 9061, top1_acc: 0.3120, top5_acc: 0.5609, loss_cls: 3.1636, loss: 3.1636, grad_norm: 1.3379 2020-07-17 08:46:24,439 - mmaction - INFO - Epoch [31][440/1253] lr: 2.619e-01, eta: 4 days, 1:33:41, time: 1.082, data_time: 0.003, memory: 9061, top1_acc: 0.3469, top5_acc: 0.5792, loss_cls: 3.0735, loss: 3.0735, grad_norm: 1.3241 2020-07-17 08:46:46,186 - mmaction - INFO - Epoch [31][460/1253] lr: 2.621e-01, eta: 4 days, 1:32:53, time: 1.088, data_time: 0.002, memory: 9061, top1_acc: 0.3156, top5_acc: 0.5617, loss_cls: 3.1837, loss: 3.1837, grad_norm: 1.3551 2020-07-17 08:47:07,857 - mmaction - INFO - Epoch [31][480/1253] lr: 2.622e-01, eta: 4 days, 1:32:05, time: 1.081, data_time: 0.001, memory: 9061, top1_acc: 0.3055, top5_acc: 0.5578, loss_cls: 3.2145, loss: 3.2145, grad_norm: 1.3517 2020-07-17 08:47:29,532 - mmaction - INFO - Epoch [31][500/1253] lr: 2.623e-01, eta: 4 days, 1:31:16, time: 1.085, data_time: 0.004, memory: 9061, top1_acc: 0.3185, top5_acc: 0.5815, loss_cls: 3.1208, loss: 3.1208, grad_norm: 1.3521 2020-07-17 08:47:51,174 - mmaction - INFO - Epoch [31][520/1253] lr: 2.624e-01, eta: 4 days, 1:30:28, time: 1.080, data_time: 0.002, memory: 9061, top1_acc: 0.3177, top5_acc: 0.5547, loss_cls: 3.2297, loss: 3.2297, grad_norm: 1.3675 2020-07-17 08:48:12,865 - mmaction - INFO - Epoch [31][540/1253] lr: 2.626e-01, eta: 4 days, 1:29:40, time: 1.087, data_time: 0.004, memory: 9061, top1_acc: 0.2966, top5_acc: 0.5570, loss_cls: 3.2337, loss: 3.2337, grad_norm: 1.3322 2020-07-17 08:48:34,706 - mmaction - INFO - Epoch [31][560/1253] lr: 2.627e-01, eta: 4 days, 1:28:52, time: 1.090, data_time: 0.002, memory: 9061, top1_acc: 0.3120, top5_acc: 0.5622, loss_cls: 3.2050, loss: 3.2050, grad_norm: 1.3151 2020-07-17 08:48:56,371 - mmaction - INFO - Epoch [31][580/1253] lr: 2.628e-01, eta: 4 days, 1:28:04, time: 1.085, data_time: 0.004, memory: 9061, top1_acc: 0.3117, top5_acc: 0.5742, loss_cls: 3.1559, loss: 3.1559, grad_norm: 1.3209 2020-07-17 08:49:18,128 - mmaction - INFO - Epoch [31][600/1253] lr: 2.629e-01, eta: 4 days, 1:27:17, time: 1.087, data_time: 0.002, memory: 9061, top1_acc: 0.3010, top5_acc: 0.5526, loss_cls: 3.2307, loss: 3.2307, grad_norm: 1.3484 2020-07-17 08:49:39,759 - mmaction - INFO - Epoch [31][620/1253] lr: 2.630e-01, eta: 4 days, 1:26:28, time: 1.081, data_time: 0.003, memory: 9061, top1_acc: 0.3104, top5_acc: 0.5596, loss_cls: 3.1872, loss: 3.1872, grad_norm: 1.3249 2020-07-17 08:50:01,416 - mmaction - INFO - Epoch [31][640/1253] lr: 2.632e-01, eta: 4 days, 1:25:40, time: 1.084, data_time: 0.004, memory: 9061, top1_acc: 0.3323, top5_acc: 0.5755, loss_cls: 3.1097, loss: 3.1097, grad_norm: 1.3358 2020-07-17 08:50:23,105 - mmaction - INFO - Epoch [31][660/1253] lr: 2.633e-01, eta: 4 days, 1:24:52, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3117, top5_acc: 0.5698, loss_cls: 3.1701, loss: 3.1701, grad_norm: 1.3783 2020-07-17 08:50:44,777 - mmaction - INFO - Epoch [31][680/1253] lr: 2.634e-01, eta: 4 days, 1:24:04, time: 1.083, data_time: 0.003, memory: 9061, top1_acc: 0.3099, top5_acc: 0.5641, loss_cls: 3.1761, loss: 3.1761, grad_norm: 1.3299 2020-07-17 08:51:06,414 - mmaction - INFO - Epoch [31][700/1253] lr: 2.635e-01, eta: 4 days, 1:23:15, time: 1.082, data_time: 0.003, memory: 9061, top1_acc: 0.3133, top5_acc: 0.5565, loss_cls: 3.2231, loss: 3.2231, grad_norm: 1.3402 2020-07-17 08:51:28,069 - mmaction - INFO - Epoch [31][720/1253] lr: 2.637e-01, eta: 4 days, 1:22:27, time: 1.081, data_time: 0.003, memory: 9061, top1_acc: 0.3188, top5_acc: 0.5745, loss_cls: 3.1328, loss: 3.1328, grad_norm: 1.3118 2020-07-17 08:51:49,818 - mmaction - INFO - Epoch [31][740/1253] lr: 2.638e-01, eta: 4 days, 1:21:40, time: 1.089, data_time: 0.004, memory: 9061, top1_acc: 0.3154, top5_acc: 0.5622, loss_cls: 3.1919, loss: 3.1919, grad_norm: 1.3457 2020-07-17 08:52:11,529 - mmaction - INFO - Epoch [31][760/1253] lr: 2.639e-01, eta: 4 days, 1:20:52, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3117, top5_acc: 0.5557, loss_cls: 3.2148, loss: 3.2148, grad_norm: 1.2857 2020-07-17 08:52:33,180 - mmaction - INFO - Epoch [31][780/1253] lr: 2.640e-01, eta: 4 days, 1:20:04, time: 1.083, data_time: 0.003, memory: 9061, top1_acc: 0.3232, top5_acc: 0.5734, loss_cls: 3.1340, loss: 3.1340, grad_norm: 1.3283 2020-07-17 08:52:54,734 - mmaction - INFO - Epoch [31][800/1253] lr: 2.641e-01, eta: 4 days, 1:19:15, time: 1.079, data_time: 0.003, memory: 9061, top1_acc: 0.3112, top5_acc: 0.5651, loss_cls: 3.1750, loss: 3.1750, grad_norm: 1.3505 2020-07-17 08:53:16,252 - mmaction - INFO - Epoch [31][820/1253] lr: 2.643e-01, eta: 4 days, 1:18:26, time: 1.074, data_time: 0.001, memory: 9061, top1_acc: 0.3076, top5_acc: 0.5729, loss_cls: 3.1578, loss: 3.1578, grad_norm: 1.3327 2020-07-17 08:53:37,966 - mmaction - INFO - Epoch [31][840/1253] lr: 2.644e-01, eta: 4 days, 1:17:39, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3060, top5_acc: 0.5547, loss_cls: 3.2189, loss: 3.2189, grad_norm: 1.3120 2020-07-17 08:53:59,603 - mmaction - INFO - Epoch [31][860/1253] lr: 2.645e-01, eta: 4 days, 1:16:50, time: 1.082, data_time: 0.002, memory: 9061, top1_acc: 0.3086, top5_acc: 0.5534, loss_cls: 3.2168, loss: 3.2168, grad_norm: 1.3458 2020-07-17 08:54:21,186 - mmaction - INFO - Epoch [31][880/1253] lr: 2.646e-01, eta: 4 days, 1:16:02, time: 1.077, data_time: 0.002, memory: 9061, top1_acc: 0.3057, top5_acc: 0.5565, loss_cls: 3.1782, loss: 3.1782, grad_norm: 1.3483 2020-07-17 08:54:42,863 - mmaction - INFO - Epoch [31][900/1253] lr: 2.648e-01, eta: 4 days, 1:15:14, time: 1.084, data_time: 0.004, memory: 9061, top1_acc: 0.3099, top5_acc: 0.5750, loss_cls: 3.1188, loss: 3.1188, grad_norm: 1.3570 2020-07-17 08:55:04,537 - mmaction - INFO - Epoch [31][920/1253] lr: 2.649e-01, eta: 4 days, 1:14:27, time: 1.087, data_time: 0.004, memory: 9061, top1_acc: 0.2979, top5_acc: 0.5604, loss_cls: 3.1903, loss: 3.1903, grad_norm: 1.3404 2020-07-17 08:55:26,191 - mmaction - INFO - Epoch [31][940/1253] lr: 2.650e-01, eta: 4 days, 1:13:39, time: 1.081, data_time: 0.001, memory: 9061, top1_acc: 0.3141, top5_acc: 0.5742, loss_cls: 3.1486, loss: 3.1486, grad_norm: 1.3632 2020-07-17 08:55:48,014 - mmaction - INFO - Epoch [31][960/1253] lr: 2.651e-01, eta: 4 days, 1:12:52, time: 1.089, data_time: 0.002, memory: 9061, top1_acc: 0.3169, top5_acc: 0.5586, loss_cls: 3.1774, loss: 3.1774, grad_norm: 1.3218 2020-07-17 08:56:09,744 - mmaction - INFO - Epoch [31][980/1253] lr: 2.652e-01, eta: 4 days, 1:12:05, time: 1.089, data_time: 0.005, memory: 9061, top1_acc: 0.3023, top5_acc: 0.5503, loss_cls: 3.2310, loss: 3.2310, grad_norm: 1.3267 2020-07-17 08:56:31,552 - mmaction - INFO - Epoch [31][1000/1253] lr: 2.654e-01, eta: 4 days, 1:11:18, time: 1.089, data_time: 0.002, memory: 9061, top1_acc: 0.3104, top5_acc: 0.5646, loss_cls: 3.1396, loss: 3.1396, grad_norm: 1.2993 2020-07-17 08:56:53,249 - mmaction - INFO - Epoch [31][1020/1253] lr: 2.655e-01, eta: 4 days, 1:10:30, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3125, top5_acc: 0.5651, loss_cls: 3.1608, loss: 3.1608, grad_norm: 1.3339 2020-07-17 08:57:15,009 - mmaction - INFO - Epoch [31][1040/1253] lr: 2.656e-01, eta: 4 days, 1:09:43, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3148, top5_acc: 0.5674, loss_cls: 3.1938, loss: 3.1938, grad_norm: 1.3419 2020-07-17 08:57:36,721 - mmaction - INFO - Epoch [31][1060/1253] lr: 2.657e-01, eta: 4 days, 1:08:56, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.2977, top5_acc: 0.5586, loss_cls: 3.2330, loss: 3.2330, grad_norm: 1.3209 2020-07-17 08:57:58,554 - mmaction - INFO - Epoch [31][1080/1253] lr: 2.659e-01, eta: 4 days, 1:08:10, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.3250, top5_acc: 0.5737, loss_cls: 3.1486, loss: 3.1486, grad_norm: 1.3352 2020-07-17 08:58:20,161 - mmaction - INFO - Epoch [31][1100/1253] lr: 2.660e-01, eta: 4 days, 1:07:22, time: 1.079, data_time: 0.003, memory: 9061, top1_acc: 0.3073, top5_acc: 0.5549, loss_cls: 3.2060, loss: 3.2060, grad_norm: 1.3439 2020-07-17 08:58:41,890 - mmaction - INFO - Epoch [31][1120/1253] lr: 2.661e-01, eta: 4 days, 1:06:35, time: 1.088, data_time: 0.004, memory: 9061, top1_acc: 0.3073, top5_acc: 0.5570, loss_cls: 3.1791, loss: 3.1791, grad_norm: 1.3206 2020-07-17 08:59:03,672 - mmaction - INFO - Epoch [31][1140/1253] lr: 2.662e-01, eta: 4 days, 1:05:48, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3146, top5_acc: 0.5638, loss_cls: 3.1930, loss: 3.1930, grad_norm: 1.3377 2020-07-17 08:59:25,331 - mmaction - INFO - Epoch [31][1160/1253] lr: 2.663e-01, eta: 4 days, 1:05:00, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3107, top5_acc: 0.5695, loss_cls: 3.1385, loss: 3.1385, grad_norm: 1.3087 2020-07-17 08:59:48,019 - mmaction - INFO - Epoch [31][1180/1253] lr: 2.665e-01, eta: 4 days, 1:04:20, time: 1.130, data_time: 0.003, memory: 9061, top1_acc: 0.3078, top5_acc: 0.5542, loss_cls: 3.2200, loss: 3.2200, grad_norm: 1.3334 2020-07-17 09:00:19,241 - mmaction - INFO - Epoch [31][1200/1253] lr: 2.666e-01, eta: 4 days, 1:04:40, time: 1.552, data_time: 0.026, memory: 9061, top1_acc: 0.3073, top5_acc: 0.5612, loss_cls: 3.2161, loss: 3.2161, grad_norm: 1.3315 2020-07-17 09:00:41,014 - mmaction - INFO - Epoch [31][1220/1253] lr: 2.667e-01, eta: 4 days, 1:03:56, time: 1.103, data_time: 0.019, memory: 9061, top1_acc: 0.3193, top5_acc: 0.5690, loss_cls: 3.1740, loss: 3.1740, grad_norm: 1.3182 2020-07-17 09:01:02,756 - mmaction - INFO - Epoch [31][1240/1253] lr: 2.668e-01, eta: 4 days, 1:03:09, time: 1.088, data_time: 0.002, memory: 9061, top1_acc: 0.3065, top5_acc: 0.5578, loss_cls: 3.2067, loss: 3.2067, grad_norm: 1.3108 2020-07-17 09:05:05,690 - mmaction - INFO - Epoch [32][20/1253] lr: 2.664e-01, eta: 4 days, 1:23:40, time: 10.815, data_time: 9.624, memory: 9061, top1_acc: 0.3156, top5_acc: 0.5609, loss_cls: 3.1691, loss: 3.1691, grad_norm: 1.3388 2020-07-17 09:05:27,425 - mmaction - INFO - Epoch [32][40/1253] lr: 2.665e-01, eta: 4 days, 1:22:53, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3133, top5_acc: 0.5635, loss_cls: 3.1707, loss: 3.1707, grad_norm: 1.3326 2020-07-17 09:05:49,252 - mmaction - INFO - Epoch [32][60/1253] lr: 2.667e-01, eta: 4 days, 1:22:06, time: 1.090, data_time: 0.002, memory: 9061, top1_acc: 0.3188, top5_acc: 0.5659, loss_cls: 3.1482, loss: 3.1482, grad_norm: 1.3370 2020-07-17 09:06:10,935 - mmaction - INFO - Epoch [32][80/1253] lr: 2.668e-01, eta: 4 days, 1:21:18, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.2987, top5_acc: 0.5438, loss_cls: 3.2376, loss: 3.2376, grad_norm: 1.3629 2020-07-17 09:06:32,529 - mmaction - INFO - Epoch [32][100/1253] lr: 2.669e-01, eta: 4 days, 1:20:29, time: 1.079, data_time: 0.002, memory: 9061, top1_acc: 0.3242, top5_acc: 0.5768, loss_cls: 3.1086, loss: 3.1086, grad_norm: 1.3152 2020-07-17 09:06:54,251 - mmaction - INFO - Epoch [32][120/1253] lr: 2.670e-01, eta: 4 days, 1:19:42, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3078, top5_acc: 0.5724, loss_cls: 3.1681, loss: 3.1681, grad_norm: 1.3306 2020-07-17 09:07:15,929 - mmaction - INFO - Epoch [32][140/1253] lr: 2.672e-01, eta: 4 days, 1:18:54, time: 1.084, data_time: 0.007, memory: 9061, top1_acc: 0.3216, top5_acc: 0.5747, loss_cls: 3.1002, loss: 3.1002, grad_norm: 1.3100 2020-07-17 09:07:37,730 - mmaction - INFO - Epoch [32][160/1253] lr: 2.673e-01, eta: 4 days, 1:18:07, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.3143, top5_acc: 0.5685, loss_cls: 3.1656, loss: 3.1656, grad_norm: 1.3144 2020-07-17 09:07:59,359 - mmaction - INFO - Epoch [32][180/1253] lr: 2.674e-01, eta: 4 days, 1:17:19, time: 1.082, data_time: 0.002, memory: 9061, top1_acc: 0.3154, top5_acc: 0.5706, loss_cls: 3.1209, loss: 3.1209, grad_norm: 1.3410 2020-07-17 09:08:20,971 - mmaction - INFO - Epoch [32][200/1253] lr: 2.675e-01, eta: 4 days, 1:16:30, time: 1.080, data_time: 0.002, memory: 9061, top1_acc: 0.2990, top5_acc: 0.5570, loss_cls: 3.2365, loss: 3.2365, grad_norm: 1.3480 2020-07-17 09:08:42,652 - mmaction - INFO - Epoch [32][220/1253] lr: 2.676e-01, eta: 4 days, 1:15:42, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3177, top5_acc: 0.5667, loss_cls: 3.1475, loss: 3.1475, grad_norm: 1.3034 2020-07-17 09:09:04,335 - mmaction - INFO - Epoch [32][240/1253] lr: 2.678e-01, eta: 4 days, 1:14:55, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3089, top5_acc: 0.5651, loss_cls: 3.1540, loss: 3.1540, grad_norm: 1.3239 2020-07-17 09:09:26,381 - mmaction - INFO - Epoch [32][260/1253] lr: 2.679e-01, eta: 4 days, 1:14:10, time: 1.103, data_time: 0.002, memory: 9061, top1_acc: 0.3240, top5_acc: 0.5833, loss_cls: 3.0973, loss: 3.0973, grad_norm: 1.3188 2020-07-17 09:09:48,910 - mmaction - INFO - Epoch [32][280/1253] lr: 2.680e-01, eta: 4 days, 1:13:28, time: 1.127, data_time: 0.013, memory: 9061, top1_acc: 0.3276, top5_acc: 0.5747, loss_cls: 3.1350, loss: 3.1350, grad_norm: 1.3501 2020-07-17 09:10:11,858 - mmaction - INFO - Epoch [32][300/1253] lr: 2.681e-01, eta: 4 days, 1:12:49, time: 1.143, data_time: 0.012, memory: 9061, top1_acc: 0.3094, top5_acc: 0.5758, loss_cls: 3.1247, loss: 3.1247, grad_norm: 1.3266 2020-07-17 09:10:33,988 - mmaction - INFO - Epoch [32][320/1253] lr: 2.683e-01, eta: 4 days, 1:12:05, time: 1.108, data_time: 0.014, memory: 9061, top1_acc: 0.3049, top5_acc: 0.5570, loss_cls: 3.2011, loss: 3.2011, grad_norm: 1.3529 2020-07-17 09:10:55,681 - mmaction - INFO - Epoch [32][340/1253] lr: 2.684e-01, eta: 4 days, 1:11:17, time: 1.086, data_time: 0.005, memory: 9061, top1_acc: 0.3102, top5_acc: 0.5544, loss_cls: 3.1980, loss: 3.1980, grad_norm: 1.3140 2020-07-17 09:11:18,374 - mmaction - INFO - Epoch [32][360/1253] lr: 2.685e-01, eta: 4 days, 1:10:37, time: 1.135, data_time: 0.003, memory: 9061, top1_acc: 0.3193, top5_acc: 0.5625, loss_cls: 3.1643, loss: 3.1643, grad_norm: 1.3386 2020-07-17 09:11:41,112 - mmaction - INFO - Epoch [32][380/1253] lr: 2.686e-01, eta: 4 days, 1:09:57, time: 1.137, data_time: 0.019, memory: 9061, top1_acc: 0.3104, top5_acc: 0.5583, loss_cls: 3.1965, loss: 3.1965, grad_norm: 1.3250 2020-07-17 09:12:03,970 - mmaction - INFO - Epoch [32][400/1253] lr: 2.687e-01, eta: 4 days, 1:09:18, time: 1.143, data_time: 0.014, memory: 9061, top1_acc: 0.3214, top5_acc: 0.5737, loss_cls: 3.1236, loss: 3.1236, grad_norm: 1.3331 2020-07-17 09:12:25,848 - mmaction - INFO - Epoch [32][420/1253] lr: 2.689e-01, eta: 4 days, 1:08:32, time: 1.096, data_time: 0.004, memory: 9061, top1_acc: 0.3151, top5_acc: 0.5737, loss_cls: 3.1475, loss: 3.1475, grad_norm: 1.3283 2020-07-17 09:12:47,596 - mmaction - INFO - Epoch [32][440/1253] lr: 2.690e-01, eta: 4 days, 1:07:45, time: 1.086, data_time: 0.002, memory: 9061, top1_acc: 0.3161, top5_acc: 0.5565, loss_cls: 3.1702, loss: 3.1702, grad_norm: 1.3179 2020-07-17 09:13:09,330 - mmaction - INFO - Epoch [32][460/1253] lr: 2.691e-01, eta: 4 days, 1:06:58, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3026, top5_acc: 0.5549, loss_cls: 3.2131, loss: 3.2131, grad_norm: 1.3230 2020-07-17 09:13:30,993 - mmaction - INFO - Epoch [32][480/1253] lr: 2.692e-01, eta: 4 days, 1:06:10, time: 1.082, data_time: 0.001, memory: 9061, top1_acc: 0.3151, top5_acc: 0.5659, loss_cls: 3.1808, loss: 3.1808, grad_norm: 1.2983 2020-07-17 09:13:52,564 - mmaction - INFO - Epoch [32][500/1253] lr: 2.694e-01, eta: 4 days, 1:05:22, time: 1.079, data_time: 0.003, memory: 9061, top1_acc: 0.2984, top5_acc: 0.5745, loss_cls: 3.1376, loss: 3.1376, grad_norm: 1.3266 2020-07-17 09:14:14,387 - mmaction - INFO - Epoch [32][520/1253] lr: 2.695e-01, eta: 4 days, 1:04:36, time: 1.092, data_time: 0.002, memory: 9061, top1_acc: 0.3063, top5_acc: 0.5646, loss_cls: 3.1585, loss: 3.1585, grad_norm: 1.3091 2020-07-17 09:14:36,328 - mmaction - INFO - Epoch [32][540/1253] lr: 2.696e-01, eta: 4 days, 1:03:50, time: 1.096, data_time: 0.001, memory: 9061, top1_acc: 0.3018, top5_acc: 0.5526, loss_cls: 3.2283, loss: 3.2283, grad_norm: 1.3806 2020-07-17 09:14:57,925 - mmaction - INFO - Epoch [32][560/1253] lr: 2.697e-01, eta: 4 days, 1:03:02, time: 1.080, data_time: 0.002, memory: 9061, top1_acc: 0.3143, top5_acc: 0.5680, loss_cls: 3.1525, loss: 3.1525, grad_norm: 1.2981 2020-07-17 09:15:19,561 - mmaction - INFO - Epoch [32][580/1253] lr: 2.698e-01, eta: 4 days, 1:02:14, time: 1.082, data_time: 0.002, memory: 9061, top1_acc: 0.3047, top5_acc: 0.5583, loss_cls: 3.2291, loss: 3.2291, grad_norm: 1.3293 2020-07-17 09:15:41,219 - mmaction - INFO - Epoch [32][600/1253] lr: 2.700e-01, eta: 4 days, 1:01:27, time: 1.083, data_time: 0.002, memory: 9061, top1_acc: 0.2974, top5_acc: 0.5565, loss_cls: 3.2430, loss: 3.2430, grad_norm: 1.3444 2020-07-17 09:16:02,885 - mmaction - INFO - Epoch [32][620/1253] lr: 2.701e-01, eta: 4 days, 1:00:39, time: 1.081, data_time: 0.001, memory: 9061, top1_acc: 0.3237, top5_acc: 0.5771, loss_cls: 3.0900, loss: 3.0900, grad_norm: 1.3233 2020-07-17 09:16:24,740 - mmaction - INFO - Epoch [32][640/1253] lr: 2.702e-01, eta: 4 days, 0:59:53, time: 1.094, data_time: 0.004, memory: 9061, top1_acc: 0.3148, top5_acc: 0.5677, loss_cls: 3.1415, loss: 3.1415, grad_norm: 1.3365 2020-07-17 09:16:46,446 - mmaction - INFO - Epoch [32][660/1253] lr: 2.703e-01, eta: 4 days, 0:59:06, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3081, top5_acc: 0.5667, loss_cls: 3.1570, loss: 3.1570, grad_norm: 1.3284 2020-07-17 09:17:08,386 - mmaction - INFO - Epoch [32][680/1253] lr: 2.705e-01, eta: 4 days, 0:58:21, time: 1.097, data_time: 0.004, memory: 9061, top1_acc: 0.3151, top5_acc: 0.5721, loss_cls: 3.1414, loss: 3.1414, grad_norm: 1.3313 2020-07-17 09:17:30,140 - mmaction - INFO - Epoch [32][700/1253] lr: 2.706e-01, eta: 4 days, 0:57:34, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3143, top5_acc: 0.5565, loss_cls: 3.2052, loss: 3.2052, grad_norm: 1.3234 2020-07-17 09:17:51,772 - mmaction - INFO - Epoch [32][720/1253] lr: 2.707e-01, eta: 4 days, 0:56:47, time: 1.082, data_time: 0.004, memory: 9061, top1_acc: 0.3148, top5_acc: 0.5693, loss_cls: 3.1926, loss: 3.1926, grad_norm: 1.3061 2020-07-17 09:18:13,506 - mmaction - INFO - Epoch [32][740/1253] lr: 2.708e-01, eta: 4 days, 0:56:00, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3146, top5_acc: 0.5703, loss_cls: 3.1507, loss: 3.1507, grad_norm: 1.3376 2020-07-17 09:18:35,248 - mmaction - INFO - Epoch [32][760/1253] lr: 2.709e-01, eta: 4 days, 0:55:13, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3141, top5_acc: 0.5698, loss_cls: 3.1421, loss: 3.1421, grad_norm: 1.3337 2020-07-17 09:18:56,934 - mmaction - INFO - Epoch [32][780/1253] lr: 2.711e-01, eta: 4 days, 0:54:26, time: 1.084, data_time: 0.002, memory: 9061, top1_acc: 0.3044, top5_acc: 0.5633, loss_cls: 3.2088, loss: 3.2088, grad_norm: 1.3338 2020-07-17 09:19:18,661 - mmaction - INFO - Epoch [32][800/1253] lr: 2.712e-01, eta: 4 days, 0:53:40, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3208, top5_acc: 0.5682, loss_cls: 3.1429, loss: 3.1429, grad_norm: 1.2975 2020-07-17 09:19:40,267 - mmaction - INFO - Epoch [32][820/1253] lr: 2.713e-01, eta: 4 days, 0:52:52, time: 1.080, data_time: 0.002, memory: 9061, top1_acc: 0.3310, top5_acc: 0.5612, loss_cls: 3.1738, loss: 3.1738, grad_norm: 1.3220 2020-07-17 09:20:02,047 - mmaction - INFO - Epoch [32][840/1253] lr: 2.714e-01, eta: 4 days, 0:52:06, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.3122, top5_acc: 0.5628, loss_cls: 3.1458, loss: 3.1458, grad_norm: 1.3536 2020-07-17 09:20:23,742 - mmaction - INFO - Epoch [32][860/1253] lr: 2.716e-01, eta: 4 days, 0:51:19, time: 1.084, data_time: 0.001, memory: 9061, top1_acc: 0.3143, top5_acc: 0.5690, loss_cls: 3.1866, loss: 3.1866, grad_norm: 1.3308 2020-07-17 09:20:45,504 - mmaction - INFO - Epoch [32][880/1253] lr: 2.717e-01, eta: 4 days, 0:50:32, time: 1.087, data_time: 0.002, memory: 9061, top1_acc: 0.3188, top5_acc: 0.5622, loss_cls: 3.1684, loss: 3.1684, grad_norm: 1.3588 2020-07-17 09:21:07,284 - mmaction - INFO - Epoch [32][900/1253] lr: 2.718e-01, eta: 4 days, 0:49:46, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3065, top5_acc: 0.5630, loss_cls: 3.1592, loss: 3.1592, grad_norm: 1.3110 2020-07-17 09:21:29,251 - mmaction - INFO - Epoch [32][920/1253] lr: 2.719e-01, eta: 4 days, 0:49:01, time: 1.098, data_time: 0.004, memory: 9061, top1_acc: 0.3094, top5_acc: 0.5750, loss_cls: 3.1518, loss: 3.1518, grad_norm: 1.3424 2020-07-17 09:21:50,957 - mmaction - INFO - Epoch [32][940/1253] lr: 2.720e-01, eta: 4 days, 0:48:15, time: 1.087, data_time: 0.004, memory: 9061, top1_acc: 0.3031, top5_acc: 0.5620, loss_cls: 3.2069, loss: 3.2069, grad_norm: 1.3276 2020-07-17 09:22:12,680 - mmaction - INFO - Epoch [32][960/1253] lr: 2.722e-01, eta: 4 days, 0:47:28, time: 1.087, data_time: 0.002, memory: 9061, top1_acc: 0.2984, top5_acc: 0.5411, loss_cls: 3.2694, loss: 3.2694, grad_norm: 1.3168 2020-07-17 09:22:34,336 - mmaction - INFO - Epoch [32][980/1253] lr: 2.723e-01, eta: 4 days, 0:46:41, time: 1.081, data_time: 0.002, memory: 9061, top1_acc: 0.3083, top5_acc: 0.5573, loss_cls: 3.2020, loss: 3.2020, grad_norm: 1.3057 2020-07-17 09:22:55,975 - mmaction - INFO - Epoch [32][1000/1253] lr: 2.724e-01, eta: 4 days, 0:45:54, time: 1.083, data_time: 0.003, memory: 9061, top1_acc: 0.3115, top5_acc: 0.5490, loss_cls: 3.2274, loss: 3.2274, grad_norm: 1.3040 2020-07-17 09:23:17,707 - mmaction - INFO - Epoch [32][1020/1253] lr: 2.725e-01, eta: 4 days, 0:45:08, time: 1.087, data_time: 0.002, memory: 9061, top1_acc: 0.3138, top5_acc: 0.5664, loss_cls: 3.1969, loss: 3.1969, grad_norm: 1.3463 2020-07-17 09:23:39,544 - mmaction - INFO - Epoch [32][1040/1253] lr: 2.727e-01, eta: 4 days, 0:44:22, time: 1.091, data_time: 0.001, memory: 9061, top1_acc: 0.2924, top5_acc: 0.5432, loss_cls: 3.2646, loss: 3.2646, grad_norm: 1.3426 2020-07-17 09:24:01,297 - mmaction - INFO - Epoch [32][1060/1253] lr: 2.728e-01, eta: 4 days, 0:43:35, time: 1.086, data_time: 0.002, memory: 9061, top1_acc: 0.3096, top5_acc: 0.5635, loss_cls: 3.1787, loss: 3.1787, grad_norm: 1.3238 2020-07-17 09:24:22,870 - mmaction - INFO - Epoch [32][1080/1253] lr: 2.729e-01, eta: 4 days, 0:42:48, time: 1.080, data_time: 0.004, memory: 9061, top1_acc: 0.3016, top5_acc: 0.5685, loss_cls: 3.1756, loss: 3.1756, grad_norm: 1.3388 2020-07-17 09:24:44,592 - mmaction - INFO - Epoch [32][1100/1253] lr: 2.730e-01, eta: 4 days, 0:42:02, time: 1.087, data_time: 0.002, memory: 9061, top1_acc: 0.2992, top5_acc: 0.5581, loss_cls: 3.2052, loss: 3.2052, grad_norm: 1.3291 2020-07-17 09:25:06,257 - mmaction - INFO - Epoch [32][1120/1253] lr: 2.731e-01, eta: 4 days, 0:41:15, time: 1.082, data_time: 0.002, memory: 9061, top1_acc: 0.3122, top5_acc: 0.5664, loss_cls: 3.1629, loss: 3.1629, grad_norm: 1.2983 2020-07-17 09:25:28,015 - mmaction - INFO - Epoch [32][1140/1253] lr: 2.733e-01, eta: 4 days, 0:40:29, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3138, top5_acc: 0.5589, loss_cls: 3.1852, loss: 3.1852, grad_norm: 1.2868 2020-07-17 09:25:49,852 - mmaction - INFO - Epoch [32][1160/1253] lr: 2.734e-01, eta: 4 days, 0:39:43, time: 1.092, data_time: 0.002, memory: 9061, top1_acc: 0.3185, top5_acc: 0.5680, loss_cls: 3.1491, loss: 3.1491, grad_norm: 1.3668 2020-07-17 09:26:11,386 - mmaction - INFO - Epoch [32][1180/1253] lr: 2.735e-01, eta: 4 days, 0:38:56, time: 1.076, data_time: 0.002, memory: 9061, top1_acc: 0.3036, top5_acc: 0.5549, loss_cls: 3.1882, loss: 3.1882, grad_norm: 1.3049 2020-07-17 09:26:32,998 - mmaction - INFO - Epoch [32][1200/1253] lr: 2.736e-01, eta: 4 days, 0:38:09, time: 1.081, data_time: 0.003, memory: 9061, top1_acc: 0.3128, top5_acc: 0.5648, loss_cls: 3.1877, loss: 3.1877, grad_norm: 1.3324 2020-07-17 09:26:54,737 - mmaction - INFO - Epoch [32][1220/1253] lr: 2.738e-01, eta: 4 days, 0:37:22, time: 1.086, data_time: 0.008, memory: 9061, top1_acc: 0.3034, top5_acc: 0.5576, loss_cls: 3.1978, loss: 3.1978, grad_norm: 1.3220 2020-07-17 09:27:16,364 - mmaction - INFO - Epoch [32][1240/1253] lr: 2.739e-01, eta: 4 days, 0:36:36, time: 1.081, data_time: 0.003, memory: 9061, top1_acc: 0.3081, top5_acc: 0.5776, loss_cls: 3.1439, loss: 3.1439, grad_norm: 1.3268 2020-07-17 09:27:36,771 - mmaction - INFO - Saving checkpoint at 32 epochs 2020-07-17 09:30:46,735 - mmaction - INFO - Epoch [33][20/1253] lr: 2.734e-01, eta: 4 days, 0:53:02, time: 9.383, data_time: 7.870, memory: 9061, top1_acc: 0.3172, top5_acc: 0.5753, loss_cls: 3.1595, loss: 3.1595, grad_norm: 1.3479 2020-07-17 09:31:08,655 - mmaction - INFO - Epoch [33][40/1253] lr: 2.735e-01, eta: 4 days, 0:52:16, time: 1.093, data_time: 0.005, memory: 9061, top1_acc: 0.3229, top5_acc: 0.5690, loss_cls: 3.1281, loss: 3.1281, grad_norm: 1.3136 2020-07-17 09:31:31,062 - mmaction - INFO - Epoch [33][60/1253] lr: 2.737e-01, eta: 4 days, 0:51:34, time: 1.125, data_time: 0.019, memory: 9061, top1_acc: 0.3125, top5_acc: 0.5773, loss_cls: 3.1286, loss: 3.1286, grad_norm: 1.3294 2020-07-17 09:31:53,490 - mmaction - INFO - Epoch [33][80/1253] lr: 2.738e-01, eta: 4 days, 0:50:53, time: 1.121, data_time: 0.010, memory: 9061, top1_acc: 0.3245, top5_acc: 0.5625, loss_cls: 3.1375, loss: 3.1375, grad_norm: 1.3295 2020-07-17 09:32:15,596 - mmaction - INFO - Epoch [33][100/1253] lr: 2.739e-01, eta: 4 days, 0:50:09, time: 1.108, data_time: 0.013, memory: 9061, top1_acc: 0.3117, top5_acc: 0.5656, loss_cls: 3.1548, loss: 3.1548, grad_norm: 1.3472 2020-07-17 09:32:37,199 - mmaction - INFO - Epoch [33][120/1253] lr: 2.740e-01, eta: 4 days, 0:49:21, time: 1.077, data_time: 0.001, memory: 9061, top1_acc: 0.3060, top5_acc: 0.5661, loss_cls: 3.1700, loss: 3.1700, grad_norm: 1.3477 2020-07-17 09:32:58,919 - mmaction - INFO - Epoch [33][140/1253] lr: 2.742e-01, eta: 4 days, 0:48:35, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3112, top5_acc: 0.5620, loss_cls: 3.2050, loss: 3.2050, grad_norm: 1.3263 2020-07-17 09:33:20,550 - mmaction - INFO - Epoch [33][160/1253] lr: 2.743e-01, eta: 4 days, 0:47:47, time: 1.078, data_time: 0.002, memory: 9061, top1_acc: 0.3107, top5_acc: 0.5589, loss_cls: 3.1711, loss: 3.1711, grad_norm: 1.3269 2020-07-17 09:33:42,189 - mmaction - INFO - Epoch [33][180/1253] lr: 2.744e-01, eta: 4 days, 0:47:00, time: 1.084, data_time: 0.006, memory: 9061, top1_acc: 0.3177, top5_acc: 0.5714, loss_cls: 3.1617, loss: 3.1617, grad_norm: 1.3236 2020-07-17 09:34:03,974 - mmaction - INFO - Epoch [33][200/1253] lr: 2.745e-01, eta: 4 days, 0:46:14, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.3135, top5_acc: 0.5583, loss_cls: 3.2036, loss: 3.2036, grad_norm: 1.3164 2020-07-17 09:34:25,598 - mmaction - INFO - Epoch [33][220/1253] lr: 2.746e-01, eta: 4 days, 0:45:27, time: 1.081, data_time: 0.002, memory: 9061, top1_acc: 0.3044, top5_acc: 0.5654, loss_cls: 3.1822, loss: 3.1822, grad_norm: 1.3034 2020-07-17 09:34:47,218 - mmaction - INFO - Epoch [33][240/1253] lr: 2.748e-01, eta: 4 days, 0:44:39, time: 1.080, data_time: 0.002, memory: 9061, top1_acc: 0.3125, top5_acc: 0.5570, loss_cls: 3.1940, loss: 3.1940, grad_norm: 1.3335 2020-07-17 09:35:08,836 - mmaction - INFO - Epoch [33][260/1253] lr: 2.749e-01, eta: 4 days, 0:43:52, time: 1.081, data_time: 0.004, memory: 9061, top1_acc: 0.3112, top5_acc: 0.5516, loss_cls: 3.2187, loss: 3.2187, grad_norm: 1.3219 2020-07-17 09:35:30,495 - mmaction - INFO - Epoch [33][280/1253] lr: 2.750e-01, eta: 4 days, 0:43:05, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3057, top5_acc: 0.5661, loss_cls: 3.1434, loss: 3.1434, grad_norm: 1.3285 2020-07-17 09:35:52,160 - mmaction - INFO - Epoch [33][300/1253] lr: 2.751e-01, eta: 4 days, 0:42:19, time: 1.084, data_time: 0.002, memory: 9061, top1_acc: 0.2984, top5_acc: 0.5589, loss_cls: 3.2464, loss: 3.2464, grad_norm: 1.3279 2020-07-17 09:36:13,911 - mmaction - INFO - Epoch [33][320/1253] lr: 2.752e-01, eta: 4 days, 0:41:32, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3096, top5_acc: 0.5643, loss_cls: 3.1612, loss: 3.1612, grad_norm: 1.3232 2020-07-17 09:36:35,615 - mmaction - INFO - Epoch [33][340/1253] lr: 2.754e-01, eta: 4 days, 0:40:46, time: 1.086, data_time: 0.004, memory: 9061, top1_acc: 0.3185, top5_acc: 0.5776, loss_cls: 3.1557, loss: 3.1557, grad_norm: 1.3108 2020-07-17 09:36:57,292 - mmaction - INFO - Epoch [33][360/1253] lr: 2.755e-01, eta: 4 days, 0:39:59, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3151, top5_acc: 0.5672, loss_cls: 3.1516, loss: 3.1516, grad_norm: 1.3516 2020-07-17 09:37:18,975 - mmaction - INFO - Epoch [33][380/1253] lr: 2.756e-01, eta: 4 days, 0:39:13, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3031, top5_acc: 0.5630, loss_cls: 3.1767, loss: 3.1767, grad_norm: 1.3516 2020-07-17 09:37:40,810 - mmaction - INFO - Epoch [33][400/1253] lr: 2.757e-01, eta: 4 days, 0:38:27, time: 1.091, data_time: 0.001, memory: 9061, top1_acc: 0.3122, top5_acc: 0.5490, loss_cls: 3.2013, loss: 3.2013, grad_norm: 1.3218 2020-07-17 09:38:02,557 - mmaction - INFO - Epoch [33][420/1253] lr: 2.759e-01, eta: 4 days, 0:37:41, time: 1.088, data_time: 0.002, memory: 9061, top1_acc: 0.2862, top5_acc: 0.5508, loss_cls: 3.2629, loss: 3.2629, grad_norm: 1.3431 2020-07-17 09:38:24,189 - mmaction - INFO - Epoch [33][440/1253] lr: 2.760e-01, eta: 4 days, 0:36:54, time: 1.080, data_time: 0.002, memory: 9061, top1_acc: 0.3099, top5_acc: 0.5656, loss_cls: 3.1870, loss: 3.1870, grad_norm: 1.2975 2020-07-17 09:38:45,830 - mmaction - INFO - Epoch [33][460/1253] lr: 2.761e-01, eta: 4 days, 0:36:07, time: 1.082, data_time: 0.003, memory: 9061, top1_acc: 0.2995, top5_acc: 0.5508, loss_cls: 3.2474, loss: 3.2474, grad_norm: 1.3352 2020-07-17 09:39:07,634 - mmaction - INFO - Epoch [33][480/1253] lr: 2.762e-01, eta: 4 days, 0:35:21, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.3156, top5_acc: 0.5643, loss_cls: 3.1942, loss: 3.1942, grad_norm: 1.2924 2020-07-17 09:39:29,194 - mmaction - INFO - Epoch [33][500/1253] lr: 2.763e-01, eta: 4 days, 0:34:34, time: 1.080, data_time: 0.003, memory: 9061, top1_acc: 0.3352, top5_acc: 0.5776, loss_cls: 3.1210, loss: 3.1210, grad_norm: 1.3357 2020-07-17 09:39:50,952 - mmaction - INFO - Epoch [33][520/1253] lr: 2.765e-01, eta: 4 days, 0:33:48, time: 1.085, data_time: 0.001, memory: 9061, top1_acc: 0.3039, top5_acc: 0.5482, loss_cls: 3.2122, loss: 3.2122, grad_norm: 1.3124 2020-07-17 09:40:12,589 - mmaction - INFO - Epoch [33][540/1253] lr: 2.766e-01, eta: 4 days, 0:33:01, time: 1.082, data_time: 0.003, memory: 9061, top1_acc: 0.3104, top5_acc: 0.5612, loss_cls: 3.1998, loss: 3.1998, grad_norm: 1.3293 2020-07-17 09:40:34,370 - mmaction - INFO - Epoch [33][560/1253] lr: 2.767e-01, eta: 4 days, 0:32:16, time: 1.090, data_time: 0.004, memory: 9061, top1_acc: 0.3125, top5_acc: 0.5536, loss_cls: 3.2236, loss: 3.2236, grad_norm: 1.3190 2020-07-17 09:40:56,079 - mmaction - INFO - Epoch [33][580/1253] lr: 2.768e-01, eta: 4 days, 0:31:29, time: 1.085, data_time: 0.002, memory: 9061, top1_acc: 0.2995, top5_acc: 0.5672, loss_cls: 3.1883, loss: 3.1883, grad_norm: 1.3255 2020-07-17 09:41:17,808 - mmaction - INFO - Epoch [33][600/1253] lr: 2.770e-01, eta: 4 days, 0:30:43, time: 1.085, data_time: 0.007, memory: 9061, top1_acc: 0.3130, top5_acc: 0.5583, loss_cls: 3.1906, loss: 3.1906, grad_norm: 1.3486 2020-07-17 09:41:39,412 - mmaction - INFO - Epoch [33][620/1253] lr: 2.771e-01, eta: 4 days, 0:29:57, time: 1.081, data_time: 0.004, memory: 9061, top1_acc: 0.3068, top5_acc: 0.5659, loss_cls: 3.1807, loss: 3.1807, grad_norm: 1.2964 2020-07-17 09:42:01,119 - mmaction - INFO - Epoch [33][640/1253] lr: 2.772e-01, eta: 4 days, 0:29:10, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3289, top5_acc: 0.5760, loss_cls: 3.0821, loss: 3.0821, grad_norm: 1.3056 2020-07-17 09:42:22,708 - mmaction - INFO - Epoch [33][660/1253] lr: 2.773e-01, eta: 4 days, 0:28:23, time: 1.079, data_time: 0.003, memory: 9061, top1_acc: 0.3122, top5_acc: 0.5690, loss_cls: 3.1626, loss: 3.1626, grad_norm: 1.3197 2020-07-17 09:42:44,574 - mmaction - INFO - Epoch [33][680/1253] lr: 2.774e-01, eta: 4 days, 0:27:38, time: 1.094, data_time: 0.003, memory: 9061, top1_acc: 0.2904, top5_acc: 0.5549, loss_cls: 3.2386, loss: 3.2386, grad_norm: 1.3186 2020-07-17 09:43:06,194 - mmaction - INFO - Epoch [33][700/1253] lr: 2.776e-01, eta: 4 days, 0:26:52, time: 1.082, data_time: 0.003, memory: 9061, top1_acc: 0.3188, top5_acc: 0.5690, loss_cls: 3.1536, loss: 3.1536, grad_norm: 1.3276 2020-07-17 09:43:27,776 - mmaction - INFO - Epoch [33][720/1253] lr: 2.777e-01, eta: 4 days, 0:26:05, time: 1.078, data_time: 0.002, memory: 9061, top1_acc: 0.3102, top5_acc: 0.5633, loss_cls: 3.1565, loss: 3.1565, grad_norm: 1.2936 2020-07-17 09:43:49,407 - mmaction - INFO - Epoch [33][740/1253] lr: 2.778e-01, eta: 4 days, 0:25:18, time: 1.082, data_time: 0.003, memory: 9061, top1_acc: 0.3068, top5_acc: 0.5568, loss_cls: 3.1965, loss: 3.1965, grad_norm: 1.3155 2020-07-17 09:44:11,066 - mmaction - INFO - Epoch [33][760/1253] lr: 2.779e-01, eta: 4 days, 0:24:32, time: 1.083, data_time: 0.003, memory: 9061, top1_acc: 0.3203, top5_acc: 0.5604, loss_cls: 3.1955, loss: 3.1955, grad_norm: 1.3200 2020-07-17 09:44:32,662 - mmaction - INFO - Epoch [33][780/1253] lr: 2.781e-01, eta: 4 days, 0:23:45, time: 1.079, data_time: 0.004, memory: 9061, top1_acc: 0.3042, top5_acc: 0.5680, loss_cls: 3.1796, loss: 3.1796, grad_norm: 1.3219 2020-07-17 09:44:54,305 - mmaction - INFO - Epoch [33][800/1253] lr: 2.782e-01, eta: 4 days, 0:22:59, time: 1.083, data_time: 0.003, memory: 9061, top1_acc: 0.3141, top5_acc: 0.5487, loss_cls: 3.2205, loss: 3.2205, grad_norm: 1.3279 2020-07-17 09:45:15,935 - mmaction - INFO - Epoch [33][820/1253] lr: 2.783e-01, eta: 4 days, 0:22:12, time: 1.081, data_time: 0.002, memory: 9061, top1_acc: 0.3193, top5_acc: 0.5630, loss_cls: 3.1715, loss: 3.1715, grad_norm: 1.3344 2020-07-17 09:45:37,639 - mmaction - INFO - Epoch [33][840/1253] lr: 2.784e-01, eta: 4 days, 0:21:27, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3130, top5_acc: 0.5604, loss_cls: 3.1791, loss: 3.1791, grad_norm: 1.3136 2020-07-17 09:45:59,318 - mmaction - INFO - Epoch [33][860/1253] lr: 2.785e-01, eta: 4 days, 0:20:41, time: 1.084, data_time: 0.002, memory: 9061, top1_acc: 0.3107, top5_acc: 0.5563, loss_cls: 3.1597, loss: 3.1597, grad_norm: 1.2997 2020-07-17 09:46:21,025 - mmaction - INFO - Epoch [33][880/1253] lr: 2.787e-01, eta: 4 days, 0:19:55, time: 1.084, data_time: 0.002, memory: 9061, top1_acc: 0.3141, top5_acc: 0.5656, loss_cls: 3.1392, loss: 3.1392, grad_norm: 1.3092 2020-07-17 09:46:42,691 - mmaction - INFO - Epoch [33][900/1253] lr: 2.788e-01, eta: 4 days, 0:19:08, time: 1.084, data_time: 0.004, memory: 9061, top1_acc: 0.3021, top5_acc: 0.5612, loss_cls: 3.2114, loss: 3.2114, grad_norm: 1.3393 2020-07-17 09:47:04,316 - mmaction - INFO - Epoch [33][920/1253] lr: 2.789e-01, eta: 4 days, 0:18:22, time: 1.081, data_time: 0.003, memory: 9061, top1_acc: 0.3115, top5_acc: 0.5487, loss_cls: 3.2827, loss: 3.2827, grad_norm: 1.2769 2020-07-17 09:47:25,996 - mmaction - INFO - Epoch [33][940/1253] lr: 2.790e-01, eta: 4 days, 0:17:36, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3174, top5_acc: 0.5724, loss_cls: 3.1605, loss: 3.1605, grad_norm: 1.2994 2020-07-17 09:47:47,816 - mmaction - INFO - Epoch [33][960/1253] lr: 2.792e-01, eta: 4 days, 0:16:51, time: 1.091, data_time: 0.002, memory: 9061, top1_acc: 0.3078, top5_acc: 0.5565, loss_cls: 3.1948, loss: 3.1948, grad_norm: 1.3340 2020-07-17 09:48:09,585 - mmaction - INFO - Epoch [33][980/1253] lr: 2.793e-01, eta: 4 days, 0:16:06, time: 1.087, data_time: 0.002, memory: 9061, top1_acc: 0.2922, top5_acc: 0.5599, loss_cls: 3.2316, loss: 3.2316, grad_norm: 1.3108 2020-07-17 09:48:31,300 - mmaction - INFO - Epoch [33][1000/1253] lr: 2.794e-01, eta: 4 days, 0:15:20, time: 1.086, data_time: 0.012, memory: 9061, top1_acc: 0.3117, top5_acc: 0.5638, loss_cls: 3.1494, loss: 3.1494, grad_norm: 1.3087 2020-07-17 09:48:53,029 - mmaction - INFO - Epoch [33][1020/1253] lr: 2.795e-01, eta: 4 days, 0:14:35, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3156, top5_acc: 0.5622, loss_cls: 3.1872, loss: 3.1872, grad_norm: 1.3186 2020-07-17 09:49:14,651 - mmaction - INFO - Epoch [33][1040/1253] lr: 2.796e-01, eta: 4 days, 0:13:49, time: 1.082, data_time: 0.003, memory: 9061, top1_acc: 0.3130, top5_acc: 0.5685, loss_cls: 3.1820, loss: 3.1820, grad_norm: 1.2994 2020-07-17 09:49:36,386 - mmaction - INFO - Epoch [33][1060/1253] lr: 2.798e-01, eta: 4 days, 0:13:03, time: 1.086, data_time: 0.007, memory: 9061, top1_acc: 0.3135, top5_acc: 0.5685, loss_cls: 3.1585, loss: 3.1585, grad_norm: 1.3172 2020-07-17 09:49:58,084 - mmaction - INFO - Epoch [33][1080/1253] lr: 2.799e-01, eta: 4 days, 0:12:17, time: 1.085, data_time: 0.004, memory: 9061, top1_acc: 0.3128, top5_acc: 0.5560, loss_cls: 3.2017, loss: 3.2017, grad_norm: 1.3321 2020-07-17 09:50:19,728 - mmaction - INFO - Epoch [33][1100/1253] lr: 2.800e-01, eta: 4 days, 0:11:32, time: 1.083, data_time: 0.003, memory: 9061, top1_acc: 0.3120, top5_acc: 0.5682, loss_cls: 3.1446, loss: 3.1446, grad_norm: 1.2769 2020-07-17 09:50:41,334 - mmaction - INFO - Epoch [33][1120/1253] lr: 2.801e-01, eta: 4 days, 0:10:45, time: 1.078, data_time: 0.002, memory: 9061, top1_acc: 0.3057, top5_acc: 0.5477, loss_cls: 3.2499, loss: 3.2499, grad_norm: 1.3216 2020-07-17 09:51:03,036 - mmaction - INFO - Epoch [33][1140/1253] lr: 2.802e-01, eta: 4 days, 0:10:00, time: 1.086, data_time: 0.004, memory: 9061, top1_acc: 0.3180, top5_acc: 0.5659, loss_cls: 3.1485, loss: 3.1485, grad_norm: 1.2998 2020-07-17 09:51:24,786 - mmaction - INFO - Epoch [33][1160/1253] lr: 2.804e-01, eta: 4 days, 0:09:14, time: 1.083, data_time: 0.003, memory: 9061, top1_acc: 0.3276, top5_acc: 0.5784, loss_cls: 3.1143, loss: 3.1143, grad_norm: 1.3155 2020-07-17 09:51:46,446 - mmaction - INFO - Epoch [33][1180/1253] lr: 2.805e-01, eta: 4 days, 0:08:29, time: 1.089, data_time: 0.007, memory: 9061, top1_acc: 0.2956, top5_acc: 0.5443, loss_cls: 3.2722, loss: 3.2722, grad_norm: 1.3381 2020-07-17 09:52:08,140 - mmaction - INFO - Epoch [33][1200/1253] lr: 2.806e-01, eta: 4 days, 0:07:43, time: 1.083, data_time: 0.001, memory: 9061, top1_acc: 0.3120, top5_acc: 0.5674, loss_cls: 3.1698, loss: 3.1698, grad_norm: 1.3118 2020-07-17 09:52:29,783 - mmaction - INFO - Epoch [33][1220/1253] lr: 2.807e-01, eta: 4 days, 0:06:57, time: 1.082, data_time: 0.003, memory: 9061, top1_acc: 0.3141, top5_acc: 0.5578, loss_cls: 3.1576, loss: 3.1576, grad_norm: 1.3343 2020-07-17 09:52:51,357 - mmaction - INFO - Epoch [33][1240/1253] lr: 2.809e-01, eta: 4 days, 0:06:11, time: 1.079, data_time: 0.003, memory: 9061, top1_acc: 0.3000, top5_acc: 0.5568, loss_cls: 3.1964, loss: 3.1964, grad_norm: 1.3146 2020-07-17 09:56:26,169 - mmaction - INFO - Epoch [34][20/1253] lr: 2.804e-01, eta: 4 days, 0:22:49, time: 9.735, data_time: 8.532, memory: 9061, top1_acc: 0.3112, top5_acc: 0.5552, loss_cls: 3.2080, loss: 3.2080, grad_norm: 1.3236 2020-07-17 09:56:47,887 - mmaction - INFO - Epoch [34][40/1253] lr: 2.805e-01, eta: 4 days, 0:22:03, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3188, top5_acc: 0.5646, loss_cls: 3.1280, loss: 3.1280, grad_norm: 1.2776 2020-07-17 09:57:09,897 - mmaction - INFO - Epoch [34][60/1253] lr: 2.806e-01, eta: 4 days, 0:21:19, time: 1.100, data_time: 0.002, memory: 9061, top1_acc: 0.3180, top5_acc: 0.5753, loss_cls: 3.0898, loss: 3.0898, grad_norm: 1.3120 2020-07-17 09:57:31,667 - mmaction - INFO - Epoch [34][80/1253] lr: 2.807e-01, eta: 4 days, 0:20:34, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3091, top5_acc: 0.5711, loss_cls: 3.1675, loss: 3.1675, grad_norm: 1.2940 2020-07-17 09:57:53,386 - mmaction - INFO - Epoch [34][100/1253] lr: 2.808e-01, eta: 4 days, 0:19:48, time: 1.088, data_time: 0.004, memory: 9061, top1_acc: 0.3177, top5_acc: 0.5701, loss_cls: 3.1792, loss: 3.1792, grad_norm: 1.3156 2020-07-17 09:58:15,150 - mmaction - INFO - Epoch [34][120/1253] lr: 2.810e-01, eta: 4 days, 0:19:02, time: 1.086, data_time: 0.001, memory: 9061, top1_acc: 0.3021, top5_acc: 0.5656, loss_cls: 3.1143, loss: 3.1143, grad_norm: 1.3254 2020-07-17 09:58:36,820 - mmaction - INFO - Epoch [34][140/1253] lr: 2.811e-01, eta: 4 days, 0:18:16, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3010, top5_acc: 0.5573, loss_cls: 3.2185, loss: 3.2185, grad_norm: 1.3349 2020-07-17 09:58:58,552 - mmaction - INFO - Epoch [34][160/1253] lr: 2.812e-01, eta: 4 days, 0:17:31, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3081, top5_acc: 0.5664, loss_cls: 3.1623, loss: 3.1623, grad_norm: 1.3042 2020-07-17 09:59:20,290 - mmaction - INFO - Epoch [34][180/1253] lr: 2.813e-01, eta: 4 days, 0:16:45, time: 1.087, data_time: 0.008, memory: 9061, top1_acc: 0.3234, top5_acc: 0.5654, loss_cls: 3.1457, loss: 3.1457, grad_norm: 1.3020 2020-07-17 09:59:42,000 - mmaction - INFO - Epoch [34][200/1253] lr: 2.815e-01, eta: 4 days, 0:15:59, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3109, top5_acc: 0.5583, loss_cls: 3.1531, loss: 3.1531, grad_norm: 1.2895 2020-07-17 10:00:13,165 - mmaction - INFO - Epoch [34][220/1253] lr: 2.816e-01, eta: 4 days, 0:16:15, time: 1.541, data_time: 0.003, memory: 9061, top1_acc: 0.3177, top5_acc: 0.5654, loss_cls: 3.1506, loss: 3.1506, grad_norm: 1.2830 2020-07-17 10:00:35,162 - mmaction - INFO - Epoch [34][240/1253] lr: 2.817e-01, eta: 4 days, 0:15:33, time: 1.117, data_time: 0.030, memory: 9061, top1_acc: 0.3161, top5_acc: 0.5734, loss_cls: 3.1541, loss: 3.1541, grad_norm: 1.3174 2020-07-17 10:00:56,828 - mmaction - INFO - Epoch [34][260/1253] lr: 2.818e-01, eta: 4 days, 0:14:47, time: 1.083, data_time: 0.003, memory: 9061, top1_acc: 0.3193, top5_acc: 0.5630, loss_cls: 3.1852, loss: 3.1852, grad_norm: 1.3064 2020-07-17 10:01:18,496 - mmaction - INFO - Epoch [34][280/1253] lr: 2.819e-01, eta: 4 days, 0:14:01, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3195, top5_acc: 0.5750, loss_cls: 3.1276, loss: 3.1276, grad_norm: 1.3117 2020-07-17 10:01:40,300 - mmaction - INFO - Epoch [34][300/1253] lr: 2.821e-01, eta: 4 days, 0:13:16, time: 1.090, data_time: 0.002, memory: 9061, top1_acc: 0.3156, top5_acc: 0.5747, loss_cls: 3.1373, loss: 3.1373, grad_norm: 1.3262 2020-07-17 10:02:02,074 - mmaction - INFO - Epoch [34][320/1253] lr: 2.822e-01, eta: 4 days, 0:12:31, time: 1.088, data_time: 0.002, memory: 9061, top1_acc: 0.3146, top5_acc: 0.5586, loss_cls: 3.1836, loss: 3.1836, grad_norm: 1.3231 2020-07-17 10:02:23,960 - mmaction - INFO - Epoch [34][340/1253] lr: 2.823e-01, eta: 4 days, 0:11:46, time: 1.094, data_time: 0.003, memory: 9061, top1_acc: 0.3109, top5_acc: 0.5555, loss_cls: 3.1879, loss: 3.1879, grad_norm: 1.3141 2020-07-17 10:02:45,685 - mmaction - INFO - Epoch [34][360/1253] lr: 2.824e-01, eta: 4 days, 0:11:01, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3174, top5_acc: 0.5740, loss_cls: 3.1326, loss: 3.1326, grad_norm: 1.3050 2020-07-17 10:03:07,480 - mmaction - INFO - Epoch [34][380/1253] lr: 2.826e-01, eta: 4 days, 0:10:16, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3013, top5_acc: 0.5622, loss_cls: 3.1878, loss: 3.1878, grad_norm: 1.2939 2020-07-17 10:03:29,115 - mmaction - INFO - Epoch [34][400/1253] lr: 2.827e-01, eta: 4 days, 0:09:30, time: 1.083, data_time: 0.003, memory: 9061, top1_acc: 0.3122, top5_acc: 0.5578, loss_cls: 3.2206, loss: 3.2206, grad_norm: 1.3364 2020-07-17 10:03:50,845 - mmaction - INFO - Epoch [34][420/1253] lr: 2.828e-01, eta: 4 days, 0:08:44, time: 1.085, data_time: 0.001, memory: 9061, top1_acc: 0.3156, top5_acc: 0.5539, loss_cls: 3.1867, loss: 3.1867, grad_norm: 1.2965 2020-07-17 10:04:12,902 - mmaction - INFO - Epoch [34][440/1253] lr: 2.829e-01, eta: 4 days, 0:08:01, time: 1.102, data_time: 0.003, memory: 9061, top1_acc: 0.3096, top5_acc: 0.5651, loss_cls: 3.1887, loss: 3.1887, grad_norm: 1.3241 2020-07-17 10:04:35,103 - mmaction - INFO - Epoch [34][460/1253] lr: 2.830e-01, eta: 4 days, 0:07:19, time: 1.109, data_time: 0.004, memory: 9061, top1_acc: 0.3255, top5_acc: 0.5596, loss_cls: 3.1854, loss: 3.1854, grad_norm: 1.2926 2020-07-17 10:04:57,009 - mmaction - INFO - Epoch [34][480/1253] lr: 2.832e-01, eta: 4 days, 0:06:35, time: 1.097, data_time: 0.005, memory: 9061, top1_acc: 0.3107, top5_acc: 0.5615, loss_cls: 3.1715, loss: 3.1715, grad_norm: 1.2804 2020-07-17 10:05:18,803 - mmaction - INFO - Epoch [34][500/1253] lr: 2.833e-01, eta: 4 days, 0:05:50, time: 1.090, data_time: 0.005, memory: 9061, top1_acc: 0.3128, top5_acc: 0.5641, loss_cls: 3.1553, loss: 3.1553, grad_norm: 1.3218 2020-07-17 10:05:40,572 - mmaction - INFO - Epoch [34][520/1253] lr: 2.834e-01, eta: 4 days, 0:05:05, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3193, top5_acc: 0.5763, loss_cls: 3.1767, loss: 3.1767, grad_norm: 1.3045 2020-07-17 10:06:02,269 - mmaction - INFO - Epoch [34][540/1253] lr: 2.835e-01, eta: 4 days, 0:04:19, time: 1.085, data_time: 0.004, memory: 9061, top1_acc: 0.3099, top5_acc: 0.5620, loss_cls: 3.2036, loss: 3.2036, grad_norm: 1.2962 2020-07-17 10:06:24,092 - mmaction - INFO - Epoch [34][560/1253] lr: 2.836e-01, eta: 4 days, 0:03:35, time: 1.092, data_time: 0.005, memory: 9061, top1_acc: 0.3177, top5_acc: 0.5625, loss_cls: 3.2070, loss: 3.2070, grad_norm: 1.2882 2020-07-17 10:06:48,359 - mmaction - INFO - Epoch [34][580/1253] lr: 2.838e-01, eta: 4 days, 0:03:06, time: 1.213, data_time: 0.035, memory: 9061, top1_acc: 0.2940, top5_acc: 0.5531, loss_cls: 3.2361, loss: 3.2361, grad_norm: 1.3187 2020-07-17 10:07:10,090 - mmaction - INFO - Epoch [34][600/1253] lr: 2.839e-01, eta: 4 days, 0:02:21, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3091, top5_acc: 0.5643, loss_cls: 3.1834, loss: 3.1834, grad_norm: 1.2804 2020-07-17 10:07:31,770 - mmaction - INFO - Epoch [34][620/1253] lr: 2.840e-01, eta: 4 days, 0:01:36, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3122, top5_acc: 0.5602, loss_cls: 3.2040, loss: 3.2040, grad_norm: 1.3052 2020-07-17 10:07:53,576 - mmaction - INFO - Epoch [34][640/1253] lr: 2.841e-01, eta: 4 days, 0:00:51, time: 1.089, data_time: 0.001, memory: 9061, top1_acc: 0.3117, top5_acc: 0.5677, loss_cls: 3.1472, loss: 3.1472, grad_norm: 1.2979 2020-07-17 10:08:15,406 - mmaction - INFO - Epoch [34][660/1253] lr: 2.843e-01, eta: 4 days, 0:00:06, time: 1.091, data_time: 0.002, memory: 9061, top1_acc: 0.3031, top5_acc: 0.5555, loss_cls: 3.2395, loss: 3.2395, grad_norm: 1.3160 2020-07-17 10:08:37,068 - mmaction - INFO - Epoch [34][680/1253] lr: 2.844e-01, eta: 3 days, 23:59:21, time: 1.082, data_time: 0.003, memory: 9061, top1_acc: 0.2990, top5_acc: 0.5617, loss_cls: 3.2234, loss: 3.2234, grad_norm: 1.2999 2020-07-17 10:08:58,966 - mmaction - INFO - Epoch [34][700/1253] lr: 2.845e-01, eta: 3 days, 23:58:37, time: 1.096, data_time: 0.011, memory: 9061, top1_acc: 0.3049, top5_acc: 0.5607, loss_cls: 3.1792, loss: 3.1792, grad_norm: 1.3001 2020-07-17 10:09:20,778 - mmaction - INFO - Epoch [34][720/1253] lr: 2.846e-01, eta: 3 days, 23:57:52, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.2977, top5_acc: 0.5672, loss_cls: 3.1912, loss: 3.1912, grad_norm: 1.3231 2020-07-17 10:09:42,432 - mmaction - INFO - Epoch [34][740/1253] lr: 2.847e-01, eta: 3 days, 23:57:07, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3026, top5_acc: 0.5609, loss_cls: 3.1932, loss: 3.1932, grad_norm: 1.3295 2020-07-17 10:10:04,304 - mmaction - INFO - Epoch [34][760/1253] lr: 2.849e-01, eta: 3 days, 23:56:23, time: 1.091, data_time: 0.001, memory: 9061, top1_acc: 0.3008, top5_acc: 0.5500, loss_cls: 3.2270, loss: 3.2270, grad_norm: 1.2838 2020-07-17 10:10:26,128 - mmaction - INFO - Epoch [34][780/1253] lr: 2.850e-01, eta: 3 days, 23:55:38, time: 1.091, data_time: 0.004, memory: 9061, top1_acc: 0.3188, top5_acc: 0.5659, loss_cls: 3.1619, loss: 3.1619, grad_norm: 1.3386 2020-07-17 10:10:47,955 - mmaction - INFO - Epoch [34][800/1253] lr: 2.851e-01, eta: 3 days, 23:54:54, time: 1.092, data_time: 0.004, memory: 9061, top1_acc: 0.3042, top5_acc: 0.5547, loss_cls: 3.2683, loss: 3.2683, grad_norm: 1.3207 2020-07-17 10:11:09,657 - mmaction - INFO - Epoch [34][820/1253] lr: 2.852e-01, eta: 3 days, 23:54:09, time: 1.086, data_time: 0.004, memory: 9061, top1_acc: 0.3154, top5_acc: 0.5625, loss_cls: 3.1757, loss: 3.1757, grad_norm: 1.3083 2020-07-17 10:11:31,273 - mmaction - INFO - Epoch [34][840/1253] lr: 2.853e-01, eta: 3 days, 23:53:23, time: 1.080, data_time: 0.003, memory: 9061, top1_acc: 0.2958, top5_acc: 0.5505, loss_cls: 3.2519, loss: 3.2519, grad_norm: 1.3074 2020-07-17 10:11:52,956 - mmaction - INFO - Epoch [34][860/1253] lr: 2.855e-01, eta: 3 days, 23:52:38, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3120, top5_acc: 0.5560, loss_cls: 3.1666, loss: 3.1666, grad_norm: 1.3101 2020-07-17 10:12:14,797 - mmaction - INFO - Epoch [34][880/1253] lr: 2.856e-01, eta: 3 days, 23:51:54, time: 1.091, data_time: 0.002, memory: 9061, top1_acc: 0.3065, top5_acc: 0.5555, loss_cls: 3.2369, loss: 3.2369, grad_norm: 1.3385 2020-07-17 10:12:36,475 - mmaction - INFO - Epoch [34][900/1253] lr: 2.857e-01, eta: 3 days, 23:51:08, time: 1.084, data_time: 0.002, memory: 9061, top1_acc: 0.2932, top5_acc: 0.5414, loss_cls: 3.2635, loss: 3.2635, grad_norm: 1.2958 2020-07-17 10:12:58,236 - mmaction - INFO - Epoch [34][920/1253] lr: 2.858e-01, eta: 3 days, 23:50:24, time: 1.087, data_time: 0.002, memory: 9061, top1_acc: 0.3188, top5_acc: 0.5659, loss_cls: 3.1563, loss: 3.1563, grad_norm: 1.2848 2020-07-17 10:13:19,938 - mmaction - INFO - Epoch [34][940/1253] lr: 2.860e-01, eta: 3 days, 23:49:39, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.2956, top5_acc: 0.5555, loss_cls: 3.2352, loss: 3.2352, grad_norm: 1.3103 2020-07-17 10:13:41,741 - mmaction - INFO - Epoch [34][960/1253] lr: 2.861e-01, eta: 3 days, 23:48:54, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3070, top5_acc: 0.5701, loss_cls: 3.1884, loss: 3.1884, grad_norm: 1.3002 2020-07-17 10:14:03,635 - mmaction - INFO - Epoch [34][980/1253] lr: 2.862e-01, eta: 3 days, 23:48:11, time: 1.096, data_time: 0.004, memory: 9061, top1_acc: 0.3120, top5_acc: 0.5693, loss_cls: 3.1652, loss: 3.1652, grad_norm: 1.2780 2020-07-17 10:14:25,330 - mmaction - INFO - Epoch [34][1000/1253] lr: 2.863e-01, eta: 3 days, 23:47:25, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3120, top5_acc: 0.5641, loss_cls: 3.1631, loss: 3.1631, grad_norm: 1.3334 2020-07-17 10:14:46,924 - mmaction - INFO - Epoch [34][1020/1253] lr: 2.864e-01, eta: 3 days, 23:46:40, time: 1.079, data_time: 0.004, memory: 9061, top1_acc: 0.3070, top5_acc: 0.5594, loss_cls: 3.1962, loss: 3.1962, grad_norm: 1.3394 2020-07-17 10:15:08,472 - mmaction - INFO - Epoch [34][1040/1253] lr: 2.866e-01, eta: 3 days, 23:45:54, time: 1.080, data_time: 0.004, memory: 9061, top1_acc: 0.3182, top5_acc: 0.5630, loss_cls: 3.1896, loss: 3.1896, grad_norm: 1.3248 2020-07-17 10:15:32,675 - mmaction - INFO - Epoch [34][1060/1253] lr: 2.867e-01, eta: 3 days, 23:45:25, time: 1.209, data_time: 0.002, memory: 9061, top1_acc: 0.2977, top5_acc: 0.5573, loss_cls: 3.2376, loss: 3.2376, grad_norm: 1.3267 2020-07-17 10:15:54,522 - mmaction - INFO - Epoch [34][1080/1253] lr: 2.868e-01, eta: 3 days, 23:44:42, time: 1.094, data_time: 0.003, memory: 9061, top1_acc: 0.2924, top5_acc: 0.5549, loss_cls: 3.2566, loss: 3.2566, grad_norm: 1.3400 2020-07-17 10:16:16,179 - mmaction - INFO - Epoch [34][1100/1253] lr: 2.869e-01, eta: 3 days, 23:43:56, time: 1.082, data_time: 0.002, memory: 9061, top1_acc: 0.3057, top5_acc: 0.5573, loss_cls: 3.1980, loss: 3.1980, grad_norm: 1.3305 2020-07-17 10:16:37,966 - mmaction - INFO - Epoch [34][1120/1253] lr: 2.871e-01, eta: 3 days, 23:43:12, time: 1.088, data_time: 0.002, memory: 9061, top1_acc: 0.2961, top5_acc: 0.5409, loss_cls: 3.2579, loss: 3.2579, grad_norm: 1.3150 2020-07-17 10:16:59,578 - mmaction - INFO - Epoch [34][1140/1253] lr: 2.872e-01, eta: 3 days, 23:42:27, time: 1.081, data_time: 0.003, memory: 9061, top1_acc: 0.3018, top5_acc: 0.5539, loss_cls: 3.2515, loss: 3.2515, grad_norm: 1.2952 2020-07-17 10:17:21,353 - mmaction - INFO - Epoch [34][1160/1253] lr: 2.873e-01, eta: 3 days, 23:41:42, time: 1.088, data_time: 0.002, memory: 9061, top1_acc: 0.3076, top5_acc: 0.5753, loss_cls: 3.1547, loss: 3.1547, grad_norm: 1.3031 2020-07-17 10:17:43,235 - mmaction - INFO - Epoch [34][1180/1253] lr: 2.874e-01, eta: 3 days, 23:40:59, time: 1.095, data_time: 0.003, memory: 9061, top1_acc: 0.3021, top5_acc: 0.5563, loss_cls: 3.2149, loss: 3.2149, grad_norm: 1.2861 2020-07-17 10:18:05,015 - mmaction - INFO - Epoch [34][1200/1253] lr: 2.875e-01, eta: 3 days, 23:40:15, time: 1.090, data_time: 0.002, memory: 9061, top1_acc: 0.3065, top5_acc: 0.5638, loss_cls: 3.2173, loss: 3.2173, grad_norm: 1.3303 2020-07-17 10:18:26,789 - mmaction - INFO - Epoch [34][1220/1253] lr: 2.877e-01, eta: 3 days, 23:39:30, time: 1.088, data_time: 0.001, memory: 9061, top1_acc: 0.2945, top5_acc: 0.5521, loss_cls: 3.2360, loss: 3.2360, grad_norm: 1.2854 2020-07-17 10:18:48,609 - mmaction - INFO - Epoch [34][1240/1253] lr: 2.878e-01, eta: 3 days, 23:38:46, time: 1.091, data_time: 0.002, memory: 9061, top1_acc: 0.3102, top5_acc: 0.5646, loss_cls: 3.1643, loss: 3.1643, grad_norm: 1.2844 2020-07-17 10:22:57,341 - mmaction - INFO - Epoch [35][20/1253] lr: 2.871e-01, eta: 3 days, 23:56:34, time: 10.538, data_time: 9.186, memory: 9061, top1_acc: 0.3060, top5_acc: 0.5701, loss_cls: 3.1652, loss: 3.1652, grad_norm: 1.2938 2020-07-17 10:23:19,026 - mmaction - INFO - Epoch [35][40/1253] lr: 2.871e-01, eta: 3 days, 23:55:49, time: 1.084, data_time: 0.004, memory: 9061, top1_acc: 0.3190, top5_acc: 0.5589, loss_cls: 3.1772, loss: 3.1772, grad_norm: 1.2934 2020-07-17 10:23:40,849 - mmaction - INFO - Epoch [35][60/1253] lr: 2.871e-01, eta: 3 days, 23:55:05, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.3120, top5_acc: 0.5513, loss_cls: 3.2157, loss: 3.2157, grad_norm: 1.3167 2020-07-17 10:24:02,429 - mmaction - INFO - Epoch [35][80/1253] lr: 2.871e-01, eta: 3 days, 23:54:19, time: 1.080, data_time: 0.004, memory: 9061, top1_acc: 0.3198, top5_acc: 0.5810, loss_cls: 3.1261, loss: 3.1261, grad_norm: 1.3279 2020-07-17 10:24:24,061 - mmaction - INFO - Epoch [35][100/1253] lr: 2.871e-01, eta: 3 days, 23:53:33, time: 1.083, data_time: 0.003, memory: 9061, top1_acc: 0.2956, top5_acc: 0.5555, loss_cls: 3.2335, loss: 3.2335, grad_norm: 1.3036 2020-07-17 10:24:45,783 - mmaction - INFO - Epoch [35][120/1253] lr: 2.871e-01, eta: 3 days, 23:52:48, time: 1.083, data_time: 0.001, memory: 9061, top1_acc: 0.3148, top5_acc: 0.5677, loss_cls: 3.1406, loss: 3.1406, grad_norm: 1.3003 2020-07-17 10:25:07,359 - mmaction - INFO - Epoch [35][140/1253] lr: 2.871e-01, eta: 3 days, 23:52:02, time: 1.079, data_time: 0.004, memory: 9061, top1_acc: 0.3117, top5_acc: 0.5628, loss_cls: 3.1856, loss: 3.1856, grad_norm: 1.2880 2020-07-17 10:25:29,188 - mmaction - INFO - Epoch [35][160/1253] lr: 2.871e-01, eta: 3 days, 23:51:17, time: 1.092, data_time: 0.004, memory: 9061, top1_acc: 0.3135, top5_acc: 0.5654, loss_cls: 3.1611, loss: 3.1611, grad_norm: 1.2617 2020-07-17 10:25:50,879 - mmaction - INFO - Epoch [35][180/1253] lr: 2.871e-01, eta: 3 days, 23:50:32, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3151, top5_acc: 0.5674, loss_cls: 3.1824, loss: 3.1824, grad_norm: 1.3086 2020-07-17 10:26:12,526 - mmaction - INFO - Epoch [35][200/1253] lr: 2.871e-01, eta: 3 days, 23:49:47, time: 1.082, data_time: 0.004, memory: 9061, top1_acc: 0.3190, top5_acc: 0.5742, loss_cls: 3.1461, loss: 3.1461, grad_norm: 1.2886 2020-07-17 10:26:34,395 - mmaction - INFO - Epoch [35][220/1253] lr: 2.871e-01, eta: 3 days, 23:49:03, time: 1.093, data_time: 0.003, memory: 9061, top1_acc: 0.3206, top5_acc: 0.5685, loss_cls: 3.1608, loss: 3.1608, grad_norm: 1.3140 2020-07-17 10:26:56,178 - mmaction - INFO - Epoch [35][240/1253] lr: 2.871e-01, eta: 3 days, 23:48:18, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.3180, top5_acc: 0.5680, loss_cls: 3.1647, loss: 3.1647, grad_norm: 1.3053 2020-07-17 10:27:17,905 - mmaction - INFO - Epoch [35][260/1253] lr: 2.871e-01, eta: 3 days, 23:47:34, time: 1.086, data_time: 0.002, memory: 9061, top1_acc: 0.3164, top5_acc: 0.5651, loss_cls: 3.1666, loss: 3.1666, grad_norm: 1.3064 2020-07-17 10:27:39,650 - mmaction - INFO - Epoch [35][280/1253] lr: 2.871e-01, eta: 3 days, 23:46:49, time: 1.087, data_time: 0.002, memory: 9061, top1_acc: 0.3172, top5_acc: 0.5745, loss_cls: 3.1373, loss: 3.1373, grad_norm: 1.2785 2020-07-17 10:28:01,381 - mmaction - INFO - Epoch [35][300/1253] lr: 2.871e-01, eta: 3 days, 23:46:04, time: 1.086, data_time: 0.002, memory: 9061, top1_acc: 0.3271, top5_acc: 0.5771, loss_cls: 3.1538, loss: 3.1538, grad_norm: 1.3246 2020-07-17 10:28:23,119 - mmaction - INFO - Epoch [35][320/1253] lr: 2.871e-01, eta: 3 days, 23:45:19, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3115, top5_acc: 0.5646, loss_cls: 3.1525, loss: 3.1525, grad_norm: 1.2910 2020-07-17 10:28:44,822 - mmaction - INFO - Epoch [35][340/1253] lr: 2.871e-01, eta: 3 days, 23:44:34, time: 1.085, data_time: 0.004, memory: 9061, top1_acc: 0.3138, top5_acc: 0.5664, loss_cls: 3.1523, loss: 3.1523, grad_norm: 1.3233 2020-07-17 10:29:09,564 - mmaction - INFO - Epoch [35][360/1253] lr: 2.871e-01, eta: 3 days, 23:44:09, time: 1.238, data_time: 0.003, memory: 9061, top1_acc: 0.3060, top5_acc: 0.5615, loss_cls: 3.2068, loss: 3.2068, grad_norm: 1.3020 2020-07-17 10:29:31,417 - mmaction - INFO - Epoch [35][380/1253] lr: 2.871e-01, eta: 3 days, 23:43:25, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.3091, top5_acc: 0.5661, loss_cls: 3.1633, loss: 3.1633, grad_norm: 1.3130 2020-07-17 10:29:53,349 - mmaction - INFO - Epoch [35][400/1253] lr: 2.871e-01, eta: 3 days, 23:42:42, time: 1.096, data_time: 0.003, memory: 9061, top1_acc: 0.3065, top5_acc: 0.5604, loss_cls: 3.1862, loss: 3.1862, grad_norm: 1.3190 2020-07-17 10:30:16,055 - mmaction - INFO - Epoch [35][420/1253] lr: 2.871e-01, eta: 3 days, 23:42:03, time: 1.135, data_time: 0.003, memory: 9061, top1_acc: 0.3188, top5_acc: 0.5729, loss_cls: 3.1301, loss: 3.1301, grad_norm: 1.2895 2020-07-17 10:30:37,776 - mmaction - INFO - Epoch [35][440/1253] lr: 2.871e-01, eta: 3 days, 23:41:18, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3112, top5_acc: 0.5737, loss_cls: 3.1621, loss: 3.1621, grad_norm: 1.3115 2020-07-17 10:30:59,924 - mmaction - INFO - Epoch [35][460/1253] lr: 2.871e-01, eta: 3 days, 23:40:37, time: 1.109, data_time: 0.004, memory: 9061, top1_acc: 0.3247, top5_acc: 0.5719, loss_cls: 3.1299, loss: 3.1299, grad_norm: 1.2885 2020-07-17 10:31:21,813 - mmaction - INFO - Epoch [35][480/1253] lr: 2.871e-01, eta: 3 days, 23:39:53, time: 1.094, data_time: 0.002, memory: 9061, top1_acc: 0.3211, top5_acc: 0.5695, loss_cls: 3.1433, loss: 3.1433, grad_norm: 1.2748 2020-07-17 10:31:43,665 - mmaction - INFO - Epoch [35][500/1253] lr: 2.871e-01, eta: 3 days, 23:39:09, time: 1.094, data_time: 0.003, memory: 9061, top1_acc: 0.3060, top5_acc: 0.5544, loss_cls: 3.2200, loss: 3.2200, grad_norm: 1.3270 2020-07-17 10:32:05,389 - mmaction - INFO - Epoch [35][520/1253] lr: 2.871e-01, eta: 3 days, 23:38:24, time: 1.083, data_time: 0.001, memory: 9061, top1_acc: 0.3190, top5_acc: 0.5641, loss_cls: 3.1766, loss: 3.1766, grad_norm: 1.3001 2020-07-17 10:32:27,203 - mmaction - INFO - Epoch [35][540/1253] lr: 2.871e-01, eta: 3 days, 23:37:41, time: 1.092, data_time: 0.004, memory: 9061, top1_acc: 0.3026, top5_acc: 0.5635, loss_cls: 3.1720, loss: 3.1720, grad_norm: 1.2981 2020-07-17 10:32:48,906 - mmaction - INFO - Epoch [35][560/1253] lr: 2.871e-01, eta: 3 days, 23:36:56, time: 1.085, data_time: 0.002, memory: 9061, top1_acc: 0.3159, top5_acc: 0.5654, loss_cls: 3.2075, loss: 3.2075, grad_norm: 1.2972 2020-07-17 10:33:10,511 - mmaction - INFO - Epoch [35][580/1253] lr: 2.871e-01, eta: 3 days, 23:36:10, time: 1.080, data_time: 0.003, memory: 9061, top1_acc: 0.3039, top5_acc: 0.5565, loss_cls: 3.2064, loss: 3.2064, grad_norm: 1.2742 2020-07-17 10:33:32,929 - mmaction - INFO - Epoch [35][600/1253] lr: 2.871e-01, eta: 3 days, 23:35:26, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3143, top5_acc: 0.5638, loss_cls: 3.1971, loss: 3.1971, grad_norm: 1.2898 2020-07-17 10:34:00,149 - mmaction - INFO - Epoch [35][620/1253] lr: 2.871e-01, eta: 3 days, 23:35:21, time: 1.397, data_time: 0.141, memory: 9061, top1_acc: 0.3260, top5_acc: 0.5674, loss_cls: 3.1471, loss: 3.1471, grad_norm: 1.3032 2020-07-17 10:34:21,934 - mmaction - INFO - Epoch [35][640/1253] lr: 2.871e-01, eta: 3 days, 23:34:37, time: 1.088, data_time: 0.002, memory: 9061, top1_acc: 0.3172, top5_acc: 0.5542, loss_cls: 3.1907, loss: 3.1907, grad_norm: 1.2895 2020-07-17 10:34:43,677 - mmaction - INFO - Epoch [35][660/1253] lr: 2.871e-01, eta: 3 days, 23:33:53, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3161, top5_acc: 0.5609, loss_cls: 3.1901, loss: 3.1901, grad_norm: 1.2808 2020-07-17 10:35:05,435 - mmaction - INFO - Epoch [35][680/1253] lr: 2.871e-01, eta: 3 days, 23:33:08, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3104, top5_acc: 0.5646, loss_cls: 3.1858, loss: 3.1858, grad_norm: 1.3177 2020-07-17 10:35:27,135 - mmaction - INFO - Epoch [35][700/1253] lr: 2.871e-01, eta: 3 days, 23:32:24, time: 1.084, data_time: 0.004, memory: 9061, top1_acc: 0.3135, top5_acc: 0.5573, loss_cls: 3.1881, loss: 3.1881, grad_norm: 1.2916 2020-07-17 10:35:48,826 - mmaction - INFO - Epoch [35][720/1253] lr: 2.871e-01, eta: 3 days, 23:31:39, time: 1.085, data_time: 0.004, memory: 9061, top1_acc: 0.3076, top5_acc: 0.5622, loss_cls: 3.2135, loss: 3.2135, grad_norm: 1.2975 2020-07-17 10:36:10,701 - mmaction - INFO - Epoch [35][740/1253] lr: 2.871e-01, eta: 3 days, 23:30:56, time: 1.094, data_time: 0.004, memory: 9061, top1_acc: 0.3146, top5_acc: 0.5693, loss_cls: 3.1595, loss: 3.1595, grad_norm: 1.3245 2020-07-17 10:36:32,397 - mmaction - INFO - Epoch [35][760/1253] lr: 2.871e-01, eta: 3 days, 23:30:11, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3094, top5_acc: 0.5560, loss_cls: 3.2037, loss: 3.2037, grad_norm: 1.3212 2020-07-17 10:36:54,011 - mmaction - INFO - Epoch [35][780/1253] lr: 2.871e-01, eta: 3 days, 23:29:26, time: 1.082, data_time: 0.002, memory: 9061, top1_acc: 0.3125, top5_acc: 0.5497, loss_cls: 3.2291, loss: 3.2291, grad_norm: 1.3031 2020-07-17 10:37:19,936 - mmaction - INFO - Epoch [35][800/1253] lr: 2.871e-01, eta: 3 days, 23:29:09, time: 1.295, data_time: 0.001, memory: 9061, top1_acc: 0.3104, top5_acc: 0.5555, loss_cls: 3.2182, loss: 3.2182, grad_norm: 1.2904 2020-07-17 10:37:41,833 - mmaction - INFO - Epoch [35][820/1253] lr: 2.871e-01, eta: 3 days, 23:28:25, time: 1.095, data_time: 0.003, memory: 9061, top1_acc: 0.3128, top5_acc: 0.5745, loss_cls: 3.1487, loss: 3.1487, grad_norm: 1.3020 2020-07-17 10:38:03,621 - mmaction - INFO - Epoch [35][840/1253] lr: 2.871e-01, eta: 3 days, 23:27:41, time: 1.086, data_time: 0.002, memory: 9061, top1_acc: 0.3055, top5_acc: 0.5581, loss_cls: 3.1896, loss: 3.1896, grad_norm: 1.3217 2020-07-17 10:38:25,370 - mmaction - INFO - Epoch [35][860/1253] lr: 2.871e-01, eta: 3 days, 23:26:57, time: 1.090, data_time: 0.005, memory: 9061, top1_acc: 0.3135, top5_acc: 0.5609, loss_cls: 3.1623, loss: 3.1623, grad_norm: 1.3202 2020-07-17 10:38:47,416 - mmaction - INFO - Epoch [35][880/1253] lr: 2.871e-01, eta: 3 days, 23:26:15, time: 1.104, data_time: 0.003, memory: 9061, top1_acc: 0.3133, top5_acc: 0.5708, loss_cls: 3.1496, loss: 3.1496, grad_norm: 1.3178 2020-07-17 10:39:09,131 - mmaction - INFO - Epoch [35][900/1253] lr: 2.871e-01, eta: 3 days, 23:25:31, time: 1.083, data_time: 0.001, memory: 9061, top1_acc: 0.2956, top5_acc: 0.5523, loss_cls: 3.2176, loss: 3.2176, grad_norm: 1.3105 2020-07-17 10:39:30,990 - mmaction - INFO - Epoch [35][920/1253] lr: 2.871e-01, eta: 3 days, 23:24:47, time: 1.093, data_time: 0.003, memory: 9061, top1_acc: 0.3130, top5_acc: 0.5656, loss_cls: 3.1771, loss: 3.1771, grad_norm: 1.3296 2020-07-17 10:39:52,661 - mmaction - INFO - Epoch [35][940/1253] lr: 2.871e-01, eta: 3 days, 23:24:03, time: 1.085, data_time: 0.004, memory: 9061, top1_acc: 0.3102, top5_acc: 0.5602, loss_cls: 3.2214, loss: 3.2214, grad_norm: 1.3044 2020-07-17 10:40:14,410 - mmaction - INFO - Epoch [35][960/1253] lr: 2.871e-01, eta: 3 days, 23:23:19, time: 1.086, data_time: 0.002, memory: 9061, top1_acc: 0.3078, top5_acc: 0.5641, loss_cls: 3.1642, loss: 3.1642, grad_norm: 1.3130 2020-07-17 10:40:35,981 - mmaction - INFO - Epoch [35][980/1253] lr: 2.871e-01, eta: 3 days, 23:22:33, time: 1.079, data_time: 0.003, memory: 9061, top1_acc: 0.3057, top5_acc: 0.5568, loss_cls: 3.1954, loss: 3.1954, grad_norm: 1.2948 2020-07-17 10:40:57,720 - mmaction - INFO - Epoch [35][1000/1253] lr: 2.871e-01, eta: 3 days, 23:21:49, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3117, top5_acc: 0.5656, loss_cls: 3.1603, loss: 3.1603, grad_norm: 1.3089 2020-07-17 10:41:24,139 - mmaction - INFO - Epoch [35][1020/1253] lr: 2.871e-01, eta: 3 days, 23:21:35, time: 1.320, data_time: 0.024, memory: 9061, top1_acc: 0.3174, top5_acc: 0.5542, loss_cls: 3.1932, loss: 3.1932, grad_norm: 1.2768 2020-07-17 10:41:45,846 - mmaction - INFO - Epoch [35][1040/1253] lr: 2.871e-01, eta: 3 days, 23:20:51, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3133, top5_acc: 0.5706, loss_cls: 3.1576, loss: 3.1576, grad_norm: 1.3006 2020-07-17 10:42:07,584 - mmaction - INFO - Epoch [35][1060/1253] lr: 2.871e-01, eta: 3 days, 23:20:07, time: 1.085, data_time: 0.001, memory: 9061, top1_acc: 0.3083, top5_acc: 0.5589, loss_cls: 3.1782, loss: 3.1782, grad_norm: 1.3031 2020-07-17 10:42:29,268 - mmaction - INFO - Epoch [35][1080/1253] lr: 2.871e-01, eta: 3 days, 23:19:23, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3201, top5_acc: 0.5747, loss_cls: 3.1330, loss: 3.1330, grad_norm: 1.3210 2020-07-17 10:42:51,064 - mmaction - INFO - Epoch [35][1100/1253] lr: 2.871e-01, eta: 3 days, 23:18:39, time: 1.089, data_time: 0.001, memory: 9061, top1_acc: 0.3164, top5_acc: 0.5617, loss_cls: 3.2028, loss: 3.2028, grad_norm: 1.2896 2020-07-17 10:43:12,996 - mmaction - INFO - Epoch [35][1120/1253] lr: 2.871e-01, eta: 3 days, 23:17:56, time: 1.096, data_time: 0.003, memory: 9061, top1_acc: 0.3177, top5_acc: 0.5609, loss_cls: 3.1541, loss: 3.1541, grad_norm: 1.3107 2020-07-17 10:43:34,877 - mmaction - INFO - Epoch [35][1140/1253] lr: 2.871e-01, eta: 3 days, 23:17:13, time: 1.095, data_time: 0.003, memory: 9061, top1_acc: 0.3063, top5_acc: 0.5641, loss_cls: 3.2116, loss: 3.2116, grad_norm: 1.3182 2020-07-17 10:43:56,820 - mmaction - INFO - Epoch [35][1160/1253] lr: 2.871e-01, eta: 3 days, 23:16:30, time: 1.097, data_time: 0.003, memory: 9061, top1_acc: 0.2953, top5_acc: 0.5680, loss_cls: 3.2339, loss: 3.2339, grad_norm: 1.3256 2020-07-17 10:44:18,615 - mmaction - INFO - Epoch [35][1180/1253] lr: 2.871e-01, eta: 3 days, 23:15:47, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3086, top5_acc: 0.5648, loss_cls: 3.2171, loss: 3.2171, grad_norm: 1.2944 2020-07-17 10:44:40,551 - mmaction - INFO - Epoch [35][1200/1253] lr: 2.871e-01, eta: 3 days, 23:15:04, time: 1.098, data_time: 0.004, memory: 9061, top1_acc: 0.3177, top5_acc: 0.5674, loss_cls: 3.1345, loss: 3.1345, grad_norm: 1.2971 2020-07-17 10:45:02,524 - mmaction - INFO - Epoch [35][1220/1253] lr: 2.871e-01, eta: 3 days, 23:14:22, time: 1.099, data_time: 0.003, memory: 9061, top1_acc: 0.3076, top5_acc: 0.5612, loss_cls: 3.1547, loss: 3.1547, grad_norm: 1.2956 2020-07-17 10:45:24,395 - mmaction - INFO - Epoch [35][1240/1253] lr: 2.871e-01, eta: 3 days, 23:13:39, time: 1.093, data_time: 0.003, memory: 9061, top1_acc: 0.3128, top5_acc: 0.5581, loss_cls: 3.1751, loss: 3.1751, grad_norm: 1.2936 2020-07-17 10:48:52,643 - mmaction - INFO - Epoch [36][20/1253] lr: 2.864e-01, eta: 3 days, 23:28:34, time: 9.457, data_time: 7.970, memory: 9061, top1_acc: 0.3023, top5_acc: 0.5581, loss_cls: 3.2441, loss: 3.2441, grad_norm: 1.3484 2020-07-17 10:49:14,393 - mmaction - INFO - Epoch [36][40/1253] lr: 2.864e-01, eta: 3 days, 23:27:50, time: 1.088, data_time: 0.004, memory: 9061, top1_acc: 0.3156, top5_acc: 0.5661, loss_cls: 3.1759, loss: 3.1759, grad_norm: 1.2981 2020-07-17 10:49:36,077 - mmaction - INFO - Epoch [36][60/1253] lr: 2.864e-01, eta: 3 days, 23:27:05, time: 1.086, data_time: 0.004, memory: 9061, top1_acc: 0.3052, top5_acc: 0.5724, loss_cls: 3.1137, loss: 3.1137, grad_norm: 1.2957 2020-07-17 10:49:57,740 - mmaction - INFO - Epoch [36][80/1253] lr: 2.864e-01, eta: 3 days, 23:26:21, time: 1.083, data_time: 0.002, memory: 9061, top1_acc: 0.3104, top5_acc: 0.5672, loss_cls: 3.1501, loss: 3.1501, grad_norm: 1.3328 2020-07-17 10:50:19,507 - mmaction - INFO - Epoch [36][100/1253] lr: 2.864e-01, eta: 3 days, 23:25:36, time: 1.087, data_time: 0.001, memory: 9061, top1_acc: 0.3029, top5_acc: 0.5695, loss_cls: 3.1691, loss: 3.1691, grad_norm: 1.2929 2020-07-17 10:50:41,284 - mmaction - INFO - Epoch [36][120/1253] lr: 2.864e-01, eta: 3 days, 23:24:52, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3232, top5_acc: 0.5862, loss_cls: 3.0845, loss: 3.0845, grad_norm: 1.3068 2020-07-17 10:51:03,400 - mmaction - INFO - Epoch [36][140/1253] lr: 2.864e-01, eta: 3 days, 23:24:10, time: 1.106, data_time: 0.004, memory: 9061, top1_acc: 0.3174, top5_acc: 0.5594, loss_cls: 3.1750, loss: 3.1750, grad_norm: 1.3229 2020-07-17 10:51:25,333 - mmaction - INFO - Epoch [36][160/1253] lr: 2.864e-01, eta: 3 days, 23:23:28, time: 1.098, data_time: 0.005, memory: 9061, top1_acc: 0.3096, top5_acc: 0.5729, loss_cls: 3.1548, loss: 3.1548, grad_norm: 1.3238 2020-07-17 10:51:47,123 - mmaction - INFO - Epoch [36][180/1253] lr: 2.864e-01, eta: 3 days, 23:22:44, time: 1.089, data_time: 0.002, memory: 9061, top1_acc: 0.3065, top5_acc: 0.5680, loss_cls: 3.1691, loss: 3.1691, grad_norm: 1.2975 2020-07-17 10:52:08,846 - mmaction - INFO - Epoch [36][200/1253] lr: 2.864e-01, eta: 3 days, 23:21:59, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3076, top5_acc: 0.5659, loss_cls: 3.1783, loss: 3.1783, grad_norm: 1.3224 2020-07-17 10:52:30,726 - mmaction - INFO - Epoch [36][220/1253] lr: 2.864e-01, eta: 3 days, 23:21:16, time: 1.094, data_time: 0.003, memory: 9061, top1_acc: 0.3169, top5_acc: 0.5615, loss_cls: 3.1911, loss: 3.1911, grad_norm: 1.2895 2020-07-17 10:52:52,587 - mmaction - INFO - Epoch [36][240/1253] lr: 2.864e-01, eta: 3 days, 23:20:33, time: 1.093, data_time: 0.002, memory: 9061, top1_acc: 0.3049, top5_acc: 0.5539, loss_cls: 3.2102, loss: 3.2102, grad_norm: 1.2742 2020-07-17 10:53:14,363 - mmaction - INFO - Epoch [36][260/1253] lr: 2.864e-01, eta: 3 days, 23:19:49, time: 1.088, data_time: 0.002, memory: 9061, top1_acc: 0.3227, top5_acc: 0.5672, loss_cls: 3.1559, loss: 3.1559, grad_norm: 1.2928 2020-07-17 10:53:36,200 - mmaction - INFO - Epoch [36][280/1253] lr: 2.864e-01, eta: 3 days, 23:19:06, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.3143, top5_acc: 0.5781, loss_cls: 3.1292, loss: 3.1292, grad_norm: 1.3134 2020-07-17 10:53:58,058 - mmaction - INFO - Epoch [36][300/1253] lr: 2.864e-01, eta: 3 days, 23:18:22, time: 1.094, data_time: 0.003, memory: 9061, top1_acc: 0.3341, top5_acc: 0.5747, loss_cls: 3.1088, loss: 3.1088, grad_norm: 1.3024 2020-07-17 10:54:19,728 - mmaction - INFO - Epoch [36][320/1253] lr: 2.864e-01, eta: 3 days, 23:17:38, time: 1.082, data_time: 0.002, memory: 9061, top1_acc: 0.3060, top5_acc: 0.5542, loss_cls: 3.1935, loss: 3.1935, grad_norm: 1.2992 2020-07-17 10:54:41,532 - mmaction - INFO - Epoch [36][340/1253] lr: 2.864e-01, eta: 3 days, 23:16:54, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.3148, top5_acc: 0.5625, loss_cls: 3.1767, loss: 3.1767, grad_norm: 1.2757 2020-07-17 10:55:03,287 - mmaction - INFO - Epoch [36][360/1253] lr: 2.864e-01, eta: 3 days, 23:16:10, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3169, top5_acc: 0.5711, loss_cls: 3.1825, loss: 3.1825, grad_norm: 1.3069 2020-07-17 10:55:24,972 - mmaction - INFO - Epoch [36][380/1253] lr: 2.864e-01, eta: 3 days, 23:15:26, time: 1.086, data_time: 0.002, memory: 9061, top1_acc: 0.3185, top5_acc: 0.5628, loss_cls: 3.1592, loss: 3.1592, grad_norm: 1.3189 2020-07-17 10:55:46,706 - mmaction - INFO - Epoch [36][400/1253] lr: 2.864e-01, eta: 3 days, 23:14:42, time: 1.085, data_time: 0.001, memory: 9061, top1_acc: 0.3206, top5_acc: 0.5698, loss_cls: 3.1539, loss: 3.1539, grad_norm: 1.3119 2020-07-17 10:56:08,356 - mmaction - INFO - Epoch [36][420/1253] lr: 2.864e-01, eta: 3 days, 23:13:58, time: 1.084, data_time: 0.002, memory: 9061, top1_acc: 0.3034, top5_acc: 0.5536, loss_cls: 3.2361, loss: 3.2361, grad_norm: 1.3168 2020-07-17 10:56:30,103 - mmaction - INFO - Epoch [36][440/1253] lr: 2.864e-01, eta: 3 days, 23:13:14, time: 1.085, data_time: 0.001, memory: 9061, top1_acc: 0.3193, top5_acc: 0.5701, loss_cls: 3.1665, loss: 3.1665, grad_norm: 1.2600 2020-07-17 10:56:51,908 - mmaction - INFO - Epoch [36][460/1253] lr: 2.864e-01, eta: 3 days, 23:12:30, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.3174, top5_acc: 0.5727, loss_cls: 3.1613, loss: 3.1613, grad_norm: 1.2918 2020-07-17 10:57:13,819 - mmaction - INFO - Epoch [36][480/1253] lr: 2.864e-01, eta: 3 days, 23:11:48, time: 1.096, data_time: 0.003, memory: 9061, top1_acc: 0.3000, top5_acc: 0.5609, loss_cls: 3.1924, loss: 3.1924, grad_norm: 1.3344 2020-07-17 10:57:35,425 - mmaction - INFO - Epoch [36][500/1253] lr: 2.864e-01, eta: 3 days, 23:11:03, time: 1.081, data_time: 0.003, memory: 9061, top1_acc: 0.3169, top5_acc: 0.5654, loss_cls: 3.1542, loss: 3.1542, grad_norm: 1.3017 2020-07-17 10:57:57,123 - mmaction - INFO - Epoch [36][520/1253] lr: 2.864e-01, eta: 3 days, 23:10:19, time: 1.084, data_time: 0.001, memory: 9061, top1_acc: 0.3018, top5_acc: 0.5648, loss_cls: 3.1885, loss: 3.1885, grad_norm: 1.3162 2020-07-17 10:58:18,844 - mmaction - INFO - Epoch [36][540/1253] lr: 2.864e-01, eta: 3 days, 23:09:35, time: 1.085, data_time: 0.002, memory: 9061, top1_acc: 0.3070, top5_acc: 0.5578, loss_cls: 3.2181, loss: 3.2181, grad_norm: 1.2934 2020-07-17 10:58:40,525 - mmaction - INFO - Epoch [36][560/1253] lr: 2.864e-01, eta: 3 days, 23:08:51, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3135, top5_acc: 0.5617, loss_cls: 3.1920, loss: 3.1920, grad_norm: 1.2811 2020-07-17 10:59:02,288 - mmaction - INFO - Epoch [36][580/1253] lr: 2.864e-01, eta: 3 days, 23:08:07, time: 1.086, data_time: 0.002, memory: 9061, top1_acc: 0.3177, top5_acc: 0.5750, loss_cls: 3.1328, loss: 3.1328, grad_norm: 1.2918 2020-07-17 10:59:24,200 - mmaction - INFO - Epoch [36][600/1253] lr: 2.864e-01, eta: 3 days, 23:07:24, time: 1.096, data_time: 0.014, memory: 9061, top1_acc: 0.3229, top5_acc: 0.5654, loss_cls: 3.1566, loss: 3.1566, grad_norm: 1.2747 2020-07-17 10:59:45,819 - mmaction - INFO - Epoch [36][620/1253] lr: 2.864e-01, eta: 3 days, 23:06:40, time: 1.083, data_time: 0.004, memory: 9061, top1_acc: 0.3268, top5_acc: 0.5664, loss_cls: 3.1300, loss: 3.1300, grad_norm: 1.2959 2020-07-17 11:00:19,083 - mmaction - INFO - Epoch [36][640/1253] lr: 2.864e-01, eta: 3 days, 23:07:03, time: 1.622, data_time: 0.007, memory: 9061, top1_acc: 0.3135, top5_acc: 0.5841, loss_cls: 3.1072, loss: 3.1072, grad_norm: 1.3027 2020-07-17 11:00:41,074 - mmaction - INFO - Epoch [36][660/1253] lr: 2.864e-01, eta: 3 days, 23:06:25, time: 1.138, data_time: 0.048, memory: 9061, top1_acc: 0.3169, top5_acc: 0.5721, loss_cls: 3.1286, loss: 3.1286, grad_norm: 1.3020 2020-07-17 11:01:03,000 - mmaction - INFO - Epoch [36][680/1253] lr: 2.864e-01, eta: 3 days, 23:05:43, time: 1.098, data_time: 0.004, memory: 9061, top1_acc: 0.3164, top5_acc: 0.5638, loss_cls: 3.1546, loss: 3.1546, grad_norm: 1.2992 2020-07-17 11:01:24,822 - mmaction - INFO - Epoch [36][700/1253] lr: 2.864e-01, eta: 3 days, 23:05:00, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3133, top5_acc: 0.5617, loss_cls: 3.1725, loss: 3.1725, grad_norm: 1.3364 2020-07-17 11:01:46,686 - mmaction - INFO - Epoch [36][720/1253] lr: 2.864e-01, eta: 3 days, 23:04:17, time: 1.096, data_time: 0.005, memory: 9061, top1_acc: 0.3102, top5_acc: 0.5656, loss_cls: 3.1683, loss: 3.1683, grad_norm: 1.3204 2020-07-17 11:02:08,611 - mmaction - INFO - Epoch [36][740/1253] lr: 2.864e-01, eta: 3 days, 23:03:35, time: 1.096, data_time: 0.003, memory: 9061, top1_acc: 0.3107, top5_acc: 0.5591, loss_cls: 3.1638, loss: 3.1638, grad_norm: 1.3067 2020-07-17 11:02:30,763 - mmaction - INFO - Epoch [36][760/1253] lr: 2.864e-01, eta: 3 days, 23:02:54, time: 1.107, data_time: 0.003, memory: 9061, top1_acc: 0.3055, top5_acc: 0.5617, loss_cls: 3.2018, loss: 3.2018, grad_norm: 1.3087 2020-07-17 11:02:52,946 - mmaction - INFO - Epoch [36][780/1253] lr: 2.864e-01, eta: 3 days, 23:02:13, time: 1.110, data_time: 0.003, memory: 9061, top1_acc: 0.3141, top5_acc: 0.5727, loss_cls: 3.1169, loss: 3.1169, grad_norm: 1.3021 2020-07-17 11:03:15,152 - mmaction - INFO - Epoch [36][800/1253] lr: 2.864e-01, eta: 3 days, 23:01:32, time: 1.106, data_time: 0.002, memory: 9061, top1_acc: 0.3039, top5_acc: 0.5466, loss_cls: 3.2362, loss: 3.2362, grad_norm: 1.2977 2020-07-17 11:03:37,111 - mmaction - INFO - Epoch [36][820/1253] lr: 2.864e-01, eta: 3 days, 23:00:50, time: 1.103, data_time: 0.006, memory: 9061, top1_acc: 0.3109, top5_acc: 0.5531, loss_cls: 3.2207, loss: 3.2207, grad_norm: 1.3258 2020-07-17 11:03:58,943 - mmaction - INFO - Epoch [36][840/1253] lr: 2.864e-01, eta: 3 days, 23:00:07, time: 1.090, data_time: 0.001, memory: 9061, top1_acc: 0.3068, top5_acc: 0.5651, loss_cls: 3.2090, loss: 3.2090, grad_norm: 1.3080 2020-07-17 11:04:20,866 - mmaction - INFO - Epoch [36][860/1253] lr: 2.864e-01, eta: 3 days, 22:59:24, time: 1.095, data_time: 0.002, memory: 9061, top1_acc: 0.3039, top5_acc: 0.5578, loss_cls: 3.2145, loss: 3.2145, grad_norm: 1.2882 2020-07-17 11:04:42,773 - mmaction - INFO - Epoch [36][880/1253] lr: 2.864e-01, eta: 3 days, 22:58:42, time: 1.097, data_time: 0.004, memory: 9061, top1_acc: 0.3135, top5_acc: 0.5701, loss_cls: 3.1658, loss: 3.1658, grad_norm: 1.3054 2020-07-17 11:05:04,811 - mmaction - INFO - Epoch [36][900/1253] lr: 2.864e-01, eta: 3 days, 22:58:00, time: 1.101, data_time: 0.002, memory: 9061, top1_acc: 0.3109, top5_acc: 0.5659, loss_cls: 3.1562, loss: 3.1562, grad_norm: 1.2851 2020-07-17 11:05:26,573 - mmaction - INFO - Epoch [36][920/1253] lr: 2.864e-01, eta: 3 days, 22:57:17, time: 1.089, data_time: 0.004, memory: 9061, top1_acc: 0.3039, top5_acc: 0.5654, loss_cls: 3.1939, loss: 3.1939, grad_norm: 1.3182 2020-07-17 11:05:48,186 - mmaction - INFO - Epoch [36][940/1253] lr: 2.864e-01, eta: 3 days, 22:56:33, time: 1.081, data_time: 0.003, memory: 9061, top1_acc: 0.3193, top5_acc: 0.5615, loss_cls: 3.2043, loss: 3.2043, grad_norm: 1.2803 2020-07-17 11:06:10,365 - mmaction - INFO - Epoch [36][960/1253] lr: 2.864e-01, eta: 3 days, 22:55:49, time: 1.082, data_time: 0.003, memory: 9061, top1_acc: 0.3185, top5_acc: 0.5682, loss_cls: 3.1234, loss: 3.1234, grad_norm: 1.3039 2020-07-17 11:06:32,117 - mmaction - INFO - Epoch [36][980/1253] lr: 2.864e-01, eta: 3 days, 22:55:09, time: 1.114, data_time: 0.030, memory: 9061, top1_acc: 0.3078, top5_acc: 0.5661, loss_cls: 3.1904, loss: 3.1904, grad_norm: 1.2956 2020-07-17 11:06:53,936 - mmaction - INFO - Epoch [36][1000/1253] lr: 2.864e-01, eta: 3 days, 22:54:26, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.3055, top5_acc: 0.5674, loss_cls: 3.1665, loss: 3.1665, grad_norm: 1.3179 2020-07-17 11:07:15,727 - mmaction - INFO - Epoch [36][1020/1253] lr: 2.864e-01, eta: 3 days, 22:53:43, time: 1.088, data_time: 0.001, memory: 9061, top1_acc: 0.3086, top5_acc: 0.5560, loss_cls: 3.2219, loss: 3.2219, grad_norm: 1.3256 2020-07-17 11:07:37,539 - mmaction - INFO - Epoch [36][1040/1253] lr: 2.864e-01, eta: 3 days, 22:53:00, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.3169, top5_acc: 0.5656, loss_cls: 3.1792, loss: 3.1792, grad_norm: 1.2727 2020-07-17 11:07:59,326 - mmaction - INFO - Epoch [36][1060/1253] lr: 2.864e-01, eta: 3 days, 22:52:17, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3036, top5_acc: 0.5635, loss_cls: 3.2095, loss: 3.2095, grad_norm: 1.3113 2020-07-17 11:08:21,026 - mmaction - INFO - Epoch [36][1080/1253] lr: 2.864e-01, eta: 3 days, 22:51:33, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.2984, top5_acc: 0.5477, loss_cls: 3.2406, loss: 3.2406, grad_norm: 1.2940 2020-07-17 11:08:42,780 - mmaction - INFO - Epoch [36][1100/1253] lr: 2.864e-01, eta: 3 days, 22:50:50, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3154, top5_acc: 0.5721, loss_cls: 3.1380, loss: 3.1380, grad_norm: 1.2973 2020-07-17 11:09:04,658 - mmaction - INFO - Epoch [36][1120/1253] lr: 2.864e-01, eta: 3 days, 22:50:07, time: 1.095, data_time: 0.004, memory: 9061, top1_acc: 0.3206, top5_acc: 0.5763, loss_cls: 3.1605, loss: 3.1605, grad_norm: 1.2948 2020-07-17 11:09:26,427 - mmaction - INFO - Epoch [36][1140/1253] lr: 2.864e-01, eta: 3 days, 22:49:24, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3102, top5_acc: 0.5672, loss_cls: 3.1717, loss: 3.1717, grad_norm: 1.2970 2020-07-17 11:09:48,135 - mmaction - INFO - Epoch [36][1160/1253] lr: 2.864e-01, eta: 3 days, 22:48:41, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3148, top5_acc: 0.5721, loss_cls: 3.1491, loss: 3.1491, grad_norm: 1.3087 2020-07-17 11:10:09,965 - mmaction - INFO - Epoch [36][1180/1253] lr: 2.864e-01, eta: 3 days, 22:47:58, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.3102, top5_acc: 0.5612, loss_cls: 3.2054, loss: 3.2054, grad_norm: 1.3225 2020-07-17 11:10:31,664 - mmaction - INFO - Epoch [36][1200/1253] lr: 2.864e-01, eta: 3 days, 22:47:15, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3036, top5_acc: 0.5607, loss_cls: 3.1880, loss: 3.1880, grad_norm: 1.2762 2020-07-17 11:10:53,501 - mmaction - INFO - Epoch [36][1220/1253] lr: 2.864e-01, eta: 3 days, 22:46:32, time: 1.092, data_time: 0.002, memory: 9061, top1_acc: 0.3242, top5_acc: 0.5651, loss_cls: 3.1742, loss: 3.1742, grad_norm: 1.2519 2020-07-17 11:11:15,195 - mmaction - INFO - Epoch [36][1240/1253] lr: 2.864e-01, eta: 3 days, 22:45:49, time: 1.083, data_time: 0.001, memory: 9061, top1_acc: 0.3211, top5_acc: 0.5646, loss_cls: 3.2024, loss: 3.2024, grad_norm: 1.3244 2020-07-17 11:11:43,180 - mmaction - INFO - Saving checkpoint at 36 epochs 2020-07-17 11:15:16,765 - mmaction - INFO - Epoch [37][20/1253] lr: 2.856e-01, eta: 3 days, 23:02:31, time: 10.576, data_time: 9.437, memory: 9061, top1_acc: 0.3099, top5_acc: 0.5768, loss_cls: 3.1740, loss: 3.1740, grad_norm: 1.2999 2020-07-17 11:15:38,718 - mmaction - INFO - Epoch [37][40/1253] lr: 2.856e-01, eta: 3 days, 23:01:48, time: 1.098, data_time: 0.003, memory: 9061, top1_acc: 0.3214, top5_acc: 0.5810, loss_cls: 3.1048, loss: 3.1048, grad_norm: 1.3187 2020-07-17 11:16:00,488 - mmaction - INFO - Epoch [37][60/1253] lr: 2.856e-01, eta: 3 days, 23:01:05, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3117, top5_acc: 0.5591, loss_cls: 3.1772, loss: 3.1772, grad_norm: 1.3251 2020-07-17 11:16:22,228 - mmaction - INFO - Epoch [37][80/1253] lr: 2.856e-01, eta: 3 days, 23:00:21, time: 1.089, data_time: 0.004, memory: 9061, top1_acc: 0.3216, top5_acc: 0.5672, loss_cls: 3.1567, loss: 3.1567, grad_norm: 1.3223 2020-07-17 11:16:44,126 - mmaction - INFO - Epoch [37][100/1253] lr: 2.856e-01, eta: 3 days, 22:59:39, time: 1.095, data_time: 0.002, memory: 9061, top1_acc: 0.3198, top5_acc: 0.5685, loss_cls: 3.1356, loss: 3.1356, grad_norm: 1.2788 2020-07-17 11:17:06,306 - mmaction - INFO - Epoch [37][120/1253] lr: 2.856e-01, eta: 3 days, 22:58:58, time: 1.108, data_time: 0.002, memory: 9061, top1_acc: 0.3055, top5_acc: 0.5737, loss_cls: 3.1515, loss: 3.1515, grad_norm: 1.3109 2020-07-17 11:17:28,127 - mmaction - INFO - Epoch [37][140/1253] lr: 2.856e-01, eta: 3 days, 22:58:14, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.3146, top5_acc: 0.5716, loss_cls: 3.1459, loss: 3.1459, grad_norm: 1.3213 2020-07-17 11:17:49,918 - mmaction - INFO - Epoch [37][160/1253] lr: 2.856e-01, eta: 3 days, 22:57:31, time: 1.091, data_time: 0.004, memory: 9061, top1_acc: 0.3198, top5_acc: 0.5714, loss_cls: 3.1255, loss: 3.1255, grad_norm: 1.2957 2020-07-17 11:18:11,576 - mmaction - INFO - Epoch [37][180/1253] lr: 2.856e-01, eta: 3 days, 22:56:47, time: 1.083, data_time: 0.003, memory: 9061, top1_acc: 0.3081, top5_acc: 0.5669, loss_cls: 3.1843, loss: 3.1843, grad_norm: 1.2909 2020-07-17 11:18:33,341 - mmaction - INFO - Epoch [37][200/1253] lr: 2.856e-01, eta: 3 days, 22:56:04, time: 1.089, data_time: 0.002, memory: 9061, top1_acc: 0.3117, top5_acc: 0.5690, loss_cls: 3.1394, loss: 3.1394, grad_norm: 1.2953 2020-07-17 11:18:55,150 - mmaction - INFO - Epoch [37][220/1253] lr: 2.856e-01, eta: 3 days, 22:55:21, time: 1.090, data_time: 0.002, memory: 9061, top1_acc: 0.3232, top5_acc: 0.5711, loss_cls: 3.1400, loss: 3.1400, grad_norm: 1.3370 2020-07-17 11:19:16,837 - mmaction - INFO - Epoch [37][240/1253] lr: 2.856e-01, eta: 3 days, 22:54:37, time: 1.083, data_time: 0.003, memory: 9061, top1_acc: 0.3083, top5_acc: 0.5602, loss_cls: 3.2044, loss: 3.2044, grad_norm: 1.3242 2020-07-17 11:19:38,618 - mmaction - INFO - Epoch [37][260/1253] lr: 2.856e-01, eta: 3 days, 22:53:54, time: 1.090, data_time: 0.008, memory: 9061, top1_acc: 0.3182, top5_acc: 0.5701, loss_cls: 3.1568, loss: 3.1568, grad_norm: 1.2890 2020-07-17 11:20:00,329 - mmaction - INFO - Epoch [37][280/1253] lr: 2.856e-01, eta: 3 days, 22:53:10, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3026, top5_acc: 0.5576, loss_cls: 3.2225, loss: 3.2225, grad_norm: 1.3235 2020-07-17 11:20:22,030 - mmaction - INFO - Epoch [37][300/1253] lr: 2.856e-01, eta: 3 days, 22:52:27, time: 1.085, data_time: 0.002, memory: 9061, top1_acc: 0.3266, top5_acc: 0.5862, loss_cls: 3.1015, loss: 3.1015, grad_norm: 1.3250 2020-07-17 11:20:43,759 - mmaction - INFO - Epoch [37][320/1253] lr: 2.856e-01, eta: 3 days, 22:51:43, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3185, top5_acc: 0.5703, loss_cls: 3.1360, loss: 3.1360, grad_norm: 1.3192 2020-07-17 11:21:05,636 - mmaction - INFO - Epoch [37][340/1253] lr: 2.856e-01, eta: 3 days, 22:51:01, time: 1.097, data_time: 0.004, memory: 9061, top1_acc: 0.3263, top5_acc: 0.5633, loss_cls: 3.1410, loss: 3.1410, grad_norm: 1.3306 2020-07-17 11:21:27,502 - mmaction - INFO - Epoch [37][360/1253] lr: 2.856e-01, eta: 3 days, 22:50:18, time: 1.093, data_time: 0.001, memory: 9061, top1_acc: 0.3128, top5_acc: 0.5539, loss_cls: 3.1966, loss: 3.1966, grad_norm: 1.3040 2020-07-17 11:21:49,371 - mmaction - INFO - Epoch [37][380/1253] lr: 2.856e-01, eta: 3 days, 22:49:35, time: 1.092, data_time: 0.001, memory: 9061, top1_acc: 0.3292, top5_acc: 0.5711, loss_cls: 3.0981, loss: 3.0981, grad_norm: 1.3444 2020-07-17 11:22:11,193 - mmaction - INFO - Epoch [37][400/1253] lr: 2.856e-01, eta: 3 days, 22:48:53, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.3208, top5_acc: 0.5682, loss_cls: 3.1399, loss: 3.1399, grad_norm: 1.3066 2020-07-17 11:22:33,266 - mmaction - INFO - Epoch [37][420/1253] lr: 2.856e-01, eta: 3 days, 22:48:11, time: 1.101, data_time: 0.002, memory: 9061, top1_acc: 0.2974, top5_acc: 0.5557, loss_cls: 3.2375, loss: 3.2375, grad_norm: 1.3013 2020-07-17 11:22:55,064 - mmaction - INFO - Epoch [37][440/1253] lr: 2.856e-01, eta: 3 days, 22:47:28, time: 1.090, data_time: 0.005, memory: 9061, top1_acc: 0.3125, top5_acc: 0.5607, loss_cls: 3.1455, loss: 3.1455, grad_norm: 1.2948 2020-07-17 11:23:16,862 - mmaction - INFO - Epoch [37][460/1253] lr: 2.856e-01, eta: 3 days, 22:46:45, time: 1.090, data_time: 0.004, memory: 9061, top1_acc: 0.3206, top5_acc: 0.5698, loss_cls: 3.1494, loss: 3.1494, grad_norm: 1.2881 2020-07-17 11:23:38,509 - mmaction - INFO - Epoch [37][480/1253] lr: 2.856e-01, eta: 3 days, 22:46:01, time: 1.082, data_time: 0.004, memory: 9061, top1_acc: 0.3141, top5_acc: 0.5544, loss_cls: 3.1960, loss: 3.1960, grad_norm: 1.3109 2020-07-17 11:24:00,281 - mmaction - INFO - Epoch [37][500/1253] lr: 2.856e-01, eta: 3 days, 22:45:19, time: 1.091, data_time: 0.004, memory: 9061, top1_acc: 0.3057, top5_acc: 0.5661, loss_cls: 3.1412, loss: 3.1412, grad_norm: 1.3088 2020-07-17 11:24:22,080 - mmaction - INFO - Epoch [37][520/1253] lr: 2.856e-01, eta: 3 days, 22:44:36, time: 1.090, data_time: 0.002, memory: 9061, top1_acc: 0.3211, top5_acc: 0.5646, loss_cls: 3.1809, loss: 3.1809, grad_norm: 1.2976 2020-07-17 11:24:43,904 - mmaction - INFO - Epoch [37][540/1253] lr: 2.856e-01, eta: 3 days, 22:43:53, time: 1.089, data_time: 0.002, memory: 9061, top1_acc: 0.3219, top5_acc: 0.5786, loss_cls: 3.1535, loss: 3.1535, grad_norm: 1.2704 2020-07-17 11:25:05,616 - mmaction - INFO - Epoch [37][560/1253] lr: 2.856e-01, eta: 3 days, 22:43:10, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3182, top5_acc: 0.5755, loss_cls: 3.1490, loss: 3.1490, grad_norm: 1.3115 2020-07-17 11:25:27,362 - mmaction - INFO - Epoch [37][580/1253] lr: 2.856e-01, eta: 3 days, 22:42:26, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3224, top5_acc: 0.5794, loss_cls: 3.1058, loss: 3.1058, grad_norm: 1.2971 2020-07-17 11:25:49,231 - mmaction - INFO - Epoch [37][600/1253] lr: 2.856e-01, eta: 3 days, 22:41:44, time: 1.094, data_time: 0.003, memory: 9061, top1_acc: 0.3099, top5_acc: 0.5703, loss_cls: 3.1356, loss: 3.1356, grad_norm: 1.3191 2020-07-17 11:26:11,044 - mmaction - INFO - Epoch [37][620/1253] lr: 2.856e-01, eta: 3 days, 22:41:02, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.3133, top5_acc: 0.5594, loss_cls: 3.1888, loss: 3.1888, grad_norm: 1.3181 2020-07-17 11:26:32,900 - mmaction - INFO - Epoch [37][640/1253] lr: 2.856e-01, eta: 3 days, 22:40:19, time: 1.091, data_time: 0.001, memory: 9061, top1_acc: 0.3224, top5_acc: 0.5682, loss_cls: 3.1035, loss: 3.1035, grad_norm: 1.3011 2020-07-17 11:26:54,540 - mmaction - INFO - Epoch [37][660/1253] lr: 2.856e-01, eta: 3 days, 22:39:35, time: 1.082, data_time: 0.003, memory: 9061, top1_acc: 0.3055, top5_acc: 0.5622, loss_cls: 3.1876, loss: 3.1876, grad_norm: 1.3409 2020-07-17 11:27:16,275 - mmaction - INFO - Epoch [37][680/1253] lr: 2.856e-01, eta: 3 days, 22:38:52, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3281, top5_acc: 0.5682, loss_cls: 3.1558, loss: 3.1558, grad_norm: 1.2996 2020-07-17 11:27:38,154 - mmaction - INFO - Epoch [37][700/1253] lr: 2.856e-01, eta: 3 days, 22:38:10, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.3005, top5_acc: 0.5604, loss_cls: 3.2122, loss: 3.2122, grad_norm: 1.3444 2020-07-17 11:27:59,972 - mmaction - INFO - Epoch [37][720/1253] lr: 2.856e-01, eta: 3 days, 22:37:28, time: 1.094, data_time: 0.006, memory: 9061, top1_acc: 0.3065, top5_acc: 0.5497, loss_cls: 3.2574, loss: 3.2574, grad_norm: 1.2724 2020-07-17 11:28:21,701 - mmaction - INFO - Epoch [37][740/1253] lr: 2.856e-01, eta: 3 days, 22:36:44, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3169, top5_acc: 0.5695, loss_cls: 3.1864, loss: 3.1864, grad_norm: 1.3064 2020-07-17 11:28:43,305 - mmaction - INFO - Epoch [37][760/1253] lr: 2.856e-01, eta: 3 days, 22:36:01, time: 1.080, data_time: 0.002, memory: 9061, top1_acc: 0.3083, top5_acc: 0.5732, loss_cls: 3.1630, loss: 3.1630, grad_norm: 1.3164 2020-07-17 11:29:05,148 - mmaction - INFO - Epoch [37][780/1253] lr: 2.856e-01, eta: 3 days, 22:35:18, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.3034, top5_acc: 0.5654, loss_cls: 3.1563, loss: 3.1563, grad_norm: 1.2982 2020-07-17 11:29:26,927 - mmaction - INFO - Epoch [37][800/1253] lr: 2.856e-01, eta: 3 days, 22:34:36, time: 1.091, data_time: 0.004, memory: 9061, top1_acc: 0.3096, top5_acc: 0.5578, loss_cls: 3.1979, loss: 3.1979, grad_norm: 1.3142 2020-07-17 11:29:48,814 - mmaction - INFO - Epoch [37][820/1253] lr: 2.856e-01, eta: 3 days, 22:33:53, time: 1.092, data_time: 0.001, memory: 9061, top1_acc: 0.3130, top5_acc: 0.5703, loss_cls: 3.1607, loss: 3.1607, grad_norm: 1.2961 2020-07-17 11:30:11,429 - mmaction - INFO - Epoch [37][840/1253] lr: 2.856e-01, eta: 3 days, 22:33:16, time: 1.133, data_time: 0.004, memory: 9061, top1_acc: 0.3143, top5_acc: 0.5667, loss_cls: 3.1438, loss: 3.1438, grad_norm: 1.2953 2020-07-17 11:30:33,210 - mmaction - INFO - Epoch [37][860/1253] lr: 2.856e-01, eta: 3 days, 22:32:33, time: 1.089, data_time: 0.002, memory: 9061, top1_acc: 0.3182, top5_acc: 0.5685, loss_cls: 3.1671, loss: 3.1671, grad_norm: 1.3290 2020-07-17 11:30:55,002 - mmaction - INFO - Epoch [37][880/1253] lr: 2.856e-01, eta: 3 days, 22:31:51, time: 1.088, data_time: 0.002, memory: 9061, top1_acc: 0.3029, top5_acc: 0.5646, loss_cls: 3.1898, loss: 3.1898, grad_norm: 1.3270 2020-07-17 11:31:16,614 - mmaction - INFO - Epoch [37][900/1253] lr: 2.856e-01, eta: 3 days, 22:31:07, time: 1.080, data_time: 0.003, memory: 9061, top1_acc: 0.3195, top5_acc: 0.5688, loss_cls: 3.1659, loss: 3.1659, grad_norm: 1.3299 2020-07-17 11:31:38,241 - mmaction - INFO - Epoch [37][920/1253] lr: 2.856e-01, eta: 3 days, 22:30:23, time: 1.082, data_time: 0.003, memory: 9061, top1_acc: 0.3018, top5_acc: 0.5547, loss_cls: 3.2299, loss: 3.2299, grad_norm: 1.3228 2020-07-17 11:32:00,051 - mmaction - INFO - Epoch [37][940/1253] lr: 2.856e-01, eta: 3 days, 22:29:41, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.3214, top5_acc: 0.5750, loss_cls: 3.1254, loss: 3.1254, grad_norm: 1.2884 2020-07-17 11:32:21,812 - mmaction - INFO - Epoch [37][960/1253] lr: 2.856e-01, eta: 3 days, 22:28:58, time: 1.087, data_time: 0.002, memory: 9061, top1_acc: 0.3159, top5_acc: 0.5706, loss_cls: 3.1512, loss: 3.1512, grad_norm: 1.3269 2020-07-17 11:32:43,546 - mmaction - INFO - Epoch [37][980/1253] lr: 2.856e-01, eta: 3 days, 22:28:15, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3141, top5_acc: 0.5560, loss_cls: 3.2335, loss: 3.2335, grad_norm: 1.3142 2020-07-17 11:33:05,344 - mmaction - INFO - Epoch [37][1000/1253] lr: 2.856e-01, eta: 3 days, 22:27:33, time: 1.091, data_time: 0.004, memory: 9061, top1_acc: 0.3026, top5_acc: 0.5682, loss_cls: 3.1880, loss: 3.1880, grad_norm: 1.2859 2020-07-17 11:33:26,997 - mmaction - INFO - Epoch [37][1020/1253] lr: 2.856e-01, eta: 3 days, 22:26:50, time: 1.082, data_time: 0.003, memory: 9061, top1_acc: 0.3039, top5_acc: 0.5602, loss_cls: 3.2195, loss: 3.2195, grad_norm: 1.3048 2020-07-17 11:33:48,733 - mmaction - INFO - Epoch [37][1040/1253] lr: 2.856e-01, eta: 3 days, 22:26:07, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3221, top5_acc: 0.5740, loss_cls: 3.1361, loss: 3.1361, grad_norm: 1.2887 2020-07-17 11:34:10,410 - mmaction - INFO - Epoch [37][1060/1253] lr: 2.856e-01, eta: 3 days, 22:25:24, time: 1.087, data_time: 0.004, memory: 9061, top1_acc: 0.3138, top5_acc: 0.5680, loss_cls: 3.1666, loss: 3.1666, grad_norm: 1.3013 2020-07-17 11:34:32,273 - mmaction - INFO - Epoch [37][1080/1253] lr: 2.856e-01, eta: 3 days, 22:24:42, time: 1.092, data_time: 0.001, memory: 9061, top1_acc: 0.3094, top5_acc: 0.5565, loss_cls: 3.2213, loss: 3.2213, grad_norm: 1.2773 2020-07-17 11:34:53,977 - mmaction - INFO - Epoch [37][1100/1253] lr: 2.856e-01, eta: 3 days, 22:23:59, time: 1.085, data_time: 0.002, memory: 9061, top1_acc: 0.3057, top5_acc: 0.5695, loss_cls: 3.1780, loss: 3.1780, grad_norm: 1.3148 2020-07-17 11:35:15,701 - mmaction - INFO - Epoch [37][1120/1253] lr: 2.856e-01, eta: 3 days, 22:23:16, time: 1.085, data_time: 0.002, memory: 9061, top1_acc: 0.3034, top5_acc: 0.5453, loss_cls: 3.2456, loss: 3.2456, grad_norm: 1.3061 2020-07-17 11:35:38,025 - mmaction - INFO - Epoch [37][1140/1253] lr: 2.856e-01, eta: 3 days, 22:22:37, time: 1.116, data_time: 0.004, memory: 9061, top1_acc: 0.3161, top5_acc: 0.5711, loss_cls: 3.1516, loss: 3.1516, grad_norm: 1.2715 2020-07-17 11:35:59,790 - mmaction - INFO - Epoch [37][1160/1253] lr: 2.856e-01, eta: 3 days, 22:21:55, time: 1.089, data_time: 0.004, memory: 9061, top1_acc: 0.3125, top5_acc: 0.5719, loss_cls: 3.1465, loss: 3.1465, grad_norm: 1.3095 2020-07-17 11:36:21,582 - mmaction - INFO - Epoch [37][1180/1253] lr: 2.856e-01, eta: 3 days, 22:21:12, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.3107, top5_acc: 0.5617, loss_cls: 3.1801, loss: 3.1801, grad_norm: 1.3150 2020-07-17 11:36:43,428 - mmaction - INFO - Epoch [37][1200/1253] lr: 2.856e-01, eta: 3 days, 22:20:31, time: 1.093, data_time: 0.002, memory: 9061, top1_acc: 0.3052, top5_acc: 0.5794, loss_cls: 3.1526, loss: 3.1526, grad_norm: 1.3067 2020-07-17 11:37:05,355 - mmaction - INFO - Epoch [37][1220/1253] lr: 2.856e-01, eta: 3 days, 22:19:49, time: 1.095, data_time: 0.001, memory: 9061, top1_acc: 0.3135, top5_acc: 0.5617, loss_cls: 3.1783, loss: 3.1783, grad_norm: 1.3084 2020-07-17 11:37:27,139 - mmaction - INFO - Epoch [37][1240/1253] lr: 2.856e-01, eta: 3 days, 22:19:07, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3151, top5_acc: 0.5594, loss_cls: 3.1919, loss: 3.1919, grad_norm: 1.3201 2020-07-17 11:41:10,074 - mmaction - INFO - Epoch [38][20/1253] lr: 2.848e-01, eta: 3 days, 22:34:11, time: 10.030, data_time: 8.747, memory: 9061, top1_acc: 0.3159, top5_acc: 0.5591, loss_cls: 3.1887, loss: 3.1887, grad_norm: 1.3214 2020-07-17 11:41:31,793 - mmaction - INFO - Epoch [38][40/1253] lr: 2.848e-01, eta: 3 days, 22:33:28, time: 1.087, data_time: 0.004, memory: 9061, top1_acc: 0.3299, top5_acc: 0.5784, loss_cls: 3.0846, loss: 3.0846, grad_norm: 1.2863 2020-07-17 11:41:53,494 - mmaction - INFO - Epoch [38][60/1253] lr: 2.848e-01, eta: 3 days, 22:32:45, time: 1.084, data_time: 0.002, memory: 9061, top1_acc: 0.3221, top5_acc: 0.5768, loss_cls: 3.0999, loss: 3.0999, grad_norm: 1.2817 2020-07-17 11:42:15,150 - mmaction - INFO - Epoch [38][80/1253] lr: 2.848e-01, eta: 3 days, 22:32:01, time: 1.083, data_time: 0.004, memory: 9061, top1_acc: 0.3107, top5_acc: 0.5724, loss_cls: 3.1247, loss: 3.1247, grad_norm: 1.3345 2020-07-17 11:42:36,918 - mmaction - INFO - Epoch [38][100/1253] lr: 2.848e-01, eta: 3 days, 22:31:19, time: 1.089, data_time: 0.004, memory: 9061, top1_acc: 0.3148, top5_acc: 0.5792, loss_cls: 3.1226, loss: 3.1226, grad_norm: 1.3108 2020-07-17 11:42:58,677 - mmaction - INFO - Epoch [38][120/1253] lr: 2.848e-01, eta: 3 days, 22:30:36, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3013, top5_acc: 0.5589, loss_cls: 3.2407, loss: 3.2407, grad_norm: 1.3119 2020-07-17 11:43:20,424 - mmaction - INFO - Epoch [38][140/1253] lr: 2.848e-01, eta: 3 days, 22:29:53, time: 1.088, data_time: 0.001, memory: 9061, top1_acc: 0.3063, top5_acc: 0.5698, loss_cls: 3.1906, loss: 3.1906, grad_norm: 1.3072 2020-07-17 11:43:42,156 - mmaction - INFO - Epoch [38][160/1253] lr: 2.848e-01, eta: 3 days, 22:29:10, time: 1.084, data_time: 0.001, memory: 9061, top1_acc: 0.3188, top5_acc: 0.5688, loss_cls: 3.1229, loss: 3.1229, grad_norm: 1.2998 2020-07-17 11:44:03,781 - mmaction - INFO - Epoch [38][180/1253] lr: 2.848e-01, eta: 3 days, 22:28:26, time: 1.083, data_time: 0.004, memory: 9061, top1_acc: 0.3130, top5_acc: 0.5701, loss_cls: 3.1548, loss: 3.1548, grad_norm: 1.3085 2020-07-17 11:44:25,483 - mmaction - INFO - Epoch [38][200/1253] lr: 2.848e-01, eta: 3 days, 22:27:43, time: 1.085, data_time: 0.002, memory: 9061, top1_acc: 0.3073, top5_acc: 0.5612, loss_cls: 3.1898, loss: 3.1898, grad_norm: 1.2838 2020-07-17 11:44:48,726 - mmaction - INFO - Epoch [38][220/1253] lr: 2.848e-01, eta: 3 days, 22:27:09, time: 1.162, data_time: 0.003, memory: 9061, top1_acc: 0.3302, top5_acc: 0.5792, loss_cls: 3.1040, loss: 3.1040, grad_norm: 1.2856 2020-07-17 11:45:10,444 - mmaction - INFO - Epoch [38][240/1253] lr: 2.848e-01, eta: 3 days, 22:26:26, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3216, top5_acc: 0.5724, loss_cls: 3.1563, loss: 3.1563, grad_norm: 1.3107 2020-07-17 11:45:32,101 - mmaction - INFO - Epoch [38][260/1253] lr: 2.848e-01, eta: 3 days, 22:25:43, time: 1.084, data_time: 0.004, memory: 9061, top1_acc: 0.3281, top5_acc: 0.5773, loss_cls: 3.1053, loss: 3.1053, grad_norm: 1.2998 2020-07-17 11:45:53,868 - mmaction - INFO - Epoch [38][280/1253] lr: 2.848e-01, eta: 3 days, 22:25:00, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3247, top5_acc: 0.5719, loss_cls: 3.1356, loss: 3.1356, grad_norm: 1.3297 2020-07-17 11:46:15,481 - mmaction - INFO - Epoch [38][300/1253] lr: 2.848e-01, eta: 3 days, 22:24:17, time: 1.082, data_time: 0.004, memory: 9061, top1_acc: 0.3089, top5_acc: 0.5622, loss_cls: 3.1943, loss: 3.1943, grad_norm: 1.3270 2020-07-17 11:46:37,237 - mmaction - INFO - Epoch [38][320/1253] lr: 2.848e-01, eta: 3 days, 22:23:34, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.3128, top5_acc: 0.5656, loss_cls: 3.1347, loss: 3.1347, grad_norm: 1.3187 2020-07-17 11:46:59,057 - mmaction - INFO - Epoch [38][340/1253] lr: 2.848e-01, eta: 3 days, 22:22:52, time: 1.089, data_time: 0.001, memory: 9061, top1_acc: 0.2953, top5_acc: 0.5526, loss_cls: 3.2128, loss: 3.2128, grad_norm: 1.3216 2020-07-17 11:47:20,832 - mmaction - INFO - Epoch [38][360/1253] lr: 2.848e-01, eta: 3 days, 22:22:10, time: 1.090, data_time: 0.002, memory: 9061, top1_acc: 0.3174, top5_acc: 0.5742, loss_cls: 3.1205, loss: 3.1205, grad_norm: 1.2954 2020-07-17 11:47:42,639 - mmaction - INFO - Epoch [38][380/1253] lr: 2.848e-01, eta: 3 days, 22:21:27, time: 1.085, data_time: 0.001, memory: 9061, top1_acc: 0.3146, top5_acc: 0.5760, loss_cls: 3.1171, loss: 3.1171, grad_norm: 1.3214 2020-07-17 11:48:04,926 - mmaction - INFO - Epoch [38][400/1253] lr: 2.848e-01, eta: 3 days, 22:20:47, time: 1.110, data_time: 0.006, memory: 9061, top1_acc: 0.3047, top5_acc: 0.5607, loss_cls: 3.2013, loss: 3.2013, grad_norm: 1.3001 2020-07-17 11:48:26,524 - mmaction - INFO - Epoch [38][420/1253] lr: 2.848e-01, eta: 3 days, 22:20:04, time: 1.088, data_time: 0.011, memory: 9061, top1_acc: 0.3146, top5_acc: 0.5664, loss_cls: 3.1729, loss: 3.1729, grad_norm: 1.2810 2020-07-17 11:48:48,253 - mmaction - INFO - Epoch [38][440/1253] lr: 2.848e-01, eta: 3 days, 22:19:21, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3180, top5_acc: 0.5646, loss_cls: 3.1559, loss: 3.1559, grad_norm: 1.2799 2020-07-17 11:49:09,979 - mmaction - INFO - Epoch [38][460/1253] lr: 2.848e-01, eta: 3 days, 22:18:39, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3099, top5_acc: 0.5648, loss_cls: 3.1601, loss: 3.1601, grad_norm: 1.2934 2020-07-17 11:49:31,701 - mmaction - INFO - Epoch [38][480/1253] lr: 2.848e-01, eta: 3 days, 22:17:56, time: 1.085, data_time: 0.001, memory: 9061, top1_acc: 0.3107, top5_acc: 0.5633, loss_cls: 3.1767, loss: 3.1767, grad_norm: 1.3628 2020-07-17 11:49:53,387 - mmaction - INFO - Epoch [38][500/1253] lr: 2.848e-01, eta: 3 days, 22:17:13, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.2924, top5_acc: 0.5570, loss_cls: 3.2410, loss: 3.2410, grad_norm: 1.2868 2020-07-17 11:50:15,043 - mmaction - INFO - Epoch [38][520/1253] lr: 2.848e-01, eta: 3 days, 22:16:30, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3247, top5_acc: 0.5786, loss_cls: 3.1024, loss: 3.1024, grad_norm: 1.3180 2020-07-17 11:50:38,069 - mmaction - INFO - Epoch [38][540/1253] lr: 2.848e-01, eta: 3 days, 22:15:55, time: 1.152, data_time: 0.002, memory: 9061, top1_acc: 0.3049, top5_acc: 0.5620, loss_cls: 3.1874, loss: 3.1874, grad_norm: 1.3066 2020-07-17 11:50:59,642 - mmaction - INFO - Epoch [38][560/1253] lr: 2.848e-01, eta: 3 days, 22:15:12, time: 1.078, data_time: 0.002, memory: 9061, top1_acc: 0.3138, top5_acc: 0.5609, loss_cls: 3.1763, loss: 3.1763, grad_norm: 1.3245 2020-07-17 11:51:21,324 - mmaction - INFO - Epoch [38][580/1253] lr: 2.848e-01, eta: 3 days, 22:14:29, time: 1.085, data_time: 0.002, memory: 9061, top1_acc: 0.3148, top5_acc: 0.5714, loss_cls: 3.1728, loss: 3.1728, grad_norm: 1.2765 2020-07-17 11:51:43,214 - mmaction - INFO - Epoch [38][600/1253] lr: 2.848e-01, eta: 3 days, 22:13:47, time: 1.094, data_time: 0.001, memory: 9061, top1_acc: 0.3049, top5_acc: 0.5490, loss_cls: 3.2204, loss: 3.2204, grad_norm: 1.2999 2020-07-17 11:52:04,849 - mmaction - INFO - Epoch [38][620/1253] lr: 2.848e-01, eta: 3 days, 22:13:04, time: 1.082, data_time: 0.002, memory: 9061, top1_acc: 0.3008, top5_acc: 0.5641, loss_cls: 3.1754, loss: 3.1754, grad_norm: 1.3158 2020-07-17 11:52:26,526 - mmaction - INFO - Epoch [38][640/1253] lr: 2.848e-01, eta: 3 days, 22:12:21, time: 1.083, data_time: 0.001, memory: 9061, top1_acc: 0.3102, top5_acc: 0.5589, loss_cls: 3.2007, loss: 3.2007, grad_norm: 1.2874 2020-07-17 11:52:48,371 - mmaction - INFO - Epoch [38][660/1253] lr: 2.848e-01, eta: 3 days, 22:11:39, time: 1.092, data_time: 0.002, memory: 9061, top1_acc: 0.3096, top5_acc: 0.5628, loss_cls: 3.1745, loss: 3.1745, grad_norm: 1.3117 2020-07-17 11:53:09,915 - mmaction - INFO - Epoch [38][680/1253] lr: 2.848e-01, eta: 3 days, 22:10:56, time: 1.078, data_time: 0.003, memory: 9061, top1_acc: 0.3167, top5_acc: 0.5706, loss_cls: 3.1539, loss: 3.1539, grad_norm: 1.3146 2020-07-17 11:53:31,556 - mmaction - INFO - Epoch [38][700/1253] lr: 2.848e-01, eta: 3 days, 22:10:13, time: 1.080, data_time: 0.002, memory: 9061, top1_acc: 0.3104, top5_acc: 0.5609, loss_cls: 3.1687, loss: 3.1687, grad_norm: 1.3261 2020-07-17 11:53:53,423 - mmaction - INFO - Epoch [38][720/1253] lr: 2.848e-01, eta: 3 days, 22:09:31, time: 1.094, data_time: 0.004, memory: 9061, top1_acc: 0.2948, top5_acc: 0.5456, loss_cls: 3.2796, loss: 3.2796, grad_norm: 1.3212 2020-07-17 11:54:15,082 - mmaction - INFO - Epoch [38][740/1253] lr: 2.848e-01, eta: 3 days, 22:08:48, time: 1.083, data_time: 0.003, memory: 9061, top1_acc: 0.3086, top5_acc: 0.5669, loss_cls: 3.1471, loss: 3.1471, grad_norm: 1.2850 2020-07-17 11:54:36,791 - mmaction - INFO - Epoch [38][760/1253] lr: 2.848e-01, eta: 3 days, 22:08:06, time: 1.085, data_time: 0.002, memory: 9061, top1_acc: 0.3120, top5_acc: 0.5659, loss_cls: 3.1452, loss: 3.1452, grad_norm: 1.3175 2020-07-17 11:54:58,476 - mmaction - INFO - Epoch [38][780/1253] lr: 2.848e-01, eta: 3 days, 22:07:23, time: 1.083, data_time: 0.003, memory: 9061, top1_acc: 0.3052, top5_acc: 0.5716, loss_cls: 3.1439, loss: 3.1439, grad_norm: 1.3302 2020-07-17 11:55:20,218 - mmaction - INFO - Epoch [38][800/1253] lr: 2.848e-01, eta: 3 days, 22:06:41, time: 1.089, data_time: 0.004, memory: 9061, top1_acc: 0.3151, top5_acc: 0.5727, loss_cls: 3.1710, loss: 3.1710, grad_norm: 1.2943 2020-07-17 11:55:41,986 - mmaction - INFO - Epoch [38][820/1253] lr: 2.848e-01, eta: 3 days, 22:05:58, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3161, top5_acc: 0.5552, loss_cls: 3.1843, loss: 3.1843, grad_norm: 1.2638 2020-07-17 11:56:03,641 - mmaction - INFO - Epoch [38][840/1253] lr: 2.848e-01, eta: 3 days, 22:05:16, time: 1.083, data_time: 0.003, memory: 9061, top1_acc: 0.3211, top5_acc: 0.5797, loss_cls: 3.0919, loss: 3.0919, grad_norm: 1.2949 2020-07-17 11:56:25,721 - mmaction - INFO - Epoch [38][860/1253] lr: 2.848e-01, eta: 3 days, 22:04:35, time: 1.104, data_time: 0.017, memory: 9061, top1_acc: 0.3089, top5_acc: 0.5760, loss_cls: 3.1787, loss: 3.1787, grad_norm: 1.3389 2020-07-17 11:56:47,428 - mmaction - INFO - Epoch [38][880/1253] lr: 2.848e-01, eta: 3 days, 22:03:53, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3167, top5_acc: 0.5682, loss_cls: 3.1451, loss: 3.1451, grad_norm: 1.3074 2020-07-17 11:57:09,166 - mmaction - INFO - Epoch [38][900/1253] lr: 2.848e-01, eta: 3 days, 22:03:11, time: 1.086, data_time: 0.002, memory: 9061, top1_acc: 0.3073, top5_acc: 0.5646, loss_cls: 3.1756, loss: 3.1756, grad_norm: 1.2694 2020-07-17 11:57:30,832 - mmaction - INFO - Epoch [38][920/1253] lr: 2.848e-01, eta: 3 days, 22:02:28, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3159, top5_acc: 0.5607, loss_cls: 3.1580, loss: 3.1580, grad_norm: 1.3152 2020-07-17 11:57:52,751 - mmaction - INFO - Epoch [38][940/1253] lr: 2.848e-01, eta: 3 days, 22:01:47, time: 1.096, data_time: 0.002, memory: 9061, top1_acc: 0.3135, top5_acc: 0.5544, loss_cls: 3.1600, loss: 3.1600, grad_norm: 1.3064 2020-07-17 11:58:14,351 - mmaction - INFO - Epoch [38][960/1253] lr: 2.848e-01, eta: 3 days, 22:01:04, time: 1.081, data_time: 0.002, memory: 9061, top1_acc: 0.3099, top5_acc: 0.5529, loss_cls: 3.2290, loss: 3.2290, grad_norm: 1.2742 2020-07-17 11:58:36,028 - mmaction - INFO - Epoch [38][980/1253] lr: 2.848e-01, eta: 3 days, 22:00:21, time: 1.082, data_time: 0.002, memory: 9061, top1_acc: 0.3112, top5_acc: 0.5693, loss_cls: 3.1687, loss: 3.1687, grad_norm: 1.2957 2020-07-17 11:58:57,648 - mmaction - INFO - Epoch [38][1000/1253] lr: 2.848e-01, eta: 3 days, 21:59:38, time: 1.082, data_time: 0.004, memory: 9061, top1_acc: 0.3102, top5_acc: 0.5526, loss_cls: 3.2047, loss: 3.2047, grad_norm: 1.3260 2020-07-17 11:59:19,244 - mmaction - INFO - Epoch [38][1020/1253] lr: 2.848e-01, eta: 3 days, 21:58:55, time: 1.079, data_time: 0.003, memory: 9061, top1_acc: 0.3164, top5_acc: 0.5643, loss_cls: 3.1599, loss: 3.1599, grad_norm: 1.2697 2020-07-17 11:59:41,156 - mmaction - INFO - Epoch [38][1040/1253] lr: 2.848e-01, eta: 3 days, 21:58:14, time: 1.096, data_time: 0.009, memory: 9061, top1_acc: 0.3180, top5_acc: 0.5768, loss_cls: 3.1182, loss: 3.1182, grad_norm: 1.3146 2020-07-17 12:00:07,153 - mmaction - INFO - Epoch [38][1060/1253] lr: 2.848e-01, eta: 3 days, 21:57:34, time: 1.102, data_time: 0.003, memory: 9061, top1_acc: 0.3232, top5_acc: 0.5661, loss_cls: 3.1694, loss: 3.1694, grad_norm: 1.2844 2020-07-17 12:00:33,791 - mmaction - INFO - Epoch [38][1080/1253] lr: 2.848e-01, eta: 3 days, 21:57:43, time: 1.530, data_time: 0.213, memory: 9061, top1_acc: 0.3078, top5_acc: 0.5581, loss_cls: 3.1759, loss: 3.1759, grad_norm: 1.3117 2020-07-17 12:00:55,663 - mmaction - INFO - Epoch [38][1100/1253] lr: 2.848e-01, eta: 3 days, 21:57:02, time: 1.095, data_time: 0.004, memory: 9061, top1_acc: 0.3138, top5_acc: 0.5807, loss_cls: 3.1387, loss: 3.1387, grad_norm: 1.2819 2020-07-17 12:01:17,353 - mmaction - INFO - Epoch [38][1120/1253] lr: 2.848e-01, eta: 3 days, 21:56:19, time: 1.085, data_time: 0.002, memory: 9061, top1_acc: 0.2992, top5_acc: 0.5591, loss_cls: 3.2072, loss: 3.2072, grad_norm: 1.3239 2020-07-17 12:01:39,179 - mmaction - INFO - Epoch [38][1140/1253] lr: 2.848e-01, eta: 3 days, 21:55:38, time: 1.090, data_time: 0.005, memory: 9061, top1_acc: 0.3151, top5_acc: 0.5654, loss_cls: 3.1657, loss: 3.1657, grad_norm: 1.3145 2020-07-17 12:02:00,775 - mmaction - INFO - Epoch [38][1160/1253] lr: 2.848e-01, eta: 3 days, 21:54:55, time: 1.080, data_time: 0.003, memory: 9061, top1_acc: 0.2982, top5_acc: 0.5521, loss_cls: 3.2530, loss: 3.2530, grad_norm: 1.3062 2020-07-17 12:02:22,451 - mmaction - INFO - Epoch [38][1180/1253] lr: 2.848e-01, eta: 3 days, 21:54:12, time: 1.084, data_time: 0.002, memory: 9061, top1_acc: 0.3154, top5_acc: 0.5742, loss_cls: 3.1224, loss: 3.1224, grad_norm: 1.3116 2020-07-17 12:02:44,319 - mmaction - INFO - Epoch [38][1200/1253] lr: 2.848e-01, eta: 3 days, 21:53:31, time: 1.092, data_time: 0.002, memory: 9061, top1_acc: 0.2964, top5_acc: 0.5591, loss_cls: 3.1995, loss: 3.1995, grad_norm: 1.3232 2020-07-17 12:03:05,999 - mmaction - INFO - Epoch [38][1220/1253] lr: 2.848e-01, eta: 3 days, 21:52:49, time: 1.085, data_time: 0.004, memory: 9061, top1_acc: 0.3224, top5_acc: 0.5690, loss_cls: 3.1099, loss: 3.1099, grad_norm: 1.3000 2020-07-17 12:03:27,748 - mmaction - INFO - Epoch [38][1240/1253] lr: 2.848e-01, eta: 3 days, 21:52:07, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3154, top5_acc: 0.5586, loss_cls: 3.1702, loss: 3.1702, grad_norm: 1.2714 2020-07-17 12:07:24,744 - mmaction - INFO - Epoch [39][20/1253] lr: 2.840e-01, eta: 3 days, 22:07:33, time: 10.475, data_time: 9.192, memory: 9061, top1_acc: 0.3221, top5_acc: 0.5708, loss_cls: 3.1609, loss: 3.1609, grad_norm: 1.3132 2020-07-17 12:07:46,512 - mmaction - INFO - Epoch [39][40/1253] lr: 2.840e-01, eta: 3 days, 22:06:51, time: 1.088, data_time: 0.002, memory: 9061, top1_acc: 0.3242, top5_acc: 0.5828, loss_cls: 3.1004, loss: 3.1004, grad_norm: 1.3101 2020-07-17 12:08:08,553 - mmaction - INFO - Epoch [39][60/1253] lr: 2.840e-01, eta: 3 days, 22:06:11, time: 1.103, data_time: 0.003, memory: 9061, top1_acc: 0.3227, top5_acc: 0.5659, loss_cls: 3.1143, loss: 3.1143, grad_norm: 1.2955 2020-07-17 12:08:31,014 - mmaction - INFO - Epoch [39][80/1253] lr: 2.840e-01, eta: 3 days, 22:05:32, time: 1.121, data_time: 0.006, memory: 9061, top1_acc: 0.3201, top5_acc: 0.5807, loss_cls: 3.0906, loss: 3.0906, grad_norm: 1.3062 2020-07-17 12:08:53,416 - mmaction - INFO - Epoch [39][100/1253] lr: 2.840e-01, eta: 3 days, 22:04:54, time: 1.121, data_time: 0.018, memory: 9061, top1_acc: 0.3159, top5_acc: 0.5633, loss_cls: 3.1473, loss: 3.1473, grad_norm: 1.3042 2020-07-17 12:09:16,122 - mmaction - INFO - Epoch [39][120/1253] lr: 2.840e-01, eta: 3 days, 22:04:17, time: 1.137, data_time: 0.009, memory: 9061, top1_acc: 0.3151, top5_acc: 0.5667, loss_cls: 3.1479, loss: 3.1479, grad_norm: 1.2922 2020-07-17 12:09:39,213 - mmaction - INFO - Epoch [39][140/1253] lr: 2.840e-01, eta: 3 days, 22:03:42, time: 1.149, data_time: 0.024, memory: 9061, top1_acc: 0.3167, top5_acc: 0.5680, loss_cls: 3.1550, loss: 3.1550, grad_norm: 1.3493 2020-07-17 12:10:01,980 - mmaction - INFO - Epoch [39][160/1253] lr: 2.840e-01, eta: 3 days, 22:03:06, time: 1.144, data_time: 0.017, memory: 9061, top1_acc: 0.3299, top5_acc: 0.5844, loss_cls: 3.0766, loss: 3.0766, grad_norm: 1.3095 2020-07-17 12:10:24,305 - mmaction - INFO - Epoch [39][180/1253] lr: 2.840e-01, eta: 3 days, 22:02:27, time: 1.114, data_time: 0.017, memory: 9061, top1_acc: 0.3211, top5_acc: 0.5716, loss_cls: 3.1227, loss: 3.1227, grad_norm: 1.3129 2020-07-17 12:10:46,026 - mmaction - INFO - Epoch [39][200/1253] lr: 2.840e-01, eta: 3 days, 22:01:44, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3281, top5_acc: 0.5802, loss_cls: 3.0958, loss: 3.0958, grad_norm: 1.2990 2020-07-17 12:11:07,820 - mmaction - INFO - Epoch [39][220/1253] lr: 2.840e-01, eta: 3 days, 22:01:02, time: 1.089, data_time: 0.004, memory: 9061, top1_acc: 0.3214, top5_acc: 0.5839, loss_cls: 3.0933, loss: 3.0933, grad_norm: 1.3126 2020-07-17 12:11:30,509 - mmaction - INFO - Epoch [39][240/1253] lr: 2.840e-01, eta: 3 days, 22:00:24, time: 1.126, data_time: 0.012, memory: 9061, top1_acc: 0.3292, top5_acc: 0.5763, loss_cls: 3.0876, loss: 3.0876, grad_norm: 1.3104 2020-07-17 12:11:53,576 - mmaction - INFO - Epoch [39][260/1253] lr: 2.840e-01, eta: 3 days, 21:59:51, time: 1.164, data_time: 0.025, memory: 9061, top1_acc: 0.3195, top5_acc: 0.5753, loss_cls: 3.1130, loss: 3.1130, grad_norm: 1.3282 2020-07-17 12:12:16,307 - mmaction - INFO - Epoch [39][280/1253] lr: 2.840e-01, eta: 3 days, 21:59:14, time: 1.135, data_time: 0.022, memory: 9061, top1_acc: 0.3182, top5_acc: 0.5677, loss_cls: 3.1438, loss: 3.1438, grad_norm: 1.2985 2020-07-17 12:12:38,867 - mmaction - INFO - Epoch [39][300/1253] lr: 2.840e-01, eta: 3 days, 21:58:36, time: 1.125, data_time: 0.010, memory: 9061, top1_acc: 0.3208, top5_acc: 0.5706, loss_cls: 3.1660, loss: 3.1660, grad_norm: 1.3507 2020-07-17 12:13:01,264 - mmaction - INFO - Epoch [39][320/1253] lr: 2.840e-01, eta: 3 days, 21:57:58, time: 1.122, data_time: 0.013, memory: 9061, top1_acc: 0.3245, top5_acc: 0.5758, loss_cls: 3.1197, loss: 3.1197, grad_norm: 1.3047 2020-07-17 12:13:23,318 - mmaction - INFO - Epoch [39][340/1253] lr: 2.840e-01, eta: 3 days, 21:57:18, time: 1.105, data_time: 0.013, memory: 9061, top1_acc: 0.3112, top5_acc: 0.5547, loss_cls: 3.2095, loss: 3.2095, grad_norm: 1.3455 2020-07-17 12:13:45,174 - mmaction - INFO - Epoch [39][360/1253] lr: 2.840e-01, eta: 3 days, 21:56:36, time: 1.091, data_time: 0.002, memory: 9061, top1_acc: 0.3154, top5_acc: 0.5638, loss_cls: 3.1739, loss: 3.1739, grad_norm: 1.3108 2020-07-17 12:14:06,827 - mmaction - INFO - Epoch [39][380/1253] lr: 2.840e-01, eta: 3 days, 21:55:54, time: 1.084, data_time: 0.004, memory: 9061, top1_acc: 0.3151, top5_acc: 0.5672, loss_cls: 3.1773, loss: 3.1773, grad_norm: 1.3188 2020-07-17 12:14:28,504 - mmaction - INFO - Epoch [39][400/1253] lr: 2.840e-01, eta: 3 days, 21:55:11, time: 1.082, data_time: 0.002, memory: 9061, top1_acc: 0.3263, top5_acc: 0.5815, loss_cls: 3.1037, loss: 3.1037, grad_norm: 1.2978 2020-07-17 12:14:50,179 - mmaction - INFO - Epoch [39][420/1253] lr: 2.840e-01, eta: 3 days, 21:54:28, time: 1.083, data_time: 0.004, memory: 9061, top1_acc: 0.3169, top5_acc: 0.5737, loss_cls: 3.1342, loss: 3.1342, grad_norm: 1.3114 2020-07-17 12:15:11,859 - mmaction - INFO - Epoch [39][440/1253] lr: 2.840e-01, eta: 3 days, 21:53:46, time: 1.085, data_time: 0.004, memory: 9061, top1_acc: 0.3148, top5_acc: 0.5638, loss_cls: 3.1593, loss: 3.1593, grad_norm: 1.3188 2020-07-17 12:15:33,638 - mmaction - INFO - Epoch [39][460/1253] lr: 2.840e-01, eta: 3 days, 21:53:04, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.3057, top5_acc: 0.5698, loss_cls: 3.1985, loss: 3.1985, grad_norm: 1.3315 2020-07-17 12:15:55,349 - mmaction - INFO - Epoch [39][480/1253] lr: 2.840e-01, eta: 3 days, 21:52:22, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3013, top5_acc: 0.5570, loss_cls: 3.2279, loss: 3.2279, grad_norm: 1.3252 2020-07-17 12:16:17,089 - mmaction - INFO - Epoch [39][500/1253] lr: 2.840e-01, eta: 3 days, 21:51:40, time: 1.087, data_time: 0.005, memory: 9061, top1_acc: 0.3174, top5_acc: 0.5638, loss_cls: 3.1781, loss: 3.1781, grad_norm: 1.2867 2020-07-17 12:16:38,841 - mmaction - INFO - Epoch [39][520/1253] lr: 2.840e-01, eta: 3 days, 21:50:58, time: 1.088, data_time: 0.005, memory: 9061, top1_acc: 0.3151, top5_acc: 0.5701, loss_cls: 3.1621, loss: 3.1621, grad_norm: 1.3246 2020-07-17 12:17:00,517 - mmaction - INFO - Epoch [39][540/1253] lr: 2.840e-01, eta: 3 days, 21:50:16, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3122, top5_acc: 0.5669, loss_cls: 3.1747, loss: 3.1747, grad_norm: 1.3046 2020-07-17 12:17:22,316 - mmaction - INFO - Epoch [39][560/1253] lr: 2.840e-01, eta: 3 days, 21:49:34, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3232, top5_acc: 0.5781, loss_cls: 3.1031, loss: 3.1031, grad_norm: 1.3014 2020-07-17 12:17:44,136 - mmaction - INFO - Epoch [39][580/1253] lr: 2.840e-01, eta: 3 days, 21:48:52, time: 1.092, data_time: 0.004, memory: 9061, top1_acc: 0.3216, top5_acc: 0.5711, loss_cls: 3.1112, loss: 3.1112, grad_norm: 1.2912 2020-07-17 12:18:05,826 - mmaction - INFO - Epoch [39][600/1253] lr: 2.840e-01, eta: 3 days, 21:48:10, time: 1.083, data_time: 0.003, memory: 9061, top1_acc: 0.3188, top5_acc: 0.5745, loss_cls: 3.0899, loss: 3.0899, grad_norm: 1.3261 2020-07-17 12:18:27,489 - mmaction - INFO - Epoch [39][620/1253] lr: 2.840e-01, eta: 3 days, 21:47:28, time: 1.085, data_time: 0.004, memory: 9061, top1_acc: 0.3156, top5_acc: 0.5693, loss_cls: 3.1683, loss: 3.1683, grad_norm: 1.3075 2020-07-17 12:18:49,300 - mmaction - INFO - Epoch [39][640/1253] lr: 2.840e-01, eta: 3 days, 21:46:46, time: 1.090, data_time: 0.002, memory: 9061, top1_acc: 0.3146, top5_acc: 0.5648, loss_cls: 3.1651, loss: 3.1651, grad_norm: 1.3067 2020-07-17 12:19:11,013 - mmaction - INFO - Epoch [39][660/1253] lr: 2.840e-01, eta: 3 days, 21:46:04, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3188, top5_acc: 0.5747, loss_cls: 3.1327, loss: 3.1327, grad_norm: 1.3030 2020-07-17 12:19:32,730 - mmaction - INFO - Epoch [39][680/1253] lr: 2.840e-01, eta: 3 days, 21:45:22, time: 1.086, data_time: 0.002, memory: 9061, top1_acc: 0.3128, top5_acc: 0.5701, loss_cls: 3.1530, loss: 3.1530, grad_norm: 1.3038 2020-07-17 12:19:54,511 - mmaction - INFO - Epoch [39][700/1253] lr: 2.840e-01, eta: 3 days, 21:44:41, time: 1.089, data_time: 0.002, memory: 9061, top1_acc: 0.3120, top5_acc: 0.5531, loss_cls: 3.2158, loss: 3.2158, grad_norm: 1.2928 2020-07-17 12:20:16,227 - mmaction - INFO - Epoch [39][720/1253] lr: 2.840e-01, eta: 3 days, 21:43:58, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3133, top5_acc: 0.5591, loss_cls: 3.1628, loss: 3.1628, grad_norm: 1.2745 2020-07-17 12:20:37,817 - mmaction - INFO - Epoch [39][740/1253] lr: 2.840e-01, eta: 3 days, 21:43:16, time: 1.080, data_time: 0.003, memory: 9061, top1_acc: 0.3128, top5_acc: 0.5552, loss_cls: 3.1749, loss: 3.1749, grad_norm: 1.3136 2020-07-17 12:20:59,518 - mmaction - INFO - Epoch [39][760/1253] lr: 2.840e-01, eta: 3 days, 21:42:34, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3174, top5_acc: 0.5612, loss_cls: 3.1690, loss: 3.1690, grad_norm: 1.2728 2020-07-17 12:21:21,196 - mmaction - INFO - Epoch [39][780/1253] lr: 2.840e-01, eta: 3 days, 21:41:52, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3159, top5_acc: 0.5701, loss_cls: 3.1624, loss: 3.1624, grad_norm: 1.3020 2020-07-17 12:21:42,931 - mmaction - INFO - Epoch [39][800/1253] lr: 2.840e-01, eta: 3 days, 21:41:10, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3180, top5_acc: 0.5677, loss_cls: 3.1619, loss: 3.1619, grad_norm: 1.3112 2020-07-17 12:22:04,689 - mmaction - INFO - Epoch [39][820/1253] lr: 2.840e-01, eta: 3 days, 21:40:28, time: 1.086, data_time: 0.002, memory: 9061, top1_acc: 0.3227, top5_acc: 0.5716, loss_cls: 3.1527, loss: 3.1527, grad_norm: 1.3255 2020-07-17 12:22:26,559 - mmaction - INFO - Epoch [39][840/1253] lr: 2.840e-01, eta: 3 days, 21:39:47, time: 1.095, data_time: 0.005, memory: 9061, top1_acc: 0.3167, top5_acc: 0.5763, loss_cls: 3.1289, loss: 3.1289, grad_norm: 1.3469 2020-07-17 12:22:48,368 - mmaction - INFO - Epoch [39][860/1253] lr: 2.840e-01, eta: 3 days, 21:39:05, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3086, top5_acc: 0.5589, loss_cls: 3.1898, loss: 3.1898, grad_norm: 1.3184 2020-07-17 12:23:14,062 - mmaction - INFO - Epoch [39][880/1253] lr: 2.840e-01, eta: 3 days, 21:38:46, time: 1.286, data_time: 0.127, memory: 9061, top1_acc: 0.3109, top5_acc: 0.5685, loss_cls: 3.1582, loss: 3.1582, grad_norm: 1.3100 2020-07-17 12:23:35,710 - mmaction - INFO - Epoch [39][900/1253] lr: 2.840e-01, eta: 3 days, 21:38:04, time: 1.083, data_time: 0.003, memory: 9061, top1_acc: 0.3214, top5_acc: 0.5617, loss_cls: 3.1621, loss: 3.1621, grad_norm: 1.3157 2020-07-17 12:23:57,445 - mmaction - INFO - Epoch [39][920/1253] lr: 2.840e-01, eta: 3 days, 21:37:22, time: 1.086, data_time: 0.002, memory: 9061, top1_acc: 0.3260, top5_acc: 0.5917, loss_cls: 3.0687, loss: 3.0687, grad_norm: 1.2923 2020-07-17 12:24:19,195 - mmaction - INFO - Epoch [39][940/1253] lr: 2.840e-01, eta: 3 days, 21:36:41, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.3234, top5_acc: 0.5711, loss_cls: 3.1666, loss: 3.1666, grad_norm: 1.3191 2020-07-17 12:24:40,795 - mmaction - INFO - Epoch [39][960/1253] lr: 2.840e-01, eta: 3 days, 21:35:58, time: 1.078, data_time: 0.001, memory: 9061, top1_acc: 0.3151, top5_acc: 0.5758, loss_cls: 3.1243, loss: 3.1243, grad_norm: 1.2915 2020-07-17 12:25:02,468 - mmaction - INFO - Epoch [39][980/1253] lr: 2.840e-01, eta: 3 days, 21:35:16, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3193, top5_acc: 0.5784, loss_cls: 3.1097, loss: 3.1097, grad_norm: 1.3175 2020-07-17 12:25:24,258 - mmaction - INFO - Epoch [39][1000/1253] lr: 2.840e-01, eta: 3 days, 21:34:35, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3148, top5_acc: 0.5641, loss_cls: 3.1505, loss: 3.1505, grad_norm: 1.3406 2020-07-17 12:25:45,899 - mmaction - INFO - Epoch [39][1020/1253] lr: 2.840e-01, eta: 3 days, 21:33:52, time: 1.083, data_time: 0.003, memory: 9061, top1_acc: 0.3143, top5_acc: 0.5648, loss_cls: 3.1424, loss: 3.1424, grad_norm: 1.3087 2020-07-17 12:26:07,523 - mmaction - INFO - Epoch [39][1040/1253] lr: 2.840e-01, eta: 3 days, 21:33:10, time: 1.081, data_time: 0.003, memory: 9061, top1_acc: 0.3109, top5_acc: 0.5581, loss_cls: 3.1710, loss: 3.1710, grad_norm: 1.3145 2020-07-17 12:26:29,251 - mmaction - INFO - Epoch [39][1060/1253] lr: 2.840e-01, eta: 3 days, 21:32:28, time: 1.086, data_time: 0.002, memory: 9061, top1_acc: 0.3073, top5_acc: 0.5625, loss_cls: 3.1709, loss: 3.1709, grad_norm: 1.3086 2020-07-17 12:26:51,049 - mmaction - INFO - Epoch [39][1080/1253] lr: 2.840e-01, eta: 3 days, 21:31:47, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.3021, top5_acc: 0.5583, loss_cls: 3.2047, loss: 3.2047, grad_norm: 1.3286 2020-07-17 12:27:12,709 - mmaction - INFO - Epoch [39][1100/1253] lr: 2.840e-01, eta: 3 days, 21:31:05, time: 1.082, data_time: 0.002, memory: 9061, top1_acc: 0.3117, top5_acc: 0.5503, loss_cls: 3.2163, loss: 3.2163, grad_norm: 1.3021 2020-07-17 12:27:34,405 - mmaction - INFO - Epoch [39][1120/1253] lr: 2.840e-01, eta: 3 days, 21:30:23, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3313, top5_acc: 0.5607, loss_cls: 3.1694, loss: 3.1694, grad_norm: 1.3074 2020-07-17 12:27:56,078 - mmaction - INFO - Epoch [39][1140/1253] lr: 2.840e-01, eta: 3 days, 21:29:41, time: 1.083, data_time: 0.002, memory: 9061, top1_acc: 0.3169, top5_acc: 0.5654, loss_cls: 3.1359, loss: 3.1359, grad_norm: 1.3172 2020-07-17 12:28:17,818 - mmaction - INFO - Epoch [39][1160/1253] lr: 2.840e-01, eta: 3 days, 21:29:00, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3021, top5_acc: 0.5659, loss_cls: 3.2118, loss: 3.2118, grad_norm: 1.3018 2020-07-17 12:28:39,813 - mmaction - INFO - Epoch [39][1180/1253] lr: 2.840e-01, eta: 3 days, 21:28:20, time: 1.102, data_time: 0.005, memory: 9061, top1_acc: 0.3081, top5_acc: 0.5599, loss_cls: 3.1872, loss: 3.1872, grad_norm: 1.2838 2020-07-17 12:29:01,587 - mmaction - INFO - Epoch [39][1200/1253] lr: 2.840e-01, eta: 3 days, 21:27:39, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3367, top5_acc: 0.5781, loss_cls: 3.0923, loss: 3.0923, grad_norm: 1.3154 2020-07-17 12:29:23,341 - mmaction - INFO - Epoch [39][1220/1253] lr: 2.840e-01, eta: 3 days, 21:26:57, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3151, top5_acc: 0.5625, loss_cls: 3.1987, loss: 3.1987, grad_norm: 1.3114 2020-07-17 12:29:45,076 - mmaction - INFO - Epoch [39][1240/1253] lr: 2.840e-01, eta: 3 days, 21:26:16, time: 1.085, data_time: 0.004, memory: 9061, top1_acc: 0.3195, top5_acc: 0.5740, loss_cls: 3.1658, loss: 3.1658, grad_norm: 1.3205 2020-07-17 12:34:04,245 - mmaction - INFO - Epoch [40][20/1253] lr: 2.831e-01, eta: 3 days, 21:43:58, time: 11.958, data_time: 10.651, memory: 9061, top1_acc: 0.3299, top5_acc: 0.5872, loss_cls: 3.0918, loss: 3.0918, grad_norm: 1.3187 2020-07-17 12:34:25,931 - mmaction - INFO - Epoch [40][40/1253] lr: 2.831e-01, eta: 3 days, 21:43:16, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3219, top5_acc: 0.5737, loss_cls: 3.1408, loss: 3.1408, grad_norm: 1.2768 2020-07-17 12:34:47,658 - mmaction - INFO - Epoch [40][60/1253] lr: 2.831e-01, eta: 3 days, 21:42:34, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3370, top5_acc: 0.5956, loss_cls: 3.0506, loss: 3.0506, grad_norm: 1.3266 2020-07-17 12:35:09,240 - mmaction - INFO - Epoch [40][80/1253] lr: 2.831e-01, eta: 3 days, 21:41:51, time: 1.078, data_time: 0.002, memory: 9061, top1_acc: 0.3141, top5_acc: 0.5805, loss_cls: 3.1387, loss: 3.1387, grad_norm: 1.3301 2020-07-17 12:35:31,139 - mmaction - INFO - Epoch [40][100/1253] lr: 2.831e-01, eta: 3 days, 21:41:10, time: 1.096, data_time: 0.003, memory: 9061, top1_acc: 0.3182, top5_acc: 0.5917, loss_cls: 3.0722, loss: 3.0722, grad_norm: 1.3370 2020-07-17 12:35:52,863 - mmaction - INFO - Epoch [40][120/1253] lr: 2.831e-01, eta: 3 days, 21:40:28, time: 1.084, data_time: 0.001, memory: 9061, top1_acc: 0.3250, top5_acc: 0.5714, loss_cls: 3.1096, loss: 3.1096, grad_norm: 1.3399 2020-07-17 12:36:14,640 - mmaction - INFO - Epoch [40][140/1253] lr: 2.831e-01, eta: 3 days, 21:39:46, time: 1.088, data_time: 0.004, memory: 9061, top1_acc: 0.3151, top5_acc: 0.5750, loss_cls: 3.1208, loss: 3.1208, grad_norm: 1.3426 2020-07-17 12:36:36,279 - mmaction - INFO - Epoch [40][160/1253] lr: 2.831e-01, eta: 3 days, 21:39:04, time: 1.084, data_time: 0.004, memory: 9061, top1_acc: 0.3240, top5_acc: 0.5714, loss_cls: 3.1299, loss: 3.1299, grad_norm: 1.3101 2020-07-17 12:36:57,963 - mmaction - INFO - Epoch [40][180/1253] lr: 2.831e-01, eta: 3 days, 21:38:21, time: 1.084, data_time: 0.002, memory: 9061, top1_acc: 0.3193, top5_acc: 0.5729, loss_cls: 3.1501, loss: 3.1501, grad_norm: 1.3398 2020-07-17 12:37:19,614 - mmaction - INFO - Epoch [40][200/1253] lr: 2.831e-01, eta: 3 days, 21:37:39, time: 1.084, data_time: 0.002, memory: 9061, top1_acc: 0.3154, top5_acc: 0.5760, loss_cls: 3.1298, loss: 3.1298, grad_norm: 1.3174 2020-07-17 12:37:41,322 - mmaction - INFO - Epoch [40][220/1253] lr: 2.831e-01, eta: 3 days, 21:36:57, time: 1.085, data_time: 0.001, memory: 9061, top1_acc: 0.3115, top5_acc: 0.5672, loss_cls: 3.1500, loss: 3.1500, grad_norm: 1.3078 2020-07-17 12:38:03,069 - mmaction - INFO - Epoch [40][240/1253] lr: 2.831e-01, eta: 3 days, 21:36:16, time: 1.088, data_time: 0.002, memory: 9061, top1_acc: 0.3185, top5_acc: 0.5701, loss_cls: 3.1172, loss: 3.1172, grad_norm: 1.2981 2020-07-17 12:38:24,784 - mmaction - INFO - Epoch [40][260/1253] lr: 2.831e-01, eta: 3 days, 21:35:33, time: 1.085, data_time: 0.002, memory: 9061, top1_acc: 0.3326, top5_acc: 0.5813, loss_cls: 3.0766, loss: 3.0766, grad_norm: 1.3416 2020-07-17 12:38:46,385 - mmaction - INFO - Epoch [40][280/1253] lr: 2.831e-01, eta: 3 days, 21:34:51, time: 1.079, data_time: 0.003, memory: 9061, top1_acc: 0.3128, top5_acc: 0.5805, loss_cls: 3.1532, loss: 3.1532, grad_norm: 1.3095 2020-07-17 12:39:07,954 - mmaction - INFO - Epoch [40][300/1253] lr: 2.831e-01, eta: 3 days, 21:34:08, time: 1.079, data_time: 0.003, memory: 9061, top1_acc: 0.3245, top5_acc: 0.5768, loss_cls: 3.1159, loss: 3.1159, grad_norm: 1.3207 2020-07-17 12:39:29,584 - mmaction - INFO - Epoch [40][320/1253] lr: 2.831e-01, eta: 3 days, 21:33:26, time: 1.083, data_time: 0.003, memory: 9061, top1_acc: 0.3159, top5_acc: 0.5760, loss_cls: 3.1518, loss: 3.1518, grad_norm: 1.2946 2020-07-17 12:39:51,201 - mmaction - INFO - Epoch [40][340/1253] lr: 2.831e-01, eta: 3 days, 21:32:43, time: 1.079, data_time: 0.002, memory: 9061, top1_acc: 0.3216, top5_acc: 0.5719, loss_cls: 3.1083, loss: 3.1083, grad_norm: 1.3080 2020-07-17 12:40:12,885 - mmaction - INFO - Epoch [40][360/1253] lr: 2.831e-01, eta: 3 days, 21:32:02, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3159, top5_acc: 0.5727, loss_cls: 3.1169, loss: 3.1169, grad_norm: 1.3191 2020-07-17 12:40:34,535 - mmaction - INFO - Epoch [40][380/1253] lr: 2.831e-01, eta: 3 days, 21:31:19, time: 1.081, data_time: 0.003, memory: 9061, top1_acc: 0.3208, top5_acc: 0.5654, loss_cls: 3.1601, loss: 3.1601, grad_norm: 1.3213 2020-07-17 12:40:56,345 - mmaction - INFO - Epoch [40][400/1253] lr: 2.831e-01, eta: 3 days, 21:30:38, time: 1.093, data_time: 0.008, memory: 9061, top1_acc: 0.3188, top5_acc: 0.5672, loss_cls: 3.1749, loss: 3.1749, grad_norm: 1.3273 2020-07-17 12:41:17,929 - mmaction - INFO - Epoch [40][420/1253] lr: 2.831e-01, eta: 3 days, 21:29:56, time: 1.078, data_time: 0.002, memory: 9061, top1_acc: 0.3141, top5_acc: 0.5667, loss_cls: 3.1605, loss: 3.1605, grad_norm: 1.2980 2020-07-17 12:41:39,580 - mmaction - INFO - Epoch [40][440/1253] lr: 2.831e-01, eta: 3 days, 21:29:14, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3135, top5_acc: 0.5622, loss_cls: 3.1612, loss: 3.1612, grad_norm: 1.3027 2020-07-17 12:42:01,323 - mmaction - INFO - Epoch [40][460/1253] lr: 2.831e-01, eta: 3 days, 21:28:32, time: 1.086, data_time: 0.007, memory: 9061, top1_acc: 0.3164, top5_acc: 0.5695, loss_cls: 3.1295, loss: 3.1295, grad_norm: 1.3093 2020-07-17 12:42:23,061 - mmaction - INFO - Epoch [40][480/1253] lr: 2.831e-01, eta: 3 days, 21:27:50, time: 1.086, data_time: 0.002, memory: 9061, top1_acc: 0.3169, top5_acc: 0.5914, loss_cls: 3.0746, loss: 3.0746, grad_norm: 1.3013 2020-07-17 12:42:44,646 - mmaction - INFO - Epoch [40][500/1253] lr: 2.831e-01, eta: 3 days, 21:27:08, time: 1.079, data_time: 0.003, memory: 9061, top1_acc: 0.3177, top5_acc: 0.5760, loss_cls: 3.1569, loss: 3.1569, grad_norm: 1.2936 2020-07-17 12:43:06,311 - mmaction - INFO - Epoch [40][520/1253] lr: 2.831e-01, eta: 3 days, 21:26:26, time: 1.082, data_time: 0.004, memory: 9061, top1_acc: 0.3227, top5_acc: 0.5633, loss_cls: 3.1645, loss: 3.1645, grad_norm: 1.3170 2020-07-17 12:43:28,111 - mmaction - INFO - Epoch [40][540/1253] lr: 2.831e-01, eta: 3 days, 21:25:45, time: 1.093, data_time: 0.004, memory: 9061, top1_acc: 0.3185, top5_acc: 0.5698, loss_cls: 3.1275, loss: 3.1275, grad_norm: 1.2941 2020-07-17 12:43:49,972 - mmaction - INFO - Epoch [40][560/1253] lr: 2.831e-01, eta: 3 days, 21:25:04, time: 1.091, data_time: 0.002, memory: 9061, top1_acc: 0.3112, top5_acc: 0.5753, loss_cls: 3.1359, loss: 3.1359, grad_norm: 1.3380 2020-07-17 12:44:11,735 - mmaction - INFO - Epoch [40][580/1253] lr: 2.831e-01, eta: 3 days, 21:24:22, time: 1.087, data_time: 0.004, memory: 9061, top1_acc: 0.2938, top5_acc: 0.5484, loss_cls: 3.2335, loss: 3.2335, grad_norm: 1.3333 2020-07-17 12:44:33,390 - mmaction - INFO - Epoch [40][600/1253] lr: 2.831e-01, eta: 3 days, 21:23:40, time: 1.084, data_time: 0.004, memory: 9061, top1_acc: 0.3096, top5_acc: 0.5773, loss_cls: 3.1297, loss: 3.1297, grad_norm: 1.2997 2020-07-17 12:44:55,024 - mmaction - INFO - Epoch [40][620/1253] lr: 2.831e-01, eta: 3 days, 21:22:58, time: 1.081, data_time: 0.003, memory: 9061, top1_acc: 0.3240, top5_acc: 0.5651, loss_cls: 3.1765, loss: 3.1765, grad_norm: 1.3201 2020-07-17 12:45:16,739 - mmaction - INFO - Epoch [40][640/1253] lr: 2.831e-01, eta: 3 days, 21:22:17, time: 1.087, data_time: 0.004, memory: 9061, top1_acc: 0.3042, top5_acc: 0.5607, loss_cls: 3.1903, loss: 3.1903, grad_norm: 1.3278 2020-07-17 12:45:38,434 - mmaction - INFO - Epoch [40][660/1253] lr: 2.831e-01, eta: 3 days, 21:21:35, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3180, top5_acc: 0.5789, loss_cls: 3.1142, loss: 3.1142, grad_norm: 1.3340 2020-07-17 12:46:00,124 - mmaction - INFO - Epoch [40][680/1253] lr: 2.831e-01, eta: 3 days, 21:20:53, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3195, top5_acc: 0.5604, loss_cls: 3.1647, loss: 3.1647, grad_norm: 1.3003 2020-07-17 12:46:22,432 - mmaction - INFO - Epoch [40][700/1253] lr: 2.831e-01, eta: 3 days, 21:20:14, time: 1.103, data_time: 0.003, memory: 9061, top1_acc: 0.3247, top5_acc: 0.5667, loss_cls: 3.1782, loss: 3.1782, grad_norm: 1.3106 2020-07-17 12:46:49,445 - mmaction - INFO - Epoch [40][720/1253] lr: 2.831e-01, eta: 3 days, 21:20:03, time: 1.365, data_time: 0.094, memory: 9061, top1_acc: 0.3091, top5_acc: 0.5536, loss_cls: 3.1992, loss: 3.1992, grad_norm: 1.3273 2020-07-17 12:47:11,720 - mmaction - INFO - Epoch [40][740/1253] lr: 2.831e-01, eta: 3 days, 21:19:24, time: 1.114, data_time: 0.013, memory: 9061, top1_acc: 0.3143, top5_acc: 0.5685, loss_cls: 3.1671, loss: 3.1671, grad_norm: 1.3051 2020-07-17 12:47:33,503 - mmaction - INFO - Epoch [40][760/1253] lr: 2.831e-01, eta: 3 days, 21:18:43, time: 1.089, data_time: 0.002, memory: 9061, top1_acc: 0.3203, top5_acc: 0.5724, loss_cls: 3.1417, loss: 3.1417, grad_norm: 1.3008 2020-07-17 12:47:55,196 - mmaction - INFO - Epoch [40][780/1253] lr: 2.831e-01, eta: 3 days, 21:18:01, time: 1.084, data_time: 0.002, memory: 9061, top1_acc: 0.3260, top5_acc: 0.5570, loss_cls: 3.1568, loss: 3.1568, grad_norm: 1.3232 2020-07-17 12:48:16,949 - mmaction - INFO - Epoch [40][800/1253] lr: 2.831e-01, eta: 3 days, 21:17:20, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3161, top5_acc: 0.5602, loss_cls: 3.1534, loss: 3.1534, grad_norm: 1.3039 2020-07-17 12:48:38,683 - mmaction - INFO - Epoch [40][820/1253] lr: 2.831e-01, eta: 3 days, 21:16:39, time: 1.087, data_time: 0.006, memory: 9061, top1_acc: 0.3112, top5_acc: 0.5677, loss_cls: 3.1668, loss: 3.1668, grad_norm: 1.3013 2020-07-17 12:49:00,339 - mmaction - INFO - Epoch [40][840/1253] lr: 2.831e-01, eta: 3 days, 21:15:57, time: 1.083, data_time: 0.003, memory: 9061, top1_acc: 0.3128, top5_acc: 0.5701, loss_cls: 3.1278, loss: 3.1278, grad_norm: 1.3065 2020-07-17 12:49:22,033 - mmaction - INFO - Epoch [40][860/1253] lr: 2.831e-01, eta: 3 days, 21:15:15, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3148, top5_acc: 0.5727, loss_cls: 3.1214, loss: 3.1214, grad_norm: 1.2945 2020-07-17 12:49:43,722 - mmaction - INFO - Epoch [40][880/1253] lr: 2.831e-01, eta: 3 days, 21:14:34, time: 1.082, data_time: 0.001, memory: 9061, top1_acc: 0.3214, top5_acc: 0.5714, loss_cls: 3.1533, loss: 3.1533, grad_norm: 1.3086 2020-07-17 12:50:05,524 - mmaction - INFO - Epoch [40][900/1253] lr: 2.831e-01, eta: 3 days, 21:13:53, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.3229, top5_acc: 0.5648, loss_cls: 3.1334, loss: 3.1334, grad_norm: 1.2941 2020-07-17 12:50:27,180 - mmaction - INFO - Epoch [40][920/1253] lr: 2.831e-01, eta: 3 days, 21:13:11, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3133, top5_acc: 0.5656, loss_cls: 3.1687, loss: 3.1687, grad_norm: 1.3127 2020-07-17 12:50:49,000 - mmaction - INFO - Epoch [40][940/1253] lr: 2.831e-01, eta: 3 days, 21:12:30, time: 1.090, data_time: 0.001, memory: 9061, top1_acc: 0.3195, top5_acc: 0.5688, loss_cls: 3.1264, loss: 3.1264, grad_norm: 1.3144 2020-07-17 12:51:10,635 - mmaction - INFO - Epoch [40][960/1253] lr: 2.831e-01, eta: 3 days, 21:11:48, time: 1.081, data_time: 0.004, memory: 9061, top1_acc: 0.3326, top5_acc: 0.5760, loss_cls: 3.0871, loss: 3.0871, grad_norm: 1.3110 2020-07-17 12:51:32,346 - mmaction - INFO - Epoch [40][980/1253] lr: 2.831e-01, eta: 3 days, 21:11:07, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3242, top5_acc: 0.5818, loss_cls: 3.0934, loss: 3.0934, grad_norm: 1.3146 2020-07-17 12:51:54,268 - mmaction - INFO - Epoch [40][1000/1253] lr: 2.831e-01, eta: 3 days, 21:10:27, time: 1.094, data_time: 0.001, memory: 9061, top1_acc: 0.3185, top5_acc: 0.5781, loss_cls: 3.1434, loss: 3.1434, grad_norm: 1.3231 2020-07-17 12:52:15,989 - mmaction - INFO - Epoch [40][1020/1253] lr: 2.831e-01, eta: 3 days, 21:09:45, time: 1.086, data_time: 0.002, memory: 9061, top1_acc: 0.3177, top5_acc: 0.5659, loss_cls: 3.1557, loss: 3.1557, grad_norm: 1.3089 2020-07-17 12:52:37,729 - mmaction - INFO - Epoch [40][1040/1253] lr: 2.831e-01, eta: 3 days, 21:09:04, time: 1.087, data_time: 0.004, memory: 9061, top1_acc: 0.3156, top5_acc: 0.5643, loss_cls: 3.1331, loss: 3.1331, grad_norm: 1.3007 2020-07-17 12:52:59,262 - mmaction - INFO - Epoch [40][1060/1253] lr: 2.831e-01, eta: 3 days, 21:08:22, time: 1.078, data_time: 0.003, memory: 9061, top1_acc: 0.3203, top5_acc: 0.5768, loss_cls: 3.1276, loss: 3.1276, grad_norm: 1.3137 2020-07-17 12:53:21,042 - mmaction - INFO - Epoch [40][1080/1253] lr: 2.831e-01, eta: 3 days, 21:07:41, time: 1.088, data_time: 0.001, memory: 9061, top1_acc: 0.3081, top5_acc: 0.5703, loss_cls: 3.1587, loss: 3.1587, grad_norm: 1.2674 2020-07-17 12:53:42,791 - mmaction - INFO - Epoch [40][1100/1253] lr: 2.831e-01, eta: 3 days, 21:07:00, time: 1.085, data_time: 0.002, memory: 9061, top1_acc: 0.3141, top5_acc: 0.5667, loss_cls: 3.1522, loss: 3.1522, grad_norm: 1.3282 2020-07-17 12:54:04,495 - mmaction - INFO - Epoch [40][1120/1253] lr: 2.831e-01, eta: 3 days, 21:06:19, time: 1.089, data_time: 0.005, memory: 9061, top1_acc: 0.3224, top5_acc: 0.5664, loss_cls: 3.1610, loss: 3.1610, grad_norm: 1.3128 2020-07-17 12:54:26,214 - mmaction - INFO - Epoch [40][1140/1253] lr: 2.831e-01, eta: 3 days, 21:05:38, time: 1.085, data_time: 0.001, memory: 9061, top1_acc: 0.3049, top5_acc: 0.5703, loss_cls: 3.1654, loss: 3.1654, grad_norm: 1.3160 2020-07-17 12:54:47,955 - mmaction - INFO - Epoch [40][1160/1253] lr: 2.831e-01, eta: 3 days, 21:04:57, time: 1.087, data_time: 0.002, memory: 9061, top1_acc: 0.3141, top5_acc: 0.5602, loss_cls: 3.1796, loss: 3.1796, grad_norm: 1.3168 2020-07-17 12:55:09,706 - mmaction - INFO - Epoch [40][1180/1253] lr: 2.831e-01, eta: 3 days, 21:04:15, time: 1.087, data_time: 0.002, memory: 9061, top1_acc: 0.3013, top5_acc: 0.5669, loss_cls: 3.1702, loss: 3.1702, grad_norm: 1.3129 2020-07-17 12:55:31,496 - mmaction - INFO - Epoch [40][1200/1253] lr: 2.831e-01, eta: 3 days, 21:03:35, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3047, top5_acc: 0.5625, loss_cls: 3.1847, loss: 3.1847, grad_norm: 1.3368 2020-07-17 12:55:53,286 - mmaction - INFO - Epoch [40][1220/1253] lr: 2.831e-01, eta: 3 days, 21:02:54, time: 1.091, data_time: 0.004, memory: 9061, top1_acc: 0.3112, top5_acc: 0.5807, loss_cls: 3.1394, loss: 3.1394, grad_norm: 1.2777 2020-07-17 12:56:15,043 - mmaction - INFO - Epoch [40][1240/1253] lr: 2.831e-01, eta: 3 days, 21:02:13, time: 1.088, data_time: 0.002, memory: 9061, top1_acc: 0.3198, top5_acc: 0.5745, loss_cls: 3.1279, loss: 3.1279, grad_norm: 1.3120 2020-07-17 12:56:36,802 - mmaction - INFO - Saving checkpoint at 40 epochs 2020-07-17 13:00:47,790 - mmaction - INFO - Epoch [41][20/1253] lr: 2.823e-01, eta: 3 days, 21:20:10, time: 12.397, data_time: 10.533, memory: 9061, top1_acc: 0.3260, top5_acc: 0.5724, loss_cls: 3.1195, loss: 3.1195, grad_norm: 1.2994 2020-07-17 13:01:09,738 - mmaction - INFO - Epoch [41][40/1253] lr: 2.823e-01, eta: 3 days, 21:19:40, time: 1.191, data_time: 0.098, memory: 9061, top1_acc: 0.3221, top5_acc: 0.5690, loss_cls: 3.1303, loss: 3.1303, grad_norm: 1.3308 2020-07-17 13:01:31,840 - mmaction - INFO - Epoch [41][60/1253] lr: 2.823e-01, eta: 3 days, 21:19:00, time: 1.105, data_time: 0.002, memory: 9061, top1_acc: 0.3146, top5_acc: 0.5776, loss_cls: 3.1307, loss: 3.1307, grad_norm: 1.2981 2020-07-17 13:01:53,768 - mmaction - INFO - Epoch [41][80/1253] lr: 2.823e-01, eta: 3 days, 21:18:20, time: 1.096, data_time: 0.002, memory: 9061, top1_acc: 0.3138, top5_acc: 0.5711, loss_cls: 3.1486, loss: 3.1486, grad_norm: 1.3234 2020-07-17 13:02:15,529 - mmaction - INFO - Epoch [41][100/1253] lr: 2.823e-01, eta: 3 days, 21:17:38, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3281, top5_acc: 0.5758, loss_cls: 3.1196, loss: 3.1196, grad_norm: 1.2923 2020-07-17 13:02:37,212 - mmaction - INFO - Epoch [41][120/1253] lr: 2.823e-01, eta: 3 days, 21:16:56, time: 1.083, data_time: 0.003, memory: 9061, top1_acc: 0.3237, top5_acc: 0.5727, loss_cls: 3.1270, loss: 3.1270, grad_norm: 1.3048 2020-07-17 13:02:59,162 - mmaction - INFO - Epoch [41][140/1253] lr: 2.823e-01, eta: 3 days, 21:16:16, time: 1.101, data_time: 0.005, memory: 9061, top1_acc: 0.3323, top5_acc: 0.5854, loss_cls: 3.0718, loss: 3.0718, grad_norm: 1.2943 2020-07-17 13:03:20,916 - mmaction - INFO - Epoch [41][160/1253] lr: 2.823e-01, eta: 3 days, 21:15:35, time: 1.085, data_time: 0.001, memory: 9061, top1_acc: 0.3216, top5_acc: 0.5706, loss_cls: 3.1114, loss: 3.1114, grad_norm: 1.3708 2020-07-17 13:03:42,622 - mmaction - INFO - Epoch [41][180/1253] lr: 2.823e-01, eta: 3 days, 21:14:53, time: 1.087, data_time: 0.006, memory: 9061, top1_acc: 0.3276, top5_acc: 0.5773, loss_cls: 3.1088, loss: 3.1088, grad_norm: 1.3311 2020-07-17 13:04:04,346 - mmaction - INFO - Epoch [41][200/1253] lr: 2.823e-01, eta: 3 days, 21:14:12, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3177, top5_acc: 0.5628, loss_cls: 3.1904, loss: 3.1904, grad_norm: 1.3249 2020-07-17 13:04:26,021 - mmaction - INFO - Epoch [41][220/1253] lr: 2.823e-01, eta: 3 days, 21:13:30, time: 1.083, data_time: 0.002, memory: 9061, top1_acc: 0.3198, top5_acc: 0.5773, loss_cls: 3.1066, loss: 3.1066, grad_norm: 1.3208 2020-07-17 13:04:47,776 - mmaction - INFO - Epoch [41][240/1253] lr: 2.823e-01, eta: 3 days, 21:12:49, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3203, top5_acc: 0.5760, loss_cls: 3.0597, loss: 3.0597, grad_norm: 1.3369 2020-07-17 13:05:09,480 - mmaction - INFO - Epoch [41][260/1253] lr: 2.823e-01, eta: 3 days, 21:12:07, time: 1.083, data_time: 0.003, memory: 9061, top1_acc: 0.3245, top5_acc: 0.5714, loss_cls: 3.1351, loss: 3.1351, grad_norm: 1.3460 2020-07-17 13:05:31,184 - mmaction - INFO - Epoch [41][280/1253] lr: 2.823e-01, eta: 3 days, 21:11:26, time: 1.086, data_time: 0.004, memory: 9061, top1_acc: 0.3044, top5_acc: 0.5602, loss_cls: 3.2191, loss: 3.2191, grad_norm: 1.3576 2020-07-17 13:05:52,892 - mmaction - INFO - Epoch [41][300/1253] lr: 2.823e-01, eta: 3 days, 21:10:44, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3128, top5_acc: 0.5656, loss_cls: 3.1360, loss: 3.1360, grad_norm: 1.2972 2020-07-17 13:06:14,636 - mmaction - INFO - Epoch [41][320/1253] lr: 2.823e-01, eta: 3 days, 21:10:03, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3042, top5_acc: 0.5724, loss_cls: 3.1862, loss: 3.1862, grad_norm: 1.3168 2020-07-17 13:06:36,552 - mmaction - INFO - Epoch [41][340/1253] lr: 2.823e-01, eta: 3 days, 21:09:23, time: 1.095, data_time: 0.010, memory: 9061, top1_acc: 0.3193, top5_acc: 0.5682, loss_cls: 3.1204, loss: 3.1204, grad_norm: 1.2838 2020-07-17 13:06:58,388 - mmaction - INFO - Epoch [41][360/1253] lr: 2.823e-01, eta: 3 days, 21:08:42, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.3229, top5_acc: 0.5714, loss_cls: 3.1107, loss: 3.1107, grad_norm: 1.3225 2020-07-17 13:07:20,115 - mmaction - INFO - Epoch [41][380/1253] lr: 2.823e-01, eta: 3 days, 21:08:00, time: 1.087, data_time: 0.004, memory: 9061, top1_acc: 0.3289, top5_acc: 0.5695, loss_cls: 3.1101, loss: 3.1101, grad_norm: 1.3021 2020-07-17 13:07:41,913 - mmaction - INFO - Epoch [41][400/1253] lr: 2.823e-01, eta: 3 days, 21:07:20, time: 1.090, data_time: 0.004, memory: 9061, top1_acc: 0.3086, top5_acc: 0.5716, loss_cls: 3.1685, loss: 3.1685, grad_norm: 1.3295 2020-07-17 13:08:03,693 - mmaction - INFO - Epoch [41][420/1253] lr: 2.823e-01, eta: 3 days, 21:06:39, time: 1.091, data_time: 0.004, memory: 9061, top1_acc: 0.3164, top5_acc: 0.5604, loss_cls: 3.1785, loss: 3.1785, grad_norm: 1.2991 2020-07-17 13:08:25,460 - mmaction - INFO - Epoch [41][440/1253] lr: 2.823e-01, eta: 3 days, 21:05:58, time: 1.088, data_time: 0.002, memory: 9061, top1_acc: 0.3276, top5_acc: 0.5771, loss_cls: 3.1118, loss: 3.1118, grad_norm: 1.2894 2020-07-17 13:08:47,145 - mmaction - INFO - Epoch [41][460/1253] lr: 2.823e-01, eta: 3 days, 21:05:16, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3112, top5_acc: 0.5604, loss_cls: 3.1932, loss: 3.1932, grad_norm: 1.3140 2020-07-17 13:09:08,963 - mmaction - INFO - Epoch [41][480/1253] lr: 2.823e-01, eta: 3 days, 21:04:35, time: 1.089, data_time: 0.002, memory: 9061, top1_acc: 0.3141, top5_acc: 0.5586, loss_cls: 3.1676, loss: 3.1676, grad_norm: 1.3039 2020-07-17 13:09:30,615 - mmaction - INFO - Epoch [41][500/1253] lr: 2.823e-01, eta: 3 days, 21:03:54, time: 1.082, data_time: 0.006, memory: 9061, top1_acc: 0.3372, top5_acc: 0.5901, loss_cls: 3.0724, loss: 3.0724, grad_norm: 1.3208 2020-07-17 13:09:52,508 - mmaction - INFO - Epoch [41][520/1253] lr: 2.823e-01, eta: 3 days, 21:03:13, time: 1.095, data_time: 0.004, memory: 9061, top1_acc: 0.3156, top5_acc: 0.5677, loss_cls: 3.1494, loss: 3.1494, grad_norm: 1.3394 2020-07-17 13:10:14,406 - mmaction - INFO - Epoch [41][540/1253] lr: 2.823e-01, eta: 3 days, 21:02:33, time: 1.096, data_time: 0.004, memory: 9061, top1_acc: 0.3049, top5_acc: 0.5531, loss_cls: 3.1780, loss: 3.1780, grad_norm: 1.3438 2020-07-17 13:10:36,041 - mmaction - INFO - Epoch [41][560/1253] lr: 2.823e-01, eta: 3 days, 21:01:51, time: 1.080, data_time: 0.002, memory: 9061, top1_acc: 0.3130, top5_acc: 0.5807, loss_cls: 3.1044, loss: 3.1044, grad_norm: 1.3084 2020-07-17 13:10:59,454 - mmaction - INFO - Epoch [41][580/1253] lr: 2.823e-01, eta: 3 days, 21:01:19, time: 1.172, data_time: 0.004, memory: 9061, top1_acc: 0.3234, top5_acc: 0.5747, loss_cls: 3.1126, loss: 3.1126, grad_norm: 1.3641 2020-07-17 13:11:21,095 - mmaction - INFO - Epoch [41][600/1253] lr: 2.823e-01, eta: 3 days, 21:00:38, time: 1.084, data_time: 0.005, memory: 9061, top1_acc: 0.3294, top5_acc: 0.5760, loss_cls: 3.0881, loss: 3.0881, grad_norm: 1.3323 2020-07-17 13:11:42,878 - mmaction - INFO - Epoch [41][620/1253] lr: 2.823e-01, eta: 3 days, 20:59:57, time: 1.089, data_time: 0.001, memory: 9061, top1_acc: 0.3135, top5_acc: 0.5651, loss_cls: 3.1552, loss: 3.1552, grad_norm: 1.3095 2020-07-17 13:12:04,742 - mmaction - INFO - Epoch [41][640/1253] lr: 2.823e-01, eta: 3 days, 20:59:16, time: 1.091, data_time: 0.001, memory: 9061, top1_acc: 0.3031, top5_acc: 0.5487, loss_cls: 3.2205, loss: 3.2205, grad_norm: 1.3259 2020-07-17 13:12:26,493 - mmaction - INFO - Epoch [41][660/1253] lr: 2.823e-01, eta: 3 days, 20:58:35, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3047, top5_acc: 0.5581, loss_cls: 3.2217, loss: 3.2217, grad_norm: 1.3280 2020-07-17 13:12:48,177 - mmaction - INFO - Epoch [41][680/1253] lr: 2.823e-01, eta: 3 days, 20:57:54, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3185, top5_acc: 0.5786, loss_cls: 3.1200, loss: 3.1200, grad_norm: 1.3251 2020-07-17 13:13:09,797 - mmaction - INFO - Epoch [41][700/1253] lr: 2.823e-01, eta: 3 days, 20:57:12, time: 1.082, data_time: 0.003, memory: 9061, top1_acc: 0.3227, top5_acc: 0.5648, loss_cls: 3.1636, loss: 3.1636, grad_norm: 1.3003 2020-07-17 13:13:32,175 - mmaction - INFO - Epoch [41][720/1253] lr: 2.823e-01, eta: 3 days, 20:56:35, time: 1.117, data_time: 0.002, memory: 9061, top1_acc: 0.3109, top5_acc: 0.5659, loss_cls: 3.1584, loss: 3.1584, grad_norm: 1.3187 2020-07-17 13:13:53,823 - mmaction - INFO - Epoch [41][740/1253] lr: 2.823e-01, eta: 3 days, 20:55:53, time: 1.083, data_time: 0.004, memory: 9061, top1_acc: 0.3276, top5_acc: 0.5734, loss_cls: 3.0780, loss: 3.0780, grad_norm: 1.2965 2020-07-17 13:14:15,615 - mmaction - INFO - Epoch [41][760/1253] lr: 2.823e-01, eta: 3 days, 20:55:13, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3250, top5_acc: 0.5701, loss_cls: 3.1272, loss: 3.1272, grad_norm: 1.3086 2020-07-17 13:14:37,310 - mmaction - INFO - Epoch [41][780/1253] lr: 2.823e-01, eta: 3 days, 20:54:31, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3234, top5_acc: 0.5773, loss_cls: 3.1171, loss: 3.1171, grad_norm: 1.3245 2020-07-17 13:14:59,391 - mmaction - INFO - Epoch [41][800/1253] lr: 2.823e-01, eta: 3 days, 20:53:52, time: 1.103, data_time: 0.004, memory: 9061, top1_acc: 0.3201, top5_acc: 0.5734, loss_cls: 3.1200, loss: 3.1200, grad_norm: 1.3238 2020-07-17 13:15:21,060 - mmaction - INFO - Epoch [41][820/1253] lr: 2.823e-01, eta: 3 days, 20:53:11, time: 1.085, data_time: 0.005, memory: 9061, top1_acc: 0.3052, top5_acc: 0.5547, loss_cls: 3.2200, loss: 3.2200, grad_norm: 1.2995 2020-07-17 13:15:42,981 - mmaction - INFO - Epoch [41][840/1253] lr: 2.823e-01, eta: 3 days, 20:52:31, time: 1.097, data_time: 0.003, memory: 9061, top1_acc: 0.3125, top5_acc: 0.5667, loss_cls: 3.1425, loss: 3.1425, grad_norm: 1.2995 2020-07-17 13:16:04,817 - mmaction - INFO - Epoch [41][860/1253] lr: 2.823e-01, eta: 3 days, 20:51:51, time: 1.091, data_time: 0.002, memory: 9061, top1_acc: 0.3094, top5_acc: 0.5599, loss_cls: 3.2003, loss: 3.2003, grad_norm: 1.3332 2020-07-17 13:16:26,554 - mmaction - INFO - Epoch [41][880/1253] lr: 2.823e-01, eta: 3 days, 20:51:10, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3141, top5_acc: 0.5656, loss_cls: 3.1440, loss: 3.1440, grad_norm: 1.3102 2020-07-17 13:16:48,404 - mmaction - INFO - Epoch [41][900/1253] lr: 2.823e-01, eta: 3 days, 20:50:30, time: 1.095, data_time: 0.004, memory: 9061, top1_acc: 0.3206, top5_acc: 0.5771, loss_cls: 3.1118, loss: 3.1118, grad_norm: 1.3034 2020-07-17 13:17:10,196 - mmaction - INFO - Epoch [41][920/1253] lr: 2.823e-01, eta: 3 days, 20:49:49, time: 1.088, data_time: 0.001, memory: 9061, top1_acc: 0.3341, top5_acc: 0.5828, loss_cls: 3.0828, loss: 3.0828, grad_norm: 1.2831 2020-07-17 13:17:32,066 - mmaction - INFO - Epoch [41][940/1253] lr: 2.823e-01, eta: 3 days, 20:49:09, time: 1.093, data_time: 0.003, memory: 9061, top1_acc: 0.3128, top5_acc: 0.5604, loss_cls: 3.1594, loss: 3.1594, grad_norm: 1.3172 2020-07-17 13:17:53,791 - mmaction - INFO - Epoch [41][960/1253] lr: 2.823e-01, eta: 3 days, 20:48:28, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3297, top5_acc: 0.5826, loss_cls: 3.1096, loss: 3.1096, grad_norm: 1.3105 2020-07-17 13:18:15,557 - mmaction - INFO - Epoch [41][980/1253] lr: 2.823e-01, eta: 3 days, 20:47:47, time: 1.086, data_time: 0.002, memory: 9061, top1_acc: 0.3159, top5_acc: 0.5651, loss_cls: 3.1631, loss: 3.1631, grad_norm: 1.2946 2020-07-17 13:18:37,189 - mmaction - INFO - Epoch [41][1000/1253] lr: 2.823e-01, eta: 3 days, 20:47:06, time: 1.084, data_time: 0.004, memory: 9061, top1_acc: 0.3104, top5_acc: 0.5630, loss_cls: 3.1701, loss: 3.1701, grad_norm: 1.3395 2020-07-17 13:18:58,980 - mmaction - INFO - Epoch [41][1020/1253] lr: 2.823e-01, eta: 3 days, 20:46:25, time: 1.089, data_time: 0.002, memory: 9061, top1_acc: 0.3266, top5_acc: 0.5734, loss_cls: 3.1324, loss: 3.1324, grad_norm: 1.3315 2020-07-17 13:19:20,856 - mmaction - INFO - Epoch [41][1040/1253] lr: 2.823e-01, eta: 3 days, 20:45:45, time: 1.095, data_time: 0.002, memory: 9061, top1_acc: 0.3253, top5_acc: 0.5797, loss_cls: 3.0745, loss: 3.0745, grad_norm: 1.2828 2020-07-17 13:19:42,635 - mmaction - INFO - Epoch [41][1060/1253] lr: 2.823e-01, eta: 3 days, 20:45:05, time: 1.089, data_time: 0.001, memory: 9061, top1_acc: 0.3102, top5_acc: 0.5661, loss_cls: 3.1688, loss: 3.1688, grad_norm: 1.3097 2020-07-17 13:20:04,545 - mmaction - INFO - Epoch [41][1080/1253] lr: 2.823e-01, eta: 3 days, 20:44:24, time: 1.086, data_time: 0.013, memory: 9061, top1_acc: 0.3292, top5_acc: 0.5693, loss_cls: 3.1116, loss: 3.1116, grad_norm: 1.2931 2020-07-17 13:20:26,348 - mmaction - INFO - Epoch [41][1100/1253] lr: 2.823e-01, eta: 3 days, 20:43:44, time: 1.099, data_time: 0.018, memory: 9061, top1_acc: 0.3193, top5_acc: 0.5724, loss_cls: 3.1497, loss: 3.1497, grad_norm: 1.2924 2020-07-17 13:20:48,073 - mmaction - INFO - Epoch [41][1120/1253] lr: 2.823e-01, eta: 3 days, 20:43:04, time: 1.085, data_time: 0.002, memory: 9061, top1_acc: 0.3099, top5_acc: 0.5529, loss_cls: 3.1931, loss: 3.1931, grad_norm: 1.3110 2020-07-17 13:21:09,875 - mmaction - INFO - Epoch [41][1140/1253] lr: 2.823e-01, eta: 3 days, 20:42:23, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.3250, top5_acc: 0.5690, loss_cls: 3.1710, loss: 3.1710, grad_norm: 1.3462 2020-07-17 13:21:31,669 - mmaction - INFO - Epoch [41][1160/1253] lr: 2.823e-01, eta: 3 days, 20:41:43, time: 1.089, data_time: 0.002, memory: 9061, top1_acc: 0.3099, top5_acc: 0.5688, loss_cls: 3.1490, loss: 3.1490, grad_norm: 1.3221 2020-07-17 13:21:53,738 - mmaction - INFO - Epoch [41][1180/1253] lr: 2.823e-01, eta: 3 days, 20:41:04, time: 1.105, data_time: 0.003, memory: 9061, top1_acc: 0.3151, top5_acc: 0.5688, loss_cls: 3.1504, loss: 3.1504, grad_norm: 1.3077 2020-07-17 13:22:15,715 - mmaction - INFO - Epoch [41][1200/1253] lr: 2.823e-01, eta: 3 days, 20:40:25, time: 1.098, data_time: 0.002, memory: 9061, top1_acc: 0.3169, top5_acc: 0.5792, loss_cls: 3.1317, loss: 3.1317, grad_norm: 1.3178 2020-07-17 13:22:37,585 - mmaction - INFO - Epoch [41][1220/1253] lr: 2.823e-01, eta: 3 days, 20:39:45, time: 1.093, data_time: 0.003, memory: 9061, top1_acc: 0.3156, top5_acc: 0.5742, loss_cls: 3.0984, loss: 3.0984, grad_norm: 1.3225 2020-07-17 13:22:59,631 - mmaction - INFO - Epoch [41][1240/1253] lr: 2.823e-01, eta: 3 days, 20:39:05, time: 1.101, data_time: 0.003, memory: 9061, top1_acc: 0.3167, top5_acc: 0.5690, loss_cls: 3.1511, loss: 3.1511, grad_norm: 1.3130 2020-07-17 13:26:55,288 - mmaction - INFO - Epoch [42][20/1253] lr: 2.814e-01, eta: 3 days, 20:53:13, time: 10.519, data_time: 9.297, memory: 9061, top1_acc: 0.3174, top5_acc: 0.5740, loss_cls: 3.1375, loss: 3.1375, grad_norm: 1.3133 2020-07-17 13:27:17,131 - mmaction - INFO - Epoch [42][40/1253] lr: 2.814e-01, eta: 3 days, 20:52:33, time: 1.092, data_time: 0.002, memory: 9061, top1_acc: 0.3229, top5_acc: 0.5763, loss_cls: 3.0782, loss: 3.0782, grad_norm: 1.3255 2020-07-17 13:27:38,919 - mmaction - INFO - Epoch [42][60/1253] lr: 2.814e-01, eta: 3 days, 20:51:52, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3255, top5_acc: 0.5818, loss_cls: 3.1005, loss: 3.1005, grad_norm: 1.2963 2020-07-17 13:28:00,672 - mmaction - INFO - Epoch [42][80/1253] lr: 2.814e-01, eta: 3 days, 20:51:11, time: 1.088, data_time: 0.004, memory: 9061, top1_acc: 0.3284, top5_acc: 0.5875, loss_cls: 3.0584, loss: 3.0584, grad_norm: 1.3091 2020-07-17 13:28:22,420 - mmaction - INFO - Epoch [42][100/1253] lr: 2.814e-01, eta: 3 days, 20:50:30, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3237, top5_acc: 0.5646, loss_cls: 3.1517, loss: 3.1517, grad_norm: 1.3244 2020-07-17 13:28:44,395 - mmaction - INFO - Epoch [42][120/1253] lr: 2.814e-01, eta: 3 days, 20:49:50, time: 1.099, data_time: 0.002, memory: 9061, top1_acc: 0.3245, top5_acc: 0.5727, loss_cls: 3.1134, loss: 3.1134, grad_norm: 1.3318 2020-07-17 13:29:06,108 - mmaction - INFO - Epoch [42][140/1253] lr: 2.814e-01, eta: 3 days, 20:49:09, time: 1.084, data_time: 0.002, memory: 9061, top1_acc: 0.3250, top5_acc: 0.5760, loss_cls: 3.1222, loss: 3.1222, grad_norm: 1.3129 2020-07-17 13:29:28,108 - mmaction - INFO - Epoch [42][160/1253] lr: 2.814e-01, eta: 3 days, 20:48:30, time: 1.100, data_time: 0.003, memory: 9061, top1_acc: 0.3057, top5_acc: 0.5576, loss_cls: 3.1896, loss: 3.1896, grad_norm: 1.3096 2020-07-17 13:29:50,066 - mmaction - INFO - Epoch [42][180/1253] lr: 2.814e-01, eta: 3 days, 20:47:50, time: 1.098, data_time: 0.003, memory: 9061, top1_acc: 0.3276, top5_acc: 0.5875, loss_cls: 3.0813, loss: 3.0813, grad_norm: 1.3114 2020-07-17 13:30:12,748 - mmaction - INFO - Epoch [42][200/1253] lr: 2.814e-01, eta: 3 days, 20:47:14, time: 1.134, data_time: 0.003, memory: 9061, top1_acc: 0.3323, top5_acc: 0.5781, loss_cls: 3.0956, loss: 3.0956, grad_norm: 1.3075 2020-07-17 13:30:34,523 - mmaction - INFO - Epoch [42][220/1253] lr: 2.814e-01, eta: 3 days, 20:46:33, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3187, top5_acc: 0.5581, loss_cls: 3.1926, loss: 3.1926, grad_norm: 1.3068 2020-07-17 13:30:56,223 - mmaction - INFO - Epoch [42][240/1253] lr: 2.814e-01, eta: 3 days, 20:45:52, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3289, top5_acc: 0.5792, loss_cls: 3.0912, loss: 3.0912, grad_norm: 1.3124 2020-07-17 13:31:18,114 - mmaction - INFO - Epoch [42][260/1253] lr: 2.814e-01, eta: 3 days, 20:45:12, time: 1.096, data_time: 0.003, memory: 9061, top1_acc: 0.3161, top5_acc: 0.5672, loss_cls: 3.1639, loss: 3.1639, grad_norm: 1.3373 2020-07-17 13:31:40,010 - mmaction - INFO - Epoch [42][280/1253] lr: 2.814e-01, eta: 3 days, 20:44:32, time: 1.094, data_time: 0.001, memory: 9061, top1_acc: 0.3250, top5_acc: 0.5714, loss_cls: 3.1026, loss: 3.1026, grad_norm: 1.3013 2020-07-17 13:32:01,886 - mmaction - INFO - Epoch [42][300/1253] lr: 2.814e-01, eta: 3 days, 20:43:52, time: 1.094, data_time: 0.002, memory: 9061, top1_acc: 0.3143, top5_acc: 0.5633, loss_cls: 3.1327, loss: 3.1327, grad_norm: 1.3240 2020-07-17 13:32:23,611 - mmaction - INFO - Epoch [42][320/1253] lr: 2.814e-01, eta: 3 days, 20:43:11, time: 1.086, data_time: 0.001, memory: 9061, top1_acc: 0.3133, top5_acc: 0.5685, loss_cls: 3.1302, loss: 3.1302, grad_norm: 1.3284 2020-07-17 13:32:45,490 - mmaction - INFO - Epoch [42][340/1253] lr: 2.814e-01, eta: 3 days, 20:42:31, time: 1.094, data_time: 0.002, memory: 9061, top1_acc: 0.3141, top5_acc: 0.5747, loss_cls: 3.1337, loss: 3.1337, grad_norm: 1.2996 2020-07-17 13:33:07,216 - mmaction - INFO - Epoch [42][360/1253] lr: 2.814e-01, eta: 3 days, 20:41:50, time: 1.085, data_time: 0.002, memory: 9061, top1_acc: 0.3044, top5_acc: 0.5664, loss_cls: 3.1531, loss: 3.1531, grad_norm: 1.3310 2020-07-17 13:33:29,049 - mmaction - INFO - Epoch [42][380/1253] lr: 2.814e-01, eta: 3 days, 20:41:10, time: 1.093, data_time: 0.003, memory: 9061, top1_acc: 0.3247, top5_acc: 0.5797, loss_cls: 3.1111, loss: 3.1111, grad_norm: 1.3033 2020-07-17 13:33:50,792 - mmaction - INFO - Epoch [42][400/1253] lr: 2.814e-01, eta: 3 days, 20:40:29, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3214, top5_acc: 0.5669, loss_cls: 3.1539, loss: 3.1539, grad_norm: 1.3019 2020-07-17 13:34:12,560 - mmaction - INFO - Epoch [42][420/1253] lr: 2.814e-01, eta: 3 days, 20:39:49, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3164, top5_acc: 0.5622, loss_cls: 3.1459, loss: 3.1459, grad_norm: 1.3202 2020-07-17 13:34:34,324 - mmaction - INFO - Epoch [42][440/1253] lr: 2.814e-01, eta: 3 days, 20:39:08, time: 1.091, data_time: 0.004, memory: 9061, top1_acc: 0.3247, top5_acc: 0.5799, loss_cls: 3.1056, loss: 3.1056, grad_norm: 1.2827 2020-07-17 13:34:56,085 - mmaction - INFO - Epoch [42][460/1253] lr: 2.814e-01, eta: 3 days, 20:38:28, time: 1.088, data_time: 0.001, memory: 9061, top1_acc: 0.3294, top5_acc: 0.5901, loss_cls: 3.0382, loss: 3.0382, grad_norm: 1.3311 2020-07-17 13:35:17,976 - mmaction - INFO - Epoch [42][480/1253] lr: 2.814e-01, eta: 3 days, 20:37:48, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.3167, top5_acc: 0.5625, loss_cls: 3.1768, loss: 3.1768, grad_norm: 1.3272 2020-07-17 13:35:39,770 - mmaction - INFO - Epoch [42][500/1253] lr: 2.814e-01, eta: 3 days, 20:37:07, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.3172, top5_acc: 0.5734, loss_cls: 3.1265, loss: 3.1265, grad_norm: 1.2999 2020-07-17 13:36:01,580 - mmaction - INFO - Epoch [42][520/1253] lr: 2.814e-01, eta: 3 days, 20:36:27, time: 1.091, data_time: 0.002, memory: 9061, top1_acc: 0.3258, top5_acc: 0.5688, loss_cls: 3.1302, loss: 3.1302, grad_norm: 1.3288 2020-07-17 13:36:23,290 - mmaction - INFO - Epoch [42][540/1253] lr: 2.814e-01, eta: 3 days, 20:35:46, time: 1.084, data_time: 0.002, memory: 9061, top1_acc: 0.3154, top5_acc: 0.5747, loss_cls: 3.1257, loss: 3.1257, grad_norm: 1.3091 2020-07-17 13:36:49,464 - mmaction - INFO - Epoch [42][560/1253] lr: 2.814e-01, eta: 3 days, 20:35:28, time: 1.309, data_time: 0.004, memory: 9061, top1_acc: 0.3107, top5_acc: 0.5531, loss_cls: 3.2271, loss: 3.2271, grad_norm: 1.2978 2020-07-17 13:37:11,161 - mmaction - INFO - Epoch [42][580/1253] lr: 2.814e-01, eta: 3 days, 20:34:48, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3318, top5_acc: 0.5753, loss_cls: 3.1524, loss: 3.1524, grad_norm: 1.3129 2020-07-17 13:37:32,934 - mmaction - INFO - Epoch [42][600/1253] lr: 2.814e-01, eta: 3 days, 20:34:07, time: 1.090, data_time: 0.004, memory: 9061, top1_acc: 0.3156, top5_acc: 0.5768, loss_cls: 3.1429, loss: 3.1429, grad_norm: 1.3160 2020-07-17 13:37:54,761 - mmaction - INFO - Epoch [42][620/1253] lr: 2.814e-01, eta: 3 days, 20:33:27, time: 1.091, data_time: 0.002, memory: 9061, top1_acc: 0.3224, top5_acc: 0.5797, loss_cls: 3.1203, loss: 3.1203, grad_norm: 1.3294 2020-07-17 13:38:16,391 - mmaction - INFO - Epoch [42][640/1253] lr: 2.814e-01, eta: 3 days, 20:32:46, time: 1.082, data_time: 0.002, memory: 9061, top1_acc: 0.3135, top5_acc: 0.5560, loss_cls: 3.2030, loss: 3.2030, grad_norm: 1.3138 2020-07-17 13:38:38,212 - mmaction - INFO - Epoch [42][660/1253] lr: 2.814e-01, eta: 3 days, 20:32:06, time: 1.090, data_time: 0.001, memory: 9061, top1_acc: 0.3234, top5_acc: 0.5766, loss_cls: 3.0966, loss: 3.0966, grad_norm: 1.2955 2020-07-17 13:38:59,986 - mmaction - INFO - Epoch [42][680/1253] lr: 2.814e-01, eta: 3 days, 20:31:25, time: 1.088, data_time: 0.002, memory: 9061, top1_acc: 0.3107, top5_acc: 0.5690, loss_cls: 3.1639, loss: 3.1639, grad_norm: 1.3378 2020-07-17 13:39:21,833 - mmaction - INFO - Epoch [42][700/1253] lr: 2.814e-01, eta: 3 days, 20:30:45, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.3260, top5_acc: 0.5740, loss_cls: 3.1425, loss: 3.1425, grad_norm: 1.3091 2020-07-17 13:39:43,687 - mmaction - INFO - Epoch [42][720/1253] lr: 2.814e-01, eta: 3 days, 20:30:06, time: 1.095, data_time: 0.004, memory: 9061, top1_acc: 0.3096, top5_acc: 0.5669, loss_cls: 3.1892, loss: 3.1892, grad_norm: 1.3314 2020-07-17 13:40:05,519 - mmaction - INFO - Epoch [42][740/1253] lr: 2.814e-01, eta: 3 days, 20:29:25, time: 1.091, data_time: 0.002, memory: 9061, top1_acc: 0.3203, top5_acc: 0.5682, loss_cls: 3.1670, loss: 3.1670, grad_norm: 1.3044 2020-07-17 13:40:27,440 - mmaction - INFO - Epoch [42][760/1253] lr: 2.814e-01, eta: 3 days, 20:28:46, time: 1.096, data_time: 0.002, memory: 9061, top1_acc: 0.3250, top5_acc: 0.5823, loss_cls: 3.1200, loss: 3.1200, grad_norm: 1.3012 2020-07-17 13:40:49,353 - mmaction - INFO - Epoch [42][780/1253] lr: 2.814e-01, eta: 3 days, 20:28:06, time: 1.096, data_time: 0.015, memory: 9061, top1_acc: 0.3190, top5_acc: 0.5820, loss_cls: 3.1024, loss: 3.1024, grad_norm: 1.3358 2020-07-17 13:41:11,158 - mmaction - INFO - Epoch [42][800/1253] lr: 2.814e-01, eta: 3 days, 20:27:26, time: 1.089, data_time: 0.002, memory: 9061, top1_acc: 0.3190, top5_acc: 0.5654, loss_cls: 3.1412, loss: 3.1412, grad_norm: 1.3115 2020-07-17 13:41:33,058 - mmaction - INFO - Epoch [42][820/1253] lr: 2.814e-01, eta: 3 days, 20:26:47, time: 1.097, data_time: 0.004, memory: 9061, top1_acc: 0.3253, top5_acc: 0.5711, loss_cls: 3.1202, loss: 3.1202, grad_norm: 1.2994 2020-07-17 13:41:54,933 - mmaction - INFO - Epoch [42][840/1253] lr: 2.814e-01, eta: 3 days, 20:26:07, time: 1.092, data_time: 0.001, memory: 9061, top1_acc: 0.3156, top5_acc: 0.5758, loss_cls: 3.1351, loss: 3.1351, grad_norm: 1.3295 2020-07-17 13:42:16,884 - mmaction - INFO - Epoch [42][860/1253] lr: 2.814e-01, eta: 3 days, 20:25:27, time: 1.098, data_time: 0.003, memory: 9061, top1_acc: 0.3297, top5_acc: 0.5927, loss_cls: 3.0513, loss: 3.0513, grad_norm: 1.3126 2020-07-17 13:42:38,742 - mmaction - INFO - Epoch [42][880/1253] lr: 2.814e-01, eta: 3 days, 20:24:48, time: 1.093, data_time: 0.003, memory: 9061, top1_acc: 0.3177, top5_acc: 0.5742, loss_cls: 3.1305, loss: 3.1305, grad_norm: 1.3264 2020-07-17 13:43:00,627 - mmaction - INFO - Epoch [42][900/1253] lr: 2.814e-01, eta: 3 days, 20:24:08, time: 1.092, data_time: 0.005, memory: 9061, top1_acc: 0.3331, top5_acc: 0.5828, loss_cls: 3.0665, loss: 3.0665, grad_norm: 1.3138 2020-07-17 13:43:22,440 - mmaction - INFO - Epoch [42][920/1253] lr: 2.814e-01, eta: 3 days, 20:23:28, time: 1.091, data_time: 0.004, memory: 9061, top1_acc: 0.3260, top5_acc: 0.5789, loss_cls: 3.1028, loss: 3.1028, grad_norm: 1.3266 2020-07-17 13:43:44,125 - mmaction - INFO - Epoch [42][940/1253] lr: 2.814e-01, eta: 3 days, 20:22:47, time: 1.086, data_time: 0.004, memory: 9061, top1_acc: 0.3237, top5_acc: 0.5674, loss_cls: 3.1256, loss: 3.1256, grad_norm: 1.3374 2020-07-17 13:44:05,785 - mmaction - INFO - Epoch [42][960/1253] lr: 2.814e-01, eta: 3 days, 20:22:07, time: 1.082, data_time: 0.001, memory: 9061, top1_acc: 0.3240, top5_acc: 0.5786, loss_cls: 3.1297, loss: 3.1297, grad_norm: 1.3213 2020-07-17 13:44:27,496 - mmaction - INFO - Epoch [42][980/1253] lr: 2.814e-01, eta: 3 days, 20:21:26, time: 1.084, data_time: 0.002, memory: 9061, top1_acc: 0.3076, top5_acc: 0.5589, loss_cls: 3.1905, loss: 3.1905, grad_norm: 1.3370 2020-07-17 13:44:49,301 - mmaction - INFO - Epoch [42][1000/1253] lr: 2.814e-01, eta: 3 days, 20:20:46, time: 1.092, data_time: 0.004, memory: 9061, top1_acc: 0.3130, top5_acc: 0.5732, loss_cls: 3.1554, loss: 3.1554, grad_norm: 1.3271 2020-07-17 13:45:11,099 - mmaction - INFO - Epoch [42][1020/1253] lr: 2.814e-01, eta: 3 days, 20:20:06, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.3076, top5_acc: 0.5581, loss_cls: 3.2062, loss: 3.2062, grad_norm: 1.3186 2020-07-17 13:45:32,806 - mmaction - INFO - Epoch [42][1040/1253] lr: 2.814e-01, eta: 3 days, 20:19:26, time: 1.085, data_time: 0.002, memory: 9061, top1_acc: 0.3245, top5_acc: 0.5737, loss_cls: 3.1040, loss: 3.1040, grad_norm: 1.3231 2020-07-17 13:45:54,589 - mmaction - INFO - Epoch [42][1060/1253] lr: 2.814e-01, eta: 3 days, 20:18:45, time: 1.088, data_time: 0.002, memory: 9061, top1_acc: 0.3180, top5_acc: 0.5544, loss_cls: 3.2096, loss: 3.2096, grad_norm: 1.3136 2020-07-17 13:46:16,268 - mmaction - INFO - Epoch [42][1080/1253] lr: 2.814e-01, eta: 3 days, 20:18:05, time: 1.084, data_time: 0.004, memory: 9061, top1_acc: 0.3135, top5_acc: 0.5581, loss_cls: 3.1925, loss: 3.1925, grad_norm: 1.2894 2020-07-17 13:46:38,073 - mmaction - INFO - Epoch [42][1100/1253] lr: 2.814e-01, eta: 3 days, 20:17:25, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.3242, top5_acc: 0.5904, loss_cls: 3.0720, loss: 3.0720, grad_norm: 1.3155 2020-07-17 13:46:59,989 - mmaction - INFO - Epoch [42][1120/1253] lr: 2.814e-01, eta: 3 days, 20:16:46, time: 1.096, data_time: 0.006, memory: 9061, top1_acc: 0.3164, top5_acc: 0.5742, loss_cls: 3.1275, loss: 3.1275, grad_norm: 1.3081 2020-07-17 13:47:21,805 - mmaction - INFO - Epoch [42][1140/1253] lr: 2.814e-01, eta: 3 days, 20:16:06, time: 1.092, data_time: 0.008, memory: 9061, top1_acc: 0.3206, top5_acc: 0.5729, loss_cls: 3.1209, loss: 3.1209, grad_norm: 1.3381 2020-07-17 13:47:43,462 - mmaction - INFO - Epoch [42][1160/1253] lr: 2.814e-01, eta: 3 days, 20:15:25, time: 1.082, data_time: 0.002, memory: 9061, top1_acc: 0.3091, top5_acc: 0.5633, loss_cls: 3.1731, loss: 3.1731, grad_norm: 1.3658 2020-07-17 13:48:05,378 - mmaction - INFO - Epoch [42][1180/1253] lr: 2.814e-01, eta: 3 days, 20:14:46, time: 1.097, data_time: 0.004, memory: 9061, top1_acc: 0.3159, top5_acc: 0.5688, loss_cls: 3.1390, loss: 3.1390, grad_norm: 1.2833 2020-07-17 13:48:27,252 - mmaction - INFO - Epoch [42][1200/1253] lr: 2.814e-01, eta: 3 days, 20:14:07, time: 1.093, data_time: 0.001, memory: 9061, top1_acc: 0.3148, top5_acc: 0.5760, loss_cls: 3.1419, loss: 3.1419, grad_norm: 1.2917 2020-07-17 13:48:48,968 - mmaction - INFO - Epoch [42][1220/1253] lr: 2.814e-01, eta: 3 days, 20:13:26, time: 1.085, data_time: 0.002, memory: 9061, top1_acc: 0.3224, top5_acc: 0.5747, loss_cls: 3.0961, loss: 3.0961, grad_norm: 1.3221 2020-07-17 13:49:10,757 - mmaction - INFO - Epoch [42][1240/1253] lr: 2.814e-01, eta: 3 days, 20:12:46, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.3177, top5_acc: 0.5732, loss_cls: 3.1089, loss: 3.1089, grad_norm: 1.3346 2020-07-17 13:53:02,385 - mmaction - INFO - Epoch [43][20/1253] lr: 2.805e-01, eta: 3 days, 20:26:22, time: 10.450, data_time: 9.122, memory: 9061, top1_acc: 0.3266, top5_acc: 0.5883, loss_cls: 3.0858, loss: 3.0858, grad_norm: 1.3561 2020-07-17 13:53:24,176 - mmaction - INFO - Epoch [43][40/1253] lr: 2.805e-01, eta: 3 days, 20:25:41, time: 1.087, data_time: 0.002, memory: 9061, top1_acc: 0.3180, top5_acc: 0.5622, loss_cls: 3.1463, loss: 3.1463, grad_norm: 1.2729 2020-07-17 13:53:46,060 - mmaction - INFO - Epoch [43][60/1253] lr: 2.805e-01, eta: 3 days, 20:25:02, time: 1.095, data_time: 0.005, memory: 9061, top1_acc: 0.3294, top5_acc: 0.5891, loss_cls: 3.0915, loss: 3.0915, grad_norm: 1.3072 2020-07-17 13:54:07,834 - mmaction - INFO - Epoch [43][80/1253] lr: 2.805e-01, eta: 3 days, 20:24:21, time: 1.090, data_time: 0.004, memory: 9061, top1_acc: 0.3234, top5_acc: 0.5760, loss_cls: 3.1199, loss: 3.1199, grad_norm: 1.3266 2020-07-17 13:54:29,627 - mmaction - INFO - Epoch [43][100/1253] lr: 2.805e-01, eta: 3 days, 20:23:41, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.3159, top5_acc: 0.5755, loss_cls: 3.1201, loss: 3.1201, grad_norm: 1.3046 2020-07-17 13:54:51,244 - mmaction - INFO - Epoch [43][120/1253] lr: 2.805e-01, eta: 3 days, 20:23:00, time: 1.081, data_time: 0.003, memory: 9061, top1_acc: 0.3341, top5_acc: 0.5893, loss_cls: 3.0347, loss: 3.0347, grad_norm: 1.2460 2020-07-17 13:55:13,143 - mmaction - INFO - Epoch [43][140/1253] lr: 2.805e-01, eta: 3 days, 20:22:21, time: 1.096, data_time: 0.003, memory: 9061, top1_acc: 0.3273, top5_acc: 0.5883, loss_cls: 3.0797, loss: 3.0797, grad_norm: 1.3185 2020-07-17 13:55:34,964 - mmaction - INFO - Epoch [43][160/1253] lr: 2.805e-01, eta: 3 days, 20:21:40, time: 1.090, data_time: 0.002, memory: 9061, top1_acc: 0.3219, top5_acc: 0.5693, loss_cls: 3.1526, loss: 3.1526, grad_norm: 1.3306 2020-07-17 13:55:56,686 - mmaction - INFO - Epoch [43][180/1253] lr: 2.805e-01, eta: 3 days, 20:21:00, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3268, top5_acc: 0.5740, loss_cls: 3.1099, loss: 3.1099, grad_norm: 1.3136 2020-07-17 13:56:18,514 - mmaction - INFO - Epoch [43][200/1253] lr: 2.805e-01, eta: 3 days, 20:20:20, time: 1.092, data_time: 0.004, memory: 9061, top1_acc: 0.3133, top5_acc: 0.5820, loss_cls: 3.0903, loss: 3.0903, grad_norm: 1.3182 2020-07-17 13:56:40,184 - mmaction - INFO - Epoch [43][220/1253] lr: 2.805e-01, eta: 3 days, 20:19:39, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3284, top5_acc: 0.5721, loss_cls: 3.0992, loss: 3.0992, grad_norm: 1.3278 2020-07-17 13:57:02,046 - mmaction - INFO - Epoch [43][240/1253] lr: 2.805e-01, eta: 3 days, 20:18:59, time: 1.093, data_time: 0.003, memory: 9061, top1_acc: 0.3341, top5_acc: 0.5831, loss_cls: 3.0640, loss: 3.0640, grad_norm: 1.3414 2020-07-17 13:57:23,844 - mmaction - INFO - Epoch [43][260/1253] lr: 2.805e-01, eta: 3 days, 20:18:19, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.3271, top5_acc: 0.5672, loss_cls: 3.1156, loss: 3.1156, grad_norm: 1.3164 2020-07-17 13:57:45,623 - mmaction - INFO - Epoch [43][280/1253] lr: 2.805e-01, eta: 3 days, 20:17:39, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3159, top5_acc: 0.5641, loss_cls: 3.1564, loss: 3.1564, grad_norm: 1.3126 2020-07-17 13:58:07,408 - mmaction - INFO - Epoch [43][300/1253] lr: 2.805e-01, eta: 3 days, 20:16:59, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3133, top5_acc: 0.5682, loss_cls: 3.1686, loss: 3.1686, grad_norm: 1.3408 2020-07-17 13:58:29,360 - mmaction - INFO - Epoch [43][320/1253] lr: 2.805e-01, eta: 3 days, 20:16:20, time: 1.098, data_time: 0.003, memory: 9061, top1_acc: 0.2969, top5_acc: 0.5560, loss_cls: 3.2308, loss: 3.2308, grad_norm: 1.3167 2020-07-17 13:58:51,062 - mmaction - INFO - Epoch [43][340/1253] lr: 2.805e-01, eta: 3 days, 20:15:40, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3214, top5_acc: 0.5740, loss_cls: 3.1040, loss: 3.1040, grad_norm: 1.2976 2020-07-17 13:59:12,888 - mmaction - INFO - Epoch [43][360/1253] lr: 2.805e-01, eta: 3 days, 20:14:59, time: 1.088, data_time: 0.002, memory: 9061, top1_acc: 0.3195, top5_acc: 0.5745, loss_cls: 3.1326, loss: 3.1326, grad_norm: 1.3326 2020-07-17 13:59:34,878 - mmaction - INFO - Epoch [43][380/1253] lr: 2.805e-01, eta: 3 days, 20:14:21, time: 1.102, data_time: 0.013, memory: 9061, top1_acc: 0.3247, top5_acc: 0.5768, loss_cls: 3.0849, loss: 3.0849, grad_norm: 1.2908 2020-07-17 13:59:56,581 - mmaction - INFO - Epoch [43][400/1253] lr: 2.805e-01, eta: 3 days, 20:13:40, time: 1.085, data_time: 0.002, memory: 9061, top1_acc: 0.3190, top5_acc: 0.5703, loss_cls: 3.1547, loss: 3.1547, grad_norm: 1.3081 2020-07-17 14:00:32,564 - mmaction - INFO - Epoch [43][420/1253] lr: 2.805e-01, eta: 3 days, 20:14:09, time: 1.767, data_time: 0.002, memory: 9061, top1_acc: 0.3143, top5_acc: 0.5719, loss_cls: 3.1533, loss: 3.1533, grad_norm: 1.2864 2020-07-17 14:00:55,600 - mmaction - INFO - Epoch [43][440/1253] lr: 2.805e-01, eta: 3 days, 20:13:38, time: 1.185, data_time: 0.045, memory: 9061, top1_acc: 0.3216, top5_acc: 0.5740, loss_cls: 3.0921, loss: 3.0921, grad_norm: 1.2843 2020-07-17 14:01:18,018 - mmaction - INFO - Epoch [43][460/1253] lr: 2.805e-01, eta: 3 days, 20:13:01, time: 1.120, data_time: 0.011, memory: 9061, top1_acc: 0.3133, top5_acc: 0.5716, loss_cls: 3.1605, loss: 3.1605, grad_norm: 1.3242 2020-07-17 14:01:39,778 - mmaction - INFO - Epoch [43][480/1253] lr: 2.805e-01, eta: 3 days, 20:12:21, time: 1.087, data_time: 0.002, memory: 9061, top1_acc: 0.3180, top5_acc: 0.5674, loss_cls: 3.1562, loss: 3.1562, grad_norm: 1.3366 2020-07-17 14:02:01,700 - mmaction - INFO - Epoch [43][500/1253] lr: 2.805e-01, eta: 3 days, 20:11:42, time: 1.096, data_time: 0.003, memory: 9061, top1_acc: 0.3143, top5_acc: 0.5669, loss_cls: 3.1790, loss: 3.1790, grad_norm: 1.3259 2020-07-17 14:02:23,640 - mmaction - INFO - Epoch [43][520/1253] lr: 2.805e-01, eta: 3 days, 20:11:03, time: 1.099, data_time: 0.004, memory: 9061, top1_acc: 0.3281, top5_acc: 0.5786, loss_cls: 3.0791, loss: 3.0791, grad_norm: 1.2972 2020-07-17 14:02:45,562 - mmaction - INFO - Epoch [43][540/1253] lr: 2.805e-01, eta: 3 days, 20:10:23, time: 1.094, data_time: 0.002, memory: 9061, top1_acc: 0.3188, top5_acc: 0.5828, loss_cls: 3.1102, loss: 3.1102, grad_norm: 1.3161 2020-07-17 14:03:07,454 - mmaction - INFO - Epoch [43][560/1253] lr: 2.805e-01, eta: 3 days, 20:09:44, time: 1.095, data_time: 0.004, memory: 9061, top1_acc: 0.3169, top5_acc: 0.5690, loss_cls: 3.1151, loss: 3.1151, grad_norm: 1.3200 2020-07-17 14:03:29,340 - mmaction - INFO - Epoch [43][580/1253] lr: 2.805e-01, eta: 3 days, 20:09:04, time: 1.094, data_time: 0.004, memory: 9061, top1_acc: 0.3143, top5_acc: 0.5703, loss_cls: 3.1537, loss: 3.1537, grad_norm: 1.3364 2020-07-17 14:03:51,224 - mmaction - INFO - Epoch [43][600/1253] lr: 2.805e-01, eta: 3 days, 20:08:25, time: 1.095, data_time: 0.004, memory: 9061, top1_acc: 0.3102, top5_acc: 0.5643, loss_cls: 3.1500, loss: 3.1500, grad_norm: 1.3457 2020-07-17 14:04:13,175 - mmaction - INFO - Epoch [43][620/1253] lr: 2.805e-01, eta: 3 days, 20:07:46, time: 1.097, data_time: 0.003, memory: 9061, top1_acc: 0.3083, top5_acc: 0.5534, loss_cls: 3.2127, loss: 3.2127, grad_norm: 1.3193 2020-07-17 14:04:34,940 - mmaction - INFO - Epoch [43][640/1253] lr: 2.805e-01, eta: 3 days, 20:07:06, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3203, top5_acc: 0.5758, loss_cls: 3.1135, loss: 3.1135, grad_norm: 1.3305 2020-07-17 14:04:56,864 - mmaction - INFO - Epoch [43][660/1253] lr: 2.805e-01, eta: 3 days, 20:06:27, time: 1.097, data_time: 0.003, memory: 9061, top1_acc: 0.3206, top5_acc: 0.5591, loss_cls: 3.1898, loss: 3.1898, grad_norm: 1.3534 2020-07-17 14:05:18,630 - mmaction - INFO - Epoch [43][680/1253] lr: 2.805e-01, eta: 3 days, 20:05:47, time: 1.089, data_time: 0.002, memory: 9061, top1_acc: 0.3227, top5_acc: 0.5789, loss_cls: 3.1205, loss: 3.1205, grad_norm: 1.3197 2020-07-17 14:05:40,552 - mmaction - INFO - Epoch [43][700/1253] lr: 2.805e-01, eta: 3 days, 20:05:07, time: 1.094, data_time: 0.001, memory: 9061, top1_acc: 0.3247, top5_acc: 0.5768, loss_cls: 3.0973, loss: 3.0973, grad_norm: 1.3301 2020-07-17 14:06:02,344 - mmaction - INFO - Epoch [43][720/1253] lr: 2.805e-01, eta: 3 days, 20:04:27, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3357, top5_acc: 0.5813, loss_cls: 3.0796, loss: 3.0796, grad_norm: 1.3109 2020-07-17 14:06:24,127 - mmaction - INFO - Epoch [43][740/1253] lr: 2.805e-01, eta: 3 days, 20:03:48, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3102, top5_acc: 0.5638, loss_cls: 3.2121, loss: 3.2121, grad_norm: 1.3328 2020-07-17 14:06:45,914 - mmaction - INFO - Epoch [43][760/1253] lr: 2.805e-01, eta: 3 days, 20:03:08, time: 1.090, data_time: 0.004, memory: 9061, top1_acc: 0.3240, top5_acc: 0.5693, loss_cls: 3.1284, loss: 3.1284, grad_norm: 1.2831 2020-07-17 14:07:07,809 - mmaction - INFO - Epoch [43][780/1253] lr: 2.805e-01, eta: 3 days, 20:02:29, time: 1.095, data_time: 0.003, memory: 9061, top1_acc: 0.3182, top5_acc: 0.5680, loss_cls: 3.1556, loss: 3.1556, grad_norm: 1.2873 2020-07-17 14:07:29,572 - mmaction - INFO - Epoch [43][800/1253] lr: 2.805e-01, eta: 3 days, 20:01:49, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.3318, top5_acc: 0.5852, loss_cls: 3.0685, loss: 3.0685, grad_norm: 1.2991 2020-07-17 14:07:51,764 - mmaction - INFO - Epoch [43][820/1253] lr: 2.805e-01, eta: 3 days, 20:01:11, time: 1.108, data_time: 0.001, memory: 9061, top1_acc: 0.3195, top5_acc: 0.5776, loss_cls: 3.1309, loss: 3.1309, grad_norm: 1.3468 2020-07-17 14:08:14,551 - mmaction - INFO - Epoch [43][840/1253] lr: 2.805e-01, eta: 3 days, 20:00:36, time: 1.138, data_time: 0.002, memory: 9061, top1_acc: 0.3315, top5_acc: 0.5740, loss_cls: 3.1177, loss: 3.1177, grad_norm: 1.3280 2020-07-17 14:08:37,522 - mmaction - INFO - Epoch [43][860/1253] lr: 2.805e-01, eta: 3 days, 20:00:02, time: 1.149, data_time: 0.014, memory: 9061, top1_acc: 0.3039, top5_acc: 0.5602, loss_cls: 3.1860, loss: 3.1860, grad_norm: 1.3030 2020-07-17 14:09:00,411 - mmaction - INFO - Epoch [43][880/1253] lr: 2.805e-01, eta: 3 days, 19:59:28, time: 1.146, data_time: 0.015, memory: 9061, top1_acc: 0.3326, top5_acc: 0.5810, loss_cls: 3.0710, loss: 3.0710, grad_norm: 1.3489 2020-07-17 14:09:22,431 - mmaction - INFO - Epoch [43][900/1253] lr: 2.805e-01, eta: 3 days, 19:58:49, time: 1.099, data_time: 0.016, memory: 9061, top1_acc: 0.3203, top5_acc: 0.5742, loss_cls: 3.1449, loss: 3.1449, grad_norm: 1.3060 2020-07-17 14:09:44,156 - mmaction - INFO - Epoch [43][920/1253] lr: 2.805e-01, eta: 3 days, 19:58:09, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3169, top5_acc: 0.5745, loss_cls: 3.1510, loss: 3.1510, grad_norm: 1.3111 2020-07-17 14:10:05,968 - mmaction - INFO - Epoch [43][940/1253] lr: 2.805e-01, eta: 3 days, 19:57:30, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.3349, top5_acc: 0.5938, loss_cls: 3.0463, loss: 3.0463, grad_norm: 1.3030 2020-07-17 14:10:27,975 - mmaction - INFO - Epoch [43][960/1253] lr: 2.805e-01, eta: 3 days, 19:56:51, time: 1.101, data_time: 0.003, memory: 9061, top1_acc: 0.3036, top5_acc: 0.5604, loss_cls: 3.1975, loss: 3.1975, grad_norm: 1.3348 2020-07-17 14:10:49,873 - mmaction - INFO - Epoch [43][980/1253] lr: 2.805e-01, eta: 3 days, 19:56:12, time: 1.095, data_time: 0.003, memory: 9061, top1_acc: 0.3146, top5_acc: 0.5708, loss_cls: 3.1524, loss: 3.1524, grad_norm: 1.3002 2020-07-17 14:11:11,643 - mmaction - INFO - Epoch [43][1000/1253] lr: 2.805e-01, eta: 3 days, 19:55:32, time: 1.087, data_time: 0.002, memory: 9061, top1_acc: 0.3336, top5_acc: 0.5714, loss_cls: 3.1451, loss: 3.1451, grad_norm: 1.3223 2020-07-17 14:11:36,906 - mmaction - INFO - Epoch [43][1020/1253] lr: 2.805e-01, eta: 3 days, 19:55:10, time: 1.265, data_time: 0.147, memory: 9061, top1_acc: 0.3060, top5_acc: 0.5786, loss_cls: 3.1518, loss: 3.1518, grad_norm: 1.3185 2020-07-17 14:11:58,858 - mmaction - INFO - Epoch [43][1040/1253] lr: 2.805e-01, eta: 3 days, 19:54:31, time: 1.096, data_time: 0.002, memory: 9061, top1_acc: 0.3138, top5_acc: 0.5651, loss_cls: 3.1652, loss: 3.1652, grad_norm: 1.3271 2020-07-17 14:12:20,590 - mmaction - INFO - Epoch [43][1060/1253] lr: 2.805e-01, eta: 3 days, 19:53:51, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3237, top5_acc: 0.5792, loss_cls: 3.1001, loss: 3.1001, grad_norm: 1.2857 2020-07-17 14:12:42,296 - mmaction - INFO - Epoch [43][1080/1253] lr: 2.805e-01, eta: 3 days, 19:53:11, time: 1.084, data_time: 0.002, memory: 9061, top1_acc: 0.3279, top5_acc: 0.5927, loss_cls: 3.0554, loss: 3.0554, grad_norm: 1.3119 2020-07-17 14:13:03,998 - mmaction - INFO - Epoch [43][1100/1253] lr: 2.805e-01, eta: 3 days, 19:52:31, time: 1.085, data_time: 0.002, memory: 9061, top1_acc: 0.3307, top5_acc: 0.5833, loss_cls: 3.0808, loss: 3.0808, grad_norm: 1.3218 2020-07-17 14:13:25,759 - mmaction - INFO - Epoch [43][1120/1253] lr: 2.805e-01, eta: 3 days, 19:51:51, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3221, top5_acc: 0.5643, loss_cls: 3.1372, loss: 3.1372, grad_norm: 1.3207 2020-07-17 14:13:47,566 - mmaction - INFO - Epoch [43][1140/1253] lr: 2.805e-01, eta: 3 days, 19:51:12, time: 1.091, data_time: 0.004, memory: 9061, top1_acc: 0.3063, top5_acc: 0.5505, loss_cls: 3.2006, loss: 3.2006, grad_norm: 1.3220 2020-07-17 14:14:09,293 - mmaction - INFO - Epoch [43][1160/1253] lr: 2.805e-01, eta: 3 days, 19:50:32, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3336, top5_acc: 0.5880, loss_cls: 3.0908, loss: 3.0908, grad_norm: 1.3019 2020-07-17 14:14:31,117 - mmaction - INFO - Epoch [43][1180/1253] lr: 2.805e-01, eta: 3 days, 19:49:53, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.3242, top5_acc: 0.5721, loss_cls: 3.1334, loss: 3.1334, grad_norm: 1.3493 2020-07-17 14:14:52,979 - mmaction - INFO - Epoch [43][1200/1253] lr: 2.805e-01, eta: 3 days, 19:49:13, time: 1.092, data_time: 0.002, memory: 9061, top1_acc: 0.3070, top5_acc: 0.5643, loss_cls: 3.1907, loss: 3.1907, grad_norm: 1.3202 2020-07-17 14:15:14,814 - mmaction - INFO - Epoch [43][1220/1253] lr: 2.805e-01, eta: 3 days, 19:48:34, time: 1.091, data_time: 0.004, memory: 9061, top1_acc: 0.3229, top5_acc: 0.5672, loss_cls: 3.1383, loss: 3.1383, grad_norm: 1.2992 2020-07-17 14:15:36,583 - mmaction - INFO - Epoch [43][1240/1253] lr: 2.805e-01, eta: 3 days, 19:47:55, time: 1.090, data_time: 0.004, memory: 9061, top1_acc: 0.3122, top5_acc: 0.5664, loss_cls: 3.1792, loss: 3.1792, grad_norm: 1.2965 2020-07-17 14:19:48,972 - mmaction - INFO - Epoch [44][20/1253] lr: 2.796e-01, eta: 3 days, 20:02:30, time: 11.298, data_time: 9.739, memory: 9061, top1_acc: 0.3328, top5_acc: 0.5919, loss_cls: 3.0346, loss: 3.0346, grad_norm: 1.3143 2020-07-17 14:20:10,750 - mmaction - INFO - Epoch [44][40/1253] lr: 2.796e-01, eta: 3 days, 20:01:50, time: 1.086, data_time: 0.008, memory: 9061, top1_acc: 0.3107, top5_acc: 0.5620, loss_cls: 3.1570, loss: 3.1570, grad_norm: 1.3483 2020-07-17 14:20:32,611 - mmaction - INFO - Epoch [44][60/1253] lr: 2.796e-01, eta: 3 days, 20:01:11, time: 1.096, data_time: 0.006, memory: 9061, top1_acc: 0.3318, top5_acc: 0.5888, loss_cls: 3.0533, loss: 3.0533, grad_norm: 1.3188 2020-07-17 14:20:54,276 - mmaction - INFO - Epoch [44][80/1253] lr: 2.796e-01, eta: 3 days, 20:00:30, time: 1.082, data_time: 0.001, memory: 9061, top1_acc: 0.3203, top5_acc: 0.5648, loss_cls: 3.1435, loss: 3.1435, grad_norm: 1.3249 2020-07-17 14:21:16,047 - mmaction - INFO - Epoch [44][100/1253] lr: 2.796e-01, eta: 3 days, 19:59:50, time: 1.087, data_time: 0.002, memory: 9061, top1_acc: 0.3286, top5_acc: 0.5724, loss_cls: 3.1114, loss: 3.1114, grad_norm: 1.3164 2020-07-17 14:21:37,766 - mmaction - INFO - Epoch [44][120/1253] lr: 2.796e-01, eta: 3 days, 19:59:10, time: 1.086, data_time: 0.008, memory: 9061, top1_acc: 0.3224, top5_acc: 0.5766, loss_cls: 3.1455, loss: 3.1455, grad_norm: 1.3346 2020-07-17 14:21:59,612 - mmaction - INFO - Epoch [44][140/1253] lr: 2.796e-01, eta: 3 days, 19:58:31, time: 1.094, data_time: 0.004, memory: 9061, top1_acc: 0.3193, top5_acc: 0.5755, loss_cls: 3.0906, loss: 3.0906, grad_norm: 1.3160 2020-07-17 14:22:21,425 - mmaction - INFO - Epoch [44][160/1253] lr: 2.796e-01, eta: 3 days, 19:57:51, time: 1.088, data_time: 0.002, memory: 9061, top1_acc: 0.3380, top5_acc: 0.5974, loss_cls: 3.0319, loss: 3.0319, grad_norm: 1.3380 2020-07-17 14:22:43,370 - mmaction - INFO - Epoch [44][180/1253] lr: 2.796e-01, eta: 3 days, 19:57:12, time: 1.099, data_time: 0.004, memory: 9061, top1_acc: 0.3258, top5_acc: 0.5745, loss_cls: 3.0982, loss: 3.0982, grad_norm: 1.3335 2020-07-17 14:23:05,234 - mmaction - INFO - Epoch [44][200/1253] lr: 2.796e-01, eta: 3 days, 19:56:32, time: 1.092, data_time: 0.002, memory: 9061, top1_acc: 0.3255, top5_acc: 0.5836, loss_cls: 3.0832, loss: 3.0832, grad_norm: 1.3195 2020-07-17 14:23:27,082 - mmaction - INFO - Epoch [44][220/1253] lr: 2.796e-01, eta: 3 days, 19:55:53, time: 1.093, data_time: 0.003, memory: 9061, top1_acc: 0.3190, top5_acc: 0.5753, loss_cls: 3.1075, loss: 3.1075, grad_norm: 1.3287 2020-07-17 14:23:48,998 - mmaction - INFO - Epoch [44][240/1253] lr: 2.796e-01, eta: 3 days, 19:55:14, time: 1.095, data_time: 0.003, memory: 9061, top1_acc: 0.3273, top5_acc: 0.5768, loss_cls: 3.1183, loss: 3.1183, grad_norm: 1.3305 2020-07-17 14:24:10,847 - mmaction - INFO - Epoch [44][260/1253] lr: 2.796e-01, eta: 3 days, 19:54:34, time: 1.093, data_time: 0.004, memory: 9061, top1_acc: 0.3365, top5_acc: 0.5784, loss_cls: 3.0710, loss: 3.0710, grad_norm: 1.3090 2020-07-17 14:24:32,596 - mmaction - INFO - Epoch [44][280/1253] lr: 2.796e-01, eta: 3 days, 19:53:54, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3245, top5_acc: 0.5807, loss_cls: 3.0978, loss: 3.0978, grad_norm: 1.2846 2020-07-17 14:24:54,440 - mmaction - INFO - Epoch [44][300/1253] lr: 2.796e-01, eta: 3 days, 19:53:15, time: 1.092, data_time: 0.004, memory: 9061, top1_acc: 0.3367, top5_acc: 0.5810, loss_cls: 3.0610, loss: 3.0610, grad_norm: 1.3247 2020-07-17 14:25:16,337 - mmaction - INFO - Epoch [44][320/1253] lr: 2.796e-01, eta: 3 days, 19:52:36, time: 1.093, data_time: 0.001, memory: 9061, top1_acc: 0.3203, top5_acc: 0.5708, loss_cls: 3.1411, loss: 3.1411, grad_norm: 1.3377 2020-07-17 14:25:38,157 - mmaction - INFO - Epoch [44][340/1253] lr: 2.796e-01, eta: 3 days, 19:51:56, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.3185, top5_acc: 0.5742, loss_cls: 3.1018, loss: 3.1018, grad_norm: 1.3176 2020-07-17 14:26:00,040 - mmaction - INFO - Epoch [44][360/1253] lr: 2.796e-01, eta: 3 days, 19:51:17, time: 1.094, data_time: 0.003, memory: 9061, top1_acc: 0.3326, top5_acc: 0.5721, loss_cls: 3.0937, loss: 3.0937, grad_norm: 1.3106 2020-07-17 14:26:21,736 - mmaction - INFO - Epoch [44][380/1253] lr: 2.796e-01, eta: 3 days, 19:50:37, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3307, top5_acc: 0.5878, loss_cls: 3.0695, loss: 3.0695, grad_norm: 1.3461 2020-07-17 14:26:43,605 - mmaction - INFO - Epoch [44][400/1253] lr: 2.796e-01, eta: 3 days, 19:49:57, time: 1.093, data_time: 0.003, memory: 9061, top1_acc: 0.3164, top5_acc: 0.5591, loss_cls: 3.1637, loss: 3.1637, grad_norm: 1.3162 2020-07-17 14:27:05,538 - mmaction - INFO - Epoch [44][420/1253] lr: 2.796e-01, eta: 3 days, 19:49:19, time: 1.099, data_time: 0.004, memory: 9061, top1_acc: 0.3354, top5_acc: 0.5807, loss_cls: 3.0792, loss: 3.0792, grad_norm: 1.2996 2020-07-17 14:27:27,314 - mmaction - INFO - Epoch [44][440/1253] lr: 2.796e-01, eta: 3 days, 19:48:39, time: 1.088, data_time: 0.002, memory: 9061, top1_acc: 0.3070, top5_acc: 0.5602, loss_cls: 3.1433, loss: 3.1433, grad_norm: 1.3535 2020-07-17 14:27:49,144 - mmaction - INFO - Epoch [44][460/1253] lr: 2.796e-01, eta: 3 days, 19:47:59, time: 1.090, data_time: 0.004, memory: 9061, top1_acc: 0.3286, top5_acc: 0.5841, loss_cls: 3.0901, loss: 3.0901, grad_norm: 1.3162 2020-07-17 14:28:10,956 - mmaction - INFO - Epoch [44][480/1253] lr: 2.796e-01, eta: 3 days, 19:47:20, time: 1.092, data_time: 0.004, memory: 9061, top1_acc: 0.3219, top5_acc: 0.5763, loss_cls: 3.1043, loss: 3.1043, grad_norm: 1.3208 2020-07-17 14:28:32,766 - mmaction - INFO - Epoch [44][500/1253] lr: 2.796e-01, eta: 3 days, 19:46:41, time: 1.093, data_time: 0.003, memory: 9061, top1_acc: 0.3133, top5_acc: 0.5719, loss_cls: 3.1567, loss: 3.1567, grad_norm: 1.3147 2020-07-17 14:28:54,537 - mmaction - INFO - Epoch [44][520/1253] lr: 2.796e-01, eta: 3 days, 19:46:01, time: 1.086, data_time: 0.001, memory: 9061, top1_acc: 0.3292, top5_acc: 0.5766, loss_cls: 3.0784, loss: 3.0784, grad_norm: 1.3157 2020-07-17 14:29:16,337 - mmaction - INFO - Epoch [44][540/1253] lr: 2.796e-01, eta: 3 days, 19:45:21, time: 1.090, data_time: 0.004, memory: 9061, top1_acc: 0.3227, top5_acc: 0.5674, loss_cls: 3.1284, loss: 3.1284, grad_norm: 1.3391 2020-07-17 14:29:38,169 - mmaction - INFO - Epoch [44][560/1253] lr: 2.796e-01, eta: 3 days, 19:44:42, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.3302, top5_acc: 0.5724, loss_cls: 3.1130, loss: 3.1130, grad_norm: 1.3114 2020-07-17 14:29:59,985 - mmaction - INFO - Epoch [44][580/1253] lr: 2.796e-01, eta: 3 days, 19:44:02, time: 1.090, data_time: 0.004, memory: 9061, top1_acc: 0.3109, top5_acc: 0.5594, loss_cls: 3.1805, loss: 3.1805, grad_norm: 1.2947 2020-07-17 14:30:22,782 - mmaction - INFO - Epoch [44][600/1253] lr: 2.796e-01, eta: 3 days, 19:43:28, time: 1.141, data_time: 0.003, memory: 9061, top1_acc: 0.3065, top5_acc: 0.5576, loss_cls: 3.1920, loss: 3.1920, grad_norm: 1.2865 2020-07-17 14:30:44,429 - mmaction - INFO - Epoch [44][620/1253] lr: 2.796e-01, eta: 3 days, 19:42:48, time: 1.082, data_time: 0.003, memory: 9061, top1_acc: 0.3219, top5_acc: 0.5669, loss_cls: 3.1747, loss: 3.1747, grad_norm: 1.3173 2020-07-17 14:31:06,123 - mmaction - INFO - Epoch [44][640/1253] lr: 2.796e-01, eta: 3 days, 19:42:08, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3206, top5_acc: 0.5661, loss_cls: 3.1245, loss: 3.1245, grad_norm: 1.2991 2020-07-17 14:31:27,959 - mmaction - INFO - Epoch [44][660/1253] lr: 2.796e-01, eta: 3 days, 19:41:29, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.3240, top5_acc: 0.5656, loss_cls: 3.1653, loss: 3.1653, grad_norm: 1.3131 2020-07-17 14:31:49,752 - mmaction - INFO - Epoch [44][680/1253] lr: 2.796e-01, eta: 3 days, 19:40:49, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3260, top5_acc: 0.5807, loss_cls: 3.0820, loss: 3.0820, grad_norm: 1.3065 2020-07-17 14:32:11,540 - mmaction - INFO - Epoch [44][700/1253] lr: 2.796e-01, eta: 3 days, 19:40:10, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.3214, top5_acc: 0.5755, loss_cls: 3.1479, loss: 3.1479, grad_norm: 1.3334 2020-07-17 14:32:33,381 - mmaction - INFO - Epoch [44][720/1253] lr: 2.796e-01, eta: 3 days, 19:39:30, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.3354, top5_acc: 0.5792, loss_cls: 3.0706, loss: 3.0706, grad_norm: 1.3309 2020-07-17 14:32:55,271 - mmaction - INFO - Epoch [44][740/1253] lr: 2.796e-01, eta: 3 days, 19:38:51, time: 1.095, data_time: 0.003, memory: 9061, top1_acc: 0.3104, top5_acc: 0.5651, loss_cls: 3.1778, loss: 3.1778, grad_norm: 1.3359 2020-07-17 14:33:17,042 - mmaction - INFO - Epoch [44][760/1253] lr: 2.796e-01, eta: 3 days, 19:38:12, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3216, top5_acc: 0.5797, loss_cls: 3.1137, loss: 3.1137, grad_norm: 1.3320 2020-07-17 14:33:38,793 - mmaction - INFO - Epoch [44][780/1253] lr: 2.796e-01, eta: 3 days, 19:37:32, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3302, top5_acc: 0.5862, loss_cls: 3.0629, loss: 3.0629, grad_norm: 1.3470 2020-07-17 14:34:00,566 - mmaction - INFO - Epoch [44][800/1253] lr: 2.796e-01, eta: 3 days, 19:36:53, time: 1.087, data_time: 0.002, memory: 9061, top1_acc: 0.3169, top5_acc: 0.5708, loss_cls: 3.1478, loss: 3.1478, grad_norm: 1.3319 2020-07-17 14:34:22,418 - mmaction - INFO - Epoch [44][820/1253] lr: 2.796e-01, eta: 3 days, 19:36:14, time: 1.094, data_time: 0.003, memory: 9061, top1_acc: 0.3315, top5_acc: 0.5815, loss_cls: 3.0825, loss: 3.0825, grad_norm: 1.3045 2020-07-17 14:34:44,296 - mmaction - INFO - Epoch [44][840/1253] lr: 2.796e-01, eta: 3 days, 19:35:35, time: 1.090, data_time: 0.001, memory: 9061, top1_acc: 0.3029, top5_acc: 0.5643, loss_cls: 3.1762, loss: 3.1762, grad_norm: 1.3452 2020-07-17 14:35:06,140 - mmaction - INFO - Epoch [44][860/1253] lr: 2.796e-01, eta: 3 days, 19:34:56, time: 1.094, data_time: 0.005, memory: 9061, top1_acc: 0.3091, top5_acc: 0.5526, loss_cls: 3.1853, loss: 3.1853, grad_norm: 1.3506 2020-07-17 14:35:27,980 - mmaction - INFO - Epoch [44][880/1253] lr: 2.796e-01, eta: 3 days, 19:34:17, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.3089, top5_acc: 0.5659, loss_cls: 3.1701, loss: 3.1701, grad_norm: 1.3050 2020-07-17 14:35:49,743 - mmaction - INFO - Epoch [44][900/1253] lr: 2.796e-01, eta: 3 days, 19:33:37, time: 1.087, data_time: 0.002, memory: 9061, top1_acc: 0.3378, top5_acc: 0.5766, loss_cls: 3.0839, loss: 3.0839, grad_norm: 1.3001 2020-07-17 14:36:11,426 - mmaction - INFO - Epoch [44][920/1253] lr: 2.796e-01, eta: 3 days, 19:32:57, time: 1.084, data_time: 0.004, memory: 9061, top1_acc: 0.3237, top5_acc: 0.5758, loss_cls: 3.1332, loss: 3.1332, grad_norm: 1.3277 2020-07-17 14:36:33,301 - mmaction - INFO - Epoch [44][940/1253] lr: 2.796e-01, eta: 3 days, 19:32:19, time: 1.096, data_time: 0.004, memory: 9061, top1_acc: 0.3237, top5_acc: 0.5784, loss_cls: 3.0914, loss: 3.0914, grad_norm: 1.3254 2020-07-17 14:36:54,992 - mmaction - INFO - Epoch [44][960/1253] lr: 2.796e-01, eta: 3 days, 19:31:39, time: 1.083, data_time: 0.001, memory: 9061, top1_acc: 0.3078, top5_acc: 0.5727, loss_cls: 3.1880, loss: 3.1880, grad_norm: 1.3229 2020-07-17 14:37:16,942 - mmaction - INFO - Epoch [44][980/1253] lr: 2.796e-01, eta: 3 days, 19:31:00, time: 1.098, data_time: 0.003, memory: 9061, top1_acc: 0.3227, top5_acc: 0.5862, loss_cls: 3.1326, loss: 3.1326, grad_norm: 1.3263 2020-07-17 14:37:38,636 - mmaction - INFO - Epoch [44][1000/1253] lr: 2.796e-01, eta: 3 days, 19:30:20, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3195, top5_acc: 0.5823, loss_cls: 3.1011, loss: 3.1011, grad_norm: 1.3283 2020-07-17 14:38:00,454 - mmaction - INFO - Epoch [44][1020/1253] lr: 2.796e-01, eta: 3 days, 19:29:41, time: 1.093, data_time: 0.003, memory: 9061, top1_acc: 0.3172, top5_acc: 0.5664, loss_cls: 3.1635, loss: 3.1635, grad_norm: 1.3518 2020-07-17 14:38:22,216 - mmaction - INFO - Epoch [44][1040/1253] lr: 2.796e-01, eta: 3 days, 19:29:02, time: 1.087, data_time: 0.001, memory: 9061, top1_acc: 0.3130, top5_acc: 0.5695, loss_cls: 3.1506, loss: 3.1506, grad_norm: 1.3270 2020-07-17 14:38:44,056 - mmaction - INFO - Epoch [44][1060/1253] lr: 2.796e-01, eta: 3 days, 19:28:23, time: 1.090, data_time: 0.004, memory: 9061, top1_acc: 0.3260, top5_acc: 0.5813, loss_cls: 3.1072, loss: 3.1072, grad_norm: 1.3269 2020-07-17 14:39:05,827 - mmaction - INFO - Epoch [44][1080/1253] lr: 2.796e-01, eta: 3 days, 19:27:44, time: 1.090, data_time: 0.006, memory: 9061, top1_acc: 0.3096, top5_acc: 0.5641, loss_cls: 3.1702, loss: 3.1702, grad_norm: 1.2943 2020-07-17 14:39:27,618 - mmaction - INFO - Epoch [44][1100/1253] lr: 2.796e-01, eta: 3 days, 19:27:04, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3086, top5_acc: 0.5547, loss_cls: 3.2221, loss: 3.2221, grad_norm: 1.3368 2020-07-17 14:39:49,295 - mmaction - INFO - Epoch [44][1120/1253] lr: 2.796e-01, eta: 3 days, 19:26:25, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3372, top5_acc: 0.5747, loss_cls: 3.0828, loss: 3.0828, grad_norm: 1.3011 2020-07-17 14:40:11,129 - mmaction - INFO - Epoch [44][1140/1253] lr: 2.796e-01, eta: 3 days, 19:25:46, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.3289, top5_acc: 0.5810, loss_cls: 3.0934, loss: 3.0934, grad_norm: 1.3123 2020-07-17 14:40:32,968 - mmaction - INFO - Epoch [44][1160/1253] lr: 2.796e-01, eta: 3 days, 19:25:07, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.3122, top5_acc: 0.5667, loss_cls: 3.1481, loss: 3.1481, grad_norm: 1.3185 2020-07-17 14:40:54,755 - mmaction - INFO - Epoch [44][1180/1253] lr: 2.796e-01, eta: 3 days, 19:24:28, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3313, top5_acc: 0.5781, loss_cls: 3.1114, loss: 3.1114, grad_norm: 1.3195 2020-07-17 14:41:16,539 - mmaction - INFO - Epoch [44][1200/1253] lr: 2.796e-01, eta: 3 days, 19:23:48, time: 1.090, data_time: 0.004, memory: 9061, top1_acc: 0.3331, top5_acc: 0.5797, loss_cls: 3.0869, loss: 3.0869, grad_norm: 1.3148 2020-07-17 14:41:38,371 - mmaction - INFO - Epoch [44][1220/1253] lr: 2.796e-01, eta: 3 days, 19:23:09, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.3185, top5_acc: 0.5703, loss_cls: 3.1146, loss: 3.1146, grad_norm: 1.3524 2020-07-17 14:42:00,286 - mmaction - INFO - Epoch [44][1240/1253] lr: 2.796e-01, eta: 3 days, 19:22:31, time: 1.096, data_time: 0.003, memory: 9061, top1_acc: 0.3151, top5_acc: 0.5609, loss_cls: 3.1836, loss: 3.1836, grad_norm: 1.2867 2020-07-17 14:42:20,549 - mmaction - INFO - Saving checkpoint at 44 epochs 2020-07-17 14:45:23,481 - mmaction - INFO - Epoch [45][20/1253] lr: 2.787e-01, eta: 3 days, 19:32:58, time: 8.981, data_time: 7.546, memory: 9061, top1_acc: 0.3208, top5_acc: 0.5841, loss_cls: 3.0953, loss: 3.0953, grad_norm: 1.2954 2020-07-17 14:45:46,213 - mmaction - INFO - Epoch [45][40/1253] lr: 2.787e-01, eta: 3 days, 19:32:24, time: 1.142, data_time: 0.018, memory: 9061, top1_acc: 0.3167, top5_acc: 0.5732, loss_cls: 3.1705, loss: 3.1705, grad_norm: 1.2851 2020-07-17 14:46:08,901 - mmaction - INFO - Epoch [45][60/1253] lr: 2.787e-01, eta: 3 days, 19:31:49, time: 1.134, data_time: 0.011, memory: 9061, top1_acc: 0.3193, top5_acc: 0.5776, loss_cls: 3.1151, loss: 3.1151, grad_norm: 1.3323 2020-07-17 14:46:30,906 - mmaction - INFO - Epoch [45][80/1253] lr: 2.787e-01, eta: 3 days, 19:31:11, time: 1.100, data_time: 0.009, memory: 9061, top1_acc: 0.3227, top5_acc: 0.5669, loss_cls: 3.1390, loss: 3.1390, grad_norm: 1.3283 2020-07-17 14:46:52,645 - mmaction - INFO - Epoch [45][100/1253] lr: 2.787e-01, eta: 3 days, 19:30:31, time: 1.086, data_time: 0.002, memory: 9061, top1_acc: 0.3195, top5_acc: 0.5724, loss_cls: 3.1220, loss: 3.1220, grad_norm: 1.3267 2020-07-17 14:47:14,338 - mmaction - INFO - Epoch [45][120/1253] lr: 2.787e-01, eta: 3 days, 19:29:51, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3378, top5_acc: 0.5820, loss_cls: 3.0781, loss: 3.0781, grad_norm: 1.3199 2020-07-17 14:47:36,047 - mmaction - INFO - Epoch [45][140/1253] lr: 2.787e-01, eta: 3 days, 19:29:11, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3315, top5_acc: 0.5867, loss_cls: 3.0797, loss: 3.0797, grad_norm: 1.3276 2020-07-17 14:47:57,832 - mmaction - INFO - Epoch [45][160/1253] lr: 2.787e-01, eta: 3 days, 19:28:32, time: 1.089, data_time: 0.011, memory: 9061, top1_acc: 0.3188, top5_acc: 0.5669, loss_cls: 3.1439, loss: 3.1439, grad_norm: 1.3354 2020-07-17 14:48:19,663 - mmaction - INFO - Epoch [45][180/1253] lr: 2.787e-01, eta: 3 days, 19:27:53, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.3255, top5_acc: 0.5747, loss_cls: 3.1462, loss: 3.1462, grad_norm: 1.3024 2020-07-17 14:48:41,412 - mmaction - INFO - Epoch [45][200/1253] lr: 2.787e-01, eta: 3 days, 19:27:14, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3133, top5_acc: 0.5734, loss_cls: 3.1137, loss: 3.1137, grad_norm: 1.3399 2020-07-17 14:49:03,107 - mmaction - INFO - Epoch [45][220/1253] lr: 2.787e-01, eta: 3 days, 19:26:34, time: 1.083, data_time: 0.001, memory: 9061, top1_acc: 0.3148, top5_acc: 0.5721, loss_cls: 3.1487, loss: 3.1487, grad_norm: 1.3345 2020-07-17 14:49:24,825 - mmaction - INFO - Epoch [45][240/1253] lr: 2.787e-01, eta: 3 days, 19:25:54, time: 1.086, data_time: 0.004, memory: 9061, top1_acc: 0.3078, top5_acc: 0.5698, loss_cls: 3.1722, loss: 3.1722, grad_norm: 1.2981 2020-07-17 14:49:46,594 - mmaction - INFO - Epoch [45][260/1253] lr: 2.787e-01, eta: 3 days, 19:25:15, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3182, top5_acc: 0.5664, loss_cls: 3.1323, loss: 3.1323, grad_norm: 1.3049 2020-07-17 14:50:08,559 - mmaction - INFO - Epoch [45][280/1253] lr: 2.787e-01, eta: 3 days, 19:24:37, time: 1.099, data_time: 0.002, memory: 9061, top1_acc: 0.3289, top5_acc: 0.5898, loss_cls: 3.0681, loss: 3.0681, grad_norm: 1.2987 2020-07-17 14:50:30,438 - mmaction - INFO - Epoch [45][300/1253] lr: 2.787e-01, eta: 3 days, 19:23:58, time: 1.095, data_time: 0.002, memory: 9061, top1_acc: 0.3206, top5_acc: 0.5745, loss_cls: 3.0963, loss: 3.0963, grad_norm: 1.3152 2020-07-17 14:50:52,097 - mmaction - INFO - Epoch [45][320/1253] lr: 2.787e-01, eta: 3 days, 19:23:18, time: 1.082, data_time: 0.001, memory: 9061, top1_acc: 0.3174, top5_acc: 0.5727, loss_cls: 3.1305, loss: 3.1305, grad_norm: 1.3856 2020-07-17 14:51:13,761 - mmaction - INFO - Epoch [45][340/1253] lr: 2.787e-01, eta: 3 days, 19:22:38, time: 1.082, data_time: 0.002, memory: 9061, top1_acc: 0.3211, top5_acc: 0.5789, loss_cls: 3.1229, loss: 3.1229, grad_norm: 1.3072 2020-07-17 14:51:35,441 - mmaction - INFO - Epoch [45][360/1253] lr: 2.787e-01, eta: 3 days, 19:21:58, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3411, top5_acc: 0.5935, loss_cls: 3.0301, loss: 3.0301, grad_norm: 1.2978 2020-07-17 14:51:57,156 - mmaction - INFO - Epoch [45][380/1253] lr: 2.787e-01, eta: 3 days, 19:21:19, time: 1.084, data_time: 0.001, memory: 9061, top1_acc: 0.3250, top5_acc: 0.5737, loss_cls: 3.1314, loss: 3.1314, grad_norm: 1.3105 2020-07-17 14:52:19,005 - mmaction - INFO - Epoch [45][400/1253] lr: 2.787e-01, eta: 3 days, 19:20:40, time: 1.093, data_time: 0.003, memory: 9061, top1_acc: 0.3281, top5_acc: 0.5747, loss_cls: 3.0979, loss: 3.0979, grad_norm: 1.3271 2020-07-17 14:52:40,740 - mmaction - INFO - Epoch [45][420/1253] lr: 2.787e-01, eta: 3 days, 19:20:00, time: 1.085, data_time: 0.002, memory: 9061, top1_acc: 0.3245, top5_acc: 0.5763, loss_cls: 3.1309, loss: 3.1309, grad_norm: 1.3268 2020-07-17 14:53:02,387 - mmaction - INFO - Epoch [45][440/1253] lr: 2.787e-01, eta: 3 days, 19:19:21, time: 1.083, data_time: 0.005, memory: 9061, top1_acc: 0.3115, top5_acc: 0.5680, loss_cls: 3.1681, loss: 3.1681, grad_norm: 1.3284 2020-07-17 14:53:24,236 - mmaction - INFO - Epoch [45][460/1253] lr: 2.787e-01, eta: 3 days, 19:18:42, time: 1.094, data_time: 0.004, memory: 9061, top1_acc: 0.3161, top5_acc: 0.5698, loss_cls: 3.1083, loss: 3.1083, grad_norm: 1.3214 2020-07-17 14:53:46,005 - mmaction - INFO - Epoch [45][480/1253] lr: 2.787e-01, eta: 3 days, 19:18:03, time: 1.087, data_time: 0.002, memory: 9061, top1_acc: 0.3250, top5_acc: 0.5841, loss_cls: 3.0813, loss: 3.0813, grad_norm: 1.3208 2020-07-17 14:54:07,909 - mmaction - INFO - Epoch [45][500/1253] lr: 2.787e-01, eta: 3 days, 19:17:24, time: 1.096, data_time: 0.004, memory: 9061, top1_acc: 0.3318, top5_acc: 0.5766, loss_cls: 3.0730, loss: 3.0730, grad_norm: 1.3130 2020-07-17 14:54:29,653 - mmaction - INFO - Epoch [45][520/1253] lr: 2.787e-01, eta: 3 days, 19:16:45, time: 1.086, data_time: 0.002, memory: 9061, top1_acc: 0.3208, top5_acc: 0.5805, loss_cls: 3.0870, loss: 3.0870, grad_norm: 1.3155 2020-07-17 14:54:51,380 - mmaction - INFO - Epoch [45][540/1253] lr: 2.787e-01, eta: 3 days, 19:16:05, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3339, top5_acc: 0.5831, loss_cls: 3.0728, loss: 3.0728, grad_norm: 1.3166 2020-07-17 14:55:13,163 - mmaction - INFO - Epoch [45][560/1253] lr: 2.787e-01, eta: 3 days, 19:15:26, time: 1.089, data_time: 0.002, memory: 9061, top1_acc: 0.3229, top5_acc: 0.5844, loss_cls: 3.1180, loss: 3.1180, grad_norm: 1.3287 2020-07-17 14:55:35,624 - mmaction - INFO - Epoch [45][580/1253] lr: 2.787e-01, eta: 3 days, 19:14:50, time: 1.121, data_time: 0.002, memory: 9061, top1_acc: 0.3268, top5_acc: 0.5693, loss_cls: 3.1464, loss: 3.1464, grad_norm: 1.3456 2020-07-17 14:55:58,588 - mmaction - INFO - Epoch [45][600/1253] lr: 2.787e-01, eta: 3 days, 19:14:17, time: 1.149, data_time: 0.023, memory: 9061, top1_acc: 0.3344, top5_acc: 0.5753, loss_cls: 3.0794, loss: 3.0794, grad_norm: 1.3304 2020-07-17 14:56:21,387 - mmaction - INFO - Epoch [45][620/1253] lr: 2.787e-01, eta: 3 days, 19:13:43, time: 1.140, data_time: 0.012, memory: 9061, top1_acc: 0.3255, top5_acc: 0.5714, loss_cls: 3.1373, loss: 3.1373, grad_norm: 1.3149 2020-07-17 14:56:43,193 - mmaction - INFO - Epoch [45][640/1253] lr: 2.787e-01, eta: 3 days, 19:13:04, time: 1.089, data_time: 0.005, memory: 9061, top1_acc: 0.3211, top5_acc: 0.5669, loss_cls: 3.1689, loss: 3.1689, grad_norm: 1.3208 2020-07-17 14:57:05,027 - mmaction - INFO - Epoch [45][660/1253] lr: 2.787e-01, eta: 3 days, 19:12:25, time: 1.094, data_time: 0.004, memory: 9061, top1_acc: 0.3349, top5_acc: 0.5898, loss_cls: 3.0595, loss: 3.0595, grad_norm: 1.3243 2020-07-17 14:57:26,737 - mmaction - INFO - Epoch [45][680/1253] lr: 2.787e-01, eta: 3 days, 19:11:46, time: 1.084, data_time: 0.002, memory: 9061, top1_acc: 0.3148, top5_acc: 0.5794, loss_cls: 3.0957, loss: 3.0957, grad_norm: 1.3167 2020-07-17 14:57:49,364 - mmaction - INFO - Epoch [45][700/1253] lr: 2.787e-01, eta: 3 days, 19:11:11, time: 1.132, data_time: 0.003, memory: 9061, top1_acc: 0.3216, top5_acc: 0.5664, loss_cls: 3.1350, loss: 3.1350, grad_norm: 1.3333 2020-07-17 14:58:12,245 - mmaction - INFO - Epoch [45][720/1253] lr: 2.787e-01, eta: 3 days, 19:10:37, time: 1.144, data_time: 0.016, memory: 9061, top1_acc: 0.3352, top5_acc: 0.5849, loss_cls: 3.0626, loss: 3.0626, grad_norm: 1.3187 2020-07-17 14:58:34,648 - mmaction - INFO - Epoch [45][740/1253] lr: 2.787e-01, eta: 3 days, 19:10:01, time: 1.121, data_time: 0.016, memory: 9061, top1_acc: 0.3190, top5_acc: 0.5750, loss_cls: 3.1580, loss: 3.1580, grad_norm: 1.3353 2020-07-17 14:58:56,414 - mmaction - INFO - Epoch [45][760/1253] lr: 2.787e-01, eta: 3 days, 19:09:22, time: 1.087, data_time: 0.002, memory: 9061, top1_acc: 0.3242, top5_acc: 0.5958, loss_cls: 3.0457, loss: 3.0457, grad_norm: 1.3116 2020-07-17 14:59:18,061 - mmaction - INFO - Epoch [45][780/1253] lr: 2.787e-01, eta: 3 days, 19:08:42, time: 1.085, data_time: 0.004, memory: 9061, top1_acc: 0.3227, top5_acc: 0.5745, loss_cls: 3.1106, loss: 3.1106, grad_norm: 1.3179 2020-07-17 14:59:39,750 - mmaction - INFO - Epoch [45][800/1253] lr: 2.787e-01, eta: 3 days, 19:08:03, time: 1.084, data_time: 0.001, memory: 9061, top1_acc: 0.3177, top5_acc: 0.5654, loss_cls: 3.1385, loss: 3.1385, grad_norm: 1.3055 2020-07-17 15:00:01,570 - mmaction - INFO - Epoch [45][820/1253] lr: 2.787e-01, eta: 3 days, 19:07:24, time: 1.088, data_time: 0.001, memory: 9061, top1_acc: 0.3263, top5_acc: 0.5789, loss_cls: 3.1364, loss: 3.1364, grad_norm: 1.3416 2020-07-17 15:00:35,936 - mmaction - INFO - Epoch [45][840/1253] lr: 2.787e-01, eta: 3 days, 19:07:43, time: 1.707, data_time: 0.005, memory: 9061, top1_acc: 0.3276, top5_acc: 0.5732, loss_cls: 3.1313, loss: 3.1313, grad_norm: 1.3025 2020-07-17 15:00:57,711 - mmaction - INFO - Epoch [45][860/1253] lr: 2.787e-01, eta: 3 days, 19:07:05, time: 1.100, data_time: 0.019, memory: 9061, top1_acc: 0.3305, top5_acc: 0.5922, loss_cls: 3.0548, loss: 3.0548, grad_norm: 1.3330 2020-07-17 15:01:19,517 - mmaction - INFO - Epoch [45][880/1253] lr: 2.787e-01, eta: 3 days, 19:06:27, time: 1.091, data_time: 0.004, memory: 9061, top1_acc: 0.3359, top5_acc: 0.6005, loss_cls: 3.0225, loss: 3.0225, grad_norm: 1.3404 2020-07-17 15:01:41,601 - mmaction - INFO - Epoch [45][900/1253] lr: 2.787e-01, eta: 3 days, 19:05:49, time: 1.105, data_time: 0.004, memory: 9061, top1_acc: 0.3299, top5_acc: 0.5753, loss_cls: 3.1475, loss: 3.1475, grad_norm: 1.3374 2020-07-17 15:02:03,497 - mmaction - INFO - Epoch [45][920/1253] lr: 2.787e-01, eta: 3 days, 19:05:11, time: 1.095, data_time: 0.003, memory: 9061, top1_acc: 0.3240, top5_acc: 0.5711, loss_cls: 3.1030, loss: 3.1030, grad_norm: 1.3060 2020-07-17 15:02:25,524 - mmaction - INFO - Epoch [45][940/1253] lr: 2.787e-01, eta: 3 days, 19:04:33, time: 1.101, data_time: 0.003, memory: 9061, top1_acc: 0.3284, top5_acc: 0.5797, loss_cls: 3.0696, loss: 3.0696, grad_norm: 1.2890 2020-07-17 15:02:47,245 - mmaction - INFO - Epoch [45][960/1253] lr: 2.787e-01, eta: 3 days, 19:03:54, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3159, top5_acc: 0.5716, loss_cls: 3.1352, loss: 3.1352, grad_norm: 1.3147 2020-07-17 15:03:09,003 - mmaction - INFO - Epoch [45][980/1253] lr: 2.787e-01, eta: 3 days, 19:03:15, time: 1.088, data_time: 0.001, memory: 9061, top1_acc: 0.3258, top5_acc: 0.5758, loss_cls: 3.1401, loss: 3.1401, grad_norm: 1.3135 2020-07-17 15:03:30,794 - mmaction - INFO - Epoch [45][1000/1253] lr: 2.787e-01, eta: 3 days, 19:02:36, time: 1.088, data_time: 0.002, memory: 9061, top1_acc: 0.3203, top5_acc: 0.5690, loss_cls: 3.1669, loss: 3.1669, grad_norm: 1.3184 2020-07-17 15:03:52,585 - mmaction - INFO - Epoch [45][1020/1253] lr: 2.787e-01, eta: 3 days, 19:01:57, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.3240, top5_acc: 0.5724, loss_cls: 3.1046, loss: 3.1046, grad_norm: 1.3277 2020-07-17 15:04:14,574 - mmaction - INFO - Epoch [45][1040/1253] lr: 2.787e-01, eta: 3 days, 19:01:19, time: 1.100, data_time: 0.003, memory: 9061, top1_acc: 0.3206, top5_acc: 0.5654, loss_cls: 3.1869, loss: 3.1869, grad_norm: 1.3355 2020-07-17 15:04:36,409 - mmaction - INFO - Epoch [45][1060/1253] lr: 2.787e-01, eta: 3 days, 19:00:41, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.3161, top5_acc: 0.5711, loss_cls: 3.1408, loss: 3.1408, grad_norm: 1.3291 2020-07-17 15:04:58,069 - mmaction - INFO - Epoch [45][1080/1253] lr: 2.787e-01, eta: 3 days, 19:00:02, time: 1.084, data_time: 0.002, memory: 9061, top1_acc: 0.3247, top5_acc: 0.5797, loss_cls: 3.1352, loss: 3.1352, grad_norm: 1.3382 2020-07-17 15:05:19,807 - mmaction - INFO - Epoch [45][1100/1253] lr: 2.787e-01, eta: 3 days, 18:59:22, time: 1.086, data_time: 0.002, memory: 9061, top1_acc: 0.3297, top5_acc: 0.5677, loss_cls: 3.1156, loss: 3.1156, grad_norm: 1.3170 2020-07-17 15:05:41,533 - mmaction - INFO - Epoch [45][1120/1253] lr: 2.787e-01, eta: 3 days, 18:58:43, time: 1.087, data_time: 0.002, memory: 9061, top1_acc: 0.3125, top5_acc: 0.5682, loss_cls: 3.1649, loss: 3.1649, grad_norm: 1.3122 2020-07-17 15:06:03,376 - mmaction - INFO - Epoch [45][1140/1253] lr: 2.787e-01, eta: 3 days, 18:58:05, time: 1.091, data_time: 0.002, memory: 9061, top1_acc: 0.3049, top5_acc: 0.5586, loss_cls: 3.1867, loss: 3.1867, grad_norm: 1.3235 2020-07-17 15:06:25,357 - mmaction - INFO - Epoch [45][1160/1253] lr: 2.787e-01, eta: 3 days, 18:57:27, time: 1.098, data_time: 0.003, memory: 9061, top1_acc: 0.3320, top5_acc: 0.5773, loss_cls: 3.0914, loss: 3.0914, grad_norm: 1.2774 2020-07-17 15:06:47,193 - mmaction - INFO - Epoch [45][1180/1253] lr: 2.787e-01, eta: 3 days, 18:56:49, time: 1.093, data_time: 0.004, memory: 9061, top1_acc: 0.3029, top5_acc: 0.5607, loss_cls: 3.1720, loss: 3.1720, grad_norm: 1.3375 2020-07-17 15:07:08,997 - mmaction - INFO - Epoch [45][1200/1253] lr: 2.787e-01, eta: 3 days, 18:56:10, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.3203, top5_acc: 0.5643, loss_cls: 3.1567, loss: 3.1567, grad_norm: 1.3187 2020-07-17 15:07:30,763 - mmaction - INFO - Epoch [45][1220/1253] lr: 2.787e-01, eta: 3 days, 18:55:31, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3208, top5_acc: 0.5776, loss_cls: 3.1349, loss: 3.1349, grad_norm: 1.3065 2020-07-17 15:07:52,573 - mmaction - INFO - Epoch [45][1240/1253] lr: 2.787e-01, eta: 3 days, 18:54:53, time: 1.093, data_time: 0.005, memory: 9061, top1_acc: 0.3089, top5_acc: 0.5721, loss_cls: 3.1407, loss: 3.1407, grad_norm: 1.3324 2020-07-17 15:11:55,510 - mmaction - INFO - Epoch [46][20/1253] lr: 2.777e-01, eta: 3 days, 19:07:58, time: 10.855, data_time: 9.632, memory: 9061, top1_acc: 0.3271, top5_acc: 0.5849, loss_cls: 3.0445, loss: 3.0445, grad_norm: 1.3230 2020-07-17 15:12:17,283 - mmaction - INFO - Epoch [46][40/1253] lr: 2.777e-01, eta: 3 days, 19:07:19, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.3260, top5_acc: 0.5849, loss_cls: 3.0677, loss: 3.0677, grad_norm: 1.3239 2020-07-17 15:12:39,135 - mmaction - INFO - Epoch [46][60/1253] lr: 2.777e-01, eta: 3 days, 19:06:40, time: 1.093, data_time: 0.002, memory: 9061, top1_acc: 0.3227, top5_acc: 0.5779, loss_cls: 3.1064, loss: 3.1064, grad_norm: 1.3458 2020-07-17 15:13:00,952 - mmaction - INFO - Epoch [46][80/1253] lr: 2.777e-01, eta: 3 days, 19:06:01, time: 1.090, data_time: 0.001, memory: 9061, top1_acc: 0.3352, top5_acc: 0.5820, loss_cls: 3.0787, loss: 3.0787, grad_norm: 1.3482 2020-07-17 15:13:22,719 - mmaction - INFO - Epoch [46][100/1253] lr: 2.777e-01, eta: 3 days, 19:05:22, time: 1.087, data_time: 0.002, memory: 9061, top1_acc: 0.3253, top5_acc: 0.5682, loss_cls: 3.1437, loss: 3.1437, grad_norm: 1.3551 2020-07-17 15:13:44,512 - mmaction - INFO - Epoch [46][120/1253] lr: 2.777e-01, eta: 3 days, 19:04:43, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3383, top5_acc: 0.5813, loss_cls: 3.0621, loss: 3.0621, grad_norm: 1.3333 2020-07-17 15:14:06,272 - mmaction - INFO - Epoch [46][140/1253] lr: 2.777e-01, eta: 3 days, 19:04:04, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3143, top5_acc: 0.5711, loss_cls: 3.1540, loss: 3.1540, grad_norm: 1.3402 2020-07-17 15:14:28,142 - mmaction - INFO - Epoch [46][160/1253] lr: 2.777e-01, eta: 3 days, 19:03:25, time: 1.093, data_time: 0.003, memory: 9061, top1_acc: 0.3266, top5_acc: 0.5729, loss_cls: 3.1334, loss: 3.1334, grad_norm: 1.3477 2020-07-17 15:14:49,953 - mmaction - INFO - Epoch [46][180/1253] lr: 2.777e-01, eta: 3 days, 19:02:47, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.3109, top5_acc: 0.5669, loss_cls: 3.1572, loss: 3.1572, grad_norm: 1.3273 2020-07-17 15:15:11,758 - mmaction - INFO - Epoch [46][200/1253] lr: 2.777e-01, eta: 3 days, 19:02:08, time: 1.091, data_time: 0.002, memory: 9061, top1_acc: 0.3216, top5_acc: 0.5771, loss_cls: 3.1320, loss: 3.1320, grad_norm: 1.3241 2020-07-17 15:15:33,537 - mmaction - INFO - Epoch [46][220/1253] lr: 2.777e-01, eta: 3 days, 19:01:29, time: 1.088, data_time: 0.002, memory: 9061, top1_acc: 0.3279, top5_acc: 0.5766, loss_cls: 3.0776, loss: 3.0776, grad_norm: 1.3209 2020-07-17 15:15:55,272 - mmaction - INFO - Epoch [46][240/1253] lr: 2.777e-01, eta: 3 days, 19:00:49, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3240, top5_acc: 0.5810, loss_cls: 3.1041, loss: 3.1041, grad_norm: 1.2968 2020-07-17 15:16:16,963 - mmaction - INFO - Epoch [46][260/1253] lr: 2.777e-01, eta: 3 days, 19:00:10, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3112, top5_acc: 0.5677, loss_cls: 3.1542, loss: 3.1542, grad_norm: 1.3502 2020-07-17 15:16:38,773 - mmaction - INFO - Epoch [46][280/1253] lr: 2.777e-01, eta: 3 days, 18:59:31, time: 1.091, data_time: 0.004, memory: 9061, top1_acc: 0.3268, top5_acc: 0.5792, loss_cls: 3.0956, loss: 3.0956, grad_norm: 1.3281 2020-07-17 15:17:00,416 - mmaction - INFO - Epoch [46][300/1253] lr: 2.777e-01, eta: 3 days, 18:58:52, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3258, top5_acc: 0.5747, loss_cls: 3.0878, loss: 3.0878, grad_norm: 1.3096 2020-07-17 15:17:22,498 - mmaction - INFO - Epoch [46][320/1253] lr: 2.777e-01, eta: 3 days, 18:58:14, time: 1.103, data_time: 0.012, memory: 9061, top1_acc: 0.3135, top5_acc: 0.5732, loss_cls: 3.1478, loss: 3.1478, grad_norm: 1.3155 2020-07-17 15:17:44,280 - mmaction - INFO - Epoch [46][340/1253] lr: 2.777e-01, eta: 3 days, 18:57:36, time: 1.089, data_time: 0.005, memory: 9061, top1_acc: 0.3326, top5_acc: 0.5810, loss_cls: 3.0549, loss: 3.0549, grad_norm: 1.3109 2020-07-17 15:18:06,225 - mmaction - INFO - Epoch [46][360/1253] lr: 2.777e-01, eta: 3 days, 18:56:57, time: 1.096, data_time: 0.003, memory: 9061, top1_acc: 0.3211, top5_acc: 0.5755, loss_cls: 3.1358, loss: 3.1358, grad_norm: 1.3051 2020-07-17 15:18:29,174 - mmaction - INFO - Epoch [46][380/1253] lr: 2.777e-01, eta: 3 days, 18:56:24, time: 1.148, data_time: 0.010, memory: 9061, top1_acc: 0.3169, top5_acc: 0.5656, loss_cls: 3.1349, loss: 3.1349, grad_norm: 1.3239 2020-07-17 15:18:52,166 - mmaction - INFO - Epoch [46][400/1253] lr: 2.777e-01, eta: 3 days, 18:55:50, time: 1.139, data_time: 0.018, memory: 9061, top1_acc: 0.3216, top5_acc: 0.5638, loss_cls: 3.1449, loss: 3.1449, grad_norm: 1.2800 2020-07-17 15:19:14,450 - mmaction - INFO - Epoch [46][420/1253] lr: 2.777e-01, eta: 3 days, 18:55:14, time: 1.125, data_time: 0.030, memory: 9061, top1_acc: 0.3208, top5_acc: 0.5693, loss_cls: 3.1335, loss: 3.1335, grad_norm: 1.3427 2020-07-17 15:19:36,082 - mmaction - INFO - Epoch [46][440/1253] lr: 2.777e-01, eta: 3 days, 18:54:35, time: 1.081, data_time: 0.002, memory: 9061, top1_acc: 0.3107, top5_acc: 0.5654, loss_cls: 3.1451, loss: 3.1451, grad_norm: 1.3115 2020-07-17 15:19:57,981 - mmaction - INFO - Epoch [46][460/1253] lr: 2.777e-01, eta: 3 days, 18:53:57, time: 1.096, data_time: 0.002, memory: 9061, top1_acc: 0.3427, top5_acc: 0.5872, loss_cls: 3.0599, loss: 3.0599, grad_norm: 1.3241 2020-07-17 15:20:19,741 - mmaction - INFO - Epoch [46][480/1253] lr: 2.777e-01, eta: 3 days, 18:53:17, time: 1.085, data_time: 0.002, memory: 9061, top1_acc: 0.3266, top5_acc: 0.5727, loss_cls: 3.1033, loss: 3.1033, grad_norm: 1.3543 2020-07-17 15:20:41,433 - mmaction - INFO - Epoch [46][500/1253] lr: 2.777e-01, eta: 3 days, 18:52:38, time: 1.086, data_time: 0.004, memory: 9061, top1_acc: 0.3234, top5_acc: 0.5810, loss_cls: 3.0974, loss: 3.0974, grad_norm: 1.3343 2020-07-17 15:21:03,111 - mmaction - INFO - Epoch [46][520/1253] lr: 2.777e-01, eta: 3 days, 18:51:59, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3159, top5_acc: 0.5693, loss_cls: 3.1297, loss: 3.1297, grad_norm: 1.3360 2020-07-17 15:21:25,018 - mmaction - INFO - Epoch [46][540/1253] lr: 2.777e-01, eta: 3 days, 18:51:21, time: 1.093, data_time: 0.001, memory: 9061, top1_acc: 0.3302, top5_acc: 0.5826, loss_cls: 3.0831, loss: 3.0831, grad_norm: 1.2902 2020-07-17 15:21:46,740 - mmaction - INFO - Epoch [46][560/1253] lr: 2.777e-01, eta: 3 days, 18:50:42, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3292, top5_acc: 0.5888, loss_cls: 3.0628, loss: 3.0628, grad_norm: 1.3004 2020-07-17 15:22:08,476 - mmaction - INFO - Epoch [46][580/1253] lr: 2.777e-01, eta: 3 days, 18:50:03, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3281, top5_acc: 0.5802, loss_cls: 3.1004, loss: 3.1004, grad_norm: 1.3218 2020-07-17 15:22:30,214 - mmaction - INFO - Epoch [46][600/1253] lr: 2.777e-01, eta: 3 days, 18:49:24, time: 1.085, data_time: 0.002, memory: 9061, top1_acc: 0.3302, top5_acc: 0.5815, loss_cls: 3.1353, loss: 3.1353, grad_norm: 1.3301 2020-07-17 15:22:51,951 - mmaction - INFO - Epoch [46][620/1253] lr: 2.777e-01, eta: 3 days, 18:48:45, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3099, top5_acc: 0.5745, loss_cls: 3.1460, loss: 3.1460, grad_norm: 1.3152 2020-07-17 15:23:13,691 - mmaction - INFO - Epoch [46][640/1253] lr: 2.777e-01, eta: 3 days, 18:48:06, time: 1.088, data_time: 0.004, memory: 9061, top1_acc: 0.3268, top5_acc: 0.5826, loss_cls: 3.0949, loss: 3.0949, grad_norm: 1.3493 2020-07-17 15:23:35,387 - mmaction - INFO - Epoch [46][660/1253] lr: 2.777e-01, eta: 3 days, 18:47:27, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3305, top5_acc: 0.5768, loss_cls: 3.1036, loss: 3.1036, grad_norm: 1.3048 2020-07-17 15:23:57,123 - mmaction - INFO - Epoch [46][680/1253] lr: 2.777e-01, eta: 3 days, 18:46:48, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3211, top5_acc: 0.5740, loss_cls: 3.1101, loss: 3.1101, grad_norm: 1.2968 2020-07-17 15:24:18,799 - mmaction - INFO - Epoch [46][700/1253] lr: 2.777e-01, eta: 3 days, 18:46:09, time: 1.083, data_time: 0.002, memory: 9061, top1_acc: 0.3169, top5_acc: 0.5664, loss_cls: 3.1267, loss: 3.1267, grad_norm: 1.3285 2020-07-17 15:24:40,600 - mmaction - INFO - Epoch [46][720/1253] lr: 2.777e-01, eta: 3 days, 18:45:31, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.3266, top5_acc: 0.5742, loss_cls: 3.0984, loss: 3.0984, grad_norm: 1.3074 2020-07-17 15:25:02,282 - mmaction - INFO - Epoch [46][740/1253] lr: 2.777e-01, eta: 3 days, 18:44:51, time: 1.082, data_time: 0.001, memory: 9061, top1_acc: 0.3294, top5_acc: 0.5734, loss_cls: 3.1274, loss: 3.1274, grad_norm: 1.3168 2020-07-17 15:25:23,884 - mmaction - INFO - Epoch [46][760/1253] lr: 2.777e-01, eta: 3 days, 18:44:12, time: 1.081, data_time: 0.003, memory: 9061, top1_acc: 0.3188, top5_acc: 0.5779, loss_cls: 3.0978, loss: 3.0978, grad_norm: 1.3211 2020-07-17 15:25:45,831 - mmaction - INFO - Epoch [46][780/1253] lr: 2.777e-01, eta: 3 days, 18:43:34, time: 1.097, data_time: 0.003, memory: 9061, top1_acc: 0.3065, top5_acc: 0.5669, loss_cls: 3.2011, loss: 3.2011, grad_norm: 1.3462 2020-07-17 15:26:07,674 - mmaction - INFO - Epoch [46][800/1253] lr: 2.777e-01, eta: 3 days, 18:42:56, time: 1.093, data_time: 0.002, memory: 9061, top1_acc: 0.3232, top5_acc: 0.5833, loss_cls: 3.0617, loss: 3.0617, grad_norm: 1.3133 2020-07-17 15:26:29,291 - mmaction - INFO - Epoch [46][820/1253] lr: 2.777e-01, eta: 3 days, 18:42:16, time: 1.079, data_time: 0.001, memory: 9061, top1_acc: 0.3214, top5_acc: 0.5773, loss_cls: 3.1034, loss: 3.1034, grad_norm: 1.3378 2020-07-17 15:26:51,039 - mmaction - INFO - Epoch [46][840/1253] lr: 2.777e-01, eta: 3 days, 18:41:38, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3240, top5_acc: 0.5867, loss_cls: 3.0691, loss: 3.0691, grad_norm: 1.3535 2020-07-17 15:27:12,683 - mmaction - INFO - Epoch [46][860/1253] lr: 2.777e-01, eta: 3 days, 18:40:58, time: 1.080, data_time: 0.001, memory: 9061, top1_acc: 0.3245, top5_acc: 0.5698, loss_cls: 3.1154, loss: 3.1154, grad_norm: 1.3398 2020-07-17 15:27:34,518 - mmaction - INFO - Epoch [46][880/1253] lr: 2.777e-01, eta: 3 days, 18:40:20, time: 1.094, data_time: 0.003, memory: 9061, top1_acc: 0.3174, top5_acc: 0.5753, loss_cls: 3.1431, loss: 3.1431, grad_norm: 1.3440 2020-07-17 15:27:56,286 - mmaction - INFO - Epoch [46][900/1253] lr: 2.777e-01, eta: 3 days, 18:39:41, time: 1.085, data_time: 0.001, memory: 9061, top1_acc: 0.3224, top5_acc: 0.5768, loss_cls: 3.0870, loss: 3.0870, grad_norm: 1.3242 2020-07-17 15:28:18,011 - mmaction - INFO - Epoch [46][920/1253] lr: 2.777e-01, eta: 3 days, 18:39:03, time: 1.086, data_time: 0.004, memory: 9061, top1_acc: 0.3227, top5_acc: 0.5849, loss_cls: 3.1257, loss: 3.1257, grad_norm: 1.3697 2020-07-17 15:28:39,824 - mmaction - INFO - Epoch [46][940/1253] lr: 2.777e-01, eta: 3 days, 18:38:24, time: 1.092, data_time: 0.004, memory: 9061, top1_acc: 0.3242, top5_acc: 0.5724, loss_cls: 3.1302, loss: 3.1302, grad_norm: 1.3284 2020-07-17 15:29:01,630 - mmaction - INFO - Epoch [46][960/1253] lr: 2.777e-01, eta: 3 days, 18:37:46, time: 1.090, data_time: 0.002, memory: 9061, top1_acc: 0.3292, top5_acc: 0.5818, loss_cls: 3.0967, loss: 3.0967, grad_norm: 1.3155 2020-07-17 15:29:23,379 - mmaction - INFO - Epoch [46][980/1253] lr: 2.777e-01, eta: 3 days, 18:37:08, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3263, top5_acc: 0.5625, loss_cls: 3.1554, loss: 3.1554, grad_norm: 1.3242 2020-07-17 15:29:45,222 - mmaction - INFO - Epoch [46][1000/1253] lr: 2.777e-01, eta: 3 days, 18:36:29, time: 1.090, data_time: 0.001, memory: 9061, top1_acc: 0.3229, top5_acc: 0.5807, loss_cls: 3.0638, loss: 3.0638, grad_norm: 1.3253 2020-07-17 15:30:06,949 - mmaction - INFO - Epoch [46][1020/1253] lr: 2.777e-01, eta: 3 days, 18:35:50, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3284, top5_acc: 0.5792, loss_cls: 3.0941, loss: 3.0941, grad_norm: 1.3075 2020-07-17 15:30:29,540 - mmaction - INFO - Epoch [46][1040/1253] lr: 2.777e-01, eta: 3 days, 18:35:16, time: 1.131, data_time: 0.003, memory: 9061, top1_acc: 0.3133, top5_acc: 0.5807, loss_cls: 3.1198, loss: 3.1198, grad_norm: 1.3329 2020-07-17 15:30:51,363 - mmaction - INFO - Epoch [46][1060/1253] lr: 2.777e-01, eta: 3 days, 18:34:37, time: 1.090, data_time: 0.001, memory: 9061, top1_acc: 0.3307, top5_acc: 0.5862, loss_cls: 3.0866, loss: 3.0866, grad_norm: 1.3348 2020-07-17 15:31:13,059 - mmaction - INFO - Epoch [46][1080/1253] lr: 2.777e-01, eta: 3 days, 18:33:59, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3237, top5_acc: 0.5695, loss_cls: 3.1224, loss: 3.1224, grad_norm: 1.3189 2020-07-17 15:31:34,771 - mmaction - INFO - Epoch [46][1100/1253] lr: 2.777e-01, eta: 3 days, 18:33:20, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3229, top5_acc: 0.5646, loss_cls: 3.1395, loss: 3.1395, grad_norm: 1.3181 2020-07-17 15:31:56,584 - mmaction - INFO - Epoch [46][1120/1253] lr: 2.777e-01, eta: 3 days, 18:32:41, time: 1.089, data_time: 0.002, memory: 9061, top1_acc: 0.3240, top5_acc: 0.5771, loss_cls: 3.1158, loss: 3.1158, grad_norm: 1.3159 2020-07-17 15:32:18,345 - mmaction - INFO - Epoch [46][1140/1253] lr: 2.777e-01, eta: 3 days, 18:32:03, time: 1.090, data_time: 0.004, memory: 9061, top1_acc: 0.3245, top5_acc: 0.5836, loss_cls: 3.0948, loss: 3.0948, grad_norm: 1.3361 2020-07-17 15:32:40,046 - mmaction - INFO - Epoch [46][1160/1253] lr: 2.777e-01, eta: 3 days, 18:31:24, time: 1.084, data_time: 0.002, memory: 9061, top1_acc: 0.3086, top5_acc: 0.5721, loss_cls: 3.1125, loss: 3.1125, grad_norm: 1.3556 2020-07-17 15:33:01,772 - mmaction - INFO - Epoch [46][1180/1253] lr: 2.777e-01, eta: 3 days, 18:30:46, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3234, top5_acc: 0.5763, loss_cls: 3.1032, loss: 3.1032, grad_norm: 1.3113 2020-07-17 15:33:23,432 - mmaction - INFO - Epoch [46][1200/1253] lr: 2.777e-01, eta: 3 days, 18:30:07, time: 1.082, data_time: 0.001, memory: 9061, top1_acc: 0.3380, top5_acc: 0.5729, loss_cls: 3.0799, loss: 3.0799, grad_norm: 1.3086 2020-07-17 15:33:45,282 - mmaction - INFO - Epoch [46][1220/1253] lr: 2.777e-01, eta: 3 days, 18:29:29, time: 1.093, data_time: 0.003, memory: 9061, top1_acc: 0.3286, top5_acc: 0.5911, loss_cls: 3.0850, loss: 3.0850, grad_norm: 1.3391 2020-07-17 15:34:06,894 - mmaction - INFO - Epoch [46][1240/1253] lr: 2.777e-01, eta: 3 days, 18:28:50, time: 1.080, data_time: 0.002, memory: 9061, top1_acc: 0.3242, top5_acc: 0.5742, loss_cls: 3.1217, loss: 3.1217, grad_norm: 1.3496 2020-07-17 15:37:36,976 - mmaction - INFO - Epoch [47][20/1253] lr: 2.767e-01, eta: 3 days, 18:39:20, time: 9.402, data_time: 8.172, memory: 9061, top1_acc: 0.3279, top5_acc: 0.5888, loss_cls: 3.0822, loss: 3.0822, grad_norm: 1.3461 2020-07-17 15:37:58,702 - mmaction - INFO - Epoch [47][40/1253] lr: 2.767e-01, eta: 3 days, 18:38:42, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3180, top5_acc: 0.5740, loss_cls: 3.1409, loss: 3.1409, grad_norm: 1.3190 2020-07-17 15:38:20,425 - mmaction - INFO - Epoch [47][60/1253] lr: 2.767e-01, eta: 3 days, 18:38:03, time: 1.087, data_time: 0.002, memory: 9061, top1_acc: 0.3245, top5_acc: 0.5797, loss_cls: 3.0679, loss: 3.0679, grad_norm: 1.2995 2020-07-17 15:38:42,018 - mmaction - INFO - Epoch [47][80/1253] lr: 2.767e-01, eta: 3 days, 18:37:23, time: 1.078, data_time: 0.002, memory: 9061, top1_acc: 0.3273, top5_acc: 0.5737, loss_cls: 3.1166, loss: 3.1166, grad_norm: 1.3362 2020-07-17 15:39:03,667 - mmaction - INFO - Epoch [47][100/1253] lr: 2.767e-01, eta: 3 days, 18:36:44, time: 1.083, data_time: 0.003, memory: 9061, top1_acc: 0.3177, top5_acc: 0.5708, loss_cls: 3.1127, loss: 3.1127, grad_norm: 1.3331 2020-07-17 15:39:25,417 - mmaction - INFO - Epoch [47][120/1253] lr: 2.767e-01, eta: 3 days, 18:36:05, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3372, top5_acc: 0.5935, loss_cls: 3.0609, loss: 3.0609, grad_norm: 1.3372 2020-07-17 15:39:46,988 - mmaction - INFO - Epoch [47][140/1253] lr: 2.767e-01, eta: 3 days, 18:35:26, time: 1.078, data_time: 0.001, memory: 9061, top1_acc: 0.3276, top5_acc: 0.5755, loss_cls: 3.0991, loss: 3.0991, grad_norm: 1.3383 2020-07-17 15:40:08,593 - mmaction - INFO - Epoch [47][160/1253] lr: 2.767e-01, eta: 3 days, 18:34:46, time: 1.080, data_time: 0.002, memory: 9061, top1_acc: 0.3318, top5_acc: 0.5901, loss_cls: 3.0277, loss: 3.0277, grad_norm: 1.3068 2020-07-17 15:40:30,275 - mmaction - INFO - Epoch [47][180/1253] lr: 2.767e-01, eta: 3 days, 18:34:07, time: 1.083, data_time: 0.002, memory: 9061, top1_acc: 0.3341, top5_acc: 0.5786, loss_cls: 3.0825, loss: 3.0825, grad_norm: 1.3299 2020-07-17 15:40:51,908 - mmaction - INFO - Epoch [47][200/1253] lr: 2.767e-01, eta: 3 days, 18:33:28, time: 1.082, data_time: 0.009, memory: 9061, top1_acc: 0.3193, top5_acc: 0.5833, loss_cls: 3.0848, loss: 3.0848, grad_norm: 1.3450 2020-07-17 15:41:13,587 - mmaction - INFO - Epoch [47][220/1253] lr: 2.767e-01, eta: 3 days, 18:32:49, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3297, top5_acc: 0.5891, loss_cls: 3.0399, loss: 3.0399, grad_norm: 1.3558 2020-07-17 15:41:35,416 - mmaction - INFO - Epoch [47][240/1253] lr: 2.767e-01, eta: 3 days, 18:32:11, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.3201, top5_acc: 0.5794, loss_cls: 3.1323, loss: 3.1323, grad_norm: 1.3562 2020-07-17 15:41:57,055 - mmaction - INFO - Epoch [47][260/1253] lr: 2.767e-01, eta: 3 days, 18:31:32, time: 1.082, data_time: 0.002, memory: 9061, top1_acc: 0.3214, top5_acc: 0.5841, loss_cls: 3.0834, loss: 3.0834, grad_norm: 1.3287 2020-07-17 15:42:18,728 - mmaction - INFO - Epoch [47][280/1253] lr: 2.767e-01, eta: 3 days, 18:30:53, time: 1.083, data_time: 0.002, memory: 9061, top1_acc: 0.3284, top5_acc: 0.5844, loss_cls: 3.0656, loss: 3.0656, grad_norm: 1.3394 2020-07-17 15:42:40,478 - mmaction - INFO - Epoch [47][300/1253] lr: 2.767e-01, eta: 3 days, 18:30:14, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3227, top5_acc: 0.5701, loss_cls: 3.1551, loss: 3.1551, grad_norm: 1.3558 2020-07-17 15:43:02,244 - mmaction - INFO - Epoch [47][320/1253] lr: 2.767e-01, eta: 3 days, 18:29:36, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3279, top5_acc: 0.5917, loss_cls: 3.0836, loss: 3.0836, grad_norm: 1.3609 2020-07-17 15:43:23,928 - mmaction - INFO - Epoch [47][340/1253] lr: 2.767e-01, eta: 3 days, 18:28:57, time: 1.083, data_time: 0.002, memory: 9061, top1_acc: 0.3143, top5_acc: 0.5708, loss_cls: 3.1622, loss: 3.1622, grad_norm: 1.3259 2020-07-17 15:43:45,623 - mmaction - INFO - Epoch [47][360/1253] lr: 2.767e-01, eta: 3 days, 18:28:18, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3172, top5_acc: 0.5708, loss_cls: 3.1257, loss: 3.1257, grad_norm: 1.3074 2020-07-17 15:44:07,439 - mmaction - INFO - Epoch [47][380/1253] lr: 2.767e-01, eta: 3 days, 18:27:40, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.3219, top5_acc: 0.5779, loss_cls: 3.1220, loss: 3.1220, grad_norm: 1.3492 2020-07-17 15:44:29,249 - mmaction - INFO - Epoch [47][400/1253] lr: 2.767e-01, eta: 3 days, 18:27:02, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.3201, top5_acc: 0.5872, loss_cls: 3.0775, loss: 3.0775, grad_norm: 1.3676 2020-07-17 15:44:50,977 - mmaction - INFO - Epoch [47][420/1253] lr: 2.767e-01, eta: 3 days, 18:26:23, time: 1.085, data_time: 0.002, memory: 9061, top1_acc: 0.3357, top5_acc: 0.5839, loss_cls: 3.0706, loss: 3.0706, grad_norm: 1.3186 2020-07-17 15:45:12,616 - mmaction - INFO - Epoch [47][440/1253] lr: 2.767e-01, eta: 3 days, 18:25:44, time: 1.081, data_time: 0.003, memory: 9061, top1_acc: 0.3398, top5_acc: 0.5961, loss_cls: 3.0246, loss: 3.0246, grad_norm: 1.3227 2020-07-17 15:45:34,676 - mmaction - INFO - Epoch [47][460/1253] lr: 2.767e-01, eta: 3 days, 18:25:07, time: 1.105, data_time: 0.004, memory: 9061, top1_acc: 0.3430, top5_acc: 0.5919, loss_cls: 3.0317, loss: 3.0317, grad_norm: 1.3484 2020-07-17 15:45:56,665 - mmaction - INFO - Epoch [47][480/1253] lr: 2.767e-01, eta: 3 days, 18:24:29, time: 1.098, data_time: 0.002, memory: 9061, top1_acc: 0.3122, top5_acc: 0.5602, loss_cls: 3.1778, loss: 3.1778, grad_norm: 1.3230 2020-07-17 15:46:18,315 - mmaction - INFO - Epoch [47][500/1253] lr: 2.767e-01, eta: 3 days, 18:23:50, time: 1.082, data_time: 0.003, memory: 9061, top1_acc: 0.3214, top5_acc: 0.5760, loss_cls: 3.1117, loss: 3.1117, grad_norm: 1.3155 2020-07-17 15:46:39,882 - mmaction - INFO - Epoch [47][520/1253] lr: 2.767e-01, eta: 3 days, 18:23:11, time: 1.081, data_time: 0.003, memory: 9061, top1_acc: 0.3263, top5_acc: 0.5891, loss_cls: 3.0603, loss: 3.0603, grad_norm: 1.3237 2020-07-17 15:47:01,690 - mmaction - INFO - Epoch [47][540/1253] lr: 2.767e-01, eta: 3 days, 18:22:33, time: 1.089, data_time: 0.001, memory: 9061, top1_acc: 0.3234, top5_acc: 0.5831, loss_cls: 3.0912, loss: 3.0912, grad_norm: 1.3689 2020-07-17 15:47:23,401 - mmaction - INFO - Epoch [47][560/1253] lr: 2.767e-01, eta: 3 days, 18:21:54, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3076, top5_acc: 0.5549, loss_cls: 3.2429, loss: 3.2429, grad_norm: 1.3603 2020-07-17 15:47:45,094 - mmaction - INFO - Epoch [47][580/1253] lr: 2.767e-01, eta: 3 days, 18:21:16, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3188, top5_acc: 0.5742, loss_cls: 3.1337, loss: 3.1337, grad_norm: 1.3160 2020-07-17 15:48:06,814 - mmaction - INFO - Epoch [47][600/1253] lr: 2.767e-01, eta: 3 days, 18:20:37, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3281, top5_acc: 0.5818, loss_cls: 3.1192, loss: 3.1192, grad_norm: 1.3081 2020-07-17 15:48:28,710 - mmaction - INFO - Epoch [47][620/1253] lr: 2.767e-01, eta: 3 days, 18:19:59, time: 1.096, data_time: 0.004, memory: 9061, top1_acc: 0.3193, top5_acc: 0.5773, loss_cls: 3.0984, loss: 3.0984, grad_norm: 1.3312 2020-07-17 15:48:50,329 - mmaction - INFO - Epoch [47][640/1253] lr: 2.767e-01, eta: 3 days, 18:19:20, time: 1.082, data_time: 0.003, memory: 9061, top1_acc: 0.3326, top5_acc: 0.5888, loss_cls: 3.0603, loss: 3.0603, grad_norm: 1.3154 2020-07-17 15:49:11,925 - mmaction - INFO - Epoch [47][660/1253] lr: 2.767e-01, eta: 3 days, 18:18:41, time: 1.080, data_time: 0.002, memory: 9061, top1_acc: 0.3190, top5_acc: 0.5836, loss_cls: 3.1247, loss: 3.1247, grad_norm: 1.3334 2020-07-17 15:49:33,630 - mmaction - INFO - Epoch [47][680/1253] lr: 2.767e-01, eta: 3 days, 18:18:03, time: 1.084, data_time: 0.002, memory: 9061, top1_acc: 0.3227, top5_acc: 0.5617, loss_cls: 3.1717, loss: 3.1717, grad_norm: 1.3252 2020-07-17 15:49:55,335 - mmaction - INFO - Epoch [47][700/1253] lr: 2.767e-01, eta: 3 days, 18:17:24, time: 1.087, data_time: 0.004, memory: 9061, top1_acc: 0.3396, top5_acc: 0.5862, loss_cls: 3.0799, loss: 3.0799, grad_norm: 1.3455 2020-07-17 15:50:17,044 - mmaction - INFO - Epoch [47][720/1253] lr: 2.767e-01, eta: 3 days, 18:16:45, time: 1.085, data_time: 0.002, memory: 9061, top1_acc: 0.3292, top5_acc: 0.5742, loss_cls: 3.0946, loss: 3.0946, grad_norm: 1.3205 2020-07-17 15:50:38,775 - mmaction - INFO - Epoch [47][740/1253] lr: 2.767e-01, eta: 3 days, 18:16:07, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3229, top5_acc: 0.5745, loss_cls: 3.1014, loss: 3.1014, grad_norm: 1.2974 2020-07-17 15:51:00,633 - mmaction - INFO - Epoch [47][760/1253] lr: 2.767e-01, eta: 3 days, 18:15:29, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.3281, top5_acc: 0.5854, loss_cls: 3.0799, loss: 3.0799, grad_norm: 1.3018 2020-07-17 15:51:22,326 - mmaction - INFO - Epoch [47][780/1253] lr: 2.767e-01, eta: 3 days, 18:14:51, time: 1.085, data_time: 0.004, memory: 9061, top1_acc: 0.3260, top5_acc: 0.5729, loss_cls: 3.1011, loss: 3.1011, grad_norm: 1.3404 2020-07-17 15:51:43,970 - mmaction - INFO - Epoch [47][800/1253] lr: 2.767e-01, eta: 3 days, 18:14:12, time: 1.082, data_time: 0.003, memory: 9061, top1_acc: 0.3198, top5_acc: 0.5693, loss_cls: 3.1567, loss: 3.1567, grad_norm: 1.3459 2020-07-17 15:52:05,755 - mmaction - INFO - Epoch [47][820/1253] lr: 2.767e-01, eta: 3 days, 18:13:34, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.3130, top5_acc: 0.5622, loss_cls: 3.1770, loss: 3.1770, grad_norm: 1.2951 2020-07-17 15:52:27,573 - mmaction - INFO - Epoch [47][840/1253] lr: 2.767e-01, eta: 3 days, 18:12:56, time: 1.089, data_time: 0.001, memory: 9061, top1_acc: 0.3198, top5_acc: 0.5818, loss_cls: 3.1039, loss: 3.1039, grad_norm: 1.3267 2020-07-17 15:52:49,246 - mmaction - INFO - Epoch [47][860/1253] lr: 2.767e-01, eta: 3 days, 18:12:17, time: 1.083, data_time: 0.002, memory: 9061, top1_acc: 0.3154, top5_acc: 0.5690, loss_cls: 3.1236, loss: 3.1236, grad_norm: 1.3297 2020-07-17 15:53:10,987 - mmaction - INFO - Epoch [47][880/1253] lr: 2.767e-01, eta: 3 days, 18:11:39, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3237, top5_acc: 0.5805, loss_cls: 3.1191, loss: 3.1191, grad_norm: 1.3278 2020-07-17 15:53:32,744 - mmaction - INFO - Epoch [47][900/1253] lr: 2.767e-01, eta: 3 days, 18:11:00, time: 1.087, data_time: 0.004, memory: 9061, top1_acc: 0.3234, top5_acc: 0.5758, loss_cls: 3.1217, loss: 3.1217, grad_norm: 1.3183 2020-07-17 15:53:54,356 - mmaction - INFO - Epoch [47][920/1253] lr: 2.767e-01, eta: 3 days, 18:10:22, time: 1.083, data_time: 0.004, memory: 9061, top1_acc: 0.3279, top5_acc: 0.5768, loss_cls: 3.1090, loss: 3.1090, grad_norm: 1.3249 2020-07-17 15:54:16,073 - mmaction - INFO - Epoch [47][940/1253] lr: 2.767e-01, eta: 3 days, 18:09:43, time: 1.084, data_time: 0.002, memory: 9061, top1_acc: 0.3292, top5_acc: 0.5753, loss_cls: 3.1311, loss: 3.1311, grad_norm: 1.3332 2020-07-17 15:54:37,716 - mmaction - INFO - Epoch [47][960/1253] lr: 2.767e-01, eta: 3 days, 18:09:05, time: 1.082, data_time: 0.003, memory: 9061, top1_acc: 0.3193, top5_acc: 0.5701, loss_cls: 3.1365, loss: 3.1365, grad_norm: 1.3451 2020-07-17 15:54:59,475 - mmaction - INFO - Epoch [47][980/1253] lr: 2.767e-01, eta: 3 days, 18:08:26, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3232, top5_acc: 0.5792, loss_cls: 3.1054, loss: 3.1054, grad_norm: 1.3003 2020-07-17 15:55:21,216 - mmaction - INFO - Epoch [47][1000/1253] lr: 2.767e-01, eta: 3 days, 18:07:48, time: 1.088, data_time: 0.002, memory: 9061, top1_acc: 0.3237, top5_acc: 0.5823, loss_cls: 3.0849, loss: 3.0849, grad_norm: 1.3152 2020-07-17 15:55:42,876 - mmaction - INFO - Epoch [47][1020/1253] lr: 2.767e-01, eta: 3 days, 18:07:09, time: 1.082, data_time: 0.002, memory: 9061, top1_acc: 0.3477, top5_acc: 0.5839, loss_cls: 3.0544, loss: 3.0544, grad_norm: 1.3356 2020-07-17 15:56:04,538 - mmaction - INFO - Epoch [47][1040/1253] lr: 2.767e-01, eta: 3 days, 18:06:31, time: 1.083, data_time: 0.003, memory: 9061, top1_acc: 0.3219, top5_acc: 0.5594, loss_cls: 3.1688, loss: 3.1688, grad_norm: 1.3238 2020-07-17 15:56:28,960 - mmaction - INFO - Epoch [47][1060/1253] lr: 2.767e-01, eta: 3 days, 18:06:05, time: 1.221, data_time: 0.071, memory: 9061, top1_acc: 0.3229, top5_acc: 0.5747, loss_cls: 3.0982, loss: 3.0982, grad_norm: 1.3210 2020-07-17 15:56:50,752 - mmaction - INFO - Epoch [47][1080/1253] lr: 2.767e-01, eta: 3 days, 18:05:27, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.3068, top5_acc: 0.5714, loss_cls: 3.1758, loss: 3.1758, grad_norm: 1.3233 2020-07-17 15:57:12,365 - mmaction - INFO - Epoch [47][1100/1253] lr: 2.767e-01, eta: 3 days, 18:04:48, time: 1.081, data_time: 0.002, memory: 9061, top1_acc: 0.3208, top5_acc: 0.5714, loss_cls: 3.1496, loss: 3.1496, grad_norm: 1.3398 2020-07-17 15:57:34,108 - mmaction - INFO - Epoch [47][1120/1253] lr: 2.767e-01, eta: 3 days, 18:04:10, time: 1.086, data_time: 0.002, memory: 9061, top1_acc: 0.3299, top5_acc: 0.5797, loss_cls: 3.1080, loss: 3.1080, grad_norm: 1.3284 2020-07-17 15:57:55,850 - mmaction - INFO - Epoch [47][1140/1253] lr: 2.767e-01, eta: 3 days, 18:03:32, time: 1.087, data_time: 0.009, memory: 9061, top1_acc: 0.3315, top5_acc: 0.5805, loss_cls: 3.1081, loss: 3.1081, grad_norm: 1.3108 2020-07-17 15:58:17,467 - mmaction - INFO - Epoch [47][1160/1253] lr: 2.767e-01, eta: 3 days, 18:02:53, time: 1.080, data_time: 0.003, memory: 9061, top1_acc: 0.3214, top5_acc: 0.5737, loss_cls: 3.1327, loss: 3.1327, grad_norm: 1.3511 2020-07-17 15:58:39,231 - mmaction - INFO - Epoch [47][1180/1253] lr: 2.767e-01, eta: 3 days, 18:02:15, time: 1.089, data_time: 0.004, memory: 9061, top1_acc: 0.3297, top5_acc: 0.5836, loss_cls: 3.0615, loss: 3.0615, grad_norm: 1.3281 2020-07-17 15:59:00,963 - mmaction - INFO - Epoch [47][1200/1253] lr: 2.767e-01, eta: 3 days, 18:01:37, time: 1.088, data_time: 0.008, memory: 9061, top1_acc: 0.3359, top5_acc: 0.5813, loss_cls: 3.0741, loss: 3.0741, grad_norm: 1.3361 2020-07-17 15:59:22,575 - mmaction - INFO - Epoch [47][1220/1253] lr: 2.767e-01, eta: 3 days, 18:00:58, time: 1.079, data_time: 0.001, memory: 9061, top1_acc: 0.3404, top5_acc: 0.5888, loss_cls: 3.0392, loss: 3.0392, grad_norm: 1.3359 2020-07-17 15:59:44,291 - mmaction - INFO - Epoch [47][1240/1253] lr: 2.767e-01, eta: 3 days, 18:00:20, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3195, top5_acc: 0.5771, loss_cls: 3.0993, loss: 3.0993, grad_norm: 1.3370 2020-07-17 16:04:50,023 - mmaction - INFO - Epoch [48][20/1253] lr: 2.757e-01, eta: 3 days, 18:17:07, time: 13.834, data_time: 12.537, memory: 9061, top1_acc: 0.3310, top5_acc: 0.5794, loss_cls: 3.0651, loss: 3.0651, grad_norm: 1.3486 2020-07-17 16:05:11,733 - mmaction - INFO - Epoch [48][40/1253] lr: 2.757e-01, eta: 3 days, 18:16:32, time: 1.127, data_time: 0.045, memory: 9061, top1_acc: 0.3331, top5_acc: 0.5956, loss_cls: 3.0384, loss: 3.0384, grad_norm: 1.3032 2020-07-17 16:05:33,635 - mmaction - INFO - Epoch [48][60/1253] lr: 2.757e-01, eta: 3 days, 18:15:55, time: 1.095, data_time: 0.003, memory: 9061, top1_acc: 0.3128, top5_acc: 0.5685, loss_cls: 3.1377, loss: 3.1377, grad_norm: 1.3529 2020-07-17 16:05:55,321 - mmaction - INFO - Epoch [48][80/1253] lr: 2.757e-01, eta: 3 days, 18:15:16, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3362, top5_acc: 0.5836, loss_cls: 3.0603, loss: 3.0603, grad_norm: 1.3063 2020-07-17 16:06:16,983 - mmaction - INFO - Epoch [48][100/1253] lr: 2.757e-01, eta: 3 days, 18:14:37, time: 1.083, data_time: 0.003, memory: 9061, top1_acc: 0.3315, top5_acc: 0.5828, loss_cls: 3.0589, loss: 3.0589, grad_norm: 1.3409 2020-07-17 16:06:38,726 - mmaction - INFO - Epoch [48][120/1253] lr: 2.757e-01, eta: 3 days, 18:13:59, time: 1.087, data_time: 0.002, memory: 9061, top1_acc: 0.3315, top5_acc: 0.5969, loss_cls: 3.0199, loss: 3.0199, grad_norm: 1.3549 2020-07-17 16:07:00,388 - mmaction - INFO - Epoch [48][140/1253] lr: 2.757e-01, eta: 3 days, 18:13:20, time: 1.083, data_time: 0.002, memory: 9061, top1_acc: 0.3154, top5_acc: 0.5716, loss_cls: 3.1363, loss: 3.1363, grad_norm: 1.3514 2020-07-17 16:07:22,359 - mmaction - INFO - Epoch [48][160/1253] lr: 2.757e-01, eta: 3 days, 18:12:42, time: 1.098, data_time: 0.010, memory: 9061, top1_acc: 0.3135, top5_acc: 0.5753, loss_cls: 3.1589, loss: 3.1589, grad_norm: 1.3376 2020-07-17 16:07:44,024 - mmaction - INFO - Epoch [48][180/1253] lr: 2.757e-01, eta: 3 days, 18:12:03, time: 1.083, data_time: 0.003, memory: 9061, top1_acc: 0.3185, top5_acc: 0.5690, loss_cls: 3.1263, loss: 3.1263, grad_norm: 1.3146 2020-07-17 16:08:05,873 - mmaction - INFO - Epoch [48][200/1253] lr: 2.757e-01, eta: 3 days, 18:11:26, time: 1.093, data_time: 0.003, memory: 9061, top1_acc: 0.3310, top5_acc: 0.5909, loss_cls: 3.0522, loss: 3.0522, grad_norm: 1.3352 2020-07-17 16:08:27,476 - mmaction - INFO - Epoch [48][220/1253] lr: 2.757e-01, eta: 3 days, 18:10:46, time: 1.080, data_time: 0.002, memory: 9061, top1_acc: 0.3253, top5_acc: 0.5706, loss_cls: 3.1214, loss: 3.1214, grad_norm: 1.3419 2020-07-17 16:08:49,126 - mmaction - INFO - Epoch [48][240/1253] lr: 2.757e-01, eta: 3 days, 18:10:08, time: 1.082, data_time: 0.003, memory: 9061, top1_acc: 0.3349, top5_acc: 0.5893, loss_cls: 3.0307, loss: 3.0307, grad_norm: 1.3233 2020-07-17 16:09:10,755 - mmaction - INFO - Epoch [48][260/1253] lr: 2.757e-01, eta: 3 days, 18:09:29, time: 1.081, data_time: 0.003, memory: 9061, top1_acc: 0.3250, top5_acc: 0.5841, loss_cls: 3.0710, loss: 3.0710, grad_norm: 1.3551 2020-07-17 16:09:32,497 - mmaction - INFO - Epoch [48][280/1253] lr: 2.757e-01, eta: 3 days, 18:08:50, time: 1.090, data_time: 0.005, memory: 9061, top1_acc: 0.3164, top5_acc: 0.5719, loss_cls: 3.1056, loss: 3.1056, grad_norm: 1.3109 2020-07-17 16:09:54,259 - mmaction - INFO - Epoch [48][300/1253] lr: 2.757e-01, eta: 3 days, 18:08:12, time: 1.087, data_time: 0.002, memory: 9061, top1_acc: 0.3284, top5_acc: 0.5750, loss_cls: 3.1376, loss: 3.1376, grad_norm: 1.3475 2020-07-17 16:10:15,991 - mmaction - INFO - Epoch [48][320/1253] lr: 2.757e-01, eta: 3 days, 18:07:34, time: 1.086, data_time: 0.002, memory: 9061, top1_acc: 0.3221, top5_acc: 0.5760, loss_cls: 3.0713, loss: 3.0713, grad_norm: 1.3353 2020-07-17 16:10:37,752 - mmaction - INFO - Epoch [48][340/1253] lr: 2.757e-01, eta: 3 days, 18:06:55, time: 1.089, data_time: 0.005, memory: 9061, top1_acc: 0.3255, top5_acc: 0.5802, loss_cls: 3.1150, loss: 3.1150, grad_norm: 1.3361 2020-07-17 16:10:59,559 - mmaction - INFO - Epoch [48][360/1253] lr: 2.757e-01, eta: 3 days, 18:06:17, time: 1.090, data_time: 0.002, memory: 9061, top1_acc: 0.3206, top5_acc: 0.5651, loss_cls: 3.1380, loss: 3.1380, grad_norm: 1.3162 2020-07-17 16:11:21,308 - mmaction - INFO - Epoch [48][380/1253] lr: 2.757e-01, eta: 3 days, 18:05:39, time: 1.086, data_time: 0.002, memory: 9061, top1_acc: 0.3346, top5_acc: 0.5768, loss_cls: 3.0596, loss: 3.0596, grad_norm: 1.3226 2020-07-17 16:11:42,958 - mmaction - INFO - Epoch [48][400/1253] lr: 2.757e-01, eta: 3 days, 18:05:00, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3354, top5_acc: 0.5859, loss_cls: 3.0749, loss: 3.0749, grad_norm: 1.3490 2020-07-17 16:12:04,616 - mmaction - INFO - Epoch [48][420/1253] lr: 2.757e-01, eta: 3 days, 18:04:22, time: 1.082, data_time: 0.002, memory: 9061, top1_acc: 0.3263, top5_acc: 0.5841, loss_cls: 3.0993, loss: 3.0993, grad_norm: 1.3421 2020-07-17 16:12:26,432 - mmaction - INFO - Epoch [48][440/1253] lr: 2.757e-01, eta: 3 days, 18:03:44, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.3107, top5_acc: 0.5789, loss_cls: 3.1186, loss: 3.1186, grad_norm: 1.3281 2020-07-17 16:12:48,184 - mmaction - INFO - Epoch [48][460/1253] lr: 2.757e-01, eta: 3 days, 18:03:05, time: 1.089, data_time: 0.004, memory: 9061, top1_acc: 0.3240, top5_acc: 0.5706, loss_cls: 3.1375, loss: 3.1375, grad_norm: 1.3168 2020-07-17 16:13:09,853 - mmaction - INFO - Epoch [48][480/1253] lr: 2.757e-01, eta: 3 days, 18:02:27, time: 1.084, data_time: 0.002, memory: 9061, top1_acc: 0.3242, top5_acc: 0.5810, loss_cls: 3.1052, loss: 3.1052, grad_norm: 1.3293 2020-07-17 16:13:31,713 - mmaction - INFO - Epoch [48][500/1253] lr: 2.757e-01, eta: 3 days, 18:01:49, time: 1.092, data_time: 0.002, memory: 9061, top1_acc: 0.3260, top5_acc: 0.5740, loss_cls: 3.1163, loss: 3.1163, grad_norm: 1.3361 2020-07-17 16:13:53,416 - mmaction - INFO - Epoch [48][520/1253] lr: 2.757e-01, eta: 3 days, 18:01:11, time: 1.085, data_time: 0.002, memory: 9061, top1_acc: 0.3297, top5_acc: 0.5896, loss_cls: 3.0521, loss: 3.0521, grad_norm: 1.3546 2020-07-17 16:14:15,058 - mmaction - INFO - Epoch [48][540/1253] lr: 2.757e-01, eta: 3 days, 18:00:32, time: 1.082, data_time: 0.003, memory: 9061, top1_acc: 0.3391, top5_acc: 0.5833, loss_cls: 3.0452, loss: 3.0452, grad_norm: 1.3369 2020-07-17 16:14:36,830 - mmaction - INFO - Epoch [48][560/1253] lr: 2.757e-01, eta: 3 days, 17:59:54, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3297, top5_acc: 0.5677, loss_cls: 3.1186, loss: 3.1186, grad_norm: 1.2938 2020-07-17 16:14:58,540 - mmaction - INFO - Epoch [48][580/1253] lr: 2.757e-01, eta: 3 days, 17:59:15, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3326, top5_acc: 0.5846, loss_cls: 3.0578, loss: 3.0578, grad_norm: 1.3340 2020-07-17 16:15:20,381 - mmaction - INFO - Epoch [48][600/1253] lr: 2.757e-01, eta: 3 days, 17:58:38, time: 1.095, data_time: 0.004, memory: 9061, top1_acc: 0.3250, top5_acc: 0.5878, loss_cls: 3.0777, loss: 3.0777, grad_norm: 1.3456 2020-07-17 16:15:42,072 - mmaction - INFO - Epoch [48][620/1253] lr: 2.757e-01, eta: 3 days, 17:57:59, time: 1.082, data_time: 0.001, memory: 9061, top1_acc: 0.3352, top5_acc: 0.5875, loss_cls: 3.0681, loss: 3.0681, grad_norm: 1.3259 2020-07-17 16:16:03,817 - mmaction - INFO - Epoch [48][640/1253] lr: 2.757e-01, eta: 3 days, 17:57:21, time: 1.087, data_time: 0.004, memory: 9061, top1_acc: 0.3211, top5_acc: 0.5750, loss_cls: 3.1395, loss: 3.1395, grad_norm: 1.3211 2020-07-17 16:16:25,580 - mmaction - INFO - Epoch [48][660/1253] lr: 2.757e-01, eta: 3 days, 17:56:43, time: 1.089, data_time: 0.004, memory: 9061, top1_acc: 0.3268, top5_acc: 0.5854, loss_cls: 3.0623, loss: 3.0623, grad_norm: 1.3414 2020-07-17 16:16:47,342 - mmaction - INFO - Epoch [48][680/1253] lr: 2.757e-01, eta: 3 days, 17:56:05, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3174, top5_acc: 0.5742, loss_cls: 3.1377, loss: 3.1377, grad_norm: 1.3757 2020-07-17 16:17:09,056 - mmaction - INFO - Epoch [48][700/1253] lr: 2.757e-01, eta: 3 days, 17:55:27, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3188, top5_acc: 0.5672, loss_cls: 3.1516, loss: 3.1516, grad_norm: 1.3068 2020-07-17 16:17:30,793 - mmaction - INFO - Epoch [48][720/1253] lr: 2.757e-01, eta: 3 days, 17:54:48, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3260, top5_acc: 0.5849, loss_cls: 3.0833, loss: 3.0833, grad_norm: 1.3184 2020-07-17 16:17:52,677 - mmaction - INFO - Epoch [48][740/1253] lr: 2.757e-01, eta: 3 days, 17:54:11, time: 1.095, data_time: 0.005, memory: 9061, top1_acc: 0.3094, top5_acc: 0.5633, loss_cls: 3.1800, loss: 3.1800, grad_norm: 1.3316 2020-07-17 16:18:14,459 - mmaction - INFO - Epoch [48][760/1253] lr: 2.757e-01, eta: 3 days, 17:53:33, time: 1.090, data_time: 0.004, memory: 9061, top1_acc: 0.3182, top5_acc: 0.5784, loss_cls: 3.1175, loss: 3.1175, grad_norm: 1.3363 2020-07-17 16:18:36,211 - mmaction - INFO - Epoch [48][780/1253] lr: 2.757e-01, eta: 3 days, 17:52:55, time: 1.088, data_time: 0.006, memory: 9061, top1_acc: 0.3206, top5_acc: 0.5732, loss_cls: 3.1191, loss: 3.1191, grad_norm: 1.3103 2020-07-17 16:18:57,984 - mmaction - INFO - Epoch [48][800/1253] lr: 2.757e-01, eta: 3 days, 17:52:17, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.3294, top5_acc: 0.5779, loss_cls: 3.0708, loss: 3.0708, grad_norm: 1.3510 2020-07-17 16:19:19,579 - mmaction - INFO - Epoch [48][820/1253] lr: 2.757e-01, eta: 3 days, 17:51:38, time: 1.079, data_time: 0.001, memory: 9061, top1_acc: 0.3193, top5_acc: 0.5680, loss_cls: 3.1096, loss: 3.1096, grad_norm: 1.3460 2020-07-17 16:19:41,299 - mmaction - INFO - Epoch [48][840/1253] lr: 2.757e-01, eta: 3 days, 17:51:00, time: 1.084, data_time: 0.002, memory: 9061, top1_acc: 0.3268, top5_acc: 0.5779, loss_cls: 3.0932, loss: 3.0932, grad_norm: 1.3549 2020-07-17 16:20:03,092 - mmaction - INFO - Epoch [48][860/1253] lr: 2.757e-01, eta: 3 days, 17:50:22, time: 1.091, data_time: 0.004, memory: 9061, top1_acc: 0.3266, top5_acc: 0.5885, loss_cls: 3.0847, loss: 3.0847, grad_norm: 1.3141 2020-07-17 16:20:25,204 - mmaction - INFO - Epoch [48][880/1253] lr: 2.757e-01, eta: 3 days, 17:49:46, time: 1.105, data_time: 0.002, memory: 9061, top1_acc: 0.3271, top5_acc: 0.5849, loss_cls: 3.0877, loss: 3.0877, grad_norm: 1.3250 2020-07-17 16:20:46,870 - mmaction - INFO - Epoch [48][900/1253] lr: 2.757e-01, eta: 3 days, 17:49:07, time: 1.082, data_time: 0.003, memory: 9061, top1_acc: 0.3219, top5_acc: 0.5763, loss_cls: 3.0768, loss: 3.0768, grad_norm: 1.3119 2020-07-17 16:21:08,634 - mmaction - INFO - Epoch [48][920/1253] lr: 2.757e-01, eta: 3 days, 17:48:30, time: 1.089, data_time: 0.004, memory: 9061, top1_acc: 0.3255, top5_acc: 0.5794, loss_cls: 3.0996, loss: 3.0996, grad_norm: 1.3315 2020-07-17 16:21:30,388 - mmaction - INFO - Epoch [48][940/1253] lr: 2.757e-01, eta: 3 days, 17:47:52, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3234, top5_acc: 0.5732, loss_cls: 3.0927, loss: 3.0927, grad_norm: 1.3363 2020-07-17 16:21:52,195 - mmaction - INFO - Epoch [48][960/1253] lr: 2.757e-01, eta: 3 days, 17:47:14, time: 1.089, data_time: 0.002, memory: 9061, top1_acc: 0.3172, top5_acc: 0.5727, loss_cls: 3.1203, loss: 3.1203, grad_norm: 1.3224 2020-07-17 16:22:13,966 - mmaction - INFO - Epoch [48][980/1253] lr: 2.757e-01, eta: 3 days, 17:46:36, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.3232, top5_acc: 0.5620, loss_cls: 3.1773, loss: 3.1773, grad_norm: 1.3322 2020-07-17 16:22:35,678 - mmaction - INFO - Epoch [48][1000/1253] lr: 2.757e-01, eta: 3 days, 17:45:58, time: 1.084, data_time: 0.001, memory: 9061, top1_acc: 0.3289, top5_acc: 0.5750, loss_cls: 3.1182, loss: 3.1182, grad_norm: 1.3301 2020-07-17 16:22:57,502 - mmaction - INFO - Epoch [48][1020/1253] lr: 2.757e-01, eta: 3 days, 17:45:20, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.3372, top5_acc: 0.5776, loss_cls: 3.0745, loss: 3.0745, grad_norm: 1.3231 2020-07-17 16:23:19,249 - mmaction - INFO - Epoch [48][1040/1253] lr: 2.757e-01, eta: 3 days, 17:44:42, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3372, top5_acc: 0.5906, loss_cls: 3.1007, loss: 3.1007, grad_norm: 1.3680 2020-07-17 16:23:41,055 - mmaction - INFO - Epoch [48][1060/1253] lr: 2.757e-01, eta: 3 days, 17:44:05, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.3299, top5_acc: 0.5898, loss_cls: 3.0890, loss: 3.0890, grad_norm: 1.3354 2020-07-17 16:24:02,925 - mmaction - INFO - Epoch [48][1080/1253] lr: 2.757e-01, eta: 3 days, 17:43:27, time: 1.093, data_time: 0.002, memory: 9061, top1_acc: 0.3216, top5_acc: 0.5878, loss_cls: 3.0747, loss: 3.0747, grad_norm: 1.3058 2020-07-17 16:24:24,681 - mmaction - INFO - Epoch [48][1100/1253] lr: 2.757e-01, eta: 3 days, 17:42:49, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3232, top5_acc: 0.5740, loss_cls: 3.1412, loss: 3.1412, grad_norm: 1.3291 2020-07-17 16:24:46,516 - mmaction - INFO - Epoch [48][1120/1253] lr: 2.757e-01, eta: 3 days, 17:42:12, time: 1.093, data_time: 0.003, memory: 9061, top1_acc: 0.3294, top5_acc: 0.5974, loss_cls: 3.0288, loss: 3.0288, grad_norm: 1.3341 2020-07-17 16:25:08,157 - mmaction - INFO - Epoch [48][1140/1253] lr: 2.757e-01, eta: 3 days, 17:41:33, time: 1.081, data_time: 0.001, memory: 9061, top1_acc: 0.3224, top5_acc: 0.5862, loss_cls: 3.0825, loss: 3.0825, grad_norm: 1.3373 2020-07-17 16:25:29,838 - mmaction - INFO - Epoch [48][1160/1253] lr: 2.757e-01, eta: 3 days, 17:40:55, time: 1.083, data_time: 0.002, memory: 9061, top1_acc: 0.3352, top5_acc: 0.5898, loss_cls: 3.0511, loss: 3.0511, grad_norm: 1.3249 2020-07-17 16:25:51,568 - mmaction - INFO - Epoch [48][1180/1253] lr: 2.757e-01, eta: 3 days, 17:40:17, time: 1.088, data_time: 0.004, memory: 9061, top1_acc: 0.3331, top5_acc: 0.5883, loss_cls: 3.0669, loss: 3.0669, grad_norm: 1.3542 2020-07-17 16:26:13,433 - mmaction - INFO - Epoch [48][1200/1253] lr: 2.757e-01, eta: 3 days, 17:39:40, time: 1.093, data_time: 0.003, memory: 9061, top1_acc: 0.3214, top5_acc: 0.5703, loss_cls: 3.1174, loss: 3.1174, grad_norm: 1.3404 2020-07-17 16:26:35,157 - mmaction - INFO - Epoch [48][1220/1253] lr: 2.757e-01, eta: 3 days, 17:39:02, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3206, top5_acc: 0.5802, loss_cls: 3.0850, loss: 3.0850, grad_norm: 1.3380 2020-07-17 16:26:56,896 - mmaction - INFO - Epoch [48][1240/1253] lr: 2.757e-01, eta: 3 days, 17:38:24, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3122, top5_acc: 0.5635, loss_cls: 3.1600, loss: 3.1600, grad_norm: 1.3402 2020-07-17 16:27:17,198 - mmaction - INFO - Saving checkpoint at 48 epochs 2020-07-17 16:30:26,353 - mmaction - INFO - Epoch [49][20/1253] lr: 2.747e-01, eta: 3 days, 17:48:21, time: 9.399, data_time: 8.021, memory: 9061, top1_acc: 0.3313, top5_acc: 0.5867, loss_cls: 3.0586, loss: 3.0586, grad_norm: 1.3396 2020-07-17 16:30:48,125 - mmaction - INFO - Epoch [49][40/1253] lr: 2.747e-01, eta: 3 days, 17:47:43, time: 1.087, data_time: 0.001, memory: 9061, top1_acc: 0.3240, top5_acc: 0.5799, loss_cls: 3.0827, loss: 3.0827, grad_norm: 1.3127 2020-07-17 16:31:09,826 - mmaction - INFO - Epoch [49][60/1253] lr: 2.747e-01, eta: 3 days, 17:47:04, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3354, top5_acc: 0.5865, loss_cls: 3.0499, loss: 3.0499, grad_norm: 1.3262 2020-07-17 16:31:31,637 - mmaction - INFO - Epoch [49][80/1253] lr: 2.747e-01, eta: 3 days, 17:46:26, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.3375, top5_acc: 0.5836, loss_cls: 2.9998, loss: 2.9998, grad_norm: 1.3326 2020-07-17 16:31:53,262 - mmaction - INFO - Epoch [49][100/1253] lr: 2.747e-01, eta: 3 days, 17:45:48, time: 1.082, data_time: 0.003, memory: 9061, top1_acc: 0.3464, top5_acc: 0.5919, loss_cls: 3.0219, loss: 3.0219, grad_norm: 1.3773 2020-07-17 16:32:15,175 - mmaction - INFO - Epoch [49][120/1253] lr: 2.747e-01, eta: 3 days, 17:45:11, time: 1.096, data_time: 0.002, memory: 9061, top1_acc: 0.3294, top5_acc: 0.5810, loss_cls: 3.0731, loss: 3.0731, grad_norm: 1.3439 2020-07-17 16:32:36,935 - mmaction - INFO - Epoch [49][140/1253] lr: 2.747e-01, eta: 3 days, 17:44:33, time: 1.087, data_time: 0.002, memory: 9061, top1_acc: 0.3315, top5_acc: 0.5880, loss_cls: 3.0600, loss: 3.0600, grad_norm: 1.3506 2020-07-17 16:32:58,598 - mmaction - INFO - Epoch [49][160/1253] lr: 2.747e-01, eta: 3 days, 17:43:54, time: 1.083, data_time: 0.003, memory: 9061, top1_acc: 0.3268, top5_acc: 0.5779, loss_cls: 3.1086, loss: 3.1086, grad_norm: 1.3423 2020-07-17 16:33:20,227 - mmaction - INFO - Epoch [49][180/1253] lr: 2.747e-01, eta: 3 days, 17:43:16, time: 1.081, data_time: 0.003, memory: 9061, top1_acc: 0.3109, top5_acc: 0.5786, loss_cls: 3.1533, loss: 3.1533, grad_norm: 1.3362 2020-07-17 16:33:42,000 - mmaction - INFO - Epoch [49][200/1253] lr: 2.747e-01, eta: 3 days, 17:42:38, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.3313, top5_acc: 0.5776, loss_cls: 3.0434, loss: 3.0434, grad_norm: 1.3256 2020-07-17 16:34:03,635 - mmaction - INFO - Epoch [49][220/1253] lr: 2.747e-01, eta: 3 days, 17:41:59, time: 1.080, data_time: 0.002, memory: 9061, top1_acc: 0.3198, top5_acc: 0.5810, loss_cls: 3.1046, loss: 3.1046, grad_norm: 1.3221 2020-07-17 16:34:27,603 - mmaction - INFO - Epoch [49][240/1253] lr: 2.747e-01, eta: 3 days, 17:41:31, time: 1.199, data_time: 0.003, memory: 9061, top1_acc: 0.3234, top5_acc: 0.5698, loss_cls: 3.1298, loss: 3.1298, grad_norm: 1.3258 2020-07-17 16:34:49,246 - mmaction - INFO - Epoch [49][260/1253] lr: 2.747e-01, eta: 3 days, 17:40:52, time: 1.082, data_time: 0.002, memory: 9061, top1_acc: 0.3185, top5_acc: 0.5732, loss_cls: 3.1315, loss: 3.1315, grad_norm: 1.3241 2020-07-17 16:35:10,881 - mmaction - INFO - Epoch [49][280/1253] lr: 2.747e-01, eta: 3 days, 17:40:14, time: 1.080, data_time: 0.003, memory: 9061, top1_acc: 0.3240, top5_acc: 0.5677, loss_cls: 3.1116, loss: 3.1116, grad_norm: 1.3368 2020-07-17 16:35:32,640 - mmaction - INFO - Epoch [49][300/1253] lr: 2.747e-01, eta: 3 days, 17:39:36, time: 1.088, data_time: 0.005, memory: 9061, top1_acc: 0.3294, top5_acc: 0.5875, loss_cls: 3.1014, loss: 3.1014, grad_norm: 1.3380 2020-07-17 16:35:54,372 - mmaction - INFO - Epoch [49][320/1253] lr: 2.747e-01, eta: 3 days, 17:38:58, time: 1.087, data_time: 0.004, memory: 9061, top1_acc: 0.3313, top5_acc: 0.5841, loss_cls: 3.0732, loss: 3.0732, grad_norm: 1.3110 2020-07-17 16:36:16,050 - mmaction - INFO - Epoch [49][340/1253] lr: 2.747e-01, eta: 3 days, 17:38:20, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3292, top5_acc: 0.5805, loss_cls: 3.0922, loss: 3.0922, grad_norm: 1.3404 2020-07-17 16:36:37,858 - mmaction - INFO - Epoch [49][360/1253] lr: 2.747e-01, eta: 3 days, 17:37:42, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.3247, top5_acc: 0.5779, loss_cls: 3.1292, loss: 3.1292, grad_norm: 1.3272 2020-07-17 16:36:59,388 - mmaction - INFO - Epoch [49][380/1253] lr: 2.747e-01, eta: 3 days, 17:37:03, time: 1.077, data_time: 0.003, memory: 9061, top1_acc: 0.3234, top5_acc: 0.5818, loss_cls: 3.0782, loss: 3.0782, grad_norm: 1.3388 2020-07-17 16:37:21,085 - mmaction - INFO - Epoch [49][400/1253] lr: 2.747e-01, eta: 3 days, 17:36:25, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3313, top5_acc: 0.5758, loss_cls: 3.0775, loss: 3.0775, grad_norm: 1.3400 2020-07-17 16:37:42,724 - mmaction - INFO - Epoch [49][420/1253] lr: 2.747e-01, eta: 3 days, 17:35:47, time: 1.081, data_time: 0.003, memory: 9061, top1_acc: 0.3247, top5_acc: 0.5768, loss_cls: 3.0820, loss: 3.0820, grad_norm: 1.3310 2020-07-17 16:38:04,391 - mmaction - INFO - Epoch [49][440/1253] lr: 2.747e-01, eta: 3 days, 17:35:09, time: 1.085, data_time: 0.004, memory: 9061, top1_acc: 0.3375, top5_acc: 0.5961, loss_cls: 3.0565, loss: 3.0565, grad_norm: 1.3361 2020-07-17 16:38:26,006 - mmaction - INFO - Epoch [49][460/1253] lr: 2.747e-01, eta: 3 days, 17:34:30, time: 1.080, data_time: 0.002, memory: 9061, top1_acc: 0.3232, top5_acc: 0.5706, loss_cls: 3.1007, loss: 3.1007, grad_norm: 1.3378 2020-07-17 16:38:47,726 - mmaction - INFO - Epoch [49][480/1253] lr: 2.747e-01, eta: 3 days, 17:33:52, time: 1.085, data_time: 0.002, memory: 9061, top1_acc: 0.3307, top5_acc: 0.5854, loss_cls: 3.0351, loss: 3.0351, grad_norm: 1.3400 2020-07-17 16:39:09,528 - mmaction - INFO - Epoch [49][500/1253] lr: 2.747e-01, eta: 3 days, 17:33:15, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.3190, top5_acc: 0.5737, loss_cls: 3.1692, loss: 3.1692, grad_norm: 1.3522 2020-07-17 16:39:31,182 - mmaction - INFO - Epoch [49][520/1253] lr: 2.747e-01, eta: 3 days, 17:32:37, time: 1.083, data_time: 0.002, memory: 9061, top1_acc: 0.3258, top5_acc: 0.5891, loss_cls: 3.0579, loss: 3.0579, grad_norm: 1.3126 2020-07-17 16:39:52,985 - mmaction - INFO - Epoch [49][540/1253] lr: 2.747e-01, eta: 3 days, 17:31:59, time: 1.083, data_time: 0.002, memory: 9061, top1_acc: 0.3164, top5_acc: 0.5714, loss_cls: 3.0952, loss: 3.0952, grad_norm: 1.3350 2020-07-17 16:40:14,663 - mmaction - INFO - Epoch [49][560/1253] lr: 2.747e-01, eta: 3 days, 17:31:21, time: 1.089, data_time: 0.008, memory: 9061, top1_acc: 0.3326, top5_acc: 0.5784, loss_cls: 3.0750, loss: 3.0750, grad_norm: 1.3199 2020-07-17 16:40:36,525 - mmaction - INFO - Epoch [49][580/1253] lr: 2.747e-01, eta: 3 days, 17:30:44, time: 1.093, data_time: 0.003, memory: 9061, top1_acc: 0.3315, top5_acc: 0.5935, loss_cls: 3.0315, loss: 3.0315, grad_norm: 1.3389 2020-07-17 16:40:58,239 - mmaction - INFO - Epoch [49][600/1253] lr: 2.747e-01, eta: 3 days, 17:30:06, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3201, top5_acc: 0.5839, loss_cls: 3.0783, loss: 3.0783, grad_norm: 1.3543 2020-07-17 16:41:20,022 - mmaction - INFO - Epoch [49][620/1253] lr: 2.747e-01, eta: 3 days, 17:29:28, time: 1.088, data_time: 0.001, memory: 9061, top1_acc: 0.3380, top5_acc: 0.5872, loss_cls: 3.0747, loss: 3.0747, grad_norm: 1.3569 2020-07-17 16:41:41,779 - mmaction - INFO - Epoch [49][640/1253] lr: 2.747e-01, eta: 3 days, 17:28:50, time: 1.087, data_time: 0.002, memory: 9061, top1_acc: 0.3203, top5_acc: 0.5742, loss_cls: 3.1310, loss: 3.1310, grad_norm: 1.3496 2020-07-17 16:42:03,581 - mmaction - INFO - Epoch [49][660/1253] lr: 2.747e-01, eta: 3 days, 17:28:13, time: 1.091, data_time: 0.004, memory: 9061, top1_acc: 0.3245, top5_acc: 0.5826, loss_cls: 3.1146, loss: 3.1146, grad_norm: 1.3100 2020-07-17 16:42:25,200 - mmaction - INFO - Epoch [49][680/1253] lr: 2.747e-01, eta: 3 days, 17:27:35, time: 1.082, data_time: 0.002, memory: 9061, top1_acc: 0.3260, top5_acc: 0.5943, loss_cls: 3.0436, loss: 3.0436, grad_norm: 1.3305 2020-07-17 16:42:46,932 - mmaction - INFO - Epoch [49][700/1253] lr: 2.747e-01, eta: 3 days, 17:26:57, time: 1.086, data_time: 0.001, memory: 9061, top1_acc: 0.3414, top5_acc: 0.5940, loss_cls: 3.0322, loss: 3.0322, grad_norm: 1.3284 2020-07-17 16:43:08,789 - mmaction - INFO - Epoch [49][720/1253] lr: 2.747e-01, eta: 3 days, 17:26:19, time: 1.093, data_time: 0.002, memory: 9061, top1_acc: 0.3174, top5_acc: 0.5690, loss_cls: 3.1603, loss: 3.1603, grad_norm: 1.3234 2020-07-17 16:43:30,456 - mmaction - INFO - Epoch [49][740/1253] lr: 2.747e-01, eta: 3 days, 17:25:41, time: 1.083, data_time: 0.003, memory: 9061, top1_acc: 0.3073, top5_acc: 0.5648, loss_cls: 3.1490, loss: 3.1490, grad_norm: 1.3386 2020-07-17 16:43:52,100 - mmaction - INFO - Epoch [49][760/1253] lr: 2.747e-01, eta: 3 days, 17:25:03, time: 1.082, data_time: 0.003, memory: 9061, top1_acc: 0.3333, top5_acc: 0.5823, loss_cls: 3.0878, loss: 3.0878, grad_norm: 1.3379 2020-07-17 16:44:13,721 - mmaction - INFO - Epoch [49][780/1253] lr: 2.747e-01, eta: 3 days, 17:24:25, time: 1.083, data_time: 0.004, memory: 9061, top1_acc: 0.3198, top5_acc: 0.5755, loss_cls: 3.1080, loss: 3.1080, grad_norm: 1.3423 2020-07-17 16:44:35,370 - mmaction - INFO - Epoch [49][800/1253] lr: 2.747e-01, eta: 3 days, 17:23:47, time: 1.083, data_time: 0.001, memory: 9061, top1_acc: 0.3263, top5_acc: 0.5818, loss_cls: 3.1099, loss: 3.1099, grad_norm: 1.3395 2020-07-17 16:44:56,960 - mmaction - INFO - Epoch [49][820/1253] lr: 2.747e-01, eta: 3 days, 17:23:09, time: 1.077, data_time: 0.001, memory: 9061, top1_acc: 0.3438, top5_acc: 0.5820, loss_cls: 3.0816, loss: 3.0816, grad_norm: 1.3374 2020-07-17 16:45:18,637 - mmaction - INFO - Epoch [49][840/1253] lr: 2.747e-01, eta: 3 days, 17:22:31, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3307, top5_acc: 0.5878, loss_cls: 3.0690, loss: 3.0690, grad_norm: 1.3208 2020-07-17 16:45:40,266 - mmaction - INFO - Epoch [49][860/1253] lr: 2.747e-01, eta: 3 days, 17:21:52, time: 1.081, data_time: 0.003, memory: 9061, top1_acc: 0.3253, top5_acc: 0.5680, loss_cls: 3.1421, loss: 3.1421, grad_norm: 1.3466 2020-07-17 16:46:01,961 - mmaction - INFO - Epoch [49][880/1253] lr: 2.747e-01, eta: 3 days, 17:21:15, time: 1.087, data_time: 0.004, memory: 9061, top1_acc: 0.3112, top5_acc: 0.5622, loss_cls: 3.1526, loss: 3.1526, grad_norm: 1.3266 2020-07-17 16:46:23,694 - mmaction - INFO - Epoch [49][900/1253] lr: 2.747e-01, eta: 3 days, 17:20:37, time: 1.086, data_time: 0.002, memory: 9061, top1_acc: 0.3333, top5_acc: 0.5893, loss_cls: 3.0419, loss: 3.0419, grad_norm: 1.3185 2020-07-17 16:46:45,511 - mmaction - INFO - Epoch [49][920/1253] lr: 2.747e-01, eta: 3 days, 17:20:00, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.3182, top5_acc: 0.5708, loss_cls: 3.1403, loss: 3.1403, grad_norm: 1.3596 2020-07-17 16:47:07,160 - mmaction - INFO - Epoch [49][940/1253] lr: 2.747e-01, eta: 3 days, 17:19:22, time: 1.083, data_time: 0.003, memory: 9061, top1_acc: 0.3185, top5_acc: 0.5661, loss_cls: 3.1244, loss: 3.1244, grad_norm: 1.3249 2020-07-17 16:47:28,861 - mmaction - INFO - Epoch [49][960/1253] lr: 2.747e-01, eta: 3 days, 17:18:44, time: 1.084, data_time: 0.002, memory: 9061, top1_acc: 0.3161, top5_acc: 0.5680, loss_cls: 3.1470, loss: 3.1470, grad_norm: 1.3089 2020-07-17 16:47:50,473 - mmaction - INFO - Epoch [49][980/1253] lr: 2.747e-01, eta: 3 days, 17:18:06, time: 1.082, data_time: 0.003, memory: 9061, top1_acc: 0.3299, top5_acc: 0.5880, loss_cls: 3.0531, loss: 3.0531, grad_norm: 1.3375 2020-07-17 16:48:12,170 - mmaction - INFO - Epoch [49][1000/1253] lr: 2.747e-01, eta: 3 days, 17:17:28, time: 1.085, data_time: 0.002, memory: 9061, top1_acc: 0.3297, top5_acc: 0.5885, loss_cls: 3.0660, loss: 3.0660, grad_norm: 1.3459 2020-07-17 16:48:33,802 - mmaction - INFO - Epoch [49][1020/1253] lr: 2.747e-01, eta: 3 days, 17:16:50, time: 1.079, data_time: 0.002, memory: 9061, top1_acc: 0.3318, top5_acc: 0.5820, loss_cls: 3.0881, loss: 3.0881, grad_norm: 1.3347 2020-07-17 16:48:55,563 - mmaction - INFO - Epoch [49][1040/1253] lr: 2.747e-01, eta: 3 days, 17:16:12, time: 1.090, data_time: 0.005, memory: 9061, top1_acc: 0.3404, top5_acc: 0.5992, loss_cls: 3.0131, loss: 3.0131, grad_norm: 1.3392 2020-07-17 16:49:17,346 - mmaction - INFO - Epoch [49][1060/1253] lr: 2.747e-01, eta: 3 days, 17:15:35, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.3164, top5_acc: 0.5815, loss_cls: 3.1079, loss: 3.1079, grad_norm: 1.3296 2020-07-17 16:49:39,195 - mmaction - INFO - Epoch [49][1080/1253] lr: 2.747e-01, eta: 3 days, 17:14:58, time: 1.094, data_time: 0.003, memory: 9061, top1_acc: 0.3297, top5_acc: 0.5609, loss_cls: 3.1570, loss: 3.1570, grad_norm: 1.3443 2020-07-17 16:50:01,016 - mmaction - INFO - Epoch [49][1100/1253] lr: 2.747e-01, eta: 3 days, 17:14:21, time: 1.090, data_time: 0.001, memory: 9061, top1_acc: 0.3276, top5_acc: 0.5844, loss_cls: 3.0988, loss: 3.0988, grad_norm: 1.3390 2020-07-17 16:50:22,747 - mmaction - INFO - Epoch [49][1120/1253] lr: 2.747e-01, eta: 3 days, 17:13:43, time: 1.086, data_time: 0.002, memory: 9061, top1_acc: 0.3286, top5_acc: 0.5885, loss_cls: 3.0394, loss: 3.0394, grad_norm: 1.3220 2020-07-17 16:50:44,483 - mmaction - INFO - Epoch [49][1140/1253] lr: 2.747e-01, eta: 3 days, 17:13:06, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3323, top5_acc: 0.5883, loss_cls: 3.0520, loss: 3.0520, grad_norm: 1.3277 2020-07-17 16:51:06,214 - mmaction - INFO - Epoch [49][1160/1253] lr: 2.747e-01, eta: 3 days, 17:12:28, time: 1.086, data_time: 0.002, memory: 9061, top1_acc: 0.3099, top5_acc: 0.5833, loss_cls: 3.1422, loss: 3.1422, grad_norm: 1.3711 2020-07-17 16:51:29,373 - mmaction - INFO - Epoch [49][1180/1253] lr: 2.747e-01, eta: 3 days, 17:11:56, time: 1.158, data_time: 0.045, memory: 9061, top1_acc: 0.3208, top5_acc: 0.5773, loss_cls: 3.1155, loss: 3.1155, grad_norm: 1.3255 2020-07-17 16:51:50,992 - mmaction - INFO - Epoch [49][1200/1253] lr: 2.747e-01, eta: 3 days, 17:11:18, time: 1.081, data_time: 0.003, memory: 9061, top1_acc: 0.3091, top5_acc: 0.5698, loss_cls: 3.1394, loss: 3.1394, grad_norm: 1.3126 2020-07-17 16:52:12,657 - mmaction - INFO - Epoch [49][1220/1253] lr: 2.747e-01, eta: 3 days, 17:10:41, time: 1.083, data_time: 0.003, memory: 9061, top1_acc: 0.3216, top5_acc: 0.5784, loss_cls: 3.0864, loss: 3.0864, grad_norm: 1.3204 2020-07-17 16:52:34,387 - mmaction - INFO - Epoch [49][1240/1253] lr: 2.747e-01, eta: 3 days, 17:10:03, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3294, top5_acc: 0.5859, loss_cls: 3.0586, loss: 3.0586, grad_norm: 1.3710 2020-07-17 16:55:57,245 - mmaction - INFO - Epoch [50][20/1253] lr: 2.737e-01, eta: 3 days, 17:19:15, time: 9.067, data_time: 7.894, memory: 9061, top1_acc: 0.3352, top5_acc: 0.5716, loss_cls: 3.0994, loss: 3.0994, grad_norm: 1.3293 2020-07-17 16:56:19,024 - mmaction - INFO - Epoch [50][40/1253] lr: 2.737e-01, eta: 3 days, 17:18:38, time: 1.089, data_time: 0.002, memory: 9061, top1_acc: 0.3404, top5_acc: 0.5859, loss_cls: 3.0478, loss: 3.0478, grad_norm: 1.3354 2020-07-17 16:56:40,815 - mmaction - INFO - Epoch [50][60/1253] lr: 2.737e-01, eta: 3 days, 17:18:00, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3266, top5_acc: 0.5896, loss_cls: 3.0753, loss: 3.0753, grad_norm: 1.3306 2020-07-17 16:57:02,559 - mmaction - INFO - Epoch [50][80/1253] lr: 2.737e-01, eta: 3 days, 17:17:23, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3388, top5_acc: 0.5813, loss_cls: 3.0436, loss: 3.0436, grad_norm: 1.3333 2020-07-17 16:57:24,255 - mmaction - INFO - Epoch [50][100/1253] lr: 2.737e-01, eta: 3 days, 17:16:45, time: 1.083, data_time: 0.001, memory: 9061, top1_acc: 0.3273, top5_acc: 0.5818, loss_cls: 3.0537, loss: 3.0537, grad_norm: 1.3208 2020-07-17 16:57:46,055 - mmaction - INFO - Epoch [50][120/1253] lr: 2.737e-01, eta: 3 days, 17:16:08, time: 1.091, data_time: 0.011, memory: 9061, top1_acc: 0.3253, top5_acc: 0.5862, loss_cls: 3.0823, loss: 3.0823, grad_norm: 1.3316 2020-07-17 16:58:08,045 - mmaction - INFO - Epoch [50][140/1253] lr: 2.737e-01, eta: 3 days, 17:15:31, time: 1.099, data_time: 0.009, memory: 9061, top1_acc: 0.3297, top5_acc: 0.5729, loss_cls: 3.0974, loss: 3.0974, grad_norm: 1.3685 2020-07-17 16:58:29,957 - mmaction - INFO - Epoch [50][160/1253] lr: 2.737e-01, eta: 3 days, 17:14:54, time: 1.096, data_time: 0.003, memory: 9061, top1_acc: 0.3240, top5_acc: 0.5771, loss_cls: 3.1401, loss: 3.1401, grad_norm: 1.3163 2020-07-17 16:58:51,614 - mmaction - INFO - Epoch [50][180/1253] lr: 2.737e-01, eta: 3 days, 17:14:16, time: 1.082, data_time: 0.003, memory: 9061, top1_acc: 0.3276, top5_acc: 0.5799, loss_cls: 3.0939, loss: 3.0939, grad_norm: 1.3272 2020-07-17 16:59:13,357 - mmaction - INFO - Epoch [50][200/1253] lr: 2.737e-01, eta: 3 days, 17:13:38, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3424, top5_acc: 0.5974, loss_cls: 3.0204, loss: 3.0204, grad_norm: 1.3282 2020-07-17 16:59:35,115 - mmaction - INFO - Epoch [50][220/1253] lr: 2.737e-01, eta: 3 days, 17:13:01, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3510, top5_acc: 0.5859, loss_cls: 3.0294, loss: 3.0294, grad_norm: 1.3290 2020-07-17 16:59:56,888 - mmaction - INFO - Epoch [50][240/1253] lr: 2.737e-01, eta: 3 days, 17:12:24, time: 1.089, data_time: 0.008, memory: 9061, top1_acc: 0.3242, top5_acc: 0.5776, loss_cls: 3.0990, loss: 3.0990, grad_norm: 1.3224 2020-07-17 17:00:27,846 - mmaction - INFO - Epoch [50][260/1253] lr: 2.737e-01, eta: 3 days, 17:12:19, time: 1.482, data_time: 0.002, memory: 9061, top1_acc: 0.3349, top5_acc: 0.5833, loss_cls: 3.0472, loss: 3.0472, grad_norm: 1.3014 2020-07-17 17:00:49,788 - mmaction - INFO - Epoch [50][280/1253] lr: 2.737e-01, eta: 3 days, 17:11:48, time: 1.162, data_time: 0.075, memory: 9061, top1_acc: 0.3208, top5_acc: 0.5745, loss_cls: 3.1307, loss: 3.1307, grad_norm: 1.3348 2020-07-17 17:01:11,448 - mmaction - INFO - Epoch [50][300/1253] lr: 2.737e-01, eta: 3 days, 17:11:10, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3258, top5_acc: 0.5828, loss_cls: 3.1001, loss: 3.1001, grad_norm: 1.3242 2020-07-17 17:01:33,245 - mmaction - INFO - Epoch [50][320/1253] lr: 2.737e-01, eta: 3 days, 17:10:33, time: 1.090, data_time: 0.002, memory: 9061, top1_acc: 0.3336, top5_acc: 0.5927, loss_cls: 3.0467, loss: 3.0467, grad_norm: 1.3428 2020-07-17 17:01:55,022 - mmaction - INFO - Epoch [50][340/1253] lr: 2.737e-01, eta: 3 days, 17:09:55, time: 1.087, data_time: 0.002, memory: 9061, top1_acc: 0.3286, top5_acc: 0.5836, loss_cls: 3.1166, loss: 3.1166, grad_norm: 1.3356 2020-07-17 17:02:16,704 - mmaction - INFO - Epoch [50][360/1253] lr: 2.737e-01, eta: 3 days, 17:09:17, time: 1.084, data_time: 0.004, memory: 9061, top1_acc: 0.3427, top5_acc: 0.5914, loss_cls: 3.0379, loss: 3.0379, grad_norm: 1.3299 2020-07-17 17:02:38,418 - mmaction - INFO - Epoch [50][380/1253] lr: 2.737e-01, eta: 3 days, 17:08:40, time: 1.086, data_time: 0.004, memory: 9061, top1_acc: 0.3297, top5_acc: 0.5805, loss_cls: 3.0589, loss: 3.0589, grad_norm: 1.3533 2020-07-17 17:03:00,133 - mmaction - INFO - Epoch [50][400/1253] lr: 2.737e-01, eta: 3 days, 17:08:02, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3245, top5_acc: 0.5737, loss_cls: 3.1302, loss: 3.1302, grad_norm: 1.3182 2020-07-17 17:03:21,781 - mmaction - INFO - Epoch [50][420/1253] lr: 2.737e-01, eta: 3 days, 17:07:24, time: 1.082, data_time: 0.002, memory: 9061, top1_acc: 0.3383, top5_acc: 0.5901, loss_cls: 3.0534, loss: 3.0534, grad_norm: 1.3240 2020-07-17 17:03:43,645 - mmaction - INFO - Epoch [50][440/1253] lr: 2.737e-01, eta: 3 days, 17:06:47, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.3378, top5_acc: 0.5771, loss_cls: 3.0704, loss: 3.0704, grad_norm: 1.3291 2020-07-17 17:04:05,363 - mmaction - INFO - Epoch [50][460/1253] lr: 2.737e-01, eta: 3 days, 17:06:10, time: 1.087, data_time: 0.005, memory: 9061, top1_acc: 0.3234, top5_acc: 0.5820, loss_cls: 3.0920, loss: 3.0920, grad_norm: 1.3486 2020-07-17 17:04:27,042 - mmaction - INFO - Epoch [50][480/1253] lr: 2.737e-01, eta: 3 days, 17:05:32, time: 1.085, data_time: 0.004, memory: 9061, top1_acc: 0.3154, top5_acc: 0.5776, loss_cls: 3.1190, loss: 3.1190, grad_norm: 1.3599 2020-07-17 17:04:48,865 - mmaction - INFO - Epoch [50][500/1253] lr: 2.737e-01, eta: 3 days, 17:04:55, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.3276, top5_acc: 0.5826, loss_cls: 3.1279, loss: 3.1279, grad_norm: 1.3463 2020-07-17 17:05:10,631 - mmaction - INFO - Epoch [50][520/1253] lr: 2.737e-01, eta: 3 days, 17:04:17, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.3263, top5_acc: 0.5802, loss_cls: 3.1092, loss: 3.1092, grad_norm: 1.3153 2020-07-17 17:05:32,409 - mmaction - INFO - Epoch [50][540/1253] lr: 2.737e-01, eta: 3 days, 17:03:40, time: 1.087, data_time: 0.002, memory: 9061, top1_acc: 0.3198, top5_acc: 0.5826, loss_cls: 3.0842, loss: 3.0842, grad_norm: 1.3245 2020-07-17 17:05:54,169 - mmaction - INFO - Epoch [50][560/1253] lr: 2.737e-01, eta: 3 days, 17:03:03, time: 1.091, data_time: 0.004, memory: 9061, top1_acc: 0.3255, top5_acc: 0.5805, loss_cls: 3.0921, loss: 3.0921, grad_norm: 1.3715 2020-07-17 17:06:15,860 - mmaction - INFO - Epoch [50][580/1253] lr: 2.737e-01, eta: 3 days, 17:02:25, time: 1.083, data_time: 0.001, memory: 9061, top1_acc: 0.3292, top5_acc: 0.5776, loss_cls: 3.1011, loss: 3.1011, grad_norm: 1.3360 2020-07-17 17:06:37,676 - mmaction - INFO - Epoch [50][600/1253] lr: 2.737e-01, eta: 3 days, 17:01:48, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.3323, top5_acc: 0.5862, loss_cls: 3.0393, loss: 3.0393, grad_norm: 1.3625 2020-07-17 17:06:59,349 - mmaction - INFO - Epoch [50][620/1253] lr: 2.737e-01, eta: 3 days, 17:01:10, time: 1.086, data_time: 0.004, memory: 9061, top1_acc: 0.3273, top5_acc: 0.5807, loss_cls: 3.0667, loss: 3.0667, grad_norm: 1.3629 2020-07-17 17:07:21,036 - mmaction - INFO - Epoch [50][640/1253] lr: 2.737e-01, eta: 3 days, 17:00:33, time: 1.083, data_time: 0.002, memory: 9061, top1_acc: 0.3299, top5_acc: 0.5794, loss_cls: 3.1053, loss: 3.1053, grad_norm: 1.3354 2020-07-17 17:07:42,805 - mmaction - INFO - Epoch [50][660/1253] lr: 2.737e-01, eta: 3 days, 16:59:55, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3156, top5_acc: 0.5818, loss_cls: 3.0965, loss: 3.0965, grad_norm: 1.3409 2020-07-17 17:08:04,693 - mmaction - INFO - Epoch [50][680/1253] lr: 2.737e-01, eta: 3 days, 16:59:19, time: 1.094, data_time: 0.003, memory: 9061, top1_acc: 0.3201, top5_acc: 0.5729, loss_cls: 3.1370, loss: 3.1370, grad_norm: 1.3180 2020-07-17 17:08:26,383 - mmaction - INFO - Epoch [50][700/1253] lr: 2.737e-01, eta: 3 days, 16:58:41, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3216, top5_acc: 0.5854, loss_cls: 3.0896, loss: 3.0896, grad_norm: 1.3286 2020-07-17 17:08:48,159 - mmaction - INFO - Epoch [50][720/1253] lr: 2.737e-01, eta: 3 days, 16:58:04, time: 1.087, data_time: 0.002, memory: 9061, top1_acc: 0.3310, top5_acc: 0.5802, loss_cls: 3.0833, loss: 3.0833, grad_norm: 1.3084 2020-07-17 17:09:09,860 - mmaction - INFO - Epoch [50][740/1253] lr: 2.737e-01, eta: 3 days, 16:57:26, time: 1.087, data_time: 0.004, memory: 9061, top1_acc: 0.3359, top5_acc: 0.5849, loss_cls: 3.0714, loss: 3.0714, grad_norm: 1.3310 2020-07-17 17:09:31,799 - mmaction - INFO - Epoch [50][760/1253] lr: 2.737e-01, eta: 3 days, 16:56:50, time: 1.096, data_time: 0.002, memory: 9061, top1_acc: 0.3266, top5_acc: 0.5846, loss_cls: 3.0695, loss: 3.0695, grad_norm: 1.3340 2020-07-17 17:09:53,636 - mmaction - INFO - Epoch [50][780/1253] lr: 2.737e-01, eta: 3 days, 16:56:13, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.3232, top5_acc: 0.5786, loss_cls: 3.0962, loss: 3.0962, grad_norm: 1.3196 2020-07-17 17:10:15,395 - mmaction - INFO - Epoch [50][800/1253] lr: 2.737e-01, eta: 3 days, 16:55:35, time: 1.089, data_time: 0.004, memory: 9061, top1_acc: 0.3333, top5_acc: 0.5883, loss_cls: 3.0573, loss: 3.0573, grad_norm: 1.3094 2020-07-17 17:10:37,263 - mmaction - INFO - Epoch [50][820/1253] lr: 2.737e-01, eta: 3 days, 16:54:59, time: 1.093, data_time: 0.003, memory: 9061, top1_acc: 0.3359, top5_acc: 0.5836, loss_cls: 3.0927, loss: 3.0927, grad_norm: 1.2972 2020-07-17 17:10:59,080 - mmaction - INFO - Epoch [50][840/1253] lr: 2.737e-01, eta: 3 days, 16:54:22, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.3341, top5_acc: 0.5932, loss_cls: 3.0762, loss: 3.0762, grad_norm: 1.3321 2020-07-17 17:11:20,795 - mmaction - INFO - Epoch [50][860/1253] lr: 2.737e-01, eta: 3 days, 16:53:44, time: 1.086, data_time: 0.002, memory: 9061, top1_acc: 0.3255, top5_acc: 0.5716, loss_cls: 3.1223, loss: 3.1223, grad_norm: 1.3490 2020-07-17 17:11:42,684 - mmaction - INFO - Epoch [50][880/1253] lr: 2.737e-01, eta: 3 days, 16:53:08, time: 1.095, data_time: 0.002, memory: 9061, top1_acc: 0.3365, top5_acc: 0.5883, loss_cls: 3.0500, loss: 3.0500, grad_norm: 1.3553 2020-07-17 17:12:04,380 - mmaction - INFO - Epoch [50][900/1253] lr: 2.737e-01, eta: 3 days, 16:52:30, time: 1.084, data_time: 0.002, memory: 9061, top1_acc: 0.3281, top5_acc: 0.5776, loss_cls: 3.1067, loss: 3.1067, grad_norm: 1.3372 2020-07-17 17:12:26,088 - mmaction - INFO - Epoch [50][920/1253] lr: 2.737e-01, eta: 3 days, 16:51:53, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3201, top5_acc: 0.5852, loss_cls: 3.1012, loss: 3.1012, grad_norm: 1.3404 2020-07-17 17:12:47,821 - mmaction - INFO - Epoch [50][940/1253] lr: 2.737e-01, eta: 3 days, 16:51:15, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3188, top5_acc: 0.5708, loss_cls: 3.1216, loss: 3.1216, grad_norm: 1.3439 2020-07-17 17:13:09,470 - mmaction - INFO - Epoch [50][960/1253] lr: 2.737e-01, eta: 3 days, 16:50:38, time: 1.082, data_time: 0.003, memory: 9061, top1_acc: 0.3331, top5_acc: 0.5872, loss_cls: 3.0812, loss: 3.0812, grad_norm: 1.3305 2020-07-17 17:13:31,258 - mmaction - INFO - Epoch [50][980/1253] lr: 2.737e-01, eta: 3 days, 16:50:01, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.3143, top5_acc: 0.5766, loss_cls: 3.1148, loss: 3.1148, grad_norm: 1.3373 2020-07-17 17:13:52,904 - mmaction - INFO - Epoch [50][1000/1253] lr: 2.737e-01, eta: 3 days, 16:49:23, time: 1.083, data_time: 0.002, memory: 9061, top1_acc: 0.3172, top5_acc: 0.5651, loss_cls: 3.1791, loss: 3.1791, grad_norm: 1.3453 2020-07-17 17:14:14,573 - mmaction - INFO - Epoch [50][1020/1253] lr: 2.737e-01, eta: 3 days, 16:48:46, time: 1.084, data_time: 0.002, memory: 9061, top1_acc: 0.3383, top5_acc: 0.5911, loss_cls: 3.0592, loss: 3.0592, grad_norm: 1.3025 2020-07-17 17:14:36,304 - mmaction - INFO - Epoch [50][1040/1253] lr: 2.737e-01, eta: 3 days, 16:48:08, time: 1.084, data_time: 0.001, memory: 9061, top1_acc: 0.3177, top5_acc: 0.5729, loss_cls: 3.1411, loss: 3.1411, grad_norm: 1.3171 2020-07-17 17:14:58,031 - mmaction - INFO - Epoch [50][1060/1253] lr: 2.737e-01, eta: 3 days, 16:47:31, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3289, top5_acc: 0.5924, loss_cls: 3.0503, loss: 3.0503, grad_norm: 1.3384 2020-07-17 17:15:19,716 - mmaction - INFO - Epoch [50][1080/1253] lr: 2.737e-01, eta: 3 days, 16:46:54, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3240, top5_acc: 0.5714, loss_cls: 3.0999, loss: 3.0999, grad_norm: 1.3417 2020-07-17 17:15:41,446 - mmaction - INFO - Epoch [50][1100/1253] lr: 2.737e-01, eta: 3 days, 16:46:16, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3227, top5_acc: 0.5794, loss_cls: 3.1173, loss: 3.1173, grad_norm: 1.3298 2020-07-17 17:16:04,646 - mmaction - INFO - Epoch [50][1120/1253] lr: 2.737e-01, eta: 3 days, 16:45:44, time: 1.142, data_time: 0.003, memory: 9061, top1_acc: 0.3216, top5_acc: 0.5828, loss_cls: 3.1091, loss: 3.1091, grad_norm: 1.3438 2020-07-17 17:16:27,472 - mmaction - INFO - Epoch [50][1140/1253] lr: 2.737e-01, eta: 3 days, 16:45:13, time: 1.159, data_time: 0.066, memory: 9061, top1_acc: 0.3169, top5_acc: 0.5807, loss_cls: 3.0807, loss: 3.0807, grad_norm: 1.3195 2020-07-17 17:16:49,316 - mmaction - INFO - Epoch [50][1160/1253] lr: 2.737e-01, eta: 3 days, 16:44:36, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.3529, top5_acc: 0.5943, loss_cls: 2.9750, loss: 2.9750, grad_norm: 1.3050 2020-07-17 17:17:11,162 - mmaction - INFO - Epoch [50][1180/1253] lr: 2.737e-01, eta: 3 days, 16:43:59, time: 1.092, data_time: 0.004, memory: 9061, top1_acc: 0.3284, top5_acc: 0.5911, loss_cls: 3.0683, loss: 3.0683, grad_norm: 1.3322 2020-07-17 17:17:32,905 - mmaction - INFO - Epoch [50][1200/1253] lr: 2.737e-01, eta: 3 days, 16:43:22, time: 1.088, data_time: 0.004, memory: 9061, top1_acc: 0.3177, top5_acc: 0.5836, loss_cls: 3.0856, loss: 3.0856, grad_norm: 1.3548 2020-07-17 17:17:54,532 - mmaction - INFO - Epoch [50][1220/1253] lr: 2.737e-01, eta: 3 days, 16:42:45, time: 1.081, data_time: 0.003, memory: 9061, top1_acc: 0.3263, top5_acc: 0.5701, loss_cls: 3.1330, loss: 3.1330, grad_norm: 1.3536 2020-07-17 17:18:16,348 - mmaction - INFO - Epoch [50][1240/1253] lr: 2.737e-01, eta: 3 days, 16:42:08, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.3164, top5_acc: 0.5750, loss_cls: 3.1264, loss: 3.1264, grad_norm: 1.3176 2020-07-17 17:22:13,755 - mmaction - INFO - Epoch [51][20/1253] lr: 2.726e-01, eta: 3 days, 16:53:18, time: 10.681, data_time: 9.445, memory: 9061, top1_acc: 0.3339, top5_acc: 0.5859, loss_cls: 3.0306, loss: 3.0306, grad_norm: 1.3482 2020-07-17 17:22:35,491 - mmaction - INFO - Epoch [51][40/1253] lr: 2.726e-01, eta: 3 days, 16:52:41, time: 1.089, data_time: 0.007, memory: 9061, top1_acc: 0.3411, top5_acc: 0.5878, loss_cls: 3.0488, loss: 3.0488, grad_norm: 1.3379 2020-07-17 17:22:57,158 - mmaction - INFO - Epoch [51][60/1253] lr: 2.726e-01, eta: 3 days, 16:52:04, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3391, top5_acc: 0.5888, loss_cls: 3.0603, loss: 3.0603, grad_norm: 1.3516 2020-07-17 17:23:18,914 - mmaction - INFO - Epoch [51][80/1253] lr: 2.726e-01, eta: 3 days, 16:51:26, time: 1.085, data_time: 0.001, memory: 9061, top1_acc: 0.3299, top5_acc: 0.5953, loss_cls: 3.0474, loss: 3.0474, grad_norm: 1.3666 2020-07-17 17:23:40,831 - mmaction - INFO - Epoch [51][100/1253] lr: 2.726e-01, eta: 3 days, 16:50:50, time: 1.098, data_time: 0.004, memory: 9061, top1_acc: 0.3068, top5_acc: 0.5734, loss_cls: 3.1317, loss: 3.1317, grad_norm: 1.3397 2020-07-17 17:24:02,444 - mmaction - INFO - Epoch [51][120/1253] lr: 2.726e-01, eta: 3 days, 16:50:12, time: 1.080, data_time: 0.002, memory: 9061, top1_acc: 0.3276, top5_acc: 0.5763, loss_cls: 3.1131, loss: 3.1131, grad_norm: 1.3468 2020-07-17 17:24:24,165 - mmaction - INFO - Epoch [51][140/1253] lr: 2.726e-01, eta: 3 days, 16:49:34, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3174, top5_acc: 0.5792, loss_cls: 3.1142, loss: 3.1142, grad_norm: 1.3444 2020-07-17 17:24:45,826 - mmaction - INFO - Epoch [51][160/1253] lr: 2.726e-01, eta: 3 days, 16:48:57, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3469, top5_acc: 0.5951, loss_cls: 3.0300, loss: 3.0300, grad_norm: 1.3136 2020-07-17 17:25:07,397 - mmaction - INFO - Epoch [51][180/1253] lr: 2.726e-01, eta: 3 days, 16:48:19, time: 1.078, data_time: 0.002, memory: 9061, top1_acc: 0.3359, top5_acc: 0.5922, loss_cls: 3.0712, loss: 3.0712, grad_norm: 1.3557 2020-07-17 17:25:28,962 - mmaction - INFO - Epoch [51][200/1253] lr: 2.726e-01, eta: 3 days, 16:47:41, time: 1.078, data_time: 0.003, memory: 9061, top1_acc: 0.3372, top5_acc: 0.5859, loss_cls: 3.0343, loss: 3.0343, grad_norm: 1.3016 2020-07-17 17:25:50,539 - mmaction - INFO - Epoch [51][220/1253] lr: 2.726e-01, eta: 3 days, 16:47:03, time: 1.079, data_time: 0.003, memory: 9061, top1_acc: 0.3208, top5_acc: 0.5737, loss_cls: 3.1178, loss: 3.1178, grad_norm: 1.3503 2020-07-17 17:26:12,142 - mmaction - INFO - Epoch [51][240/1253] lr: 2.726e-01, eta: 3 days, 16:46:25, time: 1.080, data_time: 0.004, memory: 9061, top1_acc: 0.3286, top5_acc: 0.5786, loss_cls: 3.0711, loss: 3.0711, grad_norm: 1.3453 2020-07-17 17:26:33,749 - mmaction - INFO - Epoch [51][260/1253] lr: 2.726e-01, eta: 3 days, 16:45:47, time: 1.080, data_time: 0.002, memory: 9061, top1_acc: 0.3357, top5_acc: 0.5737, loss_cls: 3.0454, loss: 3.0454, grad_norm: 1.3224 2020-07-17 17:26:55,488 - mmaction - INFO - Epoch [51][280/1253] lr: 2.726e-01, eta: 3 days, 16:45:10, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3286, top5_acc: 0.5826, loss_cls: 3.1034, loss: 3.1034, grad_norm: 1.3727 2020-07-17 17:27:17,140 - mmaction - INFO - Epoch [51][300/1253] lr: 2.726e-01, eta: 3 days, 16:44:32, time: 1.083, data_time: 0.004, memory: 9061, top1_acc: 0.3331, top5_acc: 0.5898, loss_cls: 3.0763, loss: 3.0763, grad_norm: 1.3440 2020-07-17 17:27:38,772 - mmaction - INFO - Epoch [51][320/1253] lr: 2.726e-01, eta: 3 days, 16:43:55, time: 1.083, data_time: 0.003, memory: 9061, top1_acc: 0.3349, top5_acc: 0.5891, loss_cls: 3.0405, loss: 3.0405, grad_norm: 1.3335 2020-07-17 17:28:00,507 - mmaction - INFO - Epoch [51][340/1253] lr: 2.726e-01, eta: 3 days, 16:43:17, time: 1.083, data_time: 0.001, memory: 9061, top1_acc: 0.3281, top5_acc: 0.5737, loss_cls: 3.0941, loss: 3.0941, grad_norm: 1.3658 2020-07-17 17:28:22,263 - mmaction - INFO - Epoch [51][360/1253] lr: 2.726e-01, eta: 3 days, 16:42:40, time: 1.090, data_time: 0.005, memory: 9061, top1_acc: 0.3398, top5_acc: 0.5930, loss_cls: 3.0374, loss: 3.0374, grad_norm: 1.3302 2020-07-17 17:28:43,913 - mmaction - INFO - Epoch [51][380/1253] lr: 2.726e-01, eta: 3 days, 16:42:03, time: 1.082, data_time: 0.002, memory: 9061, top1_acc: 0.3180, top5_acc: 0.5729, loss_cls: 3.1103, loss: 3.1103, grad_norm: 1.3488 2020-07-17 17:29:05,553 - mmaction - INFO - Epoch [51][400/1253] lr: 2.726e-01, eta: 3 days, 16:41:25, time: 1.082, data_time: 0.003, memory: 9061, top1_acc: 0.3263, top5_acc: 0.5740, loss_cls: 3.1348, loss: 3.1348, grad_norm: 1.3555 2020-07-17 17:29:27,188 - mmaction - INFO - Epoch [51][420/1253] lr: 2.726e-01, eta: 3 days, 16:40:47, time: 1.083, data_time: 0.003, memory: 9061, top1_acc: 0.3427, top5_acc: 0.5878, loss_cls: 3.0145, loss: 3.0145, grad_norm: 1.3300 2020-07-17 17:29:48,962 - mmaction - INFO - Epoch [51][440/1253] lr: 2.726e-01, eta: 3 days, 16:40:10, time: 1.088, data_time: 0.002, memory: 9061, top1_acc: 0.3268, top5_acc: 0.5854, loss_cls: 3.0405, loss: 3.0405, grad_norm: 1.3493 2020-07-17 17:30:11,523 - mmaction - INFO - Epoch [51][460/1253] lr: 2.726e-01, eta: 3 days, 16:39:36, time: 1.128, data_time: 0.003, memory: 9061, top1_acc: 0.3245, top5_acc: 0.5839, loss_cls: 3.1132, loss: 3.1132, grad_norm: 1.3431 2020-07-17 17:30:33,219 - mmaction - INFO - Epoch [51][480/1253] lr: 2.726e-01, eta: 3 days, 16:38:59, time: 1.084, data_time: 0.002, memory: 9061, top1_acc: 0.3315, top5_acc: 0.5833, loss_cls: 3.0833, loss: 3.0833, grad_norm: 1.3319 2020-07-17 17:30:54,968 - mmaction - INFO - Epoch [51][500/1253] lr: 2.726e-01, eta: 3 days, 16:38:22, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3271, top5_acc: 0.5852, loss_cls: 3.0635, loss: 3.0635, grad_norm: 1.3098 2020-07-17 17:31:16,847 - mmaction - INFO - Epoch [51][520/1253] lr: 2.726e-01, eta: 3 days, 16:37:45, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.3396, top5_acc: 0.5755, loss_cls: 3.0794, loss: 3.0794, grad_norm: 1.3642 2020-07-17 17:31:38,470 - mmaction - INFO - Epoch [51][540/1253] lr: 2.726e-01, eta: 3 days, 16:37:08, time: 1.082, data_time: 0.004, memory: 9061, top1_acc: 0.3286, top5_acc: 0.5862, loss_cls: 3.0685, loss: 3.0685, grad_norm: 1.3620 2020-07-17 17:32:00,268 - mmaction - INFO - Epoch [51][560/1253] lr: 2.726e-01, eta: 3 days, 16:36:31, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.3292, top5_acc: 0.5815, loss_cls: 3.1060, loss: 3.1060, grad_norm: 1.3645 2020-07-17 17:32:22,023 - mmaction - INFO - Epoch [51][580/1253] lr: 2.726e-01, eta: 3 days, 16:35:54, time: 1.088, data_time: 0.005, memory: 9061, top1_acc: 0.3188, top5_acc: 0.5698, loss_cls: 3.1414, loss: 3.1414, grad_norm: 1.3323 2020-07-17 17:32:43,702 - mmaction - INFO - Epoch [51][600/1253] lr: 2.726e-01, eta: 3 days, 16:35:17, time: 1.085, data_time: 0.002, memory: 9061, top1_acc: 0.3198, top5_acc: 0.5802, loss_cls: 3.1090, loss: 3.1090, grad_norm: 1.3519 2020-07-17 17:33:05,407 - mmaction - INFO - Epoch [51][620/1253] lr: 2.726e-01, eta: 3 days, 16:34:39, time: 1.083, data_time: 0.002, memory: 9061, top1_acc: 0.3234, top5_acc: 0.5719, loss_cls: 3.1036, loss: 3.1036, grad_norm: 1.3534 2020-07-17 17:33:27,046 - mmaction - INFO - Epoch [51][640/1253] lr: 2.726e-01, eta: 3 days, 16:34:02, time: 1.082, data_time: 0.003, memory: 9061, top1_acc: 0.3344, top5_acc: 0.5901, loss_cls: 3.0540, loss: 3.0540, grad_norm: 1.3430 2020-07-17 17:33:48,757 - mmaction - INFO - Epoch [51][660/1253] lr: 2.726e-01, eta: 3 days, 16:33:25, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3435, top5_acc: 0.5974, loss_cls: 3.0274, loss: 3.0274, grad_norm: 1.3376 2020-07-17 17:34:10,475 - mmaction - INFO - Epoch [51][680/1253] lr: 2.726e-01, eta: 3 days, 16:32:47, time: 1.083, data_time: 0.001, memory: 9061, top1_acc: 0.3362, top5_acc: 0.5797, loss_cls: 3.0983, loss: 3.0983, grad_norm: 1.3594 2020-07-17 17:34:32,292 - mmaction - INFO - Epoch [51][700/1253] lr: 2.726e-01, eta: 3 days, 16:32:11, time: 1.091, data_time: 0.004, memory: 9061, top1_acc: 0.3359, top5_acc: 0.5854, loss_cls: 3.0683, loss: 3.0683, grad_norm: 1.3307 2020-07-17 17:34:54,157 - mmaction - INFO - Epoch [51][720/1253] lr: 2.726e-01, eta: 3 days, 16:31:34, time: 1.095, data_time: 0.003, memory: 9061, top1_acc: 0.3216, top5_acc: 0.5826, loss_cls: 3.0905, loss: 3.0905, grad_norm: 1.3401 2020-07-17 17:35:15,854 - mmaction - INFO - Epoch [51][740/1253] lr: 2.726e-01, eta: 3 days, 16:30:57, time: 1.083, data_time: 0.002, memory: 9061, top1_acc: 0.3206, top5_acc: 0.5792, loss_cls: 3.1391, loss: 3.1391, grad_norm: 1.3436 2020-07-17 17:35:37,635 - mmaction - INFO - Epoch [51][760/1253] lr: 2.726e-01, eta: 3 days, 16:30:20, time: 1.090, data_time: 0.004, memory: 9061, top1_acc: 0.3268, top5_acc: 0.5844, loss_cls: 3.0992, loss: 3.0992, grad_norm: 1.3059 2020-07-17 17:35:59,391 - mmaction - INFO - Epoch [51][780/1253] lr: 2.726e-01, eta: 3 days, 16:29:43, time: 1.089, data_time: 0.002, memory: 9061, top1_acc: 0.3258, top5_acc: 0.5779, loss_cls: 3.0932, loss: 3.0932, grad_norm: 1.3511 2020-07-17 17:36:21,108 - mmaction - INFO - Epoch [51][800/1253] lr: 2.726e-01, eta: 3 days, 16:29:06, time: 1.086, data_time: 0.002, memory: 9061, top1_acc: 0.3182, top5_acc: 0.5721, loss_cls: 3.1473, loss: 3.1473, grad_norm: 1.3426 2020-07-17 17:36:42,760 - mmaction - INFO - Epoch [51][820/1253] lr: 2.726e-01, eta: 3 days, 16:28:29, time: 1.082, data_time: 0.002, memory: 9061, top1_acc: 0.3344, top5_acc: 0.5794, loss_cls: 3.0909, loss: 3.0909, grad_norm: 1.3203 2020-07-17 17:37:04,678 - mmaction - INFO - Epoch [51][840/1253] lr: 2.726e-01, eta: 3 days, 16:27:52, time: 1.096, data_time: 0.002, memory: 9061, top1_acc: 0.3344, top5_acc: 0.5815, loss_cls: 3.0615, loss: 3.0615, grad_norm: 1.3024 2020-07-17 17:37:26,207 - mmaction - INFO - Epoch [51][860/1253] lr: 2.726e-01, eta: 3 days, 16:27:15, time: 1.077, data_time: 0.003, memory: 9061, top1_acc: 0.3260, top5_acc: 0.5753, loss_cls: 3.0699, loss: 3.0699, grad_norm: 1.3134 2020-07-17 17:37:47,842 - mmaction - INFO - Epoch [51][880/1253] lr: 2.726e-01, eta: 3 days, 16:26:37, time: 1.081, data_time: 0.002, memory: 9061, top1_acc: 0.3242, top5_acc: 0.5789, loss_cls: 3.0975, loss: 3.0975, grad_norm: 1.3083 2020-07-17 17:38:09,550 - mmaction - INFO - Epoch [51][900/1253] lr: 2.726e-01, eta: 3 days, 16:26:00, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3375, top5_acc: 0.6010, loss_cls: 2.9838, loss: 2.9838, grad_norm: 1.3444 2020-07-17 17:38:31,322 - mmaction - INFO - Epoch [51][920/1253] lr: 2.726e-01, eta: 3 days, 16:25:23, time: 1.088, data_time: 0.002, memory: 9061, top1_acc: 0.3417, top5_acc: 0.5984, loss_cls: 3.0291, loss: 3.0291, grad_norm: 1.3371 2020-07-17 17:38:52,954 - mmaction - INFO - Epoch [51][940/1253] lr: 2.726e-01, eta: 3 days, 16:24:46, time: 1.081, data_time: 0.002, memory: 9061, top1_acc: 0.3195, top5_acc: 0.5768, loss_cls: 3.1133, loss: 3.1133, grad_norm: 1.3534 2020-07-17 17:39:14,649 - mmaction - INFO - Epoch [51][960/1253] lr: 2.726e-01, eta: 3 days, 16:24:09, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3065, top5_acc: 0.5760, loss_cls: 3.1281, loss: 3.1281, grad_norm: 1.3478 2020-07-17 17:39:36,324 - mmaction - INFO - Epoch [51][980/1253] lr: 2.726e-01, eta: 3 days, 16:23:32, time: 1.082, data_time: 0.001, memory: 9061, top1_acc: 0.3154, top5_acc: 0.5750, loss_cls: 3.1078, loss: 3.1078, grad_norm: 1.3691 2020-07-17 17:39:57,976 - mmaction - INFO - Epoch [51][1000/1253] lr: 2.726e-01, eta: 3 days, 16:22:54, time: 1.082, data_time: 0.003, memory: 9061, top1_acc: 0.3367, top5_acc: 0.5833, loss_cls: 3.0415, loss: 3.0415, grad_norm: 1.3318 2020-07-17 17:40:19,660 - mmaction - INFO - Epoch [51][1020/1253] lr: 2.726e-01, eta: 3 days, 16:22:17, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3432, top5_acc: 0.5896, loss_cls: 3.0168, loss: 3.0168, grad_norm: 1.3465 2020-07-17 17:40:41,374 - mmaction - INFO - Epoch [51][1040/1253] lr: 2.726e-01, eta: 3 days, 16:21:40, time: 1.086, data_time: 0.010, memory: 9061, top1_acc: 0.3232, top5_acc: 0.5815, loss_cls: 3.1004, loss: 3.1004, grad_norm: 1.3671 2020-07-17 17:41:03,177 - mmaction - INFO - Epoch [51][1060/1253] lr: 2.726e-01, eta: 3 days, 16:21:04, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3250, top5_acc: 0.5625, loss_cls: 3.1583, loss: 3.1583, grad_norm: 1.3326 2020-07-17 17:41:25,093 - mmaction - INFO - Epoch [51][1080/1253] lr: 2.726e-01, eta: 3 days, 16:20:27, time: 1.096, data_time: 0.004, memory: 9061, top1_acc: 0.3273, top5_acc: 0.5680, loss_cls: 3.1311, loss: 3.1311, grad_norm: 1.3143 2020-07-17 17:41:46,740 - mmaction - INFO - Epoch [51][1100/1253] lr: 2.726e-01, eta: 3 days, 16:19:50, time: 1.083, data_time: 0.003, memory: 9061, top1_acc: 0.3227, top5_acc: 0.5893, loss_cls: 3.0839, loss: 3.0839, grad_norm: 1.3569 2020-07-17 17:42:08,501 - mmaction - INFO - Epoch [51][1120/1253] lr: 2.726e-01, eta: 3 days, 16:19:13, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3276, top5_acc: 0.5901, loss_cls: 3.0383, loss: 3.0383, grad_norm: 1.3369 2020-07-17 17:42:30,317 - mmaction - INFO - Epoch [51][1140/1253] lr: 2.726e-01, eta: 3 days, 16:18:37, time: 1.090, data_time: 0.002, memory: 9061, top1_acc: 0.3331, top5_acc: 0.5747, loss_cls: 3.1198, loss: 3.1198, grad_norm: 1.3601 2020-07-17 17:42:51,965 - mmaction - INFO - Epoch [51][1160/1253] lr: 2.726e-01, eta: 3 days, 16:18:00, time: 1.083, data_time: 0.004, memory: 9061, top1_acc: 0.3294, top5_acc: 0.5826, loss_cls: 3.0783, loss: 3.0783, grad_norm: 1.3251 2020-07-17 17:43:13,697 - mmaction - INFO - Epoch [51][1180/1253] lr: 2.726e-01, eta: 3 days, 16:17:23, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3260, top5_acc: 0.5703, loss_cls: 3.1440, loss: 3.1440, grad_norm: 1.3124 2020-07-17 17:43:35,311 - mmaction - INFO - Epoch [51][1200/1253] lr: 2.726e-01, eta: 3 days, 16:16:45, time: 1.079, data_time: 0.002, memory: 9061, top1_acc: 0.3229, top5_acc: 0.5823, loss_cls: 3.1064, loss: 3.1064, grad_norm: 1.3513 2020-07-17 17:43:57,121 - mmaction - INFO - Epoch [51][1220/1253] lr: 2.726e-01, eta: 3 days, 16:16:09, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3453, top5_acc: 0.5961, loss_cls: 3.0065, loss: 3.0065, grad_norm: 1.3364 2020-07-17 17:44:18,803 - mmaction - INFO - Epoch [51][1240/1253] lr: 2.726e-01, eta: 3 days, 16:15:32, time: 1.087, data_time: 0.011, memory: 9061, top1_acc: 0.3279, top5_acc: 0.5872, loss_cls: 3.0669, loss: 3.0669, grad_norm: 1.3625 2020-07-17 17:47:50,140 - mmaction - INFO - Epoch [52][20/1253] lr: 2.716e-01, eta: 3 days, 16:24:58, time: 9.589, data_time: 8.241, memory: 9061, top1_acc: 0.3547, top5_acc: 0.5966, loss_cls: 3.0026, loss: 3.0026, grad_norm: 1.3635 2020-07-17 17:48:11,767 - mmaction - INFO - Epoch [52][40/1253] lr: 2.716e-01, eta: 3 days, 16:24:20, time: 1.084, data_time: 0.004, memory: 9061, top1_acc: 0.3396, top5_acc: 0.5914, loss_cls: 3.0333, loss: 3.0333, grad_norm: 1.3449 2020-07-17 17:48:33,398 - mmaction - INFO - Epoch [52][60/1253] lr: 2.716e-01, eta: 3 days, 16:23:43, time: 1.080, data_time: 0.001, memory: 9061, top1_acc: 0.3198, top5_acc: 0.5771, loss_cls: 3.1167, loss: 3.1167, grad_norm: 1.3635 2020-07-17 17:48:55,243 - mmaction - INFO - Epoch [52][80/1253] lr: 2.716e-01, eta: 3 days, 16:23:06, time: 1.092, data_time: 0.002, memory: 9061, top1_acc: 0.3174, top5_acc: 0.5695, loss_cls: 3.1256, loss: 3.1256, grad_norm: 1.3089 2020-07-17 17:49:16,925 - mmaction - INFO - Epoch [52][100/1253] lr: 2.716e-01, eta: 3 days, 16:22:29, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3328, top5_acc: 0.5891, loss_cls: 3.0705, loss: 3.0705, grad_norm: 1.3470 2020-07-17 17:49:38,651 - mmaction - INFO - Epoch [52][120/1253] lr: 2.716e-01, eta: 3 days, 16:21:52, time: 1.086, data_time: 0.002, memory: 9061, top1_acc: 0.3273, top5_acc: 0.5786, loss_cls: 3.0891, loss: 3.0891, grad_norm: 1.3570 2020-07-17 17:50:00,339 - mmaction - INFO - Epoch [52][140/1253] lr: 2.716e-01, eta: 3 days, 16:21:15, time: 1.083, data_time: 0.002, memory: 9061, top1_acc: 0.3326, top5_acc: 0.5958, loss_cls: 3.0501, loss: 3.0501, grad_norm: 1.3334 2020-07-17 17:50:22,124 - mmaction - INFO - Epoch [52][160/1253] lr: 2.716e-01, eta: 3 days, 16:20:38, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.3292, top5_acc: 0.5805, loss_cls: 3.0643, loss: 3.0643, grad_norm: 1.3486 2020-07-17 17:50:43,907 - mmaction - INFO - Epoch [52][180/1253] lr: 2.716e-01, eta: 3 days, 16:20:01, time: 1.087, data_time: 0.002, memory: 9061, top1_acc: 0.3227, top5_acc: 0.5792, loss_cls: 3.0955, loss: 3.0955, grad_norm: 1.3639 2020-07-17 17:51:05,670 - mmaction - INFO - Epoch [52][200/1253] lr: 2.716e-01, eta: 3 days, 16:19:25, time: 1.091, data_time: 0.013, memory: 9061, top1_acc: 0.3299, top5_acc: 0.5896, loss_cls: 3.0372, loss: 3.0372, grad_norm: 1.3170 2020-07-17 17:51:27,390 - mmaction - INFO - Epoch [52][220/1253] lr: 2.716e-01, eta: 3 days, 16:18:47, time: 1.084, data_time: 0.001, memory: 9061, top1_acc: 0.3383, top5_acc: 0.5865, loss_cls: 3.0508, loss: 3.0508, grad_norm: 1.3528 2020-07-17 17:51:49,156 - mmaction - INFO - Epoch [52][240/1253] lr: 2.716e-01, eta: 3 days, 16:18:11, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.3240, top5_acc: 0.5688, loss_cls: 3.1229, loss: 3.1229, grad_norm: 1.3654 2020-07-17 17:52:11,043 - mmaction - INFO - Epoch [52][260/1253] lr: 2.716e-01, eta: 3 days, 16:17:34, time: 1.094, data_time: 0.001, memory: 9061, top1_acc: 0.3201, top5_acc: 0.5729, loss_cls: 3.1060, loss: 3.1060, grad_norm: 1.3449 2020-07-17 17:52:32,697 - mmaction - INFO - Epoch [52][280/1253] lr: 2.716e-01, eta: 3 days, 16:16:57, time: 1.083, data_time: 0.002, memory: 9061, top1_acc: 0.3216, top5_acc: 0.5857, loss_cls: 3.0814, loss: 3.0814, grad_norm: 1.3573 2020-07-17 17:52:54,460 - mmaction - INFO - Epoch [52][300/1253] lr: 2.716e-01, eta: 3 days, 16:16:20, time: 1.088, data_time: 0.002, memory: 9061, top1_acc: 0.3352, top5_acc: 0.5792, loss_cls: 3.0798, loss: 3.0798, grad_norm: 1.3271 2020-07-17 17:53:16,122 - mmaction - INFO - Epoch [52][320/1253] lr: 2.716e-01, eta: 3 days, 16:15:43, time: 1.082, data_time: 0.004, memory: 9061, top1_acc: 0.3242, top5_acc: 0.5784, loss_cls: 3.1060, loss: 3.1060, grad_norm: 1.3290 2020-07-17 17:53:37,756 - mmaction - INFO - Epoch [52][340/1253] lr: 2.716e-01, eta: 3 days, 16:15:06, time: 1.082, data_time: 0.003, memory: 9061, top1_acc: 0.3266, top5_acc: 0.5789, loss_cls: 3.0809, loss: 3.0809, grad_norm: 1.3503 2020-07-17 17:53:59,301 - mmaction - INFO - Epoch [52][360/1253] lr: 2.716e-01, eta: 3 days, 16:14:28, time: 1.078, data_time: 0.003, memory: 9061, top1_acc: 0.3302, top5_acc: 0.5919, loss_cls: 3.0563, loss: 3.0563, grad_norm: 1.3543 2020-07-17 17:54:20,954 - mmaction - INFO - Epoch [52][380/1253] lr: 2.716e-01, eta: 3 days, 16:13:51, time: 1.083, data_time: 0.003, memory: 9061, top1_acc: 0.3177, top5_acc: 0.5732, loss_cls: 3.1117, loss: 3.1117, grad_norm: 1.3666 2020-07-17 17:54:42,690 - mmaction - INFO - Epoch [52][400/1253] lr: 2.716e-01, eta: 3 days, 16:13:14, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3266, top5_acc: 0.5797, loss_cls: 3.0998, loss: 3.0998, grad_norm: 1.3752 2020-07-17 17:55:04,350 - mmaction - INFO - Epoch [52][420/1253] lr: 2.716e-01, eta: 3 days, 16:12:37, time: 1.083, data_time: 0.004, memory: 9061, top1_acc: 0.3333, top5_acc: 0.5875, loss_cls: 3.0447, loss: 3.0447, grad_norm: 1.3876 2020-07-17 17:55:26,059 - mmaction - INFO - Epoch [52][440/1253] lr: 2.716e-01, eta: 3 days, 16:12:00, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3307, top5_acc: 0.5862, loss_cls: 3.0829, loss: 3.0829, grad_norm: 1.3614 2020-07-17 17:55:47,750 - mmaction - INFO - Epoch [52][460/1253] lr: 2.716e-01, eta: 3 days, 16:11:23, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3372, top5_acc: 0.5802, loss_cls: 3.0764, loss: 3.0764, grad_norm: 1.3104 2020-07-17 17:56:09,397 - mmaction - INFO - Epoch [52][480/1253] lr: 2.716e-01, eta: 3 days, 16:10:46, time: 1.083, data_time: 0.003, memory: 9061, top1_acc: 0.3318, top5_acc: 0.5852, loss_cls: 3.0455, loss: 3.0455, grad_norm: 1.3646 2020-07-17 17:56:31,029 - mmaction - INFO - Epoch [52][500/1253] lr: 2.716e-01, eta: 3 days, 16:10:08, time: 1.081, data_time: 0.002, memory: 9061, top1_acc: 0.3201, top5_acc: 0.5740, loss_cls: 3.1239, loss: 3.1239, grad_norm: 1.3671 2020-07-17 17:56:52,706 - mmaction - INFO - Epoch [52][520/1253] lr: 2.716e-01, eta: 3 days, 16:09:32, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3242, top5_acc: 0.5685, loss_cls: 3.1282, loss: 3.1282, grad_norm: 1.3297 2020-07-17 17:57:14,397 - mmaction - INFO - Epoch [52][540/1253] lr: 2.716e-01, eta: 3 days, 16:08:54, time: 1.083, data_time: 0.001, memory: 9061, top1_acc: 0.3146, top5_acc: 0.5740, loss_cls: 3.1102, loss: 3.1102, grad_norm: 1.3480 2020-07-17 17:57:35,985 - mmaction - INFO - Epoch [52][560/1253] lr: 2.716e-01, eta: 3 days, 16:08:17, time: 1.079, data_time: 0.003, memory: 9061, top1_acc: 0.3318, top5_acc: 0.5885, loss_cls: 3.0569, loss: 3.0569, grad_norm: 1.3117 2020-07-17 17:57:57,608 - mmaction - INFO - Epoch [52][580/1253] lr: 2.716e-01, eta: 3 days, 16:07:40, time: 1.083, data_time: 0.003, memory: 9061, top1_acc: 0.3458, top5_acc: 0.5953, loss_cls: 3.0282, loss: 3.0282, grad_norm: 1.3123 2020-07-17 17:58:19,310 - mmaction - INFO - Epoch [52][600/1253] lr: 2.716e-01, eta: 3 days, 16:07:03, time: 1.086, data_time: 0.002, memory: 9061, top1_acc: 0.3203, top5_acc: 0.5781, loss_cls: 3.1247, loss: 3.1247, grad_norm: 1.3470 2020-07-17 17:58:41,038 - mmaction - INFO - Epoch [52][620/1253] lr: 2.716e-01, eta: 3 days, 16:06:26, time: 1.085, data_time: 0.001, memory: 9061, top1_acc: 0.3310, top5_acc: 0.5859, loss_cls: 3.0681, loss: 3.0681, grad_norm: 1.3362 2020-07-17 17:59:02,845 - mmaction - INFO - Epoch [52][640/1253] lr: 2.716e-01, eta: 3 days, 16:05:50, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.3292, top5_acc: 0.5732, loss_cls: 3.1130, loss: 3.1130, grad_norm: 1.3320 2020-07-17 17:59:24,708 - mmaction - INFO - Epoch [52][660/1253] lr: 2.716e-01, eta: 3 days, 16:05:14, time: 1.093, data_time: 0.001, memory: 9061, top1_acc: 0.3326, top5_acc: 0.5867, loss_cls: 3.0533, loss: 3.0533, grad_norm: 1.3600 2020-07-17 17:59:46,602 - mmaction - INFO - Epoch [52][680/1253] lr: 2.716e-01, eta: 3 days, 16:04:37, time: 1.094, data_time: 0.007, memory: 9061, top1_acc: 0.3214, top5_acc: 0.5695, loss_cls: 3.1347, loss: 3.1347, grad_norm: 1.3445 2020-07-17 18:00:18,147 - mmaction - INFO - Epoch [52][700/1253] lr: 2.716e-01, eta: 3 days, 16:04:39, time: 1.569, data_time: 0.002, memory: 9061, top1_acc: 0.3289, top5_acc: 0.5753, loss_cls: 3.1088, loss: 3.1088, grad_norm: 1.3498 2020-07-17 18:00:39,865 - mmaction - INFO - Epoch [52][720/1253] lr: 2.716e-01, eta: 3 days, 16:04:03, time: 1.093, data_time: 0.016, memory: 9061, top1_acc: 0.3266, top5_acc: 0.5857, loss_cls: 3.0598, loss: 3.0598, grad_norm: 1.3258 2020-07-17 18:01:01,617 - mmaction - INFO - Epoch [52][740/1253] lr: 2.716e-01, eta: 3 days, 16:03:26, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3315, top5_acc: 0.5924, loss_cls: 3.0516, loss: 3.0516, grad_norm: 1.3444 2020-07-17 18:01:23,423 - mmaction - INFO - Epoch [52][760/1253] lr: 2.716e-01, eta: 3 days, 16:02:50, time: 1.088, data_time: 0.002, memory: 9061, top1_acc: 0.3286, top5_acc: 0.5805, loss_cls: 3.0988, loss: 3.0988, grad_norm: 1.3506 2020-07-17 18:01:45,080 - mmaction - INFO - Epoch [52][780/1253] lr: 2.716e-01, eta: 3 days, 16:02:13, time: 1.084, data_time: 0.004, memory: 9061, top1_acc: 0.3174, top5_acc: 0.5753, loss_cls: 3.1200, loss: 3.1200, grad_norm: 1.3424 2020-07-17 18:02:06,870 - mmaction - INFO - Epoch [52][800/1253] lr: 2.716e-01, eta: 3 days, 16:01:36, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3310, top5_acc: 0.5914, loss_cls: 3.0600, loss: 3.0600, grad_norm: 1.3641 2020-07-17 18:02:28,651 - mmaction - INFO - Epoch [52][820/1253] lr: 2.716e-01, eta: 3 days, 16:01:00, time: 1.089, data_time: 0.004, memory: 9061, top1_acc: 0.3411, top5_acc: 0.5883, loss_cls: 3.0446, loss: 3.0446, grad_norm: 1.3474 2020-07-17 18:02:50,490 - mmaction - INFO - Epoch [52][840/1253] lr: 2.716e-01, eta: 3 days, 16:00:23, time: 1.093, data_time: 0.004, memory: 9061, top1_acc: 0.3281, top5_acc: 0.5786, loss_cls: 3.0607, loss: 3.0607, grad_norm: 1.3458 2020-07-17 18:03:12,226 - mmaction - INFO - Epoch [52][860/1253] lr: 2.716e-01, eta: 3 days, 15:59:47, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3372, top5_acc: 0.5891, loss_cls: 3.0634, loss: 3.0634, grad_norm: 1.3179 2020-07-17 18:03:33,898 - mmaction - INFO - Epoch [52][880/1253] lr: 2.716e-01, eta: 3 days, 15:59:10, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3263, top5_acc: 0.5732, loss_cls: 3.1060, loss: 3.1060, grad_norm: 1.3516 2020-07-17 18:03:55,619 - mmaction - INFO - Epoch [52][900/1253] lr: 2.716e-01, eta: 3 days, 15:58:33, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3391, top5_acc: 0.5786, loss_cls: 3.0591, loss: 3.0591, grad_norm: 1.3234 2020-07-17 18:04:17,505 - mmaction - INFO - Epoch [52][920/1253] lr: 2.716e-01, eta: 3 days, 15:57:57, time: 1.093, data_time: 0.002, memory: 9061, top1_acc: 0.3135, top5_acc: 0.5659, loss_cls: 3.1756, loss: 3.1756, grad_norm: 1.3429 2020-07-17 18:04:39,200 - mmaction - INFO - Epoch [52][940/1253] lr: 2.716e-01, eta: 3 days, 15:57:20, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3359, top5_acc: 0.5964, loss_cls: 3.0681, loss: 3.0681, grad_norm: 1.3229 2020-07-17 18:05:00,979 - mmaction - INFO - Epoch [52][960/1253] lr: 2.716e-01, eta: 3 days, 15:56:44, time: 1.087, data_time: 0.001, memory: 9061, top1_acc: 0.3443, top5_acc: 0.5958, loss_cls: 3.0095, loss: 3.0095, grad_norm: 1.3410 2020-07-17 18:05:22,716 - mmaction - INFO - Epoch [52][980/1253] lr: 2.716e-01, eta: 3 days, 15:56:07, time: 1.088, data_time: 0.002, memory: 9061, top1_acc: 0.3341, top5_acc: 0.5826, loss_cls: 3.0766, loss: 3.0766, grad_norm: 1.3353 2020-07-17 18:05:44,504 - mmaction - INFO - Epoch [52][1000/1253] lr: 2.716e-01, eta: 3 days, 15:55:31, time: 1.089, data_time: 0.002, memory: 9061, top1_acc: 0.3302, top5_acc: 0.5870, loss_cls: 3.0803, loss: 3.0803, grad_norm: 1.3165 2020-07-17 18:06:06,318 - mmaction - INFO - Epoch [52][1020/1253] lr: 2.716e-01, eta: 3 days, 15:54:55, time: 1.088, data_time: 0.002, memory: 9061, top1_acc: 0.3164, top5_acc: 0.5781, loss_cls: 3.0988, loss: 3.0988, grad_norm: 1.3415 2020-07-17 18:06:28,202 - mmaction - INFO - Epoch [52][1040/1253] lr: 2.716e-01, eta: 3 days, 15:54:19, time: 1.094, data_time: 0.004, memory: 9061, top1_acc: 0.3299, top5_acc: 0.5956, loss_cls: 3.0593, loss: 3.0593, grad_norm: 1.3557 2020-07-17 18:06:49,973 - mmaction - INFO - Epoch [52][1060/1253] lr: 2.716e-01, eta: 3 days, 15:53:42, time: 1.089, data_time: 0.004, memory: 9061, top1_acc: 0.3305, top5_acc: 0.5898, loss_cls: 3.0677, loss: 3.0677, grad_norm: 1.3334 2020-07-17 18:07:11,634 - mmaction - INFO - Epoch [52][1080/1253] lr: 2.716e-01, eta: 3 days, 15:53:05, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3378, top5_acc: 0.5927, loss_cls: 3.0357, loss: 3.0357, grad_norm: 1.3353 2020-07-17 18:07:33,443 - mmaction - INFO - Epoch [52][1100/1253] lr: 2.716e-01, eta: 3 days, 15:52:29, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.3328, top5_acc: 0.5862, loss_cls: 3.0661, loss: 3.0661, grad_norm: 1.3366 2020-07-17 18:07:55,183 - mmaction - INFO - Epoch [52][1120/1253] lr: 2.716e-01, eta: 3 days, 15:51:53, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3331, top5_acc: 0.5831, loss_cls: 3.0507, loss: 3.0507, grad_norm: 1.3322 2020-07-17 18:08:16,848 - mmaction - INFO - Epoch [52][1140/1253] lr: 2.716e-01, eta: 3 days, 15:51:16, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3260, top5_acc: 0.5844, loss_cls: 3.0877, loss: 3.0877, grad_norm: 1.3583 2020-07-17 18:08:38,550 - mmaction - INFO - Epoch [52][1160/1253] lr: 2.716e-01, eta: 3 days, 15:50:39, time: 1.083, data_time: 0.002, memory: 9061, top1_acc: 0.3198, top5_acc: 0.5820, loss_cls: 3.1109, loss: 3.1109, grad_norm: 1.3498 2020-07-17 18:09:00,308 - mmaction - INFO - Epoch [52][1180/1253] lr: 2.716e-01, eta: 3 days, 15:50:03, time: 1.089, data_time: 0.005, memory: 9061, top1_acc: 0.3336, top5_acc: 0.5904, loss_cls: 3.0616, loss: 3.0616, grad_norm: 1.3517 2020-07-17 18:09:21,996 - mmaction - INFO - Epoch [52][1200/1253] lr: 2.716e-01, eta: 3 days, 15:49:26, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3354, top5_acc: 0.5776, loss_cls: 3.0795, loss: 3.0795, grad_norm: 1.3217 2020-07-17 18:09:43,754 - mmaction - INFO - Epoch [52][1220/1253] lr: 2.716e-01, eta: 3 days, 15:48:49, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3255, top5_acc: 0.5862, loss_cls: 3.0610, loss: 3.0610, grad_norm: 1.3227 2020-07-17 18:10:05,511 - mmaction - INFO - Epoch [52][1240/1253] lr: 2.716e-01, eta: 3 days, 15:48:13, time: 1.087, data_time: 0.004, memory: 9061, top1_acc: 0.3383, top5_acc: 0.5737, loss_cls: 3.0882, loss: 3.0882, grad_norm: 1.3631 2020-07-17 18:10:30,595 - mmaction - INFO - Saving checkpoint at 52 epochs 2020-07-17 18:14:03,977 - mmaction - INFO - Epoch [53][20/1253] lr: 2.705e-01, eta: 3 days, 15:58:38, time: 10.532, data_time: 9.334, memory: 9061, top1_acc: 0.3313, top5_acc: 0.5807, loss_cls: 3.0577, loss: 3.0577, grad_norm: 1.3373 2020-07-17 18:14:25,713 - mmaction - INFO - Epoch [53][40/1253] lr: 2.705e-01, eta: 3 days, 15:58:01, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3349, top5_acc: 0.5927, loss_cls: 3.0472, loss: 3.0472, grad_norm: 1.3489 2020-07-17 18:14:47,627 - mmaction - INFO - Epoch [53][60/1253] lr: 2.705e-01, eta: 3 days, 15:57:26, time: 1.098, data_time: 0.004, memory: 9061, top1_acc: 0.3328, top5_acc: 0.5841, loss_cls: 3.0756, loss: 3.0756, grad_norm: 1.3417 2020-07-17 18:15:09,383 - mmaction - INFO - Epoch [53][80/1253] lr: 2.705e-01, eta: 3 days, 15:56:49, time: 1.087, data_time: 0.002, memory: 9061, top1_acc: 0.3268, top5_acc: 0.5891, loss_cls: 3.0817, loss: 3.0817, grad_norm: 1.3820 2020-07-17 18:15:31,245 - mmaction - INFO - Epoch [53][100/1253] lr: 2.705e-01, eta: 3 days, 15:56:13, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.3292, top5_acc: 0.5820, loss_cls: 3.0601, loss: 3.0601, grad_norm: 1.3555 2020-07-17 18:15:52,928 - mmaction - INFO - Epoch [53][120/1253] lr: 2.705e-01, eta: 3 days, 15:55:36, time: 1.085, data_time: 0.005, memory: 9061, top1_acc: 0.3201, top5_acc: 0.5799, loss_cls: 3.0926, loss: 3.0926, grad_norm: 1.3687 2020-07-17 18:16:14,534 - mmaction - INFO - Epoch [53][140/1253] lr: 2.705e-01, eta: 3 days, 15:54:59, time: 1.081, data_time: 0.003, memory: 9061, top1_acc: 0.3362, top5_acc: 0.5867, loss_cls: 3.0444, loss: 3.0444, grad_norm: 1.3325 2020-07-17 18:16:36,269 - mmaction - INFO - Epoch [53][160/1253] lr: 2.705e-01, eta: 3 days, 15:54:22, time: 1.085, data_time: 0.002, memory: 9061, top1_acc: 0.3273, top5_acc: 0.5820, loss_cls: 3.0577, loss: 3.0577, grad_norm: 1.3627 2020-07-17 18:16:57,926 - mmaction - INFO - Epoch [53][180/1253] lr: 2.705e-01, eta: 3 days, 15:53:45, time: 1.084, data_time: 0.004, memory: 9061, top1_acc: 0.3422, top5_acc: 0.5852, loss_cls: 3.0410, loss: 3.0410, grad_norm: 1.3175 2020-07-17 18:17:19,583 - mmaction - INFO - Epoch [53][200/1253] lr: 2.705e-01, eta: 3 days, 15:53:08, time: 1.084, data_time: 0.002, memory: 9061, top1_acc: 0.3393, top5_acc: 0.5909, loss_cls: 3.0369, loss: 3.0369, grad_norm: 1.3308 2020-07-17 18:17:41,254 - mmaction - INFO - Epoch [53][220/1253] lr: 2.705e-01, eta: 3 days, 15:52:31, time: 1.083, data_time: 0.002, memory: 9061, top1_acc: 0.3224, top5_acc: 0.5776, loss_cls: 3.0821, loss: 3.0821, grad_norm: 1.3780 2020-07-17 18:18:02,779 - mmaction - INFO - Epoch [53][240/1253] lr: 2.705e-01, eta: 3 days, 15:51:54, time: 1.076, data_time: 0.002, memory: 9061, top1_acc: 0.3349, top5_acc: 0.5906, loss_cls: 3.0390, loss: 3.0390, grad_norm: 1.3332 2020-07-17 18:18:24,379 - mmaction - INFO - Epoch [53][260/1253] lr: 2.705e-01, eta: 3 days, 15:51:17, time: 1.082, data_time: 0.003, memory: 9061, top1_acc: 0.3370, top5_acc: 0.5776, loss_cls: 3.0536, loss: 3.0536, grad_norm: 1.3370 2020-07-17 18:18:46,059 - mmaction - INFO - Epoch [53][280/1253] lr: 2.705e-01, eta: 3 days, 15:50:40, time: 1.083, data_time: 0.001, memory: 9061, top1_acc: 0.3247, top5_acc: 0.5820, loss_cls: 3.0713, loss: 3.0713, grad_norm: 1.3547 2020-07-17 18:19:07,771 - mmaction - INFO - Epoch [53][300/1253] lr: 2.705e-01, eta: 3 days, 15:50:03, time: 1.084, data_time: 0.002, memory: 9061, top1_acc: 0.3378, top5_acc: 0.5854, loss_cls: 3.0390, loss: 3.0390, grad_norm: 1.3302 2020-07-17 18:19:29,447 - mmaction - INFO - Epoch [53][320/1253] lr: 2.705e-01, eta: 3 days, 15:49:26, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3391, top5_acc: 0.5815, loss_cls: 3.0623, loss: 3.0623, grad_norm: 1.3382 2020-07-17 18:19:52,200 - mmaction - INFO - Epoch [53][340/1253] lr: 2.705e-01, eta: 3 days, 15:48:53, time: 1.137, data_time: 0.002, memory: 9061, top1_acc: 0.3513, top5_acc: 0.5893, loss_cls: 3.0482, loss: 3.0482, grad_norm: 1.3387 2020-07-17 18:20:14,894 - mmaction - INFO - Epoch [53][360/1253] lr: 2.705e-01, eta: 3 days, 15:48:21, time: 1.135, data_time: 0.016, memory: 9061, top1_acc: 0.3453, top5_acc: 0.5979, loss_cls: 3.0025, loss: 3.0025, grad_norm: 1.3365 2020-07-17 18:20:37,175 - mmaction - INFO - Epoch [53][380/1253] lr: 2.705e-01, eta: 3 days, 15:47:46, time: 1.114, data_time: 0.013, memory: 9061, top1_acc: 0.3419, top5_acc: 0.6005, loss_cls: 2.9785, loss: 2.9785, grad_norm: 1.3475 2020-07-17 18:20:59,840 - mmaction - INFO - Epoch [53][400/1253] lr: 2.705e-01, eta: 3 days, 15:47:13, time: 1.134, data_time: 0.007, memory: 9061, top1_acc: 0.3206, top5_acc: 0.5784, loss_cls: 3.1243, loss: 3.1243, grad_norm: 1.3620 2020-07-17 18:21:21,756 - mmaction - INFO - Epoch [53][420/1253] lr: 2.705e-01, eta: 3 days, 15:46:37, time: 1.095, data_time: 0.010, memory: 9061, top1_acc: 0.3359, top5_acc: 0.5870, loss_cls: 3.0537, loss: 3.0537, grad_norm: 1.3481 2020-07-17 18:21:43,380 - mmaction - INFO - Epoch [53][440/1253] lr: 2.705e-01, eta: 3 days, 15:46:00, time: 1.081, data_time: 0.003, memory: 9061, top1_acc: 0.3341, top5_acc: 0.5831, loss_cls: 3.0474, loss: 3.0474, grad_norm: 1.3793 2020-07-17 18:22:05,260 - mmaction - INFO - Epoch [53][460/1253] lr: 2.705e-01, eta: 3 days, 15:45:24, time: 1.094, data_time: 0.003, memory: 9061, top1_acc: 0.3224, top5_acc: 0.5768, loss_cls: 3.0978, loss: 3.0978, grad_norm: 1.3588 2020-07-17 18:22:27,047 - mmaction - INFO - Epoch [53][480/1253] lr: 2.705e-01, eta: 3 days, 15:44:48, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3221, top5_acc: 0.5703, loss_cls: 3.1151, loss: 3.1151, grad_norm: 1.3428 2020-07-17 18:22:48,782 - mmaction - INFO - Epoch [53][500/1253] lr: 2.705e-01, eta: 3 days, 15:44:12, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3253, top5_acc: 0.5745, loss_cls: 3.1326, loss: 3.1326, grad_norm: 1.3283 2020-07-17 18:23:10,395 - mmaction - INFO - Epoch [53][520/1253] lr: 2.705e-01, eta: 3 days, 15:43:35, time: 1.081, data_time: 0.002, memory: 9061, top1_acc: 0.3479, top5_acc: 0.5987, loss_cls: 3.0179, loss: 3.0179, grad_norm: 1.3315 2020-07-17 18:23:32,097 - mmaction - INFO - Epoch [53][540/1253] lr: 2.705e-01, eta: 3 days, 15:42:58, time: 1.085, data_time: 0.002, memory: 9061, top1_acc: 0.3276, top5_acc: 0.5813, loss_cls: 3.0799, loss: 3.0799, grad_norm: 1.3565 2020-07-17 18:23:53,682 - mmaction - INFO - Epoch [53][560/1253] lr: 2.705e-01, eta: 3 days, 15:42:21, time: 1.078, data_time: 0.002, memory: 9061, top1_acc: 0.3234, top5_acc: 0.5930, loss_cls: 3.0627, loss: 3.0627, grad_norm: 1.3219 2020-07-17 18:24:15,345 - mmaction - INFO - Epoch [53][580/1253] lr: 2.705e-01, eta: 3 days, 15:41:44, time: 1.083, data_time: 0.003, memory: 9061, top1_acc: 0.3383, top5_acc: 0.5969, loss_cls: 3.0252, loss: 3.0252, grad_norm: 1.3564 2020-07-17 18:24:36,984 - mmaction - INFO - Epoch [53][600/1253] lr: 2.705e-01, eta: 3 days, 15:41:07, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3286, top5_acc: 0.5818, loss_cls: 3.0680, loss: 3.0680, grad_norm: 1.3226 2020-07-17 18:24:58,663 - mmaction - INFO - Epoch [53][620/1253] lr: 2.705e-01, eta: 3 days, 15:40:30, time: 1.082, data_time: 0.001, memory: 9061, top1_acc: 0.3346, top5_acc: 0.5948, loss_cls: 2.9876, loss: 2.9876, grad_norm: 1.3526 2020-07-17 18:25:20,308 - mmaction - INFO - Epoch [53][640/1253] lr: 2.705e-01, eta: 3 days, 15:39:54, time: 1.083, data_time: 0.003, memory: 9061, top1_acc: 0.3346, top5_acc: 0.5867, loss_cls: 3.0496, loss: 3.0496, grad_norm: 1.3496 2020-07-17 18:25:41,913 - mmaction - INFO - Epoch [53][660/1253] lr: 2.705e-01, eta: 3 days, 15:39:17, time: 1.081, data_time: 0.002, memory: 9061, top1_acc: 0.3315, top5_acc: 0.5883, loss_cls: 3.0513, loss: 3.0513, grad_norm: 1.3440 2020-07-17 18:26:03,480 - mmaction - INFO - Epoch [53][680/1253] lr: 2.705e-01, eta: 3 days, 15:38:40, time: 1.078, data_time: 0.002, memory: 9061, top1_acc: 0.3232, top5_acc: 0.5880, loss_cls: 3.0710, loss: 3.0710, grad_norm: 1.3499 2020-07-17 18:26:25,281 - mmaction - INFO - Epoch [53][700/1253] lr: 2.705e-01, eta: 3 days, 15:38:03, time: 1.090, data_time: 0.008, memory: 9061, top1_acc: 0.3221, top5_acc: 0.5773, loss_cls: 3.1432, loss: 3.1432, grad_norm: 1.3335 2020-07-17 18:26:46,876 - mmaction - INFO - Epoch [53][720/1253] lr: 2.705e-01, eta: 3 days, 15:37:26, time: 1.079, data_time: 0.002, memory: 9061, top1_acc: 0.3289, top5_acc: 0.5831, loss_cls: 3.0808, loss: 3.0808, grad_norm: 1.3283 2020-07-17 18:27:08,453 - mmaction - INFO - Epoch [53][740/1253] lr: 2.705e-01, eta: 3 days, 15:36:49, time: 1.079, data_time: 0.003, memory: 9061, top1_acc: 0.3247, top5_acc: 0.5724, loss_cls: 3.1153, loss: 3.1153, grad_norm: 1.3605 2020-07-17 18:27:30,211 - mmaction - INFO - Epoch [53][760/1253] lr: 2.705e-01, eta: 3 days, 15:36:13, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.3198, top5_acc: 0.5773, loss_cls: 3.1403, loss: 3.1403, grad_norm: 1.3491 2020-07-17 18:27:51,839 - mmaction - INFO - Epoch [53][780/1253] lr: 2.705e-01, eta: 3 days, 15:35:36, time: 1.079, data_time: 0.001, memory: 9061, top1_acc: 0.3263, top5_acc: 0.5768, loss_cls: 3.0840, loss: 3.0840, grad_norm: 1.3163 2020-07-17 18:28:13,581 - mmaction - INFO - Epoch [53][800/1253] lr: 2.705e-01, eta: 3 days, 15:35:00, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3273, top5_acc: 0.5797, loss_cls: 3.0813, loss: 3.0813, grad_norm: 1.3520 2020-07-17 18:28:35,103 - mmaction - INFO - Epoch [53][820/1253] lr: 2.705e-01, eta: 3 days, 15:34:23, time: 1.077, data_time: 0.003, memory: 9061, top1_acc: 0.3224, top5_acc: 0.5719, loss_cls: 3.1223, loss: 3.1223, grad_norm: 1.3539 2020-07-17 18:28:56,630 - mmaction - INFO - Epoch [53][840/1253] lr: 2.705e-01, eta: 3 days, 15:33:46, time: 1.077, data_time: 0.002, memory: 9061, top1_acc: 0.3354, top5_acc: 0.5760, loss_cls: 3.0828, loss: 3.0828, grad_norm: 1.3075 2020-07-17 18:29:18,361 - mmaction - INFO - Epoch [53][860/1253] lr: 2.705e-01, eta: 3 days, 15:33:09, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3427, top5_acc: 0.5935, loss_cls: 2.9902, loss: 2.9902, grad_norm: 1.3309 2020-07-17 18:29:40,034 - mmaction - INFO - Epoch [53][880/1253] lr: 2.705e-01, eta: 3 days, 15:32:33, time: 1.084, data_time: 0.002, memory: 9061, top1_acc: 0.3443, top5_acc: 0.5951, loss_cls: 2.9910, loss: 2.9910, grad_norm: 1.3826 2020-07-17 18:30:01,769 - mmaction - INFO - Epoch [53][900/1253] lr: 2.705e-01, eta: 3 days, 15:31:56, time: 1.086, data_time: 0.002, memory: 9061, top1_acc: 0.3359, top5_acc: 0.5904, loss_cls: 3.0583, loss: 3.0583, grad_norm: 1.3715 2020-07-17 18:30:24,346 - mmaction - INFO - Epoch [53][920/1253] lr: 2.705e-01, eta: 3 days, 15:31:23, time: 1.129, data_time: 0.003, memory: 9061, top1_acc: 0.3273, top5_acc: 0.5839, loss_cls: 3.0790, loss: 3.0790, grad_norm: 1.3470 2020-07-17 18:30:46,066 - mmaction - INFO - Epoch [53][940/1253] lr: 2.705e-01, eta: 3 days, 15:30:47, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3245, top5_acc: 0.5833, loss_cls: 3.0846, loss: 3.0846, grad_norm: 1.3478 2020-07-17 18:31:07,988 - mmaction - INFO - Epoch [53][960/1253] lr: 2.705e-01, eta: 3 days, 15:30:11, time: 1.096, data_time: 0.003, memory: 9061, top1_acc: 0.3318, top5_acc: 0.5737, loss_cls: 3.1196, loss: 3.1196, grad_norm: 1.3378 2020-07-17 18:31:29,717 - mmaction - INFO - Epoch [53][980/1253] lr: 2.705e-01, eta: 3 days, 15:29:35, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3417, top5_acc: 0.5690, loss_cls: 3.0650, loss: 3.0650, grad_norm: 1.3199 2020-07-17 18:31:51,414 - mmaction - INFO - Epoch [53][1000/1253] lr: 2.705e-01, eta: 3 days, 15:28:58, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3221, top5_acc: 0.5833, loss_cls: 3.0818, loss: 3.0818, grad_norm: 1.3485 2020-07-17 18:32:13,302 - mmaction - INFO - Epoch [53][1020/1253] lr: 2.705e-01, eta: 3 days, 15:28:23, time: 1.092, data_time: 0.001, memory: 9061, top1_acc: 0.3206, top5_acc: 0.5706, loss_cls: 3.1131, loss: 3.1131, grad_norm: 1.3544 2020-07-17 18:32:35,064 - mmaction - INFO - Epoch [53][1040/1253] lr: 2.705e-01, eta: 3 days, 15:27:46, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3323, top5_acc: 0.5875, loss_cls: 3.0614, loss: 3.0614, grad_norm: 1.3376 2020-07-17 18:32:56,850 - mmaction - INFO - Epoch [53][1060/1253] lr: 2.705e-01, eta: 3 days, 15:27:10, time: 1.088, data_time: 0.004, memory: 9061, top1_acc: 0.3318, top5_acc: 0.5831, loss_cls: 3.0863, loss: 3.0863, grad_norm: 1.3365 2020-07-17 18:33:18,527 - mmaction - INFO - Epoch [53][1080/1253] lr: 2.705e-01, eta: 3 days, 15:26:34, time: 1.085, data_time: 0.005, memory: 9061, top1_acc: 0.3258, top5_acc: 0.5805, loss_cls: 3.1195, loss: 3.1195, grad_norm: 1.3479 2020-07-17 18:33:40,218 - mmaction - INFO - Epoch [53][1100/1253] lr: 2.705e-01, eta: 3 days, 15:25:57, time: 1.086, data_time: 0.004, memory: 9061, top1_acc: 0.3365, top5_acc: 0.5917, loss_cls: 3.0374, loss: 3.0374, grad_norm: 1.3315 2020-07-17 18:34:01,951 - mmaction - INFO - Epoch [53][1120/1253] lr: 2.705e-01, eta: 3 days, 15:25:21, time: 1.085, data_time: 0.002, memory: 9061, top1_acc: 0.3365, top5_acc: 0.5685, loss_cls: 3.1182, loss: 3.1182, grad_norm: 1.3355 2020-07-17 18:34:23,710 - mmaction - INFO - Epoch [53][1140/1253] lr: 2.705e-01, eta: 3 days, 15:24:45, time: 1.089, data_time: 0.006, memory: 9061, top1_acc: 0.3258, top5_acc: 0.5820, loss_cls: 3.0719, loss: 3.0719, grad_norm: 1.3541 2020-07-17 18:34:45,422 - mmaction - INFO - Epoch [53][1160/1253] lr: 2.705e-01, eta: 3 days, 15:24:09, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3344, top5_acc: 0.5919, loss_cls: 3.0328, loss: 3.0328, grad_norm: 1.3748 2020-07-17 18:35:07,431 - mmaction - INFO - Epoch [53][1180/1253] lr: 2.705e-01, eta: 3 days, 15:23:33, time: 1.101, data_time: 0.004, memory: 9061, top1_acc: 0.3143, top5_acc: 0.5690, loss_cls: 3.1432, loss: 3.1432, grad_norm: 1.3391 2020-07-17 18:35:29,168 - mmaction - INFO - Epoch [53][1200/1253] lr: 2.705e-01, eta: 3 days, 15:22:57, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3422, top5_acc: 0.5906, loss_cls: 3.0621, loss: 3.0621, grad_norm: 1.3164 2020-07-17 18:35:50,860 - mmaction - INFO - Epoch [53][1220/1253] lr: 2.705e-01, eta: 3 days, 15:22:21, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3234, top5_acc: 0.5786, loss_cls: 3.0795, loss: 3.0795, grad_norm: 1.3446 2020-07-17 18:36:12,625 - mmaction - INFO - Epoch [53][1240/1253] lr: 2.705e-01, eta: 3 days, 15:21:45, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3263, top5_acc: 0.5810, loss_cls: 3.1268, loss: 3.1268, grad_norm: 1.3383 2020-07-17 18:39:45,368 - mmaction - INFO - Epoch [54][20/1253] lr: 2.694e-01, eta: 3 days, 15:30:39, time: 9.549, data_time: 8.342, memory: 9061, top1_acc: 0.3245, top5_acc: 0.5779, loss_cls: 3.1109, loss: 3.1109, grad_norm: 1.3268 2020-07-17 18:40:07,205 - mmaction - INFO - Epoch [54][40/1253] lr: 2.694e-01, eta: 3 days, 15:30:03, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.3323, top5_acc: 0.5940, loss_cls: 3.0369, loss: 3.0369, grad_norm: 1.3340 2020-07-17 18:40:29,096 - mmaction - INFO - Epoch [54][60/1253] lr: 2.694e-01, eta: 3 days, 15:29:27, time: 1.094, data_time: 0.003, memory: 9061, top1_acc: 0.3333, top5_acc: 0.5753, loss_cls: 3.1089, loss: 3.1089, grad_norm: 1.3230 2020-07-17 18:40:50,844 - mmaction - INFO - Epoch [54][80/1253] lr: 2.694e-01, eta: 3 days, 15:28:51, time: 1.087, data_time: 0.004, memory: 9061, top1_acc: 0.3406, top5_acc: 0.6008, loss_cls: 2.9823, loss: 2.9823, grad_norm: 1.3420 2020-07-17 18:41:12,653 - mmaction - INFO - Epoch [54][100/1253] lr: 2.694e-01, eta: 3 days, 15:28:15, time: 1.091, data_time: 0.004, memory: 9061, top1_acc: 0.3370, top5_acc: 0.5781, loss_cls: 3.0765, loss: 3.0765, grad_norm: 1.3615 2020-07-17 18:41:34,528 - mmaction - INFO - Epoch [54][120/1253] lr: 2.694e-01, eta: 3 days, 15:27:39, time: 1.095, data_time: 0.003, memory: 9061, top1_acc: 0.3247, top5_acc: 0.5737, loss_cls: 3.1005, loss: 3.1005, grad_norm: 1.3511 2020-07-17 18:41:56,346 - mmaction - INFO - Epoch [54][140/1253] lr: 2.694e-01, eta: 3 days, 15:27:03, time: 1.089, data_time: 0.002, memory: 9061, top1_acc: 0.3208, top5_acc: 0.5667, loss_cls: 3.1118, loss: 3.1118, grad_norm: 1.3505 2020-07-17 18:42:18,142 - mmaction - INFO - Epoch [54][160/1253] lr: 2.694e-01, eta: 3 days, 15:26:27, time: 1.091, data_time: 0.004, memory: 9061, top1_acc: 0.3328, top5_acc: 0.5786, loss_cls: 3.0769, loss: 3.0769, grad_norm: 1.3298 2020-07-17 18:42:40,043 - mmaction - INFO - Epoch [54][180/1253] lr: 2.694e-01, eta: 3 days, 15:25:51, time: 1.096, data_time: 0.003, memory: 9061, top1_acc: 0.3320, top5_acc: 0.5964, loss_cls: 3.0044, loss: 3.0044, grad_norm: 1.3388 2020-07-17 18:43:01,917 - mmaction - INFO - Epoch [54][200/1253] lr: 2.694e-01, eta: 3 days, 15:25:15, time: 1.092, data_time: 0.002, memory: 9061, top1_acc: 0.3313, top5_acc: 0.5872, loss_cls: 3.0508, loss: 3.0508, grad_norm: 1.3643 2020-07-17 18:43:23,685 - mmaction - INFO - Epoch [54][220/1253] lr: 2.694e-01, eta: 3 days, 15:24:39, time: 1.089, data_time: 0.004, memory: 9061, top1_acc: 0.3130, top5_acc: 0.5612, loss_cls: 3.1793, loss: 3.1793, grad_norm: 1.3699 2020-07-17 18:43:45,490 - mmaction - INFO - Epoch [54][240/1253] lr: 2.694e-01, eta: 3 days, 15:24:03, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.3263, top5_acc: 0.5781, loss_cls: 3.1029, loss: 3.1029, grad_norm: 1.3217 2020-07-17 18:44:07,291 - mmaction - INFO - Epoch [54][260/1253] lr: 2.694e-01, eta: 3 days, 15:23:27, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.3198, top5_acc: 0.5755, loss_cls: 3.1102, loss: 3.1102, grad_norm: 1.3555 2020-07-17 18:44:29,122 - mmaction - INFO - Epoch [54][280/1253] lr: 2.694e-01, eta: 3 days, 15:22:51, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.3414, top5_acc: 0.6055, loss_cls: 2.9717, loss: 2.9717, grad_norm: 1.3468 2020-07-17 18:44:50,793 - mmaction - INFO - Epoch [54][300/1253] lr: 2.694e-01, eta: 3 days, 15:22:15, time: 1.086, data_time: 0.004, memory: 9061, top1_acc: 0.3245, top5_acc: 0.5836, loss_cls: 3.0763, loss: 3.0763, grad_norm: 1.3127 2020-07-17 18:45:12,521 - mmaction - INFO - Epoch [54][320/1253] lr: 2.694e-01, eta: 3 days, 15:21:38, time: 1.085, data_time: 0.002, memory: 9061, top1_acc: 0.3281, top5_acc: 0.5841, loss_cls: 3.0757, loss: 3.0757, grad_norm: 1.3349 2020-07-17 18:45:34,100 - mmaction - INFO - Epoch [54][340/1253] lr: 2.694e-01, eta: 3 days, 15:21:01, time: 1.078, data_time: 0.002, memory: 9061, top1_acc: 0.3484, top5_acc: 0.5966, loss_cls: 2.9905, loss: 2.9905, grad_norm: 1.3384 2020-07-17 18:45:55,844 - mmaction - INFO - Epoch [54][360/1253] lr: 2.694e-01, eta: 3 days, 15:20:25, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3323, top5_acc: 0.5904, loss_cls: 3.0622, loss: 3.0622, grad_norm: 1.3857 2020-07-17 18:46:17,514 - mmaction - INFO - Epoch [54][380/1253] lr: 2.694e-01, eta: 3 days, 15:19:49, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3214, top5_acc: 0.5768, loss_cls: 3.0995, loss: 3.0995, grad_norm: 1.3714 2020-07-17 18:46:39,162 - mmaction - INFO - Epoch [54][400/1253] lr: 2.694e-01, eta: 3 days, 15:19:12, time: 1.082, data_time: 0.003, memory: 9061, top1_acc: 0.3404, top5_acc: 0.5935, loss_cls: 3.0259, loss: 3.0259, grad_norm: 1.3197 2020-07-17 18:47:00,954 - mmaction - INFO - Epoch [54][420/1253] lr: 2.694e-01, eta: 3 days, 15:18:36, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.3331, top5_acc: 0.5919, loss_cls: 3.0760, loss: 3.0760, grad_norm: 1.3423 2020-07-17 18:47:23,035 - mmaction - INFO - Epoch [54][440/1253] lr: 2.694e-01, eta: 3 days, 15:18:01, time: 1.102, data_time: 0.003, memory: 9061, top1_acc: 0.3388, top5_acc: 0.5911, loss_cls: 3.0592, loss: 3.0592, grad_norm: 1.3323 2020-07-17 18:47:44,913 - mmaction - INFO - Epoch [54][460/1253] lr: 2.694e-01, eta: 3 days, 15:17:25, time: 1.097, data_time: 0.005, memory: 9061, top1_acc: 0.3344, top5_acc: 0.5852, loss_cls: 3.0725, loss: 3.0725, grad_norm: 1.3320 2020-07-17 18:48:06,869 - mmaction - INFO - Epoch [54][480/1253] lr: 2.694e-01, eta: 3 days, 15:16:50, time: 1.098, data_time: 0.002, memory: 9061, top1_acc: 0.3336, top5_acc: 0.5797, loss_cls: 3.0864, loss: 3.0864, grad_norm: 1.3360 2020-07-17 18:48:28,729 - mmaction - INFO - Epoch [54][500/1253] lr: 2.694e-01, eta: 3 days, 15:16:14, time: 1.091, data_time: 0.002, memory: 9061, top1_acc: 0.3401, top5_acc: 0.5888, loss_cls: 3.0419, loss: 3.0419, grad_norm: 1.3267 2020-07-17 18:48:50,692 - mmaction - INFO - Epoch [54][520/1253] lr: 2.694e-01, eta: 3 days, 15:15:39, time: 1.099, data_time: 0.004, memory: 9061, top1_acc: 0.3398, top5_acc: 0.5927, loss_cls: 3.0165, loss: 3.0165, grad_norm: 1.3588 2020-07-17 18:49:12,511 - mmaction - INFO - Epoch [54][540/1253] lr: 2.694e-01, eta: 3 days, 15:15:03, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.3247, top5_acc: 0.5760, loss_cls: 3.1083, loss: 3.1083, grad_norm: 1.3537 2020-07-17 18:49:34,311 - mmaction - INFO - Epoch [54][560/1253] lr: 2.694e-01, eta: 3 days, 15:14:27, time: 1.091, data_time: 0.002, memory: 9061, top1_acc: 0.3385, top5_acc: 0.5844, loss_cls: 3.0627, loss: 3.0627, grad_norm: 1.3382 2020-07-17 18:49:55,954 - mmaction - INFO - Epoch [54][580/1253] lr: 2.694e-01, eta: 3 days, 15:13:51, time: 1.081, data_time: 0.001, memory: 9061, top1_acc: 0.3182, top5_acc: 0.5680, loss_cls: 3.1429, loss: 3.1429, grad_norm: 1.3485 2020-07-17 18:50:17,584 - mmaction - INFO - Epoch [54][600/1253] lr: 2.694e-01, eta: 3 days, 15:13:14, time: 1.082, data_time: 0.003, memory: 9061, top1_acc: 0.3378, top5_acc: 0.5927, loss_cls: 3.0109, loss: 3.0109, grad_norm: 1.3529 2020-07-17 18:50:39,281 - mmaction - INFO - Epoch [54][620/1253] lr: 2.694e-01, eta: 3 days, 15:12:38, time: 1.083, data_time: 0.002, memory: 9061, top1_acc: 0.3232, top5_acc: 0.5672, loss_cls: 3.1011, loss: 3.1011, grad_norm: 1.3493 2020-07-17 18:51:00,913 - mmaction - INFO - Epoch [54][640/1253] lr: 2.694e-01, eta: 3 days, 15:12:01, time: 1.082, data_time: 0.003, memory: 9061, top1_acc: 0.3263, top5_acc: 0.5727, loss_cls: 3.1238, loss: 3.1238, grad_norm: 1.3343 2020-07-17 18:51:22,543 - mmaction - INFO - Epoch [54][660/1253] lr: 2.694e-01, eta: 3 days, 15:11:25, time: 1.081, data_time: 0.003, memory: 9061, top1_acc: 0.3315, top5_acc: 0.5810, loss_cls: 3.0661, loss: 3.0661, grad_norm: 1.3420 2020-07-17 18:51:44,380 - mmaction - INFO - Epoch [54][680/1253] lr: 2.694e-01, eta: 3 days, 15:10:49, time: 1.093, data_time: 0.004, memory: 9061, top1_acc: 0.3294, top5_acc: 0.5885, loss_cls: 3.0270, loss: 3.0270, grad_norm: 1.3244 2020-07-17 18:52:06,107 - mmaction - INFO - Epoch [54][700/1253] lr: 2.694e-01, eta: 3 days, 15:10:13, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3180, top5_acc: 0.5737, loss_cls: 3.1263, loss: 3.1263, grad_norm: 1.3594 2020-07-17 18:52:27,702 - mmaction - INFO - Epoch [54][720/1253] lr: 2.694e-01, eta: 3 days, 15:09:36, time: 1.082, data_time: 0.004, memory: 9061, top1_acc: 0.3260, top5_acc: 0.5784, loss_cls: 3.0808, loss: 3.0808, grad_norm: 1.3347 2020-07-17 18:52:49,305 - mmaction - INFO - Epoch [54][740/1253] lr: 2.694e-01, eta: 3 days, 15:09:00, time: 1.080, data_time: 0.001, memory: 9061, top1_acc: 0.3297, top5_acc: 0.5818, loss_cls: 3.0821, loss: 3.0821, grad_norm: 1.3388 2020-07-17 18:53:11,015 - mmaction - INFO - Epoch [54][760/1253] lr: 2.694e-01, eta: 3 days, 15:08:23, time: 1.083, data_time: 0.001, memory: 9061, top1_acc: 0.3357, top5_acc: 0.5891, loss_cls: 3.0468, loss: 3.0468, grad_norm: 1.3375 2020-07-17 18:53:32,765 - mmaction - INFO - Epoch [54][780/1253] lr: 2.694e-01, eta: 3 days, 15:07:47, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3326, top5_acc: 0.5857, loss_cls: 3.0539, loss: 3.0539, grad_norm: 1.3604 2020-07-17 18:53:54,493 - mmaction - INFO - Epoch [54][800/1253] lr: 2.694e-01, eta: 3 days, 15:07:11, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3318, top5_acc: 0.5818, loss_cls: 3.0434, loss: 3.0434, grad_norm: 1.3297 2020-07-17 18:54:16,290 - mmaction - INFO - Epoch [54][820/1253] lr: 2.694e-01, eta: 3 days, 15:06:35, time: 1.088, data_time: 0.001, memory: 9061, top1_acc: 0.3344, top5_acc: 0.5805, loss_cls: 3.0747, loss: 3.0747, grad_norm: 1.3541 2020-07-17 18:54:37,869 - mmaction - INFO - Epoch [54][840/1253] lr: 2.694e-01, eta: 3 days, 15:05:59, time: 1.080, data_time: 0.004, memory: 9061, top1_acc: 0.3435, top5_acc: 0.5932, loss_cls: 2.9848, loss: 2.9848, grad_norm: 1.3615 2020-07-17 18:54:59,580 - mmaction - INFO - Epoch [54][860/1253] lr: 2.694e-01, eta: 3 days, 15:05:23, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3320, top5_acc: 0.5771, loss_cls: 3.0506, loss: 3.0506, grad_norm: 1.3603 2020-07-17 18:55:21,407 - mmaction - INFO - Epoch [54][880/1253] lr: 2.694e-01, eta: 3 days, 15:04:47, time: 1.091, data_time: 0.002, memory: 9061, top1_acc: 0.3367, top5_acc: 0.5789, loss_cls: 3.0632, loss: 3.0632, grad_norm: 1.3690 2020-07-17 18:55:43,383 - mmaction - INFO - Epoch [54][900/1253] lr: 2.694e-01, eta: 3 days, 15:04:12, time: 1.098, data_time: 0.003, memory: 9061, top1_acc: 0.3229, top5_acc: 0.5766, loss_cls: 3.0840, loss: 3.0840, grad_norm: 1.3522 2020-07-17 18:56:05,059 - mmaction - INFO - Epoch [54][920/1253] lr: 2.694e-01, eta: 3 days, 15:03:36, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3167, top5_acc: 0.5635, loss_cls: 3.1422, loss: 3.1422, grad_norm: 1.3265 2020-07-17 18:56:26,698 - mmaction - INFO - Epoch [54][940/1253] lr: 2.694e-01, eta: 3 days, 15:02:59, time: 1.082, data_time: 0.003, memory: 9061, top1_acc: 0.3411, top5_acc: 0.5956, loss_cls: 3.0027, loss: 3.0027, grad_norm: 1.3341 2020-07-17 18:56:48,412 - mmaction - INFO - Epoch [54][960/1253] lr: 2.694e-01, eta: 3 days, 15:02:23, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3344, top5_acc: 0.5888, loss_cls: 3.0822, loss: 3.0822, grad_norm: 1.3772 2020-07-17 18:57:10,066 - mmaction - INFO - Epoch [54][980/1253] lr: 2.694e-01, eta: 3 days, 15:01:47, time: 1.083, data_time: 0.002, memory: 9061, top1_acc: 0.3208, top5_acc: 0.5797, loss_cls: 3.0902, loss: 3.0902, grad_norm: 1.3078 2020-07-17 18:57:31,749 - mmaction - INFO - Epoch [54][1000/1253] lr: 2.694e-01, eta: 3 days, 15:01:11, time: 1.084, data_time: 0.002, memory: 9061, top1_acc: 0.3289, top5_acc: 0.5773, loss_cls: 3.0981, loss: 3.0981, grad_norm: 1.3307 2020-07-17 18:57:53,542 - mmaction - INFO - Epoch [54][1020/1253] lr: 2.694e-01, eta: 3 days, 15:00:35, time: 1.089, data_time: 0.002, memory: 9061, top1_acc: 0.3313, top5_acc: 0.5911, loss_cls: 3.0366, loss: 3.0366, grad_norm: 1.3546 2020-07-17 18:58:15,246 - mmaction - INFO - Epoch [54][1040/1253] lr: 2.694e-01, eta: 3 days, 14:59:59, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3279, top5_acc: 0.5609, loss_cls: 3.1249, loss: 3.1249, grad_norm: 1.3324 2020-07-17 18:58:37,084 - mmaction - INFO - Epoch [54][1060/1253] lr: 2.694e-01, eta: 3 days, 14:59:23, time: 1.093, data_time: 0.003, memory: 9061, top1_acc: 0.3276, top5_acc: 0.5831, loss_cls: 3.0677, loss: 3.0677, grad_norm: 1.3410 2020-07-17 18:58:58,827 - mmaction - INFO - Epoch [54][1080/1253] lr: 2.694e-01, eta: 3 days, 14:58:47, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3578, top5_acc: 0.6083, loss_cls: 2.9372, loss: 2.9372, grad_norm: 1.3567 2020-07-17 18:59:20,370 - mmaction - INFO - Epoch [54][1100/1253] lr: 2.694e-01, eta: 3 days, 14:58:11, time: 1.079, data_time: 0.003, memory: 9061, top1_acc: 0.3346, top5_acc: 0.5878, loss_cls: 3.0527, loss: 3.0527, grad_norm: 1.3381 2020-07-17 18:59:42,123 - mmaction - INFO - Epoch [54][1120/1253] lr: 2.694e-01, eta: 3 days, 14:57:35, time: 1.085, data_time: 0.005, memory: 9061, top1_acc: 0.3305, top5_acc: 0.5846, loss_cls: 3.0313, loss: 3.0313, grad_norm: 1.3710 2020-07-17 19:00:11,199 - mmaction - INFO - Epoch [54][1140/1253] lr: 2.694e-01, eta: 3 days, 14:57:20, time: 1.369, data_time: 0.009, memory: 9061, top1_acc: 0.3151, top5_acc: 0.5732, loss_cls: 3.1588, loss: 3.1588, grad_norm: 1.3561 2020-07-17 19:00:36,033 - mmaction - INFO - Epoch [54][1160/1253] lr: 2.694e-01, eta: 3 days, 14:57:02, time: 1.329, data_time: 0.093, memory: 9061, top1_acc: 0.3292, top5_acc: 0.5766, loss_cls: 3.0868, loss: 3.0868, grad_norm: 1.3342 2020-07-17 19:00:57,925 - mmaction - INFO - Epoch [54][1180/1253] lr: 2.694e-01, eta: 3 days, 14:56:27, time: 1.094, data_time: 0.001, memory: 9061, top1_acc: 0.3422, top5_acc: 0.5919, loss_cls: 3.0506, loss: 3.0506, grad_norm: 1.3340 2020-07-17 19:01:19,598 - mmaction - INFO - Epoch [54][1200/1253] lr: 2.694e-01, eta: 3 days, 14:55:50, time: 1.082, data_time: 0.004, memory: 9061, top1_acc: 0.3422, top5_acc: 0.5930, loss_cls: 3.0396, loss: 3.0396, grad_norm: 1.3389 2020-07-17 19:01:41,377 - mmaction - INFO - Epoch [54][1220/1253] lr: 2.694e-01, eta: 3 days, 14:55:15, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.3208, top5_acc: 0.5807, loss_cls: 3.0939, loss: 3.0939, grad_norm: 1.3690 2020-07-17 19:02:03,325 - mmaction - INFO - Epoch [54][1240/1253] lr: 2.694e-01, eta: 3 days, 14:54:40, time: 1.095, data_time: 0.001, memory: 9061, top1_acc: 0.3307, top5_acc: 0.5833, loss_cls: 3.0827, loss: 3.0827, grad_norm: 1.3418 2020-07-17 19:06:02,531 - mmaction - INFO - Epoch [55][20/1253] lr: 2.683e-01, eta: 3 days, 15:04:32, time: 10.508, data_time: 9.124, memory: 9061, top1_acc: 0.3414, top5_acc: 0.5872, loss_cls: 3.0653, loss: 3.0653, grad_norm: 1.3629 2020-07-17 19:06:24,264 - mmaction - INFO - Epoch [55][40/1253] lr: 2.683e-01, eta: 3 days, 15:03:56, time: 1.087, data_time: 0.004, memory: 9061, top1_acc: 0.3341, top5_acc: 0.5833, loss_cls: 3.0671, loss: 3.0671, grad_norm: 1.3232 2020-07-17 19:06:46,048 - mmaction - INFO - Epoch [55][60/1253] lr: 2.683e-01, eta: 3 days, 15:03:20, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.3339, top5_acc: 0.5831, loss_cls: 3.0710, loss: 3.0710, grad_norm: 1.3857 2020-07-17 19:07:07,757 - mmaction - INFO - Epoch [55][80/1253] lr: 2.683e-01, eta: 3 days, 15:02:44, time: 1.084, data_time: 0.001, memory: 9061, top1_acc: 0.3214, top5_acc: 0.5878, loss_cls: 3.0690, loss: 3.0690, grad_norm: 1.3627 2020-07-17 19:07:29,480 - mmaction - INFO - Epoch [55][100/1253] lr: 2.683e-01, eta: 3 days, 15:02:08, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3276, top5_acc: 0.5844, loss_cls: 3.0716, loss: 3.0716, grad_norm: 1.3351 2020-07-17 19:07:51,135 - mmaction - INFO - Epoch [55][120/1253] lr: 2.683e-01, eta: 3 days, 15:01:31, time: 1.080, data_time: 0.001, memory: 9061, top1_acc: 0.3318, top5_acc: 0.5859, loss_cls: 3.0514, loss: 3.0514, grad_norm: 1.3678 2020-07-17 19:08:12,913 - mmaction - INFO - Epoch [55][140/1253] lr: 2.683e-01, eta: 3 days, 15:00:55, time: 1.089, data_time: 0.004, memory: 9061, top1_acc: 0.3333, top5_acc: 0.5875, loss_cls: 3.0506, loss: 3.0506, grad_norm: 1.3460 2020-07-17 19:08:34,655 - mmaction - INFO - Epoch [55][160/1253] lr: 2.683e-01, eta: 3 days, 15:00:19, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3268, top5_acc: 0.5773, loss_cls: 3.1002, loss: 3.1002, grad_norm: 1.3384 2020-07-17 19:08:56,290 - mmaction - INFO - Epoch [55][180/1253] lr: 2.683e-01, eta: 3 days, 14:59:43, time: 1.082, data_time: 0.003, memory: 9061, top1_acc: 0.3367, top5_acc: 0.5943, loss_cls: 3.0256, loss: 3.0256, grad_norm: 1.3514 2020-07-17 19:09:17,867 - mmaction - INFO - Epoch [55][200/1253] lr: 2.683e-01, eta: 3 days, 14:59:06, time: 1.079, data_time: 0.003, memory: 9061, top1_acc: 0.3378, top5_acc: 0.5995, loss_cls: 3.0260, loss: 3.0260, grad_norm: 1.3637 2020-07-17 19:09:39,636 - mmaction - INFO - Epoch [55][220/1253] lr: 2.683e-01, eta: 3 days, 14:58:30, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3234, top5_acc: 0.5688, loss_cls: 3.1385, loss: 3.1385, grad_norm: 1.3315 2020-07-17 19:10:01,290 - mmaction - INFO - Epoch [55][240/1253] lr: 2.683e-01, eta: 3 days, 14:57:54, time: 1.082, data_time: 0.004, memory: 9061, top1_acc: 0.3292, top5_acc: 0.5883, loss_cls: 3.0544, loss: 3.0544, grad_norm: 1.3274 2020-07-17 19:10:23,046 - mmaction - INFO - Epoch [55][260/1253] lr: 2.683e-01, eta: 3 days, 14:57:18, time: 1.089, data_time: 0.004, memory: 9061, top1_acc: 0.3214, top5_acc: 0.5651, loss_cls: 3.1301, loss: 3.1301, grad_norm: 1.3921 2020-07-17 19:10:44,851 - mmaction - INFO - Epoch [55][280/1253] lr: 2.683e-01, eta: 3 days, 14:56:42, time: 1.089, data_time: 0.007, memory: 9061, top1_acc: 0.3563, top5_acc: 0.5958, loss_cls: 2.9991, loss: 2.9991, grad_norm: 1.3316 2020-07-17 19:11:06,496 - mmaction - INFO - Epoch [55][300/1253] lr: 2.683e-01, eta: 3 days, 14:56:06, time: 1.082, data_time: 0.003, memory: 9061, top1_acc: 0.3289, top5_acc: 0.5893, loss_cls: 3.0767, loss: 3.0767, grad_norm: 1.3563 2020-07-17 19:11:28,394 - mmaction - INFO - Epoch [55][320/1253] lr: 2.683e-01, eta: 3 days, 14:55:31, time: 1.096, data_time: 0.004, memory: 9061, top1_acc: 0.3380, top5_acc: 0.5979, loss_cls: 3.0046, loss: 3.0046, grad_norm: 1.3396 2020-07-17 19:11:50,115 - mmaction - INFO - Epoch [55][340/1253] lr: 2.683e-01, eta: 3 days, 14:54:55, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3281, top5_acc: 0.5898, loss_cls: 3.0481, loss: 3.0481, grad_norm: 1.3568 2020-07-17 19:12:11,800 - mmaction - INFO - Epoch [55][360/1253] lr: 2.683e-01, eta: 3 days, 14:54:18, time: 1.083, data_time: 0.002, memory: 9061, top1_acc: 0.3255, top5_acc: 0.5690, loss_cls: 3.1062, loss: 3.1062, grad_norm: 1.3514 2020-07-17 19:12:33,608 - mmaction - INFO - Epoch [55][380/1253] lr: 2.683e-01, eta: 3 days, 14:53:43, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.3370, top5_acc: 0.5997, loss_cls: 3.0369, loss: 3.0369, grad_norm: 1.3352 2020-07-17 19:12:55,352 - mmaction - INFO - Epoch [55][400/1253] lr: 2.683e-01, eta: 3 days, 14:53:07, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3367, top5_acc: 0.5930, loss_cls: 3.0635, loss: 3.0635, grad_norm: 1.3392 2020-07-17 19:13:17,148 - mmaction - INFO - Epoch [55][420/1253] lr: 2.683e-01, eta: 3 days, 14:52:31, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.3266, top5_acc: 0.5745, loss_cls: 3.1102, loss: 3.1102, grad_norm: 1.3631 2020-07-17 19:13:38,936 - mmaction - INFO - Epoch [55][440/1253] lr: 2.683e-01, eta: 3 days, 14:51:55, time: 1.088, data_time: 0.002, memory: 9061, top1_acc: 0.3328, top5_acc: 0.5875, loss_cls: 3.0790, loss: 3.0790, grad_norm: 1.3670 2020-07-17 19:14:00,570 - mmaction - INFO - Epoch [55][460/1253] lr: 2.683e-01, eta: 3 days, 14:51:19, time: 1.083, data_time: 0.004, memory: 9061, top1_acc: 0.3266, top5_acc: 0.5836, loss_cls: 3.0997, loss: 3.0997, grad_norm: 1.3329 2020-07-17 19:14:22,208 - mmaction - INFO - Epoch [55][480/1253] lr: 2.683e-01, eta: 3 days, 14:50:43, time: 1.082, data_time: 0.003, memory: 9061, top1_acc: 0.3258, top5_acc: 0.5708, loss_cls: 3.0666, loss: 3.0666, grad_norm: 1.3269 2020-07-17 19:14:43,867 - mmaction - INFO - Epoch [55][500/1253] lr: 2.683e-01, eta: 3 days, 14:50:06, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3227, top5_acc: 0.5799, loss_cls: 3.0834, loss: 3.0834, grad_norm: 1.3289 2020-07-17 19:15:05,727 - mmaction - INFO - Epoch [55][520/1253] lr: 2.683e-01, eta: 3 days, 14:49:31, time: 1.092, data_time: 0.002, memory: 9061, top1_acc: 0.3422, top5_acc: 0.5995, loss_cls: 3.0084, loss: 3.0084, grad_norm: 1.3385 2020-07-17 19:15:27,331 - mmaction - INFO - Epoch [55][540/1253] lr: 2.683e-01, eta: 3 days, 14:48:54, time: 1.081, data_time: 0.003, memory: 9061, top1_acc: 0.3286, top5_acc: 0.5849, loss_cls: 3.0768, loss: 3.0768, grad_norm: 1.3658 2020-07-17 19:15:49,006 - mmaction - INFO - Epoch [55][560/1253] lr: 2.683e-01, eta: 3 days, 14:48:18, time: 1.083, data_time: 0.003, memory: 9061, top1_acc: 0.3310, top5_acc: 0.5802, loss_cls: 3.0896, loss: 3.0896, grad_norm: 1.3491 2020-07-17 19:16:10,746 - mmaction - INFO - Epoch [55][580/1253] lr: 2.683e-01, eta: 3 days, 14:47:42, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3263, top5_acc: 0.5802, loss_cls: 3.0914, loss: 3.0914, grad_norm: 1.3257 2020-07-17 19:16:32,481 - mmaction - INFO - Epoch [55][600/1253] lr: 2.683e-01, eta: 3 days, 14:47:07, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3247, top5_acc: 0.5911, loss_cls: 3.0714, loss: 3.0714, grad_norm: 1.3364 2020-07-17 19:16:54,254 - mmaction - INFO - Epoch [55][620/1253] lr: 2.683e-01, eta: 3 days, 14:46:31, time: 1.088, data_time: 0.002, memory: 9061, top1_acc: 0.3359, top5_acc: 0.6013, loss_cls: 3.0280, loss: 3.0280, grad_norm: 1.3396 2020-07-17 19:17:15,982 - mmaction - INFO - Epoch [55][640/1253] lr: 2.683e-01, eta: 3 days, 14:45:55, time: 1.087, data_time: 0.002, memory: 9061, top1_acc: 0.3391, top5_acc: 0.5914, loss_cls: 3.0024, loss: 3.0024, grad_norm: 1.3273 2020-07-17 19:17:37,673 - mmaction - INFO - Epoch [55][660/1253] lr: 2.683e-01, eta: 3 days, 14:45:19, time: 1.083, data_time: 0.002, memory: 9061, top1_acc: 0.3372, top5_acc: 0.5885, loss_cls: 3.0356, loss: 3.0356, grad_norm: 1.3384 2020-07-17 19:17:59,466 - mmaction - INFO - Epoch [55][680/1253] lr: 2.683e-01, eta: 3 days, 14:44:43, time: 1.091, data_time: 0.004, memory: 9061, top1_acc: 0.3482, top5_acc: 0.5956, loss_cls: 3.0091, loss: 3.0091, grad_norm: 1.3437 2020-07-17 19:18:21,136 - mmaction - INFO - Epoch [55][700/1253] lr: 2.683e-01, eta: 3 days, 14:44:07, time: 1.082, data_time: 0.005, memory: 9061, top1_acc: 0.3177, top5_acc: 0.5737, loss_cls: 3.1067, loss: 3.1067, grad_norm: 1.3665 2020-07-17 19:18:42,847 - mmaction - INFO - Epoch [55][720/1253] lr: 2.683e-01, eta: 3 days, 14:43:31, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3245, top5_acc: 0.5786, loss_cls: 3.1110, loss: 3.1110, grad_norm: 1.3930 2020-07-17 19:19:04,492 - mmaction - INFO - Epoch [55][740/1253] lr: 2.683e-01, eta: 3 days, 14:42:55, time: 1.083, data_time: 0.004, memory: 9061, top1_acc: 0.3448, top5_acc: 0.5859, loss_cls: 3.0410, loss: 3.0410, grad_norm: 1.3053 2020-07-17 19:19:26,131 - mmaction - INFO - Epoch [55][760/1253] lr: 2.683e-01, eta: 3 days, 14:42:19, time: 1.082, data_time: 0.003, memory: 9061, top1_acc: 0.3443, top5_acc: 0.6060, loss_cls: 2.9928, loss: 2.9928, grad_norm: 1.3483 2020-07-17 19:19:47,790 - mmaction - INFO - Epoch [55][780/1253] lr: 2.683e-01, eta: 3 days, 14:41:43, time: 1.081, data_time: 0.002, memory: 9061, top1_acc: 0.3211, top5_acc: 0.5688, loss_cls: 3.1050, loss: 3.1050, grad_norm: 1.3741 2020-07-17 19:20:09,574 - mmaction - INFO - Epoch [55][800/1253] lr: 2.683e-01, eta: 3 days, 14:41:07, time: 1.090, data_time: 0.004, memory: 9061, top1_acc: 0.3297, top5_acc: 0.5818, loss_cls: 3.0798, loss: 3.0798, grad_norm: 1.3371 2020-07-17 19:20:31,442 - mmaction - INFO - Epoch [55][820/1253] lr: 2.683e-01, eta: 3 days, 14:40:32, time: 1.094, data_time: 0.003, memory: 9061, top1_acc: 0.3328, top5_acc: 0.5820, loss_cls: 3.0528, loss: 3.0528, grad_norm: 1.3491 2020-07-17 19:20:53,163 - mmaction - INFO - Epoch [55][840/1253] lr: 2.683e-01, eta: 3 days, 14:39:56, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3201, top5_acc: 0.5740, loss_cls: 3.1171, loss: 3.1171, grad_norm: 1.3677 2020-07-17 19:21:14,931 - mmaction - INFO - Epoch [55][860/1253] lr: 2.683e-01, eta: 3 days, 14:39:20, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3245, top5_acc: 0.5818, loss_cls: 3.1113, loss: 3.1113, grad_norm: 1.3475 2020-07-17 19:21:36,678 - mmaction - INFO - Epoch [55][880/1253] lr: 2.683e-01, eta: 3 days, 14:38:45, time: 1.089, data_time: 0.004, memory: 9061, top1_acc: 0.3284, top5_acc: 0.5732, loss_cls: 3.1083, loss: 3.1083, grad_norm: 1.3587 2020-07-17 19:21:58,380 - mmaction - INFO - Epoch [55][900/1253] lr: 2.683e-01, eta: 3 days, 14:38:09, time: 1.084, data_time: 0.002, memory: 9061, top1_acc: 0.3359, top5_acc: 0.5872, loss_cls: 3.0646, loss: 3.0646, grad_norm: 1.3457 2020-07-17 19:22:20,098 - mmaction - INFO - Epoch [55][920/1253] lr: 2.683e-01, eta: 3 days, 14:37:33, time: 1.085, data_time: 0.002, memory: 9061, top1_acc: 0.3193, top5_acc: 0.5779, loss_cls: 3.1188, loss: 3.1188, grad_norm: 1.3706 2020-07-17 19:22:41,947 - mmaction - INFO - Epoch [55][940/1253] lr: 2.683e-01, eta: 3 days, 14:36:58, time: 1.093, data_time: 0.003, memory: 9061, top1_acc: 0.3279, top5_acc: 0.5776, loss_cls: 3.0991, loss: 3.0991, grad_norm: 1.3410 2020-07-17 19:23:03,673 - mmaction - INFO - Epoch [55][960/1253] lr: 2.683e-01, eta: 3 days, 14:36:22, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3273, top5_acc: 0.5810, loss_cls: 3.1063, loss: 3.1063, grad_norm: 1.3467 2020-07-17 19:23:25,393 - mmaction - INFO - Epoch [55][980/1253] lr: 2.683e-01, eta: 3 days, 14:35:46, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3299, top5_acc: 0.5878, loss_cls: 3.0248, loss: 3.0248, grad_norm: 1.3157 2020-07-17 19:23:47,186 - mmaction - INFO - Epoch [55][1000/1253] lr: 2.683e-01, eta: 3 days, 14:35:10, time: 1.089, data_time: 0.002, memory: 9061, top1_acc: 0.3305, top5_acc: 0.5891, loss_cls: 3.0688, loss: 3.0688, grad_norm: 1.3666 2020-07-17 19:24:08,809 - mmaction - INFO - Epoch [55][1020/1253] lr: 2.683e-01, eta: 3 days, 14:34:34, time: 1.081, data_time: 0.003, memory: 9061, top1_acc: 0.3253, top5_acc: 0.5870, loss_cls: 3.0591, loss: 3.0591, grad_norm: 1.3606 2020-07-17 19:24:30,478 - mmaction - INFO - Epoch [55][1040/1253] lr: 2.683e-01, eta: 3 days, 14:33:58, time: 1.084, data_time: 0.004, memory: 9061, top1_acc: 0.3255, top5_acc: 0.5755, loss_cls: 3.0750, loss: 3.0750, grad_norm: 1.3291 2020-07-17 19:24:52,207 - mmaction - INFO - Epoch [55][1060/1253] lr: 2.683e-01, eta: 3 days, 14:33:23, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3359, top5_acc: 0.5828, loss_cls: 3.0706, loss: 3.0706, grad_norm: 1.3254 2020-07-17 19:25:13,920 - mmaction - INFO - Epoch [55][1080/1253] lr: 2.683e-01, eta: 3 days, 14:32:47, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3398, top5_acc: 0.5885, loss_cls: 3.0683, loss: 3.0683, grad_norm: 1.3430 2020-07-17 19:25:35,616 - mmaction - INFO - Epoch [55][1100/1253] lr: 2.683e-01, eta: 3 days, 14:32:11, time: 1.086, data_time: 0.005, memory: 9061, top1_acc: 0.3372, top5_acc: 0.5862, loss_cls: 3.0396, loss: 3.0396, grad_norm: 1.3223 2020-07-17 19:25:57,307 - mmaction - INFO - Epoch [55][1120/1253] lr: 2.683e-01, eta: 3 days, 14:31:35, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3289, top5_acc: 0.5771, loss_cls: 3.0988, loss: 3.0988, grad_norm: 1.3633 2020-07-17 19:26:19,000 - mmaction - INFO - Epoch [55][1140/1253] lr: 2.683e-01, eta: 3 days, 14:31:00, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3271, top5_acc: 0.5826, loss_cls: 3.0462, loss: 3.0462, grad_norm: 1.3393 2020-07-17 19:26:40,673 - mmaction - INFO - Epoch [55][1160/1253] lr: 2.683e-01, eta: 3 days, 14:30:23, time: 1.080, data_time: 0.001, memory: 9061, top1_acc: 0.3302, top5_acc: 0.5891, loss_cls: 3.0788, loss: 3.0788, grad_norm: 1.3697 2020-07-17 19:27:02,478 - mmaction - INFO - Epoch [55][1180/1253] lr: 2.683e-01, eta: 3 days, 14:29:48, time: 1.093, data_time: 0.005, memory: 9061, top1_acc: 0.3193, top5_acc: 0.5786, loss_cls: 3.1058, loss: 3.1058, grad_norm: 1.3380 2020-07-17 19:27:24,203 - mmaction - INFO - Epoch [55][1200/1253] lr: 2.683e-01, eta: 3 days, 14:29:13, time: 1.085, data_time: 0.002, memory: 9061, top1_acc: 0.3372, top5_acc: 0.5844, loss_cls: 3.0667, loss: 3.0667, grad_norm: 1.3476 2020-07-17 19:27:45,957 - mmaction - INFO - Epoch [55][1220/1253] lr: 2.683e-01, eta: 3 days, 14:28:37, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3341, top5_acc: 0.5867, loss_cls: 3.0491, loss: 3.0491, grad_norm: 1.3407 2020-07-17 19:28:07,791 - mmaction - INFO - Epoch [55][1240/1253] lr: 2.683e-01, eta: 3 days, 14:28:02, time: 1.094, data_time: 0.003, memory: 9061, top1_acc: 0.3409, top5_acc: 0.5953, loss_cls: 3.0109, loss: 3.0109, grad_norm: 1.3369 2020-07-17 19:32:23,356 - mmaction - INFO - Epoch [56][20/1253] lr: 2.671e-01, eta: 3 days, 14:38:59, time: 11.596, data_time: 10.418, memory: 9061, top1_acc: 0.3190, top5_acc: 0.5836, loss_cls: 3.0834, loss: 3.0834, grad_norm: 1.3709 2020-07-17 19:32:45,183 - mmaction - INFO - Epoch [56][40/1253] lr: 2.671e-01, eta: 3 days, 14:38:24, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.3297, top5_acc: 0.5805, loss_cls: 3.0693, loss: 3.0693, grad_norm: 1.3392 2020-07-17 19:33:06,923 - mmaction - INFO - Epoch [56][60/1253] lr: 2.671e-01, eta: 3 days, 14:37:48, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3326, top5_acc: 0.5854, loss_cls: 3.0763, loss: 3.0763, grad_norm: 1.3363 2020-07-17 19:33:28,469 - mmaction - INFO - Epoch [56][80/1253] lr: 2.671e-01, eta: 3 days, 14:37:11, time: 1.076, data_time: 0.002, memory: 9061, top1_acc: 0.3414, top5_acc: 0.5888, loss_cls: 3.0026, loss: 3.0026, grad_norm: 1.3123 2020-07-17 19:33:50,189 - mmaction - INFO - Epoch [56][100/1253] lr: 2.671e-01, eta: 3 days, 14:36:36, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3469, top5_acc: 0.6047, loss_cls: 2.9833, loss: 2.9833, grad_norm: 1.3417 2020-07-17 19:34:11,944 - mmaction - INFO - Epoch [56][120/1253] lr: 2.671e-01, eta: 3 days, 14:36:00, time: 1.087, data_time: 0.001, memory: 9061, top1_acc: 0.3380, top5_acc: 0.5943, loss_cls: 3.0265, loss: 3.0265, grad_norm: 1.3689 2020-07-17 19:34:33,515 - mmaction - INFO - Epoch [56][140/1253] lr: 2.671e-01, eta: 3 days, 14:35:23, time: 1.078, data_time: 0.002, memory: 9061, top1_acc: 0.3461, top5_acc: 0.5940, loss_cls: 2.9950, loss: 2.9950, grad_norm: 1.3769 2020-07-17 19:34:55,528 - mmaction - INFO - Epoch [56][160/1253] lr: 2.671e-01, eta: 3 days, 14:34:48, time: 1.101, data_time: 0.003, memory: 9061, top1_acc: 0.3299, top5_acc: 0.5878, loss_cls: 3.0360, loss: 3.0360, grad_norm: 1.3735 2020-07-17 19:35:17,147 - mmaction - INFO - Epoch [56][180/1253] lr: 2.671e-01, eta: 3 days, 14:34:12, time: 1.080, data_time: 0.002, memory: 9061, top1_acc: 0.3404, top5_acc: 0.6021, loss_cls: 3.0278, loss: 3.0278, grad_norm: 1.3579 2020-07-17 19:35:38,684 - mmaction - INFO - Epoch [56][200/1253] lr: 2.671e-01, eta: 3 days, 14:33:36, time: 1.078, data_time: 0.003, memory: 9061, top1_acc: 0.3479, top5_acc: 0.6005, loss_cls: 2.9909, loss: 2.9909, grad_norm: 1.3456 2020-07-17 19:36:00,303 - mmaction - INFO - Epoch [56][220/1253] lr: 2.671e-01, eta: 3 days, 14:32:59, time: 1.080, data_time: 0.002, memory: 9061, top1_acc: 0.3313, top5_acc: 0.5820, loss_cls: 3.0754, loss: 3.0754, grad_norm: 1.3533 2020-07-17 19:36:22,295 - mmaction - INFO - Epoch [56][240/1253] lr: 2.671e-01, eta: 3 days, 14:32:25, time: 1.100, data_time: 0.003, memory: 9061, top1_acc: 0.3328, top5_acc: 0.5865, loss_cls: 3.0683, loss: 3.0683, grad_norm: 1.3536 2020-07-17 19:36:43,987 - mmaction - INFO - Epoch [56][260/1253] lr: 2.671e-01, eta: 3 days, 14:31:49, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3216, top5_acc: 0.5763, loss_cls: 3.1109, loss: 3.1109, grad_norm: 1.3334 2020-07-17 19:37:05,629 - mmaction - INFO - Epoch [56][280/1253] lr: 2.671e-01, eta: 3 days, 14:31:13, time: 1.083, data_time: 0.004, memory: 9061, top1_acc: 0.3237, top5_acc: 0.5914, loss_cls: 3.0785, loss: 3.0785, grad_norm: 1.3629 2020-07-17 19:37:27,226 - mmaction - INFO - Epoch [56][300/1253] lr: 2.671e-01, eta: 3 days, 14:30:36, time: 1.080, data_time: 0.003, memory: 9061, top1_acc: 0.3466, top5_acc: 0.5818, loss_cls: 3.0805, loss: 3.0805, grad_norm: 1.3614 2020-07-17 19:37:49,061 - mmaction - INFO - Epoch [56][320/1253] lr: 2.671e-01, eta: 3 days, 14:30:01, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.3286, top5_acc: 0.5810, loss_cls: 3.1059, loss: 3.1059, grad_norm: 1.3441 2020-07-17 19:38:10,784 - mmaction - INFO - Epoch [56][340/1253] lr: 2.671e-01, eta: 3 days, 14:29:25, time: 1.088, data_time: 0.004, memory: 9061, top1_acc: 0.3307, top5_acc: 0.5919, loss_cls: 3.0484, loss: 3.0484, grad_norm: 1.3839 2020-07-17 19:38:32,458 - mmaction - INFO - Epoch [56][360/1253] lr: 2.671e-01, eta: 3 days, 14:28:49, time: 1.085, data_time: 0.002, memory: 9061, top1_acc: 0.3310, top5_acc: 0.5839, loss_cls: 3.0742, loss: 3.0742, grad_norm: 1.3356 2020-07-17 19:38:54,196 - mmaction - INFO - Epoch [56][380/1253] lr: 2.671e-01, eta: 3 days, 14:28:13, time: 1.085, data_time: 0.009, memory: 9061, top1_acc: 0.3370, top5_acc: 0.5841, loss_cls: 3.0415, loss: 3.0415, grad_norm: 1.3493 2020-07-17 19:39:15,822 - mmaction - INFO - Epoch [56][400/1253] lr: 2.671e-01, eta: 3 days, 14:27:37, time: 1.081, data_time: 0.003, memory: 9061, top1_acc: 0.3398, top5_acc: 0.6034, loss_cls: 2.9984, loss: 2.9984, grad_norm: 1.3638 2020-07-17 19:39:37,610 - mmaction - INFO - Epoch [56][420/1253] lr: 2.671e-01, eta: 3 days, 14:27:02, time: 1.089, data_time: 0.002, memory: 9061, top1_acc: 0.3354, top5_acc: 0.6031, loss_cls: 3.0030, loss: 3.0030, grad_norm: 1.3532 2020-07-17 19:39:59,414 - mmaction - INFO - Epoch [56][440/1253] lr: 2.671e-01, eta: 3 days, 14:26:26, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.3411, top5_acc: 0.5938, loss_cls: 3.0239, loss: 3.0239, grad_norm: 1.3308 2020-07-17 19:40:21,122 - mmaction - INFO - Epoch [56][460/1253] lr: 2.671e-01, eta: 3 days, 14:25:51, time: 1.086, data_time: 0.002, memory: 9061, top1_acc: 0.3482, top5_acc: 0.5943, loss_cls: 3.0189, loss: 3.0189, grad_norm: 1.3560 2020-07-17 19:40:42,970 - mmaction - INFO - Epoch [56][480/1253] lr: 2.671e-01, eta: 3 days, 14:25:15, time: 1.091, data_time: 0.004, memory: 9061, top1_acc: 0.3292, top5_acc: 0.5792, loss_cls: 3.0845, loss: 3.0845, grad_norm: 1.3663 2020-07-17 19:41:04,769 - mmaction - INFO - Epoch [56][500/1253] lr: 2.671e-01, eta: 3 days, 14:24:40, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.3310, top5_acc: 0.5779, loss_cls: 3.1138, loss: 3.1138, grad_norm: 1.3533 2020-07-17 19:41:26,511 - mmaction - INFO - Epoch [56][520/1253] lr: 2.671e-01, eta: 3 days, 14:24:04, time: 1.086, data_time: 0.002, memory: 9061, top1_acc: 0.3367, top5_acc: 0.5799, loss_cls: 3.0410, loss: 3.0410, grad_norm: 1.3559 2020-07-17 19:41:48,201 - mmaction - INFO - Epoch [56][540/1253] lr: 2.671e-01, eta: 3 days, 14:23:28, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3281, top5_acc: 0.5823, loss_cls: 3.1011, loss: 3.1011, grad_norm: 1.3647 2020-07-17 19:42:09,906 - mmaction - INFO - Epoch [56][560/1253] lr: 2.671e-01, eta: 3 days, 14:22:53, time: 1.085, data_time: 0.002, memory: 9061, top1_acc: 0.3299, top5_acc: 0.5760, loss_cls: 3.1075, loss: 3.1075, grad_norm: 1.3574 2020-07-17 19:42:31,668 - mmaction - INFO - Epoch [56][580/1253] lr: 2.671e-01, eta: 3 days, 14:22:17, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3198, top5_acc: 0.5729, loss_cls: 3.1325, loss: 3.1325, grad_norm: 1.3627 2020-07-17 19:42:53,435 - mmaction - INFO - Epoch [56][600/1253] lr: 2.671e-01, eta: 3 days, 14:21:41, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3255, top5_acc: 0.5701, loss_cls: 3.1192, loss: 3.1192, grad_norm: 1.3593 2020-07-17 19:43:15,084 - mmaction - INFO - Epoch [56][620/1253] lr: 2.671e-01, eta: 3 days, 14:21:06, time: 1.084, data_time: 0.004, memory: 9061, top1_acc: 0.3297, top5_acc: 0.5891, loss_cls: 3.0568, loss: 3.0568, grad_norm: 1.3521 2020-07-17 19:43:36,915 - mmaction - INFO - Epoch [56][640/1253] lr: 2.671e-01, eta: 3 days, 14:20:30, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.3349, top5_acc: 0.5813, loss_cls: 3.0858, loss: 3.0858, grad_norm: 1.3689 2020-07-17 19:43:58,685 - mmaction - INFO - Epoch [56][660/1253] lr: 2.671e-01, eta: 3 days, 14:19:55, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3143, top5_acc: 0.5857, loss_cls: 3.0758, loss: 3.0758, grad_norm: 1.3244 2020-07-17 19:44:20,389 - mmaction - INFO - Epoch [56][680/1253] lr: 2.671e-01, eta: 3 days, 14:19:19, time: 1.086, data_time: 0.004, memory: 9061, top1_acc: 0.3221, top5_acc: 0.5708, loss_cls: 3.1095, loss: 3.1095, grad_norm: 1.3654 2020-07-17 19:44:42,217 - mmaction - INFO - Epoch [56][700/1253] lr: 2.671e-01, eta: 3 days, 14:18:44, time: 1.094, data_time: 0.003, memory: 9061, top1_acc: 0.3383, top5_acc: 0.5880, loss_cls: 3.0452, loss: 3.0452, grad_norm: 1.3306 2020-07-17 19:45:03,968 - mmaction - INFO - Epoch [56][720/1253] lr: 2.671e-01, eta: 3 days, 14:18:08, time: 1.085, data_time: 0.001, memory: 9061, top1_acc: 0.3482, top5_acc: 0.5839, loss_cls: 3.0448, loss: 3.0448, grad_norm: 1.3658 2020-07-17 19:45:25,696 - mmaction - INFO - Epoch [56][740/1253] lr: 2.671e-01, eta: 3 days, 14:17:33, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3232, top5_acc: 0.5891, loss_cls: 3.0560, loss: 3.0560, grad_norm: 1.3731 2020-07-17 19:45:47,334 - mmaction - INFO - Epoch [56][760/1253] lr: 2.671e-01, eta: 3 days, 14:16:57, time: 1.082, data_time: 0.003, memory: 9061, top1_acc: 0.3344, top5_acc: 0.5880, loss_cls: 3.0585, loss: 3.0585, grad_norm: 1.3488 2020-07-17 19:46:08,894 - mmaction - INFO - Epoch [56][780/1253] lr: 2.671e-01, eta: 3 days, 14:16:21, time: 1.079, data_time: 0.003, memory: 9061, top1_acc: 0.3182, top5_acc: 0.5732, loss_cls: 3.1152, loss: 3.1152, grad_norm: 1.3505 2020-07-17 19:46:30,613 - mmaction - INFO - Epoch [56][800/1253] lr: 2.671e-01, eta: 3 days, 14:15:45, time: 1.085, data_time: 0.002, memory: 9061, top1_acc: 0.3286, top5_acc: 0.5909, loss_cls: 3.0235, loss: 3.0235, grad_norm: 1.3359 2020-07-17 19:46:52,551 - mmaction - INFO - Epoch [56][820/1253] lr: 2.671e-01, eta: 3 days, 14:15:10, time: 1.097, data_time: 0.010, memory: 9061, top1_acc: 0.3195, top5_acc: 0.5862, loss_cls: 3.0828, loss: 3.0828, grad_norm: 1.3367 2020-07-17 19:47:14,319 - mmaction - INFO - Epoch [56][840/1253] lr: 2.671e-01, eta: 3 days, 14:14:35, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3398, top5_acc: 0.5990, loss_cls: 2.9936, loss: 2.9936, grad_norm: 1.3380 2020-07-17 19:47:36,116 - mmaction - INFO - Epoch [56][860/1253] lr: 2.671e-01, eta: 3 days, 14:13:59, time: 1.086, data_time: 0.002, memory: 9061, top1_acc: 0.3396, top5_acc: 0.5807, loss_cls: 3.0572, loss: 3.0572, grad_norm: 1.3313 2020-07-17 19:47:57,660 - mmaction - INFO - Epoch [56][880/1253] lr: 2.671e-01, eta: 3 days, 14:13:23, time: 1.079, data_time: 0.006, memory: 9061, top1_acc: 0.3286, top5_acc: 0.5750, loss_cls: 3.0902, loss: 3.0902, grad_norm: 1.3762 2020-07-17 19:48:19,435 - mmaction - INFO - Epoch [56][900/1253] lr: 2.671e-01, eta: 3 days, 14:12:48, time: 1.089, data_time: 0.006, memory: 9061, top1_acc: 0.3198, top5_acc: 0.5727, loss_cls: 3.1109, loss: 3.1109, grad_norm: 1.3423 2020-07-17 19:48:41,054 - mmaction - INFO - Epoch [56][920/1253] lr: 2.671e-01, eta: 3 days, 14:12:12, time: 1.081, data_time: 0.003, memory: 9061, top1_acc: 0.3318, top5_acc: 0.5885, loss_cls: 3.0536, loss: 3.0536, grad_norm: 1.3664 2020-07-17 19:49:02,819 - mmaction - INFO - Epoch [56][940/1253] lr: 2.671e-01, eta: 3 days, 14:11:36, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3195, top5_acc: 0.5813, loss_cls: 3.0791, loss: 3.0791, grad_norm: 1.3384 2020-07-17 19:49:24,446 - mmaction - INFO - Epoch [56][960/1253] lr: 2.671e-01, eta: 3 days, 14:11:00, time: 1.082, data_time: 0.003, memory: 9061, top1_acc: 0.3404, top5_acc: 0.5948, loss_cls: 3.0298, loss: 3.0298, grad_norm: 1.3529 2020-07-17 19:49:46,128 - mmaction - INFO - Epoch [56][980/1253] lr: 2.671e-01, eta: 3 days, 14:10:25, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3393, top5_acc: 0.5938, loss_cls: 3.0247, loss: 3.0247, grad_norm: 1.3645 2020-07-17 19:50:07,783 - mmaction - INFO - Epoch [56][1000/1253] lr: 2.671e-01, eta: 3 days, 14:09:49, time: 1.083, data_time: 0.003, memory: 9061, top1_acc: 0.3393, top5_acc: 0.5878, loss_cls: 3.0509, loss: 3.0509, grad_norm: 1.3507 2020-07-17 19:50:29,504 - mmaction - INFO - Epoch [56][1020/1253] lr: 2.671e-01, eta: 3 days, 14:09:13, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3391, top5_acc: 0.5909, loss_cls: 3.0575, loss: 3.0575, grad_norm: 1.3571 2020-07-17 19:50:51,135 - mmaction - INFO - Epoch [56][1040/1253] lr: 2.671e-01, eta: 3 days, 14:08:38, time: 1.083, data_time: 0.003, memory: 9061, top1_acc: 0.3318, top5_acc: 0.5969, loss_cls: 3.0356, loss: 3.0356, grad_norm: 1.3231 2020-07-17 19:51:12,956 - mmaction - INFO - Epoch [56][1060/1253] lr: 2.671e-01, eta: 3 days, 14:08:02, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.3253, top5_acc: 0.5786, loss_cls: 3.0968, loss: 3.0968, grad_norm: 1.3403 2020-07-17 19:51:34,615 - mmaction - INFO - Epoch [56][1080/1253] lr: 2.671e-01, eta: 3 days, 14:07:27, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3378, top5_acc: 0.5969, loss_cls: 2.9995, loss: 2.9995, grad_norm: 1.3376 2020-07-17 19:51:56,261 - mmaction - INFO - Epoch [56][1100/1253] lr: 2.671e-01, eta: 3 days, 14:06:51, time: 1.082, data_time: 0.002, memory: 9061, top1_acc: 0.3388, top5_acc: 0.5773, loss_cls: 3.0589, loss: 3.0589, grad_norm: 1.3290 2020-07-17 19:52:18,017 - mmaction - INFO - Epoch [56][1120/1253] lr: 2.671e-01, eta: 3 days, 14:06:16, time: 1.087, data_time: 0.002, memory: 9061, top1_acc: 0.3349, top5_acc: 0.5906, loss_cls: 3.0575, loss: 3.0575, grad_norm: 1.3947 2020-07-17 19:52:39,817 - mmaction - INFO - Epoch [56][1140/1253] lr: 2.671e-01, eta: 3 days, 14:05:40, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.3271, top5_acc: 0.5805, loss_cls: 3.0789, loss: 3.0789, grad_norm: 1.3279 2020-07-17 19:53:01,543 - mmaction - INFO - Epoch [56][1160/1253] lr: 2.671e-01, eta: 3 days, 14:05:05, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3310, top5_acc: 0.5859, loss_cls: 3.0415, loss: 3.0415, grad_norm: 1.3522 2020-07-17 19:53:23,272 - mmaction - INFO - Epoch [56][1180/1253] lr: 2.671e-01, eta: 3 days, 14:04:30, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3411, top5_acc: 0.5898, loss_cls: 3.0159, loss: 3.0159, grad_norm: 1.3333 2020-07-17 19:53:44,943 - mmaction - INFO - Epoch [56][1200/1253] lr: 2.671e-01, eta: 3 days, 14:03:54, time: 1.084, data_time: 0.002, memory: 9061, top1_acc: 0.3253, top5_acc: 0.5891, loss_cls: 3.0568, loss: 3.0568, grad_norm: 1.3776 2020-07-17 19:54:06,674 - mmaction - INFO - Epoch [56][1220/1253] lr: 2.671e-01, eta: 3 days, 14:03:18, time: 1.085, data_time: 0.002, memory: 9061, top1_acc: 0.3313, top5_acc: 0.5724, loss_cls: 3.0955, loss: 3.0955, grad_norm: 1.3519 2020-07-17 19:54:28,368 - mmaction - INFO - Epoch [56][1240/1253] lr: 2.671e-01, eta: 3 days, 14:02:43, time: 1.085, data_time: 0.004, memory: 9061, top1_acc: 0.3419, top5_acc: 0.5865, loss_cls: 3.0548, loss: 3.0548, grad_norm: 1.3555 2020-07-17 19:54:48,927 - mmaction - INFO - Saving checkpoint at 56 epochs 2020-07-17 19:58:04,985 - mmaction - INFO - Epoch [57][20/1253] lr: 2.660e-01, eta: 3 days, 14:11:08, time: 9.683, data_time: 8.234, memory: 9061, top1_acc: 0.3409, top5_acc: 0.5888, loss_cls: 3.0147, loss: 3.0147, grad_norm: 1.3301 2020-07-17 19:58:26,757 - mmaction - INFO - Epoch [57][40/1253] lr: 2.660e-01, eta: 3 days, 14:10:32, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3375, top5_acc: 0.5924, loss_cls: 3.0020, loss: 3.0020, grad_norm: 1.3707 2020-07-17 19:58:48,384 - mmaction - INFO - Epoch [57][60/1253] lr: 2.660e-01, eta: 3 days, 14:09:56, time: 1.080, data_time: 0.002, memory: 9061, top1_acc: 0.3349, top5_acc: 0.5737, loss_cls: 3.0819, loss: 3.0819, grad_norm: 1.3256 2020-07-17 19:59:10,132 - mmaction - INFO - Epoch [57][80/1253] lr: 2.660e-01, eta: 3 days, 14:09:21, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3487, top5_acc: 0.5943, loss_cls: 2.9881, loss: 2.9881, grad_norm: 1.3501 2020-07-17 19:59:31,966 - mmaction - INFO - Epoch [57][100/1253] lr: 2.660e-01, eta: 3 days, 14:08:46, time: 1.092, data_time: 0.002, memory: 9061, top1_acc: 0.3383, top5_acc: 0.5990, loss_cls: 3.0267, loss: 3.0267, grad_norm: 1.3743 2020-07-17 19:59:53,641 - mmaction - INFO - Epoch [57][120/1253] lr: 2.660e-01, eta: 3 days, 14:08:10, time: 1.083, data_time: 0.002, memory: 9061, top1_acc: 0.3193, top5_acc: 0.5747, loss_cls: 3.1202, loss: 3.1202, grad_norm: 1.3515 2020-07-17 20:00:25,402 - mmaction - INFO - Epoch [57][140/1253] lr: 2.660e-01, eta: 3 days, 14:08:07, time: 1.539, data_time: 0.010, memory: 9061, top1_acc: 0.3414, top5_acc: 0.5922, loss_cls: 3.0166, loss: 3.0166, grad_norm: 1.3425 2020-07-17 20:00:47,143 - mmaction - INFO - Epoch [57][160/1253] lr: 2.660e-01, eta: 3 days, 14:07:35, time: 1.135, data_time: 0.057, memory: 9061, top1_acc: 0.3315, top5_acc: 0.5927, loss_cls: 3.0387, loss: 3.0387, grad_norm: 1.3708 2020-07-17 20:01:08,815 - mmaction - INFO - Epoch [57][180/1253] lr: 2.660e-01, eta: 3 days, 14:06:59, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3234, top5_acc: 0.5719, loss_cls: 3.1058, loss: 3.1058, grad_norm: 1.3399 2020-07-17 20:01:30,501 - mmaction - INFO - Epoch [57][200/1253] lr: 2.660e-01, eta: 3 days, 14:06:23, time: 1.083, data_time: 0.001, memory: 9061, top1_acc: 0.3464, top5_acc: 0.5956, loss_cls: 2.9934, loss: 2.9934, grad_norm: 1.3451 2020-07-17 20:01:52,121 - mmaction - INFO - Epoch [57][220/1253] lr: 2.660e-01, eta: 3 days, 14:05:47, time: 1.081, data_time: 0.003, memory: 9061, top1_acc: 0.3427, top5_acc: 0.5898, loss_cls: 3.0365, loss: 3.0365, grad_norm: 1.3621 2020-07-17 20:02:13,859 - mmaction - INFO - Epoch [57][240/1253] lr: 2.660e-01, eta: 3 days, 14:05:12, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3438, top5_acc: 0.5911, loss_cls: 3.0171, loss: 3.0171, grad_norm: 1.3381 2020-07-17 20:02:35,653 - mmaction - INFO - Epoch [57][260/1253] lr: 2.660e-01, eta: 3 days, 14:04:36, time: 1.089, data_time: 0.002, memory: 9061, top1_acc: 0.3367, top5_acc: 0.5854, loss_cls: 3.0430, loss: 3.0430, grad_norm: 1.3451 2020-07-17 20:02:57,414 - mmaction - INFO - Epoch [57][280/1253] lr: 2.660e-01, eta: 3 days, 14:04:01, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3224, top5_acc: 0.5721, loss_cls: 3.1103, loss: 3.1103, grad_norm: 1.3656 2020-07-17 20:03:19,163 - mmaction - INFO - Epoch [57][300/1253] lr: 2.660e-01, eta: 3 days, 14:03:26, time: 1.090, data_time: 0.004, memory: 9061, top1_acc: 0.3341, top5_acc: 0.5870, loss_cls: 3.0450, loss: 3.0450, grad_norm: 1.3379 2020-07-17 20:03:40,965 - mmaction - INFO - Epoch [57][320/1253] lr: 2.660e-01, eta: 3 days, 14:02:50, time: 1.089, data_time: 0.002, memory: 9061, top1_acc: 0.3432, top5_acc: 0.5924, loss_cls: 3.0299, loss: 3.0299, grad_norm: 1.3744 2020-07-17 20:04:02,591 - mmaction - INFO - Epoch [57][340/1253] lr: 2.660e-01, eta: 3 days, 14:02:15, time: 1.083, data_time: 0.003, memory: 9061, top1_acc: 0.3281, top5_acc: 0.5943, loss_cls: 3.0752, loss: 3.0752, grad_norm: 1.3422 2020-07-17 20:04:24,322 - mmaction - INFO - Epoch [57][360/1253] lr: 2.660e-01, eta: 3 days, 14:01:39, time: 1.084, data_time: 0.001, memory: 9061, top1_acc: 0.3273, top5_acc: 0.5784, loss_cls: 3.0982, loss: 3.0982, grad_norm: 1.3742 2020-07-17 20:04:46,204 - mmaction - INFO - Epoch [57][380/1253] lr: 2.660e-01, eta: 3 days, 14:01:04, time: 1.094, data_time: 0.003, memory: 9061, top1_acc: 0.3388, top5_acc: 0.5953, loss_cls: 3.0219, loss: 3.0219, grad_norm: 1.3564 2020-07-17 20:05:07,809 - mmaction - INFO - Epoch [57][400/1253] lr: 2.660e-01, eta: 3 days, 14:00:28, time: 1.080, data_time: 0.003, memory: 9061, top1_acc: 0.3372, top5_acc: 0.5911, loss_cls: 3.0303, loss: 3.0303, grad_norm: 1.3726 2020-07-17 20:05:29,648 - mmaction - INFO - Epoch [57][420/1253] lr: 2.660e-01, eta: 3 days, 13:59:53, time: 1.091, data_time: 0.003, memory: 9061, top1_acc: 0.3310, top5_acc: 0.5896, loss_cls: 3.0350, loss: 3.0350, grad_norm: 1.3486 2020-07-17 20:05:51,335 - mmaction - INFO - Epoch [57][440/1253] lr: 2.660e-01, eta: 3 days, 13:59:18, time: 1.087, data_time: 0.004, memory: 9061, top1_acc: 0.3263, top5_acc: 0.5898, loss_cls: 3.0561, loss: 3.0561, grad_norm: 1.3246 2020-07-17 20:06:13,116 - mmaction - INFO - Epoch [57][460/1253] lr: 2.660e-01, eta: 3 days, 13:58:42, time: 1.088, data_time: 0.002, memory: 9061, top1_acc: 0.3260, top5_acc: 0.5880, loss_cls: 3.0500, loss: 3.0500, grad_norm: 1.3608 2020-07-17 20:06:34,817 - mmaction - INFO - Epoch [57][480/1253] lr: 2.660e-01, eta: 3 days, 13:58:07, time: 1.087, data_time: 0.003, memory: 9061, top1_acc: 0.3279, top5_acc: 0.5818, loss_cls: 3.0798, loss: 3.0798, grad_norm: 1.3482 2020-07-17 20:06:56,560 - mmaction - INFO - Epoch [57][500/1253] lr: 2.660e-01, eta: 3 days, 13:57:31, time: 1.086, data_time: 0.001, memory: 9061, top1_acc: 0.3333, top5_acc: 0.5914, loss_cls: 3.0116, loss: 3.0116, grad_norm: 1.3446 2020-07-17 20:07:18,208 - mmaction - INFO - Epoch [57][520/1253] lr: 2.660e-01, eta: 3 days, 13:56:56, time: 1.082, data_time: 0.002, memory: 9061, top1_acc: 0.3404, top5_acc: 0.5958, loss_cls: 3.0266, loss: 3.0266, grad_norm: 1.3589 2020-07-17 20:07:40,036 - mmaction - INFO - Epoch [57][540/1253] lr: 2.660e-01, eta: 3 days, 13:56:21, time: 1.092, data_time: 0.002, memory: 9061, top1_acc: 0.3396, top5_acc: 0.5919, loss_cls: 3.0194, loss: 3.0194, grad_norm: 1.3558 2020-07-17 20:08:01,683 - mmaction - INFO - Epoch [57][560/1253] lr: 2.660e-01, eta: 3 days, 13:55:45, time: 1.081, data_time: 0.001, memory: 9061, top1_acc: 0.3185, top5_acc: 0.5888, loss_cls: 3.1034, loss: 3.1034, grad_norm: 1.3419 2020-07-17 20:08:23,480 - mmaction - INFO - Epoch [57][580/1253] lr: 2.660e-01, eta: 3 days, 13:55:10, time: 1.090, data_time: 0.003, memory: 9061, top1_acc: 0.3388, top5_acc: 0.5917, loss_cls: 3.0685, loss: 3.0685, grad_norm: 1.3300 2020-07-17 20:08:45,078 - mmaction - INFO - Epoch [57][600/1253] lr: 2.660e-01, eta: 3 days, 13:54:34, time: 1.079, data_time: 0.002, memory: 9061, top1_acc: 0.3318, top5_acc: 0.5854, loss_cls: 3.0548, loss: 3.0548, grad_norm: 1.3561 2020-07-17 20:09:07,015 - mmaction - INFO - Epoch [57][620/1253] lr: 2.660e-01, eta: 3 days, 13:53:59, time: 1.096, data_time: 0.003, memory: 9061, top1_acc: 0.3443, top5_acc: 0.6065, loss_cls: 2.9863, loss: 2.9863, grad_norm: 1.3656 2020-07-17 20:09:29,037 - mmaction - INFO - Epoch [57][640/1253] lr: 2.660e-01, eta: 3 days, 13:53:25, time: 1.102, data_time: 0.011, memory: 9061, top1_acc: 0.3289, top5_acc: 0.5938, loss_cls: 3.0764, loss: 3.0764, grad_norm: 1.3859 2020-07-17 20:09:50,719 - mmaction - INFO - Epoch [57][660/1253] lr: 2.660e-01, eta: 3 days, 13:52:49, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3214, top5_acc: 0.5786, loss_cls: 3.0844, loss: 3.0844, grad_norm: 1.3572 2020-07-17 20:10:12,603 - mmaction - INFO - Epoch [57][680/1253] lr: 2.660e-01, eta: 3 days, 13:52:15, time: 1.096, data_time: 0.005, memory: 9061, top1_acc: 0.3529, top5_acc: 0.6008, loss_cls: 3.0097, loss: 3.0097, grad_norm: 1.3425 2020-07-17 20:10:34,522 - mmaction - INFO - Epoch [57][700/1253] lr: 2.660e-01, eta: 3 days, 13:51:40, time: 1.094, data_time: 0.001, memory: 9061, top1_acc: 0.3221, top5_acc: 0.5661, loss_cls: 3.1293, loss: 3.1293, grad_norm: 1.3819 2020-07-17 20:10:56,292 - mmaction - INFO - Epoch [57][720/1253] lr: 2.660e-01, eta: 3 days, 13:51:05, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3216, top5_acc: 0.5760, loss_cls: 3.1139, loss: 3.1139, grad_norm: 1.4024 2020-07-17 20:11:18,145 - mmaction - INFO - Epoch [57][740/1253] lr: 2.660e-01, eta: 3 days, 13:50:30, time: 1.095, data_time: 0.004, memory: 9061, top1_acc: 0.3315, top5_acc: 0.5898, loss_cls: 3.0443, loss: 3.0443, grad_norm: 1.3621 2020-07-17 20:11:40,191 - mmaction - INFO - Epoch [57][760/1253] lr: 2.660e-01, eta: 3 days, 13:49:56, time: 1.102, data_time: 0.002, memory: 9061, top1_acc: 0.3419, top5_acc: 0.5893, loss_cls: 3.0480, loss: 3.0480, grad_norm: 1.3497 2020-07-17 20:12:02,049 - mmaction - INFO - Epoch [57][780/1253] lr: 2.660e-01, eta: 3 days, 13:49:21, time: 1.093, data_time: 0.002, memory: 9061, top1_acc: 0.3188, top5_acc: 0.5859, loss_cls: 3.0638, loss: 3.0638, grad_norm: 1.3613 2020-07-17 20:12:23,839 - mmaction - INFO - Epoch [57][800/1253] lr: 2.660e-01, eta: 3 days, 13:48:46, time: 1.089, data_time: 0.002, memory: 9061, top1_acc: 0.3297, top5_acc: 0.5854, loss_cls: 3.0824, loss: 3.0824, grad_norm: 1.3696 2020-07-17 20:12:45,490 - mmaction - INFO - Epoch [57][820/1253] lr: 2.660e-01, eta: 3 days, 13:48:10, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3250, top5_acc: 0.5789, loss_cls: 3.0843, loss: 3.0843, grad_norm: 1.3855 2020-07-17 20:13:07,334 - mmaction - INFO - Epoch [57][840/1253] lr: 2.660e-01, eta: 3 days, 13:47:35, time: 1.089, data_time: 0.001, memory: 9061, top1_acc: 0.3195, top5_acc: 0.5836, loss_cls: 3.1102, loss: 3.1102, grad_norm: 1.3532 2020-07-17 20:13:29,140 - mmaction - INFO - Epoch [57][860/1253] lr: 2.660e-01, eta: 3 days, 13:47:00, time: 1.090, data_time: 0.004, memory: 9061, top1_acc: 0.3411, top5_acc: 0.5867, loss_cls: 3.0340, loss: 3.0340, grad_norm: 1.3407 2020-07-17 20:13:51,123 - mmaction - INFO - Epoch [57][880/1253] lr: 2.660e-01, eta: 3 days, 13:46:26, time: 1.101, data_time: 0.004, memory: 9061, top1_acc: 0.3367, top5_acc: 0.5810, loss_cls: 3.0446, loss: 3.0446, grad_norm: 1.3432 2020-07-17 20:14:12,979 - mmaction - INFO - Epoch [57][900/1253] lr: 2.660e-01, eta: 3 days, 13:45:51, time: 1.091, data_time: 0.002, memory: 9061, top1_acc: 0.3393, top5_acc: 0.5932, loss_cls: 3.0400, loss: 3.0400, grad_norm: 1.3633 2020-07-17 20:14:35,536 - mmaction - INFO - Epoch [57][920/1253] lr: 2.660e-01, eta: 3 days, 13:45:19, time: 1.129, data_time: 0.004, memory: 9061, top1_acc: 0.3313, top5_acc: 0.5721, loss_cls: 3.1119, loss: 3.1119, grad_norm: 1.3566 2020-07-17 20:14:58,960 - mmaction - INFO - Epoch [57][940/1253] lr: 2.660e-01, eta: 3 days, 13:44:49, time: 1.173, data_time: 0.021, memory: 9061, top1_acc: 0.3331, top5_acc: 0.5813, loss_cls: 3.0704, loss: 3.0704, grad_norm: 1.3266 2020-07-17 20:15:21,785 - mmaction - INFO - Epoch [57][960/1253] lr: 2.660e-01, eta: 3 days, 13:44:18, time: 1.140, data_time: 0.022, memory: 9061, top1_acc: 0.3255, top5_acc: 0.5630, loss_cls: 3.1275, loss: 3.1275, grad_norm: 1.3700 2020-07-17 20:15:43,635 - mmaction - INFO - Epoch [57][980/1253] lr: 2.660e-01, eta: 3 days, 13:43:43, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.3203, top5_acc: 0.5849, loss_cls: 3.0763, loss: 3.0763, grad_norm: 1.3644 2020-07-17 20:16:05,495 - mmaction - INFO - Epoch [57][1000/1253] lr: 2.660e-01, eta: 3 days, 13:43:08, time: 1.094, data_time: 0.003, memory: 9061, top1_acc: 0.3305, top5_acc: 0.5836, loss_cls: 3.0739, loss: 3.0739, grad_norm: 1.3541 2020-07-17 20:16:27,177 - mmaction - INFO - Epoch [57][1020/1253] lr: 2.660e-01, eta: 3 days, 13:42:33, time: 1.083, data_time: 0.002, memory: 9061, top1_acc: 0.3302, top5_acc: 0.5891, loss_cls: 3.0676, loss: 3.0676, grad_norm: 1.3873 2020-07-17 20:16:48,894 - mmaction - INFO - Epoch [57][1040/1253] lr: 2.660e-01, eta: 3 days, 13:41:57, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3385, top5_acc: 0.5846, loss_cls: 3.0622, loss: 3.0622, grad_norm: 1.3754 2020-07-17 20:17:10,671 - mmaction - INFO - Epoch [57][1060/1253] lr: 2.660e-01, eta: 3 days, 13:41:22, time: 1.089, data_time: 0.004, memory: 9061, top1_acc: 0.3372, top5_acc: 0.5867, loss_cls: 3.0657, loss: 3.0657, grad_norm: 1.3139 2020-07-17 20:17:32,549 - mmaction - INFO - Epoch [57][1080/1253] lr: 2.660e-01, eta: 3 days, 13:40:48, time: 1.094, data_time: 0.005, memory: 9061, top1_acc: 0.3352, top5_acc: 0.5995, loss_cls: 2.9936, loss: 2.9936, grad_norm: 1.3640 2020-07-17 20:17:54,326 - mmaction - INFO - Epoch [57][1100/1253] lr: 2.660e-01, eta: 3 days, 13:40:13, time: 1.089, data_time: 0.003, memory: 9061, top1_acc: 0.3336, top5_acc: 0.5846, loss_cls: 3.0857, loss: 3.0857, grad_norm: 1.3186 2020-07-17 20:18:16,156 - mmaction - INFO - Epoch [57][1120/1253] lr: 2.660e-01, eta: 3 days, 13:39:38, time: 1.091, data_time: 0.002, memory: 9061, top1_acc: 0.3273, top5_acc: 0.5794, loss_cls: 3.0790, loss: 3.0790, grad_norm: 1.3442 2020-07-17 20:18:37,900 - mmaction - INFO - Epoch [57][1140/1253] lr: 2.660e-01, eta: 3 days, 13:39:03, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3357, top5_acc: 0.5891, loss_cls: 3.0306, loss: 3.0306, grad_norm: 1.3609 2020-07-17 20:18:59,598 - mmaction - INFO - Epoch [57][1160/1253] lr: 2.660e-01, eta: 3 days, 13:38:27, time: 1.085, data_time: 0.002, memory: 9061, top1_acc: 0.3299, top5_acc: 0.5898, loss_cls: 3.0385, loss: 3.0385, grad_norm: 1.3702 2020-07-17 20:19:21,362 - mmaction - INFO - Epoch [57][1180/1253] lr: 2.660e-01, eta: 3 days, 13:37:52, time: 1.089, data_time: 0.002, memory: 9061, top1_acc: 0.3299, top5_acc: 0.5872, loss_cls: 3.0540, loss: 3.0540, grad_norm: 1.3524 2020-07-17 20:19:43,270 - mmaction - INFO - Epoch [57][1200/1253] lr: 2.660e-01, eta: 3 days, 13:37:18, time: 1.094, data_time: 0.002, memory: 9061, top1_acc: 0.3294, top5_acc: 0.5924, loss_cls: 3.0644, loss: 3.0644, grad_norm: 1.3342 2020-07-17 20:20:05,062 - mmaction - INFO - Epoch [57][1220/1253] lr: 2.660e-01, eta: 3 days, 13:36:43, time: 1.090, data_time: 0.009, memory: 9061, top1_acc: 0.3310, top5_acc: 0.5776, loss_cls: 3.0531, loss: 3.0531, grad_norm: 1.3216 2020-07-17 20:20:26,789 - mmaction - INFO - Epoch [57][1240/1253] lr: 2.660e-01, eta: 3 days, 13:36:08, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3302, top5_acc: 0.5956, loss_cls: 3.0269, loss: 3.0269, grad_norm: 1.3467 2020-07-17 20:24:23,894 - mmaction - INFO - Epoch [58][20/1253] lr: 2.648e-01, eta: 3 days, 13:45:18, time: 10.509, data_time: 9.301, memory: 9061, top1_acc: 0.3372, top5_acc: 0.5958, loss_cls: 3.0151, loss: 3.0151, grad_norm: 1.3318 2020-07-17 20:24:45,542 - mmaction - INFO - Epoch [58][40/1253] lr: 2.648e-01, eta: 3 days, 13:44:42, time: 1.082, data_time: 0.002, memory: 9061, top1_acc: 0.3474, top5_acc: 0.6060, loss_cls: 2.9654, loss: 2.9654, grad_norm: 1.3286 2020-07-17 20:25:07,202 - mmaction - INFO - Epoch [58][60/1253] lr: 2.648e-01, eta: 3 days, 13:44:07, time: 1.084, data_time: 0.003, memory: 9061, top1_acc: 0.3333, top5_acc: 0.5995, loss_cls: 2.9994, loss: 2.9994, grad_norm: 1.3702 2020-07-17 20:25:28,847 - mmaction - INFO - Epoch [58][80/1253] lr: 2.648e-01, eta: 3 days, 13:43:31, time: 1.082, data_time: 0.003, memory: 9061, top1_acc: 0.3284, top5_acc: 0.5865, loss_cls: 3.0255, loss: 3.0255, grad_norm: 1.3545 2020-07-17 20:25:50,495 - mmaction - INFO - Epoch [58][100/1253] lr: 2.648e-01, eta: 3 days, 13:42:56, time: 1.083, data_time: 0.002, memory: 9061, top1_acc: 0.3409, top5_acc: 0.5885, loss_cls: 3.0412, loss: 3.0412, grad_norm: 1.3524 2020-07-17 20:26:12,260 - mmaction - INFO - Epoch [58][120/1253] lr: 2.648e-01, eta: 3 days, 13:42:20, time: 1.088, data_time: 0.003, memory: 9061, top1_acc: 0.3430, top5_acc: 0.6070, loss_cls: 3.0030, loss: 3.0030, grad_norm: 1.3285 2020-07-17 20:26:33,920 - mmaction - INFO - Epoch [58][140/1253] lr: 2.648e-01, eta: 3 days, 13:41:45, time: 1.083, data_time: 0.003, memory: 9061, top1_acc: 0.3370, top5_acc: 0.5943, loss_cls: 3.0127, loss: 3.0127, grad_norm: 1.3731 2020-07-17 20:26:55,620 - mmaction - INFO - Epoch [58][160/1253] lr: 2.648e-01, eta: 3 days, 13:41:09, time: 1.085, data_time: 0.003, memory: 9061, top1_acc: 0.3427, top5_acc: 0.5914, loss_cls: 3.0205, loss: 3.0205, grad_norm: 1.3483 2020-07-17 20:27:17,404 - mmaction - INFO - Epoch [58][180/1253] lr: 2.648e-01, eta: 3 days, 13:40:34, time: 1.089, data_time: 0.004, memory: 9061, top1_acc: 0.3385, top5_acc: 0.5854, loss_cls: 3.0445, loss: 3.0445, grad_norm: 1.3559 2020-07-17 20:27:39,384 - mmaction - INFO - Epoch [58][200/1253] lr: 2.648e-01, eta: 3 days, 13:40:00, time: 1.098, data_time: 0.003, memory: 9061, top1_acc: 0.3508, top5_acc: 0.5932, loss_cls: 3.0126, loss: 3.0126, grad_norm: 1.3637 2020-07-17 20:28:02,091 - mmaction - INFO - Epoch [58][220/1253] lr: 2.648e-01, eta: 3 days, 13:39:28, time: 1.138, data_time: 0.016, memory: 9061, top1_acc: 0.3336, top5_acc: 0.5922, loss_cls: 3.0338, loss: 3.0338, grad_norm: 1.3722 2020-07-17 20:28:24,759 - mmaction - INFO - Epoch [58][240/1253] lr: 2.648e-01, eta: 3 days, 13:38:56, time: 1.132, data_time: 0.012, memory: 9061, top1_acc: 0.3307, top5_acc: 0.5766, loss_cls: 3.1003, loss: 3.1003, grad_norm: 1.3852 2020-07-17 20:28:46,850 - mmaction - INFO - Epoch [58][260/1253] lr: 2.648e-01, eta: 3 days, 13:38:22, time: 1.105, data_time: 0.012, memory: 9061, top1_acc: 0.3378, top5_acc: 0.5896, loss_cls: 3.0197, loss: 3.0197, grad_norm: 1.3399 2020-07-17 20:29:08,543 - mmaction - INFO - Epoch [58][280/1253] lr: 2.648e-01, eta: 3 days, 13:37:47, time: 1.086, data_time: 0.002, memory: 9061, top1_acc: 0.3443, top5_acc: 0.5888, loss_cls: 3.0258, loss: 3.0258, grad_norm: 1.3258 2020-07-17 20:29:30,220 - mmaction - INFO - Epoch [58][300/1253] lr: 2.648e-01, eta: 3 days, 13:37:11, time: 1.082, data_time: 0.002, memory: 9061, top1_acc: 0.3211, top5_acc: 0.5789, loss_cls: 3.1139, loss: 3.1139, grad_norm: 1.3613 2020-07-17 20:29:52,146 - mmaction - INFO - Epoch [58][320/1253] lr: 2.648e-01, eta: 3 days, 13:36:37, time: 1.096, data_time: 0.003, memory: 9061, top1_acc: 0.3320, top5_acc: 0.5909, loss_cls: 3.0465, loss: 3.0465, grad_norm: 1.3423 2020-07-17 20:30:15,163 - mmaction - INFO - Epoch [58][340/1253] lr: 2.648e-01, eta: 3 days, 13:36:06, time: 1.152, data_time: 0.003, memory: 9061, top1_acc: 0.3214, top5_acc: 0.5833, loss_cls: 3.0958, loss: 3.0958, grad_norm: 1.3508 2020-07-17 20:30:37,707 - mmaction - INFO - Epoch [58][360/1253] lr: 2.648e-01, eta: 3 days, 13:35:33, time: 1.127, data_time: 0.014, memory: 9061, top1_acc: 0.3357, top5_acc: 0.5951, loss_cls: 3.0250, loss: 3.0250, grad_norm: 1.3484 2020-07-17 20:31:00,106 - mmaction - INFO - Epoch [58][380/1253] lr: 2.648e-01, eta: 3 days, 13:35:01, time: 1.120, data_time: 0.008, memory: 9061, top1_acc: 0.3508, top5_acc: 0.5951, loss_cls: 3.0314, loss: 3.0314, grad_norm: 1.3687 2020-07-17 20:31:22,295 - mmaction - INFO - Epoch [58][400/1253] lr: 2.648e-01, eta: 3 days, 13:34:27, time: 1.106, data_time: 0.023, memory: 9061, top1_acc: 0.3375, top5_acc: 0.5924, loss_cls: 3.0422, loss: 3.0422, grad_norm: 1.3506 2020-07-17 20:31:44,053 - mmaction - INFO - Epoch [58][420/1253] lr: 2.648e-01, eta: 3 days, 13:33:52, time: 1.090, data_time: 0.004, memory: 9061, top1_acc: 0.3214, top5_acc: 0.5719, loss_cls: 3.1305, loss: 3.1305, grad_norm: 1.4105 2020-07-17 20:32:05,789 - mmaction - INFO - Epoch [58][440/1253] lr: 2.648e-01, eta: 3 days, 13:33:17, time: 1.086, data_time: 0.004, memory: 9061, top1_acc: 0.3339, top5_acc: 0.5826, loss_cls: 3.0426, loss: 3.0426, grad_norm: 1.3533 2020-07-17 20:32:27,883 - mmaction - INFO - Epoch [58][460/1253] lr: 2.648e-01, eta: 3 days, 13:32:43, time: 1.105, data_time: 0.003, memory: 9061, top1_acc: 0.3349, top5_acc: 0.5813, loss_cls: 3.1023, loss: 3.1023, grad_norm: 1.3586 2020-07-17 20:32:49,619 - mmaction - INFO - Epoch [58][480/1253] lr: 2.648e-01, eta: 3 days, 13:32:07, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3365, top5_acc: 0.6000, loss_cls: 3.0219, loss: 3.0219, grad_norm: 1.3544 2020-07-17 20:33:11,376 - mmaction - INFO - Epoch [58][500/1253] lr: 2.648e-01, eta: 3 days, 13:31:32, time: 1.089, data_time: 0.004, memory: 9061, top1_acc: 0.3404, top5_acc: 0.6000, loss_cls: 3.0320, loss: 3.0320, grad_norm: 1.3388 2020-07-17 20:33:33,028 - mmaction - INFO - Epoch [58][520/1253] lr: 2.648e-01, eta: 3 days, 13:30:57, time: 1.083, data_time: 0.002, memory: 9061, top1_acc: 0.3398, top5_acc: 0.5815, loss_cls: 3.0587, loss: 3.0587, grad_norm: 1.3627 2020-07-17 20:33:54,804 - mmaction - INFO - Epoch [58][540/1253] lr: 2.648e-01, eta: 3 days, 13:30:22, time: 1.088, data_time: 0.002, memory: 9061, top1_acc: 0.3411, top5_acc: 0.6013, loss_cls: 3.0099, loss: 3.0099, grad_norm: 1.3700 2020-07-17 20:34:16,485 - mmaction - INFO - Epoch [58][560/1253] lr: 2.648e-01, eta: 3 days, 13:29:47, time: 1.086, data_time: 0.003, memory: 9061, top1_acc: 0.3250, top5_acc: 0.5797, loss_cls: 3.0705, loss: 3.0705, grad_norm: 1.3941 2020-07-17 20:34:38,191 - mmaction - INFO - Epoch [58][580/1253] lr: 2.648e-01, eta: 3 days, 13:29:11, time: 1.084, data_time: 0.001, memory: 9061, top1_acc: 0.3266, top5_acc: 0.5857, loss_cls: 3.0819, loss: 3.0819, grad_norm: 1.3339 2020-07-17 20:34:59,956 - mmaction - INFO - Epoch [58][600/1253] lr: 2.648e-01, eta: 3 days, 13:28:36, time: 1.088, data_time: 0.002, memory: 9061, top1_acc: 0.3440, top5_acc: 0.5961, loss_cls: 3.0153, loss: 3.0153, grad_norm: 1.3435 2020-07-17 20:35:21,798 - mmaction - INFO - Epoch [58][620/1253] lr: 2.648e-01, eta: 3 days, 13:28:01, time: 1.091, data_time: 0.002, memory: 9061, top1_acc: 0.3198, top5_acc: 0.5721, loss_cls: 3.1495, loss: 3.1495, grad_norm: 1.3774 2020-07-17 20:35:43,476 - mmaction - INFO - Epoch [58][640/1253] lr: 2.648e-01, eta: 3 days, 13:27:26, time: 1.084, data_time: 0.004, memory: 9061, top1_acc: 0.3406, top5_acc: 0.5898, loss_cls: 3.0474, loss: 3.0474, grad_norm: 1.3389 2020-07-17 20:36:05,302 - mmaction - INFO - Epoch [58][660/1253] lr: 2.648e-01, eta: 3 days, 13:26:51, time: 1.092, data_time: 0.003, memory: 9061, top1_acc: 0.3563, top5_acc: 0.6143, loss_cls: 2.9482, loss: 2.9482, grad_norm: 1.3266 2020-07-17 20:36:26,938 - mmaction - INFO - Epoch [58][680/1253] lr: 2.648e-01, eta: 3 days, 13:26:16, time: 1.082, data_time: 0.003, memory: 9061, top1_acc: 0.3445, top5_acc: 0.5943, loss_cls: 3.0298, loss: 3.0298, grad_norm: 1.3722 2020-07-17 20:36:48,787 - mmaction - INFO - Epoch [58][700/1253] lr: 2.648e-01, eta: 3 days, 13:25:41, time: 1.093, data_time: 0.003, memory: 9061, top1_acc: 0.3372, top5_acc: 0.5859, loss_cls: 3.0700, loss: 3.0700, grad_norm: 1.3666 2020-07-17 20:37:10,477 - mmaction - INFO - Epoch [58][720/1253] lr: 2.648e-01, eta: 3 days, 13:25:06, time: 1.084, data_time: 0.002, memory: 9061, top1_acc: 0.3328, top5_acc: 0.5896, loss_cls: 3.0565, loss: 3.0565, grad_norm: 1.3360 2020-07-17 20:37:32,615 - mmaction - INFO - Epoch [58][740/1253] lr: 2.648e-01, eta: 3 days, 13:24:32, time: 1.107, data_time: 0.003, memory: 9061, top1_acc: 0.3216, top5_acc: 0.5932, loss_cls: 3.0644, loss: 3.0644, grad_norm: 1.3880 2020-07-17 20:41:59,347 - mmaction - INFO - Environment info: ------------------------------------------------------------ sys.platform: linux Python: 3.7.6 | packaged by conda-forge | (default, Jun 1 2020, 18:57:50) [GCC 7.5.0] CUDA available: True CUDA_HOME: /mnt/lustre/share/cuda-9.2/ NVCC: Cuda compilation tools, release 9.2, V9.2.148 GPU 0,1,2,3,4,5,6,7: Tesla V100-PCIE-16GB GCC: gcc (GCC) 7.3.0 PyTorch: 1.4.0 PyTorch compiling details: PyTorch built with: - GCC 7.3 - Intel(R) Math Kernel Library Version 2020.0.1 Product Build 20200208 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v0.21.1 (Git Hash 7d2fd500bc78936d1d648ca713b901012f470dbc) - OpenMP 201511 (a.k.a. OpenMP 4.5) - NNPACK is enabled - CUDA Runtime 9.2 - NVCC architecture flags: -gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_61,code=sm_61;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_37,code=compute_37 - CuDNN 7.6.3 - Magma 2.5.1 - Build settings: BLAS=MKL, BUILD_NAMEDTENSOR=OFF, BUILD_TYPE=Release, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -fopenmp -DUSE_FBGEMM -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-stringop-overflow -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Wno-stringop-overflow, DISABLE_NUMA=1, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, USE_CUDA=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_STATIC_DISPATCH=OFF, TorchVision: 0.5.0 OpenCV: 4.2.0 MMCV: 1.0rc0 MMAction: 0.1.0+c12dd0d ------------------------------------------------------------ 2020-07-17 20:41:59,348 - mmaction - INFO - Distributed training: True 2020-07-17 20:41:59,348 - mmaction - INFO - Config: /mnt/lustre/xusu/refactor/benchmark_sf_0704/mmaction-lite/configs/recognition/slowfast/slowfast_r50_8x8x1_256e_kinetics400_rgb.py model = dict( type='Recognizer3D', backbone=dict( type='ResNet3dSlowFast', pretrained=None, resample_rate=4, # tau speed_ratio=4, # alpha channel_ratio=8, # beta_inv slow_pathway=dict( type='resnet3d', depth=50, pretrained=None, lateral=True, fusion_kernel=7, 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 = '/mnt/lustre/DATAshare2/kinetics_400_train_320_frames' data_root_val = '/mnt/lustre/DATAshare2/kinetics_400_val_320_frames' ann_file_train = '/mnt/lustre/DATAshare2/kinetics_train_list_hd320.txt' ann_file_val = '/mnt/lustre/DATAshare2/kinetics_val_list_hd320.txt' ann_file_test =ann_file_val img_norm_cfg = dict( mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False) mc_cfg = dict( server_list_cfg='/mnt/lustre/share/memcached_client/server_list.conf', client_cfg='/mnt/lustre/share/memcached_client/client.conf', sys_path='/mnt/lustre/share/pymc/py3') train_pipeline = [ dict(type='SampleFrames', clip_len=32, frame_interval=2, num_clips=1), dict(type='FrameSelector', io_backend='memcached', **mc_cfg), dict(type='Resize', scale=(-1, 256), 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', io_backend='memcached', **mc_cfg), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=224), dict(type='Flip', flip_ratio=0), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] test_pipeline = [ dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=10, test_mode=True), dict(type='FrameSelector', io_backend='memcached', **mc_cfg), dict(type='Resize', scale=(-1, 256)), dict(type='ThreeCrop', crop_size=256), dict(type='Flip', flip_ratio=0), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] data = dict( videos_per_gpu=8, workers_per_gpu=4, train=dict( type=dataset_type, ann_file=ann_file_train, data_prefix=data_root, pipeline=train_pipeline), val=dict( type=dataset_type, ann_file=ann_file_val, data_prefix=data_root_val, pipeline=val_pipeline), test=dict( type=dataset_type, ann_file=ann_file_test, data_prefix=data_root_val, pipeline=test_pipeline)) # optimizer optimizer = dict(type='SGD', lr=0.3, momentum=0.9, weight_decay=0.0001) optimizer_config = dict(grad_clip=dict(max_norm=40, norm_type=2)) # learning policy lr_config = dict(policy='CosineAnealing', min_lr=0, warmup='linear', warmup_by_epoch=True, warmup_iters=34) 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_8x8x1_256e_kinetics400_rgb' load_from = None resume_from = None find_unused_parameters = False 2020-07-17 20:42:15,514 - mmaction - INFO - load checkpoint from work_dirs/sf_8x8_warm_fk7/latest.pth 2020-07-17 20:42:19,484 - mmaction - INFO - resumed epoch 56, iter 70168 2020-07-17 20:42:19,486 - mmaction - INFO - Start running, host: xusu@SH-IDC1-10-5-37-38, work_dir: /mnt/lustre/xusu/refactor/benchmark_sf_0704/mmaction-lite/work_dirs/sf_8x8_warm_fk7 2020-07-17 20:42:19,486 - mmaction - INFO - workflow: [('train', 1)], max: 256 epochs 2020-07-17 20:45:27,968 - mmaction - INFO - Epoch [57][20/1253] lr: 2.660e-01, eta: 27 days, 7:30:43, time: 9.418, data_time: 8.077, memory: 9059, top1_acc: 0.3406, top5_acc: 0.5872, loss_cls: 3.0079, loss: 3.0079, grad_norm: 1.3295 2020-07-17 20:45:49,266 - mmaction - INFO - Epoch [57][40/1253] lr: 2.660e-01, eta: 15 days, 4:58:28, time: 1.070, data_time: 0.007, memory: 9059, top1_acc: 0.3404, top5_acc: 0.5940, loss_cls: 3.0078, loss: 3.0078, grad_norm: 1.3691 2020-07-17 20:46:10,740 - mmaction - INFO - Epoch [57][60/1253] lr: 2.660e-01, eta: 11 days, 4:13:23, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.3344, top5_acc: 0.5721, loss_cls: 3.0823, loss: 3.0823, grad_norm: 1.3306 2020-07-17 20:46:32,025 - mmaction - INFO - Epoch [57][80/1253] lr: 2.660e-01, eta: 9 days, 3:38:51, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.3484, top5_acc: 0.5906, loss_cls: 3.0237, loss: 3.0237, grad_norm: 1.3146 2020-07-17 20:46:54,059 - mmaction - INFO - Epoch [57][100/1253] lr: 2.660e-01, eta: 7 days, 23:02:48, time: 1.102, data_time: 0.002, memory: 9059, top1_acc: 0.3424, top5_acc: 0.5961, loss_cls: 2.9873, loss: 2.9873, grad_norm: 1.3528 2020-07-17 20:47:15,536 - mmaction - INFO - Epoch [57][120/1253] lr: 2.660e-01, eta: 7 days, 3:37:54, time: 1.073, data_time: 0.001, memory: 9059, top1_acc: 0.3240, top5_acc: 0.5826, loss_cls: 3.0900, loss: 3.0900, grad_norm: 1.3467 2020-07-17 20:47:36,944 - mmaction - INFO - Epoch [57][140/1253] lr: 2.660e-01, eta: 6 days, 13:44:20, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3414, top5_acc: 0.5865, loss_cls: 3.0468, loss: 3.0468, grad_norm: 1.3307 2020-07-17 20:47:58,175 - mmaction - INFO - Epoch [57][160/1253] lr: 2.660e-01, eta: 6 days, 3:14:53, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3414, top5_acc: 0.5919, loss_cls: 3.0205, loss: 3.0205, grad_norm: 1.3567 2020-07-17 20:48:19,607 - mmaction - INFO - Epoch [57][180/1253] lr: 2.660e-01, eta: 5 days, 19:08:57, time: 1.070, data_time: 0.008, memory: 9059, top1_acc: 0.3315, top5_acc: 0.5773, loss_cls: 3.0866, loss: 3.0866, grad_norm: 1.3215 2020-07-17 20:48:41,084 - mmaction - INFO - Epoch [57][200/1253] lr: 2.660e-01, eta: 5 days, 12:42:04, time: 1.075, data_time: 0.003, memory: 9059, top1_acc: 0.3487, top5_acc: 0.5927, loss_cls: 2.9874, loss: 2.9874, grad_norm: 1.3357 2020-07-17 20:49:02,374 - mmaction - INFO - Epoch [57][220/1253] lr: 2.660e-01, eta: 5 days, 7:21:19, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3411, top5_acc: 0.5987, loss_cls: 3.0083, loss: 3.0083, grad_norm: 1.3415 2020-07-17 20:49:23,538 - mmaction - INFO - Epoch [57][240/1253] lr: 2.660e-01, eta: 5 days, 2:52:07, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3422, top5_acc: 0.5862, loss_cls: 3.0240, loss: 3.0240, grad_norm: 1.3578 2020-07-17 20:49:44,771 - mmaction - INFO - Epoch [57][260/1253] lr: 2.660e-01, eta: 4 days, 23:05:14, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3430, top5_acc: 0.5961, loss_cls: 3.0339, loss: 3.0339, grad_norm: 1.3320 2020-07-17 20:50:06,019 - mmaction - INFO - Epoch [57][280/1253] lr: 2.660e-01, eta: 4 days, 19:50:45, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3464, top5_acc: 0.5948, loss_cls: 3.0271, loss: 3.0271, grad_norm: 1.3301 2020-07-17 20:50:27,408 - mmaction - INFO - Epoch [57][300/1253] lr: 2.660e-01, eta: 4 days, 17:04:15, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3336, top5_acc: 0.5807, loss_cls: 3.0551, loss: 3.0551, grad_norm: 1.3444 2020-07-17 20:50:49,160 - mmaction - INFO - Epoch [57][320/1253] lr: 2.660e-01, eta: 4 days, 14:43:27, time: 1.088, data_time: 0.002, memory: 9059, top1_acc: 0.3240, top5_acc: 0.5924, loss_cls: 3.0713, loss: 3.0713, grad_norm: 1.3675 2020-07-17 20:51:10,326 - mmaction - INFO - Epoch [57][340/1253] lr: 2.660e-01, eta: 4 days, 12:31:45, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.3362, top5_acc: 0.5904, loss_cls: 3.0261, loss: 3.0261, grad_norm: 1.3226 2020-07-17 20:51:31,702 - mmaction - INFO - Epoch [57][360/1253] lr: 2.660e-01, eta: 4 days, 10:37:00, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3297, top5_acc: 0.5776, loss_cls: 3.0618, loss: 3.0618, grad_norm: 1.3757 2020-07-17 20:51:53,442 - mmaction - INFO - Epoch [57][380/1253] lr: 2.660e-01, eta: 4 days, 8:58:26, time: 1.087, data_time: 0.003, memory: 9059, top1_acc: 0.3419, top5_acc: 0.5872, loss_cls: 3.0170, loss: 3.0170, grad_norm: 1.3583 2020-07-17 20:52:14,797 - mmaction - INFO - Epoch [57][400/1253] lr: 2.660e-01, eta: 4 days, 7:25:40, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3326, top5_acc: 0.5852, loss_cls: 3.0451, loss: 3.0451, grad_norm: 1.3683 2020-07-17 20:52:36,029 - mmaction - INFO - Epoch [57][420/1253] lr: 2.660e-01, eta: 4 days, 6:00:34, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3240, top5_acc: 0.5794, loss_cls: 3.0979, loss: 3.0979, grad_norm: 1.3395 2020-07-17 20:52:57,464 - mmaction - INFO - Epoch [57][440/1253] lr: 2.660e-01, eta: 4 days, 4:45:04, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3294, top5_acc: 0.5849, loss_cls: 3.0912, loss: 3.0912, grad_norm: 1.3334 2020-07-17 20:53:18,722 - mmaction - INFO - Epoch [57][460/1253] lr: 2.660e-01, eta: 4 days, 3:34:28, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3479, top5_acc: 0.5930, loss_cls: 3.0097, loss: 3.0097, grad_norm: 1.3281 2020-07-17 20:53:39,882 - mmaction - INFO - Epoch [57][480/1253] lr: 2.660e-01, eta: 4 days, 2:28:49, time: 1.058, data_time: 0.001, memory: 9059, top1_acc: 0.3318, top5_acc: 0.5909, loss_cls: 3.0537, loss: 3.0537, grad_norm: 1.3481 2020-07-17 20:54:01,418 - mmaction - INFO - Epoch [57][500/1253] lr: 2.660e-01, eta: 4 days, 1:31:26, time: 1.076, data_time: 0.001, memory: 9059, top1_acc: 0.3310, top5_acc: 0.5927, loss_cls: 3.0017, loss: 3.0017, grad_norm: 1.3445 2020-07-17 20:54:22,836 - mmaction - INFO - Epoch [57][520/1253] lr: 2.660e-01, eta: 4 days, 0:37:40, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3310, top5_acc: 0.5932, loss_cls: 3.0416, loss: 3.0416, grad_norm: 1.3826 2020-07-17 20:54:43,990 - mmaction - INFO - Epoch [57][540/1253] lr: 2.660e-01, eta: 3 days, 23:45:51, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.3349, top5_acc: 0.5815, loss_cls: 3.0368, loss: 3.0368, grad_norm: 1.3656 2020-07-17 20:55:05,651 - mmaction - INFO - Epoch [57][560/1253] lr: 2.660e-01, eta: 3 days, 23:01:16, time: 1.082, data_time: 0.001, memory: 9059, top1_acc: 0.3333, top5_acc: 0.5883, loss_cls: 3.0654, loss: 3.0654, grad_norm: 1.3475 2020-07-17 20:55:27,116 - mmaction - INFO - Epoch [57][580/1253] lr: 2.660e-01, eta: 3 days, 22:18:24, time: 1.073, data_time: 0.010, memory: 9059, top1_acc: 0.3271, top5_acc: 0.5789, loss_cls: 3.0835, loss: 3.0835, grad_norm: 1.4091 2020-07-17 20:55:48,461 - mmaction - INFO - Epoch [57][600/1253] lr: 2.660e-01, eta: 3 days, 21:37:47, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3388, top5_acc: 0.5938, loss_cls: 3.0215, loss: 3.0215, grad_norm: 1.3482 2020-07-17 20:56:09,804 - mmaction - INFO - Epoch [57][620/1253] lr: 2.660e-01, eta: 3 days, 20:59:21, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.3419, top5_acc: 0.5872, loss_cls: 3.0362, loss: 3.0362, grad_norm: 1.3701 2020-07-17 20:56:31,126 - mmaction - INFO - Epoch [57][640/1253] lr: 2.660e-01, eta: 3 days, 20:23:26, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3294, top5_acc: 0.5880, loss_cls: 3.0717, loss: 3.0717, grad_norm: 1.3756 2020-07-17 20:56:52,523 - mmaction - INFO - Epoch [57][660/1253] lr: 2.660e-01, eta: 3 days, 19:50:04, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3268, top5_acc: 0.5906, loss_cls: 3.0362, loss: 3.0362, grad_norm: 1.3711 2020-07-17 20:57:13,636 - mmaction - INFO - Epoch [57][680/1253] lr: 2.660e-01, eta: 3 days, 19:16:51, time: 1.055, data_time: 0.002, memory: 9059, top1_acc: 0.3375, top5_acc: 0.5893, loss_cls: 3.0434, loss: 3.0434, grad_norm: 1.3736 2020-07-17 20:57:35,375 - mmaction - INFO - Epoch [57][700/1253] lr: 2.660e-01, eta: 3 days, 18:49:09, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.3294, top5_acc: 0.5753, loss_cls: 3.0823, loss: 3.0823, grad_norm: 1.3509 2020-07-17 20:57:56,640 - mmaction - INFO - Epoch [57][720/1253] lr: 2.660e-01, eta: 3 days, 18:20:32, time: 1.065, data_time: 0.004, memory: 9059, top1_acc: 0.3474, top5_acc: 0.6096, loss_cls: 2.9837, loss: 2.9837, grad_norm: 1.3419 2020-07-17 20:58:18,088 - mmaction - INFO - Epoch [57][740/1253] lr: 2.660e-01, eta: 3 days, 17:54:16, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3284, top5_acc: 0.5888, loss_cls: 3.0494, loss: 3.0494, grad_norm: 1.3768 2020-07-17 20:58:39,716 - mmaction - INFO - Epoch [57][760/1253] lr: 2.660e-01, eta: 3 days, 17:30:18, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.3461, top5_acc: 0.5977, loss_cls: 2.9916, loss: 2.9916, grad_norm: 1.3326 2020-07-17 20:59:01,321 - mmaction - INFO - Epoch [57][780/1253] lr: 2.660e-01, eta: 3 days, 17:07:37, time: 1.081, data_time: 0.003, memory: 9059, top1_acc: 0.3253, top5_acc: 0.5932, loss_cls: 3.0585, loss: 3.0585, grad_norm: 1.3869 2020-07-17 20:59:22,642 - mmaction - INFO - Epoch [57][800/1253] lr: 2.660e-01, eta: 3 days, 16:44:30, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3203, top5_acc: 0.5685, loss_cls: 3.1553, loss: 3.1553, grad_norm: 1.3688 2020-07-17 20:59:44,816 - mmaction - INFO - Epoch [57][820/1253] lr: 2.660e-01, eta: 3 days, 16:26:43, time: 1.108, data_time: 0.002, memory: 9059, top1_acc: 0.3339, top5_acc: 0.5773, loss_cls: 3.0699, loss: 3.0699, grad_norm: 1.3540 2020-07-17 21:00:15,727 - mmaction - INFO - Epoch [57][840/1253] lr: 2.660e-01, eta: 3 days, 16:52:17, time: 1.537, data_time: 0.002, memory: 9059, top1_acc: 0.3263, top5_acc: 0.5771, loss_cls: 3.1184, loss: 3.1184, grad_norm: 1.3720 2020-07-17 21:00:37,435 - mmaction - INFO - Epoch [57][860/1253] lr: 2.660e-01, eta: 3 days, 16:33:41, time: 1.093, data_time: 0.017, memory: 9059, top1_acc: 0.3305, top5_acc: 0.5930, loss_cls: 3.0647, loss: 3.0647, grad_norm: 1.3417 2020-07-17 21:00:59,680 - mmaction - INFO - Epoch [57][880/1253] lr: 2.660e-01, eta: 3 days, 16:17:50, time: 1.114, data_time: 0.003, memory: 9059, top1_acc: 0.3378, top5_acc: 0.5872, loss_cls: 3.0098, loss: 3.0098, grad_norm: 1.3257 2020-07-17 21:01:20,985 - mmaction - INFO - Epoch [57][900/1253] lr: 2.660e-01, eta: 3 days, 15:58:13, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3445, top5_acc: 0.5961, loss_cls: 3.0077, loss: 3.0077, grad_norm: 1.3662 2020-07-17 21:01:42,332 - mmaction - INFO - Epoch [57][920/1253] lr: 2.660e-01, eta: 3 days, 15:39:34, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3346, top5_acc: 0.5760, loss_cls: 3.0880, loss: 3.0880, grad_norm: 1.3579 2020-07-17 21:02:04,161 - mmaction - INFO - Epoch [57][940/1253] lr: 2.660e-01, eta: 3 days, 15:23:46, time: 1.090, data_time: 0.002, memory: 9059, top1_acc: 0.3255, top5_acc: 0.5729, loss_cls: 3.1050, loss: 3.1050, grad_norm: 1.3446 2020-07-17 21:02:26,184 - mmaction - INFO - Epoch [57][960/1253] lr: 2.660e-01, eta: 3 days, 15:09:41, time: 1.103, data_time: 0.003, memory: 9059, top1_acc: 0.3260, top5_acc: 0.5688, loss_cls: 3.1450, loss: 3.1450, grad_norm: 1.3508 2020-07-17 21:02:47,571 - mmaction - INFO - Epoch [57][980/1253] lr: 2.660e-01, eta: 3 days, 14:53:17, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3302, top5_acc: 0.5836, loss_cls: 3.0783, loss: 3.0783, grad_norm: 1.3453 2020-07-17 21:03:08,883 - mmaction - INFO - Epoch [57][1000/1253] lr: 2.660e-01, eta: 3 days, 14:37:18, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.3302, top5_acc: 0.5807, loss_cls: 3.0688, loss: 3.0688, grad_norm: 1.3361 2020-07-17 21:03:30,283 - mmaction - INFO - Epoch [57][1020/1253] lr: 2.660e-01, eta: 3 days, 14:22:21, time: 1.071, data_time: 0.003, memory: 9059, top1_acc: 0.3331, top5_acc: 0.5867, loss_cls: 3.0697, loss: 3.0697, grad_norm: 1.3867 2020-07-17 21:03:51,897 - mmaction - INFO - Epoch [57][1040/1253] lr: 2.660e-01, eta: 3 days, 14:08:26, time: 1.077, data_time: 0.001, memory: 9059, top1_acc: 0.3424, top5_acc: 0.5831, loss_cls: 3.0382, loss: 3.0382, grad_norm: 1.3461 2020-07-17 21:04:13,191 - mmaction - INFO - Epoch [57][1060/1253] lr: 2.660e-01, eta: 3 days, 13:54:12, time: 1.067, data_time: 0.005, memory: 9059, top1_acc: 0.3401, top5_acc: 0.5893, loss_cls: 3.0512, loss: 3.0512, grad_norm: 1.3260 2020-07-17 21:04:34,440 - mmaction - INFO - Epoch [57][1080/1253] lr: 2.660e-01, eta: 3 days, 13:40:15, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.3427, top5_acc: 0.5875, loss_cls: 3.0221, loss: 3.0221, grad_norm: 1.3464 2020-07-17 21:04:55,948 - mmaction - INFO - Epoch [57][1100/1253] lr: 2.660e-01, eta: 3 days, 13:27:42, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.3266, top5_acc: 0.5885, loss_cls: 3.0772, loss: 3.0772, grad_norm: 1.3472 2020-07-17 21:05:17,222 - mmaction - INFO - Epoch [57][1120/1253] lr: 2.660e-01, eta: 3 days, 13:14:37, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3273, top5_acc: 0.5909, loss_cls: 3.0588, loss: 3.0588, grad_norm: 1.3349 2020-07-17 21:05:39,420 - mmaction - INFO - Epoch [57][1140/1253] lr: 2.660e-01, eta: 3 days, 13:05:28, time: 1.110, data_time: 0.020, memory: 9059, top1_acc: 0.3383, top5_acc: 0.5961, loss_cls: 3.0245, loss: 3.0245, grad_norm: 1.3610 2020-07-17 21:06:01,932 - mmaction - INFO - Epoch [57][1160/1253] lr: 2.660e-01, eta: 3 days, 12:57:43, time: 1.125, data_time: 0.023, memory: 9059, top1_acc: 0.3328, top5_acc: 0.5854, loss_cls: 3.0500, loss: 3.0500, grad_norm: 1.3606 2020-07-17 21:06:24,218 - mmaction - INFO - Epoch [57][1180/1253] lr: 2.660e-01, eta: 3 days, 12:49:30, time: 1.115, data_time: 0.013, memory: 9059, top1_acc: 0.3378, top5_acc: 0.5719, loss_cls: 3.0980, loss: 3.0980, grad_norm: 1.3390 2020-07-17 21:06:45,478 - mmaction - INFO - Epoch [57][1200/1253] lr: 2.660e-01, eta: 3 days, 12:37:55, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3242, top5_acc: 0.5685, loss_cls: 3.1405, loss: 3.1405, grad_norm: 1.3765 2020-07-17 21:07:06,919 - mmaction - INFO - Epoch [57][1220/1253] lr: 2.660e-01, eta: 3 days, 12:27:16, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3440, top5_acc: 0.6026, loss_cls: 2.9935, loss: 2.9935, grad_norm: 1.3173 2020-07-17 21:07:28,464 - mmaction - INFO - Epoch [57][1240/1253] lr: 2.660e-01, eta: 3 days, 12:17:20, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.3362, top5_acc: 0.5836, loss_cls: 3.0635, loss: 3.0635, grad_norm: 1.3435 2020-07-17 21:11:14,787 - mmaction - INFO - Epoch [58][20/1253] lr: 2.648e-01, eta: 3 days, 21:08:54, time: 10.160, data_time: 8.941, memory: 9059, top1_acc: 0.3370, top5_acc: 0.5935, loss_cls: 3.0116, loss: 3.0116, grad_norm: 1.3625 2020-07-17 21:11:35,880 - mmaction - INFO - Epoch [58][40/1253] lr: 2.648e-01, eta: 3 days, 20:49:47, time: 1.054, data_time: 0.002, memory: 9059, top1_acc: 0.3404, top5_acc: 0.5995, loss_cls: 3.0112, loss: 3.0112, grad_norm: 1.3705 2020-07-17 21:11:57,464 - mmaction - INFO - Epoch [58][60/1253] lr: 2.648e-01, eta: 3 days, 20:32:48, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.3302, top5_acc: 0.5878, loss_cls: 3.0628, loss: 3.0628, grad_norm: 1.3739 2020-07-17 21:12:18,683 - mmaction - INFO - Epoch [58][80/1253] lr: 2.648e-01, eta: 3 days, 20:15:15, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.3451, top5_acc: 0.5870, loss_cls: 3.0422, loss: 3.0422, grad_norm: 1.3676 2020-07-17 21:12:40,239 - mmaction - INFO - Epoch [58][100/1253] lr: 2.648e-01, eta: 3 days, 19:59:06, time: 1.077, data_time: 0.001, memory: 9059, top1_acc: 0.3401, top5_acc: 0.5859, loss_cls: 3.0656, loss: 3.0656, grad_norm: 1.3533 2020-07-17 21:13:01,536 - mmaction - INFO - Epoch [58][120/1253] lr: 2.648e-01, eta: 3 days, 19:42:45, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3391, top5_acc: 0.5951, loss_cls: 3.0196, loss: 3.0196, grad_norm: 1.3555 2020-07-17 21:13:22,689 - mmaction - INFO - Epoch [58][140/1253] lr: 2.648e-01, eta: 3 days, 19:26:22, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.3292, top5_acc: 0.5935, loss_cls: 3.0027, loss: 3.0027, grad_norm: 1.3605 2020-07-17 21:13:43,818 - mmaction - INFO - Epoch [58][160/1253] lr: 2.648e-01, eta: 3 days, 19:10:22, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.3365, top5_acc: 0.6003, loss_cls: 2.9864, loss: 2.9864, grad_norm: 1.3657 2020-07-17 21:14:05,070 - mmaction - INFO - Epoch [58][180/1253] lr: 2.648e-01, eta: 3 days, 18:55:09, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3211, top5_acc: 0.5820, loss_cls: 3.0624, loss: 3.0624, grad_norm: 1.3698 2020-07-17 21:14:26,366 - mmaction - INFO - Epoch [58][200/1253] lr: 2.648e-01, eta: 3 days, 18:40:31, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3430, top5_acc: 0.5995, loss_cls: 2.9913, loss: 2.9913, grad_norm: 1.3474 2020-07-17 21:14:47,523 - mmaction - INFO - Epoch [58][220/1253] lr: 2.648e-01, eta: 3 days, 18:25:51, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.3276, top5_acc: 0.5859, loss_cls: 3.0858, loss: 3.0858, grad_norm: 1.3634 2020-07-17 21:15:09,033 - mmaction - INFO - Epoch [58][240/1253] lr: 2.648e-01, eta: 3 days, 18:12:29, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.3227, top5_acc: 0.5859, loss_cls: 3.0769, loss: 3.0769, grad_norm: 1.3625 2020-07-17 21:15:30,226 - mmaction - INFO - Epoch [58][260/1253] lr: 2.648e-01, eta: 3 days, 17:58:43, time: 1.061, data_time: 0.003, memory: 9059, top1_acc: 0.3354, top5_acc: 0.5927, loss_cls: 3.0225, loss: 3.0225, grad_norm: 1.3532 2020-07-17 21:15:51,700 - mmaction - INFO - Epoch [58][280/1253] lr: 2.648e-01, eta: 3 days, 17:46:00, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3370, top5_acc: 0.5922, loss_cls: 3.0385, loss: 3.0385, grad_norm: 1.3465 2020-07-17 21:16:13,004 - mmaction - INFO - Epoch [58][300/1253] lr: 2.648e-01, eta: 3 days, 17:33:13, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.3229, top5_acc: 0.5612, loss_cls: 3.1239, loss: 3.1239, grad_norm: 1.3517 2020-07-17 21:16:34,140 - mmaction - INFO - Epoch [58][320/1253] lr: 2.648e-01, eta: 3 days, 17:20:07, time: 1.054, data_time: 0.001, memory: 9059, top1_acc: 0.3344, top5_acc: 0.5849, loss_cls: 3.0768, loss: 3.0768, grad_norm: 1.3606 2020-07-17 21:16:55,589 - mmaction - INFO - Epoch [58][340/1253] lr: 2.648e-01, eta: 3 days, 17:08:21, time: 1.074, data_time: 0.003, memory: 9059, top1_acc: 0.3221, top5_acc: 0.5852, loss_cls: 3.0801, loss: 3.0801, grad_norm: 1.3412 2020-07-17 21:17:16,895 - mmaction - INFO - Epoch [58][360/1253] lr: 2.648e-01, eta: 3 days, 16:56:27, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3451, top5_acc: 0.5943, loss_cls: 3.0161, loss: 3.0161, grad_norm: 1.3268 2020-07-17 21:17:38,311 - mmaction - INFO - Epoch [58][380/1253] lr: 2.648e-01, eta: 3 days, 16:45:00, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.3375, top5_acc: 0.5979, loss_cls: 3.0234, loss: 3.0234, grad_norm: 1.3485 2020-07-17 21:17:59,414 - mmaction - INFO - Epoch [58][400/1253] lr: 2.648e-01, eta: 3 days, 16:33:11, time: 1.057, data_time: 0.003, memory: 9059, top1_acc: 0.3216, top5_acc: 0.5891, loss_cls: 3.0584, loss: 3.0584, grad_norm: 1.3615 2020-07-17 21:18:20,591 - mmaction - INFO - Epoch [58][420/1253] lr: 2.648e-01, eta: 3 days, 16:21:45, time: 1.059, data_time: 0.001, memory: 9059, top1_acc: 0.3284, top5_acc: 0.5818, loss_cls: 3.0957, loss: 3.0957, grad_norm: 1.3673 2020-07-17 21:18:41,848 - mmaction - INFO - Epoch [58][440/1253] lr: 2.648e-01, eta: 3 days, 16:10:47, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.3440, top5_acc: 0.5849, loss_cls: 3.0361, loss: 3.0361, grad_norm: 1.3332 2020-07-17 21:19:03,777 - mmaction - INFO - Epoch [58][460/1253] lr: 2.648e-01, eta: 3 days, 16:01:38, time: 1.095, data_time: 0.002, memory: 9059, top1_acc: 0.3352, top5_acc: 0.5914, loss_cls: 3.0377, loss: 3.0377, grad_norm: 1.3354 2020-07-17 21:19:24,981 - mmaction - INFO - Epoch [58][480/1253] lr: 2.648e-01, eta: 3 days, 15:51:02, time: 1.060, data_time: 0.003, memory: 9059, top1_acc: 0.3365, top5_acc: 0.6031, loss_cls: 3.0200, loss: 3.0200, grad_norm: 1.3603 2020-07-17 21:19:46,648 - mmaction - INFO - Epoch [58][500/1253] lr: 2.648e-01, eta: 3 days, 15:41:47, time: 1.084, data_time: 0.003, memory: 9059, top1_acc: 0.3424, top5_acc: 0.5956, loss_cls: 3.0003, loss: 3.0003, grad_norm: 1.3542 2020-07-17 21:20:08,111 - mmaction - INFO - Epoch [58][520/1253] lr: 2.648e-01, eta: 3 days, 15:32:12, time: 1.073, data_time: 0.001, memory: 9059, top1_acc: 0.3375, top5_acc: 0.5898, loss_cls: 3.0493, loss: 3.0493, grad_norm: 1.3519 2020-07-17 21:20:29,448 - mmaction - INFO - Epoch [58][540/1253] lr: 2.648e-01, eta: 3 days, 15:22:34, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3349, top5_acc: 0.5867, loss_cls: 3.0371, loss: 3.0371, grad_norm: 1.3687 2020-07-17 21:20:50,755 - mmaction - INFO - Epoch [58][560/1253] lr: 2.648e-01, eta: 3 days, 15:13:01, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.3339, top5_acc: 0.5961, loss_cls: 3.0595, loss: 3.0595, grad_norm: 1.3930 2020-07-17 21:21:12,148 - mmaction - INFO - Epoch [58][580/1253] lr: 2.648e-01, eta: 3 days, 15:03:55, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3336, top5_acc: 0.5831, loss_cls: 3.0859, loss: 3.0859, grad_norm: 1.3693 2020-07-17 21:21:33,945 - mmaction - INFO - Epoch [58][600/1253] lr: 2.648e-01, eta: 3 days, 14:55:53, time: 1.090, data_time: 0.002, memory: 9059, top1_acc: 0.3362, top5_acc: 0.5849, loss_cls: 3.0508, loss: 3.0508, grad_norm: 1.3490 2020-07-17 21:21:55,305 - mmaction - INFO - Epoch [58][620/1253] lr: 2.648e-01, eta: 3 days, 14:47:01, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3276, top5_acc: 0.5716, loss_cls: 3.1050, loss: 3.1050, grad_norm: 1.3242 2020-07-17 21:22:16,905 - mmaction - INFO - Epoch [58][640/1253] lr: 2.648e-01, eta: 3 days, 14:38:54, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.3453, top5_acc: 0.5951, loss_cls: 3.0166, loss: 3.0166, grad_norm: 1.3687 2020-07-17 21:22:38,105 - mmaction - INFO - Epoch [58][660/1253] lr: 2.648e-01, eta: 3 days, 14:30:03, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3464, top5_acc: 0.5930, loss_cls: 2.9764, loss: 2.9764, grad_norm: 1.3587 2020-07-17 21:22:59,246 - mmaction - INFO - Epoch [58][680/1253] lr: 2.648e-01, eta: 3 days, 14:21:16, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.3380, top5_acc: 0.5953, loss_cls: 3.0107, loss: 3.0107, grad_norm: 1.3533 2020-07-17 21:23:20,547 - mmaction - INFO - Epoch [58][700/1253] lr: 2.648e-01, eta: 3 days, 14:13:00, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3365, top5_acc: 0.5852, loss_cls: 3.0424, loss: 3.0424, grad_norm: 1.3288 2020-07-17 21:23:41,813 - mmaction - INFO - Epoch [58][720/1253] lr: 2.648e-01, eta: 3 days, 14:04:52, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3406, top5_acc: 0.5911, loss_cls: 3.0327, loss: 3.0327, grad_norm: 1.3636 2020-07-17 21:24:03,036 - mmaction - INFO - Epoch [58][740/1253] lr: 2.648e-01, eta: 3 days, 13:56:42, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.3328, top5_acc: 0.5820, loss_cls: 3.0794, loss: 3.0794, grad_norm: 1.3950 2020-07-17 21:24:24,440 - mmaction - INFO - Epoch [58][760/1253] lr: 2.648e-01, eta: 3 days, 13:49:06, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3315, top5_acc: 0.5768, loss_cls: 3.0904, loss: 3.0904, grad_norm: 1.3587 2020-07-17 21:24:45,657 - mmaction - INFO - Epoch [58][780/1253] lr: 2.648e-01, eta: 3 days, 13:41:17, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3411, top5_acc: 0.5917, loss_cls: 3.0015, loss: 3.0015, grad_norm: 1.3319 2020-07-17 21:25:06,922 - mmaction - INFO - Epoch [58][800/1253] lr: 2.648e-01, eta: 3 days, 13:33:38, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3372, top5_acc: 0.5742, loss_cls: 3.0766, loss: 3.0766, grad_norm: 1.3569 2020-07-17 21:25:28,387 - mmaction - INFO - Epoch [58][820/1253] lr: 2.648e-01, eta: 3 days, 13:26:38, time: 1.074, data_time: 0.003, memory: 9059, top1_acc: 0.3193, top5_acc: 0.5753, loss_cls: 3.0913, loss: 3.0913, grad_norm: 1.3511 2020-07-17 21:25:49,615 - mmaction - INFO - Epoch [58][840/1253] lr: 2.648e-01, eta: 3 days, 13:19:14, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3299, top5_acc: 0.6047, loss_cls: 3.0236, loss: 3.0236, grad_norm: 1.3645 2020-07-17 21:26:10,695 - mmaction - INFO - Epoch [58][860/1253] lr: 2.648e-01, eta: 3 days, 13:11:42, time: 1.054, data_time: 0.002, memory: 9059, top1_acc: 0.3299, top5_acc: 0.5753, loss_cls: 3.0910, loss: 3.0910, grad_norm: 1.3676 2020-07-17 21:26:32,033 - mmaction - INFO - Epoch [58][880/1253] lr: 2.648e-01, eta: 3 days, 13:04:48, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3380, top5_acc: 0.5992, loss_cls: 3.0116, loss: 3.0116, grad_norm: 1.3488 2020-07-17 21:26:53,255 - mmaction - INFO - Epoch [58][900/1253] lr: 2.648e-01, eta: 3 days, 12:57:47, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3362, top5_acc: 0.5904, loss_cls: 3.0505, loss: 3.0505, grad_norm: 1.3530 2020-07-17 21:27:14,589 - mmaction - INFO - Epoch [58][920/1253] lr: 2.648e-01, eta: 3 days, 12:51:07, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3406, top5_acc: 0.5844, loss_cls: 3.0475, loss: 3.0475, grad_norm: 1.3547 2020-07-17 21:27:36,145 - mmaction - INFO - Epoch [58][940/1253] lr: 2.648e-01, eta: 3 days, 12:44:57, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.3469, top5_acc: 0.5992, loss_cls: 3.0051, loss: 3.0051, grad_norm: 1.3496 2020-07-17 21:27:57,326 - mmaction - INFO - Epoch [58][960/1253] lr: 2.648e-01, eta: 3 days, 12:38:10, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.3279, top5_acc: 0.5747, loss_cls: 3.1082, loss: 3.1082, grad_norm: 1.3547 2020-07-17 21:28:18,471 - mmaction - INFO - Epoch [58][980/1253] lr: 2.648e-01, eta: 3 days, 12:31:34, time: 1.060, data_time: 0.004, memory: 9059, top1_acc: 0.3234, top5_acc: 0.5849, loss_cls: 3.0977, loss: 3.0977, grad_norm: 1.3498 2020-07-17 21:28:40,202 - mmaction - INFO - Epoch [58][1000/1253] lr: 2.648e-01, eta: 3 days, 12:26:00, time: 1.085, data_time: 0.001, memory: 9059, top1_acc: 0.3313, top5_acc: 0.5896, loss_cls: 3.0257, loss: 3.0257, grad_norm: 1.3374 2020-07-17 21:29:01,324 - mmaction - INFO - Epoch [58][1020/1253] lr: 2.648e-01, eta: 3 days, 12:19:32, time: 1.058, data_time: 0.003, memory: 9059, top1_acc: 0.3253, top5_acc: 0.5904, loss_cls: 3.0660, loss: 3.0660, grad_norm: 1.3410 2020-07-17 21:29:22,776 - mmaction - INFO - Epoch [58][1040/1253] lr: 2.648e-01, eta: 3 days, 12:13:42, time: 1.072, data_time: 0.001, memory: 9059, top1_acc: 0.3396, top5_acc: 0.6044, loss_cls: 2.9936, loss: 2.9936, grad_norm: 1.3745 2020-07-17 21:29:44,110 - mmaction - INFO - Epoch [58][1060/1253] lr: 2.648e-01, eta: 3 days, 12:07:46, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3380, top5_acc: 0.5823, loss_cls: 3.0505, loss: 3.0505, grad_norm: 1.3417 2020-07-17 21:30:05,316 - mmaction - INFO - Epoch [58][1080/1253] lr: 2.648e-01, eta: 3 days, 12:01:44, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3273, top5_acc: 0.5828, loss_cls: 3.1070, loss: 3.1070, grad_norm: 1.3344 2020-07-17 21:30:27,859 - mmaction - INFO - Epoch [58][1100/1253] lr: 2.648e-01, eta: 3 days, 11:58:05, time: 1.126, data_time: 0.001, memory: 9059, top1_acc: 0.3219, top5_acc: 0.5852, loss_cls: 3.0558, loss: 3.0558, grad_norm: 1.3436 2020-07-17 21:30:49,299 - mmaction - INFO - Epoch [58][1120/1253] lr: 2.648e-01, eta: 3 days, 11:52:35, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3404, top5_acc: 0.5948, loss_cls: 3.0012, loss: 3.0012, grad_norm: 1.3563 2020-07-17 21:31:10,555 - mmaction - INFO - Epoch [58][1140/1253] lr: 2.648e-01, eta: 3 days, 11:46:53, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3362, top5_acc: 0.5945, loss_cls: 3.0127, loss: 3.0127, grad_norm: 1.3646 2020-07-17 21:31:31,966 - mmaction - INFO - Epoch [58][1160/1253] lr: 2.648e-01, eta: 3 days, 11:41:30, time: 1.070, data_time: 0.001, memory: 9059, top1_acc: 0.3370, top5_acc: 0.5888, loss_cls: 3.0543, loss: 3.0543, grad_norm: 1.3751 2020-07-17 21:31:53,222 - mmaction - INFO - Epoch [58][1180/1253] lr: 2.648e-01, eta: 3 days, 11:35:56, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3260, top5_acc: 0.5849, loss_cls: 3.0709, loss: 3.0709, grad_norm: 1.3570 2020-07-17 21:32:14,813 - mmaction - INFO - Epoch [58][1200/1253] lr: 2.648e-01, eta: 3 days, 11:31:04, time: 1.080, data_time: 0.003, memory: 9059, top1_acc: 0.3286, top5_acc: 0.5914, loss_cls: 3.0233, loss: 3.0233, grad_norm: 1.3634 2020-07-17 21:32:36,145 - mmaction - INFO - Epoch [58][1220/1253] lr: 2.648e-01, eta: 3 days, 11:25:48, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3253, top5_acc: 0.5792, loss_cls: 3.0905, loss: 3.0905, grad_norm: 1.3488 2020-07-17 21:32:57,840 - mmaction - INFO - Epoch [58][1240/1253] lr: 2.648e-01, eta: 3 days, 11:21:14, time: 1.085, data_time: 0.002, memory: 9059, top1_acc: 0.3367, top5_acc: 0.5841, loss_cls: 3.0487, loss: 3.0487, grad_norm: 1.3616 2020-07-17 21:36:16,451 - mmaction - INFO - Epoch [59][20/1253] lr: 2.636e-01, eta: 3 days, 15:09:42, time: 8.995, data_time: 7.815, memory: 9059, top1_acc: 0.3242, top5_acc: 0.5773, loss_cls: 3.0857, loss: 3.0857, grad_norm: 1.3486 2020-07-17 21:36:37,699 - mmaction - INFO - Epoch [59][40/1253] lr: 2.636e-01, eta: 3 days, 15:02:43, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.3247, top5_acc: 0.5779, loss_cls: 3.0899, loss: 3.0899, grad_norm: 1.3655 2020-07-17 21:36:59,519 - mmaction - INFO - Epoch [59][60/1253] lr: 2.636e-01, eta: 3 days, 14:56:42, time: 1.089, data_time: 0.001, memory: 9059, top1_acc: 0.3263, top5_acc: 0.5935, loss_cls: 3.0323, loss: 3.0323, grad_norm: 1.3469 2020-07-17 21:37:20,936 - mmaction - INFO - Epoch [59][80/1253] lr: 2.636e-01, eta: 3 days, 14:50:12, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.3279, top5_acc: 0.5786, loss_cls: 3.0532, loss: 3.0532, grad_norm: 1.3884 2020-07-17 21:37:42,323 - mmaction - INFO - Epoch [59][100/1253] lr: 2.636e-01, eta: 3 days, 14:43:41, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.3294, top5_acc: 0.5784, loss_cls: 3.0782, loss: 3.0782, grad_norm: 1.3712 2020-07-17 21:38:03,875 - mmaction - INFO - Epoch [59][120/1253] lr: 2.636e-01, eta: 3 days, 14:37:35, time: 1.078, data_time: 0.003, memory: 9059, top1_acc: 0.3245, top5_acc: 0.5826, loss_cls: 3.0781, loss: 3.0781, grad_norm: 1.3727 2020-07-17 21:38:25,691 - mmaction - INFO - Epoch [59][140/1253] lr: 2.636e-01, eta: 3 days, 14:31:57, time: 1.091, data_time: 0.002, memory: 9059, top1_acc: 0.3414, top5_acc: 0.5948, loss_cls: 3.0320, loss: 3.0320, grad_norm: 1.3638 2020-07-17 21:38:47,079 - mmaction - INFO - Epoch [59][160/1253] lr: 2.636e-01, eta: 3 days, 14:25:45, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3406, top5_acc: 0.5776, loss_cls: 3.0697, loss: 3.0697, grad_norm: 1.3503 2020-07-17 21:39:08,445 - mmaction - INFO - Epoch [59][180/1253] lr: 2.636e-01, eta: 3 days, 14:19:36, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3232, top5_acc: 0.5758, loss_cls: 3.0913, loss: 3.0913, grad_norm: 1.3605 2020-07-17 21:39:30,132 - mmaction - INFO - Epoch [59][200/1253] lr: 2.636e-01, eta: 3 days, 14:13:59, time: 1.083, data_time: 0.003, memory: 9059, top1_acc: 0.3529, top5_acc: 0.5971, loss_cls: 2.9861, loss: 2.9861, grad_norm: 1.3439 2020-07-17 21:39:52,822 - mmaction - INFO - Epoch [59][220/1253] lr: 2.636e-01, eta: 3 days, 14:09:53, time: 1.131, data_time: 0.010, memory: 9059, top1_acc: 0.3490, top5_acc: 0.5945, loss_cls: 2.9889, loss: 2.9889, grad_norm: 1.3556 2020-07-17 21:40:15,010 - mmaction - INFO - Epoch [59][240/1253] lr: 2.636e-01, eta: 3 days, 14:05:18, time: 1.113, data_time: 0.025, memory: 9059, top1_acc: 0.3354, top5_acc: 0.5984, loss_cls: 3.0171, loss: 3.0171, grad_norm: 1.3849 2020-07-17 21:40:36,861 - mmaction - INFO - Epoch [59][260/1253] lr: 2.636e-01, eta: 3 days, 14:00:12, time: 1.093, data_time: 0.018, memory: 9059, top1_acc: 0.3328, top5_acc: 0.5823, loss_cls: 3.0879, loss: 3.0879, grad_norm: 1.3585 2020-07-17 21:40:58,073 - mmaction - INFO - Epoch [59][280/1253] lr: 2.636e-01, eta: 3 days, 13:54:13, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3432, top5_acc: 0.5924, loss_cls: 3.0307, loss: 3.0307, grad_norm: 1.3538 2020-07-17 21:41:19,546 - mmaction - INFO - Epoch [59][300/1253] lr: 2.636e-01, eta: 3 days, 13:48:38, time: 1.073, data_time: 0.001, memory: 9059, top1_acc: 0.3469, top5_acc: 0.6005, loss_cls: 2.9952, loss: 2.9952, grad_norm: 1.3552 2020-07-17 21:41:40,865 - mmaction - INFO - Epoch [59][320/1253] lr: 2.636e-01, eta: 3 days, 13:42:57, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3352, top5_acc: 0.5672, loss_cls: 3.0617, loss: 3.0617, grad_norm: 1.3581 2020-07-17 21:42:02,295 - mmaction - INFO - Epoch [59][340/1253] lr: 2.636e-01, eta: 3 days, 13:37:28, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3398, top5_acc: 0.5872, loss_cls: 3.0385, loss: 3.0385, grad_norm: 1.3468 2020-07-17 21:42:24,221 - mmaction - INFO - Epoch [59][360/1253] lr: 2.636e-01, eta: 3 days, 13:32:48, time: 1.097, data_time: 0.002, memory: 9059, top1_acc: 0.3260, top5_acc: 0.5729, loss_cls: 3.1078, loss: 3.1078, grad_norm: 1.3488 2020-07-17 21:42:46,252 - mmaction - INFO - Epoch [59][380/1253] lr: 2.636e-01, eta: 3 days, 13:28:20, time: 1.101, data_time: 0.002, memory: 9059, top1_acc: 0.3276, top5_acc: 0.5823, loss_cls: 3.0655, loss: 3.0655, grad_norm: 1.3597 2020-07-17 21:43:07,450 - mmaction - INFO - Epoch [59][400/1253] lr: 2.636e-01, eta: 3 days, 13:22:45, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3419, top5_acc: 0.5984, loss_cls: 3.0136, loss: 3.0136, grad_norm: 1.3247 2020-07-17 21:43:28,899 - mmaction - INFO - Epoch [59][420/1253] lr: 2.636e-01, eta: 3 days, 13:17:35, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3568, top5_acc: 0.5969, loss_cls: 2.9678, loss: 2.9678, grad_norm: 1.3619 2020-07-17 21:43:50,021 - mmaction - INFO - Epoch [59][440/1253] lr: 2.636e-01, eta: 3 days, 13:12:00, time: 1.055, data_time: 0.002, memory: 9059, top1_acc: 0.3344, top5_acc: 0.5753, loss_cls: 3.0628, loss: 3.0628, grad_norm: 1.3696 2020-07-17 21:44:11,380 - mmaction - INFO - Epoch [59][460/1253] lr: 2.636e-01, eta: 3 days, 13:06:52, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3229, top5_acc: 0.5789, loss_cls: 3.0919, loss: 3.0919, grad_norm: 1.3745 2020-07-17 21:44:32,716 - mmaction - INFO - Epoch [59][480/1253] lr: 2.636e-01, eta: 3 days, 13:01:44, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3172, top5_acc: 0.5758, loss_cls: 3.1262, loss: 3.1262, grad_norm: 1.3638 2020-07-17 21:44:53,997 - mmaction - INFO - Epoch [59][500/1253] lr: 2.636e-01, eta: 3 days, 12:56:35, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3461, top5_acc: 0.5865, loss_cls: 3.0375, loss: 3.0375, grad_norm: 1.3184 2020-07-17 21:45:15,504 - mmaction - INFO - Epoch [59][520/1253] lr: 2.636e-01, eta: 3 days, 12:51:50, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.3365, top5_acc: 0.5878, loss_cls: 3.0299, loss: 3.0299, grad_norm: 1.3517 2020-07-17 21:45:37,030 - mmaction - INFO - Epoch [59][540/1253] lr: 2.636e-01, eta: 3 days, 12:47:09, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.3357, top5_acc: 0.5867, loss_cls: 3.0357, loss: 3.0357, grad_norm: 1.3575 2020-07-17 21:45:58,407 - mmaction - INFO - Epoch [59][560/1253] lr: 2.636e-01, eta: 3 days, 12:42:16, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.3271, top5_acc: 0.5734, loss_cls: 3.0858, loss: 3.0858, grad_norm: 1.3404 2020-07-17 21:46:19,794 - mmaction - INFO - Epoch [59][580/1253] lr: 2.636e-01, eta: 3 days, 12:37:33, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.3438, top5_acc: 0.5982, loss_cls: 3.0041, loss: 3.0041, grad_norm: 1.3734 2020-07-17 21:46:41,103 - mmaction - INFO - Epoch [59][600/1253] lr: 2.636e-01, eta: 3 days, 12:32:45, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3508, top5_acc: 0.6049, loss_cls: 2.9989, loss: 2.9989, grad_norm: 1.3558 2020-07-17 21:47:02,300 - mmaction - INFO - Epoch [59][620/1253] lr: 2.636e-01, eta: 3 days, 12:27:51, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3271, top5_acc: 0.5859, loss_cls: 3.0814, loss: 3.0814, grad_norm: 1.3864 2020-07-17 21:47:24,565 - mmaction - INFO - Epoch [59][640/1253] lr: 2.636e-01, eta: 3 days, 12:24:25, time: 1.113, data_time: 0.008, memory: 9059, top1_acc: 0.3385, top5_acc: 0.5911, loss_cls: 3.0632, loss: 3.0632, grad_norm: 1.3652 2020-07-17 21:47:47,163 - mmaction - INFO - Epoch [59][660/1253] lr: 2.636e-01, eta: 3 days, 12:21:26, time: 1.129, data_time: 0.008, memory: 9059, top1_acc: 0.3279, top5_acc: 0.5828, loss_cls: 3.0820, loss: 3.0820, grad_norm: 1.3594 2020-07-17 21:48:09,472 - mmaction - INFO - Epoch [59][680/1253] lr: 2.636e-01, eta: 3 days, 12:18:08, time: 1.116, data_time: 0.014, memory: 9059, top1_acc: 0.3349, top5_acc: 0.5909, loss_cls: 3.0352, loss: 3.0352, grad_norm: 1.3785 2020-07-17 21:48:30,878 - mmaction - INFO - Epoch [59][700/1253] lr: 2.636e-01, eta: 3 days, 12:13:42, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3411, top5_acc: 0.5867, loss_cls: 3.0451, loss: 3.0451, grad_norm: 1.3549 2020-07-17 21:48:52,239 - mmaction - INFO - Epoch [59][720/1253] lr: 2.636e-01, eta: 3 days, 12:09:15, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.3419, top5_acc: 0.5958, loss_cls: 3.0214, loss: 3.0214, grad_norm: 1.3750 2020-07-17 21:49:13,495 - mmaction - INFO - Epoch [59][740/1253] lr: 2.636e-01, eta: 3 days, 12:04:45, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.3328, top5_acc: 0.5771, loss_cls: 3.0998, loss: 3.0998, grad_norm: 1.3546 2020-07-17 21:49:34,709 - mmaction - INFO - Epoch [59][760/1253] lr: 2.636e-01, eta: 3 days, 12:00:13, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3440, top5_acc: 0.5888, loss_cls: 3.0344, loss: 3.0344, grad_norm: 1.3691 2020-07-17 21:49:56,089 - mmaction - INFO - Epoch [59][780/1253] lr: 2.636e-01, eta: 3 days, 11:55:57, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.3388, top5_acc: 0.5982, loss_cls: 2.9960, loss: 2.9960, grad_norm: 1.3520 2020-07-17 21:50:17,926 - mmaction - INFO - Epoch [59][800/1253] lr: 2.636e-01, eta: 3 days, 11:52:19, time: 1.092, data_time: 0.002, memory: 9059, top1_acc: 0.3206, top5_acc: 0.5924, loss_cls: 3.0639, loss: 3.0639, grad_norm: 1.4026 2020-07-17 21:50:39,389 - mmaction - INFO - Epoch [59][820/1253] lr: 2.636e-01, eta: 3 days, 11:48:15, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3268, top5_acc: 0.5688, loss_cls: 3.1172, loss: 3.1172, grad_norm: 1.3658 2020-07-17 21:51:00,931 - mmaction - INFO - Epoch [59][840/1253] lr: 2.636e-01, eta: 3 days, 11:44:18, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.3284, top5_acc: 0.5792, loss_cls: 3.1023, loss: 3.1023, grad_norm: 1.3482 2020-07-17 21:51:22,980 - mmaction - INFO - Epoch [59][860/1253] lr: 2.636e-01, eta: 3 days, 11:41:03, time: 1.103, data_time: 0.003, memory: 9059, top1_acc: 0.3339, top5_acc: 0.5979, loss_cls: 3.0072, loss: 3.0072, grad_norm: 1.3750 2020-07-17 21:51:45,810 - mmaction - INFO - Epoch [59][880/1253] lr: 2.636e-01, eta: 3 days, 11:38:48, time: 1.142, data_time: 0.013, memory: 9059, top1_acc: 0.3372, top5_acc: 0.5930, loss_cls: 3.0138, loss: 3.0138, grad_norm: 1.3756 2020-07-17 21:52:07,954 - mmaction - INFO - Epoch [59][900/1253] lr: 2.636e-01, eta: 3 days, 11:35:41, time: 1.106, data_time: 0.011, memory: 9059, top1_acc: 0.3229, top5_acc: 0.5875, loss_cls: 3.0510, loss: 3.0510, grad_norm: 1.4027 2020-07-17 21:52:30,245 - mmaction - INFO - Epoch [59][920/1253] lr: 2.636e-01, eta: 3 days, 11:32:48, time: 1.115, data_time: 0.009, memory: 9059, top1_acc: 0.3315, top5_acc: 0.5753, loss_cls: 3.0739, loss: 3.0739, grad_norm: 1.3804 2020-07-17 21:52:52,058 - mmaction - INFO - Epoch [59][940/1253] lr: 2.636e-01, eta: 3 days, 11:29:23, time: 1.090, data_time: 0.014, memory: 9059, top1_acc: 0.3253, top5_acc: 0.5763, loss_cls: 3.0980, loss: 3.0980, grad_norm: 1.3675 2020-07-17 21:53:13,445 - mmaction - INFO - Epoch [59][960/1253] lr: 2.636e-01, eta: 3 days, 11:25:29, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3521, top5_acc: 0.6109, loss_cls: 2.9423, loss: 2.9423, grad_norm: 1.3508 2020-07-17 21:53:34,978 - mmaction - INFO - Epoch [59][980/1253] lr: 2.636e-01, eta: 3 days, 11:21:47, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.3414, top5_acc: 0.5862, loss_cls: 3.0267, loss: 3.0267, grad_norm: 1.3764 2020-07-17 21:53:56,500 - mmaction - INFO - Epoch [59][1000/1253] lr: 2.636e-01, eta: 3 days, 11:18:09, time: 1.077, data_time: 0.003, memory: 9059, top1_acc: 0.3359, top5_acc: 0.5826, loss_cls: 3.0789, loss: 3.0789, grad_norm: 1.3491 2020-07-17 21:54:17,953 - mmaction - INFO - Epoch [59][1020/1253] lr: 2.636e-01, eta: 3 days, 11:14:27, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3484, top5_acc: 0.6068, loss_cls: 2.9629, loss: 2.9629, grad_norm: 1.3537 2020-07-17 21:54:39,422 - mmaction - INFO - Epoch [59][1040/1253] lr: 2.636e-01, eta: 3 days, 11:10:50, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.3276, top5_acc: 0.5893, loss_cls: 3.0370, loss: 3.0370, grad_norm: 1.3810 2020-07-17 21:55:00,736 - mmaction - INFO - Epoch [59][1060/1253] lr: 2.636e-01, eta: 3 days, 11:07:01, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.3190, top5_acc: 0.5682, loss_cls: 3.1295, loss: 3.1295, grad_norm: 1.3545 2020-07-17 21:55:22,608 - mmaction - INFO - Epoch [59][1080/1253] lr: 2.636e-01, eta: 3 days, 11:03:55, time: 1.094, data_time: 0.003, memory: 9059, top1_acc: 0.3122, top5_acc: 0.5768, loss_cls: 3.1150, loss: 3.1150, grad_norm: 1.3397 2020-07-17 21:55:44,437 - mmaction - INFO - Epoch [59][1100/1253] lr: 2.636e-01, eta: 3 days, 11:00:50, time: 1.093, data_time: 0.002, memory: 9059, top1_acc: 0.3440, top5_acc: 0.6026, loss_cls: 2.9917, loss: 2.9917, grad_norm: 1.3430 2020-07-17 21:56:05,874 - mmaction - INFO - Epoch [59][1120/1253] lr: 2.636e-01, eta: 3 days, 10:57:15, time: 1.071, data_time: 0.001, memory: 9059, top1_acc: 0.3279, top5_acc: 0.5818, loss_cls: 3.1001, loss: 3.1001, grad_norm: 1.3749 2020-07-17 21:56:27,623 - mmaction - INFO - Epoch [59][1140/1253] lr: 2.636e-01, eta: 3 days, 10:53:50, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.3477, top5_acc: 0.5839, loss_cls: 3.0558, loss: 3.0558, grad_norm: 1.3248 2020-07-17 21:56:49,803 - mmaction - INFO - Epoch [59][1160/1253] lr: 2.636e-01, eta: 3 days, 10:51:28, time: 1.121, data_time: 0.030, memory: 9059, top1_acc: 0.3336, top5_acc: 0.5961, loss_cls: 3.0486, loss: 3.0486, grad_norm: 1.3646 2020-07-17 21:57:11,651 - mmaction - INFO - Epoch [59][1180/1253] lr: 2.636e-01, eta: 3 days, 10:48:28, time: 1.092, data_time: 0.010, memory: 9059, top1_acc: 0.3367, top5_acc: 0.5917, loss_cls: 3.0277, loss: 3.0277, grad_norm: 1.3425 2020-07-17 21:57:33,197 - mmaction - INFO - Epoch [59][1200/1253] lr: 2.636e-01, eta: 3 days, 10:45:12, time: 1.078, data_time: 0.011, memory: 9059, top1_acc: 0.3565, top5_acc: 0.6031, loss_cls: 2.9689, loss: 2.9689, grad_norm: 1.3744 2020-07-17 21:57:54,424 - mmaction - INFO - Epoch [59][1220/1253] lr: 2.636e-01, eta: 3 days, 10:41:36, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3466, top5_acc: 0.5789, loss_cls: 3.0465, loss: 3.0465, grad_norm: 1.3488 2020-07-17 21:58:15,670 - mmaction - INFO - Epoch [59][1240/1253] lr: 2.636e-01, eta: 3 days, 10:38:03, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3323, top5_acc: 0.5878, loss_cls: 3.0314, loss: 3.0314, grad_norm: 1.3615 2020-07-17 22:02:07,077 - mmaction - INFO - Epoch [60][20/1253] lr: 2.624e-01, eta: 3 days, 13:45:12, time: 10.615, data_time: 9.351, memory: 9059, top1_acc: 0.3424, top5_acc: 0.5953, loss_cls: 3.0181, loss: 3.0181, grad_norm: 1.3558 2020-07-17 22:02:28,431 - mmaction - INFO - Epoch [60][40/1253] lr: 2.624e-01, eta: 3 days, 13:40:52, time: 1.070, data_time: 0.005, memory: 9059, top1_acc: 0.3500, top5_acc: 0.5904, loss_cls: 3.0143, loss: 3.0143, grad_norm: 1.3681 2020-07-17 22:02:49,654 - mmaction - INFO - Epoch [60][60/1253] lr: 2.624e-01, eta: 3 days, 13:36:24, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.3503, top5_acc: 0.6070, loss_cls: 2.9435, loss: 2.9435, grad_norm: 1.4065 2020-07-17 22:03:10,813 - mmaction - INFO - Epoch [60][80/1253] lr: 2.624e-01, eta: 3 days, 13:31:54, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.3419, top5_acc: 0.5948, loss_cls: 3.0142, loss: 3.0142, grad_norm: 1.3662 2020-07-17 22:03:32,167 - mmaction - INFO - Epoch [60][100/1253] lr: 2.624e-01, eta: 3 days, 13:27:40, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.3427, top5_acc: 0.5951, loss_cls: 3.0099, loss: 3.0099, grad_norm: 1.3653 2020-07-17 22:03:53,306 - mmaction - INFO - Epoch [60][120/1253] lr: 2.624e-01, eta: 3 days, 13:23:13, time: 1.057, data_time: 0.001, memory: 9059, top1_acc: 0.3438, top5_acc: 0.5948, loss_cls: 3.0558, loss: 3.0558, grad_norm: 1.3897 2020-07-17 22:04:14,875 - mmaction - INFO - Epoch [60][140/1253] lr: 2.624e-01, eta: 3 days, 13:19:14, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.3271, top5_acc: 0.5896, loss_cls: 3.0857, loss: 3.0857, grad_norm: 1.3825 2020-07-17 22:04:36,429 - mmaction - INFO - Epoch [60][160/1253] lr: 2.624e-01, eta: 3 days, 13:15:20, time: 1.079, data_time: 0.003, memory: 9059, top1_acc: 0.3414, top5_acc: 0.5893, loss_cls: 3.0278, loss: 3.0278, grad_norm: 1.3469 2020-07-17 22:04:57,782 - mmaction - INFO - Epoch [60][180/1253] lr: 2.624e-01, eta: 3 days, 13:11:14, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3448, top5_acc: 0.5958, loss_cls: 3.0444, loss: 3.0444, grad_norm: 1.3479 2020-07-17 22:05:19,206 - mmaction - INFO - Epoch [60][200/1253] lr: 2.624e-01, eta: 3 days, 13:07:15, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3484, top5_acc: 0.5974, loss_cls: 2.9778, loss: 2.9778, grad_norm: 1.3715 2020-07-17 22:05:40,522 - mmaction - INFO - Epoch [60][220/1253] lr: 2.624e-01, eta: 3 days, 13:03:11, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3349, top5_acc: 0.5872, loss_cls: 3.0408, loss: 3.0408, grad_norm: 1.3721 2020-07-17 22:06:01,951 - mmaction - INFO - Epoch [60][240/1253] lr: 2.624e-01, eta: 3 days, 12:59:17, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3378, top5_acc: 0.5870, loss_cls: 3.0669, loss: 3.0669, grad_norm: 1.3825 2020-07-17 22:06:23,558 - mmaction - INFO - Epoch [60][260/1253] lr: 2.624e-01, eta: 3 days, 12:55:30, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.3354, top5_acc: 0.5904, loss_cls: 3.0433, loss: 3.0433, grad_norm: 1.3825 2020-07-17 22:06:45,169 - mmaction - INFO - Epoch [60][280/1253] lr: 2.624e-01, eta: 3 days, 12:51:55, time: 1.084, data_time: 0.006, memory: 9059, top1_acc: 0.3310, top5_acc: 0.5919, loss_cls: 3.0294, loss: 3.0294, grad_norm: 1.3602 2020-07-17 22:07:06,794 - mmaction - INFO - Epoch [60][300/1253] lr: 2.624e-01, eta: 3 days, 12:48:18, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.3424, top5_acc: 0.5906, loss_cls: 3.0371, loss: 3.0371, grad_norm: 1.3497 2020-07-17 22:07:28,115 - mmaction - INFO - Epoch [60][320/1253] lr: 2.624e-01, eta: 3 days, 12:44:26, time: 1.067, data_time: 0.007, memory: 9059, top1_acc: 0.3336, top5_acc: 0.5974, loss_cls: 3.0333, loss: 3.0333, grad_norm: 1.3560 2020-07-17 22:07:49,264 - mmaction - INFO - Epoch [60][340/1253] lr: 2.624e-01, eta: 3 days, 12:40:26, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.3370, top5_acc: 0.5956, loss_cls: 3.0293, loss: 3.0293, grad_norm: 1.3873 2020-07-17 22:08:10,511 - mmaction - INFO - Epoch [60][360/1253] lr: 2.624e-01, eta: 3 days, 12:36:32, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.3464, top5_acc: 0.6034, loss_cls: 2.9942, loss: 2.9942, grad_norm: 1.3562 2020-07-17 22:08:31,750 - mmaction - INFO - Epoch [60][380/1253] lr: 2.624e-01, eta: 3 days, 12:32:40, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3224, top5_acc: 0.5802, loss_cls: 3.0875, loss: 3.0875, grad_norm: 1.4018 2020-07-17 22:08:53,248 - mmaction - INFO - Epoch [60][400/1253] lr: 2.624e-01, eta: 3 days, 12:29:06, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.3453, top5_acc: 0.5956, loss_cls: 3.0410, loss: 3.0410, grad_norm: 1.3343 2020-07-17 22:09:14,522 - mmaction - INFO - Epoch [60][420/1253] lr: 2.624e-01, eta: 3 days, 12:25:19, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3438, top5_acc: 0.5839, loss_cls: 3.0351, loss: 3.0351, grad_norm: 1.3292 2020-07-17 22:09:35,765 - mmaction - INFO - Epoch [60][440/1253] lr: 2.624e-01, eta: 3 days, 12:21:34, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3438, top5_acc: 0.5906, loss_cls: 3.0140, loss: 3.0140, grad_norm: 1.3434 2020-07-17 22:09:56,924 - mmaction - INFO - Epoch [60][460/1253] lr: 2.624e-01, eta: 3 days, 12:17:45, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.3336, top5_acc: 0.5896, loss_cls: 3.0161, loss: 3.0161, grad_norm: 1.3475 2020-07-17 22:10:18,228 - mmaction - INFO - Epoch [60][480/1253] lr: 2.624e-01, eta: 3 days, 12:14:07, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3484, top5_acc: 0.6000, loss_cls: 2.9835, loss: 2.9835, grad_norm: 1.3650 2020-07-17 22:10:39,354 - mmaction - INFO - Epoch [60][500/1253] lr: 2.624e-01, eta: 3 days, 12:10:20, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.3513, top5_acc: 0.6070, loss_cls: 2.9356, loss: 2.9356, grad_norm: 1.3778 2020-07-17 22:11:01,011 - mmaction - INFO - Epoch [60][520/1253] lr: 2.624e-01, eta: 3 days, 12:07:06, time: 1.083, data_time: 0.011, memory: 9059, top1_acc: 0.3398, top5_acc: 0.5846, loss_cls: 3.0632, loss: 3.0632, grad_norm: 1.3869 2020-07-17 22:11:22,404 - mmaction - INFO - Epoch [60][540/1253] lr: 2.624e-01, eta: 3 days, 12:03:39, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3273, top5_acc: 0.5846, loss_cls: 3.0872, loss: 3.0872, grad_norm: 1.3663 2020-07-17 22:11:43,487 - mmaction - INFO - Epoch [60][560/1253] lr: 2.624e-01, eta: 3 days, 11:59:56, time: 1.054, data_time: 0.002, memory: 9059, top1_acc: 0.3393, top5_acc: 0.5891, loss_cls: 3.0734, loss: 3.0734, grad_norm: 1.3768 2020-07-17 22:12:04,794 - mmaction - INFO - Epoch [60][580/1253] lr: 2.624e-01, eta: 3 days, 11:56:25, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3214, top5_acc: 0.5781, loss_cls: 3.1133, loss: 3.1133, grad_norm: 1.3506 2020-07-17 22:12:26,396 - mmaction - INFO - Epoch [60][600/1253] lr: 2.624e-01, eta: 3 days, 11:53:16, time: 1.081, data_time: 0.003, memory: 9059, top1_acc: 0.3406, top5_acc: 0.5820, loss_cls: 3.0598, loss: 3.0598, grad_norm: 1.3637 2020-07-17 22:12:47,617 - mmaction - INFO - Epoch [60][620/1253] lr: 2.624e-01, eta: 3 days, 11:49:42, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.3417, top5_acc: 0.5904, loss_cls: 3.0031, loss: 3.0031, grad_norm: 1.3626 2020-07-17 22:13:08,743 - mmaction - INFO - Epoch [60][640/1253] lr: 2.624e-01, eta: 3 days, 11:46:11, time: 1.059, data_time: 0.004, memory: 9059, top1_acc: 0.3188, top5_acc: 0.5807, loss_cls: 3.1133, loss: 3.1133, grad_norm: 1.3933 2020-07-17 22:13:30,022 - mmaction - INFO - Epoch [60][660/1253] lr: 2.624e-01, eta: 3 days, 11:42:47, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3430, top5_acc: 0.5909, loss_cls: 3.0300, loss: 3.0300, grad_norm: 1.3345 2020-07-17 22:13:51,757 - mmaction - INFO - Epoch [60][680/1253] lr: 2.624e-01, eta: 3 days, 11:39:48, time: 1.085, data_time: 0.002, memory: 9059, top1_acc: 0.3344, top5_acc: 0.5867, loss_cls: 3.0408, loss: 3.0408, grad_norm: 1.3673 2020-07-17 22:14:13,249 - mmaction - INFO - Epoch [60][700/1253] lr: 2.624e-01, eta: 3 days, 11:36:42, time: 1.077, data_time: 0.003, memory: 9059, top1_acc: 0.3323, top5_acc: 0.5906, loss_cls: 3.0463, loss: 3.0463, grad_norm: 1.3353 2020-07-17 22:14:35,021 - mmaction - INFO - Epoch [60][720/1253] lr: 2.624e-01, eta: 3 days, 11:33:49, time: 1.088, data_time: 0.007, memory: 9059, top1_acc: 0.3438, top5_acc: 0.6008, loss_cls: 3.0007, loss: 3.0007, grad_norm: 1.3662 2020-07-17 22:14:56,615 - mmaction - INFO - Epoch [60][740/1253] lr: 2.624e-01, eta: 3 days, 11:30:46, time: 1.078, data_time: 0.010, memory: 9059, top1_acc: 0.3354, top5_acc: 0.5958, loss_cls: 3.0460, loss: 3.0460, grad_norm: 1.3753 2020-07-17 22:15:18,021 - mmaction - INFO - Epoch [60][760/1253] lr: 2.624e-01, eta: 3 days, 11:27:39, time: 1.072, data_time: 0.017, memory: 9059, top1_acc: 0.3461, top5_acc: 0.5984, loss_cls: 3.0048, loss: 3.0048, grad_norm: 1.3594 2020-07-17 22:15:39,159 - mmaction - INFO - Epoch [60][780/1253] lr: 2.624e-01, eta: 3 days, 11:24:17, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.3365, top5_acc: 0.5833, loss_cls: 3.0635, loss: 3.0635, grad_norm: 1.3667 2020-07-17 22:16:00,385 - mmaction - INFO - Epoch [60][800/1253] lr: 2.624e-01, eta: 3 days, 11:21:02, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3375, top5_acc: 0.5951, loss_cls: 3.0603, loss: 3.0603, grad_norm: 1.3365 2020-07-17 22:16:21,560 - mmaction - INFO - Epoch [60][820/1253] lr: 2.624e-01, eta: 3 days, 11:17:44, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3372, top5_acc: 0.5990, loss_cls: 3.0230, loss: 3.0230, grad_norm: 1.3578 2020-07-17 22:16:42,927 - mmaction - INFO - Epoch [60][840/1253] lr: 2.624e-01, eta: 3 days, 11:14:38, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3503, top5_acc: 0.5917, loss_cls: 2.9985, loss: 2.9985, grad_norm: 1.3659 2020-07-17 22:17:04,156 - mmaction - INFO - Epoch [60][860/1253] lr: 2.624e-01, eta: 3 days, 11:11:28, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3388, top5_acc: 0.5872, loss_cls: 3.0544, loss: 3.0544, grad_norm: 1.3720 2020-07-17 22:17:25,542 - mmaction - INFO - Epoch [60][880/1253] lr: 2.624e-01, eta: 3 days, 11:08:26, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3318, top5_acc: 0.5875, loss_cls: 3.0411, loss: 3.0411, grad_norm: 1.3490 2020-07-17 22:17:47,281 - mmaction - INFO - Epoch [60][900/1253] lr: 2.624e-01, eta: 3 days, 11:05:43, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.3362, top5_acc: 0.5849, loss_cls: 3.0581, loss: 3.0581, grad_norm: 1.3567 2020-07-17 22:18:08,575 - mmaction - INFO - Epoch [60][920/1253] lr: 2.624e-01, eta: 3 days, 11:02:39, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.3383, top5_acc: 0.5922, loss_cls: 2.9954, loss: 2.9954, grad_norm: 1.3449 2020-07-17 22:18:30,010 - mmaction - INFO - Epoch [60][940/1253] lr: 2.624e-01, eta: 3 days, 10:59:46, time: 1.074, data_time: 0.003, memory: 9059, top1_acc: 0.3352, top5_acc: 0.5911, loss_cls: 3.0344, loss: 3.0344, grad_norm: 1.3777 2020-07-17 22:18:51,339 - mmaction - INFO - Epoch [60][960/1253] lr: 2.624e-01, eta: 3 days, 10:56:45, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3370, top5_acc: 0.5896, loss_cls: 3.0210, loss: 3.0210, grad_norm: 1.3486 2020-07-17 22:19:12,523 - mmaction - INFO - Epoch [60][980/1253] lr: 2.624e-01, eta: 3 days, 10:53:41, time: 1.060, data_time: 0.003, memory: 9059, top1_acc: 0.3427, top5_acc: 0.5961, loss_cls: 3.0386, loss: 3.0386, grad_norm: 1.3516 2020-07-17 22:19:33,728 - mmaction - INFO - Epoch [60][1000/1253] lr: 2.624e-01, eta: 3 days, 10:50:38, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3391, top5_acc: 0.5896, loss_cls: 3.0445, loss: 3.0445, grad_norm: 1.3598 2020-07-17 22:19:54,938 - mmaction - INFO - Epoch [60][1020/1253] lr: 2.624e-01, eta: 3 days, 10:47:37, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3253, top5_acc: 0.5823, loss_cls: 3.0689, loss: 3.0689, grad_norm: 1.3425 2020-07-17 22:20:16,244 - mmaction - INFO - Epoch [60][1040/1253] lr: 2.624e-01, eta: 3 days, 10:44:41, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3229, top5_acc: 0.5919, loss_cls: 3.0800, loss: 3.0800, grad_norm: 1.4054 2020-07-17 22:20:37,681 - mmaction - INFO - Epoch [60][1060/1253] lr: 2.624e-01, eta: 3 days, 10:41:56, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3266, top5_acc: 0.5831, loss_cls: 3.0976, loss: 3.0976, grad_norm: 1.3744 2020-07-17 22:20:59,140 - mmaction - INFO - Epoch [60][1080/1253] lr: 2.624e-01, eta: 3 days, 10:39:10, time: 1.072, data_time: 0.001, memory: 9059, top1_acc: 0.3315, top5_acc: 0.5922, loss_cls: 3.0380, loss: 3.0380, grad_norm: 1.3541 2020-07-17 22:21:20,934 - mmaction - INFO - Epoch [60][1100/1253] lr: 2.624e-01, eta: 3 days, 10:36:30, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.3190, top5_acc: 0.5807, loss_cls: 3.1286, loss: 3.1286, grad_norm: 1.3641 2020-07-17 22:21:42,971 - mmaction - INFO - Epoch [60][1120/1253] lr: 2.624e-01, eta: 3 days, 10:34:30, time: 1.114, data_time: 0.031, memory: 9059, top1_acc: 0.3344, top5_acc: 0.5883, loss_cls: 3.0728, loss: 3.0728, grad_norm: 1.3732 2020-07-17 22:22:04,543 - mmaction - INFO - Epoch [60][1140/1253] lr: 2.624e-01, eta: 3 days, 10:31:54, time: 1.079, data_time: 0.007, memory: 9059, top1_acc: 0.3427, top5_acc: 0.5930, loss_cls: 3.0164, loss: 3.0164, grad_norm: 1.3433 2020-07-17 22:22:25,975 - mmaction - INFO - Epoch [60][1160/1253] lr: 2.624e-01, eta: 3 days, 10:29:12, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3299, top5_acc: 0.5789, loss_cls: 3.0833, loss: 3.0833, grad_norm: 1.3265 2020-07-17 22:22:47,392 - mmaction - INFO - Epoch [60][1180/1253] lr: 2.624e-01, eta: 3 days, 10:26:31, time: 1.071, data_time: 0.006, memory: 9059, top1_acc: 0.3326, top5_acc: 0.5828, loss_cls: 3.0943, loss: 3.0943, grad_norm: 1.3547 2020-07-17 22:23:08,693 - mmaction - INFO - Epoch [60][1200/1253] lr: 2.624e-01, eta: 3 days, 10:23:45, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3320, top5_acc: 0.5849, loss_cls: 3.0881, loss: 3.0881, grad_norm: 1.3320 2020-07-17 22:23:30,262 - mmaction - INFO - Epoch [60][1220/1253] lr: 2.624e-01, eta: 3 days, 10:21:13, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.3406, top5_acc: 0.5865, loss_cls: 3.0541, loss: 3.0541, grad_norm: 1.3324 2020-07-17 22:23:51,777 - mmaction - INFO - Epoch [60][1240/1253] lr: 2.624e-01, eta: 3 days, 10:18:41, time: 1.077, data_time: 0.003, memory: 9059, top1_acc: 0.3289, top5_acc: 0.5841, loss_cls: 3.0824, loss: 3.0824, grad_norm: 1.3374 2020-07-17 22:24:14,515 - mmaction - INFO - Saving checkpoint at 60 epochs 2020-07-17 22:27:33,424 - mmaction - INFO - Epoch [61][20/1253] lr: 2.611e-01, eta: 3 days, 12:26:08, time: 9.867, data_time: 8.483, memory: 9059, top1_acc: 0.3385, top5_acc: 0.5891, loss_cls: 3.0701, loss: 3.0701, grad_norm: 1.3817 2020-07-17 22:27:54,880 - mmaction - INFO - Epoch [61][40/1253] lr: 2.611e-01, eta: 3 days, 12:23:06, time: 1.076, data_time: 0.011, memory: 9059, top1_acc: 0.3557, top5_acc: 0.6042, loss_cls: 2.9397, loss: 2.9397, grad_norm: 1.3599 2020-07-17 22:28:16,777 - mmaction - INFO - Epoch [61][60/1253] lr: 2.611e-01, eta: 3 days, 12:20:23, time: 1.095, data_time: 0.002, memory: 9059, top1_acc: 0.3323, top5_acc: 0.6031, loss_cls: 3.0073, loss: 3.0073, grad_norm: 1.3944 2020-07-17 22:28:38,084 - mmaction - INFO - Epoch [61][80/1253] lr: 2.611e-01, eta: 3 days, 12:17:14, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3349, top5_acc: 0.5768, loss_cls: 3.0855, loss: 3.0855, grad_norm: 1.3670 2020-07-17 22:28:59,383 - mmaction - INFO - Epoch [61][100/1253] lr: 2.611e-01, eta: 3 days, 12:14:03, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.3333, top5_acc: 0.5849, loss_cls: 3.0458, loss: 3.0458, grad_norm: 1.3524 2020-07-17 22:29:20,920 - mmaction - INFO - Epoch [61][120/1253] lr: 2.611e-01, eta: 3 days, 12:11:07, time: 1.076, data_time: 0.003, memory: 9059, top1_acc: 0.3547, top5_acc: 0.6125, loss_cls: 2.9237, loss: 2.9237, grad_norm: 1.3348 2020-07-17 22:29:42,879 - mmaction - INFO - Epoch [61][140/1253] lr: 2.611e-01, eta: 3 days, 12:08:33, time: 1.099, data_time: 0.003, memory: 9059, top1_acc: 0.3443, top5_acc: 0.5977, loss_cls: 3.0056, loss: 3.0056, grad_norm: 1.3601 2020-07-17 22:30:04,146 - mmaction - INFO - Epoch [61][160/1253] lr: 2.611e-01, eta: 3 days, 12:05:26, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.3466, top5_acc: 0.5893, loss_cls: 2.9959, loss: 2.9959, grad_norm: 1.3851 2020-07-17 22:30:26,459 - mmaction - INFO - Epoch [61][180/1253] lr: 2.611e-01, eta: 3 days, 12:03:09, time: 1.114, data_time: 0.002, memory: 9059, top1_acc: 0.3323, top5_acc: 0.5974, loss_cls: 3.0163, loss: 3.0163, grad_norm: 1.3834 2020-07-17 22:30:47,803 - mmaction - INFO - Epoch [61][200/1253] lr: 2.611e-01, eta: 3 days, 12:00:09, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.3404, top5_acc: 0.5984, loss_cls: 2.9863, loss: 2.9863, grad_norm: 1.3757 2020-07-17 22:31:09,133 - mmaction - INFO - Epoch [61][220/1253] lr: 2.611e-01, eta: 3 days, 11:57:10, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3341, top5_acc: 0.5839, loss_cls: 3.0584, loss: 3.0584, grad_norm: 1.3704 2020-07-17 22:31:31,042 - mmaction - INFO - Epoch [61][240/1253] lr: 2.611e-01, eta: 3 days, 11:54:37, time: 1.095, data_time: 0.001, memory: 9059, top1_acc: 0.3326, top5_acc: 0.5807, loss_cls: 3.0439, loss: 3.0439, grad_norm: 1.3443 2020-07-17 22:31:52,931 - mmaction - INFO - Epoch [61][260/1253] lr: 2.611e-01, eta: 3 days, 11:52:05, time: 1.094, data_time: 0.002, memory: 9059, top1_acc: 0.3430, top5_acc: 0.5956, loss_cls: 3.0294, loss: 3.0294, grad_norm: 1.3842 2020-07-17 22:32:14,163 - mmaction - INFO - Epoch [61][280/1253] lr: 2.611e-01, eta: 3 days, 11:49:03, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.3344, top5_acc: 0.5943, loss_cls: 3.0416, loss: 3.0416, grad_norm: 1.3818 2020-07-17 22:32:35,903 - mmaction - INFO - Epoch [61][300/1253] lr: 2.611e-01, eta: 3 days, 11:46:27, time: 1.087, data_time: 0.002, memory: 9059, top1_acc: 0.3326, top5_acc: 0.5898, loss_cls: 3.0312, loss: 3.0312, grad_norm: 1.3740 2020-07-17 22:32:57,257 - mmaction - INFO - Epoch [61][320/1253] lr: 2.611e-01, eta: 3 days, 11:43:34, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3354, top5_acc: 0.5888, loss_cls: 3.0337, loss: 3.0337, grad_norm: 1.3462 2020-07-17 22:33:18,532 - mmaction - INFO - Epoch [61][340/1253] lr: 2.611e-01, eta: 3 days, 11:40:38, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3479, top5_acc: 0.5969, loss_cls: 2.9606, loss: 2.9606, grad_norm: 1.3779 2020-07-17 22:33:39,880 - mmaction - INFO - Epoch [61][360/1253] lr: 2.611e-01, eta: 3 days, 11:37:46, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3341, top5_acc: 0.5945, loss_cls: 3.0623, loss: 3.0623, grad_norm: 1.3624 2020-07-17 22:34:01,254 - mmaction - INFO - Epoch [61][380/1253] lr: 2.611e-01, eta: 3 days, 11:34:57, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3307, top5_acc: 0.5852, loss_cls: 3.0533, loss: 3.0533, grad_norm: 1.3773 2020-07-17 22:34:22,835 - mmaction - INFO - Epoch [61][400/1253] lr: 2.611e-01, eta: 3 days, 11:32:18, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.3401, top5_acc: 0.5747, loss_cls: 3.0574, loss: 3.0574, grad_norm: 1.3862 2020-07-17 22:34:44,089 - mmaction - INFO - Epoch [61][420/1253] lr: 2.611e-01, eta: 3 days, 11:29:26, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3370, top5_acc: 0.5990, loss_cls: 3.0037, loss: 3.0037, grad_norm: 1.3863 2020-07-17 22:35:05,440 - mmaction - INFO - Epoch [61][440/1253] lr: 2.611e-01, eta: 3 days, 11:26:39, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3341, top5_acc: 0.5969, loss_cls: 3.0368, loss: 3.0368, grad_norm: 1.3868 2020-07-17 22:35:26,629 - mmaction - INFO - Epoch [61][460/1253] lr: 2.611e-01, eta: 3 days, 11:23:45, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3323, top5_acc: 0.5922, loss_cls: 3.0162, loss: 3.0162, grad_norm: 1.3680 2020-07-17 22:35:47,998 - mmaction - INFO - Epoch [61][480/1253] lr: 2.611e-01, eta: 3 days, 11:21:02, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3393, top5_acc: 0.5802, loss_cls: 3.0704, loss: 3.0704, grad_norm: 1.3876 2020-07-17 22:36:09,358 - mmaction - INFO - Epoch [61][500/1253] lr: 2.611e-01, eta: 3 days, 11:18:19, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.3388, top5_acc: 0.5831, loss_cls: 3.0573, loss: 3.0573, grad_norm: 1.3608 2020-07-17 22:36:30,712 - mmaction - INFO - Epoch [61][520/1253] lr: 2.611e-01, eta: 3 days, 11:15:35, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.3406, top5_acc: 0.5844, loss_cls: 3.0723, loss: 3.0723, grad_norm: 1.3580 2020-07-17 22:36:52,036 - mmaction - INFO - Epoch [61][540/1253] lr: 2.611e-01, eta: 3 days, 11:12:53, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.3385, top5_acc: 0.5839, loss_cls: 3.0729, loss: 3.0729, grad_norm: 1.3542 2020-07-17 22:37:13,332 - mmaction - INFO - Epoch [61][560/1253] lr: 2.611e-01, eta: 3 days, 11:10:10, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3320, top5_acc: 0.5768, loss_cls: 3.0630, loss: 3.0630, grad_norm: 1.3605 2020-07-17 22:37:34,726 - mmaction - INFO - Epoch [61][580/1253] lr: 2.611e-01, eta: 3 days, 11:07:31, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3391, top5_acc: 0.5969, loss_cls: 2.9749, loss: 2.9749, grad_norm: 1.3721 2020-07-17 22:37:55,935 - mmaction - INFO - Epoch [61][600/1253] lr: 2.611e-01, eta: 3 days, 11:04:46, time: 1.061, data_time: 0.003, memory: 9059, top1_acc: 0.3461, top5_acc: 0.5997, loss_cls: 2.9824, loss: 2.9824, grad_norm: 1.3585 2020-07-17 22:38:17,893 - mmaction - INFO - Epoch [61][620/1253] lr: 2.611e-01, eta: 3 days, 11:02:35, time: 1.098, data_time: 0.002, memory: 9059, top1_acc: 0.3357, top5_acc: 0.5969, loss_cls: 3.0282, loss: 3.0282, grad_norm: 1.3623 2020-07-17 22:38:40,102 - mmaction - INFO - Epoch [61][640/1253] lr: 2.611e-01, eta: 3 days, 11:00:36, time: 1.111, data_time: 0.017, memory: 9059, top1_acc: 0.3286, top5_acc: 0.5870, loss_cls: 3.0936, loss: 3.0936, grad_norm: 1.3826 2020-07-17 22:39:01,870 - mmaction - INFO - Epoch [61][660/1253] lr: 2.611e-01, eta: 3 days, 10:58:18, time: 1.089, data_time: 0.009, memory: 9059, top1_acc: 0.3336, top5_acc: 0.6018, loss_cls: 3.0081, loss: 3.0081, grad_norm: 1.3682 2020-07-17 22:39:23,325 - mmaction - INFO - Epoch [61][680/1253] lr: 2.611e-01, eta: 3 days, 10:55:46, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3297, top5_acc: 0.5875, loss_cls: 3.0728, loss: 3.0728, grad_norm: 1.3568 2020-07-17 22:39:44,571 - mmaction - INFO - Epoch [61][700/1253] lr: 2.611e-01, eta: 3 days, 10:53:07, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.3341, top5_acc: 0.5906, loss_cls: 3.0390, loss: 3.0390, grad_norm: 1.3472 2020-07-17 22:40:06,069 - mmaction - INFO - Epoch [61][720/1253] lr: 2.611e-01, eta: 3 days, 10:50:41, time: 1.076, data_time: 0.003, memory: 9059, top1_acc: 0.3266, top5_acc: 0.5755, loss_cls: 3.1114, loss: 3.1114, grad_norm: 1.3689 2020-07-17 22:40:27,614 - mmaction - INFO - Epoch [61][740/1253] lr: 2.611e-01, eta: 3 days, 10:48:17, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.3461, top5_acc: 0.5987, loss_cls: 3.0113, loss: 3.0113, grad_norm: 1.3653 2020-07-17 22:40:50,139 - mmaction - INFO - Epoch [61][760/1253] lr: 2.611e-01, eta: 3 days, 10:46:35, time: 1.125, data_time: 0.011, memory: 9059, top1_acc: 0.3333, top5_acc: 0.5688, loss_cls: 3.1062, loss: 3.1062, grad_norm: 1.3354 2020-07-17 22:41:12,041 - mmaction - INFO - Epoch [61][780/1253] lr: 2.611e-01, eta: 3 days, 10:44:28, time: 1.095, data_time: 0.007, memory: 9059, top1_acc: 0.3544, top5_acc: 0.6039, loss_cls: 2.9618, loss: 2.9618, grad_norm: 1.3807 2020-07-17 22:41:33,946 - mmaction - INFO - Epoch [61][800/1253] lr: 2.611e-01, eta: 3 days, 10:42:21, time: 1.095, data_time: 0.017, memory: 9059, top1_acc: 0.3372, top5_acc: 0.5893, loss_cls: 3.0388, loss: 3.0388, grad_norm: 1.3676 2020-07-17 22:41:55,560 - mmaction - INFO - Epoch [61][820/1253] lr: 2.611e-01, eta: 3 days, 10:40:03, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.3422, top5_acc: 0.5982, loss_cls: 3.0180, loss: 3.0180, grad_norm: 1.3540 2020-07-17 22:42:17,387 - mmaction - INFO - Epoch [61][840/1253] lr: 2.611e-01, eta: 3 days, 10:37:54, time: 1.091, data_time: 0.002, memory: 9059, top1_acc: 0.3393, top5_acc: 0.5867, loss_cls: 3.0158, loss: 3.0158, grad_norm: 1.3640 2020-07-17 22:42:38,687 - mmaction - INFO - Epoch [61][860/1253] lr: 2.611e-01, eta: 3 days, 10:35:25, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3458, top5_acc: 0.5935, loss_cls: 3.0080, loss: 3.0080, grad_norm: 1.3674 2020-07-17 22:43:00,089 - mmaction - INFO - Epoch [61][880/1253] lr: 2.611e-01, eta: 3 days, 10:33:00, time: 1.070, data_time: 0.001, memory: 9059, top1_acc: 0.3411, top5_acc: 0.5896, loss_cls: 3.0631, loss: 3.0631, grad_norm: 1.3448 2020-07-17 22:43:21,526 - mmaction - INFO - Epoch [61][900/1253] lr: 2.611e-01, eta: 3 days, 10:30:38, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3398, top5_acc: 0.5859, loss_cls: 3.0367, loss: 3.0367, grad_norm: 1.3768 2020-07-17 22:43:42,792 - mmaction - INFO - Epoch [61][920/1253] lr: 2.611e-01, eta: 3 days, 10:28:09, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.3253, top5_acc: 0.5878, loss_cls: 3.0595, loss: 3.0595, grad_norm: 1.3918 2020-07-17 22:44:03,947 - mmaction - INFO - Epoch [61][940/1253] lr: 2.611e-01, eta: 3 days, 10:25:37, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.3344, top5_acc: 0.5768, loss_cls: 3.0651, loss: 3.0651, grad_norm: 1.3374 2020-07-17 22:44:25,414 - mmaction - INFO - Epoch [61][960/1253] lr: 2.611e-01, eta: 3 days, 10:23:18, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.3510, top5_acc: 0.5883, loss_cls: 2.9677, loss: 2.9677, grad_norm: 1.3463 2020-07-17 22:44:46,936 - mmaction - INFO - Epoch [61][980/1253] lr: 2.611e-01, eta: 3 days, 10:21:02, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.3414, top5_acc: 0.5906, loss_cls: 3.0341, loss: 3.0341, grad_norm: 1.4107 2020-07-17 22:45:08,351 - mmaction - INFO - Epoch [61][1000/1253] lr: 2.611e-01, eta: 3 days, 10:18:44, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3299, top5_acc: 0.5885, loss_cls: 3.0599, loss: 3.0599, grad_norm: 1.3793 2020-07-17 22:45:29,747 - mmaction - INFO - Epoch [61][1020/1253] lr: 2.611e-01, eta: 3 days, 10:16:23, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3294, top5_acc: 0.5786, loss_cls: 3.0759, loss: 3.0759, grad_norm: 1.3549 2020-07-17 22:45:51,128 - mmaction - INFO - Epoch [61][1040/1253] lr: 2.611e-01, eta: 3 days, 10:14:05, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.3273, top5_acc: 0.5938, loss_cls: 3.0489, loss: 3.0489, grad_norm: 1.3764 2020-07-17 22:46:12,468 - mmaction - INFO - Epoch [61][1060/1253] lr: 2.611e-01, eta: 3 days, 10:11:46, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.3302, top5_acc: 0.5867, loss_cls: 3.0396, loss: 3.0396, grad_norm: 1.3729 2020-07-17 22:46:34,530 - mmaction - INFO - Epoch [61][1080/1253] lr: 2.611e-01, eta: 3 days, 10:09:55, time: 1.103, data_time: 0.002, memory: 9059, top1_acc: 0.3409, top5_acc: 0.5943, loss_cls: 3.0299, loss: 3.0299, grad_norm: 1.3580 2020-07-17 22:46:55,779 - mmaction - INFO - Epoch [61][1100/1253] lr: 2.611e-01, eta: 3 days, 10:07:34, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3299, top5_acc: 0.5865, loss_cls: 3.0953, loss: 3.0953, grad_norm: 1.3483 2020-07-17 22:47:17,197 - mmaction - INFO - Epoch [61][1120/1253] lr: 2.611e-01, eta: 3 days, 10:05:19, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3339, top5_acc: 0.5906, loss_cls: 3.0425, loss: 3.0425, grad_norm: 1.3846 2020-07-17 22:47:38,507 - mmaction - INFO - Epoch [61][1140/1253] lr: 2.611e-01, eta: 3 days, 10:03:00, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3453, top5_acc: 0.5974, loss_cls: 3.0502, loss: 3.0502, grad_norm: 1.3664 2020-07-17 22:47:59,894 - mmaction - INFO - Epoch [61][1160/1253] lr: 2.611e-01, eta: 3 days, 10:00:47, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3339, top5_acc: 0.5870, loss_cls: 3.0274, loss: 3.0274, grad_norm: 1.3617 2020-07-17 22:48:21,437 - mmaction - INFO - Epoch [61][1180/1253] lr: 2.611e-01, eta: 3 days, 9:58:39, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.3286, top5_acc: 0.5846, loss_cls: 3.0599, loss: 3.0599, grad_norm: 1.3584 2020-07-17 22:48:42,904 - mmaction - INFO - Epoch [61][1200/1253] lr: 2.611e-01, eta: 3 days, 9:56:28, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3349, top5_acc: 0.5810, loss_cls: 3.0639, loss: 3.0639, grad_norm: 1.3723 2020-07-17 22:49:04,145 - mmaction - INFO - Epoch [61][1220/1253] lr: 2.611e-01, eta: 3 days, 9:54:11, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.3435, top5_acc: 0.5924, loss_cls: 3.0296, loss: 3.0296, grad_norm: 1.3505 2020-07-17 22:49:25,478 - mmaction - INFO - Epoch [61][1240/1253] lr: 2.611e-01, eta: 3 days, 9:51:58, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.3294, top5_acc: 0.5875, loss_cls: 3.0688, loss: 3.0688, grad_norm: 1.3824 2020-07-17 22:53:00,892 - mmaction - INFO - Epoch [62][20/1253] lr: 2.599e-01, eta: 3 days, 11:28:57, time: 9.526, data_time: 7.813, memory: 9059, top1_acc: 0.3461, top5_acc: 0.5982, loss_cls: 2.9650, loss: 2.9650, grad_norm: 1.3566 2020-07-17 22:53:22,139 - mmaction - INFO - Epoch [62][40/1253] lr: 2.599e-01, eta: 3 days, 11:26:22, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3448, top5_acc: 0.5953, loss_cls: 3.0038, loss: 3.0038, grad_norm: 1.3859 2020-07-17 22:53:43,487 - mmaction - INFO - Epoch [62][60/1253] lr: 2.599e-01, eta: 3 days, 11:23:52, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.3318, top5_acc: 0.5909, loss_cls: 3.0516, loss: 3.0516, grad_norm: 1.3747 2020-07-17 22:54:04,905 - mmaction - INFO - Epoch [62][80/1253] lr: 2.599e-01, eta: 3 days, 11:21:26, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3435, top5_acc: 0.6005, loss_cls: 2.9851, loss: 2.9851, grad_norm: 1.3627 2020-07-17 22:54:26,468 - mmaction - INFO - Epoch [62][100/1253] lr: 2.599e-01, eta: 3 days, 11:19:06, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.3378, top5_acc: 0.5966, loss_cls: 3.0400, loss: 3.0400, grad_norm: 1.3566 2020-07-17 22:54:47,710 - mmaction - INFO - Epoch [62][120/1253] lr: 2.599e-01, eta: 3 days, 11:16:34, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3383, top5_acc: 0.5961, loss_cls: 3.0086, loss: 3.0086, grad_norm: 1.3803 2020-07-17 22:55:09,227 - mmaction - INFO - Epoch [62][140/1253] lr: 2.599e-01, eta: 3 days, 11:14:13, time: 1.076, data_time: 0.003, memory: 9059, top1_acc: 0.3339, top5_acc: 0.5766, loss_cls: 3.0701, loss: 3.0701, grad_norm: 1.3558 2020-07-17 22:55:30,738 - mmaction - INFO - Epoch [62][160/1253] lr: 2.599e-01, eta: 3 days, 11:11:55, time: 1.077, data_time: 0.003, memory: 9059, top1_acc: 0.3339, top5_acc: 0.5807, loss_cls: 3.0406, loss: 3.0406, grad_norm: 1.3847 2020-07-17 22:55:51,974 - mmaction - INFO - Epoch [62][180/1253] lr: 2.599e-01, eta: 3 days, 11:09:25, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3484, top5_acc: 0.5919, loss_cls: 3.0250, loss: 3.0250, grad_norm: 1.3913 2020-07-17 22:56:13,153 - mmaction - INFO - Epoch [62][200/1253] lr: 2.599e-01, eta: 3 days, 11:06:55, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3315, top5_acc: 0.5854, loss_cls: 3.0749, loss: 3.0749, grad_norm: 1.3631 2020-07-17 22:56:34,466 - mmaction - INFO - Epoch [62][220/1253] lr: 2.599e-01, eta: 3 days, 11:04:29, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.3557, top5_acc: 0.6188, loss_cls: 2.9149, loss: 2.9149, grad_norm: 1.3879 2020-07-17 22:56:55,646 - mmaction - INFO - Epoch [62][240/1253] lr: 2.599e-01, eta: 3 days, 11:02:01, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3393, top5_acc: 0.5904, loss_cls: 3.0125, loss: 3.0125, grad_norm: 1.3832 2020-07-17 22:57:17,590 - mmaction - INFO - Epoch [62][260/1253] lr: 2.599e-01, eta: 3 days, 10:59:59, time: 1.095, data_time: 0.001, memory: 9059, top1_acc: 0.3362, top5_acc: 0.5875, loss_cls: 3.0160, loss: 3.0160, grad_norm: 1.3872 2020-07-17 22:57:38,796 - mmaction - INFO - Epoch [62][280/1253] lr: 2.599e-01, eta: 3 days, 10:57:33, time: 1.061, data_time: 0.003, memory: 9059, top1_acc: 0.3393, top5_acc: 0.5932, loss_cls: 3.0197, loss: 3.0197, grad_norm: 1.3774 2020-07-17 22:58:00,330 - mmaction - INFO - Epoch [62][300/1253] lr: 2.599e-01, eta: 3 days, 10:55:19, time: 1.077, data_time: 0.003, memory: 9059, top1_acc: 0.3344, top5_acc: 0.5841, loss_cls: 3.0602, loss: 3.0602, grad_norm: 1.3402 2020-07-17 22:58:21,927 - mmaction - INFO - Epoch [62][320/1253] lr: 2.599e-01, eta: 3 days, 10:53:09, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.3438, top5_acc: 0.5919, loss_cls: 2.9964, loss: 2.9964, grad_norm: 1.3615 2020-07-17 22:58:43,736 - mmaction - INFO - Epoch [62][340/1253] lr: 2.599e-01, eta: 3 days, 10:51:07, time: 1.091, data_time: 0.002, memory: 9059, top1_acc: 0.3367, top5_acc: 0.6031, loss_cls: 2.9982, loss: 2.9982, grad_norm: 1.3739 2020-07-17 22:59:05,376 - mmaction - INFO - Epoch [62][360/1253] lr: 2.599e-01, eta: 3 days, 10:48:59, time: 1.082, data_time: 0.001, memory: 9059, top1_acc: 0.3495, top5_acc: 0.6000, loss_cls: 2.9652, loss: 2.9652, grad_norm: 1.3527 2020-07-17 22:59:26,488 - mmaction - INFO - Epoch [62][380/1253] lr: 2.599e-01, eta: 3 days, 10:46:33, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.3435, top5_acc: 0.5943, loss_cls: 3.0091, loss: 3.0091, grad_norm: 1.3828 2020-07-17 22:59:48,269 - mmaction - INFO - Epoch [62][400/1253] lr: 2.599e-01, eta: 3 days, 10:44:31, time: 1.089, data_time: 0.001, memory: 9059, top1_acc: 0.3430, top5_acc: 0.6010, loss_cls: 3.0100, loss: 3.0100, grad_norm: 1.3808 2020-07-17 23:00:20,603 - mmaction - INFO - Epoch [62][420/1253] lr: 2.599e-01, eta: 3 days, 10:48:36, time: 1.590, data_time: 0.009, memory: 9059, top1_acc: 0.3445, top5_acc: 0.5906, loss_cls: 3.0243, loss: 3.0243, grad_norm: 1.3757 2020-07-17 23:00:42,330 - mmaction - INFO - Epoch [62][440/1253] lr: 2.599e-01, eta: 3 days, 10:46:51, time: 1.112, data_time: 0.033, memory: 9059, top1_acc: 0.3367, top5_acc: 0.5945, loss_cls: 3.0223, loss: 3.0223, grad_norm: 1.3637 2020-07-17 23:01:03,589 - mmaction - INFO - Epoch [62][460/1253] lr: 2.599e-01, eta: 3 days, 10:44:32, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3336, top5_acc: 0.5841, loss_cls: 3.0813, loss: 3.0813, grad_norm: 1.3805 2020-07-17 23:01:24,887 - mmaction - INFO - Epoch [62][480/1253] lr: 2.599e-01, eta: 3 days, 10:42:14, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3414, top5_acc: 0.5833, loss_cls: 3.0432, loss: 3.0432, grad_norm: 1.3959 2020-07-17 23:01:46,719 - mmaction - INFO - Epoch [62][500/1253] lr: 2.599e-01, eta: 3 days, 10:40:16, time: 1.091, data_time: 0.002, memory: 9059, top1_acc: 0.3435, top5_acc: 0.5987, loss_cls: 2.9996, loss: 2.9996, grad_norm: 1.3563 2020-07-17 23:02:08,312 - mmaction - INFO - Epoch [62][520/1253] lr: 2.599e-01, eta: 3 days, 10:38:11, time: 1.080, data_time: 0.003, memory: 9059, top1_acc: 0.3354, top5_acc: 0.5935, loss_cls: 3.0528, loss: 3.0528, grad_norm: 1.3618 2020-07-17 23:02:30,219 - mmaction - INFO - Epoch [62][540/1253] lr: 2.599e-01, eta: 3 days, 10:36:17, time: 1.096, data_time: 0.003, memory: 9059, top1_acc: 0.3385, top5_acc: 0.5904, loss_cls: 2.9895, loss: 2.9895, grad_norm: 1.3638 2020-07-17 23:02:51,777 - mmaction - INFO - Epoch [62][560/1253] lr: 2.599e-01, eta: 3 days, 10:34:12, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.3326, top5_acc: 0.5813, loss_cls: 3.0489, loss: 3.0489, grad_norm: 1.3486 2020-07-17 23:03:13,128 - mmaction - INFO - Epoch [62][580/1253] lr: 2.599e-01, eta: 3 days, 10:31:59, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3526, top5_acc: 0.6057, loss_cls: 2.9587, loss: 2.9587, grad_norm: 1.3696 2020-07-17 23:03:34,987 - mmaction - INFO - Epoch [62][600/1253] lr: 2.599e-01, eta: 3 days, 10:30:05, time: 1.092, data_time: 0.001, memory: 9059, top1_acc: 0.3497, top5_acc: 0.6036, loss_cls: 2.9730, loss: 2.9730, grad_norm: 1.3865 2020-07-17 23:03:56,657 - mmaction - INFO - Epoch [62][620/1253] lr: 2.599e-01, eta: 3 days, 10:28:05, time: 1.084, data_time: 0.002, memory: 9059, top1_acc: 0.3354, top5_acc: 0.5849, loss_cls: 3.0496, loss: 3.0496, grad_norm: 1.3751 2020-07-17 23:04:17,993 - mmaction - INFO - Epoch [62][640/1253] lr: 2.599e-01, eta: 3 days, 10:25:54, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.3240, top5_acc: 0.5911, loss_cls: 3.0512, loss: 3.0512, grad_norm: 1.3748 2020-07-17 23:04:39,182 - mmaction - INFO - Epoch [62][660/1253] lr: 2.599e-01, eta: 3 days, 10:23:38, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3430, top5_acc: 0.5924, loss_cls: 3.0508, loss: 3.0508, grad_norm: 1.3729 2020-07-17 23:05:00,776 - mmaction - INFO - Epoch [62][680/1253] lr: 2.599e-01, eta: 3 days, 10:21:37, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.3266, top5_acc: 0.5977, loss_cls: 3.0325, loss: 3.0325, grad_norm: 1.3899 2020-07-17 23:05:22,125 - mmaction - INFO - Epoch [62][700/1253] lr: 2.599e-01, eta: 3 days, 10:19:28, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3286, top5_acc: 0.5729, loss_cls: 3.0907, loss: 3.0907, grad_norm: 1.3736 2020-07-17 23:05:43,626 - mmaction - INFO - Epoch [62][720/1253] lr: 2.599e-01, eta: 3 days, 10:17:25, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.3432, top5_acc: 0.5810, loss_cls: 3.0658, loss: 3.0658, grad_norm: 1.3901 2020-07-17 23:06:05,069 - mmaction - INFO - Epoch [62][740/1253] lr: 2.599e-01, eta: 3 days, 10:15:22, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3448, top5_acc: 0.6000, loss_cls: 2.9898, loss: 2.9898, grad_norm: 1.3479 2020-07-17 23:06:26,287 - mmaction - INFO - Epoch [62][760/1253] lr: 2.599e-01, eta: 3 days, 10:13:09, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.3438, top5_acc: 0.5977, loss_cls: 2.9925, loss: 2.9925, grad_norm: 1.3793 2020-07-17 23:06:48,354 - mmaction - INFO - Epoch [62][780/1253] lr: 2.599e-01, eta: 3 days, 10:11:28, time: 1.104, data_time: 0.003, memory: 9059, top1_acc: 0.3409, top5_acc: 0.5831, loss_cls: 3.0433, loss: 3.0433, grad_norm: 1.3634 2020-07-17 23:07:10,073 - mmaction - INFO - Epoch [62][800/1253] lr: 2.599e-01, eta: 3 days, 10:09:34, time: 1.085, data_time: 0.002, memory: 9059, top1_acc: 0.3326, top5_acc: 0.5865, loss_cls: 3.0619, loss: 3.0619, grad_norm: 1.3837 2020-07-17 23:07:31,678 - mmaction - INFO - Epoch [62][820/1253] lr: 2.599e-01, eta: 3 days, 10:07:36, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.3299, top5_acc: 0.5891, loss_cls: 3.0376, loss: 3.0376, grad_norm: 1.3536 2020-07-17 23:07:53,178 - mmaction - INFO - Epoch [62][840/1253] lr: 2.599e-01, eta: 3 days, 10:05:38, time: 1.077, data_time: 0.005, memory: 9059, top1_acc: 0.3385, top5_acc: 0.5820, loss_cls: 3.0417, loss: 3.0417, grad_norm: 1.3634 2020-07-17 23:08:14,372 - mmaction - INFO - Epoch [62][860/1253] lr: 2.599e-01, eta: 3 days, 10:03:28, time: 1.060, data_time: 0.003, memory: 9059, top1_acc: 0.3393, top5_acc: 0.5938, loss_cls: 3.0356, loss: 3.0356, grad_norm: 1.3496 2020-07-17 23:08:35,673 - mmaction - INFO - Epoch [62][880/1253] lr: 2.599e-01, eta: 3 days, 10:01:24, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.3492, top5_acc: 0.5987, loss_cls: 3.0081, loss: 3.0081, grad_norm: 1.3464 2020-07-17 23:08:57,013 - mmaction - INFO - Epoch [62][900/1253] lr: 2.599e-01, eta: 3 days, 9:59:20, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3464, top5_acc: 0.5979, loss_cls: 2.9811, loss: 2.9811, grad_norm: 1.3594 2020-07-17 23:09:18,420 - mmaction - INFO - Epoch [62][920/1253] lr: 2.599e-01, eta: 3 days, 9:57:19, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3182, top5_acc: 0.5805, loss_cls: 3.1103, loss: 3.1103, grad_norm: 1.3875 2020-07-17 23:09:40,109 - mmaction - INFO - Epoch [62][940/1253] lr: 2.599e-01, eta: 3 days, 9:55:28, time: 1.084, data_time: 0.002, memory: 9059, top1_acc: 0.3385, top5_acc: 0.5966, loss_cls: 2.9810, loss: 2.9810, grad_norm: 1.3799 2020-07-17 23:10:01,395 - mmaction - INFO - Epoch [62][960/1253] lr: 2.599e-01, eta: 3 days, 9:53:26, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.3331, top5_acc: 0.5867, loss_cls: 3.0520, loss: 3.0520, grad_norm: 1.3236 2020-07-17 23:10:22,737 - mmaction - INFO - Epoch [62][980/1253] lr: 2.599e-01, eta: 3 days, 9:51:24, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.3417, top5_acc: 0.5990, loss_cls: 3.0091, loss: 3.0091, grad_norm: 1.3706 2020-07-17 23:10:44,134 - mmaction - INFO - Epoch [62][1000/1253] lr: 2.599e-01, eta: 3 days, 9:49:25, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.3461, top5_acc: 0.5898, loss_cls: 3.0426, loss: 3.0426, grad_norm: 1.3380 2020-07-17 23:11:05,381 - mmaction - INFO - Epoch [62][1020/1253] lr: 2.599e-01, eta: 3 days, 9:47:22, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.3294, top5_acc: 0.5786, loss_cls: 3.0715, loss: 3.0715, grad_norm: 1.4052 2020-07-17 23:11:26,699 - mmaction - INFO - Epoch [62][1040/1253] lr: 2.599e-01, eta: 3 days, 9:45:22, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.3310, top5_acc: 0.5854, loss_cls: 3.0642, loss: 3.0642, grad_norm: 1.3728 2020-07-17 23:11:48,151 - mmaction - INFO - Epoch [62][1060/1253] lr: 2.599e-01, eta: 3 days, 9:43:27, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3505, top5_acc: 0.6013, loss_cls: 2.9631, loss: 2.9631, grad_norm: 1.3519 2020-07-17 23:12:09,729 - mmaction - INFO - Epoch [62][1080/1253] lr: 2.599e-01, eta: 3 days, 9:41:36, time: 1.079, data_time: 0.001, memory: 9059, top1_acc: 0.3474, top5_acc: 0.6096, loss_cls: 2.9781, loss: 2.9781, grad_norm: 1.3759 2020-07-17 23:12:31,049 - mmaction - INFO - Epoch [62][1100/1253] lr: 2.599e-01, eta: 3 days, 9:39:38, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3349, top5_acc: 0.5841, loss_cls: 3.0381, loss: 3.0381, grad_norm: 1.3652 2020-07-17 23:12:52,316 - mmaction - INFO - Epoch [62][1120/1253] lr: 2.599e-01, eta: 3 days, 9:37:38, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.3404, top5_acc: 0.5865, loss_cls: 3.0423, loss: 3.0423, grad_norm: 1.3810 2020-07-17 23:13:13,458 - mmaction - INFO - Epoch [62][1140/1253] lr: 2.599e-01, eta: 3 days, 9:35:34, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.3396, top5_acc: 0.5826, loss_cls: 3.1119, loss: 3.1119, grad_norm: 1.3755 2020-07-17 23:13:34,648 - mmaction - INFO - Epoch [62][1160/1253] lr: 2.599e-01, eta: 3 days, 9:33:33, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3474, top5_acc: 0.5865, loss_cls: 3.0413, loss: 3.0413, grad_norm: 1.3700 2020-07-17 23:13:55,704 - mmaction - INFO - Epoch [62][1180/1253] lr: 2.599e-01, eta: 3 days, 9:31:28, time: 1.053, data_time: 0.002, memory: 9059, top1_acc: 0.3367, top5_acc: 0.6021, loss_cls: 3.0156, loss: 3.0156, grad_norm: 1.4115 2020-07-17 23:14:17,046 - mmaction - INFO - Epoch [62][1200/1253] lr: 2.599e-01, eta: 3 days, 9:29:32, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3396, top5_acc: 0.5940, loss_cls: 3.0058, loss: 3.0058, grad_norm: 1.3276 2020-07-17 23:14:38,352 - mmaction - INFO - Epoch [62][1220/1253] lr: 2.599e-01, eta: 3 days, 9:27:37, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.3341, top5_acc: 0.5753, loss_cls: 3.0844, loss: 3.0844, grad_norm: 1.3659 2020-07-17 23:14:59,528 - mmaction - INFO - Epoch [62][1240/1253] lr: 2.599e-01, eta: 3 days, 9:25:37, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3318, top5_acc: 0.5789, loss_cls: 3.1024, loss: 3.1024, grad_norm: 1.3622 2020-07-17 23:18:53,711 - mmaction - INFO - Epoch [63][20/1253] lr: 2.586e-01, eta: 3 days, 10:56:42, time: 10.526, data_time: 9.341, memory: 9059, top1_acc: 0.3513, top5_acc: 0.5948, loss_cls: 2.9988, loss: 2.9988, grad_norm: 1.3539 2020-07-17 23:19:15,818 - mmaction - INFO - Epoch [63][40/1253] lr: 2.586e-01, eta: 3 days, 10:54:59, time: 1.107, data_time: 0.012, memory: 9059, top1_acc: 0.3456, top5_acc: 0.5984, loss_cls: 2.9695, loss: 2.9695, grad_norm: 1.3668 2020-07-17 23:19:37,124 - mmaction - INFO - Epoch [63][60/1253] lr: 2.586e-01, eta: 3 days, 10:52:49, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3414, top5_acc: 0.6016, loss_cls: 2.9814, loss: 2.9814, grad_norm: 1.3809 2020-07-17 23:19:58,342 - mmaction - INFO - Epoch [63][80/1253] lr: 2.586e-01, eta: 3 days, 10:50:38, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.3482, top5_acc: 0.5979, loss_cls: 2.9915, loss: 2.9915, grad_norm: 1.3676 2020-07-17 23:20:19,534 - mmaction - INFO - Epoch [63][100/1253] lr: 2.586e-01, eta: 3 days, 10:48:27, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3464, top5_acc: 0.6008, loss_cls: 2.9849, loss: 2.9849, grad_norm: 1.3475 2020-07-17 23:20:40,868 - mmaction - INFO - Epoch [63][120/1253] lr: 2.586e-01, eta: 3 days, 10:46:18, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.3344, top5_acc: 0.5852, loss_cls: 3.0767, loss: 3.0767, grad_norm: 1.3738 2020-07-17 23:21:01,990 - mmaction - INFO - Epoch [63][140/1253] lr: 2.586e-01, eta: 3 days, 10:44:08, time: 1.060, data_time: 0.006, memory: 9059, top1_acc: 0.3625, top5_acc: 0.6081, loss_cls: 2.9255, loss: 2.9255, grad_norm: 1.3760 2020-07-17 23:21:23,243 - mmaction - INFO - Epoch [63][160/1253] lr: 2.586e-01, eta: 3 days, 10:42:00, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3510, top5_acc: 0.5891, loss_cls: 3.0038, loss: 3.0038, grad_norm: 1.4069 2020-07-17 23:21:44,490 - mmaction - INFO - Epoch [63][180/1253] lr: 2.586e-01, eta: 3 days, 10:39:53, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3367, top5_acc: 0.5807, loss_cls: 3.0359, loss: 3.0359, grad_norm: 1.3692 2020-07-17 23:22:05,698 - mmaction - INFO - Epoch [63][200/1253] lr: 2.586e-01, eta: 3 days, 10:37:44, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3497, top5_acc: 0.5930, loss_cls: 2.9930, loss: 2.9930, grad_norm: 1.3516 2020-07-17 23:22:26,938 - mmaction - INFO - Epoch [63][220/1253] lr: 2.586e-01, eta: 3 days, 10:35:38, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.3299, top5_acc: 0.5870, loss_cls: 3.0411, loss: 3.0411, grad_norm: 1.3884 2020-07-17 23:22:48,290 - mmaction - INFO - Epoch [63][240/1253] lr: 2.586e-01, eta: 3 days, 10:33:36, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3341, top5_acc: 0.5938, loss_cls: 3.0448, loss: 3.0448, grad_norm: 1.3596 2020-07-17 23:23:09,653 - mmaction - INFO - Epoch [63][260/1253] lr: 2.586e-01, eta: 3 days, 10:31:33, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.3333, top5_acc: 0.5865, loss_cls: 3.0471, loss: 3.0471, grad_norm: 1.4105 2020-07-17 23:23:31,302 - mmaction - INFO - Epoch [63][280/1253] lr: 2.586e-01, eta: 3 days, 10:29:41, time: 1.082, data_time: 0.002, memory: 9059, top1_acc: 0.3385, top5_acc: 0.5826, loss_cls: 3.0641, loss: 3.0641, grad_norm: 1.3963 2020-07-17 23:23:52,673 - mmaction - INFO - Epoch [63][300/1253] lr: 2.586e-01, eta: 3 days, 10:27:41, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.3471, top5_acc: 0.5948, loss_cls: 2.9919, loss: 2.9919, grad_norm: 1.3443 2020-07-17 23:24:14,209 - mmaction - INFO - Epoch [63][320/1253] lr: 2.586e-01, eta: 3 days, 10:25:45, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.3411, top5_acc: 0.5802, loss_cls: 3.0545, loss: 3.0545, grad_norm: 1.3604 2020-07-17 23:24:36,097 - mmaction - INFO - Epoch [63][340/1253] lr: 2.586e-01, eta: 3 days, 10:24:02, time: 1.095, data_time: 0.003, memory: 9059, top1_acc: 0.3385, top5_acc: 0.6039, loss_cls: 3.0020, loss: 3.0020, grad_norm: 1.4146 2020-07-17 23:24:57,860 - mmaction - INFO - Epoch [63][360/1253] lr: 2.586e-01, eta: 3 days, 10:22:15, time: 1.088, data_time: 0.002, memory: 9059, top1_acc: 0.3365, top5_acc: 0.5828, loss_cls: 3.0650, loss: 3.0650, grad_norm: 1.4146 2020-07-17 23:25:19,246 - mmaction - INFO - Epoch [63][380/1253] lr: 2.586e-01, eta: 3 days, 10:20:17, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3323, top5_acc: 0.5893, loss_cls: 3.0445, loss: 3.0445, grad_norm: 1.3705 2020-07-17 23:25:40,661 - mmaction - INFO - Epoch [63][400/1253] lr: 2.586e-01, eta: 3 days, 10:18:21, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3430, top5_acc: 0.5982, loss_cls: 3.0058, loss: 3.0058, grad_norm: 1.3713 2020-07-17 23:26:02,114 - mmaction - INFO - Epoch [63][420/1253] lr: 2.586e-01, eta: 3 days, 10:16:25, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3362, top5_acc: 0.5969, loss_cls: 3.0595, loss: 3.0595, grad_norm: 1.3871 2020-07-17 23:26:23,727 - mmaction - INFO - Epoch [63][440/1253] lr: 2.586e-01, eta: 3 days, 10:14:35, time: 1.080, data_time: 0.010, memory: 9059, top1_acc: 0.3391, top5_acc: 0.5857, loss_cls: 3.0258, loss: 3.0258, grad_norm: 1.3706 2020-07-17 23:26:44,986 - mmaction - INFO - Epoch [63][460/1253] lr: 2.586e-01, eta: 3 days, 10:12:35, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3299, top5_acc: 0.5935, loss_cls: 3.0111, loss: 3.0111, grad_norm: 1.3740 2020-07-17 23:27:06,651 - mmaction - INFO - Epoch [63][480/1253] lr: 2.586e-01, eta: 3 days, 10:10:48, time: 1.084, data_time: 0.003, memory: 9059, top1_acc: 0.3349, top5_acc: 0.5914, loss_cls: 3.0226, loss: 3.0226, grad_norm: 1.3689 2020-07-17 23:27:28,423 - mmaction - INFO - Epoch [63][500/1253] lr: 2.586e-01, eta: 3 days, 10:09:04, time: 1.088, data_time: 0.002, memory: 9059, top1_acc: 0.3424, top5_acc: 0.6018, loss_cls: 3.0070, loss: 3.0070, grad_norm: 1.3782 2020-07-17 23:27:49,795 - mmaction - INFO - Epoch [63][520/1253] lr: 2.586e-01, eta: 3 days, 10:07:10, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.3440, top5_acc: 0.5914, loss_cls: 3.0182, loss: 3.0182, grad_norm: 1.3566 2020-07-17 23:28:10,977 - mmaction - INFO - Epoch [63][540/1253] lr: 2.586e-01, eta: 3 days, 10:05:09, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3323, top5_acc: 0.5849, loss_cls: 3.0408, loss: 3.0408, grad_norm: 1.3590 2020-07-17 23:28:32,269 - mmaction - INFO - Epoch [63][560/1253] lr: 2.586e-01, eta: 3 days, 10:03:12, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3318, top5_acc: 0.6081, loss_cls: 3.0089, loss: 3.0089, grad_norm: 1.3555 2020-07-17 23:28:53,759 - mmaction - INFO - Epoch [63][580/1253] lr: 2.586e-01, eta: 3 days, 10:01:22, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.3484, top5_acc: 0.6154, loss_cls: 2.9679, loss: 2.9679, grad_norm: 1.3653 2020-07-17 23:29:15,043 - mmaction - INFO - Epoch [63][600/1253] lr: 2.586e-01, eta: 3 days, 9:59:26, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3484, top5_acc: 0.5924, loss_cls: 2.9863, loss: 2.9863, grad_norm: 1.3556 2020-07-17 23:29:36,283 - mmaction - INFO - Epoch [63][620/1253] lr: 2.586e-01, eta: 3 days, 9:57:29, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3435, top5_acc: 0.5867, loss_cls: 3.0384, loss: 3.0384, grad_norm: 1.3724 2020-07-17 23:29:57,739 - mmaction - INFO - Epoch [63][640/1253] lr: 2.586e-01, eta: 3 days, 9:55:39, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3422, top5_acc: 0.5914, loss_cls: 2.9755, loss: 2.9755, grad_norm: 1.3583 2020-07-17 23:30:20,641 - mmaction - INFO - Epoch [63][660/1253] lr: 2.586e-01, eta: 3 days, 9:54:32, time: 1.144, data_time: 0.002, memory: 9059, top1_acc: 0.3352, top5_acc: 0.5943, loss_cls: 3.0371, loss: 3.0371, grad_norm: 1.3684 2020-07-17 23:30:42,310 - mmaction - INFO - Epoch [63][680/1253] lr: 2.586e-01, eta: 3 days, 9:52:49, time: 1.084, data_time: 0.003, memory: 9059, top1_acc: 0.3367, top5_acc: 0.5922, loss_cls: 3.0380, loss: 3.0380, grad_norm: 1.3510 2020-07-17 23:31:03,572 - mmaction - INFO - Epoch [63][700/1253] lr: 2.586e-01, eta: 3 days, 9:50:55, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3352, top5_acc: 0.5948, loss_cls: 3.0193, loss: 3.0193, grad_norm: 1.3965 2020-07-17 23:31:25,334 - mmaction - INFO - Epoch [63][720/1253] lr: 2.586e-01, eta: 3 days, 9:49:16, time: 1.089, data_time: 0.002, memory: 9059, top1_acc: 0.3352, top5_acc: 0.5979, loss_cls: 2.9927, loss: 2.9927, grad_norm: 1.3554 2020-07-17 23:31:46,682 - mmaction - INFO - Epoch [63][740/1253] lr: 2.586e-01, eta: 3 days, 9:47:24, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3398, top5_acc: 0.6021, loss_cls: 3.0252, loss: 3.0252, grad_norm: 1.4011 2020-07-17 23:32:08,100 - mmaction - INFO - Epoch [63][760/1253] lr: 2.586e-01, eta: 3 days, 9:45:36, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3299, top5_acc: 0.5885, loss_cls: 3.0698, loss: 3.0698, grad_norm: 1.3887 2020-07-17 23:32:29,930 - mmaction - INFO - Epoch [63][780/1253] lr: 2.586e-01, eta: 3 days, 9:44:00, time: 1.092, data_time: 0.002, memory: 9059, top1_acc: 0.3396, top5_acc: 0.6091, loss_cls: 2.9966, loss: 2.9966, grad_norm: 1.3716 2020-07-17 23:32:51,497 - mmaction - INFO - Epoch [63][800/1253] lr: 2.586e-01, eta: 3 days, 9:42:15, time: 1.076, data_time: 0.001, memory: 9059, top1_acc: 0.3430, top5_acc: 0.5865, loss_cls: 3.0173, loss: 3.0173, grad_norm: 1.3685 2020-07-17 23:33:12,860 - mmaction - INFO - Epoch [63][820/1253] lr: 2.586e-01, eta: 3 days, 9:40:27, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.3289, top5_acc: 0.5956, loss_cls: 3.0273, loss: 3.0273, grad_norm: 1.3931 2020-07-17 23:33:34,151 - mmaction - INFO - Epoch [63][840/1253] lr: 2.586e-01, eta: 3 days, 9:38:36, time: 1.063, data_time: 0.004, memory: 9059, top1_acc: 0.3380, top5_acc: 0.5807, loss_cls: 3.0434, loss: 3.0434, grad_norm: 1.3571 2020-07-17 23:33:55,568 - mmaction - INFO - Epoch [63][860/1253] lr: 2.586e-01, eta: 3 days, 9:36:50, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3388, top5_acc: 0.5896, loss_cls: 3.0120, loss: 3.0120, grad_norm: 1.3587 2020-07-17 23:34:17,654 - mmaction - INFO - Epoch [63][880/1253] lr: 2.586e-01, eta: 3 days, 9:35:22, time: 1.103, data_time: 0.001, memory: 9059, top1_acc: 0.3417, top5_acc: 0.5953, loss_cls: 3.0098, loss: 3.0098, grad_norm: 1.3668 2020-07-17 23:34:39,142 - mmaction - INFO - Epoch [63][900/1253] lr: 2.586e-01, eta: 3 days, 9:33:39, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.3432, top5_acc: 0.5945, loss_cls: 3.0082, loss: 3.0082, grad_norm: 1.3487 2020-07-17 23:35:00,572 - mmaction - INFO - Epoch [63][920/1253] lr: 2.586e-01, eta: 3 days, 9:31:53, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3419, top5_acc: 0.5938, loss_cls: 3.0410, loss: 3.0410, grad_norm: 1.3810 2020-07-17 23:35:21,969 - mmaction - INFO - Epoch [63][940/1253] lr: 2.586e-01, eta: 3 days, 9:30:08, time: 1.071, data_time: 0.003, memory: 9059, top1_acc: 0.3404, top5_acc: 0.5878, loss_cls: 3.0534, loss: 3.0534, grad_norm: 1.3826 2020-07-17 23:35:43,259 - mmaction - INFO - Epoch [63][960/1253] lr: 2.586e-01, eta: 3 days, 9:28:18, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.3336, top5_acc: 0.5867, loss_cls: 3.0557, loss: 3.0557, grad_norm: 1.3858 2020-07-17 23:36:04,426 - mmaction - INFO - Epoch [63][980/1253] lr: 2.586e-01, eta: 3 days, 9:26:28, time: 1.060, data_time: 0.004, memory: 9059, top1_acc: 0.3380, top5_acc: 0.5956, loss_cls: 3.0350, loss: 3.0350, grad_norm: 1.3557 2020-07-17 23:36:25,886 - mmaction - INFO - Epoch [63][1000/1253] lr: 2.586e-01, eta: 3 days, 9:24:46, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3461, top5_acc: 0.5844, loss_cls: 3.0351, loss: 3.0351, grad_norm: 1.3665 2020-07-17 23:36:47,152 - mmaction - INFO - Epoch [63][1020/1253] lr: 2.586e-01, eta: 3 days, 9:22:58, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.3133, top5_acc: 0.5688, loss_cls: 3.1474, loss: 3.1474, grad_norm: 1.3717 2020-07-17 23:37:08,736 - mmaction - INFO - Epoch [63][1040/1253] lr: 2.586e-01, eta: 3 days, 9:21:19, time: 1.079, data_time: 0.009, memory: 9059, top1_acc: 0.3372, top5_acc: 0.5831, loss_cls: 3.0279, loss: 3.0279, grad_norm: 1.3632 2020-07-17 23:37:30,131 - mmaction - INFO - Epoch [63][1060/1253] lr: 2.586e-01, eta: 3 days, 9:19:36, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3331, top5_acc: 0.5836, loss_cls: 3.0498, loss: 3.0498, grad_norm: 1.3518 2020-07-17 23:37:51,438 - mmaction - INFO - Epoch [63][1080/1253] lr: 2.586e-01, eta: 3 days, 9:17:50, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3521, top5_acc: 0.5839, loss_cls: 2.9859, loss: 2.9859, grad_norm: 1.3823 2020-07-17 23:38:13,550 - mmaction - INFO - Epoch [63][1100/1253] lr: 2.586e-01, eta: 3 days, 9:16:28, time: 1.105, data_time: 0.002, memory: 9059, top1_acc: 0.3326, top5_acc: 0.5828, loss_cls: 3.0655, loss: 3.0655, grad_norm: 1.3757 2020-07-17 23:38:34,756 - mmaction - INFO - Epoch [63][1120/1253] lr: 2.586e-01, eta: 3 days, 9:14:40, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3448, top5_acc: 0.6005, loss_cls: 3.0077, loss: 3.0077, grad_norm: 1.3716 2020-07-17 23:38:56,399 - mmaction - INFO - Epoch [63][1140/1253] lr: 2.586e-01, eta: 3 days, 9:13:05, time: 1.082, data_time: 0.002, memory: 9059, top1_acc: 0.3260, top5_acc: 0.5875, loss_cls: 3.0635, loss: 3.0635, grad_norm: 1.4052 2020-07-17 23:39:17,612 - mmaction - INFO - Epoch [63][1160/1253] lr: 2.586e-01, eta: 3 days, 9:11:19, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3388, top5_acc: 0.5836, loss_cls: 3.0338, loss: 3.0338, grad_norm: 1.3671 2020-07-17 23:39:38,805 - mmaction - INFO - Epoch [63][1180/1253] lr: 2.586e-01, eta: 3 days, 9:09:32, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3508, top5_acc: 0.6034, loss_cls: 3.0041, loss: 3.0041, grad_norm: 1.3646 2020-07-17 23:40:00,123 - mmaction - INFO - Epoch [63][1200/1253] lr: 2.586e-01, eta: 3 days, 9:07:49, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3484, top5_acc: 0.5943, loss_cls: 2.9859, loss: 2.9859, grad_norm: 1.4093 2020-07-17 23:40:21,402 - mmaction - INFO - Epoch [63][1220/1253] lr: 2.586e-01, eta: 3 days, 9:06:06, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3378, top5_acc: 0.5896, loss_cls: 3.0416, loss: 3.0416, grad_norm: 1.3746 2020-07-17 23:40:42,840 - mmaction - INFO - Epoch [63][1240/1253] lr: 2.586e-01, eta: 3 days, 9:04:26, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3466, top5_acc: 0.6008, loss_cls: 2.9974, loss: 2.9974, grad_norm: 1.3937 2020-07-17 23:44:07,948 - mmaction - INFO - Epoch [64][20/1253] lr: 2.574e-01, eta: 3 days, 10:10:07, time: 9.227, data_time: 8.032, memory: 9059, top1_acc: 0.3341, top5_acc: 0.5893, loss_cls: 3.0006, loss: 3.0006, grad_norm: 1.4175 2020-07-17 23:44:29,660 - mmaction - INFO - Epoch [64][40/1253] lr: 2.574e-01, eta: 3 days, 10:08:27, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.3508, top5_acc: 0.5982, loss_cls: 3.0029, loss: 3.0029, grad_norm: 1.3442 2020-07-17 23:44:50,878 - mmaction - INFO - Epoch [64][60/1253] lr: 2.574e-01, eta: 3 days, 10:06:34, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3482, top5_acc: 0.6091, loss_cls: 2.9641, loss: 2.9641, grad_norm: 1.4000 2020-07-17 23:45:12,164 - mmaction - INFO - Epoch [64][80/1253] lr: 2.574e-01, eta: 3 days, 10:04:42, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.3490, top5_acc: 0.6021, loss_cls: 2.9752, loss: 2.9752, grad_norm: 1.3753 2020-07-17 23:45:33,351 - mmaction - INFO - Epoch [64][100/1253] lr: 2.574e-01, eta: 3 days, 10:02:49, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3464, top5_acc: 0.5974, loss_cls: 2.9850, loss: 2.9850, grad_norm: 1.3703 2020-07-17 23:45:54,661 - mmaction - INFO - Epoch [64][120/1253] lr: 2.574e-01, eta: 3 days, 10:01:00, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3310, top5_acc: 0.5880, loss_cls: 3.0522, loss: 3.0522, grad_norm: 1.3647 2020-07-17 23:46:15,818 - mmaction - INFO - Epoch [64][140/1253] lr: 2.574e-01, eta: 3 days, 9:59:07, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3328, top5_acc: 0.5982, loss_cls: 3.0189, loss: 3.0189, grad_norm: 1.3704 2020-07-17 23:46:37,528 - mmaction - INFO - Epoch [64][160/1253] lr: 2.574e-01, eta: 3 days, 9:57:29, time: 1.084, data_time: 0.001, memory: 9059, top1_acc: 0.3435, top5_acc: 0.5984, loss_cls: 2.9951, loss: 2.9951, grad_norm: 1.3486 2020-07-17 23:46:58,800 - mmaction - INFO - Epoch [64][180/1253] lr: 2.574e-01, eta: 3 days, 9:55:39, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3539, top5_acc: 0.6068, loss_cls: 2.9475, loss: 2.9475, grad_norm: 1.3814 2020-07-17 23:47:20,106 - mmaction - INFO - Epoch [64][200/1253] lr: 2.574e-01, eta: 3 days, 9:53:52, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3406, top5_acc: 0.6034, loss_cls: 3.0714, loss: 3.0714, grad_norm: 1.3836 2020-07-17 23:47:41,387 - mmaction - INFO - Epoch [64][220/1253] lr: 2.574e-01, eta: 3 days, 9:52:03, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.3534, top5_acc: 0.6068, loss_cls: 2.9551, loss: 2.9551, grad_norm: 1.3561 2020-07-17 23:48:02,861 - mmaction - INFO - Epoch [64][240/1253] lr: 2.574e-01, eta: 3 days, 9:50:20, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.3466, top5_acc: 0.6083, loss_cls: 2.9691, loss: 2.9691, grad_norm: 1.4002 2020-07-17 23:48:24,413 - mmaction - INFO - Epoch [64][260/1253] lr: 2.574e-01, eta: 3 days, 9:48:40, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.3362, top5_acc: 0.5914, loss_cls: 3.0008, loss: 3.0008, grad_norm: 1.3631 2020-07-17 23:48:45,906 - mmaction - INFO - Epoch [64][280/1253] lr: 2.574e-01, eta: 3 days, 9:46:59, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.3385, top5_acc: 0.5836, loss_cls: 3.0376, loss: 3.0376, grad_norm: 1.3636 2020-07-17 23:49:07,448 - mmaction - INFO - Epoch [64][300/1253] lr: 2.574e-01, eta: 3 days, 9:45:18, time: 1.076, data_time: 0.001, memory: 9059, top1_acc: 0.3411, top5_acc: 0.5964, loss_cls: 2.9990, loss: 2.9990, grad_norm: 1.3586 2020-07-17 23:49:28,609 - mmaction - INFO - Epoch [64][320/1253] lr: 2.574e-01, eta: 3 days, 9:43:29, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3477, top5_acc: 0.6036, loss_cls: 2.9839, loss: 2.9839, grad_norm: 1.3941 2020-07-17 23:49:49,943 - mmaction - INFO - Epoch [64][340/1253] lr: 2.574e-01, eta: 3 days, 9:41:44, time: 1.066, data_time: 0.004, memory: 9059, top1_acc: 0.3352, top5_acc: 0.5867, loss_cls: 3.0158, loss: 3.0158, grad_norm: 1.3708 2020-07-17 23:50:11,260 - mmaction - INFO - Epoch [64][360/1253] lr: 2.574e-01, eta: 3 days, 9:39:59, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3331, top5_acc: 0.5917, loss_cls: 3.0091, loss: 3.0091, grad_norm: 1.3651 2020-07-17 23:50:32,547 - mmaction - INFO - Epoch [64][380/1253] lr: 2.574e-01, eta: 3 days, 9:38:14, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3333, top5_acc: 0.5987, loss_cls: 3.0312, loss: 3.0312, grad_norm: 1.3735 2020-07-17 23:50:53,803 - mmaction - INFO - Epoch [64][400/1253] lr: 2.574e-01, eta: 3 days, 9:36:28, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3406, top5_acc: 0.5922, loss_cls: 3.0134, loss: 3.0134, grad_norm: 1.3723 2020-07-17 23:51:15,011 - mmaction - INFO - Epoch [64][420/1253] lr: 2.574e-01, eta: 3 days, 9:34:42, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3453, top5_acc: 0.5943, loss_cls: 3.0036, loss: 3.0036, grad_norm: 1.3882 2020-07-17 23:51:36,309 - mmaction - INFO - Epoch [64][440/1253] lr: 2.574e-01, eta: 3 days, 9:32:58, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.3305, top5_acc: 0.5990, loss_cls: 3.0196, loss: 3.0196, grad_norm: 1.3914 2020-07-17 23:51:57,474 - mmaction - INFO - Epoch [64][460/1253] lr: 2.574e-01, eta: 3 days, 9:31:11, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.3352, top5_acc: 0.5924, loss_cls: 3.0456, loss: 3.0456, grad_norm: 1.3733 2020-07-17 23:52:18,844 - mmaction - INFO - Epoch [64][480/1253] lr: 2.574e-01, eta: 3 days, 9:29:30, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3328, top5_acc: 0.6039, loss_cls: 2.9982, loss: 2.9982, grad_norm: 1.4242 2020-07-17 23:52:40,252 - mmaction - INFO - Epoch [64][500/1253] lr: 2.574e-01, eta: 3 days, 9:27:50, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3419, top5_acc: 0.5904, loss_cls: 2.9872, loss: 2.9872, grad_norm: 1.3957 2020-07-17 23:53:01,905 - mmaction - INFO - Epoch [64][520/1253] lr: 2.574e-01, eta: 3 days, 9:26:17, time: 1.083, data_time: 0.003, memory: 9059, top1_acc: 0.3406, top5_acc: 0.6016, loss_cls: 3.0320, loss: 3.0320, grad_norm: 1.3809 2020-07-17 23:53:23,060 - mmaction - INFO - Epoch [64][540/1253] lr: 2.574e-01, eta: 3 days, 9:24:31, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.3326, top5_acc: 0.5943, loss_cls: 3.0523, loss: 3.0523, grad_norm: 1.3818 2020-07-17 23:53:44,314 - mmaction - INFO - Epoch [64][560/1253] lr: 2.574e-01, eta: 3 days, 9:22:49, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3305, top5_acc: 0.5891, loss_cls: 3.0550, loss: 3.0550, grad_norm: 1.3643 2020-07-17 23:54:05,708 - mmaction - INFO - Epoch [64][580/1253] lr: 2.574e-01, eta: 3 days, 9:21:09, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.3299, top5_acc: 0.5870, loss_cls: 3.0368, loss: 3.0368, grad_norm: 1.3597 2020-07-17 23:54:26,980 - mmaction - INFO - Epoch [64][600/1253] lr: 2.574e-01, eta: 3 days, 9:19:28, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3469, top5_acc: 0.6055, loss_cls: 2.9850, loss: 2.9850, grad_norm: 1.3644 2020-07-17 23:54:48,251 - mmaction - INFO - Epoch [64][620/1253] lr: 2.574e-01, eta: 3 days, 9:17:46, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3344, top5_acc: 0.6081, loss_cls: 2.9913, loss: 2.9913, grad_norm: 1.4076 2020-07-17 23:55:10,058 - mmaction - INFO - Epoch [64][640/1253] lr: 2.574e-01, eta: 3 days, 9:16:19, time: 1.090, data_time: 0.002, memory: 9059, top1_acc: 0.3341, top5_acc: 0.5849, loss_cls: 3.0325, loss: 3.0325, grad_norm: 1.3880 2020-07-17 23:55:31,392 - mmaction - INFO - Epoch [64][660/1253] lr: 2.574e-01, eta: 3 days, 9:14:39, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3464, top5_acc: 0.5909, loss_cls: 3.0068, loss: 3.0068, grad_norm: 1.3321 2020-07-17 23:55:52,600 - mmaction - INFO - Epoch [64][680/1253] lr: 2.574e-01, eta: 3 days, 9:12:58, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.3159, top5_acc: 0.5755, loss_cls: 3.0982, loss: 3.0982, grad_norm: 1.3565 2020-07-17 23:56:13,959 - mmaction - INFO - Epoch [64][700/1253] lr: 2.574e-01, eta: 3 days, 9:11:20, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3513, top5_acc: 0.6000, loss_cls: 2.9552, loss: 2.9552, grad_norm: 1.3630 2020-07-17 23:56:35,347 - mmaction - INFO - Epoch [64][720/1253] lr: 2.574e-01, eta: 3 days, 9:09:43, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3315, top5_acc: 0.5872, loss_cls: 3.0815, loss: 3.0815, grad_norm: 1.3793 2020-07-17 23:56:56,668 - mmaction - INFO - Epoch [64][740/1253] lr: 2.574e-01, eta: 3 days, 9:08:05, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3438, top5_acc: 0.5948, loss_cls: 2.9847, loss: 2.9847, grad_norm: 1.3396 2020-07-17 23:57:18,141 - mmaction - INFO - Epoch [64][760/1253] lr: 2.574e-01, eta: 3 days, 9:06:31, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3323, top5_acc: 0.5760, loss_cls: 3.0545, loss: 3.0545, grad_norm: 1.3872 2020-07-17 23:57:39,531 - mmaction - INFO - Epoch [64][780/1253] lr: 2.574e-01, eta: 3 days, 9:04:55, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.3388, top5_acc: 0.5932, loss_cls: 3.0235, loss: 3.0235, grad_norm: 1.3602 2020-07-17 23:58:00,922 - mmaction - INFO - Epoch [64][800/1253] lr: 2.574e-01, eta: 3 days, 9:03:20, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3630, top5_acc: 0.6042, loss_cls: 2.9354, loss: 2.9354, grad_norm: 1.3625 2020-07-17 23:58:22,411 - mmaction - INFO - Epoch [64][820/1253] lr: 2.574e-01, eta: 3 days, 9:01:47, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.3422, top5_acc: 0.5849, loss_cls: 3.0611, loss: 3.0611, grad_norm: 1.3920 2020-07-17 23:58:43,608 - mmaction - INFO - Epoch [64][840/1253] lr: 2.574e-01, eta: 3 days, 9:00:07, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3396, top5_acc: 0.6063, loss_cls: 3.0018, loss: 3.0018, grad_norm: 1.3735 2020-07-17 23:59:04,992 - mmaction - INFO - Epoch [64][860/1253] lr: 2.574e-01, eta: 3 days, 8:58:33, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3510, top5_acc: 0.6010, loss_cls: 2.9658, loss: 2.9658, grad_norm: 1.3657 2020-07-17 23:59:26,578 - mmaction - INFO - Epoch [64][880/1253] lr: 2.574e-01, eta: 3 days, 8:57:03, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.3482, top5_acc: 0.6013, loss_cls: 2.9757, loss: 2.9757, grad_norm: 1.3910 2020-07-17 23:59:47,756 - mmaction - INFO - Epoch [64][900/1253] lr: 2.574e-01, eta: 3 days, 8:55:24, time: 1.060, data_time: 0.003, memory: 9059, top1_acc: 0.3315, top5_acc: 0.5818, loss_cls: 3.0497, loss: 3.0497, grad_norm: 1.3781 2020-07-18 00:00:20,155 - mmaction - INFO - Epoch [64][920/1253] lr: 2.574e-01, eta: 3 days, 8:58:14, time: 1.600, data_time: 0.002, memory: 9059, top1_acc: 0.3458, top5_acc: 0.5930, loss_cls: 2.9676, loss: 2.9676, grad_norm: 1.3764 2020-07-18 00:00:42,046 - mmaction - INFO - Epoch [64][940/1253] lr: 2.574e-01, eta: 3 days, 8:57:03, time: 1.116, data_time: 0.028, memory: 9059, top1_acc: 0.3346, top5_acc: 0.5930, loss_cls: 3.0256, loss: 3.0256, grad_norm: 1.3460 2020-07-18 00:01:03,426 - mmaction - INFO - Epoch [64][960/1253] lr: 2.574e-01, eta: 3 days, 8:55:29, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.3430, top5_acc: 0.5930, loss_cls: 3.0524, loss: 3.0524, grad_norm: 1.3606 2020-07-18 00:01:24,853 - mmaction - INFO - Epoch [64][980/1253] lr: 2.574e-01, eta: 3 days, 8:53:56, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3396, top5_acc: 0.6003, loss_cls: 3.0090, loss: 3.0090, grad_norm: 1.3493 2020-07-18 00:01:47,640 - mmaction - INFO - Epoch [64][1000/1253] lr: 2.574e-01, eta: 3 days, 8:52:58, time: 1.139, data_time: 0.002, memory: 9059, top1_acc: 0.3367, top5_acc: 0.5820, loss_cls: 3.0729, loss: 3.0729, grad_norm: 1.3732 2020-07-18 00:02:08,970 - mmaction - INFO - Epoch [64][1020/1253] lr: 2.574e-01, eta: 3 days, 8:51:24, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3464, top5_acc: 0.5948, loss_cls: 3.0065, loss: 3.0065, grad_norm: 1.3747 2020-07-18 00:02:30,506 - mmaction - INFO - Epoch [64][1040/1253] lr: 2.574e-01, eta: 3 days, 8:49:55, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.3451, top5_acc: 0.5987, loss_cls: 3.0058, loss: 3.0058, grad_norm: 1.3996 2020-07-18 00:02:52,013 - mmaction - INFO - Epoch [64][1060/1253] lr: 2.574e-01, eta: 3 days, 8:48:25, time: 1.075, data_time: 0.001, memory: 9059, top1_acc: 0.3451, top5_acc: 0.5862, loss_cls: 3.0562, loss: 3.0562, grad_norm: 1.3480 2020-07-18 00:03:13,494 - mmaction - INFO - Epoch [64][1080/1253] lr: 2.574e-01, eta: 3 days, 8:46:55, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3526, top5_acc: 0.5932, loss_cls: 3.0018, loss: 3.0018, grad_norm: 1.3624 2020-07-18 00:03:34,945 - mmaction - INFO - Epoch [64][1100/1253] lr: 2.574e-01, eta: 3 days, 8:45:25, time: 1.073, data_time: 0.003, memory: 9059, top1_acc: 0.3341, top5_acc: 0.5820, loss_cls: 3.0688, loss: 3.0688, grad_norm: 1.3574 2020-07-18 00:03:56,335 - mmaction - INFO - Epoch [64][1120/1253] lr: 2.574e-01, eta: 3 days, 8:43:54, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3417, top5_acc: 0.5953, loss_cls: 3.0142, loss: 3.0142, grad_norm: 1.3510 2020-07-18 00:04:17,724 - mmaction - INFO - Epoch [64][1140/1253] lr: 2.574e-01, eta: 3 days, 8:42:23, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3404, top5_acc: 0.5984, loss_cls: 3.0098, loss: 3.0098, grad_norm: 1.3844 2020-07-18 00:04:38,976 - mmaction - INFO - Epoch [64][1160/1253] lr: 2.574e-01, eta: 3 days, 8:40:49, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3370, top5_acc: 0.5852, loss_cls: 3.0434, loss: 3.0434, grad_norm: 1.3704 2020-07-18 00:05:00,183 - mmaction - INFO - Epoch [64][1180/1253] lr: 2.574e-01, eta: 3 days, 8:39:13, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3299, top5_acc: 0.5911, loss_cls: 3.0450, loss: 3.0450, grad_norm: 1.3826 2020-07-18 00:05:21,603 - mmaction - INFO - Epoch [64][1200/1253] lr: 2.574e-01, eta: 3 days, 8:37:44, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3302, top5_acc: 0.5995, loss_cls: 3.0274, loss: 3.0274, grad_norm: 1.3469 2020-07-18 00:05:42,838 - mmaction - INFO - Epoch [64][1220/1253] lr: 2.574e-01, eta: 3 days, 8:36:10, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3336, top5_acc: 0.5727, loss_cls: 3.0564, loss: 3.0564, grad_norm: 1.3678 2020-07-18 00:06:04,606 - mmaction - INFO - Epoch [64][1240/1253] lr: 2.574e-01, eta: 3 days, 8:34:49, time: 1.089, data_time: 0.003, memory: 9059, top1_acc: 0.3359, top5_acc: 0.6005, loss_cls: 3.0271, loss: 3.0271, grad_norm: 1.3834 2020-07-18 00:06:28,254 - mmaction - INFO - Saving checkpoint at 64 epochs 2020-07-18 00:09:52,802 - mmaction - INFO - Epoch [65][20/1253] lr: 2.561e-01, eta: 3 days, 9:38:55, time: 10.101, data_time: 8.772, memory: 9059, top1_acc: 0.3299, top5_acc: 0.5938, loss_cls: 3.0382, loss: 3.0382, grad_norm: 1.3952 2020-07-18 00:10:14,277 - mmaction - INFO - Epoch [65][40/1253] lr: 2.561e-01, eta: 3 days, 9:37:20, time: 1.075, data_time: 0.003, memory: 9059, top1_acc: 0.3396, top5_acc: 0.5810, loss_cls: 3.0403, loss: 3.0403, grad_norm: 1.3692 2020-07-18 00:10:35,553 - mmaction - INFO - Epoch [65][60/1253] lr: 2.561e-01, eta: 3 days, 9:35:41, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3430, top5_acc: 0.5984, loss_cls: 2.9807, loss: 2.9807, grad_norm: 1.3952 2020-07-18 00:10:56,804 - mmaction - INFO - Epoch [65][80/1253] lr: 2.561e-01, eta: 3 days, 9:34:01, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3542, top5_acc: 0.5966, loss_cls: 2.9639, loss: 2.9639, grad_norm: 1.3924 2020-07-18 00:11:18,145 - mmaction - INFO - Epoch [65][100/1253] lr: 2.561e-01, eta: 3 days, 9:32:23, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3398, top5_acc: 0.6023, loss_cls: 3.0283, loss: 3.0283, grad_norm: 1.3678 2020-07-18 00:11:39,383 - mmaction - INFO - Epoch [65][120/1253] lr: 2.561e-01, eta: 3 days, 9:30:43, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3424, top5_acc: 0.6016, loss_cls: 2.9913, loss: 2.9913, grad_norm: 1.3893 2020-07-18 00:12:00,557 - mmaction - INFO - Epoch [65][140/1253] lr: 2.561e-01, eta: 3 days, 9:29:03, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3526, top5_acc: 0.5971, loss_cls: 2.9413, loss: 2.9413, grad_norm: 1.3549 2020-07-18 00:12:21,822 - mmaction - INFO - Epoch [65][160/1253] lr: 2.561e-01, eta: 3 days, 9:27:24, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3471, top5_acc: 0.6151, loss_cls: 2.9398, loss: 2.9398, grad_norm: 1.3799 2020-07-18 00:12:43,073 - mmaction - INFO - Epoch [65][180/1253] lr: 2.561e-01, eta: 3 days, 9:25:45, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.3427, top5_acc: 0.5885, loss_cls: 3.0321, loss: 3.0321, grad_norm: 1.3848 2020-07-18 00:13:04,712 - mmaction - INFO - Epoch [65][200/1253] lr: 2.561e-01, eta: 3 days, 9:24:17, time: 1.083, data_time: 0.002, memory: 9059, top1_acc: 0.3372, top5_acc: 0.6044, loss_cls: 3.0314, loss: 3.0314, grad_norm: 1.3850 2020-07-18 00:13:26,057 - mmaction - INFO - Epoch [65][220/1253] lr: 2.561e-01, eta: 3 days, 9:22:39, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3383, top5_acc: 0.5948, loss_cls: 3.0097, loss: 3.0097, grad_norm: 1.3869 2020-07-18 00:13:47,340 - mmaction - INFO - Epoch [65][240/1253] lr: 2.561e-01, eta: 3 days, 9:21:04, time: 1.068, data_time: 0.006, memory: 9059, top1_acc: 0.3461, top5_acc: 0.6091, loss_cls: 2.9522, loss: 2.9522, grad_norm: 1.3680 2020-07-18 00:14:08,718 - mmaction - INFO - Epoch [65][260/1253] lr: 2.561e-01, eta: 3 days, 9:19:28, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3471, top5_acc: 0.5935, loss_cls: 3.0149, loss: 3.0149, grad_norm: 1.3863 2020-07-18 00:14:32,692 - mmaction - INFO - Epoch [65][280/1253] lr: 2.561e-01, eta: 3 days, 9:18:46, time: 1.182, data_time: 0.018, memory: 9059, top1_acc: 0.3443, top5_acc: 0.6060, loss_cls: 2.9679, loss: 2.9679, grad_norm: 1.3518 2020-07-18 00:14:56,140 - mmaction - INFO - Epoch [65][300/1253] lr: 2.561e-01, eta: 3 days, 9:18:10, time: 1.194, data_time: 0.131, memory: 9059, top1_acc: 0.3323, top5_acc: 0.5854, loss_cls: 3.0654, loss: 3.0654, grad_norm: 1.3793 2020-07-18 00:15:17,481 - mmaction - INFO - Epoch [65][320/1253] lr: 2.561e-01, eta: 3 days, 9:16:36, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3362, top5_acc: 0.5839, loss_cls: 3.0821, loss: 3.0821, grad_norm: 1.3919 2020-07-18 00:15:38,840 - mmaction - INFO - Epoch [65][340/1253] lr: 2.561e-01, eta: 3 days, 9:15:02, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3328, top5_acc: 0.5930, loss_cls: 3.0311, loss: 3.0311, grad_norm: 1.3597 2020-07-18 00:16:00,378 - mmaction - INFO - Epoch [65][360/1253] lr: 2.561e-01, eta: 3 days, 9:13:33, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.3453, top5_acc: 0.6044, loss_cls: 2.9690, loss: 2.9690, grad_norm: 1.3661 2020-07-18 00:16:21,859 - mmaction - INFO - Epoch [65][380/1253] lr: 2.561e-01, eta: 3 days, 9:12:02, time: 1.073, data_time: 0.001, memory: 9059, top1_acc: 0.3490, top5_acc: 0.5914, loss_cls: 2.9948, loss: 2.9948, grad_norm: 1.3741 2020-07-18 00:16:43,120 - mmaction - INFO - Epoch [65][400/1253] lr: 2.561e-01, eta: 3 days, 9:10:27, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3477, top5_acc: 0.5940, loss_cls: 3.0126, loss: 3.0126, grad_norm: 1.3592 2020-07-18 00:17:04,635 - mmaction - INFO - Epoch [65][420/1253] lr: 2.561e-01, eta: 3 days, 9:08:58, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.3458, top5_acc: 0.5977, loss_cls: 2.9994, loss: 2.9994, grad_norm: 1.3770 2020-07-18 00:17:25,947 - mmaction - INFO - Epoch [65][440/1253] lr: 2.561e-01, eta: 3 days, 9:07:24, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3490, top5_acc: 0.5906, loss_cls: 3.0036, loss: 3.0036, grad_norm: 1.3652 2020-07-18 00:17:47,975 - mmaction - INFO - Epoch [65][460/1253] lr: 2.561e-01, eta: 3 days, 9:06:07, time: 1.100, data_time: 0.001, memory: 9059, top1_acc: 0.3474, top5_acc: 0.5958, loss_cls: 3.0060, loss: 3.0060, grad_norm: 1.3814 2020-07-18 00:18:09,985 - mmaction - INFO - Epoch [65][480/1253] lr: 2.561e-01, eta: 3 days, 9:04:50, time: 1.102, data_time: 0.003, memory: 9059, top1_acc: 0.3443, top5_acc: 0.5930, loss_cls: 3.0439, loss: 3.0439, grad_norm: 1.3820 2020-07-18 00:18:31,231 - mmaction - INFO - Epoch [65][500/1253] lr: 2.561e-01, eta: 3 days, 9:03:16, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3440, top5_acc: 0.5982, loss_cls: 3.0027, loss: 3.0027, grad_norm: 1.3587 2020-07-18 00:18:52,497 - mmaction - INFO - Epoch [65][520/1253] lr: 2.561e-01, eta: 3 days, 9:01:42, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3516, top5_acc: 0.6076, loss_cls: 2.9709, loss: 2.9709, grad_norm: 1.3915 2020-07-18 00:19:14,185 - mmaction - INFO - Epoch [65][540/1253] lr: 2.561e-01, eta: 3 days, 9:00:19, time: 1.085, data_time: 0.002, memory: 9059, top1_acc: 0.3409, top5_acc: 0.5964, loss_cls: 3.0263, loss: 3.0263, grad_norm: 1.3557 2020-07-18 00:19:35,432 - mmaction - INFO - Epoch [65][560/1253] lr: 2.561e-01, eta: 3 days, 8:58:45, time: 1.062, data_time: 0.007, memory: 9059, top1_acc: 0.3419, top5_acc: 0.6016, loss_cls: 2.9833, loss: 2.9833, grad_norm: 1.3910 2020-07-18 00:19:57,208 - mmaction - INFO - Epoch [65][580/1253] lr: 2.561e-01, eta: 3 days, 8:57:24, time: 1.089, data_time: 0.002, memory: 9059, top1_acc: 0.3341, top5_acc: 0.5891, loss_cls: 3.0680, loss: 3.0680, grad_norm: 1.3453 2020-07-18 00:20:18,491 - mmaction - INFO - Epoch [65][600/1253] lr: 2.561e-01, eta: 3 days, 8:55:51, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3393, top5_acc: 0.5966, loss_cls: 3.0163, loss: 3.0163, grad_norm: 1.3653 2020-07-18 00:20:39,777 - mmaction - INFO - Epoch [65][620/1253] lr: 2.561e-01, eta: 3 days, 8:54:20, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.3451, top5_acc: 0.6029, loss_cls: 2.9692, loss: 2.9692, grad_norm: 1.3887 2020-07-18 00:21:01,730 - mmaction - INFO - Epoch [65][640/1253] lr: 2.561e-01, eta: 3 days, 8:53:03, time: 1.098, data_time: 0.002, memory: 9059, top1_acc: 0.3427, top5_acc: 0.5990, loss_cls: 2.9957, loss: 2.9957, grad_norm: 1.3977 2020-07-18 00:21:23,031 - mmaction - INFO - Epoch [65][660/1253] lr: 2.561e-01, eta: 3 days, 8:51:31, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.3289, top5_acc: 0.5771, loss_cls: 3.1100, loss: 3.1100, grad_norm: 1.4324 2020-07-18 00:21:44,575 - mmaction - INFO - Epoch [65][680/1253] lr: 2.561e-01, eta: 3 days, 8:50:07, time: 1.079, data_time: 0.004, memory: 9059, top1_acc: 0.3362, top5_acc: 0.6003, loss_cls: 3.0160, loss: 3.0160, grad_norm: 1.3570 2020-07-18 00:22:05,871 - mmaction - INFO - Epoch [65][700/1253] lr: 2.561e-01, eta: 3 days, 8:48:36, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3414, top5_acc: 0.5932, loss_cls: 3.0274, loss: 3.0274, grad_norm: 1.3818 2020-07-18 00:22:27,742 - mmaction - INFO - Epoch [65][720/1253] lr: 2.561e-01, eta: 3 days, 8:47:19, time: 1.093, data_time: 0.002, memory: 9059, top1_acc: 0.3258, top5_acc: 0.5753, loss_cls: 3.1046, loss: 3.1046, grad_norm: 1.3830 2020-07-18 00:22:49,501 - mmaction - INFO - Epoch [65][740/1253] lr: 2.561e-01, eta: 3 days, 8:45:59, time: 1.088, data_time: 0.003, memory: 9059, top1_acc: 0.3451, top5_acc: 0.5964, loss_cls: 3.0117, loss: 3.0117, grad_norm: 1.3876 2020-07-18 00:23:10,690 - mmaction - INFO - Epoch [65][760/1253] lr: 2.561e-01, eta: 3 days, 8:44:27, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3367, top5_acc: 0.5865, loss_cls: 3.0909, loss: 3.0909, grad_norm: 1.3666 2020-07-18 00:23:31,859 - mmaction - INFO - Epoch [65][780/1253] lr: 2.561e-01, eta: 3 days, 8:42:54, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.3380, top5_acc: 0.5964, loss_cls: 3.0373, loss: 3.0373, grad_norm: 1.3686 2020-07-18 00:23:53,200 - mmaction - INFO - Epoch [65][800/1253] lr: 2.561e-01, eta: 3 days, 8:41:26, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3534, top5_acc: 0.5945, loss_cls: 3.0104, loss: 3.0104, grad_norm: 1.3559 2020-07-18 00:24:14,522 - mmaction - INFO - Epoch [65][820/1253] lr: 2.561e-01, eta: 3 days, 8:39:57, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.3185, top5_acc: 0.5776, loss_cls: 3.0885, loss: 3.0885, grad_norm: 1.3829 2020-07-18 00:24:36,059 - mmaction - INFO - Epoch [65][840/1253] lr: 2.561e-01, eta: 3 days, 8:38:34, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.3375, top5_acc: 0.5826, loss_cls: 3.1013, loss: 3.1013, grad_norm: 1.3586 2020-07-18 00:24:57,438 - mmaction - INFO - Epoch [65][860/1253] lr: 2.561e-01, eta: 3 days, 8:37:07, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.3484, top5_acc: 0.5979, loss_cls: 3.0073, loss: 3.0073, grad_norm: 1.3514 2020-07-18 00:25:19,113 - mmaction - INFO - Epoch [65][880/1253] lr: 2.561e-01, eta: 3 days, 8:35:47, time: 1.084, data_time: 0.002, memory: 9059, top1_acc: 0.3417, top5_acc: 0.5987, loss_cls: 2.9751, loss: 2.9751, grad_norm: 1.3461 2020-07-18 00:25:40,795 - mmaction - INFO - Epoch [65][900/1253] lr: 2.561e-01, eta: 3 days, 8:34:27, time: 1.083, data_time: 0.001, memory: 9059, top1_acc: 0.3427, top5_acc: 0.5943, loss_cls: 2.9829, loss: 2.9829, grad_norm: 1.3564 2020-07-18 00:26:02,559 - mmaction - INFO - Epoch [65][920/1253] lr: 2.561e-01, eta: 3 days, 8:33:10, time: 1.088, data_time: 0.002, memory: 9059, top1_acc: 0.3406, top5_acc: 0.6005, loss_cls: 3.0030, loss: 3.0030, grad_norm: 1.3876 2020-07-18 00:26:23,935 - mmaction - INFO - Epoch [65][940/1253] lr: 2.561e-01, eta: 3 days, 8:31:44, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3375, top5_acc: 0.5969, loss_cls: 3.0045, loss: 3.0045, grad_norm: 1.3699 2020-07-18 00:26:45,334 - mmaction - INFO - Epoch [65][960/1253] lr: 2.561e-01, eta: 3 days, 8:30:18, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3333, top5_acc: 0.5836, loss_cls: 3.0645, loss: 3.0645, grad_norm: 1.3645 2020-07-18 00:27:06,593 - mmaction - INFO - Epoch [65][980/1253] lr: 2.561e-01, eta: 3 days, 8:28:51, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.3497, top5_acc: 0.6049, loss_cls: 2.9452, loss: 2.9452, grad_norm: 1.3529 2020-07-18 00:27:27,957 - mmaction - INFO - Epoch [65][1000/1253] lr: 2.561e-01, eta: 3 days, 8:27:25, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3497, top5_acc: 0.5878, loss_cls: 3.0272, loss: 3.0272, grad_norm: 1.3817 2020-07-18 00:27:49,360 - mmaction - INFO - Epoch [65][1020/1253] lr: 2.561e-01, eta: 3 days, 8:26:00, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3313, top5_acc: 0.5982, loss_cls: 3.0484, loss: 3.0484, grad_norm: 1.3595 2020-07-18 00:28:16,383 - mmaction - INFO - Epoch [65][1040/1253] lr: 2.561e-01, eta: 3 days, 8:26:38, time: 1.350, data_time: 0.006, memory: 9059, top1_acc: 0.3414, top5_acc: 0.5852, loss_cls: 3.0733, loss: 3.0733, grad_norm: 1.3689 2020-07-18 00:28:37,843 - mmaction - INFO - Epoch [65][1060/1253] lr: 2.561e-01, eta: 3 days, 8:25:15, time: 1.074, data_time: 0.004, memory: 9059, top1_acc: 0.3385, top5_acc: 0.5971, loss_cls: 3.0104, loss: 3.0104, grad_norm: 1.3721 2020-07-18 00:28:59,317 - mmaction - INFO - Epoch [65][1080/1253] lr: 2.561e-01, eta: 3 days, 8:23:53, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.3370, top5_acc: 0.5938, loss_cls: 3.0162, loss: 3.0162, grad_norm: 1.3634 2020-07-18 00:29:20,914 - mmaction - INFO - Epoch [65][1100/1253] lr: 2.561e-01, eta: 3 days, 8:22:33, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.3326, top5_acc: 0.5797, loss_cls: 3.0745, loss: 3.0745, grad_norm: 1.4039 2020-07-18 00:29:42,442 - mmaction - INFO - Epoch [65][1120/1253] lr: 2.561e-01, eta: 3 days, 8:21:12, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.3307, top5_acc: 0.5893, loss_cls: 3.0207, loss: 3.0207, grad_norm: 1.4021 2020-07-18 00:30:03,859 - mmaction - INFO - Epoch [65][1140/1253] lr: 2.561e-01, eta: 3 days, 8:19:50, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3354, top5_acc: 0.6018, loss_cls: 3.0242, loss: 3.0242, grad_norm: 1.3776 2020-07-18 00:30:26,174 - mmaction - INFO - Epoch [65][1160/1253] lr: 2.561e-01, eta: 3 days, 8:18:46, time: 1.114, data_time: 0.001, memory: 9059, top1_acc: 0.3490, top5_acc: 0.6055, loss_cls: 2.9683, loss: 2.9683, grad_norm: 1.4033 2020-07-18 00:30:47,972 - mmaction - INFO - Epoch [65][1180/1253] lr: 2.561e-01, eta: 3 days, 8:17:31, time: 1.090, data_time: 0.002, memory: 9059, top1_acc: 0.3513, top5_acc: 0.5971, loss_cls: 2.9847, loss: 2.9847, grad_norm: 1.3725 2020-07-18 00:31:09,103 - mmaction - INFO - Epoch [65][1200/1253] lr: 2.561e-01, eta: 3 days, 8:16:03, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.3383, top5_acc: 0.5974, loss_cls: 3.0280, loss: 3.0280, grad_norm: 1.3659 2020-07-18 00:31:30,394 - mmaction - INFO - Epoch [65][1220/1253] lr: 2.561e-01, eta: 3 days, 8:14:38, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3336, top5_acc: 0.5893, loss_cls: 3.0359, loss: 3.0359, grad_norm: 1.3623 2020-07-18 00:31:51,741 - mmaction - INFO - Epoch [65][1240/1253] lr: 2.561e-01, eta: 3 days, 8:13:14, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3393, top5_acc: 0.5979, loss_cls: 3.0204, loss: 3.0204, grad_norm: 1.3846 2020-07-18 00:35:23,243 - mmaction - INFO - Epoch [66][20/1253] lr: 2.548e-01, eta: 3 days, 9:06:11, time: 9.585, data_time: 8.411, memory: 9059, top1_acc: 0.3516, top5_acc: 0.6016, loss_cls: 2.9562, loss: 2.9562, grad_norm: 1.3580 2020-07-18 00:35:44,821 - mmaction - INFO - Epoch [66][40/1253] lr: 2.548e-01, eta: 3 days, 9:04:47, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.3464, top5_acc: 0.5956, loss_cls: 3.0073, loss: 3.0073, grad_norm: 1.3760 2020-07-18 00:36:06,278 - mmaction - INFO - Epoch [66][60/1253] lr: 2.548e-01, eta: 3 days, 9:03:21, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3565, top5_acc: 0.6078, loss_cls: 2.9845, loss: 2.9845, grad_norm: 1.3631 2020-07-18 00:36:27,569 - mmaction - INFO - Epoch [66][80/1253] lr: 2.548e-01, eta: 3 days, 9:01:50, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3495, top5_acc: 0.6023, loss_cls: 2.9326, loss: 2.9326, grad_norm: 1.3613 2020-07-18 00:36:48,691 - mmaction - INFO - Epoch [66][100/1253] lr: 2.548e-01, eta: 3 days, 9:00:18, time: 1.057, data_time: 0.004, memory: 9059, top1_acc: 0.3310, top5_acc: 0.5773, loss_cls: 3.0778, loss: 3.0778, grad_norm: 1.4009 2020-07-18 00:37:09,947 - mmaction - INFO - Epoch [66][120/1253] lr: 2.548e-01, eta: 3 days, 8:58:48, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3529, top5_acc: 0.6000, loss_cls: 2.9721, loss: 2.9721, grad_norm: 1.3646 2020-07-18 00:37:31,644 - mmaction - INFO - Epoch [66][140/1253] lr: 2.548e-01, eta: 3 days, 8:57:28, time: 1.085, data_time: 0.002, memory: 9059, top1_acc: 0.3279, top5_acc: 0.5878, loss_cls: 3.0295, loss: 3.0295, grad_norm: 1.3693 2020-07-18 00:37:52,909 - mmaction - INFO - Epoch [66][160/1253] lr: 2.548e-01, eta: 3 days, 8:55:58, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3492, top5_acc: 0.5930, loss_cls: 2.9847, loss: 2.9847, grad_norm: 1.3640 2020-07-18 00:38:14,227 - mmaction - INFO - Epoch [66][180/1253] lr: 2.548e-01, eta: 3 days, 8:54:31, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3466, top5_acc: 0.5982, loss_cls: 3.0106, loss: 3.0106, grad_norm: 1.3841 2020-07-18 00:38:35,802 - mmaction - INFO - Epoch [66][200/1253] lr: 2.548e-01, eta: 3 days, 8:53:07, time: 1.077, data_time: 0.001, memory: 9059, top1_acc: 0.3497, top5_acc: 0.6042, loss_cls: 2.9658, loss: 2.9658, grad_norm: 1.3932 2020-07-18 00:38:57,377 - mmaction - INFO - Epoch [66][220/1253] lr: 2.548e-01, eta: 3 days, 8:51:45, time: 1.078, data_time: 0.003, memory: 9059, top1_acc: 0.3424, top5_acc: 0.6018, loss_cls: 2.9879, loss: 2.9879, grad_norm: 1.3900 2020-07-18 00:39:18,640 - mmaction - INFO - Epoch [66][240/1253] lr: 2.548e-01, eta: 3 days, 8:50:17, time: 1.065, data_time: 0.004, memory: 9059, top1_acc: 0.3372, top5_acc: 0.6047, loss_cls: 3.0295, loss: 3.0295, grad_norm: 1.3836 2020-07-18 00:39:39,937 - mmaction - INFO - Epoch [66][260/1253] lr: 2.548e-01, eta: 3 days, 8:48:50, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3341, top5_acc: 0.5880, loss_cls: 3.0642, loss: 3.0642, grad_norm: 1.3932 2020-07-18 00:40:01,267 - mmaction - INFO - Epoch [66][280/1253] lr: 2.548e-01, eta: 3 days, 8:47:23, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.3430, top5_acc: 0.5943, loss_cls: 3.0041, loss: 3.0041, grad_norm: 1.3600 2020-07-18 00:40:23,247 - mmaction - INFO - Epoch [66][300/1253] lr: 2.548e-01, eta: 3 days, 8:46:10, time: 1.101, data_time: 0.003, memory: 9059, top1_acc: 0.3456, top5_acc: 0.6034, loss_cls: 2.9587, loss: 2.9587, grad_norm: 1.3538 2020-07-18 00:40:44,765 - mmaction - INFO - Epoch [66][320/1253] lr: 2.548e-01, eta: 3 days, 8:44:48, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.3393, top5_acc: 0.5906, loss_cls: 3.0113, loss: 3.0113, grad_norm: 1.3826 2020-07-18 00:41:06,030 - mmaction - INFO - Epoch [66][340/1253] lr: 2.548e-01, eta: 3 days, 8:43:21, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3518, top5_acc: 0.5852, loss_cls: 3.0006, loss: 3.0006, grad_norm: 1.3650 2020-07-18 00:41:27,330 - mmaction - INFO - Epoch [66][360/1253] lr: 2.548e-01, eta: 3 days, 8:41:54, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3500, top5_acc: 0.5924, loss_cls: 3.0322, loss: 3.0322, grad_norm: 1.3612 2020-07-18 00:41:48,814 - mmaction - INFO - Epoch [66][380/1253] lr: 2.548e-01, eta: 3 days, 8:40:32, time: 1.075, data_time: 0.003, memory: 9059, top1_acc: 0.3482, top5_acc: 0.6034, loss_cls: 2.9749, loss: 2.9749, grad_norm: 1.3573 2020-07-18 00:42:10,819 - mmaction - INFO - Epoch [66][400/1253] lr: 2.548e-01, eta: 3 days, 8:39:20, time: 1.100, data_time: 0.002, memory: 9059, top1_acc: 0.3508, top5_acc: 0.6068, loss_cls: 2.9496, loss: 2.9496, grad_norm: 1.3886 2020-07-18 00:42:32,501 - mmaction - INFO - Epoch [66][420/1253] lr: 2.548e-01, eta: 3 days, 8:38:02, time: 1.084, data_time: 0.003, memory: 9059, top1_acc: 0.3370, top5_acc: 0.5885, loss_cls: 3.0409, loss: 3.0409, grad_norm: 1.3871 2020-07-18 00:42:53,951 - mmaction - INFO - Epoch [66][440/1253] lr: 2.548e-01, eta: 3 days, 8:36:40, time: 1.074, data_time: 0.003, memory: 9059, top1_acc: 0.3328, top5_acc: 0.5836, loss_cls: 3.0387, loss: 3.0387, grad_norm: 1.3829 2020-07-18 00:43:15,710 - mmaction - INFO - Epoch [66][460/1253] lr: 2.548e-01, eta: 3 days, 8:35:24, time: 1.088, data_time: 0.002, memory: 9059, top1_acc: 0.3276, top5_acc: 0.5888, loss_cls: 3.0367, loss: 3.0367, grad_norm: 1.4142 2020-07-18 00:43:37,643 - mmaction - INFO - Epoch [66][480/1253] lr: 2.548e-01, eta: 3 days, 8:34:12, time: 1.096, data_time: 0.002, memory: 9059, top1_acc: 0.3497, top5_acc: 0.6094, loss_cls: 2.9964, loss: 2.9964, grad_norm: 1.3999 2020-07-18 00:43:58,900 - mmaction - INFO - Epoch [66][500/1253] lr: 2.548e-01, eta: 3 days, 8:32:46, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3372, top5_acc: 0.5878, loss_cls: 3.0547, loss: 3.0547, grad_norm: 1.3946 2020-07-18 00:44:20,234 - mmaction - INFO - Epoch [66][520/1253] lr: 2.548e-01, eta: 3 days, 8:31:22, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3271, top5_acc: 0.6000, loss_cls: 3.0414, loss: 3.0414, grad_norm: 1.3793 2020-07-18 00:44:42,590 - mmaction - INFO - Epoch [66][540/1253] lr: 2.548e-01, eta: 3 days, 8:30:19, time: 1.117, data_time: 0.002, memory: 9059, top1_acc: 0.3352, top5_acc: 0.5904, loss_cls: 3.0482, loss: 3.0482, grad_norm: 1.3303 2020-07-18 00:45:04,085 - mmaction - INFO - Epoch [66][560/1253] lr: 2.548e-01, eta: 3 days, 8:28:59, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.3352, top5_acc: 0.5935, loss_cls: 3.0404, loss: 3.0404, grad_norm: 1.3821 2020-07-18 00:45:25,340 - mmaction - INFO - Epoch [66][580/1253] lr: 2.548e-01, eta: 3 days, 8:27:33, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3461, top5_acc: 0.6063, loss_cls: 2.9536, loss: 2.9536, grad_norm: 1.3873 2020-07-18 00:45:47,399 - mmaction - INFO - Epoch [66][600/1253] lr: 2.548e-01, eta: 3 days, 8:26:25, time: 1.104, data_time: 0.004, memory: 9059, top1_acc: 0.3448, top5_acc: 0.5951, loss_cls: 3.0093, loss: 3.0093, grad_norm: 1.3879 2020-07-18 00:46:09,151 - mmaction - INFO - Epoch [66][620/1253] lr: 2.548e-01, eta: 3 days, 8:25:11, time: 1.088, data_time: 0.002, memory: 9059, top1_acc: 0.3396, top5_acc: 0.5964, loss_cls: 2.9969, loss: 2.9969, grad_norm: 1.3860 2020-07-18 00:46:30,453 - mmaction - INFO - Epoch [66][640/1253] lr: 2.548e-01, eta: 3 days, 8:23:47, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3404, top5_acc: 0.6034, loss_cls: 2.9791, loss: 2.9791, grad_norm: 1.3976 2020-07-18 00:46:52,023 - mmaction - INFO - Epoch [66][660/1253] lr: 2.548e-01, eta: 3 days, 8:22:29, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.3258, top5_acc: 0.5953, loss_cls: 3.0519, loss: 3.0519, grad_norm: 1.3581 2020-07-18 00:47:13,361 - mmaction - INFO - Epoch [66][680/1253] lr: 2.548e-01, eta: 3 days, 8:21:07, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3359, top5_acc: 0.5815, loss_cls: 3.0312, loss: 3.0312, grad_norm: 1.3538 2020-07-18 00:47:34,819 - mmaction - INFO - Epoch [66][700/1253] lr: 2.548e-01, eta: 3 days, 8:19:46, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3490, top5_acc: 0.6026, loss_cls: 2.9925, loss: 2.9925, grad_norm: 1.3723 2020-07-18 00:47:56,906 - mmaction - INFO - Epoch [66][720/1253] lr: 2.548e-01, eta: 3 days, 8:18:40, time: 1.106, data_time: 0.004, memory: 9059, top1_acc: 0.3365, top5_acc: 0.5953, loss_cls: 3.0322, loss: 3.0322, grad_norm: 1.3715 2020-07-18 00:48:20,621 - mmaction - INFO - Epoch [66][740/1253] lr: 2.548e-01, eta: 3 days, 8:17:56, time: 1.163, data_time: 0.002, memory: 9059, top1_acc: 0.3513, top5_acc: 0.5932, loss_cls: 2.9906, loss: 2.9906, grad_norm: 1.3759 2020-07-18 00:48:44,305 - mmaction - INFO - Epoch [66][760/1253] lr: 2.548e-01, eta: 3 days, 8:17:31, time: 1.208, data_time: 0.136, memory: 9059, top1_acc: 0.3424, top5_acc: 0.5867, loss_cls: 3.0310, loss: 3.0310, grad_norm: 1.3457 2020-07-18 00:49:05,894 - mmaction - INFO - Epoch [66][780/1253] lr: 2.548e-01, eta: 3 days, 8:16:14, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.3383, top5_acc: 0.5901, loss_cls: 3.0662, loss: 3.0662, grad_norm: 1.3678 2020-07-18 00:49:27,023 - mmaction - INFO - Epoch [66][800/1253] lr: 2.548e-01, eta: 3 days, 8:14:49, time: 1.056, data_time: 0.001, memory: 9059, top1_acc: 0.3297, top5_acc: 0.5901, loss_cls: 3.0186, loss: 3.0186, grad_norm: 1.3769 2020-07-18 00:49:48,595 - mmaction - INFO - Epoch [66][820/1253] lr: 2.548e-01, eta: 3 days, 8:13:32, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.3544, top5_acc: 0.6031, loss_cls: 2.9680, loss: 2.9680, grad_norm: 1.3686 2020-07-18 00:50:10,156 - mmaction - INFO - Epoch [66][840/1253] lr: 2.548e-01, eta: 3 days, 8:12:15, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.3440, top5_acc: 0.6047, loss_cls: 2.9816, loss: 2.9816, grad_norm: 1.3858 2020-07-18 00:50:31,723 - mmaction - INFO - Epoch [66][860/1253] lr: 2.548e-01, eta: 3 days, 8:10:59, time: 1.080, data_time: 0.004, memory: 9059, top1_acc: 0.3453, top5_acc: 0.5951, loss_cls: 3.0166, loss: 3.0166, grad_norm: 1.3826 2020-07-18 00:50:53,418 - mmaction - INFO - Epoch [66][880/1253] lr: 2.548e-01, eta: 3 days, 8:09:39, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3503, top5_acc: 0.6042, loss_cls: 2.9404, loss: 2.9404, grad_norm: 1.3482 2020-07-18 00:51:15,420 - mmaction - INFO - Epoch [66][900/1253] lr: 2.548e-01, eta: 3 days, 8:08:39, time: 1.119, data_time: 0.026, memory: 9059, top1_acc: 0.3414, top5_acc: 0.5906, loss_cls: 3.0653, loss: 3.0653, grad_norm: 1.4147 2020-07-18 00:51:36,630 - mmaction - INFO - Epoch [66][920/1253] lr: 2.548e-01, eta: 3 days, 8:07:16, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.3271, top5_acc: 0.5854, loss_cls: 3.0478, loss: 3.0478, grad_norm: 1.3858 2020-07-18 00:51:58,353 - mmaction - INFO - Epoch [66][940/1253] lr: 2.548e-01, eta: 3 days, 8:06:03, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.3430, top5_acc: 0.5901, loss_cls: 3.0444, loss: 3.0444, grad_norm: 1.4068 2020-07-18 00:52:19,671 - mmaction - INFO - Epoch [66][960/1253] lr: 2.548e-01, eta: 3 days, 8:04:43, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3438, top5_acc: 0.5875, loss_cls: 3.0255, loss: 3.0255, grad_norm: 1.3939 2020-07-18 00:52:40,982 - mmaction - INFO - Epoch [66][980/1253] lr: 2.548e-01, eta: 3 days, 8:03:23, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3372, top5_acc: 0.5885, loss_cls: 3.0516, loss: 3.0516, grad_norm: 1.3797 2020-07-18 00:53:02,187 - mmaction - INFO - Epoch [66][1000/1253] lr: 2.548e-01, eta: 3 days, 8:01:59, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.3445, top5_acc: 0.5802, loss_cls: 3.0496, loss: 3.0496, grad_norm: 1.3684 2020-07-18 00:53:23,956 - mmaction - INFO - Epoch [66][1020/1253] lr: 2.548e-01, eta: 3 days, 8:00:50, time: 1.092, data_time: 0.005, memory: 9059, top1_acc: 0.3424, top5_acc: 0.6034, loss_cls: 2.9655, loss: 2.9655, grad_norm: 1.4002 2020-07-18 00:53:45,249 - mmaction - INFO - Epoch [66][1040/1253] lr: 2.548e-01, eta: 3 days, 7:59:30, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3253, top5_acc: 0.5794, loss_cls: 3.0909, loss: 3.0909, grad_norm: 1.3873 2020-07-18 00:54:06,816 - mmaction - INFO - Epoch [66][1060/1253] lr: 2.548e-01, eta: 3 days, 7:58:16, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.3479, top5_acc: 0.5888, loss_cls: 2.9951, loss: 2.9951, grad_norm: 1.3886 2020-07-18 00:54:28,784 - mmaction - INFO - Epoch [66][1080/1253] lr: 2.548e-01, eta: 3 days, 7:57:09, time: 1.098, data_time: 0.002, memory: 9059, top1_acc: 0.3466, top5_acc: 0.5964, loss_cls: 3.0195, loss: 3.0195, grad_norm: 1.3817 2020-07-18 00:54:49,912 - mmaction - INFO - Epoch [66][1100/1253] lr: 2.548e-01, eta: 3 days, 7:55:46, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.3508, top5_acc: 0.6130, loss_cls: 2.9580, loss: 2.9580, grad_norm: 1.3888 2020-07-18 00:55:11,195 - mmaction - INFO - Epoch [66][1120/1253] lr: 2.548e-01, eta: 3 days, 7:54:27, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3398, top5_acc: 0.5932, loss_cls: 2.9837, loss: 2.9837, grad_norm: 1.3619 2020-07-18 00:55:32,568 - mmaction - INFO - Epoch [66][1140/1253] lr: 2.548e-01, eta: 3 days, 7:53:10, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3456, top5_acc: 0.5974, loss_cls: 2.9777, loss: 2.9777, grad_norm: 1.3850 2020-07-18 00:55:53,888 - mmaction - INFO - Epoch [66][1160/1253] lr: 2.548e-01, eta: 3 days, 7:51:51, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3409, top5_acc: 0.5990, loss_cls: 2.9749, loss: 2.9749, grad_norm: 1.3981 2020-07-18 00:56:15,432 - mmaction - INFO - Epoch [66][1180/1253] lr: 2.548e-01, eta: 3 days, 7:50:38, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.3286, top5_acc: 0.5898, loss_cls: 3.0302, loss: 3.0302, grad_norm: 1.3786 2020-07-18 00:56:36,652 - mmaction - INFO - Epoch [66][1200/1253] lr: 2.548e-01, eta: 3 days, 7:49:17, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3328, top5_acc: 0.5870, loss_cls: 3.0451, loss: 3.0451, grad_norm: 1.4173 2020-07-18 00:56:58,054 - mmaction - INFO - Epoch [66][1220/1253] lr: 2.548e-01, eta: 3 days, 7:48:01, time: 1.071, data_time: 0.003, memory: 9059, top1_acc: 0.3341, top5_acc: 0.6018, loss_cls: 3.0408, loss: 3.0408, grad_norm: 1.3842 2020-07-18 00:57:20,077 - mmaction - INFO - Epoch [66][1240/1253] lr: 2.548e-01, eta: 3 days, 7:46:57, time: 1.101, data_time: 0.002, memory: 9059, top1_acc: 0.3417, top5_acc: 0.5810, loss_cls: 3.0750, loss: 3.0750, grad_norm: 1.3916 2020-07-18 01:00:57,275 - mmaction - INFO - Epoch [67][20/1253] lr: 2.534e-01, eta: 3 days, 8:36:10, time: 9.879, data_time: 8.505, memory: 9059, top1_acc: 0.3406, top5_acc: 0.5917, loss_cls: 3.0355, loss: 3.0355, grad_norm: 1.3751 2020-07-18 01:01:18,556 - mmaction - INFO - Epoch [67][40/1253] lr: 2.534e-01, eta: 3 days, 8:34:49, time: 1.070, data_time: 0.010, memory: 9059, top1_acc: 0.3471, top5_acc: 0.5974, loss_cls: 3.0161, loss: 3.0161, grad_norm: 1.3936 2020-07-18 01:01:39,849 - mmaction - INFO - Epoch [67][60/1253] lr: 2.534e-01, eta: 3 days, 8:33:26, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3544, top5_acc: 0.6016, loss_cls: 2.9572, loss: 2.9572, grad_norm: 1.3830 2020-07-18 01:02:01,018 - mmaction - INFO - Epoch [67][80/1253] lr: 2.534e-01, eta: 3 days, 8:32:02, time: 1.059, data_time: 0.003, memory: 9059, top1_acc: 0.3544, top5_acc: 0.5956, loss_cls: 2.9376, loss: 2.9376, grad_norm: 1.3841 2020-07-18 01:02:22,404 - mmaction - INFO - Epoch [67][100/1253] lr: 2.534e-01, eta: 3 days, 8:30:41, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3383, top5_acc: 0.5885, loss_cls: 3.0206, loss: 3.0206, grad_norm: 1.4042 2020-07-18 01:02:44,291 - mmaction - INFO - Epoch [67][120/1253] lr: 2.534e-01, eta: 3 days, 8:29:30, time: 1.094, data_time: 0.002, memory: 9059, top1_acc: 0.3424, top5_acc: 0.5958, loss_cls: 2.9948, loss: 2.9948, grad_norm: 1.4143 2020-07-18 01:03:06,147 - mmaction - INFO - Epoch [67][140/1253] lr: 2.534e-01, eta: 3 days, 8:28:19, time: 1.092, data_time: 0.002, memory: 9059, top1_acc: 0.3380, top5_acc: 0.5961, loss_cls: 3.0146, loss: 3.0146, grad_norm: 1.3924 2020-07-18 01:03:27,475 - mmaction - INFO - Epoch [67][160/1253] lr: 2.534e-01, eta: 3 days, 8:26:58, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.3375, top5_acc: 0.5891, loss_cls: 3.0227, loss: 3.0227, grad_norm: 1.3904 2020-07-18 01:03:49,194 - mmaction - INFO - Epoch [67][180/1253] lr: 2.534e-01, eta: 3 days, 8:25:44, time: 1.085, data_time: 0.001, memory: 9059, top1_acc: 0.3359, top5_acc: 0.5940, loss_cls: 3.0357, loss: 3.0357, grad_norm: 1.3818 2020-07-18 01:04:10,396 - mmaction - INFO - Epoch [67][200/1253] lr: 2.534e-01, eta: 3 days, 8:24:21, time: 1.060, data_time: 0.003, memory: 9059, top1_acc: 0.3365, top5_acc: 0.5974, loss_cls: 3.0129, loss: 3.0129, grad_norm: 1.3530 2020-07-18 01:04:31,670 - mmaction - INFO - Epoch [67][220/1253] lr: 2.534e-01, eta: 3 days, 8:23:00, time: 1.065, data_time: 0.004, memory: 9059, top1_acc: 0.3536, top5_acc: 0.6060, loss_cls: 2.9309, loss: 2.9309, grad_norm: 1.3717 2020-07-18 01:04:53,025 - mmaction - INFO - Epoch [67][240/1253] lr: 2.534e-01, eta: 3 days, 8:21:40, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3518, top5_acc: 0.6018, loss_cls: 2.9766, loss: 2.9766, grad_norm: 1.3960 2020-07-18 01:05:14,300 - mmaction - INFO - Epoch [67][260/1253] lr: 2.534e-01, eta: 3 days, 8:20:19, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3469, top5_acc: 0.6036, loss_cls: 2.9768, loss: 2.9768, grad_norm: 1.3673 2020-07-18 01:05:35,538 - mmaction - INFO - Epoch [67][280/1253] lr: 2.534e-01, eta: 3 days, 8:18:57, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.3609, top5_acc: 0.6182, loss_cls: 2.9084, loss: 2.9084, grad_norm: 1.4090 2020-07-18 01:05:57,635 - mmaction - INFO - Epoch [67][300/1253] lr: 2.534e-01, eta: 3 days, 8:17:52, time: 1.105, data_time: 0.002, memory: 9059, top1_acc: 0.3510, top5_acc: 0.6044, loss_cls: 2.9771, loss: 2.9771, grad_norm: 1.3858 2020-07-18 01:06:18,998 - mmaction - INFO - Epoch [67][320/1253] lr: 2.534e-01, eta: 3 days, 8:16:33, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3370, top5_acc: 0.5792, loss_cls: 3.0843, loss: 3.0843, grad_norm: 1.4059 2020-07-18 01:06:40,610 - mmaction - INFO - Epoch [67][340/1253] lr: 2.534e-01, eta: 3 days, 8:15:19, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.3341, top5_acc: 0.5924, loss_cls: 3.0128, loss: 3.0128, grad_norm: 1.3779 2020-07-18 01:07:01,830 - mmaction - INFO - Epoch [67][360/1253] lr: 2.534e-01, eta: 3 days, 8:13:57, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3409, top5_acc: 0.5924, loss_cls: 3.0199, loss: 3.0199, grad_norm: 1.4109 2020-07-18 01:07:29,035 - mmaction - INFO - Epoch [67][380/1253] lr: 2.534e-01, eta: 3 days, 8:14:27, time: 1.361, data_time: 0.008, memory: 9059, top1_acc: 0.3372, top5_acc: 0.5833, loss_cls: 3.0426, loss: 3.0426, grad_norm: 1.3701 2020-07-18 01:07:50,506 - mmaction - INFO - Epoch [67][400/1253] lr: 2.534e-01, eta: 3 days, 8:13:10, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.3422, top5_acc: 0.6076, loss_cls: 2.9621, loss: 2.9621, grad_norm: 1.3698 2020-07-18 01:08:11,796 - mmaction - INFO - Epoch [67][420/1253] lr: 2.534e-01, eta: 3 days, 8:11:51, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3495, top5_acc: 0.6029, loss_cls: 2.9753, loss: 2.9753, grad_norm: 1.4137 2020-07-18 01:08:33,049 - mmaction - INFO - Epoch [67][440/1253] lr: 2.534e-01, eta: 3 days, 8:10:31, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3333, top5_acc: 0.5911, loss_cls: 3.0176, loss: 3.0176, grad_norm: 1.3707 2020-07-18 01:08:54,558 - mmaction - INFO - Epoch [67][460/1253] lr: 2.534e-01, eta: 3 days, 8:09:16, time: 1.076, data_time: 0.001, memory: 9059, top1_acc: 0.3456, top5_acc: 0.6078, loss_cls: 2.9087, loss: 2.9087, grad_norm: 1.3710 2020-07-18 01:09:15,716 - mmaction - INFO - Epoch [67][480/1253] lr: 2.534e-01, eta: 3 days, 8:07:54, time: 1.057, data_time: 0.001, memory: 9059, top1_acc: 0.3656, top5_acc: 0.6089, loss_cls: 2.9111, loss: 2.9111, grad_norm: 1.3759 2020-07-18 01:09:37,089 - mmaction - INFO - Epoch [67][500/1253] lr: 2.534e-01, eta: 3 days, 8:06:37, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3461, top5_acc: 0.5870, loss_cls: 3.0117, loss: 3.0117, grad_norm: 1.4035 2020-07-18 01:09:58,429 - mmaction - INFO - Epoch [67][520/1253] lr: 2.534e-01, eta: 3 days, 8:05:19, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3344, top5_acc: 0.5867, loss_cls: 3.0262, loss: 3.0262, grad_norm: 1.4141 2020-07-18 01:10:19,850 - mmaction - INFO - Epoch [67][540/1253] lr: 2.534e-01, eta: 3 days, 8:04:03, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3367, top5_acc: 0.5839, loss_cls: 3.0726, loss: 3.0726, grad_norm: 1.3789 2020-07-18 01:10:41,642 - mmaction - INFO - Epoch [67][560/1253] lr: 2.534e-01, eta: 3 days, 8:02:53, time: 1.088, data_time: 0.002, memory: 9059, top1_acc: 0.3349, top5_acc: 0.5958, loss_cls: 3.0072, loss: 3.0072, grad_norm: 1.3943 2020-07-18 01:11:02,908 - mmaction - INFO - Epoch [67][580/1253] lr: 2.534e-01, eta: 3 days, 8:01:35, time: 1.065, data_time: 0.005, memory: 9059, top1_acc: 0.3589, top5_acc: 0.6023, loss_cls: 3.0101, loss: 3.0101, grad_norm: 1.3688 2020-07-18 01:11:24,120 - mmaction - INFO - Epoch [67][600/1253] lr: 2.534e-01, eta: 3 days, 8:00:16, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3464, top5_acc: 0.5930, loss_cls: 2.9939, loss: 2.9939, grad_norm: 1.3926 2020-07-18 01:11:45,512 - mmaction - INFO - Epoch [67][620/1253] lr: 2.534e-01, eta: 3 days, 7:58:59, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.3271, top5_acc: 0.5867, loss_cls: 3.0637, loss: 3.0637, grad_norm: 1.3760 2020-07-18 01:12:08,084 - mmaction - INFO - Epoch [67][640/1253] lr: 2.534e-01, eta: 3 days, 7:58:05, time: 1.129, data_time: 0.002, memory: 9059, top1_acc: 0.3492, top5_acc: 0.6029, loss_cls: 3.0073, loss: 3.0073, grad_norm: 1.3893 2020-07-18 01:12:29,636 - mmaction - INFO - Epoch [67][660/1253] lr: 2.534e-01, eta: 3 days, 7:56:52, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.3362, top5_acc: 0.5948, loss_cls: 3.0255, loss: 3.0255, grad_norm: 1.3840 2020-07-18 01:12:50,885 - mmaction - INFO - Epoch [67][680/1253] lr: 2.534e-01, eta: 3 days, 7:55:34, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3495, top5_acc: 0.5906, loss_cls: 2.9768, loss: 2.9768, grad_norm: 1.3477 2020-07-18 01:13:15,717 - mmaction - INFO - Epoch [67][700/1253] lr: 2.534e-01, eta: 3 days, 7:55:20, time: 1.241, data_time: 0.002, memory: 9059, top1_acc: 0.3568, top5_acc: 0.6167, loss_cls: 2.9211, loss: 2.9211, grad_norm: 1.3645 2020-07-18 01:13:37,245 - mmaction - INFO - Epoch [67][720/1253] lr: 2.534e-01, eta: 3 days, 7:54:07, time: 1.077, data_time: 0.003, memory: 9059, top1_acc: 0.3432, top5_acc: 0.6016, loss_cls: 3.0000, loss: 3.0000, grad_norm: 1.3984 2020-07-18 01:13:58,609 - mmaction - INFO - Epoch [67][740/1253] lr: 2.534e-01, eta: 3 days, 7:52:52, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3393, top5_acc: 0.5833, loss_cls: 3.0557, loss: 3.0557, grad_norm: 1.3994 2020-07-18 01:14:19,963 - mmaction - INFO - Epoch [67][760/1253] lr: 2.534e-01, eta: 3 days, 7:51:36, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3388, top5_acc: 0.6047, loss_cls: 3.0087, loss: 3.0087, grad_norm: 1.3916 2020-07-18 01:14:41,766 - mmaction - INFO - Epoch [67][780/1253] lr: 2.534e-01, eta: 3 days, 7:50:28, time: 1.089, data_time: 0.003, memory: 9059, top1_acc: 0.3383, top5_acc: 0.5813, loss_cls: 3.0820, loss: 3.0820, grad_norm: 1.3752 2020-07-18 01:15:03,148 - mmaction - INFO - Epoch [67][800/1253] lr: 2.534e-01, eta: 3 days, 7:49:14, time: 1.071, data_time: 0.005, memory: 9059, top1_acc: 0.3326, top5_acc: 0.5904, loss_cls: 3.0077, loss: 3.0077, grad_norm: 1.3779 2020-07-18 01:15:24,556 - mmaction - INFO - Epoch [67][820/1253] lr: 2.534e-01, eta: 3 days, 7:48:00, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3354, top5_acc: 0.5867, loss_cls: 3.0486, loss: 3.0486, grad_norm: 1.4163 2020-07-18 01:15:45,930 - mmaction - INFO - Epoch [67][840/1253] lr: 2.534e-01, eta: 3 days, 7:46:45, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.3357, top5_acc: 0.5948, loss_cls: 3.0183, loss: 3.0183, grad_norm: 1.3917 2020-07-18 01:16:07,251 - mmaction - INFO - Epoch [67][860/1253] lr: 2.534e-01, eta: 3 days, 7:45:30, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3229, top5_acc: 0.5828, loss_cls: 3.0808, loss: 3.0808, grad_norm: 1.3749 2020-07-18 01:16:28,992 - mmaction - INFO - Epoch [67][880/1253] lr: 2.534e-01, eta: 3 days, 7:44:22, time: 1.087, data_time: 0.002, memory: 9059, top1_acc: 0.3497, top5_acc: 0.6000, loss_cls: 2.9562, loss: 2.9562, grad_norm: 1.3845 2020-07-18 01:16:50,449 - mmaction - INFO - Epoch [67][900/1253] lr: 2.534e-01, eta: 3 days, 7:43:08, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3362, top5_acc: 0.5891, loss_cls: 3.0232, loss: 3.0232, grad_norm: 1.3843 2020-07-18 01:17:11,808 - mmaction - INFO - Epoch [67][920/1253] lr: 2.534e-01, eta: 3 days, 7:41:55, time: 1.069, data_time: 0.004, memory: 9059, top1_acc: 0.3510, top5_acc: 0.6047, loss_cls: 2.9597, loss: 2.9597, grad_norm: 1.3890 2020-07-18 01:17:33,373 - mmaction - INFO - Epoch [67][940/1253] lr: 2.534e-01, eta: 3 days, 7:40:44, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.3393, top5_acc: 0.6000, loss_cls: 3.0196, loss: 3.0196, grad_norm: 1.3846 2020-07-18 01:17:54,798 - mmaction - INFO - Epoch [67][960/1253] lr: 2.534e-01, eta: 3 days, 7:39:31, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3534, top5_acc: 0.5997, loss_cls: 2.9734, loss: 2.9734, grad_norm: 1.3716 2020-07-18 01:18:16,292 - mmaction - INFO - Epoch [67][980/1253] lr: 2.534e-01, eta: 3 days, 7:38:19, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.3383, top5_acc: 0.5898, loss_cls: 3.0270, loss: 3.0270, grad_norm: 1.3921 2020-07-18 01:18:37,675 - mmaction - INFO - Epoch [67][1000/1253] lr: 2.534e-01, eta: 3 days, 7:37:06, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.3536, top5_acc: 0.6135, loss_cls: 2.9276, loss: 2.9276, grad_norm: 1.3801 2020-07-18 01:18:59,287 - mmaction - INFO - Epoch [67][1020/1253] lr: 2.534e-01, eta: 3 days, 7:35:57, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.3435, top5_acc: 0.5940, loss_cls: 3.0156, loss: 3.0156, grad_norm: 1.3973 2020-07-18 01:19:20,735 - mmaction - INFO - Epoch [67][1040/1253] lr: 2.534e-01, eta: 3 days, 7:34:46, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3464, top5_acc: 0.5924, loss_cls: 3.0383, loss: 3.0383, grad_norm: 1.3591 2020-07-18 01:19:42,154 - mmaction - INFO - Epoch [67][1060/1253] lr: 2.534e-01, eta: 3 days, 7:33:33, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3326, top5_acc: 0.5727, loss_cls: 3.0925, loss: 3.0925, grad_norm: 1.3695 2020-07-18 01:20:03,671 - mmaction - INFO - Epoch [67][1080/1253] lr: 2.534e-01, eta: 3 days, 7:32:23, time: 1.076, data_time: 0.003, memory: 9059, top1_acc: 0.3508, top5_acc: 0.6021, loss_cls: 3.0180, loss: 3.0180, grad_norm: 1.3669 2020-07-18 01:20:25,020 - mmaction - INFO - Epoch [67][1100/1253] lr: 2.534e-01, eta: 3 days, 7:31:10, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.3521, top5_acc: 0.6065, loss_cls: 2.9662, loss: 2.9662, grad_norm: 1.3406 2020-07-18 01:20:46,534 - mmaction - INFO - Epoch [67][1120/1253] lr: 2.534e-01, eta: 3 days, 7:30:00, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.3523, top5_acc: 0.6060, loss_cls: 2.9772, loss: 2.9772, grad_norm: 1.3860 2020-07-18 01:21:08,015 - mmaction - INFO - Epoch [67][1140/1253] lr: 2.534e-01, eta: 3 days, 7:28:49, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.3448, top5_acc: 0.6016, loss_cls: 2.9761, loss: 2.9761, grad_norm: 1.3991 2020-07-18 01:21:29,706 - mmaction - INFO - Epoch [67][1160/1253] lr: 2.534e-01, eta: 3 days, 7:27:42, time: 1.084, data_time: 0.003, memory: 9059, top1_acc: 0.3544, top5_acc: 0.5974, loss_cls: 2.9871, loss: 2.9871, grad_norm: 1.3883 2020-07-18 01:21:51,065 - mmaction - INFO - Epoch [67][1180/1253] lr: 2.534e-01, eta: 3 days, 7:26:30, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3370, top5_acc: 0.5977, loss_cls: 3.0359, loss: 3.0359, grad_norm: 1.3891 2020-07-18 01:22:12,355 - mmaction - INFO - Epoch [67][1200/1253] lr: 2.534e-01, eta: 3 days, 7:25:16, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.3396, top5_acc: 0.5956, loss_cls: 3.0454, loss: 3.0454, grad_norm: 1.4202 2020-07-18 01:22:33,696 - mmaction - INFO - Epoch [67][1220/1253] lr: 2.534e-01, eta: 3 days, 7:24:05, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3263, top5_acc: 0.5815, loss_cls: 3.0572, loss: 3.0572, grad_norm: 1.3733 2020-07-18 01:22:55,062 - mmaction - INFO - Epoch [67][1240/1253] lr: 2.534e-01, eta: 3 days, 7:22:52, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.3443, top5_acc: 0.6021, loss_cls: 2.9909, loss: 2.9909, grad_norm: 1.3759 2020-07-18 01:26:27,076 - mmaction - INFO - Epoch [68][20/1253] lr: 2.521e-01, eta: 3 days, 8:05:17, time: 9.524, data_time: 8.345, memory: 9059, top1_acc: 0.3258, top5_acc: 0.5805, loss_cls: 3.0606, loss: 3.0606, grad_norm: 1.3771 2020-07-18 01:26:48,413 - mmaction - INFO - Epoch [68][40/1253] lr: 2.521e-01, eta: 3 days, 8:04:01, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3422, top5_acc: 0.5997, loss_cls: 2.9916, loss: 2.9916, grad_norm: 1.3799 2020-07-18 01:27:09,721 - mmaction - INFO - Epoch [68][60/1253] lr: 2.521e-01, eta: 3 days, 8:02:45, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.3461, top5_acc: 0.5958, loss_cls: 2.9758, loss: 2.9758, grad_norm: 1.3602 2020-07-18 01:27:31,356 - mmaction - INFO - Epoch [68][80/1253] lr: 2.521e-01, eta: 3 days, 8:01:34, time: 1.082, data_time: 0.002, memory: 9059, top1_acc: 0.3497, top5_acc: 0.6031, loss_cls: 2.9552, loss: 2.9552, grad_norm: 1.3606 2020-07-18 01:27:52,703 - mmaction - INFO - Epoch [68][100/1253] lr: 2.521e-01, eta: 3 days, 8:00:19, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3539, top5_acc: 0.6081, loss_cls: 2.9435, loss: 2.9435, grad_norm: 1.3718 2020-07-18 01:28:14,022 - mmaction - INFO - Epoch [68][120/1253] lr: 2.521e-01, eta: 3 days, 7:59:03, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3531, top5_acc: 0.6091, loss_cls: 2.9496, loss: 2.9496, grad_norm: 1.3740 2020-07-18 01:28:37,321 - mmaction - INFO - Epoch [68][140/1253] lr: 2.521e-01, eta: 3 days, 7:58:21, time: 1.164, data_time: 0.001, memory: 9059, top1_acc: 0.3422, top5_acc: 0.6049, loss_cls: 2.9904, loss: 2.9904, grad_norm: 1.4177 2020-07-18 01:28:58,631 - mmaction - INFO - Epoch [68][160/1253] lr: 2.521e-01, eta: 3 days, 7:57:06, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3521, top5_acc: 0.5982, loss_cls: 2.9809, loss: 2.9809, grad_norm: 1.3665 2020-07-18 01:29:20,049 - mmaction - INFO - Epoch [68][180/1253] lr: 2.521e-01, eta: 3 days, 7:55:53, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3406, top5_acc: 0.5951, loss_cls: 3.0158, loss: 3.0158, grad_norm: 1.3994 2020-07-18 01:29:41,439 - mmaction - INFO - Epoch [68][200/1253] lr: 2.521e-01, eta: 3 days, 7:54:39, time: 1.070, data_time: 0.001, memory: 9059, top1_acc: 0.3409, top5_acc: 0.5841, loss_cls: 3.0522, loss: 3.0522, grad_norm: 1.3843 2020-07-18 01:30:02,909 - mmaction - INFO - Epoch [68][220/1253] lr: 2.521e-01, eta: 3 days, 7:53:26, time: 1.072, data_time: 0.001, memory: 9059, top1_acc: 0.3487, top5_acc: 0.6042, loss_cls: 2.9590, loss: 2.9590, grad_norm: 1.3778 2020-07-18 01:30:25,241 - mmaction - INFO - Epoch [68][240/1253] lr: 2.521e-01, eta: 3 days, 7:52:29, time: 1.118, data_time: 0.003, memory: 9059, top1_acc: 0.3495, top5_acc: 0.6039, loss_cls: 2.9420, loss: 2.9420, grad_norm: 1.3760 2020-07-18 01:30:46,582 - mmaction - INFO - Epoch [68][260/1253] lr: 2.521e-01, eta: 3 days, 7:51:14, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.3458, top5_acc: 0.5979, loss_cls: 3.0168, loss: 3.0168, grad_norm: 1.4175 2020-07-18 01:31:07,891 - mmaction - INFO - Epoch [68][280/1253] lr: 2.521e-01, eta: 3 days, 7:49:59, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3474, top5_acc: 0.5992, loss_cls: 2.9866, loss: 2.9866, grad_norm: 1.3679 2020-07-18 01:31:29,087 - mmaction - INFO - Epoch [68][300/1253] lr: 2.521e-01, eta: 3 days, 7:48:43, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3419, top5_acc: 0.5898, loss_cls: 2.9998, loss: 2.9998, grad_norm: 1.4169 2020-07-18 01:31:50,522 - mmaction - INFO - Epoch [68][320/1253] lr: 2.521e-01, eta: 3 days, 7:47:31, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3497, top5_acc: 0.5982, loss_cls: 2.9857, loss: 2.9857, grad_norm: 1.3853 2020-07-18 01:32:11,971 - mmaction - INFO - Epoch [68][340/1253] lr: 2.521e-01, eta: 3 days, 7:46:19, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3521, top5_acc: 0.6060, loss_cls: 2.9976, loss: 2.9976, grad_norm: 1.3651 2020-07-18 01:32:33,294 - mmaction - INFO - Epoch [68][360/1253] lr: 2.521e-01, eta: 3 days, 7:45:05, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.3471, top5_acc: 0.6070, loss_cls: 2.9737, loss: 2.9737, grad_norm: 1.3831 2020-07-18 01:32:54,638 - mmaction - INFO - Epoch [68][380/1253] lr: 2.521e-01, eta: 3 days, 7:43:51, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3427, top5_acc: 0.5901, loss_cls: 3.0167, loss: 3.0167, grad_norm: 1.3931 2020-07-18 01:33:16,197 - mmaction - INFO - Epoch [68][400/1253] lr: 2.521e-01, eta: 3 days, 7:42:42, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.3445, top5_acc: 0.5938, loss_cls: 3.0346, loss: 3.0346, grad_norm: 1.3923 2020-07-18 01:33:37,750 - mmaction - INFO - Epoch [68][420/1253] lr: 2.521e-01, eta: 3 days, 7:41:32, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.3453, top5_acc: 0.6107, loss_cls: 2.9707, loss: 2.9707, grad_norm: 1.3847 2020-07-18 01:33:59,112 - mmaction - INFO - Epoch [68][440/1253] lr: 2.521e-01, eta: 3 days, 7:40:19, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3365, top5_acc: 0.5943, loss_cls: 3.0092, loss: 3.0092, grad_norm: 1.3960 2020-07-18 01:34:20,428 - mmaction - INFO - Epoch [68][460/1253] lr: 2.521e-01, eta: 3 days, 7:39:06, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3383, top5_acc: 0.5951, loss_cls: 3.0486, loss: 3.0486, grad_norm: 1.3755 2020-07-18 01:34:42,088 - mmaction - INFO - Epoch [68][480/1253] lr: 2.521e-01, eta: 3 days, 7:37:59, time: 1.083, data_time: 0.002, memory: 9059, top1_acc: 0.3357, top5_acc: 0.6096, loss_cls: 2.9788, loss: 2.9788, grad_norm: 1.3968 2020-07-18 01:35:03,399 - mmaction - INFO - Epoch [68][500/1253] lr: 2.521e-01, eta: 3 days, 7:36:46, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3497, top5_acc: 0.6005, loss_cls: 2.9845, loss: 2.9845, grad_norm: 1.3758 2020-07-18 01:35:24,795 - mmaction - INFO - Epoch [68][520/1253] lr: 2.521e-01, eta: 3 days, 7:35:34, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3453, top5_acc: 0.5995, loss_cls: 3.0119, loss: 3.0119, grad_norm: 1.3881 2020-07-18 01:35:46,232 - mmaction - INFO - Epoch [68][540/1253] lr: 2.521e-01, eta: 3 days, 7:34:24, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3565, top5_acc: 0.5992, loss_cls: 2.9732, loss: 2.9732, grad_norm: 1.4061 2020-07-18 01:36:07,427 - mmaction - INFO - Epoch [68][560/1253] lr: 2.521e-01, eta: 3 days, 7:33:09, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3362, top5_acc: 0.5807, loss_cls: 3.0731, loss: 3.0731, grad_norm: 1.3940 2020-07-18 01:36:28,724 - mmaction - INFO - Epoch [68][580/1253] lr: 2.521e-01, eta: 3 days, 7:31:56, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3430, top5_acc: 0.5927, loss_cls: 3.0187, loss: 3.0187, grad_norm: 1.4078 2020-07-18 01:36:50,177 - mmaction - INFO - Epoch [68][600/1253] lr: 2.521e-01, eta: 3 days, 7:30:46, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3560, top5_acc: 0.6021, loss_cls: 2.9583, loss: 2.9583, grad_norm: 1.3822 2020-07-18 01:37:11,602 - mmaction - INFO - Epoch [68][620/1253] lr: 2.521e-01, eta: 3 days, 7:29:36, time: 1.071, data_time: 0.005, memory: 9059, top1_acc: 0.3391, top5_acc: 0.5878, loss_cls: 3.0261, loss: 3.0261, grad_norm: 1.3966 2020-07-18 01:37:32,887 - mmaction - INFO - Epoch [68][640/1253] lr: 2.521e-01, eta: 3 days, 7:28:24, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3549, top5_acc: 0.6039, loss_cls: 2.9613, loss: 2.9613, grad_norm: 1.3711 2020-07-18 01:37:54,363 - mmaction - INFO - Epoch [68][660/1253] lr: 2.521e-01, eta: 3 days, 7:27:15, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.3422, top5_acc: 0.5888, loss_cls: 3.0069, loss: 3.0069, grad_norm: 1.3919 2020-07-18 01:38:15,695 - mmaction - INFO - Epoch [68][680/1253] lr: 2.521e-01, eta: 3 days, 7:26:03, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.3516, top5_acc: 0.6109, loss_cls: 2.9463, loss: 2.9463, grad_norm: 1.3747 2020-07-18 01:38:36,949 - mmaction - INFO - Epoch [68][700/1253] lr: 2.521e-01, eta: 3 days, 7:24:50, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3490, top5_acc: 0.6060, loss_cls: 2.9809, loss: 2.9809, grad_norm: 1.3893 2020-07-18 01:38:58,529 - mmaction - INFO - Epoch [68][720/1253] lr: 2.521e-01, eta: 3 days, 7:23:43, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.3508, top5_acc: 0.5943, loss_cls: 3.0053, loss: 3.0053, grad_norm: 1.3591 2020-07-18 01:39:19,815 - mmaction - INFO - Epoch [68][740/1253] lr: 2.521e-01, eta: 3 days, 7:22:31, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3547, top5_acc: 0.6039, loss_cls: 2.9740, loss: 2.9740, grad_norm: 1.3941 2020-07-18 01:39:41,336 - mmaction - INFO - Epoch [68][760/1253] lr: 2.521e-01, eta: 3 days, 7:21:23, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.3385, top5_acc: 0.5932, loss_cls: 3.0231, loss: 3.0231, grad_norm: 1.3956 2020-07-18 01:40:02,537 - mmaction - INFO - Epoch [68][780/1253] lr: 2.521e-01, eta: 3 days, 7:20:10, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3393, top5_acc: 0.5807, loss_cls: 3.0555, loss: 3.0555, grad_norm: 1.3728 2020-07-18 01:40:23,852 - mmaction - INFO - Epoch [68][800/1253] lr: 2.521e-01, eta: 3 days, 7:19:00, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3385, top5_acc: 0.5927, loss_cls: 3.0318, loss: 3.0318, grad_norm: 1.3550 2020-07-18 01:40:45,253 - mmaction - INFO - Epoch [68][820/1253] lr: 2.521e-01, eta: 3 days, 7:17:50, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3372, top5_acc: 0.5961, loss_cls: 3.0542, loss: 3.0542, grad_norm: 1.3913 2020-07-18 01:41:06,514 - mmaction - INFO - Epoch [68][840/1253] lr: 2.521e-01, eta: 3 days, 7:16:39, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3549, top5_acc: 0.6052, loss_cls: 2.9362, loss: 2.9362, grad_norm: 1.3963 2020-07-18 01:41:27,966 - mmaction - INFO - Epoch [68][860/1253] lr: 2.521e-01, eta: 3 days, 7:15:31, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3286, top5_acc: 0.5901, loss_cls: 3.0889, loss: 3.0889, grad_norm: 1.4076 2020-07-18 01:41:49,361 - mmaction - INFO - Epoch [68][880/1253] lr: 2.521e-01, eta: 3 days, 7:14:22, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3477, top5_acc: 0.5982, loss_cls: 2.9893, loss: 2.9893, grad_norm: 1.3975 2020-07-18 01:42:10,568 - mmaction - INFO - Epoch [68][900/1253] lr: 2.521e-01, eta: 3 days, 7:13:10, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.3596, top5_acc: 0.6154, loss_cls: 2.9190, loss: 2.9190, grad_norm: 1.3883 2020-07-18 01:42:32,072 - mmaction - INFO - Epoch [68][920/1253] lr: 2.521e-01, eta: 3 days, 7:12:02, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.3443, top5_acc: 0.5802, loss_cls: 3.0250, loss: 3.0250, grad_norm: 1.3890 2020-07-18 01:42:53,448 - mmaction - INFO - Epoch [68][940/1253] lr: 2.521e-01, eta: 3 days, 7:10:53, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3583, top5_acc: 0.6055, loss_cls: 2.9341, loss: 2.9341, grad_norm: 1.4025 2020-07-18 01:43:14,731 - mmaction - INFO - Epoch [68][960/1253] lr: 2.521e-01, eta: 3 days, 7:09:43, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.3443, top5_acc: 0.5909, loss_cls: 3.0401, loss: 3.0401, grad_norm: 1.4007 2020-07-18 01:43:36,093 - mmaction - INFO - Epoch [68][980/1253] lr: 2.521e-01, eta: 3 days, 7:08:34, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3362, top5_acc: 0.6003, loss_cls: 2.9991, loss: 2.9991, grad_norm: 1.3905 2020-07-18 01:43:57,544 - mmaction - INFO - Epoch [68][1000/1253] lr: 2.521e-01, eta: 3 days, 7:07:27, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3346, top5_acc: 0.5896, loss_cls: 3.0202, loss: 3.0202, grad_norm: 1.3638 2020-07-18 01:44:18,764 - mmaction - INFO - Epoch [68][1020/1253] lr: 2.521e-01, eta: 3 days, 7:06:16, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3401, top5_acc: 0.5948, loss_cls: 2.9954, loss: 2.9954, grad_norm: 1.3736 2020-07-18 01:44:40,457 - mmaction - INFO - Epoch [68][1040/1253] lr: 2.521e-01, eta: 3 days, 7:05:12, time: 1.085, data_time: 0.002, memory: 9059, top1_acc: 0.3490, top5_acc: 0.5974, loss_cls: 2.9941, loss: 2.9941, grad_norm: 1.3964 2020-07-18 01:45:01,774 - mmaction - INFO - Epoch [68][1060/1253] lr: 2.521e-01, eta: 3 days, 7:04:03, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3375, top5_acc: 0.5930, loss_cls: 3.0243, loss: 3.0243, grad_norm: 1.3614 2020-07-18 01:45:23,110 - mmaction - INFO - Epoch [68][1080/1253] lr: 2.521e-01, eta: 3 days, 7:02:55, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3305, top5_acc: 0.5802, loss_cls: 3.0708, loss: 3.0708, grad_norm: 1.3858 2020-07-18 01:45:44,715 - mmaction - INFO - Epoch [68][1100/1253] lr: 2.521e-01, eta: 3 days, 7:01:50, time: 1.079, data_time: 0.001, memory: 9059, top1_acc: 0.3284, top5_acc: 0.5815, loss_cls: 3.0601, loss: 3.0601, grad_norm: 1.3877 2020-07-18 01:46:06,087 - mmaction - INFO - Epoch [68][1120/1253] lr: 2.521e-01, eta: 3 days, 7:00:42, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3422, top5_acc: 0.6091, loss_cls: 2.9592, loss: 2.9592, grad_norm: 1.3703 2020-07-18 01:46:27,413 - mmaction - INFO - Epoch [68][1140/1253] lr: 2.521e-01, eta: 3 days, 6:59:34, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3529, top5_acc: 0.6063, loss_cls: 2.9564, loss: 2.9564, grad_norm: 1.3768 2020-07-18 01:46:48,551 - mmaction - INFO - Epoch [68][1160/1253] lr: 2.521e-01, eta: 3 days, 6:58:23, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.3521, top5_acc: 0.6016, loss_cls: 2.9745, loss: 2.9745, grad_norm: 1.3821 2020-07-18 01:47:10,040 - mmaction - INFO - Epoch [68][1180/1253] lr: 2.521e-01, eta: 3 days, 6:57:16, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3391, top5_acc: 0.5974, loss_cls: 2.9797, loss: 2.9797, grad_norm: 1.4169 2020-07-18 01:47:31,476 - mmaction - INFO - Epoch [68][1200/1253] lr: 2.521e-01, eta: 3 days, 6:56:10, time: 1.074, data_time: 0.004, memory: 9059, top1_acc: 0.3370, top5_acc: 0.5992, loss_cls: 3.0011, loss: 3.0011, grad_norm: 1.3976 2020-07-18 01:47:52,836 - mmaction - INFO - Epoch [68][1220/1253] lr: 2.521e-01, eta: 3 days, 6:55:02, time: 1.067, data_time: 0.004, memory: 9059, top1_acc: 0.3552, top5_acc: 0.5992, loss_cls: 2.9847, loss: 2.9847, grad_norm: 1.4167 2020-07-18 01:48:14,160 - mmaction - INFO - Epoch [68][1240/1253] lr: 2.521e-01, eta: 3 days, 6:53:55, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.3393, top5_acc: 0.5862, loss_cls: 3.0670, loss: 3.0670, grad_norm: 1.3753 2020-07-18 01:48:34,906 - mmaction - INFO - Saving checkpoint at 68 epochs 2020-07-18 01:51:42,825 - mmaction - INFO - Epoch [69][20/1253] lr: 2.507e-01, eta: 3 days, 7:31:01, time: 9.232, data_time: 7.901, memory: 9059, top1_acc: 0.3505, top5_acc: 0.5966, loss_cls: 2.9792, loss: 2.9792, grad_norm: 1.3810 2020-07-18 01:52:04,265 - mmaction - INFO - Epoch [69][40/1253] lr: 2.507e-01, eta: 3 days, 7:29:52, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3602, top5_acc: 0.6091, loss_cls: 2.9249, loss: 2.9249, grad_norm: 1.3735 2020-07-18 01:52:25,594 - mmaction - INFO - Epoch [69][60/1253] lr: 2.507e-01, eta: 3 days, 7:28:41, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3484, top5_acc: 0.6042, loss_cls: 2.9691, loss: 2.9691, grad_norm: 1.3991 2020-07-18 01:52:46,983 - mmaction - INFO - Epoch [69][80/1253] lr: 2.507e-01, eta: 3 days, 7:27:32, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3513, top5_acc: 0.5969, loss_cls: 2.9817, loss: 2.9817, grad_norm: 1.3736 2020-07-18 01:53:08,677 - mmaction - INFO - Epoch [69][100/1253] lr: 2.507e-01, eta: 3 days, 7:26:27, time: 1.084, data_time: 0.002, memory: 9059, top1_acc: 0.3484, top5_acc: 0.6117, loss_cls: 2.9447, loss: 2.9447, grad_norm: 1.3987 2020-07-18 01:53:30,109 - mmaction - INFO - Epoch [69][120/1253] lr: 2.507e-01, eta: 3 days, 7:25:18, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3440, top5_acc: 0.5945, loss_cls: 3.0140, loss: 3.0140, grad_norm: 1.4222 2020-07-18 01:53:51,332 - mmaction - INFO - Epoch [69][140/1253] lr: 2.507e-01, eta: 3 days, 7:24:06, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3393, top5_acc: 0.5943, loss_cls: 3.0244, loss: 3.0244, grad_norm: 1.4120 2020-07-18 01:54:12,626 - mmaction - INFO - Epoch [69][160/1253] lr: 2.507e-01, eta: 3 days, 7:22:56, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3505, top5_acc: 0.6104, loss_cls: 2.9413, loss: 2.9413, grad_norm: 1.3818 2020-07-18 01:54:33,891 - mmaction - INFO - Epoch [69][180/1253] lr: 2.507e-01, eta: 3 days, 7:21:45, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.3487, top5_acc: 0.5977, loss_cls: 3.0155, loss: 3.0155, grad_norm: 1.3960 2020-07-18 01:54:55,410 - mmaction - INFO - Epoch [69][200/1253] lr: 2.507e-01, eta: 3 days, 7:20:38, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.3641, top5_acc: 0.6190, loss_cls: 2.9048, loss: 2.9048, grad_norm: 1.3866 2020-07-18 01:55:16,709 - mmaction - INFO - Epoch [69][220/1253] lr: 2.507e-01, eta: 3 days, 7:19:28, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3419, top5_acc: 0.5906, loss_cls: 3.0041, loss: 3.0041, grad_norm: 1.4031 2020-07-18 01:55:37,988 - mmaction - INFO - Epoch [69][240/1253] lr: 2.507e-01, eta: 3 days, 7:18:17, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3445, top5_acc: 0.5898, loss_cls: 3.0045, loss: 3.0045, grad_norm: 1.3922 2020-07-18 01:55:59,261 - mmaction - INFO - Epoch [69][260/1253] lr: 2.507e-01, eta: 3 days, 7:17:07, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.3471, top5_acc: 0.5987, loss_cls: 2.9636, loss: 2.9636, grad_norm: 1.3800 2020-07-18 01:56:20,604 - mmaction - INFO - Epoch [69][280/1253] lr: 2.507e-01, eta: 3 days, 7:15:58, time: 1.068, data_time: 0.004, memory: 9059, top1_acc: 0.3531, top5_acc: 0.6003, loss_cls: 2.9458, loss: 2.9458, grad_norm: 1.4107 2020-07-18 01:56:42,085 - mmaction - INFO - Epoch [69][300/1253] lr: 2.507e-01, eta: 3 days, 7:14:51, time: 1.075, data_time: 0.003, memory: 9059, top1_acc: 0.3479, top5_acc: 0.6070, loss_cls: 2.9294, loss: 2.9294, grad_norm: 1.3561 2020-07-18 01:57:03,485 - mmaction - INFO - Epoch [69][320/1253] lr: 2.507e-01, eta: 3 days, 7:13:43, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3393, top5_acc: 0.5883, loss_cls: 3.0293, loss: 3.0293, grad_norm: 1.4263 2020-07-18 01:57:24,717 - mmaction - INFO - Epoch [69][340/1253] lr: 2.507e-01, eta: 3 days, 7:12:33, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3500, top5_acc: 0.6060, loss_cls: 2.9820, loss: 2.9820, grad_norm: 1.3935 2020-07-18 01:57:45,920 - mmaction - INFO - Epoch [69][360/1253] lr: 2.507e-01, eta: 3 days, 7:11:22, time: 1.058, data_time: 0.001, memory: 9059, top1_acc: 0.3630, top5_acc: 0.6063, loss_cls: 2.9522, loss: 2.9522, grad_norm: 1.3927 2020-07-18 01:58:07,251 - mmaction - INFO - Epoch [69][380/1253] lr: 2.507e-01, eta: 3 days, 7:10:13, time: 1.067, data_time: 0.005, memory: 9059, top1_acc: 0.3383, top5_acc: 0.6076, loss_cls: 3.0151, loss: 3.0151, grad_norm: 1.3990 2020-07-18 01:58:28,475 - mmaction - INFO - Epoch [69][400/1253] lr: 2.507e-01, eta: 3 days, 7:09:03, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.3523, top5_acc: 0.5922, loss_cls: 3.0355, loss: 3.0355, grad_norm: 1.3842 2020-07-18 01:58:49,968 - mmaction - INFO - Epoch [69][420/1253] lr: 2.507e-01, eta: 3 days, 7:07:58, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.3560, top5_acc: 0.6107, loss_cls: 2.9568, loss: 2.9568, grad_norm: 1.3756 2020-07-18 01:59:11,275 - mmaction - INFO - Epoch [69][440/1253] lr: 2.507e-01, eta: 3 days, 7:06:49, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3378, top5_acc: 0.5849, loss_cls: 3.0211, loss: 3.0211, grad_norm: 1.3943 2020-07-18 01:59:32,437 - mmaction - INFO - Epoch [69][460/1253] lr: 2.507e-01, eta: 3 days, 7:05:38, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.3297, top5_acc: 0.5786, loss_cls: 3.0720, loss: 3.0720, grad_norm: 1.3807 2020-07-18 01:59:53,748 - mmaction - INFO - Epoch [69][480/1253] lr: 2.507e-01, eta: 3 days, 7:04:30, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3424, top5_acc: 0.5932, loss_cls: 3.0074, loss: 3.0074, grad_norm: 1.3846 2020-07-18 02:00:25,651 - mmaction - INFO - Epoch [69][500/1253] lr: 2.507e-01, eta: 3 days, 7:05:56, time: 1.575, data_time: 0.002, memory: 9059, top1_acc: 0.3432, top5_acc: 0.5924, loss_cls: 3.0348, loss: 3.0348, grad_norm: 1.4054 2020-07-18 02:00:47,095 - mmaction - INFO - Epoch [69][520/1253] lr: 2.507e-01, eta: 3 days, 7:04:56, time: 1.093, data_time: 0.028, memory: 9059, top1_acc: 0.3461, top5_acc: 0.5826, loss_cls: 3.0424, loss: 3.0424, grad_norm: 1.3896 2020-07-18 02:01:08,533 - mmaction - INFO - Epoch [69][540/1253] lr: 2.507e-01, eta: 3 days, 7:03:49, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3516, top5_acc: 0.5964, loss_cls: 2.9692, loss: 2.9692, grad_norm: 1.3697 2020-07-18 02:01:29,965 - mmaction - INFO - Epoch [69][560/1253] lr: 2.507e-01, eta: 3 days, 7:02:43, time: 1.073, data_time: 0.003, memory: 9059, top1_acc: 0.3521, top5_acc: 0.5945, loss_cls: 3.0019, loss: 3.0019, grad_norm: 1.3754 2020-07-18 02:01:51,341 - mmaction - INFO - Epoch [69][580/1253] lr: 2.507e-01, eta: 3 days, 7:01:36, time: 1.067, data_time: 0.004, memory: 9059, top1_acc: 0.3438, top5_acc: 0.5938, loss_cls: 3.0155, loss: 3.0155, grad_norm: 1.3828 2020-07-18 02:02:12,780 - mmaction - INFO - Epoch [69][600/1253] lr: 2.507e-01, eta: 3 days, 7:00:30, time: 1.073, data_time: 0.003, memory: 9059, top1_acc: 0.3375, top5_acc: 0.5982, loss_cls: 2.9779, loss: 2.9779, grad_norm: 1.3917 2020-07-18 02:02:34,069 - mmaction - INFO - Epoch [69][620/1253] lr: 2.507e-01, eta: 3 days, 6:59:22, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3453, top5_acc: 0.5971, loss_cls: 3.0039, loss: 3.0039, grad_norm: 1.4444 2020-07-18 02:02:55,388 - mmaction - INFO - Epoch [69][640/1253] lr: 2.507e-01, eta: 3 days, 6:58:15, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3414, top5_acc: 0.5844, loss_cls: 3.0459, loss: 3.0459, grad_norm: 1.4349 2020-07-18 02:03:16,692 - mmaction - INFO - Epoch [69][660/1253] lr: 2.507e-01, eta: 3 days, 6:57:07, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3484, top5_acc: 0.6086, loss_cls: 2.9816, loss: 2.9816, grad_norm: 1.3969 2020-07-18 02:03:38,007 - mmaction - INFO - Epoch [69][680/1253] lr: 2.507e-01, eta: 3 days, 6:56:00, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3414, top5_acc: 0.5854, loss_cls: 3.0295, loss: 3.0295, grad_norm: 1.3560 2020-07-18 02:03:59,295 - mmaction - INFO - Epoch [69][700/1253] lr: 2.507e-01, eta: 3 days, 6:54:52, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3542, top5_acc: 0.5935, loss_cls: 2.9856, loss: 2.9856, grad_norm: 1.3737 2020-07-18 02:04:20,510 - mmaction - INFO - Epoch [69][720/1253] lr: 2.507e-01, eta: 3 days, 6:53:43, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3370, top5_acc: 0.5953, loss_cls: 3.0452, loss: 3.0452, grad_norm: 1.3936 2020-07-18 02:04:41,885 - mmaction - INFO - Epoch [69][740/1253] lr: 2.507e-01, eta: 3 days, 6:52:38, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3576, top5_acc: 0.6083, loss_cls: 2.9572, loss: 2.9572, grad_norm: 1.3884 2020-07-18 02:05:03,083 - mmaction - INFO - Epoch [69][760/1253] lr: 2.507e-01, eta: 3 days, 6:51:29, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3508, top5_acc: 0.5901, loss_cls: 3.0362, loss: 3.0362, grad_norm: 1.4180 2020-07-18 02:05:24,428 - mmaction - INFO - Epoch [69][780/1253] lr: 2.507e-01, eta: 3 days, 6:50:23, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3445, top5_acc: 0.6016, loss_cls: 3.0003, loss: 3.0003, grad_norm: 1.3820 2020-07-18 02:05:45,742 - mmaction - INFO - Epoch [69][800/1253] lr: 2.507e-01, eta: 3 days, 6:49:16, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3396, top5_acc: 0.6005, loss_cls: 2.9870, loss: 2.9870, grad_norm: 1.3888 2020-07-18 02:06:07,134 - mmaction - INFO - Epoch [69][820/1253] lr: 2.507e-01, eta: 3 days, 6:48:11, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3495, top5_acc: 0.5867, loss_cls: 3.0034, loss: 3.0034, grad_norm: 1.3919 2020-07-18 02:06:28,520 - mmaction - INFO - Epoch [69][840/1253] lr: 2.507e-01, eta: 3 days, 6:47:05, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3130, top5_acc: 0.5786, loss_cls: 3.1025, loss: 3.1025, grad_norm: 1.4247 2020-07-18 02:06:49,875 - mmaction - INFO - Epoch [69][860/1253] lr: 2.507e-01, eta: 3 days, 6:46:00, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3318, top5_acc: 0.5906, loss_cls: 3.0330, loss: 3.0330, grad_norm: 1.3848 2020-07-18 02:07:11,106 - mmaction - INFO - Epoch [69][880/1253] lr: 2.507e-01, eta: 3 days, 6:44:52, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.3409, top5_acc: 0.5971, loss_cls: 2.9736, loss: 2.9736, grad_norm: 1.3542 2020-07-18 02:07:32,611 - mmaction - INFO - Epoch [69][900/1253] lr: 2.507e-01, eta: 3 days, 6:43:49, time: 1.074, data_time: 0.001, memory: 9059, top1_acc: 0.3539, top5_acc: 0.6034, loss_cls: 2.9607, loss: 2.9607, grad_norm: 1.3683 2020-07-18 02:07:54,030 - mmaction - INFO - Epoch [69][920/1253] lr: 2.507e-01, eta: 3 days, 6:42:44, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3388, top5_acc: 0.5935, loss_cls: 3.0107, loss: 3.0107, grad_norm: 1.4052 2020-07-18 02:08:15,296 - mmaction - INFO - Epoch [69][940/1253] lr: 2.507e-01, eta: 3 days, 6:41:38, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3333, top5_acc: 0.5930, loss_cls: 3.0491, loss: 3.0491, grad_norm: 1.4183 2020-07-18 02:08:36,741 - mmaction - INFO - Epoch [69][960/1253] lr: 2.507e-01, eta: 3 days, 6:40:34, time: 1.072, data_time: 0.001, memory: 9059, top1_acc: 0.3432, top5_acc: 0.6068, loss_cls: 2.9908, loss: 2.9908, grad_norm: 1.4002 2020-07-18 02:08:58,121 - mmaction - INFO - Epoch [69][980/1253] lr: 2.507e-01, eta: 3 days, 6:39:30, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3380, top5_acc: 0.5987, loss_cls: 3.0026, loss: 3.0026, grad_norm: 1.3920 2020-07-18 02:09:19,559 - mmaction - INFO - Epoch [69][1000/1253] lr: 2.507e-01, eta: 3 days, 6:38:26, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3411, top5_acc: 0.5979, loss_cls: 2.9703, loss: 2.9703, grad_norm: 1.3866 2020-07-18 02:09:41,076 - mmaction - INFO - Epoch [69][1020/1253] lr: 2.507e-01, eta: 3 days, 6:37:24, time: 1.077, data_time: 0.003, memory: 9059, top1_acc: 0.3445, top5_acc: 0.5901, loss_cls: 3.0390, loss: 3.0390, grad_norm: 1.3819 2020-07-18 02:10:02,351 - mmaction - INFO - Epoch [69][1040/1253] lr: 2.507e-01, eta: 3 days, 6:36:18, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3542, top5_acc: 0.6005, loss_cls: 3.0023, loss: 3.0023, grad_norm: 1.3938 2020-07-18 02:10:23,613 - mmaction - INFO - Epoch [69][1060/1253] lr: 2.507e-01, eta: 3 days, 6:35:12, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.3393, top5_acc: 0.5948, loss_cls: 3.0141, loss: 3.0141, grad_norm: 1.3862 2020-07-18 02:10:44,952 - mmaction - INFO - Epoch [69][1080/1253] lr: 2.507e-01, eta: 3 days, 6:34:07, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.3398, top5_acc: 0.5927, loss_cls: 2.9809, loss: 2.9809, grad_norm: 1.3894 2020-07-18 02:11:06,426 - mmaction - INFO - Epoch [69][1100/1253] lr: 2.507e-01, eta: 3 days, 6:33:04, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3362, top5_acc: 0.5979, loss_cls: 2.9949, loss: 2.9949, grad_norm: 1.4085 2020-07-18 02:11:27,812 - mmaction - INFO - Epoch [69][1120/1253] lr: 2.507e-01, eta: 3 days, 6:32:00, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3568, top5_acc: 0.5992, loss_cls: 2.9669, loss: 2.9669, grad_norm: 1.4051 2020-07-18 02:11:49,078 - mmaction - INFO - Epoch [69][1140/1253] lr: 2.507e-01, eta: 3 days, 6:30:55, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3539, top5_acc: 0.6021, loss_cls: 3.0050, loss: 3.0050, grad_norm: 1.3904 2020-07-18 02:12:10,347 - mmaction - INFO - Epoch [69][1160/1253] lr: 2.507e-01, eta: 3 days, 6:29:49, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3469, top5_acc: 0.5938, loss_cls: 3.0336, loss: 3.0336, grad_norm: 1.3859 2020-07-18 02:12:31,569 - mmaction - INFO - Epoch [69][1180/1253] lr: 2.507e-01, eta: 3 days, 6:28:44, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.3326, top5_acc: 0.6049, loss_cls: 2.9884, loss: 2.9884, grad_norm: 1.3963 2020-07-18 02:12:52,854 - mmaction - INFO - Epoch [69][1200/1253] lr: 2.507e-01, eta: 3 days, 6:27:39, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.3307, top5_acc: 0.5865, loss_cls: 3.0407, loss: 3.0407, grad_norm: 1.4043 2020-07-18 02:13:14,298 - mmaction - INFO - Epoch [69][1220/1253] lr: 2.507e-01, eta: 3 days, 6:26:36, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3471, top5_acc: 0.6034, loss_cls: 2.9538, loss: 2.9538, grad_norm: 1.4255 2020-07-18 02:13:35,804 - mmaction - INFO - Epoch [69][1240/1253] lr: 2.507e-01, eta: 3 days, 6:25:35, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.3430, top5_acc: 0.5969, loss_cls: 3.0236, loss: 3.0236, grad_norm: 1.3994 2020-07-18 02:17:18,187 - mmaction - INFO - Epoch [70][20/1253] lr: 2.494e-01, eta: 3 days, 7:03:10, time: 9.975, data_time: 8.698, memory: 9059, top1_acc: 0.3469, top5_acc: 0.6065, loss_cls: 2.9882, loss: 2.9882, grad_norm: 1.4092 2020-07-18 02:17:41,134 - mmaction - INFO - Epoch [70][40/1253] lr: 2.494e-01, eta: 3 days, 7:02:25, time: 1.142, data_time: 0.020, memory: 9059, top1_acc: 0.3404, top5_acc: 0.5979, loss_cls: 2.9756, loss: 2.9756, grad_norm: 1.4017 2020-07-18 02:18:03,666 - mmaction - INFO - Epoch [70][60/1253] lr: 2.494e-01, eta: 3 days, 7:01:36, time: 1.130, data_time: 0.014, memory: 9059, top1_acc: 0.3430, top5_acc: 0.5940, loss_cls: 3.0126, loss: 3.0126, grad_norm: 1.3642 2020-07-18 02:18:25,782 - mmaction - INFO - Epoch [70][80/1253] lr: 2.494e-01, eta: 3 days, 7:00:41, time: 1.107, data_time: 0.023, memory: 9059, top1_acc: 0.3430, top5_acc: 0.5977, loss_cls: 3.0028, loss: 3.0028, grad_norm: 1.3710 2020-07-18 02:18:47,142 - mmaction - INFO - Epoch [70][100/1253] lr: 2.494e-01, eta: 3 days, 6:59:35, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.3411, top5_acc: 0.6076, loss_cls: 2.9650, loss: 2.9650, grad_norm: 1.4022 2020-07-18 02:19:09,068 - mmaction - INFO - Epoch [70][120/1253] lr: 2.494e-01, eta: 3 days, 6:58:37, time: 1.095, data_time: 0.002, memory: 9059, top1_acc: 0.3427, top5_acc: 0.5831, loss_cls: 3.0281, loss: 3.0281, grad_norm: 1.3869 2020-07-18 02:19:32,456 - mmaction - INFO - Epoch [70][140/1253] lr: 2.494e-01, eta: 3 days, 6:58:00, time: 1.167, data_time: 0.021, memory: 9059, top1_acc: 0.3315, top5_acc: 0.5898, loss_cls: 3.0374, loss: 3.0374, grad_norm: 1.3851 2020-07-18 02:19:55,357 - mmaction - INFO - Epoch [70][160/1253] lr: 2.494e-01, eta: 3 days, 6:57:16, time: 1.145, data_time: 0.015, memory: 9059, top1_acc: 0.3391, top5_acc: 0.6023, loss_cls: 2.9974, loss: 2.9974, grad_norm: 1.4206 2020-07-18 02:20:17,190 - mmaction - INFO - Epoch [70][180/1253] lr: 2.494e-01, eta: 3 days, 6:56:18, time: 1.094, data_time: 0.014, memory: 9059, top1_acc: 0.3315, top5_acc: 0.5805, loss_cls: 3.0796, loss: 3.0796, grad_norm: 1.3838 2020-07-18 02:20:38,464 - mmaction - INFO - Epoch [70][200/1253] lr: 2.494e-01, eta: 3 days, 6:55:10, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3490, top5_acc: 0.6107, loss_cls: 2.9517, loss: 2.9517, grad_norm: 1.3683 2020-07-18 02:20:59,869 - mmaction - INFO - Epoch [70][220/1253] lr: 2.494e-01, eta: 3 days, 6:54:06, time: 1.071, data_time: 0.003, memory: 9059, top1_acc: 0.3503, top5_acc: 0.5979, loss_cls: 2.9750, loss: 2.9750, grad_norm: 1.3853 2020-07-18 02:21:22,428 - mmaction - INFO - Epoch [70][240/1253] lr: 2.494e-01, eta: 3 days, 6:53:17, time: 1.127, data_time: 0.007, memory: 9059, top1_acc: 0.3594, top5_acc: 0.6083, loss_cls: 2.9409, loss: 2.9409, grad_norm: 1.4154 2020-07-18 02:21:45,435 - mmaction - INFO - Epoch [70][260/1253] lr: 2.494e-01, eta: 3 days, 6:52:35, time: 1.151, data_time: 0.025, memory: 9059, top1_acc: 0.3385, top5_acc: 0.5789, loss_cls: 3.0635, loss: 3.0635, grad_norm: 1.3974 2020-07-18 02:22:07,800 - mmaction - INFO - Epoch [70][280/1253] lr: 2.494e-01, eta: 3 days, 6:51:44, time: 1.119, data_time: 0.015, memory: 9059, top1_acc: 0.3430, top5_acc: 0.5995, loss_cls: 2.9629, loss: 2.9629, grad_norm: 1.4125 2020-07-18 02:22:29,040 - mmaction - INFO - Epoch [70][300/1253] lr: 2.494e-01, eta: 3 days, 6:50:37, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3391, top5_acc: 0.5997, loss_cls: 3.0001, loss: 3.0001, grad_norm: 1.3961 2020-07-18 02:22:50,411 - mmaction - INFO - Epoch [70][320/1253] lr: 2.494e-01, eta: 3 days, 6:49:32, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3471, top5_acc: 0.6031, loss_cls: 2.9720, loss: 2.9720, grad_norm: 1.3588 2020-07-18 02:23:11,819 - mmaction - INFO - Epoch [70][340/1253] lr: 2.494e-01, eta: 3 days, 6:48:28, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3565, top5_acc: 0.6073, loss_cls: 2.9554, loss: 2.9554, grad_norm: 1.3964 2020-07-18 02:23:33,059 - mmaction - INFO - Epoch [70][360/1253] lr: 2.494e-01, eta: 3 days, 6:47:21, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3518, top5_acc: 0.6065, loss_cls: 2.9648, loss: 2.9648, grad_norm: 1.3990 2020-07-18 02:23:54,497 - mmaction - INFO - Epoch [70][380/1253] lr: 2.494e-01, eta: 3 days, 6:46:18, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3445, top5_acc: 0.5828, loss_cls: 3.0284, loss: 3.0284, grad_norm: 1.3879 2020-07-18 02:24:15,841 - mmaction - INFO - Epoch [70][400/1253] lr: 2.494e-01, eta: 3 days, 6:45:13, time: 1.067, data_time: 0.005, memory: 9059, top1_acc: 0.3516, top5_acc: 0.5883, loss_cls: 3.0236, loss: 3.0236, grad_norm: 1.3919 2020-07-18 02:24:37,190 - mmaction - INFO - Epoch [70][420/1253] lr: 2.494e-01, eta: 3 days, 6:44:08, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3477, top5_acc: 0.5997, loss_cls: 2.9645, loss: 2.9645, grad_norm: 1.4073 2020-07-18 02:24:58,558 - mmaction - INFO - Epoch [70][440/1253] lr: 2.494e-01, eta: 3 days, 6:43:04, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3518, top5_acc: 0.6042, loss_cls: 2.9661, loss: 2.9661, grad_norm: 1.3909 2020-07-18 02:25:20,385 - mmaction - INFO - Epoch [70][460/1253] lr: 2.494e-01, eta: 3 days, 6:42:06, time: 1.092, data_time: 0.002, memory: 9059, top1_acc: 0.3367, top5_acc: 0.5919, loss_cls: 3.0231, loss: 3.0231, grad_norm: 1.4178 2020-07-18 02:25:41,834 - mmaction - INFO - Epoch [70][480/1253] lr: 2.494e-01, eta: 3 days, 6:41:03, time: 1.071, data_time: 0.001, memory: 9059, top1_acc: 0.3505, top5_acc: 0.5979, loss_cls: 2.9895, loss: 2.9895, grad_norm: 1.4046 2020-07-18 02:26:03,159 - mmaction - INFO - Epoch [70][500/1253] lr: 2.494e-01, eta: 3 days, 6:39:58, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3464, top5_acc: 0.5914, loss_cls: 2.9994, loss: 2.9994, grad_norm: 1.3939 2020-07-18 02:26:24,536 - mmaction - INFO - Epoch [70][520/1253] lr: 2.494e-01, eta: 3 days, 6:38:54, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3490, top5_acc: 0.5990, loss_cls: 2.9605, loss: 2.9605, grad_norm: 1.3838 2020-07-18 02:26:45,855 - mmaction - INFO - Epoch [70][540/1253] lr: 2.494e-01, eta: 3 days, 6:37:50, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3557, top5_acc: 0.6070, loss_cls: 2.9409, loss: 2.9409, grad_norm: 1.4042 2020-07-18 02:27:07,384 - mmaction - INFO - Epoch [70][560/1253] lr: 2.494e-01, eta: 3 days, 6:36:48, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.3339, top5_acc: 0.5990, loss_cls: 2.9973, loss: 2.9973, grad_norm: 1.3925 2020-07-18 02:27:28,613 - mmaction - INFO - Epoch [70][580/1253] lr: 2.494e-01, eta: 3 days, 6:35:42, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3375, top5_acc: 0.5982, loss_cls: 3.0012, loss: 3.0012, grad_norm: 1.4315 2020-07-18 02:27:50,071 - mmaction - INFO - Epoch [70][600/1253] lr: 2.494e-01, eta: 3 days, 6:34:40, time: 1.074, data_time: 0.003, memory: 9059, top1_acc: 0.3461, top5_acc: 0.6031, loss_cls: 2.9539, loss: 2.9539, grad_norm: 1.3962 2020-07-18 02:28:11,294 - mmaction - INFO - Epoch [70][620/1253] lr: 2.494e-01, eta: 3 days, 6:33:35, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3508, top5_acc: 0.6005, loss_cls: 2.9401, loss: 2.9401, grad_norm: 1.3891 2020-07-18 02:28:32,770 - mmaction - INFO - Epoch [70][640/1253] lr: 2.494e-01, eta: 3 days, 6:32:33, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.3383, top5_acc: 0.5888, loss_cls: 3.0077, loss: 3.0077, grad_norm: 1.4096 2020-07-18 02:28:54,158 - mmaction - INFO - Epoch [70][660/1253] lr: 2.494e-01, eta: 3 days, 6:31:30, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3352, top5_acc: 0.6000, loss_cls: 2.9934, loss: 2.9934, grad_norm: 1.4062 2020-07-18 02:29:15,360 - mmaction - INFO - Epoch [70][680/1253] lr: 2.494e-01, eta: 3 days, 6:30:24, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3227, top5_acc: 0.5799, loss_cls: 3.1012, loss: 3.1012, grad_norm: 1.4088 2020-07-18 02:29:36,662 - mmaction - INFO - Epoch [70][700/1253] lr: 2.494e-01, eta: 3 days, 6:29:20, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3328, top5_acc: 0.5966, loss_cls: 3.0054, loss: 3.0054, grad_norm: 1.3486 2020-07-18 02:29:57,957 - mmaction - INFO - Epoch [70][720/1253] lr: 2.494e-01, eta: 3 days, 6:28:17, time: 1.066, data_time: 0.008, memory: 9059, top1_acc: 0.3586, top5_acc: 0.6029, loss_cls: 2.9501, loss: 2.9501, grad_norm: 1.3432 2020-07-18 02:30:20,433 - mmaction - INFO - Epoch [70][740/1253] lr: 2.494e-01, eta: 3 days, 6:27:29, time: 1.125, data_time: 0.002, memory: 9059, top1_acc: 0.3435, top5_acc: 0.5964, loss_cls: 3.0137, loss: 3.0137, grad_norm: 1.4255 2020-07-18 02:30:41,873 - mmaction - INFO - Epoch [70][760/1253] lr: 2.494e-01, eta: 3 days, 6:26:27, time: 1.071, data_time: 0.001, memory: 9059, top1_acc: 0.3557, top5_acc: 0.5974, loss_cls: 2.9752, loss: 2.9752, grad_norm: 1.3574 2020-07-18 02:31:03,071 - mmaction - INFO - Epoch [70][780/1253] lr: 2.494e-01, eta: 3 days, 6:25:22, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3549, top5_acc: 0.5990, loss_cls: 2.9283, loss: 2.9283, grad_norm: 1.3980 2020-07-18 02:31:24,200 - mmaction - INFO - Epoch [70][800/1253] lr: 2.494e-01, eta: 3 days, 6:24:16, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.3375, top5_acc: 0.5964, loss_cls: 3.0235, loss: 3.0235, grad_norm: 1.4238 2020-07-18 02:31:45,508 - mmaction - INFO - Epoch [70][820/1253] lr: 2.494e-01, eta: 3 days, 6:23:13, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3581, top5_acc: 0.5958, loss_cls: 2.9946, loss: 2.9946, grad_norm: 1.4020 2020-07-18 02:32:06,881 - mmaction - INFO - Epoch [70][840/1253] lr: 2.494e-01, eta: 3 days, 6:22:11, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3401, top5_acc: 0.5901, loss_cls: 3.0204, loss: 3.0204, grad_norm: 1.4210 2020-07-18 02:32:28,377 - mmaction - INFO - Epoch [70][860/1253] lr: 2.494e-01, eta: 3 days, 6:21:10, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.3375, top5_acc: 0.6089, loss_cls: 2.9812, loss: 2.9812, grad_norm: 1.3869 2020-07-18 02:32:49,583 - mmaction - INFO - Epoch [70][880/1253] lr: 2.494e-01, eta: 3 days, 6:20:06, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3458, top5_acc: 0.5964, loss_cls: 2.9926, loss: 2.9926, grad_norm: 1.4045 2020-07-18 02:33:11,332 - mmaction - INFO - Epoch [70][900/1253] lr: 2.494e-01, eta: 3 days, 6:19:09, time: 1.087, data_time: 0.002, memory: 9059, top1_acc: 0.3557, top5_acc: 0.6034, loss_cls: 2.9294, loss: 2.9294, grad_norm: 1.3899 2020-07-18 02:33:32,666 - mmaction - INFO - Epoch [70][920/1253] lr: 2.494e-01, eta: 3 days, 6:18:06, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3508, top5_acc: 0.6060, loss_cls: 3.0075, loss: 3.0075, grad_norm: 1.4364 2020-07-18 02:33:54,058 - mmaction - INFO - Epoch [70][940/1253] lr: 2.494e-01, eta: 3 days, 6:17:05, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3477, top5_acc: 0.6081, loss_cls: 2.9950, loss: 2.9950, grad_norm: 1.3698 2020-07-18 02:34:15,500 - mmaction - INFO - Epoch [70][960/1253] lr: 2.494e-01, eta: 3 days, 6:16:04, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3461, top5_acc: 0.5971, loss_cls: 3.0127, loss: 3.0127, grad_norm: 1.4279 2020-07-18 02:34:37,164 - mmaction - INFO - Epoch [70][980/1253] lr: 2.494e-01, eta: 3 days, 6:15:02, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3297, top5_acc: 0.5854, loss_cls: 3.0545, loss: 3.0545, grad_norm: 1.4363 2020-07-18 02:35:00,523 - mmaction - INFO - Epoch [70][1000/1253] lr: 2.494e-01, eta: 3 days, 6:14:31, time: 1.182, data_time: 0.110, memory: 9059, top1_acc: 0.3305, top5_acc: 0.5773, loss_cls: 3.0581, loss: 3.0581, grad_norm: 1.3905 2020-07-18 02:35:22,332 - mmaction - INFO - Epoch [70][1020/1253] lr: 2.494e-01, eta: 3 days, 6:13:36, time: 1.091, data_time: 0.003, memory: 9059, top1_acc: 0.3589, top5_acc: 0.6055, loss_cls: 2.9449, loss: 2.9449, grad_norm: 1.3479 2020-07-18 02:35:43,618 - mmaction - INFO - Epoch [70][1040/1253] lr: 2.494e-01, eta: 3 days, 6:12:33, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3424, top5_acc: 0.6070, loss_cls: 2.9921, loss: 2.9921, grad_norm: 1.3820 2020-07-18 02:36:05,070 - mmaction - INFO - Epoch [70][1060/1253] lr: 2.494e-01, eta: 3 days, 6:11:33, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3354, top5_acc: 0.5875, loss_cls: 3.0180, loss: 3.0180, grad_norm: 1.4081 2020-07-18 02:36:26,420 - mmaction - INFO - Epoch [70][1080/1253] lr: 2.494e-01, eta: 3 days, 6:10:31, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3448, top5_acc: 0.5956, loss_cls: 3.0043, loss: 3.0043, grad_norm: 1.4018 2020-07-18 02:36:47,694 - mmaction - INFO - Epoch [70][1100/1253] lr: 2.494e-01, eta: 3 days, 6:09:29, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.3461, top5_acc: 0.5992, loss_cls: 2.9912, loss: 2.9912, grad_norm: 1.3720 2020-07-18 02:37:09,134 - mmaction - INFO - Epoch [70][1120/1253] lr: 2.494e-01, eta: 3 days, 6:08:29, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3508, top5_acc: 0.5945, loss_cls: 2.9931, loss: 2.9931, grad_norm: 1.3808 2020-07-18 02:37:30,559 - mmaction - INFO - Epoch [70][1140/1253] lr: 2.494e-01, eta: 3 days, 6:07:28, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3573, top5_acc: 0.6063, loss_cls: 2.9605, loss: 2.9605, grad_norm: 1.4264 2020-07-18 02:37:51,894 - mmaction - INFO - Epoch [70][1160/1253] lr: 2.494e-01, eta: 3 days, 6:06:27, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3422, top5_acc: 0.5927, loss_cls: 3.0360, loss: 3.0360, grad_norm: 1.3988 2020-07-18 02:38:13,142 - mmaction - INFO - Epoch [70][1180/1253] lr: 2.494e-01, eta: 3 days, 6:05:25, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3427, top5_acc: 0.5919, loss_cls: 2.9979, loss: 2.9979, grad_norm: 1.3651 2020-07-18 02:38:34,708 - mmaction - INFO - Epoch [70][1200/1253] lr: 2.494e-01, eta: 3 days, 6:04:26, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.3401, top5_acc: 0.5997, loss_cls: 2.9700, loss: 2.9700, grad_norm: 1.3900 2020-07-18 02:38:55,938 - mmaction - INFO - Epoch [70][1220/1253] lr: 2.494e-01, eta: 3 days, 6:03:24, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.3380, top5_acc: 0.5922, loss_cls: 3.0259, loss: 3.0259, grad_norm: 1.3817 2020-07-18 02:39:17,335 - mmaction - INFO - Epoch [70][1240/1253] lr: 2.494e-01, eta: 3 days, 6:02:23, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3451, top5_acc: 0.6005, loss_cls: 2.9910, loss: 2.9910, grad_norm: 1.3853 2020-07-18 02:42:54,425 - mmaction - INFO - Epoch [71][20/1253] lr: 2.480e-01, eta: 3 days, 6:36:15, time: 9.795, data_time: 8.616, memory: 9059, top1_acc: 0.3383, top5_acc: 0.5885, loss_cls: 3.0450, loss: 3.0450, grad_norm: 1.4085 2020-07-18 02:43:15,929 - mmaction - INFO - Epoch [71][40/1253] lr: 2.480e-01, eta: 3 days, 6:35:14, time: 1.075, data_time: 0.003, memory: 9059, top1_acc: 0.3448, top5_acc: 0.6047, loss_cls: 2.9812, loss: 2.9812, grad_norm: 1.4022 2020-07-18 02:43:37,716 - mmaction - INFO - Epoch [71][60/1253] lr: 2.480e-01, eta: 3 days, 6:34:17, time: 1.091, data_time: 0.003, memory: 9059, top1_acc: 0.3445, top5_acc: 0.5932, loss_cls: 2.9777, loss: 2.9777, grad_norm: 1.3927 2020-07-18 02:43:58,945 - mmaction - INFO - Epoch [71][80/1253] lr: 2.480e-01, eta: 3 days, 6:33:12, time: 1.061, data_time: 0.001, memory: 9059, top1_acc: 0.3508, top5_acc: 0.6146, loss_cls: 2.9077, loss: 2.9077, grad_norm: 1.4053 2020-07-18 02:44:20,325 - mmaction - INFO - Epoch [71][100/1253] lr: 2.480e-01, eta: 3 days, 6:32:10, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3555, top5_acc: 0.6055, loss_cls: 2.9455, loss: 2.9455, grad_norm: 1.4021 2020-07-18 02:44:41,808 - mmaction - INFO - Epoch [71][120/1253] lr: 2.480e-01, eta: 3 days, 6:31:09, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.3599, top5_acc: 0.6016, loss_cls: 2.9528, loss: 2.9528, grad_norm: 1.4264 2020-07-18 02:45:03,088 - mmaction - INFO - Epoch [71][140/1253] lr: 2.480e-01, eta: 3 days, 6:30:05, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3518, top5_acc: 0.6081, loss_cls: 2.9221, loss: 2.9221, grad_norm: 1.4111 2020-07-18 02:45:24,275 - mmaction - INFO - Epoch [71][160/1253] lr: 2.480e-01, eta: 3 days, 6:29:00, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.3523, top5_acc: 0.6029, loss_cls: 2.9372, loss: 2.9372, grad_norm: 1.3902 2020-07-18 02:45:45,578 - mmaction - INFO - Epoch [71][180/1253] lr: 2.480e-01, eta: 3 days, 6:27:57, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.3503, top5_acc: 0.6063, loss_cls: 2.9628, loss: 2.9628, grad_norm: 1.4020 2020-07-18 02:46:06,788 - mmaction - INFO - Epoch [71][200/1253] lr: 2.480e-01, eta: 3 days, 6:26:52, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3443, top5_acc: 0.5935, loss_cls: 3.0060, loss: 3.0060, grad_norm: 1.3978 2020-07-18 02:46:29,588 - mmaction - INFO - Epoch [71][220/1253] lr: 2.480e-01, eta: 3 days, 6:25:57, time: 1.095, data_time: 0.003, memory: 9059, top1_acc: 0.3466, top5_acc: 0.6003, loss_cls: 3.0023, loss: 3.0023, grad_norm: 1.4266 2020-07-18 02:46:56,154 - mmaction - INFO - Epoch [71][240/1253] lr: 2.480e-01, eta: 3 days, 6:26:15, time: 1.374, data_time: 0.245, memory: 9059, top1_acc: 0.3422, top5_acc: 0.5904, loss_cls: 3.0061, loss: 3.0061, grad_norm: 1.4155 2020-07-18 02:47:17,383 - mmaction - INFO - Epoch [71][260/1253] lr: 2.480e-01, eta: 3 days, 6:25:12, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3320, top5_acc: 0.5911, loss_cls: 3.0496, loss: 3.0496, grad_norm: 1.3688 2020-07-18 02:47:38,752 - mmaction - INFO - Epoch [71][280/1253] lr: 2.480e-01, eta: 3 days, 6:24:08, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3490, top5_acc: 0.6188, loss_cls: 2.9388, loss: 2.9388, grad_norm: 1.3661 2020-07-18 02:48:00,063 - mmaction - INFO - Epoch [71][300/1253] lr: 2.480e-01, eta: 3 days, 6:23:07, time: 1.071, data_time: 0.007, memory: 9059, top1_acc: 0.3568, top5_acc: 0.6096, loss_cls: 2.9402, loss: 2.9402, grad_norm: 1.3838 2020-07-18 02:48:21,644 - mmaction - INFO - Epoch [71][320/1253] lr: 2.480e-01, eta: 3 days, 6:22:08, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.3328, top5_acc: 0.5964, loss_cls: 3.0147, loss: 3.0147, grad_norm: 1.4131 2020-07-18 02:48:43,353 - mmaction - INFO - Epoch [71][340/1253] lr: 2.480e-01, eta: 3 days, 6:21:11, time: 1.086, data_time: 0.003, memory: 9059, top1_acc: 0.3339, top5_acc: 0.5917, loss_cls: 3.0465, loss: 3.0465, grad_norm: 1.3905 2020-07-18 02:49:04,547 - mmaction - INFO - Epoch [71][360/1253] lr: 2.480e-01, eta: 3 days, 6:20:07, time: 1.060, data_time: 0.003, memory: 9059, top1_acc: 0.3521, top5_acc: 0.6076, loss_cls: 2.9660, loss: 2.9660, grad_norm: 1.3914 2020-07-18 02:49:25,903 - mmaction - INFO - Epoch [71][380/1253] lr: 2.480e-01, eta: 3 days, 6:19:05, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3513, top5_acc: 0.5891, loss_cls: 3.0108, loss: 3.0108, grad_norm: 1.4015 2020-07-18 02:49:47,250 - mmaction - INFO - Epoch [71][400/1253] lr: 2.480e-01, eta: 3 days, 6:18:04, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3492, top5_acc: 0.6109, loss_cls: 2.9400, loss: 2.9400, grad_norm: 1.4033 2020-07-18 02:50:08,636 - mmaction - INFO - Epoch [71][420/1253] lr: 2.480e-01, eta: 3 days, 6:17:02, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3510, top5_acc: 0.5958, loss_cls: 2.9833, loss: 2.9833, grad_norm: 1.3869 2020-07-18 02:50:30,564 - mmaction - INFO - Epoch [71][440/1253] lr: 2.480e-01, eta: 3 days, 6:16:00, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3315, top5_acc: 0.5747, loss_cls: 3.0952, loss: 3.0952, grad_norm: 1.4146 2020-07-18 02:50:56,074 - mmaction - INFO - Epoch [71][460/1253] lr: 2.480e-01, eta: 3 days, 6:16:01, time: 1.308, data_time: 0.131, memory: 9059, top1_acc: 0.3456, top5_acc: 0.6135, loss_cls: 2.9822, loss: 2.9822, grad_norm: 1.3705 2020-07-18 02:51:17,486 - mmaction - INFO - Epoch [71][480/1253] lr: 2.480e-01, eta: 3 days, 6:15:01, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3461, top5_acc: 0.5922, loss_cls: 3.0323, loss: 3.0323, grad_norm: 1.3767 2020-07-18 02:51:38,919 - mmaction - INFO - Epoch [71][500/1253] lr: 2.480e-01, eta: 3 days, 6:14:00, time: 1.071, data_time: 0.001, memory: 9059, top1_acc: 0.3466, top5_acc: 0.6029, loss_cls: 2.9619, loss: 2.9619, grad_norm: 1.3843 2020-07-18 02:52:00,280 - mmaction - INFO - Epoch [71][520/1253] lr: 2.480e-01, eta: 3 days, 6:12:59, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3487, top5_acc: 0.5977, loss_cls: 2.9942, loss: 2.9942, grad_norm: 1.3841 2020-07-18 02:52:21,618 - mmaction - INFO - Epoch [71][540/1253] lr: 2.480e-01, eta: 3 days, 6:11:58, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3435, top5_acc: 0.5997, loss_cls: 2.9952, loss: 2.9952, grad_norm: 1.3714 2020-07-18 02:52:43,014 - mmaction - INFO - Epoch [71][560/1253] lr: 2.480e-01, eta: 3 days, 6:10:57, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3583, top5_acc: 0.6138, loss_cls: 2.9311, loss: 2.9311, grad_norm: 1.3870 2020-07-18 02:53:04,193 - mmaction - INFO - Epoch [71][580/1253] lr: 2.480e-01, eta: 3 days, 6:09:54, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3560, top5_acc: 0.5992, loss_cls: 3.0110, loss: 3.0110, grad_norm: 1.4263 2020-07-18 02:53:25,548 - mmaction - INFO - Epoch [71][600/1253] lr: 2.480e-01, eta: 3 days, 6:08:53, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.3250, top5_acc: 0.5911, loss_cls: 3.0482, loss: 3.0482, grad_norm: 1.4176 2020-07-18 02:53:46,988 - mmaction - INFO - Epoch [71][620/1253] lr: 2.480e-01, eta: 3 days, 6:07:54, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3422, top5_acc: 0.5909, loss_cls: 3.0287, loss: 3.0287, grad_norm: 1.3986 2020-07-18 02:54:08,574 - mmaction - INFO - Epoch [71][640/1253] lr: 2.480e-01, eta: 3 days, 6:06:56, time: 1.080, data_time: 0.003, memory: 9059, top1_acc: 0.3484, top5_acc: 0.6026, loss_cls: 2.9755, loss: 2.9755, grad_norm: 1.4110 2020-07-18 02:54:29,944 - mmaction - INFO - Epoch [71][660/1253] lr: 2.480e-01, eta: 3 days, 6:05:56, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3477, top5_acc: 0.6018, loss_cls: 2.9864, loss: 2.9864, grad_norm: 1.4094 2020-07-18 02:54:55,087 - mmaction - INFO - Epoch [71][680/1253] lr: 2.480e-01, eta: 3 days, 6:05:44, time: 1.256, data_time: 0.002, memory: 9059, top1_acc: 0.3589, top5_acc: 0.6258, loss_cls: 2.8733, loss: 2.8733, grad_norm: 1.3885 2020-07-18 02:55:16,515 - mmaction - INFO - Epoch [71][700/1253] lr: 2.480e-01, eta: 3 days, 6:04:44, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.3497, top5_acc: 0.6013, loss_cls: 2.9985, loss: 2.9985, grad_norm: 1.3982 2020-07-18 02:55:37,783 - mmaction - INFO - Epoch [71][720/1253] lr: 2.480e-01, eta: 3 days, 6:03:43, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.3568, top5_acc: 0.6076, loss_cls: 2.9244, loss: 2.9244, grad_norm: 1.4322 2020-07-18 02:55:59,360 - mmaction - INFO - Epoch [71][740/1253] lr: 2.480e-01, eta: 3 days, 6:02:45, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.3417, top5_acc: 0.6000, loss_cls: 2.9712, loss: 2.9712, grad_norm: 1.4225 2020-07-18 02:56:20,901 - mmaction - INFO - Epoch [71][760/1253] lr: 2.480e-01, eta: 3 days, 6:01:48, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.3370, top5_acc: 0.5930, loss_cls: 3.0056, loss: 3.0056, grad_norm: 1.4203 2020-07-18 02:56:42,635 - mmaction - INFO - Epoch [71][780/1253] lr: 2.480e-01, eta: 3 days, 6:00:52, time: 1.087, data_time: 0.002, memory: 9059, top1_acc: 0.3419, top5_acc: 0.5977, loss_cls: 3.0105, loss: 3.0105, grad_norm: 1.4028 2020-07-18 02:57:03,926 - mmaction - INFO - Epoch [71][800/1253] lr: 2.480e-01, eta: 3 days, 5:59:52, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3388, top5_acc: 0.5813, loss_cls: 3.0667, loss: 3.0667, grad_norm: 1.4266 2020-07-18 02:57:25,375 - mmaction - INFO - Epoch [71][820/1253] lr: 2.480e-01, eta: 3 days, 5:58:53, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3307, top5_acc: 0.5914, loss_cls: 3.0496, loss: 3.0496, grad_norm: 1.3974 2020-07-18 02:57:46,671 - mmaction - INFO - Epoch [71][840/1253] lr: 2.480e-01, eta: 3 days, 5:57:52, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3487, top5_acc: 0.6036, loss_cls: 2.9862, loss: 2.9862, grad_norm: 1.3863 2020-07-18 02:58:08,094 - mmaction - INFO - Epoch [71][860/1253] lr: 2.480e-01, eta: 3 days, 5:56:53, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3427, top5_acc: 0.5831, loss_cls: 3.0451, loss: 3.0451, grad_norm: 1.4230 2020-07-18 02:58:29,477 - mmaction - INFO - Epoch [71][880/1253] lr: 2.480e-01, eta: 3 days, 5:55:54, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.3396, top5_acc: 0.5979, loss_cls: 3.0111, loss: 3.0111, grad_norm: 1.4010 2020-07-18 02:58:51,329 - mmaction - INFO - Epoch [71][900/1253] lr: 2.480e-01, eta: 3 days, 5:55:01, time: 1.092, data_time: 0.015, memory: 9059, top1_acc: 0.3357, top5_acc: 0.5932, loss_cls: 3.0170, loss: 3.0170, grad_norm: 1.3867 2020-07-18 02:59:12,600 - mmaction - INFO - Epoch [71][920/1253] lr: 2.480e-01, eta: 3 days, 5:54:00, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3497, top5_acc: 0.5958, loss_cls: 2.9706, loss: 2.9706, grad_norm: 1.3890 2020-07-18 02:59:33,985 - mmaction - INFO - Epoch [71][940/1253] lr: 2.480e-01, eta: 3 days, 5:53:01, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3458, top5_acc: 0.5943, loss_cls: 3.0484, loss: 3.0484, grad_norm: 1.4178 2020-07-18 02:59:55,380 - mmaction - INFO - Epoch [71][960/1253] lr: 2.480e-01, eta: 3 days, 5:52:03, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3464, top5_acc: 0.6034, loss_cls: 3.0034, loss: 3.0034, grad_norm: 1.3829 2020-07-18 03:00:25,348 - mmaction - INFO - Epoch [71][980/1253] lr: 2.480e-01, eta: 3 days, 5:52:48, time: 1.487, data_time: 0.002, memory: 9059, top1_acc: 0.3604, top5_acc: 0.6172, loss_cls: 2.9142, loss: 2.9142, grad_norm: 1.3832 2020-07-18 03:00:47,234 - mmaction - INFO - Epoch [71][1000/1253] lr: 2.480e-01, eta: 3 days, 5:51:58, time: 1.105, data_time: 0.023, memory: 9059, top1_acc: 0.3411, top5_acc: 0.5896, loss_cls: 3.0353, loss: 3.0353, grad_norm: 1.4070 2020-07-18 03:01:08,551 - mmaction - INFO - Epoch [71][1020/1253] lr: 2.480e-01, eta: 3 days, 5:50:59, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3380, top5_acc: 0.5891, loss_cls: 3.0574, loss: 3.0574, grad_norm: 1.3864 2020-07-18 03:01:29,828 - mmaction - INFO - Epoch [71][1040/1253] lr: 2.480e-01, eta: 3 days, 5:49:59, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3383, top5_acc: 0.5982, loss_cls: 2.9955, loss: 2.9955, grad_norm: 1.3774 2020-07-18 03:01:51,042 - mmaction - INFO - Epoch [71][1060/1253] lr: 2.480e-01, eta: 3 days, 5:48:58, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.3497, top5_acc: 0.5982, loss_cls: 2.9956, loss: 2.9956, grad_norm: 1.4097 2020-07-18 03:02:12,349 - mmaction - INFO - Epoch [71][1080/1253] lr: 2.480e-01, eta: 3 days, 5:47:58, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3365, top5_acc: 0.5940, loss_cls: 3.0155, loss: 3.0155, grad_norm: 1.3986 2020-07-18 03:02:33,674 - mmaction - INFO - Epoch [71][1100/1253] lr: 2.480e-01, eta: 3 days, 5:46:59, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3310, top5_acc: 0.5982, loss_cls: 3.0111, loss: 3.0111, grad_norm: 1.4015 2020-07-18 03:02:54,985 - mmaction - INFO - Epoch [71][1120/1253] lr: 2.480e-01, eta: 3 days, 5:46:00, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3393, top5_acc: 0.6018, loss_cls: 3.0023, loss: 3.0023, grad_norm: 1.3708 2020-07-18 03:03:16,316 - mmaction - INFO - Epoch [71][1140/1253] lr: 2.480e-01, eta: 3 days, 5:45:01, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3547, top5_acc: 0.6039, loss_cls: 2.9838, loss: 2.9838, grad_norm: 1.3582 2020-07-18 03:03:37,633 - mmaction - INFO - Epoch [71][1160/1253] lr: 2.480e-01, eta: 3 days, 5:44:02, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.3456, top5_acc: 0.5958, loss_cls: 2.9804, loss: 2.9804, grad_norm: 1.4260 2020-07-18 03:03:58,990 - mmaction - INFO - Epoch [71][1180/1253] lr: 2.480e-01, eta: 3 days, 5:43:03, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3365, top5_acc: 0.5977, loss_cls: 3.0182, loss: 3.0182, grad_norm: 1.4240 2020-07-18 03:04:20,230 - mmaction - INFO - Epoch [71][1200/1253] lr: 2.480e-01, eta: 3 days, 5:42:03, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3430, top5_acc: 0.5951, loss_cls: 3.0035, loss: 3.0035, grad_norm: 1.4078 2020-07-18 03:04:41,520 - mmaction - INFO - Epoch [71][1220/1253] lr: 2.480e-01, eta: 3 days, 5:41:04, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3266, top5_acc: 0.5969, loss_cls: 3.0530, loss: 3.0530, grad_norm: 1.3955 2020-07-18 03:05:02,767 - mmaction - INFO - Epoch [71][1240/1253] lr: 2.480e-01, eta: 3 days, 5:40:04, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3531, top5_acc: 0.6036, loss_cls: 2.9614, loss: 2.9614, grad_norm: 1.3884 2020-07-18 03:08:40,210 - mmaction - INFO - Epoch [72][20/1253] lr: 2.466e-01, eta: 3 days, 6:11:23, time: 9.777, data_time: 8.569, memory: 9059, top1_acc: 0.3503, top5_acc: 0.6065, loss_cls: 2.9637, loss: 2.9637, grad_norm: 1.3937 2020-07-18 03:09:01,508 - mmaction - INFO - Epoch [72][40/1253] lr: 2.466e-01, eta: 3 days, 6:10:22, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.3490, top5_acc: 0.6052, loss_cls: 2.9440, loss: 2.9440, grad_norm: 1.3886 2020-07-18 03:09:22,739 - mmaction - INFO - Epoch [72][60/1253] lr: 2.466e-01, eta: 3 days, 6:09:20, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3578, top5_acc: 0.6047, loss_cls: 2.9289, loss: 2.9289, grad_norm: 1.4065 2020-07-18 03:09:43,991 - mmaction - INFO - Epoch [72][80/1253] lr: 2.466e-01, eta: 3 days, 6:08:19, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3438, top5_acc: 0.6010, loss_cls: 2.9784, loss: 2.9784, grad_norm: 1.3752 2020-07-18 03:10:05,375 - mmaction - INFO - Epoch [72][100/1253] lr: 2.466e-01, eta: 3 days, 6:07:19, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.3568, top5_acc: 0.5987, loss_cls: 2.9760, loss: 2.9760, grad_norm: 1.3953 2020-07-18 03:10:26,588 - mmaction - INFO - Epoch [72][120/1253] lr: 2.466e-01, eta: 3 days, 6:06:17, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3487, top5_acc: 0.5979, loss_cls: 2.9726, loss: 2.9726, grad_norm: 1.3770 2020-07-18 03:10:47,827 - mmaction - INFO - Epoch [72][140/1253] lr: 2.466e-01, eta: 3 days, 6:05:15, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3474, top5_acc: 0.5927, loss_cls: 3.0167, loss: 3.0167, grad_norm: 1.4132 2020-07-18 03:11:09,087 - mmaction - INFO - Epoch [72][160/1253] lr: 2.466e-01, eta: 3 days, 6:04:14, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3396, top5_acc: 0.6021, loss_cls: 3.0034, loss: 3.0034, grad_norm: 1.4299 2020-07-18 03:11:30,449 - mmaction - INFO - Epoch [72][180/1253] lr: 2.466e-01, eta: 3 days, 6:03:15, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3422, top5_acc: 0.6031, loss_cls: 2.9981, loss: 2.9981, grad_norm: 1.3667 2020-07-18 03:11:51,859 - mmaction - INFO - Epoch [72][200/1253] lr: 2.466e-01, eta: 3 days, 6:02:16, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3586, top5_acc: 0.6151, loss_cls: 2.9037, loss: 2.9037, grad_norm: 1.3697 2020-07-18 03:12:13,132 - mmaction - INFO - Epoch [72][220/1253] lr: 2.466e-01, eta: 3 days, 6:01:15, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3448, top5_acc: 0.6065, loss_cls: 2.9372, loss: 2.9372, grad_norm: 1.3919 2020-07-18 03:12:34,833 - mmaction - INFO - Epoch [72][240/1253] lr: 2.466e-01, eta: 3 days, 6:00:20, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.3487, top5_acc: 0.6057, loss_cls: 2.9604, loss: 2.9604, grad_norm: 1.3698 2020-07-18 03:12:56,169 - mmaction - INFO - Epoch [72][260/1253] lr: 2.466e-01, eta: 3 days, 5:59:20, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3484, top5_acc: 0.6083, loss_cls: 2.9533, loss: 2.9533, grad_norm: 1.3909 2020-07-18 03:13:17,407 - mmaction - INFO - Epoch [72][280/1253] lr: 2.466e-01, eta: 3 days, 5:58:19, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3594, top5_acc: 0.6013, loss_cls: 2.9332, loss: 2.9332, grad_norm: 1.3913 2020-07-18 03:13:39,343 - mmaction - INFO - Epoch [72][300/1253] lr: 2.466e-01, eta: 3 days, 5:57:27, time: 1.096, data_time: 0.001, memory: 9059, top1_acc: 0.3516, top5_acc: 0.5969, loss_cls: 2.9661, loss: 2.9661, grad_norm: 1.3723 2020-07-18 03:14:00,839 - mmaction - INFO - Epoch [72][320/1253] lr: 2.466e-01, eta: 3 days, 5:56:29, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.3487, top5_acc: 0.6021, loss_cls: 2.9544, loss: 2.9544, grad_norm: 1.3939 2020-07-18 03:14:22,137 - mmaction - INFO - Epoch [72][340/1253] lr: 2.466e-01, eta: 3 days, 5:55:29, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.3466, top5_acc: 0.5964, loss_cls: 3.0031, loss: 3.0031, grad_norm: 1.3719 2020-07-18 03:14:43,591 - mmaction - INFO - Epoch [72][360/1253] lr: 2.466e-01, eta: 3 days, 5:54:32, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3451, top5_acc: 0.6042, loss_cls: 2.9489, loss: 2.9489, grad_norm: 1.3850 2020-07-18 03:15:04,917 - mmaction - INFO - Epoch [72][380/1253] lr: 2.466e-01, eta: 3 days, 5:53:32, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3362, top5_acc: 0.5924, loss_cls: 3.0244, loss: 3.0244, grad_norm: 1.4197 2020-07-18 03:15:26,166 - mmaction - INFO - Epoch [72][400/1253] lr: 2.466e-01, eta: 3 days, 5:52:32, time: 1.061, data_time: 0.001, memory: 9059, top1_acc: 0.3523, top5_acc: 0.5953, loss_cls: 2.9874, loss: 2.9874, grad_norm: 1.4024 2020-07-18 03:15:47,408 - mmaction - INFO - Epoch [72][420/1253] lr: 2.466e-01, eta: 3 days, 5:51:32, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3424, top5_acc: 0.5982, loss_cls: 2.9815, loss: 2.9815, grad_norm: 1.3849 2020-07-18 03:16:08,638 - mmaction - INFO - Epoch [72][440/1253] lr: 2.466e-01, eta: 3 days, 5:50:31, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3521, top5_acc: 0.6063, loss_cls: 2.9370, loss: 2.9370, grad_norm: 1.3972 2020-07-18 03:16:30,018 - mmaction - INFO - Epoch [72][460/1253] lr: 2.466e-01, eta: 3 days, 5:49:33, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3406, top5_acc: 0.5831, loss_cls: 3.0523, loss: 3.0523, grad_norm: 1.3867 2020-07-18 03:16:51,575 - mmaction - INFO - Epoch [72][480/1253] lr: 2.466e-01, eta: 3 days, 5:48:37, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.3445, top5_acc: 0.5940, loss_cls: 2.9939, loss: 2.9939, grad_norm: 1.3991 2020-07-18 03:17:13,333 - mmaction - INFO - Epoch [72][500/1253] lr: 2.466e-01, eta: 3 days, 5:47:43, time: 1.088, data_time: 0.002, memory: 9059, top1_acc: 0.3365, top5_acc: 0.5930, loss_cls: 3.0142, loss: 3.0142, grad_norm: 1.4075 2020-07-18 03:17:34,917 - mmaction - INFO - Epoch [72][520/1253] lr: 2.466e-01, eta: 3 days, 5:46:48, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.3482, top5_acc: 0.6016, loss_cls: 2.9708, loss: 2.9708, grad_norm: 1.4203 2020-07-18 03:17:56,233 - mmaction - INFO - Epoch [72][540/1253] lr: 2.466e-01, eta: 3 days, 5:45:49, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3370, top5_acc: 0.6010, loss_cls: 2.9794, loss: 2.9794, grad_norm: 1.3999 2020-07-18 03:18:17,597 - mmaction - INFO - Epoch [72][560/1253] lr: 2.466e-01, eta: 3 days, 5:44:50, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3391, top5_acc: 0.5893, loss_cls: 3.0016, loss: 3.0016, grad_norm: 1.4015 2020-07-18 03:18:38,903 - mmaction - INFO - Epoch [72][580/1253] lr: 2.466e-01, eta: 3 days, 5:43:52, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3555, top5_acc: 0.6060, loss_cls: 2.9169, loss: 2.9169, grad_norm: 1.4016 2020-07-18 03:19:00,416 - mmaction - INFO - Epoch [72][600/1253] lr: 2.466e-01, eta: 3 days, 5:42:55, time: 1.075, data_time: 0.001, memory: 9059, top1_acc: 0.3479, top5_acc: 0.5982, loss_cls: 2.9829, loss: 2.9829, grad_norm: 1.4045 2020-07-18 03:19:21,711 - mmaction - INFO - Epoch [72][620/1253] lr: 2.466e-01, eta: 3 days, 5:41:56, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3589, top5_acc: 0.5956, loss_cls: 2.9696, loss: 2.9696, grad_norm: 1.3970 2020-07-18 03:19:43,030 - mmaction - INFO - Epoch [72][640/1253] lr: 2.466e-01, eta: 3 days, 5:40:58, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3419, top5_acc: 0.6031, loss_cls: 2.9413, loss: 2.9413, grad_norm: 1.3858 2020-07-18 03:20:04,449 - mmaction - INFO - Epoch [72][660/1253] lr: 2.466e-01, eta: 3 days, 5:40:01, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3341, top5_acc: 0.5898, loss_cls: 3.0503, loss: 3.0503, grad_norm: 1.4380 2020-07-18 03:20:25,702 - mmaction - INFO - Epoch [72][680/1253] lr: 2.466e-01, eta: 3 days, 5:39:02, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.3542, top5_acc: 0.6049, loss_cls: 2.9629, loss: 2.9629, grad_norm: 1.3697 2020-07-18 03:20:47,024 - mmaction - INFO - Epoch [72][700/1253] lr: 2.466e-01, eta: 3 days, 5:38:03, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3286, top5_acc: 0.5872, loss_cls: 3.0624, loss: 3.0624, grad_norm: 1.3784 2020-07-18 03:21:08,332 - mmaction - INFO - Epoch [72][720/1253] lr: 2.466e-01, eta: 3 days, 5:37:05, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3469, top5_acc: 0.5938, loss_cls: 3.0247, loss: 3.0247, grad_norm: 1.4168 2020-07-18 03:21:30,059 - mmaction - INFO - Epoch [72][740/1253] lr: 2.466e-01, eta: 3 days, 5:36:12, time: 1.087, data_time: 0.002, memory: 9059, top1_acc: 0.3490, top5_acc: 0.6013, loss_cls: 2.9677, loss: 2.9677, grad_norm: 1.3841 2020-07-18 03:21:51,459 - mmaction - INFO - Epoch [72][760/1253] lr: 2.466e-01, eta: 3 days, 5:35:15, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3518, top5_acc: 0.6023, loss_cls: 2.9566, loss: 2.9566, grad_norm: 1.3810 2020-07-18 03:22:13,107 - mmaction - INFO - Epoch [72][780/1253] lr: 2.466e-01, eta: 3 days, 5:34:21, time: 1.082, data_time: 0.002, memory: 9059, top1_acc: 0.3495, top5_acc: 0.5997, loss_cls: 2.9713, loss: 2.9713, grad_norm: 1.4284 2020-07-18 03:22:34,392 - mmaction - INFO - Epoch [72][800/1253] lr: 2.466e-01, eta: 3 days, 5:33:23, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3484, top5_acc: 0.5924, loss_cls: 3.0160, loss: 3.0160, grad_norm: 1.4114 2020-07-18 03:22:55,723 - mmaction - INFO - Epoch [72][820/1253] lr: 2.466e-01, eta: 3 days, 5:32:25, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3411, top5_acc: 0.5888, loss_cls: 3.0128, loss: 3.0128, grad_norm: 1.3933 2020-07-18 03:23:17,066 - mmaction - INFO - Epoch [72][840/1253] lr: 2.466e-01, eta: 3 days, 5:31:28, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.3388, top5_acc: 0.5885, loss_cls: 3.0784, loss: 3.0784, grad_norm: 1.4037 2020-07-18 03:23:38,382 - mmaction - INFO - Epoch [72][860/1253] lr: 2.466e-01, eta: 3 days, 5:30:30, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3513, top5_acc: 0.6112, loss_cls: 2.9461, loss: 2.9461, grad_norm: 1.3685 2020-07-18 03:23:59,603 - mmaction - INFO - Epoch [72][880/1253] lr: 2.466e-01, eta: 3 days, 5:29:31, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3380, top5_acc: 0.5823, loss_cls: 3.0171, loss: 3.0171, grad_norm: 1.3764 2020-07-18 03:24:20,923 - mmaction - INFO - Epoch [72][900/1253] lr: 2.466e-01, eta: 3 days, 5:28:34, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3628, top5_acc: 0.6156, loss_cls: 2.9072, loss: 2.9072, grad_norm: 1.3879 2020-07-18 03:24:42,401 - mmaction - INFO - Epoch [72][920/1253] lr: 2.466e-01, eta: 3 days, 5:27:38, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3594, top5_acc: 0.6182, loss_cls: 2.9173, loss: 2.9173, grad_norm: 1.4165 2020-07-18 03:25:03,657 - mmaction - INFO - Epoch [72][940/1253] lr: 2.466e-01, eta: 3 days, 5:26:40, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3344, top5_acc: 0.5990, loss_cls: 3.0080, loss: 3.0080, grad_norm: 1.4048 2020-07-18 03:25:24,998 - mmaction - INFO - Epoch [72][960/1253] lr: 2.466e-01, eta: 3 days, 5:25:43, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.3451, top5_acc: 0.6003, loss_cls: 2.9763, loss: 2.9763, grad_norm: 1.3935 2020-07-18 03:25:46,174 - mmaction - INFO - Epoch [72][980/1253] lr: 2.466e-01, eta: 3 days, 5:24:44, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.3513, top5_acc: 0.5901, loss_cls: 3.0164, loss: 3.0164, grad_norm: 1.3952 2020-07-18 03:26:07,675 - mmaction - INFO - Epoch [72][1000/1253] lr: 2.466e-01, eta: 3 days, 5:23:49, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.3414, top5_acc: 0.6023, loss_cls: 3.0105, loss: 3.0105, grad_norm: 1.4112 2020-07-18 03:26:29,169 - mmaction - INFO - Epoch [72][1020/1253] lr: 2.466e-01, eta: 3 days, 5:22:54, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.3331, top5_acc: 0.5909, loss_cls: 3.0174, loss: 3.0174, grad_norm: 1.4017 2020-07-18 03:26:50,498 - mmaction - INFO - Epoch [72][1040/1253] lr: 2.466e-01, eta: 3 days, 5:21:58, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3438, top5_acc: 0.5878, loss_cls: 3.0441, loss: 3.0441, grad_norm: 1.3777 2020-07-18 03:27:11,956 - mmaction - INFO - Epoch [72][1060/1253] lr: 2.466e-01, eta: 3 days, 5:21:02, time: 1.072, data_time: 0.001, memory: 9059, top1_acc: 0.3378, top5_acc: 0.6034, loss_cls: 2.9879, loss: 2.9879, grad_norm: 1.4351 2020-07-18 03:27:33,180 - mmaction - INFO - Epoch [72][1080/1253] lr: 2.466e-01, eta: 3 days, 5:20:04, time: 1.061, data_time: 0.001, memory: 9059, top1_acc: 0.3576, top5_acc: 0.6013, loss_cls: 2.9741, loss: 2.9741, grad_norm: 1.3798 2020-07-18 03:27:54,566 - mmaction - INFO - Epoch [72][1100/1253] lr: 2.466e-01, eta: 3 days, 5:19:08, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.3458, top5_acc: 0.5823, loss_cls: 3.0464, loss: 3.0464, grad_norm: 1.4038 2020-07-18 03:28:15,824 - mmaction - INFO - Epoch [72][1120/1253] lr: 2.466e-01, eta: 3 days, 5:18:11, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3414, top5_acc: 0.5977, loss_cls: 3.0052, loss: 3.0052, grad_norm: 1.3914 2020-07-18 03:28:37,209 - mmaction - INFO - Epoch [72][1140/1253] lr: 2.466e-01, eta: 3 days, 5:17:15, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3424, top5_acc: 0.6008, loss_cls: 2.9675, loss: 2.9675, grad_norm: 1.4140 2020-07-18 03:28:58,478 - mmaction - INFO - Epoch [72][1160/1253] lr: 2.466e-01, eta: 3 days, 5:16:18, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3479, top5_acc: 0.5997, loss_cls: 2.9888, loss: 2.9888, grad_norm: 1.4170 2020-07-18 03:29:19,820 - mmaction - INFO - Epoch [72][1180/1253] lr: 2.466e-01, eta: 3 days, 5:15:22, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3326, top5_acc: 0.5951, loss_cls: 3.0205, loss: 3.0205, grad_norm: 1.3943 2020-07-18 03:29:41,381 - mmaction - INFO - Epoch [72][1200/1253] lr: 2.466e-01, eta: 3 days, 5:14:28, time: 1.078, data_time: 0.001, memory: 9059, top1_acc: 0.3484, top5_acc: 0.6008, loss_cls: 2.9822, loss: 2.9822, grad_norm: 1.3997 2020-07-18 03:30:02,796 - mmaction - INFO - Epoch [72][1220/1253] lr: 2.466e-01, eta: 3 days, 5:13:32, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3294, top5_acc: 0.5888, loss_cls: 3.0371, loss: 3.0371, grad_norm: 1.3974 2020-07-18 03:30:25,168 - mmaction - INFO - Epoch [72][1240/1253] lr: 2.466e-01, eta: 3 days, 5:12:49, time: 1.120, data_time: 0.003, memory: 9059, top1_acc: 0.3549, top5_acc: 0.6052, loss_cls: 2.9661, loss: 2.9661, grad_norm: 1.3833 2020-07-18 03:30:44,824 - mmaction - INFO - Saving checkpoint at 72 epochs 2020-07-18 03:33:52,642 - mmaction - INFO - Epoch [73][20/1253] lr: 2.452e-01, eta: 3 days, 5:40:11, time: 9.311, data_time: 7.921, memory: 9059, top1_acc: 0.3602, top5_acc: 0.6104, loss_cls: 2.8920, loss: 2.8920, grad_norm: 1.4132 2020-07-18 03:34:14,686 - mmaction - INFO - Epoch [73][40/1253] lr: 2.452e-01, eta: 3 days, 5:39:21, time: 1.102, data_time: 0.003, memory: 9059, top1_acc: 0.3326, top5_acc: 0.5872, loss_cls: 3.0223, loss: 3.0223, grad_norm: 1.4309 2020-07-18 03:34:36,100 - mmaction - INFO - Epoch [73][60/1253] lr: 2.452e-01, eta: 3 days, 5:38:25, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3589, top5_acc: 0.6078, loss_cls: 2.9366, loss: 2.9366, grad_norm: 1.3952 2020-07-18 03:34:57,530 - mmaction - INFO - Epoch [73][80/1253] lr: 2.452e-01, eta: 3 days, 5:37:28, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3497, top5_acc: 0.5997, loss_cls: 2.9909, loss: 2.9909, grad_norm: 1.4059 2020-07-18 03:35:19,878 - mmaction - INFO - Epoch [73][100/1253] lr: 2.452e-01, eta: 3 days, 5:36:42, time: 1.117, data_time: 0.002, memory: 9059, top1_acc: 0.3539, top5_acc: 0.5935, loss_cls: 2.9998, loss: 2.9998, grad_norm: 1.3868 2020-07-18 03:35:41,360 - mmaction - INFO - Epoch [73][120/1253] lr: 2.452e-01, eta: 3 days, 5:35:46, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.3495, top5_acc: 0.6073, loss_cls: 2.9601, loss: 2.9601, grad_norm: 1.3851 2020-07-18 03:36:02,594 - mmaction - INFO - Epoch [73][140/1253] lr: 2.452e-01, eta: 3 days, 5:34:48, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.3568, top5_acc: 0.6039, loss_cls: 2.9436, loss: 2.9436, grad_norm: 1.3800 2020-07-18 03:36:24,175 - mmaction - INFO - Epoch [73][160/1253] lr: 2.452e-01, eta: 3 days, 5:33:53, time: 1.078, data_time: 0.001, memory: 9059, top1_acc: 0.3435, top5_acc: 0.6034, loss_cls: 2.9673, loss: 2.9673, grad_norm: 1.3794 2020-07-18 03:36:45,420 - mmaction - INFO - Epoch [73][180/1253] lr: 2.452e-01, eta: 3 days, 5:32:54, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3628, top5_acc: 0.6245, loss_cls: 2.8758, loss: 2.8758, grad_norm: 1.3471 2020-07-18 03:37:06,735 - mmaction - INFO - Epoch [73][200/1253] lr: 2.452e-01, eta: 3 days, 5:31:57, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.3518, top5_acc: 0.6036, loss_cls: 2.9869, loss: 2.9869, grad_norm: 1.4412 2020-07-18 03:37:28,021 - mmaction - INFO - Epoch [73][220/1253] lr: 2.452e-01, eta: 3 days, 5:30:59, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3526, top5_acc: 0.5971, loss_cls: 2.9596, loss: 2.9596, grad_norm: 1.3750 2020-07-18 03:37:49,288 - mmaction - INFO - Epoch [73][240/1253] lr: 2.452e-01, eta: 3 days, 5:30:02, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.3607, top5_acc: 0.6096, loss_cls: 2.9286, loss: 2.9286, grad_norm: 1.4021 2020-07-18 03:38:10,927 - mmaction - INFO - Epoch [73][260/1253] lr: 2.452e-01, eta: 3 days, 5:29:08, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.3615, top5_acc: 0.6169, loss_cls: 2.9063, loss: 2.9063, grad_norm: 1.3782 2020-07-18 03:38:32,296 - mmaction - INFO - Epoch [73][280/1253] lr: 2.452e-01, eta: 3 days, 5:28:11, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3435, top5_acc: 0.5982, loss_cls: 2.9478, loss: 2.9478, grad_norm: 1.4107 2020-07-18 03:38:53,574 - mmaction - INFO - Epoch [73][300/1253] lr: 2.452e-01, eta: 3 days, 5:27:14, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3591, top5_acc: 0.6102, loss_cls: 2.9498, loss: 2.9498, grad_norm: 1.4191 2020-07-18 03:39:15,152 - mmaction - INFO - Epoch [73][320/1253] lr: 2.452e-01, eta: 3 days, 5:26:20, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.3474, top5_acc: 0.6094, loss_cls: 2.9641, loss: 2.9641, grad_norm: 1.4390 2020-07-18 03:39:36,342 - mmaction - INFO - Epoch [73][340/1253] lr: 2.452e-01, eta: 3 days, 5:25:20, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.3659, top5_acc: 0.6086, loss_cls: 2.9159, loss: 2.9159, grad_norm: 1.4053 2020-07-18 03:39:57,664 - mmaction - INFO - Epoch [73][360/1253] lr: 2.452e-01, eta: 3 days, 5:24:24, time: 1.069, data_time: 0.006, memory: 9059, top1_acc: 0.3534, top5_acc: 0.6060, loss_cls: 2.9551, loss: 2.9551, grad_norm: 1.3848 2020-07-18 03:40:19,088 - mmaction - INFO - Epoch [73][380/1253] lr: 2.452e-01, eta: 3 days, 5:23:29, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3607, top5_acc: 0.6076, loss_cls: 2.9621, loss: 2.9621, grad_norm: 1.4098 2020-07-18 03:40:40,419 - mmaction - INFO - Epoch [73][400/1253] lr: 2.452e-01, eta: 3 days, 5:22:32, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3534, top5_acc: 0.6023, loss_cls: 2.9574, loss: 2.9574, grad_norm: 1.4292 2020-07-18 03:41:03,057 - mmaction - INFO - Epoch [73][420/1253] lr: 2.452e-01, eta: 3 days, 5:21:50, time: 1.128, data_time: 0.002, memory: 9059, top1_acc: 0.3464, top5_acc: 0.6052, loss_cls: 2.9407, loss: 2.9407, grad_norm: 1.4274 2020-07-18 03:41:24,560 - mmaction - INFO - Epoch [73][440/1253] lr: 2.452e-01, eta: 3 days, 5:20:56, time: 1.079, data_time: 0.006, memory: 9059, top1_acc: 0.3609, top5_acc: 0.6094, loss_cls: 2.9559, loss: 2.9559, grad_norm: 1.4040 2020-07-18 03:41:45,820 - mmaction - INFO - Epoch [73][460/1253] lr: 2.452e-01, eta: 3 days, 5:19:58, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.3464, top5_acc: 0.6005, loss_cls: 2.9632, loss: 2.9632, grad_norm: 1.3868 2020-07-18 03:42:07,511 - mmaction - INFO - Epoch [73][480/1253] lr: 2.452e-01, eta: 3 days, 5:19:06, time: 1.086, data_time: 0.007, memory: 9059, top1_acc: 0.3419, top5_acc: 0.5911, loss_cls: 3.0028, loss: 3.0028, grad_norm: 1.4177 2020-07-18 03:42:28,934 - mmaction - INFO - Epoch [73][500/1253] lr: 2.452e-01, eta: 3 days, 5:18:11, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3560, top5_acc: 0.6078, loss_cls: 2.9539, loss: 2.9539, grad_norm: 1.4414 2020-07-18 03:42:50,629 - mmaction - INFO - Epoch [73][520/1253] lr: 2.452e-01, eta: 3 days, 5:17:19, time: 1.085, data_time: 0.001, memory: 9059, top1_acc: 0.3458, top5_acc: 0.5971, loss_cls: 2.9884, loss: 2.9884, grad_norm: 1.3812 2020-07-18 03:43:12,195 - mmaction - INFO - Epoch [73][540/1253] lr: 2.452e-01, eta: 3 days, 5:16:25, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.3526, top5_acc: 0.6036, loss_cls: 2.9543, loss: 2.9543, grad_norm: 1.4140 2020-07-18 03:43:33,495 - mmaction - INFO - Epoch [73][560/1253] lr: 2.452e-01, eta: 3 days, 5:15:29, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.3359, top5_acc: 0.5997, loss_cls: 3.0197, loss: 3.0197, grad_norm: 1.3993 2020-07-18 03:43:54,771 - mmaction - INFO - Epoch [73][580/1253] lr: 2.452e-01, eta: 3 days, 5:14:32, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3305, top5_acc: 0.6013, loss_cls: 2.9800, loss: 2.9800, grad_norm: 1.4240 2020-07-18 03:44:16,405 - mmaction - INFO - Epoch [73][600/1253] lr: 2.452e-01, eta: 3 days, 5:13:40, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.3427, top5_acc: 0.5898, loss_cls: 3.0450, loss: 3.0450, grad_norm: 1.3815 2020-07-18 03:44:37,844 - mmaction - INFO - Epoch [73][620/1253] lr: 2.452e-01, eta: 3 days, 5:12:45, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3438, top5_acc: 0.5982, loss_cls: 3.0304, loss: 3.0304, grad_norm: 1.4123 2020-07-18 03:44:59,596 - mmaction - INFO - Epoch [73][640/1253] lr: 2.452e-01, eta: 3 days, 5:11:54, time: 1.088, data_time: 0.002, memory: 9059, top1_acc: 0.3341, top5_acc: 0.5961, loss_cls: 3.0115, loss: 3.0115, grad_norm: 1.3934 2020-07-18 03:45:21,074 - mmaction - INFO - Epoch [73][660/1253] lr: 2.452e-01, eta: 3 days, 5:11:00, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3422, top5_acc: 0.6016, loss_cls: 2.9723, loss: 2.9723, grad_norm: 1.4245 2020-07-18 03:45:42,519 - mmaction - INFO - Epoch [73][680/1253] lr: 2.452e-01, eta: 3 days, 5:10:05, time: 1.073, data_time: 0.003, memory: 9059, top1_acc: 0.3398, top5_acc: 0.6010, loss_cls: 2.9966, loss: 2.9966, grad_norm: 1.4100 2020-07-18 03:46:04,044 - mmaction - INFO - Epoch [73][700/1253] lr: 2.452e-01, eta: 3 days, 5:09:12, time: 1.076, data_time: 0.006, memory: 9059, top1_acc: 0.3594, top5_acc: 0.6099, loss_cls: 2.9234, loss: 2.9234, grad_norm: 1.4094 2020-07-18 03:46:25,336 - mmaction - INFO - Epoch [73][720/1253] lr: 2.452e-01, eta: 3 days, 5:08:16, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3531, top5_acc: 0.6104, loss_cls: 2.9652, loss: 2.9652, grad_norm: 1.4022 2020-07-18 03:46:47,515 - mmaction - INFO - Epoch [73][740/1253] lr: 2.452e-01, eta: 3 days, 5:07:30, time: 1.108, data_time: 0.002, memory: 9059, top1_acc: 0.3555, top5_acc: 0.5961, loss_cls: 2.9953, loss: 2.9953, grad_norm: 1.4088 2020-07-18 03:47:08,675 - mmaction - INFO - Epoch [73][760/1253] lr: 2.452e-01, eta: 3 days, 5:06:32, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.3414, top5_acc: 0.6031, loss_cls: 2.9969, loss: 2.9969, grad_norm: 1.4178 2020-07-18 03:47:29,810 - mmaction - INFO - Epoch [73][780/1253] lr: 2.452e-01, eta: 3 days, 5:05:35, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.3458, top5_acc: 0.6068, loss_cls: 2.9624, loss: 2.9624, grad_norm: 1.3829 2020-07-18 03:47:51,308 - mmaction - INFO - Epoch [73][800/1253] lr: 2.452e-01, eta: 3 days, 5:04:41, time: 1.075, data_time: 0.003, memory: 9059, top1_acc: 0.3479, top5_acc: 0.5966, loss_cls: 2.9736, loss: 2.9736, grad_norm: 1.3895 2020-07-18 03:48:12,550 - mmaction - INFO - Epoch [73][820/1253] lr: 2.452e-01, eta: 3 days, 5:03:45, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.3479, top5_acc: 0.6057, loss_cls: 2.9604, loss: 2.9604, grad_norm: 1.4333 2020-07-18 03:48:33,884 - mmaction - INFO - Epoch [73][840/1253] lr: 2.452e-01, eta: 3 days, 5:02:50, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.3490, top5_acc: 0.5979, loss_cls: 3.0029, loss: 3.0029, grad_norm: 1.3811 2020-07-18 03:48:55,021 - mmaction - INFO - Epoch [73][860/1253] lr: 2.452e-01, eta: 3 days, 5:01:53, time: 1.056, data_time: 0.001, memory: 9059, top1_acc: 0.3396, top5_acc: 0.5862, loss_cls: 3.0310, loss: 3.0310, grad_norm: 1.4031 2020-07-18 03:49:16,356 - mmaction - INFO - Epoch [73][880/1253] lr: 2.452e-01, eta: 3 days, 5:00:58, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3378, top5_acc: 0.6039, loss_cls: 2.9897, loss: 2.9897, grad_norm: 1.4408 2020-07-18 03:49:37,729 - mmaction - INFO - Epoch [73][900/1253] lr: 2.452e-01, eta: 3 days, 5:00:03, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3424, top5_acc: 0.5872, loss_cls: 3.0594, loss: 3.0594, grad_norm: 1.3963 2020-07-18 03:49:59,299 - mmaction - INFO - Epoch [73][920/1253] lr: 2.452e-01, eta: 3 days, 4:59:11, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.3570, top5_acc: 0.6091, loss_cls: 2.9138, loss: 2.9138, grad_norm: 1.3884 2020-07-18 03:50:20,718 - mmaction - INFO - Epoch [73][940/1253] lr: 2.452e-01, eta: 3 days, 4:58:17, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3401, top5_acc: 0.5901, loss_cls: 3.0167, loss: 3.0167, grad_norm: 1.4084 2020-07-18 03:50:41,956 - mmaction - INFO - Epoch [73][960/1253] lr: 2.452e-01, eta: 3 days, 4:57:21, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3409, top5_acc: 0.6052, loss_cls: 2.9589, loss: 2.9589, grad_norm: 1.3821 2020-07-18 03:51:03,156 - mmaction - INFO - Epoch [73][980/1253] lr: 2.452e-01, eta: 3 days, 4:56:25, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3565, top5_acc: 0.6036, loss_cls: 2.9712, loss: 2.9712, grad_norm: 1.3928 2020-07-18 03:51:24,489 - mmaction - INFO - Epoch [73][1000/1253] lr: 2.452e-01, eta: 3 days, 4:55:31, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3292, top5_acc: 0.5896, loss_cls: 3.0513, loss: 3.0513, grad_norm: 1.3912 2020-07-18 03:51:45,883 - mmaction - INFO - Epoch [73][1020/1253] lr: 2.452e-01, eta: 3 days, 4:54:37, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3578, top5_acc: 0.6029, loss_cls: 2.9436, loss: 2.9436, grad_norm: 1.3598 2020-07-18 03:52:07,113 - mmaction - INFO - Epoch [73][1040/1253] lr: 2.452e-01, eta: 3 days, 4:53:41, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3542, top5_acc: 0.6036, loss_cls: 2.9188, loss: 2.9188, grad_norm: 1.4031 2020-07-18 03:52:28,287 - mmaction - INFO - Epoch [73][1060/1253] lr: 2.452e-01, eta: 3 days, 4:52:45, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.3323, top5_acc: 0.5940, loss_cls: 3.0457, loss: 3.0457, grad_norm: 1.3760 2020-07-18 03:52:49,933 - mmaction - INFO - Epoch [73][1080/1253] lr: 2.452e-01, eta: 3 days, 4:51:54, time: 1.082, data_time: 0.002, memory: 9059, top1_acc: 0.3445, top5_acc: 0.5940, loss_cls: 3.0150, loss: 3.0150, grad_norm: 1.4146 2020-07-18 03:53:11,462 - mmaction - INFO - Epoch [73][1100/1253] lr: 2.452e-01, eta: 3 days, 4:51:01, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.3349, top5_acc: 0.5914, loss_cls: 3.0409, loss: 3.0409, grad_norm: 1.4230 2020-07-18 03:53:32,677 - mmaction - INFO - Epoch [73][1120/1253] lr: 2.452e-01, eta: 3 days, 4:50:06, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.3367, top5_acc: 0.5898, loss_cls: 3.0339, loss: 3.0339, grad_norm: 1.3879 2020-07-18 03:53:54,081 - mmaction - INFO - Epoch [73][1140/1253] lr: 2.452e-01, eta: 3 days, 4:49:13, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.3438, top5_acc: 0.6018, loss_cls: 2.9876, loss: 2.9876, grad_norm: 1.4046 2020-07-18 03:54:15,437 - mmaction - INFO - Epoch [73][1160/1253] lr: 2.452e-01, eta: 3 days, 4:48:19, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3404, top5_acc: 0.6039, loss_cls: 2.9670, loss: 2.9670, grad_norm: 1.4039 2020-07-18 03:54:36,784 - mmaction - INFO - Epoch [73][1180/1253] lr: 2.452e-01, eta: 3 days, 4:47:25, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3482, top5_acc: 0.6031, loss_cls: 2.9479, loss: 2.9479, grad_norm: 1.4068 2020-07-18 03:54:57,991 - mmaction - INFO - Epoch [73][1200/1253] lr: 2.452e-01, eta: 3 days, 4:46:30, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3497, top5_acc: 0.5971, loss_cls: 2.9936, loss: 2.9936, grad_norm: 1.4223 2020-07-18 03:55:19,271 - mmaction - INFO - Epoch [73][1220/1253] lr: 2.452e-01, eta: 3 days, 4:45:35, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.3393, top5_acc: 0.5951, loss_cls: 2.9981, loss: 2.9981, grad_norm: 1.4061 2020-07-18 03:55:40,540 - mmaction - INFO - Epoch [73][1240/1253] lr: 2.452e-01, eta: 3 days, 4:44:40, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3508, top5_acc: 0.5964, loss_cls: 2.9981, loss: 2.9981, grad_norm: 1.3849 2020-07-18 03:59:08,735 - mmaction - INFO - Epoch [74][20/1253] lr: 2.437e-01, eta: 3 days, 5:10:36, time: 9.407, data_time: 8.215, memory: 9059, top1_acc: 0.3414, top5_acc: 0.6065, loss_cls: 2.9665, loss: 2.9665, grad_norm: 1.4321 2020-07-18 03:59:30,221 - mmaction - INFO - Epoch [74][40/1253] lr: 2.437e-01, eta: 3 days, 5:09:42, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.3430, top5_acc: 0.5880, loss_cls: 3.0261, loss: 3.0261, grad_norm: 1.4224 2020-07-18 03:59:51,801 - mmaction - INFO - Epoch [74][60/1253] lr: 2.437e-01, eta: 3 days, 5:08:50, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.3323, top5_acc: 0.5888, loss_cls: 3.0619, loss: 3.0619, grad_norm: 1.3716 2020-07-18 04:00:21,596 - mmaction - INFO - Epoch [74][80/1253] lr: 2.437e-01, eta: 3 days, 5:09:20, time: 1.468, data_time: 0.002, memory: 9059, top1_acc: 0.3487, top5_acc: 0.5927, loss_cls: 2.9989, loss: 2.9989, grad_norm: 1.3831 2020-07-18 04:00:44,457 - mmaction - INFO - Epoch [74][100/1253] lr: 2.437e-01, eta: 3 days, 5:08:46, time: 1.164, data_time: 0.040, memory: 9059, top1_acc: 0.3500, top5_acc: 0.6013, loss_cls: 2.9609, loss: 2.9609, grad_norm: 1.3725 2020-07-18 04:01:06,141 - mmaction - INFO - Epoch [74][120/1253] lr: 2.437e-01, eta: 3 days, 5:07:54, time: 1.084, data_time: 0.007, memory: 9059, top1_acc: 0.3630, top5_acc: 0.6224, loss_cls: 2.8869, loss: 2.8869, grad_norm: 1.3786 2020-07-18 04:01:27,370 - mmaction - INFO - Epoch [74][140/1253] lr: 2.437e-01, eta: 3 days, 5:06:58, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3497, top5_acc: 0.6188, loss_cls: 2.8920, loss: 2.8920, grad_norm: 1.3914 2020-07-18 04:01:48,511 - mmaction - INFO - Epoch [74][160/1253] lr: 2.437e-01, eta: 3 days, 5:06:01, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.3578, top5_acc: 0.6156, loss_cls: 2.8805, loss: 2.8805, grad_norm: 1.4267 2020-07-18 04:02:09,804 - mmaction - INFO - Epoch [74][180/1253] lr: 2.437e-01, eta: 3 days, 5:05:05, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3698, top5_acc: 0.6224, loss_cls: 2.8889, loss: 2.8889, grad_norm: 1.4099 2020-07-18 04:02:31,092 - mmaction - INFO - Epoch [74][200/1253] lr: 2.437e-01, eta: 3 days, 5:04:10, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3349, top5_acc: 0.5896, loss_cls: 3.0146, loss: 3.0146, grad_norm: 1.3956 2020-07-18 04:02:52,493 - mmaction - INFO - Epoch [74][220/1253] lr: 2.437e-01, eta: 3 days, 5:03:16, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.3589, top5_acc: 0.6120, loss_cls: 2.9459, loss: 2.9459, grad_norm: 1.3817 2020-07-18 04:03:13,784 - mmaction - INFO - Epoch [74][240/1253] lr: 2.437e-01, eta: 3 days, 5:02:20, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3536, top5_acc: 0.6047, loss_cls: 2.9516, loss: 2.9516, grad_norm: 1.4199 2020-07-18 04:03:35,222 - mmaction - INFO - Epoch [74][260/1253] lr: 2.437e-01, eta: 3 days, 5:01:26, time: 1.071, data_time: 0.003, memory: 9059, top1_acc: 0.3503, top5_acc: 0.5906, loss_cls: 3.0207, loss: 3.0207, grad_norm: 1.4170 2020-07-18 04:03:56,511 - mmaction - INFO - Epoch [74][280/1253] lr: 2.437e-01, eta: 3 days, 5:00:31, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.3495, top5_acc: 0.5977, loss_cls: 2.9927, loss: 2.9927, grad_norm: 1.3877 2020-07-18 04:04:17,978 - mmaction - INFO - Epoch [74][300/1253] lr: 2.437e-01, eta: 3 days, 4:59:38, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.3547, top5_acc: 0.6008, loss_cls: 2.9378, loss: 2.9378, grad_norm: 1.3906 2020-07-18 04:04:39,573 - mmaction - INFO - Epoch [74][320/1253] lr: 2.437e-01, eta: 3 days, 4:58:46, time: 1.079, data_time: 0.001, memory: 9059, top1_acc: 0.3591, top5_acc: 0.6065, loss_cls: 2.9690, loss: 2.9690, grad_norm: 1.3851 2020-07-18 04:05:00,979 - mmaction - INFO - Epoch [74][340/1253] lr: 2.437e-01, eta: 3 days, 4:57:53, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3604, top5_acc: 0.6112, loss_cls: 2.9115, loss: 2.9115, grad_norm: 1.4257 2020-07-18 04:05:22,734 - mmaction - INFO - Epoch [74][360/1253] lr: 2.437e-01, eta: 3 days, 4:57:02, time: 1.088, data_time: 0.002, memory: 9059, top1_acc: 0.3591, top5_acc: 0.6086, loss_cls: 2.9479, loss: 2.9479, grad_norm: 1.3974 2020-07-18 04:05:44,182 - mmaction - INFO - Epoch [74][380/1253] lr: 2.437e-01, eta: 3 days, 4:56:09, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3471, top5_acc: 0.6055, loss_cls: 2.9746, loss: 2.9746, grad_norm: 1.4177 2020-07-18 04:06:05,546 - mmaction - INFO - Epoch [74][400/1253] lr: 2.437e-01, eta: 3 days, 4:55:15, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3422, top5_acc: 0.5977, loss_cls: 3.0063, loss: 3.0063, grad_norm: 1.4067 2020-07-18 04:06:27,050 - mmaction - INFO - Epoch [74][420/1253] lr: 2.437e-01, eta: 3 days, 4:54:23, time: 1.074, data_time: 0.001, memory: 9059, top1_acc: 0.3547, top5_acc: 0.6070, loss_cls: 2.9047, loss: 2.9047, grad_norm: 1.3996 2020-07-18 04:06:48,472 - mmaction - INFO - Epoch [74][440/1253] lr: 2.437e-01, eta: 3 days, 4:53:29, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3518, top5_acc: 0.6078, loss_cls: 2.9659, loss: 2.9659, grad_norm: 1.4371 2020-07-18 04:07:09,647 - mmaction - INFO - Epoch [74][460/1253] lr: 2.437e-01, eta: 3 days, 4:52:33, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3646, top5_acc: 0.6177, loss_cls: 2.9077, loss: 2.9077, grad_norm: 1.3981 2020-07-18 04:07:31,652 - mmaction - INFO - Epoch [74][480/1253] lr: 2.437e-01, eta: 3 days, 4:51:46, time: 1.099, data_time: 0.002, memory: 9059, top1_acc: 0.3432, top5_acc: 0.6154, loss_cls: 2.9521, loss: 2.9521, grad_norm: 1.4164 2020-07-18 04:07:53,986 - mmaction - INFO - Epoch [74][500/1253] lr: 2.437e-01, eta: 3 days, 4:51:02, time: 1.117, data_time: 0.013, memory: 9059, top1_acc: 0.3544, top5_acc: 0.6070, loss_cls: 2.9782, loss: 2.9782, grad_norm: 1.3978 2020-07-18 04:08:16,608 - mmaction - INFO - Epoch [74][520/1253] lr: 2.437e-01, eta: 3 days, 4:50:22, time: 1.131, data_time: 0.013, memory: 9059, top1_acc: 0.3448, top5_acc: 0.5935, loss_cls: 2.9916, loss: 2.9916, grad_norm: 1.4070 2020-07-18 04:08:38,704 - mmaction - INFO - Epoch [74][540/1253] lr: 2.437e-01, eta: 3 days, 4:49:36, time: 1.105, data_time: 0.013, memory: 9059, top1_acc: 0.3458, top5_acc: 0.6065, loss_cls: 2.9993, loss: 2.9993, grad_norm: 1.4398 2020-07-18 04:09:00,336 - mmaction - INFO - Epoch [74][560/1253] lr: 2.437e-01, eta: 3 days, 4:48:45, time: 1.082, data_time: 0.002, memory: 9059, top1_acc: 0.3589, top5_acc: 0.5997, loss_cls: 2.9708, loss: 2.9708, grad_norm: 1.4165 2020-07-18 04:09:31,862 - mmaction - INFO - Epoch [74][580/1253] lr: 2.437e-01, eta: 3 days, 4:49:35, time: 1.564, data_time: 0.059, memory: 9059, top1_acc: 0.3391, top5_acc: 0.5953, loss_cls: 3.0410, loss: 3.0410, grad_norm: 1.4510 2020-07-18 04:09:54,358 - mmaction - INFO - Epoch [74][600/1253] lr: 2.437e-01, eta: 3 days, 4:48:56, time: 1.136, data_time: 0.030, memory: 9059, top1_acc: 0.3490, top5_acc: 0.5979, loss_cls: 2.9965, loss: 2.9965, grad_norm: 1.4005 2020-07-18 04:10:16,797 - mmaction - INFO - Epoch [74][620/1253] lr: 2.437e-01, eta: 3 days, 4:48:14, time: 1.123, data_time: 0.020, memory: 9059, top1_acc: 0.3451, top5_acc: 0.6021, loss_cls: 2.9786, loss: 2.9786, grad_norm: 1.4307 2020-07-18 04:10:38,897 - mmaction - INFO - Epoch [74][640/1253] lr: 2.437e-01, eta: 3 days, 4:47:27, time: 1.104, data_time: 0.010, memory: 9059, top1_acc: 0.3466, top5_acc: 0.5818, loss_cls: 3.0133, loss: 3.0133, grad_norm: 1.3926 2020-07-18 04:11:00,705 - mmaction - INFO - Epoch [74][660/1253] lr: 2.437e-01, eta: 3 days, 4:46:39, time: 1.091, data_time: 0.003, memory: 9059, top1_acc: 0.3529, top5_acc: 0.6135, loss_cls: 2.9144, loss: 2.9144, grad_norm: 1.3683 2020-07-18 04:11:22,121 - mmaction - INFO - Epoch [74][680/1253] lr: 2.437e-01, eta: 3 days, 4:45:46, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3518, top5_acc: 0.6036, loss_cls: 2.9589, loss: 2.9589, grad_norm: 1.3925 2020-07-18 04:11:43,373 - mmaction - INFO - Epoch [74][700/1253] lr: 2.437e-01, eta: 3 days, 4:44:51, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.3440, top5_acc: 0.5979, loss_cls: 3.0058, loss: 3.0058, grad_norm: 1.3877 2020-07-18 04:12:04,679 - mmaction - INFO - Epoch [74][720/1253] lr: 2.437e-01, eta: 3 days, 4:43:57, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3435, top5_acc: 0.6026, loss_cls: 2.9504, loss: 2.9504, grad_norm: 1.4024 2020-07-18 04:12:26,486 - mmaction - INFO - Epoch [74][740/1253] lr: 2.437e-01, eta: 3 days, 4:43:09, time: 1.091, data_time: 0.002, memory: 9059, top1_acc: 0.3576, top5_acc: 0.6146, loss_cls: 2.9171, loss: 2.9171, grad_norm: 1.3781 2020-07-18 04:12:47,599 - mmaction - INFO - Epoch [74][760/1253] lr: 2.437e-01, eta: 3 days, 4:42:13, time: 1.055, data_time: 0.001, memory: 9059, top1_acc: 0.3471, top5_acc: 0.5948, loss_cls: 2.9754, loss: 2.9754, grad_norm: 1.4194 2020-07-18 04:13:08,941 - mmaction - INFO - Epoch [74][780/1253] lr: 2.437e-01, eta: 3 days, 4:41:20, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3404, top5_acc: 0.5836, loss_cls: 3.0276, loss: 3.0276, grad_norm: 1.3981 2020-07-18 04:13:30,244 - mmaction - INFO - Epoch [74][800/1253] lr: 2.437e-01, eta: 3 days, 4:40:26, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3404, top5_acc: 0.5930, loss_cls: 3.0355, loss: 3.0355, grad_norm: 1.4416 2020-07-18 04:13:51,397 - mmaction - INFO - Epoch [74][820/1253] lr: 2.437e-01, eta: 3 days, 4:39:30, time: 1.057, data_time: 0.001, memory: 9059, top1_acc: 0.3451, top5_acc: 0.6091, loss_cls: 2.9747, loss: 2.9747, grad_norm: 1.4248 2020-07-18 04:14:12,805 - mmaction - INFO - Epoch [74][840/1253] lr: 2.437e-01, eta: 3 days, 4:38:38, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3445, top5_acc: 0.6063, loss_cls: 2.9709, loss: 2.9709, grad_norm: 1.3940 2020-07-18 04:14:34,213 - mmaction - INFO - Epoch [74][860/1253] lr: 2.437e-01, eta: 3 days, 4:37:45, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3453, top5_acc: 0.6034, loss_cls: 2.9990, loss: 2.9990, grad_norm: 1.3909 2020-07-18 04:14:55,488 - mmaction - INFO - Epoch [74][880/1253] lr: 2.437e-01, eta: 3 days, 4:36:52, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3508, top5_acc: 0.6029, loss_cls: 2.9664, loss: 2.9664, grad_norm: 1.3694 2020-07-18 04:15:16,706 - mmaction - INFO - Epoch [74][900/1253] lr: 2.437e-01, eta: 3 days, 4:35:58, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3484, top5_acc: 0.5987, loss_cls: 2.9938, loss: 2.9938, grad_norm: 1.4112 2020-07-18 04:15:38,212 - mmaction - INFO - Epoch [74][920/1253] lr: 2.437e-01, eta: 3 days, 4:35:06, time: 1.075, data_time: 0.001, memory: 9059, top1_acc: 0.3341, top5_acc: 0.5862, loss_cls: 3.0478, loss: 3.0478, grad_norm: 1.3930 2020-07-18 04:15:59,527 - mmaction - INFO - Epoch [74][940/1253] lr: 2.437e-01, eta: 3 days, 4:34:13, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3523, top5_acc: 0.6016, loss_cls: 2.9537, loss: 2.9537, grad_norm: 1.4056 2020-07-18 04:16:20,902 - mmaction - INFO - Epoch [74][960/1253] lr: 2.437e-01, eta: 3 days, 4:33:20, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3263, top5_acc: 0.5922, loss_cls: 3.0372, loss: 3.0372, grad_norm: 1.4214 2020-07-18 04:16:42,323 - mmaction - INFO - Epoch [74][980/1253] lr: 2.437e-01, eta: 3 days, 4:32:29, time: 1.073, data_time: 0.003, memory: 9059, top1_acc: 0.3391, top5_acc: 0.5987, loss_cls: 3.0042, loss: 3.0042, grad_norm: 1.3714 2020-07-18 04:17:03,650 - mmaction - INFO - Epoch [74][1000/1253] lr: 2.437e-01, eta: 3 days, 4:31:36, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.3500, top5_acc: 0.6034, loss_cls: 2.9673, loss: 2.9673, grad_norm: 1.3840 2020-07-18 04:17:24,938 - mmaction - INFO - Epoch [74][1020/1253] lr: 2.437e-01, eta: 3 days, 4:30:42, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.3344, top5_acc: 0.5888, loss_cls: 3.0619, loss: 3.0619, grad_norm: 1.4293 2020-07-18 04:17:46,446 - mmaction - INFO - Epoch [74][1040/1253] lr: 2.437e-01, eta: 3 days, 4:29:51, time: 1.076, data_time: 0.007, memory: 9059, top1_acc: 0.3557, top5_acc: 0.6016, loss_cls: 2.9401, loss: 2.9401, grad_norm: 1.4319 2020-07-18 04:18:07,930 - mmaction - INFO - Epoch [74][1060/1253] lr: 2.437e-01, eta: 3 days, 4:29:00, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3466, top5_acc: 0.5964, loss_cls: 3.0114, loss: 3.0114, grad_norm: 1.4091 2020-07-18 04:18:29,154 - mmaction - INFO - Epoch [74][1080/1253] lr: 2.437e-01, eta: 3 days, 4:28:06, time: 1.061, data_time: 0.003, memory: 9059, top1_acc: 0.3430, top5_acc: 0.5969, loss_cls: 2.9764, loss: 2.9764, grad_norm: 1.3858 2020-07-18 04:18:50,752 - mmaction - INFO - Epoch [74][1100/1253] lr: 2.437e-01, eta: 3 days, 4:27:17, time: 1.082, data_time: 0.003, memory: 9059, top1_acc: 0.3398, top5_acc: 0.5924, loss_cls: 3.0188, loss: 3.0188, grad_norm: 1.3738 2020-07-18 04:19:12,121 - mmaction - INFO - Epoch [74][1120/1253] lr: 2.437e-01, eta: 3 days, 4:26:24, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.3469, top5_acc: 0.6021, loss_cls: 2.9590, loss: 2.9590, grad_norm: 1.3813 2020-07-18 04:19:33,557 - mmaction - INFO - Epoch [74][1140/1253] lr: 2.437e-01, eta: 3 days, 4:25:33, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3510, top5_acc: 0.6052, loss_cls: 2.9376, loss: 2.9376, grad_norm: 1.4090 2020-07-18 04:19:55,052 - mmaction - INFO - Epoch [74][1160/1253] lr: 2.437e-01, eta: 3 days, 4:24:42, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.3508, top5_acc: 0.6078, loss_cls: 2.9387, loss: 2.9387, grad_norm: 1.3803 2020-07-18 04:20:16,327 - mmaction - INFO - Epoch [74][1180/1253] lr: 2.437e-01, eta: 3 days, 4:23:49, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.3661, top5_acc: 0.6089, loss_cls: 2.9253, loss: 2.9253, grad_norm: 1.4039 2020-07-18 04:20:37,578 - mmaction - INFO - Epoch [74][1200/1253] lr: 2.437e-01, eta: 3 days, 4:22:56, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3435, top5_acc: 0.5956, loss_cls: 2.9955, loss: 2.9955, grad_norm: 1.3680 2020-07-18 04:20:58,970 - mmaction - INFO - Epoch [74][1220/1253] lr: 2.437e-01, eta: 3 days, 4:22:05, time: 1.071, data_time: 0.003, memory: 9059, top1_acc: 0.3516, top5_acc: 0.5956, loss_cls: 3.0172, loss: 3.0172, grad_norm: 1.4044 2020-07-18 04:21:20,459 - mmaction - INFO - Epoch [74][1240/1253] lr: 2.437e-01, eta: 3 days, 4:21:14, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3435, top5_acc: 0.5997, loss_cls: 2.9845, loss: 2.9845, grad_norm: 1.4083 2020-07-18 04:24:58,543 - mmaction - INFO - Epoch [75][20/1253] lr: 2.423e-01, eta: 3 days, 4:46:15, time: 9.619, data_time: 8.188, memory: 9059, top1_acc: 0.3396, top5_acc: 0.5961, loss_cls: 2.9965, loss: 2.9965, grad_norm: 1.4069 2020-07-18 04:25:19,909 - mmaction - INFO - Epoch [75][40/1253] lr: 2.423e-01, eta: 3 days, 4:45:22, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3609, top5_acc: 0.6102, loss_cls: 2.9411, loss: 2.9411, grad_norm: 1.3832 2020-07-18 04:25:41,373 - mmaction - INFO - Epoch [75][60/1253] lr: 2.423e-01, eta: 3 days, 4:44:30, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3406, top5_acc: 0.6063, loss_cls: 2.9605, loss: 2.9605, grad_norm: 1.4138 2020-07-18 04:26:02,924 - mmaction - INFO - Epoch [75][80/1253] lr: 2.423e-01, eta: 3 days, 4:43:39, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.3531, top5_acc: 0.6003, loss_cls: 2.9573, loss: 2.9573, grad_norm: 1.4163 2020-07-18 04:26:24,128 - mmaction - INFO - Epoch [75][100/1253] lr: 2.423e-01, eta: 3 days, 4:42:44, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3471, top5_acc: 0.6083, loss_cls: 2.9376, loss: 2.9376, grad_norm: 1.3895 2020-07-18 04:26:45,431 - mmaction - INFO - Epoch [75][120/1253] lr: 2.423e-01, eta: 3 days, 4:41:50, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.3573, top5_acc: 0.6115, loss_cls: 2.9219, loss: 2.9219, grad_norm: 1.4160 2020-07-18 04:27:06,721 - mmaction - INFO - Epoch [75][140/1253] lr: 2.423e-01, eta: 3 days, 4:40:56, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3432, top5_acc: 0.6000, loss_cls: 2.9907, loss: 2.9907, grad_norm: 1.4200 2020-07-18 04:27:28,206 - mmaction - INFO - Epoch [75][160/1253] lr: 2.423e-01, eta: 3 days, 4:40:05, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.3531, top5_acc: 0.6000, loss_cls: 2.9806, loss: 2.9806, grad_norm: 1.3834 2020-07-18 04:27:50,134 - mmaction - INFO - Epoch [75][180/1253] lr: 2.423e-01, eta: 3 days, 4:39:18, time: 1.097, data_time: 0.016, memory: 9059, top1_acc: 0.3565, top5_acc: 0.6063, loss_cls: 2.9409, loss: 2.9409, grad_norm: 1.3869 2020-07-18 04:28:12,545 - mmaction - INFO - Epoch [75][200/1253] lr: 2.423e-01, eta: 3 days, 4:38:34, time: 1.115, data_time: 0.012, memory: 9059, top1_acc: 0.3563, top5_acc: 0.6036, loss_cls: 2.9550, loss: 2.9550, grad_norm: 1.3914 2020-07-18 04:28:34,012 - mmaction - INFO - Epoch [75][220/1253] lr: 2.423e-01, eta: 3 days, 4:37:43, time: 1.078, data_time: 0.015, memory: 9059, top1_acc: 0.3557, top5_acc: 0.6242, loss_cls: 2.8850, loss: 2.8850, grad_norm: 1.4324 2020-07-18 04:28:55,160 - mmaction - INFO - Epoch [75][240/1253] lr: 2.423e-01, eta: 3 days, 4:36:49, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.3422, top5_acc: 0.5938, loss_cls: 2.9874, loss: 2.9874, grad_norm: 1.4566 2020-07-18 04:29:16,409 - mmaction - INFO - Epoch [75][260/1253] lr: 2.423e-01, eta: 3 days, 4:35:55, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3417, top5_acc: 0.5977, loss_cls: 3.0146, loss: 3.0146, grad_norm: 1.4177 2020-07-18 04:29:37,711 - mmaction - INFO - Epoch [75][280/1253] lr: 2.423e-01, eta: 3 days, 4:35:02, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3667, top5_acc: 0.6036, loss_cls: 2.9440, loss: 2.9440, grad_norm: 1.4107 2020-07-18 04:29:58,968 - mmaction - INFO - Epoch [75][300/1253] lr: 2.423e-01, eta: 3 days, 4:34:08, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3367, top5_acc: 0.5943, loss_cls: 3.0353, loss: 3.0353, grad_norm: 1.4098 2020-07-18 04:30:21,374 - mmaction - INFO - Epoch [75][320/1253] lr: 2.423e-01, eta: 3 days, 4:33:26, time: 1.121, data_time: 0.002, memory: 9059, top1_acc: 0.3602, top5_acc: 0.6193, loss_cls: 2.8957, loss: 2.8957, grad_norm: 1.4085 2020-07-18 04:30:42,698 - mmaction - INFO - Epoch [75][340/1253] lr: 2.423e-01, eta: 3 days, 4:32:33, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3432, top5_acc: 0.6047, loss_cls: 2.9674, loss: 2.9674, grad_norm: 1.4114 2020-07-18 04:31:04,126 - mmaction - INFO - Epoch [75][360/1253] lr: 2.423e-01, eta: 3 days, 4:31:41, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3432, top5_acc: 0.5924, loss_cls: 2.9892, loss: 2.9892, grad_norm: 1.4071 2020-07-18 04:31:25,447 - mmaction - INFO - Epoch [75][380/1253] lr: 2.423e-01, eta: 3 days, 4:30:48, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3604, top5_acc: 0.6128, loss_cls: 2.8878, loss: 2.8878, grad_norm: 1.3871 2020-07-18 04:31:47,090 - mmaction - INFO - Epoch [75][400/1253] lr: 2.423e-01, eta: 3 days, 4:29:59, time: 1.082, data_time: 0.005, memory: 9059, top1_acc: 0.3385, top5_acc: 0.5951, loss_cls: 3.0097, loss: 3.0097, grad_norm: 1.3985 2020-07-18 04:32:08,356 - mmaction - INFO - Epoch [75][420/1253] lr: 2.423e-01, eta: 3 days, 4:29:06, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.3466, top5_acc: 0.5961, loss_cls: 2.9730, loss: 2.9730, grad_norm: 1.4191 2020-07-18 04:32:29,730 - mmaction - INFO - Epoch [75][440/1253] lr: 2.423e-01, eta: 3 days, 4:28:14, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3552, top5_acc: 0.6068, loss_cls: 2.9584, loss: 2.9584, grad_norm: 1.3890 2020-07-18 04:32:51,076 - mmaction - INFO - Epoch [75][460/1253] lr: 2.423e-01, eta: 3 days, 4:27:21, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3542, top5_acc: 0.5997, loss_cls: 2.9822, loss: 2.9822, grad_norm: 1.3973 2020-07-18 04:33:12,243 - mmaction - INFO - Epoch [75][480/1253] lr: 2.423e-01, eta: 3 days, 4:26:27, time: 1.057, data_time: 0.001, memory: 9059, top1_acc: 0.3578, top5_acc: 0.6115, loss_cls: 2.9239, loss: 2.9239, grad_norm: 1.3748 2020-07-18 04:33:33,399 - mmaction - INFO - Epoch [75][500/1253] lr: 2.423e-01, eta: 3 days, 4:25:33, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.3576, top5_acc: 0.6060, loss_cls: 2.9274, loss: 2.9274, grad_norm: 1.4002 2020-07-18 04:33:55,266 - mmaction - INFO - Epoch [75][520/1253] lr: 2.423e-01, eta: 3 days, 4:24:46, time: 1.092, data_time: 0.002, memory: 9059, top1_acc: 0.3565, top5_acc: 0.6065, loss_cls: 2.9576, loss: 2.9576, grad_norm: 1.4131 2020-07-18 04:34:17,039 - mmaction - INFO - Epoch [75][540/1253] lr: 2.423e-01, eta: 3 days, 4:23:58, time: 1.089, data_time: 0.003, memory: 9059, top1_acc: 0.3448, top5_acc: 0.6042, loss_cls: 2.9416, loss: 2.9416, grad_norm: 1.4417 2020-07-18 04:34:38,284 - mmaction - INFO - Epoch [75][560/1253] lr: 2.423e-01, eta: 3 days, 4:23:05, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3521, top5_acc: 0.6081, loss_cls: 2.9484, loss: 2.9484, grad_norm: 1.4271 2020-07-18 04:35:00,001 - mmaction - INFO - Epoch [75][580/1253] lr: 2.423e-01, eta: 3 days, 4:22:17, time: 1.088, data_time: 0.004, memory: 9059, top1_acc: 0.3529, top5_acc: 0.6096, loss_cls: 2.9267, loss: 2.9267, grad_norm: 1.4194 2020-07-18 04:35:21,362 - mmaction - INFO - Epoch [75][600/1253] lr: 2.423e-01, eta: 3 days, 4:21:25, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3505, top5_acc: 0.6042, loss_cls: 2.9405, loss: 2.9405, grad_norm: 1.3964 2020-07-18 04:35:42,577 - mmaction - INFO - Epoch [75][620/1253] lr: 2.423e-01, eta: 3 days, 4:20:32, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3602, top5_acc: 0.6112, loss_cls: 2.9304, loss: 2.9304, grad_norm: 1.4172 2020-07-18 04:36:04,704 - mmaction - INFO - Epoch [75][640/1253] lr: 2.423e-01, eta: 3 days, 4:19:48, time: 1.107, data_time: 0.002, memory: 9059, top1_acc: 0.3490, top5_acc: 0.6029, loss_cls: 2.9491, loss: 2.9491, grad_norm: 1.4199 2020-07-18 04:36:26,310 - mmaction - INFO - Epoch [75][660/1253] lr: 2.423e-01, eta: 3 days, 4:18:58, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.3435, top5_acc: 0.5857, loss_cls: 3.0340, loss: 3.0340, grad_norm: 1.3938 2020-07-18 04:36:47,559 - mmaction - INFO - Epoch [75][680/1253] lr: 2.423e-01, eta: 3 days, 4:18:06, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3563, top5_acc: 0.6076, loss_cls: 2.9251, loss: 2.9251, grad_norm: 1.4179 2020-07-18 04:37:08,929 - mmaction - INFO - Epoch [75][700/1253] lr: 2.423e-01, eta: 3 days, 4:17:14, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3393, top5_acc: 0.5943, loss_cls: 3.0147, loss: 3.0147, grad_norm: 1.4387 2020-07-18 04:37:30,229 - mmaction - INFO - Epoch [75][720/1253] lr: 2.423e-01, eta: 3 days, 4:16:22, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3438, top5_acc: 0.6021, loss_cls: 2.9844, loss: 2.9844, grad_norm: 1.3810 2020-07-18 04:37:52,115 - mmaction - INFO - Epoch [75][740/1253] lr: 2.423e-01, eta: 3 days, 4:15:36, time: 1.094, data_time: 0.002, memory: 9059, top1_acc: 0.3523, top5_acc: 0.6070, loss_cls: 2.9343, loss: 2.9343, grad_norm: 1.3615 2020-07-18 04:38:14,063 - mmaction - INFO - Epoch [75][760/1253] lr: 2.423e-01, eta: 3 days, 4:14:50, time: 1.097, data_time: 0.002, memory: 9059, top1_acc: 0.3448, top5_acc: 0.6003, loss_cls: 2.9897, loss: 2.9897, grad_norm: 1.4073 2020-07-18 04:38:36,486 - mmaction - INFO - Epoch [75][780/1253] lr: 2.423e-01, eta: 3 days, 4:14:09, time: 1.120, data_time: 0.013, memory: 9059, top1_acc: 0.3419, top5_acc: 0.5961, loss_cls: 3.0217, loss: 3.0217, grad_norm: 1.4247 2020-07-18 04:38:59,013 - mmaction - INFO - Epoch [75][800/1253] lr: 2.423e-01, eta: 3 days, 4:13:29, time: 1.127, data_time: 0.016, memory: 9059, top1_acc: 0.3432, top5_acc: 0.5992, loss_cls: 2.9919, loss: 2.9919, grad_norm: 1.3878 2020-07-18 04:39:20,894 - mmaction - INFO - Epoch [75][820/1253] lr: 2.423e-01, eta: 3 days, 4:12:43, time: 1.095, data_time: 0.014, memory: 9059, top1_acc: 0.3443, top5_acc: 0.5997, loss_cls: 2.9864, loss: 2.9864, grad_norm: 1.4422 2020-07-18 04:39:42,315 - mmaction - INFO - Epoch [75][840/1253] lr: 2.423e-01, eta: 3 days, 4:11:52, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3469, top5_acc: 0.6013, loss_cls: 2.9856, loss: 2.9856, grad_norm: 1.4132 2020-07-18 04:40:03,703 - mmaction - INFO - Epoch [75][860/1253] lr: 2.423e-01, eta: 3 days, 4:11:01, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3466, top5_acc: 0.6180, loss_cls: 2.9042, loss: 2.9042, grad_norm: 1.4233 2020-07-18 04:40:24,996 - mmaction - INFO - Epoch [75][880/1253] lr: 2.423e-01, eta: 3 days, 4:10:10, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3471, top5_acc: 0.5953, loss_cls: 2.9617, loss: 2.9617, grad_norm: 1.3769 2020-07-18 04:40:46,456 - mmaction - INFO - Epoch [75][900/1253] lr: 2.423e-01, eta: 3 days, 4:09:19, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3357, top5_acc: 0.5924, loss_cls: 3.0566, loss: 3.0566, grad_norm: 1.4109 2020-07-18 04:41:07,764 - mmaction - INFO - Epoch [75][920/1253] lr: 2.423e-01, eta: 3 days, 4:08:28, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3583, top5_acc: 0.6091, loss_cls: 2.9549, loss: 2.9549, grad_norm: 1.4054 2020-07-18 04:41:29,056 - mmaction - INFO - Epoch [75][940/1253] lr: 2.423e-01, eta: 3 days, 4:07:36, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.3419, top5_acc: 0.5930, loss_cls: 3.0187, loss: 3.0187, grad_norm: 1.3955 2020-07-18 04:41:50,550 - mmaction - INFO - Epoch [75][960/1253] lr: 2.423e-01, eta: 3 days, 4:06:47, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.3406, top5_acc: 0.5880, loss_cls: 3.0156, loss: 3.0156, grad_norm: 1.4042 2020-07-18 04:42:12,013 - mmaction - INFO - Epoch [75][980/1253] lr: 2.423e-01, eta: 3 days, 4:05:57, time: 1.073, data_time: 0.001, memory: 9059, top1_acc: 0.3464, top5_acc: 0.5828, loss_cls: 3.0175, loss: 3.0175, grad_norm: 1.4371 2020-07-18 04:42:33,353 - mmaction - INFO - Epoch [75][1000/1253] lr: 2.423e-01, eta: 3 days, 4:05:06, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3539, top5_acc: 0.6188, loss_cls: 2.9360, loss: 2.9360, grad_norm: 1.4127 2020-07-18 04:42:54,712 - mmaction - INFO - Epoch [75][1020/1253] lr: 2.423e-01, eta: 3 days, 4:04:15, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3526, top5_acc: 0.5984, loss_cls: 2.9845, loss: 2.9845, grad_norm: 1.4132 2020-07-18 04:43:16,403 - mmaction - INFO - Epoch [75][1040/1253] lr: 2.423e-01, eta: 3 days, 4:03:27, time: 1.087, data_time: 0.003, memory: 9059, top1_acc: 0.3281, top5_acc: 0.5977, loss_cls: 3.0358, loss: 3.0358, grad_norm: 1.4171 2020-07-18 04:43:37,742 - mmaction - INFO - Epoch [75][1060/1253] lr: 2.423e-01, eta: 3 days, 4:02:36, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.3393, top5_acc: 0.5914, loss_cls: 2.9961, loss: 2.9961, grad_norm: 1.4038 2020-07-18 04:43:59,060 - mmaction - INFO - Epoch [75][1080/1253] lr: 2.423e-01, eta: 3 days, 4:01:45, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.3370, top5_acc: 0.5951, loss_cls: 3.0479, loss: 3.0479, grad_norm: 1.4112 2020-07-18 04:44:20,266 - mmaction - INFO - Epoch [75][1100/1253] lr: 2.423e-01, eta: 3 days, 4:00:53, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.3539, top5_acc: 0.6120, loss_cls: 2.9295, loss: 2.9295, grad_norm: 1.4143 2020-07-18 04:44:41,876 - mmaction - INFO - Epoch [75][1120/1253] lr: 2.423e-01, eta: 3 days, 4:00:05, time: 1.080, data_time: 0.001, memory: 9059, top1_acc: 0.3576, top5_acc: 0.6018, loss_cls: 2.9541, loss: 2.9541, grad_norm: 1.3728 2020-07-18 04:45:03,189 - mmaction - INFO - Epoch [75][1140/1253] lr: 2.423e-01, eta: 3 days, 3:59:14, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3516, top5_acc: 0.6076, loss_cls: 2.9676, loss: 2.9676, grad_norm: 1.4074 2020-07-18 04:45:24,539 - mmaction - INFO - Epoch [75][1160/1253] lr: 2.423e-01, eta: 3 days, 3:58:24, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3318, top5_acc: 0.5836, loss_cls: 3.0408, loss: 3.0408, grad_norm: 1.4050 2020-07-18 04:45:47,461 - mmaction - INFO - Epoch [75][1180/1253] lr: 2.423e-01, eta: 3 days, 3:57:48, time: 1.145, data_time: 0.011, memory: 9059, top1_acc: 0.3424, top5_acc: 0.5904, loss_cls: 3.0093, loss: 3.0093, grad_norm: 1.3699 2020-07-18 04:46:10,157 - mmaction - INFO - Epoch [75][1200/1253] lr: 2.423e-01, eta: 3 days, 3:57:10, time: 1.135, data_time: 0.014, memory: 9059, top1_acc: 0.3513, top5_acc: 0.6036, loss_cls: 2.9569, loss: 2.9569, grad_norm: 1.3894 2020-07-18 04:46:31,994 - mmaction - INFO - Epoch [75][1220/1253] lr: 2.423e-01, eta: 3 days, 3:56:25, time: 1.093, data_time: 0.013, memory: 9059, top1_acc: 0.3497, top5_acc: 0.5961, loss_cls: 3.0065, loss: 3.0065, grad_norm: 1.4020 2020-07-18 04:46:53,328 - mmaction - INFO - Epoch [75][1240/1253] lr: 2.423e-01, eta: 3 days, 3:55:34, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.3490, top5_acc: 0.5940, loss_cls: 3.0189, loss: 3.0189, grad_norm: 1.4058 2020-07-18 04:50:15,647 - mmaction - INFO - Epoch [76][20/1253] lr: 2.408e-01, eta: 3 days, 4:17:37, time: 9.144, data_time: 7.968, memory: 9059, top1_acc: 0.3565, top5_acc: 0.5997, loss_cls: 2.9711, loss: 2.9711, grad_norm: 1.4328 2020-07-18 04:50:37,533 - mmaction - INFO - Epoch [76][40/1253] lr: 2.408e-01, eta: 3 days, 4:16:50, time: 1.093, data_time: 0.002, memory: 9059, top1_acc: 0.3438, top5_acc: 0.6013, loss_cls: 2.9606, loss: 2.9606, grad_norm: 1.4535 2020-07-18 04:50:58,792 - mmaction - INFO - Epoch [76][60/1253] lr: 2.408e-01, eta: 3 days, 4:15:58, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3513, top5_acc: 0.6083, loss_cls: 2.9369, loss: 2.9369, grad_norm: 1.4003 2020-07-18 04:51:20,113 - mmaction - INFO - Epoch [76][80/1253] lr: 2.408e-01, eta: 3 days, 4:15:06, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3563, top5_acc: 0.6128, loss_cls: 2.9074, loss: 2.9074, grad_norm: 1.4298 2020-07-18 04:51:41,372 - mmaction - INFO - Epoch [76][100/1253] lr: 2.408e-01, eta: 3 days, 4:14:14, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3354, top5_acc: 0.5828, loss_cls: 3.0255, loss: 3.0255, grad_norm: 1.4066 2020-07-18 04:52:02,668 - mmaction - INFO - Epoch [76][120/1253] lr: 2.408e-01, eta: 3 days, 4:13:22, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3445, top5_acc: 0.5971, loss_cls: 2.9913, loss: 2.9913, grad_norm: 1.4168 2020-07-18 04:52:23,863 - mmaction - INFO - Epoch [76][140/1253] lr: 2.408e-01, eta: 3 days, 4:12:29, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3521, top5_acc: 0.6044, loss_cls: 2.9525, loss: 2.9525, grad_norm: 1.4150 2020-07-18 04:52:45,904 - mmaction - INFO - Epoch [76][160/1253] lr: 2.408e-01, eta: 3 days, 4:11:44, time: 1.102, data_time: 0.002, memory: 9059, top1_acc: 0.3508, top5_acc: 0.6016, loss_cls: 2.9812, loss: 2.9812, grad_norm: 1.3892 2020-07-18 04:53:07,216 - mmaction - INFO - Epoch [76][180/1253] lr: 2.408e-01, eta: 3 days, 4:10:53, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3661, top5_acc: 0.6167, loss_cls: 2.8989, loss: 2.8989, grad_norm: 1.3840 2020-07-18 04:53:29,057 - mmaction - INFO - Epoch [76][200/1253] lr: 2.408e-01, eta: 3 days, 4:10:06, time: 1.091, data_time: 0.001, memory: 9059, top1_acc: 0.3505, top5_acc: 0.6026, loss_cls: 2.9319, loss: 2.9319, grad_norm: 1.4145 2020-07-18 04:53:50,446 - mmaction - INFO - Epoch [76][220/1253] lr: 2.408e-01, eta: 3 days, 4:09:16, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3391, top5_acc: 0.5932, loss_cls: 3.0024, loss: 3.0024, grad_norm: 1.4218 2020-07-18 04:54:12,002 - mmaction - INFO - Epoch [76][240/1253] lr: 2.408e-01, eta: 3 days, 4:08:26, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.3474, top5_acc: 0.6068, loss_cls: 2.9463, loss: 2.9463, grad_norm: 1.3963 2020-07-18 04:54:33,703 - mmaction - INFO - Epoch [76][260/1253] lr: 2.408e-01, eta: 3 days, 4:07:39, time: 1.087, data_time: 0.007, memory: 9059, top1_acc: 0.3492, top5_acc: 0.6167, loss_cls: 2.9316, loss: 2.9316, grad_norm: 1.4270 2020-07-18 04:54:54,988 - mmaction - INFO - Epoch [76][280/1253] lr: 2.408e-01, eta: 3 days, 4:06:47, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3638, top5_acc: 0.6250, loss_cls: 2.8882, loss: 2.8882, grad_norm: 1.3947 2020-07-18 04:55:16,302 - mmaction - INFO - Epoch [76][300/1253] lr: 2.408e-01, eta: 3 days, 4:05:56, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3557, top5_acc: 0.6023, loss_cls: 2.9666, loss: 2.9666, grad_norm: 1.4246 2020-07-18 04:55:38,548 - mmaction - INFO - Epoch [76][320/1253] lr: 2.408e-01, eta: 3 days, 4:05:13, time: 1.111, data_time: 0.007, memory: 9059, top1_acc: 0.3607, top5_acc: 0.6078, loss_cls: 2.9125, loss: 2.9125, grad_norm: 1.4344 2020-07-18 04:55:59,746 - mmaction - INFO - Epoch [76][340/1253] lr: 2.408e-01, eta: 3 days, 4:04:21, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3398, top5_acc: 0.5958, loss_cls: 2.9910, loss: 2.9910, grad_norm: 1.4310 2020-07-18 04:56:21,113 - mmaction - INFO - Epoch [76][360/1253] lr: 2.408e-01, eta: 3 days, 4:03:31, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3427, top5_acc: 0.6013, loss_cls: 2.9685, loss: 2.9685, grad_norm: 1.4012 2020-07-18 04:56:42,471 - mmaction - INFO - Epoch [76][380/1253] lr: 2.408e-01, eta: 3 days, 4:02:40, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3508, top5_acc: 0.6063, loss_cls: 2.9603, loss: 2.9603, grad_norm: 1.3904 2020-07-18 04:57:04,099 - mmaction - INFO - Epoch [76][400/1253] lr: 2.408e-01, eta: 3 days, 4:01:52, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.3615, top5_acc: 0.6169, loss_cls: 2.8846, loss: 2.8846, grad_norm: 1.4031 2020-07-18 04:57:25,688 - mmaction - INFO - Epoch [76][420/1253] lr: 2.408e-01, eta: 3 days, 4:01:04, time: 1.080, data_time: 0.009, memory: 9059, top1_acc: 0.3422, top5_acc: 0.5922, loss_cls: 2.9906, loss: 2.9906, grad_norm: 1.4055 2020-07-18 04:57:47,011 - mmaction - INFO - Epoch [76][440/1253] lr: 2.408e-01, eta: 3 days, 4:00:13, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3490, top5_acc: 0.5932, loss_cls: 3.0110, loss: 3.0110, grad_norm: 1.4287 2020-07-18 04:58:08,320 - mmaction - INFO - Epoch [76][460/1253] lr: 2.408e-01, eta: 3 days, 3:59:22, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3719, top5_acc: 0.6190, loss_cls: 2.8615, loss: 2.8615, grad_norm: 1.4131 2020-07-18 04:58:29,732 - mmaction - INFO - Epoch [76][480/1253] lr: 2.408e-01, eta: 3 days, 3:58:32, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3628, top5_acc: 0.6190, loss_cls: 2.9041, loss: 2.9041, grad_norm: 1.4303 2020-07-18 04:58:51,029 - mmaction - INFO - Epoch [76][500/1253] lr: 2.408e-01, eta: 3 days, 3:57:41, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3542, top5_acc: 0.6094, loss_cls: 2.9323, loss: 2.9323, grad_norm: 1.4066 2020-07-18 04:59:12,930 - mmaction - INFO - Epoch [76][520/1253] lr: 2.408e-01, eta: 3 days, 3:56:56, time: 1.095, data_time: 0.006, memory: 9059, top1_acc: 0.3490, top5_acc: 0.6055, loss_cls: 2.9738, loss: 2.9738, grad_norm: 1.4105 2020-07-18 04:59:34,808 - mmaction - INFO - Epoch [76][540/1253] lr: 2.408e-01, eta: 3 days, 3:56:10, time: 1.093, data_time: 0.002, memory: 9059, top1_acc: 0.3339, top5_acc: 0.5940, loss_cls: 3.0208, loss: 3.0208, grad_norm: 1.4416 2020-07-18 04:59:57,251 - mmaction - INFO - Epoch [76][560/1253] lr: 2.408e-01, eta: 3 days, 3:55:30, time: 1.122, data_time: 0.015, memory: 9059, top1_acc: 0.3471, top5_acc: 0.6010, loss_cls: 2.9783, loss: 2.9783, grad_norm: 1.4250 2020-07-18 05:00:27,835 - mmaction - INFO - Epoch [76][580/1253] lr: 2.408e-01, eta: 3 days, 3:55:57, time: 1.485, data_time: 0.023, memory: 9059, top1_acc: 0.3208, top5_acc: 0.5867, loss_cls: 3.0825, loss: 3.0825, grad_norm: 1.4096 2020-07-18 05:00:49,469 - mmaction - INFO - Epoch [76][600/1253] lr: 2.408e-01, eta: 3 days, 3:55:18, time: 1.128, data_time: 0.052, memory: 9059, top1_acc: 0.3417, top5_acc: 0.5974, loss_cls: 3.0171, loss: 3.0171, grad_norm: 1.4009 2020-07-18 05:01:11,001 - mmaction - INFO - Epoch [76][620/1253] lr: 2.408e-01, eta: 3 days, 3:54:29, time: 1.074, data_time: 0.001, memory: 9059, top1_acc: 0.3448, top5_acc: 0.6008, loss_cls: 2.9765, loss: 2.9765, grad_norm: 1.4300 2020-07-18 05:01:32,359 - mmaction - INFO - Epoch [76][640/1253] lr: 2.408e-01, eta: 3 days, 3:53:39, time: 1.068, data_time: 0.004, memory: 9059, top1_acc: 0.3458, top5_acc: 0.6107, loss_cls: 2.9459, loss: 2.9459, grad_norm: 1.4229 2020-07-18 05:01:53,888 - mmaction - INFO - Epoch [76][660/1253] lr: 2.408e-01, eta: 3 days, 3:52:50, time: 1.078, data_time: 0.004, memory: 9059, top1_acc: 0.3440, top5_acc: 0.5992, loss_cls: 2.9984, loss: 2.9984, grad_norm: 1.4334 2020-07-18 05:02:15,237 - mmaction - INFO - Epoch [76][680/1253] lr: 2.408e-01, eta: 3 days, 3:52:01, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.3609, top5_acc: 0.6135, loss_cls: 2.9098, loss: 2.9098, grad_norm: 1.4199 2020-07-18 05:02:36,430 - mmaction - INFO - Epoch [76][700/1253] lr: 2.408e-01, eta: 3 days, 3:51:09, time: 1.059, data_time: 0.001, memory: 9059, top1_acc: 0.3529, top5_acc: 0.5971, loss_cls: 2.9860, loss: 2.9860, grad_norm: 1.3806 2020-07-18 05:02:57,754 - mmaction - INFO - Epoch [76][720/1253] lr: 2.408e-01, eta: 3 days, 3:50:19, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3440, top5_acc: 0.5927, loss_cls: 3.0146, loss: 3.0146, grad_norm: 1.3844 2020-07-18 05:03:19,281 - mmaction - INFO - Epoch [76][740/1253] lr: 2.408e-01, eta: 3 days, 3:49:30, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.3583, top5_acc: 0.6206, loss_cls: 2.9371, loss: 2.9371, grad_norm: 1.4078 2020-07-18 05:03:40,629 - mmaction - INFO - Epoch [76][760/1253] lr: 2.408e-01, eta: 3 days, 3:48:40, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.3435, top5_acc: 0.5987, loss_cls: 3.0062, loss: 3.0062, grad_norm: 1.4421 2020-07-18 05:04:02,026 - mmaction - INFO - Epoch [76][780/1253] lr: 2.408e-01, eta: 3 days, 3:47:51, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3484, top5_acc: 0.6016, loss_cls: 2.9879, loss: 2.9879, grad_norm: 1.4210 2020-07-18 05:04:23,303 - mmaction - INFO - Epoch [76][800/1253] lr: 2.408e-01, eta: 3 days, 3:47:01, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3328, top5_acc: 0.5927, loss_cls: 3.0395, loss: 3.0395, grad_norm: 1.3970 2020-07-18 05:04:44,589 - mmaction - INFO - Epoch [76][820/1253] lr: 2.408e-01, eta: 3 days, 3:46:10, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.3458, top5_acc: 0.6047, loss_cls: 2.9957, loss: 2.9957, grad_norm: 1.4234 2020-07-18 05:05:05,897 - mmaction - INFO - Epoch [76][840/1253] lr: 2.408e-01, eta: 3 days, 3:45:20, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.3365, top5_acc: 0.6044, loss_cls: 2.9782, loss: 2.9782, grad_norm: 1.4114 2020-07-18 05:05:27,191 - mmaction - INFO - Epoch [76][860/1253] lr: 2.408e-01, eta: 3 days, 3:44:30, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3581, top5_acc: 0.5997, loss_cls: 2.9676, loss: 2.9676, grad_norm: 1.4306 2020-07-18 05:05:48,496 - mmaction - INFO - Epoch [76][880/1253] lr: 2.408e-01, eta: 3 days, 3:43:40, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3427, top5_acc: 0.6031, loss_cls: 2.9766, loss: 2.9766, grad_norm: 1.3836 2020-07-18 05:06:09,685 - mmaction - INFO - Epoch [76][900/1253] lr: 2.408e-01, eta: 3 days, 3:42:49, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3492, top5_acc: 0.6005, loss_cls: 2.9745, loss: 2.9745, grad_norm: 1.4292 2020-07-18 05:06:30,980 - mmaction - INFO - Epoch [76][920/1253] lr: 2.408e-01, eta: 3 days, 3:41:59, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3404, top5_acc: 0.5984, loss_cls: 2.9993, loss: 2.9993, grad_norm: 1.3976 2020-07-18 05:06:53,507 - mmaction - INFO - Epoch [76][940/1253] lr: 2.408e-01, eta: 3 days, 3:41:20, time: 1.126, data_time: 0.040, memory: 9059, top1_acc: 0.3320, top5_acc: 0.5977, loss_cls: 3.0527, loss: 3.0527, grad_norm: 1.4097 2020-07-18 05:07:14,823 - mmaction - INFO - Epoch [76][960/1253] lr: 2.408e-01, eta: 3 days, 3:40:30, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3451, top5_acc: 0.5974, loss_cls: 2.9646, loss: 2.9646, grad_norm: 1.4424 2020-07-18 05:07:35,948 - mmaction - INFO - Epoch [76][980/1253] lr: 2.408e-01, eta: 3 days, 3:39:39, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.3339, top5_acc: 0.5831, loss_cls: 3.0726, loss: 3.0726, grad_norm: 1.4159 2020-07-18 05:07:57,788 - mmaction - INFO - Epoch [76][1000/1253] lr: 2.408e-01, eta: 3 days, 3:38:54, time: 1.092, data_time: 0.002, memory: 9059, top1_acc: 0.3529, top5_acc: 0.5990, loss_cls: 2.9614, loss: 2.9614, grad_norm: 1.3801 2020-07-18 05:08:19,009 - mmaction - INFO - Epoch [76][1020/1253] lr: 2.408e-01, eta: 3 days, 3:38:03, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3544, top5_acc: 0.6047, loss_cls: 2.9443, loss: 2.9443, grad_norm: 1.4077 2020-07-18 05:08:40,303 - mmaction - INFO - Epoch [76][1040/1253] lr: 2.408e-01, eta: 3 days, 3:37:13, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3453, top5_acc: 0.5948, loss_cls: 2.9913, loss: 2.9913, grad_norm: 1.4242 2020-07-18 05:09:01,624 - mmaction - INFO - Epoch [76][1060/1253] lr: 2.408e-01, eta: 3 days, 3:36:24, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3570, top5_acc: 0.5982, loss_cls: 2.9763, loss: 2.9763, grad_norm: 1.3816 2020-07-18 05:09:23,291 - mmaction - INFO - Epoch [76][1080/1253] lr: 2.408e-01, eta: 3 days, 3:35:37, time: 1.082, data_time: 0.003, memory: 9059, top1_acc: 0.3586, top5_acc: 0.5984, loss_cls: 2.9946, loss: 2.9946, grad_norm: 1.4010 2020-07-18 05:09:46,043 - mmaction - INFO - Epoch [76][1100/1253] lr: 2.408e-01, eta: 3 days, 3:35:01, time: 1.138, data_time: 0.015, memory: 9059, top1_acc: 0.3430, top5_acc: 0.5979, loss_cls: 2.9748, loss: 2.9748, grad_norm: 1.4138 2020-07-18 05:10:08,120 - mmaction - INFO - Epoch [76][1120/1253] lr: 2.408e-01, eta: 3 days, 3:34:18, time: 1.104, data_time: 0.015, memory: 9059, top1_acc: 0.3393, top5_acc: 0.5906, loss_cls: 3.0117, loss: 3.0117, grad_norm: 1.3786 2020-07-18 05:10:29,477 - mmaction - INFO - Epoch [76][1140/1253] lr: 2.408e-01, eta: 3 days, 3:33:29, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.3438, top5_acc: 0.6026, loss_cls: 2.9644, loss: 2.9644, grad_norm: 1.4261 2020-07-18 05:10:51,571 - mmaction - INFO - Epoch [76][1160/1253] lr: 2.408e-01, eta: 3 days, 3:32:47, time: 1.105, data_time: 0.004, memory: 9059, top1_acc: 0.3477, top5_acc: 0.5961, loss_cls: 2.9889, loss: 2.9889, grad_norm: 1.4295 2020-07-18 05:11:13,206 - mmaction - INFO - Epoch [76][1180/1253] lr: 2.408e-01, eta: 3 days, 3:32:01, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.3453, top5_acc: 0.5945, loss_cls: 3.0329, loss: 3.0329, grad_norm: 1.4013 2020-07-18 05:11:34,653 - mmaction - INFO - Epoch [76][1200/1253] lr: 2.408e-01, eta: 3 days, 3:31:12, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3531, top5_acc: 0.5898, loss_cls: 2.9955, loss: 2.9955, grad_norm: 1.4240 2020-07-18 05:11:55,980 - mmaction - INFO - Epoch [76][1220/1253] lr: 2.408e-01, eta: 3 days, 3:30:23, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.3414, top5_acc: 0.5872, loss_cls: 3.0274, loss: 3.0274, grad_norm: 1.4029 2020-07-18 05:12:17,470 - mmaction - INFO - Epoch [76][1240/1253] lr: 2.408e-01, eta: 3 days, 3:29:36, time: 1.076, data_time: 0.003, memory: 9059, top1_acc: 0.3576, top5_acc: 0.6060, loss_cls: 2.9500, loss: 2.9500, grad_norm: 1.3921 2020-07-18 05:12:38,816 - mmaction - INFO - Saving checkpoint at 76 epochs 2020-07-18 05:15:50,066 - mmaction - INFO - Epoch [77][20/1253] lr: 2.394e-01, eta: 3 days, 3:51:25, time: 9.491, data_time: 8.265, memory: 9059, top1_acc: 0.3448, top5_acc: 0.6057, loss_cls: 2.9296, loss: 2.9296, grad_norm: 1.4235 2020-07-18 05:16:11,288 - mmaction - INFO - Epoch [77][40/1253] lr: 2.394e-01, eta: 3 days, 3:50:34, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.3594, top5_acc: 0.6107, loss_cls: 2.8915, loss: 2.8915, grad_norm: 1.4151 2020-07-18 05:16:32,595 - mmaction - INFO - Epoch [77][60/1253] lr: 2.394e-01, eta: 3 days, 3:49:44, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3578, top5_acc: 0.6023, loss_cls: 2.9622, loss: 2.9622, grad_norm: 1.4026 2020-07-18 05:16:54,045 - mmaction - INFO - Epoch [77][80/1253] lr: 2.394e-01, eta: 3 days, 3:48:55, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3706, top5_acc: 0.6219, loss_cls: 2.8820, loss: 2.8820, grad_norm: 1.4144 2020-07-18 05:17:15,238 - mmaction - INFO - Epoch [77][100/1253] lr: 2.394e-01, eta: 3 days, 3:48:04, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3628, top5_acc: 0.6305, loss_cls: 2.8434, loss: 2.8434, grad_norm: 1.4169 2020-07-18 05:17:37,567 - mmaction - INFO - Epoch [77][120/1253] lr: 2.394e-01, eta: 3 days, 3:47:22, time: 1.115, data_time: 0.001, memory: 9059, top1_acc: 0.3552, top5_acc: 0.6102, loss_cls: 2.9454, loss: 2.9454, grad_norm: 1.4244 2020-07-18 05:17:59,542 - mmaction - INFO - Epoch [77][140/1253] lr: 2.394e-01, eta: 3 days, 3:46:38, time: 1.099, data_time: 0.011, memory: 9059, top1_acc: 0.3401, top5_acc: 0.6008, loss_cls: 2.9836, loss: 2.9836, grad_norm: 1.4354 2020-07-18 05:18:21,902 - mmaction - INFO - Epoch [77][160/1253] lr: 2.394e-01, eta: 3 days, 3:45:58, time: 1.118, data_time: 0.017, memory: 9059, top1_acc: 0.3549, top5_acc: 0.6122, loss_cls: 2.9055, loss: 2.9055, grad_norm: 1.4056 2020-07-18 05:18:43,644 - mmaction - INFO - Epoch [77][180/1253] lr: 2.394e-01, eta: 3 days, 3:45:12, time: 1.087, data_time: 0.010, memory: 9059, top1_acc: 0.3482, top5_acc: 0.5971, loss_cls: 2.9944, loss: 2.9944, grad_norm: 1.4271 2020-07-18 05:19:05,136 - mmaction - INFO - Epoch [77][200/1253] lr: 2.394e-01, eta: 3 days, 3:44:23, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3474, top5_acc: 0.6003, loss_cls: 2.9880, loss: 2.9880, grad_norm: 1.3959 2020-07-18 05:19:26,557 - mmaction - INFO - Epoch [77][220/1253] lr: 2.394e-01, eta: 3 days, 3:43:34, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.3523, top5_acc: 0.6076, loss_cls: 2.9561, loss: 2.9561, grad_norm: 1.3886 2020-07-18 05:19:48,066 - mmaction - INFO - Epoch [77][240/1253] lr: 2.394e-01, eta: 3 days, 3:42:45, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3552, top5_acc: 0.6146, loss_cls: 2.9065, loss: 2.9065, grad_norm: 1.3813 2020-07-18 05:20:09,506 - mmaction - INFO - Epoch [77][260/1253] lr: 2.394e-01, eta: 3 days, 3:41:57, time: 1.076, data_time: 0.016, memory: 9059, top1_acc: 0.3461, top5_acc: 0.6078, loss_cls: 2.9318, loss: 2.9318, grad_norm: 1.4014 2020-07-18 05:20:31,309 - mmaction - INFO - Epoch [77][280/1253] lr: 2.394e-01, eta: 3 days, 3:41:12, time: 1.091, data_time: 0.002, memory: 9059, top1_acc: 0.3424, top5_acc: 0.6128, loss_cls: 2.9181, loss: 2.9181, grad_norm: 1.4203 2020-07-18 05:20:53,293 - mmaction - INFO - Epoch [77][300/1253] lr: 2.394e-01, eta: 3 days, 3:40:28, time: 1.098, data_time: 0.001, memory: 9059, top1_acc: 0.3544, top5_acc: 0.6128, loss_cls: 2.9488, loss: 2.9488, grad_norm: 1.4342 2020-07-18 05:21:14,546 - mmaction - INFO - Epoch [77][320/1253] lr: 2.394e-01, eta: 3 days, 3:39:38, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3648, top5_acc: 0.6122, loss_cls: 2.9095, loss: 2.9095, grad_norm: 1.4347 2020-07-18 05:21:36,059 - mmaction - INFO - Epoch [77][340/1253] lr: 2.394e-01, eta: 3 days, 3:38:50, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.3643, top5_acc: 0.6070, loss_cls: 2.9758, loss: 2.9758, grad_norm: 1.4339 2020-07-18 05:21:57,225 - mmaction - INFO - Epoch [77][360/1253] lr: 2.394e-01, eta: 3 days, 3:37:59, time: 1.058, data_time: 0.004, memory: 9059, top1_acc: 0.3458, top5_acc: 0.5984, loss_cls: 2.9881, loss: 2.9881, grad_norm: 1.4127 2020-07-18 05:22:18,558 - mmaction - INFO - Epoch [77][380/1253] lr: 2.394e-01, eta: 3 days, 3:37:10, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.3469, top5_acc: 0.5958, loss_cls: 2.9777, loss: 2.9777, grad_norm: 1.4238 2020-07-18 05:22:39,862 - mmaction - INFO - Epoch [77][400/1253] lr: 2.394e-01, eta: 3 days, 3:36:20, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3409, top5_acc: 0.6010, loss_cls: 2.9963, loss: 2.9963, grad_norm: 1.4213 2020-07-18 05:23:01,090 - mmaction - INFO - Epoch [77][420/1253] lr: 2.394e-01, eta: 3 days, 3:35:30, time: 1.063, data_time: 0.004, memory: 9059, top1_acc: 0.3576, top5_acc: 0.6063, loss_cls: 2.9554, loss: 2.9554, grad_norm: 1.4114 2020-07-18 05:23:23,135 - mmaction - INFO - Epoch [77][440/1253] lr: 2.394e-01, eta: 3 days, 3:34:47, time: 1.102, data_time: 0.002, memory: 9059, top1_acc: 0.3396, top5_acc: 0.5927, loss_cls: 3.0183, loss: 3.0183, grad_norm: 1.4169 2020-07-18 05:23:44,585 - mmaction - INFO - Epoch [77][460/1253] lr: 2.394e-01, eta: 3 days, 3:33:58, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3604, top5_acc: 0.5935, loss_cls: 2.9745, loss: 2.9745, grad_norm: 1.4139 2020-07-18 05:24:06,202 - mmaction - INFO - Epoch [77][480/1253] lr: 2.394e-01, eta: 3 days, 3:33:12, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.3443, top5_acc: 0.5893, loss_cls: 3.0020, loss: 3.0020, grad_norm: 1.3939 2020-07-18 05:24:27,648 - mmaction - INFO - Epoch [77][500/1253] lr: 2.394e-01, eta: 3 days, 3:32:24, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3440, top5_acc: 0.5956, loss_cls: 3.0048, loss: 3.0048, grad_norm: 1.4365 2020-07-18 05:24:48,873 - mmaction - INFO - Epoch [77][520/1253] lr: 2.394e-01, eta: 3 days, 3:31:34, time: 1.061, data_time: 0.001, memory: 9059, top1_acc: 0.3573, top5_acc: 0.6245, loss_cls: 2.8961, loss: 2.8961, grad_norm: 1.4171 2020-07-18 05:25:10,229 - mmaction - INFO - Epoch [77][540/1253] lr: 2.394e-01, eta: 3 days, 3:30:44, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.3565, top5_acc: 0.6073, loss_cls: 2.9515, loss: 2.9515, grad_norm: 1.4080 2020-07-18 05:25:31,406 - mmaction - INFO - Epoch [77][560/1253] lr: 2.394e-01, eta: 3 days, 3:29:54, time: 1.061, data_time: 0.003, memory: 9059, top1_acc: 0.3609, top5_acc: 0.6211, loss_cls: 2.9173, loss: 2.9173, grad_norm: 1.4297 2020-07-18 05:25:52,737 - mmaction - INFO - Epoch [77][580/1253] lr: 2.394e-01, eta: 3 days, 3:29:05, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3474, top5_acc: 0.5987, loss_cls: 2.9618, loss: 2.9618, grad_norm: 1.4339 2020-07-18 05:26:13,936 - mmaction - INFO - Epoch [77][600/1253] lr: 2.394e-01, eta: 3 days, 3:28:15, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3609, top5_acc: 0.6083, loss_cls: 2.9069, loss: 2.9069, grad_norm: 1.4140 2020-07-18 05:26:35,536 - mmaction - INFO - Epoch [77][620/1253] lr: 2.394e-01, eta: 3 days, 3:27:29, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.3404, top5_acc: 0.5935, loss_cls: 3.0325, loss: 3.0325, grad_norm: 1.4395 2020-07-18 05:26:56,905 - mmaction - INFO - Epoch [77][640/1253] lr: 2.394e-01, eta: 3 days, 3:26:40, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3333, top5_acc: 0.5911, loss_cls: 3.0091, loss: 3.0091, grad_norm: 1.4132 2020-07-18 05:27:18,982 - mmaction - INFO - Epoch [77][660/1253] lr: 2.394e-01, eta: 3 days, 3:25:58, time: 1.103, data_time: 0.002, memory: 9059, top1_acc: 0.3474, top5_acc: 0.6076, loss_cls: 2.9569, loss: 2.9569, grad_norm: 1.4080 2020-07-18 05:27:40,384 - mmaction - INFO - Epoch [77][680/1253] lr: 2.394e-01, eta: 3 days, 3:25:10, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3568, top5_acc: 0.5958, loss_cls: 2.9516, loss: 2.9516, grad_norm: 1.4145 2020-07-18 05:28:01,672 - mmaction - INFO - Epoch [77][700/1253] lr: 2.394e-01, eta: 3 days, 3:24:21, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3495, top5_acc: 0.6029, loss_cls: 2.9569, loss: 2.9569, grad_norm: 1.4128 2020-07-18 05:28:22,966 - mmaction - INFO - Epoch [77][720/1253] lr: 2.394e-01, eta: 3 days, 3:23:31, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3576, top5_acc: 0.6107, loss_cls: 2.9289, loss: 2.9289, grad_norm: 1.4184 2020-07-18 05:28:44,408 - mmaction - INFO - Epoch [77][740/1253] lr: 2.394e-01, eta: 3 days, 3:22:44, time: 1.073, data_time: 0.003, memory: 9059, top1_acc: 0.3443, top5_acc: 0.6078, loss_cls: 2.9733, loss: 2.9733, grad_norm: 1.4087 2020-07-18 05:29:05,687 - mmaction - INFO - Epoch [77][760/1253] lr: 2.394e-01, eta: 3 days, 3:21:55, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3557, top5_acc: 0.6078, loss_cls: 2.9579, loss: 2.9579, grad_norm: 1.4269 2020-07-18 05:29:27,229 - mmaction - INFO - Epoch [77][780/1253] lr: 2.394e-01, eta: 3 days, 3:21:08, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.3422, top5_acc: 0.5927, loss_cls: 3.0047, loss: 3.0047, grad_norm: 1.4210 2020-07-18 05:29:48,516 - mmaction - INFO - Epoch [77][800/1253] lr: 2.394e-01, eta: 3 days, 3:20:19, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3318, top5_acc: 0.5995, loss_cls: 3.0139, loss: 3.0139, grad_norm: 1.4485 2020-07-18 05:30:09,942 - mmaction - INFO - Epoch [77][820/1253] lr: 2.394e-01, eta: 3 days, 3:19:31, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3375, top5_acc: 0.5891, loss_cls: 3.0198, loss: 3.0198, grad_norm: 1.4069 2020-07-18 05:30:32,129 - mmaction - INFO - Epoch [77][840/1253] lr: 2.394e-01, eta: 3 days, 3:18:50, time: 1.109, data_time: 0.047, memory: 9059, top1_acc: 0.3638, top5_acc: 0.6003, loss_cls: 2.9232, loss: 2.9232, grad_norm: 1.3880 2020-07-18 05:30:53,390 - mmaction - INFO - Epoch [77][860/1253] lr: 2.394e-01, eta: 3 days, 3:18:01, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3659, top5_acc: 0.6102, loss_cls: 2.8766, loss: 2.8766, grad_norm: 1.3773 2020-07-18 05:31:14,577 - mmaction - INFO - Epoch [77][880/1253] lr: 2.394e-01, eta: 3 days, 3:17:12, time: 1.059, data_time: 0.001, memory: 9059, top1_acc: 0.3443, top5_acc: 0.5982, loss_cls: 3.0049, loss: 3.0049, grad_norm: 1.4041 2020-07-18 05:31:35,829 - mmaction - INFO - Epoch [77][900/1253] lr: 2.394e-01, eta: 3 days, 3:16:22, time: 1.061, data_time: 0.001, memory: 9059, top1_acc: 0.3607, top5_acc: 0.6120, loss_cls: 2.9388, loss: 2.9388, grad_norm: 1.4388 2020-07-18 05:31:57,065 - mmaction - INFO - Epoch [77][920/1253] lr: 2.394e-01, eta: 3 days, 3:15:34, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.3479, top5_acc: 0.6070, loss_cls: 2.9560, loss: 2.9560, grad_norm: 1.4227 2020-07-18 05:32:18,418 - mmaction - INFO - Epoch [77][940/1253] lr: 2.394e-01, eta: 3 days, 3:14:46, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3516, top5_acc: 0.6065, loss_cls: 2.9650, loss: 2.9650, grad_norm: 1.4472 2020-07-18 05:32:39,745 - mmaction - INFO - Epoch [77][960/1253] lr: 2.394e-01, eta: 3 days, 3:13:57, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.3396, top5_acc: 0.5945, loss_cls: 3.0046, loss: 3.0046, grad_norm: 1.4260 2020-07-18 05:33:01,012 - mmaction - INFO - Epoch [77][980/1253] lr: 2.394e-01, eta: 3 days, 3:13:09, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3510, top5_acc: 0.6052, loss_cls: 2.9474, loss: 2.9474, grad_norm: 1.4127 2020-07-18 05:33:22,366 - mmaction - INFO - Epoch [77][1000/1253] lr: 2.394e-01, eta: 3 days, 3:12:21, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.3531, top5_acc: 0.6055, loss_cls: 2.9216, loss: 2.9216, grad_norm: 1.4139 2020-07-18 05:33:43,551 - mmaction - INFO - Epoch [77][1020/1253] lr: 2.394e-01, eta: 3 days, 3:11:31, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.3490, top5_acc: 0.6029, loss_cls: 2.9756, loss: 2.9756, grad_norm: 1.4329 2020-07-18 05:34:05,262 - mmaction - INFO - Epoch [77][1040/1253] lr: 2.394e-01, eta: 3 days, 3:10:46, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.3419, top5_acc: 0.6063, loss_cls: 2.9360, loss: 2.9360, grad_norm: 1.4370 2020-07-18 05:34:26,515 - mmaction - INFO - Epoch [77][1060/1253] lr: 2.394e-01, eta: 3 days, 3:09:58, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3443, top5_acc: 0.5964, loss_cls: 2.9952, loss: 2.9952, grad_norm: 1.4525 2020-07-18 05:34:47,860 - mmaction - INFO - Epoch [77][1080/1253] lr: 2.394e-01, eta: 3 days, 3:09:10, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3542, top5_acc: 0.6091, loss_cls: 2.9593, loss: 2.9593, grad_norm: 1.4021 2020-07-18 05:35:09,128 - mmaction - INFO - Epoch [77][1100/1253] lr: 2.394e-01, eta: 3 days, 3:08:21, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3391, top5_acc: 0.5938, loss_cls: 3.0455, loss: 3.0455, grad_norm: 1.4303 2020-07-18 05:35:30,418 - mmaction - INFO - Epoch [77][1120/1253] lr: 2.394e-01, eta: 3 days, 3:07:33, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.3294, top5_acc: 0.5914, loss_cls: 3.0377, loss: 3.0377, grad_norm: 1.4440 2020-07-18 05:35:51,812 - mmaction - INFO - Epoch [77][1140/1253] lr: 2.394e-01, eta: 3 days, 3:06:46, time: 1.071, data_time: 0.003, memory: 9059, top1_acc: 0.3336, top5_acc: 0.5896, loss_cls: 3.0503, loss: 3.0503, grad_norm: 1.4089 2020-07-18 05:36:13,100 - mmaction - INFO - Epoch [77][1160/1253] lr: 2.394e-01, eta: 3 days, 3:05:58, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3354, top5_acc: 0.5924, loss_cls: 3.0519, loss: 3.0519, grad_norm: 1.4105 2020-07-18 05:36:34,390 - mmaction - INFO - Epoch [77][1180/1253] lr: 2.394e-01, eta: 3 days, 3:05:10, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3469, top5_acc: 0.5948, loss_cls: 3.0093, loss: 3.0093, grad_norm: 1.3821 2020-07-18 05:36:55,604 - mmaction - INFO - Epoch [77][1200/1253] lr: 2.394e-01, eta: 3 days, 3:04:21, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3534, top5_acc: 0.6008, loss_cls: 2.9289, loss: 2.9289, grad_norm: 1.4031 2020-07-18 05:37:16,793 - mmaction - INFO - Epoch [77][1220/1253] lr: 2.394e-01, eta: 3 days, 3:03:32, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3453, top5_acc: 0.5969, loss_cls: 3.0074, loss: 3.0074, grad_norm: 1.3925 2020-07-18 05:37:38,084 - mmaction - INFO - Epoch [77][1240/1253] lr: 2.394e-01, eta: 3 days, 3:02:44, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3414, top5_acc: 0.5966, loss_cls: 2.9919, loss: 2.9919, grad_norm: 1.4134 2020-07-18 05:41:06,506 - mmaction - INFO - Epoch [78][20/1253] lr: 2.379e-01, eta: 3 days, 3:23:12, time: 9.430, data_time: 8.093, memory: 9059, top1_acc: 0.3359, top5_acc: 0.6096, loss_cls: 2.9573, loss: 2.9573, grad_norm: 1.4841 2020-07-18 05:41:27,967 - mmaction - INFO - Epoch [78][40/1253] lr: 2.379e-01, eta: 3 days, 3:22:24, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.3401, top5_acc: 0.6044, loss_cls: 2.9854, loss: 2.9854, grad_norm: 1.3929 2020-07-18 05:41:49,524 - mmaction - INFO - Epoch [78][60/1253] lr: 2.379e-01, eta: 3 days, 3:21:38, time: 1.078, data_time: 0.001, memory: 9059, top1_acc: 0.3471, top5_acc: 0.6039, loss_cls: 2.9488, loss: 2.9488, grad_norm: 1.4260 2020-07-18 05:42:11,056 - mmaction - INFO - Epoch [78][80/1253] lr: 2.379e-01, eta: 3 days, 3:20:51, time: 1.075, data_time: 0.001, memory: 9059, top1_acc: 0.3646, top5_acc: 0.6073, loss_cls: 2.9396, loss: 2.9396, grad_norm: 1.4081 2020-07-18 05:42:32,379 - mmaction - INFO - Epoch [78][100/1253] lr: 2.379e-01, eta: 3 days, 3:20:02, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.3609, top5_acc: 0.6089, loss_cls: 2.9586, loss: 2.9586, grad_norm: 1.3865 2020-07-18 05:42:53,971 - mmaction - INFO - Epoch [78][120/1253] lr: 2.379e-01, eta: 3 days, 3:19:16, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.3721, top5_acc: 0.6182, loss_cls: 2.8458, loss: 2.8458, grad_norm: 1.4288 2020-07-18 05:43:15,317 - mmaction - INFO - Epoch [78][140/1253] lr: 2.379e-01, eta: 3 days, 3:18:28, time: 1.070, data_time: 0.004, memory: 9059, top1_acc: 0.3547, top5_acc: 0.6052, loss_cls: 2.9291, loss: 2.9291, grad_norm: 1.4596 2020-07-18 05:43:36,436 - mmaction - INFO - Epoch [78][160/1253] lr: 2.379e-01, eta: 3 days, 3:17:37, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.3591, top5_acc: 0.6203, loss_cls: 2.8983, loss: 2.8983, grad_norm: 1.4231 2020-07-18 05:43:58,106 - mmaction - INFO - Epoch [78][180/1253] lr: 2.379e-01, eta: 3 days, 3:16:52, time: 1.084, data_time: 0.002, memory: 9059, top1_acc: 0.3523, top5_acc: 0.6021, loss_cls: 2.9655, loss: 2.9655, grad_norm: 1.4441 2020-07-18 05:44:19,267 - mmaction - INFO - Epoch [78][200/1253] lr: 2.379e-01, eta: 3 days, 3:16:02, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.3365, top5_acc: 0.5956, loss_cls: 3.0284, loss: 3.0284, grad_norm: 1.4052 2020-07-18 05:44:40,809 - mmaction - INFO - Epoch [78][220/1253] lr: 2.379e-01, eta: 3 days, 3:15:16, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.3474, top5_acc: 0.6010, loss_cls: 2.9766, loss: 2.9766, grad_norm: 1.4068 2020-07-18 05:45:02,180 - mmaction - INFO - Epoch [78][240/1253] lr: 2.379e-01, eta: 3 days, 3:14:28, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3401, top5_acc: 0.6039, loss_cls: 2.9979, loss: 2.9979, grad_norm: 1.4378 2020-07-18 05:45:23,647 - mmaction - INFO - Epoch [78][260/1253] lr: 2.379e-01, eta: 3 days, 3:13:41, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.3568, top5_acc: 0.5935, loss_cls: 2.9548, loss: 2.9548, grad_norm: 1.3854 2020-07-18 05:45:44,843 - mmaction - INFO - Epoch [78][280/1253] lr: 2.379e-01, eta: 3 days, 3:12:51, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3471, top5_acc: 0.5961, loss_cls: 2.9597, loss: 2.9597, grad_norm: 1.4483 2020-07-18 05:46:06,269 - mmaction - INFO - Epoch [78][300/1253] lr: 2.379e-01, eta: 3 days, 3:12:04, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3531, top5_acc: 0.6156, loss_cls: 2.9444, loss: 2.9444, grad_norm: 1.4107 2020-07-18 05:46:27,625 - mmaction - INFO - Epoch [78][320/1253] lr: 2.379e-01, eta: 3 days, 3:11:16, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.3492, top5_acc: 0.6031, loss_cls: 2.9944, loss: 2.9944, grad_norm: 1.4308 2020-07-18 05:46:49,219 - mmaction - INFO - Epoch [78][340/1253] lr: 2.379e-01, eta: 3 days, 3:10:30, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.3591, top5_acc: 0.6208, loss_cls: 2.9240, loss: 2.9240, grad_norm: 1.3782 2020-07-18 05:47:10,393 - mmaction - INFO - Epoch [78][360/1253] lr: 2.379e-01, eta: 3 days, 3:09:41, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3419, top5_acc: 0.5930, loss_cls: 3.0179, loss: 3.0179, grad_norm: 1.4364 2020-07-18 05:47:31,672 - mmaction - INFO - Epoch [78][380/1253] lr: 2.379e-01, eta: 3 days, 3:08:53, time: 1.062, data_time: 0.008, memory: 9059, top1_acc: 0.3620, top5_acc: 0.6148, loss_cls: 2.9255, loss: 2.9255, grad_norm: 1.4088 2020-07-18 05:47:53,064 - mmaction - INFO - Epoch [78][400/1253] lr: 2.379e-01, eta: 3 days, 3:08:05, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.3471, top5_acc: 0.6018, loss_cls: 2.9477, loss: 2.9477, grad_norm: 1.4271 2020-07-18 05:48:14,399 - mmaction - INFO - Epoch [78][420/1253] lr: 2.379e-01, eta: 3 days, 3:07:17, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3380, top5_acc: 0.6146, loss_cls: 2.9373, loss: 2.9373, grad_norm: 1.4535 2020-07-18 05:48:35,630 - mmaction - INFO - Epoch [78][440/1253] lr: 2.379e-01, eta: 3 days, 3:06:29, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3560, top5_acc: 0.5977, loss_cls: 2.9686, loss: 2.9686, grad_norm: 1.4087 2020-07-18 05:48:57,018 - mmaction - INFO - Epoch [78][460/1253] lr: 2.379e-01, eta: 3 days, 3:05:41, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3698, top5_acc: 0.6081, loss_cls: 2.9192, loss: 2.9192, grad_norm: 1.4430 2020-07-18 05:49:18,699 - mmaction - INFO - Epoch [78][480/1253] lr: 2.379e-01, eta: 3 days, 3:04:57, time: 1.084, data_time: 0.002, memory: 9059, top1_acc: 0.3461, top5_acc: 0.6049, loss_cls: 2.9353, loss: 2.9353, grad_norm: 1.4017 2020-07-18 05:49:40,049 - mmaction - INFO - Epoch [78][500/1253] lr: 2.379e-01, eta: 3 days, 3:04:09, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3492, top5_acc: 0.5979, loss_cls: 2.9995, loss: 2.9995, grad_norm: 1.4438 2020-07-18 05:50:01,328 - mmaction - INFO - Epoch [78][520/1253] lr: 2.379e-01, eta: 3 days, 3:03:21, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.3482, top5_acc: 0.6044, loss_cls: 3.0010, loss: 3.0010, grad_norm: 1.4419 2020-07-18 05:50:22,608 - mmaction - INFO - Epoch [78][540/1253] lr: 2.379e-01, eta: 3 days, 3:02:33, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3521, top5_acc: 0.6010, loss_cls: 2.9673, loss: 2.9673, grad_norm: 1.4066 2020-07-18 05:50:43,842 - mmaction - INFO - Epoch [78][560/1253] lr: 2.379e-01, eta: 3 days, 3:01:45, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3534, top5_acc: 0.6112, loss_cls: 2.9468, loss: 2.9468, grad_norm: 1.4411 2020-07-18 05:51:05,247 - mmaction - INFO - Epoch [78][580/1253] lr: 2.379e-01, eta: 3 days, 3:00:57, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.3458, top5_acc: 0.6065, loss_cls: 2.9780, loss: 2.9780, grad_norm: 1.4152 2020-07-18 05:51:26,531 - mmaction - INFO - Epoch [78][600/1253] lr: 2.379e-01, eta: 3 days, 3:00:09, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.3508, top5_acc: 0.6094, loss_cls: 2.9294, loss: 2.9294, grad_norm: 1.3785 2020-07-18 05:51:47,955 - mmaction - INFO - Epoch [78][620/1253] lr: 2.379e-01, eta: 3 days, 2:59:23, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.3552, top5_acc: 0.6036, loss_cls: 2.9670, loss: 2.9670, grad_norm: 1.4221 2020-07-18 05:52:09,274 - mmaction - INFO - Epoch [78][640/1253] lr: 2.379e-01, eta: 3 days, 2:58:35, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3500, top5_acc: 0.6044, loss_cls: 2.9455, loss: 2.9455, grad_norm: 1.3838 2020-07-18 05:52:30,498 - mmaction - INFO - Epoch [78][660/1253] lr: 2.379e-01, eta: 3 days, 2:57:47, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3596, top5_acc: 0.6102, loss_cls: 2.8982, loss: 2.8982, grad_norm: 1.4377 2020-07-18 05:52:52,218 - mmaction - INFO - Epoch [78][680/1253] lr: 2.379e-01, eta: 3 days, 2:57:03, time: 1.087, data_time: 0.003, memory: 9059, top1_acc: 0.3490, top5_acc: 0.5987, loss_cls: 2.9968, loss: 2.9968, grad_norm: 1.4289 2020-07-18 05:53:13,661 - mmaction - INFO - Epoch [78][700/1253] lr: 2.379e-01, eta: 3 days, 2:56:16, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3516, top5_acc: 0.6005, loss_cls: 2.9676, loss: 2.9676, grad_norm: 1.4097 2020-07-18 05:53:34,842 - mmaction - INFO - Epoch [78][720/1253] lr: 2.379e-01, eta: 3 days, 2:55:28, time: 1.062, data_time: 0.004, memory: 9059, top1_acc: 0.3331, top5_acc: 0.5815, loss_cls: 3.0594, loss: 3.0594, grad_norm: 1.4075 2020-07-18 05:53:56,205 - mmaction - INFO - Epoch [78][740/1253] lr: 2.379e-01, eta: 3 days, 2:54:41, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3570, top5_acc: 0.6120, loss_cls: 2.9237, loss: 2.9237, grad_norm: 1.3883 2020-07-18 05:54:17,527 - mmaction - INFO - Epoch [78][760/1253] lr: 2.379e-01, eta: 3 days, 2:53:54, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3500, top5_acc: 0.6130, loss_cls: 2.9639, loss: 2.9639, grad_norm: 1.4238 2020-07-18 05:54:38,891 - mmaction - INFO - Epoch [78][780/1253] lr: 2.379e-01, eta: 3 days, 2:53:07, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.3430, top5_acc: 0.5990, loss_cls: 2.9919, loss: 2.9919, grad_norm: 1.4302 2020-07-18 05:55:00,653 - mmaction - INFO - Epoch [78][800/1253] lr: 2.379e-01, eta: 3 days, 2:52:23, time: 1.088, data_time: 0.002, memory: 9059, top1_acc: 0.3456, top5_acc: 0.6094, loss_cls: 2.9715, loss: 2.9715, grad_norm: 1.4210 2020-07-18 05:55:21,892 - mmaction - INFO - Epoch [78][820/1253] lr: 2.379e-01, eta: 3 days, 2:51:35, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3456, top5_acc: 0.5904, loss_cls: 2.9959, loss: 2.9959, grad_norm: 1.4148 2020-07-18 05:55:43,185 - mmaction - INFO - Epoch [78][840/1253] lr: 2.379e-01, eta: 3 days, 2:50:48, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.3466, top5_acc: 0.6086, loss_cls: 2.9566, loss: 2.9566, grad_norm: 1.4169 2020-07-18 05:56:04,428 - mmaction - INFO - Epoch [78][860/1253] lr: 2.379e-01, eta: 3 days, 2:50:00, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3424, top5_acc: 0.5956, loss_cls: 3.0106, loss: 3.0106, grad_norm: 1.4231 2020-07-18 05:56:25,821 - mmaction - INFO - Epoch [78][880/1253] lr: 2.379e-01, eta: 3 days, 2:49:14, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3526, top5_acc: 0.5909, loss_cls: 2.9954, loss: 2.9954, grad_norm: 1.4466 2020-07-18 05:56:47,725 - mmaction - INFO - Epoch [78][900/1253] lr: 2.379e-01, eta: 3 days, 2:48:31, time: 1.096, data_time: 0.002, memory: 9059, top1_acc: 0.3464, top5_acc: 0.6044, loss_cls: 2.9620, loss: 2.9620, grad_norm: 1.4294 2020-07-18 05:57:09,124 - mmaction - INFO - Epoch [78][920/1253] lr: 2.379e-01, eta: 3 days, 2:47:45, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3276, top5_acc: 0.5911, loss_cls: 3.0405, loss: 3.0405, grad_norm: 1.4085 2020-07-18 05:57:30,466 - mmaction - INFO - Epoch [78][940/1253] lr: 2.379e-01, eta: 3 days, 2:46:58, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3523, top5_acc: 0.6102, loss_cls: 2.9548, loss: 2.9548, grad_norm: 1.3941 2020-07-18 05:57:51,883 - mmaction - INFO - Epoch [78][960/1253] lr: 2.379e-01, eta: 3 days, 2:46:12, time: 1.070, data_time: 0.001, memory: 9059, top1_acc: 0.3427, top5_acc: 0.5898, loss_cls: 3.0009, loss: 3.0009, grad_norm: 1.4337 2020-07-18 05:58:13,385 - mmaction - INFO - Epoch [78][980/1253] lr: 2.379e-01, eta: 3 days, 2:45:26, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.3398, top5_acc: 0.5948, loss_cls: 2.9980, loss: 2.9980, grad_norm: 1.4055 2020-07-18 05:58:34,913 - mmaction - INFO - Epoch [78][1000/1253] lr: 2.379e-01, eta: 3 days, 2:44:42, time: 1.078, data_time: 0.003, memory: 9059, top1_acc: 0.3570, top5_acc: 0.6109, loss_cls: 2.9252, loss: 2.9252, grad_norm: 1.4239 2020-07-18 05:58:56,048 - mmaction - INFO - Epoch [78][1020/1253] lr: 2.379e-01, eta: 3 days, 2:43:53, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.3409, top5_acc: 0.6021, loss_cls: 2.9790, loss: 2.9790, grad_norm: 1.4457 2020-07-18 05:59:17,407 - mmaction - INFO - Epoch [78][1040/1253] lr: 2.379e-01, eta: 3 days, 2:43:07, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3359, top5_acc: 0.5953, loss_cls: 3.0096, loss: 3.0096, grad_norm: 1.4400 2020-07-18 05:59:38,576 - mmaction - INFO - Epoch [78][1060/1253] lr: 2.379e-01, eta: 3 days, 2:42:19, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3599, top5_acc: 0.6138, loss_cls: 2.9361, loss: 2.9361, grad_norm: 1.4193 2020-07-18 06:00:00,139 - mmaction - INFO - Epoch [78][1080/1253] lr: 2.379e-01, eta: 3 days, 2:41:34, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.3536, top5_acc: 0.6039, loss_cls: 2.9664, loss: 2.9664, grad_norm: 1.4156 2020-07-18 06:00:31,102 - mmaction - INFO - Epoch [78][1100/1253] lr: 2.379e-01, eta: 3 days, 2:41:57, time: 1.492, data_time: 0.001, memory: 9059, top1_acc: 0.3474, top5_acc: 0.6068, loss_cls: 2.9697, loss: 2.9697, grad_norm: 1.4362 2020-07-18 06:00:52,523 - mmaction - INFO - Epoch [78][1120/1253] lr: 2.379e-01, eta: 3 days, 2:41:20, time: 1.126, data_time: 0.062, memory: 9059, top1_acc: 0.3430, top5_acc: 0.5984, loss_cls: 2.9846, loss: 2.9846, grad_norm: 1.4160 2020-07-18 06:01:14,562 - mmaction - INFO - Epoch [78][1140/1253] lr: 2.379e-01, eta: 3 days, 2:40:39, time: 1.100, data_time: 0.002, memory: 9059, top1_acc: 0.3352, top5_acc: 0.6021, loss_cls: 3.0047, loss: 3.0047, grad_norm: 1.4530 2020-07-18 06:01:36,249 - mmaction - INFO - Epoch [78][1160/1253] lr: 2.379e-01, eta: 3 days, 2:39:55, time: 1.086, data_time: 0.003, memory: 9059, top1_acc: 0.3622, top5_acc: 0.6091, loss_cls: 2.9446, loss: 2.9446, grad_norm: 1.4107 2020-07-18 06:01:57,737 - mmaction - INFO - Epoch [78][1180/1253] lr: 2.379e-01, eta: 3 days, 2:39:10, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.3359, top5_acc: 0.5964, loss_cls: 3.0011, loss: 3.0011, grad_norm: 1.3947 2020-07-18 06:02:18,997 - mmaction - INFO - Epoch [78][1200/1253] lr: 2.379e-01, eta: 3 days, 2:38:23, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3523, top5_acc: 0.6047, loss_cls: 2.9286, loss: 2.9286, grad_norm: 1.4233 2020-07-18 06:02:40,449 - mmaction - INFO - Epoch [78][1220/1253] lr: 2.379e-01, eta: 3 days, 2:37:38, time: 1.072, data_time: 0.004, memory: 9059, top1_acc: 0.3401, top5_acc: 0.6060, loss_cls: 2.9843, loss: 2.9843, grad_norm: 1.4091 2020-07-18 06:03:01,990 - mmaction - INFO - Epoch [78][1240/1253] lr: 2.379e-01, eta: 3 days, 2:36:53, time: 1.079, data_time: 0.003, memory: 9059, top1_acc: 0.3500, top5_acc: 0.6133, loss_cls: 2.9542, loss: 2.9542, grad_norm: 1.4301 2020-07-18 06:06:39,571 - mmaction - INFO - Epoch [79][20/1253] lr: 2.364e-01, eta: 3 days, 2:57:12, time: 9.774, data_time: 8.403, memory: 9059, top1_acc: 0.3464, top5_acc: 0.6018, loss_cls: 2.9870, loss: 2.9870, grad_norm: 1.4420 2020-07-18 06:07:01,136 - mmaction - INFO - Epoch [79][40/1253] lr: 2.364e-01, eta: 3 days, 2:56:27, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.3523, top5_acc: 0.6128, loss_cls: 2.9158, loss: 2.9158, grad_norm: 1.4010 2020-07-18 06:07:22,477 - mmaction - INFO - Epoch [79][60/1253] lr: 2.364e-01, eta: 3 days, 2:55:40, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3495, top5_acc: 0.6068, loss_cls: 2.9664, loss: 2.9664, grad_norm: 1.4212 2020-07-18 06:07:43,728 - mmaction - INFO - Epoch [79][80/1253] lr: 2.364e-01, eta: 3 days, 2:54:52, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3409, top5_acc: 0.5930, loss_cls: 3.0215, loss: 3.0215, grad_norm: 1.4650 2020-07-18 06:08:05,155 - mmaction - INFO - Epoch [79][100/1253] lr: 2.364e-01, eta: 3 days, 2:54:05, time: 1.073, data_time: 0.003, memory: 9059, top1_acc: 0.3620, top5_acc: 0.6195, loss_cls: 2.8950, loss: 2.8950, grad_norm: 1.4008 2020-07-18 06:08:26,677 - mmaction - INFO - Epoch [79][120/1253] lr: 2.364e-01, eta: 3 days, 2:53:20, time: 1.076, data_time: 0.001, memory: 9059, top1_acc: 0.3508, top5_acc: 0.5982, loss_cls: 2.9732, loss: 2.9732, grad_norm: 1.4205 2020-07-18 06:08:48,061 - mmaction - INFO - Epoch [79][140/1253] lr: 2.364e-01, eta: 3 days, 2:52:33, time: 1.070, data_time: 0.001, memory: 9059, top1_acc: 0.3435, top5_acc: 0.6102, loss_cls: 2.9477, loss: 2.9477, grad_norm: 1.4137 2020-07-18 06:09:09,582 - mmaction - INFO - Epoch [79][160/1253] lr: 2.364e-01, eta: 3 days, 2:51:47, time: 1.074, data_time: 0.001, memory: 9059, top1_acc: 0.3563, top5_acc: 0.6016, loss_cls: 2.9618, loss: 2.9618, grad_norm: 1.4050 2020-07-18 06:09:31,051 - mmaction - INFO - Epoch [79][180/1253] lr: 2.364e-01, eta: 3 days, 2:51:01, time: 1.074, data_time: 0.003, memory: 9059, top1_acc: 0.3609, top5_acc: 0.6029, loss_cls: 2.9330, loss: 2.9330, grad_norm: 1.4189 2020-07-18 06:09:52,565 - mmaction - INFO - Epoch [79][200/1253] lr: 2.364e-01, eta: 3 days, 2:50:16, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.3563, top5_acc: 0.6073, loss_cls: 2.9524, loss: 2.9524, grad_norm: 1.3993 2020-07-18 06:10:14,362 - mmaction - INFO - Epoch [79][220/1253] lr: 2.364e-01, eta: 3 days, 2:49:32, time: 1.090, data_time: 0.010, memory: 9059, top1_acc: 0.3578, top5_acc: 0.6146, loss_cls: 2.8969, loss: 2.8969, grad_norm: 1.4136 2020-07-18 06:10:35,754 - mmaction - INFO - Epoch [79][240/1253] lr: 2.364e-01, eta: 3 days, 2:48:46, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3672, top5_acc: 0.6130, loss_cls: 2.9075, loss: 2.9075, grad_norm: 1.4253 2020-07-18 06:10:57,368 - mmaction - INFO - Epoch [79][260/1253] lr: 2.364e-01, eta: 3 days, 2:48:01, time: 1.081, data_time: 0.003, memory: 9059, top1_acc: 0.3565, top5_acc: 0.6070, loss_cls: 2.9469, loss: 2.9469, grad_norm: 1.4361 2020-07-18 06:11:19,021 - mmaction - INFO - Epoch [79][280/1253] lr: 2.364e-01, eta: 3 days, 2:47:17, time: 1.082, data_time: 0.002, memory: 9059, top1_acc: 0.3490, top5_acc: 0.6044, loss_cls: 2.9328, loss: 2.9328, grad_norm: 1.4059 2020-07-18 06:11:40,702 - mmaction - INFO - Epoch [79][300/1253] lr: 2.364e-01, eta: 3 days, 2:46:33, time: 1.084, data_time: 0.002, memory: 9059, top1_acc: 0.3302, top5_acc: 0.5990, loss_cls: 2.9906, loss: 2.9906, grad_norm: 1.4678 2020-07-18 06:12:01,978 - mmaction - INFO - Epoch [79][320/1253] lr: 2.364e-01, eta: 3 days, 2:45:45, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.3544, top5_acc: 0.6076, loss_cls: 2.9654, loss: 2.9654, grad_norm: 1.4268 2020-07-18 06:12:23,151 - mmaction - INFO - Epoch [79][340/1253] lr: 2.364e-01, eta: 3 days, 2:44:57, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.3563, top5_acc: 0.6128, loss_cls: 2.9284, loss: 2.9284, grad_norm: 1.4396 2020-07-18 06:12:45,048 - mmaction - INFO - Epoch [79][360/1253] lr: 2.364e-01, eta: 3 days, 2:44:15, time: 1.095, data_time: 0.003, memory: 9059, top1_acc: 0.3544, top5_acc: 0.5885, loss_cls: 2.9801, loss: 2.9801, grad_norm: 1.4166 2020-07-18 06:13:06,414 - mmaction - INFO - Epoch [79][380/1253] lr: 2.364e-01, eta: 3 days, 2:43:29, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.3549, top5_acc: 0.6029, loss_cls: 2.9529, loss: 2.9529, grad_norm: 1.4051 2020-07-18 06:13:27,679 - mmaction - INFO - Epoch [79][400/1253] lr: 2.364e-01, eta: 3 days, 2:42:41, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.3596, top5_acc: 0.6078, loss_cls: 2.9029, loss: 2.9029, grad_norm: 1.4058 2020-07-18 06:13:49,130 - mmaction - INFO - Epoch [79][420/1253] lr: 2.364e-01, eta: 3 days, 2:41:55, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3536, top5_acc: 0.6094, loss_cls: 2.9152, loss: 2.9152, grad_norm: 1.4027 2020-07-18 06:14:10,382 - mmaction - INFO - Epoch [79][440/1253] lr: 2.364e-01, eta: 3 days, 2:41:08, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.3435, top5_acc: 0.5961, loss_cls: 3.0037, loss: 3.0037, grad_norm: 1.4798 2020-07-18 06:14:31,523 - mmaction - INFO - Epoch [79][460/1253] lr: 2.364e-01, eta: 3 days, 2:40:20, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.3557, top5_acc: 0.5924, loss_cls: 2.9841, loss: 2.9841, grad_norm: 1.4268 2020-07-18 06:14:52,848 - mmaction - INFO - Epoch [79][480/1253] lr: 2.364e-01, eta: 3 days, 2:39:34, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3602, top5_acc: 0.6102, loss_cls: 2.9522, loss: 2.9522, grad_norm: 1.4122 2020-07-18 06:15:14,189 - mmaction - INFO - Epoch [79][500/1253] lr: 2.364e-01, eta: 3 days, 2:38:47, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3557, top5_acc: 0.6057, loss_cls: 2.9496, loss: 2.9496, grad_norm: 1.4175 2020-07-18 06:15:35,398 - mmaction - INFO - Epoch [79][520/1253] lr: 2.364e-01, eta: 3 days, 2:38:00, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.3656, top5_acc: 0.6096, loss_cls: 2.8745, loss: 2.8745, grad_norm: 1.4013 2020-07-18 06:15:56,716 - mmaction - INFO - Epoch [79][540/1253] lr: 2.364e-01, eta: 3 days, 2:37:13, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3490, top5_acc: 0.6029, loss_cls: 2.9687, loss: 2.9687, grad_norm: 1.4616 2020-07-18 06:16:18,428 - mmaction - INFO - Epoch [79][560/1253] lr: 2.364e-01, eta: 3 days, 2:36:29, time: 1.084, data_time: 0.002, memory: 9059, top1_acc: 0.3414, top5_acc: 0.5904, loss_cls: 3.0345, loss: 3.0345, grad_norm: 1.4125 2020-07-18 06:16:39,849 - mmaction - INFO - Epoch [79][580/1253] lr: 2.364e-01, eta: 3 days, 2:35:44, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.3438, top5_acc: 0.5924, loss_cls: 2.9975, loss: 2.9975, grad_norm: 1.4185 2020-07-18 06:17:01,092 - mmaction - INFO - Epoch [79][600/1253] lr: 2.364e-01, eta: 3 days, 2:34:57, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3516, top5_acc: 0.6083, loss_cls: 2.9284, loss: 2.9284, grad_norm: 1.4035 2020-07-18 06:17:22,387 - mmaction - INFO - Epoch [79][620/1253] lr: 2.364e-01, eta: 3 days, 2:34:10, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.3518, top5_acc: 0.5966, loss_cls: 2.9992, loss: 2.9992, grad_norm: 1.3998 2020-07-18 06:17:44,116 - mmaction - INFO - Epoch [79][640/1253] lr: 2.364e-01, eta: 3 days, 2:33:27, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.3518, top5_acc: 0.5984, loss_cls: 3.0060, loss: 3.0060, grad_norm: 1.4441 2020-07-18 06:18:05,509 - mmaction - INFO - Epoch [79][660/1253] lr: 2.364e-01, eta: 3 days, 2:32:41, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3529, top5_acc: 0.6151, loss_cls: 2.9248, loss: 2.9248, grad_norm: 1.4222 2020-07-18 06:18:26,697 - mmaction - INFO - Epoch [79][680/1253] lr: 2.364e-01, eta: 3 days, 2:31:54, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.3557, top5_acc: 0.6120, loss_cls: 2.9328, loss: 2.9328, grad_norm: 1.4678 2020-07-18 06:18:48,155 - mmaction - INFO - Epoch [79][700/1253] lr: 2.364e-01, eta: 3 days, 2:31:09, time: 1.074, data_time: 0.003, memory: 9059, top1_acc: 0.3599, top5_acc: 0.6143, loss_cls: 2.9389, loss: 2.9389, grad_norm: 1.4351 2020-07-18 06:19:09,558 - mmaction - INFO - Epoch [79][720/1253] lr: 2.364e-01, eta: 3 days, 2:30:23, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3445, top5_acc: 0.6008, loss_cls: 2.9752, loss: 2.9752, grad_norm: 1.4079 2020-07-18 06:19:30,793 - mmaction - INFO - Epoch [79][740/1253] lr: 2.364e-01, eta: 3 days, 2:29:37, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.3453, top5_acc: 0.5945, loss_cls: 3.0170, loss: 3.0170, grad_norm: 1.4424 2020-07-18 06:19:52,368 - mmaction - INFO - Epoch [79][760/1253] lr: 2.364e-01, eta: 3 days, 2:28:52, time: 1.077, data_time: 0.001, memory: 9059, top1_acc: 0.3531, top5_acc: 0.6120, loss_cls: 2.9300, loss: 2.9300, grad_norm: 1.4216 2020-07-18 06:20:13,808 - mmaction - INFO - Epoch [79][780/1253] lr: 2.364e-01, eta: 3 days, 2:28:07, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.3495, top5_acc: 0.6141, loss_cls: 2.9458, loss: 2.9458, grad_norm: 1.4220 2020-07-18 06:20:35,132 - mmaction - INFO - Epoch [79][800/1253] lr: 2.364e-01, eta: 3 days, 2:27:21, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.3609, top5_acc: 0.6172, loss_cls: 2.8936, loss: 2.8936, grad_norm: 1.3949 2020-07-18 06:20:56,371 - mmaction - INFO - Epoch [79][820/1253] lr: 2.364e-01, eta: 3 days, 2:26:34, time: 1.063, data_time: 0.004, memory: 9059, top1_acc: 0.3448, top5_acc: 0.5885, loss_cls: 3.0196, loss: 3.0196, grad_norm: 1.4380 2020-07-18 06:21:17,564 - mmaction - INFO - Epoch [79][840/1253] lr: 2.364e-01, eta: 3 days, 2:25:47, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3456, top5_acc: 0.5979, loss_cls: 2.9819, loss: 2.9819, grad_norm: 1.4031 2020-07-18 06:21:38,890 - mmaction - INFO - Epoch [79][860/1253] lr: 2.364e-01, eta: 3 days, 2:25:01, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.3383, top5_acc: 0.5974, loss_cls: 2.9969, loss: 2.9969, grad_norm: 1.4376 2020-07-18 06:22:00,281 - mmaction - INFO - Epoch [79][880/1253] lr: 2.364e-01, eta: 3 days, 2:24:16, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.3471, top5_acc: 0.6047, loss_cls: 2.9606, loss: 2.9606, grad_norm: 1.4017 2020-07-18 06:22:21,585 - mmaction - INFO - Epoch [79][900/1253] lr: 2.364e-01, eta: 3 days, 2:23:30, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3513, top5_acc: 0.6130, loss_cls: 2.9387, loss: 2.9387, grad_norm: 1.4372 2020-07-18 06:22:43,574 - mmaction - INFO - Epoch [79][920/1253] lr: 2.364e-01, eta: 3 days, 2:22:49, time: 1.099, data_time: 0.002, memory: 9059, top1_acc: 0.3526, top5_acc: 0.6052, loss_cls: 2.9704, loss: 2.9704, grad_norm: 1.4081 2020-07-18 06:23:04,823 - mmaction - INFO - Epoch [79][940/1253] lr: 2.364e-01, eta: 3 days, 2:22:03, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.3505, top5_acc: 0.6161, loss_cls: 2.9274, loss: 2.9274, grad_norm: 1.3980 2020-07-18 06:23:26,102 - mmaction - INFO - Epoch [79][960/1253] lr: 2.364e-01, eta: 3 days, 2:21:17, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3536, top5_acc: 0.6055, loss_cls: 2.9411, loss: 2.9411, grad_norm: 1.4553 2020-07-18 06:23:47,371 - mmaction - INFO - Epoch [79][980/1253] lr: 2.364e-01, eta: 3 days, 2:20:30, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3453, top5_acc: 0.6076, loss_cls: 2.9602, loss: 2.9602, grad_norm: 1.4196 2020-07-18 06:24:09,099 - mmaction - INFO - Epoch [79][1000/1253] lr: 2.364e-01, eta: 3 days, 2:19:48, time: 1.087, data_time: 0.002, memory: 9059, top1_acc: 0.3607, top5_acc: 0.6063, loss_cls: 2.9518, loss: 2.9518, grad_norm: 1.4203 2020-07-18 06:24:30,269 - mmaction - INFO - Epoch [79][1020/1253] lr: 2.364e-01, eta: 3 days, 2:19:01, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.3372, top5_acc: 0.5984, loss_cls: 2.9982, loss: 2.9982, grad_norm: 1.4164 2020-07-18 06:24:51,760 - mmaction - INFO - Epoch [79][1040/1253] lr: 2.364e-01, eta: 3 days, 2:18:17, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.3505, top5_acc: 0.6023, loss_cls: 2.9958, loss: 2.9958, grad_norm: 1.4462 2020-07-18 06:25:12,983 - mmaction - INFO - Epoch [79][1060/1253] lr: 2.364e-01, eta: 3 days, 2:17:30, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3471, top5_acc: 0.5909, loss_cls: 2.9901, loss: 2.9901, grad_norm: 1.3979 2020-07-18 06:25:34,505 - mmaction - INFO - Epoch [79][1080/1253] lr: 2.364e-01, eta: 3 days, 2:16:46, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.3503, top5_acc: 0.6122, loss_cls: 2.9522, loss: 2.9522, grad_norm: 1.4119 2020-07-18 06:25:55,938 - mmaction - INFO - Epoch [79][1100/1253] lr: 2.364e-01, eta: 3 days, 2:16:02, time: 1.073, data_time: 0.003, memory: 9059, top1_acc: 0.3417, top5_acc: 0.5898, loss_cls: 3.0122, loss: 3.0122, grad_norm: 1.4484 2020-07-18 06:26:17,174 - mmaction - INFO - Epoch [79][1120/1253] lr: 2.364e-01, eta: 3 days, 2:15:15, time: 1.061, data_time: 0.001, memory: 9059, top1_acc: 0.3523, top5_acc: 0.6167, loss_cls: 2.9364, loss: 2.9364, grad_norm: 1.4380 2020-07-18 06:26:38,953 - mmaction - INFO - Epoch [79][1140/1253] lr: 2.364e-01, eta: 3 days, 2:14:33, time: 1.089, data_time: 0.002, memory: 9059, top1_acc: 0.3453, top5_acc: 0.5958, loss_cls: 2.9770, loss: 2.9770, grad_norm: 1.4172 2020-07-18 06:27:00,310 - mmaction - INFO - Epoch [79][1160/1253] lr: 2.364e-01, eta: 3 days, 2:13:48, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.3484, top5_acc: 0.5898, loss_cls: 2.9851, loss: 2.9851, grad_norm: 1.4256 2020-07-18 06:27:21,490 - mmaction - INFO - Epoch [79][1180/1253] lr: 2.364e-01, eta: 3 days, 2:13:02, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3534, top5_acc: 0.6070, loss_cls: 2.9496, loss: 2.9496, grad_norm: 1.4230 2020-07-18 06:27:42,818 - mmaction - INFO - Epoch [79][1200/1253] lr: 2.364e-01, eta: 3 days, 2:12:16, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3505, top5_acc: 0.6016, loss_cls: 2.9517, loss: 2.9517, grad_norm: 1.4201 2020-07-18 06:28:04,349 - mmaction - INFO - Epoch [79][1220/1253] lr: 2.364e-01, eta: 3 days, 2:11:32, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.3542, top5_acc: 0.6049, loss_cls: 2.9804, loss: 2.9804, grad_norm: 1.4229 2020-07-18 06:28:25,699 - mmaction - INFO - Epoch [79][1240/1253] lr: 2.364e-01, eta: 3 days, 2:10:47, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.3599, top5_acc: 0.6122, loss_cls: 2.9177, loss: 2.9177, grad_norm: 1.4205 2020-07-18 06:31:57,155 - mmaction - INFO - Epoch [80][20/1253] lr: 2.349e-01, eta: 3 days, 2:29:40, time: 9.613, data_time: 8.436, memory: 9059, top1_acc: 0.3690, top5_acc: 0.6104, loss_cls: 2.8575, loss: 2.8575, grad_norm: 1.3967 2020-07-18 06:32:18,622 - mmaction - INFO - Epoch [80][40/1253] lr: 2.349e-01, eta: 3 days, 2:28:55, time: 1.073, data_time: 0.003, memory: 9059, top1_acc: 0.3487, top5_acc: 0.6018, loss_cls: 2.9879, loss: 2.9879, grad_norm: 1.4572 2020-07-18 06:32:40,146 - mmaction - INFO - Epoch [80][60/1253] lr: 2.349e-01, eta: 3 days, 2:28:11, time: 1.079, data_time: 0.003, memory: 9059, top1_acc: 0.3474, top5_acc: 0.6000, loss_cls: 2.9861, loss: 2.9861, grad_norm: 1.4231 2020-07-18 06:33:01,479 - mmaction - INFO - Epoch [80][80/1253] lr: 2.349e-01, eta: 3 days, 2:27:25, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.3589, top5_acc: 0.6130, loss_cls: 2.9200, loss: 2.9200, grad_norm: 1.4168 2020-07-18 06:33:22,791 - mmaction - INFO - Epoch [80][100/1253] lr: 2.349e-01, eta: 3 days, 2:26:39, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3583, top5_acc: 0.6115, loss_cls: 2.9098, loss: 2.9098, grad_norm: 1.4487 2020-07-18 06:33:44,059 - mmaction - INFO - Epoch [80][120/1253] lr: 2.349e-01, eta: 3 days, 2:25:52, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3677, top5_acc: 0.6172, loss_cls: 2.8995, loss: 2.8995, grad_norm: 1.4246 2020-07-18 06:34:05,527 - mmaction - INFO - Epoch [80][140/1253] lr: 2.349e-01, eta: 3 days, 2:25:07, time: 1.073, data_time: 0.001, memory: 9059, top1_acc: 0.3549, top5_acc: 0.6049, loss_cls: 2.9429, loss: 2.9429, grad_norm: 1.4481 2020-07-18 06:34:26,884 - mmaction - INFO - Epoch [80][160/1253] lr: 2.349e-01, eta: 3 days, 2:24:21, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3534, top5_acc: 0.6130, loss_cls: 2.9161, loss: 2.9161, grad_norm: 1.4536 2020-07-18 06:34:48,068 - mmaction - INFO - Epoch [80][180/1253] lr: 2.349e-01, eta: 3 days, 2:23:34, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3464, top5_acc: 0.5914, loss_cls: 3.0127, loss: 3.0127, grad_norm: 1.4297 2020-07-18 06:35:09,283 - mmaction - INFO - Epoch [80][200/1253] lr: 2.349e-01, eta: 3 days, 2:22:48, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3539, top5_acc: 0.5974, loss_cls: 2.9697, loss: 2.9697, grad_norm: 1.4015 2020-07-18 06:35:30,651 - mmaction - INFO - Epoch [80][220/1253] lr: 2.349e-01, eta: 3 days, 2:22:02, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3638, top5_acc: 0.6117, loss_cls: 2.9007, loss: 2.9007, grad_norm: 1.4103 2020-07-18 06:35:52,675 - mmaction - INFO - Epoch [80][240/1253] lr: 2.349e-01, eta: 3 days, 2:21:22, time: 1.102, data_time: 0.003, memory: 9059, top1_acc: 0.3453, top5_acc: 0.6000, loss_cls: 2.9673, loss: 2.9673, grad_norm: 1.4322 2020-07-18 06:36:13,947 - mmaction - INFO - Epoch [80][260/1253] lr: 2.349e-01, eta: 3 days, 2:20:35, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3695, top5_acc: 0.6182, loss_cls: 2.9062, loss: 2.9062, grad_norm: 1.4193 2020-07-18 06:36:35,326 - mmaction - INFO - Epoch [80][280/1253] lr: 2.349e-01, eta: 3 days, 2:19:50, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.3461, top5_acc: 0.6000, loss_cls: 2.9979, loss: 2.9979, grad_norm: 1.4532 2020-07-18 06:36:56,972 - mmaction - INFO - Epoch [80][300/1253] lr: 2.349e-01, eta: 3 days, 2:19:07, time: 1.083, data_time: 0.002, memory: 9059, top1_acc: 0.3461, top5_acc: 0.6122, loss_cls: 2.9299, loss: 2.9299, grad_norm: 1.4246 2020-07-18 06:37:18,144 - mmaction - INFO - Epoch [80][320/1253] lr: 2.349e-01, eta: 3 days, 2:18:20, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3521, top5_acc: 0.6010, loss_cls: 2.9901, loss: 2.9901, grad_norm: 1.4101 2020-07-18 06:37:39,610 - mmaction - INFO - Epoch [80][340/1253] lr: 2.349e-01, eta: 3 days, 2:17:35, time: 1.071, data_time: 0.001, memory: 9059, top1_acc: 0.3471, top5_acc: 0.5997, loss_cls: 2.9883, loss: 2.9883, grad_norm: 1.4137 2020-07-18 06:38:00,878 - mmaction - INFO - Epoch [80][360/1253] lr: 2.349e-01, eta: 3 days, 2:16:49, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.3651, top5_acc: 0.6099, loss_cls: 2.9099, loss: 2.9099, grad_norm: 1.4035 2020-07-18 06:38:22,167 - mmaction - INFO - Epoch [80][380/1253] lr: 2.349e-01, eta: 3 days, 2:16:03, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3518, top5_acc: 0.6010, loss_cls: 2.9450, loss: 2.9450, grad_norm: 1.4373 2020-07-18 06:38:43,704 - mmaction - INFO - Epoch [80][400/1253] lr: 2.349e-01, eta: 3 days, 2:15:19, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.3419, top5_acc: 0.5924, loss_cls: 3.0569, loss: 3.0569, grad_norm: 1.4417 2020-07-18 06:39:05,019 - mmaction - INFO - Epoch [80][420/1253] lr: 2.349e-01, eta: 3 days, 2:14:34, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3440, top5_acc: 0.6164, loss_cls: 2.9361, loss: 2.9361, grad_norm: 1.4104 2020-07-18 06:39:26,453 - mmaction - INFO - Epoch [80][440/1253] lr: 2.349e-01, eta: 3 days, 2:13:49, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3409, top5_acc: 0.5969, loss_cls: 2.9795, loss: 2.9795, grad_norm: 1.4305 2020-07-18 06:39:47,743 - mmaction - INFO - Epoch [80][460/1253] lr: 2.349e-01, eta: 3 days, 2:13:03, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.3602, top5_acc: 0.6167, loss_cls: 2.8868, loss: 2.8868, grad_norm: 1.3968 2020-07-18 06:40:08,946 - mmaction - INFO - Epoch [80][480/1253] lr: 2.349e-01, eta: 3 days, 2:12:17, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3591, top5_acc: 0.6141, loss_cls: 2.8936, loss: 2.8936, grad_norm: 1.4247 2020-07-18 06:40:30,224 - mmaction - INFO - Epoch [80][500/1253] lr: 2.349e-01, eta: 3 days, 2:11:31, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3549, top5_acc: 0.6026, loss_cls: 2.9544, loss: 2.9544, grad_norm: 1.4314 2020-07-18 06:40:52,258 - mmaction - INFO - Epoch [80][520/1253] lr: 2.349e-01, eta: 3 days, 2:10:51, time: 1.102, data_time: 0.002, memory: 9059, top1_acc: 0.3526, top5_acc: 0.6104, loss_cls: 2.9351, loss: 2.9351, grad_norm: 1.4170 2020-07-18 06:41:13,529 - mmaction - INFO - Epoch [80][540/1253] lr: 2.349e-01, eta: 3 days, 2:10:05, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3529, top5_acc: 0.6049, loss_cls: 2.9399, loss: 2.9399, grad_norm: 1.4416 2020-07-18 06:41:35,079 - mmaction - INFO - Epoch [80][560/1253] lr: 2.349e-01, eta: 3 days, 2:09:22, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.3466, top5_acc: 0.6141, loss_cls: 2.9723, loss: 2.9723, grad_norm: 1.4579 2020-07-18 06:41:56,320 - mmaction - INFO - Epoch [80][580/1253] lr: 2.349e-01, eta: 3 days, 2:08:36, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3536, top5_acc: 0.5995, loss_cls: 2.9623, loss: 2.9623, grad_norm: 1.4043 2020-07-18 06:42:17,790 - mmaction - INFO - Epoch [80][600/1253] lr: 2.349e-01, eta: 3 days, 2:07:52, time: 1.072, data_time: 0.001, memory: 9059, top1_acc: 0.3549, top5_acc: 0.6326, loss_cls: 2.8720, loss: 2.8720, grad_norm: 1.4291 2020-07-18 06:42:38,975 - mmaction - INFO - Epoch [80][620/1253] lr: 2.349e-01, eta: 3 days, 2:07:05, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3549, top5_acc: 0.6065, loss_cls: 2.9461, loss: 2.9461, grad_norm: 1.4460 2020-07-18 06:43:00,160 - mmaction - INFO - Epoch [80][640/1253] lr: 2.349e-01, eta: 3 days, 2:06:19, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3427, top5_acc: 0.6070, loss_cls: 2.9726, loss: 2.9726, grad_norm: 1.4341 2020-07-18 06:43:21,550 - mmaction - INFO - Epoch [80][660/1253] lr: 2.349e-01, eta: 3 days, 2:05:35, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.3555, top5_acc: 0.5961, loss_cls: 2.9555, loss: 2.9555, grad_norm: 1.4299 2020-07-18 06:43:42,888 - mmaction - INFO - Epoch [80][680/1253] lr: 2.349e-01, eta: 3 days, 2:04:50, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3469, top5_acc: 0.5995, loss_cls: 3.0265, loss: 3.0265, grad_norm: 1.4362 2020-07-18 06:44:04,270 - mmaction - INFO - Epoch [80][700/1253] lr: 2.349e-01, eta: 3 days, 2:04:05, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.3458, top5_acc: 0.5956, loss_cls: 3.0000, loss: 3.0000, grad_norm: 1.4305 2020-07-18 06:44:25,472 - mmaction - INFO - Epoch [80][720/1253] lr: 2.349e-01, eta: 3 days, 2:03:19, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3500, top5_acc: 0.6112, loss_cls: 2.9344, loss: 2.9344, grad_norm: 1.4424 2020-07-18 06:44:46,797 - mmaction - INFO - Epoch [80][740/1253] lr: 2.349e-01, eta: 3 days, 2:02:34, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3586, top5_acc: 0.6091, loss_cls: 2.9251, loss: 2.9251, grad_norm: 1.4255 2020-07-18 06:45:08,310 - mmaction - INFO - Epoch [80][760/1253] lr: 2.349e-01, eta: 3 days, 2:01:50, time: 1.075, data_time: 0.001, memory: 9059, top1_acc: 0.3568, top5_acc: 0.6078, loss_cls: 2.9507, loss: 2.9507, grad_norm: 1.4190 2020-07-18 06:45:29,675 - mmaction - INFO - Epoch [80][780/1253] lr: 2.349e-01, eta: 3 days, 2:01:05, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3555, top5_acc: 0.6042, loss_cls: 2.9485, loss: 2.9485, grad_norm: 1.4268 2020-07-18 06:45:50,952 - mmaction - INFO - Epoch [80][800/1253] lr: 2.349e-01, eta: 3 days, 2:00:20, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.3591, top5_acc: 0.6102, loss_cls: 2.9304, loss: 2.9304, grad_norm: 1.4051 2020-07-18 06:46:12,074 - mmaction - INFO - Epoch [80][820/1253] lr: 2.349e-01, eta: 3 days, 1:59:34, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.3406, top5_acc: 0.5896, loss_cls: 2.9937, loss: 2.9937, grad_norm: 1.4119 2020-07-18 06:46:33,428 - mmaction - INFO - Epoch [80][840/1253] lr: 2.349e-01, eta: 3 days, 1:58:49, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3492, top5_acc: 0.6000, loss_cls: 2.9929, loss: 2.9929, grad_norm: 1.4097 2020-07-18 06:46:54,684 - mmaction - INFO - Epoch [80][860/1253] lr: 2.349e-01, eta: 3 days, 1:58:04, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.3385, top5_acc: 0.5948, loss_cls: 2.9646, loss: 2.9646, grad_norm: 1.4324 2020-07-18 06:47:16,107 - mmaction - INFO - Epoch [80][880/1253] lr: 2.349e-01, eta: 3 days, 1:57:20, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3591, top5_acc: 0.6096, loss_cls: 2.9252, loss: 2.9252, grad_norm: 1.4497 2020-07-18 06:47:37,479 - mmaction - INFO - Epoch [80][900/1253] lr: 2.349e-01, eta: 3 days, 1:56:35, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3602, top5_acc: 0.6148, loss_cls: 2.9209, loss: 2.9209, grad_norm: 1.4222 2020-07-18 06:47:58,815 - mmaction - INFO - Epoch [80][920/1253] lr: 2.349e-01, eta: 3 days, 1:55:51, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3643, top5_acc: 0.6109, loss_cls: 2.8894, loss: 2.8894, grad_norm: 1.4285 2020-07-18 06:48:20,325 - mmaction - INFO - Epoch [80][940/1253] lr: 2.349e-01, eta: 3 days, 1:55:07, time: 1.073, data_time: 0.001, memory: 9059, top1_acc: 0.3513, top5_acc: 0.5940, loss_cls: 2.9708, loss: 2.9708, grad_norm: 1.4417 2020-07-18 06:48:42,178 - mmaction - INFO - Epoch [80][960/1253] lr: 2.349e-01, eta: 3 days, 1:54:27, time: 1.095, data_time: 0.004, memory: 9059, top1_acc: 0.3354, top5_acc: 0.5974, loss_cls: 2.9787, loss: 2.9787, grad_norm: 1.4439 2020-07-18 06:49:03,349 - mmaction - INFO - Epoch [80][980/1253] lr: 2.349e-01, eta: 3 days, 1:53:41, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.3471, top5_acc: 0.5953, loss_cls: 2.9751, loss: 2.9751, grad_norm: 1.3916 2020-07-18 06:49:24,938 - mmaction - INFO - Epoch [80][1000/1253] lr: 2.349e-01, eta: 3 days, 1:52:58, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.3414, top5_acc: 0.5885, loss_cls: 3.0160, loss: 3.0160, grad_norm: 1.4263 2020-07-18 06:49:46,632 - mmaction - INFO - Epoch [80][1020/1253] lr: 2.349e-01, eta: 3 days, 1:52:16, time: 1.085, data_time: 0.002, memory: 9059, top1_acc: 0.3641, top5_acc: 0.6172, loss_cls: 2.9207, loss: 2.9207, grad_norm: 1.4165 2020-07-18 06:50:07,958 - mmaction - INFO - Epoch [80][1040/1253] lr: 2.349e-01, eta: 3 days, 1:51:32, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3544, top5_acc: 0.5961, loss_cls: 2.9461, loss: 2.9461, grad_norm: 1.4146 2020-07-18 06:50:29,350 - mmaction - INFO - Epoch [80][1060/1253] lr: 2.349e-01, eta: 3 days, 1:50:48, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3672, top5_acc: 0.6109, loss_cls: 2.9180, loss: 2.9180, grad_norm: 1.4206 2020-07-18 06:50:50,757 - mmaction - INFO - Epoch [80][1080/1253] lr: 2.349e-01, eta: 3 days, 1:50:04, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3440, top5_acc: 0.6055, loss_cls: 2.9824, loss: 2.9824, grad_norm: 1.4135 2020-07-18 06:51:12,009 - mmaction - INFO - Epoch [80][1100/1253] lr: 2.349e-01, eta: 3 days, 1:49:19, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3456, top5_acc: 0.5932, loss_cls: 2.9905, loss: 2.9905, grad_norm: 1.4428 2020-07-18 06:51:33,925 - mmaction - INFO - Epoch [80][1120/1253] lr: 2.349e-01, eta: 3 days, 1:48:39, time: 1.097, data_time: 0.002, memory: 9059, top1_acc: 0.3497, top5_acc: 0.5992, loss_cls: 2.9595, loss: 2.9595, grad_norm: 1.4095 2020-07-18 06:51:55,459 - mmaction - INFO - Epoch [80][1140/1253] lr: 2.349e-01, eta: 3 days, 1:47:56, time: 1.076, data_time: 0.001, memory: 9059, top1_acc: 0.3471, top5_acc: 0.6026, loss_cls: 2.9742, loss: 2.9742, grad_norm: 1.4400 2020-07-18 06:52:16,852 - mmaction - INFO - Epoch [80][1160/1253] lr: 2.349e-01, eta: 3 days, 1:47:12, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3430, top5_acc: 0.6049, loss_cls: 3.0095, loss: 3.0095, grad_norm: 1.4251 2020-07-18 06:52:38,214 - mmaction - INFO - Epoch [80][1180/1253] lr: 2.349e-01, eta: 3 days, 1:46:28, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.3432, top5_acc: 0.5961, loss_cls: 2.9882, loss: 2.9882, grad_norm: 1.4096 2020-07-18 06:52:59,477 - mmaction - INFO - Epoch [80][1200/1253] lr: 2.349e-01, eta: 3 days, 1:45:43, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3451, top5_acc: 0.6008, loss_cls: 3.0050, loss: 3.0050, grad_norm: 1.4298 2020-07-18 06:53:20,840 - mmaction - INFO - Epoch [80][1220/1253] lr: 2.349e-01, eta: 3 days, 1:44:59, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3419, top5_acc: 0.5943, loss_cls: 2.9843, loss: 2.9843, grad_norm: 1.4085 2020-07-18 06:53:42,546 - mmaction - INFO - Epoch [80][1240/1253] lr: 2.349e-01, eta: 3 days, 1:44:18, time: 1.086, data_time: 0.003, memory: 9059, top1_acc: 0.3539, top5_acc: 0.6055, loss_cls: 2.9761, loss: 2.9761, grad_norm: 1.3956 2020-07-18 06:54:03,840 - mmaction - INFO - Saving checkpoint at 80 epochs 2020-07-18 06:57:01,899 - mmaction - INFO - Epoch [81][20/1253] lr: 2.333e-01, eta: 3 days, 2:00:21, time: 8.826, data_time: 7.638, memory: 9059, top1_acc: 0.3560, top5_acc: 0.6104, loss_cls: 2.9317, loss: 2.9317, grad_norm: 1.4259 2020-07-18 06:57:23,236 - mmaction - INFO - Epoch [81][40/1253] lr: 2.333e-01, eta: 3 days, 1:59:36, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.3568, top5_acc: 0.6151, loss_cls: 2.9266, loss: 2.9266, grad_norm: 1.4469 2020-07-18 06:57:44,666 - mmaction - INFO - Epoch [81][60/1253] lr: 2.333e-01, eta: 3 days, 1:58:52, time: 1.071, data_time: 0.001, memory: 9059, top1_acc: 0.3531, top5_acc: 0.6068, loss_cls: 2.9484, loss: 2.9484, grad_norm: 1.4252 2020-07-18 06:58:06,375 - mmaction - INFO - Epoch [81][80/1253] lr: 2.333e-01, eta: 3 days, 1:58:10, time: 1.085, data_time: 0.002, memory: 9059, top1_acc: 0.3719, top5_acc: 0.6122, loss_cls: 2.8534, loss: 2.8534, grad_norm: 1.4220 2020-07-18 06:58:27,929 - mmaction - INFO - Epoch [81][100/1253] lr: 2.333e-01, eta: 3 days, 1:57:26, time: 1.073, data_time: 0.005, memory: 9059, top1_acc: 0.3565, top5_acc: 0.6247, loss_cls: 2.8983, loss: 2.8983, grad_norm: 1.4566 2020-07-18 06:58:49,523 - mmaction - INFO - Epoch [81][120/1253] lr: 2.333e-01, eta: 3 days, 1:56:43, time: 1.084, data_time: 0.007, memory: 9059, top1_acc: 0.3526, top5_acc: 0.5943, loss_cls: 2.9744, loss: 2.9744, grad_norm: 1.4220 2020-07-18 06:59:10,780 - mmaction - INFO - Epoch [81][140/1253] lr: 2.333e-01, eta: 3 days, 1:55:58, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3529, top5_acc: 0.6018, loss_cls: 2.9538, loss: 2.9538, grad_norm: 1.4273 2020-07-18 06:59:32,353 - mmaction - INFO - Epoch [81][160/1253] lr: 2.333e-01, eta: 3 days, 1:55:15, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.3656, top5_acc: 0.6193, loss_cls: 2.8832, loss: 2.8832, grad_norm: 1.4182 2020-07-18 06:59:53,749 - mmaction - INFO - Epoch [81][180/1253] lr: 2.333e-01, eta: 3 days, 1:54:31, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3596, top5_acc: 0.6120, loss_cls: 2.9027, loss: 2.9027, grad_norm: 1.4668 2020-07-18 07:00:23,293 - mmaction - INFO - Epoch [81][200/1253] lr: 2.333e-01, eta: 3 days, 1:54:45, time: 1.468, data_time: 0.002, memory: 9059, top1_acc: 0.3516, top5_acc: 0.6047, loss_cls: 2.9573, loss: 2.9573, grad_norm: 1.4462 2020-07-18 07:00:45,753 - mmaction - INFO - Epoch [81][220/1253] lr: 2.333e-01, eta: 3 days, 1:54:10, time: 1.132, data_time: 0.019, memory: 9059, top1_acc: 0.3479, top5_acc: 0.6055, loss_cls: 2.9644, loss: 2.9644, grad_norm: 1.4258 2020-07-18 07:01:06,956 - mmaction - INFO - Epoch [81][240/1253] lr: 2.333e-01, eta: 3 days, 1:53:24, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3521, top5_acc: 0.6047, loss_cls: 2.9837, loss: 2.9837, grad_norm: 1.4001 2020-07-18 07:01:28,230 - mmaction - INFO - Epoch [81][260/1253] lr: 2.333e-01, eta: 3 days, 1:52:39, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3599, top5_acc: 0.6279, loss_cls: 2.9001, loss: 2.9001, grad_norm: 1.3956 2020-07-18 07:01:49,831 - mmaction - INFO - Epoch [81][280/1253] lr: 2.333e-01, eta: 3 days, 1:51:56, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.3576, top5_acc: 0.6151, loss_cls: 2.8935, loss: 2.8935, grad_norm: 1.4253 2020-07-18 07:02:11,367 - mmaction - INFO - Epoch [81][300/1253] lr: 2.333e-01, eta: 3 days, 1:51:13, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.3531, top5_acc: 0.6013, loss_cls: 2.9789, loss: 2.9789, grad_norm: 1.4366 2020-07-18 07:02:32,718 - mmaction - INFO - Epoch [81][320/1253] lr: 2.333e-01, eta: 3 days, 1:50:29, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.3453, top5_acc: 0.5990, loss_cls: 2.9804, loss: 2.9804, grad_norm: 1.4007 2020-07-18 07:02:53,966 - mmaction - INFO - Epoch [81][340/1253] lr: 2.333e-01, eta: 3 days, 1:49:44, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3633, top5_acc: 0.6174, loss_cls: 2.8831, loss: 2.8831, grad_norm: 1.4166 2020-07-18 07:03:15,255 - mmaction - INFO - Epoch [81][360/1253] lr: 2.333e-01, eta: 3 days, 1:48:59, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.3372, top5_acc: 0.5969, loss_cls: 3.0018, loss: 3.0018, grad_norm: 1.4441 2020-07-18 07:03:36,981 - mmaction - INFO - Epoch [81][380/1253] lr: 2.333e-01, eta: 3 days, 1:48:17, time: 1.086, data_time: 0.001, memory: 9059, top1_acc: 0.3497, top5_acc: 0.6021, loss_cls: 2.9624, loss: 2.9624, grad_norm: 1.4075 2020-07-18 07:03:58,313 - mmaction - INFO - Epoch [81][400/1253] lr: 2.333e-01, eta: 3 days, 1:47:33, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3638, top5_acc: 0.6156, loss_cls: 2.9049, loss: 2.9049, grad_norm: 1.4308 2020-07-18 07:04:20,000 - mmaction - INFO - Epoch [81][420/1253] lr: 2.333e-01, eta: 3 days, 1:46:51, time: 1.083, data_time: 0.001, memory: 9059, top1_acc: 0.3497, top5_acc: 0.5982, loss_cls: 2.9617, loss: 2.9617, grad_norm: 1.3971 2020-07-18 07:04:41,405 - mmaction - INFO - Epoch [81][440/1253] lr: 2.333e-01, eta: 3 days, 1:46:07, time: 1.071, data_time: 0.003, memory: 9059, top1_acc: 0.3583, top5_acc: 0.6130, loss_cls: 2.8969, loss: 2.8969, grad_norm: 1.4275 2020-07-18 07:05:02,589 - mmaction - INFO - Epoch [81][460/1253] lr: 2.333e-01, eta: 3 days, 1:45:22, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.3531, top5_acc: 0.6029, loss_cls: 2.9143, loss: 2.9143, grad_norm: 1.4260 2020-07-18 07:05:23,964 - mmaction - INFO - Epoch [81][480/1253] lr: 2.333e-01, eta: 3 days, 1:44:38, time: 1.071, data_time: 0.004, memory: 9059, top1_acc: 0.3758, top5_acc: 0.6195, loss_cls: 2.8631, loss: 2.8631, grad_norm: 1.4243 2020-07-18 07:05:45,164 - mmaction - INFO - Epoch [81][500/1253] lr: 2.333e-01, eta: 3 days, 1:43:53, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3474, top5_acc: 0.5904, loss_cls: 2.9926, loss: 2.9926, grad_norm: 1.4116 2020-07-18 07:06:06,403 - mmaction - INFO - Epoch [81][520/1253] lr: 2.333e-01, eta: 3 days, 1:43:08, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3430, top5_acc: 0.6005, loss_cls: 3.0049, loss: 3.0049, grad_norm: 1.4086 2020-07-18 07:06:27,605 - mmaction - INFO - Epoch [81][540/1253] lr: 2.333e-01, eta: 3 days, 1:42:23, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3461, top5_acc: 0.5977, loss_cls: 3.0037, loss: 3.0037, grad_norm: 1.4345 2020-07-18 07:06:48,898 - mmaction - INFO - Epoch [81][560/1253] lr: 2.333e-01, eta: 3 days, 1:41:38, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.3513, top5_acc: 0.6047, loss_cls: 2.9424, loss: 2.9424, grad_norm: 1.4100 2020-07-18 07:07:10,147 - mmaction - INFO - Epoch [81][580/1253] lr: 2.333e-01, eta: 3 days, 1:40:53, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3625, top5_acc: 0.6107, loss_cls: 2.9414, loss: 2.9414, grad_norm: 1.3777 2020-07-18 07:07:31,898 - mmaction - INFO - Epoch [81][600/1253] lr: 2.333e-01, eta: 3 days, 1:40:12, time: 1.088, data_time: 0.002, memory: 9059, top1_acc: 0.3484, top5_acc: 0.5984, loss_cls: 2.9476, loss: 2.9476, grad_norm: 1.4341 2020-07-18 07:07:53,827 - mmaction - INFO - Epoch [81][620/1253] lr: 2.333e-01, eta: 3 days, 1:39:33, time: 1.096, data_time: 0.002, memory: 9059, top1_acc: 0.3510, top5_acc: 0.5979, loss_cls: 2.9469, loss: 2.9469, grad_norm: 1.4295 2020-07-18 07:08:15,109 - mmaction - INFO - Epoch [81][640/1253] lr: 2.333e-01, eta: 3 days, 1:38:48, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3495, top5_acc: 0.6029, loss_cls: 2.9524, loss: 2.9524, grad_norm: 1.4357 2020-07-18 07:08:36,501 - mmaction - INFO - Epoch [81][660/1253] lr: 2.333e-01, eta: 3 days, 1:38:05, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.3380, top5_acc: 0.6031, loss_cls: 2.9911, loss: 2.9911, grad_norm: 1.4381 2020-07-18 07:08:57,761 - mmaction - INFO - Epoch [81][680/1253] lr: 2.333e-01, eta: 3 days, 1:37:20, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3581, top5_acc: 0.6115, loss_cls: 2.9216, loss: 2.9216, grad_norm: 1.4113 2020-07-18 07:09:19,633 - mmaction - INFO - Epoch [81][700/1253] lr: 2.333e-01, eta: 3 days, 1:36:40, time: 1.094, data_time: 0.002, memory: 9059, top1_acc: 0.3594, top5_acc: 0.6138, loss_cls: 2.8984, loss: 2.8984, grad_norm: 1.4158 2020-07-18 07:09:40,996 - mmaction - INFO - Epoch [81][720/1253] lr: 2.333e-01, eta: 3 days, 1:35:56, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3453, top5_acc: 0.5969, loss_cls: 3.0142, loss: 3.0142, grad_norm: 1.4377 2020-07-18 07:10:02,378 - mmaction - INFO - Epoch [81][740/1253] lr: 2.333e-01, eta: 3 days, 1:35:13, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3703, top5_acc: 0.6313, loss_cls: 2.8600, loss: 2.8600, grad_norm: 1.4240 2020-07-18 07:10:24,059 - mmaction - INFO - Epoch [81][760/1253] lr: 2.333e-01, eta: 3 days, 1:34:31, time: 1.085, data_time: 0.003, memory: 9059, top1_acc: 0.3583, top5_acc: 0.6065, loss_cls: 2.9526, loss: 2.9526, grad_norm: 1.4295 2020-07-18 07:10:45,387 - mmaction - INFO - Epoch [81][780/1253] lr: 2.333e-01, eta: 3 days, 1:33:47, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3479, top5_acc: 0.5964, loss_cls: 3.0260, loss: 3.0260, grad_norm: 1.4025 2020-07-18 07:11:06,808 - mmaction - INFO - Epoch [81][800/1253] lr: 2.333e-01, eta: 3 days, 1:33:04, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3570, top5_acc: 0.6026, loss_cls: 2.9721, loss: 2.9721, grad_norm: 1.4120 2020-07-18 07:11:28,248 - mmaction - INFO - Epoch [81][820/1253] lr: 2.333e-01, eta: 3 days, 1:32:21, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3440, top5_acc: 0.6089, loss_cls: 2.9925, loss: 2.9925, grad_norm: 1.4229 2020-07-18 07:11:49,525 - mmaction - INFO - Epoch [81][840/1253] lr: 2.333e-01, eta: 3 days, 1:31:37, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3539, top5_acc: 0.6081, loss_cls: 2.9483, loss: 2.9483, grad_norm: 1.4246 2020-07-18 07:12:10,700 - mmaction - INFO - Epoch [81][860/1253] lr: 2.333e-01, eta: 3 days, 1:30:52, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3576, top5_acc: 0.6023, loss_cls: 2.9604, loss: 2.9604, grad_norm: 1.4146 2020-07-18 07:12:31,906 - mmaction - INFO - Epoch [81][880/1253] lr: 2.333e-01, eta: 3 days, 1:30:08, time: 1.060, data_time: 0.003, memory: 9059, top1_acc: 0.3594, top5_acc: 0.6063, loss_cls: 2.9445, loss: 2.9445, grad_norm: 1.4154 2020-07-18 07:12:53,609 - mmaction - INFO - Epoch [81][900/1253] lr: 2.333e-01, eta: 3 days, 1:29:27, time: 1.085, data_time: 0.002, memory: 9059, top1_acc: 0.3510, top5_acc: 0.6010, loss_cls: 2.9807, loss: 2.9807, grad_norm: 1.4189 2020-07-18 07:13:14,867 - mmaction - INFO - Epoch [81][920/1253] lr: 2.333e-01, eta: 3 days, 1:28:42, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3523, top5_acc: 0.5919, loss_cls: 2.9812, loss: 2.9812, grad_norm: 1.4392 2020-07-18 07:13:36,274 - mmaction - INFO - Epoch [81][940/1253] lr: 2.333e-01, eta: 3 days, 1:27:59, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3406, top5_acc: 0.6026, loss_cls: 2.9968, loss: 2.9968, grad_norm: 1.4262 2020-07-18 07:13:57,593 - mmaction - INFO - Epoch [81][960/1253] lr: 2.333e-01, eta: 3 days, 1:27:16, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3526, top5_acc: 0.6029, loss_cls: 2.9726, loss: 2.9726, grad_norm: 1.4283 2020-07-18 07:14:18,996 - mmaction - INFO - Epoch [81][980/1253] lr: 2.333e-01, eta: 3 days, 1:26:32, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3664, top5_acc: 0.6245, loss_cls: 2.8723, loss: 2.8723, grad_norm: 1.4421 2020-07-18 07:14:40,720 - mmaction - INFO - Epoch [81][1000/1253] lr: 2.333e-01, eta: 3 days, 1:25:52, time: 1.087, data_time: 0.002, memory: 9059, top1_acc: 0.3453, top5_acc: 0.5969, loss_cls: 2.9569, loss: 2.9569, grad_norm: 1.4486 2020-07-18 07:15:02,014 - mmaction - INFO - Epoch [81][1020/1253] lr: 2.333e-01, eta: 3 days, 1:25:08, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3451, top5_acc: 0.5984, loss_cls: 2.9809, loss: 2.9809, grad_norm: 1.4225 2020-07-18 07:15:23,868 - mmaction - INFO - Epoch [81][1040/1253] lr: 2.333e-01, eta: 3 days, 1:24:28, time: 1.092, data_time: 0.002, memory: 9059, top1_acc: 0.3555, top5_acc: 0.6107, loss_cls: 2.9169, loss: 2.9169, grad_norm: 1.4154 2020-07-18 07:15:45,300 - mmaction - INFO - Epoch [81][1060/1253] lr: 2.333e-01, eta: 3 days, 1:23:45, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3570, top5_acc: 0.6117, loss_cls: 2.9445, loss: 2.9445, grad_norm: 1.4288 2020-07-18 07:16:06,721 - mmaction - INFO - Epoch [81][1080/1253] lr: 2.333e-01, eta: 3 days, 1:23:03, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3581, top5_acc: 0.6112, loss_cls: 2.9112, loss: 2.9112, grad_norm: 1.3961 2020-07-18 07:16:27,913 - mmaction - INFO - Epoch [81][1100/1253] lr: 2.333e-01, eta: 3 days, 1:22:18, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3591, top5_acc: 0.6031, loss_cls: 2.9346, loss: 2.9346, grad_norm: 1.4373 2020-07-18 07:16:49,272 - mmaction - INFO - Epoch [81][1120/1253] lr: 2.333e-01, eta: 3 days, 1:21:35, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3602, top5_acc: 0.6078, loss_cls: 2.9342, loss: 2.9342, grad_norm: 1.4442 2020-07-18 07:17:10,449 - mmaction - INFO - Epoch [81][1140/1253] lr: 2.333e-01, eta: 3 days, 1:20:51, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3440, top5_acc: 0.5990, loss_cls: 2.9840, loss: 2.9840, grad_norm: 1.4339 2020-07-18 07:17:31,811 - mmaction - INFO - Epoch [81][1160/1253] lr: 2.333e-01, eta: 3 days, 1:20:08, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.3482, top5_acc: 0.6057, loss_cls: 2.9717, loss: 2.9717, grad_norm: 1.4379 2020-07-18 07:17:53,021 - mmaction - INFO - Epoch [81][1180/1253] lr: 2.333e-01, eta: 3 days, 1:19:23, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.3557, top5_acc: 0.6068, loss_cls: 2.9238, loss: 2.9238, grad_norm: 1.4064 2020-07-18 07:18:14,592 - mmaction - INFO - Epoch [81][1200/1253] lr: 2.333e-01, eta: 3 days, 1:18:42, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.3612, top5_acc: 0.6130, loss_cls: 2.9352, loss: 2.9352, grad_norm: 1.4365 2020-07-18 07:18:36,775 - mmaction - INFO - Epoch [81][1220/1253] lr: 2.333e-01, eta: 3 days, 1:18:05, time: 1.110, data_time: 0.002, memory: 9059, top1_acc: 0.3529, top5_acc: 0.6010, loss_cls: 2.9707, loss: 2.9707, grad_norm: 1.4029 2020-07-18 07:18:58,122 - mmaction - INFO - Epoch [81][1240/1253] lr: 2.333e-01, eta: 3 days, 1:17:21, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.3503, top5_acc: 0.6094, loss_cls: 2.9402, loss: 2.9402, grad_norm: 1.4179 2020-07-18 07:22:38,651 - mmaction - INFO - Epoch [82][20/1253] lr: 2.318e-01, eta: 3 days, 1:35:02, time: 9.853, data_time: 8.686, memory: 9059, top1_acc: 0.3495, top5_acc: 0.6091, loss_cls: 2.9379, loss: 2.9379, grad_norm: 1.4288 2020-07-18 07:23:00,251 - mmaction - INFO - Epoch [82][40/1253] lr: 2.318e-01, eta: 3 days, 1:34:20, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.3599, top5_acc: 0.6031, loss_cls: 2.9244, loss: 2.9244, grad_norm: 1.3761 2020-07-18 07:23:21,610 - mmaction - INFO - Epoch [82][60/1253] lr: 2.318e-01, eta: 3 days, 1:33:37, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3625, top5_acc: 0.6214, loss_cls: 2.8778, loss: 2.8778, grad_norm: 1.4446 2020-07-18 07:23:42,841 - mmaction - INFO - Epoch [82][80/1253] lr: 2.318e-01, eta: 3 days, 1:32:52, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3536, top5_acc: 0.6029, loss_cls: 2.9585, loss: 2.9585, grad_norm: 1.4315 2020-07-18 07:24:04,193 - mmaction - INFO - Epoch [82][100/1253] lr: 2.318e-01, eta: 3 days, 1:32:08, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.3641, top5_acc: 0.6198, loss_cls: 2.8952, loss: 2.8952, grad_norm: 1.4255 2020-07-18 07:24:25,504 - mmaction - INFO - Epoch [82][120/1253] lr: 2.318e-01, eta: 3 days, 1:31:24, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3599, top5_acc: 0.6174, loss_cls: 2.9128, loss: 2.9128, grad_norm: 1.4463 2020-07-18 07:24:46,662 - mmaction - INFO - Epoch [82][140/1253] lr: 2.318e-01, eta: 3 days, 1:30:39, time: 1.059, data_time: 0.003, memory: 9059, top1_acc: 0.3654, top5_acc: 0.6156, loss_cls: 2.9062, loss: 2.9062, grad_norm: 1.4332 2020-07-18 07:25:07,968 - mmaction - INFO - Epoch [82][160/1253] lr: 2.318e-01, eta: 3 days, 1:29:55, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3539, top5_acc: 0.6034, loss_cls: 2.9368, loss: 2.9368, grad_norm: 1.4424 2020-07-18 07:25:29,678 - mmaction - INFO - Epoch [82][180/1253] lr: 2.318e-01, eta: 3 days, 1:29:14, time: 1.085, data_time: 0.002, memory: 9059, top1_acc: 0.3607, top5_acc: 0.6083, loss_cls: 2.9344, loss: 2.9344, grad_norm: 1.4575 2020-07-18 07:25:51,007 - mmaction - INFO - Epoch [82][200/1253] lr: 2.318e-01, eta: 3 days, 1:28:30, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3576, top5_acc: 0.6083, loss_cls: 2.9425, loss: 2.9425, grad_norm: 1.4439 2020-07-18 07:26:12,262 - mmaction - INFO - Epoch [82][220/1253] lr: 2.318e-01, eta: 3 days, 1:27:46, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3656, top5_acc: 0.6141, loss_cls: 2.8794, loss: 2.8794, grad_norm: 1.4152 2020-07-18 07:26:33,496 - mmaction - INFO - Epoch [82][240/1253] lr: 2.318e-01, eta: 3 days, 1:27:02, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.3544, top5_acc: 0.6049, loss_cls: 2.9522, loss: 2.9522, grad_norm: 1.4467 2020-07-18 07:26:54,673 - mmaction - INFO - Epoch [82][260/1253] lr: 2.318e-01, eta: 3 days, 1:26:17, time: 1.059, data_time: 0.001, memory: 9059, top1_acc: 0.3484, top5_acc: 0.6047, loss_cls: 2.9597, loss: 2.9597, grad_norm: 1.4390 2020-07-18 07:27:15,878 - mmaction - INFO - Epoch [82][280/1253] lr: 2.318e-01, eta: 3 days, 1:25:33, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3635, top5_acc: 0.6076, loss_cls: 2.9175, loss: 2.9175, grad_norm: 1.4280 2020-07-18 07:27:37,511 - mmaction - INFO - Epoch [82][300/1253] lr: 2.318e-01, eta: 3 days, 1:24:51, time: 1.083, data_time: 0.003, memory: 9059, top1_acc: 0.3549, top5_acc: 0.6161, loss_cls: 2.9012, loss: 2.9012, grad_norm: 1.3939 2020-07-18 07:27:58,868 - mmaction - INFO - Epoch [82][320/1253] lr: 2.318e-01, eta: 3 days, 1:24:08, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3586, top5_acc: 0.6174, loss_cls: 2.9055, loss: 2.9055, grad_norm: 1.4283 2020-07-18 07:28:20,172 - mmaction - INFO - Epoch [82][340/1253] lr: 2.318e-01, eta: 3 days, 1:23:24, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3667, top5_acc: 0.6193, loss_cls: 2.8846, loss: 2.8846, grad_norm: 1.4360 2020-07-18 07:28:42,074 - mmaction - INFO - Epoch [82][360/1253] lr: 2.318e-01, eta: 3 days, 1:22:44, time: 1.095, data_time: 0.002, memory: 9059, top1_acc: 0.3531, top5_acc: 0.6018, loss_cls: 2.9684, loss: 2.9684, grad_norm: 1.4495 2020-07-18 07:29:03,269 - mmaction - INFO - Epoch [82][380/1253] lr: 2.318e-01, eta: 3 days, 1:22:00, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3492, top5_acc: 0.6023, loss_cls: 2.9476, loss: 2.9476, grad_norm: 1.4186 2020-07-18 07:29:25,078 - mmaction - INFO - Epoch [82][400/1253] lr: 2.318e-01, eta: 3 days, 1:21:20, time: 1.091, data_time: 0.006, memory: 9059, top1_acc: 0.3740, top5_acc: 0.6148, loss_cls: 2.8959, loss: 2.8959, grad_norm: 1.4204 2020-07-18 07:29:46,348 - mmaction - INFO - Epoch [82][420/1253] lr: 2.318e-01, eta: 3 days, 1:20:36, time: 1.063, data_time: 0.004, memory: 9059, top1_acc: 0.3570, top5_acc: 0.5982, loss_cls: 2.9639, loss: 2.9639, grad_norm: 1.4295 2020-07-18 07:30:07,783 - mmaction - INFO - Epoch [82][440/1253] lr: 2.318e-01, eta: 3 days, 1:19:53, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3596, top5_acc: 0.6120, loss_cls: 2.8970, loss: 2.8970, grad_norm: 1.4068 2020-07-18 07:30:30,424 - mmaction - INFO - Epoch [82][460/1253] lr: 2.318e-01, eta: 3 days, 1:19:19, time: 1.131, data_time: 0.002, memory: 9059, top1_acc: 0.3477, top5_acc: 0.6042, loss_cls: 2.9763, loss: 2.9763, grad_norm: 1.4614 2020-07-18 07:30:51,790 - mmaction - INFO - Epoch [82][480/1253] lr: 2.318e-01, eta: 3 days, 1:18:36, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3648, top5_acc: 0.6109, loss_cls: 2.9327, loss: 2.9327, grad_norm: 1.4238 2020-07-18 07:31:13,138 - mmaction - INFO - Epoch [82][500/1253] lr: 2.318e-01, eta: 3 days, 1:17:53, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.3510, top5_acc: 0.6091, loss_cls: 2.9529, loss: 2.9529, grad_norm: 1.4337 2020-07-18 07:31:35,184 - mmaction - INFO - Epoch [82][520/1253] lr: 2.318e-01, eta: 3 days, 1:17:14, time: 1.102, data_time: 0.002, memory: 9059, top1_acc: 0.3469, top5_acc: 0.6034, loss_cls: 2.9686, loss: 2.9686, grad_norm: 1.4657 2020-07-18 07:31:56,586 - mmaction - INFO - Epoch [82][540/1253] lr: 2.318e-01, eta: 3 days, 1:16:31, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3602, top5_acc: 0.6000, loss_cls: 2.9411, loss: 2.9411, grad_norm: 1.4232 2020-07-18 07:32:17,995 - mmaction - INFO - Epoch [82][560/1253] lr: 2.318e-01, eta: 3 days, 1:15:49, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3490, top5_acc: 0.6052, loss_cls: 2.9830, loss: 2.9830, grad_norm: 1.4393 2020-07-18 07:32:39,294 - mmaction - INFO - Epoch [82][580/1253] lr: 2.318e-01, eta: 3 days, 1:15:05, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3445, top5_acc: 0.6115, loss_cls: 2.9490, loss: 2.9490, grad_norm: 1.3933 2020-07-18 07:33:00,558 - mmaction - INFO - Epoch [82][600/1253] lr: 2.318e-01, eta: 3 days, 1:14:22, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3609, top5_acc: 0.6010, loss_cls: 2.9322, loss: 2.9322, grad_norm: 1.4321 2020-07-18 07:33:21,816 - mmaction - INFO - Epoch [82][620/1253] lr: 2.318e-01, eta: 3 days, 1:13:38, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.3503, top5_acc: 0.6047, loss_cls: 2.9350, loss: 2.9350, grad_norm: 1.4275 2020-07-18 07:33:43,258 - mmaction - INFO - Epoch [82][640/1253] lr: 2.318e-01, eta: 3 days, 1:12:56, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3513, top5_acc: 0.6102, loss_cls: 2.9419, loss: 2.9419, grad_norm: 1.4472 2020-07-18 07:34:04,687 - mmaction - INFO - Epoch [82][660/1253] lr: 2.318e-01, eta: 3 days, 1:12:13, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3664, top5_acc: 0.6117, loss_cls: 2.9211, loss: 2.9211, grad_norm: 1.4100 2020-07-18 07:34:26,019 - mmaction - INFO - Epoch [82][680/1253] lr: 2.318e-01, eta: 3 days, 1:11:30, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3531, top5_acc: 0.6044, loss_cls: 2.9621, loss: 2.9621, grad_norm: 1.4283 2020-07-18 07:34:47,530 - mmaction - INFO - Epoch [82][700/1253] lr: 2.318e-01, eta: 3 days, 1:10:48, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.3484, top5_acc: 0.6156, loss_cls: 2.9673, loss: 2.9673, grad_norm: 1.4224 2020-07-18 07:35:08,838 - mmaction - INFO - Epoch [82][720/1253] lr: 2.318e-01, eta: 3 days, 1:10:05, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3523, top5_acc: 0.6091, loss_cls: 2.9688, loss: 2.9688, grad_norm: 1.4459 2020-07-18 07:35:30,096 - mmaction - INFO - Epoch [82][740/1253] lr: 2.318e-01, eta: 3 days, 1:09:21, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.3492, top5_acc: 0.5984, loss_cls: 2.9667, loss: 2.9667, grad_norm: 1.4131 2020-07-18 07:35:51,354 - mmaction - INFO - Epoch [82][760/1253] lr: 2.318e-01, eta: 3 days, 1:08:38, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3695, top5_acc: 0.6167, loss_cls: 2.9000, loss: 2.9000, grad_norm: 1.4128 2020-07-18 07:36:13,088 - mmaction - INFO - Epoch [82][780/1253] lr: 2.318e-01, eta: 3 days, 1:07:58, time: 1.085, data_time: 0.002, memory: 9059, top1_acc: 0.3544, top5_acc: 0.6042, loss_cls: 2.9697, loss: 2.9697, grad_norm: 1.4360 2020-07-18 07:36:34,452 - mmaction - INFO - Epoch [82][800/1253] lr: 2.318e-01, eta: 3 days, 1:07:15, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.3276, top5_acc: 0.5870, loss_cls: 3.0392, loss: 3.0392, grad_norm: 1.4505 2020-07-18 07:36:56,001 - mmaction - INFO - Epoch [82][820/1253] lr: 2.318e-01, eta: 3 days, 1:06:34, time: 1.077, data_time: 0.001, memory: 9059, top1_acc: 0.3477, top5_acc: 0.5961, loss_cls: 2.9846, loss: 2.9846, grad_norm: 1.4172 2020-07-18 07:37:17,168 - mmaction - INFO - Epoch [82][840/1253] lr: 2.318e-01, eta: 3 days, 1:05:50, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3531, top5_acc: 0.6052, loss_cls: 2.9309, loss: 2.9309, grad_norm: 1.4090 2020-07-18 07:37:38,480 - mmaction - INFO - Epoch [82][860/1253] lr: 2.318e-01, eta: 3 days, 1:05:07, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3534, top5_acc: 0.6026, loss_cls: 2.9472, loss: 2.9472, grad_norm: 1.3818 2020-07-18 07:37:59,731 - mmaction - INFO - Epoch [82][880/1253] lr: 2.318e-01, eta: 3 days, 1:04:23, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3646, top5_acc: 0.6135, loss_cls: 2.9288, loss: 2.9288, grad_norm: 1.4239 2020-07-18 07:38:20,885 - mmaction - INFO - Epoch [82][900/1253] lr: 2.318e-01, eta: 3 days, 1:03:39, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.3383, top5_acc: 0.5945, loss_cls: 2.9919, loss: 2.9919, grad_norm: 1.4506 2020-07-18 07:38:42,307 - mmaction - INFO - Epoch [82][920/1253] lr: 2.318e-01, eta: 3 days, 1:02:57, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3510, top5_acc: 0.6188, loss_cls: 2.8998, loss: 2.8998, grad_norm: 1.4013 2020-07-18 07:39:04,067 - mmaction - INFO - Epoch [82][940/1253] lr: 2.318e-01, eta: 3 days, 1:02:17, time: 1.088, data_time: 0.002, memory: 9059, top1_acc: 0.3612, top5_acc: 0.6104, loss_cls: 2.9246, loss: 2.9246, grad_norm: 1.4291 2020-07-18 07:39:25,414 - mmaction - INFO - Epoch [82][960/1253] lr: 2.318e-01, eta: 3 days, 1:01:35, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3651, top5_acc: 0.6227, loss_cls: 2.8690, loss: 2.8690, grad_norm: 1.4509 2020-07-18 07:39:46,838 - mmaction - INFO - Epoch [82][980/1253] lr: 2.318e-01, eta: 3 days, 1:00:53, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3651, top5_acc: 0.6172, loss_cls: 2.9127, loss: 2.9127, grad_norm: 1.4256 2020-07-18 07:40:08,159 - mmaction - INFO - Epoch [82][1000/1253] lr: 2.318e-01, eta: 3 days, 1:00:10, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3505, top5_acc: 0.6013, loss_cls: 2.9872, loss: 2.9872, grad_norm: 1.4698 2020-07-18 07:40:29,334 - mmaction - INFO - Epoch [82][1020/1253] lr: 2.318e-01, eta: 3 days, 0:59:26, time: 1.059, data_time: 0.003, memory: 9059, top1_acc: 0.3487, top5_acc: 0.6013, loss_cls: 2.9780, loss: 2.9780, grad_norm: 1.4346 2020-07-18 07:40:50,651 - mmaction - INFO - Epoch [82][1040/1253] lr: 2.318e-01, eta: 3 days, 0:58:44, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3471, top5_acc: 0.5870, loss_cls: 3.0432, loss: 3.0432, grad_norm: 1.4216 2020-07-18 07:41:12,038 - mmaction - INFO - Epoch [82][1060/1253] lr: 2.318e-01, eta: 3 days, 0:58:02, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.3583, top5_acc: 0.6154, loss_cls: 2.9035, loss: 2.9035, grad_norm: 1.4217 2020-07-18 07:41:33,394 - mmaction - INFO - Epoch [82][1080/1253] lr: 2.318e-01, eta: 3 days, 0:57:19, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.3432, top5_acc: 0.5953, loss_cls: 2.9975, loss: 2.9975, grad_norm: 1.4371 2020-07-18 07:41:54,631 - mmaction - INFO - Epoch [82][1100/1253] lr: 2.318e-01, eta: 3 days, 0:56:36, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3526, top5_acc: 0.6010, loss_cls: 2.9717, loss: 2.9717, grad_norm: 1.4605 2020-07-18 07:42:16,287 - mmaction - INFO - Epoch [82][1120/1253] lr: 2.318e-01, eta: 3 days, 0:55:56, time: 1.083, data_time: 0.002, memory: 9059, top1_acc: 0.3393, top5_acc: 0.5953, loss_cls: 2.9912, loss: 2.9912, grad_norm: 1.4064 2020-07-18 07:42:37,642 - mmaction - INFO - Epoch [82][1140/1253] lr: 2.318e-01, eta: 3 days, 0:55:13, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3544, top5_acc: 0.6081, loss_cls: 2.9563, loss: 2.9563, grad_norm: 1.4594 2020-07-18 07:42:59,289 - mmaction - INFO - Epoch [82][1160/1253] lr: 2.318e-01, eta: 3 days, 0:54:33, time: 1.083, data_time: 0.002, memory: 9059, top1_acc: 0.3596, top5_acc: 0.6141, loss_cls: 2.9144, loss: 2.9144, grad_norm: 1.4615 2020-07-18 07:43:20,479 - mmaction - INFO - Epoch [82][1180/1253] lr: 2.318e-01, eta: 3 days, 0:53:50, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3565, top5_acc: 0.6109, loss_cls: 2.9217, loss: 2.9217, grad_norm: 1.4273 2020-07-18 07:43:41,843 - mmaction - INFO - Epoch [82][1200/1253] lr: 2.318e-01, eta: 3 days, 0:53:07, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3565, top5_acc: 0.6221, loss_cls: 2.8826, loss: 2.8826, grad_norm: 1.4026 2020-07-18 07:44:02,981 - mmaction - INFO - Epoch [82][1220/1253] lr: 2.318e-01, eta: 3 days, 0:52:24, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.3461, top5_acc: 0.5971, loss_cls: 2.9895, loss: 2.9895, grad_norm: 1.4779 2020-07-18 07:44:24,453 - mmaction - INFO - Epoch [82][1240/1253] lr: 2.318e-01, eta: 3 days, 0:51:42, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.3721, top5_acc: 0.6180, loss_cls: 2.8799, loss: 2.8799, grad_norm: 1.4267 2020-07-18 07:47:40,947 - mmaction - INFO - Epoch [83][20/1253] lr: 2.302e-01, eta: 3 days, 1:06:23, time: 8.868, data_time: 7.699, memory: 9059, top1_acc: 0.3445, top5_acc: 0.6125, loss_cls: 2.9436, loss: 2.9436, grad_norm: 1.4491 2020-07-18 07:48:02,282 - mmaction - INFO - Epoch [83][40/1253] lr: 2.302e-01, eta: 3 days, 1:05:40, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3578, top5_acc: 0.5961, loss_cls: 2.9680, loss: 2.9680, grad_norm: 1.4160 2020-07-18 07:48:23,870 - mmaction - INFO - Epoch [83][60/1253] lr: 2.302e-01, eta: 3 days, 1:04:59, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.3779, top5_acc: 0.6221, loss_cls: 2.8752, loss: 2.8752, grad_norm: 1.4168 2020-07-18 07:48:46,370 - mmaction - INFO - Epoch [83][80/1253] lr: 2.302e-01, eta: 3 days, 1:04:24, time: 1.124, data_time: 0.002, memory: 9059, top1_acc: 0.3651, top5_acc: 0.6221, loss_cls: 2.8898, loss: 2.8898, grad_norm: 1.4409 2020-07-18 07:49:07,982 - mmaction - INFO - Epoch [83][100/1253] lr: 2.302e-01, eta: 3 days, 1:03:43, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.3490, top5_acc: 0.6052, loss_cls: 2.9411, loss: 2.9411, grad_norm: 1.4234 2020-07-18 07:49:29,519 - mmaction - INFO - Epoch [83][120/1253] lr: 2.302e-01, eta: 3 days, 1:03:01, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.3714, top5_acc: 0.6260, loss_cls: 2.8351, loss: 2.8351, grad_norm: 1.4212 2020-07-18 07:49:50,952 - mmaction - INFO - Epoch [83][140/1253] lr: 2.302e-01, eta: 3 days, 1:02:19, time: 1.071, data_time: 0.003, memory: 9059, top1_acc: 0.3651, top5_acc: 0.6193, loss_cls: 2.8434, loss: 2.8434, grad_norm: 1.4366 2020-07-18 07:50:12,270 - mmaction - INFO - Epoch [83][160/1253] lr: 2.302e-01, eta: 3 days, 1:01:36, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.3565, top5_acc: 0.5984, loss_cls: 2.9447, loss: 2.9447, grad_norm: 1.4430 2020-07-18 07:50:34,222 - mmaction - INFO - Epoch [83][180/1253] lr: 2.302e-01, eta: 3 days, 1:00:58, time: 1.096, data_time: 0.002, memory: 9059, top1_acc: 0.3438, top5_acc: 0.5974, loss_cls: 2.9774, loss: 2.9774, grad_norm: 1.4236 2020-07-18 07:50:56,265 - mmaction - INFO - Epoch [83][200/1253] lr: 2.302e-01, eta: 3 days, 1:00:20, time: 1.103, data_time: 0.015, memory: 9059, top1_acc: 0.3570, top5_acc: 0.6008, loss_cls: 2.9626, loss: 2.9626, grad_norm: 1.4472 2020-07-18 07:51:17,894 - mmaction - INFO - Epoch [83][220/1253] lr: 2.302e-01, eta: 3 days, 0:59:39, time: 1.082, data_time: 0.008, memory: 9059, top1_acc: 0.3628, top5_acc: 0.6146, loss_cls: 2.9334, loss: 2.9334, grad_norm: 1.4384 2020-07-18 07:51:39,190 - mmaction - INFO - Epoch [83][240/1253] lr: 2.302e-01, eta: 3 days, 0:58:56, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3542, top5_acc: 0.6133, loss_cls: 2.9257, loss: 2.9257, grad_norm: 1.4462 2020-07-18 07:52:00,545 - mmaction - INFO - Epoch [83][260/1253] lr: 2.302e-01, eta: 3 days, 0:58:14, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3461, top5_acc: 0.6036, loss_cls: 2.9753, loss: 2.9753, grad_norm: 1.3964 2020-07-18 07:52:21,876 - mmaction - INFO - Epoch [83][280/1253] lr: 2.302e-01, eta: 3 days, 0:57:31, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3576, top5_acc: 0.5974, loss_cls: 2.9602, loss: 2.9602, grad_norm: 1.3920 2020-07-18 07:52:43,306 - mmaction - INFO - Epoch [83][300/1253] lr: 2.302e-01, eta: 3 days, 0:56:49, time: 1.073, data_time: 0.003, memory: 9059, top1_acc: 0.3529, top5_acc: 0.6068, loss_cls: 2.9241, loss: 2.9241, grad_norm: 1.4697 2020-07-18 07:53:05,423 - mmaction - INFO - Epoch [83][320/1253] lr: 2.302e-01, eta: 3 days, 0:56:12, time: 1.106, data_time: 0.001, memory: 9059, top1_acc: 0.3698, top5_acc: 0.6219, loss_cls: 2.8452, loss: 2.8452, grad_norm: 1.4080 2020-07-18 07:53:26,720 - mmaction - INFO - Epoch [83][340/1253] lr: 2.302e-01, eta: 3 days, 0:55:29, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.3385, top5_acc: 0.5987, loss_cls: 2.9902, loss: 2.9902, grad_norm: 1.4811 2020-07-18 07:53:47,988 - mmaction - INFO - Epoch [83][360/1253] lr: 2.302e-01, eta: 3 days, 0:54:46, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.3617, top5_acc: 0.6104, loss_cls: 2.9208, loss: 2.9208, grad_norm: 1.4273 2020-07-18 07:54:09,407 - mmaction - INFO - Epoch [83][380/1253] lr: 2.302e-01, eta: 3 days, 0:54:04, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3448, top5_acc: 0.5924, loss_cls: 3.0285, loss: 3.0285, grad_norm: 1.4278 2020-07-18 07:54:30,800 - mmaction - INFO - Epoch [83][400/1253] lr: 2.302e-01, eta: 3 days, 0:53:22, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3578, top5_acc: 0.6122, loss_cls: 2.9311, loss: 2.9311, grad_norm: 1.4357 2020-07-18 07:54:52,021 - mmaction - INFO - Epoch [83][420/1253] lr: 2.302e-01, eta: 3 days, 0:52:38, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3471, top5_acc: 0.6018, loss_cls: 2.9720, loss: 2.9720, grad_norm: 1.4236 2020-07-18 07:55:13,297 - mmaction - INFO - Epoch [83][440/1253] lr: 2.302e-01, eta: 3 days, 0:51:56, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3448, top5_acc: 0.6081, loss_cls: 2.9404, loss: 2.9404, grad_norm: 1.4192 2020-07-18 07:55:34,487 - mmaction - INFO - Epoch [83][460/1253] lr: 2.302e-01, eta: 3 days, 0:51:12, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3643, top5_acc: 0.6143, loss_cls: 2.8563, loss: 2.8563, grad_norm: 1.4341 2020-07-18 07:55:56,388 - mmaction - INFO - Epoch [83][480/1253] lr: 2.302e-01, eta: 3 days, 0:50:34, time: 1.096, data_time: 0.002, memory: 9059, top1_acc: 0.3490, top5_acc: 0.5911, loss_cls: 2.9950, loss: 2.9950, grad_norm: 1.4088 2020-07-18 07:56:17,815 - mmaction - INFO - Epoch [83][500/1253] lr: 2.302e-01, eta: 3 days, 0:49:52, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3576, top5_acc: 0.6083, loss_cls: 2.9323, loss: 2.9323, grad_norm: 1.4214 2020-07-18 07:56:39,171 - mmaction - INFO - Epoch [83][520/1253] lr: 2.302e-01, eta: 3 days, 0:49:10, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3495, top5_acc: 0.6000, loss_cls: 2.9902, loss: 2.9902, grad_norm: 1.4452 2020-07-18 07:57:00,398 - mmaction - INFO - Epoch [83][540/1253] lr: 2.302e-01, eta: 3 days, 0:48:27, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.3630, top5_acc: 0.6125, loss_cls: 2.8765, loss: 2.8765, grad_norm: 1.3879 2020-07-18 07:57:21,691 - mmaction - INFO - Epoch [83][560/1253] lr: 2.302e-01, eta: 3 days, 0:47:44, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.3568, top5_acc: 0.6198, loss_cls: 2.9112, loss: 2.9112, grad_norm: 1.4448 2020-07-18 07:57:43,190 - mmaction - INFO - Epoch [83][580/1253] lr: 2.302e-01, eta: 3 days, 0:47:03, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.3609, top5_acc: 0.6159, loss_cls: 2.8995, loss: 2.8995, grad_norm: 1.4734 2020-07-18 07:58:04,977 - mmaction - INFO - Epoch [83][600/1253] lr: 2.302e-01, eta: 3 days, 0:46:24, time: 1.090, data_time: 0.010, memory: 9059, top1_acc: 0.3570, top5_acc: 0.6180, loss_cls: 2.9415, loss: 2.9415, grad_norm: 1.4395 2020-07-18 07:58:26,356 - mmaction - INFO - Epoch [83][620/1253] lr: 2.302e-01, eta: 3 days, 0:45:42, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.3479, top5_acc: 0.6068, loss_cls: 2.9384, loss: 2.9384, grad_norm: 1.4496 2020-07-18 07:58:47,540 - mmaction - INFO - Epoch [83][640/1253] lr: 2.302e-01, eta: 3 days, 0:44:59, time: 1.058, data_time: 0.001, memory: 9059, top1_acc: 0.3604, top5_acc: 0.6096, loss_cls: 2.9456, loss: 2.9456, grad_norm: 1.4426 2020-07-18 07:59:08,839 - mmaction - INFO - Epoch [83][660/1253] lr: 2.302e-01, eta: 3 days, 0:44:16, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3536, top5_acc: 0.6083, loss_cls: 2.9524, loss: 2.9524, grad_norm: 1.4433 2020-07-18 07:59:30,127 - mmaction - INFO - Epoch [83][680/1253] lr: 2.302e-01, eta: 3 days, 0:43:34, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3432, top5_acc: 0.6042, loss_cls: 2.9856, loss: 2.9856, grad_norm: 1.4676 2020-07-18 07:59:51,338 - mmaction - INFO - Epoch [83][700/1253] lr: 2.302e-01, eta: 3 days, 0:42:51, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3492, top5_acc: 0.5982, loss_cls: 3.0068, loss: 3.0068, grad_norm: 1.4408 2020-07-18 08:00:22,388 - mmaction - INFO - Epoch [83][720/1253] lr: 2.302e-01, eta: 3 days, 0:43:11, time: 1.540, data_time: 0.002, memory: 9059, top1_acc: 0.3440, top5_acc: 0.5997, loss_cls: 2.9564, loss: 2.9564, grad_norm: 1.4433 2020-07-18 08:00:44,515 - mmaction - INFO - Epoch [83][740/1253] lr: 2.302e-01, eta: 3 days, 0:42:35, time: 1.119, data_time: 0.018, memory: 9059, top1_acc: 0.3391, top5_acc: 0.5914, loss_cls: 3.0814, loss: 3.0814, grad_norm: 1.4624 2020-07-18 08:01:05,973 - mmaction - INFO - Epoch [83][760/1253] lr: 2.302e-01, eta: 3 days, 0:41:54, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3474, top5_acc: 0.5961, loss_cls: 2.9859, loss: 2.9859, grad_norm: 1.4499 2020-07-18 08:01:27,604 - mmaction - INFO - Epoch [83][780/1253] lr: 2.302e-01, eta: 3 days, 0:41:14, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.3685, top5_acc: 0.6174, loss_cls: 2.8721, loss: 2.8721, grad_norm: 1.4413 2020-07-18 08:01:48,996 - mmaction - INFO - Epoch [83][800/1253] lr: 2.302e-01, eta: 3 days, 0:40:32, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.3417, top5_acc: 0.6018, loss_cls: 2.9662, loss: 2.9662, grad_norm: 1.4395 2020-07-18 08:02:10,713 - mmaction - INFO - Epoch [83][820/1253] lr: 2.302e-01, eta: 3 days, 0:39:53, time: 1.086, data_time: 0.008, memory: 9059, top1_acc: 0.3484, top5_acc: 0.6091, loss_cls: 2.9237, loss: 2.9237, grad_norm: 1.4530 2020-07-18 08:02:32,372 - mmaction - INFO - Epoch [83][840/1253] lr: 2.302e-01, eta: 3 days, 0:39:13, time: 1.083, data_time: 0.003, memory: 9059, top1_acc: 0.3406, top5_acc: 0.5995, loss_cls: 2.9799, loss: 2.9799, grad_norm: 1.4535 2020-07-18 08:02:53,849 - mmaction - INFO - Epoch [83][860/1253] lr: 2.302e-01, eta: 3 days, 0:38:31, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3516, top5_acc: 0.6000, loss_cls: 2.9696, loss: 2.9696, grad_norm: 1.4587 2020-07-18 08:03:15,187 - mmaction - INFO - Epoch [83][880/1253] lr: 2.302e-01, eta: 3 days, 0:37:50, time: 1.070, data_time: 0.005, memory: 9059, top1_acc: 0.3526, top5_acc: 0.5935, loss_cls: 3.0099, loss: 3.0099, grad_norm: 1.4180 2020-07-18 08:03:36,859 - mmaction - INFO - Epoch [83][900/1253] lr: 2.302e-01, eta: 3 days, 0:37:10, time: 1.084, data_time: 0.002, memory: 9059, top1_acc: 0.3427, top5_acc: 0.5958, loss_cls: 2.9833, loss: 2.9833, grad_norm: 1.4498 2020-07-18 08:03:58,317 - mmaction - INFO - Epoch [83][920/1253] lr: 2.302e-01, eta: 3 days, 0:36:29, time: 1.073, data_time: 0.001, memory: 9059, top1_acc: 0.3643, top5_acc: 0.6068, loss_cls: 2.8853, loss: 2.8853, grad_norm: 1.4273 2020-07-18 08:04:20,551 - mmaction - INFO - Epoch [83][940/1253] lr: 2.302e-01, eta: 3 days, 0:35:53, time: 1.111, data_time: 0.002, memory: 9059, top1_acc: 0.3503, top5_acc: 0.5964, loss_cls: 2.9977, loss: 2.9977, grad_norm: 1.4174 2020-07-18 08:04:42,248 - mmaction - INFO - Epoch [83][960/1253] lr: 2.302e-01, eta: 3 days, 0:35:14, time: 1.085, data_time: 0.002, memory: 9059, top1_acc: 0.3570, top5_acc: 0.6117, loss_cls: 2.9307, loss: 2.9307, grad_norm: 1.4011 2020-07-18 08:05:03,457 - mmaction - INFO - Epoch [83][980/1253] lr: 2.302e-01, eta: 3 days, 0:34:31, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3482, top5_acc: 0.6023, loss_cls: 2.9939, loss: 2.9939, grad_norm: 1.4196 2020-07-18 08:05:26,169 - mmaction - INFO - Epoch [83][1000/1253] lr: 2.302e-01, eta: 3 days, 0:33:58, time: 1.135, data_time: 0.001, memory: 9059, top1_acc: 0.3547, top5_acc: 0.5987, loss_cls: 2.9819, loss: 2.9819, grad_norm: 1.4457 2020-07-18 08:05:47,941 - mmaction - INFO - Epoch [83][1020/1253] lr: 2.302e-01, eta: 3 days, 0:33:19, time: 1.088, data_time: 0.002, memory: 9059, top1_acc: 0.3503, top5_acc: 0.6099, loss_cls: 2.9683, loss: 2.9683, grad_norm: 1.4256 2020-07-18 08:06:09,557 - mmaction - INFO - Epoch [83][1040/1253] lr: 2.302e-01, eta: 3 days, 0:32:39, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.3664, top5_acc: 0.6068, loss_cls: 2.9519, loss: 2.9519, grad_norm: 1.4235 2020-07-18 08:06:30,875 - mmaction - INFO - Epoch [83][1060/1253] lr: 2.302e-01, eta: 3 days, 0:31:57, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3513, top5_acc: 0.5987, loss_cls: 2.9362, loss: 2.9362, grad_norm: 1.4181 2020-07-18 08:06:52,198 - mmaction - INFO - Epoch [83][1080/1253] lr: 2.302e-01, eta: 3 days, 0:31:15, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3745, top5_acc: 0.6208, loss_cls: 2.8678, loss: 2.8678, grad_norm: 1.4144 2020-07-18 08:07:13,527 - mmaction - INFO - Epoch [83][1100/1253] lr: 2.302e-01, eta: 3 days, 0:30:34, time: 1.069, data_time: 0.004, memory: 9059, top1_acc: 0.3521, top5_acc: 0.6109, loss_cls: 2.9097, loss: 2.9097, grad_norm: 1.4360 2020-07-18 08:07:34,918 - mmaction - INFO - Epoch [83][1120/1253] lr: 2.302e-01, eta: 3 days, 0:29:53, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3529, top5_acc: 0.6117, loss_cls: 2.9553, loss: 2.9553, grad_norm: 1.4692 2020-07-18 08:07:56,525 - mmaction - INFO - Epoch [83][1140/1253] lr: 2.302e-01, eta: 3 days, 0:29:13, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.3516, top5_acc: 0.6021, loss_cls: 2.9219, loss: 2.9219, grad_norm: 1.4157 2020-07-18 08:08:17,985 - mmaction - INFO - Epoch [83][1160/1253] lr: 2.302e-01, eta: 3 days, 0:28:32, time: 1.074, data_time: 0.003, memory: 9059, top1_acc: 0.3477, top5_acc: 0.5982, loss_cls: 2.9712, loss: 2.9712, grad_norm: 1.4512 2020-07-18 08:08:39,324 - mmaction - INFO - Epoch [83][1180/1253] lr: 2.302e-01, eta: 3 days, 0:27:50, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3526, top5_acc: 0.6115, loss_cls: 2.9243, loss: 2.9243, grad_norm: 1.4068 2020-07-18 08:09:02,435 - mmaction - INFO - Epoch [83][1200/1253] lr: 2.302e-01, eta: 3 days, 0:27:20, time: 1.156, data_time: 0.002, memory: 9059, top1_acc: 0.3484, top5_acc: 0.6122, loss_cls: 2.9417, loss: 2.9417, grad_norm: 1.4319 2020-07-18 08:09:24,132 - mmaction - INFO - Epoch [83][1220/1253] lr: 2.302e-01, eta: 3 days, 0:26:41, time: 1.084, data_time: 0.002, memory: 9059, top1_acc: 0.3430, top5_acc: 0.6042, loss_cls: 2.9584, loss: 2.9584, grad_norm: 1.4622 2020-07-18 08:09:45,510 - mmaction - INFO - Epoch [83][1240/1253] lr: 2.302e-01, eta: 3 days, 0:26:00, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3521, top5_acc: 0.5953, loss_cls: 2.9690, loss: 2.9690, grad_norm: 1.4136 2020-07-18 08:13:29,040 - mmaction - INFO - Epoch [84][20/1253] lr: 2.287e-01, eta: 3 days, 0:42:27, time: 10.004, data_time: 8.738, memory: 9059, top1_acc: 0.3464, top5_acc: 0.5987, loss_cls: 2.9686, loss: 2.9686, grad_norm: 1.4416 2020-07-18 08:13:50,313 - mmaction - INFO - Epoch [84][40/1253] lr: 2.287e-01, eta: 3 days, 0:41:44, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3630, top5_acc: 0.6232, loss_cls: 2.8771, loss: 2.8771, grad_norm: 1.4289 2020-07-18 08:14:11,691 - mmaction - INFO - Epoch [84][60/1253] lr: 2.287e-01, eta: 3 days, 0:41:03, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.3643, top5_acc: 0.6292, loss_cls: 2.8592, loss: 2.8592, grad_norm: 1.4573 2020-07-18 08:14:33,315 - mmaction - INFO - Epoch [84][80/1253] lr: 2.287e-01, eta: 3 days, 0:40:22, time: 1.082, data_time: 0.002, memory: 9059, top1_acc: 0.3641, top5_acc: 0.6185, loss_cls: 2.9053, loss: 2.9053, grad_norm: 1.4290 2020-07-18 08:14:54,847 - mmaction - INFO - Epoch [84][100/1253] lr: 2.287e-01, eta: 3 days, 0:39:41, time: 1.076, data_time: 0.001, memory: 9059, top1_acc: 0.3547, top5_acc: 0.6099, loss_cls: 2.9389, loss: 2.9389, grad_norm: 1.4669 2020-07-18 08:15:16,087 - mmaction - INFO - Epoch [84][120/1253] lr: 2.287e-01, eta: 3 days, 0:38:59, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3620, top5_acc: 0.6138, loss_cls: 2.9033, loss: 2.9033, grad_norm: 1.4652 2020-07-18 08:15:37,700 - mmaction - INFO - Epoch [84][140/1253] lr: 2.287e-01, eta: 3 days, 0:38:18, time: 1.080, data_time: 0.003, memory: 9059, top1_acc: 0.3651, top5_acc: 0.6141, loss_cls: 2.9132, loss: 2.9132, grad_norm: 1.4408 2020-07-18 08:15:58,977 - mmaction - INFO - Epoch [84][160/1253] lr: 2.287e-01, eta: 3 days, 0:37:36, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.3680, top5_acc: 0.6154, loss_cls: 2.9225, loss: 2.9225, grad_norm: 1.4399 2020-07-18 08:16:20,097 - mmaction - INFO - Epoch [84][180/1253] lr: 2.287e-01, eta: 3 days, 0:36:53, time: 1.056, data_time: 0.003, memory: 9059, top1_acc: 0.3656, top5_acc: 0.6177, loss_cls: 2.8762, loss: 2.8762, grad_norm: 1.4419 2020-07-18 08:16:41,437 - mmaction - INFO - Epoch [84][200/1253] lr: 2.287e-01, eta: 3 days, 0:36:11, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3464, top5_acc: 0.5984, loss_cls: 2.9697, loss: 2.9697, grad_norm: 1.4638 2020-07-18 08:17:02,528 - mmaction - INFO - Epoch [84][220/1253] lr: 2.287e-01, eta: 3 days, 0:35:27, time: 1.054, data_time: 0.002, memory: 9059, top1_acc: 0.3503, top5_acc: 0.6122, loss_cls: 2.9734, loss: 2.9734, grad_norm: 1.4774 2020-07-18 08:17:23,953 - mmaction - INFO - Epoch [84][240/1253] lr: 2.287e-01, eta: 3 days, 0:34:46, time: 1.071, data_time: 0.003, memory: 9059, top1_acc: 0.3518, top5_acc: 0.6016, loss_cls: 2.9710, loss: 2.9710, grad_norm: 1.4460 2020-07-18 08:17:45,198 - mmaction - INFO - Epoch [84][260/1253] lr: 2.287e-01, eta: 3 days, 0:34:03, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.3487, top5_acc: 0.6122, loss_cls: 2.9056, loss: 2.9056, grad_norm: 1.4403 2020-07-18 08:18:06,989 - mmaction - INFO - Epoch [84][280/1253] lr: 2.287e-01, eta: 3 days, 0:33:24, time: 1.091, data_time: 0.003, memory: 9059, top1_acc: 0.3474, top5_acc: 0.6008, loss_cls: 2.9867, loss: 2.9867, grad_norm: 1.4298 2020-07-18 08:18:28,800 - mmaction - INFO - Epoch [84][300/1253] lr: 2.287e-01, eta: 3 days, 0:32:45, time: 1.090, data_time: 0.002, memory: 9059, top1_acc: 0.3529, top5_acc: 0.6099, loss_cls: 2.9268, loss: 2.9268, grad_norm: 1.4302 2020-07-18 08:18:50,417 - mmaction - INFO - Epoch [84][320/1253] lr: 2.287e-01, eta: 3 days, 0:32:05, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.3477, top5_acc: 0.6013, loss_cls: 2.9821, loss: 2.9821, grad_norm: 1.4438 2020-07-18 08:19:11,654 - mmaction - INFO - Epoch [84][340/1253] lr: 2.287e-01, eta: 3 days, 0:31:23, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3471, top5_acc: 0.5997, loss_cls: 3.0107, loss: 3.0107, grad_norm: 1.4534 2020-07-18 08:19:33,126 - mmaction - INFO - Epoch [84][360/1253] lr: 2.287e-01, eta: 3 days, 0:30:42, time: 1.075, data_time: 0.003, memory: 9059, top1_acc: 0.3643, top5_acc: 0.6237, loss_cls: 2.8653, loss: 2.8653, grad_norm: 1.4198 2020-07-18 08:19:54,578 - mmaction - INFO - Epoch [84][380/1253] lr: 2.287e-01, eta: 3 days, 0:30:01, time: 1.073, data_time: 0.001, memory: 9059, top1_acc: 0.3570, top5_acc: 0.6078, loss_cls: 2.9329, loss: 2.9329, grad_norm: 1.4046 2020-07-18 08:20:16,099 - mmaction - INFO - Epoch [84][400/1253] lr: 2.287e-01, eta: 3 days, 0:29:20, time: 1.074, data_time: 0.004, memory: 9059, top1_acc: 0.3703, top5_acc: 0.6190, loss_cls: 2.8579, loss: 2.8579, grad_norm: 1.4468 2020-07-18 08:20:37,269 - mmaction - INFO - Epoch [84][420/1253] lr: 2.287e-01, eta: 3 days, 0:28:38, time: 1.060, data_time: 0.003, memory: 9059, top1_acc: 0.3547, top5_acc: 0.6104, loss_cls: 2.9055, loss: 2.9055, grad_norm: 1.4679 2020-07-18 08:20:59,888 - mmaction - INFO - Epoch [84][440/1253] lr: 2.287e-01, eta: 3 days, 0:28:04, time: 1.130, data_time: 0.001, memory: 9059, top1_acc: 0.3531, top5_acc: 0.6070, loss_cls: 2.9625, loss: 2.9625, grad_norm: 1.4665 2020-07-18 08:21:21,156 - mmaction - INFO - Epoch [84][460/1253] lr: 2.287e-01, eta: 3 days, 0:27:22, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3578, top5_acc: 0.6125, loss_cls: 2.9536, loss: 2.9536, grad_norm: 1.4408 2020-07-18 08:21:42,583 - mmaction - INFO - Epoch [84][480/1253] lr: 2.287e-01, eta: 3 days, 0:26:41, time: 1.070, data_time: 0.001, memory: 9059, top1_acc: 0.3510, top5_acc: 0.5953, loss_cls: 2.9894, loss: 2.9894, grad_norm: 1.4537 2020-07-18 08:22:03,834 - mmaction - INFO - Epoch [84][500/1253] lr: 2.287e-01, eta: 3 days, 0:25:59, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3589, top5_acc: 0.6201, loss_cls: 2.9064, loss: 2.9064, grad_norm: 1.4009 2020-07-18 08:22:25,209 - mmaction - INFO - Epoch [84][520/1253] lr: 2.287e-01, eta: 3 days, 0:25:17, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.3581, top5_acc: 0.6096, loss_cls: 2.9391, loss: 2.9391, grad_norm: 1.4302 2020-07-18 08:22:46,484 - mmaction - INFO - Epoch [84][540/1253] lr: 2.287e-01, eta: 3 days, 0:24:35, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3419, top5_acc: 0.5951, loss_cls: 2.9809, loss: 2.9809, grad_norm: 1.4212 2020-07-18 08:23:07,711 - mmaction - INFO - Epoch [84][560/1253] lr: 2.287e-01, eta: 3 days, 0:23:53, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3523, top5_acc: 0.6076, loss_cls: 2.9319, loss: 2.9319, grad_norm: 1.4546 2020-07-18 08:23:29,310 - mmaction - INFO - Epoch [84][580/1253] lr: 2.287e-01, eta: 3 days, 0:23:13, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.3607, top5_acc: 0.6206, loss_cls: 2.8804, loss: 2.8804, grad_norm: 1.4059 2020-07-18 08:23:51,254 - mmaction - INFO - Epoch [84][600/1253] lr: 2.287e-01, eta: 3 days, 0:22:36, time: 1.098, data_time: 0.003, memory: 9059, top1_acc: 0.3625, top5_acc: 0.6164, loss_cls: 2.8882, loss: 2.8882, grad_norm: 1.4462 2020-07-18 08:24:12,631 - mmaction - INFO - Epoch [84][620/1253] lr: 2.287e-01, eta: 3 days, 0:21:54, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3615, top5_acc: 0.6154, loss_cls: 2.8899, loss: 2.8899, grad_norm: 1.4126 2020-07-18 08:24:33,930 - mmaction - INFO - Epoch [84][640/1253] lr: 2.287e-01, eta: 3 days, 0:21:13, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3581, top5_acc: 0.6164, loss_cls: 2.8972, loss: 2.8972, grad_norm: 1.4437 2020-07-18 08:24:55,344 - mmaction - INFO - Epoch [84][660/1253] lr: 2.287e-01, eta: 3 days, 0:20:32, time: 1.070, data_time: 0.001, memory: 9059, top1_acc: 0.3492, top5_acc: 0.6120, loss_cls: 2.9540, loss: 2.9540, grad_norm: 1.4627 2020-07-18 08:25:16,615 - mmaction - INFO - Epoch [84][680/1253] lr: 2.287e-01, eta: 3 days, 0:19:50, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.3555, top5_acc: 0.6125, loss_cls: 2.9142, loss: 2.9142, grad_norm: 1.4347 2020-07-18 08:25:37,884 - mmaction - INFO - Epoch [84][700/1253] lr: 2.287e-01, eta: 3 days, 0:19:08, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3630, top5_acc: 0.6112, loss_cls: 2.9079, loss: 2.9079, grad_norm: 1.4236 2020-07-18 08:25:59,984 - mmaction - INFO - Epoch [84][720/1253] lr: 2.287e-01, eta: 3 days, 0:18:31, time: 1.104, data_time: 0.002, memory: 9059, top1_acc: 0.3542, top5_acc: 0.6169, loss_cls: 2.9123, loss: 2.9123, grad_norm: 1.4465 2020-07-18 08:26:21,222 - mmaction - INFO - Epoch [84][740/1253] lr: 2.287e-01, eta: 3 days, 0:17:49, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.3680, top5_acc: 0.6081, loss_cls: 2.9020, loss: 2.9020, grad_norm: 1.4117 2020-07-18 08:26:42,707 - mmaction - INFO - Epoch [84][760/1253] lr: 2.287e-01, eta: 3 days, 0:17:09, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.3617, top5_acc: 0.6148, loss_cls: 2.9030, loss: 2.9030, grad_norm: 1.4355 2020-07-18 08:27:04,070 - mmaction - INFO - Epoch [84][780/1253] lr: 2.287e-01, eta: 3 days, 0:16:28, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.3563, top5_acc: 0.6068, loss_cls: 2.9423, loss: 2.9423, grad_norm: 1.4746 2020-07-18 08:27:25,433 - mmaction - INFO - Epoch [84][800/1253] lr: 2.287e-01, eta: 3 days, 0:15:47, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3542, top5_acc: 0.6229, loss_cls: 2.9177, loss: 2.9177, grad_norm: 1.4412 2020-07-18 08:27:46,881 - mmaction - INFO - Epoch [84][820/1253] lr: 2.287e-01, eta: 3 days, 0:15:06, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3719, top5_acc: 0.6122, loss_cls: 2.9282, loss: 2.9282, grad_norm: 1.4516 2020-07-18 08:28:08,063 - mmaction - INFO - Epoch [84][840/1253] lr: 2.287e-01, eta: 3 days, 0:14:24, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3448, top5_acc: 0.5880, loss_cls: 3.0200, loss: 3.0200, grad_norm: 1.4580 2020-07-18 08:28:29,623 - mmaction - INFO - Epoch [84][860/1253] lr: 2.287e-01, eta: 3 days, 0:13:44, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3591, top5_acc: 0.6044, loss_cls: 2.9152, loss: 2.9152, grad_norm: 1.4308 2020-07-18 08:28:51,229 - mmaction - INFO - Epoch [84][880/1253] lr: 2.287e-01, eta: 3 days, 0:13:05, time: 1.085, data_time: 0.007, memory: 9059, top1_acc: 0.3526, top5_acc: 0.5992, loss_cls: 2.9581, loss: 2.9581, grad_norm: 1.4339 2020-07-18 08:29:12,718 - mmaction - INFO - Epoch [84][900/1253] lr: 2.287e-01, eta: 3 days, 0:12:24, time: 1.074, data_time: 0.005, memory: 9059, top1_acc: 0.3560, top5_acc: 0.6026, loss_cls: 2.9549, loss: 2.9549, grad_norm: 1.4386 2020-07-18 08:29:34,148 - mmaction - INFO - Epoch [84][920/1253] lr: 2.287e-01, eta: 3 days, 0:11:44, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3484, top5_acc: 0.6193, loss_cls: 2.9561, loss: 2.9561, grad_norm: 1.4660 2020-07-18 08:29:55,474 - mmaction - INFO - Epoch [84][940/1253] lr: 2.287e-01, eta: 3 days, 0:11:03, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3451, top5_acc: 0.6081, loss_cls: 2.9576, loss: 2.9576, grad_norm: 1.4445 2020-07-18 08:30:17,636 - mmaction - INFO - Epoch [84][960/1253] lr: 2.287e-01, eta: 3 days, 0:10:27, time: 1.108, data_time: 0.002, memory: 9059, top1_acc: 0.3659, top5_acc: 0.6031, loss_cls: 2.9433, loss: 2.9433, grad_norm: 1.4090 2020-07-18 08:30:38,974 - mmaction - INFO - Epoch [84][980/1253] lr: 2.287e-01, eta: 3 days, 0:09:46, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3594, top5_acc: 0.6034, loss_cls: 2.9479, loss: 2.9479, grad_norm: 1.4450 2020-07-18 08:31:00,257 - mmaction - INFO - Epoch [84][1000/1253] lr: 2.287e-01, eta: 3 days, 0:09:04, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3596, top5_acc: 0.6083, loss_cls: 2.9276, loss: 2.9276, grad_norm: 1.4194 2020-07-18 08:31:21,603 - mmaction - INFO - Epoch [84][1020/1253] lr: 2.287e-01, eta: 3 days, 0:08:23, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.3445, top5_acc: 0.5958, loss_cls: 2.9619, loss: 2.9619, grad_norm: 1.4267 2020-07-18 08:31:42,888 - mmaction - INFO - Epoch [84][1040/1253] lr: 2.287e-01, eta: 3 days, 0:07:42, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3513, top5_acc: 0.6099, loss_cls: 2.9423, loss: 2.9423, grad_norm: 1.4536 2020-07-18 08:32:04,130 - mmaction - INFO - Epoch [84][1060/1253] lr: 2.287e-01, eta: 3 days, 0:07:00, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3464, top5_acc: 0.6021, loss_cls: 2.9550, loss: 2.9550, grad_norm: 1.4443 2020-07-18 08:32:25,399 - mmaction - INFO - Epoch [84][1080/1253] lr: 2.287e-01, eta: 3 days, 0:06:19, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3667, top5_acc: 0.6161, loss_cls: 2.8609, loss: 2.8609, grad_norm: 1.4424 2020-07-18 08:32:46,590 - mmaction - INFO - Epoch [84][1100/1253] lr: 2.287e-01, eta: 3 days, 0:05:37, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3630, top5_acc: 0.6302, loss_cls: 2.8690, loss: 2.8690, grad_norm: 1.4249 2020-07-18 08:33:08,262 - mmaction - INFO - Epoch [84][1120/1253] lr: 2.287e-01, eta: 3 days, 0:04:58, time: 1.083, data_time: 0.002, memory: 9059, top1_acc: 0.3661, top5_acc: 0.6120, loss_cls: 2.8821, loss: 2.8821, grad_norm: 1.4086 2020-07-18 08:33:29,495 - mmaction - INFO - Epoch [84][1140/1253] lr: 2.287e-01, eta: 3 days, 0:04:17, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3417, top5_acc: 0.5966, loss_cls: 2.9979, loss: 2.9979, grad_norm: 1.4594 2020-07-18 08:33:50,785 - mmaction - INFO - Epoch [84][1160/1253] lr: 2.287e-01, eta: 3 days, 0:03:36, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3521, top5_acc: 0.5924, loss_cls: 2.9835, loss: 2.9835, grad_norm: 1.4277 2020-07-18 08:34:12,324 - mmaction - INFO - Epoch [84][1180/1253] lr: 2.287e-01, eta: 3 days, 0:02:56, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.3568, top5_acc: 0.6214, loss_cls: 2.9140, loss: 2.9140, grad_norm: 1.4307 2020-07-18 08:34:33,609 - mmaction - INFO - Epoch [84][1200/1253] lr: 2.287e-01, eta: 3 days, 0:02:15, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3440, top5_acc: 0.5917, loss_cls: 3.0065, loss: 3.0065, grad_norm: 1.4521 2020-07-18 08:34:54,811 - mmaction - INFO - Epoch [84][1220/1253] lr: 2.287e-01, eta: 3 days, 0:01:33, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3568, top5_acc: 0.6070, loss_cls: 2.9633, loss: 2.9633, grad_norm: 1.4035 2020-07-18 08:35:16,129 - mmaction - INFO - Epoch [84][1240/1253] lr: 2.287e-01, eta: 3 days, 0:00:52, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3563, top5_acc: 0.6013, loss_cls: 2.9387, loss: 2.9387, grad_norm: 1.4532 2020-07-18 08:35:36,112 - mmaction - INFO - Saving checkpoint at 84 epochs 2020-07-18 08:38:44,043 - mmaction - INFO - Epoch [85][20/1253] lr: 2.271e-01, eta: 3 days, 0:15:12, time: 9.309, data_time: 8.128, memory: 9059, top1_acc: 0.3651, top5_acc: 0.6289, loss_cls: 2.8519, loss: 2.8519, grad_norm: 1.4603 2020-07-18 08:39:05,740 - mmaction - INFO - Epoch [85][40/1253] lr: 2.271e-01, eta: 3 days, 0:14:33, time: 1.083, data_time: 0.002, memory: 9059, top1_acc: 0.3656, top5_acc: 0.6159, loss_cls: 2.8841, loss: 2.8841, grad_norm: 1.4497 2020-07-18 08:39:27,109 - mmaction - INFO - Epoch [85][60/1253] lr: 2.271e-01, eta: 3 days, 0:13:52, time: 1.070, data_time: 0.004, memory: 9059, top1_acc: 0.3443, top5_acc: 0.6029, loss_cls: 2.9613, loss: 2.9613, grad_norm: 1.4819 2020-07-18 08:39:48,664 - mmaction - INFO - Epoch [85][80/1253] lr: 2.271e-01, eta: 3 days, 0:13:12, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.3552, top5_acc: 0.6060, loss_cls: 2.9151, loss: 2.9151, grad_norm: 1.4304 2020-07-18 08:40:09,909 - mmaction - INFO - Epoch [85][100/1253] lr: 2.271e-01, eta: 3 days, 0:12:30, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3693, top5_acc: 0.6193, loss_cls: 2.8734, loss: 2.8734, grad_norm: 1.4662 2020-07-18 08:40:32,958 - mmaction - INFO - Epoch [85][120/1253] lr: 2.271e-01, eta: 3 days, 0:11:59, time: 1.152, data_time: 0.002, memory: 9059, top1_acc: 0.3513, top5_acc: 0.6159, loss_cls: 2.9469, loss: 2.9469, grad_norm: 1.4683 2020-07-18 08:40:54,252 - mmaction - INFO - Epoch [85][140/1253] lr: 2.271e-01, eta: 3 days, 0:11:18, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.3648, top5_acc: 0.6023, loss_cls: 2.9282, loss: 2.9282, grad_norm: 1.4503 2020-07-18 08:41:15,498 - mmaction - INFO - Epoch [85][160/1253] lr: 2.271e-01, eta: 3 days, 0:10:36, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.3638, top5_acc: 0.6115, loss_cls: 2.9029, loss: 2.9029, grad_norm: 1.4378 2020-07-18 08:41:36,730 - mmaction - INFO - Epoch [85][180/1253] lr: 2.271e-01, eta: 3 days, 0:09:54, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3536, top5_acc: 0.6057, loss_cls: 2.9467, loss: 2.9467, grad_norm: 1.4458 2020-07-18 08:41:58,045 - mmaction - INFO - Epoch [85][200/1253] lr: 2.271e-01, eta: 3 days, 0:09:13, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.3615, top5_acc: 0.6052, loss_cls: 2.9116, loss: 2.9116, grad_norm: 1.4748 2020-07-18 08:42:20,255 - mmaction - INFO - Epoch [85][220/1253] lr: 2.271e-01, eta: 3 days, 0:08:37, time: 1.111, data_time: 0.002, memory: 9059, top1_acc: 0.3510, top5_acc: 0.6096, loss_cls: 2.9350, loss: 2.9350, grad_norm: 1.4749 2020-07-18 08:42:42,066 - mmaction - INFO - Epoch [85][240/1253] lr: 2.271e-01, eta: 3 days, 0:07:58, time: 1.090, data_time: 0.002, memory: 9059, top1_acc: 0.3406, top5_acc: 0.6063, loss_cls: 2.9626, loss: 2.9626, grad_norm: 1.4543 2020-07-18 08:43:03,199 - mmaction - INFO - Epoch [85][260/1253] lr: 2.271e-01, eta: 3 days, 0:07:16, time: 1.058, data_time: 0.003, memory: 9059, top1_acc: 0.3557, top5_acc: 0.6120, loss_cls: 2.9171, loss: 2.9171, grad_norm: 1.4691 2020-07-18 08:43:24,715 - mmaction - INFO - Epoch [85][280/1253] lr: 2.271e-01, eta: 3 days, 0:06:36, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.3581, top5_acc: 0.6128, loss_cls: 2.9255, loss: 2.9255, grad_norm: 1.4443 2020-07-18 08:43:46,061 - mmaction - INFO - Epoch [85][300/1253] lr: 2.271e-01, eta: 3 days, 0:05:55, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3617, top5_acc: 0.6172, loss_cls: 2.8930, loss: 2.8930, grad_norm: 1.4286 2020-07-18 08:44:07,367 - mmaction - INFO - Epoch [85][320/1253] lr: 2.271e-01, eta: 3 days, 0:05:14, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3453, top5_acc: 0.5961, loss_cls: 3.0196, loss: 3.0196, grad_norm: 1.4476 2020-07-18 08:44:28,758 - mmaction - INFO - Epoch [85][340/1253] lr: 2.271e-01, eta: 3 days, 0:04:33, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.3471, top5_acc: 0.6042, loss_cls: 2.9597, loss: 2.9597, grad_norm: 1.4351 2020-07-18 08:44:50,105 - mmaction - INFO - Epoch [85][360/1253] lr: 2.271e-01, eta: 3 days, 0:03:52, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3646, top5_acc: 0.6117, loss_cls: 2.8906, loss: 2.8906, grad_norm: 1.4698 2020-07-18 08:45:11,456 - mmaction - INFO - Epoch [85][380/1253] lr: 2.271e-01, eta: 3 days, 0:03:11, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3521, top5_acc: 0.6096, loss_cls: 2.9438, loss: 2.9438, grad_norm: 1.4365 2020-07-18 08:45:32,811 - mmaction - INFO - Epoch [85][400/1253] lr: 2.271e-01, eta: 3 days, 0:02:31, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3469, top5_acc: 0.6094, loss_cls: 2.9580, loss: 2.9580, grad_norm: 1.4465 2020-07-18 08:45:53,934 - mmaction - INFO - Epoch [85][420/1253] lr: 2.271e-01, eta: 3 days, 0:01:48, time: 1.054, data_time: 0.001, memory: 9059, top1_acc: 0.3521, top5_acc: 0.6203, loss_cls: 2.9174, loss: 2.9174, grad_norm: 1.4544 2020-07-18 08:46:15,246 - mmaction - INFO - Epoch [85][440/1253] lr: 2.271e-01, eta: 3 days, 0:01:07, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.3677, top5_acc: 0.6120, loss_cls: 2.9329, loss: 2.9329, grad_norm: 1.4387 2020-07-18 08:46:36,629 - mmaction - INFO - Epoch [85][460/1253] lr: 2.271e-01, eta: 3 days, 0:00:27, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3448, top5_acc: 0.6073, loss_cls: 2.9510, loss: 2.9510, grad_norm: 1.4684 2020-07-18 08:46:58,024 - mmaction - INFO - Epoch [85][480/1253] lr: 2.271e-01, eta: 2 days, 23:59:46, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3547, top5_acc: 0.6018, loss_cls: 2.9573, loss: 2.9573, grad_norm: 1.4125 2020-07-18 08:47:19,470 - mmaction - INFO - Epoch [85][500/1253] lr: 2.271e-01, eta: 2 days, 23:59:06, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3576, top5_acc: 0.5987, loss_cls: 2.9508, loss: 2.9508, grad_norm: 1.4033 2020-07-18 08:47:40,732 - mmaction - INFO - Epoch [85][520/1253] lr: 2.271e-01, eta: 2 days, 23:58:25, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3589, top5_acc: 0.6107, loss_cls: 2.9286, loss: 2.9286, grad_norm: 1.4293 2020-07-18 08:48:01,896 - mmaction - INFO - Epoch [85][540/1253] lr: 2.271e-01, eta: 2 days, 23:57:43, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3453, top5_acc: 0.6146, loss_cls: 2.9145, loss: 2.9145, grad_norm: 1.4642 2020-07-18 08:48:23,262 - mmaction - INFO - Epoch [85][560/1253] lr: 2.271e-01, eta: 2 days, 23:57:02, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3643, top5_acc: 0.6057, loss_cls: 2.9351, loss: 2.9351, grad_norm: 1.4281 2020-07-18 08:48:44,508 - mmaction - INFO - Epoch [85][580/1253] lr: 2.271e-01, eta: 2 days, 23:56:21, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3518, top5_acc: 0.6049, loss_cls: 2.9489, loss: 2.9489, grad_norm: 1.4269 2020-07-18 08:49:07,148 - mmaction - INFO - Epoch [85][600/1253] lr: 2.271e-01, eta: 2 days, 23:55:48, time: 1.131, data_time: 0.002, memory: 9059, top1_acc: 0.3664, top5_acc: 0.6078, loss_cls: 2.8921, loss: 2.8921, grad_norm: 1.4503 2020-07-18 08:49:28,518 - mmaction - INFO - Epoch [85][620/1253] lr: 2.271e-01, eta: 2 days, 23:55:08, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3560, top5_acc: 0.6107, loss_cls: 2.9322, loss: 2.9322, grad_norm: 1.4650 2020-07-18 08:49:50,047 - mmaction - INFO - Epoch [85][640/1253] lr: 2.271e-01, eta: 2 days, 23:54:28, time: 1.075, data_time: 0.001, memory: 9059, top1_acc: 0.3617, top5_acc: 0.6065, loss_cls: 2.8885, loss: 2.8885, grad_norm: 1.4794 2020-07-18 08:50:11,261 - mmaction - INFO - Epoch [85][660/1253] lr: 2.271e-01, eta: 2 days, 23:53:47, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3685, top5_acc: 0.6185, loss_cls: 2.8500, loss: 2.8500, grad_norm: 1.4449 2020-07-18 08:50:32,537 - mmaction - INFO - Epoch [85][680/1253] lr: 2.271e-01, eta: 2 days, 23:53:06, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3560, top5_acc: 0.6010, loss_cls: 2.9676, loss: 2.9676, grad_norm: 1.4352 2020-07-18 08:50:53,907 - mmaction - INFO - Epoch [85][700/1253] lr: 2.271e-01, eta: 2 days, 23:52:25, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3547, top5_acc: 0.6091, loss_cls: 2.9282, loss: 2.9282, grad_norm: 1.4547 2020-07-18 08:51:15,192 - mmaction - INFO - Epoch [85][720/1253] lr: 2.271e-01, eta: 2 days, 23:51:44, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3563, top5_acc: 0.5990, loss_cls: 2.9479, loss: 2.9479, grad_norm: 1.4253 2020-07-18 08:51:37,236 - mmaction - INFO - Epoch [85][740/1253] lr: 2.271e-01, eta: 2 days, 23:51:08, time: 1.102, data_time: 0.009, memory: 9059, top1_acc: 0.3604, top5_acc: 0.6164, loss_cls: 2.9075, loss: 2.9075, grad_norm: 1.4423 2020-07-18 08:51:58,634 - mmaction - INFO - Epoch [85][760/1253] lr: 2.271e-01, eta: 2 days, 23:50:28, time: 1.071, data_time: 0.003, memory: 9059, top1_acc: 0.3568, top5_acc: 0.6133, loss_cls: 2.8985, loss: 2.8985, grad_norm: 1.4456 2020-07-18 08:52:19,986 - mmaction - INFO - Epoch [85][780/1253] lr: 2.271e-01, eta: 2 days, 23:49:47, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3471, top5_acc: 0.5919, loss_cls: 2.9891, loss: 2.9891, grad_norm: 1.4582 2020-07-18 08:52:41,268 - mmaction - INFO - Epoch [85][800/1253] lr: 2.271e-01, eta: 2 days, 23:49:06, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.3615, top5_acc: 0.6146, loss_cls: 2.8865, loss: 2.8865, grad_norm: 1.4159 2020-07-18 08:53:02,663 - mmaction - INFO - Epoch [85][820/1253] lr: 2.271e-01, eta: 2 days, 23:48:26, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.3448, top5_acc: 0.6060, loss_cls: 2.9370, loss: 2.9370, grad_norm: 1.4525 2020-07-18 08:53:24,216 - mmaction - INFO - Epoch [85][840/1253] lr: 2.271e-01, eta: 2 days, 23:47:47, time: 1.077, data_time: 0.001, memory: 9059, top1_acc: 0.3651, top5_acc: 0.6115, loss_cls: 2.9108, loss: 2.9108, grad_norm: 1.4588 2020-07-18 08:53:45,940 - mmaction - INFO - Epoch [85][860/1253] lr: 2.271e-01, eta: 2 days, 23:47:09, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.3604, top5_acc: 0.6182, loss_cls: 2.9045, loss: 2.9045, grad_norm: 1.4557 2020-07-18 08:54:07,358 - mmaction - INFO - Epoch [85][880/1253] lr: 2.271e-01, eta: 2 days, 23:46:29, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3388, top5_acc: 0.6008, loss_cls: 2.9636, loss: 2.9636, grad_norm: 1.4651 2020-07-18 08:54:28,816 - mmaction - INFO - Epoch [85][900/1253] lr: 2.271e-01, eta: 2 days, 23:45:49, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3607, top5_acc: 0.6068, loss_cls: 2.9318, loss: 2.9318, grad_norm: 1.4438 2020-07-18 08:54:50,203 - mmaction - INFO - Epoch [85][920/1253] lr: 2.271e-01, eta: 2 days, 23:45:09, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3641, top5_acc: 0.6146, loss_cls: 2.9204, loss: 2.9204, grad_norm: 1.4499 2020-07-18 08:55:11,726 - mmaction - INFO - Epoch [85][940/1253] lr: 2.271e-01, eta: 2 days, 23:44:30, time: 1.077, data_time: 0.003, memory: 9059, top1_acc: 0.3531, top5_acc: 0.6237, loss_cls: 2.9050, loss: 2.9050, grad_norm: 1.4369 2020-07-18 08:55:33,070 - mmaction - INFO - Epoch [85][960/1253] lr: 2.271e-01, eta: 2 days, 23:43:50, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3581, top5_acc: 0.6010, loss_cls: 2.9586, loss: 2.9586, grad_norm: 1.4408 2020-07-18 08:55:54,411 - mmaction - INFO - Epoch [85][980/1253] lr: 2.271e-01, eta: 2 days, 23:43:09, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.3586, top5_acc: 0.5977, loss_cls: 2.9391, loss: 2.9391, grad_norm: 1.4478 2020-07-18 08:56:15,733 - mmaction - INFO - Epoch [85][1000/1253] lr: 2.271e-01, eta: 2 days, 23:42:29, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3505, top5_acc: 0.6060, loss_cls: 2.9479, loss: 2.9479, grad_norm: 1.4223 2020-07-18 08:56:37,180 - mmaction - INFO - Epoch [85][1020/1253] lr: 2.271e-01, eta: 2 days, 23:41:49, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3638, top5_acc: 0.6141, loss_cls: 2.8945, loss: 2.8945, grad_norm: 1.4527 2020-07-18 08:56:58,426 - mmaction - INFO - Epoch [85][1040/1253] lr: 2.271e-01, eta: 2 days, 23:41:08, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3510, top5_acc: 0.5984, loss_cls: 2.9596, loss: 2.9596, grad_norm: 1.4324 2020-07-18 08:57:19,767 - mmaction - INFO - Epoch [85][1060/1253] lr: 2.271e-01, eta: 2 days, 23:40:28, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3427, top5_acc: 0.6003, loss_cls: 2.9919, loss: 2.9919, grad_norm: 1.4884 2020-07-18 08:57:40,902 - mmaction - INFO - Epoch [85][1080/1253] lr: 2.271e-01, eta: 2 days, 23:39:47, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.3589, top5_acc: 0.6151, loss_cls: 2.8717, loss: 2.8717, grad_norm: 1.4361 2020-07-18 08:58:02,153 - mmaction - INFO - Epoch [85][1100/1253] lr: 2.271e-01, eta: 2 days, 23:39:06, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.3557, top5_acc: 0.6034, loss_cls: 2.9773, loss: 2.9773, grad_norm: 1.4423 2020-07-18 08:58:23,422 - mmaction - INFO - Epoch [85][1120/1253] lr: 2.271e-01, eta: 2 days, 23:38:25, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3714, top5_acc: 0.6276, loss_cls: 2.8731, loss: 2.8731, grad_norm: 1.4357 2020-07-18 08:58:44,871 - mmaction - INFO - Epoch [85][1140/1253] lr: 2.271e-01, eta: 2 days, 23:37:46, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3589, top5_acc: 0.6042, loss_cls: 2.9444, loss: 2.9444, grad_norm: 1.4158 2020-07-18 08:59:08,108 - mmaction - INFO - Epoch [85][1160/1253] lr: 2.271e-01, eta: 2 days, 23:37:16, time: 1.157, data_time: 0.014, memory: 9059, top1_acc: 0.3534, top5_acc: 0.6081, loss_cls: 2.9153, loss: 2.9153, grad_norm: 1.4161 2020-07-18 08:59:30,240 - mmaction - INFO - Epoch [85][1180/1253] lr: 2.271e-01, eta: 2 days, 23:36:41, time: 1.111, data_time: 0.023, memory: 9059, top1_acc: 0.3508, top5_acc: 0.6076, loss_cls: 2.9424, loss: 2.9424, grad_norm: 1.4327 2020-07-18 08:59:52,436 - mmaction - INFO - Epoch [85][1200/1253] lr: 2.271e-01, eta: 2 days, 23:36:07, time: 1.111, data_time: 0.014, memory: 9059, top1_acc: 0.3599, top5_acc: 0.6161, loss_cls: 2.9233, loss: 2.9233, grad_norm: 1.4587 2020-07-18 09:00:23,469 - mmaction - INFO - Epoch [85][1220/1253] lr: 2.271e-01, eta: 2 days, 23:36:23, time: 1.546, data_time: 0.007, memory: 9059, top1_acc: 0.3536, top5_acc: 0.5964, loss_cls: 2.9563, loss: 2.9563, grad_norm: 1.4324 2020-07-18 09:00:45,445 - mmaction - INFO - Epoch [85][1240/1253] lr: 2.271e-01, eta: 2 days, 23:35:47, time: 1.104, data_time: 0.038, memory: 9059, top1_acc: 0.3500, top5_acc: 0.6008, loss_cls: 2.9760, loss: 2.9760, grad_norm: 1.4214 2020-07-18 09:04:44,500 - mmaction - INFO - Epoch [86][20/1253] lr: 2.255e-01, eta: 2 days, 23:52:22, time: 10.761, data_time: 9.569, memory: 9059, top1_acc: 0.3638, top5_acc: 0.6201, loss_cls: 2.8668, loss: 2.8668, grad_norm: 1.4598 2020-07-18 09:05:05,714 - mmaction - INFO - Epoch [86][40/1253] lr: 2.255e-01, eta: 2 days, 23:51:40, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3607, top5_acc: 0.6292, loss_cls: 2.8540, loss: 2.8540, grad_norm: 1.4546 2020-07-18 09:05:26,934 - mmaction - INFO - Epoch [86][60/1253] lr: 2.255e-01, eta: 2 days, 23:50:59, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.3701, top5_acc: 0.6164, loss_cls: 2.8782, loss: 2.8782, grad_norm: 1.4908 2020-07-18 09:05:48,523 - mmaction - INFO - Epoch [86][80/1253] lr: 2.255e-01, eta: 2 days, 23:50:19, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.3620, top5_acc: 0.6112, loss_cls: 2.8934, loss: 2.8934, grad_norm: 1.4495 2020-07-18 09:06:10,016 - mmaction - INFO - Epoch [86][100/1253] lr: 2.255e-01, eta: 2 days, 23:49:40, time: 1.076, data_time: 0.005, memory: 9059, top1_acc: 0.3612, top5_acc: 0.6104, loss_cls: 2.9202, loss: 2.9202, grad_norm: 1.4188 2020-07-18 09:06:31,326 - mmaction - INFO - Epoch [86][120/1253] lr: 2.255e-01, eta: 2 days, 23:48:59, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.3654, top5_acc: 0.6091, loss_cls: 2.8880, loss: 2.8880, grad_norm: 1.4320 2020-07-18 09:06:52,522 - mmaction - INFO - Epoch [86][140/1253] lr: 2.255e-01, eta: 2 days, 23:48:18, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3505, top5_acc: 0.6063, loss_cls: 2.9567, loss: 2.9567, grad_norm: 1.4705 2020-07-18 09:07:13,819 - mmaction - INFO - Epoch [86][160/1253] lr: 2.255e-01, eta: 2 days, 23:47:37, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3625, top5_acc: 0.6167, loss_cls: 2.9033, loss: 2.9033, grad_norm: 1.4098 2020-07-18 09:07:35,352 - mmaction - INFO - Epoch [86][180/1253] lr: 2.255e-01, eta: 2 days, 23:46:57, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.3703, top5_acc: 0.6133, loss_cls: 2.8954, loss: 2.8954, grad_norm: 1.4377 2020-07-18 09:07:56,981 - mmaction - INFO - Epoch [86][200/1253] lr: 2.255e-01, eta: 2 days, 23:46:19, time: 1.081, data_time: 0.001, memory: 9059, top1_acc: 0.3672, top5_acc: 0.6219, loss_cls: 2.8762, loss: 2.8762, grad_norm: 1.4581 2020-07-18 09:08:18,281 - mmaction - INFO - Epoch [86][220/1253] lr: 2.255e-01, eta: 2 days, 23:45:38, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.3740, top5_acc: 0.6224, loss_cls: 2.8638, loss: 2.8638, grad_norm: 1.4437 2020-07-18 09:08:39,552 - mmaction - INFO - Epoch [86][240/1253] lr: 2.255e-01, eta: 2 days, 23:44:57, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3563, top5_acc: 0.6057, loss_cls: 2.9270, loss: 2.9270, grad_norm: 1.4677 2020-07-18 09:09:01,252 - mmaction - INFO - Epoch [86][260/1253] lr: 2.255e-01, eta: 2 days, 23:44:18, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.3563, top5_acc: 0.6029, loss_cls: 2.9798, loss: 2.9798, grad_norm: 1.4269 2020-07-18 09:09:22,895 - mmaction - INFO - Epoch [86][280/1253] lr: 2.255e-01, eta: 2 days, 23:43:40, time: 1.082, data_time: 0.002, memory: 9059, top1_acc: 0.3591, top5_acc: 0.6198, loss_cls: 2.8700, loss: 2.8700, grad_norm: 1.4340 2020-07-18 09:09:44,268 - mmaction - INFO - Epoch [86][300/1253] lr: 2.255e-01, eta: 2 days, 23:42:59, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3534, top5_acc: 0.6104, loss_cls: 2.9394, loss: 2.9394, grad_norm: 1.4705 2020-07-18 09:10:05,818 - mmaction - INFO - Epoch [86][320/1253] lr: 2.255e-01, eta: 2 days, 23:42:20, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.3552, top5_acc: 0.6117, loss_cls: 2.9485, loss: 2.9485, grad_norm: 1.4353 2020-07-18 09:10:27,308 - mmaction - INFO - Epoch [86][340/1253] lr: 2.255e-01, eta: 2 days, 23:41:41, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.3641, top5_acc: 0.6117, loss_cls: 2.9073, loss: 2.9073, grad_norm: 1.4600 2020-07-18 09:10:48,451 - mmaction - INFO - Epoch [86][360/1253] lr: 2.255e-01, eta: 2 days, 23:40:59, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.3490, top5_acc: 0.5977, loss_cls: 2.9434, loss: 2.9434, grad_norm: 1.4503 2020-07-18 09:11:09,595 - mmaction - INFO - Epoch [86][380/1253] lr: 2.255e-01, eta: 2 days, 23:40:18, time: 1.058, data_time: 0.003, memory: 9059, top1_acc: 0.3568, top5_acc: 0.6073, loss_cls: 2.9146, loss: 2.9146, grad_norm: 1.4431 2020-07-18 09:11:30,893 - mmaction - INFO - Epoch [86][400/1253] lr: 2.255e-01, eta: 2 days, 23:39:37, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.3555, top5_acc: 0.6089, loss_cls: 2.9322, loss: 2.9322, grad_norm: 1.4925 2020-07-18 09:11:51,974 - mmaction - INFO - Epoch [86][420/1253] lr: 2.255e-01, eta: 2 days, 23:38:55, time: 1.054, data_time: 0.002, memory: 9059, top1_acc: 0.3688, top5_acc: 0.6253, loss_cls: 2.8377, loss: 2.8377, grad_norm: 1.4403 2020-07-18 09:12:13,841 - mmaction - INFO - Epoch [86][440/1253] lr: 2.255e-01, eta: 2 days, 23:38:18, time: 1.092, data_time: 0.002, memory: 9059, top1_acc: 0.3586, top5_acc: 0.6180, loss_cls: 2.9231, loss: 2.9231, grad_norm: 1.4549 2020-07-18 09:12:35,124 - mmaction - INFO - Epoch [86][460/1253] lr: 2.255e-01, eta: 2 days, 23:37:37, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.3604, top5_acc: 0.6188, loss_cls: 2.9022, loss: 2.9022, grad_norm: 1.4421 2020-07-18 09:12:56,416 - mmaction - INFO - Epoch [86][480/1253] lr: 2.255e-01, eta: 2 days, 23:36:57, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.3609, top5_acc: 0.6125, loss_cls: 2.9187, loss: 2.9187, grad_norm: 1.4627 2020-07-18 09:13:17,696 - mmaction - INFO - Epoch [86][500/1253] lr: 2.255e-01, eta: 2 days, 23:36:16, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.3549, top5_acc: 0.6029, loss_cls: 2.9676, loss: 2.9676, grad_norm: 1.4732 2020-07-18 09:13:38,964 - mmaction - INFO - Epoch [86][520/1253] lr: 2.255e-01, eta: 2 days, 23:35:36, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3659, top5_acc: 0.6195, loss_cls: 2.9054, loss: 2.9054, grad_norm: 1.4859 2020-07-18 09:14:00,404 - mmaction - INFO - Epoch [86][540/1253] lr: 2.255e-01, eta: 2 days, 23:34:56, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3357, top5_acc: 0.5956, loss_cls: 3.0155, loss: 3.0155, grad_norm: 1.4874 2020-07-18 09:14:22,182 - mmaction - INFO - Epoch [86][560/1253] lr: 2.255e-01, eta: 2 days, 23:34:18, time: 1.088, data_time: 0.001, memory: 9059, top1_acc: 0.3604, top5_acc: 0.6135, loss_cls: 2.8885, loss: 2.8885, grad_norm: 1.4414 2020-07-18 09:14:44,096 - mmaction - INFO - Epoch [86][580/1253] lr: 2.255e-01, eta: 2 days, 23:33:41, time: 1.094, data_time: 0.002, memory: 9059, top1_acc: 0.3703, top5_acc: 0.6185, loss_cls: 2.8734, loss: 2.8734, grad_norm: 1.4560 2020-07-18 09:15:05,587 - mmaction - INFO - Epoch [86][600/1253] lr: 2.255e-01, eta: 2 days, 23:33:02, time: 1.077, data_time: 0.004, memory: 9059, top1_acc: 0.3573, top5_acc: 0.6109, loss_cls: 2.9488, loss: 2.9488, grad_norm: 1.4530 2020-07-18 09:15:27,544 - mmaction - INFO - Epoch [86][620/1253] lr: 2.255e-01, eta: 2 days, 23:32:26, time: 1.098, data_time: 0.002, memory: 9059, top1_acc: 0.3664, top5_acc: 0.6115, loss_cls: 2.8994, loss: 2.8994, grad_norm: 1.4633 2020-07-18 09:15:48,732 - mmaction - INFO - Epoch [86][640/1253] lr: 2.255e-01, eta: 2 days, 23:31:45, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3487, top5_acc: 0.5977, loss_cls: 2.9778, loss: 2.9778, grad_norm: 1.4459 2020-07-18 09:16:10,152 - mmaction - INFO - Epoch [86][660/1253] lr: 2.255e-01, eta: 2 days, 23:31:05, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3521, top5_acc: 0.5982, loss_cls: 2.9519, loss: 2.9519, grad_norm: 1.4465 2020-07-18 09:16:32,089 - mmaction - INFO - Epoch [86][680/1253] lr: 2.255e-01, eta: 2 days, 23:30:28, time: 1.098, data_time: 0.003, memory: 9059, top1_acc: 0.3464, top5_acc: 0.6039, loss_cls: 2.9578, loss: 2.9578, grad_norm: 1.4268 2020-07-18 09:16:53,541 - mmaction - INFO - Epoch [86][700/1253] lr: 2.255e-01, eta: 2 days, 23:29:49, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3536, top5_acc: 0.6044, loss_cls: 2.9568, loss: 2.9568, grad_norm: 1.4308 2020-07-18 09:17:15,025 - mmaction - INFO - Epoch [86][720/1253] lr: 2.255e-01, eta: 2 days, 23:29:10, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.3638, top5_acc: 0.6109, loss_cls: 2.9004, loss: 2.9004, grad_norm: 1.4654 2020-07-18 09:17:36,666 - mmaction - INFO - Epoch [86][740/1253] lr: 2.255e-01, eta: 2 days, 23:28:31, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.3495, top5_acc: 0.5979, loss_cls: 2.9773, loss: 2.9773, grad_norm: 1.4598 2020-07-18 09:17:58,195 - mmaction - INFO - Epoch [86][760/1253] lr: 2.255e-01, eta: 2 days, 23:27:52, time: 1.077, data_time: 0.003, memory: 9059, top1_acc: 0.3617, top5_acc: 0.6013, loss_cls: 2.9565, loss: 2.9565, grad_norm: 1.4366 2020-07-18 09:18:19,411 - mmaction - INFO - Epoch [86][780/1253] lr: 2.255e-01, eta: 2 days, 23:27:12, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3440, top5_acc: 0.6112, loss_cls: 2.9482, loss: 2.9482, grad_norm: 1.4605 2020-07-18 09:18:41,008 - mmaction - INFO - Epoch [86][800/1253] lr: 2.255e-01, eta: 2 days, 23:26:33, time: 1.081, data_time: 0.003, memory: 9059, top1_acc: 0.3641, top5_acc: 0.6133, loss_cls: 2.9395, loss: 2.9395, grad_norm: 1.4297 2020-07-18 09:19:02,385 - mmaction - INFO - Epoch [86][820/1253] lr: 2.255e-01, eta: 2 days, 23:25:54, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3505, top5_acc: 0.6089, loss_cls: 2.9541, loss: 2.9541, grad_norm: 1.4835 2020-07-18 09:19:24,033 - mmaction - INFO - Epoch [86][840/1253] lr: 2.255e-01, eta: 2 days, 23:25:15, time: 1.082, data_time: 0.002, memory: 9059, top1_acc: 0.3570, top5_acc: 0.6060, loss_cls: 2.9417, loss: 2.9417, grad_norm: 1.4207 2020-07-18 09:19:45,477 - mmaction - INFO - Epoch [86][860/1253] lr: 2.255e-01, eta: 2 days, 23:24:36, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3477, top5_acc: 0.6094, loss_cls: 2.9414, loss: 2.9414, grad_norm: 1.4478 2020-07-18 09:20:06,675 - mmaction - INFO - Epoch [86][880/1253] lr: 2.255e-01, eta: 2 days, 23:23:55, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3596, top5_acc: 0.6057, loss_cls: 2.9553, loss: 2.9553, grad_norm: 1.4663 2020-07-18 09:20:28,019 - mmaction - INFO - Epoch [86][900/1253] lr: 2.255e-01, eta: 2 days, 23:23:16, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3385, top5_acc: 0.5867, loss_cls: 3.0173, loss: 3.0173, grad_norm: 1.4721 2020-07-18 09:20:49,742 - mmaction - INFO - Epoch [86][920/1253] lr: 2.255e-01, eta: 2 days, 23:22:38, time: 1.085, data_time: 0.002, memory: 9059, top1_acc: 0.3563, top5_acc: 0.6211, loss_cls: 2.8799, loss: 2.8799, grad_norm: 1.4375 2020-07-18 09:21:11,254 - mmaction - INFO - Epoch [86][940/1253] lr: 2.255e-01, eta: 2 days, 23:21:59, time: 1.074, data_time: 0.004, memory: 9059, top1_acc: 0.3563, top5_acc: 0.6112, loss_cls: 2.9291, loss: 2.9291, grad_norm: 1.4603 2020-07-18 09:21:32,904 - mmaction - INFO - Epoch [86][960/1253] lr: 2.255e-01, eta: 2 days, 23:21:21, time: 1.085, data_time: 0.006, memory: 9059, top1_acc: 0.3555, top5_acc: 0.6008, loss_cls: 2.9814, loss: 2.9814, grad_norm: 1.4392 2020-07-18 09:21:54,274 - mmaction - INFO - Epoch [86][980/1253] lr: 2.255e-01, eta: 2 days, 23:20:42, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.3495, top5_acc: 0.6148, loss_cls: 2.9039, loss: 2.9039, grad_norm: 1.4565 2020-07-18 09:22:15,706 - mmaction - INFO - Epoch [86][1000/1253] lr: 2.255e-01, eta: 2 days, 23:20:02, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3557, top5_acc: 0.6188, loss_cls: 2.9022, loss: 2.9022, grad_norm: 1.4891 2020-07-18 09:22:36,889 - mmaction - INFO - Epoch [86][1020/1253] lr: 2.255e-01, eta: 2 days, 23:19:22, time: 1.058, data_time: 0.001, memory: 9059, top1_acc: 0.3591, top5_acc: 0.6112, loss_cls: 2.9224, loss: 2.9224, grad_norm: 1.4684 2020-07-18 09:22:58,287 - mmaction - INFO - Epoch [86][1040/1253] lr: 2.255e-01, eta: 2 days, 23:18:42, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3438, top5_acc: 0.5997, loss_cls: 2.9719, loss: 2.9719, grad_norm: 1.4101 2020-07-18 09:23:19,473 - mmaction - INFO - Epoch [86][1060/1253] lr: 2.255e-01, eta: 2 days, 23:18:02, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.3523, top5_acc: 0.6109, loss_cls: 2.9458, loss: 2.9458, grad_norm: 1.4469 2020-07-18 09:23:40,835 - mmaction - INFO - Epoch [86][1080/1253] lr: 2.255e-01, eta: 2 days, 23:17:22, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.3513, top5_acc: 0.6208, loss_cls: 2.9465, loss: 2.9465, grad_norm: 1.4305 2020-07-18 09:24:02,001 - mmaction - INFO - Epoch [86][1100/1253] lr: 2.255e-01, eta: 2 days, 23:16:41, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.3612, top5_acc: 0.6109, loss_cls: 2.9267, loss: 2.9267, grad_norm: 1.4287 2020-07-18 09:24:23,337 - mmaction - INFO - Epoch [86][1120/1253] lr: 2.255e-01, eta: 2 days, 23:16:02, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3620, top5_acc: 0.6070, loss_cls: 2.9234, loss: 2.9234, grad_norm: 1.4518 2020-07-18 09:24:44,618 - mmaction - INFO - Epoch [86][1140/1253] lr: 2.255e-01, eta: 2 days, 23:15:22, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3555, top5_acc: 0.6161, loss_cls: 2.8958, loss: 2.8958, grad_norm: 1.4900 2020-07-18 09:25:06,078 - mmaction - INFO - Epoch [86][1160/1253] lr: 2.255e-01, eta: 2 days, 23:14:43, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3471, top5_acc: 0.6005, loss_cls: 2.9727, loss: 2.9727, grad_norm: 1.4537 2020-07-18 09:25:27,526 - mmaction - INFO - Epoch [86][1180/1253] lr: 2.255e-01, eta: 2 days, 23:14:04, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3648, top5_acc: 0.6203, loss_cls: 2.8894, loss: 2.8894, grad_norm: 1.4410 2020-07-18 09:25:48,744 - mmaction - INFO - Epoch [86][1200/1253] lr: 2.255e-01, eta: 2 days, 23:13:24, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3552, top5_acc: 0.6091, loss_cls: 2.9149, loss: 2.9149, grad_norm: 1.4527 2020-07-18 09:26:10,007 - mmaction - INFO - Epoch [86][1220/1253] lr: 2.255e-01, eta: 2 days, 23:12:44, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3651, top5_acc: 0.6128, loss_cls: 2.8724, loss: 2.8724, grad_norm: 1.4376 2020-07-18 09:26:31,356 - mmaction - INFO - Epoch [86][1240/1253] lr: 2.255e-01, eta: 2 days, 23:12:04, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3622, top5_acc: 0.6070, loss_cls: 2.9010, loss: 2.9010, grad_norm: 1.4674 2020-07-18 09:30:02,731 - mmaction - INFO - Epoch [87][20/1253] lr: 2.239e-01, eta: 2 days, 23:25:53, time: 9.649, data_time: 8.375, memory: 9059, top1_acc: 0.3643, top5_acc: 0.6232, loss_cls: 2.8794, loss: 2.8794, grad_norm: 1.4316 2020-07-18 09:30:25,464 - mmaction - INFO - Epoch [87][40/1253] lr: 2.239e-01, eta: 2 days, 23:25:21, time: 1.138, data_time: 0.003, memory: 9059, top1_acc: 0.3711, top5_acc: 0.6180, loss_cls: 2.9027, loss: 2.9027, grad_norm: 1.4571 2020-07-18 09:30:46,778 - mmaction - INFO - Epoch [87][60/1253] lr: 2.239e-01, eta: 2 days, 23:24:40, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.3497, top5_acc: 0.5958, loss_cls: 2.9932, loss: 2.9932, grad_norm: 1.4997 2020-07-18 09:31:08,067 - mmaction - INFO - Epoch [87][80/1253] lr: 2.239e-01, eta: 2 days, 23:24:00, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3503, top5_acc: 0.6141, loss_cls: 2.9045, loss: 2.9045, grad_norm: 1.4260 2020-07-18 09:31:29,435 - mmaction - INFO - Epoch [87][100/1253] lr: 2.239e-01, eta: 2 days, 23:23:20, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.3664, top5_acc: 0.6091, loss_cls: 2.9132, loss: 2.9132, grad_norm: 1.4408 2020-07-18 09:31:51,170 - mmaction - INFO - Epoch [87][120/1253] lr: 2.239e-01, eta: 2 days, 23:22:42, time: 1.087, data_time: 0.003, memory: 9059, top1_acc: 0.3615, top5_acc: 0.6177, loss_cls: 2.8971, loss: 2.8971, grad_norm: 1.4354 2020-07-18 09:32:12,315 - mmaction - INFO - Epoch [87][140/1253] lr: 2.239e-01, eta: 2 days, 23:22:01, time: 1.058, data_time: 0.003, memory: 9059, top1_acc: 0.3661, top5_acc: 0.6250, loss_cls: 2.8590, loss: 2.8590, grad_norm: 1.4464 2020-07-18 09:32:33,545 - mmaction - INFO - Epoch [87][160/1253] lr: 2.239e-01, eta: 2 days, 23:21:21, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3565, top5_acc: 0.6021, loss_cls: 2.9550, loss: 2.9550, grad_norm: 1.4662 2020-07-18 09:32:54,935 - mmaction - INFO - Epoch [87][180/1253] lr: 2.239e-01, eta: 2 days, 23:20:41, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.3536, top5_acc: 0.6133, loss_cls: 2.9279, loss: 2.9279, grad_norm: 1.4613 2020-07-18 09:33:16,223 - mmaction - INFO - Epoch [87][200/1253] lr: 2.239e-01, eta: 2 days, 23:20:01, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3495, top5_acc: 0.6125, loss_cls: 2.9378, loss: 2.9378, grad_norm: 1.4627 2020-07-18 09:33:37,424 - mmaction - INFO - Epoch [87][220/1253] lr: 2.239e-01, eta: 2 days, 23:19:21, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3534, top5_acc: 0.6036, loss_cls: 2.9816, loss: 2.9816, grad_norm: 1.4231 2020-07-18 09:33:58,832 - mmaction - INFO - Epoch [87][240/1253] lr: 2.239e-01, eta: 2 days, 23:18:41, time: 1.070, data_time: 0.001, memory: 9059, top1_acc: 0.3466, top5_acc: 0.6107, loss_cls: 2.9560, loss: 2.9560, grad_norm: 1.4279 2020-07-18 09:34:20,241 - mmaction - INFO - Epoch [87][260/1253] lr: 2.239e-01, eta: 2 days, 23:18:01, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3732, top5_acc: 0.6279, loss_cls: 2.8554, loss: 2.8554, grad_norm: 1.4527 2020-07-18 09:34:41,396 - mmaction - INFO - Epoch [87][280/1253] lr: 2.239e-01, eta: 2 days, 23:17:21, time: 1.060, data_time: 0.003, memory: 9059, top1_acc: 0.3557, top5_acc: 0.5979, loss_cls: 2.9645, loss: 2.9645, grad_norm: 1.4500 2020-07-18 09:35:02,906 - mmaction - INFO - Epoch [87][300/1253] lr: 2.239e-01, eta: 2 days, 23:16:42, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.3510, top5_acc: 0.6073, loss_cls: 2.9481, loss: 2.9481, grad_norm: 1.4396 2020-07-18 09:35:24,368 - mmaction - INFO - Epoch [87][320/1253] lr: 2.239e-01, eta: 2 days, 23:16:03, time: 1.074, data_time: 0.003, memory: 9059, top1_acc: 0.3615, top5_acc: 0.6159, loss_cls: 2.9216, loss: 2.9216, grad_norm: 1.4173 2020-07-18 09:35:45,895 - mmaction - INFO - Epoch [87][340/1253] lr: 2.239e-01, eta: 2 days, 23:15:24, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.3758, top5_acc: 0.6221, loss_cls: 2.8419, loss: 2.8419, grad_norm: 1.4275 2020-07-18 09:36:07,565 - mmaction - INFO - Epoch [87][360/1253] lr: 2.239e-01, eta: 2 days, 23:14:46, time: 1.082, data_time: 0.001, memory: 9059, top1_acc: 0.3521, top5_acc: 0.6026, loss_cls: 2.9317, loss: 2.9317, grad_norm: 1.4496 2020-07-18 09:36:28,985 - mmaction - INFO - Epoch [87][380/1253] lr: 2.239e-01, eta: 2 days, 23:14:07, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3583, top5_acc: 0.6133, loss_cls: 2.9007, loss: 2.9007, grad_norm: 1.4611 2020-07-18 09:36:51,354 - mmaction - INFO - Epoch [87][400/1253] lr: 2.239e-01, eta: 2 days, 23:13:28, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3622, top5_acc: 0.6216, loss_cls: 2.8808, loss: 2.8808, grad_norm: 1.4311 2020-07-18 09:37:17,504 - mmaction - INFO - Epoch [87][420/1253] lr: 2.239e-01, eta: 2 days, 23:13:20, time: 1.355, data_time: 0.219, memory: 9059, top1_acc: 0.3573, top5_acc: 0.6094, loss_cls: 2.9258, loss: 2.9258, grad_norm: 1.4544 2020-07-18 09:37:38,790 - mmaction - INFO - Epoch [87][440/1253] lr: 2.239e-01, eta: 2 days, 23:12:40, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3513, top5_acc: 0.6167, loss_cls: 2.9012, loss: 2.9012, grad_norm: 1.4451 2020-07-18 09:38:00,430 - mmaction - INFO - Epoch [87][460/1253] lr: 2.239e-01, eta: 2 days, 23:12:02, time: 1.081, data_time: 0.009, memory: 9059, top1_acc: 0.3635, top5_acc: 0.6161, loss_cls: 2.9031, loss: 2.9031, grad_norm: 1.4369 2020-07-18 09:38:22,493 - mmaction - INFO - Epoch [87][480/1253] lr: 2.239e-01, eta: 2 days, 23:11:27, time: 1.103, data_time: 0.002, memory: 9059, top1_acc: 0.3560, top5_acc: 0.6154, loss_cls: 2.9329, loss: 2.9329, grad_norm: 1.4337 2020-07-18 09:38:43,614 - mmaction - INFO - Epoch [87][500/1253] lr: 2.239e-01, eta: 2 days, 23:10:46, time: 1.055, data_time: 0.002, memory: 9059, top1_acc: 0.3544, top5_acc: 0.5971, loss_cls: 2.9746, loss: 2.9746, grad_norm: 1.4281 2020-07-18 09:39:05,038 - mmaction - INFO - Epoch [87][520/1253] lr: 2.239e-01, eta: 2 days, 23:10:07, time: 1.073, data_time: 0.003, memory: 9059, top1_acc: 0.3641, top5_acc: 0.6125, loss_cls: 2.9072, loss: 2.9072, grad_norm: 1.4412 2020-07-18 09:39:26,227 - mmaction - INFO - Epoch [87][540/1253] lr: 2.239e-01, eta: 2 days, 23:09:26, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.3609, top5_acc: 0.6151, loss_cls: 2.9262, loss: 2.9262, grad_norm: 1.4382 2020-07-18 09:39:47,513 - mmaction - INFO - Epoch [87][560/1253] lr: 2.239e-01, eta: 2 days, 23:08:46, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.3784, top5_acc: 0.6234, loss_cls: 2.8442, loss: 2.8442, grad_norm: 1.4168 2020-07-18 09:40:08,653 - mmaction - INFO - Epoch [87][580/1253] lr: 2.239e-01, eta: 2 days, 23:08:06, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.3651, top5_acc: 0.6182, loss_cls: 2.8602, loss: 2.8602, grad_norm: 1.4812 2020-07-18 09:40:30,850 - mmaction - INFO - Epoch [87][600/1253] lr: 2.239e-01, eta: 2 days, 23:07:31, time: 1.110, data_time: 0.002, memory: 9059, top1_acc: 0.3648, top5_acc: 0.6156, loss_cls: 2.8921, loss: 2.8921, grad_norm: 1.4672 2020-07-18 09:40:52,453 - mmaction - INFO - Epoch [87][620/1253] lr: 2.239e-01, eta: 2 days, 23:06:53, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.3505, top5_acc: 0.6148, loss_cls: 2.9138, loss: 2.9138, grad_norm: 1.4488 2020-07-18 09:41:14,126 - mmaction - INFO - Epoch [87][640/1253] lr: 2.239e-01, eta: 2 days, 23:06:16, time: 1.084, data_time: 0.002, memory: 9059, top1_acc: 0.3458, top5_acc: 0.6089, loss_cls: 2.9098, loss: 2.9098, grad_norm: 1.4661 2020-07-18 09:41:35,460 - mmaction - INFO - Epoch [87][660/1253] lr: 2.239e-01, eta: 2 days, 23:05:36, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.3620, top5_acc: 0.6086, loss_cls: 2.9105, loss: 2.9105, grad_norm: 1.4482 2020-07-18 09:41:56,614 - mmaction - INFO - Epoch [87][680/1253] lr: 2.239e-01, eta: 2 days, 23:04:55, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.3482, top5_acc: 0.6016, loss_cls: 2.9706, loss: 2.9706, grad_norm: 1.4461 2020-07-18 09:42:17,784 - mmaction - INFO - Epoch [87][700/1253] lr: 2.239e-01, eta: 2 days, 23:04:15, time: 1.058, data_time: 0.003, memory: 9059, top1_acc: 0.3677, top5_acc: 0.6245, loss_cls: 2.8829, loss: 2.8829, grad_norm: 1.4569 2020-07-18 09:42:39,436 - mmaction - INFO - Epoch [87][720/1253] lr: 2.239e-01, eta: 2 days, 23:03:37, time: 1.083, data_time: 0.003, memory: 9059, top1_acc: 0.3612, top5_acc: 0.6018, loss_cls: 2.9333, loss: 2.9333, grad_norm: 1.4503 2020-07-18 09:43:00,710 - mmaction - INFO - Epoch [87][740/1253] lr: 2.239e-01, eta: 2 days, 23:02:57, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.3615, top5_acc: 0.6156, loss_cls: 2.9082, loss: 2.9082, grad_norm: 1.4304 2020-07-18 09:43:21,945 - mmaction - INFO - Epoch [87][760/1253] lr: 2.239e-01, eta: 2 days, 23:02:18, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.3492, top5_acc: 0.6031, loss_cls: 2.9528, loss: 2.9528, grad_norm: 1.4506 2020-07-18 09:43:43,311 - mmaction - INFO - Epoch [87][780/1253] lr: 2.239e-01, eta: 2 days, 23:01:38, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.3557, top5_acc: 0.6122, loss_cls: 2.9208, loss: 2.9208, grad_norm: 1.4459 2020-07-18 09:44:04,661 - mmaction - INFO - Epoch [87][800/1253] lr: 2.239e-01, eta: 2 days, 23:00:59, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3599, top5_acc: 0.6193, loss_cls: 2.8937, loss: 2.8937, grad_norm: 1.4166 2020-07-18 09:44:26,767 - mmaction - INFO - Epoch [87][820/1253] lr: 2.239e-01, eta: 2 days, 23:00:24, time: 1.105, data_time: 0.002, memory: 9059, top1_acc: 0.3432, top5_acc: 0.5964, loss_cls: 2.9864, loss: 2.9864, grad_norm: 1.4767 2020-07-18 09:44:48,141 - mmaction - INFO - Epoch [87][840/1253] lr: 2.239e-01, eta: 2 days, 22:59:45, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3643, top5_acc: 0.6164, loss_cls: 2.8802, loss: 2.8802, grad_norm: 1.4511 2020-07-18 09:45:09,786 - mmaction - INFO - Epoch [87][860/1253] lr: 2.239e-01, eta: 2 days, 22:59:07, time: 1.080, data_time: 0.001, memory: 9059, top1_acc: 0.3698, top5_acc: 0.6221, loss_cls: 2.8765, loss: 2.8765, grad_norm: 1.4411 2020-07-18 09:45:31,326 - mmaction - INFO - Epoch [87][880/1253] lr: 2.239e-01, eta: 2 days, 22:58:29, time: 1.078, data_time: 0.003, memory: 9059, top1_acc: 0.3555, top5_acc: 0.6096, loss_cls: 2.9244, loss: 2.9244, grad_norm: 1.4474 2020-07-18 09:45:52,720 - mmaction - INFO - Epoch [87][900/1253] lr: 2.239e-01, eta: 2 days, 22:57:50, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3690, top5_acc: 0.6297, loss_cls: 2.8574, loss: 2.8574, grad_norm: 1.4458 2020-07-18 09:46:14,107 - mmaction - INFO - Epoch [87][920/1253] lr: 2.239e-01, eta: 2 days, 22:57:11, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3539, top5_acc: 0.6138, loss_cls: 2.9154, loss: 2.9154, grad_norm: 1.4720 2020-07-18 09:46:35,465 - mmaction - INFO - Epoch [87][940/1253] lr: 2.239e-01, eta: 2 days, 22:56:32, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3576, top5_acc: 0.6063, loss_cls: 2.9603, loss: 2.9603, grad_norm: 1.4519 2020-07-18 09:47:04,115 - mmaction - INFO - Epoch [87][960/1253] lr: 2.239e-01, eta: 2 days, 22:56:33, time: 1.431, data_time: 0.001, memory: 9059, top1_acc: 0.3487, top5_acc: 0.5898, loss_cls: 3.0168, loss: 3.0168, grad_norm: 1.4228 2020-07-18 09:47:25,764 - mmaction - INFO - Epoch [87][980/1253] lr: 2.239e-01, eta: 2 days, 22:55:56, time: 1.082, data_time: 0.002, memory: 9059, top1_acc: 0.3708, top5_acc: 0.6224, loss_cls: 2.8577, loss: 2.8577, grad_norm: 1.4468 2020-07-18 09:47:47,224 - mmaction - INFO - Epoch [87][1000/1253] lr: 2.239e-01, eta: 2 days, 22:55:17, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3513, top5_acc: 0.6026, loss_cls: 2.9409, loss: 2.9409, grad_norm: 1.4274 2020-07-18 09:48:09,233 - mmaction - INFO - Epoch [87][1020/1253] lr: 2.239e-01, eta: 2 days, 22:54:42, time: 1.100, data_time: 0.003, memory: 9059, top1_acc: 0.3688, top5_acc: 0.6016, loss_cls: 2.8984, loss: 2.8984, grad_norm: 1.4385 2020-07-18 09:48:30,590 - mmaction - INFO - Epoch [87][1040/1253] lr: 2.239e-01, eta: 2 days, 22:54:03, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3521, top5_acc: 0.6130, loss_cls: 2.9154, loss: 2.9154, grad_norm: 1.4787 2020-07-18 09:48:52,082 - mmaction - INFO - Epoch [87][1060/1253] lr: 2.239e-01, eta: 2 days, 22:53:24, time: 1.073, data_time: 0.001, memory: 9059, top1_acc: 0.3617, top5_acc: 0.5995, loss_cls: 2.9432, loss: 2.9432, grad_norm: 1.4270 2020-07-18 09:49:13,561 - mmaction - INFO - Epoch [87][1080/1253] lr: 2.239e-01, eta: 2 days, 22:52:46, time: 1.075, data_time: 0.008, memory: 9059, top1_acc: 0.3682, top5_acc: 0.6237, loss_cls: 2.8572, loss: 2.8572, grad_norm: 1.4175 2020-07-18 09:49:34,738 - mmaction - INFO - Epoch [87][1100/1253] lr: 2.239e-01, eta: 2 days, 22:52:06, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.3547, top5_acc: 0.6112, loss_cls: 2.9538, loss: 2.9538, grad_norm: 1.4526 2020-07-18 09:49:56,103 - mmaction - INFO - Epoch [87][1120/1253] lr: 2.239e-01, eta: 2 days, 22:51:27, time: 1.070, data_time: 0.004, memory: 9059, top1_acc: 0.3544, top5_acc: 0.6023, loss_cls: 2.9551, loss: 2.9551, grad_norm: 1.4349 2020-07-18 09:50:17,595 - mmaction - INFO - Epoch [87][1140/1253] lr: 2.239e-01, eta: 2 days, 22:50:49, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.3609, top5_acc: 0.6182, loss_cls: 2.8871, loss: 2.8871, grad_norm: 1.4569 2020-07-18 09:50:38,891 - mmaction - INFO - Epoch [87][1160/1253] lr: 2.239e-01, eta: 2 days, 22:50:10, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.3555, top5_acc: 0.6107, loss_cls: 2.9222, loss: 2.9222, grad_norm: 1.4432 2020-07-18 09:51:00,191 - mmaction - INFO - Epoch [87][1180/1253] lr: 2.239e-01, eta: 2 days, 22:49:30, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3370, top5_acc: 0.5867, loss_cls: 3.0025, loss: 3.0025, grad_norm: 1.4441 2020-07-18 09:51:21,566 - mmaction - INFO - Epoch [87][1200/1253] lr: 2.239e-01, eta: 2 days, 22:48:52, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3492, top5_acc: 0.5938, loss_cls: 2.9762, loss: 2.9762, grad_norm: 1.4539 2020-07-18 09:51:42,860 - mmaction - INFO - Epoch [87][1220/1253] lr: 2.239e-01, eta: 2 days, 22:48:12, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3544, top5_acc: 0.6211, loss_cls: 2.8788, loss: 2.8788, grad_norm: 1.4229 2020-07-18 09:52:04,247 - mmaction - INFO - Epoch [87][1240/1253] lr: 2.239e-01, eta: 2 days, 22:47:34, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3656, top5_acc: 0.6201, loss_cls: 2.8919, loss: 2.8919, grad_norm: 1.4636 2020-07-18 09:55:37,645 - mmaction - INFO - Epoch [88][20/1253] lr: 2.223e-01, eta: 2 days, 23:00:53, time: 9.683, data_time: 8.294, memory: 9059, top1_acc: 0.3589, top5_acc: 0.6026, loss_cls: 2.9264, loss: 2.9264, grad_norm: 1.4641 2020-07-18 09:55:59,483 - mmaction - INFO - Epoch [88][40/1253] lr: 2.223e-01, eta: 2 days, 23:00:16, time: 1.093, data_time: 0.002, memory: 9059, top1_acc: 0.3510, top5_acc: 0.6190, loss_cls: 2.9179, loss: 2.9179, grad_norm: 1.4367 2020-07-18 09:56:20,625 - mmaction - INFO - Epoch [88][60/1253] lr: 2.223e-01, eta: 2 days, 22:59:36, time: 1.057, data_time: 0.001, memory: 9059, top1_acc: 0.3544, top5_acc: 0.6224, loss_cls: 2.8873, loss: 2.8873, grad_norm: 1.4640 2020-07-18 09:56:42,098 - mmaction - INFO - Epoch [88][80/1253] lr: 2.223e-01, eta: 2 days, 22:58:57, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3672, top5_acc: 0.6284, loss_cls: 2.8471, loss: 2.8471, grad_norm: 1.4402 2020-07-18 09:57:03,917 - mmaction - INFO - Epoch [88][100/1253] lr: 2.223e-01, eta: 2 days, 22:58:20, time: 1.092, data_time: 0.003, memory: 9059, top1_acc: 0.3669, top5_acc: 0.6198, loss_cls: 2.8749, loss: 2.8749, grad_norm: 1.4357 2020-07-18 09:57:25,272 - mmaction - INFO - Epoch [88][120/1253] lr: 2.223e-01, eta: 2 days, 22:57:41, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3734, top5_acc: 0.6289, loss_cls: 2.8391, loss: 2.8391, grad_norm: 1.4200 2020-07-18 09:57:46,649 - mmaction - INFO - Epoch [88][140/1253] lr: 2.223e-01, eta: 2 days, 22:57:02, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3659, top5_acc: 0.6208, loss_cls: 2.8736, loss: 2.8736, grad_norm: 1.4505 2020-07-18 09:58:08,098 - mmaction - INFO - Epoch [88][160/1253] lr: 2.223e-01, eta: 2 days, 22:56:23, time: 1.072, data_time: 0.001, memory: 9059, top1_acc: 0.3677, top5_acc: 0.6182, loss_cls: 2.8935, loss: 2.8935, grad_norm: 1.4556 2020-07-18 09:58:29,585 - mmaction - INFO - Epoch [88][180/1253] lr: 2.223e-01, eta: 2 days, 22:55:44, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.3568, top5_acc: 0.6117, loss_cls: 2.9208, loss: 2.9208, grad_norm: 1.4542 2020-07-18 09:58:50,749 - mmaction - INFO - Epoch [88][200/1253] lr: 2.223e-01, eta: 2 days, 22:55:04, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.3563, top5_acc: 0.6182, loss_cls: 2.9204, loss: 2.9204, grad_norm: 1.4199 2020-07-18 09:59:12,075 - mmaction - INFO - Epoch [88][220/1253] lr: 2.223e-01, eta: 2 days, 22:54:25, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.3674, top5_acc: 0.6180, loss_cls: 2.8738, loss: 2.8738, grad_norm: 1.4625 2020-07-18 09:59:33,330 - mmaction - INFO - Epoch [88][240/1253] lr: 2.223e-01, eta: 2 days, 22:53:45, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3768, top5_acc: 0.6326, loss_cls: 2.8426, loss: 2.8426, grad_norm: 1.4666 2020-07-18 09:59:54,488 - mmaction - INFO - Epoch [88][260/1253] lr: 2.223e-01, eta: 2 days, 22:53:05, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.3635, top5_acc: 0.6169, loss_cls: 2.8972, loss: 2.8972, grad_norm: 1.4660 2020-07-18 10:00:28,319 - mmaction - INFO - Epoch [88][280/1253] lr: 2.223e-01, eta: 2 days, 22:53:31, time: 1.677, data_time: 0.004, memory: 9059, top1_acc: 0.3523, top5_acc: 0.6117, loss_cls: 2.9544, loss: 2.9544, grad_norm: 1.4535 2020-07-18 10:00:50,613 - mmaction - INFO - Epoch [88][300/1253] lr: 2.223e-01, eta: 2 days, 22:52:59, time: 1.129, data_time: 0.027, memory: 9059, top1_acc: 0.3594, top5_acc: 0.6091, loss_cls: 2.9156, loss: 2.9156, grad_norm: 1.4521 2020-07-18 10:01:12,246 - mmaction - INFO - Epoch [88][320/1253] lr: 2.223e-01, eta: 2 days, 22:52:21, time: 1.082, data_time: 0.002, memory: 9059, top1_acc: 0.3542, top5_acc: 0.6068, loss_cls: 2.9741, loss: 2.9741, grad_norm: 1.4342 2020-07-18 10:01:33,624 - mmaction - INFO - Epoch [88][340/1253] lr: 2.223e-01, eta: 2 days, 22:51:42, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3620, top5_acc: 0.6148, loss_cls: 2.8967, loss: 2.8967, grad_norm: 1.4603 2020-07-18 10:01:55,491 - mmaction - INFO - Epoch [88][360/1253] lr: 2.223e-01, eta: 2 days, 22:51:06, time: 1.092, data_time: 0.002, memory: 9059, top1_acc: 0.3604, top5_acc: 0.6167, loss_cls: 2.9122, loss: 2.9122, grad_norm: 1.4619 2020-07-18 10:02:16,864 - mmaction - INFO - Epoch [88][380/1253] lr: 2.223e-01, eta: 2 days, 22:50:27, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.3576, top5_acc: 0.5987, loss_cls: 2.9764, loss: 2.9764, grad_norm: 1.4289 2020-07-18 10:02:38,102 - mmaction - INFO - Epoch [88][400/1253] lr: 2.223e-01, eta: 2 days, 22:49:47, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3729, top5_acc: 0.6112, loss_cls: 2.8891, loss: 2.8891, grad_norm: 1.4611 2020-07-18 10:02:59,525 - mmaction - INFO - Epoch [88][420/1253] lr: 2.223e-01, eta: 2 days, 22:49:08, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3669, top5_acc: 0.6211, loss_cls: 2.8560, loss: 2.8560, grad_norm: 1.4739 2020-07-18 10:03:20,885 - mmaction - INFO - Epoch [88][440/1253] lr: 2.223e-01, eta: 2 days, 22:48:30, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.3633, top5_acc: 0.6057, loss_cls: 2.9507, loss: 2.9507, grad_norm: 1.4552 2020-07-18 10:03:42,227 - mmaction - INFO - Epoch [88][460/1253] lr: 2.223e-01, eta: 2 days, 22:47:50, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3552, top5_acc: 0.6148, loss_cls: 2.9172, loss: 2.9172, grad_norm: 1.4594 2020-07-18 10:04:03,457 - mmaction - INFO - Epoch [88][480/1253] lr: 2.223e-01, eta: 2 days, 22:47:11, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3414, top5_acc: 0.5813, loss_cls: 3.0219, loss: 3.0219, grad_norm: 1.4792 2020-07-18 10:04:24,753 - mmaction - INFO - Epoch [88][500/1253] lr: 2.223e-01, eta: 2 days, 22:46:31, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3698, top5_acc: 0.6135, loss_cls: 2.9155, loss: 2.9155, grad_norm: 1.4257 2020-07-18 10:04:46,167 - mmaction - INFO - Epoch [88][520/1253] lr: 2.223e-01, eta: 2 days, 22:45:53, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3612, top5_acc: 0.6042, loss_cls: 2.9376, loss: 2.9376, grad_norm: 1.4260 2020-07-18 10:05:07,425 - mmaction - INFO - Epoch [88][540/1253] lr: 2.223e-01, eta: 2 days, 22:45:13, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3698, top5_acc: 0.6169, loss_cls: 2.8630, loss: 2.8630, grad_norm: 1.4768 2020-07-18 10:05:28,764 - mmaction - INFO - Epoch [88][560/1253] lr: 2.223e-01, eta: 2 days, 22:44:34, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3609, top5_acc: 0.6018, loss_cls: 2.9657, loss: 2.9657, grad_norm: 1.4552 2020-07-18 10:05:50,180 - mmaction - INFO - Epoch [88][580/1253] lr: 2.223e-01, eta: 2 days, 22:43:56, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3602, top5_acc: 0.6201, loss_cls: 2.8692, loss: 2.8692, grad_norm: 1.4668 2020-07-18 10:06:11,483 - mmaction - INFO - Epoch [88][600/1253] lr: 2.223e-01, eta: 2 days, 22:43:16, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3552, top5_acc: 0.6065, loss_cls: 2.9463, loss: 2.9463, grad_norm: 1.4671 2020-07-18 10:06:32,950 - mmaction - INFO - Epoch [88][620/1253] lr: 2.223e-01, eta: 2 days, 22:42:38, time: 1.075, data_time: 0.003, memory: 9059, top1_acc: 0.3534, top5_acc: 0.6060, loss_cls: 2.9543, loss: 2.9543, grad_norm: 1.4521 2020-07-18 10:06:54,215 - mmaction - INFO - Epoch [88][640/1253] lr: 2.223e-01, eta: 2 days, 22:41:59, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3609, top5_acc: 0.6107, loss_cls: 2.9004, loss: 2.9004, grad_norm: 1.4412 2020-07-18 10:07:15,658 - mmaction - INFO - Epoch [88][660/1253] lr: 2.223e-01, eta: 2 days, 22:41:21, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3469, top5_acc: 0.6102, loss_cls: 2.9442, loss: 2.9442, grad_norm: 1.4647 2020-07-18 10:07:37,879 - mmaction - INFO - Epoch [88][680/1253] lr: 2.223e-01, eta: 2 days, 22:40:46, time: 1.111, data_time: 0.002, memory: 9059, top1_acc: 0.3596, top5_acc: 0.6070, loss_cls: 2.9344, loss: 2.9344, grad_norm: 1.4273 2020-07-18 10:07:59,313 - mmaction - INFO - Epoch [88][700/1253] lr: 2.223e-01, eta: 2 days, 22:40:08, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3581, top5_acc: 0.6128, loss_cls: 2.8987, loss: 2.8987, grad_norm: 1.4407 2020-07-18 10:08:20,810 - mmaction - INFO - Epoch [88][720/1253] lr: 2.223e-01, eta: 2 days, 22:39:30, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.3742, top5_acc: 0.6393, loss_cls: 2.7958, loss: 2.7958, grad_norm: 1.4760 2020-07-18 10:08:42,083 - mmaction - INFO - Epoch [88][740/1253] lr: 2.223e-01, eta: 2 days, 22:38:51, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3560, top5_acc: 0.6133, loss_cls: 2.9330, loss: 2.9330, grad_norm: 1.5019 2020-07-18 10:09:03,325 - mmaction - INFO - Epoch [88][760/1253] lr: 2.223e-01, eta: 2 days, 22:38:11, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3497, top5_acc: 0.6135, loss_cls: 2.9384, loss: 2.9384, grad_norm: 1.4716 2020-07-18 10:09:24,824 - mmaction - INFO - Epoch [88][780/1253] lr: 2.223e-01, eta: 2 days, 22:37:33, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.3594, top5_acc: 0.6214, loss_cls: 2.8973, loss: 2.8973, grad_norm: 1.4495 2020-07-18 10:09:45,977 - mmaction - INFO - Epoch [88][800/1253] lr: 2.223e-01, eta: 2 days, 22:36:54, time: 1.058, data_time: 0.003, memory: 9059, top1_acc: 0.3477, top5_acc: 0.6148, loss_cls: 2.9133, loss: 2.9133, grad_norm: 1.4623 2020-07-18 10:10:07,165 - mmaction - INFO - Epoch [88][820/1253] lr: 2.223e-01, eta: 2 days, 22:36:14, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3589, top5_acc: 0.6018, loss_cls: 2.9341, loss: 2.9341, grad_norm: 1.4763 2020-07-18 10:10:28,293 - mmaction - INFO - Epoch [88][840/1253] lr: 2.223e-01, eta: 2 days, 22:35:34, time: 1.055, data_time: 0.002, memory: 9059, top1_acc: 0.3367, top5_acc: 0.6049, loss_cls: 2.9932, loss: 2.9932, grad_norm: 1.4664 2020-07-18 10:10:49,622 - mmaction - INFO - Epoch [88][860/1253] lr: 2.223e-01, eta: 2 days, 22:34:55, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.3521, top5_acc: 0.5971, loss_cls: 2.9965, loss: 2.9965, grad_norm: 1.4589 2020-07-18 10:11:11,780 - mmaction - INFO - Epoch [88][880/1253] lr: 2.223e-01, eta: 2 days, 22:34:21, time: 1.109, data_time: 0.003, memory: 9059, top1_acc: 0.3547, top5_acc: 0.6049, loss_cls: 2.9588, loss: 2.9588, grad_norm: 1.4307 2020-07-18 10:11:33,424 - mmaction - INFO - Epoch [88][900/1253] lr: 2.223e-01, eta: 2 days, 22:33:44, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.3625, top5_acc: 0.6044, loss_cls: 2.9385, loss: 2.9385, grad_norm: 1.4623 2020-07-18 10:11:54,730 - mmaction - INFO - Epoch [88][920/1253] lr: 2.223e-01, eta: 2 days, 22:33:05, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.3443, top5_acc: 0.6109, loss_cls: 2.9444, loss: 2.9444, grad_norm: 1.4530 2020-07-18 10:12:15,992 - mmaction - INFO - Epoch [88][940/1253] lr: 2.223e-01, eta: 2 days, 22:32:26, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3609, top5_acc: 0.6128, loss_cls: 2.9128, loss: 2.9128, grad_norm: 1.4568 2020-07-18 10:12:37,420 - mmaction - INFO - Epoch [88][960/1253] lr: 2.223e-01, eta: 2 days, 22:31:48, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3479, top5_acc: 0.6172, loss_cls: 2.9326, loss: 2.9326, grad_norm: 1.4887 2020-07-18 10:12:58,630 - mmaction - INFO - Epoch [88][980/1253] lr: 2.223e-01, eta: 2 days, 22:31:08, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3536, top5_acc: 0.6174, loss_cls: 2.9145, loss: 2.9145, grad_norm: 1.4848 2020-07-18 10:13:19,859 - mmaction - INFO - Epoch [88][1000/1253] lr: 2.223e-01, eta: 2 days, 22:30:29, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3552, top5_acc: 0.6096, loss_cls: 2.8910, loss: 2.8910, grad_norm: 1.4695 2020-07-18 10:13:41,073 - mmaction - INFO - Epoch [88][1020/1253] lr: 2.223e-01, eta: 2 days, 22:29:50, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3484, top5_acc: 0.5982, loss_cls: 2.9803, loss: 2.9803, grad_norm: 1.4692 2020-07-18 10:14:03,027 - mmaction - INFO - Epoch [88][1040/1253] lr: 2.223e-01, eta: 2 days, 22:29:14, time: 1.098, data_time: 0.002, memory: 9059, top1_acc: 0.3596, top5_acc: 0.6083, loss_cls: 2.9278, loss: 2.9278, grad_norm: 1.4461 2020-07-18 10:14:24,213 - mmaction - INFO - Epoch [88][1060/1253] lr: 2.223e-01, eta: 2 days, 22:28:35, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3682, top5_acc: 0.6242, loss_cls: 2.8738, loss: 2.8738, grad_norm: 1.4422 2020-07-18 10:14:45,423 - mmaction - INFO - Epoch [88][1080/1253] lr: 2.223e-01, eta: 2 days, 22:27:56, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3529, top5_acc: 0.6031, loss_cls: 2.9525, loss: 2.9525, grad_norm: 1.4283 2020-07-18 10:15:06,783 - mmaction - INFO - Epoch [88][1100/1253] lr: 2.223e-01, eta: 2 days, 22:27:17, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.3638, top5_acc: 0.6185, loss_cls: 2.8724, loss: 2.8724, grad_norm: 1.4370 2020-07-18 10:15:28,385 - mmaction - INFO - Epoch [88][1120/1253] lr: 2.223e-01, eta: 2 days, 22:26:40, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.3628, top5_acc: 0.6245, loss_cls: 2.8627, loss: 2.8627, grad_norm: 1.4462 2020-07-18 10:15:50,288 - mmaction - INFO - Epoch [88][1140/1253] lr: 2.223e-01, eta: 2 days, 22:26:05, time: 1.095, data_time: 0.002, memory: 9059, top1_acc: 0.3482, top5_acc: 0.6013, loss_cls: 2.9351, loss: 2.9351, grad_norm: 1.4422 2020-07-18 10:16:11,559 - mmaction - INFO - Epoch [88][1160/1253] lr: 2.223e-01, eta: 2 days, 22:25:26, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3565, top5_acc: 0.6190, loss_cls: 2.9032, loss: 2.9032, grad_norm: 1.5021 2020-07-18 10:16:33,037 - mmaction - INFO - Epoch [88][1180/1253] lr: 2.223e-01, eta: 2 days, 22:24:48, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3542, top5_acc: 0.6068, loss_cls: 2.9324, loss: 2.9324, grad_norm: 1.4535 2020-07-18 10:16:54,300 - mmaction - INFO - Epoch [88][1200/1253] lr: 2.223e-01, eta: 2 days, 22:24:09, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.3552, top5_acc: 0.6185, loss_cls: 2.8997, loss: 2.8997, grad_norm: 1.4886 2020-07-18 10:17:15,834 - mmaction - INFO - Epoch [88][1220/1253] lr: 2.223e-01, eta: 2 days, 22:23:32, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.3534, top5_acc: 0.6055, loss_cls: 2.9223, loss: 2.9223, grad_norm: 1.4718 2020-07-18 10:17:37,051 - mmaction - INFO - Epoch [88][1240/1253] lr: 2.223e-01, eta: 2 days, 22:22:53, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3680, top5_acc: 0.6268, loss_cls: 2.8536, loss: 2.8536, grad_norm: 1.4498 2020-07-18 10:18:00,851 - mmaction - INFO - Saving checkpoint at 88 epochs 2020-07-18 10:21:22,402 - mmaction - INFO - Epoch [89][20/1253] lr: 2.207e-01, eta: 2 days, 22:36:15, time: 10.009, data_time: 8.744, memory: 9059, top1_acc: 0.3477, top5_acc: 0.6026, loss_cls: 2.9507, loss: 2.9507, grad_norm: 1.4481 2020-07-18 10:21:43,687 - mmaction - INFO - Epoch [89][40/1253] lr: 2.207e-01, eta: 2 days, 22:35:35, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3633, top5_acc: 0.6151, loss_cls: 2.9072, loss: 2.9072, grad_norm: 1.4663 2020-07-18 10:22:05,687 - mmaction - INFO - Epoch [89][60/1253] lr: 2.207e-01, eta: 2 days, 22:35:00, time: 1.102, data_time: 0.005, memory: 9059, top1_acc: 0.3729, top5_acc: 0.6182, loss_cls: 2.8755, loss: 2.8755, grad_norm: 1.4578 2020-07-18 10:22:27,052 - mmaction - INFO - Epoch [89][80/1253] lr: 2.207e-01, eta: 2 days, 22:34:22, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3630, top5_acc: 0.6049, loss_cls: 2.9466, loss: 2.9466, grad_norm: 1.4734 2020-07-18 10:22:48,815 - mmaction - INFO - Epoch [89][100/1253] lr: 2.207e-01, eta: 2 days, 22:33:45, time: 1.089, data_time: 0.002, memory: 9059, top1_acc: 0.3659, top5_acc: 0.6180, loss_cls: 2.8977, loss: 2.8977, grad_norm: 1.4583 2020-07-18 10:23:09,996 - mmaction - INFO - Epoch [89][120/1253] lr: 2.207e-01, eta: 2 days, 22:33:05, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.3599, top5_acc: 0.6143, loss_cls: 2.9123, loss: 2.9123, grad_norm: 1.4734 2020-07-18 10:23:31,497 - mmaction - INFO - Epoch [89][140/1253] lr: 2.207e-01, eta: 2 days, 22:32:27, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.3628, top5_acc: 0.6112, loss_cls: 2.8914, loss: 2.8914, grad_norm: 1.4605 2020-07-18 10:23:52,820 - mmaction - INFO - Epoch [89][160/1253] lr: 2.207e-01, eta: 2 days, 22:31:48, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3648, top5_acc: 0.6328, loss_cls: 2.8694, loss: 2.8694, grad_norm: 1.4826 2020-07-18 10:24:14,636 - mmaction - INFO - Epoch [89][180/1253] lr: 2.207e-01, eta: 2 days, 22:31:12, time: 1.089, data_time: 0.002, memory: 9059, top1_acc: 0.3565, top5_acc: 0.6154, loss_cls: 2.9210, loss: 2.9210, grad_norm: 1.4677 2020-07-18 10:24:36,099 - mmaction - INFO - Epoch [89][200/1253] lr: 2.207e-01, eta: 2 days, 22:30:34, time: 1.075, data_time: 0.003, memory: 9059, top1_acc: 0.3609, top5_acc: 0.6193, loss_cls: 2.8737, loss: 2.8737, grad_norm: 1.4324 2020-07-18 10:24:58,329 - mmaction - INFO - Epoch [89][220/1253] lr: 2.207e-01, eta: 2 days, 22:30:00, time: 1.111, data_time: 0.002, memory: 9059, top1_acc: 0.3602, top5_acc: 0.6336, loss_cls: 2.8416, loss: 2.8416, grad_norm: 1.4571 2020-07-18 10:25:19,582 - mmaction - INFO - Epoch [89][240/1253] lr: 2.207e-01, eta: 2 days, 22:29:21, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3820, top5_acc: 0.6214, loss_cls: 2.8558, loss: 2.8558, grad_norm: 1.4646 2020-07-18 10:25:40,761 - mmaction - INFO - Epoch [89][260/1253] lr: 2.207e-01, eta: 2 days, 22:28:41, time: 1.058, data_time: 0.001, memory: 9059, top1_acc: 0.3909, top5_acc: 0.6315, loss_cls: 2.8015, loss: 2.8015, grad_norm: 1.4460 2020-07-18 10:26:02,073 - mmaction - INFO - Epoch [89][280/1253] lr: 2.207e-01, eta: 2 days, 22:28:02, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3583, top5_acc: 0.6068, loss_cls: 2.9261, loss: 2.9261, grad_norm: 1.4751 2020-07-18 10:26:23,475 - mmaction - INFO - Epoch [89][300/1253] lr: 2.207e-01, eta: 2 days, 22:27:24, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3563, top5_acc: 0.6151, loss_cls: 2.9317, loss: 2.9317, grad_norm: 1.4475 2020-07-18 10:26:45,048 - mmaction - INFO - Epoch [89][320/1253] lr: 2.207e-01, eta: 2 days, 22:26:47, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.3495, top5_acc: 0.6089, loss_cls: 2.9382, loss: 2.9382, grad_norm: 1.4966 2020-07-18 10:27:06,748 - mmaction - INFO - Epoch [89][340/1253] lr: 2.207e-01, eta: 2 days, 22:26:10, time: 1.084, data_time: 0.002, memory: 9059, top1_acc: 0.3536, top5_acc: 0.6044, loss_cls: 2.9745, loss: 2.9745, grad_norm: 1.4579 2020-07-18 10:27:28,027 - mmaction - INFO - Epoch [89][360/1253] lr: 2.207e-01, eta: 2 days, 22:25:31, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3464, top5_acc: 0.6107, loss_cls: 2.9452, loss: 2.9452, grad_norm: 1.4198 2020-07-18 10:27:50,081 - mmaction - INFO - Epoch [89][380/1253] lr: 2.207e-01, eta: 2 days, 22:24:56, time: 1.102, data_time: 0.002, memory: 9059, top1_acc: 0.3583, top5_acc: 0.6107, loss_cls: 2.9366, loss: 2.9366, grad_norm: 1.4230 2020-07-18 10:28:11,572 - mmaction - INFO - Epoch [89][400/1253] lr: 2.207e-01, eta: 2 days, 22:24:18, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.3549, top5_acc: 0.6039, loss_cls: 2.9339, loss: 2.9339, grad_norm: 1.4487 2020-07-18 10:28:32,805 - mmaction - INFO - Epoch [89][420/1253] lr: 2.207e-01, eta: 2 days, 22:23:39, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3651, top5_acc: 0.6154, loss_cls: 2.9123, loss: 2.9123, grad_norm: 1.4691 2020-07-18 10:28:54,132 - mmaction - INFO - Epoch [89][440/1253] lr: 2.207e-01, eta: 2 days, 22:23:00, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3633, top5_acc: 0.6188, loss_cls: 2.8865, loss: 2.8865, grad_norm: 1.4526 2020-07-18 10:29:15,361 - mmaction - INFO - Epoch [89][460/1253] lr: 2.207e-01, eta: 2 days, 22:22:21, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3648, top5_acc: 0.6240, loss_cls: 2.8656, loss: 2.8656, grad_norm: 1.4651 2020-07-18 10:29:36,566 - mmaction - INFO - Epoch [89][480/1253] lr: 2.207e-01, eta: 2 days, 22:21:42, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3591, top5_acc: 0.6117, loss_cls: 2.9084, loss: 2.9084, grad_norm: 1.4990 2020-07-18 10:29:57,902 - mmaction - INFO - Epoch [89][500/1253] lr: 2.207e-01, eta: 2 days, 22:21:04, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.3604, top5_acc: 0.6133, loss_cls: 2.9330, loss: 2.9330, grad_norm: 1.4627 2020-07-18 10:30:20,419 - mmaction - INFO - Epoch [89][520/1253] lr: 2.207e-01, eta: 2 days, 22:20:31, time: 1.127, data_time: 0.002, memory: 9059, top1_acc: 0.3367, top5_acc: 0.6031, loss_cls: 3.0008, loss: 3.0008, grad_norm: 1.4803 2020-07-18 10:30:41,541 - mmaction - INFO - Epoch [89][540/1253] lr: 2.207e-01, eta: 2 days, 22:19:51, time: 1.055, data_time: 0.001, memory: 9059, top1_acc: 0.3451, top5_acc: 0.6078, loss_cls: 2.9642, loss: 2.9642, grad_norm: 1.4878 2020-07-18 10:31:02,898 - mmaction - INFO - Epoch [89][560/1253] lr: 2.207e-01, eta: 2 days, 22:19:13, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3583, top5_acc: 0.6224, loss_cls: 2.8866, loss: 2.8866, grad_norm: 1.4481 2020-07-18 10:31:24,135 - mmaction - INFO - Epoch [89][580/1253] lr: 2.207e-01, eta: 2 days, 22:18:34, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3526, top5_acc: 0.5969, loss_cls: 2.9530, loss: 2.9530, grad_norm: 1.4498 2020-07-18 10:31:45,369 - mmaction - INFO - Epoch [89][600/1253] lr: 2.207e-01, eta: 2 days, 22:17:55, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3828, top5_acc: 0.6289, loss_cls: 2.8592, loss: 2.8592, grad_norm: 1.4418 2020-07-18 10:32:07,506 - mmaction - INFO - Epoch [89][620/1253] lr: 2.207e-01, eta: 2 days, 22:17:21, time: 1.107, data_time: 0.003, memory: 9059, top1_acc: 0.3630, top5_acc: 0.6141, loss_cls: 2.8806, loss: 2.8806, grad_norm: 1.4616 2020-07-18 10:32:28,875 - mmaction - INFO - Epoch [89][640/1253] lr: 2.207e-01, eta: 2 days, 22:16:43, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3531, top5_acc: 0.6008, loss_cls: 2.9982, loss: 2.9982, grad_norm: 1.4965 2020-07-18 10:32:50,277 - mmaction - INFO - Epoch [89][660/1253] lr: 2.207e-01, eta: 2 days, 22:16:05, time: 1.071, data_time: 0.003, memory: 9059, top1_acc: 0.3768, top5_acc: 0.6151, loss_cls: 2.8999, loss: 2.8999, grad_norm: 1.4513 2020-07-18 10:33:11,437 - mmaction - INFO - Epoch [89][680/1253] lr: 2.207e-01, eta: 2 days, 22:15:25, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.3724, top5_acc: 0.6177, loss_cls: 2.8974, loss: 2.8974, grad_norm: 1.4674 2020-07-18 10:33:32,736 - mmaction - INFO - Epoch [89][700/1253] lr: 2.207e-01, eta: 2 days, 22:14:47, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3536, top5_acc: 0.6049, loss_cls: 2.9335, loss: 2.9335, grad_norm: 1.4301 2020-07-18 10:33:53,895 - mmaction - INFO - Epoch [89][720/1253] lr: 2.207e-01, eta: 2 days, 22:14:07, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3596, top5_acc: 0.6091, loss_cls: 2.9051, loss: 2.9051, grad_norm: 1.4477 2020-07-18 10:34:15,378 - mmaction - INFO - Epoch [89][740/1253] lr: 2.207e-01, eta: 2 days, 22:13:30, time: 1.073, data_time: 0.001, memory: 9059, top1_acc: 0.3721, top5_acc: 0.6326, loss_cls: 2.8377, loss: 2.8377, grad_norm: 1.4632 2020-07-18 10:34:36,527 - mmaction - INFO - Epoch [89][760/1253] lr: 2.207e-01, eta: 2 days, 22:12:51, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.3490, top5_acc: 0.5977, loss_cls: 2.9396, loss: 2.9396, grad_norm: 1.4592 2020-07-18 10:34:57,801 - mmaction - INFO - Epoch [89][780/1253] lr: 2.207e-01, eta: 2 days, 22:12:12, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3570, top5_acc: 0.6086, loss_cls: 2.9219, loss: 2.9219, grad_norm: 1.4933 2020-07-18 10:35:19,253 - mmaction - INFO - Epoch [89][800/1253] lr: 2.207e-01, eta: 2 days, 22:11:34, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3630, top5_acc: 0.6133, loss_cls: 2.9095, loss: 2.9095, grad_norm: 1.4613 2020-07-18 10:35:40,577 - mmaction - INFO - Epoch [89][820/1253] lr: 2.207e-01, eta: 2 days, 22:10:56, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.3432, top5_acc: 0.6013, loss_cls: 2.9583, loss: 2.9583, grad_norm: 1.4822 2020-07-18 10:36:01,909 - mmaction - INFO - Epoch [89][840/1253] lr: 2.207e-01, eta: 2 days, 22:10:18, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.3414, top5_acc: 0.5888, loss_cls: 3.0133, loss: 3.0133, grad_norm: 1.4612 2020-07-18 10:36:23,089 - mmaction - INFO - Epoch [89][860/1253] lr: 2.207e-01, eta: 2 days, 22:09:39, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.3638, top5_acc: 0.6112, loss_cls: 2.9097, loss: 2.9097, grad_norm: 1.4526 2020-07-18 10:36:44,204 - mmaction - INFO - Epoch [89][880/1253] lr: 2.207e-01, eta: 2 days, 22:08:59, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.3549, top5_acc: 0.6141, loss_cls: 2.9626, loss: 2.9626, grad_norm: 1.4632 2020-07-18 10:37:05,506 - mmaction - INFO - Epoch [89][900/1253] lr: 2.207e-01, eta: 2 days, 22:08:21, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3602, top5_acc: 0.6070, loss_cls: 2.9265, loss: 2.9265, grad_norm: 1.4564 2020-07-18 10:37:27,351 - mmaction - INFO - Epoch [89][920/1253] lr: 2.207e-01, eta: 2 days, 22:07:45, time: 1.092, data_time: 0.001, memory: 9059, top1_acc: 0.3672, top5_acc: 0.6206, loss_cls: 2.8611, loss: 2.8611, grad_norm: 1.4680 2020-07-18 10:37:48,720 - mmaction - INFO - Epoch [89][940/1253] lr: 2.207e-01, eta: 2 days, 22:07:07, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3409, top5_acc: 0.6039, loss_cls: 3.0019, loss: 3.0019, grad_norm: 1.4435 2020-07-18 10:38:10,032 - mmaction - INFO - Epoch [89][960/1253] lr: 2.207e-01, eta: 2 days, 22:06:29, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.3638, top5_acc: 0.6151, loss_cls: 2.8813, loss: 2.8813, grad_norm: 1.4892 2020-07-18 10:38:31,261 - mmaction - INFO - Epoch [89][980/1253] lr: 2.207e-01, eta: 2 days, 22:05:50, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.3549, top5_acc: 0.6208, loss_cls: 2.9150, loss: 2.9150, grad_norm: 1.4477 2020-07-18 10:38:52,637 - mmaction - INFO - Epoch [89][1000/1253] lr: 2.207e-01, eta: 2 days, 22:05:12, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.3745, top5_acc: 0.6255, loss_cls: 2.8441, loss: 2.8441, grad_norm: 1.4757 2020-07-18 10:39:14,099 - mmaction - INFO - Epoch [89][1020/1253] lr: 2.207e-01, eta: 2 days, 22:04:35, time: 1.073, data_time: 0.006, memory: 9059, top1_acc: 0.3521, top5_acc: 0.6206, loss_cls: 2.8927, loss: 2.8927, grad_norm: 1.4222 2020-07-18 10:39:35,293 - mmaction - INFO - Epoch [89][1040/1253] lr: 2.207e-01, eta: 2 days, 22:03:56, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3573, top5_acc: 0.6034, loss_cls: 2.9171, loss: 2.9171, grad_norm: 1.4766 2020-07-18 10:39:56,564 - mmaction - INFO - Epoch [89][1060/1253] lr: 2.207e-01, eta: 2 days, 22:03:18, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3594, top5_acc: 0.6083, loss_cls: 2.9489, loss: 2.9489, grad_norm: 1.4847 2020-07-18 10:40:17,846 - mmaction - INFO - Epoch [89][1080/1253] lr: 2.207e-01, eta: 2 days, 22:02:40, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.3615, top5_acc: 0.6034, loss_cls: 2.9321, loss: 2.9321, grad_norm: 1.4564 2020-07-18 10:40:38,935 - mmaction - INFO - Epoch [89][1100/1253] lr: 2.207e-01, eta: 2 days, 22:02:00, time: 1.054, data_time: 0.001, memory: 9059, top1_acc: 0.3607, top5_acc: 0.6125, loss_cls: 2.8912, loss: 2.8912, grad_norm: 1.4520 2020-07-18 10:41:00,410 - mmaction - INFO - Epoch [89][1120/1253] lr: 2.207e-01, eta: 2 days, 22:01:23, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3497, top5_acc: 0.6104, loss_cls: 2.9191, loss: 2.9191, grad_norm: 1.4569 2020-07-18 10:41:21,784 - mmaction - INFO - Epoch [89][1140/1253] lr: 2.207e-01, eta: 2 days, 22:00:45, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3669, top5_acc: 0.6161, loss_cls: 2.8724, loss: 2.8724, grad_norm: 1.4795 2020-07-18 10:41:43,217 - mmaction - INFO - Epoch [89][1160/1253] lr: 2.207e-01, eta: 2 days, 22:00:08, time: 1.073, data_time: 0.003, memory: 9059, top1_acc: 0.3542, top5_acc: 0.6089, loss_cls: 2.9108, loss: 2.9108, grad_norm: 1.4736 2020-07-18 10:42:04,493 - mmaction - INFO - Epoch [89][1180/1253] lr: 2.207e-01, eta: 2 days, 21:59:29, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3422, top5_acc: 0.6052, loss_cls: 2.9800, loss: 2.9800, grad_norm: 1.4731 2020-07-18 10:42:26,054 - mmaction - INFO - Epoch [89][1200/1253] lr: 2.207e-01, eta: 2 days, 21:58:52, time: 1.079, data_time: 0.010, memory: 9059, top1_acc: 0.3565, top5_acc: 0.6034, loss_cls: 2.9412, loss: 2.9412, grad_norm: 1.4446 2020-07-18 10:42:47,375 - mmaction - INFO - Epoch [89][1220/1253] lr: 2.207e-01, eta: 2 days, 21:58:14, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.3708, top5_acc: 0.6156, loss_cls: 2.8776, loss: 2.8776, grad_norm: 1.4184 2020-07-18 10:43:08,837 - mmaction - INFO - Epoch [89][1240/1253] lr: 2.207e-01, eta: 2 days, 21:57:37, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3612, top5_acc: 0.6219, loss_cls: 2.8813, loss: 2.8813, grad_norm: 1.4555 2020-07-18 10:46:43,299 - mmaction - INFO - Epoch [90][20/1253] lr: 2.191e-01, eta: 2 days, 22:09:45, time: 9.574, data_time: 8.026, memory: 9059, top1_acc: 0.3542, top5_acc: 0.6091, loss_cls: 2.9215, loss: 2.9215, grad_norm: 1.4472 2020-07-18 10:47:04,638 - mmaction - INFO - Epoch [90][40/1253] lr: 2.191e-01, eta: 2 days, 22:09:07, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.3563, top5_acc: 0.6112, loss_cls: 2.8798, loss: 2.8798, grad_norm: 1.4625 2020-07-18 10:47:25,829 - mmaction - INFO - Epoch [90][60/1253] lr: 2.191e-01, eta: 2 days, 22:08:28, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3568, top5_acc: 0.6065, loss_cls: 2.9120, loss: 2.9120, grad_norm: 1.4645 2020-07-18 10:47:47,132 - mmaction - INFO - Epoch [90][80/1253] lr: 2.191e-01, eta: 2 days, 22:07:49, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3677, top5_acc: 0.6211, loss_cls: 2.8633, loss: 2.8633, grad_norm: 1.4595 2020-07-18 10:48:08,611 - mmaction - INFO - Epoch [90][100/1253] lr: 2.191e-01, eta: 2 days, 22:07:11, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.3672, top5_acc: 0.6151, loss_cls: 2.8744, loss: 2.8744, grad_norm: 1.4509 2020-07-18 10:48:29,945 - mmaction - INFO - Epoch [90][120/1253] lr: 2.191e-01, eta: 2 days, 22:06:33, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3625, top5_acc: 0.6208, loss_cls: 2.8792, loss: 2.8792, grad_norm: 1.4610 2020-07-18 10:48:51,410 - mmaction - INFO - Epoch [90][140/1253] lr: 2.191e-01, eta: 2 days, 22:05:56, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3643, top5_acc: 0.6190, loss_cls: 2.8664, loss: 2.8664, grad_norm: 1.4389 2020-07-18 10:49:12,629 - mmaction - INFO - Epoch [90][160/1253] lr: 2.191e-01, eta: 2 days, 22:05:17, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3635, top5_acc: 0.6206, loss_cls: 2.8838, loss: 2.8838, grad_norm: 1.4729 2020-07-18 10:49:34,487 - mmaction - INFO - Epoch [90][180/1253] lr: 2.191e-01, eta: 2 days, 22:04:41, time: 1.092, data_time: 0.001, memory: 9059, top1_acc: 0.3654, top5_acc: 0.6143, loss_cls: 2.8752, loss: 2.8752, grad_norm: 1.4831 2020-07-18 10:49:55,927 - mmaction - INFO - Epoch [90][200/1253] lr: 2.191e-01, eta: 2 days, 22:04:03, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3505, top5_acc: 0.6091, loss_cls: 2.9087, loss: 2.9087, grad_norm: 1.4718 2020-07-18 10:50:18,054 - mmaction - INFO - Epoch [90][220/1253] lr: 2.191e-01, eta: 2 days, 22:03:29, time: 1.101, data_time: 0.002, memory: 9059, top1_acc: 0.3745, top5_acc: 0.6279, loss_cls: 2.8444, loss: 2.8444, grad_norm: 1.4571 2020-07-18 10:50:39,975 - mmaction - INFO - Epoch [90][240/1253] lr: 2.191e-01, eta: 2 days, 22:02:54, time: 1.101, data_time: 0.021, memory: 9059, top1_acc: 0.3604, top5_acc: 0.6154, loss_cls: 2.8797, loss: 2.8797, grad_norm: 1.4782 2020-07-18 10:51:02,241 - mmaction - INFO - Epoch [90][260/1253] lr: 2.191e-01, eta: 2 days, 22:02:20, time: 1.113, data_time: 0.007, memory: 9059, top1_acc: 0.3638, top5_acc: 0.6138, loss_cls: 2.8984, loss: 2.8984, grad_norm: 1.4713 2020-07-18 10:51:23,503 - mmaction - INFO - Epoch [90][280/1253] lr: 2.191e-01, eta: 2 days, 22:01:42, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.3578, top5_acc: 0.6190, loss_cls: 2.8918, loss: 2.8918, grad_norm: 1.4923 2020-07-18 10:51:45,022 - mmaction - INFO - Epoch [90][300/1253] lr: 2.191e-01, eta: 2 days, 22:01:05, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.3599, top5_acc: 0.6148, loss_cls: 2.8909, loss: 2.8909, grad_norm: 1.4719 2020-07-18 10:52:06,473 - mmaction - INFO - Epoch [90][320/1253] lr: 2.191e-01, eta: 2 days, 22:00:27, time: 1.071, data_time: 0.001, memory: 9059, top1_acc: 0.3708, top5_acc: 0.6240, loss_cls: 2.8631, loss: 2.8631, grad_norm: 1.4693 2020-07-18 10:52:27,620 - mmaction - INFO - Epoch [90][340/1253] lr: 2.191e-01, eta: 2 days, 21:59:48, time: 1.059, data_time: 0.003, memory: 9059, top1_acc: 0.3516, top5_acc: 0.6146, loss_cls: 2.9592, loss: 2.9592, grad_norm: 1.4815 2020-07-18 10:52:48,766 - mmaction - INFO - Epoch [90][360/1253] lr: 2.191e-01, eta: 2 days, 21:59:09, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.3531, top5_acc: 0.6089, loss_cls: 2.9141, loss: 2.9141, grad_norm: 1.4706 2020-07-18 10:53:10,146 - mmaction - INFO - Epoch [90][380/1253] lr: 2.191e-01, eta: 2 days, 21:58:31, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.3656, top5_acc: 0.6146, loss_cls: 2.8858, loss: 2.8858, grad_norm: 1.4948 2020-07-18 10:53:32,607 - mmaction - INFO - Epoch [90][400/1253] lr: 2.191e-01, eta: 2 days, 21:57:59, time: 1.123, data_time: 0.002, memory: 9059, top1_acc: 0.3568, top5_acc: 0.6115, loss_cls: 2.9326, loss: 2.9326, grad_norm: 1.4702 2020-07-18 10:53:53,807 - mmaction - INFO - Epoch [90][420/1253] lr: 2.191e-01, eta: 2 days, 21:57:20, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3443, top5_acc: 0.6073, loss_cls: 2.9443, loss: 2.9443, grad_norm: 1.4647 2020-07-18 10:54:15,370 - mmaction - INFO - Epoch [90][440/1253] lr: 2.191e-01, eta: 2 days, 21:56:43, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.3695, top5_acc: 0.6221, loss_cls: 2.8605, loss: 2.8605, grad_norm: 1.4488 2020-07-18 10:54:36,916 - mmaction - INFO - Epoch [90][460/1253] lr: 2.191e-01, eta: 2 days, 21:56:06, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.3643, top5_acc: 0.6229, loss_cls: 2.8966, loss: 2.8966, grad_norm: 1.4635 2020-07-18 10:54:58,252 - mmaction - INFO - Epoch [90][480/1253] lr: 2.191e-01, eta: 2 days, 21:55:28, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3638, top5_acc: 0.6185, loss_cls: 2.9113, loss: 2.9113, grad_norm: 1.4791 2020-07-18 10:55:19,497 - mmaction - INFO - Epoch [90][500/1253] lr: 2.191e-01, eta: 2 days, 21:54:50, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3698, top5_acc: 0.6206, loss_cls: 2.8916, loss: 2.8916, grad_norm: 1.4520 2020-07-18 10:55:41,072 - mmaction - INFO - Epoch [90][520/1253] lr: 2.191e-01, eta: 2 days, 21:54:13, time: 1.078, data_time: 0.001, memory: 9059, top1_acc: 0.3549, top5_acc: 0.6049, loss_cls: 2.9530, loss: 2.9530, grad_norm: 1.4823 2020-07-18 10:56:02,496 - mmaction - INFO - Epoch [90][540/1253] lr: 2.191e-01, eta: 2 days, 21:53:35, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3646, top5_acc: 0.6151, loss_cls: 2.8900, loss: 2.8900, grad_norm: 1.4498 2020-07-18 10:56:23,703 - mmaction - INFO - Epoch [90][560/1253] lr: 2.191e-01, eta: 2 days, 21:52:57, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.3617, top5_acc: 0.6221, loss_cls: 2.8574, loss: 2.8574, grad_norm: 1.4717 2020-07-18 10:56:44,992 - mmaction - INFO - Epoch [90][580/1253] lr: 2.191e-01, eta: 2 days, 21:52:19, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3646, top5_acc: 0.6073, loss_cls: 2.9080, loss: 2.9080, grad_norm: 1.4465 2020-07-18 10:57:06,281 - mmaction - INFO - Epoch [90][600/1253] lr: 2.191e-01, eta: 2 days, 21:51:41, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3693, top5_acc: 0.6341, loss_cls: 2.8204, loss: 2.8204, grad_norm: 1.4534 2020-07-18 10:57:27,791 - mmaction - INFO - Epoch [90][620/1253] lr: 2.191e-01, eta: 2 days, 21:51:04, time: 1.075, data_time: 0.003, memory: 9059, top1_acc: 0.3865, top5_acc: 0.6380, loss_cls: 2.7898, loss: 2.7898, grad_norm: 1.4554 2020-07-18 10:57:49,502 - mmaction - INFO - Epoch [90][640/1253] lr: 2.191e-01, eta: 2 days, 21:50:28, time: 1.087, data_time: 0.003, memory: 9059, top1_acc: 0.3690, top5_acc: 0.6154, loss_cls: 2.8858, loss: 2.8858, grad_norm: 1.4786 2020-07-18 10:58:11,902 - mmaction - INFO - Epoch [90][660/1253] lr: 2.191e-01, eta: 2 days, 21:49:55, time: 1.119, data_time: 0.009, memory: 9059, top1_acc: 0.3732, top5_acc: 0.6188, loss_cls: 2.8893, loss: 2.8893, grad_norm: 1.4791 2020-07-18 10:58:33,514 - mmaction - INFO - Epoch [90][680/1253] lr: 2.191e-01, eta: 2 days, 21:49:19, time: 1.081, data_time: 0.012, memory: 9059, top1_acc: 0.3570, top5_acc: 0.5997, loss_cls: 2.9450, loss: 2.9450, grad_norm: 1.4492 2020-07-18 10:58:54,794 - mmaction - INFO - Epoch [90][700/1253] lr: 2.191e-01, eta: 2 days, 21:48:41, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3628, top5_acc: 0.6083, loss_cls: 2.9348, loss: 2.9348, grad_norm: 1.4704 2020-07-18 10:59:16,094 - mmaction - INFO - Epoch [90][720/1253] lr: 2.191e-01, eta: 2 days, 21:48:03, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3576, top5_acc: 0.6078, loss_cls: 2.9350, loss: 2.9350, grad_norm: 1.4935 2020-07-18 10:59:37,502 - mmaction - INFO - Epoch [90][740/1253] lr: 2.191e-01, eta: 2 days, 21:47:25, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3667, top5_acc: 0.6234, loss_cls: 2.8681, loss: 2.8681, grad_norm: 1.4691 2020-07-18 10:59:58,894 - mmaction - INFO - Epoch [90][760/1253] lr: 2.191e-01, eta: 2 days, 21:46:48, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3448, top5_acc: 0.6063, loss_cls: 2.9580, loss: 2.9580, grad_norm: 1.5194 2020-07-18 11:00:32,462 - mmaction - INFO - Epoch [90][780/1253] lr: 2.191e-01, eta: 2 days, 21:47:09, time: 1.669, data_time: 0.003, memory: 9059, top1_acc: 0.3635, top5_acc: 0.6221, loss_cls: 2.8992, loss: 2.8992, grad_norm: 1.5020 2020-07-18 11:00:55,231 - mmaction - INFO - Epoch [90][800/1253] lr: 2.191e-01, eta: 2 days, 21:46:40, time: 1.150, data_time: 0.016, memory: 9059, top1_acc: 0.3594, top5_acc: 0.6102, loss_cls: 2.8981, loss: 2.8981, grad_norm: 1.4795 2020-07-18 11:01:16,634 - mmaction - INFO - Epoch [90][820/1253] lr: 2.191e-01, eta: 2 days, 21:46:02, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3477, top5_acc: 0.6065, loss_cls: 2.9113, loss: 2.9113, grad_norm: 1.4747 2020-07-18 11:01:37,801 - mmaction - INFO - Epoch [90][840/1253] lr: 2.191e-01, eta: 2 days, 21:45:24, time: 1.059, data_time: 0.003, memory: 9059, top1_acc: 0.3521, top5_acc: 0.5982, loss_cls: 2.9606, loss: 2.9606, grad_norm: 1.4896 2020-07-18 11:01:59,030 - mmaction - INFO - Epoch [90][860/1253] lr: 2.191e-01, eta: 2 days, 21:44:45, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3492, top5_acc: 0.6031, loss_cls: 2.9581, loss: 2.9581, grad_norm: 1.4533 2020-07-18 11:02:20,429 - mmaction - INFO - Epoch [90][880/1253] lr: 2.191e-01, eta: 2 days, 21:44:08, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3625, top5_acc: 0.6036, loss_cls: 2.9211, loss: 2.9211, grad_norm: 1.4363 2020-07-18 11:02:41,684 - mmaction - INFO - Epoch [90][900/1253] lr: 2.191e-01, eta: 2 days, 21:43:30, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3591, top5_acc: 0.6143, loss_cls: 2.9404, loss: 2.9404, grad_norm: 1.4887 2020-07-18 11:03:02,806 - mmaction - INFO - Epoch [90][920/1253] lr: 2.191e-01, eta: 2 days, 21:42:51, time: 1.056, data_time: 0.001, memory: 9059, top1_acc: 0.3635, top5_acc: 0.6180, loss_cls: 2.9001, loss: 2.9001, grad_norm: 1.4716 2020-07-18 11:03:24,004 - mmaction - INFO - Epoch [90][940/1253] lr: 2.191e-01, eta: 2 days, 21:42:13, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3536, top5_acc: 0.6052, loss_cls: 2.9604, loss: 2.9604, grad_norm: 1.4745 2020-07-18 11:03:45,383 - mmaction - INFO - Epoch [90][960/1253] lr: 2.191e-01, eta: 2 days, 21:41:35, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3573, top5_acc: 0.6089, loss_cls: 2.9286, loss: 2.9286, grad_norm: 1.4444 2020-07-18 11:04:06,725 - mmaction - INFO - Epoch [90][980/1253] lr: 2.191e-01, eta: 2 days, 21:40:58, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3602, top5_acc: 0.6096, loss_cls: 2.9138, loss: 2.9138, grad_norm: 1.4805 2020-07-18 11:04:28,185 - mmaction - INFO - Epoch [90][1000/1253] lr: 2.191e-01, eta: 2 days, 21:40:21, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.3602, top5_acc: 0.6195, loss_cls: 2.8910, loss: 2.8910, grad_norm: 1.4587 2020-07-18 11:04:49,686 - mmaction - INFO - Epoch [90][1020/1253] lr: 2.191e-01, eta: 2 days, 21:39:44, time: 1.074, data_time: 0.001, memory: 9059, top1_acc: 0.3677, top5_acc: 0.6201, loss_cls: 2.8803, loss: 2.8803, grad_norm: 1.4480 2020-07-18 11:05:10,910 - mmaction - INFO - Epoch [90][1040/1253] lr: 2.191e-01, eta: 2 days, 21:39:06, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3591, top5_acc: 0.6086, loss_cls: 2.9206, loss: 2.9206, grad_norm: 1.4648 2020-07-18 11:05:32,723 - mmaction - INFO - Epoch [90][1060/1253] lr: 2.191e-01, eta: 2 days, 21:38:30, time: 1.091, data_time: 0.002, memory: 9059, top1_acc: 0.3565, top5_acc: 0.6115, loss_cls: 2.9315, loss: 2.9315, grad_norm: 1.4745 2020-07-18 11:05:53,911 - mmaction - INFO - Epoch [90][1080/1253] lr: 2.191e-01, eta: 2 days, 21:37:52, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3693, top5_acc: 0.6151, loss_cls: 2.8885, loss: 2.8885, grad_norm: 1.4644 2020-07-18 11:06:15,191 - mmaction - INFO - Epoch [90][1100/1253] lr: 2.191e-01, eta: 2 days, 21:37:14, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3664, top5_acc: 0.6193, loss_cls: 2.9013, loss: 2.9013, grad_norm: 1.4842 2020-07-18 11:06:36,351 - mmaction - INFO - Epoch [90][1120/1253] lr: 2.191e-01, eta: 2 days, 21:36:36, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.3495, top5_acc: 0.6055, loss_cls: 2.9681, loss: 2.9681, grad_norm: 1.5037 2020-07-18 11:07:00,380 - mmaction - INFO - Epoch [90][1140/1253] lr: 2.191e-01, eta: 2 days, 21:36:12, time: 1.201, data_time: 0.004, memory: 9059, top1_acc: 0.3469, top5_acc: 0.6065, loss_cls: 2.9536, loss: 2.9536, grad_norm: 1.4723 2020-07-18 11:07:21,749 - mmaction - INFO - Epoch [90][1160/1253] lr: 2.191e-01, eta: 2 days, 21:35:34, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.3693, top5_acc: 0.6094, loss_cls: 2.9034, loss: 2.9034, grad_norm: 1.4649 2020-07-18 11:07:44,098 - mmaction - INFO - Epoch [90][1180/1253] lr: 2.191e-01, eta: 2 days, 21:35:02, time: 1.115, data_time: 0.001, memory: 9059, top1_acc: 0.3568, top5_acc: 0.6055, loss_cls: 2.9450, loss: 2.9450, grad_norm: 1.4571 2020-07-18 11:08:05,746 - mmaction - INFO - Epoch [90][1200/1253] lr: 2.191e-01, eta: 2 days, 21:34:26, time: 1.084, data_time: 0.003, memory: 9059, top1_acc: 0.3557, top5_acc: 0.6214, loss_cls: 2.9077, loss: 2.9077, grad_norm: 1.4497 2020-07-18 11:08:26,861 - mmaction - INFO - Epoch [90][1220/1253] lr: 2.191e-01, eta: 2 days, 21:33:47, time: 1.055, data_time: 0.002, memory: 9059, top1_acc: 0.3578, top5_acc: 0.5974, loss_cls: 2.9455, loss: 2.9455, grad_norm: 1.4426 2020-07-18 11:08:48,198 - mmaction - INFO - Epoch [90][1240/1253] lr: 2.191e-01, eta: 2 days, 21:33:10, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3659, top5_acc: 0.6151, loss_cls: 2.9270, loss: 2.9270, grad_norm: 1.4443 2020-07-18 11:12:30,209 - mmaction - INFO - Epoch [91][20/1253] lr: 2.174e-01, eta: 2 days, 21:45:32, time: 10.002, data_time: 8.523, memory: 9059, top1_acc: 0.3521, top5_acc: 0.6000, loss_cls: 2.9370, loss: 2.9370, grad_norm: 1.4751 2020-07-18 11:12:52,218 - mmaction - INFO - Epoch [91][40/1253] lr: 2.174e-01, eta: 2 days, 21:44:58, time: 1.099, data_time: 0.002, memory: 9059, top1_acc: 0.3792, top5_acc: 0.6135, loss_cls: 2.8729, loss: 2.8729, grad_norm: 1.4457 2020-07-18 11:13:14,228 - mmaction - INFO - Epoch [91][60/1253] lr: 2.174e-01, eta: 2 days, 21:44:23, time: 1.101, data_time: 0.003, memory: 9059, top1_acc: 0.3742, top5_acc: 0.6349, loss_cls: 2.7763, loss: 2.7763, grad_norm: 1.4813 2020-07-18 11:13:35,712 - mmaction - INFO - Epoch [91][80/1253] lr: 2.174e-01, eta: 2 days, 21:43:46, time: 1.075, data_time: 0.003, memory: 9059, top1_acc: 0.3883, top5_acc: 0.6349, loss_cls: 2.8234, loss: 2.8234, grad_norm: 1.4786 2020-07-18 11:13:57,435 - mmaction - INFO - Epoch [91][100/1253] lr: 2.174e-01, eta: 2 days, 21:43:10, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.3753, top5_acc: 0.6289, loss_cls: 2.8427, loss: 2.8427, grad_norm: 1.4313 2020-07-18 11:14:18,825 - mmaction - INFO - Epoch [91][120/1253] lr: 2.174e-01, eta: 2 days, 21:42:32, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3753, top5_acc: 0.6237, loss_cls: 2.8403, loss: 2.8403, grad_norm: 1.5118 2020-07-18 11:14:40,431 - mmaction - INFO - Epoch [91][140/1253] lr: 2.174e-01, eta: 2 days, 21:41:56, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.3708, top5_acc: 0.6146, loss_cls: 2.9029, loss: 2.9029, grad_norm: 1.4937 2020-07-18 11:15:01,918 - mmaction - INFO - Epoch [91][160/1253] lr: 2.174e-01, eta: 2 days, 21:41:19, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.3635, top5_acc: 0.6125, loss_cls: 2.9076, loss: 2.9076, grad_norm: 1.4757 2020-07-18 11:15:23,452 - mmaction - INFO - Epoch [91][180/1253] lr: 2.174e-01, eta: 2 days, 21:40:42, time: 1.076, data_time: 0.003, memory: 9059, top1_acc: 0.3594, top5_acc: 0.6169, loss_cls: 2.9197, loss: 2.9197, grad_norm: 1.4856 2020-07-18 11:15:44,843 - mmaction - INFO - Epoch [91][200/1253] lr: 2.174e-01, eta: 2 days, 21:40:05, time: 1.071, data_time: 0.004, memory: 9059, top1_acc: 0.3711, top5_acc: 0.6427, loss_cls: 2.7975, loss: 2.7975, grad_norm: 1.4926 2020-07-18 11:16:06,013 - mmaction - INFO - Epoch [91][220/1253] lr: 2.174e-01, eta: 2 days, 21:39:26, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.3656, top5_acc: 0.6094, loss_cls: 2.9002, loss: 2.9002, grad_norm: 1.4738 2020-07-18 11:16:27,403 - mmaction - INFO - Epoch [91][240/1253] lr: 2.174e-01, eta: 2 days, 21:38:49, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3607, top5_acc: 0.6117, loss_cls: 2.9322, loss: 2.9322, grad_norm: 1.4528 2020-07-18 11:16:48,773 - mmaction - INFO - Epoch [91][260/1253] lr: 2.174e-01, eta: 2 days, 21:38:11, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.3479, top5_acc: 0.6034, loss_cls: 2.9704, loss: 2.9704, grad_norm: 1.4804 2020-07-18 11:17:09,955 - mmaction - INFO - Epoch [91][280/1253] lr: 2.174e-01, eta: 2 days, 21:37:33, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3529, top5_acc: 0.6078, loss_cls: 2.9110, loss: 2.9110, grad_norm: 1.4762 2020-07-18 11:17:31,204 - mmaction - INFO - Epoch [91][300/1253] lr: 2.174e-01, eta: 2 days, 21:36:55, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.3674, top5_acc: 0.6240, loss_cls: 2.8528, loss: 2.8528, grad_norm: 1.4493 2020-07-18 11:17:53,081 - mmaction - INFO - Epoch [91][320/1253] lr: 2.174e-01, eta: 2 days, 21:36:19, time: 1.094, data_time: 0.001, memory: 9059, top1_acc: 0.3753, top5_acc: 0.6273, loss_cls: 2.8355, loss: 2.8355, grad_norm: 1.4588 2020-07-18 11:18:14,476 - mmaction - INFO - Epoch [91][340/1253] lr: 2.174e-01, eta: 2 days, 21:35:42, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3518, top5_acc: 0.6029, loss_cls: 2.9699, loss: 2.9699, grad_norm: 1.5006 2020-07-18 11:18:35,694 - mmaction - INFO - Epoch [91][360/1253] lr: 2.174e-01, eta: 2 days, 21:35:04, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.3734, top5_acc: 0.6203, loss_cls: 2.8447, loss: 2.8447, grad_norm: 1.4672 2020-07-18 11:18:57,014 - mmaction - INFO - Epoch [91][380/1253] lr: 2.174e-01, eta: 2 days, 21:34:26, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.3552, top5_acc: 0.6096, loss_cls: 2.9273, loss: 2.9273, grad_norm: 1.4691 2020-07-18 11:19:18,470 - mmaction - INFO - Epoch [91][400/1253] lr: 2.174e-01, eta: 2 days, 21:33:49, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3768, top5_acc: 0.6227, loss_cls: 2.8626, loss: 2.8626, grad_norm: 1.4674 2020-07-18 11:19:39,592 - mmaction - INFO - Epoch [91][420/1253] lr: 2.174e-01, eta: 2 days, 21:33:11, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.3594, top5_acc: 0.6023, loss_cls: 2.9311, loss: 2.9311, grad_norm: 1.4914 2020-07-18 11:20:01,004 - mmaction - INFO - Epoch [91][440/1253] lr: 2.174e-01, eta: 2 days, 21:32:33, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3617, top5_acc: 0.6237, loss_cls: 2.8727, loss: 2.8727, grad_norm: 1.5030 2020-07-18 11:20:22,463 - mmaction - INFO - Epoch [91][460/1253] lr: 2.174e-01, eta: 2 days, 21:31:56, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3630, top5_acc: 0.6177, loss_cls: 2.8878, loss: 2.8878, grad_norm: 1.4645 2020-07-18 11:20:43,904 - mmaction - INFO - Epoch [91][480/1253] lr: 2.174e-01, eta: 2 days, 21:31:19, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3638, top5_acc: 0.6036, loss_cls: 2.9150, loss: 2.9150, grad_norm: 1.4472 2020-07-18 11:21:05,195 - mmaction - INFO - Epoch [91][500/1253] lr: 2.174e-01, eta: 2 days, 21:30:42, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3654, top5_acc: 0.6122, loss_cls: 2.9108, loss: 2.9108, grad_norm: 1.4815 2020-07-18 11:21:27,942 - mmaction - INFO - Epoch [91][520/1253] lr: 2.174e-01, eta: 2 days, 21:30:11, time: 1.137, data_time: 0.002, memory: 9059, top1_acc: 0.3578, top5_acc: 0.6141, loss_cls: 2.9416, loss: 2.9416, grad_norm: 1.4489 2020-07-18 11:21:49,475 - mmaction - INFO - Epoch [91][540/1253] lr: 2.174e-01, eta: 2 days, 21:29:34, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.3617, top5_acc: 0.6169, loss_cls: 2.9135, loss: 2.9135, grad_norm: 1.4994 2020-07-18 11:22:10,848 - mmaction - INFO - Epoch [91][560/1253] lr: 2.174e-01, eta: 2 days, 21:28:57, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.3349, top5_acc: 0.5922, loss_cls: 3.0095, loss: 3.0095, grad_norm: 1.4838 2020-07-18 11:22:32,356 - mmaction - INFO - Epoch [91][580/1253] lr: 2.174e-01, eta: 2 days, 21:28:20, time: 1.076, data_time: 0.003, memory: 9059, top1_acc: 0.3745, top5_acc: 0.6169, loss_cls: 2.8673, loss: 2.8673, grad_norm: 1.4198 2020-07-18 11:22:53,937 - mmaction - INFO - Epoch [91][600/1253] lr: 2.174e-01, eta: 2 days, 21:27:44, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.3628, top5_acc: 0.6279, loss_cls: 2.8549, loss: 2.8549, grad_norm: 1.4836 2020-07-18 11:23:15,302 - mmaction - INFO - Epoch [91][620/1253] lr: 2.174e-01, eta: 2 days, 21:27:07, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3682, top5_acc: 0.6255, loss_cls: 2.8626, loss: 2.8626, grad_norm: 1.4539 2020-07-18 11:23:36,674 - mmaction - INFO - Epoch [91][640/1253] lr: 2.174e-01, eta: 2 days, 21:26:30, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.3745, top5_acc: 0.6260, loss_cls: 2.8342, loss: 2.8342, grad_norm: 1.4633 2020-07-18 11:23:57,939 - mmaction - INFO - Epoch [91][660/1253] lr: 2.174e-01, eta: 2 days, 21:25:52, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.3586, top5_acc: 0.6130, loss_cls: 2.9054, loss: 2.9054, grad_norm: 1.4705 2020-07-18 11:24:19,250 - mmaction - INFO - Epoch [91][680/1253] lr: 2.174e-01, eta: 2 days, 21:25:14, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3680, top5_acc: 0.6135, loss_cls: 2.9050, loss: 2.9050, grad_norm: 1.4587 2020-07-18 11:24:40,639 - mmaction - INFO - Epoch [91][700/1253] lr: 2.174e-01, eta: 2 days, 21:24:37, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3615, top5_acc: 0.6120, loss_cls: 2.8863, loss: 2.8863, grad_norm: 1.4382 2020-07-18 11:25:01,897 - mmaction - INFO - Epoch [91][720/1253] lr: 2.174e-01, eta: 2 days, 21:23:59, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.3604, top5_acc: 0.6164, loss_cls: 2.9294, loss: 2.9294, grad_norm: 1.4611 2020-07-18 11:25:23,182 - mmaction - INFO - Epoch [91][740/1253] lr: 2.174e-01, eta: 2 days, 21:23:22, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3620, top5_acc: 0.6271, loss_cls: 2.8880, loss: 2.8880, grad_norm: 1.4698 2020-07-18 11:25:44,697 - mmaction - INFO - Epoch [91][760/1253] lr: 2.174e-01, eta: 2 days, 21:22:45, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.3578, top5_acc: 0.6081, loss_cls: 2.9247, loss: 2.9247, grad_norm: 1.4608 2020-07-18 11:26:06,002 - mmaction - INFO - Epoch [91][780/1253] lr: 2.174e-01, eta: 2 days, 21:22:08, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3604, top5_acc: 0.6141, loss_cls: 2.8925, loss: 2.8925, grad_norm: 1.4808 2020-07-18 11:26:27,222 - mmaction - INFO - Epoch [91][800/1253] lr: 2.174e-01, eta: 2 days, 21:21:30, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3641, top5_acc: 0.6198, loss_cls: 2.8858, loss: 2.8858, grad_norm: 1.4632 2020-07-18 11:26:48,497 - mmaction - INFO - Epoch [91][820/1253] lr: 2.174e-01, eta: 2 days, 21:20:52, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3555, top5_acc: 0.6180, loss_cls: 2.9184, loss: 2.9184, grad_norm: 1.4572 2020-07-18 11:27:09,928 - mmaction - INFO - Epoch [91][840/1253] lr: 2.174e-01, eta: 2 days, 21:20:15, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3539, top5_acc: 0.6159, loss_cls: 2.9140, loss: 2.9140, grad_norm: 1.4594 2020-07-18 11:27:32,109 - mmaction - INFO - Epoch [91][860/1253] lr: 2.174e-01, eta: 2 days, 21:19:42, time: 1.107, data_time: 0.002, memory: 9059, top1_acc: 0.3560, top5_acc: 0.6104, loss_cls: 2.9168, loss: 2.9168, grad_norm: 1.4624 2020-07-18 11:27:55,169 - mmaction - INFO - Epoch [91][880/1253] lr: 2.174e-01, eta: 2 days, 21:19:13, time: 1.156, data_time: 0.013, memory: 9059, top1_acc: 0.3620, top5_acc: 0.6180, loss_cls: 2.9258, loss: 2.9258, grad_norm: 1.4748 2020-07-18 11:28:17,593 - mmaction - INFO - Epoch [91][900/1253] lr: 2.174e-01, eta: 2 days, 21:18:41, time: 1.120, data_time: 0.023, memory: 9059, top1_acc: 0.3586, top5_acc: 0.6146, loss_cls: 2.8677, loss: 2.8677, grad_norm: 1.4704 2020-07-18 11:28:39,741 - mmaction - INFO - Epoch [91][920/1253] lr: 2.174e-01, eta: 2 days, 21:18:08, time: 1.109, data_time: 0.016, memory: 9059, top1_acc: 0.3628, top5_acc: 0.6148, loss_cls: 2.8861, loss: 2.8861, grad_norm: 1.4456 2020-07-18 11:29:00,937 - mmaction - INFO - Epoch [91][940/1253] lr: 2.174e-01, eta: 2 days, 21:17:30, time: 1.057, data_time: 0.001, memory: 9059, top1_acc: 0.3638, top5_acc: 0.6273, loss_cls: 2.8672, loss: 2.8672, grad_norm: 1.4752 2020-07-18 11:29:22,515 - mmaction - INFO - Epoch [91][960/1253] lr: 2.174e-01, eta: 2 days, 21:16:54, time: 1.079, data_time: 0.004, memory: 9059, top1_acc: 0.3570, top5_acc: 0.6188, loss_cls: 2.8935, loss: 2.8935, grad_norm: 1.4334 2020-07-18 11:29:43,795 - mmaction - INFO - Epoch [91][980/1253] lr: 2.174e-01, eta: 2 days, 21:16:16, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.3542, top5_acc: 0.5974, loss_cls: 2.9727, loss: 2.9727, grad_norm: 1.4514 2020-07-18 11:30:05,404 - mmaction - INFO - Epoch [91][1000/1253] lr: 2.174e-01, eta: 2 days, 21:15:40, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.3646, top5_acc: 0.6068, loss_cls: 2.9402, loss: 2.9402, grad_norm: 1.4636 2020-07-18 11:30:27,849 - mmaction - INFO - Epoch [91][1020/1253] lr: 2.174e-01, eta: 2 days, 21:15:08, time: 1.121, data_time: 0.003, memory: 9059, top1_acc: 0.3586, top5_acc: 0.6086, loss_cls: 2.9394, loss: 2.9394, grad_norm: 1.4798 2020-07-18 11:30:49,388 - mmaction - INFO - Epoch [91][1040/1253] lr: 2.174e-01, eta: 2 days, 21:14:32, time: 1.079, data_time: 0.004, memory: 9059, top1_acc: 0.3536, top5_acc: 0.6107, loss_cls: 2.9185, loss: 2.9185, grad_norm: 1.4462 2020-07-18 11:31:10,743 - mmaction - INFO - Epoch [91][1060/1253] lr: 2.174e-01, eta: 2 days, 21:13:55, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.3607, top5_acc: 0.6214, loss_cls: 2.9056, loss: 2.9056, grad_norm: 1.4595 2020-07-18 11:31:45,485 - mmaction - INFO - Epoch [91][1080/1253] lr: 2.174e-01, eta: 2 days, 21:14:22, time: 1.735, data_time: 0.027, memory: 9059, top1_acc: 0.3680, top5_acc: 0.6240, loss_cls: 2.8906, loss: 2.8906, grad_norm: 1.4612 2020-07-18 11:32:06,730 - mmaction - INFO - Epoch [91][1100/1253] lr: 2.174e-01, eta: 2 days, 21:13:44, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.3612, top5_acc: 0.6125, loss_cls: 2.9387, loss: 2.9387, grad_norm: 1.4679 2020-07-18 11:32:28,109 - mmaction - INFO - Epoch [91][1120/1253] lr: 2.174e-01, eta: 2 days, 21:13:07, time: 1.071, data_time: 0.004, memory: 9059, top1_acc: 0.3716, top5_acc: 0.6227, loss_cls: 2.8622, loss: 2.8622, grad_norm: 1.4522 2020-07-18 11:32:49,314 - mmaction - INFO - Epoch [91][1140/1253] lr: 2.174e-01, eta: 2 days, 21:12:29, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3469, top5_acc: 0.6089, loss_cls: 2.9090, loss: 2.9090, grad_norm: 1.4797 2020-07-18 11:33:10,602 - mmaction - INFO - Epoch [91][1160/1253] lr: 2.174e-01, eta: 2 days, 21:11:52, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3693, top5_acc: 0.6211, loss_cls: 2.8915, loss: 2.8915, grad_norm: 1.4640 2020-07-18 11:33:32,030 - mmaction - INFO - Epoch [91][1180/1253] lr: 2.174e-01, eta: 2 days, 21:11:16, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3547, top5_acc: 0.5966, loss_cls: 2.9892, loss: 2.9892, grad_norm: 1.4552 2020-07-18 11:33:53,226 - mmaction - INFO - Epoch [91][1200/1253] lr: 2.174e-01, eta: 2 days, 21:10:38, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3680, top5_acc: 0.6266, loss_cls: 2.8352, loss: 2.8352, grad_norm: 1.4413 2020-07-18 11:34:14,637 - mmaction - INFO - Epoch [91][1220/1253] lr: 2.174e-01, eta: 2 days, 21:10:01, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3573, top5_acc: 0.6036, loss_cls: 2.9352, loss: 2.9352, grad_norm: 1.4734 2020-07-18 11:34:36,136 - mmaction - INFO - Epoch [91][1240/1253] lr: 2.174e-01, eta: 2 days, 21:09:25, time: 1.078, data_time: 0.006, memory: 9059, top1_acc: 0.3646, top5_acc: 0.6289, loss_cls: 2.8735, loss: 2.8735, grad_norm: 1.4594 2020-07-18 11:38:05,941 - mmaction - INFO - Epoch [92][20/1253] lr: 2.158e-01, eta: 2 days, 21:20:18, time: 9.338, data_time: 7.606, memory: 9059, top1_acc: 0.3529, top5_acc: 0.6029, loss_cls: 2.9271, loss: 2.9271, grad_norm: 1.4631 2020-07-18 11:38:27,252 - mmaction - INFO - Epoch [92][40/1253] lr: 2.158e-01, eta: 2 days, 21:19:40, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.3784, top5_acc: 0.6148, loss_cls: 2.8597, loss: 2.8597, grad_norm: 1.4320 2020-07-18 11:38:48,715 - mmaction - INFO - Epoch [92][60/1253] lr: 2.158e-01, eta: 2 days, 21:19:03, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3781, top5_acc: 0.6266, loss_cls: 2.8369, loss: 2.8369, grad_norm: 1.4854 2020-07-18 11:39:10,118 - mmaction - INFO - Epoch [92][80/1253] lr: 2.158e-01, eta: 2 days, 21:18:26, time: 1.071, data_time: 0.003, memory: 9059, top1_acc: 0.3534, top5_acc: 0.6096, loss_cls: 2.9054, loss: 2.9054, grad_norm: 1.4797 2020-07-18 11:39:31,522 - mmaction - INFO - Epoch [92][100/1253] lr: 2.158e-01, eta: 2 days, 21:17:49, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3570, top5_acc: 0.6169, loss_cls: 2.8946, loss: 2.8946, grad_norm: 1.4456 2020-07-18 11:39:52,960 - mmaction - INFO - Epoch [92][120/1253] lr: 2.158e-01, eta: 2 days, 21:17:13, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3773, top5_acc: 0.6271, loss_cls: 2.8078, loss: 2.8078, grad_norm: 1.4513 2020-07-18 11:40:14,287 - mmaction - INFO - Epoch [92][140/1253] lr: 2.158e-01, eta: 2 days, 21:16:35, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.3698, top5_acc: 0.6242, loss_cls: 2.8479, loss: 2.8479, grad_norm: 1.4981 2020-07-18 11:40:36,711 - mmaction - INFO - Epoch [92][160/1253] lr: 2.158e-01, eta: 2 days, 21:16:03, time: 1.120, data_time: 0.012, memory: 9059, top1_acc: 0.3724, top5_acc: 0.6224, loss_cls: 2.8202, loss: 2.8202, grad_norm: 1.4839 2020-07-18 11:40:59,454 - mmaction - INFO - Epoch [92][180/1253] lr: 2.158e-01, eta: 2 days, 21:15:32, time: 1.132, data_time: 0.009, memory: 9059, top1_acc: 0.3576, top5_acc: 0.6151, loss_cls: 2.9023, loss: 2.9023, grad_norm: 1.4840 2020-07-18 11:41:21,677 - mmaction - INFO - Epoch [92][200/1253] lr: 2.158e-01, eta: 2 days, 21:14:59, time: 1.118, data_time: 0.019, memory: 9059, top1_acc: 0.3786, top5_acc: 0.6214, loss_cls: 2.8369, loss: 2.8369, grad_norm: 1.4542 2020-07-18 11:41:42,925 - mmaction - INFO - Epoch [92][220/1253] lr: 2.158e-01, eta: 2 days, 21:14:21, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3719, top5_acc: 0.6294, loss_cls: 2.8531, loss: 2.8531, grad_norm: 1.4718 2020-07-18 11:42:04,630 - mmaction - INFO - Epoch [92][240/1253] lr: 2.158e-01, eta: 2 days, 21:13:46, time: 1.085, data_time: 0.002, memory: 9059, top1_acc: 0.3690, top5_acc: 0.6250, loss_cls: 2.8616, loss: 2.8616, grad_norm: 1.4747 2020-07-18 11:42:26,191 - mmaction - INFO - Epoch [92][260/1253] lr: 2.158e-01, eta: 2 days, 21:13:10, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.3576, top5_acc: 0.6115, loss_cls: 2.9220, loss: 2.9220, grad_norm: 1.4853 2020-07-18 11:42:47,526 - mmaction - INFO - Epoch [92][280/1253] lr: 2.158e-01, eta: 2 days, 21:12:32, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.3583, top5_acc: 0.6104, loss_cls: 2.9392, loss: 2.9392, grad_norm: 1.4898 2020-07-18 11:43:09,385 - mmaction - INFO - Epoch [92][300/1253] lr: 2.158e-01, eta: 2 days, 21:11:58, time: 1.092, data_time: 0.001, memory: 9059, top1_acc: 0.3633, top5_acc: 0.6169, loss_cls: 2.8938, loss: 2.8938, grad_norm: 1.4612 2020-07-18 11:43:30,683 - mmaction - INFO - Epoch [92][320/1253] lr: 2.158e-01, eta: 2 days, 21:11:20, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3617, top5_acc: 0.6245, loss_cls: 2.8501, loss: 2.8501, grad_norm: 1.4784 2020-07-18 11:43:52,048 - mmaction - INFO - Epoch [92][340/1253] lr: 2.158e-01, eta: 2 days, 21:10:43, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3724, top5_acc: 0.6130, loss_cls: 2.9049, loss: 2.9049, grad_norm: 1.4785 2020-07-18 11:44:13,474 - mmaction - INFO - Epoch [92][360/1253] lr: 2.158e-01, eta: 2 days, 21:10:06, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3529, top5_acc: 0.6065, loss_cls: 2.9440, loss: 2.9440, grad_norm: 1.4723 2020-07-18 11:44:35,699 - mmaction - INFO - Epoch [92][380/1253] lr: 2.158e-01, eta: 2 days, 21:09:33, time: 1.109, data_time: 0.002, memory: 9059, top1_acc: 0.3563, top5_acc: 0.6096, loss_cls: 2.9397, loss: 2.9397, grad_norm: 1.4776 2020-07-18 11:44:57,989 - mmaction - INFO - Epoch [92][400/1253] lr: 2.158e-01, eta: 2 days, 21:09:01, time: 1.116, data_time: 0.014, memory: 9059, top1_acc: 0.3724, top5_acc: 0.6156, loss_cls: 2.8663, loss: 2.8663, grad_norm: 1.4634 2020-07-18 11:45:19,642 - mmaction - INFO - Epoch [92][420/1253] lr: 2.158e-01, eta: 2 days, 21:08:25, time: 1.083, data_time: 0.010, memory: 9059, top1_acc: 0.3646, top5_acc: 0.6190, loss_cls: 2.8665, loss: 2.8665, grad_norm: 1.4709 2020-07-18 11:45:40,942 - mmaction - INFO - Epoch [92][440/1253] lr: 2.158e-01, eta: 2 days, 21:07:48, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3521, top5_acc: 0.6031, loss_cls: 2.9405, loss: 2.9405, grad_norm: 1.4654 2020-07-18 11:46:02,176 - mmaction - INFO - Epoch [92][460/1253] lr: 2.158e-01, eta: 2 days, 21:07:10, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3656, top5_acc: 0.6156, loss_cls: 2.8783, loss: 2.8783, grad_norm: 1.4804 2020-07-18 11:46:23,406 - mmaction - INFO - Epoch [92][480/1253] lr: 2.158e-01, eta: 2 days, 21:06:32, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3583, top5_acc: 0.6161, loss_cls: 2.9045, loss: 2.9045, grad_norm: 1.4641 2020-07-18 11:46:45,018 - mmaction - INFO - Epoch [92][500/1253] lr: 2.158e-01, eta: 2 days, 21:05:57, time: 1.080, data_time: 0.003, memory: 9059, top1_acc: 0.3701, top5_acc: 0.6224, loss_cls: 2.8319, loss: 2.8319, grad_norm: 1.4722 2020-07-18 11:47:06,458 - mmaction - INFO - Epoch [92][520/1253] lr: 2.158e-01, eta: 2 days, 21:05:20, time: 1.074, data_time: 0.004, memory: 9059, top1_acc: 0.3688, top5_acc: 0.6315, loss_cls: 2.8249, loss: 2.8249, grad_norm: 1.4854 2020-07-18 11:47:28,292 - mmaction - INFO - Epoch [92][540/1253] lr: 2.158e-01, eta: 2 days, 21:04:45, time: 1.091, data_time: 0.002, memory: 9059, top1_acc: 0.3659, top5_acc: 0.6063, loss_cls: 2.9137, loss: 2.9137, grad_norm: 1.4651 2020-07-18 11:47:49,495 - mmaction - INFO - Epoch [92][560/1253] lr: 2.158e-01, eta: 2 days, 21:04:08, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3594, top5_acc: 0.6169, loss_cls: 2.8773, loss: 2.8773, grad_norm: 1.4843 2020-07-18 11:48:10,715 - mmaction - INFO - Epoch [92][580/1253] lr: 2.158e-01, eta: 2 days, 21:03:30, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3750, top5_acc: 0.6219, loss_cls: 2.8422, loss: 2.8422, grad_norm: 1.4805 2020-07-18 11:48:32,141 - mmaction - INFO - Epoch [92][600/1253] lr: 2.158e-01, eta: 2 days, 21:02:54, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3602, top5_acc: 0.6104, loss_cls: 2.9021, loss: 2.9021, grad_norm: 1.4899 2020-07-18 11:48:53,389 - mmaction - INFO - Epoch [92][620/1253] lr: 2.158e-01, eta: 2 days, 21:02:16, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3656, top5_acc: 0.6193, loss_cls: 2.8821, loss: 2.8821, grad_norm: 1.4825 2020-07-18 11:49:15,064 - mmaction - INFO - Epoch [92][640/1253] lr: 2.158e-01, eta: 2 days, 21:01:41, time: 1.084, data_time: 0.002, memory: 9059, top1_acc: 0.3760, top5_acc: 0.6365, loss_cls: 2.8290, loss: 2.8290, grad_norm: 1.4810 2020-07-18 11:49:36,368 - mmaction - INFO - Epoch [92][660/1253] lr: 2.158e-01, eta: 2 days, 21:01:04, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3714, top5_acc: 0.6214, loss_cls: 2.8645, loss: 2.8645, grad_norm: 1.4914 2020-07-18 11:49:57,594 - mmaction - INFO - Epoch [92][680/1253] lr: 2.158e-01, eta: 2 days, 21:00:26, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3750, top5_acc: 0.6302, loss_cls: 2.8338, loss: 2.8338, grad_norm: 1.4710 2020-07-18 11:50:18,851 - mmaction - INFO - Epoch [92][700/1253] lr: 2.158e-01, eta: 2 days, 20:59:49, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.3615, top5_acc: 0.6117, loss_cls: 2.9344, loss: 2.9344, grad_norm: 1.5000 2020-07-18 11:50:40,264 - mmaction - INFO - Epoch [92][720/1253] lr: 2.158e-01, eta: 2 days, 20:59:12, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3789, top5_acc: 0.6281, loss_cls: 2.7984, loss: 2.7984, grad_norm: 1.4574 2020-07-18 11:51:01,923 - mmaction - INFO - Epoch [92][740/1253] lr: 2.158e-01, eta: 2 days, 20:58:37, time: 1.082, data_time: 0.001, memory: 9059, top1_acc: 0.3536, top5_acc: 0.6112, loss_cls: 2.9236, loss: 2.9236, grad_norm: 1.5045 2020-07-18 11:51:23,250 - mmaction - INFO - Epoch [92][760/1253] lr: 2.158e-01, eta: 2 days, 20:58:00, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3661, top5_acc: 0.6135, loss_cls: 2.9381, loss: 2.9381, grad_norm: 1.4699 2020-07-18 11:51:44,531 - mmaction - INFO - Epoch [92][780/1253] lr: 2.158e-01, eta: 2 days, 20:57:23, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3807, top5_acc: 0.6320, loss_cls: 2.8421, loss: 2.8421, grad_norm: 1.5102 2020-07-18 11:52:05,862 - mmaction - INFO - Epoch [92][800/1253] lr: 2.158e-01, eta: 2 days, 20:56:46, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3589, top5_acc: 0.6055, loss_cls: 2.9235, loss: 2.9235, grad_norm: 1.4550 2020-07-18 11:52:27,237 - mmaction - INFO - Epoch [92][820/1253] lr: 2.158e-01, eta: 2 days, 20:56:09, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.3521, top5_acc: 0.6130, loss_cls: 2.9304, loss: 2.9304, grad_norm: 1.4899 2020-07-18 11:52:48,532 - mmaction - INFO - Epoch [92][840/1253] lr: 2.158e-01, eta: 2 days, 20:55:32, time: 1.064, data_time: 0.005, memory: 9059, top1_acc: 0.3581, top5_acc: 0.6073, loss_cls: 2.9379, loss: 2.9379, grad_norm: 1.4647 2020-07-18 11:53:10,885 - mmaction - INFO - Epoch [92][860/1253] lr: 2.158e-01, eta: 2 days, 20:55:00, time: 1.118, data_time: 0.002, memory: 9059, top1_acc: 0.3526, top5_acc: 0.6073, loss_cls: 2.8995, loss: 2.8995, grad_norm: 1.4932 2020-07-18 11:53:32,261 - mmaction - INFO - Epoch [92][880/1253] lr: 2.158e-01, eta: 2 days, 20:54:23, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3664, top5_acc: 0.6073, loss_cls: 2.8985, loss: 2.8985, grad_norm: 1.4562 2020-07-18 11:53:53,496 - mmaction - INFO - Epoch [92][900/1253] lr: 2.158e-01, eta: 2 days, 20:53:46, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3622, top5_acc: 0.6112, loss_cls: 2.9127, loss: 2.9127, grad_norm: 1.4886 2020-07-18 11:54:14,958 - mmaction - INFO - Epoch [92][920/1253] lr: 2.158e-01, eta: 2 days, 20:53:10, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3716, top5_acc: 0.6086, loss_cls: 2.9228, loss: 2.9228, grad_norm: 1.4925 2020-07-18 11:54:36,335 - mmaction - INFO - Epoch [92][940/1253] lr: 2.158e-01, eta: 2 days, 20:52:33, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3628, top5_acc: 0.6099, loss_cls: 2.9246, loss: 2.9246, grad_norm: 1.4831 2020-07-18 11:54:57,638 - mmaction - INFO - Epoch [92][960/1253] lr: 2.158e-01, eta: 2 days, 20:51:56, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3557, top5_acc: 0.6057, loss_cls: 2.9561, loss: 2.9561, grad_norm: 1.4582 2020-07-18 11:55:18,932 - mmaction - INFO - Epoch [92][980/1253] lr: 2.158e-01, eta: 2 days, 20:51:19, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.3719, top5_acc: 0.6143, loss_cls: 2.8861, loss: 2.8861, grad_norm: 1.4728 2020-07-18 11:55:40,208 - mmaction - INFO - Epoch [92][1000/1253] lr: 2.158e-01, eta: 2 days, 20:50:42, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.3625, top5_acc: 0.6146, loss_cls: 2.8763, loss: 2.8763, grad_norm: 1.4350 2020-07-18 11:56:01,292 - mmaction - INFO - Epoch [92][1020/1253] lr: 2.158e-01, eta: 2 days, 20:50:04, time: 1.055, data_time: 0.002, memory: 9059, top1_acc: 0.3737, top5_acc: 0.6148, loss_cls: 2.8859, loss: 2.8859, grad_norm: 1.4221 2020-07-18 11:56:22,671 - mmaction - INFO - Epoch [92][1040/1253] lr: 2.158e-01, eta: 2 days, 20:49:28, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.3693, top5_acc: 0.6125, loss_cls: 2.8786, loss: 2.8786, grad_norm: 1.4531 2020-07-18 11:56:43,933 - mmaction - INFO - Epoch [92][1060/1253] lr: 2.158e-01, eta: 2 days, 20:48:51, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3711, top5_acc: 0.6161, loss_cls: 2.8830, loss: 2.8830, grad_norm: 1.4539 2020-07-18 11:57:05,187 - mmaction - INFO - Epoch [92][1080/1253] lr: 2.158e-01, eta: 2 days, 20:48:14, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3669, top5_acc: 0.6154, loss_cls: 2.8902, loss: 2.8902, grad_norm: 1.4644 2020-07-18 11:57:26,469 - mmaction - INFO - Epoch [92][1100/1253] lr: 2.158e-01, eta: 2 days, 20:47:37, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.3544, top5_acc: 0.6096, loss_cls: 2.9462, loss: 2.9462, grad_norm: 1.5035 2020-07-18 11:57:47,873 - mmaction - INFO - Epoch [92][1120/1253] lr: 2.158e-01, eta: 2 days, 20:47:01, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3557, top5_acc: 0.6107, loss_cls: 2.9162, loss: 2.9162, grad_norm: 1.4726 2020-07-18 11:58:09,124 - mmaction - INFO - Epoch [92][1140/1253] lr: 2.158e-01, eta: 2 days, 20:46:24, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3492, top5_acc: 0.5917, loss_cls: 2.9815, loss: 2.9815, grad_norm: 1.4356 2020-07-18 11:58:30,260 - mmaction - INFO - Epoch [92][1160/1253] lr: 2.158e-01, eta: 2 days, 20:45:46, time: 1.056, data_time: 0.001, memory: 9059, top1_acc: 0.3667, top5_acc: 0.6174, loss_cls: 2.9073, loss: 2.9073, grad_norm: 1.4751 2020-07-18 11:58:51,637 - mmaction - INFO - Epoch [92][1180/1253] lr: 2.158e-01, eta: 2 days, 20:45:10, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3555, top5_acc: 0.6133, loss_cls: 2.8992, loss: 2.8992, grad_norm: 1.4611 2020-07-18 11:59:13,070 - mmaction - INFO - Epoch [92][1200/1253] lr: 2.158e-01, eta: 2 days, 20:44:33, time: 1.072, data_time: 0.001, memory: 9059, top1_acc: 0.3604, top5_acc: 0.6104, loss_cls: 2.9055, loss: 2.9055, grad_norm: 1.4636 2020-07-18 11:59:34,535 - mmaction - INFO - Epoch [92][1220/1253] lr: 2.158e-01, eta: 2 days, 20:43:57, time: 1.072, data_time: 0.001, memory: 9059, top1_acc: 0.3690, top5_acc: 0.6245, loss_cls: 2.8264, loss: 2.8264, grad_norm: 1.4574 2020-07-18 11:59:55,619 - mmaction - INFO - Epoch [92][1240/1253] lr: 2.158e-01, eta: 2 days, 20:43:20, time: 1.055, data_time: 0.002, memory: 9059, top1_acc: 0.3492, top5_acc: 0.6102, loss_cls: 2.9657, loss: 2.9657, grad_norm: 1.4788 2020-07-18 12:00:35,817 - mmaction - INFO - Saving checkpoint at 92 epochs 2020-07-18 12:04:32,371 - mmaction - INFO - Epoch [93][20/1253] lr: 2.141e-01, eta: 2 days, 20:57:21, time: 11.664, data_time: 10.405, memory: 9059, top1_acc: 0.3599, top5_acc: 0.6219, loss_cls: 2.8509, loss: 2.8509, grad_norm: 1.4549 2020-07-18 12:04:53,839 - mmaction - INFO - Epoch [93][40/1253] lr: 2.141e-01, eta: 2 days, 20:56:45, time: 1.075, data_time: 0.005, memory: 9059, top1_acc: 0.3693, top5_acc: 0.6268, loss_cls: 2.8596, loss: 2.8596, grad_norm: 1.4807 2020-07-18 12:05:15,212 - mmaction - INFO - Epoch [93][60/1253] lr: 2.141e-01, eta: 2 days, 20:56:08, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.3625, top5_acc: 0.6195, loss_cls: 2.9128, loss: 2.9128, grad_norm: 1.4333 2020-07-18 12:05:36,467 - mmaction - INFO - Epoch [93][80/1253] lr: 2.141e-01, eta: 2 days, 20:55:31, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3773, top5_acc: 0.6242, loss_cls: 2.8288, loss: 2.8288, grad_norm: 1.4687 2020-07-18 12:05:58,045 - mmaction - INFO - Epoch [93][100/1253] lr: 2.141e-01, eta: 2 days, 20:54:55, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.3622, top5_acc: 0.6214, loss_cls: 2.8740, loss: 2.8740, grad_norm: 1.4978 2020-07-18 12:06:19,357 - mmaction - INFO - Epoch [93][120/1253] lr: 2.141e-01, eta: 2 days, 20:54:18, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3620, top5_acc: 0.6237, loss_cls: 2.8541, loss: 2.8541, grad_norm: 1.4698 2020-07-18 12:06:40,563 - mmaction - INFO - Epoch [93][140/1253] lr: 2.141e-01, eta: 2 days, 20:53:40, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3578, top5_acc: 0.6096, loss_cls: 2.9248, loss: 2.9248, grad_norm: 1.4537 2020-07-18 12:07:01,855 - mmaction - INFO - Epoch [93][160/1253] lr: 2.141e-01, eta: 2 days, 20:53:03, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.3669, top5_acc: 0.6344, loss_cls: 2.8382, loss: 2.8382, grad_norm: 1.4622 2020-07-18 12:07:23,221 - mmaction - INFO - Epoch [93][180/1253] lr: 2.141e-01, eta: 2 days, 20:52:26, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.3607, top5_acc: 0.6133, loss_cls: 2.9190, loss: 2.9190, grad_norm: 1.5049 2020-07-18 12:07:44,409 - mmaction - INFO - Epoch [93][200/1253] lr: 2.141e-01, eta: 2 days, 20:51:49, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3526, top5_acc: 0.6122, loss_cls: 2.9267, loss: 2.9267, grad_norm: 1.4806 2020-07-18 12:08:05,904 - mmaction - INFO - Epoch [93][220/1253] lr: 2.141e-01, eta: 2 days, 20:51:13, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.3742, top5_acc: 0.6341, loss_cls: 2.8227, loss: 2.8227, grad_norm: 1.4139 2020-07-18 12:08:27,125 - mmaction - INFO - Epoch [93][240/1253] lr: 2.141e-01, eta: 2 days, 20:50:35, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3792, top5_acc: 0.6216, loss_cls: 2.8623, loss: 2.8623, grad_norm: 1.4574 2020-07-18 12:08:48,392 - mmaction - INFO - Epoch [93][260/1253] lr: 2.141e-01, eta: 2 days, 20:49:58, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.3753, top5_acc: 0.6141, loss_cls: 2.8683, loss: 2.8683, grad_norm: 1.5097 2020-07-18 12:09:09,696 - mmaction - INFO - Epoch [93][280/1253] lr: 2.141e-01, eta: 2 days, 20:49:21, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3565, top5_acc: 0.6099, loss_cls: 2.9091, loss: 2.9091, grad_norm: 1.4757 2020-07-18 12:09:31,019 - mmaction - INFO - Epoch [93][300/1253] lr: 2.141e-01, eta: 2 days, 20:48:44, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.3690, top5_acc: 0.6255, loss_cls: 2.8615, loss: 2.8615, grad_norm: 1.4676 2020-07-18 12:09:52,388 - mmaction - INFO - Epoch [93][320/1253] lr: 2.141e-01, eta: 2 days, 20:48:07, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3583, top5_acc: 0.6120, loss_cls: 2.9119, loss: 2.9119, grad_norm: 1.4799 2020-07-18 12:10:13,995 - mmaction - INFO - Epoch [93][340/1253] lr: 2.141e-01, eta: 2 days, 20:47:32, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.3503, top5_acc: 0.6096, loss_cls: 2.9142, loss: 2.9142, grad_norm: 1.4894 2020-07-18 12:10:35,737 - mmaction - INFO - Epoch [93][360/1253] lr: 2.141e-01, eta: 2 days, 20:46:57, time: 1.087, data_time: 0.003, memory: 9059, top1_acc: 0.3708, top5_acc: 0.6276, loss_cls: 2.8496, loss: 2.8496, grad_norm: 1.4789 2020-07-18 12:10:57,404 - mmaction - INFO - Epoch [93][380/1253] lr: 2.141e-01, eta: 2 days, 20:46:21, time: 1.083, data_time: 0.002, memory: 9059, top1_acc: 0.3560, top5_acc: 0.6073, loss_cls: 2.9272, loss: 2.9272, grad_norm: 1.4300 2020-07-18 12:11:18,730 - mmaction - INFO - Epoch [93][400/1253] lr: 2.141e-01, eta: 2 days, 20:45:45, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3594, top5_acc: 0.6214, loss_cls: 2.8746, loss: 2.8746, grad_norm: 1.4728 2020-07-18 12:11:40,158 - mmaction - INFO - Epoch [93][420/1253] lr: 2.141e-01, eta: 2 days, 20:45:08, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3617, top5_acc: 0.6177, loss_cls: 2.9114, loss: 2.9114, grad_norm: 1.4861 2020-07-18 12:12:01,396 - mmaction - INFO - Epoch [93][440/1253] lr: 2.141e-01, eta: 2 days, 20:44:31, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3758, top5_acc: 0.6266, loss_cls: 2.8427, loss: 2.8427, grad_norm: 1.4606 2020-07-18 12:12:23,020 - mmaction - INFO - Epoch [93][460/1253] lr: 2.141e-01, eta: 2 days, 20:43:56, time: 1.080, data_time: 0.001, memory: 9059, top1_acc: 0.3674, top5_acc: 0.6130, loss_cls: 2.8806, loss: 2.8806, grad_norm: 1.4955 2020-07-18 12:12:44,325 - mmaction - INFO - Epoch [93][480/1253] lr: 2.141e-01, eta: 2 days, 20:43:19, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.3672, top5_acc: 0.6031, loss_cls: 2.9171, loss: 2.9171, grad_norm: 1.4925 2020-07-18 12:13:05,536 - mmaction - INFO - Epoch [93][500/1253] lr: 2.141e-01, eta: 2 days, 20:42:42, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3583, top5_acc: 0.6122, loss_cls: 2.8924, loss: 2.8924, grad_norm: 1.4677 2020-07-18 12:13:26,831 - mmaction - INFO - Epoch [93][520/1253] lr: 2.141e-01, eta: 2 days, 20:42:05, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3693, top5_acc: 0.6164, loss_cls: 2.8905, loss: 2.8905, grad_norm: 1.4555 2020-07-18 12:13:48,048 - mmaction - INFO - Epoch [93][540/1253] lr: 2.141e-01, eta: 2 days, 20:41:27, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3878, top5_acc: 0.6263, loss_cls: 2.8340, loss: 2.8340, grad_norm: 1.4505 2020-07-18 12:14:09,460 - mmaction - INFO - Epoch [93][560/1253] lr: 2.141e-01, eta: 2 days, 20:40:51, time: 1.071, data_time: 0.003, memory: 9059, top1_acc: 0.3651, top5_acc: 0.6120, loss_cls: 2.8716, loss: 2.8716, grad_norm: 1.5085 2020-07-18 12:14:30,828 - mmaction - INFO - Epoch [93][580/1253] lr: 2.141e-01, eta: 2 days, 20:40:15, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3625, top5_acc: 0.6133, loss_cls: 2.9041, loss: 2.9041, grad_norm: 1.4645 2020-07-18 12:14:52,788 - mmaction - INFO - Epoch [93][600/1253] lr: 2.141e-01, eta: 2 days, 20:39:41, time: 1.098, data_time: 0.002, memory: 9059, top1_acc: 0.3656, top5_acc: 0.6208, loss_cls: 2.8630, loss: 2.8630, grad_norm: 1.4479 2020-07-18 12:15:14,022 - mmaction - INFO - Epoch [93][620/1253] lr: 2.141e-01, eta: 2 days, 20:39:03, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3703, top5_acc: 0.6266, loss_cls: 2.8754, loss: 2.8754, grad_norm: 1.4645 2020-07-18 12:15:35,320 - mmaction - INFO - Epoch [93][640/1253] lr: 2.141e-01, eta: 2 days, 20:38:27, time: 1.066, data_time: 0.004, memory: 9059, top1_acc: 0.3596, top5_acc: 0.6122, loss_cls: 2.9051, loss: 2.9051, grad_norm: 1.4955 2020-07-18 12:15:56,776 - mmaction - INFO - Epoch [93][660/1253] lr: 2.141e-01, eta: 2 days, 20:37:51, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.3760, top5_acc: 0.6260, loss_cls: 2.8507, loss: 2.8507, grad_norm: 1.4597 2020-07-18 12:16:18,127 - mmaction - INFO - Epoch [93][680/1253] lr: 2.141e-01, eta: 2 days, 20:37:14, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.3602, top5_acc: 0.6135, loss_cls: 2.9079, loss: 2.9079, grad_norm: 1.4598 2020-07-18 12:16:39,508 - mmaction - INFO - Epoch [93][700/1253] lr: 2.141e-01, eta: 2 days, 20:36:38, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3521, top5_acc: 0.6117, loss_cls: 2.9643, loss: 2.9643, grad_norm: 1.4795 2020-07-18 12:17:00,779 - mmaction - INFO - Epoch [93][720/1253] lr: 2.141e-01, eta: 2 days, 20:36:01, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3573, top5_acc: 0.6146, loss_cls: 2.9079, loss: 2.9079, grad_norm: 1.4686 2020-07-18 12:17:22,010 - mmaction - INFO - Epoch [93][740/1253] lr: 2.141e-01, eta: 2 days, 20:35:24, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3568, top5_acc: 0.6177, loss_cls: 2.8750, loss: 2.8750, grad_norm: 1.5006 2020-07-18 12:17:43,721 - mmaction - INFO - Epoch [93][760/1253] lr: 2.141e-01, eta: 2 days, 20:34:49, time: 1.086, data_time: 0.003, memory: 9059, top1_acc: 0.3557, top5_acc: 0.6174, loss_cls: 2.9093, loss: 2.9093, grad_norm: 1.4982 2020-07-18 12:18:04,942 - mmaction - INFO - Epoch [93][780/1253] lr: 2.141e-01, eta: 2 days, 20:34:12, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3552, top5_acc: 0.6003, loss_cls: 2.9198, loss: 2.9198, grad_norm: 1.5072 2020-07-18 12:18:26,311 - mmaction - INFO - Epoch [93][800/1253] lr: 2.141e-01, eta: 2 days, 20:33:36, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.3607, top5_acc: 0.6177, loss_cls: 2.8696, loss: 2.8696, grad_norm: 1.4627 2020-07-18 12:18:47,558 - mmaction - INFO - Epoch [93][820/1253] lr: 2.141e-01, eta: 2 days, 20:32:59, time: 1.063, data_time: 0.004, memory: 9059, top1_acc: 0.3539, top5_acc: 0.5896, loss_cls: 2.9698, loss: 2.9698, grad_norm: 1.5205 2020-07-18 12:19:08,779 - mmaction - INFO - Epoch [93][840/1253] lr: 2.141e-01, eta: 2 days, 20:32:22, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3630, top5_acc: 0.6211, loss_cls: 2.8821, loss: 2.8821, grad_norm: 1.4649 2020-07-18 12:19:30,152 - mmaction - INFO - Epoch [93][860/1253] lr: 2.141e-01, eta: 2 days, 20:31:46, time: 1.071, data_time: 0.003, memory: 9059, top1_acc: 0.3583, top5_acc: 0.6174, loss_cls: 2.8906, loss: 2.8906, grad_norm: 1.4587 2020-07-18 12:19:51,434 - mmaction - INFO - Epoch [93][880/1253] lr: 2.141e-01, eta: 2 days, 20:31:09, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.3638, top5_acc: 0.6034, loss_cls: 2.9154, loss: 2.9154, grad_norm: 1.4582 2020-07-18 12:20:12,707 - mmaction - INFO - Epoch [93][900/1253] lr: 2.141e-01, eta: 2 days, 20:30:32, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3693, top5_acc: 0.6292, loss_cls: 2.8394, loss: 2.8394, grad_norm: 1.4693 2020-07-18 12:20:34,440 - mmaction - INFO - Epoch [93][920/1253] lr: 2.141e-01, eta: 2 days, 20:29:57, time: 1.087, data_time: 0.003, memory: 9059, top1_acc: 0.3674, top5_acc: 0.6146, loss_cls: 2.8623, loss: 2.8623, grad_norm: 1.4756 2020-07-18 12:20:55,675 - mmaction - INFO - Epoch [93][940/1253] lr: 2.141e-01, eta: 2 days, 20:29:20, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3685, top5_acc: 0.6237, loss_cls: 2.8678, loss: 2.8678, grad_norm: 1.4839 2020-07-18 12:21:17,362 - mmaction - INFO - Epoch [93][960/1253] lr: 2.141e-01, eta: 2 days, 20:28:46, time: 1.085, data_time: 0.003, memory: 9059, top1_acc: 0.3755, top5_acc: 0.6216, loss_cls: 2.8409, loss: 2.8409, grad_norm: 1.4648 2020-07-18 12:21:38,618 - mmaction - INFO - Epoch [93][980/1253] lr: 2.141e-01, eta: 2 days, 20:28:09, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3669, top5_acc: 0.6286, loss_cls: 2.8482, loss: 2.8482, grad_norm: 1.5052 2020-07-18 12:22:00,088 - mmaction - INFO - Epoch [93][1000/1253] lr: 2.141e-01, eta: 2 days, 20:27:33, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.3570, top5_acc: 0.6146, loss_cls: 2.9401, loss: 2.9401, grad_norm: 1.5356 2020-07-18 12:22:21,709 - mmaction - INFO - Epoch [93][1020/1253] lr: 2.141e-01, eta: 2 days, 20:26:58, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.3607, top5_acc: 0.6076, loss_cls: 2.9413, loss: 2.9413, grad_norm: 1.4464 2020-07-18 12:22:42,783 - mmaction - INFO - Epoch [93][1040/1253] lr: 2.141e-01, eta: 2 days, 20:26:20, time: 1.053, data_time: 0.002, memory: 9059, top1_acc: 0.3536, top5_acc: 0.6036, loss_cls: 2.9709, loss: 2.9709, grad_norm: 1.4709 2020-07-18 12:23:04,080 - mmaction - INFO - Epoch [93][1060/1253] lr: 2.141e-01, eta: 2 days, 20:25:44, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3599, top5_acc: 0.6177, loss_cls: 2.9035, loss: 2.9035, grad_norm: 1.4809 2020-07-18 12:23:25,802 - mmaction - INFO - Epoch [93][1080/1253] lr: 2.141e-01, eta: 2 days, 20:25:09, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.3604, top5_acc: 0.6135, loss_cls: 2.8977, loss: 2.8977, grad_norm: 1.4784 2020-07-18 12:23:47,112 - mmaction - INFO - Epoch [93][1100/1253] lr: 2.141e-01, eta: 2 days, 20:24:33, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3492, top5_acc: 0.6026, loss_cls: 2.9600, loss: 2.9600, grad_norm: 1.5047 2020-07-18 12:24:08,536 - mmaction - INFO - Epoch [93][1120/1253] lr: 2.141e-01, eta: 2 days, 20:23:57, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3661, top5_acc: 0.6094, loss_cls: 2.8891, loss: 2.8891, grad_norm: 1.4849 2020-07-18 12:24:29,799 - mmaction - INFO - Epoch [93][1140/1253] lr: 2.141e-01, eta: 2 days, 20:23:20, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3503, top5_acc: 0.6060, loss_cls: 2.9465, loss: 2.9465, grad_norm: 1.4508 2020-07-18 12:24:51,435 - mmaction - INFO - Epoch [93][1160/1253] lr: 2.141e-01, eta: 2 days, 20:22:45, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.3594, top5_acc: 0.6177, loss_cls: 2.9138, loss: 2.9138, grad_norm: 1.4651 2020-07-18 12:25:12,772 - mmaction - INFO - Epoch [93][1180/1253] lr: 2.141e-01, eta: 2 days, 20:22:09, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3625, top5_acc: 0.6148, loss_cls: 2.9324, loss: 2.9324, grad_norm: 1.4681 2020-07-18 12:25:34,014 - mmaction - INFO - Epoch [93][1200/1253] lr: 2.141e-01, eta: 2 days, 20:21:32, time: 1.064, data_time: 0.004, memory: 9059, top1_acc: 0.3747, top5_acc: 0.6195, loss_cls: 2.8642, loss: 2.8642, grad_norm: 1.4783 2020-07-18 12:25:55,356 - mmaction - INFO - Epoch [93][1220/1253] lr: 2.141e-01, eta: 2 days, 20:20:56, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3810, top5_acc: 0.6253, loss_cls: 2.8517, loss: 2.8517, grad_norm: 1.4373 2020-07-18 12:26:16,876 - mmaction - INFO - Epoch [93][1240/1253] lr: 2.141e-01, eta: 2 days, 20:20:21, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.3617, top5_acc: 0.6109, loss_cls: 2.8874, loss: 2.8874, grad_norm: 1.4514 2020-07-18 12:29:40,516 - mmaction - INFO - Epoch [94][20/1253] lr: 2.125e-01, eta: 2 days, 20:30:15, time: 9.189, data_time: 7.782, memory: 9059, top1_acc: 0.3664, top5_acc: 0.6237, loss_cls: 2.8563, loss: 2.8563, grad_norm: 1.4452 2020-07-18 12:30:02,901 - mmaction - INFO - Epoch [94][40/1253] lr: 2.125e-01, eta: 2 days, 20:29:43, time: 1.120, data_time: 0.002, memory: 9059, top1_acc: 0.3818, top5_acc: 0.6263, loss_cls: 2.8452, loss: 2.8452, grad_norm: 1.4555 2020-07-18 12:30:25,212 - mmaction - INFO - Epoch [94][60/1253] lr: 2.125e-01, eta: 2 days, 20:29:11, time: 1.116, data_time: 0.002, memory: 9059, top1_acc: 0.3922, top5_acc: 0.6318, loss_cls: 2.8010, loss: 2.8010, grad_norm: 1.4762 2020-07-18 12:30:47,219 - mmaction - INFO - Epoch [94][80/1253] lr: 2.125e-01, eta: 2 days, 20:28:37, time: 1.100, data_time: 0.002, memory: 9059, top1_acc: 0.3703, top5_acc: 0.6339, loss_cls: 2.8099, loss: 2.8099, grad_norm: 1.4988 2020-07-18 12:31:08,950 - mmaction - INFO - Epoch [94][100/1253] lr: 2.125e-01, eta: 2 days, 20:28:03, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.3833, top5_acc: 0.6333, loss_cls: 2.7952, loss: 2.7952, grad_norm: 1.4558 2020-07-18 12:31:30,373 - mmaction - INFO - Epoch [94][120/1253] lr: 2.125e-01, eta: 2 days, 20:27:27, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3661, top5_acc: 0.6070, loss_cls: 2.8672, loss: 2.8672, grad_norm: 1.4831 2020-07-18 12:31:51,727 - mmaction - INFO - Epoch [94][140/1253] lr: 2.125e-01, eta: 2 days, 20:26:50, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.3781, top5_acc: 0.6346, loss_cls: 2.8028, loss: 2.8028, grad_norm: 1.4491 2020-07-18 12:32:12,961 - mmaction - INFO - Epoch [94][160/1253] lr: 2.125e-01, eta: 2 days, 20:26:13, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3635, top5_acc: 0.6036, loss_cls: 2.9007, loss: 2.9007, grad_norm: 1.4823 2020-07-18 12:32:34,256 - mmaction - INFO - Epoch [94][180/1253] lr: 2.125e-01, eta: 2 days, 20:25:37, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3844, top5_acc: 0.6352, loss_cls: 2.7687, loss: 2.7687, grad_norm: 1.4682 2020-07-18 12:32:55,642 - mmaction - INFO - Epoch [94][200/1253] lr: 2.125e-01, eta: 2 days, 20:25:00, time: 1.070, data_time: 0.005, memory: 9059, top1_acc: 0.3604, top5_acc: 0.6188, loss_cls: 2.8767, loss: 2.8767, grad_norm: 1.5223 2020-07-18 12:33:16,828 - mmaction - INFO - Epoch [94][220/1253] lr: 2.125e-01, eta: 2 days, 20:24:23, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3458, top5_acc: 0.6174, loss_cls: 2.9068, loss: 2.9068, grad_norm: 1.5055 2020-07-18 12:33:38,203 - mmaction - INFO - Epoch [94][240/1253] lr: 2.125e-01, eta: 2 days, 20:23:47, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3659, top5_acc: 0.6161, loss_cls: 2.8948, loss: 2.8948, grad_norm: 1.4523 2020-07-18 12:34:00,157 - mmaction - INFO - Epoch [94][260/1253] lr: 2.125e-01, eta: 2 days, 20:23:13, time: 1.098, data_time: 0.002, memory: 9059, top1_acc: 0.3677, top5_acc: 0.6151, loss_cls: 2.8484, loss: 2.8484, grad_norm: 1.4584 2020-07-18 12:34:21,368 - mmaction - INFO - Epoch [94][280/1253] lr: 2.125e-01, eta: 2 days, 20:22:36, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3771, top5_acc: 0.6227, loss_cls: 2.8976, loss: 2.8976, grad_norm: 1.4873 2020-07-18 12:34:42,560 - mmaction - INFO - Epoch [94][300/1253] lr: 2.125e-01, eta: 2 days, 20:21:59, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3878, top5_acc: 0.6281, loss_cls: 2.8247, loss: 2.8247, grad_norm: 1.4554 2020-07-18 12:35:04,057 - mmaction - INFO - Epoch [94][320/1253] lr: 2.125e-01, eta: 2 days, 20:21:23, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3714, top5_acc: 0.6156, loss_cls: 2.8964, loss: 2.8964, grad_norm: 1.4833 2020-07-18 12:35:26,340 - mmaction - INFO - Epoch [94][340/1253] lr: 2.125e-01, eta: 2 days, 20:20:51, time: 1.120, data_time: 0.014, memory: 9059, top1_acc: 0.3698, top5_acc: 0.6188, loss_cls: 2.8744, loss: 2.8744, grad_norm: 1.4676 2020-07-18 12:35:47,521 - mmaction - INFO - Epoch [94][360/1253] lr: 2.125e-01, eta: 2 days, 20:20:14, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3604, top5_acc: 0.6167, loss_cls: 2.9185, loss: 2.9185, grad_norm: 1.4777 2020-07-18 12:36:08,743 - mmaction - INFO - Epoch [94][380/1253] lr: 2.125e-01, eta: 2 days, 20:19:38, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3724, top5_acc: 0.6271, loss_cls: 2.8509, loss: 2.8509, grad_norm: 1.4839 2020-07-18 12:36:29,986 - mmaction - INFO - Epoch [94][400/1253] lr: 2.125e-01, eta: 2 days, 20:19:01, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.3552, top5_acc: 0.6193, loss_cls: 2.8969, loss: 2.8969, grad_norm: 1.4989 2020-07-18 12:36:51,365 - mmaction - INFO - Epoch [94][420/1253] lr: 2.125e-01, eta: 2 days, 20:18:25, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.3648, top5_acc: 0.6172, loss_cls: 2.8908, loss: 2.8908, grad_norm: 1.4921 2020-07-18 12:37:13,672 - mmaction - INFO - Epoch [94][440/1253] lr: 2.125e-01, eta: 2 days, 20:17:53, time: 1.117, data_time: 0.003, memory: 9059, top1_acc: 0.3542, top5_acc: 0.6073, loss_cls: 2.9074, loss: 2.9074, grad_norm: 1.5181 2020-07-18 12:37:35,064 - mmaction - INFO - Epoch [94][460/1253] lr: 2.125e-01, eta: 2 days, 20:17:17, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3703, top5_acc: 0.6161, loss_cls: 2.8766, loss: 2.8766, grad_norm: 1.5019 2020-07-18 12:37:56,372 - mmaction - INFO - Epoch [94][480/1253] lr: 2.125e-01, eta: 2 days, 20:16:40, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3766, top5_acc: 0.6286, loss_cls: 2.8299, loss: 2.8299, grad_norm: 1.4936 2020-07-18 12:38:17,805 - mmaction - INFO - Epoch [94][500/1253] lr: 2.125e-01, eta: 2 days, 20:16:04, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3622, top5_acc: 0.6073, loss_cls: 2.9114, loss: 2.9114, grad_norm: 1.5106 2020-07-18 12:38:39,132 - mmaction - INFO - Epoch [94][520/1253] lr: 2.125e-01, eta: 2 days, 20:15:28, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.3565, top5_acc: 0.6169, loss_cls: 2.9113, loss: 2.9113, grad_norm: 1.4650 2020-07-18 12:39:00,354 - mmaction - INFO - Epoch [94][540/1253] lr: 2.125e-01, eta: 2 days, 20:14:51, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.3711, top5_acc: 0.6164, loss_cls: 2.8704, loss: 2.8704, grad_norm: 1.4852 2020-07-18 12:39:21,623 - mmaction - INFO - Epoch [94][560/1253] lr: 2.125e-01, eta: 2 days, 20:14:15, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3534, top5_acc: 0.6013, loss_cls: 2.9401, loss: 2.9401, grad_norm: 1.4908 2020-07-18 12:39:43,034 - mmaction - INFO - Epoch [94][580/1253] lr: 2.125e-01, eta: 2 days, 20:13:39, time: 1.071, data_time: 0.003, memory: 9059, top1_acc: 0.3557, top5_acc: 0.6125, loss_cls: 2.9247, loss: 2.9247, grad_norm: 1.4712 2020-07-18 12:40:04,272 - mmaction - INFO - Epoch [94][600/1253] lr: 2.125e-01, eta: 2 days, 20:13:02, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3766, top5_acc: 0.6281, loss_cls: 2.8505, loss: 2.8505, grad_norm: 1.4382 2020-07-18 12:40:25,500 - mmaction - INFO - Epoch [94][620/1253] lr: 2.125e-01, eta: 2 days, 20:12:26, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.3596, top5_acc: 0.6180, loss_cls: 2.8842, loss: 2.8842, grad_norm: 1.4830 2020-07-18 12:40:47,101 - mmaction - INFO - Epoch [94][640/1253] lr: 2.125e-01, eta: 2 days, 20:11:51, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.3654, top5_acc: 0.6167, loss_cls: 2.8905, loss: 2.8905, grad_norm: 1.4875 2020-07-18 12:41:08,403 - mmaction - INFO - Epoch [94][660/1253] lr: 2.125e-01, eta: 2 days, 20:11:14, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3607, top5_acc: 0.6133, loss_cls: 2.9047, loss: 2.9047, grad_norm: 1.5368 2020-07-18 12:41:30,303 - mmaction - INFO - Epoch [94][680/1253] lr: 2.125e-01, eta: 2 days, 20:10:41, time: 1.096, data_time: 0.003, memory: 9059, top1_acc: 0.3615, top5_acc: 0.6094, loss_cls: 2.9145, loss: 2.9145, grad_norm: 1.4725 2020-07-18 12:41:51,592 - mmaction - INFO - Epoch [94][700/1253] lr: 2.125e-01, eta: 2 days, 20:10:04, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3596, top5_acc: 0.6138, loss_cls: 2.8992, loss: 2.8992, grad_norm: 1.5016 2020-07-18 12:42:12,797 - mmaction - INFO - Epoch [94][720/1253] lr: 2.125e-01, eta: 2 days, 20:09:28, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3680, top5_acc: 0.6146, loss_cls: 2.8956, loss: 2.8956, grad_norm: 1.4600 2020-07-18 12:42:34,117 - mmaction - INFO - Epoch [94][740/1253] lr: 2.125e-01, eta: 2 days, 20:08:51, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3721, top5_acc: 0.6182, loss_cls: 2.8795, loss: 2.8795, grad_norm: 1.4905 2020-07-18 12:42:55,429 - mmaction - INFO - Epoch [94][760/1253] lr: 2.125e-01, eta: 2 days, 20:08:15, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3667, top5_acc: 0.6117, loss_cls: 2.8995, loss: 2.8995, grad_norm: 1.4872 2020-07-18 12:43:16,606 - mmaction - INFO - Epoch [94][780/1253] lr: 2.125e-01, eta: 2 days, 20:07:39, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3607, top5_acc: 0.6214, loss_cls: 2.8633, loss: 2.8633, grad_norm: 1.5175 2020-07-18 12:43:38,067 - mmaction - INFO - Epoch [94][800/1253] lr: 2.125e-01, eta: 2 days, 20:07:03, time: 1.072, data_time: 0.001, memory: 9059, top1_acc: 0.3570, top5_acc: 0.6177, loss_cls: 2.9020, loss: 2.9020, grad_norm: 1.4991 2020-07-18 12:43:59,848 - mmaction - INFO - Epoch [94][820/1253] lr: 2.125e-01, eta: 2 days, 20:06:29, time: 1.090, data_time: 0.002, memory: 9059, top1_acc: 0.3557, top5_acc: 0.6112, loss_cls: 2.9767, loss: 2.9767, grad_norm: 1.5002 2020-07-18 12:44:21,334 - mmaction - INFO - Epoch [94][840/1253] lr: 2.125e-01, eta: 2 days, 20:05:53, time: 1.073, data_time: 0.001, memory: 9059, top1_acc: 0.3674, top5_acc: 0.6076, loss_cls: 2.9203, loss: 2.9203, grad_norm: 1.5046 2020-07-18 12:44:42,955 - mmaction - INFO - Epoch [94][860/1253] lr: 2.125e-01, eta: 2 days, 20:05:19, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.3565, top5_acc: 0.6188, loss_cls: 2.9047, loss: 2.9047, grad_norm: 1.4712 2020-07-18 12:45:04,273 - mmaction - INFO - Epoch [94][880/1253] lr: 2.125e-01, eta: 2 days, 20:04:42, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3612, top5_acc: 0.5984, loss_cls: 2.9232, loss: 2.9232, grad_norm: 1.4887 2020-07-18 12:45:25,763 - mmaction - INFO - Epoch [94][900/1253] lr: 2.125e-01, eta: 2 days, 20:04:07, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.3581, top5_acc: 0.6195, loss_cls: 2.8868, loss: 2.8868, grad_norm: 1.4577 2020-07-18 12:45:47,253 - mmaction - INFO - Epoch [94][920/1253] lr: 2.125e-01, eta: 2 days, 20:03:32, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.3737, top5_acc: 0.6258, loss_cls: 2.8192, loss: 2.8192, grad_norm: 1.4925 2020-07-18 12:46:09,140 - mmaction - INFO - Epoch [94][940/1253] lr: 2.125e-01, eta: 2 days, 20:02:58, time: 1.094, data_time: 0.002, memory: 9059, top1_acc: 0.3609, top5_acc: 0.6206, loss_cls: 2.9058, loss: 2.9058, grad_norm: 1.5163 2020-07-18 12:46:30,744 - mmaction - INFO - Epoch [94][960/1253] lr: 2.125e-01, eta: 2 days, 20:02:23, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.3633, top5_acc: 0.6034, loss_cls: 2.9273, loss: 2.9273, grad_norm: 1.4401 2020-07-18 12:46:52,348 - mmaction - INFO - Epoch [94][980/1253] lr: 2.125e-01, eta: 2 days, 20:01:49, time: 1.081, data_time: 0.005, memory: 9059, top1_acc: 0.3698, top5_acc: 0.6167, loss_cls: 2.8910, loss: 2.8910, grad_norm: 1.4778 2020-07-18 12:47:13,920 - mmaction - INFO - Epoch [94][1000/1253] lr: 2.125e-01, eta: 2 days, 20:01:14, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.3716, top5_acc: 0.6273, loss_cls: 2.8025, loss: 2.8025, grad_norm: 1.4726 2020-07-18 12:47:35,393 - mmaction - INFO - Epoch [94][1020/1253] lr: 2.125e-01, eta: 2 days, 20:00:38, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.3703, top5_acc: 0.6326, loss_cls: 2.8620, loss: 2.8620, grad_norm: 1.4509 2020-07-18 12:47:56,708 - mmaction - INFO - Epoch [94][1040/1253] lr: 2.125e-01, eta: 2 days, 20:00:02, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.3747, top5_acc: 0.6234, loss_cls: 2.8545, loss: 2.8545, grad_norm: 1.4843 2020-07-18 12:48:18,288 - mmaction - INFO - Epoch [94][1060/1253] lr: 2.125e-01, eta: 2 days, 19:59:27, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.3688, top5_acc: 0.6201, loss_cls: 2.8667, loss: 2.8667, grad_norm: 1.5140 2020-07-18 12:48:39,569 - mmaction - INFO - Epoch [94][1080/1253] lr: 2.125e-01, eta: 2 days, 19:58:51, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3680, top5_acc: 0.6130, loss_cls: 2.8999, loss: 2.8999, grad_norm: 1.4654 2020-07-18 12:49:00,943 - mmaction - INFO - Epoch [94][1100/1253] lr: 2.125e-01, eta: 2 days, 19:58:15, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3607, top5_acc: 0.6148, loss_cls: 2.9271, loss: 2.9271, grad_norm: 1.4748 2020-07-18 12:49:22,502 - mmaction - INFO - Epoch [94][1120/1253] lr: 2.125e-01, eta: 2 days, 19:57:41, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.3635, top5_acc: 0.6115, loss_cls: 2.8902, loss: 2.8902, grad_norm: 1.4740 2020-07-18 12:49:43,712 - mmaction - INFO - Epoch [94][1140/1253] lr: 2.125e-01, eta: 2 days, 19:57:04, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3714, top5_acc: 0.6310, loss_cls: 2.8554, loss: 2.8554, grad_norm: 1.5033 2020-07-18 12:50:05,022 - mmaction - INFO - Epoch [94][1160/1253] lr: 2.125e-01, eta: 2 days, 19:56:28, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.3477, top5_acc: 0.6021, loss_cls: 3.0036, loss: 3.0036, grad_norm: 1.4809 2020-07-18 12:50:26,296 - mmaction - INFO - Epoch [94][1180/1253] lr: 2.125e-01, eta: 2 days, 19:55:52, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3724, top5_acc: 0.6245, loss_cls: 2.8492, loss: 2.8492, grad_norm: 1.4787 2020-07-18 12:50:47,653 - mmaction - INFO - Epoch [94][1200/1253] lr: 2.125e-01, eta: 2 days, 19:55:16, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3555, top5_acc: 0.6060, loss_cls: 2.9197, loss: 2.9197, grad_norm: 1.4823 2020-07-18 12:51:09,041 - mmaction - INFO - Epoch [94][1220/1253] lr: 2.125e-01, eta: 2 days, 19:54:41, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3661, top5_acc: 0.6141, loss_cls: 2.8921, loss: 2.8921, grad_norm: 1.4509 2020-07-18 12:51:30,214 - mmaction - INFO - Epoch [94][1240/1253] lr: 2.125e-01, eta: 2 days, 19:54:04, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3612, top5_acc: 0.6190, loss_cls: 2.8937, loss: 2.8937, grad_norm: 1.4693 2020-07-18 12:55:06,728 - mmaction - INFO - Epoch [95][20/1253] lr: 2.108e-01, eta: 2 days, 20:04:12, time: 9.590, data_time: 8.410, memory: 9059, top1_acc: 0.3690, top5_acc: 0.6161, loss_cls: 2.8758, loss: 2.8758, grad_norm: 1.5171 2020-07-18 12:55:28,060 - mmaction - INFO - Epoch [95][40/1253] lr: 2.108e-01, eta: 2 days, 20:03:36, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.3568, top5_acc: 0.6115, loss_cls: 2.9333, loss: 2.9333, grad_norm: 1.4577 2020-07-18 12:55:49,805 - mmaction - INFO - Epoch [95][60/1253] lr: 2.108e-01, eta: 2 days, 20:03:02, time: 1.089, data_time: 0.004, memory: 9059, top1_acc: 0.3742, top5_acc: 0.6263, loss_cls: 2.8195, loss: 2.8195, grad_norm: 1.4890 2020-07-18 12:56:11,037 - mmaction - INFO - Epoch [95][80/1253] lr: 2.108e-01, eta: 2 days, 20:02:25, time: 1.061, data_time: 0.003, memory: 9059, top1_acc: 0.3586, top5_acc: 0.6130, loss_cls: 2.9251, loss: 2.9251, grad_norm: 1.4776 2020-07-18 12:56:32,693 - mmaction - INFO - Epoch [95][100/1253] lr: 2.108e-01, eta: 2 days, 20:01:51, time: 1.084, data_time: 0.004, memory: 9059, top1_acc: 0.3797, top5_acc: 0.6294, loss_cls: 2.8600, loss: 2.8600, grad_norm: 1.4797 2020-07-18 12:56:54,240 - mmaction - INFO - Epoch [95][120/1253] lr: 2.108e-01, eta: 2 days, 20:01:16, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.3776, top5_acc: 0.6318, loss_cls: 2.8127, loss: 2.8127, grad_norm: 1.5007 2020-07-18 12:57:15,500 - mmaction - INFO - Epoch [95][140/1253] lr: 2.108e-01, eta: 2 days, 20:00:39, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3651, top5_acc: 0.6279, loss_cls: 2.8309, loss: 2.8309, grad_norm: 1.5111 2020-07-18 12:57:36,870 - mmaction - INFO - Epoch [95][160/1253] lr: 2.108e-01, eta: 2 days, 20:00:03, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3708, top5_acc: 0.6245, loss_cls: 2.8351, loss: 2.8351, grad_norm: 1.4825 2020-07-18 12:57:58,174 - mmaction - INFO - Epoch [95][180/1253] lr: 2.108e-01, eta: 2 days, 19:59:27, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3495, top5_acc: 0.6086, loss_cls: 2.9343, loss: 2.9343, grad_norm: 1.4965 2020-07-18 12:58:19,990 - mmaction - INFO - Epoch [95][200/1253] lr: 2.108e-01, eta: 2 days, 19:58:53, time: 1.091, data_time: 0.002, memory: 9059, top1_acc: 0.3607, top5_acc: 0.6128, loss_cls: 2.8819, loss: 2.8819, grad_norm: 1.4722 2020-07-18 12:58:41,221 - mmaction - INFO - Epoch [95][220/1253] lr: 2.108e-01, eta: 2 days, 19:58:17, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3612, top5_acc: 0.6169, loss_cls: 2.9018, loss: 2.9018, grad_norm: 1.4547 2020-07-18 12:59:02,470 - mmaction - INFO - Epoch [95][240/1253] lr: 2.108e-01, eta: 2 days, 19:57:40, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3758, top5_acc: 0.6237, loss_cls: 2.8664, loss: 2.8664, grad_norm: 1.4763 2020-07-18 12:59:23,708 - mmaction - INFO - Epoch [95][260/1253] lr: 2.108e-01, eta: 2 days, 19:57:04, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.3815, top5_acc: 0.6315, loss_cls: 2.8109, loss: 2.8109, grad_norm: 1.4886 2020-07-18 12:59:45,732 - mmaction - INFO - Epoch [95][280/1253] lr: 2.108e-01, eta: 2 days, 19:56:31, time: 1.100, data_time: 0.001, memory: 9059, top1_acc: 0.3578, top5_acc: 0.6167, loss_cls: 2.8832, loss: 2.8832, grad_norm: 1.4661 2020-07-18 13:00:16,830 - mmaction - INFO - Epoch [95][300/1253] lr: 2.108e-01, eta: 2 days, 19:56:36, time: 1.548, data_time: 0.004, memory: 9059, top1_acc: 0.3872, top5_acc: 0.6333, loss_cls: 2.7926, loss: 2.7926, grad_norm: 1.4402 2020-07-18 13:00:39,964 - mmaction - INFO - Epoch [95][320/1253] lr: 2.108e-01, eta: 2 days, 19:56:08, time: 1.164, data_time: 0.015, memory: 9059, top1_acc: 0.3732, top5_acc: 0.6188, loss_cls: 2.8496, loss: 2.8496, grad_norm: 1.5140 2020-07-18 13:01:01,237 - mmaction - INFO - Epoch [95][340/1253] lr: 2.108e-01, eta: 2 days, 19:55:32, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3393, top5_acc: 0.5940, loss_cls: 2.9916, loss: 2.9916, grad_norm: 1.5124 2020-07-18 13:01:22,542 - mmaction - INFO - Epoch [95][360/1253] lr: 2.108e-01, eta: 2 days, 19:54:56, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3638, top5_acc: 0.6190, loss_cls: 2.8671, loss: 2.8671, grad_norm: 1.4738 2020-07-18 13:01:43,823 - mmaction - INFO - Epoch [95][380/1253] lr: 2.108e-01, eta: 2 days, 19:54:19, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3794, top5_acc: 0.6266, loss_cls: 2.8108, loss: 2.8108, grad_norm: 1.4952 2020-07-18 13:02:04,996 - mmaction - INFO - Epoch [95][400/1253] lr: 2.108e-01, eta: 2 days, 19:53:43, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.3622, top5_acc: 0.6234, loss_cls: 2.8916, loss: 2.8916, grad_norm: 1.5004 2020-07-18 13:02:26,279 - mmaction - INFO - Epoch [95][420/1253] lr: 2.108e-01, eta: 2 days, 19:53:07, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3685, top5_acc: 0.6185, loss_cls: 2.8644, loss: 2.8644, grad_norm: 1.4978 2020-07-18 13:02:47,471 - mmaction - INFO - Epoch [95][440/1253] lr: 2.108e-01, eta: 2 days, 19:52:30, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3898, top5_acc: 0.6292, loss_cls: 2.7671, loss: 2.7671, grad_norm: 1.4882 2020-07-18 13:03:08,633 - mmaction - INFO - Epoch [95][460/1253] lr: 2.108e-01, eta: 2 days, 19:51:53, time: 1.058, data_time: 0.003, memory: 9059, top1_acc: 0.3685, top5_acc: 0.6336, loss_cls: 2.8359, loss: 2.8359, grad_norm: 1.5069 2020-07-18 13:03:29,843 - mmaction - INFO - Epoch [95][480/1253] lr: 2.108e-01, eta: 2 days, 19:51:17, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3622, top5_acc: 0.6237, loss_cls: 2.8618, loss: 2.8618, grad_norm: 1.4992 2020-07-18 13:03:51,523 - mmaction - INFO - Epoch [95][500/1253] lr: 2.108e-01, eta: 2 days, 19:50:43, time: 1.085, data_time: 0.003, memory: 9059, top1_acc: 0.3745, top5_acc: 0.6159, loss_cls: 2.8877, loss: 2.8877, grad_norm: 1.5190 2020-07-18 13:04:12,648 - mmaction - INFO - Epoch [95][520/1253] lr: 2.108e-01, eta: 2 days, 19:50:06, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.3490, top5_acc: 0.6018, loss_cls: 2.9586, loss: 2.9586, grad_norm: 1.4743 2020-07-18 13:04:34,134 - mmaction - INFO - Epoch [95][540/1253] lr: 2.108e-01, eta: 2 days, 19:49:31, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.3818, top5_acc: 0.6260, loss_cls: 2.8428, loss: 2.8428, grad_norm: 1.4681 2020-07-18 13:04:55,538 - mmaction - INFO - Epoch [95][560/1253] lr: 2.108e-01, eta: 2 days, 19:48:55, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3615, top5_acc: 0.6096, loss_cls: 2.9454, loss: 2.9454, grad_norm: 1.5071 2020-07-18 13:05:17,039 - mmaction - INFO - Epoch [95][580/1253] lr: 2.108e-01, eta: 2 days, 19:48:20, time: 1.074, data_time: 0.001, memory: 9059, top1_acc: 0.3656, top5_acc: 0.6253, loss_cls: 2.8692, loss: 2.8692, grad_norm: 1.4627 2020-07-18 13:05:38,224 - mmaction - INFO - Epoch [95][600/1253] lr: 2.108e-01, eta: 2 days, 19:47:44, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3737, top5_acc: 0.6305, loss_cls: 2.8386, loss: 2.8386, grad_norm: 1.4819 2020-07-18 13:05:59,602 - mmaction - INFO - Epoch [95][620/1253] lr: 2.108e-01, eta: 2 days, 19:47:08, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3654, top5_acc: 0.6258, loss_cls: 2.8538, loss: 2.8538, grad_norm: 1.5296 2020-07-18 13:06:21,137 - mmaction - INFO - Epoch [95][640/1253] lr: 2.108e-01, eta: 2 days, 19:46:33, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.3711, top5_acc: 0.6354, loss_cls: 2.8078, loss: 2.8078, grad_norm: 1.4964 2020-07-18 13:06:42,401 - mmaction - INFO - Epoch [95][660/1253] lr: 2.108e-01, eta: 2 days, 19:45:57, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.3615, top5_acc: 0.6190, loss_cls: 2.8552, loss: 2.8552, grad_norm: 1.4996 2020-07-18 13:07:04,290 - mmaction - INFO - Epoch [95][680/1253] lr: 2.108e-01, eta: 2 days, 19:45:23, time: 1.094, data_time: 0.002, memory: 9059, top1_acc: 0.3701, top5_acc: 0.6294, loss_cls: 2.8496, loss: 2.8496, grad_norm: 1.4812 2020-07-18 13:07:25,926 - mmaction - INFO - Epoch [95][700/1253] lr: 2.108e-01, eta: 2 days, 19:44:49, time: 1.083, data_time: 0.002, memory: 9059, top1_acc: 0.3633, top5_acc: 0.6078, loss_cls: 2.9213, loss: 2.9213, grad_norm: 1.4906 2020-07-18 13:07:47,199 - mmaction - INFO - Epoch [95][720/1253] lr: 2.108e-01, eta: 2 days, 19:44:13, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.3539, top5_acc: 0.5958, loss_cls: 2.9518, loss: 2.9518, grad_norm: 1.5418 2020-07-18 13:08:08,480 - mmaction - INFO - Epoch [95][740/1253] lr: 2.108e-01, eta: 2 days, 19:43:37, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3656, top5_acc: 0.6099, loss_cls: 2.9026, loss: 2.9026, grad_norm: 1.4642 2020-07-18 13:08:30,197 - mmaction - INFO - Epoch [95][760/1253] lr: 2.108e-01, eta: 2 days, 19:43:03, time: 1.085, data_time: 0.002, memory: 9059, top1_acc: 0.3573, top5_acc: 0.6102, loss_cls: 2.9241, loss: 2.9241, grad_norm: 1.4649 2020-07-18 13:08:51,487 - mmaction - INFO - Epoch [95][780/1253] lr: 2.108e-01, eta: 2 days, 19:42:27, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3724, top5_acc: 0.6146, loss_cls: 2.8742, loss: 2.8742, grad_norm: 1.4821 2020-07-18 13:09:12,744 - mmaction - INFO - Epoch [95][800/1253] lr: 2.108e-01, eta: 2 days, 19:41:51, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3646, top5_acc: 0.6073, loss_cls: 2.8957, loss: 2.8957, grad_norm: 1.4788 2020-07-18 13:09:35,230 - mmaction - INFO - Epoch [95][820/1253] lr: 2.108e-01, eta: 2 days, 19:41:20, time: 1.124, data_time: 0.002, memory: 9059, top1_acc: 0.3602, top5_acc: 0.6214, loss_cls: 2.9017, loss: 2.9017, grad_norm: 1.4792 2020-07-18 13:09:56,534 - mmaction - INFO - Epoch [95][840/1253] lr: 2.108e-01, eta: 2 days, 19:40:44, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3628, top5_acc: 0.6122, loss_cls: 2.9226, loss: 2.9226, grad_norm: 1.4884 2020-07-18 13:10:18,356 - mmaction - INFO - Epoch [95][860/1253] lr: 2.108e-01, eta: 2 days, 19:40:11, time: 1.091, data_time: 0.002, memory: 9059, top1_acc: 0.3638, top5_acc: 0.6188, loss_cls: 2.8741, loss: 2.8741, grad_norm: 1.5029 2020-07-18 13:10:39,508 - mmaction - INFO - Epoch [95][880/1253] lr: 2.108e-01, eta: 2 days, 19:39:34, time: 1.057, data_time: 0.001, memory: 9059, top1_acc: 0.3547, top5_acc: 0.6049, loss_cls: 2.9533, loss: 2.9533, grad_norm: 1.5021 2020-07-18 13:11:00,877 - mmaction - INFO - Epoch [95][900/1253] lr: 2.108e-01, eta: 2 days, 19:38:59, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.3560, top5_acc: 0.6130, loss_cls: 2.8819, loss: 2.8819, grad_norm: 1.4527 2020-07-18 13:11:22,044 - mmaction - INFO - Epoch [95][920/1253] lr: 2.108e-01, eta: 2 days, 19:38:22, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.3646, top5_acc: 0.6180, loss_cls: 2.8745, loss: 2.8745, grad_norm: 1.4845 2020-07-18 13:11:43,426 - mmaction - INFO - Epoch [95][940/1253] lr: 2.108e-01, eta: 2 days, 19:37:47, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.3552, top5_acc: 0.6104, loss_cls: 2.9504, loss: 2.9504, grad_norm: 1.5079 2020-07-18 13:12:05,376 - mmaction - INFO - Epoch [95][960/1253] lr: 2.108e-01, eta: 2 days, 19:37:14, time: 1.098, data_time: 0.010, memory: 9059, top1_acc: 0.3677, top5_acc: 0.6180, loss_cls: 2.9044, loss: 2.9044, grad_norm: 1.4941 2020-07-18 13:12:26,551 - mmaction - INFO - Epoch [95][980/1253] lr: 2.108e-01, eta: 2 days, 19:36:38, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3531, top5_acc: 0.6167, loss_cls: 2.9183, loss: 2.9183, grad_norm: 1.4699 2020-07-18 13:12:47,729 - mmaction - INFO - Epoch [95][1000/1253] lr: 2.108e-01, eta: 2 days, 19:36:01, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.3544, top5_acc: 0.6208, loss_cls: 2.8900, loss: 2.8900, grad_norm: 1.4973 2020-07-18 13:13:09,136 - mmaction - INFO - Epoch [95][1020/1253] lr: 2.108e-01, eta: 2 days, 19:35:26, time: 1.071, data_time: 0.003, memory: 9059, top1_acc: 0.3503, top5_acc: 0.6091, loss_cls: 2.9386, loss: 2.9386, grad_norm: 1.5061 2020-07-18 13:13:30,605 - mmaction - INFO - Epoch [95][1040/1253] lr: 2.108e-01, eta: 2 days, 19:34:51, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.3693, top5_acc: 0.6117, loss_cls: 2.9013, loss: 2.9013, grad_norm: 1.4632 2020-07-18 13:13:51,826 - mmaction - INFO - Epoch [95][1060/1253] lr: 2.108e-01, eta: 2 days, 19:34:15, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3523, top5_acc: 0.6141, loss_cls: 2.9299, loss: 2.9299, grad_norm: 1.4904 2020-07-18 13:14:12,901 - mmaction - INFO - Epoch [95][1080/1253] lr: 2.108e-01, eta: 2 days, 19:33:39, time: 1.054, data_time: 0.002, memory: 9059, top1_acc: 0.3570, top5_acc: 0.6125, loss_cls: 2.9088, loss: 2.9088, grad_norm: 1.4541 2020-07-18 13:14:34,196 - mmaction - INFO - Epoch [95][1100/1253] lr: 2.108e-01, eta: 2 days, 19:33:03, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3813, top5_acc: 0.6276, loss_cls: 2.8003, loss: 2.8003, grad_norm: 1.4565 2020-07-18 13:14:55,477 - mmaction - INFO - Epoch [95][1120/1253] lr: 2.108e-01, eta: 2 days, 19:32:27, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3628, top5_acc: 0.6258, loss_cls: 2.8476, loss: 2.8476, grad_norm: 1.5214 2020-07-18 13:15:16,663 - mmaction - INFO - Epoch [95][1140/1253] lr: 2.108e-01, eta: 2 days, 19:31:51, time: 1.059, data_time: 0.003, memory: 9059, top1_acc: 0.3680, top5_acc: 0.6143, loss_cls: 2.9128, loss: 2.9128, grad_norm: 1.5200 2020-07-18 13:15:37,988 - mmaction - INFO - Epoch [95][1160/1253] lr: 2.108e-01, eta: 2 days, 19:31:16, time: 1.068, data_time: 0.004, memory: 9059, top1_acc: 0.3497, top5_acc: 0.6034, loss_cls: 2.9610, loss: 2.9610, grad_norm: 1.5104 2020-07-18 13:15:59,386 - mmaction - INFO - Epoch [95][1180/1253] lr: 2.108e-01, eta: 2 days, 19:30:40, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3682, top5_acc: 0.6247, loss_cls: 2.8727, loss: 2.8727, grad_norm: 1.4715 2020-07-18 13:16:21,428 - mmaction - INFO - Epoch [95][1200/1253] lr: 2.108e-01, eta: 2 days, 19:30:08, time: 1.102, data_time: 0.002, memory: 9059, top1_acc: 0.3638, top5_acc: 0.6208, loss_cls: 2.8657, loss: 2.8657, grad_norm: 1.5017 2020-07-18 13:16:42,790 - mmaction - INFO - Epoch [95][1220/1253] lr: 2.108e-01, eta: 2 days, 19:29:32, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.3690, top5_acc: 0.6190, loss_cls: 2.9170, loss: 2.9170, grad_norm: 1.4883 2020-07-18 13:17:04,145 - mmaction - INFO - Epoch [95][1240/1253] lr: 2.108e-01, eta: 2 days, 19:28:57, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3531, top5_acc: 0.6073, loss_cls: 2.9368, loss: 2.9368, grad_norm: 1.4918 2020-07-18 13:20:51,074 - mmaction - INFO - Epoch [96][20/1253] lr: 2.091e-01, eta: 2 days, 19:39:31, time: 10.148, data_time: 8.766, memory: 9059, top1_acc: 0.3531, top5_acc: 0.6122, loss_cls: 2.9382, loss: 2.9382, grad_norm: 1.4831 2020-07-18 13:21:12,538 - mmaction - INFO - Epoch [96][40/1253] lr: 2.091e-01, eta: 2 days, 19:38:56, time: 1.075, data_time: 0.003, memory: 9059, top1_acc: 0.3643, top5_acc: 0.6169, loss_cls: 2.8437, loss: 2.8437, grad_norm: 1.4740 2020-07-18 13:21:36,524 - mmaction - INFO - Epoch [96][60/1253] lr: 2.091e-01, eta: 2 days, 19:38:31, time: 1.196, data_time: 0.001, memory: 9059, top1_acc: 0.3711, top5_acc: 0.6310, loss_cls: 2.8383, loss: 2.8383, grad_norm: 1.4597 2020-07-18 13:21:58,151 - mmaction - INFO - Epoch [96][80/1253] lr: 2.091e-01, eta: 2 days, 19:37:56, time: 1.083, data_time: 0.004, memory: 9059, top1_acc: 0.3609, top5_acc: 0.6138, loss_cls: 2.8955, loss: 2.8955, grad_norm: 1.4846 2020-07-18 13:22:20,275 - mmaction - INFO - Epoch [96][100/1253] lr: 2.091e-01, eta: 2 days, 19:37:24, time: 1.106, data_time: 0.002, memory: 9059, top1_acc: 0.3693, top5_acc: 0.6211, loss_cls: 2.8695, loss: 2.8695, grad_norm: 1.4674 2020-07-18 13:22:41,450 - mmaction - INFO - Epoch [96][120/1253] lr: 2.091e-01, eta: 2 days, 19:36:47, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3734, top5_acc: 0.6326, loss_cls: 2.8280, loss: 2.8280, grad_norm: 1.4825 2020-07-18 13:23:02,652 - mmaction - INFO - Epoch [96][140/1253] lr: 2.091e-01, eta: 2 days, 19:36:11, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3737, top5_acc: 0.6273, loss_cls: 2.8167, loss: 2.8167, grad_norm: 1.4928 2020-07-18 13:23:24,261 - mmaction - INFO - Epoch [96][160/1253] lr: 2.091e-01, eta: 2 days, 19:35:37, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.3635, top5_acc: 0.6271, loss_cls: 2.8653, loss: 2.8653, grad_norm: 1.5098 2020-07-18 13:23:45,853 - mmaction - INFO - Epoch [96][180/1253] lr: 2.091e-01, eta: 2 days, 19:35:02, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.3680, top5_acc: 0.6268, loss_cls: 2.8227, loss: 2.8227, grad_norm: 1.4961 2020-07-18 13:24:07,221 - mmaction - INFO - Epoch [96][200/1253] lr: 2.091e-01, eta: 2 days, 19:34:27, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.3867, top5_acc: 0.6289, loss_cls: 2.8000, loss: 2.8000, grad_norm: 1.4683 2020-07-18 13:24:28,387 - mmaction - INFO - Epoch [96][220/1253] lr: 2.091e-01, eta: 2 days, 19:33:50, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3669, top5_acc: 0.6086, loss_cls: 2.9058, loss: 2.9058, grad_norm: 1.5128 2020-07-18 13:24:49,654 - mmaction - INFO - Epoch [96][240/1253] lr: 2.091e-01, eta: 2 days, 19:33:14, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3622, top5_acc: 0.6141, loss_cls: 2.9153, loss: 2.9153, grad_norm: 1.5244 2020-07-18 13:25:10,864 - mmaction - INFO - Epoch [96][260/1253] lr: 2.091e-01, eta: 2 days, 19:32:38, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.3690, top5_acc: 0.6268, loss_cls: 2.8516, loss: 2.8516, grad_norm: 1.4931 2020-07-18 13:25:32,153 - mmaction - INFO - Epoch [96][280/1253] lr: 2.091e-01, eta: 2 days, 19:32:02, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3732, top5_acc: 0.6214, loss_cls: 2.8417, loss: 2.8417, grad_norm: 1.4969 2020-07-18 13:25:53,724 - mmaction - INFO - Epoch [96][300/1253] lr: 2.091e-01, eta: 2 days, 19:31:28, time: 1.078, data_time: 0.001, memory: 9059, top1_acc: 0.3685, top5_acc: 0.6188, loss_cls: 2.9102, loss: 2.9102, grad_norm: 1.5021 2020-07-18 13:26:15,806 - mmaction - INFO - Epoch [96][320/1253] lr: 2.091e-01, eta: 2 days, 19:30:55, time: 1.104, data_time: 0.003, memory: 9059, top1_acc: 0.3784, top5_acc: 0.6245, loss_cls: 2.8400, loss: 2.8400, grad_norm: 1.4912 2020-07-18 13:26:38,254 - mmaction - INFO - Epoch [96][340/1253] lr: 2.091e-01, eta: 2 days, 19:30:24, time: 1.123, data_time: 0.002, memory: 9059, top1_acc: 0.3776, top5_acc: 0.6357, loss_cls: 2.8013, loss: 2.8013, grad_norm: 1.5035 2020-07-18 13:26:59,534 - mmaction - INFO - Epoch [96][360/1253] lr: 2.091e-01, eta: 2 days, 19:29:48, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3523, top5_acc: 0.6094, loss_cls: 2.9192, loss: 2.9192, grad_norm: 1.5110 2020-07-18 13:27:20,829 - mmaction - INFO - Epoch [96][380/1253] lr: 2.091e-01, eta: 2 days, 19:29:12, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3560, top5_acc: 0.6125, loss_cls: 2.8981, loss: 2.8981, grad_norm: 1.4730 2020-07-18 13:27:42,195 - mmaction - INFO - Epoch [96][400/1253] lr: 2.091e-01, eta: 2 days, 19:28:37, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3609, top5_acc: 0.6159, loss_cls: 2.9045, loss: 2.9045, grad_norm: 1.4788 2020-07-18 13:28:03,420 - mmaction - INFO - Epoch [96][420/1253] lr: 2.091e-01, eta: 2 days, 19:28:01, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3646, top5_acc: 0.6208, loss_cls: 2.8893, loss: 2.8893, grad_norm: 1.4620 2020-07-18 13:28:25,319 - mmaction - INFO - Epoch [96][440/1253] lr: 2.091e-01, eta: 2 days, 19:27:28, time: 1.094, data_time: 0.001, memory: 9059, top1_acc: 0.3661, top5_acc: 0.6253, loss_cls: 2.8602, loss: 2.8602, grad_norm: 1.5019 2020-07-18 13:28:46,957 - mmaction - INFO - Epoch [96][460/1253] lr: 2.091e-01, eta: 2 days, 19:26:53, time: 1.082, data_time: 0.002, memory: 9059, top1_acc: 0.3828, top5_acc: 0.6305, loss_cls: 2.7962, loss: 2.7962, grad_norm: 1.5205 2020-07-18 13:29:08,383 - mmaction - INFO - Epoch [96][480/1253] lr: 2.091e-01, eta: 2 days, 19:26:18, time: 1.071, data_time: 0.005, memory: 9059, top1_acc: 0.3773, top5_acc: 0.6174, loss_cls: 2.8304, loss: 2.8304, grad_norm: 1.5074 2020-07-18 13:29:30,123 - mmaction - INFO - Epoch [96][500/1253] lr: 2.091e-01, eta: 2 days, 19:25:44, time: 1.087, data_time: 0.002, memory: 9059, top1_acc: 0.3669, top5_acc: 0.6078, loss_cls: 2.9132, loss: 2.9132, grad_norm: 1.4693 2020-07-18 13:29:51,386 - mmaction - INFO - Epoch [96][520/1253] lr: 2.091e-01, eta: 2 days, 19:25:09, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.3661, top5_acc: 0.6091, loss_cls: 2.9126, loss: 2.9126, grad_norm: 1.5206 2020-07-18 13:30:13,495 - mmaction - INFO - Epoch [96][540/1253] lr: 2.091e-01, eta: 2 days, 19:24:36, time: 1.105, data_time: 0.002, memory: 9059, top1_acc: 0.3620, top5_acc: 0.6076, loss_cls: 2.9312, loss: 2.9312, grad_norm: 1.4566 2020-07-18 13:30:35,750 - mmaction - INFO - Epoch [96][560/1253] lr: 2.091e-01, eta: 2 days, 19:24:05, time: 1.112, data_time: 0.002, memory: 9059, top1_acc: 0.3622, top5_acc: 0.6055, loss_cls: 2.9205, loss: 2.9205, grad_norm: 1.4865 2020-07-18 13:30:57,459 - mmaction - INFO - Epoch [96][580/1253] lr: 2.091e-01, eta: 2 days, 19:23:30, time: 1.081, data_time: 0.003, memory: 9059, top1_acc: 0.3596, top5_acc: 0.6151, loss_cls: 2.9011, loss: 2.9011, grad_norm: 1.4885 2020-07-18 13:31:18,892 - mmaction - INFO - Epoch [96][600/1253] lr: 2.091e-01, eta: 2 days, 19:22:56, time: 1.078, data_time: 0.008, memory: 9059, top1_acc: 0.3818, top5_acc: 0.6352, loss_cls: 2.7959, loss: 2.7959, grad_norm: 1.4770 2020-07-18 13:31:40,232 - mmaction - INFO - Epoch [96][620/1253] lr: 2.091e-01, eta: 2 days, 19:22:20, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3648, top5_acc: 0.6167, loss_cls: 2.9006, loss: 2.9006, grad_norm: 1.4787 2020-07-18 13:32:01,499 - mmaction - INFO - Epoch [96][640/1253] lr: 2.091e-01, eta: 2 days, 19:21:44, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3654, top5_acc: 0.6128, loss_cls: 2.8957, loss: 2.8957, grad_norm: 1.5234 2020-07-18 13:32:22,754 - mmaction - INFO - Epoch [96][660/1253] lr: 2.091e-01, eta: 2 days, 19:21:09, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.3630, top5_acc: 0.6161, loss_cls: 2.8907, loss: 2.8907, grad_norm: 1.4976 2020-07-18 13:32:44,550 - mmaction - INFO - Epoch [96][680/1253] lr: 2.091e-01, eta: 2 days, 19:20:35, time: 1.089, data_time: 0.001, memory: 9059, top1_acc: 0.3719, top5_acc: 0.6164, loss_cls: 2.8639, loss: 2.8639, grad_norm: 1.4647 2020-07-18 13:33:05,985 - mmaction - INFO - Epoch [96][700/1253] lr: 2.091e-01, eta: 2 days, 19:20:00, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3669, top5_acc: 0.6148, loss_cls: 2.9072, loss: 2.9072, grad_norm: 1.4739 2020-07-18 13:33:27,321 - mmaction - INFO - Epoch [96][720/1253] lr: 2.091e-01, eta: 2 days, 19:19:25, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.3734, top5_acc: 0.6177, loss_cls: 2.8995, loss: 2.8995, grad_norm: 1.5114 2020-07-18 13:33:48,690 - mmaction - INFO - Epoch [96][740/1253] lr: 2.091e-01, eta: 2 days, 19:18:50, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3815, top5_acc: 0.6328, loss_cls: 2.8086, loss: 2.8086, grad_norm: 1.5303 2020-07-18 13:34:10,125 - mmaction - INFO - Epoch [96][760/1253] lr: 2.091e-01, eta: 2 days, 19:18:15, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3604, top5_acc: 0.6055, loss_cls: 2.9245, loss: 2.9245, grad_norm: 1.4677 2020-07-18 13:34:31,413 - mmaction - INFO - Epoch [96][780/1253] lr: 2.091e-01, eta: 2 days, 19:17:39, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3672, top5_acc: 0.6310, loss_cls: 2.8465, loss: 2.8465, grad_norm: 1.4888 2020-07-18 13:34:52,798 - mmaction - INFO - Epoch [96][800/1253] lr: 2.091e-01, eta: 2 days, 19:17:04, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3651, top5_acc: 0.6286, loss_cls: 2.8726, loss: 2.8726, grad_norm: 1.5023 2020-07-18 13:35:14,158 - mmaction - INFO - Epoch [96][820/1253] lr: 2.091e-01, eta: 2 days, 19:16:29, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3620, top5_acc: 0.6094, loss_cls: 2.9317, loss: 2.9317, grad_norm: 1.5052 2020-07-18 13:35:35,505 - mmaction - INFO - Epoch [96][840/1253] lr: 2.091e-01, eta: 2 days, 19:15:53, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.3742, top5_acc: 0.6224, loss_cls: 2.8659, loss: 2.8659, grad_norm: 1.4822 2020-07-18 13:35:56,737 - mmaction - INFO - Epoch [96][860/1253] lr: 2.091e-01, eta: 2 days, 19:15:18, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3674, top5_acc: 0.6049, loss_cls: 2.9058, loss: 2.9058, grad_norm: 1.5089 2020-07-18 13:36:17,862 - mmaction - INFO - Epoch [96][880/1253] lr: 2.091e-01, eta: 2 days, 19:14:42, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.3497, top5_acc: 0.6112, loss_cls: 2.9151, loss: 2.9151, grad_norm: 1.4792 2020-07-18 13:36:39,223 - mmaction - INFO - Epoch [96][900/1253] lr: 2.091e-01, eta: 2 days, 19:14:06, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3594, top5_acc: 0.6044, loss_cls: 2.9290, loss: 2.9290, grad_norm: 1.4654 2020-07-18 13:37:00,841 - mmaction - INFO - Epoch [96][920/1253] lr: 2.091e-01, eta: 2 days, 19:13:32, time: 1.081, data_time: 0.008, memory: 9059, top1_acc: 0.3604, top5_acc: 0.6195, loss_cls: 2.8683, loss: 2.8683, grad_norm: 1.4971 2020-07-18 13:37:22,638 - mmaction - INFO - Epoch [96][940/1253] lr: 2.091e-01, eta: 2 days, 19:12:59, time: 1.090, data_time: 0.002, memory: 9059, top1_acc: 0.3708, top5_acc: 0.6260, loss_cls: 2.8635, loss: 2.8635, grad_norm: 1.4991 2020-07-18 13:37:44,046 - mmaction - INFO - Epoch [96][960/1253] lr: 2.091e-01, eta: 2 days, 19:12:24, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3617, top5_acc: 0.6211, loss_cls: 2.8779, loss: 2.8779, grad_norm: 1.5005 2020-07-18 13:38:05,300 - mmaction - INFO - Epoch [96][980/1253] lr: 2.091e-01, eta: 2 days, 19:11:48, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3625, top5_acc: 0.6115, loss_cls: 2.8985, loss: 2.8985, grad_norm: 1.4766 2020-07-18 13:38:26,945 - mmaction - INFO - Epoch [96][1000/1253] lr: 2.091e-01, eta: 2 days, 19:11:14, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.3789, top5_acc: 0.6208, loss_cls: 2.8460, loss: 2.8460, grad_norm: 1.4603 2020-07-18 13:38:48,267 - mmaction - INFO - Epoch [96][1020/1253] lr: 2.091e-01, eta: 2 days, 19:10:39, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.3583, top5_acc: 0.6104, loss_cls: 2.9309, loss: 2.9309, grad_norm: 1.4982 2020-07-18 13:39:09,606 - mmaction - INFO - Epoch [96][1040/1253] lr: 2.091e-01, eta: 2 days, 19:10:04, time: 1.068, data_time: 0.004, memory: 9059, top1_acc: 0.3721, top5_acc: 0.6177, loss_cls: 2.8589, loss: 2.8589, grad_norm: 1.4780 2020-07-18 13:39:30,923 - mmaction - INFO - Epoch [96][1060/1253] lr: 2.091e-01, eta: 2 days, 19:09:29, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3466, top5_acc: 0.6203, loss_cls: 2.9152, loss: 2.9152, grad_norm: 1.4919 2020-07-18 13:39:52,597 - mmaction - INFO - Epoch [96][1080/1253] lr: 2.091e-01, eta: 2 days, 19:08:55, time: 1.085, data_time: 0.003, memory: 9059, top1_acc: 0.3674, top5_acc: 0.6190, loss_cls: 2.9138, loss: 2.9138, grad_norm: 1.4721 2020-07-18 13:40:13,930 - mmaction - INFO - Epoch [96][1100/1253] lr: 2.091e-01, eta: 2 days, 19:08:20, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.3747, top5_acc: 0.6294, loss_cls: 2.8636, loss: 2.8636, grad_norm: 1.4633 2020-07-18 13:40:35,698 - mmaction - INFO - Epoch [96][1120/1253] lr: 2.091e-01, eta: 2 days, 19:07:46, time: 1.089, data_time: 0.002, memory: 9059, top1_acc: 0.3760, top5_acc: 0.6185, loss_cls: 2.8744, loss: 2.8744, grad_norm: 1.4775 2020-07-18 13:40:57,279 - mmaction - INFO - Epoch [96][1140/1253] lr: 2.091e-01, eta: 2 days, 19:07:12, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.3664, top5_acc: 0.6198, loss_cls: 2.8776, loss: 2.8776, grad_norm: 1.5100 2020-07-18 13:41:18,623 - mmaction - INFO - Epoch [96][1160/1253] lr: 2.091e-01, eta: 2 days, 19:06:37, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3594, top5_acc: 0.6130, loss_cls: 2.8957, loss: 2.8957, grad_norm: 1.5165 2020-07-18 13:41:39,919 - mmaction - INFO - Epoch [96][1180/1253] lr: 2.091e-01, eta: 2 days, 19:06:02, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3607, top5_acc: 0.6078, loss_cls: 2.9211, loss: 2.9211, grad_norm: 1.4763 2020-07-18 13:42:01,315 - mmaction - INFO - Epoch [96][1200/1253] lr: 2.091e-01, eta: 2 days, 19:05:27, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.3589, top5_acc: 0.6208, loss_cls: 2.8694, loss: 2.8694, grad_norm: 1.5258 2020-07-18 13:42:23,228 - mmaction - INFO - Epoch [96][1220/1253] lr: 2.091e-01, eta: 2 days, 19:04:54, time: 1.095, data_time: 0.001, memory: 9059, top1_acc: 0.3578, top5_acc: 0.6151, loss_cls: 2.9127, loss: 2.9127, grad_norm: 1.4993 2020-07-18 13:42:44,595 - mmaction - INFO - Epoch [96][1240/1253] lr: 2.091e-01, eta: 2 days, 19:04:19, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3690, top5_acc: 0.6255, loss_cls: 2.8650, loss: 2.8650, grad_norm: 1.4559 2020-07-18 13:43:06,152 - mmaction - INFO - Saving checkpoint at 96 epochs 2020-07-18 13:46:21,550 - mmaction - INFO - Epoch [97][20/1253] lr: 2.074e-01, eta: 2 days, 19:13:56, time: 9.697, data_time: 8.509, memory: 9059, top1_acc: 0.3635, top5_acc: 0.6240, loss_cls: 2.8684, loss: 2.8684, grad_norm: 1.5065 2020-07-18 13:46:43,154 - mmaction - INFO - Epoch [97][40/1253] lr: 2.074e-01, eta: 2 days, 19:13:21, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.3667, top5_acc: 0.6224, loss_cls: 2.8335, loss: 2.8335, grad_norm: 1.4875 2020-07-18 13:47:04,306 - mmaction - INFO - Epoch [97][60/1253] lr: 2.074e-01, eta: 2 days, 19:12:45, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.3820, top5_acc: 0.6242, loss_cls: 2.8490, loss: 2.8490, grad_norm: 1.4920 2020-07-18 13:47:25,794 - mmaction - INFO - Epoch [97][80/1253] lr: 2.074e-01, eta: 2 days, 19:12:10, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3781, top5_acc: 0.6331, loss_cls: 2.8089, loss: 2.8089, grad_norm: 1.4779 2020-07-18 13:47:47,140 - mmaction - INFO - Epoch [97][100/1253] lr: 2.074e-01, eta: 2 days, 19:11:35, time: 1.071, data_time: 0.006, memory: 9059, top1_acc: 0.3651, top5_acc: 0.6279, loss_cls: 2.8399, loss: 2.8399, grad_norm: 1.4812 2020-07-18 13:48:08,399 - mmaction - INFO - Epoch [97][120/1253] lr: 2.074e-01, eta: 2 days, 19:10:59, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3661, top5_acc: 0.6154, loss_cls: 2.8788, loss: 2.8788, grad_norm: 1.5087 2020-07-18 13:48:29,965 - mmaction - INFO - Epoch [97][140/1253] lr: 2.074e-01, eta: 2 days, 19:10:25, time: 1.079, data_time: 0.010, memory: 9059, top1_acc: 0.3703, top5_acc: 0.6219, loss_cls: 2.8480, loss: 2.8480, grad_norm: 1.5377 2020-07-18 13:48:51,346 - mmaction - INFO - Epoch [97][160/1253] lr: 2.074e-01, eta: 2 days, 19:09:50, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3604, top5_acc: 0.6203, loss_cls: 2.8846, loss: 2.8846, grad_norm: 1.4935 2020-07-18 13:49:12,462 - mmaction - INFO - Epoch [97][180/1253] lr: 2.074e-01, eta: 2 days, 19:09:14, time: 1.055, data_time: 0.002, memory: 9059, top1_acc: 0.3706, top5_acc: 0.6125, loss_cls: 2.8686, loss: 2.8686, grad_norm: 1.4735 2020-07-18 13:49:33,771 - mmaction - INFO - Epoch [97][200/1253] lr: 2.074e-01, eta: 2 days, 19:08:38, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3602, top5_acc: 0.6182, loss_cls: 2.9059, loss: 2.9059, grad_norm: 1.4823 2020-07-18 13:49:54,984 - mmaction - INFO - Epoch [97][220/1253] lr: 2.074e-01, eta: 2 days, 19:08:03, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3695, top5_acc: 0.6201, loss_cls: 2.8826, loss: 2.8826, grad_norm: 1.4639 2020-07-18 13:50:16,664 - mmaction - INFO - Epoch [97][240/1253] lr: 2.074e-01, eta: 2 days, 19:07:29, time: 1.085, data_time: 0.001, memory: 9059, top1_acc: 0.3680, top5_acc: 0.6096, loss_cls: 2.9020, loss: 2.9020, grad_norm: 1.4879 2020-07-18 13:50:38,019 - mmaction - INFO - Epoch [97][260/1253] lr: 2.074e-01, eta: 2 days, 19:06:54, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.3701, top5_acc: 0.6388, loss_cls: 2.8085, loss: 2.8085, grad_norm: 1.5235 2020-07-18 13:50:59,418 - mmaction - INFO - Epoch [97][280/1253] lr: 2.074e-01, eta: 2 days, 19:06:19, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3714, top5_acc: 0.6242, loss_cls: 2.8609, loss: 2.8609, grad_norm: 1.5093 2020-07-18 13:51:20,584 - mmaction - INFO - Epoch [97][300/1253] lr: 2.074e-01, eta: 2 days, 19:05:43, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.3643, top5_acc: 0.6182, loss_cls: 2.8836, loss: 2.8836, grad_norm: 1.4978 2020-07-18 13:51:41,883 - mmaction - INFO - Epoch [97][320/1253] lr: 2.074e-01, eta: 2 days, 19:05:07, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3844, top5_acc: 0.6328, loss_cls: 2.8103, loss: 2.8103, grad_norm: 1.4827 2020-07-18 13:52:03,679 - mmaction - INFO - Epoch [97][340/1253] lr: 2.074e-01, eta: 2 days, 19:04:34, time: 1.091, data_time: 0.003, memory: 9059, top1_acc: 0.3672, top5_acc: 0.6297, loss_cls: 2.8487, loss: 2.8487, grad_norm: 1.5047 2020-07-18 13:52:25,090 - mmaction - INFO - Epoch [97][360/1253] lr: 2.074e-01, eta: 2 days, 19:03:59, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3758, top5_acc: 0.6203, loss_cls: 2.8420, loss: 2.8420, grad_norm: 1.4619 2020-07-18 13:52:46,711 - mmaction - INFO - Epoch [97][380/1253] lr: 2.074e-01, eta: 2 days, 19:03:25, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.3523, top5_acc: 0.6125, loss_cls: 2.9278, loss: 2.9278, grad_norm: 1.4803 2020-07-18 13:53:07,954 - mmaction - INFO - Epoch [97][400/1253] lr: 2.074e-01, eta: 2 days, 19:02:49, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3661, top5_acc: 0.6273, loss_cls: 2.8265, loss: 2.8265, grad_norm: 1.4855 2020-07-18 13:53:29,218 - mmaction - INFO - Epoch [97][420/1253] lr: 2.074e-01, eta: 2 days, 19:02:14, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3682, top5_acc: 0.6180, loss_cls: 2.8715, loss: 2.8715, grad_norm: 1.4786 2020-07-18 13:53:50,748 - mmaction - INFO - Epoch [97][440/1253] lr: 2.074e-01, eta: 2 days, 19:01:39, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.3779, top5_acc: 0.6208, loss_cls: 2.8635, loss: 2.8635, grad_norm: 1.4631 2020-07-18 13:54:12,218 - mmaction - INFO - Epoch [97][460/1253] lr: 2.074e-01, eta: 2 days, 19:01:05, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3781, top5_acc: 0.6219, loss_cls: 2.8408, loss: 2.8408, grad_norm: 1.4966 2020-07-18 13:54:34,249 - mmaction - INFO - Epoch [97][480/1253] lr: 2.074e-01, eta: 2 days, 19:00:32, time: 1.102, data_time: 0.002, memory: 9059, top1_acc: 0.3732, top5_acc: 0.6281, loss_cls: 2.8349, loss: 2.8349, grad_norm: 1.4908 2020-07-18 13:54:55,606 - mmaction - INFO - Epoch [97][500/1253] lr: 2.074e-01, eta: 2 days, 18:59:57, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3693, top5_acc: 0.6214, loss_cls: 2.8801, loss: 2.8801, grad_norm: 1.4729 2020-07-18 13:55:16,957 - mmaction - INFO - Epoch [97][520/1253] lr: 2.074e-01, eta: 2 days, 18:59:22, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3677, top5_acc: 0.6247, loss_cls: 2.8828, loss: 2.8828, grad_norm: 1.5054 2020-07-18 13:55:38,215 - mmaction - INFO - Epoch [97][540/1253] lr: 2.074e-01, eta: 2 days, 18:58:47, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3781, top5_acc: 0.6208, loss_cls: 2.8606, loss: 2.8606, grad_norm: 1.4638 2020-07-18 13:55:59,904 - mmaction - INFO - Epoch [97][560/1253] lr: 2.074e-01, eta: 2 days, 18:58:13, time: 1.085, data_time: 0.002, memory: 9059, top1_acc: 0.3516, top5_acc: 0.6148, loss_cls: 2.9317, loss: 2.9317, grad_norm: 1.5308 2020-07-18 13:56:21,760 - mmaction - INFO - Epoch [97][580/1253] lr: 2.074e-01, eta: 2 days, 18:57:40, time: 1.092, data_time: 0.002, memory: 9059, top1_acc: 0.3771, top5_acc: 0.6289, loss_cls: 2.8391, loss: 2.8391, grad_norm: 1.4622 2020-07-18 13:56:43,196 - mmaction - INFO - Epoch [97][600/1253] lr: 2.074e-01, eta: 2 days, 18:57:05, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3737, top5_acc: 0.6245, loss_cls: 2.8485, loss: 2.8485, grad_norm: 1.5279 2020-07-18 13:57:04,415 - mmaction - INFO - Epoch [97][620/1253] lr: 2.074e-01, eta: 2 days, 18:56:30, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.3518, top5_acc: 0.6023, loss_cls: 2.9151, loss: 2.9151, grad_norm: 1.4597 2020-07-18 13:57:25,795 - mmaction - INFO - Epoch [97][640/1253] lr: 2.074e-01, eta: 2 days, 18:55:55, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3714, top5_acc: 0.6156, loss_cls: 2.8768, loss: 2.8768, grad_norm: 1.5106 2020-07-18 13:57:47,152 - mmaction - INFO - Epoch [97][660/1253] lr: 2.074e-01, eta: 2 days, 18:55:20, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3719, top5_acc: 0.6198, loss_cls: 2.8675, loss: 2.8675, grad_norm: 1.4920 2020-07-18 13:58:08,339 - mmaction - INFO - Epoch [97][680/1253] lr: 2.074e-01, eta: 2 days, 18:54:44, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3656, top5_acc: 0.6078, loss_cls: 2.9034, loss: 2.9034, grad_norm: 1.4661 2020-07-18 13:58:29,589 - mmaction - INFO - Epoch [97][700/1253] lr: 2.074e-01, eta: 2 days, 18:54:09, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3701, top5_acc: 0.6109, loss_cls: 2.9113, loss: 2.9113, grad_norm: 1.4968 2020-07-18 13:58:50,928 - mmaction - INFO - Epoch [97][720/1253] lr: 2.074e-01, eta: 2 days, 18:53:34, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.3755, top5_acc: 0.6375, loss_cls: 2.7667, loss: 2.7667, grad_norm: 1.4736 2020-07-18 13:59:13,475 - mmaction - INFO - Epoch [97][740/1253] lr: 2.074e-01, eta: 2 days, 18:53:04, time: 1.126, data_time: 0.001, memory: 9059, top1_acc: 0.3641, top5_acc: 0.6159, loss_cls: 2.8923, loss: 2.8923, grad_norm: 1.4692 2020-07-18 13:59:34,994 - mmaction - INFO - Epoch [97][760/1253] lr: 2.074e-01, eta: 2 days, 18:52:29, time: 1.076, data_time: 0.006, memory: 9059, top1_acc: 0.3596, top5_acc: 0.6125, loss_cls: 2.9135, loss: 2.9135, grad_norm: 1.5339 2020-07-18 13:59:56,467 - mmaction - INFO - Epoch [97][780/1253] lr: 2.074e-01, eta: 2 days, 18:51:55, time: 1.075, data_time: 0.003, memory: 9059, top1_acc: 0.3549, top5_acc: 0.6122, loss_cls: 2.9016, loss: 2.9016, grad_norm: 1.4992 2020-07-18 14:00:26,375 - mmaction - INFO - Epoch [97][800/1253] lr: 2.074e-01, eta: 2 days, 18:51:51, time: 1.456, data_time: 0.002, memory: 9059, top1_acc: 0.3669, top5_acc: 0.6255, loss_cls: 2.8463, loss: 2.8463, grad_norm: 1.4920 2020-07-18 14:00:48,927 - mmaction - INFO - Epoch [97][820/1253] lr: 2.074e-01, eta: 2 days, 18:51:23, time: 1.166, data_time: 0.044, memory: 9059, top1_acc: 0.3583, top5_acc: 0.6125, loss_cls: 2.9234, loss: 2.9234, grad_norm: 1.4788 2020-07-18 14:01:10,274 - mmaction - INFO - Epoch [97][840/1253] lr: 2.074e-01, eta: 2 days, 18:50:49, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.3745, top5_acc: 0.6211, loss_cls: 2.8454, loss: 2.8454, grad_norm: 1.4905 2020-07-18 14:01:36,097 - mmaction - INFO - Epoch [97][860/1253] lr: 2.074e-01, eta: 2 days, 18:50:31, time: 1.292, data_time: 0.002, memory: 9059, top1_acc: 0.3565, top5_acc: 0.6203, loss_cls: 2.9280, loss: 2.9280, grad_norm: 1.5219 2020-07-18 14:01:57,402 - mmaction - INFO - Epoch [97][880/1253] lr: 2.074e-01, eta: 2 days, 18:49:56, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3513, top5_acc: 0.6258, loss_cls: 2.8859, loss: 2.8859, grad_norm: 1.4910 2020-07-18 14:02:18,903 - mmaction - INFO - Epoch [97][900/1253] lr: 2.074e-01, eta: 2 days, 18:49:22, time: 1.073, data_time: 0.001, memory: 9059, top1_acc: 0.3583, top5_acc: 0.6151, loss_cls: 2.8812, loss: 2.8812, grad_norm: 1.4891 2020-07-18 14:02:40,424 - mmaction - INFO - Epoch [97][920/1253] lr: 2.074e-01, eta: 2 days, 18:48:47, time: 1.076, data_time: 0.003, memory: 9059, top1_acc: 0.3747, top5_acc: 0.6260, loss_cls: 2.8323, loss: 2.8323, grad_norm: 1.4791 2020-07-18 14:03:01,755 - mmaction - INFO - Epoch [97][940/1253] lr: 2.074e-01, eta: 2 days, 18:48:13, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.3654, top5_acc: 0.6203, loss_cls: 2.8953, loss: 2.8953, grad_norm: 1.5153 2020-07-18 14:03:23,258 - mmaction - INFO - Epoch [97][960/1253] lr: 2.074e-01, eta: 2 days, 18:47:38, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.3685, top5_acc: 0.6232, loss_cls: 2.8750, loss: 2.8750, grad_norm: 1.5053 2020-07-18 14:03:44,534 - mmaction - INFO - Epoch [97][980/1253] lr: 2.074e-01, eta: 2 days, 18:47:03, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.3654, top5_acc: 0.6174, loss_cls: 2.8846, loss: 2.8846, grad_norm: 1.5208 2020-07-18 14:04:05,720 - mmaction - INFO - Epoch [97][1000/1253] lr: 2.074e-01, eta: 2 days, 18:46:28, time: 1.059, data_time: 0.003, memory: 9059, top1_acc: 0.3732, top5_acc: 0.6401, loss_cls: 2.8101, loss: 2.8101, grad_norm: 1.5022 2020-07-18 14:04:26,952 - mmaction - INFO - Epoch [97][1020/1253] lr: 2.074e-01, eta: 2 days, 18:45:52, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3674, top5_acc: 0.6112, loss_cls: 2.8914, loss: 2.8914, grad_norm: 1.5157 2020-07-18 14:04:48,358 - mmaction - INFO - Epoch [97][1040/1253] lr: 2.074e-01, eta: 2 days, 18:45:18, time: 1.070, data_time: 0.001, memory: 9059, top1_acc: 0.3583, top5_acc: 0.6229, loss_cls: 2.8760, loss: 2.8760, grad_norm: 1.4861 2020-07-18 14:05:09,743 - mmaction - INFO - Epoch [97][1060/1253] lr: 2.074e-01, eta: 2 days, 18:44:43, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3667, top5_acc: 0.6276, loss_cls: 2.8487, loss: 2.8487, grad_norm: 1.5272 2020-07-18 14:05:36,395 - mmaction - INFO - Epoch [97][1080/1253] lr: 2.074e-01, eta: 2 days, 18:44:29, time: 1.333, data_time: 0.002, memory: 9059, top1_acc: 0.3742, top5_acc: 0.6208, loss_cls: 2.8681, loss: 2.8681, grad_norm: 1.4765 2020-07-18 14:05:58,082 - mmaction - INFO - Epoch [97][1100/1253] lr: 2.074e-01, eta: 2 days, 18:43:55, time: 1.084, data_time: 0.003, memory: 9059, top1_acc: 0.3711, top5_acc: 0.6276, loss_cls: 2.8552, loss: 2.8552, grad_norm: 1.5170 2020-07-18 14:06:19,396 - mmaction - INFO - Epoch [97][1120/1253] lr: 2.074e-01, eta: 2 days, 18:43:21, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.3549, top5_acc: 0.5987, loss_cls: 2.9406, loss: 2.9406, grad_norm: 1.5007 2020-07-18 14:06:40,687 - mmaction - INFO - Epoch [97][1140/1253] lr: 2.074e-01, eta: 2 days, 18:42:46, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3648, top5_acc: 0.6229, loss_cls: 2.8804, loss: 2.8804, grad_norm: 1.4938 2020-07-18 14:07:02,303 - mmaction - INFO - Epoch [97][1160/1253] lr: 2.074e-01, eta: 2 days, 18:42:12, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.3773, top5_acc: 0.6286, loss_cls: 2.8403, loss: 2.8403, grad_norm: 1.4691 2020-07-18 14:07:23,523 - mmaction - INFO - Epoch [97][1180/1253] lr: 2.074e-01, eta: 2 days, 18:41:37, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.3622, top5_acc: 0.6219, loss_cls: 2.8647, loss: 2.8647, grad_norm: 1.5156 2020-07-18 14:07:44,860 - mmaction - INFO - Epoch [97][1200/1253] lr: 2.074e-01, eta: 2 days, 18:41:02, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3560, top5_acc: 0.6159, loss_cls: 2.9061, loss: 2.9061, grad_norm: 1.4927 2020-07-18 14:08:06,274 - mmaction - INFO - Epoch [97][1220/1253] lr: 2.074e-01, eta: 2 days, 18:40:27, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3602, top5_acc: 0.6263, loss_cls: 2.8704, loss: 2.8704, grad_norm: 1.4695 2020-07-18 14:08:27,660 - mmaction - INFO - Epoch [97][1240/1253] lr: 2.074e-01, eta: 2 days, 18:39:53, time: 1.069, data_time: 0.004, memory: 9059, top1_acc: 0.3661, top5_acc: 0.6115, loss_cls: 2.8926, loss: 2.8926, grad_norm: 1.4715 2020-07-18 14:12:14,311 - mmaction - INFO - Epoch [98][20/1253] lr: 2.057e-01, eta: 2 days, 18:49:47, time: 10.171, data_time: 8.856, memory: 9059, top1_acc: 0.3549, top5_acc: 0.6164, loss_cls: 2.8872, loss: 2.8872, grad_norm: 1.5324 2020-07-18 14:12:35,625 - mmaction - INFO - Epoch [98][40/1253] lr: 2.057e-01, eta: 2 days, 18:49:12, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3651, top5_acc: 0.6180, loss_cls: 2.8861, loss: 2.8861, grad_norm: 1.4728 2020-07-18 14:12:57,134 - mmaction - INFO - Epoch [98][60/1253] lr: 2.057e-01, eta: 2 days, 18:48:38, time: 1.077, data_time: 0.003, memory: 9059, top1_acc: 0.3609, top5_acc: 0.6042, loss_cls: 2.9010, loss: 2.9010, grad_norm: 1.5082 2020-07-18 14:13:18,322 - mmaction - INFO - Epoch [98][80/1253] lr: 2.057e-01, eta: 2 days, 18:48:02, time: 1.059, data_time: 0.001, memory: 9059, top1_acc: 0.3849, top5_acc: 0.6292, loss_cls: 2.8146, loss: 2.8146, grad_norm: 1.4761 2020-07-18 14:13:39,757 - mmaction - INFO - Epoch [98][100/1253] lr: 2.057e-01, eta: 2 days, 18:47:27, time: 1.072, data_time: 0.001, memory: 9059, top1_acc: 0.3773, top5_acc: 0.6148, loss_cls: 2.8645, loss: 2.8645, grad_norm: 1.4708 2020-07-18 14:14:01,022 - mmaction - INFO - Epoch [98][120/1253] lr: 2.057e-01, eta: 2 days, 18:46:52, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.3724, top5_acc: 0.6224, loss_cls: 2.8411, loss: 2.8411, grad_norm: 1.4850 2020-07-18 14:14:22,257 - mmaction - INFO - Epoch [98][140/1253] lr: 2.057e-01, eta: 2 days, 18:46:17, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3820, top5_acc: 0.6294, loss_cls: 2.7959, loss: 2.7959, grad_norm: 1.4863 2020-07-18 14:14:43,486 - mmaction - INFO - Epoch [98][160/1253] lr: 2.057e-01, eta: 2 days, 18:45:41, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3734, top5_acc: 0.6177, loss_cls: 2.8724, loss: 2.8724, grad_norm: 1.5210 2020-07-18 14:15:05,226 - mmaction - INFO - Epoch [98][180/1253] lr: 2.057e-01, eta: 2 days, 18:45:08, time: 1.087, data_time: 0.002, memory: 9059, top1_acc: 0.3729, top5_acc: 0.6245, loss_cls: 2.8301, loss: 2.8301, grad_norm: 1.4715 2020-07-18 14:15:26,464 - mmaction - INFO - Epoch [98][200/1253] lr: 2.057e-01, eta: 2 days, 18:44:32, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3724, top5_acc: 0.6294, loss_cls: 2.8225, loss: 2.8225, grad_norm: 1.5036 2020-07-18 14:15:47,702 - mmaction - INFO - Epoch [98][220/1253] lr: 2.057e-01, eta: 2 days, 18:43:57, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.3667, top5_acc: 0.6198, loss_cls: 2.8476, loss: 2.8476, grad_norm: 1.5135 2020-07-18 14:16:09,043 - mmaction - INFO - Epoch [98][240/1253] lr: 2.057e-01, eta: 2 days, 18:43:22, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.3607, top5_acc: 0.6146, loss_cls: 2.8914, loss: 2.8914, grad_norm: 1.5193 2020-07-18 14:16:30,428 - mmaction - INFO - Epoch [98][260/1253] lr: 2.057e-01, eta: 2 days, 18:42:47, time: 1.071, data_time: 0.003, memory: 9059, top1_acc: 0.3688, top5_acc: 0.6182, loss_cls: 2.8553, loss: 2.8553, grad_norm: 1.4948 2020-07-18 14:16:51,573 - mmaction - INFO - Epoch [98][280/1253] lr: 2.057e-01, eta: 2 days, 18:42:12, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.3620, top5_acc: 0.6156, loss_cls: 2.9146, loss: 2.9146, grad_norm: 1.4767 2020-07-18 14:17:12,910 - mmaction - INFO - Epoch [98][300/1253] lr: 2.057e-01, eta: 2 days, 18:41:37, time: 1.065, data_time: 0.005, memory: 9059, top1_acc: 0.3865, top5_acc: 0.6333, loss_cls: 2.7921, loss: 2.7921, grad_norm: 1.4855 2020-07-18 14:17:34,326 - mmaction - INFO - Epoch [98][320/1253] lr: 2.057e-01, eta: 2 days, 18:41:02, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3544, top5_acc: 0.6089, loss_cls: 2.9198, loss: 2.9198, grad_norm: 1.5319 2020-07-18 14:17:55,886 - mmaction - INFO - Epoch [98][340/1253] lr: 2.057e-01, eta: 2 days, 18:40:28, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.3529, top5_acc: 0.6063, loss_cls: 2.9373, loss: 2.9373, grad_norm: 1.5078 2020-07-18 14:18:17,257 - mmaction - INFO - Epoch [98][360/1253] lr: 2.057e-01, eta: 2 days, 18:39:53, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.3771, top5_acc: 0.6294, loss_cls: 2.8091, loss: 2.8091, grad_norm: 1.5004 2020-07-18 14:18:38,748 - mmaction - INFO - Epoch [98][380/1253] lr: 2.057e-01, eta: 2 days, 18:39:19, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.3846, top5_acc: 0.6367, loss_cls: 2.8455, loss: 2.8455, grad_norm: 1.4695 2020-07-18 14:19:00,063 - mmaction - INFO - Epoch [98][400/1253] lr: 2.057e-01, eta: 2 days, 18:38:44, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.3635, top5_acc: 0.6221, loss_cls: 2.8675, loss: 2.8675, grad_norm: 1.5184 2020-07-18 14:19:21,998 - mmaction - INFO - Epoch [98][420/1253] lr: 2.057e-01, eta: 2 days, 18:38:11, time: 1.095, data_time: 0.002, memory: 9059, top1_acc: 0.3615, top5_acc: 0.6021, loss_cls: 2.9125, loss: 2.9125, grad_norm: 1.4833 2020-07-18 14:19:43,445 - mmaction - INFO - Epoch [98][440/1253] lr: 2.057e-01, eta: 2 days, 18:37:37, time: 1.075, data_time: 0.004, memory: 9059, top1_acc: 0.3805, top5_acc: 0.6216, loss_cls: 2.8411, loss: 2.8411, grad_norm: 1.4989 2020-07-18 14:20:05,307 - mmaction - INFO - Epoch [98][460/1253] lr: 2.057e-01, eta: 2 days, 18:37:04, time: 1.092, data_time: 0.001, memory: 9059, top1_acc: 0.3779, top5_acc: 0.6237, loss_cls: 2.8453, loss: 2.8453, grad_norm: 1.5065 2020-07-18 14:20:26,826 - mmaction - INFO - Epoch [98][480/1253] lr: 2.057e-01, eta: 2 days, 18:36:30, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.3703, top5_acc: 0.6146, loss_cls: 2.8854, loss: 2.8854, grad_norm: 1.5092 2020-07-18 14:20:48,137 - mmaction - INFO - Epoch [98][500/1253] lr: 2.057e-01, eta: 2 days, 18:35:55, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3766, top5_acc: 0.6273, loss_cls: 2.8354, loss: 2.8354, grad_norm: 1.4982 2020-07-18 14:21:09,439 - mmaction - INFO - Epoch [98][520/1253] lr: 2.057e-01, eta: 2 days, 18:35:20, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3693, top5_acc: 0.6216, loss_cls: 2.8581, loss: 2.8581, grad_norm: 1.4590 2020-07-18 14:21:30,813 - mmaction - INFO - Epoch [98][540/1253] lr: 2.057e-01, eta: 2 days, 18:34:46, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3792, top5_acc: 0.6276, loss_cls: 2.8254, loss: 2.8254, grad_norm: 1.4803 2020-07-18 14:21:52,071 - mmaction - INFO - Epoch [98][560/1253] lr: 2.057e-01, eta: 2 days, 18:34:10, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3732, top5_acc: 0.6229, loss_cls: 2.8688, loss: 2.8688, grad_norm: 1.4936 2020-07-18 14:22:13,393 - mmaction - INFO - Epoch [98][580/1253] lr: 2.057e-01, eta: 2 days, 18:33:36, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3716, top5_acc: 0.6159, loss_cls: 2.8563, loss: 2.8563, grad_norm: 1.5204 2020-07-18 14:22:34,605 - mmaction - INFO - Epoch [98][600/1253] lr: 2.057e-01, eta: 2 days, 18:33:00, time: 1.058, data_time: 0.001, memory: 9059, top1_acc: 0.3698, top5_acc: 0.6188, loss_cls: 2.8747, loss: 2.8747, grad_norm: 1.5187 2020-07-18 14:22:55,991 - mmaction - INFO - Epoch [98][620/1253] lr: 2.057e-01, eta: 2 days, 18:32:26, time: 1.071, data_time: 0.004, memory: 9059, top1_acc: 0.3677, top5_acc: 0.6281, loss_cls: 2.8266, loss: 2.8266, grad_norm: 1.5011 2020-07-18 14:23:17,320 - mmaction - INFO - Epoch [98][640/1253] lr: 2.057e-01, eta: 2 days, 18:31:51, time: 1.068, data_time: 0.005, memory: 9059, top1_acc: 0.3674, top5_acc: 0.6229, loss_cls: 2.8591, loss: 2.8591, grad_norm: 1.4881 2020-07-18 14:23:38,610 - mmaction - INFO - Epoch [98][660/1253] lr: 2.057e-01, eta: 2 days, 18:31:16, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.3589, top5_acc: 0.6203, loss_cls: 2.8840, loss: 2.8840, grad_norm: 1.4978 2020-07-18 14:24:00,431 - mmaction - INFO - Epoch [98][680/1253] lr: 2.057e-01, eta: 2 days, 18:30:43, time: 1.092, data_time: 0.002, memory: 9059, top1_acc: 0.3633, top5_acc: 0.6188, loss_cls: 2.8955, loss: 2.8955, grad_norm: 1.5218 2020-07-18 14:24:21,798 - mmaction - INFO - Epoch [98][700/1253] lr: 2.057e-01, eta: 2 days, 18:30:08, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.3667, top5_acc: 0.6253, loss_cls: 2.8479, loss: 2.8479, grad_norm: 1.5027 2020-07-18 14:24:43,008 - mmaction - INFO - Epoch [98][720/1253] lr: 2.057e-01, eta: 2 days, 18:29:33, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3497, top5_acc: 0.6159, loss_cls: 2.9018, loss: 2.9018, grad_norm: 1.5330 2020-07-18 14:25:04,466 - mmaction - INFO - Epoch [98][740/1253] lr: 2.057e-01, eta: 2 days, 18:28:59, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3599, top5_acc: 0.6318, loss_cls: 2.8387, loss: 2.8387, grad_norm: 1.5212 2020-07-18 14:25:25,805 - mmaction - INFO - Epoch [98][760/1253] lr: 2.057e-01, eta: 2 days, 18:28:24, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3719, top5_acc: 0.6221, loss_cls: 2.8539, loss: 2.8539, grad_norm: 1.4828 2020-07-18 14:25:47,102 - mmaction - INFO - Epoch [98][780/1253] lr: 2.057e-01, eta: 2 days, 18:27:50, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.3758, top5_acc: 0.6180, loss_cls: 2.9010, loss: 2.9010, grad_norm: 1.4742 2020-07-18 14:26:08,734 - mmaction - INFO - Epoch [98][800/1253] lr: 2.057e-01, eta: 2 days, 18:27:16, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.3831, top5_acc: 0.6424, loss_cls: 2.8004, loss: 2.8004, grad_norm: 1.4990 2020-07-18 14:26:30,201 - mmaction - INFO - Epoch [98][820/1253] lr: 2.057e-01, eta: 2 days, 18:26:42, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3721, top5_acc: 0.6229, loss_cls: 2.8548, loss: 2.8548, grad_norm: 1.4956 2020-07-18 14:26:51,529 - mmaction - INFO - Epoch [98][840/1253] lr: 2.057e-01, eta: 2 days, 18:26:07, time: 1.069, data_time: 0.004, memory: 9059, top1_acc: 0.3573, top5_acc: 0.6078, loss_cls: 2.9072, loss: 2.9072, grad_norm: 1.4696 2020-07-18 14:27:12,850 - mmaction - INFO - Epoch [98][860/1253] lr: 2.057e-01, eta: 2 days, 18:25:32, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3766, top5_acc: 0.6161, loss_cls: 2.8718, loss: 2.8718, grad_norm: 1.5171 2020-07-18 14:27:34,378 - mmaction - INFO - Epoch [98][880/1253] lr: 2.057e-01, eta: 2 days, 18:24:58, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.3576, top5_acc: 0.6292, loss_cls: 2.8853, loss: 2.8853, grad_norm: 1.5024 2020-07-18 14:27:55,555 - mmaction - INFO - Epoch [98][900/1253] lr: 2.057e-01, eta: 2 days, 18:24:23, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.3654, top5_acc: 0.6109, loss_cls: 2.9137, loss: 2.9137, grad_norm: 1.4783 2020-07-18 14:28:16,891 - mmaction - INFO - Epoch [98][920/1253] lr: 2.057e-01, eta: 2 days, 18:23:49, time: 1.069, data_time: 0.004, memory: 9059, top1_acc: 0.3711, top5_acc: 0.6117, loss_cls: 2.8717, loss: 2.8717, grad_norm: 1.4980 2020-07-18 14:28:38,145 - mmaction - INFO - Epoch [98][940/1253] lr: 2.057e-01, eta: 2 days, 18:23:14, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.3690, top5_acc: 0.6237, loss_cls: 2.8526, loss: 2.8526, grad_norm: 1.4915 2020-07-18 14:28:59,274 - mmaction - INFO - Epoch [98][960/1253] lr: 2.057e-01, eta: 2 days, 18:22:38, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.3617, top5_acc: 0.6125, loss_cls: 2.8840, loss: 2.8840, grad_norm: 1.4970 2020-07-18 14:29:20,589 - mmaction - INFO - Epoch [98][980/1253] lr: 2.057e-01, eta: 2 days, 18:22:03, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3672, top5_acc: 0.6193, loss_cls: 2.8937, loss: 2.8937, grad_norm: 1.5159 2020-07-18 14:29:41,893 - mmaction - INFO - Epoch [98][1000/1253] lr: 2.057e-01, eta: 2 days, 18:21:29, time: 1.067, data_time: 0.004, memory: 9059, top1_acc: 0.3729, top5_acc: 0.6224, loss_cls: 2.8742, loss: 2.8742, grad_norm: 1.5081 2020-07-18 14:30:03,378 - mmaction - INFO - Epoch [98][1020/1253] lr: 2.057e-01, eta: 2 days, 18:20:55, time: 1.075, data_time: 0.004, memory: 9059, top1_acc: 0.3789, top5_acc: 0.6281, loss_cls: 2.8238, loss: 2.8238, grad_norm: 1.4991 2020-07-18 14:30:25,525 - mmaction - INFO - Epoch [98][1040/1253] lr: 2.057e-01, eta: 2 days, 18:20:23, time: 1.108, data_time: 0.002, memory: 9059, top1_acc: 0.3638, top5_acc: 0.6341, loss_cls: 2.8779, loss: 2.8779, grad_norm: 1.4902 2020-07-18 14:30:46,727 - mmaction - INFO - Epoch [98][1060/1253] lr: 2.057e-01, eta: 2 days, 18:19:48, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3586, top5_acc: 0.6109, loss_cls: 2.9043, loss: 2.9043, grad_norm: 1.5069 2020-07-18 14:31:08,318 - mmaction - INFO - Epoch [98][1080/1253] lr: 2.057e-01, eta: 2 days, 18:19:15, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.3760, top5_acc: 0.6271, loss_cls: 2.8186, loss: 2.8186, grad_norm: 1.4891 2020-07-18 14:31:29,817 - mmaction - INFO - Epoch [98][1100/1253] lr: 2.057e-01, eta: 2 days, 18:18:41, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.3682, top5_acc: 0.6091, loss_cls: 2.8954, loss: 2.8954, grad_norm: 1.4886 2020-07-18 14:31:51,053 - mmaction - INFO - Epoch [98][1120/1253] lr: 2.057e-01, eta: 2 days, 18:18:06, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3513, top5_acc: 0.6076, loss_cls: 2.9285, loss: 2.9285, grad_norm: 1.4996 2020-07-18 14:32:12,580 - mmaction - INFO - Epoch [98][1140/1253] lr: 2.057e-01, eta: 2 days, 18:17:32, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.3589, top5_acc: 0.6042, loss_cls: 2.9395, loss: 2.9395, grad_norm: 1.4730 2020-07-18 14:32:33,717 - mmaction - INFO - Epoch [98][1160/1253] lr: 2.057e-01, eta: 2 days, 18:16:57, time: 1.058, data_time: 0.003, memory: 9059, top1_acc: 0.3747, top5_acc: 0.6307, loss_cls: 2.8290, loss: 2.8290, grad_norm: 1.4737 2020-07-18 14:32:55,524 - mmaction - INFO - Epoch [98][1180/1253] lr: 2.057e-01, eta: 2 days, 18:16:24, time: 1.091, data_time: 0.002, memory: 9059, top1_acc: 0.3682, top5_acc: 0.6224, loss_cls: 2.8342, loss: 2.8342, grad_norm: 1.4956 2020-07-18 14:33:17,071 - mmaction - INFO - Epoch [98][1200/1253] lr: 2.057e-01, eta: 2 days, 18:15:51, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.3698, top5_acc: 0.6320, loss_cls: 2.8269, loss: 2.8269, grad_norm: 1.5066 2020-07-18 14:33:38,514 - mmaction - INFO - Epoch [98][1220/1253] lr: 2.057e-01, eta: 2 days, 18:15:16, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3669, top5_acc: 0.6154, loss_cls: 2.9000, loss: 2.9000, grad_norm: 1.5087 2020-07-18 14:34:00,654 - mmaction - INFO - Epoch [98][1240/1253] lr: 2.057e-01, eta: 2 days, 18:14:45, time: 1.107, data_time: 0.002, memory: 9059, top1_acc: 0.3516, top5_acc: 0.6214, loss_cls: 2.8910, loss: 2.8910, grad_norm: 1.4740 2020-07-18 14:37:20,367 - mmaction - INFO - Epoch [99][20/1253] lr: 2.040e-01, eta: 2 days, 18:22:54, time: 9.014, data_time: 7.671, memory: 9059, top1_acc: 0.3690, top5_acc: 0.6237, loss_cls: 2.8296, loss: 2.8296, grad_norm: 1.5433 2020-07-18 14:37:41,864 - mmaction - INFO - Epoch [99][40/1253] lr: 2.040e-01, eta: 2 days, 18:22:20, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.3719, top5_acc: 0.6299, loss_cls: 2.8258, loss: 2.8258, grad_norm: 1.5359 2020-07-18 14:38:03,284 - mmaction - INFO - Epoch [99][60/1253] lr: 2.040e-01, eta: 2 days, 18:21:45, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.3674, top5_acc: 0.6263, loss_cls: 2.8204, loss: 2.8204, grad_norm: 1.5646 2020-07-18 14:38:24,881 - mmaction - INFO - Epoch [99][80/1253] lr: 2.040e-01, eta: 2 days, 18:21:12, time: 1.085, data_time: 0.007, memory: 9059, top1_acc: 0.3690, top5_acc: 0.6268, loss_cls: 2.8102, loss: 2.8102, grad_norm: 1.5105 2020-07-18 14:38:46,186 - mmaction - INFO - Epoch [99][100/1253] lr: 2.040e-01, eta: 2 days, 18:20:37, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3747, top5_acc: 0.6229, loss_cls: 2.8325, loss: 2.8325, grad_norm: 1.4704 2020-07-18 14:39:07,434 - mmaction - INFO - Epoch [99][120/1253] lr: 2.040e-01, eta: 2 days, 18:20:02, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.3698, top5_acc: 0.6310, loss_cls: 2.8462, loss: 2.8462, grad_norm: 1.5278 2020-07-18 14:39:29,300 - mmaction - INFO - Epoch [99][140/1253] lr: 2.040e-01, eta: 2 days, 18:19:29, time: 1.094, data_time: 0.002, memory: 9059, top1_acc: 0.3661, top5_acc: 0.6141, loss_cls: 2.9093, loss: 2.9093, grad_norm: 1.5051 2020-07-18 14:39:51,267 - mmaction - INFO - Epoch [99][160/1253] lr: 2.040e-01, eta: 2 days, 18:18:57, time: 1.098, data_time: 0.012, memory: 9059, top1_acc: 0.3901, top5_acc: 0.6391, loss_cls: 2.7923, loss: 2.7923, grad_norm: 1.5233 2020-07-18 14:40:12,497 - mmaction - INFO - Epoch [99][180/1253] lr: 2.040e-01, eta: 2 days, 18:18:22, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3622, top5_acc: 0.6107, loss_cls: 2.8730, loss: 2.8730, grad_norm: 1.5054 2020-07-18 14:40:34,436 - mmaction - INFO - Epoch [99][200/1253] lr: 2.040e-01, eta: 2 days, 18:17:49, time: 1.097, data_time: 0.013, memory: 9059, top1_acc: 0.3872, top5_acc: 0.6456, loss_cls: 2.7305, loss: 2.7305, grad_norm: 1.5117 2020-07-18 14:40:55,938 - mmaction - INFO - Epoch [99][220/1253] lr: 2.040e-01, eta: 2 days, 18:17:15, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3732, top5_acc: 0.6169, loss_cls: 2.8656, loss: 2.8656, grad_norm: 1.5204 2020-07-18 14:41:17,611 - mmaction - INFO - Epoch [99][240/1253] lr: 2.040e-01, eta: 2 days, 18:16:42, time: 1.088, data_time: 0.007, memory: 9059, top1_acc: 0.3802, top5_acc: 0.6232, loss_cls: 2.8135, loss: 2.8135, grad_norm: 1.5130 2020-07-18 14:41:39,076 - mmaction - INFO - Epoch [99][260/1253] lr: 2.040e-01, eta: 2 days, 18:16:08, time: 1.072, data_time: 0.008, memory: 9059, top1_acc: 0.3578, top5_acc: 0.6188, loss_cls: 2.8688, loss: 2.8688, grad_norm: 1.5386 2020-07-18 14:42:00,645 - mmaction - INFO - Epoch [99][280/1253] lr: 2.040e-01, eta: 2 days, 18:15:34, time: 1.081, data_time: 0.004, memory: 9059, top1_acc: 0.3555, top5_acc: 0.6138, loss_cls: 2.9072, loss: 2.9072, grad_norm: 1.5015 2020-07-18 14:42:22,028 - mmaction - INFO - Epoch [99][300/1253] lr: 2.040e-01, eta: 2 days, 18:15:00, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3758, top5_acc: 0.6164, loss_cls: 2.8710, loss: 2.8710, grad_norm: 1.5065 2020-07-18 14:42:43,761 - mmaction - INFO - Epoch [99][320/1253] lr: 2.040e-01, eta: 2 days, 18:14:25, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3721, top5_acc: 0.6208, loss_cls: 2.8578, loss: 2.8578, grad_norm: 1.4921 2020-07-18 14:43:04,955 - mmaction - INFO - Epoch [99][340/1253] lr: 2.040e-01, eta: 2 days, 18:13:52, time: 1.088, data_time: 0.030, memory: 9059, top1_acc: 0.3617, top5_acc: 0.6172, loss_cls: 2.8728, loss: 2.8728, grad_norm: 1.5157 2020-07-18 14:43:26,117 - mmaction - INFO - Epoch [99][360/1253] lr: 2.040e-01, eta: 2 days, 18:13:17, time: 1.057, data_time: 0.001, memory: 9059, top1_acc: 0.3672, top5_acc: 0.6099, loss_cls: 2.8943, loss: 2.8943, grad_norm: 1.5069 2020-07-18 14:43:47,282 - mmaction - INFO - Epoch [99][380/1253] lr: 2.040e-01, eta: 2 days, 18:12:41, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3813, top5_acc: 0.6378, loss_cls: 2.7925, loss: 2.7925, grad_norm: 1.4970 2020-07-18 14:44:08,836 - mmaction - INFO - Epoch [99][400/1253] lr: 2.040e-01, eta: 2 days, 18:12:08, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.3586, top5_acc: 0.6232, loss_cls: 2.8825, loss: 2.8825, grad_norm: 1.5487 2020-07-18 14:44:30,410 - mmaction - INFO - Epoch [99][420/1253] lr: 2.040e-01, eta: 2 days, 18:11:34, time: 1.077, data_time: 0.003, memory: 9059, top1_acc: 0.3469, top5_acc: 0.6104, loss_cls: 2.9620, loss: 2.9620, grad_norm: 1.5122 2020-07-18 14:44:51,797 - mmaction - INFO - Epoch [99][440/1253] lr: 2.040e-01, eta: 2 days, 18:11:00, time: 1.070, data_time: 0.004, memory: 9059, top1_acc: 0.3656, top5_acc: 0.6232, loss_cls: 2.9091, loss: 2.9091, grad_norm: 1.4972 2020-07-18 14:45:13,191 - mmaction - INFO - Epoch [99][460/1253] lr: 2.040e-01, eta: 2 days, 18:10:25, time: 1.071, data_time: 0.003, memory: 9059, top1_acc: 0.3846, top5_acc: 0.6297, loss_cls: 2.8111, loss: 2.8111, grad_norm: 1.4855 2020-07-18 14:45:34,383 - mmaction - INFO - Epoch [99][480/1253] lr: 2.040e-01, eta: 2 days, 18:09:50, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3552, top5_acc: 0.6216, loss_cls: 2.8931, loss: 2.8931, grad_norm: 1.4675 2020-07-18 14:45:55,742 - mmaction - INFO - Epoch [99][500/1253] lr: 2.040e-01, eta: 2 days, 18:09:16, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3747, top5_acc: 0.6362, loss_cls: 2.8044, loss: 2.8044, grad_norm: 1.4601 2020-07-18 14:46:17,158 - mmaction - INFO - Epoch [99][520/1253] lr: 2.040e-01, eta: 2 days, 18:08:42, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.3826, top5_acc: 0.6315, loss_cls: 2.8027, loss: 2.8027, grad_norm: 1.4772 2020-07-18 14:46:39,018 - mmaction - INFO - Epoch [99][540/1253] lr: 2.040e-01, eta: 2 days, 18:08:09, time: 1.094, data_time: 0.002, memory: 9059, top1_acc: 0.3753, top5_acc: 0.6284, loss_cls: 2.8176, loss: 2.8176, grad_norm: 1.5232 2020-07-18 14:47:00,228 - mmaction - INFO - Epoch [99][560/1253] lr: 2.040e-01, eta: 2 days, 18:07:34, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3609, top5_acc: 0.6177, loss_cls: 2.8736, loss: 2.8736, grad_norm: 1.5242 2020-07-18 14:47:21,606 - mmaction - INFO - Epoch [99][580/1253] lr: 2.040e-01, eta: 2 days, 18:07:00, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3732, top5_acc: 0.6164, loss_cls: 2.8627, loss: 2.8627, grad_norm: 1.4876 2020-07-18 14:47:43,236 - mmaction - INFO - Epoch [99][600/1253] lr: 2.040e-01, eta: 2 days, 18:06:27, time: 1.083, data_time: 0.004, memory: 9059, top1_acc: 0.3609, top5_acc: 0.6068, loss_cls: 2.9372, loss: 2.9372, grad_norm: 1.5166 2020-07-18 14:48:04,568 - mmaction - INFO - Epoch [99][620/1253] lr: 2.040e-01, eta: 2 days, 18:05:52, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3740, top5_acc: 0.6315, loss_cls: 2.8166, loss: 2.8166, grad_norm: 1.5049 2020-07-18 14:48:26,197 - mmaction - INFO - Epoch [99][640/1253] lr: 2.040e-01, eta: 2 days, 18:05:19, time: 1.082, data_time: 0.002, memory: 9059, top1_acc: 0.3643, top5_acc: 0.6169, loss_cls: 2.8905, loss: 2.8905, grad_norm: 1.5087 2020-07-18 14:48:47,719 - mmaction - INFO - Epoch [99][660/1253] lr: 2.040e-01, eta: 2 days, 18:04:45, time: 1.075, data_time: 0.012, memory: 9059, top1_acc: 0.3706, top5_acc: 0.6294, loss_cls: 2.8595, loss: 2.8595, grad_norm: 1.4559 2020-07-18 14:49:08,967 - mmaction - INFO - Epoch [99][680/1253] lr: 2.040e-01, eta: 2 days, 18:04:11, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.3654, top5_acc: 0.6206, loss_cls: 2.8552, loss: 2.8552, grad_norm: 1.5102 2020-07-18 14:49:30,239 - mmaction - INFO - Epoch [99][700/1253] lr: 2.040e-01, eta: 2 days, 18:03:36, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3635, top5_acc: 0.6133, loss_cls: 2.8887, loss: 2.8887, grad_norm: 1.5046 2020-07-18 14:49:51,430 - mmaction - INFO - Epoch [99][720/1253] lr: 2.040e-01, eta: 2 days, 18:03:01, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3794, top5_acc: 0.6294, loss_cls: 2.8448, loss: 2.8448, grad_norm: 1.5145 2020-07-18 14:50:12,771 - mmaction - INFO - Epoch [99][740/1253] lr: 2.040e-01, eta: 2 days, 18:02:27, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.3513, top5_acc: 0.6208, loss_cls: 2.9032, loss: 2.9032, grad_norm: 1.5533 2020-07-18 14:50:34,073 - mmaction - INFO - Epoch [99][760/1253] lr: 2.040e-01, eta: 2 days, 18:01:52, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3792, top5_acc: 0.6198, loss_cls: 2.8668, loss: 2.8668, grad_norm: 1.4956 2020-07-18 14:50:55,336 - mmaction - INFO - Epoch [99][780/1253] lr: 2.040e-01, eta: 2 days, 18:01:18, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.3581, top5_acc: 0.6115, loss_cls: 2.8870, loss: 2.8870, grad_norm: 1.4968 2020-07-18 14:51:16,896 - mmaction - INFO - Epoch [99][800/1253] lr: 2.040e-01, eta: 2 days, 18:00:44, time: 1.080, data_time: 0.003, memory: 9059, top1_acc: 0.3505, top5_acc: 0.6083, loss_cls: 2.9407, loss: 2.9407, grad_norm: 1.4884 2020-07-18 14:51:39,804 - mmaction - INFO - Epoch [99][820/1253] lr: 2.040e-01, eta: 2 days, 18:00:16, time: 1.145, data_time: 0.009, memory: 9059, top1_acc: 0.3784, top5_acc: 0.6273, loss_cls: 2.8502, loss: 2.8502, grad_norm: 1.4995 2020-07-18 14:52:00,987 - mmaction - INFO - Epoch [99][840/1253] lr: 2.040e-01, eta: 2 days, 17:59:41, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3802, top5_acc: 0.6474, loss_cls: 2.7706, loss: 2.7706, grad_norm: 1.5343 2020-07-18 14:52:22,300 - mmaction - INFO - Epoch [99][860/1253] lr: 2.040e-01, eta: 2 days, 17:59:06, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.3688, top5_acc: 0.6206, loss_cls: 2.8604, loss: 2.8604, grad_norm: 1.5018 2020-07-18 14:52:43,634 - mmaction - INFO - Epoch [99][880/1253] lr: 2.040e-01, eta: 2 days, 17:58:32, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3607, top5_acc: 0.6169, loss_cls: 2.9069, loss: 2.9069, grad_norm: 1.5059 2020-07-18 14:53:05,073 - mmaction - INFO - Epoch [99][900/1253] lr: 2.040e-01, eta: 2 days, 17:57:58, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3729, top5_acc: 0.6221, loss_cls: 2.8704, loss: 2.8704, grad_norm: 1.4812 2020-07-18 14:53:27,113 - mmaction - INFO - Epoch [99][920/1253] lr: 2.040e-01, eta: 2 days, 17:57:26, time: 1.102, data_time: 0.002, memory: 9059, top1_acc: 0.3760, top5_acc: 0.6268, loss_cls: 2.7928, loss: 2.7928, grad_norm: 1.5059 2020-07-18 14:53:49,873 - mmaction - INFO - Epoch [99][940/1253] lr: 2.040e-01, eta: 2 days, 17:56:58, time: 1.139, data_time: 0.002, memory: 9059, top1_acc: 0.3612, top5_acc: 0.6107, loss_cls: 2.8902, loss: 2.8902, grad_norm: 1.4968 2020-07-18 14:54:11,430 - mmaction - INFO - Epoch [99][960/1253] lr: 2.040e-01, eta: 2 days, 17:56:24, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.3807, top5_acc: 0.6156, loss_cls: 2.8466, loss: 2.8466, grad_norm: 1.5016 2020-07-18 14:54:32,878 - mmaction - INFO - Epoch [99][980/1253] lr: 2.040e-01, eta: 2 days, 17:55:50, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3594, top5_acc: 0.6005, loss_cls: 2.9202, loss: 2.9202, grad_norm: 1.4819 2020-07-18 14:54:54,279 - mmaction - INFO - Epoch [99][1000/1253] lr: 2.040e-01, eta: 2 days, 17:55:16, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3706, top5_acc: 0.6169, loss_cls: 2.8691, loss: 2.8691, grad_norm: 1.5191 2020-07-18 14:55:15,657 - mmaction - INFO - Epoch [99][1020/1253] lr: 2.040e-01, eta: 2 days, 17:54:42, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3719, top5_acc: 0.6224, loss_cls: 2.8850, loss: 2.8850, grad_norm: 1.5189 2020-07-18 14:55:37,020 - mmaction - INFO - Epoch [99][1040/1253] lr: 2.040e-01, eta: 2 days, 17:54:08, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3661, top5_acc: 0.6188, loss_cls: 2.8651, loss: 2.8651, grad_norm: 1.4977 2020-07-18 14:55:58,624 - mmaction - INFO - Epoch [99][1060/1253] lr: 2.040e-01, eta: 2 days, 17:53:35, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.3672, top5_acc: 0.6211, loss_cls: 2.8364, loss: 2.8364, grad_norm: 1.5187 2020-07-18 14:56:20,401 - mmaction - INFO - Epoch [99][1080/1253] lr: 2.040e-01, eta: 2 days, 17:53:02, time: 1.088, data_time: 0.002, memory: 9059, top1_acc: 0.3698, top5_acc: 0.6219, loss_cls: 2.8722, loss: 2.8722, grad_norm: 1.4928 2020-07-18 14:56:41,614 - mmaction - INFO - Epoch [99][1100/1253] lr: 2.040e-01, eta: 2 days, 17:52:28, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.3682, top5_acc: 0.6115, loss_cls: 2.8852, loss: 2.8852, grad_norm: 1.4566 2020-07-18 14:57:03,351 - mmaction - INFO - Epoch [99][1120/1253] lr: 2.040e-01, eta: 2 days, 17:51:55, time: 1.088, data_time: 0.002, memory: 9059, top1_acc: 0.3779, top5_acc: 0.6279, loss_cls: 2.8262, loss: 2.8262, grad_norm: 1.4976 2020-07-18 14:57:24,459 - mmaction - INFO - Epoch [99][1140/1253] lr: 2.040e-01, eta: 2 days, 17:51:20, time: 1.054, data_time: 0.001, memory: 9059, top1_acc: 0.3583, top5_acc: 0.6083, loss_cls: 2.9230, loss: 2.9230, grad_norm: 1.4786 2020-07-18 14:57:45,609 - mmaction - INFO - Epoch [99][1160/1253] lr: 2.040e-01, eta: 2 days, 17:50:45, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.3740, top5_acc: 0.6250, loss_cls: 2.8603, loss: 2.8603, grad_norm: 1.4873 2020-07-18 14:58:07,230 - mmaction - INFO - Epoch [99][1180/1253] lr: 2.040e-01, eta: 2 days, 17:50:12, time: 1.082, data_time: 0.002, memory: 9059, top1_acc: 0.3779, top5_acc: 0.6216, loss_cls: 2.8264, loss: 2.8264, grad_norm: 1.5013 2020-07-18 14:58:28,374 - mmaction - INFO - Epoch [99][1200/1253] lr: 2.040e-01, eta: 2 days, 17:49:37, time: 1.056, data_time: 0.001, memory: 9059, top1_acc: 0.3625, top5_acc: 0.6138, loss_cls: 2.9208, loss: 2.9208, grad_norm: 1.5029 2020-07-18 14:58:49,786 - mmaction - INFO - Epoch [99][1220/1253] lr: 2.040e-01, eta: 2 days, 17:49:03, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3714, top5_acc: 0.6148, loss_cls: 2.8532, loss: 2.8532, grad_norm: 1.4873 2020-07-18 14:59:11,137 - mmaction - INFO - Epoch [99][1240/1253] lr: 2.040e-01, eta: 2 days, 17:48:29, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3878, top5_acc: 0.6372, loss_cls: 2.7997, loss: 2.7997, grad_norm: 1.5327 2020-07-18 15:03:10,424 - mmaction - INFO - Epoch [100][20/1253] lr: 2.023e-01, eta: 2 days, 17:58:31, time: 10.778, data_time: 9.496, memory: 9059, top1_acc: 0.3760, top5_acc: 0.6258, loss_cls: 2.8599, loss: 2.8599, grad_norm: 1.5080 2020-07-18 15:03:32,022 - mmaction - INFO - Epoch [100][40/1253] lr: 2.023e-01, eta: 2 days, 17:57:59, time: 1.094, data_time: 0.021, memory: 9059, top1_acc: 0.3740, top5_acc: 0.6323, loss_cls: 2.8191, loss: 2.8191, grad_norm: 1.5102 2020-07-18 15:03:53,521 - mmaction - INFO - Epoch [100][60/1253] lr: 2.023e-01, eta: 2 days, 17:57:25, time: 1.079, data_time: 0.006, memory: 9059, top1_acc: 0.3685, top5_acc: 0.6305, loss_cls: 2.8645, loss: 2.8645, grad_norm: 1.5030 2020-07-18 15:04:15,261 - mmaction - INFO - Epoch [100][80/1253] lr: 2.023e-01, eta: 2 days, 17:56:52, time: 1.087, data_time: 0.002, memory: 9059, top1_acc: 0.3911, top5_acc: 0.6430, loss_cls: 2.7706, loss: 2.7706, grad_norm: 1.4889 2020-07-18 15:04:36,905 - mmaction - INFO - Epoch [100][100/1253] lr: 2.023e-01, eta: 2 days, 17:56:19, time: 1.083, data_time: 0.006, memory: 9059, top1_acc: 0.3703, top5_acc: 0.6198, loss_cls: 2.8479, loss: 2.8479, grad_norm: 1.4999 2020-07-18 15:04:58,292 - mmaction - INFO - Epoch [100][120/1253] lr: 2.023e-01, eta: 2 days, 17:55:45, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.3846, top5_acc: 0.6359, loss_cls: 2.7810, loss: 2.7810, grad_norm: 1.5199 2020-07-18 15:05:19,630 - mmaction - INFO - Epoch [100][140/1253] lr: 2.023e-01, eta: 2 days, 17:55:10, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3732, top5_acc: 0.6391, loss_cls: 2.7853, loss: 2.7853, grad_norm: 1.5380 2020-07-18 15:05:40,863 - mmaction - INFO - Epoch [100][160/1253] lr: 2.023e-01, eta: 2 days, 17:54:36, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3680, top5_acc: 0.6221, loss_cls: 2.8508, loss: 2.8508, grad_norm: 1.5079 2020-07-18 15:06:02,355 - mmaction - INFO - Epoch [100][180/1253] lr: 2.023e-01, eta: 2 days, 17:54:02, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.3732, top5_acc: 0.6281, loss_cls: 2.7911, loss: 2.7911, grad_norm: 1.5039 2020-07-18 15:06:23,819 - mmaction - INFO - Epoch [100][200/1253] lr: 2.023e-01, eta: 2 days, 17:53:28, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3729, top5_acc: 0.6232, loss_cls: 2.8344, loss: 2.8344, grad_norm: 1.5245 2020-07-18 15:06:45,250 - mmaction - INFO - Epoch [100][220/1253] lr: 2.023e-01, eta: 2 days, 17:52:54, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3784, top5_acc: 0.6292, loss_cls: 2.8215, loss: 2.8215, grad_norm: 1.4829 2020-07-18 15:07:07,203 - mmaction - INFO - Epoch [100][240/1253] lr: 2.023e-01, eta: 2 days, 17:52:22, time: 1.096, data_time: 0.002, memory: 9059, top1_acc: 0.3857, top5_acc: 0.6398, loss_cls: 2.7584, loss: 2.7584, grad_norm: 1.4868 2020-07-18 15:07:28,644 - mmaction - INFO - Epoch [100][260/1253] lr: 2.023e-01, eta: 2 days, 17:51:48, time: 1.074, data_time: 0.011, memory: 9059, top1_acc: 0.3750, top5_acc: 0.6305, loss_cls: 2.8566, loss: 2.8566, grad_norm: 1.5411 2020-07-18 15:07:49,852 - mmaction - INFO - Epoch [100][280/1253] lr: 2.023e-01, eta: 2 days, 17:51:13, time: 1.060, data_time: 0.003, memory: 9059, top1_acc: 0.3711, top5_acc: 0.6247, loss_cls: 2.8491, loss: 2.8491, grad_norm: 1.5511 2020-07-18 15:08:11,783 - mmaction - INFO - Epoch [100][300/1253] lr: 2.023e-01, eta: 2 days, 17:50:41, time: 1.097, data_time: 0.002, memory: 9059, top1_acc: 0.3742, top5_acc: 0.6297, loss_cls: 2.8465, loss: 2.8465, grad_norm: 1.5330 2020-07-18 15:08:33,024 - mmaction - INFO - Epoch [100][320/1253] lr: 2.023e-01, eta: 2 days, 17:50:06, time: 1.061, data_time: 0.001, memory: 9059, top1_acc: 0.3654, top5_acc: 0.6128, loss_cls: 2.8999, loss: 2.8999, grad_norm: 1.4836 2020-07-18 15:08:54,462 - mmaction - INFO - Epoch [100][340/1253] lr: 2.023e-01, eta: 2 days, 17:49:32, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3685, top5_acc: 0.6112, loss_cls: 2.9221, loss: 2.9221, grad_norm: 1.5070 2020-07-18 15:09:15,795 - mmaction - INFO - Epoch [100][360/1253] lr: 2.023e-01, eta: 2 days, 17:48:58, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3549, top5_acc: 0.6146, loss_cls: 2.9184, loss: 2.9184, grad_norm: 1.5180 2020-07-18 15:09:37,075 - mmaction - INFO - Epoch [100][380/1253] lr: 2.023e-01, eta: 2 days, 17:48:24, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.3766, top5_acc: 0.6401, loss_cls: 2.7636, loss: 2.7636, grad_norm: 1.5078 2020-07-18 15:09:58,458 - mmaction - INFO - Epoch [100][400/1253] lr: 2.023e-01, eta: 2 days, 17:47:50, time: 1.070, data_time: 0.004, memory: 9059, top1_acc: 0.3617, top5_acc: 0.6083, loss_cls: 2.9070, loss: 2.9070, grad_norm: 1.4979 2020-07-18 15:10:19,653 - mmaction - INFO - Epoch [100][420/1253] lr: 2.023e-01, eta: 2 days, 17:47:15, time: 1.059, data_time: 0.001, memory: 9059, top1_acc: 0.3620, top5_acc: 0.6156, loss_cls: 2.9003, loss: 2.9003, grad_norm: 1.5209 2020-07-18 15:10:41,145 - mmaction - INFO - Epoch [100][440/1253] lr: 2.023e-01, eta: 2 days, 17:46:41, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.3799, top5_acc: 0.6268, loss_cls: 2.8000, loss: 2.8000, grad_norm: 1.4957 2020-07-18 15:11:02,257 - mmaction - INFO - Epoch [100][460/1253] lr: 2.023e-01, eta: 2 days, 17:46:06, time: 1.055, data_time: 0.002, memory: 9059, top1_acc: 0.3758, top5_acc: 0.6263, loss_cls: 2.8228, loss: 2.8228, grad_norm: 1.5047 2020-07-18 15:11:23,572 - mmaction - INFO - Epoch [100][480/1253] lr: 2.023e-01, eta: 2 days, 17:45:32, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3807, top5_acc: 0.6234, loss_cls: 2.8570, loss: 2.8570, grad_norm: 1.5233 2020-07-18 15:11:45,011 - mmaction - INFO - Epoch [100][500/1253] lr: 2.023e-01, eta: 2 days, 17:44:58, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3667, top5_acc: 0.6323, loss_cls: 2.8525, loss: 2.8525, grad_norm: 1.5416 2020-07-18 15:12:06,844 - mmaction - INFO - Epoch [100][520/1253] lr: 2.023e-01, eta: 2 days, 17:44:26, time: 1.095, data_time: 0.020, memory: 9059, top1_acc: 0.3740, top5_acc: 0.6292, loss_cls: 2.8607, loss: 2.8607, grad_norm: 1.5133 2020-07-18 15:12:28,050 - mmaction - INFO - Epoch [100][540/1253] lr: 2.023e-01, eta: 2 days, 17:43:51, time: 1.059, data_time: 0.001, memory: 9059, top1_acc: 0.3781, top5_acc: 0.6380, loss_cls: 2.7989, loss: 2.7989, grad_norm: 1.4968 2020-07-18 15:12:49,449 - mmaction - INFO - Epoch [100][560/1253] lr: 2.023e-01, eta: 2 days, 17:43:17, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3729, top5_acc: 0.6289, loss_cls: 2.8394, loss: 2.8394, grad_norm: 1.5296 2020-07-18 15:13:10,845 - mmaction - INFO - Epoch [100][580/1253] lr: 2.023e-01, eta: 2 days, 17:42:43, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3875, top5_acc: 0.6268, loss_cls: 2.8161, loss: 2.8161, grad_norm: 1.5178 2020-07-18 15:13:32,210 - mmaction - INFO - Epoch [100][600/1253] lr: 2.023e-01, eta: 2 days, 17:42:09, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.3747, top5_acc: 0.6174, loss_cls: 2.8534, loss: 2.8534, grad_norm: 1.4937 2020-07-18 15:13:53,431 - mmaction - INFO - Epoch [100][620/1253] lr: 2.023e-01, eta: 2 days, 17:41:35, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3862, top5_acc: 0.6273, loss_cls: 2.8101, loss: 2.8101, grad_norm: 1.4843 2020-07-18 15:14:14,775 - mmaction - INFO - Epoch [100][640/1253] lr: 2.023e-01, eta: 2 days, 17:41:00, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3659, top5_acc: 0.6229, loss_cls: 2.8627, loss: 2.8627, grad_norm: 1.5360 2020-07-18 15:14:35,952 - mmaction - INFO - Epoch [100][660/1253] lr: 2.023e-01, eta: 2 days, 17:40:26, time: 1.062, data_time: 0.005, memory: 9059, top1_acc: 0.3656, top5_acc: 0.6180, loss_cls: 2.8760, loss: 2.8760, grad_norm: 1.4896 2020-07-18 15:14:57,485 - mmaction - INFO - Epoch [100][680/1253] lr: 2.023e-01, eta: 2 days, 17:39:52, time: 1.076, data_time: 0.003, memory: 9059, top1_acc: 0.3755, top5_acc: 0.6195, loss_cls: 2.8624, loss: 2.8624, grad_norm: 1.4876 2020-07-18 15:15:18,783 - mmaction - INFO - Epoch [100][700/1253] lr: 2.023e-01, eta: 2 days, 17:39:18, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3661, top5_acc: 0.6154, loss_cls: 2.8973, loss: 2.8973, grad_norm: 1.5151 2020-07-18 15:15:40,008 - mmaction - INFO - Epoch [100][720/1253] lr: 2.023e-01, eta: 2 days, 17:38:44, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3604, top5_acc: 0.6099, loss_cls: 2.9010, loss: 2.9010, grad_norm: 1.4876 2020-07-18 15:16:01,413 - mmaction - INFO - Epoch [100][740/1253] lr: 2.023e-01, eta: 2 days, 17:38:10, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3591, top5_acc: 0.6159, loss_cls: 2.9135, loss: 2.9135, grad_norm: 1.5031 2020-07-18 15:16:22,809 - mmaction - INFO - Epoch [100][760/1253] lr: 2.023e-01, eta: 2 days, 17:37:36, time: 1.071, data_time: 0.003, memory: 9059, top1_acc: 0.3612, top5_acc: 0.6107, loss_cls: 2.9156, loss: 2.9156, grad_norm: 1.4942 2020-07-18 15:16:44,068 - mmaction - INFO - Epoch [100][780/1253] lr: 2.023e-01, eta: 2 days, 17:37:02, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3685, top5_acc: 0.6195, loss_cls: 2.8607, loss: 2.8607, grad_norm: 1.4980 2020-07-18 15:17:05,628 - mmaction - INFO - Epoch [100][800/1253] lr: 2.023e-01, eta: 2 days, 17:36:28, time: 1.080, data_time: 0.003, memory: 9059, top1_acc: 0.3576, top5_acc: 0.6206, loss_cls: 2.8973, loss: 2.8973, grad_norm: 1.5298 2020-07-18 15:17:26,852 - mmaction - INFO - Epoch [100][820/1253] lr: 2.023e-01, eta: 2 days, 17:35:54, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.3568, top5_acc: 0.6109, loss_cls: 2.9130, loss: 2.9130, grad_norm: 1.4795 2020-07-18 15:17:48,056 - mmaction - INFO - Epoch [100][840/1253] lr: 2.023e-01, eta: 2 days, 17:35:19, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3794, top5_acc: 0.6299, loss_cls: 2.8061, loss: 2.8061, grad_norm: 1.5314 2020-07-18 15:18:09,384 - mmaction - INFO - Epoch [100][860/1253] lr: 2.023e-01, eta: 2 days, 17:34:45, time: 1.067, data_time: 0.005, memory: 9059, top1_acc: 0.3682, top5_acc: 0.6180, loss_cls: 2.8830, loss: 2.8830, grad_norm: 1.5092 2020-07-18 15:18:30,740 - mmaction - INFO - Epoch [100][880/1253] lr: 2.023e-01, eta: 2 days, 17:34:11, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3742, top5_acc: 0.6292, loss_cls: 2.8147, loss: 2.8147, grad_norm: 1.4791 2020-07-18 15:18:52,012 - mmaction - INFO - Epoch [100][900/1253] lr: 2.023e-01, eta: 2 days, 17:33:37, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3646, top5_acc: 0.6237, loss_cls: 2.8453, loss: 2.8453, grad_norm: 1.5006 2020-07-18 15:19:13,183 - mmaction - INFO - Epoch [100][920/1253] lr: 2.023e-01, eta: 2 days, 17:33:03, time: 1.057, data_time: 0.001, memory: 9059, top1_acc: 0.3698, top5_acc: 0.6242, loss_cls: 2.8575, loss: 2.8575, grad_norm: 1.5079 2020-07-18 15:19:34,563 - mmaction - INFO - Epoch [100][940/1253] lr: 2.023e-01, eta: 2 days, 17:32:29, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3615, top5_acc: 0.6260, loss_cls: 2.8743, loss: 2.8743, grad_norm: 1.4907 2020-07-18 15:19:56,025 - mmaction - INFO - Epoch [100][960/1253] lr: 2.023e-01, eta: 2 days, 17:31:55, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3620, top5_acc: 0.6055, loss_cls: 2.9010, loss: 2.9010, grad_norm: 1.4933 2020-07-18 15:20:17,373 - mmaction - INFO - Epoch [100][980/1253] lr: 2.023e-01, eta: 2 days, 17:31:21, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3677, top5_acc: 0.6305, loss_cls: 2.8458, loss: 2.8458, grad_norm: 1.5210 2020-07-18 15:20:38,695 - mmaction - INFO - Epoch [100][1000/1253] lr: 2.023e-01, eta: 2 days, 17:30:47, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3641, top5_acc: 0.6232, loss_cls: 2.8375, loss: 2.8375, grad_norm: 1.5060 2020-07-18 15:21:00,083 - mmaction - INFO - Epoch [100][1020/1253] lr: 2.023e-01, eta: 2 days, 17:30:14, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3661, top5_acc: 0.6120, loss_cls: 2.8839, loss: 2.8839, grad_norm: 1.5398 2020-07-18 15:21:21,504 - mmaction - INFO - Epoch [100][1040/1253] lr: 2.023e-01, eta: 2 days, 17:29:40, time: 1.069, data_time: 0.010, memory: 9059, top1_acc: 0.3620, top5_acc: 0.6224, loss_cls: 2.8598, loss: 2.8598, grad_norm: 1.5136 2020-07-18 15:21:43,036 - mmaction - INFO - Epoch [100][1060/1253] lr: 2.023e-01, eta: 2 days, 17:29:07, time: 1.077, data_time: 0.003, memory: 9059, top1_acc: 0.3651, top5_acc: 0.6086, loss_cls: 2.9111, loss: 2.9111, grad_norm: 1.5126 2020-07-18 15:22:04,339 - mmaction - INFO - Epoch [100][1080/1253] lr: 2.023e-01, eta: 2 days, 17:28:33, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3935, top5_acc: 0.6398, loss_cls: 2.7811, loss: 2.7811, grad_norm: 1.4529 2020-07-18 15:22:26,183 - mmaction - INFO - Epoch [100][1100/1253] lr: 2.023e-01, eta: 2 days, 17:28:00, time: 1.091, data_time: 0.002, memory: 9059, top1_acc: 0.3703, top5_acc: 0.6266, loss_cls: 2.8271, loss: 2.8271, grad_norm: 1.5232 2020-07-18 15:22:47,655 - mmaction - INFO - Epoch [100][1120/1253] lr: 2.023e-01, eta: 2 days, 17:27:27, time: 1.075, data_time: 0.004, memory: 9059, top1_acc: 0.3727, top5_acc: 0.6167, loss_cls: 2.8962, loss: 2.8962, grad_norm: 1.4953 2020-07-18 15:23:09,008 - mmaction - INFO - Epoch [100][1140/1253] lr: 2.023e-01, eta: 2 days, 17:26:53, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3789, top5_acc: 0.6315, loss_cls: 2.8190, loss: 2.8190, grad_norm: 1.4575 2020-07-18 15:23:30,287 - mmaction - INFO - Epoch [100][1160/1253] lr: 2.023e-01, eta: 2 days, 17:26:19, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.3607, top5_acc: 0.6122, loss_cls: 2.8989, loss: 2.8989, grad_norm: 1.5448 2020-07-18 15:23:51,744 - mmaction - INFO - Epoch [100][1180/1253] lr: 2.023e-01, eta: 2 days, 17:25:46, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3818, top5_acc: 0.6240, loss_cls: 2.8506, loss: 2.8506, grad_norm: 1.4780 2020-07-18 15:24:13,124 - mmaction - INFO - Epoch [100][1200/1253] lr: 2.023e-01, eta: 2 days, 17:25:12, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3836, top5_acc: 0.6398, loss_cls: 2.7779, loss: 2.7779, grad_norm: 1.4945 2020-07-18 15:24:34,469 - mmaction - INFO - Epoch [100][1220/1253] lr: 2.023e-01, eta: 2 days, 17:24:38, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3690, top5_acc: 0.6141, loss_cls: 2.8653, loss: 2.8653, grad_norm: 1.4892 2020-07-18 15:24:55,852 - mmaction - INFO - Epoch [100][1240/1253] lr: 2.023e-01, eta: 2 days, 17:24:04, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3760, top5_acc: 0.6266, loss_cls: 2.8052, loss: 2.8052, grad_norm: 1.5404 2020-07-18 15:25:16,081 - mmaction - INFO - Saving checkpoint at 100 epochs 2020-07-18 15:28:27,204 - mmaction - INFO - Epoch [101][20/1253] lr: 2.005e-01, eta: 2 days, 17:32:15, time: 9.476, data_time: 8.132, memory: 9059, top1_acc: 0.3737, top5_acc: 0.6227, loss_cls: 2.8490, loss: 2.8490, grad_norm: 1.5058 2020-07-18 15:28:49,153 - mmaction - INFO - Epoch [101][40/1253] lr: 2.005e-01, eta: 2 days, 17:31:45, time: 1.121, data_time: 0.025, memory: 9059, top1_acc: 0.3826, top5_acc: 0.6339, loss_cls: 2.7926, loss: 2.7926, grad_norm: 1.5444 2020-07-18 15:29:10,402 - mmaction - INFO - Epoch [101][60/1253] lr: 2.005e-01, eta: 2 days, 17:31:11, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3633, top5_acc: 0.6128, loss_cls: 2.8625, loss: 2.8625, grad_norm: 1.5400 2020-07-18 15:29:31,875 - mmaction - INFO - Epoch [101][80/1253] lr: 2.005e-01, eta: 2 days, 17:30:37, time: 1.075, data_time: 0.003, memory: 9059, top1_acc: 0.3786, top5_acc: 0.6224, loss_cls: 2.8408, loss: 2.8408, grad_norm: 1.4859 2020-07-18 15:29:53,038 - mmaction - INFO - Epoch [101][100/1253] lr: 2.005e-01, eta: 2 days, 17:30:02, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.3865, top5_acc: 0.6404, loss_cls: 2.7628, loss: 2.7628, grad_norm: 1.5279 2020-07-18 15:30:15,366 - mmaction - INFO - Epoch [101][120/1253] lr: 2.005e-01, eta: 2 days, 17:29:32, time: 1.115, data_time: 0.002, memory: 9059, top1_acc: 0.3797, top5_acc: 0.6328, loss_cls: 2.7857, loss: 2.7857, grad_norm: 1.5252 2020-07-18 15:30:37,006 - mmaction - INFO - Epoch [101][140/1253] lr: 2.005e-01, eta: 2 days, 17:28:59, time: 1.083, data_time: 0.003, memory: 9059, top1_acc: 0.3708, top5_acc: 0.6284, loss_cls: 2.8025, loss: 2.8025, grad_norm: 1.5304 2020-07-18 15:30:58,360 - mmaction - INFO - Epoch [101][160/1253] lr: 2.005e-01, eta: 2 days, 17:28:25, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3680, top5_acc: 0.6172, loss_cls: 2.8591, loss: 2.8591, grad_norm: 1.5454 2020-07-18 15:31:19,600 - mmaction - INFO - Epoch [101][180/1253] lr: 2.005e-01, eta: 2 days, 17:27:51, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3672, top5_acc: 0.6214, loss_cls: 2.8650, loss: 2.8650, grad_norm: 1.4893 2020-07-18 15:31:41,281 - mmaction - INFO - Epoch [101][200/1253] lr: 2.005e-01, eta: 2 days, 17:27:18, time: 1.084, data_time: 0.004, memory: 9059, top1_acc: 0.3799, top5_acc: 0.6323, loss_cls: 2.7925, loss: 2.7925, grad_norm: 1.4826 2020-07-18 15:32:02,735 - mmaction - INFO - Epoch [101][220/1253] lr: 2.005e-01, eta: 2 days, 17:26:44, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3677, top5_acc: 0.6070, loss_cls: 2.8641, loss: 2.8641, grad_norm: 1.5388 2020-07-18 15:32:28,728 - mmaction - INFO - Epoch [101][240/1253] lr: 2.005e-01, eta: 2 days, 17:26:26, time: 1.294, data_time: 0.002, memory: 9059, top1_acc: 0.3745, top5_acc: 0.6182, loss_cls: 2.8725, loss: 2.8725, grad_norm: 1.5199 2020-07-18 15:32:50,612 - mmaction - INFO - Epoch [101][260/1253] lr: 2.005e-01, eta: 2 days, 17:25:54, time: 1.098, data_time: 0.016, memory: 9059, top1_acc: 0.3841, top5_acc: 0.6430, loss_cls: 2.7560, loss: 2.7560, grad_norm: 1.5406 2020-07-18 15:33:12,298 - mmaction - INFO - Epoch [101][280/1253] lr: 2.005e-01, eta: 2 days, 17:25:22, time: 1.085, data_time: 0.003, memory: 9059, top1_acc: 0.3758, top5_acc: 0.6135, loss_cls: 2.8536, loss: 2.8536, grad_norm: 1.4980 2020-07-18 15:33:33,342 - mmaction - INFO - Epoch [101][300/1253] lr: 2.005e-01, eta: 2 days, 17:24:47, time: 1.053, data_time: 0.002, memory: 9059, top1_acc: 0.3682, top5_acc: 0.6221, loss_cls: 2.8740, loss: 2.8740, grad_norm: 1.5236 2020-07-18 15:33:54,543 - mmaction - INFO - Epoch [101][320/1253] lr: 2.005e-01, eta: 2 days, 17:24:12, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.3667, top5_acc: 0.6240, loss_cls: 2.8607, loss: 2.8607, grad_norm: 1.5414 2020-07-18 15:34:15,853 - mmaction - INFO - Epoch [101][340/1253] lr: 2.005e-01, eta: 2 days, 17:23:38, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3789, top5_acc: 0.6245, loss_cls: 2.8603, loss: 2.8603, grad_norm: 1.5490 2020-07-18 15:34:37,191 - mmaction - INFO - Epoch [101][360/1253] lr: 2.005e-01, eta: 2 days, 17:23:04, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.3672, top5_acc: 0.6260, loss_cls: 2.8667, loss: 2.8667, grad_norm: 1.4954 2020-07-18 15:34:58,349 - mmaction - INFO - Epoch [101][380/1253] lr: 2.005e-01, eta: 2 days, 17:22:30, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.3828, top5_acc: 0.6211, loss_cls: 2.8027, loss: 2.8027, grad_norm: 1.4652 2020-07-18 15:35:19,886 - mmaction - INFO - Epoch [101][400/1253] lr: 2.005e-01, eta: 2 days, 17:21:57, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.3828, top5_acc: 0.6286, loss_cls: 2.8020, loss: 2.8020, grad_norm: 1.4887 2020-07-18 15:35:41,742 - mmaction - INFO - Epoch [101][420/1253] lr: 2.005e-01, eta: 2 days, 17:21:24, time: 1.093, data_time: 0.002, memory: 9059, top1_acc: 0.3870, top5_acc: 0.6424, loss_cls: 2.7747, loss: 2.7747, grad_norm: 1.5329 2020-07-18 15:36:03,341 - mmaction - INFO - Epoch [101][440/1253] lr: 2.005e-01, eta: 2 days, 17:20:51, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.3638, top5_acc: 0.6122, loss_cls: 2.8805, loss: 2.8805, grad_norm: 1.5425 2020-07-18 15:36:24,898 - mmaction - INFO - Epoch [101][460/1253] lr: 2.005e-01, eta: 2 days, 17:20:18, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.3828, top5_acc: 0.6237, loss_cls: 2.8361, loss: 2.8361, grad_norm: 1.5108 2020-07-18 15:36:46,901 - mmaction - INFO - Epoch [101][480/1253] lr: 2.005e-01, eta: 2 days, 17:19:46, time: 1.091, data_time: 0.002, memory: 9059, top1_acc: 0.3792, top5_acc: 0.6242, loss_cls: 2.8426, loss: 2.8426, grad_norm: 1.4911 2020-07-18 15:37:08,071 - mmaction - INFO - Epoch [101][500/1253] lr: 2.005e-01, eta: 2 days, 17:19:12, time: 1.067, data_time: 0.011, memory: 9059, top1_acc: 0.3727, top5_acc: 0.6263, loss_cls: 2.8077, loss: 2.8077, grad_norm: 1.5241 2020-07-18 15:37:29,384 - mmaction - INFO - Epoch [101][520/1253] lr: 2.005e-01, eta: 2 days, 17:18:38, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3620, top5_acc: 0.6164, loss_cls: 2.8890, loss: 2.8890, grad_norm: 1.5278 2020-07-18 15:37:50,684 - mmaction - INFO - Epoch [101][540/1253] lr: 2.005e-01, eta: 2 days, 17:18:04, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3724, top5_acc: 0.6164, loss_cls: 2.8764, loss: 2.8764, grad_norm: 1.5007 2020-07-18 15:38:12,039 - mmaction - INFO - Epoch [101][560/1253] lr: 2.005e-01, eta: 2 days, 17:17:31, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3714, top5_acc: 0.6302, loss_cls: 2.8278, loss: 2.8278, grad_norm: 1.5227 2020-07-18 15:38:36,682 - mmaction - INFO - Epoch [101][580/1253] lr: 2.005e-01, eta: 2 days, 17:17:08, time: 1.233, data_time: 0.002, memory: 9059, top1_acc: 0.3667, top5_acc: 0.6190, loss_cls: 2.8891, loss: 2.8891, grad_norm: 1.5234 2020-07-18 15:38:58,044 - mmaction - INFO - Epoch [101][600/1253] lr: 2.005e-01, eta: 2 days, 17:16:35, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3688, top5_acc: 0.6271, loss_cls: 2.8314, loss: 2.8314, grad_norm: 1.4917 2020-07-18 15:39:19,330 - mmaction - INFO - Epoch [101][620/1253] lr: 2.005e-01, eta: 2 days, 17:16:00, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3758, top5_acc: 0.6284, loss_cls: 2.8299, loss: 2.8299, grad_norm: 1.5323 2020-07-18 15:39:40,688 - mmaction - INFO - Epoch [101][640/1253] lr: 2.005e-01, eta: 2 days, 17:15:27, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3841, top5_acc: 0.6159, loss_cls: 2.8611, loss: 2.8611, grad_norm: 1.5137 2020-07-18 15:40:02,050 - mmaction - INFO - Epoch [101][660/1253] lr: 2.005e-01, eta: 2 days, 17:14:53, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3773, top5_acc: 0.6344, loss_cls: 2.7998, loss: 2.7998, grad_norm: 1.5131 2020-07-18 15:40:23,355 - mmaction - INFO - Epoch [101][680/1253] lr: 2.005e-01, eta: 2 days, 17:14:19, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3669, top5_acc: 0.6219, loss_cls: 2.8445, loss: 2.8445, grad_norm: 1.5299 2020-07-18 15:40:44,840 - mmaction - INFO - Epoch [101][700/1253] lr: 2.005e-01, eta: 2 days, 17:13:46, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3792, top5_acc: 0.6190, loss_cls: 2.8545, loss: 2.8545, grad_norm: 1.4867 2020-07-18 15:41:06,060 - mmaction - INFO - Epoch [101][720/1253] lr: 2.005e-01, eta: 2 days, 17:13:12, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.3654, top5_acc: 0.6135, loss_cls: 2.9155, loss: 2.9155, grad_norm: 1.4936 2020-07-18 15:41:27,540 - mmaction - INFO - Epoch [101][740/1253] lr: 2.005e-01, eta: 2 days, 17:12:38, time: 1.073, data_time: 0.005, memory: 9059, top1_acc: 0.3560, top5_acc: 0.6141, loss_cls: 2.8882, loss: 2.8882, grad_norm: 1.5363 2020-07-18 15:41:48,738 - mmaction - INFO - Epoch [101][760/1253] lr: 2.005e-01, eta: 2 days, 17:12:04, time: 1.061, data_time: 0.003, memory: 9059, top1_acc: 0.3643, top5_acc: 0.6190, loss_cls: 2.8811, loss: 2.8811, grad_norm: 1.4973 2020-07-18 15:42:10,241 - mmaction - INFO - Epoch [101][780/1253] lr: 2.005e-01, eta: 2 days, 17:11:30, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.3667, top5_acc: 0.6266, loss_cls: 2.8712, loss: 2.8712, grad_norm: 1.4900 2020-07-18 15:42:31,483 - mmaction - INFO - Epoch [101][800/1253] lr: 2.005e-01, eta: 2 days, 17:10:57, time: 1.070, data_time: 0.009, memory: 9059, top1_acc: 0.3805, top5_acc: 0.6305, loss_cls: 2.7957, loss: 2.7957, grad_norm: 1.5052 2020-07-18 15:42:52,916 - mmaction - INFO - Epoch [101][820/1253] lr: 2.005e-01, eta: 2 days, 17:10:23, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3706, top5_acc: 0.6273, loss_cls: 2.8527, loss: 2.8527, grad_norm: 1.5283 2020-07-18 15:43:14,189 - mmaction - INFO - Epoch [101][840/1253] lr: 2.005e-01, eta: 2 days, 17:09:49, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3669, top5_acc: 0.6294, loss_cls: 2.8554, loss: 2.8554, grad_norm: 1.5375 2020-07-18 15:43:35,445 - mmaction - INFO - Epoch [101][860/1253] lr: 2.005e-01, eta: 2 days, 17:09:15, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3714, top5_acc: 0.6297, loss_cls: 2.8516, loss: 2.8516, grad_norm: 1.4961 2020-07-18 15:43:56,657 - mmaction - INFO - Epoch [101][880/1253] lr: 2.005e-01, eta: 2 days, 17:08:41, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3794, top5_acc: 0.6245, loss_cls: 2.8406, loss: 2.8406, grad_norm: 1.5144 2020-07-18 15:44:18,069 - mmaction - INFO - Epoch [101][900/1253] lr: 2.005e-01, eta: 2 days, 17:08:08, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.3680, top5_acc: 0.6190, loss_cls: 2.9079, loss: 2.9079, grad_norm: 1.4984 2020-07-18 15:44:39,384 - mmaction - INFO - Epoch [101][920/1253] lr: 2.005e-01, eta: 2 days, 17:07:34, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3635, top5_acc: 0.6135, loss_cls: 2.8749, loss: 2.8749, grad_norm: 1.5002 2020-07-18 15:45:00,758 - mmaction - INFO - Epoch [101][940/1253] lr: 2.005e-01, eta: 2 days, 17:07:00, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3625, top5_acc: 0.6076, loss_cls: 2.9176, loss: 2.9176, grad_norm: 1.4996 2020-07-18 15:45:22,106 - mmaction - INFO - Epoch [101][960/1253] lr: 2.005e-01, eta: 2 days, 17:06:27, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3661, top5_acc: 0.6284, loss_cls: 2.8322, loss: 2.8322, grad_norm: 1.4945 2020-07-18 15:45:43,582 - mmaction - INFO - Epoch [101][980/1253] lr: 2.005e-01, eta: 2 days, 17:05:53, time: 1.072, data_time: 0.001, memory: 9059, top1_acc: 0.3677, top5_acc: 0.6185, loss_cls: 2.8714, loss: 2.8714, grad_norm: 1.5458 2020-07-18 15:46:04,777 - mmaction - INFO - Epoch [101][1000/1253] lr: 2.005e-01, eta: 2 days, 17:05:19, time: 1.061, data_time: 0.003, memory: 9059, top1_acc: 0.3685, top5_acc: 0.6245, loss_cls: 2.8636, loss: 2.8636, grad_norm: 1.5425 2020-07-18 15:46:26,076 - mmaction - INFO - Epoch [101][1020/1253] lr: 2.005e-01, eta: 2 days, 17:04:46, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3698, top5_acc: 0.6115, loss_cls: 2.9001, loss: 2.9001, grad_norm: 1.5279 2020-07-18 15:46:47,409 - mmaction - INFO - Epoch [101][1040/1253] lr: 2.005e-01, eta: 2 days, 17:04:12, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3688, top5_acc: 0.6188, loss_cls: 2.8689, loss: 2.8689, grad_norm: 1.5165 2020-07-18 15:47:08,674 - mmaction - INFO - Epoch [101][1060/1253] lr: 2.005e-01, eta: 2 days, 17:03:38, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3570, top5_acc: 0.6148, loss_cls: 2.8999, loss: 2.8999, grad_norm: 1.5060 2020-07-18 15:47:29,832 - mmaction - INFO - Epoch [101][1080/1253] lr: 2.005e-01, eta: 2 days, 17:03:04, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.3750, top5_acc: 0.6185, loss_cls: 2.8470, loss: 2.8470, grad_norm: 1.5159 2020-07-18 15:47:51,959 - mmaction - INFO - Epoch [101][1100/1253] lr: 2.005e-01, eta: 2 days, 17:02:33, time: 1.105, data_time: 0.002, memory: 9059, top1_acc: 0.3716, top5_acc: 0.6255, loss_cls: 2.8306, loss: 2.8306, grad_norm: 1.5112 2020-07-18 15:48:13,160 - mmaction - INFO - Epoch [101][1120/1253] lr: 2.005e-01, eta: 2 days, 17:01:59, time: 1.061, data_time: 0.003, memory: 9059, top1_acc: 0.3753, top5_acc: 0.6250, loss_cls: 2.8415, loss: 2.8415, grad_norm: 1.5215 2020-07-18 15:48:34,406 - mmaction - INFO - Epoch [101][1140/1253] lr: 2.005e-01, eta: 2 days, 17:01:25, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3617, top5_acc: 0.6167, loss_cls: 2.8654, loss: 2.8654, grad_norm: 1.5113 2020-07-18 15:48:55,791 - mmaction - INFO - Epoch [101][1160/1253] lr: 2.005e-01, eta: 2 days, 17:00:51, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3630, top5_acc: 0.6151, loss_cls: 2.8818, loss: 2.8818, grad_norm: 1.5251 2020-07-18 15:49:17,151 - mmaction - INFO - Epoch [101][1180/1253] lr: 2.005e-01, eta: 2 days, 17:00:18, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.3688, top5_acc: 0.6344, loss_cls: 2.8665, loss: 2.8665, grad_norm: 1.5224 2020-07-18 15:49:38,839 - mmaction - INFO - Epoch [101][1200/1253] lr: 2.005e-01, eta: 2 days, 16:59:46, time: 1.084, data_time: 0.002, memory: 9059, top1_acc: 0.3674, top5_acc: 0.6201, loss_cls: 2.8524, loss: 2.8524, grad_norm: 1.5444 2020-07-18 15:50:00,248 - mmaction - INFO - Epoch [101][1220/1253] lr: 2.005e-01, eta: 2 days, 16:59:12, time: 1.071, data_time: 0.008, memory: 9059, top1_acc: 0.3586, top5_acc: 0.6070, loss_cls: 2.9200, loss: 2.9200, grad_norm: 1.5063 2020-07-18 15:50:21,568 - mmaction - INFO - Epoch [101][1240/1253] lr: 2.005e-01, eta: 2 days, 16:58:39, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.3651, top5_acc: 0.6169, loss_cls: 2.8731, loss: 2.8731, grad_norm: 1.4946 2020-07-18 15:54:03,062 - mmaction - INFO - Epoch [102][20/1253] lr: 1.988e-01, eta: 2 days, 17:07:05, time: 9.914, data_time: 8.748, memory: 9059, top1_acc: 0.3805, top5_acc: 0.6245, loss_cls: 2.8095, loss: 2.8095, grad_norm: 1.5367 2020-07-18 15:54:24,407 - mmaction - INFO - Epoch [102][40/1253] lr: 1.988e-01, eta: 2 days, 17:06:31, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.3896, top5_acc: 0.6495, loss_cls: 2.7483, loss: 2.7483, grad_norm: 1.5470 2020-07-18 15:54:45,726 - mmaction - INFO - Epoch [102][60/1253] lr: 1.988e-01, eta: 2 days, 17:05:57, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3833, top5_acc: 0.6370, loss_cls: 2.7760, loss: 2.7760, grad_norm: 1.4906 2020-07-18 15:55:06,983 - mmaction - INFO - Epoch [102][80/1253] lr: 1.988e-01, eta: 2 days, 17:05:23, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.3716, top5_acc: 0.6229, loss_cls: 2.8463, loss: 2.8463, grad_norm: 1.5454 2020-07-18 15:55:28,360 - mmaction - INFO - Epoch [102][100/1253] lr: 1.988e-01, eta: 2 days, 17:04:49, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3635, top5_acc: 0.6203, loss_cls: 2.8724, loss: 2.8724, grad_norm: 1.5503 2020-07-18 15:55:49,799 - mmaction - INFO - Epoch [102][120/1253] lr: 1.988e-01, eta: 2 days, 17:04:16, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.3750, top5_acc: 0.6172, loss_cls: 2.8355, loss: 2.8355, grad_norm: 1.5199 2020-07-18 15:56:11,694 - mmaction - INFO - Epoch [102][140/1253] lr: 1.988e-01, eta: 2 days, 17:03:44, time: 1.094, data_time: 0.002, memory: 9059, top1_acc: 0.3904, top5_acc: 0.6372, loss_cls: 2.7937, loss: 2.7937, grad_norm: 1.5151 2020-07-18 15:56:33,100 - mmaction - INFO - Epoch [102][160/1253] lr: 1.988e-01, eta: 2 days, 17:03:11, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3620, top5_acc: 0.6211, loss_cls: 2.8221, loss: 2.8221, grad_norm: 1.5584 2020-07-18 15:56:54,517 - mmaction - INFO - Epoch [102][180/1253] lr: 1.988e-01, eta: 2 days, 17:02:37, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3859, top5_acc: 0.6417, loss_cls: 2.7570, loss: 2.7570, grad_norm: 1.5021 2020-07-18 15:57:16,077 - mmaction - INFO - Epoch [102][200/1253] lr: 1.988e-01, eta: 2 days, 17:02:04, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.3815, top5_acc: 0.6258, loss_cls: 2.8254, loss: 2.8254, grad_norm: 1.5330 2020-07-18 15:57:37,407 - mmaction - INFO - Epoch [102][220/1253] lr: 1.988e-01, eta: 2 days, 17:01:30, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.3721, top5_acc: 0.6151, loss_cls: 2.8761, loss: 2.8761, grad_norm: 1.5336 2020-07-18 15:57:58,953 - mmaction - INFO - Epoch [102][240/1253] lr: 1.988e-01, eta: 2 days, 17:00:57, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.3758, top5_acc: 0.6313, loss_cls: 2.8539, loss: 2.8539, grad_norm: 1.5437 2020-07-18 15:58:20,527 - mmaction - INFO - Epoch [102][260/1253] lr: 1.988e-01, eta: 2 days, 17:00:24, time: 1.078, data_time: 0.001, memory: 9059, top1_acc: 0.3755, top5_acc: 0.6208, loss_cls: 2.8620, loss: 2.8620, grad_norm: 1.5262 2020-07-18 15:58:41,735 - mmaction - INFO - Epoch [102][280/1253] lr: 1.988e-01, eta: 2 days, 16:59:50, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3773, top5_acc: 0.6240, loss_cls: 2.8490, loss: 2.8490, grad_norm: 1.4741 2020-07-18 15:59:03,183 - mmaction - INFO - Epoch [102][300/1253] lr: 1.988e-01, eta: 2 days, 16:59:17, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3703, top5_acc: 0.6216, loss_cls: 2.8376, loss: 2.8376, grad_norm: 1.5459 2020-07-18 15:59:24,646 - mmaction - INFO - Epoch [102][320/1253] lr: 1.988e-01, eta: 2 days, 16:58:44, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3815, top5_acc: 0.6281, loss_cls: 2.8188, loss: 2.8188, grad_norm: 1.4975 2020-07-18 15:59:45,902 - mmaction - INFO - Epoch [102][340/1253] lr: 1.988e-01, eta: 2 days, 16:58:10, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3867, top5_acc: 0.6378, loss_cls: 2.7877, loss: 2.7877, grad_norm: 1.5036 2020-07-18 16:00:18,747 - mmaction - INFO - Epoch [102][360/1253] lr: 1.988e-01, eta: 2 days, 16:58:14, time: 1.627, data_time: 0.002, memory: 9059, top1_acc: 0.3740, top5_acc: 0.6216, loss_cls: 2.8614, loss: 2.8614, grad_norm: 1.5143 2020-07-18 16:00:39,944 - mmaction - INFO - Epoch [102][380/1253] lr: 1.988e-01, eta: 2 days, 16:57:41, time: 1.075, data_time: 0.022, memory: 9059, top1_acc: 0.3852, top5_acc: 0.6253, loss_cls: 2.7714, loss: 2.7714, grad_norm: 1.5188 2020-07-18 16:01:01,409 - mmaction - INFO - Epoch [102][400/1253] lr: 1.988e-01, eta: 2 days, 16:57:08, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.3841, top5_acc: 0.6346, loss_cls: 2.8137, loss: 2.8137, grad_norm: 1.5426 2020-07-18 16:01:24,886 - mmaction - INFO - Epoch [102][420/1253] lr: 1.988e-01, eta: 2 days, 16:56:42, time: 1.173, data_time: 0.044, memory: 9059, top1_acc: 0.3680, top5_acc: 0.6151, loss_cls: 2.8989, loss: 2.8989, grad_norm: 1.5350 2020-07-18 16:01:46,174 - mmaction - INFO - Epoch [102][440/1253] lr: 1.988e-01, eta: 2 days, 16:56:08, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3727, top5_acc: 0.6253, loss_cls: 2.8418, loss: 2.8418, grad_norm: 1.5288 2020-07-18 16:02:08,149 - mmaction - INFO - Epoch [102][460/1253] lr: 1.988e-01, eta: 2 days, 16:55:37, time: 1.099, data_time: 0.002, memory: 9059, top1_acc: 0.3891, top5_acc: 0.6286, loss_cls: 2.8236, loss: 2.8236, grad_norm: 1.5153 2020-07-18 16:02:29,833 - mmaction - INFO - Epoch [102][480/1253] lr: 1.988e-01, eta: 2 days, 16:55:04, time: 1.084, data_time: 0.002, memory: 9059, top1_acc: 0.3771, top5_acc: 0.6232, loss_cls: 2.8200, loss: 2.8200, grad_norm: 1.5150 2020-07-18 16:02:51,079 - mmaction - INFO - Epoch [102][500/1253] lr: 1.988e-01, eta: 2 days, 16:54:30, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3971, top5_acc: 0.6354, loss_cls: 2.7637, loss: 2.7637, grad_norm: 1.5195 2020-07-18 16:03:12,388 - mmaction - INFO - Epoch [102][520/1253] lr: 1.988e-01, eta: 2 days, 16:53:56, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3719, top5_acc: 0.6292, loss_cls: 2.8332, loss: 2.8332, grad_norm: 1.5365 2020-07-18 16:03:33,714 - mmaction - INFO - Epoch [102][540/1253] lr: 1.988e-01, eta: 2 days, 16:53:23, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3813, top5_acc: 0.6307, loss_cls: 2.8167, loss: 2.8167, grad_norm: 1.4955 2020-07-18 16:03:55,091 - mmaction - INFO - Epoch [102][560/1253] lr: 1.988e-01, eta: 2 days, 16:52:49, time: 1.069, data_time: 0.004, memory: 9059, top1_acc: 0.3755, top5_acc: 0.6276, loss_cls: 2.8298, loss: 2.8298, grad_norm: 1.5399 2020-07-18 16:04:16,908 - mmaction - INFO - Epoch [102][580/1253] lr: 1.988e-01, eta: 2 days, 16:52:17, time: 1.091, data_time: 0.002, memory: 9059, top1_acc: 0.3547, top5_acc: 0.6096, loss_cls: 2.9231, loss: 2.9231, grad_norm: 1.5258 2020-07-18 16:04:38,240 - mmaction - INFO - Epoch [102][600/1253] lr: 1.988e-01, eta: 2 days, 16:51:44, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3729, top5_acc: 0.6380, loss_cls: 2.8299, loss: 2.8299, grad_norm: 1.5071 2020-07-18 16:04:59,937 - mmaction - INFO - Epoch [102][620/1253] lr: 1.988e-01, eta: 2 days, 16:51:11, time: 1.084, data_time: 0.002, memory: 9059, top1_acc: 0.3695, top5_acc: 0.6201, loss_cls: 2.8593, loss: 2.8593, grad_norm: 1.5186 2020-07-18 16:05:21,477 - mmaction - INFO - Epoch [102][640/1253] lr: 1.988e-01, eta: 2 days, 16:50:38, time: 1.078, data_time: 0.003, memory: 9059, top1_acc: 0.3685, top5_acc: 0.6232, loss_cls: 2.8380, loss: 2.8380, grad_norm: 1.5398 2020-07-18 16:05:42,838 - mmaction - INFO - Epoch [102][660/1253] lr: 1.988e-01, eta: 2 days, 16:50:05, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3773, top5_acc: 0.6323, loss_cls: 2.7981, loss: 2.7981, grad_norm: 1.5088 2020-07-18 16:06:04,657 - mmaction - INFO - Epoch [102][680/1253] lr: 1.988e-01, eta: 2 days, 16:49:33, time: 1.092, data_time: 0.002, memory: 9059, top1_acc: 0.3706, top5_acc: 0.6161, loss_cls: 2.8684, loss: 2.8684, grad_norm: 1.5320 2020-07-18 16:06:25,932 - mmaction - INFO - Epoch [102][700/1253] lr: 1.988e-01, eta: 2 days, 16:48:59, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3586, top5_acc: 0.6099, loss_cls: 2.9185, loss: 2.9185, grad_norm: 1.5145 2020-07-18 16:06:47,275 - mmaction - INFO - Epoch [102][720/1253] lr: 1.988e-01, eta: 2 days, 16:48:26, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3945, top5_acc: 0.6471, loss_cls: 2.7217, loss: 2.7217, grad_norm: 1.5078 2020-07-18 16:07:08,789 - mmaction - INFO - Epoch [102][740/1253] lr: 1.988e-01, eta: 2 days, 16:47:53, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.3633, top5_acc: 0.6156, loss_cls: 2.8594, loss: 2.8594, grad_norm: 1.5230 2020-07-18 16:07:29,992 - mmaction - INFO - Epoch [102][760/1253] lr: 1.988e-01, eta: 2 days, 16:47:19, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3682, top5_acc: 0.6193, loss_cls: 2.8910, loss: 2.8910, grad_norm: 1.5224 2020-07-18 16:07:51,376 - mmaction - INFO - Epoch [102][780/1253] lr: 1.988e-01, eta: 2 days, 16:46:46, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.3674, top5_acc: 0.6268, loss_cls: 2.8227, loss: 2.8227, grad_norm: 1.5218 2020-07-18 16:08:12,756 - mmaction - INFO - Epoch [102][800/1253] lr: 1.988e-01, eta: 2 days, 16:46:12, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3766, top5_acc: 0.6221, loss_cls: 2.8486, loss: 2.8486, grad_norm: 1.4912 2020-07-18 16:08:33,937 - mmaction - INFO - Epoch [102][820/1253] lr: 1.988e-01, eta: 2 days, 16:45:38, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3656, top5_acc: 0.6214, loss_cls: 2.8724, loss: 2.8724, grad_norm: 1.5457 2020-07-18 16:08:55,148 - mmaction - INFO - Epoch [102][840/1253] lr: 1.988e-01, eta: 2 days, 16:45:04, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3815, top5_acc: 0.6284, loss_cls: 2.8284, loss: 2.8284, grad_norm: 1.4938 2020-07-18 16:09:16,475 - mmaction - INFO - Epoch [102][860/1253] lr: 1.988e-01, eta: 2 days, 16:44:31, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3781, top5_acc: 0.6250, loss_cls: 2.8299, loss: 2.8299, grad_norm: 1.5485 2020-07-18 16:09:37,806 - mmaction - INFO - Epoch [102][880/1253] lr: 1.988e-01, eta: 2 days, 16:43:57, time: 1.066, data_time: 0.009, memory: 9059, top1_acc: 0.3620, top5_acc: 0.6167, loss_cls: 2.8884, loss: 2.8884, grad_norm: 1.5386 2020-07-18 16:09:59,325 - mmaction - INFO - Epoch [102][900/1253] lr: 1.988e-01, eta: 2 days, 16:43:24, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.3682, top5_acc: 0.6151, loss_cls: 2.8963, loss: 2.8963, grad_norm: 1.4822 2020-07-18 16:10:20,839 - mmaction - INFO - Epoch [102][920/1253] lr: 1.988e-01, eta: 2 days, 16:42:52, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.3820, top5_acc: 0.6224, loss_cls: 2.8262, loss: 2.8262, grad_norm: 1.4787 2020-07-18 16:10:42,276 - mmaction - INFO - Epoch [102][940/1253] lr: 1.988e-01, eta: 2 days, 16:42:18, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3734, top5_acc: 0.6391, loss_cls: 2.8192, loss: 2.8192, grad_norm: 1.5199 2020-07-18 16:11:03,604 - mmaction - INFO - Epoch [102][960/1253] lr: 1.988e-01, eta: 2 days, 16:41:45, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.3612, top5_acc: 0.6214, loss_cls: 2.8583, loss: 2.8583, grad_norm: 1.5264 2020-07-18 16:11:25,135 - mmaction - INFO - Epoch [102][980/1253] lr: 1.988e-01, eta: 2 days, 16:41:12, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.3802, top5_acc: 0.6349, loss_cls: 2.8172, loss: 2.8172, grad_norm: 1.5089 2020-07-18 16:11:46,351 - mmaction - INFO - Epoch [102][1000/1253] lr: 1.988e-01, eta: 2 days, 16:40:39, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.3664, top5_acc: 0.6156, loss_cls: 2.8787, loss: 2.8787, grad_norm: 1.5581 2020-07-18 16:12:07,653 - mmaction - INFO - Epoch [102][1020/1253] lr: 1.988e-01, eta: 2 days, 16:40:05, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3560, top5_acc: 0.6052, loss_cls: 2.9538, loss: 2.9538, grad_norm: 1.4960 2020-07-18 16:12:28,907 - mmaction - INFO - Epoch [102][1040/1253] lr: 1.988e-01, eta: 2 days, 16:39:31, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3620, top5_acc: 0.6237, loss_cls: 2.8511, loss: 2.8511, grad_norm: 1.5310 2020-07-18 16:12:50,278 - mmaction - INFO - Epoch [102][1060/1253] lr: 1.988e-01, eta: 2 days, 16:38:58, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3659, top5_acc: 0.6185, loss_cls: 2.8575, loss: 2.8575, grad_norm: 1.5250 2020-07-18 16:13:11,530 - mmaction - INFO - Epoch [102][1080/1253] lr: 1.988e-01, eta: 2 days, 16:38:24, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3648, top5_acc: 0.6221, loss_cls: 2.8819, loss: 2.8819, grad_norm: 1.5078 2020-07-18 16:13:32,866 - mmaction - INFO - Epoch [102][1100/1253] lr: 1.988e-01, eta: 2 days, 16:37:51, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3716, top5_acc: 0.6167, loss_cls: 2.9173, loss: 2.9173, grad_norm: 1.5009 2020-07-18 16:13:54,053 - mmaction - INFO - Epoch [102][1120/1253] lr: 1.988e-01, eta: 2 days, 16:37:17, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3682, top5_acc: 0.6211, loss_cls: 2.8735, loss: 2.8735, grad_norm: 1.5266 2020-07-18 16:14:15,448 - mmaction - INFO - Epoch [102][1140/1253] lr: 1.988e-01, eta: 2 days, 16:36:44, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.3734, top5_acc: 0.6240, loss_cls: 2.8376, loss: 2.8376, grad_norm: 1.5224 2020-07-18 16:14:36,841 - mmaction - INFO - Epoch [102][1160/1253] lr: 1.988e-01, eta: 2 days, 16:36:11, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.3727, top5_acc: 0.6245, loss_cls: 2.8628, loss: 2.8628, grad_norm: 1.5017 2020-07-18 16:14:58,305 - mmaction - INFO - Epoch [102][1180/1253] lr: 1.988e-01, eta: 2 days, 16:35:38, time: 1.075, data_time: 0.003, memory: 9059, top1_acc: 0.3747, top5_acc: 0.6250, loss_cls: 2.8434, loss: 2.8434, grad_norm: 1.5175 2020-07-18 16:15:19,541 - mmaction - INFO - Epoch [102][1200/1253] lr: 1.988e-01, eta: 2 days, 16:35:04, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3685, top5_acc: 0.6271, loss_cls: 2.8524, loss: 2.8524, grad_norm: 1.5180 2020-07-18 16:15:40,994 - mmaction - INFO - Epoch [102][1220/1253] lr: 1.988e-01, eta: 2 days, 16:34:31, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3716, top5_acc: 0.6331, loss_cls: 2.8088, loss: 2.8088, grad_norm: 1.5301 2020-07-18 16:16:02,280 - mmaction - INFO - Epoch [102][1240/1253] lr: 1.988e-01, eta: 2 days, 16:33:58, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3633, top5_acc: 0.6193, loss_cls: 2.8997, loss: 2.8997, grad_norm: 1.5454 2020-07-18 16:20:25,461 - mmaction - INFO - Epoch [103][20/1253] lr: 1.971e-01, eta: 2 days, 16:44:25, time: 11.956, data_time: 10.760, memory: 9059, top1_acc: 0.3716, top5_acc: 0.6268, loss_cls: 2.8213, loss: 2.8213, grad_norm: 1.5085 2020-07-18 16:20:46,730 - mmaction - INFO - Epoch [103][40/1253] lr: 1.971e-01, eta: 2 days, 16:43:51, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3891, top5_acc: 0.6333, loss_cls: 2.7723, loss: 2.7723, grad_norm: 1.4597 2020-07-18 16:21:07,943 - mmaction - INFO - Epoch [103][60/1253] lr: 1.971e-01, eta: 2 days, 16:43:17, time: 1.061, data_time: 0.003, memory: 9059, top1_acc: 0.3547, top5_acc: 0.6094, loss_cls: 2.9185, loss: 2.9185, grad_norm: 1.5046 2020-07-18 16:21:29,122 - mmaction - INFO - Epoch [103][80/1253] lr: 1.971e-01, eta: 2 days, 16:42:43, time: 1.059, data_time: 0.003, memory: 9059, top1_acc: 0.3841, top5_acc: 0.6318, loss_cls: 2.7986, loss: 2.7986, grad_norm: 1.4882 2020-07-18 16:21:50,637 - mmaction - INFO - Epoch [103][100/1253] lr: 1.971e-01, eta: 2 days, 16:42:10, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.3680, top5_acc: 0.6206, loss_cls: 2.8529, loss: 2.8529, grad_norm: 1.5390 2020-07-18 16:22:12,074 - mmaction - INFO - Epoch [103][120/1253] lr: 1.971e-01, eta: 2 days, 16:41:37, time: 1.073, data_time: 0.003, memory: 9059, top1_acc: 0.3831, top5_acc: 0.6336, loss_cls: 2.8120, loss: 2.8120, grad_norm: 1.5256 2020-07-18 16:22:33,293 - mmaction - INFO - Epoch [103][140/1253] lr: 1.971e-01, eta: 2 days, 16:41:03, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3729, top5_acc: 0.6250, loss_cls: 2.8653, loss: 2.8653, grad_norm: 1.5209 2020-07-18 16:22:54,613 - mmaction - INFO - Epoch [103][160/1253] lr: 1.971e-01, eta: 2 days, 16:40:30, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3776, top5_acc: 0.6313, loss_cls: 2.7974, loss: 2.7974, grad_norm: 1.4902 2020-07-18 16:23:15,985 - mmaction - INFO - Epoch [103][180/1253] lr: 1.971e-01, eta: 2 days, 16:39:56, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.3854, top5_acc: 0.6508, loss_cls: 2.7350, loss: 2.7350, grad_norm: 1.5344 2020-07-18 16:23:37,357 - mmaction - INFO - Epoch [103][200/1253] lr: 1.971e-01, eta: 2 days, 16:39:23, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3711, top5_acc: 0.6258, loss_cls: 2.8424, loss: 2.8424, grad_norm: 1.5363 2020-07-18 16:23:58,776 - mmaction - INFO - Epoch [103][220/1253] lr: 1.971e-01, eta: 2 days, 16:38:49, time: 1.070, data_time: 0.006, memory: 9059, top1_acc: 0.3745, top5_acc: 0.6260, loss_cls: 2.8107, loss: 2.8107, grad_norm: 1.5516 2020-07-18 16:24:19,898 - mmaction - INFO - Epoch [103][240/1253] lr: 1.971e-01, eta: 2 days, 16:38:15, time: 1.057, data_time: 0.003, memory: 9059, top1_acc: 0.3799, top5_acc: 0.6221, loss_cls: 2.8234, loss: 2.8234, grad_norm: 1.5174 2020-07-18 16:24:41,183 - mmaction - INFO - Epoch [103][260/1253] lr: 1.971e-01, eta: 2 days, 16:37:41, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3695, top5_acc: 0.6221, loss_cls: 2.8340, loss: 2.8340, grad_norm: 1.5179 2020-07-18 16:25:02,573 - mmaction - INFO - Epoch [103][280/1253] lr: 1.971e-01, eta: 2 days, 16:37:08, time: 1.071, data_time: 0.003, memory: 9059, top1_acc: 0.3740, top5_acc: 0.6198, loss_cls: 2.8166, loss: 2.8166, grad_norm: 1.5483 2020-07-18 16:25:23,896 - mmaction - INFO - Epoch [103][300/1253] lr: 1.971e-01, eta: 2 days, 16:36:35, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3771, top5_acc: 0.6247, loss_cls: 2.8132, loss: 2.8132, grad_norm: 1.5332 2020-07-18 16:25:45,165 - mmaction - INFO - Epoch [103][320/1253] lr: 1.971e-01, eta: 2 days, 16:36:01, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3690, top5_acc: 0.6245, loss_cls: 2.8393, loss: 2.8393, grad_norm: 1.4992 2020-07-18 16:26:06,804 - mmaction - INFO - Epoch [103][340/1253] lr: 1.971e-01, eta: 2 days, 16:35:28, time: 1.084, data_time: 0.004, memory: 9059, top1_acc: 0.3760, top5_acc: 0.6263, loss_cls: 2.8281, loss: 2.8281, grad_norm: 1.5619 2020-07-18 16:26:28,550 - mmaction - INFO - Epoch [103][360/1253] lr: 1.971e-01, eta: 2 days, 16:34:56, time: 1.088, data_time: 0.002, memory: 9059, top1_acc: 0.3763, top5_acc: 0.6253, loss_cls: 2.8212, loss: 2.8212, grad_norm: 1.5386 2020-07-18 16:26:49,961 - mmaction - INFO - Epoch [103][380/1253] lr: 1.971e-01, eta: 2 days, 16:34:23, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3648, top5_acc: 0.6232, loss_cls: 2.8385, loss: 2.8385, grad_norm: 1.5077 2020-07-18 16:27:11,280 - mmaction - INFO - Epoch [103][400/1253] lr: 1.971e-01, eta: 2 days, 16:33:50, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3724, top5_acc: 0.6286, loss_cls: 2.8500, loss: 2.8500, grad_norm: 1.5434 2020-07-18 16:27:33,043 - mmaction - INFO - Epoch [103][420/1253] lr: 1.971e-01, eta: 2 days, 16:33:18, time: 1.087, data_time: 0.021, memory: 9059, top1_acc: 0.3706, top5_acc: 0.6128, loss_cls: 2.8701, loss: 2.8701, grad_norm: 1.5162 2020-07-18 16:27:54,713 - mmaction - INFO - Epoch [103][440/1253] lr: 1.971e-01, eta: 2 days, 16:32:45, time: 1.085, data_time: 0.007, memory: 9059, top1_acc: 0.3862, top5_acc: 0.6445, loss_cls: 2.7525, loss: 2.7525, grad_norm: 1.4754 2020-07-18 16:28:16,090 - mmaction - INFO - Epoch [103][460/1253] lr: 1.971e-01, eta: 2 days, 16:32:12, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3680, top5_acc: 0.6315, loss_cls: 2.8570, loss: 2.8570, grad_norm: 1.5527 2020-07-18 16:28:37,491 - mmaction - INFO - Epoch [103][480/1253] lr: 1.971e-01, eta: 2 days, 16:31:39, time: 1.071, data_time: 0.003, memory: 9059, top1_acc: 0.3732, top5_acc: 0.6227, loss_cls: 2.8843, loss: 2.8843, grad_norm: 1.5193 2020-07-18 16:28:58,681 - mmaction - INFO - Epoch [103][500/1253] lr: 1.971e-01, eta: 2 days, 16:31:05, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3799, top5_acc: 0.6398, loss_cls: 2.7999, loss: 2.7999, grad_norm: 1.5147 2020-07-18 16:29:20,050 - mmaction - INFO - Epoch [103][520/1253] lr: 1.971e-01, eta: 2 days, 16:30:32, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3849, top5_acc: 0.6383, loss_cls: 2.7603, loss: 2.7603, grad_norm: 1.5293 2020-07-18 16:29:41,390 - mmaction - INFO - Epoch [103][540/1253] lr: 1.971e-01, eta: 2 days, 16:29:58, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3565, top5_acc: 0.6091, loss_cls: 2.8867, loss: 2.8867, grad_norm: 1.5519 2020-07-18 16:30:02,605 - mmaction - INFO - Epoch [103][560/1253] lr: 1.971e-01, eta: 2 days, 16:29:25, time: 1.062, data_time: 0.006, memory: 9059, top1_acc: 0.3849, top5_acc: 0.6271, loss_cls: 2.8365, loss: 2.8365, grad_norm: 1.5151 2020-07-18 16:30:24,806 - mmaction - INFO - Epoch [103][580/1253] lr: 1.971e-01, eta: 2 days, 16:28:54, time: 1.109, data_time: 0.001, memory: 9059, top1_acc: 0.3688, top5_acc: 0.6273, loss_cls: 2.8463, loss: 2.8463, grad_norm: 1.5673 2020-07-18 16:30:46,176 - mmaction - INFO - Epoch [103][600/1253] lr: 1.971e-01, eta: 2 days, 16:28:21, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3667, top5_acc: 0.6107, loss_cls: 2.8752, loss: 2.8752, grad_norm: 1.5458 2020-07-18 16:31:07,511 - mmaction - INFO - Epoch [103][620/1253] lr: 1.971e-01, eta: 2 days, 16:27:47, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3646, top5_acc: 0.6245, loss_cls: 2.8492, loss: 2.8492, grad_norm: 1.5225 2020-07-18 16:31:28,889 - mmaction - INFO - Epoch [103][640/1253] lr: 1.971e-01, eta: 2 days, 16:27:14, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.3781, top5_acc: 0.6372, loss_cls: 2.7966, loss: 2.7966, grad_norm: 1.5285 2020-07-18 16:31:50,243 - mmaction - INFO - Epoch [103][660/1253] lr: 1.971e-01, eta: 2 days, 16:26:41, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3586, top5_acc: 0.6117, loss_cls: 2.9186, loss: 2.9186, grad_norm: 1.5505 2020-07-18 16:32:11,485 - mmaction - INFO - Epoch [103][680/1253] lr: 1.971e-01, eta: 2 days, 16:26:07, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.3706, top5_acc: 0.6208, loss_cls: 2.8504, loss: 2.8504, grad_norm: 1.5399 2020-07-18 16:32:32,736 - mmaction - INFO - Epoch [103][700/1253] lr: 1.971e-01, eta: 2 days, 16:25:33, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.3766, top5_acc: 0.6419, loss_cls: 2.7765, loss: 2.7765, grad_norm: 1.5168 2020-07-18 16:32:53,953 - mmaction - INFO - Epoch [103][720/1253] lr: 1.971e-01, eta: 2 days, 16:25:00, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3740, top5_acc: 0.6245, loss_cls: 2.8364, loss: 2.8364, grad_norm: 1.5223 2020-07-18 16:33:15,139 - mmaction - INFO - Epoch [103][740/1253] lr: 1.971e-01, eta: 2 days, 16:24:26, time: 1.060, data_time: 0.003, memory: 9059, top1_acc: 0.3737, top5_acc: 0.6341, loss_cls: 2.8274, loss: 2.8274, grad_norm: 1.5243 2020-07-18 16:33:36,479 - mmaction - INFO - Epoch [103][760/1253] lr: 1.971e-01, eta: 2 days, 16:23:53, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3799, top5_acc: 0.6271, loss_cls: 2.8380, loss: 2.8380, grad_norm: 1.4981 2020-07-18 16:33:57,704 - mmaction - INFO - Epoch [103][780/1253] lr: 1.971e-01, eta: 2 days, 16:23:19, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3711, top5_acc: 0.6315, loss_cls: 2.8347, loss: 2.8347, grad_norm: 1.5172 2020-07-18 16:34:19,054 - mmaction - INFO - Epoch [103][800/1253] lr: 1.971e-01, eta: 2 days, 16:22:46, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3786, top5_acc: 0.6268, loss_cls: 2.8183, loss: 2.8183, grad_norm: 1.5242 2020-07-18 16:34:40,294 - mmaction - INFO - Epoch [103][820/1253] lr: 1.971e-01, eta: 2 days, 16:22:12, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3771, top5_acc: 0.6315, loss_cls: 2.8269, loss: 2.8269, grad_norm: 1.5348 2020-07-18 16:35:01,533 - mmaction - INFO - Epoch [103][840/1253] lr: 1.971e-01, eta: 2 days, 16:21:39, time: 1.064, data_time: 0.004, memory: 9059, top1_acc: 0.3753, top5_acc: 0.6258, loss_cls: 2.8499, loss: 2.8499, grad_norm: 1.5602 2020-07-18 16:35:22,714 - mmaction - INFO - Epoch [103][860/1253] lr: 1.971e-01, eta: 2 days, 16:21:05, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3797, top5_acc: 0.6349, loss_cls: 2.7914, loss: 2.7914, grad_norm: 1.5484 2020-07-18 16:35:44,274 - mmaction - INFO - Epoch [103][880/1253] lr: 1.971e-01, eta: 2 days, 16:20:32, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.3635, top5_acc: 0.6195, loss_cls: 2.8741, loss: 2.8741, grad_norm: 1.5822 2020-07-18 16:36:05,501 - mmaction - INFO - Epoch [103][900/1253] lr: 1.971e-01, eta: 2 days, 16:19:59, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3758, top5_acc: 0.6294, loss_cls: 2.8408, loss: 2.8408, grad_norm: 1.4861 2020-07-18 16:36:26,782 - mmaction - INFO - Epoch [103][920/1253] lr: 1.971e-01, eta: 2 days, 16:19:25, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3711, top5_acc: 0.6320, loss_cls: 2.8233, loss: 2.8233, grad_norm: 1.5452 2020-07-18 16:36:48,072 - mmaction - INFO - Epoch [103][940/1253] lr: 1.971e-01, eta: 2 days, 16:18:52, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.3604, top5_acc: 0.6169, loss_cls: 2.9181, loss: 2.9181, grad_norm: 1.5448 2020-07-18 16:37:09,519 - mmaction - INFO - Epoch [103][960/1253] lr: 1.971e-01, eta: 2 days, 16:18:19, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3932, top5_acc: 0.6375, loss_cls: 2.7661, loss: 2.7661, grad_norm: 1.5323 2020-07-18 16:37:30,796 - mmaction - INFO - Epoch [103][980/1253] lr: 1.971e-01, eta: 2 days, 16:17:46, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3773, top5_acc: 0.6227, loss_cls: 2.8198, loss: 2.8198, grad_norm: 1.5154 2020-07-18 16:37:52,475 - mmaction - INFO - Epoch [103][1000/1253] lr: 1.971e-01, eta: 2 days, 16:17:14, time: 1.083, data_time: 0.002, memory: 9059, top1_acc: 0.3747, top5_acc: 0.6219, loss_cls: 2.8143, loss: 2.8143, grad_norm: 1.5314 2020-07-18 16:38:13,799 - mmaction - INFO - Epoch [103][1020/1253] lr: 1.971e-01, eta: 2 days, 16:16:40, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.3701, top5_acc: 0.6151, loss_cls: 2.8925, loss: 2.8925, grad_norm: 1.4963 2020-07-18 16:38:35,118 - mmaction - INFO - Epoch [103][1040/1253] lr: 1.971e-01, eta: 2 days, 16:16:07, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3750, top5_acc: 0.6206, loss_cls: 2.8663, loss: 2.8663, grad_norm: 1.5066 2020-07-18 16:38:56,423 - mmaction - INFO - Epoch [103][1060/1253] lr: 1.971e-01, eta: 2 days, 16:15:34, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3664, top5_acc: 0.6182, loss_cls: 2.8639, loss: 2.8639, grad_norm: 1.5165 2020-07-18 16:39:17,961 - mmaction - INFO - Epoch [103][1080/1253] lr: 1.971e-01, eta: 2 days, 16:15:01, time: 1.074, data_time: 0.004, memory: 9059, top1_acc: 0.3760, top5_acc: 0.6286, loss_cls: 2.8448, loss: 2.8448, grad_norm: 1.5176 2020-07-18 16:39:39,917 - mmaction - INFO - Epoch [103][1100/1253] lr: 1.971e-01, eta: 2 days, 16:14:30, time: 1.101, data_time: 0.013, memory: 9059, top1_acc: 0.3578, top5_acc: 0.6174, loss_cls: 2.8938, loss: 2.8938, grad_norm: 1.5505 2020-07-18 16:40:01,525 - mmaction - INFO - Epoch [103][1120/1253] lr: 1.971e-01, eta: 2 days, 16:13:58, time: 1.079, data_time: 0.003, memory: 9059, top1_acc: 0.3667, top5_acc: 0.6266, loss_cls: 2.8728, loss: 2.8728, grad_norm: 1.5168 2020-07-18 16:40:22,838 - mmaction - INFO - Epoch [103][1140/1253] lr: 1.971e-01, eta: 2 days, 16:13:25, time: 1.067, data_time: 0.004, memory: 9059, top1_acc: 0.3727, top5_acc: 0.6302, loss_cls: 2.8496, loss: 2.8496, grad_norm: 1.5050 2020-07-18 16:40:44,636 - mmaction - INFO - Epoch [103][1160/1253] lr: 1.971e-01, eta: 2 days, 16:12:53, time: 1.089, data_time: 0.002, memory: 9059, top1_acc: 0.3794, top5_acc: 0.6349, loss_cls: 2.7925, loss: 2.7925, grad_norm: 1.5130 2020-07-18 16:41:06,028 - mmaction - INFO - Epoch [103][1180/1253] lr: 1.971e-01, eta: 2 days, 16:12:20, time: 1.071, data_time: 0.005, memory: 9059, top1_acc: 0.3779, top5_acc: 0.6099, loss_cls: 2.8946, loss: 2.8946, grad_norm: 1.5498 2020-07-18 16:41:27,439 - mmaction - INFO - Epoch [103][1200/1253] lr: 1.971e-01, eta: 2 days, 16:11:47, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3633, top5_acc: 0.6146, loss_cls: 2.8452, loss: 2.8452, grad_norm: 1.5082 2020-07-18 16:41:48,726 - mmaction - INFO - Epoch [103][1220/1253] lr: 1.971e-01, eta: 2 days, 16:11:14, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3953, top5_acc: 0.6422, loss_cls: 2.7618, loss: 2.7618, grad_norm: 1.4966 2020-07-18 16:42:10,066 - mmaction - INFO - Epoch [103][1240/1253] lr: 1.971e-01, eta: 2 days, 16:10:41, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3734, top5_acc: 0.6247, loss_cls: 2.8169, loss: 2.8169, grad_norm: 1.5530 2020-07-18 16:46:02,377 - mmaction - INFO - Epoch [104][20/1253] lr: 1.953e-01, eta: 2 days, 16:19:15, time: 10.497, data_time: 9.320, memory: 9059, top1_acc: 0.3630, top5_acc: 0.6146, loss_cls: 2.9002, loss: 2.9002, grad_norm: 1.5347 2020-07-18 16:46:35,232 - mmaction - INFO - Epoch [104][40/1253] lr: 1.953e-01, eta: 2 days, 16:19:19, time: 1.643, data_time: 0.002, memory: 9059, top1_acc: 0.3583, top5_acc: 0.6214, loss_cls: 2.8999, loss: 2.8999, grad_norm: 1.5308 2020-07-18 16:46:56,721 - mmaction - INFO - Epoch [104][60/1253] lr: 1.953e-01, eta: 2 days, 16:18:46, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.3813, top5_acc: 0.6409, loss_cls: 2.8087, loss: 2.8087, grad_norm: 1.5324 2020-07-18 16:47:18,243 - mmaction - INFO - Epoch [104][80/1253] lr: 1.953e-01, eta: 2 days, 16:18:13, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.3862, top5_acc: 0.6302, loss_cls: 2.7990, loss: 2.7990, grad_norm: 1.5435 2020-07-18 16:47:39,692 - mmaction - INFO - Epoch [104][100/1253] lr: 1.953e-01, eta: 2 days, 16:17:40, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3813, top5_acc: 0.6177, loss_cls: 2.8159, loss: 2.8159, grad_norm: 1.5038 2020-07-18 16:48:00,957 - mmaction - INFO - Epoch [104][120/1253] lr: 1.953e-01, eta: 2 days, 16:17:07, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3940, top5_acc: 0.6323, loss_cls: 2.7695, loss: 2.7695, grad_norm: 1.5309 2020-07-18 16:48:22,261 - mmaction - INFO - Epoch [104][140/1253] lr: 1.953e-01, eta: 2 days, 16:16:33, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3740, top5_acc: 0.6284, loss_cls: 2.8012, loss: 2.8012, grad_norm: 1.5454 2020-07-18 16:48:43,718 - mmaction - INFO - Epoch [104][160/1253] lr: 1.953e-01, eta: 2 days, 16:16:00, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3831, top5_acc: 0.6315, loss_cls: 2.7902, loss: 2.7902, grad_norm: 1.5162 2020-07-18 16:49:05,007 - mmaction - INFO - Epoch [104][180/1253] lr: 1.953e-01, eta: 2 days, 16:15:27, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3747, top5_acc: 0.6289, loss_cls: 2.8146, loss: 2.8146, grad_norm: 1.5236 2020-07-18 16:49:26,309 - mmaction - INFO - Epoch [104][200/1253] lr: 1.953e-01, eta: 2 days, 16:14:53, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3729, top5_acc: 0.6229, loss_cls: 2.8638, loss: 2.8638, grad_norm: 1.5293 2020-07-18 16:49:47,855 - mmaction - INFO - Epoch [104][220/1253] lr: 1.953e-01, eta: 2 days, 16:14:21, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.3771, top5_acc: 0.6237, loss_cls: 2.8095, loss: 2.8095, grad_norm: 1.5300 2020-07-18 16:50:09,111 - mmaction - INFO - Epoch [104][240/1253] lr: 1.953e-01, eta: 2 days, 16:13:47, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.3737, top5_acc: 0.6396, loss_cls: 2.7705, loss: 2.7705, grad_norm: 1.5363 2020-07-18 16:50:30,508 - mmaction - INFO - Epoch [104][260/1253] lr: 1.953e-01, eta: 2 days, 16:13:14, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3771, top5_acc: 0.6281, loss_cls: 2.8366, loss: 2.8366, grad_norm: 1.5365 2020-07-18 16:50:52,137 - mmaction - INFO - Epoch [104][280/1253] lr: 1.953e-01, eta: 2 days, 16:12:42, time: 1.082, data_time: 0.007, memory: 9059, top1_acc: 0.3760, top5_acc: 0.6310, loss_cls: 2.8094, loss: 2.8094, grad_norm: 1.5152 2020-07-18 16:51:13,489 - mmaction - INFO - Epoch [104][300/1253] lr: 1.953e-01, eta: 2 days, 16:12:09, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.3693, top5_acc: 0.6128, loss_cls: 2.8643, loss: 2.8643, grad_norm: 1.5102 2020-07-18 16:51:35,766 - mmaction - INFO - Epoch [104][320/1253] lr: 1.953e-01, eta: 2 days, 16:11:39, time: 1.113, data_time: 0.001, memory: 9059, top1_acc: 0.3654, top5_acc: 0.6081, loss_cls: 2.8940, loss: 2.8940, grad_norm: 1.4948 2020-07-18 16:51:57,135 - mmaction - INFO - Epoch [104][340/1253] lr: 1.953e-01, eta: 2 days, 16:11:05, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3758, top5_acc: 0.6214, loss_cls: 2.8483, loss: 2.8483, grad_norm: 1.5255 2020-07-18 16:52:18,391 - mmaction - INFO - Epoch [104][360/1253] lr: 1.953e-01, eta: 2 days, 16:10:32, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3685, top5_acc: 0.6263, loss_cls: 2.8436, loss: 2.8436, grad_norm: 1.5507 2020-07-18 16:52:39,536 - mmaction - INFO - Epoch [104][380/1253] lr: 1.953e-01, eta: 2 days, 16:09:58, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.3724, top5_acc: 0.6206, loss_cls: 2.8534, loss: 2.8534, grad_norm: 1.5675 2020-07-18 16:53:01,026 - mmaction - INFO - Epoch [104][400/1253] lr: 1.953e-01, eta: 2 days, 16:09:25, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.3698, top5_acc: 0.6247, loss_cls: 2.8234, loss: 2.8234, grad_norm: 1.5510 2020-07-18 16:53:22,488 - mmaction - INFO - Epoch [104][420/1253] lr: 1.953e-01, eta: 2 days, 16:08:52, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3773, top5_acc: 0.6294, loss_cls: 2.8253, loss: 2.8253, grad_norm: 1.5126 2020-07-18 16:53:43,692 - mmaction - INFO - Epoch [104][440/1253] lr: 1.953e-01, eta: 2 days, 16:08:19, time: 1.061, data_time: 0.003, memory: 9059, top1_acc: 0.3797, top5_acc: 0.6333, loss_cls: 2.8339, loss: 2.8339, grad_norm: 1.5318 2020-07-18 16:54:05,295 - mmaction - INFO - Epoch [104][460/1253] lr: 1.953e-01, eta: 2 days, 16:07:47, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.3630, top5_acc: 0.6219, loss_cls: 2.8773, loss: 2.8773, grad_norm: 1.5487 2020-07-18 16:54:26,709 - mmaction - INFO - Epoch [104][480/1253] lr: 1.953e-01, eta: 2 days, 16:07:14, time: 1.070, data_time: 0.001, memory: 9059, top1_acc: 0.3823, top5_acc: 0.6406, loss_cls: 2.8136, loss: 2.8136, grad_norm: 1.5188 2020-07-18 16:54:47,937 - mmaction - INFO - Epoch [104][500/1253] lr: 1.953e-01, eta: 2 days, 16:06:40, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3622, top5_acc: 0.6133, loss_cls: 2.9003, loss: 2.9003, grad_norm: 1.5545 2020-07-18 16:55:11,529 - mmaction - INFO - Epoch [104][520/1253] lr: 1.953e-01, eta: 2 days, 16:06:14, time: 1.179, data_time: 0.013, memory: 9059, top1_acc: 0.3659, top5_acc: 0.6211, loss_cls: 2.8475, loss: 2.8475, grad_norm: 1.4911 2020-07-18 16:55:32,753 - mmaction - INFO - Epoch [104][540/1253] lr: 1.953e-01, eta: 2 days, 16:05:41, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3773, top5_acc: 0.6227, loss_cls: 2.8108, loss: 2.8108, grad_norm: 1.5284 2020-07-18 16:55:54,444 - mmaction - INFO - Epoch [104][560/1253] lr: 1.953e-01, eta: 2 days, 16:05:09, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.3667, top5_acc: 0.6188, loss_cls: 2.8598, loss: 2.8598, grad_norm: 1.4904 2020-07-18 16:56:16,275 - mmaction - INFO - Epoch [104][580/1253] lr: 1.953e-01, eta: 2 days, 16:04:37, time: 1.091, data_time: 0.009, memory: 9059, top1_acc: 0.3852, top5_acc: 0.6227, loss_cls: 2.8115, loss: 2.8115, grad_norm: 1.5182 2020-07-18 16:56:37,666 - mmaction - INFO - Epoch [104][600/1253] lr: 1.953e-01, eta: 2 days, 16:04:04, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3813, top5_acc: 0.6409, loss_cls: 2.7589, loss: 2.7589, grad_norm: 1.5173 2020-07-18 16:56:58,802 - mmaction - INFO - Epoch [104][620/1253] lr: 1.953e-01, eta: 2 days, 16:03:30, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.3805, top5_acc: 0.6190, loss_cls: 2.8299, loss: 2.8299, grad_norm: 1.5015 2020-07-18 16:57:20,212 - mmaction - INFO - Epoch [104][640/1253] lr: 1.953e-01, eta: 2 days, 16:02:57, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3664, top5_acc: 0.6260, loss_cls: 2.8447, loss: 2.8447, grad_norm: 1.5449 2020-07-18 16:57:41,422 - mmaction - INFO - Epoch [104][660/1253] lr: 1.953e-01, eta: 2 days, 16:02:24, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3695, top5_acc: 0.6271, loss_cls: 2.8540, loss: 2.8540, grad_norm: 1.5464 2020-07-18 16:58:03,268 - mmaction - INFO - Epoch [104][680/1253] lr: 1.953e-01, eta: 2 days, 16:01:52, time: 1.093, data_time: 0.002, memory: 9059, top1_acc: 0.3682, top5_acc: 0.6130, loss_cls: 2.8756, loss: 2.8756, grad_norm: 1.5243 2020-07-18 16:58:24,448 - mmaction - INFO - Epoch [104][700/1253] lr: 1.953e-01, eta: 2 days, 16:01:19, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3961, top5_acc: 0.6385, loss_cls: 2.7659, loss: 2.7659, grad_norm: 1.5121 2020-07-18 16:58:45,831 - mmaction - INFO - Epoch [104][720/1253] lr: 1.953e-01, eta: 2 days, 16:00:46, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3688, top5_acc: 0.6268, loss_cls: 2.8423, loss: 2.8423, grad_norm: 1.5125 2020-07-18 16:59:07,359 - mmaction - INFO - Epoch [104][740/1253] lr: 1.953e-01, eta: 2 days, 16:00:13, time: 1.078, data_time: 0.003, memory: 9059, top1_acc: 0.3693, top5_acc: 0.6156, loss_cls: 2.8571, loss: 2.8571, grad_norm: 1.5292 2020-07-18 16:59:28,893 - mmaction - INFO - Epoch [104][760/1253] lr: 1.953e-01, eta: 2 days, 15:59:41, time: 1.076, data_time: 0.006, memory: 9059, top1_acc: 0.3680, top5_acc: 0.6133, loss_cls: 2.8886, loss: 2.8886, grad_norm: 1.4999 2020-07-18 16:59:50,371 - mmaction - INFO - Epoch [104][780/1253] lr: 1.953e-01, eta: 2 days, 15:59:08, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.3789, top5_acc: 0.6372, loss_cls: 2.7963, loss: 2.7963, grad_norm: 1.5051 2020-07-18 17:00:20,612 - mmaction - INFO - Epoch [104][800/1253] lr: 1.953e-01, eta: 2 days, 15:59:03, time: 1.492, data_time: 0.003, memory: 9059, top1_acc: 0.3875, top5_acc: 0.6445, loss_cls: 2.7755, loss: 2.7755, grad_norm: 1.5182 2020-07-18 17:00:42,159 - mmaction - INFO - Epoch [104][820/1253] lr: 1.953e-01, eta: 2 days, 15:58:31, time: 1.097, data_time: 0.037, memory: 9059, top1_acc: 0.3859, top5_acc: 0.6466, loss_cls: 2.7612, loss: 2.7612, grad_norm: 1.5233 2020-07-18 17:01:03,619 - mmaction - INFO - Epoch [104][840/1253] lr: 1.953e-01, eta: 2 days, 15:57:59, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3672, top5_acc: 0.6255, loss_cls: 2.8368, loss: 2.8368, grad_norm: 1.5830 2020-07-18 17:01:25,093 - mmaction - INFO - Epoch [104][860/1253] lr: 1.953e-01, eta: 2 days, 15:57:26, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.3781, top5_acc: 0.6276, loss_cls: 2.8514, loss: 2.8514, grad_norm: 1.5303 2020-07-18 17:01:46,769 - mmaction - INFO - Epoch [104][880/1253] lr: 1.953e-01, eta: 2 days, 15:56:54, time: 1.085, data_time: 0.002, memory: 9059, top1_acc: 0.3674, top5_acc: 0.6174, loss_cls: 2.8824, loss: 2.8824, grad_norm: 1.5573 2020-07-18 17:02:07,930 - mmaction - INFO - Epoch [104][900/1253] lr: 1.953e-01, eta: 2 days, 15:56:21, time: 1.058, data_time: 0.001, memory: 9059, top1_acc: 0.3727, top5_acc: 0.6281, loss_cls: 2.8329, loss: 2.8329, grad_norm: 1.5144 2020-07-18 17:02:29,501 - mmaction - INFO - Epoch [104][920/1253] lr: 1.953e-01, eta: 2 days, 15:55:48, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.3883, top5_acc: 0.6401, loss_cls: 2.7685, loss: 2.7685, grad_norm: 1.4966 2020-07-18 17:02:50,721 - mmaction - INFO - Epoch [104][940/1253] lr: 1.953e-01, eta: 2 days, 15:55:15, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3773, top5_acc: 0.6214, loss_cls: 2.8457, loss: 2.8457, grad_norm: 1.5324 2020-07-18 17:03:12,075 - mmaction - INFO - Epoch [104][960/1253] lr: 1.953e-01, eta: 2 days, 15:54:42, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3742, top5_acc: 0.6302, loss_cls: 2.8123, loss: 2.8123, grad_norm: 1.5161 2020-07-18 17:03:33,599 - mmaction - INFO - Epoch [104][980/1253] lr: 1.953e-01, eta: 2 days, 15:54:10, time: 1.077, data_time: 0.005, memory: 9059, top1_acc: 0.3594, top5_acc: 0.6234, loss_cls: 2.8870, loss: 2.8870, grad_norm: 1.5590 2020-07-18 17:03:55,141 - mmaction - INFO - Epoch [104][1000/1253] lr: 1.953e-01, eta: 2 days, 15:53:37, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.3818, top5_acc: 0.6404, loss_cls: 2.7955, loss: 2.7955, grad_norm: 1.5095 2020-07-18 17:04:16,466 - mmaction - INFO - Epoch [104][1020/1253] lr: 1.953e-01, eta: 2 days, 15:53:04, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3784, top5_acc: 0.6281, loss_cls: 2.8090, loss: 2.8090, grad_norm: 1.5091 2020-07-18 17:04:37,845 - mmaction - INFO - Epoch [104][1040/1253] lr: 1.953e-01, eta: 2 days, 15:52:31, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.3781, top5_acc: 0.6323, loss_cls: 2.8040, loss: 2.8040, grad_norm: 1.5141 2020-07-18 17:04:59,261 - mmaction - INFO - Epoch [104][1060/1253] lr: 1.953e-01, eta: 2 days, 15:51:59, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.3846, top5_acc: 0.6232, loss_cls: 2.8225, loss: 2.8225, grad_norm: 1.5408 2020-07-18 17:05:21,493 - mmaction - INFO - Epoch [104][1080/1253] lr: 1.953e-01, eta: 2 days, 15:51:25, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3896, top5_acc: 0.6344, loss_cls: 2.7662, loss: 2.7662, grad_norm: 1.5503 2020-07-18 17:05:49,901 - mmaction - INFO - Epoch [104][1100/1253] lr: 1.953e-01, eta: 2 days, 15:51:18, time: 1.468, data_time: 0.326, memory: 9059, top1_acc: 0.3784, top5_acc: 0.6320, loss_cls: 2.8021, loss: 2.8021, grad_norm: 1.5338 2020-07-18 17:06:11,195 - mmaction - INFO - Epoch [104][1120/1253] lr: 1.953e-01, eta: 2 days, 15:50:45, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3839, top5_acc: 0.6333, loss_cls: 2.8126, loss: 2.8126, grad_norm: 1.5428 2020-07-18 17:06:32,534 - mmaction - INFO - Epoch [104][1140/1253] lr: 1.953e-01, eta: 2 days, 15:50:12, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.3685, top5_acc: 0.6185, loss_cls: 2.8665, loss: 2.8665, grad_norm: 1.5297 2020-07-18 17:06:53,781 - mmaction - INFO - Epoch [104][1160/1253] lr: 1.953e-01, eta: 2 days, 15:49:39, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3747, top5_acc: 0.6195, loss_cls: 2.8590, loss: 2.8590, grad_norm: 1.5404 2020-07-18 17:07:15,135 - mmaction - INFO - Epoch [104][1180/1253] lr: 1.953e-01, eta: 2 days, 15:49:06, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.3820, top5_acc: 0.6271, loss_cls: 2.8386, loss: 2.8386, grad_norm: 1.5000 2020-07-18 17:07:37,105 - mmaction - INFO - Epoch [104][1200/1253] lr: 1.953e-01, eta: 2 days, 15:48:35, time: 1.098, data_time: 0.002, memory: 9059, top1_acc: 0.3841, top5_acc: 0.6362, loss_cls: 2.7864, loss: 2.7864, grad_norm: 1.5408 2020-07-18 17:07:58,452 - mmaction - INFO - Epoch [104][1220/1253] lr: 1.953e-01, eta: 2 days, 15:48:02, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.3799, top5_acc: 0.6448, loss_cls: 2.7700, loss: 2.7700, grad_norm: 1.5091 2020-07-18 17:08:19,784 - mmaction - INFO - Epoch [104][1240/1253] lr: 1.953e-01, eta: 2 days, 15:47:29, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.3763, top5_acc: 0.6219, loss_cls: 2.8486, loss: 2.8486, grad_norm: 1.5569 2020-07-18 17:08:44,918 - mmaction - INFO - Saving checkpoint at 104 epochs 2020-07-18 17:12:18,772 - mmaction - INFO - Epoch [105][20/1253] lr: 1.935e-01, eta: 2 days, 15:55:55, time: 10.615, data_time: 9.142, memory: 9059, top1_acc: 0.3654, top5_acc: 0.6326, loss_cls: 2.8510, loss: 2.8510, grad_norm: 1.5367 2020-07-18 17:12:40,066 - mmaction - INFO - Epoch [105][40/1253] lr: 1.935e-01, eta: 2 days, 15:55:22, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3813, top5_acc: 0.6268, loss_cls: 2.7974, loss: 2.7974, grad_norm: 1.5000 2020-07-18 17:13:01,679 - mmaction - INFO - Epoch [105][60/1253] lr: 1.935e-01, eta: 2 days, 15:54:50, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.3875, top5_acc: 0.6464, loss_cls: 2.7677, loss: 2.7677, grad_norm: 1.5264 2020-07-18 17:13:23,082 - mmaction - INFO - Epoch [105][80/1253] lr: 1.935e-01, eta: 2 days, 15:54:17, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3870, top5_acc: 0.6354, loss_cls: 2.7928, loss: 2.7928, grad_norm: 1.5139 2020-07-18 17:13:44,584 - mmaction - INFO - Epoch [105][100/1253] lr: 1.935e-01, eta: 2 days, 15:53:44, time: 1.076, data_time: 0.003, memory: 9059, top1_acc: 0.3799, top5_acc: 0.6393, loss_cls: 2.8008, loss: 2.8008, grad_norm: 1.5131 2020-07-18 17:14:06,011 - mmaction - INFO - Epoch [105][120/1253] lr: 1.935e-01, eta: 2 days, 15:53:11, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3734, top5_acc: 0.6211, loss_cls: 2.8327, loss: 2.8327, grad_norm: 1.5320 2020-07-18 17:14:27,283 - mmaction - INFO - Epoch [105][140/1253] lr: 1.935e-01, eta: 2 days, 15:52:38, time: 1.067, data_time: 0.005, memory: 9059, top1_acc: 0.3760, top5_acc: 0.6307, loss_cls: 2.8196, loss: 2.8196, grad_norm: 1.5173 2020-07-18 17:14:48,992 - mmaction - INFO - Epoch [105][160/1253] lr: 1.935e-01, eta: 2 days, 15:52:06, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3698, top5_acc: 0.6201, loss_cls: 2.8381, loss: 2.8381, grad_norm: 1.5573 2020-07-18 17:15:10,231 - mmaction - INFO - Epoch [105][180/1253] lr: 1.935e-01, eta: 2 days, 15:51:33, time: 1.074, data_time: 0.014, memory: 9059, top1_acc: 0.3854, top5_acc: 0.6198, loss_cls: 2.8282, loss: 2.8282, grad_norm: 1.5000 2020-07-18 17:15:31,598 - mmaction - INFO - Epoch [105][200/1253] lr: 1.935e-01, eta: 2 days, 15:51:00, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3815, top5_acc: 0.6263, loss_cls: 2.8213, loss: 2.8213, grad_norm: 1.5311 2020-07-18 17:15:52,862 - mmaction - INFO - Epoch [105][220/1253] lr: 1.935e-01, eta: 2 days, 15:50:27, time: 1.064, data_time: 0.004, memory: 9059, top1_acc: 0.3958, top5_acc: 0.6385, loss_cls: 2.7759, loss: 2.7759, grad_norm: 1.5071 2020-07-18 17:16:14,238 - mmaction - INFO - Epoch [105][240/1253] lr: 1.935e-01, eta: 2 days, 15:49:54, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3745, top5_acc: 0.6305, loss_cls: 2.8434, loss: 2.8434, grad_norm: 1.5597 2020-07-18 17:16:35,475 - mmaction - INFO - Epoch [105][260/1253] lr: 1.935e-01, eta: 2 days, 15:49:20, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3773, top5_acc: 0.6198, loss_cls: 2.8372, loss: 2.8372, grad_norm: 1.5018 2020-07-18 17:16:56,866 - mmaction - INFO - Epoch [105][280/1253] lr: 1.935e-01, eta: 2 days, 15:48:47, time: 1.070, data_time: 0.009, memory: 9059, top1_acc: 0.3628, top5_acc: 0.6206, loss_cls: 2.8329, loss: 2.8329, grad_norm: 1.5067 2020-07-18 17:17:18,337 - mmaction - INFO - Epoch [105][300/1253] lr: 1.935e-01, eta: 2 days, 15:48:15, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3797, top5_acc: 0.6286, loss_cls: 2.8169, loss: 2.8169, grad_norm: 1.5530 2020-07-18 17:17:39,898 - mmaction - INFO - Epoch [105][320/1253] lr: 1.935e-01, eta: 2 days, 15:47:43, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.3729, top5_acc: 0.6273, loss_cls: 2.8505, loss: 2.8505, grad_norm: 1.5298 2020-07-18 17:18:01,430 - mmaction - INFO - Epoch [105][340/1253] lr: 1.935e-01, eta: 2 days, 15:47:10, time: 1.076, data_time: 0.001, memory: 9059, top1_acc: 0.3867, top5_acc: 0.6401, loss_cls: 2.7570, loss: 2.7570, grad_norm: 1.5045 2020-07-18 17:18:22,899 - mmaction - INFO - Epoch [105][360/1253] lr: 1.935e-01, eta: 2 days, 15:46:37, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3701, top5_acc: 0.6331, loss_cls: 2.8060, loss: 2.8060, grad_norm: 1.5363 2020-07-18 17:18:45,223 - mmaction - INFO - Epoch [105][380/1253] lr: 1.935e-01, eta: 2 days, 15:46:07, time: 1.116, data_time: 0.019, memory: 9059, top1_acc: 0.3625, top5_acc: 0.6133, loss_cls: 2.8511, loss: 2.8511, grad_norm: 1.5284 2020-07-18 17:19:07,420 - mmaction - INFO - Epoch [105][400/1253] lr: 1.935e-01, eta: 2 days, 15:45:37, time: 1.111, data_time: 0.016, memory: 9059, top1_acc: 0.3820, top5_acc: 0.6260, loss_cls: 2.8137, loss: 2.8137, grad_norm: 1.5321 2020-07-18 17:19:29,324 - mmaction - INFO - Epoch [105][420/1253] lr: 1.935e-01, eta: 2 days, 15:45:06, time: 1.095, data_time: 0.013, memory: 9059, top1_acc: 0.3906, top5_acc: 0.6344, loss_cls: 2.8121, loss: 2.8121, grad_norm: 1.5362 2020-07-18 17:19:50,863 - mmaction - INFO - Epoch [105][440/1253] lr: 1.935e-01, eta: 2 days, 15:44:34, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.3885, top5_acc: 0.6346, loss_cls: 2.8025, loss: 2.8025, grad_norm: 1.5458 2020-07-18 17:20:12,626 - mmaction - INFO - Epoch [105][460/1253] lr: 1.935e-01, eta: 2 days, 15:44:02, time: 1.087, data_time: 0.002, memory: 9059, top1_acc: 0.3734, top5_acc: 0.6271, loss_cls: 2.8426, loss: 2.8426, grad_norm: 1.5327 2020-07-18 17:20:34,861 - mmaction - INFO - Epoch [105][480/1253] lr: 1.935e-01, eta: 2 days, 15:43:32, time: 1.113, data_time: 0.010, memory: 9059, top1_acc: 0.3898, top5_acc: 0.6354, loss_cls: 2.8180, loss: 2.8180, grad_norm: 1.5136 2020-07-18 17:20:56,999 - mmaction - INFO - Epoch [105][500/1253] lr: 1.935e-01, eta: 2 days, 15:43:01, time: 1.103, data_time: 0.010, memory: 9059, top1_acc: 0.3810, top5_acc: 0.6188, loss_cls: 2.8638, loss: 2.8638, grad_norm: 1.5744 2020-07-18 17:21:18,932 - mmaction - INFO - Epoch [105][520/1253] lr: 1.935e-01, eta: 2 days, 15:42:30, time: 1.099, data_time: 0.019, memory: 9059, top1_acc: 0.3719, top5_acc: 0.6216, loss_cls: 2.8259, loss: 2.8259, grad_norm: 1.5655 2020-07-18 17:21:40,456 - mmaction - INFO - Epoch [105][540/1253] lr: 1.935e-01, eta: 2 days, 15:41:58, time: 1.076, data_time: 0.003, memory: 9059, top1_acc: 0.3565, top5_acc: 0.6083, loss_cls: 2.9377, loss: 2.9377, grad_norm: 1.5473 2020-07-18 17:22:02,136 - mmaction - INFO - Epoch [105][560/1253] lr: 1.935e-01, eta: 2 days, 15:41:26, time: 1.086, data_time: 0.003, memory: 9059, top1_acc: 0.3794, top5_acc: 0.6268, loss_cls: 2.8117, loss: 2.8117, grad_norm: 1.5146 2020-07-18 17:22:23,356 - mmaction - INFO - Epoch [105][580/1253] lr: 1.935e-01, eta: 2 days, 15:40:53, time: 1.061, data_time: 0.001, memory: 9059, top1_acc: 0.3698, top5_acc: 0.6302, loss_cls: 2.8076, loss: 2.8076, grad_norm: 1.5166 2020-07-18 17:22:44,766 - mmaction - INFO - Epoch [105][600/1253] lr: 1.935e-01, eta: 2 days, 15:40:20, time: 1.071, data_time: 0.001, memory: 9059, top1_acc: 0.3688, top5_acc: 0.6247, loss_cls: 2.8508, loss: 2.8508, grad_norm: 1.5356 2020-07-18 17:23:06,055 - mmaction - INFO - Epoch [105][620/1253] lr: 1.935e-01, eta: 2 days, 15:39:47, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.3719, top5_acc: 0.6359, loss_cls: 2.8214, loss: 2.8214, grad_norm: 1.5028 2020-07-18 17:23:27,374 - mmaction - INFO - Epoch [105][640/1253] lr: 1.935e-01, eta: 2 days, 15:39:14, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.3763, top5_acc: 0.6180, loss_cls: 2.8144, loss: 2.8144, grad_norm: 1.5081 2020-07-18 17:23:48,635 - mmaction - INFO - Epoch [105][660/1253] lr: 1.935e-01, eta: 2 days, 15:38:41, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3799, top5_acc: 0.6331, loss_cls: 2.8057, loss: 2.8057, grad_norm: 1.5308 2020-07-18 17:24:10,432 - mmaction - INFO - Epoch [105][680/1253] lr: 1.935e-01, eta: 2 days, 15:38:09, time: 1.091, data_time: 0.003, memory: 9059, top1_acc: 0.3732, top5_acc: 0.6190, loss_cls: 2.8589, loss: 2.8589, grad_norm: 1.5265 2020-07-18 17:24:32,034 - mmaction - INFO - Epoch [105][700/1253] lr: 1.935e-01, eta: 2 days, 15:37:37, time: 1.080, data_time: 0.001, memory: 9059, top1_acc: 0.3716, top5_acc: 0.6201, loss_cls: 2.8731, loss: 2.8731, grad_norm: 1.5203 2020-07-18 17:24:53,402 - mmaction - INFO - Epoch [105][720/1253] lr: 1.935e-01, eta: 2 days, 15:37:04, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3802, top5_acc: 0.6305, loss_cls: 2.8158, loss: 2.8158, grad_norm: 1.5302 2020-07-18 17:25:14,856 - mmaction - INFO - Epoch [105][740/1253] lr: 1.935e-01, eta: 2 days, 15:36:32, time: 1.074, data_time: 0.004, memory: 9059, top1_acc: 0.3656, top5_acc: 0.6260, loss_cls: 2.8424, loss: 2.8424, grad_norm: 1.5170 2020-07-18 17:25:36,262 - mmaction - INFO - Epoch [105][760/1253] lr: 1.935e-01, eta: 2 days, 15:35:59, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3706, top5_acc: 0.6185, loss_cls: 2.8601, loss: 2.8601, grad_norm: 1.5250 2020-07-18 17:25:57,464 - mmaction - INFO - Epoch [105][780/1253] lr: 1.935e-01, eta: 2 days, 15:35:26, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3664, top5_acc: 0.6167, loss_cls: 2.8664, loss: 2.8664, grad_norm: 1.5299 2020-07-18 17:26:18,794 - mmaction - INFO - Epoch [105][800/1253] lr: 1.935e-01, eta: 2 days, 15:34:53, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3617, top5_acc: 0.6151, loss_cls: 2.9080, loss: 2.9080, grad_norm: 1.5503 2020-07-18 17:26:40,135 - mmaction - INFO - Epoch [105][820/1253] lr: 1.935e-01, eta: 2 days, 15:34:20, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3852, top5_acc: 0.6273, loss_cls: 2.8232, loss: 2.8232, grad_norm: 1.5098 2020-07-18 17:27:01,519 - mmaction - INFO - Epoch [105][840/1253] lr: 1.935e-01, eta: 2 days, 15:33:48, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.3672, top5_acc: 0.6242, loss_cls: 2.8730, loss: 2.8730, grad_norm: 1.5363 2020-07-18 17:27:22,962 - mmaction - INFO - Epoch [105][860/1253] lr: 1.935e-01, eta: 2 days, 15:33:15, time: 1.071, data_time: 0.010, memory: 9059, top1_acc: 0.3745, top5_acc: 0.6286, loss_cls: 2.8402, loss: 2.8402, grad_norm: 1.5660 2020-07-18 17:27:44,388 - mmaction - INFO - Epoch [105][880/1253] lr: 1.935e-01, eta: 2 days, 15:32:43, time: 1.073, data_time: 0.003, memory: 9059, top1_acc: 0.3760, top5_acc: 0.6294, loss_cls: 2.8319, loss: 2.8319, grad_norm: 1.5145 2020-07-18 17:28:05,835 - mmaction - INFO - Epoch [105][900/1253] lr: 1.935e-01, eta: 2 days, 15:32:10, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3904, top5_acc: 0.6453, loss_cls: 2.7516, loss: 2.7516, grad_norm: 1.5282 2020-07-18 17:28:27,117 - mmaction - INFO - Epoch [105][920/1253] lr: 1.935e-01, eta: 2 days, 15:31:37, time: 1.065, data_time: 0.008, memory: 9059, top1_acc: 0.3742, top5_acc: 0.6326, loss_cls: 2.8052, loss: 2.8052, grad_norm: 1.5176 2020-07-18 17:28:48,329 - mmaction - INFO - Epoch [105][940/1253] lr: 1.935e-01, eta: 2 days, 15:31:04, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3786, top5_acc: 0.6372, loss_cls: 2.7739, loss: 2.7739, grad_norm: 1.5546 2020-07-18 17:29:09,639 - mmaction - INFO - Epoch [105][960/1253] lr: 1.935e-01, eta: 2 days, 15:30:31, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3680, top5_acc: 0.6195, loss_cls: 2.8433, loss: 2.8433, grad_norm: 1.5628 2020-07-18 17:29:31,324 - mmaction - INFO - Epoch [105][980/1253] lr: 1.935e-01, eta: 2 days, 15:29:59, time: 1.085, data_time: 0.017, memory: 9059, top1_acc: 0.3760, top5_acc: 0.6224, loss_cls: 2.8404, loss: 2.8404, grad_norm: 1.5544 2020-07-18 17:29:52,912 - mmaction - INFO - Epoch [105][1000/1253] lr: 1.935e-01, eta: 2 days, 15:29:27, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.3839, top5_acc: 0.6352, loss_cls: 2.7886, loss: 2.7886, grad_norm: 1.5604 2020-07-18 17:30:15,155 - mmaction - INFO - Epoch [105][1020/1253] lr: 1.935e-01, eta: 2 days, 15:28:57, time: 1.113, data_time: 0.003, memory: 9059, top1_acc: 0.3711, top5_acc: 0.6273, loss_cls: 2.8230, loss: 2.8230, grad_norm: 1.5520 2020-07-18 17:30:36,391 - mmaction - INFO - Epoch [105][1040/1253] lr: 1.935e-01, eta: 2 days, 15:28:24, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3703, top5_acc: 0.6268, loss_cls: 2.8462, loss: 2.8462, grad_norm: 1.5684 2020-07-18 17:30:57,716 - mmaction - INFO - Epoch [105][1060/1253] lr: 1.935e-01, eta: 2 days, 15:27:51, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3859, top5_acc: 0.6258, loss_cls: 2.8021, loss: 2.8021, grad_norm: 1.5077 2020-07-18 17:31:19,306 - mmaction - INFO - Epoch [105][1080/1253] lr: 1.935e-01, eta: 2 days, 15:27:19, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.3745, top5_acc: 0.6245, loss_cls: 2.8530, loss: 2.8530, grad_norm: 1.5633 2020-07-18 17:31:40,763 - mmaction - INFO - Epoch [105][1100/1253] lr: 1.935e-01, eta: 2 days, 15:26:47, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3667, top5_acc: 0.6086, loss_cls: 2.9032, loss: 2.9032, grad_norm: 1.5183 2020-07-18 17:32:01,962 - mmaction - INFO - Epoch [105][1120/1253] lr: 1.935e-01, eta: 2 days, 15:26:14, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3844, top5_acc: 0.6305, loss_cls: 2.7956, loss: 2.7956, grad_norm: 1.5058 2020-07-18 17:32:23,248 - mmaction - INFO - Epoch [105][1140/1253] lr: 1.935e-01, eta: 2 days, 15:25:41, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3609, top5_acc: 0.6292, loss_cls: 2.8504, loss: 2.8504, grad_norm: 1.5490 2020-07-18 17:32:44,880 - mmaction - INFO - Epoch [105][1160/1253] lr: 1.935e-01, eta: 2 days, 15:25:09, time: 1.083, data_time: 0.002, memory: 9059, top1_acc: 0.3721, top5_acc: 0.6315, loss_cls: 2.8501, loss: 2.8501, grad_norm: 1.5279 2020-07-18 17:33:06,080 - mmaction - INFO - Epoch [105][1180/1253] lr: 1.935e-01, eta: 2 days, 15:24:36, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.3615, top5_acc: 0.6182, loss_cls: 2.8617, loss: 2.8617, grad_norm: 1.5547 2020-07-18 17:33:27,689 - mmaction - INFO - Epoch [105][1200/1253] lr: 1.935e-01, eta: 2 days, 15:24:04, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.3844, top5_acc: 0.6333, loss_cls: 2.7850, loss: 2.7850, grad_norm: 1.5603 2020-07-18 17:33:49,042 - mmaction - INFO - Epoch [105][1220/1253] lr: 1.935e-01, eta: 2 days, 15:23:32, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3763, top5_acc: 0.6245, loss_cls: 2.8571, loss: 2.8571, grad_norm: 1.5300 2020-07-18 17:34:10,418 - mmaction - INFO - Epoch [105][1240/1253] lr: 1.935e-01, eta: 2 days, 15:22:59, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3846, top5_acc: 0.6253, loss_cls: 2.8259, loss: 2.8259, grad_norm: 1.5003 2020-07-18 17:37:50,410 - mmaction - INFO - Epoch [106][20/1253] lr: 1.918e-01, eta: 2 days, 15:30:26, time: 9.889, data_time: 8.721, memory: 9059, top1_acc: 0.3865, top5_acc: 0.6391, loss_cls: 2.7865, loss: 2.7865, grad_norm: 1.5432 2020-07-18 17:38:11,870 - mmaction - INFO - Epoch [106][40/1253] lr: 1.918e-01, eta: 2 days, 15:29:53, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3586, top5_acc: 0.6198, loss_cls: 2.8544, loss: 2.8544, grad_norm: 1.5640 2020-07-18 17:38:33,130 - mmaction - INFO - Epoch [106][60/1253] lr: 1.918e-01, eta: 2 days, 15:29:20, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3807, top5_acc: 0.6266, loss_cls: 2.8242, loss: 2.8242, grad_norm: 1.5321 2020-07-18 17:38:54,686 - mmaction - INFO - Epoch [106][80/1253] lr: 1.918e-01, eta: 2 days, 15:28:48, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.3867, top5_acc: 0.6294, loss_cls: 2.8113, loss: 2.8113, grad_norm: 1.5175 2020-07-18 17:39:16,170 - mmaction - INFO - Epoch [106][100/1253] lr: 1.918e-01, eta: 2 days, 15:28:16, time: 1.074, data_time: 0.001, memory: 9059, top1_acc: 0.3833, top5_acc: 0.6266, loss_cls: 2.8385, loss: 2.8385, grad_norm: 1.5313 2020-07-18 17:39:37,655 - mmaction - INFO - Epoch [106][120/1253] lr: 1.918e-01, eta: 2 days, 15:27:43, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.3656, top5_acc: 0.6393, loss_cls: 2.7967, loss: 2.7967, grad_norm: 1.5657 2020-07-18 17:39:59,125 - mmaction - INFO - Epoch [106][140/1253] lr: 1.918e-01, eta: 2 days, 15:27:11, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3953, top5_acc: 0.6419, loss_cls: 2.7400, loss: 2.7400, grad_norm: 1.5495 2020-07-18 17:40:20,441 - mmaction - INFO - Epoch [106][160/1253] lr: 1.918e-01, eta: 2 days, 15:26:38, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3969, top5_acc: 0.6367, loss_cls: 2.7676, loss: 2.7676, grad_norm: 1.5436 2020-07-18 17:40:41,716 - mmaction - INFO - Epoch [106][180/1253] lr: 1.918e-01, eta: 2 days, 15:26:05, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3904, top5_acc: 0.6466, loss_cls: 2.7437, loss: 2.7437, grad_norm: 1.5475 2020-07-18 17:41:02,972 - mmaction - INFO - Epoch [106][200/1253] lr: 1.918e-01, eta: 2 days, 15:25:32, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3792, top5_acc: 0.6349, loss_cls: 2.7762, loss: 2.7762, grad_norm: 1.5586 2020-07-18 17:41:24,341 - mmaction - INFO - Epoch [106][220/1253] lr: 1.918e-01, eta: 2 days, 15:24:59, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3573, top5_acc: 0.6211, loss_cls: 2.8731, loss: 2.8731, grad_norm: 1.5358 2020-07-18 17:41:45,651 - mmaction - INFO - Epoch [106][240/1253] lr: 1.918e-01, eta: 2 days, 15:24:26, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3768, top5_acc: 0.6299, loss_cls: 2.8055, loss: 2.8055, grad_norm: 1.5177 2020-07-18 17:42:07,050 - mmaction - INFO - Epoch [106][260/1253] lr: 1.918e-01, eta: 2 days, 15:23:53, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3661, top5_acc: 0.6320, loss_cls: 2.8113, loss: 2.8113, grad_norm: 1.5378 2020-07-18 17:42:28,427 - mmaction - INFO - Epoch [106][280/1253] lr: 1.918e-01, eta: 2 days, 15:23:21, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3773, top5_acc: 0.6307, loss_cls: 2.8120, loss: 2.8120, grad_norm: 1.5260 2020-07-18 17:42:50,521 - mmaction - INFO - Epoch [106][300/1253] lr: 1.918e-01, eta: 2 days, 15:22:50, time: 1.106, data_time: 0.003, memory: 9059, top1_acc: 0.3862, top5_acc: 0.6417, loss_cls: 2.7578, loss: 2.7578, grad_norm: 1.5271 2020-07-18 17:43:12,046 - mmaction - INFO - Epoch [106][320/1253] lr: 1.918e-01, eta: 2 days, 15:22:18, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.3708, top5_acc: 0.6174, loss_cls: 2.8311, loss: 2.8311, grad_norm: 1.5485 2020-07-18 17:43:33,492 - mmaction - INFO - Epoch [106][340/1253] lr: 1.918e-01, eta: 2 days, 15:21:46, time: 1.075, data_time: 0.005, memory: 9059, top1_acc: 0.3872, top5_acc: 0.6336, loss_cls: 2.7895, loss: 2.7895, grad_norm: 1.5410 2020-07-18 17:43:55,300 - mmaction - INFO - Epoch [106][360/1253] lr: 1.918e-01, eta: 2 days, 15:21:14, time: 1.089, data_time: 0.002, memory: 9059, top1_acc: 0.3625, top5_acc: 0.6201, loss_cls: 2.8664, loss: 2.8664, grad_norm: 1.5450 2020-07-18 17:44:16,711 - mmaction - INFO - Epoch [106][380/1253] lr: 1.918e-01, eta: 2 days, 15:20:42, time: 1.071, data_time: 0.004, memory: 9059, top1_acc: 0.3924, top5_acc: 0.6357, loss_cls: 2.7465, loss: 2.7465, grad_norm: 1.5224 2020-07-18 17:44:37,990 - mmaction - INFO - Epoch [106][400/1253] lr: 1.918e-01, eta: 2 days, 15:20:09, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.3807, top5_acc: 0.6326, loss_cls: 2.7898, loss: 2.7898, grad_norm: 1.5436 2020-07-18 17:44:59,609 - mmaction - INFO - Epoch [106][420/1253] lr: 1.918e-01, eta: 2 days, 15:19:37, time: 1.082, data_time: 0.010, memory: 9059, top1_acc: 0.3714, top5_acc: 0.6357, loss_cls: 2.8018, loss: 2.8018, grad_norm: 1.5492 2020-07-18 17:45:21,233 - mmaction - INFO - Epoch [106][440/1253] lr: 1.918e-01, eta: 2 days, 15:19:05, time: 1.080, data_time: 0.001, memory: 9059, top1_acc: 0.3794, top5_acc: 0.6289, loss_cls: 2.8396, loss: 2.8396, grad_norm: 1.5420 2020-07-18 17:45:42,606 - mmaction - INFO - Epoch [106][460/1253] lr: 1.918e-01, eta: 2 days, 15:18:32, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3690, top5_acc: 0.6219, loss_cls: 2.8569, loss: 2.8569, grad_norm: 1.5278 2020-07-18 17:46:03,970 - mmaction - INFO - Epoch [106][480/1253] lr: 1.918e-01, eta: 2 days, 15:18:00, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3763, top5_acc: 0.6326, loss_cls: 2.8034, loss: 2.8034, grad_norm: 1.4974 2020-07-18 17:46:25,299 - mmaction - INFO - Epoch [106][500/1253] lr: 1.918e-01, eta: 2 days, 15:17:27, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3492, top5_acc: 0.6068, loss_cls: 2.9558, loss: 2.9558, grad_norm: 1.5650 2020-07-18 17:46:47,384 - mmaction - INFO - Epoch [106][520/1253] lr: 1.918e-01, eta: 2 days, 15:16:57, time: 1.104, data_time: 0.002, memory: 9059, top1_acc: 0.3771, top5_acc: 0.6271, loss_cls: 2.8270, loss: 2.8270, grad_norm: 1.5237 2020-07-18 17:47:08,831 - mmaction - INFO - Epoch [106][540/1253] lr: 1.918e-01, eta: 2 days, 15:16:24, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3685, top5_acc: 0.6135, loss_cls: 2.8820, loss: 2.8820, grad_norm: 1.5561 2020-07-18 17:47:29,958 - mmaction - INFO - Epoch [106][560/1253] lr: 1.918e-01, eta: 2 days, 15:15:51, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.3872, top5_acc: 0.6320, loss_cls: 2.8039, loss: 2.8039, grad_norm: 1.5381 2020-07-18 17:47:51,308 - mmaction - INFO - Epoch [106][580/1253] lr: 1.918e-01, eta: 2 days, 15:15:18, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3698, top5_acc: 0.6224, loss_cls: 2.8151, loss: 2.8151, grad_norm: 1.5173 2020-07-18 17:48:12,650 - mmaction - INFO - Epoch [106][600/1253] lr: 1.918e-01, eta: 2 days, 15:14:46, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3771, top5_acc: 0.6372, loss_cls: 2.8033, loss: 2.8033, grad_norm: 1.5647 2020-07-18 17:48:33,911 - mmaction - INFO - Epoch [106][620/1253] lr: 1.918e-01, eta: 2 days, 15:14:13, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.3672, top5_acc: 0.6255, loss_cls: 2.8226, loss: 2.8226, grad_norm: 1.5640 2020-07-18 17:48:55,661 - mmaction - INFO - Epoch [106][640/1253] lr: 1.918e-01, eta: 2 days, 15:13:41, time: 1.087, data_time: 0.002, memory: 9059, top1_acc: 0.3677, top5_acc: 0.6266, loss_cls: 2.8661, loss: 2.8661, grad_norm: 1.5388 2020-07-18 17:49:16,835 - mmaction - INFO - Epoch [106][660/1253] lr: 1.918e-01, eta: 2 days, 15:13:08, time: 1.058, data_time: 0.001, memory: 9059, top1_acc: 0.3706, top5_acc: 0.6315, loss_cls: 2.8277, loss: 2.8277, grad_norm: 1.5254 2020-07-18 17:49:38,299 - mmaction - INFO - Epoch [106][680/1253] lr: 1.918e-01, eta: 2 days, 15:12:36, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.3766, top5_acc: 0.6310, loss_cls: 2.8386, loss: 2.8386, grad_norm: 1.5323 2020-07-18 17:50:00,059 - mmaction - INFO - Epoch [106][700/1253] lr: 1.918e-01, eta: 2 days, 15:12:04, time: 1.089, data_time: 0.002, memory: 9059, top1_acc: 0.3669, top5_acc: 0.6135, loss_cls: 2.8472, loss: 2.8472, grad_norm: 1.5373 2020-07-18 17:50:21,346 - mmaction - INFO - Epoch [106][720/1253] lr: 1.918e-01, eta: 2 days, 15:11:32, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.3719, top5_acc: 0.6227, loss_cls: 2.8401, loss: 2.8401, grad_norm: 1.5387 2020-07-18 17:50:42,916 - mmaction - INFO - Epoch [106][740/1253] lr: 1.918e-01, eta: 2 days, 15:11:00, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.3583, top5_acc: 0.6174, loss_cls: 2.8907, loss: 2.8907, grad_norm: 1.5451 2020-07-18 17:51:04,474 - mmaction - INFO - Epoch [106][760/1253] lr: 1.918e-01, eta: 2 days, 15:10:28, time: 1.077, data_time: 0.001, memory: 9059, top1_acc: 0.3708, top5_acc: 0.6268, loss_cls: 2.8657, loss: 2.8657, grad_norm: 1.5085 2020-07-18 17:51:25,697 - mmaction - INFO - Epoch [106][780/1253] lr: 1.918e-01, eta: 2 days, 15:09:55, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3732, top5_acc: 0.6227, loss_cls: 2.8453, loss: 2.8453, grad_norm: 1.5196 2020-07-18 17:51:47,053 - mmaction - INFO - Epoch [106][800/1253] lr: 1.918e-01, eta: 2 days, 15:09:22, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.3698, top5_acc: 0.6305, loss_cls: 2.8261, loss: 2.8261, grad_norm: 1.5333 2020-07-18 17:52:08,235 - mmaction - INFO - Epoch [106][820/1253] lr: 1.918e-01, eta: 2 days, 15:08:49, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3729, top5_acc: 0.6242, loss_cls: 2.8432, loss: 2.8432, grad_norm: 1.5466 2020-07-18 17:52:29,489 - mmaction - INFO - Epoch [106][840/1253] lr: 1.918e-01, eta: 2 days, 15:08:16, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.3669, top5_acc: 0.6216, loss_cls: 2.8316, loss: 2.8316, grad_norm: 1.5435 2020-07-18 17:52:50,781 - mmaction - INFO - Epoch [106][860/1253] lr: 1.918e-01, eta: 2 days, 15:07:43, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3708, top5_acc: 0.6286, loss_cls: 2.8283, loss: 2.8283, grad_norm: 1.5302 2020-07-18 17:53:12,039 - mmaction - INFO - Epoch [106][880/1253] lr: 1.918e-01, eta: 2 days, 15:07:11, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3776, top5_acc: 0.6211, loss_cls: 2.8505, loss: 2.8505, grad_norm: 1.5424 2020-07-18 17:53:33,480 - mmaction - INFO - Epoch [106][900/1253] lr: 1.918e-01, eta: 2 days, 15:06:38, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3747, top5_acc: 0.6188, loss_cls: 2.8451, loss: 2.8451, grad_norm: 1.5412 2020-07-18 17:53:54,628 - mmaction - INFO - Epoch [106][920/1253] lr: 1.918e-01, eta: 2 days, 15:06:05, time: 1.059, data_time: 0.003, memory: 9059, top1_acc: 0.3789, top5_acc: 0.6263, loss_cls: 2.8327, loss: 2.8327, grad_norm: 1.5388 2020-07-18 17:54:15,837 - mmaction - INFO - Epoch [106][940/1253] lr: 1.918e-01, eta: 2 days, 15:05:32, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3714, top5_acc: 0.6180, loss_cls: 2.8425, loss: 2.8425, grad_norm: 1.5172 2020-07-18 17:54:37,134 - mmaction - INFO - Epoch [106][960/1253] lr: 1.918e-01, eta: 2 days, 15:05:00, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3794, top5_acc: 0.6378, loss_cls: 2.7719, loss: 2.7719, grad_norm: 1.5139 2020-07-18 17:54:58,686 - mmaction - INFO - Epoch [106][980/1253] lr: 1.918e-01, eta: 2 days, 15:04:28, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.3799, top5_acc: 0.6232, loss_cls: 2.8435, loss: 2.8435, grad_norm: 1.5263 2020-07-18 17:55:20,159 - mmaction - INFO - Epoch [106][1000/1253] lr: 1.918e-01, eta: 2 days, 15:03:56, time: 1.073, data_time: 0.003, memory: 9059, top1_acc: 0.3693, top5_acc: 0.6263, loss_cls: 2.8283, loss: 2.8283, grad_norm: 1.5128 2020-07-18 17:55:41,416 - mmaction - INFO - Epoch [106][1020/1253] lr: 1.918e-01, eta: 2 days, 15:03:23, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.3813, top5_acc: 0.6229, loss_cls: 2.8262, loss: 2.8262, grad_norm: 1.5201 2020-07-18 17:56:02,739 - mmaction - INFO - Epoch [106][1040/1253] lr: 1.918e-01, eta: 2 days, 15:02:50, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.3664, top5_acc: 0.6151, loss_cls: 2.8881, loss: 2.8881, grad_norm: 1.5358 2020-07-18 17:56:24,075 - mmaction - INFO - Epoch [106][1060/1253] lr: 1.918e-01, eta: 2 days, 15:02:18, time: 1.066, data_time: 0.004, memory: 9059, top1_acc: 0.3815, top5_acc: 0.6393, loss_cls: 2.7846, loss: 2.7846, grad_norm: 1.5276 2020-07-18 17:56:45,453 - mmaction - INFO - Epoch [106][1080/1253] lr: 1.918e-01, eta: 2 days, 15:01:45, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.3602, top5_acc: 0.6138, loss_cls: 2.9100, loss: 2.9100, grad_norm: 1.5453 2020-07-18 17:57:07,210 - mmaction - INFO - Epoch [106][1100/1253] lr: 1.918e-01, eta: 2 days, 15:01:14, time: 1.089, data_time: 0.003, memory: 9059, top1_acc: 0.3701, top5_acc: 0.6417, loss_cls: 2.7856, loss: 2.7856, grad_norm: 1.5631 2020-07-18 17:57:28,504 - mmaction - INFO - Epoch [106][1120/1253] lr: 1.918e-01, eta: 2 days, 15:00:41, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3867, top5_acc: 0.6341, loss_cls: 2.7793, loss: 2.7793, grad_norm: 1.5674 2020-07-18 17:57:49,806 - mmaction - INFO - Epoch [106][1140/1253] lr: 1.918e-01, eta: 2 days, 15:00:09, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.3607, top5_acc: 0.6211, loss_cls: 2.8830, loss: 2.8830, grad_norm: 1.5358 2020-07-18 17:58:11,083 - mmaction - INFO - Epoch [106][1160/1253] lr: 1.918e-01, eta: 2 days, 14:59:36, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3708, top5_acc: 0.6211, loss_cls: 2.8580, loss: 2.8580, grad_norm: 1.5266 2020-07-18 17:58:32,427 - mmaction - INFO - Epoch [106][1180/1253] lr: 1.918e-01, eta: 2 days, 14:59:04, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3688, top5_acc: 0.6318, loss_cls: 2.8362, loss: 2.8362, grad_norm: 1.5454 2020-07-18 17:58:53,770 - mmaction - INFO - Epoch [106][1200/1253] lr: 1.918e-01, eta: 2 days, 14:58:31, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.3802, top5_acc: 0.6232, loss_cls: 2.8359, loss: 2.8359, grad_norm: 1.5200 2020-07-18 17:59:15,268 - mmaction - INFO - Epoch [106][1220/1253] lr: 1.918e-01, eta: 2 days, 14:57:59, time: 1.075, data_time: 0.003, memory: 9059, top1_acc: 0.3781, top5_acc: 0.6378, loss_cls: 2.7957, loss: 2.7957, grad_norm: 1.5248 2020-07-18 17:59:36,743 - mmaction - INFO - Epoch [106][1240/1253] lr: 1.918e-01, eta: 2 days, 14:57:27, time: 1.074, data_time: 0.003, memory: 9059, top1_acc: 0.3750, top5_acc: 0.6190, loss_cls: 2.8575, loss: 2.8575, grad_norm: 1.5356 2020-07-18 18:03:46,109 - mmaction - INFO - Epoch [107][20/1253] lr: 1.900e-01, eta: 2 days, 15:06:13, time: 11.414, data_time: 10.070, memory: 9059, top1_acc: 0.3891, top5_acc: 0.6341, loss_cls: 2.7822, loss: 2.7822, grad_norm: 1.5327 2020-07-18 18:04:07,549 - mmaction - INFO - Epoch [107][40/1253] lr: 1.900e-01, eta: 2 days, 15:05:40, time: 1.071, data_time: 0.003, memory: 9059, top1_acc: 0.3654, top5_acc: 0.6292, loss_cls: 2.8165, loss: 2.8165, grad_norm: 1.5281 2020-07-18 18:04:29,074 - mmaction - INFO - Epoch [107][60/1253] lr: 1.900e-01, eta: 2 days, 15:05:08, time: 1.077, data_time: 0.003, memory: 9059, top1_acc: 0.3794, top5_acc: 0.6333, loss_cls: 2.7878, loss: 2.7878, grad_norm: 1.5536 2020-07-18 18:04:50,310 - mmaction - INFO - Epoch [107][80/1253] lr: 1.900e-01, eta: 2 days, 15:04:35, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3693, top5_acc: 0.6299, loss_cls: 2.8274, loss: 2.8274, grad_norm: 1.5465 2020-07-18 18:05:11,848 - mmaction - INFO - Epoch [107][100/1253] lr: 1.900e-01, eta: 2 days, 15:04:03, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.3898, top5_acc: 0.6372, loss_cls: 2.7586, loss: 2.7586, grad_norm: 1.5283 2020-07-18 18:05:33,281 - mmaction - INFO - Epoch [107][120/1253] lr: 1.900e-01, eta: 2 days, 15:03:31, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3802, top5_acc: 0.6323, loss_cls: 2.7899, loss: 2.7899, grad_norm: 1.5703 2020-07-18 18:05:57,560 - mmaction - INFO - Epoch [107][140/1253] lr: 1.900e-01, eta: 2 days, 15:03:07, time: 1.212, data_time: 0.002, memory: 9059, top1_acc: 0.3729, top5_acc: 0.6341, loss_cls: 2.8110, loss: 2.8110, grad_norm: 1.5760 2020-07-18 18:06:18,911 - mmaction - INFO - Epoch [107][160/1253] lr: 1.900e-01, eta: 2 days, 15:02:34, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.3836, top5_acc: 0.6391, loss_cls: 2.7668, loss: 2.7668, grad_norm: 1.5329 2020-07-18 18:06:40,219 - mmaction - INFO - Epoch [107][180/1253] lr: 1.900e-01, eta: 2 days, 15:02:02, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3893, top5_acc: 0.6313, loss_cls: 2.7711, loss: 2.7711, grad_norm: 1.5469 2020-07-18 18:07:01,716 - mmaction - INFO - Epoch [107][200/1253] lr: 1.900e-01, eta: 2 days, 15:01:29, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.3872, top5_acc: 0.6284, loss_cls: 2.7993, loss: 2.7993, grad_norm: 1.5476 2020-07-18 18:07:22,936 - mmaction - INFO - Epoch [107][220/1253] lr: 1.900e-01, eta: 2 days, 15:00:56, time: 1.067, data_time: 0.007, memory: 9059, top1_acc: 0.3779, top5_acc: 0.6354, loss_cls: 2.7833, loss: 2.7833, grad_norm: 1.5462 2020-07-18 18:07:44,369 - mmaction - INFO - Epoch [107][240/1253] lr: 1.900e-01, eta: 2 days, 15:00:24, time: 1.070, data_time: 0.001, memory: 9059, top1_acc: 0.3727, top5_acc: 0.6245, loss_cls: 2.8166, loss: 2.8166, grad_norm: 1.5712 2020-07-18 18:08:05,873 - mmaction - INFO - Epoch [107][260/1253] lr: 1.900e-01, eta: 2 days, 14:59:52, time: 1.076, data_time: 0.003, memory: 9059, top1_acc: 0.3789, top5_acc: 0.6227, loss_cls: 2.8180, loss: 2.8180, grad_norm: 1.5297 2020-07-18 18:08:26,968 - mmaction - INFO - Epoch [107][280/1253] lr: 1.900e-01, eta: 2 days, 14:59:19, time: 1.055, data_time: 0.002, memory: 9059, top1_acc: 0.3667, top5_acc: 0.6214, loss_cls: 2.8400, loss: 2.8400, grad_norm: 1.5848 2020-07-18 18:08:48,970 - mmaction - INFO - Epoch [107][300/1253] lr: 1.900e-01, eta: 2 days, 14:58:48, time: 1.099, data_time: 0.002, memory: 9059, top1_acc: 0.3776, top5_acc: 0.6266, loss_cls: 2.8435, loss: 2.8435, grad_norm: 1.5467 2020-07-18 18:09:10,182 - mmaction - INFO - Epoch [107][320/1253] lr: 1.900e-01, eta: 2 days, 14:58:15, time: 1.061, data_time: 0.003, memory: 9059, top1_acc: 0.3805, top5_acc: 0.6279, loss_cls: 2.8061, loss: 2.8061, grad_norm: 1.5678 2020-07-18 18:09:31,878 - mmaction - INFO - Epoch [107][340/1253] lr: 1.900e-01, eta: 2 days, 14:57:44, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.3859, top5_acc: 0.6414, loss_cls: 2.7558, loss: 2.7558, grad_norm: 1.5520 2020-07-18 18:09:53,111 - mmaction - INFO - Epoch [107][360/1253] lr: 1.900e-01, eta: 2 days, 14:57:11, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3797, top5_acc: 0.6315, loss_cls: 2.8162, loss: 2.8162, grad_norm: 1.5335 2020-07-18 18:10:14,474 - mmaction - INFO - Epoch [107][380/1253] lr: 1.900e-01, eta: 2 days, 14:56:38, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3773, top5_acc: 0.6096, loss_cls: 2.8686, loss: 2.8686, grad_norm: 1.5512 2020-07-18 18:10:35,943 - mmaction - INFO - Epoch [107][400/1253] lr: 1.900e-01, eta: 2 days, 14:56:06, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.3836, top5_acc: 0.6521, loss_cls: 2.7301, loss: 2.7301, grad_norm: 1.5256 2020-07-18 18:10:57,322 - mmaction - INFO - Epoch [107][420/1253] lr: 1.900e-01, eta: 2 days, 14:55:34, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3807, top5_acc: 0.6289, loss_cls: 2.8096, loss: 2.8096, grad_norm: 1.5418 2020-07-18 18:11:18,915 - mmaction - INFO - Epoch [107][440/1253] lr: 1.900e-01, eta: 2 days, 14:55:02, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.3755, top5_acc: 0.6333, loss_cls: 2.8023, loss: 2.8023, grad_norm: 1.5779 2020-07-18 18:11:40,172 - mmaction - INFO - Epoch [107][460/1253] lr: 1.900e-01, eta: 2 days, 14:54:29, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3779, top5_acc: 0.6310, loss_cls: 2.7994, loss: 2.7994, grad_norm: 1.5737 2020-07-18 18:12:01,376 - mmaction - INFO - Epoch [107][480/1253] lr: 1.900e-01, eta: 2 days, 14:53:56, time: 1.062, data_time: 0.004, memory: 9059, top1_acc: 0.3846, top5_acc: 0.6331, loss_cls: 2.7949, loss: 2.7949, grad_norm: 1.5082 2020-07-18 18:12:22,680 - mmaction - INFO - Epoch [107][500/1253] lr: 1.900e-01, eta: 2 days, 14:53:23, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3750, top5_acc: 0.6286, loss_cls: 2.8090, loss: 2.8090, grad_norm: 1.5802 2020-07-18 18:12:44,103 - mmaction - INFO - Epoch [107][520/1253] lr: 1.900e-01, eta: 2 days, 14:52:51, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3846, top5_acc: 0.6393, loss_cls: 2.7716, loss: 2.7716, grad_norm: 1.5315 2020-07-18 18:13:05,364 - mmaction - INFO - Epoch [107][540/1253] lr: 1.900e-01, eta: 2 days, 14:52:18, time: 1.067, data_time: 0.006, memory: 9059, top1_acc: 0.3773, top5_acc: 0.6266, loss_cls: 2.8141, loss: 2.8141, grad_norm: 1.5699 2020-07-18 18:13:26,895 - mmaction - INFO - Epoch [107][560/1253] lr: 1.900e-01, eta: 2 days, 14:51:46, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.3685, top5_acc: 0.6333, loss_cls: 2.8006, loss: 2.8006, grad_norm: 1.5240 2020-07-18 18:13:48,347 - mmaction - INFO - Epoch [107][580/1253] lr: 1.900e-01, eta: 2 days, 14:51:14, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.3930, top5_acc: 0.6307, loss_cls: 2.7856, loss: 2.7856, grad_norm: 1.5578 2020-07-18 18:14:09,831 - mmaction - INFO - Epoch [107][600/1253] lr: 1.900e-01, eta: 2 days, 14:50:42, time: 1.073, data_time: 0.001, memory: 9059, top1_acc: 0.3745, top5_acc: 0.6289, loss_cls: 2.8238, loss: 2.8238, grad_norm: 1.5667 2020-07-18 18:14:31,099 - mmaction - INFO - Epoch [107][620/1253] lr: 1.900e-01, eta: 2 days, 14:50:10, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3839, top5_acc: 0.6336, loss_cls: 2.7902, loss: 2.7902, grad_norm: 1.5351 2020-07-18 18:14:52,483 - mmaction - INFO - Epoch [107][640/1253] lr: 1.900e-01, eta: 2 days, 14:49:37, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3690, top5_acc: 0.6198, loss_cls: 2.8319, loss: 2.8319, grad_norm: 1.5892 2020-07-18 18:15:13,882 - mmaction - INFO - Epoch [107][660/1253] lr: 1.900e-01, eta: 2 days, 14:49:05, time: 1.071, data_time: 0.003, memory: 9059, top1_acc: 0.3781, top5_acc: 0.6172, loss_cls: 2.8508, loss: 2.8508, grad_norm: 1.5342 2020-07-18 18:15:36,431 - mmaction - INFO - Epoch [107][680/1253] lr: 1.900e-01, eta: 2 days, 14:48:36, time: 1.126, data_time: 0.004, memory: 9059, top1_acc: 0.3799, top5_acc: 0.6276, loss_cls: 2.8407, loss: 2.8407, grad_norm: 1.5336 2020-07-18 18:16:01,622 - mmaction - INFO - Epoch [107][700/1253] lr: 1.900e-01, eta: 2 days, 14:48:14, time: 1.245, data_time: 0.016, memory: 9059, top1_acc: 0.3706, top5_acc: 0.6284, loss_cls: 2.8440, loss: 2.8440, grad_norm: 1.5385 2020-07-18 18:16:26,528 - mmaction - INFO - Epoch [107][720/1253] lr: 1.900e-01, eta: 2 days, 14:47:53, time: 1.261, data_time: 0.045, memory: 9059, top1_acc: 0.3688, top5_acc: 0.6188, loss_cls: 2.8721, loss: 2.8721, grad_norm: 1.5234 2020-07-18 18:16:47,759 - mmaction - INFO - Epoch [107][740/1253] lr: 1.900e-01, eta: 2 days, 14:47:20, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3563, top5_acc: 0.6138, loss_cls: 2.8836, loss: 2.8836, grad_norm: 1.5331 2020-07-18 18:17:09,030 - mmaction - INFO - Epoch [107][760/1253] lr: 1.900e-01, eta: 2 days, 14:46:48, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.3747, top5_acc: 0.6245, loss_cls: 2.8489, loss: 2.8489, grad_norm: 1.5256 2020-07-18 18:17:30,242 - mmaction - INFO - Epoch [107][780/1253] lr: 1.900e-01, eta: 2 days, 14:46:15, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3747, top5_acc: 0.6268, loss_cls: 2.8182, loss: 2.8182, grad_norm: 1.5076 2020-07-18 18:17:51,586 - mmaction - INFO - Epoch [107][800/1253] lr: 1.900e-01, eta: 2 days, 14:45:42, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3846, top5_acc: 0.6354, loss_cls: 2.7687, loss: 2.7687, grad_norm: 1.5359 2020-07-18 18:18:12,780 - mmaction - INFO - Epoch [107][820/1253] lr: 1.900e-01, eta: 2 days, 14:45:10, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3888, top5_acc: 0.6344, loss_cls: 2.7903, loss: 2.7903, grad_norm: 1.5302 2020-07-18 18:18:34,207 - mmaction - INFO - Epoch [107][840/1253] lr: 1.900e-01, eta: 2 days, 14:44:37, time: 1.070, data_time: 0.001, memory: 9059, top1_acc: 0.3818, top5_acc: 0.6214, loss_cls: 2.8087, loss: 2.8087, grad_norm: 1.5649 2020-07-18 18:18:55,652 - mmaction - INFO - Epoch [107][860/1253] lr: 1.900e-01, eta: 2 days, 14:44:05, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3826, top5_acc: 0.6255, loss_cls: 2.7747, loss: 2.7747, grad_norm: 1.5509 2020-07-18 18:19:17,203 - mmaction - INFO - Epoch [107][880/1253] lr: 1.900e-01, eta: 2 days, 14:43:34, time: 1.076, data_time: 0.001, memory: 9059, top1_acc: 0.3729, top5_acc: 0.6333, loss_cls: 2.8195, loss: 2.8195, grad_norm: 1.5476 2020-07-18 18:19:38,478 - mmaction - INFO - Epoch [107][900/1253] lr: 1.900e-01, eta: 2 days, 14:43:01, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.3807, top5_acc: 0.6328, loss_cls: 2.8070, loss: 2.8070, grad_norm: 1.5684 2020-07-18 18:19:59,730 - mmaction - INFO - Epoch [107][920/1253] lr: 1.900e-01, eta: 2 days, 14:42:28, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3773, top5_acc: 0.6268, loss_cls: 2.8449, loss: 2.8449, grad_norm: 1.5537 2020-07-18 18:20:21,410 - mmaction - INFO - Epoch [107][940/1253] lr: 1.900e-01, eta: 2 days, 14:41:57, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.3708, top5_acc: 0.6391, loss_cls: 2.8087, loss: 2.8087, grad_norm: 1.5421 2020-07-18 18:20:42,737 - mmaction - INFO - Epoch [107][960/1253] lr: 1.900e-01, eta: 2 days, 14:41:25, time: 1.070, data_time: 0.006, memory: 9059, top1_acc: 0.3844, top5_acc: 0.6375, loss_cls: 2.7901, loss: 2.7901, grad_norm: 1.5512 2020-07-18 18:21:04,221 - mmaction - INFO - Epoch [107][980/1253] lr: 1.900e-01, eta: 2 days, 14:40:53, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.3786, top5_acc: 0.6247, loss_cls: 2.8197, loss: 2.8197, grad_norm: 1.5478 2020-07-18 18:21:25,645 - mmaction - INFO - Epoch [107][1000/1253] lr: 1.900e-01, eta: 2 days, 14:40:20, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.3727, top5_acc: 0.6297, loss_cls: 2.8115, loss: 2.8115, grad_norm: 1.5359 2020-07-18 18:21:47,169 - mmaction - INFO - Epoch [107][1020/1253] lr: 1.900e-01, eta: 2 days, 14:39:49, time: 1.078, data_time: 0.003, memory: 9059, top1_acc: 0.3818, top5_acc: 0.6370, loss_cls: 2.7936, loss: 2.7936, grad_norm: 1.5735 2020-07-18 18:22:08,559 - mmaction - INFO - Epoch [107][1040/1253] lr: 1.900e-01, eta: 2 days, 14:39:17, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3784, top5_acc: 0.6297, loss_cls: 2.8040, loss: 2.8040, grad_norm: 1.5582 2020-07-18 18:22:29,747 - mmaction - INFO - Epoch [107][1060/1253] lr: 1.900e-01, eta: 2 days, 14:38:44, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3729, top5_acc: 0.6258, loss_cls: 2.8421, loss: 2.8421, grad_norm: 1.5646 2020-07-18 18:22:50,965 - mmaction - INFO - Epoch [107][1080/1253] lr: 1.900e-01, eta: 2 days, 14:38:11, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3695, top5_acc: 0.6180, loss_cls: 2.8708, loss: 2.8708, grad_norm: 1.5424 2020-07-18 18:23:12,272 - mmaction - INFO - Epoch [107][1100/1253] lr: 1.900e-01, eta: 2 days, 14:37:39, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3719, top5_acc: 0.6292, loss_cls: 2.8047, loss: 2.8047, grad_norm: 1.5604 2020-07-18 18:23:33,546 - mmaction - INFO - Epoch [107][1120/1253] lr: 1.900e-01, eta: 2 days, 14:37:06, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3742, top5_acc: 0.6255, loss_cls: 2.8395, loss: 2.8395, grad_norm: 1.5379 2020-07-18 18:23:56,800 - mmaction - INFO - Epoch [107][1140/1253] lr: 1.900e-01, eta: 2 days, 14:36:39, time: 1.164, data_time: 0.003, memory: 9059, top1_acc: 0.3711, top5_acc: 0.6326, loss_cls: 2.8033, loss: 2.8033, grad_norm: 1.5238 2020-07-18 18:24:18,225 - mmaction - INFO - Epoch [107][1160/1253] lr: 1.900e-01, eta: 2 days, 14:36:07, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3750, top5_acc: 0.6289, loss_cls: 2.8258, loss: 2.8258, grad_norm: 1.5493 2020-07-18 18:24:39,484 - mmaction - INFO - Epoch [107][1180/1253] lr: 1.900e-01, eta: 2 days, 14:35:35, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3664, top5_acc: 0.6260, loss_cls: 2.8278, loss: 2.8278, grad_norm: 1.5572 2020-07-18 18:25:00,724 - mmaction - INFO - Epoch [107][1200/1253] lr: 1.900e-01, eta: 2 days, 14:35:02, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3716, top5_acc: 0.6214, loss_cls: 2.8425, loss: 2.8425, grad_norm: 1.5655 2020-07-18 18:25:22,165 - mmaction - INFO - Epoch [107][1220/1253] lr: 1.900e-01, eta: 2 days, 14:34:30, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3797, top5_acc: 0.6315, loss_cls: 2.8477, loss: 2.8477, grad_norm: 1.5357 2020-07-18 18:25:43,394 - mmaction - INFO - Epoch [107][1240/1253] lr: 1.900e-01, eta: 2 days, 14:33:58, time: 1.062, data_time: 0.004, memory: 9059, top1_acc: 0.3831, top5_acc: 0.6385, loss_cls: 2.8034, loss: 2.8034, grad_norm: 1.5169 2020-07-18 18:30:48,674 - mmaction - INFO - Epoch [108][20/1253] lr: 1.882e-01, eta: 2 days, 14:45:10, time: 14.183, data_time: 13.025, memory: 9059, top1_acc: 0.3841, top5_acc: 0.6391, loss_cls: 2.7599, loss: 2.7599, grad_norm: 1.5410 2020-07-18 18:31:10,166 - mmaction - INFO - Epoch [108][40/1253] lr: 1.882e-01, eta: 2 days, 14:44:38, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.3844, top5_acc: 0.6276, loss_cls: 2.7865, loss: 2.7865, grad_norm: 1.5674 2020-07-18 18:31:31,882 - mmaction - INFO - Epoch [108][60/1253] lr: 1.882e-01, eta: 2 days, 14:44:06, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.3852, top5_acc: 0.6372, loss_cls: 2.7987, loss: 2.7987, grad_norm: 1.5380 2020-07-18 18:31:54,601 - mmaction - INFO - Epoch [108][80/1253] lr: 1.882e-01, eta: 2 days, 14:43:38, time: 1.144, data_time: 0.033, memory: 9059, top1_acc: 0.3706, top5_acc: 0.6328, loss_cls: 2.8191, loss: 2.8191, grad_norm: 1.5137 2020-07-18 18:32:17,069 - mmaction - INFO - Epoch [108][100/1253] lr: 1.882e-01, eta: 2 days, 14:43:09, time: 1.123, data_time: 0.020, memory: 9059, top1_acc: 0.3779, top5_acc: 0.6297, loss_cls: 2.8124, loss: 2.8124, grad_norm: 1.5606 2020-07-18 18:32:39,063 - mmaction - INFO - Epoch [108][120/1253] lr: 1.882e-01, eta: 2 days, 14:42:38, time: 1.099, data_time: 0.015, memory: 9059, top1_acc: 0.3760, top5_acc: 0.6276, loss_cls: 2.8470, loss: 2.8470, grad_norm: 1.5081 2020-07-18 18:33:00,346 - mmaction - INFO - Epoch [108][140/1253] lr: 1.882e-01, eta: 2 days, 14:42:05, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3927, top5_acc: 0.6266, loss_cls: 2.7689, loss: 2.7689, grad_norm: 1.5790 2020-07-18 18:33:21,830 - mmaction - INFO - Epoch [108][160/1253] lr: 1.882e-01, eta: 2 days, 14:41:33, time: 1.073, data_time: 0.001, memory: 9059, top1_acc: 0.3805, top5_acc: 0.6281, loss_cls: 2.7984, loss: 2.7984, grad_norm: 1.5749 2020-07-18 18:33:43,501 - mmaction - INFO - Epoch [108][180/1253] lr: 1.882e-01, eta: 2 days, 14:41:02, time: 1.084, data_time: 0.002, memory: 9059, top1_acc: 0.3909, top5_acc: 0.6427, loss_cls: 2.7343, loss: 2.7343, grad_norm: 1.5534 2020-07-18 18:34:04,910 - mmaction - INFO - Epoch [108][200/1253] lr: 1.882e-01, eta: 2 days, 14:40:29, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3872, top5_acc: 0.6263, loss_cls: 2.8067, loss: 2.8067, grad_norm: 1.5817 2020-07-18 18:34:26,373 - mmaction - INFO - Epoch [108][220/1253] lr: 1.882e-01, eta: 2 days, 14:39:57, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.3799, top5_acc: 0.6253, loss_cls: 2.8155, loss: 2.8155, grad_norm: 1.5400 2020-07-18 18:34:47,626 - mmaction - INFO - Epoch [108][240/1253] lr: 1.882e-01, eta: 2 days, 14:39:24, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3852, top5_acc: 0.6266, loss_cls: 2.7748, loss: 2.7748, grad_norm: 1.4827 2020-07-18 18:35:08,982 - mmaction - INFO - Epoch [108][260/1253] lr: 1.882e-01, eta: 2 days, 14:38:52, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3901, top5_acc: 0.6344, loss_cls: 2.7692, loss: 2.7692, grad_norm: 1.5735 2020-07-18 18:35:30,441 - mmaction - INFO - Epoch [108][280/1253] lr: 1.882e-01, eta: 2 days, 14:38:20, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3755, top5_acc: 0.6305, loss_cls: 2.7898, loss: 2.7898, grad_norm: 1.5436 2020-07-18 18:35:52,256 - mmaction - INFO - Epoch [108][300/1253] lr: 1.882e-01, eta: 2 days, 14:37:49, time: 1.090, data_time: 0.002, memory: 9059, top1_acc: 0.3901, top5_acc: 0.6289, loss_cls: 2.7544, loss: 2.7544, grad_norm: 1.5535 2020-07-18 18:36:13,535 - mmaction - INFO - Epoch [108][320/1253] lr: 1.882e-01, eta: 2 days, 14:37:16, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3826, top5_acc: 0.6292, loss_cls: 2.8085, loss: 2.8085, grad_norm: 1.5306 2020-07-18 18:36:34,754 - mmaction - INFO - Epoch [108][340/1253] lr: 1.882e-01, eta: 2 days, 14:36:43, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3781, top5_acc: 0.6331, loss_cls: 2.8074, loss: 2.8074, grad_norm: 1.5599 2020-07-18 18:36:56,052 - mmaction - INFO - Epoch [108][360/1253] lr: 1.882e-01, eta: 2 days, 14:36:11, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3737, top5_acc: 0.6229, loss_cls: 2.8523, loss: 2.8523, grad_norm: 1.5382 2020-07-18 18:37:17,393 - mmaction - INFO - Epoch [108][380/1253] lr: 1.882e-01, eta: 2 days, 14:35:38, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.3794, top5_acc: 0.6398, loss_cls: 2.7869, loss: 2.7869, grad_norm: 1.5907 2020-07-18 18:37:38,620 - mmaction - INFO - Epoch [108][400/1253] lr: 1.882e-01, eta: 2 days, 14:35:05, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3745, top5_acc: 0.6372, loss_cls: 2.7982, loss: 2.7982, grad_norm: 1.5320 2020-07-18 18:37:59,777 - mmaction - INFO - Epoch [108][420/1253] lr: 1.882e-01, eta: 2 days, 14:34:32, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.3781, top5_acc: 0.6313, loss_cls: 2.8110, loss: 2.8110, grad_norm: 1.5561 2020-07-18 18:38:21,137 - mmaction - INFO - Epoch [108][440/1253] lr: 1.882e-01, eta: 2 days, 14:34:00, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3758, top5_acc: 0.6279, loss_cls: 2.7966, loss: 2.7966, grad_norm: 1.5357 2020-07-18 18:38:42,446 - mmaction - INFO - Epoch [108][460/1253] lr: 1.882e-01, eta: 2 days, 14:33:28, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3784, top5_acc: 0.6336, loss_cls: 2.7973, loss: 2.7973, grad_norm: 1.5586 2020-07-18 18:39:03,774 - mmaction - INFO - Epoch [108][480/1253] lr: 1.882e-01, eta: 2 days, 14:32:55, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3779, top5_acc: 0.6206, loss_cls: 2.8428, loss: 2.8428, grad_norm: 1.5788 2020-07-18 18:39:25,109 - mmaction - INFO - Epoch [108][500/1253] lr: 1.882e-01, eta: 2 days, 14:32:23, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3755, top5_acc: 0.6271, loss_cls: 2.8307, loss: 2.8307, grad_norm: 1.5512 2020-07-18 18:39:46,337 - mmaction - INFO - Epoch [108][520/1253] lr: 1.882e-01, eta: 2 days, 14:31:50, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3815, top5_acc: 0.6341, loss_cls: 2.7946, loss: 2.7946, grad_norm: 1.5370 2020-07-18 18:40:07,760 - mmaction - INFO - Epoch [108][540/1253] lr: 1.882e-01, eta: 2 days, 14:31:18, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3667, top5_acc: 0.6208, loss_cls: 2.8389, loss: 2.8389, grad_norm: 1.6051 2020-07-18 18:40:29,066 - mmaction - INFO - Epoch [108][560/1253] lr: 1.882e-01, eta: 2 days, 14:30:45, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3964, top5_acc: 0.6411, loss_cls: 2.7646, loss: 2.7646, grad_norm: 1.5306 2020-07-18 18:40:50,330 - mmaction - INFO - Epoch [108][580/1253] lr: 1.882e-01, eta: 2 days, 14:30:13, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.3823, top5_acc: 0.6357, loss_cls: 2.8051, loss: 2.8051, grad_norm: 1.5334 2020-07-18 18:41:11,538 - mmaction - INFO - Epoch [108][600/1253] lr: 1.882e-01, eta: 2 days, 14:29:40, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3779, top5_acc: 0.6294, loss_cls: 2.8230, loss: 2.8230, grad_norm: 1.5403 2020-07-18 18:41:32,941 - mmaction - INFO - Epoch [108][620/1253] lr: 1.882e-01, eta: 2 days, 14:29:08, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3758, top5_acc: 0.6352, loss_cls: 2.8165, loss: 2.8165, grad_norm: 1.5555 2020-07-18 18:41:54,262 - mmaction - INFO - Epoch [108][640/1253] lr: 1.882e-01, eta: 2 days, 14:28:35, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3747, top5_acc: 0.6354, loss_cls: 2.8073, loss: 2.8073, grad_norm: 1.5367 2020-07-18 18:42:15,642 - mmaction - INFO - Epoch [108][660/1253] lr: 1.882e-01, eta: 2 days, 14:28:03, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3773, top5_acc: 0.6185, loss_cls: 2.8212, loss: 2.8212, grad_norm: 1.5550 2020-07-18 18:42:36,888 - mmaction - INFO - Epoch [108][680/1253] lr: 1.882e-01, eta: 2 days, 14:27:31, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3740, top5_acc: 0.6214, loss_cls: 2.8561, loss: 2.8561, grad_norm: 1.5617 2020-07-18 18:42:58,081 - mmaction - INFO - Epoch [108][700/1253] lr: 1.882e-01, eta: 2 days, 14:26:58, time: 1.059, data_time: 0.001, memory: 9059, top1_acc: 0.3622, top5_acc: 0.6323, loss_cls: 2.8233, loss: 2.8233, grad_norm: 1.5711 2020-07-18 18:43:19,454 - mmaction - INFO - Epoch [108][720/1253] lr: 1.882e-01, eta: 2 days, 14:26:26, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3917, top5_acc: 0.6414, loss_cls: 2.7701, loss: 2.7701, grad_norm: 1.5134 2020-07-18 18:43:40,794 - mmaction - INFO - Epoch [108][740/1253] lr: 1.882e-01, eta: 2 days, 14:25:53, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3870, top5_acc: 0.6388, loss_cls: 2.7736, loss: 2.7736, grad_norm: 1.5292 2020-07-18 18:44:02,065 - mmaction - INFO - Epoch [108][760/1253] lr: 1.882e-01, eta: 2 days, 14:25:21, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3836, top5_acc: 0.6372, loss_cls: 2.7775, loss: 2.7775, grad_norm: 1.5786 2020-07-18 18:44:23,568 - mmaction - INFO - Epoch [108][780/1253] lr: 1.882e-01, eta: 2 days, 14:24:49, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.3807, top5_acc: 0.6143, loss_cls: 2.8451, loss: 2.8451, grad_norm: 1.5053 2020-07-18 18:44:45,001 - mmaction - INFO - Epoch [108][800/1253] lr: 1.882e-01, eta: 2 days, 14:24:17, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3578, top5_acc: 0.6112, loss_cls: 2.8702, loss: 2.8702, grad_norm: 1.5464 2020-07-18 18:45:06,347 - mmaction - INFO - Epoch [108][820/1253] lr: 1.882e-01, eta: 2 days, 14:23:45, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3911, top5_acc: 0.6411, loss_cls: 2.7962, loss: 2.7962, grad_norm: 1.5350 2020-07-18 18:45:27,772 - mmaction - INFO - Epoch [108][840/1253] lr: 1.882e-01, eta: 2 days, 14:23:12, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3839, top5_acc: 0.6378, loss_cls: 2.7738, loss: 2.7738, grad_norm: 1.5480 2020-07-18 18:45:49,022 - mmaction - INFO - Epoch [108][860/1253] lr: 1.882e-01, eta: 2 days, 14:22:40, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.3815, top5_acc: 0.6313, loss_cls: 2.7825, loss: 2.7825, grad_norm: 1.5400 2020-07-18 18:46:10,179 - mmaction - INFO - Epoch [108][880/1253] lr: 1.882e-01, eta: 2 days, 14:22:07, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.3786, top5_acc: 0.6430, loss_cls: 2.7864, loss: 2.7864, grad_norm: 1.5642 2020-07-18 18:46:31,374 - mmaction - INFO - Epoch [108][900/1253] lr: 1.882e-01, eta: 2 days, 14:21:34, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3867, top5_acc: 0.6349, loss_cls: 2.8022, loss: 2.8022, grad_norm: 1.5511 2020-07-18 18:46:52,775 - mmaction - INFO - Epoch [108][920/1253] lr: 1.882e-01, eta: 2 days, 14:21:02, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3844, top5_acc: 0.6320, loss_cls: 2.7956, loss: 2.7956, grad_norm: 1.5728 2020-07-18 18:47:14,002 - mmaction - INFO - Epoch [108][940/1253] lr: 1.882e-01, eta: 2 days, 14:20:30, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3688, top5_acc: 0.6263, loss_cls: 2.8576, loss: 2.8576, grad_norm: 1.5567 2020-07-18 18:47:35,238 - mmaction - INFO - Epoch [108][960/1253] lr: 1.882e-01, eta: 2 days, 14:19:57, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3711, top5_acc: 0.6326, loss_cls: 2.8527, loss: 2.8527, grad_norm: 1.5377 2020-07-18 18:47:56,438 - mmaction - INFO - Epoch [108][980/1253] lr: 1.882e-01, eta: 2 days, 14:19:25, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3755, top5_acc: 0.6313, loss_cls: 2.8054, loss: 2.8054, grad_norm: 1.5260 2020-07-18 18:48:17,845 - mmaction - INFO - Epoch [108][1000/1253] lr: 1.882e-01, eta: 2 days, 14:18:53, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3753, top5_acc: 0.6313, loss_cls: 2.7853, loss: 2.7853, grad_norm: 1.5505 2020-07-18 18:48:40,097 - mmaction - INFO - Epoch [108][1020/1253] lr: 1.882e-01, eta: 2 days, 14:18:23, time: 1.112, data_time: 0.014, memory: 9059, top1_acc: 0.3805, top5_acc: 0.6258, loss_cls: 2.8377, loss: 2.8377, grad_norm: 1.6059 2020-07-18 18:49:02,611 - mmaction - INFO - Epoch [108][1040/1253] lr: 1.882e-01, eta: 2 days, 14:17:54, time: 1.127, data_time: 0.020, memory: 9059, top1_acc: 0.3854, top5_acc: 0.6276, loss_cls: 2.7923, loss: 2.7923, grad_norm: 1.4960 2020-07-18 18:49:25,177 - mmaction - INFO - Epoch [108][1060/1253] lr: 1.882e-01, eta: 2 days, 14:17:25, time: 1.126, data_time: 0.017, memory: 9059, top1_acc: 0.3734, top5_acc: 0.6138, loss_cls: 2.8862, loss: 2.8862, grad_norm: 1.5539 2020-07-18 18:49:46,619 - mmaction - INFO - Epoch [108][1080/1253] lr: 1.882e-01, eta: 2 days, 14:16:53, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.3813, top5_acc: 0.6375, loss_cls: 2.7936, loss: 2.7936, grad_norm: 1.5136 2020-07-18 18:50:07,941 - mmaction - INFO - Epoch [108][1100/1253] lr: 1.882e-01, eta: 2 days, 14:16:21, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3773, top5_acc: 0.6268, loss_cls: 2.8559, loss: 2.8559, grad_norm: 1.5531 2020-07-18 18:50:29,303 - mmaction - INFO - Epoch [108][1120/1253] lr: 1.882e-01, eta: 2 days, 14:15:49, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.3737, top5_acc: 0.6313, loss_cls: 2.8392, loss: 2.8392, grad_norm: 1.5256 2020-07-18 18:50:50,682 - mmaction - INFO - Epoch [108][1140/1253] lr: 1.882e-01, eta: 2 days, 14:15:17, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.3857, top5_acc: 0.6401, loss_cls: 2.7728, loss: 2.7728, grad_norm: 1.5517 2020-07-18 18:51:11,751 - mmaction - INFO - Epoch [108][1160/1253] lr: 1.882e-01, eta: 2 days, 14:14:44, time: 1.054, data_time: 0.002, memory: 9059, top1_acc: 0.3943, top5_acc: 0.6419, loss_cls: 2.7660, loss: 2.7660, grad_norm: 1.5627 2020-07-18 18:51:33,070 - mmaction - INFO - Epoch [108][1180/1253] lr: 1.882e-01, eta: 2 days, 14:14:12, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3667, top5_acc: 0.6242, loss_cls: 2.8699, loss: 2.8699, grad_norm: 1.5663 2020-07-18 18:51:54,219 - mmaction - INFO - Epoch [108][1200/1253] lr: 1.882e-01, eta: 2 days, 14:13:39, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.3628, top5_acc: 0.6234, loss_cls: 2.8170, loss: 2.8170, grad_norm: 1.5440 2020-07-18 18:52:15,406 - mmaction - INFO - Epoch [108][1220/1253] lr: 1.882e-01, eta: 2 days, 14:13:06, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3688, top5_acc: 0.6214, loss_cls: 2.8436, loss: 2.8436, grad_norm: 1.5096 2020-07-18 18:52:36,595 - mmaction - INFO - Epoch [108][1240/1253] lr: 1.882e-01, eta: 2 days, 14:12:34, time: 1.060, data_time: 0.003, memory: 9059, top1_acc: 0.3677, top5_acc: 0.6281, loss_cls: 2.8381, loss: 2.8381, grad_norm: 1.5323 2020-07-18 18:52:56,841 - mmaction - INFO - Saving checkpoint at 108 epochs 2020-07-18 18:56:01,751 - mmaction - INFO - Epoch [109][20/1253] lr: 1.864e-01, eta: 2 days, 14:18:40, time: 9.120, data_time: 7.796, memory: 9059, top1_acc: 0.3872, top5_acc: 0.6352, loss_cls: 2.7905, loss: 2.7905, grad_norm: 1.5558 2020-07-18 18:56:22,907 - mmaction - INFO - Epoch [109][40/1253] lr: 1.864e-01, eta: 2 days, 14:18:07, time: 1.058, data_time: 0.001, memory: 9059, top1_acc: 0.3893, top5_acc: 0.6411, loss_cls: 2.7706, loss: 2.7706, grad_norm: 1.5430 2020-07-18 18:56:44,312 - mmaction - INFO - Epoch [109][60/1253] lr: 1.864e-01, eta: 2 days, 14:17:34, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3865, top5_acc: 0.6354, loss_cls: 2.7777, loss: 2.7777, grad_norm: 1.5554 2020-07-18 18:57:05,570 - mmaction - INFO - Epoch [109][80/1253] lr: 1.864e-01, eta: 2 days, 14:17:02, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.3831, top5_acc: 0.6411, loss_cls: 2.7944, loss: 2.7944, grad_norm: 1.5608 2020-07-18 18:57:27,502 - mmaction - INFO - Epoch [109][100/1253] lr: 1.864e-01, eta: 2 days, 14:16:31, time: 1.096, data_time: 0.002, memory: 9059, top1_acc: 0.3828, top5_acc: 0.6344, loss_cls: 2.8020, loss: 2.8020, grad_norm: 1.5508 2020-07-18 18:57:49,828 - mmaction - INFO - Epoch [109][120/1253] lr: 1.864e-01, eta: 2 days, 14:16:02, time: 1.117, data_time: 0.023, memory: 9059, top1_acc: 0.3872, top5_acc: 0.6339, loss_cls: 2.7936, loss: 2.7936, grad_norm: 1.5648 2020-07-18 18:58:12,135 - mmaction - INFO - Epoch [109][140/1253] lr: 1.864e-01, eta: 2 days, 14:15:32, time: 1.115, data_time: 0.021, memory: 9059, top1_acc: 0.3753, top5_acc: 0.6362, loss_cls: 2.7864, loss: 2.7864, grad_norm: 1.5880 2020-07-18 18:58:33,854 - mmaction - INFO - Epoch [109][160/1253] lr: 1.864e-01, eta: 2 days, 14:15:01, time: 1.088, data_time: 0.020, memory: 9059, top1_acc: 0.3820, top5_acc: 0.6344, loss_cls: 2.7858, loss: 2.7858, grad_norm: 1.5827 2020-07-18 18:58:55,142 - mmaction - INFO - Epoch [109][180/1253] lr: 1.864e-01, eta: 2 days, 14:14:29, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.3766, top5_acc: 0.6383, loss_cls: 2.7869, loss: 2.7869, grad_norm: 1.5901 2020-07-18 18:59:16,390 - mmaction - INFO - Epoch [109][200/1253] lr: 1.864e-01, eta: 2 days, 14:13:56, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3784, top5_acc: 0.6289, loss_cls: 2.7927, loss: 2.7927, grad_norm: 1.5435 2020-07-18 18:59:38,053 - mmaction - INFO - Epoch [109][220/1253] lr: 1.864e-01, eta: 2 days, 14:13:25, time: 1.083, data_time: 0.002, memory: 9059, top1_acc: 0.3721, top5_acc: 0.6169, loss_cls: 2.8729, loss: 2.8729, grad_norm: 1.5383 2020-07-18 18:59:59,416 - mmaction - INFO - Epoch [109][240/1253] lr: 1.864e-01, eta: 2 days, 14:12:53, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3682, top5_acc: 0.6411, loss_cls: 2.7847, loss: 2.7847, grad_norm: 1.5326 2020-07-18 19:00:29,423 - mmaction - INFO - Epoch [109][260/1253] lr: 1.864e-01, eta: 2 days, 14:12:44, time: 1.487, data_time: 0.002, memory: 9059, top1_acc: 0.3914, top5_acc: 0.6372, loss_cls: 2.7819, loss: 2.7819, grad_norm: 1.5694 2020-07-18 19:00:51,103 - mmaction - INFO - Epoch [109][280/1253] lr: 1.864e-01, eta: 2 days, 14:12:14, time: 1.097, data_time: 0.024, memory: 9059, top1_acc: 0.3737, top5_acc: 0.6195, loss_cls: 2.8308, loss: 2.8308, grad_norm: 1.5522 2020-07-18 19:01:12,430 - mmaction - INFO - Epoch [109][300/1253] lr: 1.864e-01, eta: 2 days, 14:11:41, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4044, top5_acc: 0.6448, loss_cls: 2.7484, loss: 2.7484, grad_norm: 1.5160 2020-07-18 19:01:33,601 - mmaction - INFO - Epoch [109][320/1253] lr: 1.864e-01, eta: 2 days, 14:11:09, time: 1.059, data_time: 0.003, memory: 9059, top1_acc: 0.3938, top5_acc: 0.6419, loss_cls: 2.7422, loss: 2.7422, grad_norm: 1.5387 2020-07-18 19:01:54,984 - mmaction - INFO - Epoch [109][340/1253] lr: 1.864e-01, eta: 2 days, 14:10:37, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3786, top5_acc: 0.6354, loss_cls: 2.7801, loss: 2.7801, grad_norm: 1.5453 2020-07-18 19:02:16,154 - mmaction - INFO - Epoch [109][360/1253] lr: 1.864e-01, eta: 2 days, 14:10:04, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3849, top5_acc: 0.6359, loss_cls: 2.7999, loss: 2.7999, grad_norm: 1.5672 2020-07-18 19:02:37,499 - mmaction - INFO - Epoch [109][380/1253] lr: 1.864e-01, eta: 2 days, 14:09:32, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.3734, top5_acc: 0.6219, loss_cls: 2.8646, loss: 2.8646, grad_norm: 1.5701 2020-07-18 19:02:58,849 - mmaction - INFO - Epoch [109][400/1253] lr: 1.864e-01, eta: 2 days, 14:09:00, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3820, top5_acc: 0.6289, loss_cls: 2.8143, loss: 2.8143, grad_norm: 1.5440 2020-07-18 19:03:20,456 - mmaction - INFO - Epoch [109][420/1253] lr: 1.864e-01, eta: 2 days, 14:08:28, time: 1.079, data_time: 0.001, memory: 9059, top1_acc: 0.3766, top5_acc: 0.6260, loss_cls: 2.7977, loss: 2.7977, grad_norm: 1.5451 2020-07-18 19:03:41,762 - mmaction - INFO - Epoch [109][440/1253] lr: 1.864e-01, eta: 2 days, 14:07:56, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.3846, top5_acc: 0.6404, loss_cls: 2.7896, loss: 2.7896, grad_norm: 1.5541 2020-07-18 19:04:03,532 - mmaction - INFO - Epoch [109][460/1253] lr: 1.864e-01, eta: 2 days, 14:07:25, time: 1.089, data_time: 0.002, memory: 9059, top1_acc: 0.3680, top5_acc: 0.6174, loss_cls: 2.8943, loss: 2.8943, grad_norm: 1.5968 2020-07-18 19:04:24,881 - mmaction - INFO - Epoch [109][480/1253] lr: 1.864e-01, eta: 2 days, 14:06:53, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.3922, top5_acc: 0.6438, loss_cls: 2.7315, loss: 2.7315, grad_norm: 1.5419 2020-07-18 19:04:46,191 - mmaction - INFO - Epoch [109][500/1253] lr: 1.864e-01, eta: 2 days, 14:06:20, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3750, top5_acc: 0.6286, loss_cls: 2.8087, loss: 2.8087, grad_norm: 1.5570 2020-07-18 19:05:07,655 - mmaction - INFO - Epoch [109][520/1253] lr: 1.864e-01, eta: 2 days, 14:05:49, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3721, top5_acc: 0.6294, loss_cls: 2.8282, loss: 2.8282, grad_norm: 1.5514 2020-07-18 19:05:28,916 - mmaction - INFO - Epoch [109][540/1253] lr: 1.864e-01, eta: 2 days, 14:05:16, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3771, top5_acc: 0.6292, loss_cls: 2.8241, loss: 2.8241, grad_norm: 1.5478 2020-07-18 19:05:56,579 - mmaction - INFO - Epoch [109][560/1253] lr: 1.864e-01, eta: 2 days, 14:05:02, time: 1.384, data_time: 0.011, memory: 9059, top1_acc: 0.3773, top5_acc: 0.6279, loss_cls: 2.8075, loss: 2.8075, grad_norm: 1.5447 2020-07-18 19:06:17,786 - mmaction - INFO - Epoch [109][580/1253] lr: 1.864e-01, eta: 2 days, 14:04:29, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3745, top5_acc: 0.6250, loss_cls: 2.8286, loss: 2.8286, grad_norm: 1.5521 2020-07-18 19:06:39,185 - mmaction - INFO - Epoch [109][600/1253] lr: 1.864e-01, eta: 2 days, 14:03:57, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3750, top5_acc: 0.6250, loss_cls: 2.8005, loss: 2.8005, grad_norm: 1.5609 2020-07-18 19:07:00,455 - mmaction - INFO - Epoch [109][620/1253] lr: 1.864e-01, eta: 2 days, 14:03:25, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3865, top5_acc: 0.6276, loss_cls: 2.8006, loss: 2.8006, grad_norm: 1.5415 2020-07-18 19:07:22,440 - mmaction - INFO - Epoch [109][640/1253] lr: 1.864e-01, eta: 2 days, 14:02:55, time: 1.099, data_time: 0.014, memory: 9059, top1_acc: 0.3760, top5_acc: 0.6164, loss_cls: 2.8400, loss: 2.8400, grad_norm: 1.5801 2020-07-18 19:07:43,584 - mmaction - INFO - Epoch [109][660/1253] lr: 1.864e-01, eta: 2 days, 14:02:22, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.3826, top5_acc: 0.6307, loss_cls: 2.8251, loss: 2.8251, grad_norm: 1.5612 2020-07-18 19:08:05,066 - mmaction - INFO - Epoch [109][680/1253] lr: 1.864e-01, eta: 2 days, 14:01:50, time: 1.075, data_time: 0.003, memory: 9059, top1_acc: 0.3742, top5_acc: 0.6253, loss_cls: 2.8139, loss: 2.8139, grad_norm: 1.5697 2020-07-18 19:08:26,477 - mmaction - INFO - Epoch [109][700/1253] lr: 1.864e-01, eta: 2 days, 14:01:18, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3810, top5_acc: 0.6310, loss_cls: 2.8169, loss: 2.8169, grad_norm: 1.5798 2020-07-18 19:08:47,989 - mmaction - INFO - Epoch [109][720/1253] lr: 1.864e-01, eta: 2 days, 14:00:47, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.3711, top5_acc: 0.6281, loss_cls: 2.7974, loss: 2.7974, grad_norm: 1.5410 2020-07-18 19:09:09,315 - mmaction - INFO - Epoch [109][740/1253] lr: 1.864e-01, eta: 2 days, 14:00:14, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.3646, top5_acc: 0.6284, loss_cls: 2.8222, loss: 2.8222, grad_norm: 1.5894 2020-07-18 19:09:30,618 - mmaction - INFO - Epoch [109][760/1253] lr: 1.864e-01, eta: 2 days, 13:59:42, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3677, top5_acc: 0.6078, loss_cls: 2.8844, loss: 2.8844, grad_norm: 1.5614 2020-07-18 19:09:52,024 - mmaction - INFO - Epoch [109][780/1253] lr: 1.864e-01, eta: 2 days, 13:59:10, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4049, top5_acc: 0.6385, loss_cls: 2.7466, loss: 2.7466, grad_norm: 1.5463 2020-07-18 19:10:13,290 - mmaction - INFO - Epoch [109][800/1253] lr: 1.864e-01, eta: 2 days, 13:58:38, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.3836, top5_acc: 0.6432, loss_cls: 2.7820, loss: 2.7820, grad_norm: 1.5654 2020-07-18 19:10:34,706 - mmaction - INFO - Epoch [109][820/1253] lr: 1.864e-01, eta: 2 days, 13:58:06, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3721, top5_acc: 0.6370, loss_cls: 2.7922, loss: 2.7922, grad_norm: 1.5288 2020-07-18 19:10:55,964 - mmaction - INFO - Epoch [109][840/1253] lr: 1.864e-01, eta: 2 days, 13:57:34, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3719, top5_acc: 0.6341, loss_cls: 2.8621, loss: 2.8621, grad_norm: 1.5705 2020-07-18 19:11:17,867 - mmaction - INFO - Epoch [109][860/1253] lr: 1.864e-01, eta: 2 days, 13:57:03, time: 1.094, data_time: 0.002, memory: 9059, top1_acc: 0.3802, top5_acc: 0.6271, loss_cls: 2.8301, loss: 2.8301, grad_norm: 1.5123 2020-07-18 19:11:40,477 - mmaction - INFO - Epoch [109][880/1253] lr: 1.864e-01, eta: 2 days, 13:56:35, time: 1.131, data_time: 0.017, memory: 9059, top1_acc: 0.3956, top5_acc: 0.6359, loss_cls: 2.7504, loss: 2.7504, grad_norm: 1.5172 2020-07-18 19:12:02,641 - mmaction - INFO - Epoch [109][900/1253] lr: 1.864e-01, eta: 2 days, 13:56:05, time: 1.108, data_time: 0.014, memory: 9059, top1_acc: 0.3740, top5_acc: 0.6253, loss_cls: 2.8470, loss: 2.8470, grad_norm: 1.5599 2020-07-18 19:12:24,077 - mmaction - INFO - Epoch [109][920/1253] lr: 1.864e-01, eta: 2 days, 13:55:33, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3755, top5_acc: 0.6154, loss_cls: 2.8540, loss: 2.8540, grad_norm: 1.5402 2020-07-18 19:12:45,666 - mmaction - INFO - Epoch [109][940/1253] lr: 1.864e-01, eta: 2 days, 13:55:02, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.3784, top5_acc: 0.6307, loss_cls: 2.8434, loss: 2.8434, grad_norm: 1.5353 2020-07-18 19:13:06,888 - mmaction - INFO - Epoch [109][960/1253] lr: 1.864e-01, eta: 2 days, 13:54:30, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3841, top5_acc: 0.6370, loss_cls: 2.7775, loss: 2.7775, grad_norm: 1.5563 2020-07-18 19:13:28,097 - mmaction - INFO - Epoch [109][980/1253] lr: 1.864e-01, eta: 2 days, 13:53:57, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3896, top5_acc: 0.6362, loss_cls: 2.8070, loss: 2.8070, grad_norm: 1.5180 2020-07-18 19:13:49,355 - mmaction - INFO - Epoch [109][1000/1253] lr: 1.864e-01, eta: 2 days, 13:53:25, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3753, top5_acc: 0.6307, loss_cls: 2.8442, loss: 2.8442, grad_norm: 1.5519 2020-07-18 19:14:10,856 - mmaction - INFO - Epoch [109][1020/1253] lr: 1.864e-01, eta: 2 days, 13:52:53, time: 1.075, data_time: 0.003, memory: 9059, top1_acc: 0.3745, top5_acc: 0.6250, loss_cls: 2.7824, loss: 2.7824, grad_norm: 1.5483 2020-07-18 19:14:32,034 - mmaction - INFO - Epoch [109][1040/1253] lr: 1.864e-01, eta: 2 days, 13:52:21, time: 1.060, data_time: 0.003, memory: 9059, top1_acc: 0.3719, top5_acc: 0.6250, loss_cls: 2.8445, loss: 2.8445, grad_norm: 1.5648 2020-07-18 19:14:53,515 - mmaction - INFO - Epoch [109][1060/1253] lr: 1.864e-01, eta: 2 days, 13:51:49, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.3664, top5_acc: 0.6299, loss_cls: 2.8433, loss: 2.8433, grad_norm: 1.5518 2020-07-18 19:15:14,801 - mmaction - INFO - Epoch [109][1080/1253] lr: 1.864e-01, eta: 2 days, 13:51:17, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.3797, top5_acc: 0.6318, loss_cls: 2.7810, loss: 2.7810, grad_norm: 1.5198 2020-07-18 19:15:37,230 - mmaction - INFO - Epoch [109][1100/1253] lr: 1.864e-01, eta: 2 days, 13:50:48, time: 1.121, data_time: 0.002, memory: 9059, top1_acc: 0.3930, top5_acc: 0.6401, loss_cls: 2.7388, loss: 2.7388, grad_norm: 1.5546 2020-07-18 19:15:59,639 - mmaction - INFO - Epoch [109][1120/1253] lr: 1.864e-01, eta: 2 days, 13:50:19, time: 1.119, data_time: 0.011, memory: 9059, top1_acc: 0.3935, top5_acc: 0.6477, loss_cls: 2.7398, loss: 2.7398, grad_norm: 1.5296 2020-07-18 19:16:21,752 - mmaction - INFO - Epoch [109][1140/1253] lr: 1.864e-01, eta: 2 days, 13:49:49, time: 1.108, data_time: 0.022, memory: 9059, top1_acc: 0.3826, top5_acc: 0.6362, loss_cls: 2.7763, loss: 2.7763, grad_norm: 1.5625 2020-07-18 19:16:43,288 - mmaction - INFO - Epoch [109][1160/1253] lr: 1.864e-01, eta: 2 days, 13:49:18, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3956, top5_acc: 0.6398, loss_cls: 2.7209, loss: 2.7209, grad_norm: 1.5490 2020-07-18 19:17:04,621 - mmaction - INFO - Epoch [109][1180/1253] lr: 1.864e-01, eta: 2 days, 13:48:46, time: 1.070, data_time: 0.006, memory: 9059, top1_acc: 0.3732, top5_acc: 0.6258, loss_cls: 2.8535, loss: 2.8535, grad_norm: 1.5945 2020-07-18 19:17:27,051 - mmaction - INFO - Epoch [109][1200/1253] lr: 1.864e-01, eta: 2 days, 13:48:17, time: 1.115, data_time: 0.009, memory: 9059, top1_acc: 0.3906, top5_acc: 0.6378, loss_cls: 2.7565, loss: 2.7565, grad_norm: 1.5533 2020-07-18 19:17:49,578 - mmaction - INFO - Epoch [109][1220/1253] lr: 1.864e-01, eta: 2 days, 13:47:48, time: 1.132, data_time: 0.031, memory: 9059, top1_acc: 0.3779, top5_acc: 0.6286, loss_cls: 2.7883, loss: 2.7883, grad_norm: 1.5661 2020-07-18 19:18:11,751 - mmaction - INFO - Epoch [109][1240/1253] lr: 1.864e-01, eta: 2 days, 13:47:19, time: 1.110, data_time: 0.022, memory: 9059, top1_acc: 0.3766, top5_acc: 0.6188, loss_cls: 2.8525, loss: 2.8525, grad_norm: 1.5138 2020-07-18 19:22:01,911 - mmaction - INFO - Epoch [110][20/1253] lr: 1.847e-01, eta: 2 days, 13:54:15, time: 10.225, data_time: 9.048, memory: 9059, top1_acc: 0.3732, top5_acc: 0.6219, loss_cls: 2.8368, loss: 2.8368, grad_norm: 1.5661 2020-07-18 19:22:24,075 - mmaction - INFO - Epoch [110][40/1253] lr: 1.847e-01, eta: 2 days, 13:53:43, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3846, top5_acc: 0.6458, loss_cls: 2.7068, loss: 2.7068, grad_norm: 1.5785 2020-07-18 19:22:53,218 - mmaction - INFO - Epoch [110][60/1253] lr: 1.847e-01, eta: 2 days, 13:53:35, time: 1.495, data_time: 0.367, memory: 9059, top1_acc: 0.3758, top5_acc: 0.6331, loss_cls: 2.8227, loss: 2.8227, grad_norm: 1.5709 2020-07-18 19:23:14,652 - mmaction - INFO - Epoch [110][80/1253] lr: 1.847e-01, eta: 2 days, 13:53:03, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3893, top5_acc: 0.6331, loss_cls: 2.7882, loss: 2.7882, grad_norm: 1.5512 2020-07-18 19:23:35,714 - mmaction - INFO - Epoch [110][100/1253] lr: 1.847e-01, eta: 2 days, 13:52:30, time: 1.053, data_time: 0.003, memory: 9059, top1_acc: 0.3802, top5_acc: 0.6401, loss_cls: 2.7771, loss: 2.7771, grad_norm: 1.5863 2020-07-18 19:23:57,406 - mmaction - INFO - Epoch [110][120/1253] lr: 1.847e-01, eta: 2 days, 13:51:59, time: 1.085, data_time: 0.002, memory: 9059, top1_acc: 0.3745, top5_acc: 0.6391, loss_cls: 2.8093, loss: 2.8093, grad_norm: 1.5491 2020-07-18 19:24:18,697 - mmaction - INFO - Epoch [110][140/1253] lr: 1.847e-01, eta: 2 days, 13:51:27, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3792, top5_acc: 0.6365, loss_cls: 2.7735, loss: 2.7735, grad_norm: 1.5722 2020-07-18 19:24:39,864 - mmaction - INFO - Epoch [110][160/1253] lr: 1.847e-01, eta: 2 days, 13:50:54, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.3865, top5_acc: 0.6513, loss_cls: 2.7095, loss: 2.7095, grad_norm: 1.5558 2020-07-18 19:25:01,156 - mmaction - INFO - Epoch [110][180/1253] lr: 1.847e-01, eta: 2 days, 13:50:22, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3716, top5_acc: 0.6198, loss_cls: 2.8678, loss: 2.8678, grad_norm: 1.5757 2020-07-18 19:25:22,487 - mmaction - INFO - Epoch [110][200/1253] lr: 1.847e-01, eta: 2 days, 13:49:50, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3716, top5_acc: 0.6328, loss_cls: 2.8200, loss: 2.8200, grad_norm: 1.5473 2020-07-18 19:25:43,825 - mmaction - INFO - Epoch [110][220/1253] lr: 1.847e-01, eta: 2 days, 13:49:18, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3711, top5_acc: 0.6211, loss_cls: 2.8298, loss: 2.8298, grad_norm: 1.5439 2020-07-18 19:26:05,353 - mmaction - INFO - Epoch [110][240/1253] lr: 1.847e-01, eta: 2 days, 13:48:46, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.3721, top5_acc: 0.6299, loss_cls: 2.8110, loss: 2.8110, grad_norm: 1.5776 2020-07-18 19:26:27,365 - mmaction - INFO - Epoch [110][260/1253] lr: 1.847e-01, eta: 2 days, 13:48:16, time: 1.101, data_time: 0.011, memory: 9059, top1_acc: 0.3750, top5_acc: 0.6250, loss_cls: 2.8244, loss: 2.8244, grad_norm: 1.5747 2020-07-18 19:26:49,802 - mmaction - INFO - Epoch [110][280/1253] lr: 1.847e-01, eta: 2 days, 13:47:47, time: 1.122, data_time: 0.017, memory: 9059, top1_acc: 0.3831, top5_acc: 0.6456, loss_cls: 2.7863, loss: 2.7863, grad_norm: 1.5698 2020-07-18 19:27:11,664 - mmaction - INFO - Epoch [110][300/1253] lr: 1.847e-01, eta: 2 days, 13:47:16, time: 1.093, data_time: 0.008, memory: 9059, top1_acc: 0.3727, top5_acc: 0.6206, loss_cls: 2.8236, loss: 2.8236, grad_norm: 1.6059 2020-07-18 19:27:32,975 - mmaction - INFO - Epoch [110][320/1253] lr: 1.847e-01, eta: 2 days, 13:46:44, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.3865, top5_acc: 0.6336, loss_cls: 2.7791, loss: 2.7791, grad_norm: 1.5312 2020-07-18 19:27:54,406 - mmaction - INFO - Epoch [110][340/1253] lr: 1.847e-01, eta: 2 days, 13:46:12, time: 1.073, data_time: 0.004, memory: 9059, top1_acc: 0.4049, top5_acc: 0.6536, loss_cls: 2.6732, loss: 2.6732, grad_norm: 1.5852 2020-07-18 19:28:15,726 - mmaction - INFO - Epoch [110][360/1253] lr: 1.847e-01, eta: 2 days, 13:45:40, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3682, top5_acc: 0.6372, loss_cls: 2.8103, loss: 2.8103, grad_norm: 1.5634 2020-07-18 19:28:37,004 - mmaction - INFO - Epoch [110][380/1253] lr: 1.847e-01, eta: 2 days, 13:45:08, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3703, top5_acc: 0.6281, loss_cls: 2.8331, loss: 2.8331, grad_norm: 1.5572 2020-07-18 19:28:58,252 - mmaction - INFO - Epoch [110][400/1253] lr: 1.847e-01, eta: 2 days, 13:44:36, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.3734, top5_acc: 0.6367, loss_cls: 2.8258, loss: 2.8258, grad_norm: 1.5433 2020-07-18 19:29:19,975 - mmaction - INFO - Epoch [110][420/1253] lr: 1.847e-01, eta: 2 days, 13:44:05, time: 1.085, data_time: 0.002, memory: 9059, top1_acc: 0.3753, top5_acc: 0.6435, loss_cls: 2.7690, loss: 2.7690, grad_norm: 1.5816 2020-07-18 19:29:41,220 - mmaction - INFO - Epoch [110][440/1253] lr: 1.847e-01, eta: 2 days, 13:43:33, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.3919, top5_acc: 0.6362, loss_cls: 2.7529, loss: 2.7529, grad_norm: 1.5435 2020-07-18 19:30:02,606 - mmaction - INFO - Epoch [110][460/1253] lr: 1.847e-01, eta: 2 days, 13:43:01, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3771, top5_acc: 0.6326, loss_cls: 2.8048, loss: 2.8048, grad_norm: 1.5861 2020-07-18 19:30:24,707 - mmaction - INFO - Epoch [110][480/1253] lr: 1.847e-01, eta: 2 days, 13:42:31, time: 1.106, data_time: 0.002, memory: 9059, top1_acc: 0.3815, top5_acc: 0.6344, loss_cls: 2.7989, loss: 2.7989, grad_norm: 1.5661 2020-07-18 19:30:46,121 - mmaction - INFO - Epoch [110][500/1253] lr: 1.847e-01, eta: 2 days, 13:41:59, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3891, top5_acc: 0.6391, loss_cls: 2.7777, loss: 2.7777, grad_norm: 1.5664 2020-07-18 19:31:07,578 - mmaction - INFO - Epoch [110][520/1253] lr: 1.847e-01, eta: 2 days, 13:41:27, time: 1.075, data_time: 0.003, memory: 9059, top1_acc: 0.3906, top5_acc: 0.6367, loss_cls: 2.7619, loss: 2.7619, grad_norm: 1.5661 2020-07-18 19:31:28,783 - mmaction - INFO - Epoch [110][540/1253] lr: 1.847e-01, eta: 2 days, 13:40:55, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3815, top5_acc: 0.6385, loss_cls: 2.7924, loss: 2.7924, grad_norm: 1.5791 2020-07-18 19:31:50,522 - mmaction - INFO - Epoch [110][560/1253] lr: 1.847e-01, eta: 2 days, 13:40:24, time: 1.087, data_time: 0.002, memory: 9059, top1_acc: 0.3794, top5_acc: 0.6388, loss_cls: 2.7882, loss: 2.7882, grad_norm: 1.5607 2020-07-18 19:32:11,681 - mmaction - INFO - Epoch [110][580/1253] lr: 1.847e-01, eta: 2 days, 13:39:52, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.3760, top5_acc: 0.6193, loss_cls: 2.8443, loss: 2.8443, grad_norm: 1.6004 2020-07-18 19:32:32,851 - mmaction - INFO - Epoch [110][600/1253] lr: 1.847e-01, eta: 2 days, 13:39:19, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.3753, top5_acc: 0.6247, loss_cls: 2.8461, loss: 2.8461, grad_norm: 1.5475 2020-07-18 19:32:54,384 - mmaction - INFO - Epoch [110][620/1253] lr: 1.847e-01, eta: 2 days, 13:38:48, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.3930, top5_acc: 0.6414, loss_cls: 2.7765, loss: 2.7765, grad_norm: 1.5110 2020-07-18 19:33:15,589 - mmaction - INFO - Epoch [110][640/1253] lr: 1.847e-01, eta: 2 days, 13:38:16, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3823, top5_acc: 0.6362, loss_cls: 2.7969, loss: 2.7969, grad_norm: 1.5789 2020-07-18 19:33:36,858 - mmaction - INFO - Epoch [110][660/1253] lr: 1.847e-01, eta: 2 days, 13:37:43, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.3789, top5_acc: 0.6365, loss_cls: 2.7732, loss: 2.7732, grad_norm: 1.5665 2020-07-18 19:33:58,178 - mmaction - INFO - Epoch [110][680/1253] lr: 1.847e-01, eta: 2 days, 13:37:11, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3747, top5_acc: 0.6219, loss_cls: 2.8382, loss: 2.8382, grad_norm: 1.6080 2020-07-18 19:34:19,717 - mmaction - INFO - Epoch [110][700/1253] lr: 1.847e-01, eta: 2 days, 13:36:40, time: 1.078, data_time: 0.003, memory: 9059, top1_acc: 0.3823, top5_acc: 0.6294, loss_cls: 2.7883, loss: 2.7883, grad_norm: 1.5163 2020-07-18 19:34:40,917 - mmaction - INFO - Epoch [110][720/1253] lr: 1.847e-01, eta: 2 days, 13:36:08, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3862, top5_acc: 0.6292, loss_cls: 2.7946, loss: 2.7946, grad_norm: 1.5564 2020-07-18 19:35:02,131 - mmaction - INFO - Epoch [110][740/1253] lr: 1.847e-01, eta: 2 days, 13:35:35, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3719, top5_acc: 0.6172, loss_cls: 2.8613, loss: 2.8613, grad_norm: 1.5342 2020-07-18 19:35:23,465 - mmaction - INFO - Epoch [110][760/1253] lr: 1.847e-01, eta: 2 days, 13:35:04, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3823, top5_acc: 0.6372, loss_cls: 2.8162, loss: 2.8162, grad_norm: 1.5270 2020-07-18 19:35:44,795 - mmaction - INFO - Epoch [110][780/1253] lr: 1.847e-01, eta: 2 days, 13:34:32, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.3781, top5_acc: 0.6219, loss_cls: 2.8303, loss: 2.8303, grad_norm: 1.5589 2020-07-18 19:36:06,451 - mmaction - INFO - Epoch [110][800/1253] lr: 1.847e-01, eta: 2 days, 13:34:01, time: 1.082, data_time: 0.002, memory: 9059, top1_acc: 0.3740, top5_acc: 0.6349, loss_cls: 2.8241, loss: 2.8241, grad_norm: 1.5734 2020-07-18 19:36:27,768 - mmaction - INFO - Epoch [110][820/1253] lr: 1.847e-01, eta: 2 days, 13:33:29, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3716, top5_acc: 0.6318, loss_cls: 2.8147, loss: 2.8147, grad_norm: 1.5444 2020-07-18 19:36:49,142 - mmaction - INFO - Epoch [110][840/1253] lr: 1.847e-01, eta: 2 days, 13:32:57, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3911, top5_acc: 0.6451, loss_cls: 2.7484, loss: 2.7484, grad_norm: 1.5500 2020-07-18 19:37:10,686 - mmaction - INFO - Epoch [110][860/1253] lr: 1.847e-01, eta: 2 days, 13:32:25, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.3828, top5_acc: 0.6216, loss_cls: 2.8294, loss: 2.8294, grad_norm: 1.5702 2020-07-18 19:37:32,070 - mmaction - INFO - Epoch [110][880/1253] lr: 1.847e-01, eta: 2 days, 13:31:54, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.3714, top5_acc: 0.6299, loss_cls: 2.8239, loss: 2.8239, grad_norm: 1.5499 2020-07-18 19:37:53,413 - mmaction - INFO - Epoch [110][900/1253] lr: 1.847e-01, eta: 2 days, 13:31:22, time: 1.069, data_time: 0.004, memory: 9059, top1_acc: 0.3711, top5_acc: 0.6289, loss_cls: 2.8694, loss: 2.8694, grad_norm: 1.5770 2020-07-18 19:38:14,628 - mmaction - INFO - Epoch [110][920/1253] lr: 1.847e-01, eta: 2 days, 13:30:50, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3883, top5_acc: 0.6354, loss_cls: 2.7656, loss: 2.7656, grad_norm: 1.5598 2020-07-18 19:38:35,837 - mmaction - INFO - Epoch [110][940/1253] lr: 1.847e-01, eta: 2 days, 13:30:17, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3854, top5_acc: 0.6286, loss_cls: 2.8147, loss: 2.8147, grad_norm: 1.5661 2020-07-18 19:38:57,265 - mmaction - INFO - Epoch [110][960/1253] lr: 1.847e-01, eta: 2 days, 13:29:46, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3664, top5_acc: 0.6326, loss_cls: 2.8131, loss: 2.8131, grad_norm: 1.5636 2020-07-18 19:39:18,581 - mmaction - INFO - Epoch [110][980/1253] lr: 1.847e-01, eta: 2 days, 13:29:14, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3831, top5_acc: 0.6313, loss_cls: 2.7875, loss: 2.7875, grad_norm: 1.5451 2020-07-18 19:39:39,871 - mmaction - INFO - Epoch [110][1000/1253] lr: 1.847e-01, eta: 2 days, 13:28:42, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3628, top5_acc: 0.6297, loss_cls: 2.8247, loss: 2.8247, grad_norm: 1.5900 2020-07-18 19:40:01,626 - mmaction - INFO - Epoch [110][1020/1253] lr: 1.847e-01, eta: 2 days, 13:28:11, time: 1.087, data_time: 0.001, memory: 9059, top1_acc: 0.3833, top5_acc: 0.6326, loss_cls: 2.7803, loss: 2.7803, grad_norm: 1.5731 2020-07-18 19:40:22,950 - mmaction - INFO - Epoch [110][1040/1253] lr: 1.847e-01, eta: 2 days, 13:27:39, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3667, top5_acc: 0.6315, loss_cls: 2.8173, loss: 2.8173, grad_norm: 1.6122 2020-07-18 19:40:44,276 - mmaction - INFO - Epoch [110][1060/1253] lr: 1.847e-01, eta: 2 days, 13:27:07, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3878, top5_acc: 0.6297, loss_cls: 2.7825, loss: 2.7825, grad_norm: 1.5672 2020-07-18 19:41:05,740 - mmaction - INFO - Epoch [110][1080/1253] lr: 1.847e-01, eta: 2 days, 13:26:36, time: 1.074, data_time: 0.003, memory: 9059, top1_acc: 0.3690, top5_acc: 0.6276, loss_cls: 2.8610, loss: 2.8610, grad_norm: 1.5580 2020-07-18 19:41:27,056 - mmaction - INFO - Epoch [110][1100/1253] lr: 1.847e-01, eta: 2 days, 13:26:04, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3682, top5_acc: 0.6245, loss_cls: 2.8671, loss: 2.8671, grad_norm: 1.5580 2020-07-18 19:41:48,588 - mmaction - INFO - Epoch [110][1120/1253] lr: 1.847e-01, eta: 2 days, 13:25:33, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.3893, top5_acc: 0.6341, loss_cls: 2.7868, loss: 2.7868, grad_norm: 1.5243 2020-07-18 19:42:09,918 - mmaction - INFO - Epoch [110][1140/1253] lr: 1.847e-01, eta: 2 days, 13:25:01, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3867, top5_acc: 0.6453, loss_cls: 2.7282, loss: 2.7282, grad_norm: 1.5395 2020-07-18 19:42:31,200 - mmaction - INFO - Epoch [110][1160/1253] lr: 1.847e-01, eta: 2 days, 13:24:29, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3875, top5_acc: 0.6365, loss_cls: 2.7736, loss: 2.7736, grad_norm: 1.5847 2020-07-18 19:42:52,439 - mmaction - INFO - Epoch [110][1180/1253] lr: 1.847e-01, eta: 2 days, 13:23:57, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3758, top5_acc: 0.6286, loss_cls: 2.8007, loss: 2.8007, grad_norm: 1.5938 2020-07-18 19:43:13,755 - mmaction - INFO - Epoch [110][1200/1253] lr: 1.847e-01, eta: 2 days, 13:23:25, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3810, top5_acc: 0.6411, loss_cls: 2.7782, loss: 2.7782, grad_norm: 1.5495 2020-07-18 19:43:35,087 - mmaction - INFO - Epoch [110][1220/1253] lr: 1.847e-01, eta: 2 days, 13:22:53, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.3841, top5_acc: 0.6318, loss_cls: 2.7886, loss: 2.7886, grad_norm: 1.5816 2020-07-18 19:43:56,354 - mmaction - INFO - Epoch [110][1240/1253] lr: 1.847e-01, eta: 2 days, 13:22:21, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.3883, top5_acc: 0.6372, loss_cls: 2.7990, loss: 2.7990, grad_norm: 1.5420 2020-07-18 19:47:41,236 - mmaction - INFO - Epoch [111][20/1253] lr: 1.829e-01, eta: 2 days, 13:29:01, time: 10.125, data_time: 8.955, memory: 9059, top1_acc: 0.3768, top5_acc: 0.6302, loss_cls: 2.7892, loss: 2.7892, grad_norm: 1.5952 2020-07-18 19:48:02,504 - mmaction - INFO - Epoch [111][40/1253] lr: 1.829e-01, eta: 2 days, 13:28:29, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3839, top5_acc: 0.6461, loss_cls: 2.7700, loss: 2.7700, grad_norm: 1.5772 2020-07-18 19:48:23,784 - mmaction - INFO - Epoch [111][60/1253] lr: 1.829e-01, eta: 2 days, 13:27:57, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3906, top5_acc: 0.6380, loss_cls: 2.7728, loss: 2.7728, grad_norm: 1.5561 2020-07-18 19:48:45,177 - mmaction - INFO - Epoch [111][80/1253] lr: 1.829e-01, eta: 2 days, 13:27:25, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3802, top5_acc: 0.6328, loss_cls: 2.8061, loss: 2.8061, grad_norm: 1.5719 2020-07-18 19:49:07,009 - mmaction - INFO - Epoch [111][100/1253] lr: 1.829e-01, eta: 2 days, 13:26:54, time: 1.090, data_time: 0.003, memory: 9059, top1_acc: 0.3875, top5_acc: 0.6273, loss_cls: 2.7895, loss: 2.7895, grad_norm: 1.5410 2020-07-18 19:49:28,280 - mmaction - INFO - Epoch [111][120/1253] lr: 1.829e-01, eta: 2 days, 13:26:22, time: 1.065, data_time: 0.005, memory: 9059, top1_acc: 0.3755, top5_acc: 0.6279, loss_cls: 2.8392, loss: 2.8392, grad_norm: 1.5972 2020-07-18 19:49:49,614 - mmaction - INFO - Epoch [111][140/1253] lr: 1.829e-01, eta: 2 days, 13:25:51, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.3813, top5_acc: 0.6367, loss_cls: 2.7734, loss: 2.7734, grad_norm: 1.5717 2020-07-18 19:50:10,864 - mmaction - INFO - Epoch [111][160/1253] lr: 1.829e-01, eta: 2 days, 13:25:18, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3698, top5_acc: 0.6271, loss_cls: 2.8359, loss: 2.8359, grad_norm: 1.5963 2020-07-18 19:50:32,303 - mmaction - INFO - Epoch [111][180/1253] lr: 1.829e-01, eta: 2 days, 13:24:47, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3792, top5_acc: 0.6302, loss_cls: 2.7909, loss: 2.7909, grad_norm: 1.5518 2020-07-18 19:50:53,506 - mmaction - INFO - Epoch [111][200/1253] lr: 1.829e-01, eta: 2 days, 13:24:15, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3844, top5_acc: 0.6419, loss_cls: 2.7538, loss: 2.7538, grad_norm: 1.5292 2020-07-18 19:51:14,770 - mmaction - INFO - Epoch [111][220/1253] lr: 1.829e-01, eta: 2 days, 13:23:43, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3799, top5_acc: 0.6375, loss_cls: 2.7799, loss: 2.7799, grad_norm: 1.5782 2020-07-18 19:51:35,996 - mmaction - INFO - Epoch [111][240/1253] lr: 1.829e-01, eta: 2 days, 13:23:10, time: 1.061, data_time: 0.001, memory: 9059, top1_acc: 0.3799, top5_acc: 0.6333, loss_cls: 2.7985, loss: 2.7985, grad_norm: 1.5689 2020-07-18 19:51:57,553 - mmaction - INFO - Epoch [111][260/1253] lr: 1.829e-01, eta: 2 days, 13:22:39, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.3888, top5_acc: 0.6273, loss_cls: 2.7740, loss: 2.7740, grad_norm: 1.5492 2020-07-18 19:52:18,767 - mmaction - INFO - Epoch [111][280/1253] lr: 1.829e-01, eta: 2 days, 13:22:07, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.3927, top5_acc: 0.6464, loss_cls: 2.7428, loss: 2.7428, grad_norm: 1.5659 2020-07-18 19:52:39,967 - mmaction - INFO - Epoch [111][300/1253] lr: 1.829e-01, eta: 2 days, 13:21:35, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3935, top5_acc: 0.6427, loss_cls: 2.7190, loss: 2.7190, grad_norm: 1.5621 2020-07-18 19:53:01,260 - mmaction - INFO - Epoch [111][320/1253] lr: 1.829e-01, eta: 2 days, 13:21:03, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.3724, top5_acc: 0.6318, loss_cls: 2.8328, loss: 2.8328, grad_norm: 1.6276 2020-07-18 19:53:22,605 - mmaction - INFO - Epoch [111][340/1253] lr: 1.829e-01, eta: 2 days, 13:20:31, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.3724, top5_acc: 0.6307, loss_cls: 2.8141, loss: 2.8141, grad_norm: 1.5534 2020-07-18 19:53:44,151 - mmaction - INFO - Epoch [111][360/1253] lr: 1.829e-01, eta: 2 days, 13:20:00, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.3729, top5_acc: 0.6336, loss_cls: 2.8000, loss: 2.8000, grad_norm: 1.5549 2020-07-18 19:54:05,316 - mmaction - INFO - Epoch [111][380/1253] lr: 1.829e-01, eta: 2 days, 13:19:27, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.3883, top5_acc: 0.6333, loss_cls: 2.7838, loss: 2.7838, grad_norm: 1.5911 2020-07-18 19:54:26,806 - mmaction - INFO - Epoch [111][400/1253] lr: 1.829e-01, eta: 2 days, 13:18:56, time: 1.075, data_time: 0.003, memory: 9059, top1_acc: 0.3870, top5_acc: 0.6313, loss_cls: 2.8127, loss: 2.8127, grad_norm: 1.5769 2020-07-18 19:54:48,073 - mmaction - INFO - Epoch [111][420/1253] lr: 1.829e-01, eta: 2 days, 13:18:24, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3849, top5_acc: 0.6411, loss_cls: 2.7553, loss: 2.7553, grad_norm: 1.5538 2020-07-18 19:55:09,463 - mmaction - INFO - Epoch [111][440/1253] lr: 1.829e-01, eta: 2 days, 13:17:52, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3914, top5_acc: 0.6378, loss_cls: 2.7243, loss: 2.7243, grad_norm: 1.5759 2020-07-18 19:55:31,017 - mmaction - INFO - Epoch [111][460/1253] lr: 1.829e-01, eta: 2 days, 13:17:21, time: 1.077, data_time: 0.001, memory: 9059, top1_acc: 0.3758, top5_acc: 0.6401, loss_cls: 2.8075, loss: 2.8075, grad_norm: 1.5694 2020-07-18 19:55:52,390 - mmaction - INFO - Epoch [111][480/1253] lr: 1.829e-01, eta: 2 days, 13:16:49, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3771, top5_acc: 0.6305, loss_cls: 2.8377, loss: 2.8377, grad_norm: 1.5579 2020-07-18 19:56:13,688 - mmaction - INFO - Epoch [111][500/1253] lr: 1.829e-01, eta: 2 days, 13:16:17, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3831, top5_acc: 0.6398, loss_cls: 2.7586, loss: 2.7586, grad_norm: 1.5951 2020-07-18 19:56:34,944 - mmaction - INFO - Epoch [111][520/1253] lr: 1.829e-01, eta: 2 days, 13:15:45, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3844, top5_acc: 0.6398, loss_cls: 2.7796, loss: 2.7796, grad_norm: 1.5673 2020-07-18 19:56:56,318 - mmaction - INFO - Epoch [111][540/1253] lr: 1.829e-01, eta: 2 days, 13:15:14, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3745, top5_acc: 0.6284, loss_cls: 2.8474, loss: 2.8474, grad_norm: 1.5681 2020-07-18 19:57:17,751 - mmaction - INFO - Epoch [111][560/1253] lr: 1.829e-01, eta: 2 days, 13:14:42, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3656, top5_acc: 0.6273, loss_cls: 2.8572, loss: 2.8572, grad_norm: 1.5711 2020-07-18 19:57:39,730 - mmaction - INFO - Epoch [111][580/1253] lr: 1.829e-01, eta: 2 days, 13:14:12, time: 1.095, data_time: 0.012, memory: 9059, top1_acc: 0.3862, top5_acc: 0.6359, loss_cls: 2.7484, loss: 2.7484, grad_norm: 1.5555 2020-07-18 19:58:01,017 - mmaction - INFO - Epoch [111][600/1253] lr: 1.829e-01, eta: 2 days, 13:13:40, time: 1.069, data_time: 0.006, memory: 9059, top1_acc: 0.3760, top5_acc: 0.6318, loss_cls: 2.8038, loss: 2.8038, grad_norm: 1.5427 2020-07-18 19:58:22,201 - mmaction - INFO - Epoch [111][620/1253] lr: 1.829e-01, eta: 2 days, 13:13:08, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3815, top5_acc: 0.6471, loss_cls: 2.7592, loss: 2.7592, grad_norm: 1.5514 2020-07-18 19:58:43,725 - mmaction - INFO - Epoch [111][640/1253] lr: 1.829e-01, eta: 2 days, 13:12:37, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.3815, top5_acc: 0.6375, loss_cls: 2.7782, loss: 2.7782, grad_norm: 1.5633 2020-07-18 19:59:05,001 - mmaction - INFO - Epoch [111][660/1253] lr: 1.829e-01, eta: 2 days, 13:12:05, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3898, top5_acc: 0.6523, loss_cls: 2.7682, loss: 2.7682, grad_norm: 1.6252 2020-07-18 19:59:26,304 - mmaction - INFO - Epoch [111][680/1253] lr: 1.829e-01, eta: 2 days, 13:11:33, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3797, top5_acc: 0.6419, loss_cls: 2.7781, loss: 2.7781, grad_norm: 1.5524 2020-07-18 19:59:47,652 - mmaction - INFO - Epoch [111][700/1253] lr: 1.829e-01, eta: 2 days, 13:11:01, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3747, top5_acc: 0.6276, loss_cls: 2.8162, loss: 2.8162, grad_norm: 1.5708 2020-07-18 20:00:21,229 - mmaction - INFO - Epoch [111][720/1253] lr: 1.829e-01, eta: 2 days, 13:11:01, time: 1.660, data_time: 0.012, memory: 9059, top1_acc: 0.3753, top5_acc: 0.6292, loss_cls: 2.8128, loss: 2.8128, grad_norm: 1.5626 2020-07-18 20:00:42,729 - mmaction - INFO - Epoch [111][740/1253] lr: 1.829e-01, eta: 2 days, 13:10:31, time: 1.095, data_time: 0.026, memory: 9059, top1_acc: 0.3685, top5_acc: 0.6258, loss_cls: 2.8296, loss: 2.8296, grad_norm: 1.5726 2020-07-18 20:01:04,147 - mmaction - INFO - Epoch [111][760/1253] lr: 1.829e-01, eta: 2 days, 13:09:59, time: 1.070, data_time: 0.001, memory: 9059, top1_acc: 0.3927, top5_acc: 0.6411, loss_cls: 2.7345, loss: 2.7345, grad_norm: 1.5793 2020-07-18 20:01:25,399 - mmaction - INFO - Epoch [111][780/1253] lr: 1.829e-01, eta: 2 days, 13:09:27, time: 1.063, data_time: 0.005, memory: 9059, top1_acc: 0.3747, top5_acc: 0.6328, loss_cls: 2.8065, loss: 2.8065, grad_norm: 1.6045 2020-07-18 20:01:47,072 - mmaction - INFO - Epoch [111][800/1253] lr: 1.829e-01, eta: 2 days, 13:08:57, time: 1.083, data_time: 0.002, memory: 9059, top1_acc: 0.3865, top5_acc: 0.6365, loss_cls: 2.7511, loss: 2.7511, grad_norm: 1.5034 2020-07-18 20:02:08,447 - mmaction - INFO - Epoch [111][820/1253] lr: 1.829e-01, eta: 2 days, 13:08:25, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3792, top5_acc: 0.6167, loss_cls: 2.8314, loss: 2.8314, grad_norm: 1.5547 2020-07-18 20:02:29,887 - mmaction - INFO - Epoch [111][840/1253] lr: 1.829e-01, eta: 2 days, 13:07:54, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3740, top5_acc: 0.6268, loss_cls: 2.8119, loss: 2.8119, grad_norm: 1.5607 2020-07-18 20:02:51,133 - mmaction - INFO - Epoch [111][860/1253] lr: 1.829e-01, eta: 2 days, 13:07:22, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3893, top5_acc: 0.6422, loss_cls: 2.7752, loss: 2.7752, grad_norm: 1.5730 2020-07-18 20:03:12,781 - mmaction - INFO - Epoch [111][880/1253] lr: 1.829e-01, eta: 2 days, 13:06:51, time: 1.083, data_time: 0.002, memory: 9059, top1_acc: 0.3789, top5_acc: 0.6422, loss_cls: 2.7692, loss: 2.7692, grad_norm: 1.5809 2020-07-18 20:03:33,996 - mmaction - INFO - Epoch [111][900/1253] lr: 1.829e-01, eta: 2 days, 13:06:19, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3690, top5_acc: 0.6221, loss_cls: 2.8449, loss: 2.8449, grad_norm: 1.5868 2020-07-18 20:03:55,494 - mmaction - INFO - Epoch [111][920/1253] lr: 1.829e-01, eta: 2 days, 13:05:47, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.3815, top5_acc: 0.6404, loss_cls: 2.7757, loss: 2.7757, grad_norm: 1.5666 2020-07-18 20:04:16,765 - mmaction - INFO - Epoch [111][940/1253] lr: 1.829e-01, eta: 2 days, 13:05:16, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3708, top5_acc: 0.6216, loss_cls: 2.8332, loss: 2.8332, grad_norm: 1.5589 2020-07-18 20:04:38,060 - mmaction - INFO - Epoch [111][960/1253] lr: 1.829e-01, eta: 2 days, 13:04:44, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3771, top5_acc: 0.6201, loss_cls: 2.8204, loss: 2.8204, grad_norm: 1.5560 2020-07-18 20:04:59,769 - mmaction - INFO - Epoch [111][980/1253] lr: 1.829e-01, eta: 2 days, 13:04:13, time: 1.086, data_time: 0.004, memory: 9059, top1_acc: 0.3839, top5_acc: 0.6404, loss_cls: 2.7876, loss: 2.7876, grad_norm: 1.5641 2020-07-18 20:05:21,125 - mmaction - INFO - Epoch [111][1000/1253] lr: 1.829e-01, eta: 2 days, 13:03:41, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3729, top5_acc: 0.6232, loss_cls: 2.8637, loss: 2.8637, grad_norm: 1.5573 2020-07-18 20:05:43,208 - mmaction - INFO - Epoch [111][1020/1253] lr: 1.829e-01, eta: 2 days, 13:03:10, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.3948, top5_acc: 0.6370, loss_cls: 2.7775, loss: 2.7775, grad_norm: 1.5849 2020-07-18 20:06:09,846 - mmaction - INFO - Epoch [111][1040/1253] lr: 1.829e-01, eta: 2 days, 13:02:54, time: 1.360, data_time: 0.112, memory: 9059, top1_acc: 0.3797, top5_acc: 0.6359, loss_cls: 2.7989, loss: 2.7989, grad_norm: 1.5692 2020-07-18 20:06:31,141 - mmaction - INFO - Epoch [111][1060/1253] lr: 1.829e-01, eta: 2 days, 13:02:22, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3786, top5_acc: 0.6242, loss_cls: 2.8338, loss: 2.8338, grad_norm: 1.5332 2020-07-18 20:06:52,485 - mmaction - INFO - Epoch [111][1080/1253] lr: 1.829e-01, eta: 2 days, 13:01:51, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.3820, top5_acc: 0.6167, loss_cls: 2.8303, loss: 2.8303, grad_norm: 1.5497 2020-07-18 20:07:13,891 - mmaction - INFO - Epoch [111][1100/1253] lr: 1.829e-01, eta: 2 days, 13:01:19, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3615, top5_acc: 0.6146, loss_cls: 2.8871, loss: 2.8871, grad_norm: 1.5752 2020-07-18 20:07:35,215 - mmaction - INFO - Epoch [111][1120/1253] lr: 1.829e-01, eta: 2 days, 13:00:48, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3729, top5_acc: 0.6289, loss_cls: 2.8514, loss: 2.8514, grad_norm: 1.5355 2020-07-18 20:07:56,509 - mmaction - INFO - Epoch [111][1140/1253] lr: 1.829e-01, eta: 2 days, 13:00:16, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3740, top5_acc: 0.6227, loss_cls: 2.8664, loss: 2.8664, grad_norm: 1.5451 2020-07-18 20:08:18,589 - mmaction - INFO - Epoch [111][1160/1253] lr: 1.829e-01, eta: 2 days, 12:59:46, time: 1.103, data_time: 0.002, memory: 9059, top1_acc: 0.3779, top5_acc: 0.6417, loss_cls: 2.7467, loss: 2.7467, grad_norm: 1.5785 2020-07-18 20:08:41,419 - mmaction - INFO - Epoch [111][1180/1253] lr: 1.829e-01, eta: 2 days, 12:59:19, time: 1.142, data_time: 0.022, memory: 9059, top1_acc: 0.3721, top5_acc: 0.6383, loss_cls: 2.8261, loss: 2.8261, grad_norm: 1.5688 2020-07-18 20:09:04,129 - mmaction - INFO - Epoch [111][1200/1253] lr: 1.829e-01, eta: 2 days, 12:58:51, time: 1.134, data_time: 0.021, memory: 9059, top1_acc: 0.4010, top5_acc: 0.6378, loss_cls: 2.7720, loss: 2.7720, grad_norm: 1.5277 2020-07-18 20:09:26,551 - mmaction - INFO - Epoch [111][1220/1253] lr: 1.829e-01, eta: 2 days, 12:58:22, time: 1.122, data_time: 0.017, memory: 9059, top1_acc: 0.3867, top5_acc: 0.6510, loss_cls: 2.7386, loss: 2.7386, grad_norm: 1.5684 2020-07-18 20:09:49,236 - mmaction - INFO - Epoch [111][1240/1253] lr: 1.829e-01, eta: 2 days, 12:57:54, time: 1.135, data_time: 0.016, memory: 9059, top1_acc: 0.3763, top5_acc: 0.6409, loss_cls: 2.7788, loss: 2.7788, grad_norm: 1.6110 2020-07-18 20:13:44,480 - mmaction - INFO - Epoch [112][20/1253] lr: 1.811e-01, eta: 2 days, 13:04:40, time: 10.458, data_time: 9.269, memory: 9059, top1_acc: 0.3815, top5_acc: 0.6344, loss_cls: 2.7856, loss: 2.7856, grad_norm: 1.5808 2020-07-18 20:14:05,864 - mmaction - INFO - Epoch [112][40/1253] lr: 1.811e-01, eta: 2 days, 13:04:09, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3836, top5_acc: 0.6487, loss_cls: 2.7169, loss: 2.7169, grad_norm: 1.5733 2020-07-18 20:14:27,306 - mmaction - INFO - Epoch [112][60/1253] lr: 1.811e-01, eta: 2 days, 13:03:37, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3831, top5_acc: 0.6331, loss_cls: 2.8018, loss: 2.8018, grad_norm: 1.6032 2020-07-18 20:14:48,644 - mmaction - INFO - Epoch [112][80/1253] lr: 1.811e-01, eta: 2 days, 13:03:05, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3799, top5_acc: 0.6310, loss_cls: 2.7839, loss: 2.7839, grad_norm: 1.6051 2020-07-18 20:15:09,857 - mmaction - INFO - Epoch [112][100/1253] lr: 1.811e-01, eta: 2 days, 13:02:33, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3813, top5_acc: 0.6341, loss_cls: 2.7662, loss: 2.7662, grad_norm: 1.5874 2020-07-18 20:15:31,072 - mmaction - INFO - Epoch [112][120/1253] lr: 1.811e-01, eta: 2 days, 13:02:01, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3813, top5_acc: 0.6427, loss_cls: 2.7717, loss: 2.7717, grad_norm: 1.5773 2020-07-18 20:15:52,297 - mmaction - INFO - Epoch [112][140/1253] lr: 1.811e-01, eta: 2 days, 13:01:29, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3820, top5_acc: 0.6419, loss_cls: 2.7746, loss: 2.7746, grad_norm: 1.5555 2020-07-18 20:16:13,644 - mmaction - INFO - Epoch [112][160/1253] lr: 1.811e-01, eta: 2 days, 13:00:57, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3938, top5_acc: 0.6469, loss_cls: 2.7284, loss: 2.7284, grad_norm: 1.5807 2020-07-18 20:16:34,935 - mmaction - INFO - Epoch [112][180/1253] lr: 1.811e-01, eta: 2 days, 13:00:26, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.3737, top5_acc: 0.6247, loss_cls: 2.8056, loss: 2.8056, grad_norm: 1.6102 2020-07-18 20:16:56,168 - mmaction - INFO - Epoch [112][200/1253] lr: 1.811e-01, eta: 2 days, 12:59:54, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3888, top5_acc: 0.6385, loss_cls: 2.7759, loss: 2.7759, grad_norm: 1.5562 2020-07-18 20:17:17,250 - mmaction - INFO - Epoch [112][220/1253] lr: 1.811e-01, eta: 2 days, 12:59:21, time: 1.054, data_time: 0.002, memory: 9059, top1_acc: 0.3750, top5_acc: 0.6352, loss_cls: 2.7895, loss: 2.7895, grad_norm: 1.5825 2020-07-18 20:17:39,124 - mmaction - INFO - Epoch [112][240/1253] lr: 1.811e-01, eta: 2 days, 12:58:51, time: 1.093, data_time: 0.010, memory: 9059, top1_acc: 0.3776, top5_acc: 0.6242, loss_cls: 2.7864, loss: 2.7864, grad_norm: 1.5578 2020-07-18 20:18:00,417 - mmaction - INFO - Epoch [112][260/1253] lr: 1.811e-01, eta: 2 days, 12:58:19, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3891, top5_acc: 0.6474, loss_cls: 2.7382, loss: 2.7382, grad_norm: 1.5808 2020-07-18 20:18:22,417 - mmaction - INFO - Epoch [112][280/1253] lr: 1.811e-01, eta: 2 days, 12:57:49, time: 1.100, data_time: 0.002, memory: 9059, top1_acc: 0.3815, top5_acc: 0.6263, loss_cls: 2.8291, loss: 2.8291, grad_norm: 1.5893 2020-07-18 20:18:44,614 - mmaction - INFO - Epoch [112][300/1253] lr: 1.811e-01, eta: 2 days, 12:57:20, time: 1.110, data_time: 0.014, memory: 9059, top1_acc: 0.3997, top5_acc: 0.6422, loss_cls: 2.7457, loss: 2.7457, grad_norm: 1.5491 2020-07-18 20:19:06,557 - mmaction - INFO - Epoch [112][320/1253] lr: 1.811e-01, eta: 2 days, 12:56:50, time: 1.097, data_time: 0.018, memory: 9059, top1_acc: 0.3810, top5_acc: 0.6401, loss_cls: 2.7671, loss: 2.7671, grad_norm: 1.5811 2020-07-18 20:19:27,892 - mmaction - INFO - Epoch [112][340/1253] lr: 1.811e-01, eta: 2 days, 12:56:18, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3909, top5_acc: 0.6365, loss_cls: 2.7924, loss: 2.7924, grad_norm: 1.6017 2020-07-18 20:19:49,223 - mmaction - INFO - Epoch [112][360/1253] lr: 1.811e-01, eta: 2 days, 12:55:46, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4016, top5_acc: 0.6435, loss_cls: 2.7384, loss: 2.7384, grad_norm: 1.5738 2020-07-18 20:20:10,487 - mmaction - INFO - Epoch [112][380/1253] lr: 1.811e-01, eta: 2 days, 12:55:14, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3927, top5_acc: 0.6354, loss_cls: 2.7620, loss: 2.7620, grad_norm: 1.5890 2020-07-18 20:20:31,933 - mmaction - INFO - Epoch [112][400/1253] lr: 1.811e-01, eta: 2 days, 12:54:43, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3904, top5_acc: 0.6323, loss_cls: 2.7856, loss: 2.7856, grad_norm: 1.5607 2020-07-18 20:20:53,151 - mmaction - INFO - Epoch [112][420/1253] lr: 1.811e-01, eta: 2 days, 12:54:11, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.3828, top5_acc: 0.6341, loss_cls: 2.7699, loss: 2.7699, grad_norm: 1.5556 2020-07-18 20:21:14,467 - mmaction - INFO - Epoch [112][440/1253] lr: 1.811e-01, eta: 2 days, 12:53:39, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3763, top5_acc: 0.6398, loss_cls: 2.7495, loss: 2.7495, grad_norm: 1.5916 2020-07-18 20:21:35,639 - mmaction - INFO - Epoch [112][460/1253] lr: 1.811e-01, eta: 2 days, 12:53:07, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3794, top5_acc: 0.6341, loss_cls: 2.7615, loss: 2.7615, grad_norm: 1.6063 2020-07-18 20:21:57,309 - mmaction - INFO - Epoch [112][480/1253] lr: 1.811e-01, eta: 2 days, 12:52:36, time: 1.083, data_time: 0.001, memory: 9059, top1_acc: 0.3690, top5_acc: 0.6203, loss_cls: 2.8505, loss: 2.8505, grad_norm: 1.5724 2020-07-18 20:22:18,565 - mmaction - INFO - Epoch [112][500/1253] lr: 1.811e-01, eta: 2 days, 12:52:05, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3839, top5_acc: 0.6435, loss_cls: 2.7462, loss: 2.7462, grad_norm: 1.5777 2020-07-18 20:22:40,049 - mmaction - INFO - Epoch [112][520/1253] lr: 1.811e-01, eta: 2 days, 12:51:33, time: 1.075, data_time: 0.003, memory: 9059, top1_acc: 0.3885, top5_acc: 0.6388, loss_cls: 2.7858, loss: 2.7858, grad_norm: 1.5991 2020-07-18 20:23:01,774 - mmaction - INFO - Epoch [112][540/1253] lr: 1.811e-01, eta: 2 days, 12:51:03, time: 1.087, data_time: 0.002, memory: 9059, top1_acc: 0.3870, top5_acc: 0.6362, loss_cls: 2.7588, loss: 2.7588, grad_norm: 1.6092 2020-07-18 20:23:22,958 - mmaction - INFO - Epoch [112][560/1253] lr: 1.811e-01, eta: 2 days, 12:50:31, time: 1.059, data_time: 0.001, memory: 9059, top1_acc: 0.3716, top5_acc: 0.6320, loss_cls: 2.8044, loss: 2.8044, grad_norm: 1.5871 2020-07-18 20:23:44,960 - mmaction - INFO - Epoch [112][580/1253] lr: 1.811e-01, eta: 2 days, 12:50:01, time: 1.099, data_time: 0.001, memory: 9059, top1_acc: 0.3701, top5_acc: 0.6302, loss_cls: 2.8183, loss: 2.8183, grad_norm: 1.5810 2020-07-18 20:24:06,446 - mmaction - INFO - Epoch [112][600/1253] lr: 1.811e-01, eta: 2 days, 12:49:30, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4013, top5_acc: 0.6581, loss_cls: 2.6627, loss: 2.6627, grad_norm: 1.5532 2020-07-18 20:24:27,886 - mmaction - INFO - Epoch [112][620/1253] lr: 1.811e-01, eta: 2 days, 12:48:58, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.3773, top5_acc: 0.6289, loss_cls: 2.8193, loss: 2.8193, grad_norm: 1.6026 2020-07-18 20:24:49,040 - mmaction - INFO - Epoch [112][640/1253] lr: 1.811e-01, eta: 2 days, 12:48:26, time: 1.060, data_time: 0.004, memory: 9059, top1_acc: 0.3982, top5_acc: 0.6396, loss_cls: 2.7608, loss: 2.7608, grad_norm: 1.5468 2020-07-18 20:25:10,178 - mmaction - INFO - Epoch [112][660/1253] lr: 1.811e-01, eta: 2 days, 12:47:54, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.3852, top5_acc: 0.6393, loss_cls: 2.7423, loss: 2.7423, grad_norm: 1.5570 2020-07-18 20:25:31,546 - mmaction - INFO - Epoch [112][680/1253] lr: 1.811e-01, eta: 2 days, 12:47:23, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.3802, top5_acc: 0.6432, loss_cls: 2.7553, loss: 2.7553, grad_norm: 1.5912 2020-07-18 20:25:52,811 - mmaction - INFO - Epoch [112][700/1253] lr: 1.811e-01, eta: 2 days, 12:46:51, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3828, top5_acc: 0.6240, loss_cls: 2.8246, loss: 2.8246, grad_norm: 1.5844 2020-07-18 20:26:14,257 - mmaction - INFO - Epoch [112][720/1253] lr: 1.811e-01, eta: 2 days, 12:46:20, time: 1.072, data_time: 0.004, memory: 9059, top1_acc: 0.3862, top5_acc: 0.6323, loss_cls: 2.8074, loss: 2.8074, grad_norm: 1.5610 2020-07-18 20:26:35,625 - mmaction - INFO - Epoch [112][740/1253] lr: 1.811e-01, eta: 2 days, 12:45:48, time: 1.070, data_time: 0.004, memory: 9059, top1_acc: 0.3867, top5_acc: 0.6357, loss_cls: 2.7760, loss: 2.7760, grad_norm: 1.5775 2020-07-18 20:26:57,159 - mmaction - INFO - Epoch [112][760/1253] lr: 1.811e-01, eta: 2 days, 12:45:17, time: 1.076, data_time: 0.004, memory: 9059, top1_acc: 0.3891, top5_acc: 0.6365, loss_cls: 2.7712, loss: 2.7712, grad_norm: 1.5846 2020-07-18 20:27:18,909 - mmaction - INFO - Epoch [112][780/1253] lr: 1.811e-01, eta: 2 days, 12:44:47, time: 1.088, data_time: 0.002, memory: 9059, top1_acc: 0.3794, top5_acc: 0.6414, loss_cls: 2.7748, loss: 2.7748, grad_norm: 1.5824 2020-07-18 20:27:40,251 - mmaction - INFO - Epoch [112][800/1253] lr: 1.811e-01, eta: 2 days, 12:44:15, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3831, top5_acc: 0.6456, loss_cls: 2.7322, loss: 2.7322, grad_norm: 1.5670 2020-07-18 20:28:01,553 - mmaction - INFO - Epoch [112][820/1253] lr: 1.811e-01, eta: 2 days, 12:43:43, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3688, top5_acc: 0.6216, loss_cls: 2.8545, loss: 2.8545, grad_norm: 1.5891 2020-07-18 20:28:22,799 - mmaction - INFO - Epoch [112][840/1253] lr: 1.811e-01, eta: 2 days, 12:43:12, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3930, top5_acc: 0.6406, loss_cls: 2.7518, loss: 2.7518, grad_norm: 1.5895 2020-07-18 20:28:44,377 - mmaction - INFO - Epoch [112][860/1253] lr: 1.811e-01, eta: 2 days, 12:42:41, time: 1.077, data_time: 0.001, memory: 9059, top1_acc: 0.3802, top5_acc: 0.6305, loss_cls: 2.8146, loss: 2.8146, grad_norm: 1.5539 2020-07-18 20:29:07,121 - mmaction - INFO - Epoch [112][880/1253] lr: 1.811e-01, eta: 2 days, 12:42:11, time: 1.103, data_time: 0.003, memory: 9059, top1_acc: 0.3859, top5_acc: 0.6352, loss_cls: 2.8006, loss: 2.8006, grad_norm: 1.5479 2020-07-18 20:29:31,224 - mmaction - INFO - Epoch [112][900/1253] lr: 1.811e-01, eta: 2 days, 12:41:48, time: 1.240, data_time: 0.123, memory: 9059, top1_acc: 0.3805, top5_acc: 0.6266, loss_cls: 2.8015, loss: 2.8015, grad_norm: 1.5531 2020-07-18 20:29:52,433 - mmaction - INFO - Epoch [112][920/1253] lr: 1.811e-01, eta: 2 days, 12:41:17, time: 1.060, data_time: 0.003, memory: 9059, top1_acc: 0.3833, top5_acc: 0.6331, loss_cls: 2.7643, loss: 2.7643, grad_norm: 1.5737 2020-07-18 20:30:14,800 - mmaction - INFO - Epoch [112][940/1253] lr: 1.811e-01, eta: 2 days, 12:40:48, time: 1.118, data_time: 0.002, memory: 9059, top1_acc: 0.3880, top5_acc: 0.6445, loss_cls: 2.7300, loss: 2.7300, grad_norm: 1.5755 2020-07-18 20:30:35,930 - mmaction - INFO - Epoch [112][960/1253] lr: 1.811e-01, eta: 2 days, 12:40:16, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.3891, top5_acc: 0.6367, loss_cls: 2.7649, loss: 2.7649, grad_norm: 1.5642 2020-07-18 20:30:57,280 - mmaction - INFO - Epoch [112][980/1253] lr: 1.811e-01, eta: 2 days, 12:39:44, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.4013, top5_acc: 0.6482, loss_cls: 2.7200, loss: 2.7200, grad_norm: 1.5826 2020-07-18 20:31:18,693 - mmaction - INFO - Epoch [112][1000/1253] lr: 1.811e-01, eta: 2 days, 12:39:13, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3773, top5_acc: 0.6375, loss_cls: 2.8052, loss: 2.8052, grad_norm: 1.5987 2020-07-18 20:31:39,984 - mmaction - INFO - Epoch [112][1020/1253] lr: 1.811e-01, eta: 2 days, 12:38:41, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3826, top5_acc: 0.6286, loss_cls: 2.8146, loss: 2.8146, grad_norm: 1.5911 2020-07-18 20:32:01,568 - mmaction - INFO - Epoch [112][1040/1253] lr: 1.811e-01, eta: 2 days, 12:38:10, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.3865, top5_acc: 0.6362, loss_cls: 2.7635, loss: 2.7635, grad_norm: 1.5240 2020-07-18 20:32:22,766 - mmaction - INFO - Epoch [112][1060/1253] lr: 1.811e-01, eta: 2 days, 12:37:39, time: 1.061, data_time: 0.003, memory: 9059, top1_acc: 0.4034, top5_acc: 0.6560, loss_cls: 2.6743, loss: 2.6743, grad_norm: 1.5838 2020-07-18 20:32:44,067 - mmaction - INFO - Epoch [112][1080/1253] lr: 1.811e-01, eta: 2 days, 12:37:07, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3872, top5_acc: 0.6352, loss_cls: 2.7653, loss: 2.7653, grad_norm: 1.5666 2020-07-18 20:33:05,816 - mmaction - INFO - Epoch [112][1100/1253] lr: 1.811e-01, eta: 2 days, 12:36:37, time: 1.087, data_time: 0.002, memory: 9059, top1_acc: 0.3862, top5_acc: 0.6383, loss_cls: 2.8004, loss: 2.8004, grad_norm: 1.5810 2020-07-18 20:33:27,161 - mmaction - INFO - Epoch [112][1120/1253] lr: 1.811e-01, eta: 2 days, 12:36:05, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3799, top5_acc: 0.6422, loss_cls: 2.7741, loss: 2.7741, grad_norm: 1.5702 2020-07-18 20:33:48,404 - mmaction - INFO - Epoch [112][1140/1253] lr: 1.811e-01, eta: 2 days, 12:35:34, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3682, top5_acc: 0.6104, loss_cls: 2.8951, loss: 2.8951, grad_norm: 1.5713 2020-07-18 20:34:09,765 - mmaction - INFO - Epoch [112][1160/1253] lr: 1.811e-01, eta: 2 days, 12:35:02, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.3797, top5_acc: 0.6203, loss_cls: 2.8545, loss: 2.8545, grad_norm: 1.5437 2020-07-18 20:34:31,147 - mmaction - INFO - Epoch [112][1180/1253] lr: 1.811e-01, eta: 2 days, 12:34:31, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3831, top5_acc: 0.6414, loss_cls: 2.7786, loss: 2.7786, grad_norm: 1.5686 2020-07-18 20:34:52,259 - mmaction - INFO - Epoch [112][1200/1253] lr: 1.811e-01, eta: 2 days, 12:33:59, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.3898, top5_acc: 0.6299, loss_cls: 2.7807, loss: 2.7807, grad_norm: 1.5381 2020-07-18 20:35:14,036 - mmaction - INFO - Epoch [112][1220/1253] lr: 1.811e-01, eta: 2 days, 12:33:29, time: 1.089, data_time: 0.002, memory: 9059, top1_acc: 0.3674, top5_acc: 0.6260, loss_cls: 2.8675, loss: 2.8675, grad_norm: 1.5750 2020-07-18 20:35:35,469 - mmaction - INFO - Epoch [112][1240/1253] lr: 1.811e-01, eta: 2 days, 12:32:57, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3794, top5_acc: 0.6315, loss_cls: 2.8096, loss: 2.8096, grad_norm: 1.5764 2020-07-18 20:35:56,102 - mmaction - INFO - Saving checkpoint at 112 epochs 2020-07-18 20:39:07,255 - mmaction - INFO - Epoch [113][20/1253] lr: 1.793e-01, eta: 2 days, 12:38:41, time: 9.461, data_time: 8.015, memory: 9059, top1_acc: 0.3805, top5_acc: 0.6255, loss_cls: 2.7846, loss: 2.7846, grad_norm: 1.5604 2020-07-18 20:39:28,729 - mmaction - INFO - Epoch [113][40/1253] lr: 1.793e-01, eta: 2 days, 12:38:10, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3891, top5_acc: 0.6419, loss_cls: 2.7428, loss: 2.7428, grad_norm: 1.5598 2020-07-18 20:39:50,161 - mmaction - INFO - Epoch [113][60/1253] lr: 1.793e-01, eta: 2 days, 12:37:39, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3940, top5_acc: 0.6422, loss_cls: 2.7346, loss: 2.7346, grad_norm: 1.6184 2020-07-18 20:40:11,398 - mmaction - INFO - Epoch [113][80/1253] lr: 1.793e-01, eta: 2 days, 12:37:07, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.3867, top5_acc: 0.6273, loss_cls: 2.7680, loss: 2.7680, grad_norm: 1.5714 2020-07-18 20:40:32,671 - mmaction - INFO - Epoch [113][100/1253] lr: 1.793e-01, eta: 2 days, 12:36:35, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.3831, top5_acc: 0.6393, loss_cls: 2.7687, loss: 2.7687, grad_norm: 1.5695 2020-07-18 20:40:54,031 - mmaction - INFO - Epoch [113][120/1253] lr: 1.793e-01, eta: 2 days, 12:36:04, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.3992, top5_acc: 0.6464, loss_cls: 2.6960, loss: 2.6960, grad_norm: 1.5468 2020-07-18 20:41:15,298 - mmaction - INFO - Epoch [113][140/1253] lr: 1.793e-01, eta: 2 days, 12:35:32, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3914, top5_acc: 0.6471, loss_cls: 2.7252, loss: 2.7252, grad_norm: 1.5814 2020-07-18 20:41:36,708 - mmaction - INFO - Epoch [113][160/1253] lr: 1.793e-01, eta: 2 days, 12:35:01, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3766, top5_acc: 0.6362, loss_cls: 2.7753, loss: 2.7753, grad_norm: 1.5973 2020-07-18 20:41:58,248 - mmaction - INFO - Epoch [113][180/1253] lr: 1.793e-01, eta: 2 days, 12:34:30, time: 1.080, data_time: 0.005, memory: 9059, top1_acc: 0.3891, top5_acc: 0.6513, loss_cls: 2.7324, loss: 2.7324, grad_norm: 1.5693 2020-07-18 20:42:19,466 - mmaction - INFO - Epoch [113][200/1253] lr: 1.793e-01, eta: 2 days, 12:33:58, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3815, top5_acc: 0.6404, loss_cls: 2.7642, loss: 2.7642, grad_norm: 1.5946 2020-07-18 20:42:40,750 - mmaction - INFO - Epoch [113][220/1253] lr: 1.793e-01, eta: 2 days, 12:33:26, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3799, top5_acc: 0.6367, loss_cls: 2.8036, loss: 2.8036, grad_norm: 1.5932 2020-07-18 20:43:02,090 - mmaction - INFO - Epoch [113][240/1253] lr: 1.793e-01, eta: 2 days, 12:32:55, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3857, top5_acc: 0.6320, loss_cls: 2.7756, loss: 2.7756, grad_norm: 1.5595 2020-07-18 20:43:23,493 - mmaction - INFO - Epoch [113][260/1253] lr: 1.793e-01, eta: 2 days, 12:32:24, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3669, top5_acc: 0.6375, loss_cls: 2.7982, loss: 2.7982, grad_norm: 1.6075 2020-07-18 20:43:44,767 - mmaction - INFO - Epoch [113][280/1253] lr: 1.793e-01, eta: 2 days, 12:31:52, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3987, top5_acc: 0.6365, loss_cls: 2.7622, loss: 2.7622, grad_norm: 1.5372 2020-07-18 20:44:06,127 - mmaction - INFO - Epoch [113][300/1253] lr: 1.793e-01, eta: 2 days, 12:31:20, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.3870, top5_acc: 0.6484, loss_cls: 2.7521, loss: 2.7521, grad_norm: 1.5754 2020-07-18 20:44:27,466 - mmaction - INFO - Epoch [113][320/1253] lr: 1.793e-01, eta: 2 days, 12:30:49, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3911, top5_acc: 0.6292, loss_cls: 2.8028, loss: 2.8028, grad_norm: 1.5609 2020-07-18 20:44:48,647 - mmaction - INFO - Epoch [113][340/1253] lr: 1.793e-01, eta: 2 days, 12:30:17, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3896, top5_acc: 0.6411, loss_cls: 2.7483, loss: 2.7483, grad_norm: 1.5619 2020-07-18 20:45:09,784 - mmaction - INFO - Epoch [113][360/1253] lr: 1.793e-01, eta: 2 days, 12:29:45, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.3794, top5_acc: 0.6310, loss_cls: 2.8083, loss: 2.8083, grad_norm: 1.6249 2020-07-18 20:45:31,345 - mmaction - INFO - Epoch [113][380/1253] lr: 1.793e-01, eta: 2 days, 12:29:14, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.3740, top5_acc: 0.6370, loss_cls: 2.8065, loss: 2.8065, grad_norm: 1.5706 2020-07-18 20:45:52,715 - mmaction - INFO - Epoch [113][400/1253] lr: 1.793e-01, eta: 2 days, 12:28:43, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.3872, top5_acc: 0.6406, loss_cls: 2.7878, loss: 2.7878, grad_norm: 1.5844 2020-07-18 20:46:14,225 - mmaction - INFO - Epoch [113][420/1253] lr: 1.793e-01, eta: 2 days, 12:28:12, time: 1.074, data_time: 0.001, memory: 9059, top1_acc: 0.4034, top5_acc: 0.6560, loss_cls: 2.6956, loss: 2.6956, grad_norm: 1.6048 2020-07-18 20:46:35,654 - mmaction - INFO - Epoch [113][440/1253] lr: 1.793e-01, eta: 2 days, 12:27:41, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3742, top5_acc: 0.6349, loss_cls: 2.8241, loss: 2.8241, grad_norm: 1.5808 2020-07-18 20:46:57,233 - mmaction - INFO - Epoch [113][460/1253] lr: 1.793e-01, eta: 2 days, 12:27:10, time: 1.080, data_time: 0.003, memory: 9059, top1_acc: 0.3852, top5_acc: 0.6385, loss_cls: 2.7634, loss: 2.7634, grad_norm: 1.5692 2020-07-18 20:47:18,662 - mmaction - INFO - Epoch [113][480/1253] lr: 1.793e-01, eta: 2 days, 12:26:39, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3638, top5_acc: 0.6190, loss_cls: 2.8662, loss: 2.8662, grad_norm: 1.5921 2020-07-18 20:47:40,076 - mmaction - INFO - Epoch [113][500/1253] lr: 1.793e-01, eta: 2 days, 12:26:07, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3924, top5_acc: 0.6380, loss_cls: 2.7586, loss: 2.7586, grad_norm: 1.5863 2020-07-18 20:48:01,658 - mmaction - INFO - Epoch [113][520/1253] lr: 1.793e-01, eta: 2 days, 12:25:36, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.3917, top5_acc: 0.6432, loss_cls: 2.7627, loss: 2.7627, grad_norm: 1.5970 2020-07-18 20:48:23,131 - mmaction - INFO - Epoch [113][540/1253] lr: 1.793e-01, eta: 2 days, 12:25:05, time: 1.074, data_time: 0.003, memory: 9059, top1_acc: 0.3909, top5_acc: 0.6349, loss_cls: 2.7785, loss: 2.7785, grad_norm: 1.5682 2020-07-18 20:48:44,332 - mmaction - INFO - Epoch [113][560/1253] lr: 1.793e-01, eta: 2 days, 12:24:34, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3839, top5_acc: 0.6302, loss_cls: 2.8147, loss: 2.8147, grad_norm: 1.5629 2020-07-18 20:49:05,717 - mmaction - INFO - Epoch [113][580/1253] lr: 1.793e-01, eta: 2 days, 12:24:02, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3872, top5_acc: 0.6461, loss_cls: 2.7684, loss: 2.7684, grad_norm: 1.5912 2020-07-18 20:49:27,018 - mmaction - INFO - Epoch [113][600/1253] lr: 1.793e-01, eta: 2 days, 12:23:31, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3740, top5_acc: 0.6438, loss_cls: 2.7886, loss: 2.7886, grad_norm: 1.5974 2020-07-18 20:49:48,332 - mmaction - INFO - Epoch [113][620/1253] lr: 1.793e-01, eta: 2 days, 12:22:59, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3924, top5_acc: 0.6328, loss_cls: 2.8080, loss: 2.8080, grad_norm: 1.5623 2020-07-18 20:50:09,577 - mmaction - INFO - Epoch [113][640/1253] lr: 1.793e-01, eta: 2 days, 12:22:28, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3784, top5_acc: 0.6234, loss_cls: 2.8230, loss: 2.8230, grad_norm: 1.5547 2020-07-18 20:50:31,034 - mmaction - INFO - Epoch [113][660/1253] lr: 1.793e-01, eta: 2 days, 12:21:57, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3776, top5_acc: 0.6362, loss_cls: 2.7508, loss: 2.7508, grad_norm: 1.5981 2020-07-18 20:50:52,690 - mmaction - INFO - Epoch [113][680/1253] lr: 1.793e-01, eta: 2 days, 12:21:26, time: 1.083, data_time: 0.004, memory: 9059, top1_acc: 0.3789, top5_acc: 0.6372, loss_cls: 2.7684, loss: 2.7684, grad_norm: 1.6099 2020-07-18 20:51:14,271 - mmaction - INFO - Epoch [113][700/1253] lr: 1.793e-01, eta: 2 days, 12:20:55, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.3669, top5_acc: 0.6255, loss_cls: 2.8422, loss: 2.8422, grad_norm: 1.5726 2020-07-18 20:51:35,585 - mmaction - INFO - Epoch [113][720/1253] lr: 1.793e-01, eta: 2 days, 12:20:24, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3820, top5_acc: 0.6359, loss_cls: 2.7773, loss: 2.7773, grad_norm: 1.5566 2020-07-18 20:51:56,958 - mmaction - INFO - Epoch [113][740/1253] lr: 1.793e-01, eta: 2 days, 12:19:53, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.3789, top5_acc: 0.6297, loss_cls: 2.8023, loss: 2.8023, grad_norm: 1.5666 2020-07-18 20:52:18,218 - mmaction - INFO - Epoch [113][760/1253] lr: 1.793e-01, eta: 2 days, 12:19:21, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3943, top5_acc: 0.6453, loss_cls: 2.7395, loss: 2.7395, grad_norm: 1.5438 2020-07-18 20:52:39,481 - mmaction - INFO - Epoch [113][780/1253] lr: 1.793e-01, eta: 2 days, 12:18:50, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3875, top5_acc: 0.6406, loss_cls: 2.7814, loss: 2.7814, grad_norm: 1.5788 2020-07-18 20:53:00,898 - mmaction - INFO - Epoch [113][800/1253] lr: 1.793e-01, eta: 2 days, 12:18:18, time: 1.071, data_time: 0.001, memory: 9059, top1_acc: 0.3935, top5_acc: 0.6414, loss_cls: 2.7355, loss: 2.7355, grad_norm: 1.5887 2020-07-18 20:53:22,149 - mmaction - INFO - Epoch [113][820/1253] lr: 1.793e-01, eta: 2 days, 12:17:47, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3734, top5_acc: 0.6216, loss_cls: 2.8531, loss: 2.8531, grad_norm: 1.5979 2020-07-18 20:53:43,432 - mmaction - INFO - Epoch [113][840/1253] lr: 1.793e-01, eta: 2 days, 12:17:15, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3792, top5_acc: 0.6260, loss_cls: 2.8584, loss: 2.8584, grad_norm: 1.5505 2020-07-18 20:54:04,663 - mmaction - INFO - Epoch [113][860/1253] lr: 1.793e-01, eta: 2 days, 12:16:44, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3781, top5_acc: 0.6326, loss_cls: 2.7856, loss: 2.7856, grad_norm: 1.5796 2020-07-18 20:54:26,175 - mmaction - INFO - Epoch [113][880/1253] lr: 1.793e-01, eta: 2 days, 12:16:13, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.3823, top5_acc: 0.6352, loss_cls: 2.7812, loss: 2.7812, grad_norm: 1.5839 2020-07-18 20:54:47,610 - mmaction - INFO - Epoch [113][900/1253] lr: 1.793e-01, eta: 2 days, 12:15:42, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3883, top5_acc: 0.6354, loss_cls: 2.7515, loss: 2.7515, grad_norm: 1.5629 2020-07-18 20:55:09,048 - mmaction - INFO - Epoch [113][920/1253] lr: 1.793e-01, eta: 2 days, 12:15:11, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3932, top5_acc: 0.6448, loss_cls: 2.7418, loss: 2.7418, grad_norm: 1.5844 2020-07-18 20:55:30,630 - mmaction - INFO - Epoch [113][940/1253] lr: 1.793e-01, eta: 2 days, 12:14:40, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.3740, top5_acc: 0.6234, loss_cls: 2.8417, loss: 2.8417, grad_norm: 1.5890 2020-07-18 20:55:51,797 - mmaction - INFO - Epoch [113][960/1253] lr: 1.793e-01, eta: 2 days, 12:14:08, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3813, top5_acc: 0.6508, loss_cls: 2.7855, loss: 2.7855, grad_norm: 1.6005 2020-07-18 20:56:13,537 - mmaction - INFO - Epoch [113][980/1253] lr: 1.793e-01, eta: 2 days, 12:13:38, time: 1.087, data_time: 0.002, memory: 9059, top1_acc: 0.3977, top5_acc: 0.6349, loss_cls: 2.7813, loss: 2.7813, grad_norm: 1.5709 2020-07-18 20:56:34,853 - mmaction - INFO - Epoch [113][1000/1253] lr: 1.793e-01, eta: 2 days, 12:13:07, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.3844, top5_acc: 0.6380, loss_cls: 2.8037, loss: 2.8037, grad_norm: 1.5618 2020-07-18 20:56:56,419 - mmaction - INFO - Epoch [113][1020/1253] lr: 1.793e-01, eta: 2 days, 12:12:36, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.3799, top5_acc: 0.6401, loss_cls: 2.7767, loss: 2.7767, grad_norm: 1.5549 2020-07-18 20:57:17,729 - mmaction - INFO - Epoch [113][1040/1253] lr: 1.793e-01, eta: 2 days, 12:12:05, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3878, top5_acc: 0.6349, loss_cls: 2.7741, loss: 2.7741, grad_norm: 1.5746 2020-07-18 20:57:39,167 - mmaction - INFO - Epoch [113][1060/1253] lr: 1.793e-01, eta: 2 days, 12:11:34, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3784, top5_acc: 0.6331, loss_cls: 2.8286, loss: 2.8286, grad_norm: 1.5628 2020-07-18 20:58:00,882 - mmaction - INFO - Epoch [113][1080/1253] lr: 1.793e-01, eta: 2 days, 12:11:03, time: 1.085, data_time: 0.003, memory: 9059, top1_acc: 0.3773, top5_acc: 0.6203, loss_cls: 2.8486, loss: 2.8486, grad_norm: 1.5564 2020-07-18 20:58:22,232 - mmaction - INFO - Epoch [113][1100/1253] lr: 1.793e-01, eta: 2 days, 12:10:32, time: 1.069, data_time: 0.004, memory: 9059, top1_acc: 0.3841, top5_acc: 0.6409, loss_cls: 2.7909, loss: 2.7909, grad_norm: 1.5875 2020-07-18 20:58:52,166 - mmaction - INFO - Epoch [113][1120/1253] lr: 1.793e-01, eta: 2 days, 12:10:22, time: 1.493, data_time: 0.001, memory: 9059, top1_acc: 0.3802, top5_acc: 0.6339, loss_cls: 2.7792, loss: 2.7792, grad_norm: 1.5707 2020-07-18 20:59:13,552 - mmaction - INFO - Epoch [113][1140/1253] lr: 1.793e-01, eta: 2 days, 12:09:51, time: 1.073, data_time: 0.005, memory: 9059, top1_acc: 0.3818, top5_acc: 0.6383, loss_cls: 2.7883, loss: 2.7883, grad_norm: 1.5724 2020-07-18 20:59:34,970 - mmaction - INFO - Epoch [113][1160/1253] lr: 1.793e-01, eta: 2 days, 12:09:20, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3935, top5_acc: 0.6438, loss_cls: 2.7486, loss: 2.7486, grad_norm: 1.5586 2020-07-18 20:59:56,296 - mmaction - INFO - Epoch [113][1180/1253] lr: 1.793e-01, eta: 2 days, 12:08:49, time: 1.070, data_time: 0.005, memory: 9059, top1_acc: 0.3839, top5_acc: 0.6333, loss_cls: 2.7813, loss: 2.7813, grad_norm: 1.5725 2020-07-18 21:00:31,386 - mmaction - INFO - Epoch [113][1200/1253] lr: 1.793e-01, eta: 2 days, 12:08:51, time: 1.729, data_time: 0.001, memory: 9059, top1_acc: 0.3839, top5_acc: 0.6318, loss_cls: 2.7645, loss: 2.7645, grad_norm: 1.5616 2020-07-18 21:00:53,109 - mmaction - INFO - Epoch [113][1220/1253] lr: 1.793e-01, eta: 2 days, 12:08:22, time: 1.111, data_time: 0.045, memory: 9059, top1_acc: 0.3833, top5_acc: 0.6297, loss_cls: 2.7953, loss: 2.7953, grad_norm: 1.5929 2020-07-18 21:01:14,374 - mmaction - INFO - Epoch [113][1240/1253] lr: 1.793e-01, eta: 2 days, 12:07:51, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3820, top5_acc: 0.6323, loss_cls: 2.8185, loss: 2.8185, grad_norm: 1.5735 2020-07-18 21:05:14,329 - mmaction - INFO - Epoch [114][20/1253] lr: 1.775e-01, eta: 2 days, 12:14:32, time: 10.789, data_time: 9.483, memory: 9059, top1_acc: 0.3760, top5_acc: 0.6281, loss_cls: 2.8210, loss: 2.8210, grad_norm: 1.5907 2020-07-18 21:05:40,446 - mmaction - INFO - Epoch [114][40/1253] lr: 1.775e-01, eta: 2 days, 12:14:12, time: 1.307, data_time: 0.006, memory: 9059, top1_acc: 0.3896, top5_acc: 0.6440, loss_cls: 2.7500, loss: 2.7500, grad_norm: 1.5763 2020-07-18 21:06:02,033 - mmaction - INFO - Epoch [114][60/1253] lr: 1.775e-01, eta: 2 days, 12:13:42, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.3818, top5_acc: 0.6435, loss_cls: 2.7725, loss: 2.7725, grad_norm: 1.5543 2020-07-18 21:06:23,331 - mmaction - INFO - Epoch [114][80/1253] lr: 1.775e-01, eta: 2 days, 12:13:10, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.3865, top5_acc: 0.6497, loss_cls: 2.7367, loss: 2.7367, grad_norm: 1.5746 2020-07-18 21:06:44,657 - mmaction - INFO - Epoch [114][100/1253] lr: 1.775e-01, eta: 2 days, 12:12:39, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.3901, top5_acc: 0.6409, loss_cls: 2.7526, loss: 2.7526, grad_norm: 1.5849 2020-07-18 21:07:05,981 - mmaction - INFO - Epoch [114][120/1253] lr: 1.775e-01, eta: 2 days, 12:12:07, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.3927, top5_acc: 0.6443, loss_cls: 2.7333, loss: 2.7333, grad_norm: 1.5627 2020-07-18 21:07:27,257 - mmaction - INFO - Epoch [114][140/1253] lr: 1.775e-01, eta: 2 days, 12:11:36, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3862, top5_acc: 0.6435, loss_cls: 2.7262, loss: 2.7262, grad_norm: 1.5993 2020-07-18 21:07:48,486 - mmaction - INFO - Epoch [114][160/1253] lr: 1.775e-01, eta: 2 days, 12:11:04, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3820, top5_acc: 0.6427, loss_cls: 2.7586, loss: 2.7586, grad_norm: 1.5834 2020-07-18 21:08:09,915 - mmaction - INFO - Epoch [114][180/1253] lr: 1.775e-01, eta: 2 days, 12:10:33, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3875, top5_acc: 0.6365, loss_cls: 2.7409, loss: 2.7409, grad_norm: 1.5942 2020-07-18 21:08:31,206 - mmaction - INFO - Epoch [114][200/1253] lr: 1.775e-01, eta: 2 days, 12:10:01, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.3745, top5_acc: 0.6216, loss_cls: 2.8293, loss: 2.8293, grad_norm: 1.5912 2020-07-18 21:08:52,473 - mmaction - INFO - Epoch [114][220/1253] lr: 1.775e-01, eta: 2 days, 12:09:30, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3893, top5_acc: 0.6495, loss_cls: 2.7093, loss: 2.7093, grad_norm: 1.5440 2020-07-18 21:09:13,660 - mmaction - INFO - Epoch [114][240/1253] lr: 1.775e-01, eta: 2 days, 12:08:58, time: 1.061, data_time: 0.003, memory: 9059, top1_acc: 0.3878, top5_acc: 0.6380, loss_cls: 2.7782, loss: 2.7782, grad_norm: 1.5869 2020-07-18 21:09:34,883 - mmaction - INFO - Epoch [114][260/1253] lr: 1.775e-01, eta: 2 days, 12:08:27, time: 1.061, data_time: 0.001, memory: 9059, top1_acc: 0.3805, top5_acc: 0.6339, loss_cls: 2.7749, loss: 2.7749, grad_norm: 1.6060 2020-07-18 21:09:56,367 - mmaction - INFO - Epoch [114][280/1253] lr: 1.775e-01, eta: 2 days, 12:07:56, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.3872, top5_acc: 0.6331, loss_cls: 2.7783, loss: 2.7783, grad_norm: 1.5673 2020-07-18 21:10:17,689 - mmaction - INFO - Epoch [114][300/1253] lr: 1.775e-01, eta: 2 days, 12:07:24, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3724, top5_acc: 0.6354, loss_cls: 2.7906, loss: 2.7906, grad_norm: 1.5844 2020-07-18 21:10:39,048 - mmaction - INFO - Epoch [114][320/1253] lr: 1.775e-01, eta: 2 days, 12:06:53, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3875, top5_acc: 0.6333, loss_cls: 2.7922, loss: 2.7922, grad_norm: 1.6056 2020-07-18 21:11:00,392 - mmaction - INFO - Epoch [114][340/1253] lr: 1.775e-01, eta: 2 days, 12:06:22, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.3875, top5_acc: 0.6339, loss_cls: 2.7623, loss: 2.7623, grad_norm: 1.6180 2020-07-18 21:11:21,889 - mmaction - INFO - Epoch [114][360/1253] lr: 1.775e-01, eta: 2 days, 12:05:51, time: 1.074, data_time: 0.007, memory: 9059, top1_acc: 0.3943, top5_acc: 0.6443, loss_cls: 2.7249, loss: 2.7249, grad_norm: 1.5954 2020-07-18 21:11:43,294 - mmaction - INFO - Epoch [114][380/1253] lr: 1.775e-01, eta: 2 days, 12:05:19, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3956, top5_acc: 0.6424, loss_cls: 2.7297, loss: 2.7297, grad_norm: 1.5567 2020-07-18 21:12:04,742 - mmaction - INFO - Epoch [114][400/1253] lr: 1.775e-01, eta: 2 days, 12:04:48, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3888, top5_acc: 0.6388, loss_cls: 2.7873, loss: 2.7873, grad_norm: 1.6099 2020-07-18 21:12:26,077 - mmaction - INFO - Epoch [114][420/1253] lr: 1.775e-01, eta: 2 days, 12:04:17, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.3911, top5_acc: 0.6443, loss_cls: 2.7333, loss: 2.7333, grad_norm: 1.5750 2020-07-18 21:12:47,439 - mmaction - INFO - Epoch [114][440/1253] lr: 1.775e-01, eta: 2 days, 12:03:46, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3685, top5_acc: 0.6190, loss_cls: 2.8446, loss: 2.8446, grad_norm: 1.6024 2020-07-18 21:13:09,002 - mmaction - INFO - Epoch [114][460/1253] lr: 1.775e-01, eta: 2 days, 12:03:15, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.3906, top5_acc: 0.6393, loss_cls: 2.7673, loss: 2.7673, grad_norm: 1.5472 2020-07-18 21:13:30,274 - mmaction - INFO - Epoch [114][480/1253] lr: 1.775e-01, eta: 2 days, 12:02:44, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3740, top5_acc: 0.6354, loss_cls: 2.7790, loss: 2.7790, grad_norm: 1.6065 2020-07-18 21:13:51,540 - mmaction - INFO - Epoch [114][500/1253] lr: 1.775e-01, eta: 2 days, 12:02:12, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3813, top5_acc: 0.6365, loss_cls: 2.7771, loss: 2.7771, grad_norm: 1.6047 2020-07-18 21:14:12,929 - mmaction - INFO - Epoch [114][520/1253] lr: 1.775e-01, eta: 2 days, 12:01:41, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3911, top5_acc: 0.6339, loss_cls: 2.7797, loss: 2.7797, grad_norm: 1.5570 2020-07-18 21:14:34,126 - mmaction - INFO - Epoch [114][540/1253] lr: 1.775e-01, eta: 2 days, 12:01:09, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.3841, top5_acc: 0.6336, loss_cls: 2.7740, loss: 2.7740, grad_norm: 1.5873 2020-07-18 21:14:55,463 - mmaction - INFO - Epoch [114][560/1253] lr: 1.775e-01, eta: 2 days, 12:00:38, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.3740, top5_acc: 0.6328, loss_cls: 2.7988, loss: 2.7988, grad_norm: 1.5957 2020-07-18 21:15:16,765 - mmaction - INFO - Epoch [114][580/1253] lr: 1.775e-01, eta: 2 days, 12:00:07, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3904, top5_acc: 0.6461, loss_cls: 2.7470, loss: 2.7470, grad_norm: 1.5980 2020-07-18 21:15:38,183 - mmaction - INFO - Epoch [114][600/1253] lr: 1.775e-01, eta: 2 days, 11:59:36, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.3898, top5_acc: 0.6313, loss_cls: 2.7528, loss: 2.7528, grad_norm: 1.6009 2020-07-18 21:15:59,716 - mmaction - INFO - Epoch [114][620/1253] lr: 1.775e-01, eta: 2 days, 11:59:05, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.3828, top5_acc: 0.6357, loss_cls: 2.7889, loss: 2.7889, grad_norm: 1.5862 2020-07-18 21:16:21,016 - mmaction - INFO - Epoch [114][640/1253] lr: 1.775e-01, eta: 2 days, 11:58:34, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3979, top5_acc: 0.6388, loss_cls: 2.7219, loss: 2.7219, grad_norm: 1.5805 2020-07-18 21:16:42,742 - mmaction - INFO - Epoch [114][660/1253] lr: 1.775e-01, eta: 2 days, 11:58:03, time: 1.086, data_time: 0.012, memory: 9059, top1_acc: 0.3935, top5_acc: 0.6424, loss_cls: 2.7445, loss: 2.7445, grad_norm: 1.5661 2020-07-18 21:17:04,169 - mmaction - INFO - Epoch [114][680/1253] lr: 1.775e-01, eta: 2 days, 11:57:32, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3727, top5_acc: 0.6281, loss_cls: 2.8731, loss: 2.8731, grad_norm: 1.5984 2020-07-18 21:17:25,424 - mmaction - INFO - Epoch [114][700/1253] lr: 1.775e-01, eta: 2 days, 11:57:01, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3802, top5_acc: 0.6253, loss_cls: 2.8221, loss: 2.8221, grad_norm: 1.6183 2020-07-18 21:17:46,810 - mmaction - INFO - Epoch [114][720/1253] lr: 1.775e-01, eta: 2 days, 11:56:30, time: 1.071, data_time: 0.003, memory: 9059, top1_acc: 0.3792, top5_acc: 0.6344, loss_cls: 2.8148, loss: 2.8148, grad_norm: 1.6268 2020-07-18 21:18:08,552 - mmaction - INFO - Epoch [114][740/1253] lr: 1.775e-01, eta: 2 days, 11:56:00, time: 1.087, data_time: 0.002, memory: 9059, top1_acc: 0.3823, top5_acc: 0.6271, loss_cls: 2.8007, loss: 2.8007, grad_norm: 1.5583 2020-07-18 21:18:29,989 - mmaction - INFO - Epoch [114][760/1253] lr: 1.775e-01, eta: 2 days, 11:55:29, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3747, top5_acc: 0.6333, loss_cls: 2.7822, loss: 2.7822, grad_norm: 1.5635 2020-07-18 21:18:51,326 - mmaction - INFO - Epoch [114][780/1253] lr: 1.775e-01, eta: 2 days, 11:54:57, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3682, top5_acc: 0.6294, loss_cls: 2.8255, loss: 2.8255, grad_norm: 1.5745 2020-07-18 21:19:12,636 - mmaction - INFO - Epoch [114][800/1253] lr: 1.775e-01, eta: 2 days, 11:54:26, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3813, top5_acc: 0.6354, loss_cls: 2.7653, loss: 2.7653, grad_norm: 1.5999 2020-07-18 21:19:33,906 - mmaction - INFO - Epoch [114][820/1253] lr: 1.775e-01, eta: 2 days, 11:53:55, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3917, top5_acc: 0.6458, loss_cls: 2.7580, loss: 2.7580, grad_norm: 1.6010 2020-07-18 21:19:55,141 - mmaction - INFO - Epoch [114][840/1253] lr: 1.775e-01, eta: 2 days, 11:53:23, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.3857, top5_acc: 0.6518, loss_cls: 2.7207, loss: 2.7207, grad_norm: 1.6082 2020-07-18 21:20:16,494 - mmaction - INFO - Epoch [114][860/1253] lr: 1.775e-01, eta: 2 days, 11:52:52, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3810, top5_acc: 0.6424, loss_cls: 2.7675, loss: 2.7675, grad_norm: 1.6209 2020-07-18 21:20:38,249 - mmaction - INFO - Epoch [114][880/1253] lr: 1.775e-01, eta: 2 days, 11:52:22, time: 1.089, data_time: 0.003, memory: 9059, top1_acc: 0.3789, top5_acc: 0.6310, loss_cls: 2.8498, loss: 2.8498, grad_norm: 1.6234 2020-07-18 21:20:59,800 - mmaction - INFO - Epoch [114][900/1253] lr: 1.775e-01, eta: 2 days, 11:51:51, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.3906, top5_acc: 0.6346, loss_cls: 2.7718, loss: 2.7718, grad_norm: 1.5822 2020-07-18 21:21:21,086 - mmaction - INFO - Epoch [114][920/1253] lr: 1.775e-01, eta: 2 days, 11:51:20, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3831, top5_acc: 0.6271, loss_cls: 2.7994, loss: 2.7994, grad_norm: 1.5707 2020-07-18 21:21:42,627 - mmaction - INFO - Epoch [114][940/1253] lr: 1.775e-01, eta: 2 days, 11:50:49, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.3878, top5_acc: 0.6328, loss_cls: 2.7519, loss: 2.7519, grad_norm: 1.5649 2020-07-18 21:22:04,035 - mmaction - INFO - Epoch [114][960/1253] lr: 1.775e-01, eta: 2 days, 11:50:18, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3799, top5_acc: 0.6224, loss_cls: 2.8147, loss: 2.8147, grad_norm: 1.5799 2020-07-18 21:22:25,655 - mmaction - INFO - Epoch [114][980/1253] lr: 1.775e-01, eta: 2 days, 11:49:48, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.3763, top5_acc: 0.6318, loss_cls: 2.7969, loss: 2.7969, grad_norm: 1.5945 2020-07-18 21:22:47,094 - mmaction - INFO - Epoch [114][1000/1253] lr: 1.775e-01, eta: 2 days, 11:49:17, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3760, top5_acc: 0.6323, loss_cls: 2.8098, loss: 2.8098, grad_norm: 1.5438 2020-07-18 21:23:08,641 - mmaction - INFO - Epoch [114][1020/1253] lr: 1.775e-01, eta: 2 days, 11:48:46, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.3802, top5_acc: 0.6469, loss_cls: 2.7746, loss: 2.7746, grad_norm: 1.6005 2020-07-18 21:23:30,064 - mmaction - INFO - Epoch [114][1040/1253] lr: 1.775e-01, eta: 2 days, 11:48:15, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.3844, top5_acc: 0.6284, loss_cls: 2.8020, loss: 2.8020, grad_norm: 1.5929 2020-07-18 21:23:51,436 - mmaction - INFO - Epoch [114][1060/1253] lr: 1.775e-01, eta: 2 days, 11:47:44, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.3716, top5_acc: 0.6193, loss_cls: 2.8583, loss: 2.8583, grad_norm: 1.5730 2020-07-18 21:24:12,618 - mmaction - INFO - Epoch [114][1080/1253] lr: 1.775e-01, eta: 2 days, 11:47:13, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.3805, top5_acc: 0.6266, loss_cls: 2.8106, loss: 2.8106, grad_norm: 1.5687 2020-07-18 21:24:33,902 - mmaction - INFO - Epoch [114][1100/1253] lr: 1.775e-01, eta: 2 days, 11:46:42, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.3818, top5_acc: 0.6286, loss_cls: 2.7859, loss: 2.7859, grad_norm: 1.5982 2020-07-18 21:24:55,430 - mmaction - INFO - Epoch [114][1120/1253] lr: 1.775e-01, eta: 2 days, 11:46:11, time: 1.076, data_time: 0.001, memory: 9059, top1_acc: 0.3813, top5_acc: 0.6438, loss_cls: 2.7474, loss: 2.7474, grad_norm: 1.5744 2020-07-18 21:25:16,781 - mmaction - INFO - Epoch [114][1140/1253] lr: 1.775e-01, eta: 2 days, 11:45:40, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3781, top5_acc: 0.6268, loss_cls: 2.7952, loss: 2.7952, grad_norm: 1.5657 2020-07-18 21:25:38,311 - mmaction - INFO - Epoch [114][1160/1253] lr: 1.775e-01, eta: 2 days, 11:45:09, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.3878, top5_acc: 0.6469, loss_cls: 2.7394, loss: 2.7394, grad_norm: 1.5325 2020-07-18 21:25:59,655 - mmaction - INFO - Epoch [114][1180/1253] lr: 1.775e-01, eta: 2 days, 11:44:38, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3932, top5_acc: 0.6367, loss_cls: 2.7646, loss: 2.7646, grad_norm: 1.5666 2020-07-18 21:26:21,011 - mmaction - INFO - Epoch [114][1200/1253] lr: 1.775e-01, eta: 2 days, 11:44:07, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.3763, top5_acc: 0.6289, loss_cls: 2.8150, loss: 2.8150, grad_norm: 1.5949 2020-07-18 21:26:42,312 - mmaction - INFO - Epoch [114][1220/1253] lr: 1.775e-01, eta: 2 days, 11:43:36, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3911, top5_acc: 0.6388, loss_cls: 2.7583, loss: 2.7583, grad_norm: 1.5753 2020-07-18 21:27:03,598 - mmaction - INFO - Epoch [114][1240/1253] lr: 1.775e-01, eta: 2 days, 11:43:05, time: 1.066, data_time: 0.004, memory: 9059, top1_acc: 0.3823, top5_acc: 0.6401, loss_cls: 2.7502, loss: 2.7502, grad_norm: 1.5690 2020-07-18 21:30:47,317 - mmaction - INFO - Epoch [115][20/1253] lr: 1.756e-01, eta: 2 days, 11:49:02, time: 10.105, data_time: 8.802, memory: 9059, top1_acc: 0.3828, top5_acc: 0.6378, loss_cls: 2.7817, loss: 2.7817, grad_norm: 1.6057 2020-07-18 21:31:08,708 - mmaction - INFO - Epoch [115][40/1253] lr: 1.756e-01, eta: 2 days, 11:48:31, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3745, top5_acc: 0.6344, loss_cls: 2.7755, loss: 2.7755, grad_norm: 1.5751 2020-07-18 21:31:30,451 - mmaction - INFO - Epoch [115][60/1253] lr: 1.756e-01, eta: 2 days, 11:48:00, time: 1.087, data_time: 0.002, memory: 9059, top1_acc: 0.3781, top5_acc: 0.6268, loss_cls: 2.7893, loss: 2.7893, grad_norm: 1.5920 2020-07-18 21:31:53,354 - mmaction - INFO - Epoch [115][80/1253] lr: 1.756e-01, eta: 2 days, 11:47:33, time: 1.145, data_time: 0.002, memory: 9059, top1_acc: 0.3885, top5_acc: 0.6482, loss_cls: 2.7433, loss: 2.7433, grad_norm: 1.5727 2020-07-18 21:32:15,015 - mmaction - INFO - Epoch [115][100/1253] lr: 1.756e-01, eta: 2 days, 11:47:03, time: 1.083, data_time: 0.003, memory: 9059, top1_acc: 0.3813, top5_acc: 0.6438, loss_cls: 2.7551, loss: 2.7551, grad_norm: 1.5988 2020-07-18 21:32:36,379 - mmaction - INFO - Epoch [115][120/1253] lr: 1.756e-01, eta: 2 days, 11:46:32, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4055, top5_acc: 0.6526, loss_cls: 2.6801, loss: 2.6801, grad_norm: 1.5719 2020-07-18 21:32:57,586 - mmaction - INFO - Epoch [115][140/1253] lr: 1.756e-01, eta: 2 days, 11:46:00, time: 1.061, data_time: 0.003, memory: 9059, top1_acc: 0.3909, top5_acc: 0.6458, loss_cls: 2.7449, loss: 2.7449, grad_norm: 1.6089 2020-07-18 21:33:18,954 - mmaction - INFO - Epoch [115][160/1253] lr: 1.756e-01, eta: 2 days, 11:45:29, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3948, top5_acc: 0.6461, loss_cls: 2.7241, loss: 2.7241, grad_norm: 1.6064 2020-07-18 21:33:40,508 - mmaction - INFO - Epoch [115][180/1253] lr: 1.756e-01, eta: 2 days, 11:44:58, time: 1.081, data_time: 0.005, memory: 9059, top1_acc: 0.3870, top5_acc: 0.6323, loss_cls: 2.7875, loss: 2.7875, grad_norm: 1.5950 2020-07-18 21:34:01,880 - mmaction - INFO - Epoch [115][200/1253] lr: 1.756e-01, eta: 2 days, 11:44:27, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3945, top5_acc: 0.6440, loss_cls: 2.7581, loss: 2.7581, grad_norm: 1.5838 2020-07-18 21:34:23,436 - mmaction - INFO - Epoch [115][220/1253] lr: 1.756e-01, eta: 2 days, 11:43:56, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3956, top5_acc: 0.6503, loss_cls: 2.6802, loss: 2.6802, grad_norm: 1.5827 2020-07-18 21:34:50,070 - mmaction - INFO - Epoch [115][240/1253] lr: 1.756e-01, eta: 2 days, 11:43:38, time: 1.346, data_time: 0.151, memory: 9059, top1_acc: 0.4003, top5_acc: 0.6479, loss_cls: 2.7056, loss: 2.7056, grad_norm: 1.5894 2020-07-18 21:35:11,368 - mmaction - INFO - Epoch [115][260/1253] lr: 1.756e-01, eta: 2 days, 11:43:07, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3724, top5_acc: 0.6208, loss_cls: 2.8431, loss: 2.8431, grad_norm: 1.6134 2020-07-18 21:35:32,598 - mmaction - INFO - Epoch [115][280/1253] lr: 1.756e-01, eta: 2 days, 11:42:35, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3893, top5_acc: 0.6448, loss_cls: 2.7359, loss: 2.7359, grad_norm: 1.5746 2020-07-18 21:35:53,958 - mmaction - INFO - Epoch [115][300/1253] lr: 1.756e-01, eta: 2 days, 11:42:04, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.3849, top5_acc: 0.6466, loss_cls: 2.7486, loss: 2.7486, grad_norm: 1.5834 2020-07-18 21:36:15,460 - mmaction - INFO - Epoch [115][320/1253] lr: 1.756e-01, eta: 2 days, 11:41:34, time: 1.073, data_time: 0.001, memory: 9059, top1_acc: 0.3990, top5_acc: 0.6448, loss_cls: 2.7173, loss: 2.7173, grad_norm: 1.5992 2020-07-18 21:36:37,197 - mmaction - INFO - Epoch [115][340/1253] lr: 1.756e-01, eta: 2 days, 11:41:03, time: 1.087, data_time: 0.007, memory: 9059, top1_acc: 0.3914, top5_acc: 0.6365, loss_cls: 2.7889, loss: 2.7889, grad_norm: 1.6060 2020-07-18 21:36:58,759 - mmaction - INFO - Epoch [115][360/1253] lr: 1.756e-01, eta: 2 days, 11:40:33, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.3901, top5_acc: 0.6385, loss_cls: 2.7263, loss: 2.7263, grad_norm: 1.5896 2020-07-18 21:37:20,121 - mmaction - INFO - Epoch [115][380/1253] lr: 1.756e-01, eta: 2 days, 11:40:02, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3807, top5_acc: 0.6526, loss_cls: 2.7345, loss: 2.7345, grad_norm: 1.6208 2020-07-18 21:37:41,523 - mmaction - INFO - Epoch [115][400/1253] lr: 1.756e-01, eta: 2 days, 11:39:31, time: 1.071, data_time: 0.003, memory: 9059, top1_acc: 0.3846, top5_acc: 0.6271, loss_cls: 2.7578, loss: 2.7578, grad_norm: 1.5785 2020-07-18 21:38:02,906 - mmaction - INFO - Epoch [115][420/1253] lr: 1.756e-01, eta: 2 days, 11:39:00, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.3990, top5_acc: 0.6510, loss_cls: 2.7061, loss: 2.7061, grad_norm: 1.5745 2020-07-18 21:38:24,138 - mmaction - INFO - Epoch [115][440/1253] lr: 1.756e-01, eta: 2 days, 11:38:28, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3779, top5_acc: 0.6268, loss_cls: 2.8437, loss: 2.8437, grad_norm: 1.5992 2020-07-18 21:38:45,348 - mmaction - INFO - Epoch [115][460/1253] lr: 1.756e-01, eta: 2 days, 11:37:57, time: 1.059, data_time: 0.001, memory: 9059, top1_acc: 0.3836, top5_acc: 0.6435, loss_cls: 2.7550, loss: 2.7550, grad_norm: 1.5556 2020-07-18 21:39:14,158 - mmaction - INFO - Epoch [115][480/1253] lr: 1.756e-01, eta: 2 days, 11:37:43, time: 1.427, data_time: 0.002, memory: 9059, top1_acc: 0.3815, top5_acc: 0.6341, loss_cls: 2.7891, loss: 2.7891, grad_norm: 1.5917 2020-07-18 21:39:35,759 - mmaction - INFO - Epoch [115][500/1253] lr: 1.756e-01, eta: 2 days, 11:37:13, time: 1.094, data_time: 0.016, memory: 9059, top1_acc: 0.3784, top5_acc: 0.6294, loss_cls: 2.8075, loss: 2.8075, grad_norm: 1.5880 2020-07-18 21:39:57,146 - mmaction - INFO - Epoch [115][520/1253] lr: 1.756e-01, eta: 2 days, 11:36:42, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.3758, top5_acc: 0.6422, loss_cls: 2.7576, loss: 2.7576, grad_norm: 1.5992 2020-07-18 21:40:18,427 - mmaction - INFO - Epoch [115][540/1253] lr: 1.756e-01, eta: 2 days, 11:36:11, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3833, top5_acc: 0.6396, loss_cls: 2.7629, loss: 2.7629, grad_norm: 1.6066 2020-07-18 21:40:40,278 - mmaction - INFO - Epoch [115][560/1253] lr: 1.756e-01, eta: 2 days, 11:35:41, time: 1.093, data_time: 0.002, memory: 9059, top1_acc: 0.3854, top5_acc: 0.6336, loss_cls: 2.7649, loss: 2.7649, grad_norm: 1.5522 2020-07-18 21:41:01,596 - mmaction - INFO - Epoch [115][580/1253] lr: 1.756e-01, eta: 2 days, 11:35:10, time: 1.065, data_time: 0.009, memory: 9059, top1_acc: 0.3849, top5_acc: 0.6359, loss_cls: 2.7685, loss: 2.7685, grad_norm: 1.5933 2020-07-18 21:41:22,771 - mmaction - INFO - Epoch [115][600/1253] lr: 1.756e-01, eta: 2 days, 11:34:39, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3888, top5_acc: 0.6451, loss_cls: 2.7798, loss: 2.7798, grad_norm: 1.5832 2020-07-18 21:41:44,199 - mmaction - INFO - Epoch [115][620/1253] lr: 1.756e-01, eta: 2 days, 11:34:08, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.3794, top5_acc: 0.6240, loss_cls: 2.8219, loss: 2.8219, grad_norm: 1.5869 2020-07-18 21:42:05,493 - mmaction - INFO - Epoch [115][640/1253] lr: 1.756e-01, eta: 2 days, 11:33:37, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3818, top5_acc: 0.6344, loss_cls: 2.8034, loss: 2.8034, grad_norm: 1.5813 2020-07-18 21:42:26,791 - mmaction - INFO - Epoch [115][660/1253] lr: 1.756e-01, eta: 2 days, 11:33:05, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4044, top5_acc: 0.6427, loss_cls: 2.7242, loss: 2.7242, grad_norm: 1.6011 2020-07-18 21:42:48,348 - mmaction - INFO - Epoch [115][680/1253] lr: 1.756e-01, eta: 2 days, 11:32:35, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.3943, top5_acc: 0.6409, loss_cls: 2.7363, loss: 2.7363, grad_norm: 1.5832 2020-07-18 21:43:09,667 - mmaction - INFO - Epoch [115][700/1253] lr: 1.756e-01, eta: 2 days, 11:32:04, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.3857, top5_acc: 0.6299, loss_cls: 2.8007, loss: 2.8007, grad_norm: 1.5842 2020-07-18 21:43:31,148 - mmaction - INFO - Epoch [115][720/1253] lr: 1.756e-01, eta: 2 days, 11:31:33, time: 1.076, data_time: 0.005, memory: 9059, top1_acc: 0.3818, top5_acc: 0.6341, loss_cls: 2.7686, loss: 2.7686, grad_norm: 1.5993 2020-07-18 21:43:52,606 - mmaction - INFO - Epoch [115][740/1253] lr: 1.756e-01, eta: 2 days, 11:31:02, time: 1.073, data_time: 0.003, memory: 9059, top1_acc: 0.3823, top5_acc: 0.6276, loss_cls: 2.8381, loss: 2.8381, grad_norm: 1.6015 2020-07-18 21:44:14,414 - mmaction - INFO - Epoch [115][760/1253] lr: 1.756e-01, eta: 2 days, 11:30:32, time: 1.092, data_time: 0.003, memory: 9059, top1_acc: 0.3805, top5_acc: 0.6328, loss_cls: 2.8070, loss: 2.8070, grad_norm: 1.5605 2020-07-18 21:44:35,513 - mmaction - INFO - Epoch [115][780/1253] lr: 1.756e-01, eta: 2 days, 11:30:01, time: 1.054, data_time: 0.002, memory: 9059, top1_acc: 0.3745, top5_acc: 0.6398, loss_cls: 2.7780, loss: 2.7780, grad_norm: 1.6153 2020-07-18 21:44:56,913 - mmaction - INFO - Epoch [115][800/1253] lr: 1.756e-01, eta: 2 days, 11:29:30, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4013, top5_acc: 0.6469, loss_cls: 2.7325, loss: 2.7325, grad_norm: 1.6073 2020-07-18 21:45:18,260 - mmaction - INFO - Epoch [115][820/1253] lr: 1.756e-01, eta: 2 days, 11:28:59, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.3888, top5_acc: 0.6440, loss_cls: 2.7374, loss: 2.7374, grad_norm: 1.6171 2020-07-18 21:45:39,572 - mmaction - INFO - Epoch [115][840/1253] lr: 1.756e-01, eta: 2 days, 11:28:28, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.3815, top5_acc: 0.6281, loss_cls: 2.8001, loss: 2.8001, grad_norm: 1.5853 2020-07-18 21:46:00,973 - mmaction - INFO - Epoch [115][860/1253] lr: 1.756e-01, eta: 2 days, 11:27:57, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3805, top5_acc: 0.6206, loss_cls: 2.8259, loss: 2.8259, grad_norm: 1.5965 2020-07-18 21:46:22,206 - mmaction - INFO - Epoch [115][880/1253] lr: 1.756e-01, eta: 2 days, 11:27:25, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.3833, top5_acc: 0.6385, loss_cls: 2.7718, loss: 2.7718, grad_norm: 1.5887 2020-07-18 21:46:43,533 - mmaction - INFO - Epoch [115][900/1253] lr: 1.756e-01, eta: 2 days, 11:26:54, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.3813, top5_acc: 0.6352, loss_cls: 2.7838, loss: 2.7838, grad_norm: 1.5646 2020-07-18 21:47:04,647 - mmaction - INFO - Epoch [115][920/1253] lr: 1.756e-01, eta: 2 days, 11:26:23, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.3896, top5_acc: 0.6357, loss_cls: 2.7714, loss: 2.7714, grad_norm: 1.5727 2020-07-18 21:47:26,125 - mmaction - INFO - Epoch [115][940/1253] lr: 1.756e-01, eta: 2 days, 11:25:52, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3951, top5_acc: 0.6461, loss_cls: 2.7510, loss: 2.7510, grad_norm: 1.5877 2020-07-18 21:47:49,337 - mmaction - INFO - Epoch [115][960/1253] lr: 1.756e-01, eta: 2 days, 11:25:26, time: 1.159, data_time: 0.003, memory: 9059, top1_acc: 0.3802, top5_acc: 0.6378, loss_cls: 2.7762, loss: 2.7762, grad_norm: 1.6057 2020-07-18 21:48:11,135 - mmaction - INFO - Epoch [115][980/1253] lr: 1.756e-01, eta: 2 days, 11:24:56, time: 1.092, data_time: 0.005, memory: 9059, top1_acc: 0.3768, top5_acc: 0.6344, loss_cls: 2.7850, loss: 2.7850, grad_norm: 1.5904 2020-07-18 21:48:32,604 - mmaction - INFO - Epoch [115][1000/1253] lr: 1.756e-01, eta: 2 days, 11:24:25, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.3789, top5_acc: 0.6328, loss_cls: 2.7911, loss: 2.7911, grad_norm: 1.5834 2020-07-18 21:48:53,860 - mmaction - INFO - Epoch [115][1020/1253] lr: 1.756e-01, eta: 2 days, 11:23:54, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3974, top5_acc: 0.6411, loss_cls: 2.7108, loss: 2.7108, grad_norm: 1.5650 2020-07-18 21:49:15,273 - mmaction - INFO - Epoch [115][1040/1253] lr: 1.756e-01, eta: 2 days, 11:23:23, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3781, top5_acc: 0.6456, loss_cls: 2.7563, loss: 2.7563, grad_norm: 1.6305 2020-07-18 21:49:36,619 - mmaction - INFO - Epoch [115][1060/1253] lr: 1.756e-01, eta: 2 days, 11:22:52, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.3815, top5_acc: 0.6388, loss_cls: 2.7598, loss: 2.7598, grad_norm: 1.5872 2020-07-18 21:49:57,795 - mmaction - INFO - Epoch [115][1080/1253] lr: 1.756e-01, eta: 2 days, 11:22:21, time: 1.059, data_time: 0.001, memory: 9059, top1_acc: 0.3802, top5_acc: 0.6260, loss_cls: 2.8220, loss: 2.8220, grad_norm: 1.5942 2020-07-18 21:50:19,324 - mmaction - INFO - Epoch [115][1100/1253] lr: 1.756e-01, eta: 2 days, 11:21:50, time: 1.076, data_time: 0.008, memory: 9059, top1_acc: 0.3898, top5_acc: 0.6313, loss_cls: 2.7717, loss: 2.7717, grad_norm: 1.5548 2020-07-18 21:50:42,997 - mmaction - INFO - Epoch [115][1120/1253] lr: 1.756e-01, eta: 2 days, 11:21:25, time: 1.183, data_time: 0.002, memory: 9059, top1_acc: 0.3768, top5_acc: 0.6237, loss_cls: 2.8334, loss: 2.8334, grad_norm: 1.5954 2020-07-18 21:51:04,376 - mmaction - INFO - Epoch [115][1140/1253] lr: 1.756e-01, eta: 2 days, 11:20:54, time: 1.069, data_time: 0.005, memory: 9059, top1_acc: 0.3695, top5_acc: 0.6286, loss_cls: 2.8204, loss: 2.8204, grad_norm: 1.5716 2020-07-18 21:51:25,828 - mmaction - INFO - Epoch [115][1160/1253] lr: 1.756e-01, eta: 2 days, 11:20:23, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3753, top5_acc: 0.6201, loss_cls: 2.8235, loss: 2.8235, grad_norm: 1.6190 2020-07-18 21:51:47,329 - mmaction - INFO - Epoch [115][1180/1253] lr: 1.756e-01, eta: 2 days, 11:19:53, time: 1.076, data_time: 0.003, memory: 9059, top1_acc: 0.3716, top5_acc: 0.6367, loss_cls: 2.7931, loss: 2.7931, grad_norm: 1.5916 2020-07-18 21:52:08,768 - mmaction - INFO - Epoch [115][1200/1253] lr: 1.756e-01, eta: 2 days, 11:19:22, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3792, top5_acc: 0.6299, loss_cls: 2.8227, loss: 2.8227, grad_norm: 1.6246 2020-07-18 21:52:30,074 - mmaction - INFO - Epoch [115][1220/1253] lr: 1.756e-01, eta: 2 days, 11:18:51, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3802, top5_acc: 0.6255, loss_cls: 2.8259, loss: 2.8259, grad_norm: 1.5858 2020-07-18 21:52:51,300 - mmaction - INFO - Epoch [115][1240/1253] lr: 1.756e-01, eta: 2 days, 11:18:20, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3807, top5_acc: 0.6333, loss_cls: 2.7699, loss: 2.7699, grad_norm: 1.5964 2020-07-18 21:56:12,637 - mmaction - INFO - Epoch [116][20/1253] lr: 1.738e-01, eta: 2 days, 11:23:18, time: 9.060, data_time: 7.600, memory: 9059, top1_acc: 0.3841, top5_acc: 0.6375, loss_cls: 2.7864, loss: 2.7864, grad_norm: 1.5745 2020-07-18 21:56:33,997 - mmaction - INFO - Epoch [116][40/1253] lr: 1.738e-01, eta: 2 days, 11:22:47, time: 1.073, data_time: 0.007, memory: 9059, top1_acc: 0.3878, top5_acc: 0.6453, loss_cls: 2.7431, loss: 2.7431, grad_norm: 1.6092 2020-07-18 21:56:55,319 - mmaction - INFO - Epoch [116][60/1253] lr: 1.738e-01, eta: 2 days, 11:22:16, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4000, top5_acc: 0.6417, loss_cls: 2.7330, loss: 2.7330, grad_norm: 1.6055 2020-07-18 21:57:16,442 - mmaction - INFO - Epoch [116][80/1253] lr: 1.738e-01, eta: 2 days, 11:21:44, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.3872, top5_acc: 0.6357, loss_cls: 2.7822, loss: 2.7822, grad_norm: 1.5841 2020-07-18 21:57:37,818 - mmaction - INFO - Epoch [116][100/1253] lr: 1.738e-01, eta: 2 days, 11:21:13, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3919, top5_acc: 0.6417, loss_cls: 2.7508, loss: 2.7508, grad_norm: 1.6065 2020-07-18 21:57:59,291 - mmaction - INFO - Epoch [116][120/1253] lr: 1.738e-01, eta: 2 days, 11:20:43, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3880, top5_acc: 0.6466, loss_cls: 2.7390, loss: 2.7390, grad_norm: 1.6257 2020-07-18 21:58:20,620 - mmaction - INFO - Epoch [116][140/1253] lr: 1.738e-01, eta: 2 days, 11:20:12, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.3818, top5_acc: 0.6344, loss_cls: 2.7640, loss: 2.7640, grad_norm: 1.5975 2020-07-18 21:58:41,910 - mmaction - INFO - Epoch [116][160/1253] lr: 1.738e-01, eta: 2 days, 11:19:40, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3818, top5_acc: 0.6328, loss_cls: 2.7786, loss: 2.7786, grad_norm: 1.6274 2020-07-18 21:59:03,185 - mmaction - INFO - Epoch [116][180/1253] lr: 1.738e-01, eta: 2 days, 11:19:09, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3971, top5_acc: 0.6422, loss_cls: 2.7533, loss: 2.7533, grad_norm: 1.5166 2020-07-18 21:59:24,462 - mmaction - INFO - Epoch [116][200/1253] lr: 1.738e-01, eta: 2 days, 11:18:38, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3919, top5_acc: 0.6424, loss_cls: 2.7591, loss: 2.7591, grad_norm: 1.6102 2020-07-18 21:59:45,669 - mmaction - INFO - Epoch [116][220/1253] lr: 1.738e-01, eta: 2 days, 11:18:07, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3852, top5_acc: 0.6479, loss_cls: 2.7223, loss: 2.7223, grad_norm: 1.5853 2020-07-18 22:00:15,026 - mmaction - INFO - Epoch [116][240/1253] lr: 1.738e-01, eta: 2 days, 11:17:54, time: 1.449, data_time: 0.006, memory: 9059, top1_acc: 0.3745, top5_acc: 0.6320, loss_cls: 2.8014, loss: 2.8014, grad_norm: 1.5952 2020-07-18 22:00:36,630 - mmaction - INFO - Epoch [116][260/1253] lr: 1.738e-01, eta: 2 days, 11:17:25, time: 1.098, data_time: 0.026, memory: 9059, top1_acc: 0.3703, top5_acc: 0.6211, loss_cls: 2.8493, loss: 2.8493, grad_norm: 1.5926 2020-07-18 22:00:58,366 - mmaction - INFO - Epoch [116][280/1253] lr: 1.738e-01, eta: 2 days, 11:16:54, time: 1.085, data_time: 0.002, memory: 9059, top1_acc: 0.3995, top5_acc: 0.6443, loss_cls: 2.7372, loss: 2.7372, grad_norm: 1.5558 2020-07-18 22:01:19,682 - mmaction - INFO - Epoch [116][300/1253] lr: 1.738e-01, eta: 2 days, 11:16:23, time: 1.068, data_time: 0.004, memory: 9059, top1_acc: 0.3844, top5_acc: 0.6419, loss_cls: 2.7435, loss: 2.7435, grad_norm: 1.5899 2020-07-18 22:01:40,939 - mmaction - INFO - Epoch [116][320/1253] lr: 1.738e-01, eta: 2 days, 11:15:52, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3982, top5_acc: 0.6432, loss_cls: 2.7306, loss: 2.7306, grad_norm: 1.5915 2020-07-18 22:02:02,188 - mmaction - INFO - Epoch [116][340/1253] lr: 1.738e-01, eta: 2 days, 11:15:21, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3870, top5_acc: 0.6417, loss_cls: 2.7415, loss: 2.7415, grad_norm: 1.6050 2020-07-18 22:02:23,704 - mmaction - INFO - Epoch [116][360/1253] lr: 1.738e-01, eta: 2 days, 11:14:51, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.4005, top5_acc: 0.6430, loss_cls: 2.7224, loss: 2.7224, grad_norm: 1.5889 2020-07-18 22:02:45,147 - mmaction - INFO - Epoch [116][380/1253] lr: 1.738e-01, eta: 2 days, 11:14:20, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3865, top5_acc: 0.6495, loss_cls: 2.7076, loss: 2.7076, grad_norm: 1.6058 2020-07-18 22:03:06,532 - mmaction - INFO - Epoch [116][400/1253] lr: 1.738e-01, eta: 2 days, 11:13:49, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3888, top5_acc: 0.6383, loss_cls: 2.7468, loss: 2.7468, grad_norm: 1.6110 2020-07-18 22:03:28,178 - mmaction - INFO - Epoch [116][420/1253] lr: 1.738e-01, eta: 2 days, 11:13:19, time: 1.081, data_time: 0.001, memory: 9059, top1_acc: 0.3781, top5_acc: 0.6367, loss_cls: 2.7880, loss: 2.7880, grad_norm: 1.6072 2020-07-18 22:03:49,499 - mmaction - INFO - Epoch [116][440/1253] lr: 1.738e-01, eta: 2 days, 11:12:48, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3901, top5_acc: 0.6440, loss_cls: 2.7478, loss: 2.7478, grad_norm: 1.6114 2020-07-18 22:04:10,809 - mmaction - INFO - Epoch [116][460/1253] lr: 1.738e-01, eta: 2 days, 11:12:17, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.3844, top5_acc: 0.6549, loss_cls: 2.7015, loss: 2.7015, grad_norm: 1.5826 2020-07-18 22:04:32,055 - mmaction - INFO - Epoch [116][480/1253] lr: 1.738e-01, eta: 2 days, 11:11:46, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3747, top5_acc: 0.6286, loss_cls: 2.7996, loss: 2.7996, grad_norm: 1.5863 2020-07-18 22:04:53,372 - mmaction - INFO - Epoch [116][500/1253] lr: 1.738e-01, eta: 2 days, 11:11:15, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3711, top5_acc: 0.6318, loss_cls: 2.8298, loss: 2.8298, grad_norm: 1.6229 2020-07-18 22:05:14,608 - mmaction - INFO - Epoch [116][520/1253] lr: 1.738e-01, eta: 2 days, 11:10:43, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3771, top5_acc: 0.6367, loss_cls: 2.7837, loss: 2.7837, grad_norm: 1.6205 2020-07-18 22:05:36,004 - mmaction - INFO - Epoch [116][540/1253] lr: 1.738e-01, eta: 2 days, 11:10:13, time: 1.070, data_time: 0.005, memory: 9059, top1_acc: 0.3826, top5_acc: 0.6326, loss_cls: 2.8069, loss: 2.8069, grad_norm: 1.5884 2020-07-18 22:05:57,356 - mmaction - INFO - Epoch [116][560/1253] lr: 1.738e-01, eta: 2 days, 11:09:42, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3693, top5_acc: 0.6169, loss_cls: 2.8667, loss: 2.8667, grad_norm: 1.5819 2020-07-18 22:06:18,609 - mmaction - INFO - Epoch [116][580/1253] lr: 1.738e-01, eta: 2 days, 11:09:11, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3927, top5_acc: 0.6451, loss_cls: 2.7381, loss: 2.7381, grad_norm: 1.5618 2020-07-18 22:06:40,200 - mmaction - INFO - Epoch [116][600/1253] lr: 1.738e-01, eta: 2 days, 11:08:40, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.3878, top5_acc: 0.6396, loss_cls: 2.7975, loss: 2.7975, grad_norm: 1.6115 2020-07-18 22:07:01,413 - mmaction - INFO - Epoch [116][620/1253] lr: 1.738e-01, eta: 2 days, 11:08:09, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3661, top5_acc: 0.6260, loss_cls: 2.7985, loss: 2.7985, grad_norm: 1.5815 2020-07-18 22:07:22,781 - mmaction - INFO - Epoch [116][640/1253] lr: 1.738e-01, eta: 2 days, 11:07:38, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3898, top5_acc: 0.6432, loss_cls: 2.7583, loss: 2.7583, grad_norm: 1.5969 2020-07-18 22:07:44,360 - mmaction - INFO - Epoch [116][660/1253] lr: 1.738e-01, eta: 2 days, 11:07:08, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.3880, top5_acc: 0.6313, loss_cls: 2.7756, loss: 2.7756, grad_norm: 1.6474 2020-07-18 22:08:05,796 - mmaction - INFO - Epoch [116][680/1253] lr: 1.738e-01, eta: 2 days, 11:06:37, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4003, top5_acc: 0.6417, loss_cls: 2.7551, loss: 2.7551, grad_norm: 1.6029 2020-07-18 22:08:27,315 - mmaction - INFO - Epoch [116][700/1253] lr: 1.738e-01, eta: 2 days, 11:06:07, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.3807, top5_acc: 0.6484, loss_cls: 2.7500, loss: 2.7500, grad_norm: 1.6325 2020-07-18 22:08:48,685 - mmaction - INFO - Epoch [116][720/1253] lr: 1.738e-01, eta: 2 days, 11:05:36, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.3878, top5_acc: 0.6393, loss_cls: 2.7650, loss: 2.7650, grad_norm: 1.6165 2020-07-18 22:09:10,328 - mmaction - INFO - Epoch [116][740/1253] lr: 1.738e-01, eta: 2 days, 11:05:06, time: 1.082, data_time: 0.001, memory: 9059, top1_acc: 0.4000, top5_acc: 0.6448, loss_cls: 2.7310, loss: 2.7310, grad_norm: 1.5810 2020-07-18 22:09:32,158 - mmaction - INFO - Epoch [116][760/1253] lr: 1.738e-01, eta: 2 days, 11:04:36, time: 1.092, data_time: 0.002, memory: 9059, top1_acc: 0.3943, top5_acc: 0.6385, loss_cls: 2.7469, loss: 2.7469, grad_norm: 1.5958 2020-07-18 22:09:53,457 - mmaction - INFO - Epoch [116][780/1253] lr: 1.738e-01, eta: 2 days, 11:04:05, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3846, top5_acc: 0.6365, loss_cls: 2.7877, loss: 2.7877, grad_norm: 1.6078 2020-07-18 22:10:14,826 - mmaction - INFO - Epoch [116][800/1253] lr: 1.738e-01, eta: 2 days, 11:03:34, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3862, top5_acc: 0.6417, loss_cls: 2.7761, loss: 2.7761, grad_norm: 1.5916 2020-07-18 22:10:35,985 - mmaction - INFO - Epoch [116][820/1253] lr: 1.738e-01, eta: 2 days, 11:03:03, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.3841, top5_acc: 0.6497, loss_cls: 2.7475, loss: 2.7475, grad_norm: 1.5939 2020-07-18 22:10:57,667 - mmaction - INFO - Epoch [116][840/1253] lr: 1.738e-01, eta: 2 days, 11:02:33, time: 1.084, data_time: 0.010, memory: 9059, top1_acc: 0.3854, top5_acc: 0.6320, loss_cls: 2.7666, loss: 2.7666, grad_norm: 1.5974 2020-07-18 22:11:19,057 - mmaction - INFO - Epoch [116][860/1253] lr: 1.738e-01, eta: 2 days, 11:02:02, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3865, top5_acc: 0.6474, loss_cls: 2.7213, loss: 2.7213, grad_norm: 1.5805 2020-07-18 22:11:40,658 - mmaction - INFO - Epoch [116][880/1253] lr: 1.738e-01, eta: 2 days, 11:01:32, time: 1.082, data_time: 0.003, memory: 9059, top1_acc: 0.3802, top5_acc: 0.6503, loss_cls: 2.7200, loss: 2.7200, grad_norm: 1.6209 2020-07-18 22:12:02,185 - mmaction - INFO - Epoch [116][900/1253] lr: 1.738e-01, eta: 2 days, 11:01:02, time: 1.076, data_time: 0.001, memory: 9059, top1_acc: 0.3917, top5_acc: 0.6432, loss_cls: 2.7532, loss: 2.7532, grad_norm: 1.5681 2020-07-18 22:12:23,436 - mmaction - INFO - Epoch [116][920/1253] lr: 1.738e-01, eta: 2 days, 11:00:31, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3846, top5_acc: 0.6414, loss_cls: 2.7720, loss: 2.7720, grad_norm: 1.5771 2020-07-18 22:12:44,785 - mmaction - INFO - Epoch [116][940/1253] lr: 1.738e-01, eta: 2 days, 11:00:00, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.4021, top5_acc: 0.6427, loss_cls: 2.7229, loss: 2.7229, grad_norm: 1.6264 2020-07-18 22:13:05,980 - mmaction - INFO - Epoch [116][960/1253] lr: 1.738e-01, eta: 2 days, 10:59:29, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3766, top5_acc: 0.6346, loss_cls: 2.7924, loss: 2.7924, grad_norm: 1.5806 2020-07-18 22:13:27,405 - mmaction - INFO - Epoch [116][980/1253] lr: 1.738e-01, eta: 2 days, 10:58:58, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3893, top5_acc: 0.6328, loss_cls: 2.7917, loss: 2.7917, grad_norm: 1.6206 2020-07-18 22:13:49,050 - mmaction - INFO - Epoch [116][1000/1253] lr: 1.738e-01, eta: 2 days, 10:58:28, time: 1.082, data_time: 0.002, memory: 9059, top1_acc: 0.3820, top5_acc: 0.6323, loss_cls: 2.7916, loss: 2.7916, grad_norm: 1.5699 2020-07-18 22:14:10,493 - mmaction - INFO - Epoch [116][1020/1253] lr: 1.738e-01, eta: 2 days, 10:57:57, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3747, top5_acc: 0.6349, loss_cls: 2.7769, loss: 2.7769, grad_norm: 1.5660 2020-07-18 22:14:32,044 - mmaction - INFO - Epoch [116][1040/1253] lr: 1.738e-01, eta: 2 days, 10:57:27, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.3862, top5_acc: 0.6297, loss_cls: 2.7918, loss: 2.7918, grad_norm: 1.6034 2020-07-18 22:14:53,282 - mmaction - INFO - Epoch [116][1060/1253] lr: 1.738e-01, eta: 2 days, 10:56:56, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3917, top5_acc: 0.6359, loss_cls: 2.7688, loss: 2.7688, grad_norm: 1.5835 2020-07-18 22:15:14,511 - mmaction - INFO - Epoch [116][1080/1253] lr: 1.738e-01, eta: 2 days, 10:56:25, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.3823, top5_acc: 0.6297, loss_cls: 2.8266, loss: 2.8266, grad_norm: 1.5868 2020-07-18 22:15:35,843 - mmaction - INFO - Epoch [116][1100/1253] lr: 1.738e-01, eta: 2 days, 10:55:54, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3904, top5_acc: 0.6279, loss_cls: 2.7924, loss: 2.7924, grad_norm: 1.6029 2020-07-18 22:15:57,488 - mmaction - INFO - Epoch [116][1120/1253] lr: 1.738e-01, eta: 2 days, 10:55:24, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.3932, top5_acc: 0.6391, loss_cls: 2.7655, loss: 2.7655, grad_norm: 1.6138 2020-07-18 22:16:19,015 - mmaction - INFO - Epoch [116][1140/1253] lr: 1.738e-01, eta: 2 days, 10:54:54, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.3826, top5_acc: 0.6378, loss_cls: 2.7613, loss: 2.7613, grad_norm: 1.5905 2020-07-18 22:16:40,463 - mmaction - INFO - Epoch [116][1160/1253] lr: 1.738e-01, eta: 2 days, 10:54:23, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3836, top5_acc: 0.6349, loss_cls: 2.7445, loss: 2.7445, grad_norm: 1.6292 2020-07-18 22:17:02,048 - mmaction - INFO - Epoch [116][1180/1253] lr: 1.738e-01, eta: 2 days, 10:53:53, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.3776, top5_acc: 0.6333, loss_cls: 2.7863, loss: 2.7863, grad_norm: 1.5954 2020-07-18 22:17:23,428 - mmaction - INFO - Epoch [116][1200/1253] lr: 1.738e-01, eta: 2 days, 10:53:22, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.3799, top5_acc: 0.6323, loss_cls: 2.7879, loss: 2.7879, grad_norm: 1.5795 2020-07-18 22:17:45,623 - mmaction - INFO - Epoch [116][1220/1253] lr: 1.738e-01, eta: 2 days, 10:52:54, time: 1.110, data_time: 0.002, memory: 9059, top1_acc: 0.3885, top5_acc: 0.6427, loss_cls: 2.7651, loss: 2.7651, grad_norm: 1.5896 2020-07-18 22:18:07,041 - mmaction - INFO - Epoch [116][1240/1253] lr: 1.738e-01, eta: 2 days, 10:52:23, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3786, top5_acc: 0.6307, loss_cls: 2.8195, loss: 2.8195, grad_norm: 1.5888 2020-07-18 22:18:40,108 - mmaction - INFO - Saving checkpoint at 116 epochs 2020-07-18 22:22:15,265 - mmaction - INFO - Epoch [117][20/1253] lr: 1.720e-01, eta: 2 days, 10:58:25, time: 10.619, data_time: 9.362, memory: 9059, top1_acc: 0.3956, top5_acc: 0.6492, loss_cls: 2.7511, loss: 2.7511, grad_norm: 1.5823 2020-07-18 22:22:36,481 - mmaction - INFO - Epoch [117][40/1253] lr: 1.720e-01, eta: 2 days, 10:57:54, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.3875, top5_acc: 0.6477, loss_cls: 2.7007, loss: 2.7007, grad_norm: 1.5714 2020-07-18 22:22:57,841 - mmaction - INFO - Epoch [117][60/1253] lr: 1.720e-01, eta: 2 days, 10:57:23, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3820, top5_acc: 0.6385, loss_cls: 2.7685, loss: 2.7685, grad_norm: 1.6044 2020-07-18 22:23:19,306 - mmaction - INFO - Epoch [117][80/1253] lr: 1.720e-01, eta: 2 days, 10:56:53, time: 1.075, data_time: 0.003, memory: 9059, top1_acc: 0.3930, top5_acc: 0.6487, loss_cls: 2.7174, loss: 2.7174, grad_norm: 1.6329 2020-07-18 22:23:40,961 - mmaction - INFO - Epoch [117][100/1253] lr: 1.720e-01, eta: 2 days, 10:56:23, time: 1.081, data_time: 0.001, memory: 9059, top1_acc: 0.3961, top5_acc: 0.6424, loss_cls: 2.7228, loss: 2.7228, grad_norm: 1.6130 2020-07-18 22:24:02,180 - mmaction - INFO - Epoch [117][120/1253] lr: 1.720e-01, eta: 2 days, 10:55:52, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3909, top5_acc: 0.6451, loss_cls: 2.7553, loss: 2.7553, grad_norm: 1.6089 2020-07-18 22:24:23,522 - mmaction - INFO - Epoch [117][140/1253] lr: 1.720e-01, eta: 2 days, 10:55:21, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3924, top5_acc: 0.6477, loss_cls: 2.7386, loss: 2.7386, grad_norm: 1.6604 2020-07-18 22:24:44,875 - mmaction - INFO - Epoch [117][160/1253] lr: 1.720e-01, eta: 2 days, 10:54:50, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3990, top5_acc: 0.6422, loss_cls: 2.7310, loss: 2.7310, grad_norm: 1.5992 2020-07-18 22:25:06,302 - mmaction - INFO - Epoch [117][180/1253] lr: 1.720e-01, eta: 2 days, 10:54:19, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3875, top5_acc: 0.6487, loss_cls: 2.7341, loss: 2.7341, grad_norm: 1.6196 2020-07-18 22:25:27,497 - mmaction - INFO - Epoch [117][200/1253] lr: 1.720e-01, eta: 2 days, 10:53:48, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3872, top5_acc: 0.6396, loss_cls: 2.7583, loss: 2.7583, grad_norm: 1.5949 2020-07-18 22:25:49,064 - mmaction - INFO - Epoch [117][220/1253] lr: 1.720e-01, eta: 2 days, 10:53:18, time: 1.079, data_time: 0.003, memory: 9059, top1_acc: 0.3919, top5_acc: 0.6438, loss_cls: 2.7414, loss: 2.7414, grad_norm: 1.5714 2020-07-18 22:26:10,418 - mmaction - INFO - Epoch [117][240/1253] lr: 1.720e-01, eta: 2 days, 10:52:47, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.3857, top5_acc: 0.6391, loss_cls: 2.7846, loss: 2.7846, grad_norm: 1.6185 2020-07-18 22:26:31,818 - mmaction - INFO - Epoch [117][260/1253] lr: 1.720e-01, eta: 2 days, 10:52:16, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.3992, top5_acc: 0.6458, loss_cls: 2.7127, loss: 2.7127, grad_norm: 1.5903 2020-07-18 22:26:53,180 - mmaction - INFO - Epoch [117][280/1253] lr: 1.720e-01, eta: 2 days, 10:51:45, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.3880, top5_acc: 0.6297, loss_cls: 2.7641, loss: 2.7641, grad_norm: 1.6126 2020-07-18 22:27:14,604 - mmaction - INFO - Epoch [117][300/1253] lr: 1.720e-01, eta: 2 days, 10:51:15, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3935, top5_acc: 0.6458, loss_cls: 2.7295, loss: 2.7295, grad_norm: 1.5905 2020-07-18 22:27:35,868 - mmaction - INFO - Epoch [117][320/1253] lr: 1.720e-01, eta: 2 days, 10:50:44, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4018, top5_acc: 0.6477, loss_cls: 2.7156, loss: 2.7156, grad_norm: 1.5859 2020-07-18 22:27:57,292 - mmaction - INFO - Epoch [117][340/1253] lr: 1.720e-01, eta: 2 days, 10:50:13, time: 1.070, data_time: 0.001, memory: 9059, top1_acc: 0.3953, top5_acc: 0.6508, loss_cls: 2.7154, loss: 2.7154, grad_norm: 1.5966 2020-07-18 22:28:18,846 - mmaction - INFO - Epoch [117][360/1253] lr: 1.720e-01, eta: 2 days, 10:49:43, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.3885, top5_acc: 0.6344, loss_cls: 2.7824, loss: 2.7824, grad_norm: 1.6092 2020-07-18 22:28:40,325 - mmaction - INFO - Epoch [117][380/1253] lr: 1.720e-01, eta: 2 days, 10:49:12, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3813, top5_acc: 0.6352, loss_cls: 2.7855, loss: 2.7855, grad_norm: 1.6437 2020-07-18 22:29:01,662 - mmaction - INFO - Epoch [117][400/1253] lr: 1.720e-01, eta: 2 days, 10:48:41, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.3984, top5_acc: 0.6510, loss_cls: 2.7036, loss: 2.7036, grad_norm: 1.5760 2020-07-18 22:29:23,102 - mmaction - INFO - Epoch [117][420/1253] lr: 1.720e-01, eta: 2 days, 10:48:11, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3938, top5_acc: 0.6438, loss_cls: 2.7611, loss: 2.7611, grad_norm: 1.6421 2020-07-18 22:29:44,600 - mmaction - INFO - Epoch [117][440/1253] lr: 1.720e-01, eta: 2 days, 10:47:40, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.3938, top5_acc: 0.6471, loss_cls: 2.7195, loss: 2.7195, grad_norm: 1.6129 2020-07-18 22:30:12,935 - mmaction - INFO - Epoch [117][460/1253] lr: 1.720e-01, eta: 2 days, 10:47:26, time: 1.417, data_time: 0.036, memory: 9059, top1_acc: 0.4102, top5_acc: 0.6635, loss_cls: 2.6772, loss: 2.6772, grad_norm: 1.5830 2020-07-18 22:30:52,264 - mmaction - INFO - Epoch [117][480/1253] lr: 1.720e-01, eta: 2 days, 10:47:36, time: 1.960, data_time: 0.787, memory: 9059, top1_acc: 0.3987, top5_acc: 0.6495, loss_cls: 2.7056, loss: 2.7056, grad_norm: 1.6087 2020-07-18 22:31:14,180 - mmaction - INFO - Epoch [117][500/1253] lr: 1.720e-01, eta: 2 days, 10:47:07, time: 1.103, data_time: 0.011, memory: 9059, top1_acc: 0.3823, top5_acc: 0.6229, loss_cls: 2.7847, loss: 2.7847, grad_norm: 1.6165 2020-07-18 22:31:35,567 - mmaction - INFO - Epoch [117][520/1253] lr: 1.720e-01, eta: 2 days, 10:46:36, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.3839, top5_acc: 0.6362, loss_cls: 2.7735, loss: 2.7735, grad_norm: 1.5747 2020-07-18 22:31:56,900 - mmaction - INFO - Epoch [117][540/1253] lr: 1.720e-01, eta: 2 days, 10:46:06, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3719, top5_acc: 0.6315, loss_cls: 2.8128, loss: 2.8128, grad_norm: 1.6297 2020-07-18 22:32:18,124 - mmaction - INFO - Epoch [117][560/1253] lr: 1.720e-01, eta: 2 days, 10:45:35, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.3815, top5_acc: 0.6370, loss_cls: 2.7977, loss: 2.7977, grad_norm: 1.6478 2020-07-18 22:32:39,573 - mmaction - INFO - Epoch [117][580/1253] lr: 1.720e-01, eta: 2 days, 10:45:04, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3987, top5_acc: 0.6490, loss_cls: 2.7104, loss: 2.7104, grad_norm: 1.5691 2020-07-18 22:33:00,988 - mmaction - INFO - Epoch [117][600/1253] lr: 1.720e-01, eta: 2 days, 10:44:33, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3792, top5_acc: 0.6375, loss_cls: 2.7699, loss: 2.7699, grad_norm: 1.6176 2020-07-18 22:33:22,161 - mmaction - INFO - Epoch [117][620/1253] lr: 1.720e-01, eta: 2 days, 10:44:02, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3771, top5_acc: 0.6255, loss_cls: 2.7805, loss: 2.7805, grad_norm: 1.6483 2020-07-18 22:33:43,827 - mmaction - INFO - Epoch [117][640/1253] lr: 1.720e-01, eta: 2 days, 10:43:32, time: 1.082, data_time: 0.001, memory: 9059, top1_acc: 0.3911, top5_acc: 0.6430, loss_cls: 2.7325, loss: 2.7325, grad_norm: 1.5874 2020-07-18 22:34:05,412 - mmaction - INFO - Epoch [117][660/1253] lr: 1.720e-01, eta: 2 days, 10:43:02, time: 1.080, data_time: 0.003, memory: 9059, top1_acc: 0.3990, top5_acc: 0.6484, loss_cls: 2.7342, loss: 2.7342, grad_norm: 1.5841 2020-07-18 22:34:26,576 - mmaction - INFO - Epoch [117][680/1253] lr: 1.720e-01, eta: 2 days, 10:42:31, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3805, top5_acc: 0.6375, loss_cls: 2.8077, loss: 2.8077, grad_norm: 1.6125 2020-07-18 22:34:47,859 - mmaction - INFO - Epoch [117][700/1253] lr: 1.720e-01, eta: 2 days, 10:42:00, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.3872, top5_acc: 0.6362, loss_cls: 2.7481, loss: 2.7481, grad_norm: 1.6211 2020-07-18 22:35:09,080 - mmaction - INFO - Epoch [117][720/1253] lr: 1.720e-01, eta: 2 days, 10:41:29, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3932, top5_acc: 0.6427, loss_cls: 2.7520, loss: 2.7520, grad_norm: 1.6100 2020-07-18 22:35:30,889 - mmaction - INFO - Epoch [117][740/1253] lr: 1.720e-01, eta: 2 days, 10:40:59, time: 1.090, data_time: 0.002, memory: 9059, top1_acc: 0.3818, top5_acc: 0.6417, loss_cls: 2.7506, loss: 2.7506, grad_norm: 1.6330 2020-07-18 22:35:52,180 - mmaction - INFO - Epoch [117][760/1253] lr: 1.720e-01, eta: 2 days, 10:40:28, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3893, top5_acc: 0.6456, loss_cls: 2.7455, loss: 2.7455, grad_norm: 1.6284 2020-07-18 22:36:14,055 - mmaction - INFO - Epoch [117][780/1253] lr: 1.720e-01, eta: 2 days, 10:39:59, time: 1.094, data_time: 0.002, memory: 9059, top1_acc: 0.3878, top5_acc: 0.6388, loss_cls: 2.7666, loss: 2.7666, grad_norm: 1.6015 2020-07-18 22:36:35,332 - mmaction - INFO - Epoch [117][800/1253] lr: 1.720e-01, eta: 2 days, 10:39:28, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3880, top5_acc: 0.6417, loss_cls: 2.7448, loss: 2.7448, grad_norm: 1.6069 2020-07-18 22:36:56,618 - mmaction - INFO - Epoch [117][820/1253] lr: 1.720e-01, eta: 2 days, 10:38:57, time: 1.065, data_time: 0.005, memory: 9059, top1_acc: 0.3948, top5_acc: 0.6448, loss_cls: 2.7285, loss: 2.7285, grad_norm: 1.6378 2020-07-18 22:37:17,888 - mmaction - INFO - Epoch [117][840/1253] lr: 1.720e-01, eta: 2 days, 10:38:26, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.3875, top5_acc: 0.6466, loss_cls: 2.7718, loss: 2.7718, grad_norm: 1.6215 2020-07-18 22:37:39,230 - mmaction - INFO - Epoch [117][860/1253] lr: 1.720e-01, eta: 2 days, 10:37:56, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3909, top5_acc: 0.6398, loss_cls: 2.7545, loss: 2.7545, grad_norm: 1.5859 2020-07-18 22:38:00,584 - mmaction - INFO - Epoch [117][880/1253] lr: 1.720e-01, eta: 2 days, 10:37:25, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3971, top5_acc: 0.6513, loss_cls: 2.6955, loss: 2.6955, grad_norm: 1.5890 2020-07-18 22:38:21,984 - mmaction - INFO - Epoch [117][900/1253] lr: 1.720e-01, eta: 2 days, 10:36:54, time: 1.070, data_time: 0.005, memory: 9059, top1_acc: 0.3893, top5_acc: 0.6417, loss_cls: 2.7437, loss: 2.7437, grad_norm: 1.6297 2020-07-18 22:38:43,463 - mmaction - INFO - Epoch [117][920/1253] lr: 1.720e-01, eta: 2 days, 10:36:24, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.3839, top5_acc: 0.6234, loss_cls: 2.8258, loss: 2.8258, grad_norm: 1.6114 2020-07-18 22:39:04,679 - mmaction - INFO - Epoch [117][940/1253] lr: 1.720e-01, eta: 2 days, 10:35:53, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3885, top5_acc: 0.6331, loss_cls: 2.7907, loss: 2.7907, grad_norm: 1.5877 2020-07-18 22:39:26,027 - mmaction - INFO - Epoch [117][960/1253] lr: 1.720e-01, eta: 2 days, 10:35:22, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.3938, top5_acc: 0.6349, loss_cls: 2.7536, loss: 2.7536, grad_norm: 1.5844 2020-07-18 22:39:47,555 - mmaction - INFO - Epoch [117][980/1253] lr: 1.720e-01, eta: 2 days, 10:34:52, time: 1.077, data_time: 0.003, memory: 9059, top1_acc: 0.3990, top5_acc: 0.6526, loss_cls: 2.6941, loss: 2.6941, grad_norm: 1.5859 2020-07-18 22:40:09,064 - mmaction - INFO - Epoch [117][1000/1253] lr: 1.720e-01, eta: 2 days, 10:34:22, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.3927, top5_acc: 0.6391, loss_cls: 2.7420, loss: 2.7420, grad_norm: 1.6198 2020-07-18 22:40:30,446 - mmaction - INFO - Epoch [117][1020/1253] lr: 1.720e-01, eta: 2 days, 10:33:51, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3924, top5_acc: 0.6536, loss_cls: 2.6862, loss: 2.6862, grad_norm: 1.5978 2020-07-18 22:40:51,854 - mmaction - INFO - Epoch [117][1040/1253] lr: 1.720e-01, eta: 2 days, 10:33:21, time: 1.071, data_time: 0.004, memory: 9059, top1_acc: 0.3810, top5_acc: 0.6341, loss_cls: 2.7954, loss: 2.7954, grad_norm: 1.6354 2020-07-18 22:41:13,084 - mmaction - INFO - Epoch [117][1060/1253] lr: 1.720e-01, eta: 2 days, 10:32:50, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3930, top5_acc: 0.6370, loss_cls: 2.7416, loss: 2.7416, grad_norm: 1.6090 2020-07-18 22:41:34,550 - mmaction - INFO - Epoch [117][1080/1253] lr: 1.720e-01, eta: 2 days, 10:32:19, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3789, top5_acc: 0.6279, loss_cls: 2.8430, loss: 2.8430, grad_norm: 1.6299 2020-07-18 22:41:56,101 - mmaction - INFO - Epoch [117][1100/1253] lr: 1.720e-01, eta: 2 days, 10:31:49, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.3909, top5_acc: 0.6396, loss_cls: 2.7421, loss: 2.7421, grad_norm: 1.5853 2020-07-18 22:42:17,761 - mmaction - INFO - Epoch [117][1120/1253] lr: 1.720e-01, eta: 2 days, 10:31:19, time: 1.084, data_time: 0.003, memory: 9059, top1_acc: 0.3794, top5_acc: 0.6273, loss_cls: 2.7918, loss: 2.7918, grad_norm: 1.6155 2020-07-18 22:42:39,111 - mmaction - INFO - Epoch [117][1140/1253] lr: 1.720e-01, eta: 2 days, 10:30:49, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3943, top5_acc: 0.6367, loss_cls: 2.7515, loss: 2.7515, grad_norm: 1.6194 2020-07-18 22:43:00,371 - mmaction - INFO - Epoch [117][1160/1253] lr: 1.720e-01, eta: 2 days, 10:30:18, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3755, top5_acc: 0.6188, loss_cls: 2.8410, loss: 2.8410, grad_norm: 1.6002 2020-07-18 22:43:21,750 - mmaction - INFO - Epoch [117][1180/1253] lr: 1.720e-01, eta: 2 days, 10:29:47, time: 1.071, data_time: 0.003, memory: 9059, top1_acc: 0.3932, top5_acc: 0.6341, loss_cls: 2.7576, loss: 2.7576, grad_norm: 1.5623 2020-07-18 22:43:42,963 - mmaction - INFO - Epoch [117][1200/1253] lr: 1.720e-01, eta: 2 days, 10:29:16, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3818, top5_acc: 0.6427, loss_cls: 2.7215, loss: 2.7215, grad_norm: 1.5825 2020-07-18 22:44:04,328 - mmaction - INFO - Epoch [117][1220/1253] lr: 1.720e-01, eta: 2 days, 10:28:46, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4023, top5_acc: 0.6466, loss_cls: 2.7113, loss: 2.7113, grad_norm: 1.5914 2020-07-18 22:44:28,605 - mmaction - INFO - Epoch [117][1240/1253] lr: 1.720e-01, eta: 2 days, 10:28:22, time: 1.213, data_time: 0.002, memory: 9059, top1_acc: 0.3917, top5_acc: 0.6313, loss_cls: 2.7806, loss: 2.7806, grad_norm: 1.5686 2020-07-18 22:48:20,563 - mmaction - INFO - Epoch [118][20/1253] lr: 1.702e-01, eta: 2 days, 10:34:07, time: 10.445, data_time: 8.207, memory: 9059, top1_acc: 0.3930, top5_acc: 0.6466, loss_cls: 2.7338, loss: 2.7338, grad_norm: 1.5871 2020-07-18 22:48:42,139 - mmaction - INFO - Epoch [118][40/1253] lr: 1.702e-01, eta: 2 days, 10:33:37, time: 1.079, data_time: 0.003, memory: 9059, top1_acc: 0.3935, top5_acc: 0.6479, loss_cls: 2.7251, loss: 2.7251, grad_norm: 1.6202 2020-07-18 22:49:03,484 - mmaction - INFO - Epoch [118][60/1253] lr: 1.702e-01, eta: 2 days, 10:33:06, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.3940, top5_acc: 0.6406, loss_cls: 2.7387, loss: 2.7387, grad_norm: 1.6162 2020-07-18 22:49:24,644 - mmaction - INFO - Epoch [118][80/1253] lr: 1.702e-01, eta: 2 days, 10:32:35, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.3878, top5_acc: 0.6398, loss_cls: 2.7350, loss: 2.7350, grad_norm: 1.5803 2020-07-18 22:49:45,967 - mmaction - INFO - Epoch [118][100/1253] lr: 1.702e-01, eta: 2 days, 10:32:04, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3852, top5_acc: 0.6440, loss_cls: 2.7267, loss: 2.7267, grad_norm: 1.6097 2020-07-18 22:50:07,262 - mmaction - INFO - Epoch [118][120/1253] lr: 1.702e-01, eta: 2 days, 10:31:33, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3948, top5_acc: 0.6477, loss_cls: 2.7116, loss: 2.7116, grad_norm: 1.6070 2020-07-18 22:50:28,640 - mmaction - INFO - Epoch [118][140/1253] lr: 1.702e-01, eta: 2 days, 10:31:03, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3922, top5_acc: 0.6479, loss_cls: 2.7192, loss: 2.7192, grad_norm: 1.6049 2020-07-18 22:50:50,042 - mmaction - INFO - Epoch [118][160/1253] lr: 1.702e-01, eta: 2 days, 10:30:32, time: 1.069, data_time: 0.005, memory: 9059, top1_acc: 0.3862, top5_acc: 0.6344, loss_cls: 2.7571, loss: 2.7571, grad_norm: 1.6316 2020-07-18 22:51:11,316 - mmaction - INFO - Epoch [118][180/1253] lr: 1.702e-01, eta: 2 days, 10:30:01, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3924, top5_acc: 0.6456, loss_cls: 2.7581, loss: 2.7581, grad_norm: 1.6046 2020-07-18 22:51:32,698 - mmaction - INFO - Epoch [118][200/1253] lr: 1.702e-01, eta: 2 days, 10:29:31, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3875, top5_acc: 0.6435, loss_cls: 2.7743, loss: 2.7743, grad_norm: 1.6391 2020-07-18 22:51:54,049 - mmaction - INFO - Epoch [118][220/1253] lr: 1.702e-01, eta: 2 days, 10:29:00, time: 1.069, data_time: 0.004, memory: 9059, top1_acc: 0.3786, top5_acc: 0.6336, loss_cls: 2.7846, loss: 2.7846, grad_norm: 1.6234 2020-07-18 22:52:15,338 - mmaction - INFO - Epoch [118][240/1253] lr: 1.702e-01, eta: 2 days, 10:28:29, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3919, top5_acc: 0.6482, loss_cls: 2.7226, loss: 2.7226, grad_norm: 1.6119 2020-07-18 22:52:36,679 - mmaction - INFO - Epoch [118][260/1253] lr: 1.702e-01, eta: 2 days, 10:27:58, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.3875, top5_acc: 0.6419, loss_cls: 2.7455, loss: 2.7455, grad_norm: 1.5845 2020-07-18 22:52:57,980 - mmaction - INFO - Epoch [118][280/1253] lr: 1.702e-01, eta: 2 days, 10:27:28, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3961, top5_acc: 0.6594, loss_cls: 2.6987, loss: 2.6987, grad_norm: 1.6071 2020-07-18 22:53:19,309 - mmaction - INFO - Epoch [118][300/1253] lr: 1.702e-01, eta: 2 days, 10:26:57, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.3940, top5_acc: 0.6518, loss_cls: 2.7153, loss: 2.7153, grad_norm: 1.6232 2020-07-18 22:53:40,609 - mmaction - INFO - Epoch [118][320/1253] lr: 1.702e-01, eta: 2 days, 10:26:26, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.3734, top5_acc: 0.6385, loss_cls: 2.7765, loss: 2.7765, grad_norm: 1.6254 2020-07-18 22:54:02,484 - mmaction - INFO - Epoch [118][340/1253] lr: 1.702e-01, eta: 2 days, 10:25:57, time: 1.095, data_time: 0.003, memory: 9059, top1_acc: 0.3888, top5_acc: 0.6388, loss_cls: 2.7595, loss: 2.7595, grad_norm: 1.6236 2020-07-18 22:54:23,999 - mmaction - INFO - Epoch [118][360/1253] lr: 1.702e-01, eta: 2 days, 10:25:26, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.3932, top5_acc: 0.6383, loss_cls: 2.7504, loss: 2.7504, grad_norm: 1.5721 2020-07-18 22:54:45,418 - mmaction - INFO - Epoch [118][380/1253] lr: 1.702e-01, eta: 2 days, 10:24:56, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.3872, top5_acc: 0.6422, loss_cls: 2.7498, loss: 2.7498, grad_norm: 1.6260 2020-07-18 22:55:07,473 - mmaction - INFO - Epoch [118][400/1253] lr: 1.702e-01, eta: 2 days, 10:24:27, time: 1.105, data_time: 0.004, memory: 9059, top1_acc: 0.3995, top5_acc: 0.6526, loss_cls: 2.7161, loss: 2.7161, grad_norm: 1.5899 2020-07-18 22:55:28,823 - mmaction - INFO - Epoch [118][420/1253] lr: 1.702e-01, eta: 2 days, 10:23:56, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3953, top5_acc: 0.6458, loss_cls: 2.7192, loss: 2.7192, grad_norm: 1.6390 2020-07-18 22:55:50,119 - mmaction - INFO - Epoch [118][440/1253] lr: 1.702e-01, eta: 2 days, 10:23:25, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.3885, top5_acc: 0.6404, loss_cls: 2.7686, loss: 2.7686, grad_norm: 1.6163 2020-07-18 22:56:11,538 - mmaction - INFO - Epoch [118][460/1253] lr: 1.702e-01, eta: 2 days, 10:22:55, time: 1.072, data_time: 0.004, memory: 9059, top1_acc: 0.3964, top5_acc: 0.6372, loss_cls: 2.7430, loss: 2.7430, grad_norm: 1.6178 2020-07-18 22:56:33,103 - mmaction - INFO - Epoch [118][480/1253] lr: 1.702e-01, eta: 2 days, 10:22:25, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.3917, top5_acc: 0.6443, loss_cls: 2.7661, loss: 2.7661, grad_norm: 1.5896 2020-07-18 22:56:54,295 - mmaction - INFO - Epoch [118][500/1253] lr: 1.702e-01, eta: 2 days, 10:21:54, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3888, top5_acc: 0.6398, loss_cls: 2.7891, loss: 2.7891, grad_norm: 1.5995 2020-07-18 22:57:15,841 - mmaction - INFO - Epoch [118][520/1253] lr: 1.702e-01, eta: 2 days, 10:21:24, time: 1.076, data_time: 0.001, memory: 9059, top1_acc: 0.3818, top5_acc: 0.6305, loss_cls: 2.7897, loss: 2.7897, grad_norm: 1.6152 2020-07-18 22:57:37,126 - mmaction - INFO - Epoch [118][540/1253] lr: 1.702e-01, eta: 2 days, 10:20:53, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.3763, top5_acc: 0.6328, loss_cls: 2.7973, loss: 2.7973, grad_norm: 1.6059 2020-07-18 22:57:59,193 - mmaction - INFO - Epoch [118][560/1253] lr: 1.702e-01, eta: 2 days, 10:20:24, time: 1.104, data_time: 0.003, memory: 9059, top1_acc: 0.3919, top5_acc: 0.6286, loss_cls: 2.7600, loss: 2.7600, grad_norm: 1.6190 2020-07-18 22:58:20,713 - mmaction - INFO - Epoch [118][580/1253] lr: 1.702e-01, eta: 2 days, 10:19:54, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.3898, top5_acc: 0.6443, loss_cls: 2.7709, loss: 2.7709, grad_norm: 1.6189 2020-07-18 22:58:42,283 - mmaction - INFO - Epoch [118][600/1253] lr: 1.702e-01, eta: 2 days, 10:19:23, time: 1.078, data_time: 0.003, memory: 9059, top1_acc: 0.3974, top5_acc: 0.6432, loss_cls: 2.7573, loss: 2.7573, grad_norm: 1.6080 2020-07-18 22:59:03,829 - mmaction - INFO - Epoch [118][620/1253] lr: 1.702e-01, eta: 2 days, 10:18:53, time: 1.078, data_time: 0.003, memory: 9059, top1_acc: 0.3716, top5_acc: 0.6310, loss_cls: 2.8203, loss: 2.8203, grad_norm: 1.5940 2020-07-18 22:59:25,057 - mmaction - INFO - Epoch [118][640/1253] lr: 1.702e-01, eta: 2 days, 10:18:22, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3914, top5_acc: 0.6516, loss_cls: 2.7114, loss: 2.7114, grad_norm: 1.6205 2020-07-18 22:59:46,332 - mmaction - INFO - Epoch [118][660/1253] lr: 1.702e-01, eta: 2 days, 10:17:52, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3794, top5_acc: 0.6461, loss_cls: 2.7445, loss: 2.7445, grad_norm: 1.5979 2020-07-18 23:00:14,437 - mmaction - INFO - Epoch [118][680/1253] lr: 1.702e-01, eta: 2 days, 10:17:36, time: 1.393, data_time: 0.002, memory: 9059, top1_acc: 0.3943, top5_acc: 0.6383, loss_cls: 2.7509, loss: 2.7509, grad_norm: 1.5951 2020-07-18 23:00:36,065 - mmaction - INFO - Epoch [118][700/1253] lr: 1.702e-01, eta: 2 days, 10:17:06, time: 1.093, data_time: 0.016, memory: 9059, top1_acc: 0.3839, top5_acc: 0.6422, loss_cls: 2.7911, loss: 2.7911, grad_norm: 1.6137 2020-07-18 23:00:57,452 - mmaction - INFO - Epoch [118][720/1253] lr: 1.702e-01, eta: 2 days, 10:16:36, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.3904, top5_acc: 0.6380, loss_cls: 2.7679, loss: 2.7679, grad_norm: 1.5925 2020-07-18 23:01:19,074 - mmaction - INFO - Epoch [118][740/1253] lr: 1.702e-01, eta: 2 days, 10:16:06, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.3810, top5_acc: 0.6336, loss_cls: 2.7729, loss: 2.7729, grad_norm: 1.5966 2020-07-18 23:01:41,571 - mmaction - INFO - Epoch [118][760/1253] lr: 1.702e-01, eta: 2 days, 10:15:38, time: 1.126, data_time: 0.019, memory: 9059, top1_acc: 0.4021, top5_acc: 0.6523, loss_cls: 2.6876, loss: 2.6876, grad_norm: 1.5730 2020-07-18 23:02:03,802 - mmaction - INFO - Epoch [118][780/1253] lr: 1.702e-01, eta: 2 days, 10:15:09, time: 1.110, data_time: 0.008, memory: 9059, top1_acc: 0.4000, top5_acc: 0.6518, loss_cls: 2.7259, loss: 2.7259, grad_norm: 1.6341 2020-07-18 23:02:26,659 - mmaction - INFO - Epoch [118][800/1253] lr: 1.702e-01, eta: 2 days, 10:14:42, time: 1.144, data_time: 0.018, memory: 9059, top1_acc: 0.3828, top5_acc: 0.6367, loss_cls: 2.7704, loss: 2.7704, grad_norm: 1.6113 2020-07-18 23:02:47,956 - mmaction - INFO - Epoch [118][820/1253] lr: 1.702e-01, eta: 2 days, 10:14:11, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3898, top5_acc: 0.6331, loss_cls: 2.7879, loss: 2.7879, grad_norm: 1.5887 2020-07-18 23:03:09,202 - mmaction - INFO - Epoch [118][840/1253] lr: 1.702e-01, eta: 2 days, 10:13:41, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3922, top5_acc: 0.6461, loss_cls: 2.7175, loss: 2.7175, grad_norm: 1.5994 2020-07-18 23:03:30,579 - mmaction - INFO - Epoch [118][860/1253] lr: 1.702e-01, eta: 2 days, 10:13:10, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3990, top5_acc: 0.6477, loss_cls: 2.7125, loss: 2.7125, grad_norm: 1.6122 2020-07-18 23:03:51,981 - mmaction - INFO - Epoch [118][880/1253] lr: 1.702e-01, eta: 2 days, 10:12:40, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.3672, top5_acc: 0.6367, loss_cls: 2.7943, loss: 2.7943, grad_norm: 1.6664 2020-07-18 23:04:13,516 - mmaction - INFO - Epoch [118][900/1253] lr: 1.702e-01, eta: 2 days, 10:12:10, time: 1.077, data_time: 0.001, memory: 9059, top1_acc: 0.3977, top5_acc: 0.6344, loss_cls: 2.7501, loss: 2.7501, grad_norm: 1.6254 2020-07-18 23:04:34,803 - mmaction - INFO - Epoch [118][920/1253] lr: 1.702e-01, eta: 2 days, 10:11:39, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3906, top5_acc: 0.6380, loss_cls: 2.7648, loss: 2.7648, grad_norm: 1.6044 2020-07-18 23:04:56,513 - mmaction - INFO - Epoch [118][940/1253] lr: 1.702e-01, eta: 2 days, 10:11:09, time: 1.085, data_time: 0.002, memory: 9059, top1_acc: 0.4023, top5_acc: 0.6526, loss_cls: 2.7097, loss: 2.7097, grad_norm: 1.6176 2020-07-18 23:05:18,067 - mmaction - INFO - Epoch [118][960/1253] lr: 1.702e-01, eta: 2 days, 10:10:39, time: 1.076, data_time: 0.003, memory: 9059, top1_acc: 0.3802, top5_acc: 0.6474, loss_cls: 2.7545, loss: 2.7545, grad_norm: 1.6673 2020-07-18 23:05:39,293 - mmaction - INFO - Epoch [118][980/1253] lr: 1.702e-01, eta: 2 days, 10:10:08, time: 1.063, data_time: 0.004, memory: 9059, top1_acc: 0.3893, top5_acc: 0.6299, loss_cls: 2.7836, loss: 2.7836, grad_norm: 1.6171 2020-07-18 23:06:00,491 - mmaction - INFO - Epoch [118][1000/1253] lr: 1.702e-01, eta: 2 days, 10:09:37, time: 1.060, data_time: 0.003, memory: 9059, top1_acc: 0.3865, top5_acc: 0.6378, loss_cls: 2.7946, loss: 2.7946, grad_norm: 1.6458 2020-07-18 23:06:21,809 - mmaction - INFO - Epoch [118][1020/1253] lr: 1.702e-01, eta: 2 days, 10:09:07, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3914, top5_acc: 0.6448, loss_cls: 2.7507, loss: 2.7507, grad_norm: 1.6246 2020-07-18 23:06:43,267 - mmaction - INFO - Epoch [118][1040/1253] lr: 1.702e-01, eta: 2 days, 10:08:37, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3750, top5_acc: 0.6411, loss_cls: 2.7658, loss: 2.7658, grad_norm: 1.6299 2020-07-18 23:07:04,664 - mmaction - INFO - Epoch [118][1060/1253] lr: 1.702e-01, eta: 2 days, 10:08:06, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3852, top5_acc: 0.6279, loss_cls: 2.7797, loss: 2.7797, grad_norm: 1.6111 2020-07-18 23:07:26,791 - mmaction - INFO - Epoch [118][1080/1253] lr: 1.702e-01, eta: 2 days, 10:07:37, time: 1.108, data_time: 0.003, memory: 9059, top1_acc: 0.3839, top5_acc: 0.6393, loss_cls: 2.7742, loss: 2.7742, grad_norm: 1.6203 2020-07-18 23:07:48,055 - mmaction - INFO - Epoch [118][1100/1253] lr: 1.702e-01, eta: 2 days, 10:07:07, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.3870, top5_acc: 0.6398, loss_cls: 2.7506, loss: 2.7506, grad_norm: 1.6139 2020-07-18 23:08:09,520 - mmaction - INFO - Epoch [118][1120/1253] lr: 1.702e-01, eta: 2 days, 10:06:36, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3953, top5_acc: 0.6523, loss_cls: 2.7445, loss: 2.7445, grad_norm: 1.6225 2020-07-18 23:08:30,730 - mmaction - INFO - Epoch [118][1140/1253] lr: 1.702e-01, eta: 2 days, 10:06:06, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.3938, top5_acc: 0.6451, loss_cls: 2.7354, loss: 2.7354, grad_norm: 1.6058 2020-07-18 23:08:52,114 - mmaction - INFO - Epoch [118][1160/1253] lr: 1.702e-01, eta: 2 days, 10:05:35, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3883, top5_acc: 0.6391, loss_cls: 2.7596, loss: 2.7596, grad_norm: 1.6190 2020-07-18 23:09:13,558 - mmaction - INFO - Epoch [118][1180/1253] lr: 1.702e-01, eta: 2 days, 10:05:05, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3904, top5_acc: 0.6328, loss_cls: 2.7807, loss: 2.7807, grad_norm: 1.6079 2020-07-18 23:09:34,847 - mmaction - INFO - Epoch [118][1200/1253] lr: 1.702e-01, eta: 2 days, 10:04:34, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3924, top5_acc: 0.6365, loss_cls: 2.7784, loss: 2.7784, grad_norm: 1.6250 2020-07-18 23:09:56,094 - mmaction - INFO - Epoch [118][1220/1253] lr: 1.702e-01, eta: 2 days, 10:04:04, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3878, top5_acc: 0.6357, loss_cls: 2.7814, loss: 2.7814, grad_norm: 1.5950 2020-07-18 23:10:17,327 - mmaction - INFO - Epoch [118][1240/1253] lr: 1.702e-01, eta: 2 days, 10:03:33, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3813, top5_acc: 0.6352, loss_cls: 2.7935, loss: 2.7935, grad_norm: 1.5963 2020-07-18 23:14:19,968 - mmaction - INFO - Epoch [119][20/1253] lr: 1.684e-01, eta: 2 days, 10:09:27, time: 10.852, data_time: 9.582, memory: 9059, top1_acc: 0.3956, top5_acc: 0.6505, loss_cls: 2.7400, loss: 2.7400, grad_norm: 1.6401 2020-07-18 23:14:41,387 - mmaction - INFO - Epoch [119][40/1253] lr: 1.684e-01, eta: 2 days, 10:08:57, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.3948, top5_acc: 0.6427, loss_cls: 2.7257, loss: 2.7257, grad_norm: 1.5990 2020-07-18 23:15:02,819 - mmaction - INFO - Epoch [119][60/1253] lr: 1.684e-01, eta: 2 days, 10:08:26, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3969, top5_acc: 0.6354, loss_cls: 2.7761, loss: 2.7761, grad_norm: 1.5983 2020-07-18 23:15:24,391 - mmaction - INFO - Epoch [119][80/1253] lr: 1.684e-01, eta: 2 days, 10:07:56, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.3940, top5_acc: 0.6466, loss_cls: 2.7104, loss: 2.7104, grad_norm: 1.6146 2020-07-18 23:15:46,251 - mmaction - INFO - Epoch [119][100/1253] lr: 1.684e-01, eta: 2 days, 10:07:27, time: 1.092, data_time: 0.002, memory: 9059, top1_acc: 0.4042, top5_acc: 0.6500, loss_cls: 2.7025, loss: 2.7025, grad_norm: 1.6296 2020-07-18 23:16:07,437 - mmaction - INFO - Epoch [119][120/1253] lr: 1.684e-01, eta: 2 days, 10:06:56, time: 1.060, data_time: 0.003, memory: 9059, top1_acc: 0.4055, top5_acc: 0.6612, loss_cls: 2.6796, loss: 2.6796, grad_norm: 1.6086 2020-07-18 23:16:28,799 - mmaction - INFO - Epoch [119][140/1253] lr: 1.684e-01, eta: 2 days, 10:06:25, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4013, top5_acc: 0.6445, loss_cls: 2.7271, loss: 2.7271, grad_norm: 1.6038 2020-07-18 23:16:50,433 - mmaction - INFO - Epoch [119][160/1253] lr: 1.684e-01, eta: 2 days, 10:05:55, time: 1.081, data_time: 0.001, memory: 9059, top1_acc: 0.3885, top5_acc: 0.6391, loss_cls: 2.7851, loss: 2.7851, grad_norm: 1.6424 2020-07-18 23:17:12,024 - mmaction - INFO - Epoch [119][180/1253] lr: 1.684e-01, eta: 2 days, 10:05:25, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.3836, top5_acc: 0.6281, loss_cls: 2.7903, loss: 2.7903, grad_norm: 1.5990 2020-07-18 23:17:36,548 - mmaction - INFO - Epoch [119][200/1253] lr: 1.684e-01, eta: 2 days, 10:05:02, time: 1.226, data_time: 0.012, memory: 9059, top1_acc: 0.4086, top5_acc: 0.6578, loss_cls: 2.6627, loss: 2.6627, grad_norm: 1.5891 2020-07-18 23:17:58,105 - mmaction - INFO - Epoch [119][220/1253] lr: 1.684e-01, eta: 2 days, 10:04:32, time: 1.079, data_time: 0.003, memory: 9059, top1_acc: 0.4016, top5_acc: 0.6378, loss_cls: 2.7371, loss: 2.7371, grad_norm: 1.6098 2020-07-18 23:18:19,369 - mmaction - INFO - Epoch [119][240/1253] lr: 1.684e-01, eta: 2 days, 10:04:01, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3865, top5_acc: 0.6378, loss_cls: 2.7567, loss: 2.7567, grad_norm: 1.6210 2020-07-18 23:18:41,500 - mmaction - INFO - Epoch [119][260/1253] lr: 1.684e-01, eta: 2 days, 10:03:32, time: 1.106, data_time: 0.002, memory: 9059, top1_acc: 0.4023, top5_acc: 0.6508, loss_cls: 2.7049, loss: 2.7049, grad_norm: 1.5878 2020-07-18 23:19:02,697 - mmaction - INFO - Epoch [119][280/1253] lr: 1.684e-01, eta: 2 days, 10:03:01, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3867, top5_acc: 0.6406, loss_cls: 2.7746, loss: 2.7746, grad_norm: 1.6300 2020-07-18 23:19:24,326 - mmaction - INFO - Epoch [119][300/1253] lr: 1.684e-01, eta: 2 days, 10:02:31, time: 1.082, data_time: 0.014, memory: 9059, top1_acc: 0.3750, top5_acc: 0.6250, loss_cls: 2.8397, loss: 2.8397, grad_norm: 1.5772 2020-07-18 23:19:45,653 - mmaction - INFO - Epoch [119][320/1253] lr: 1.684e-01, eta: 2 days, 10:02:01, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.3979, top5_acc: 0.6451, loss_cls: 2.7366, loss: 2.7366, grad_norm: 1.6129 2020-07-18 23:20:07,248 - mmaction - INFO - Epoch [119][340/1253] lr: 1.684e-01, eta: 2 days, 10:01:31, time: 1.081, data_time: 0.003, memory: 9059, top1_acc: 0.3849, top5_acc: 0.6516, loss_cls: 2.7369, loss: 2.7369, grad_norm: 1.6142 2020-07-18 23:20:28,848 - mmaction - INFO - Epoch [119][360/1253] lr: 1.684e-01, eta: 2 days, 10:01:01, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.3901, top5_acc: 0.6508, loss_cls: 2.7315, loss: 2.7315, grad_norm: 1.5909 2020-07-18 23:20:50,182 - mmaction - INFO - Epoch [119][380/1253] lr: 1.684e-01, eta: 2 days, 10:00:30, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3872, top5_acc: 0.6419, loss_cls: 2.7553, loss: 2.7553, grad_norm: 1.5858 2020-07-18 23:21:12,935 - mmaction - INFO - Epoch [119][400/1253] lr: 1.684e-01, eta: 2 days, 10:00:03, time: 1.139, data_time: 0.003, memory: 9059, top1_acc: 0.3917, top5_acc: 0.6333, loss_cls: 2.7625, loss: 2.7625, grad_norm: 1.5922 2020-07-18 23:21:34,323 - mmaction - INFO - Epoch [119][420/1253] lr: 1.684e-01, eta: 2 days, 9:59:32, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3854, top5_acc: 0.6534, loss_cls: 2.7147, loss: 2.7147, grad_norm: 1.6536 2020-07-18 23:21:55,685 - mmaction - INFO - Epoch [119][440/1253] lr: 1.684e-01, eta: 2 days, 9:59:02, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3917, top5_acc: 0.6393, loss_cls: 2.7270, loss: 2.7270, grad_norm: 1.6176 2020-07-18 23:22:17,403 - mmaction - INFO - Epoch [119][460/1253] lr: 1.684e-01, eta: 2 days, 9:58:32, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.3880, top5_acc: 0.6435, loss_cls: 2.7118, loss: 2.7118, grad_norm: 1.6185 2020-07-18 23:22:38,999 - mmaction - INFO - Epoch [119][480/1253] lr: 1.684e-01, eta: 2 days, 9:58:02, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.3836, top5_acc: 0.6323, loss_cls: 2.7950, loss: 2.7950, grad_norm: 1.5989 2020-07-18 23:23:00,545 - mmaction - INFO - Epoch [119][500/1253] lr: 1.684e-01, eta: 2 days, 9:57:32, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.3815, top5_acc: 0.6331, loss_cls: 2.7768, loss: 2.7768, grad_norm: 1.6048 2020-07-18 23:23:21,914 - mmaction - INFO - Epoch [119][520/1253] lr: 1.684e-01, eta: 2 days, 9:57:02, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.4031, top5_acc: 0.6534, loss_cls: 2.7139, loss: 2.7139, grad_norm: 1.6117 2020-07-18 23:23:43,292 - mmaction - INFO - Epoch [119][540/1253] lr: 1.684e-01, eta: 2 days, 9:56:31, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3977, top5_acc: 0.6474, loss_cls: 2.7180, loss: 2.7180, grad_norm: 1.5948 2020-07-18 23:24:04,481 - mmaction - INFO - Epoch [119][560/1253] lr: 1.684e-01, eta: 2 days, 9:56:00, time: 1.060, data_time: 0.003, memory: 9059, top1_acc: 0.3914, top5_acc: 0.6333, loss_cls: 2.7601, loss: 2.7601, grad_norm: 1.6294 2020-07-18 23:24:25,934 - mmaction - INFO - Epoch [119][580/1253] lr: 1.684e-01, eta: 2 days, 9:55:30, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3909, top5_acc: 0.6440, loss_cls: 2.7352, loss: 2.7352, grad_norm: 1.5947 2020-07-18 23:24:47,233 - mmaction - INFO - Epoch [119][600/1253] lr: 1.684e-01, eta: 2 days, 9:55:00, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3885, top5_acc: 0.6487, loss_cls: 2.7217, loss: 2.7217, grad_norm: 1.6270 2020-07-18 23:25:08,514 - mmaction - INFO - Epoch [119][620/1253] lr: 1.684e-01, eta: 2 days, 9:54:29, time: 1.066, data_time: 0.004, memory: 9059, top1_acc: 0.3883, top5_acc: 0.6404, loss_cls: 2.7582, loss: 2.7582, grad_norm: 1.6310 2020-07-18 23:25:29,803 - mmaction - INFO - Epoch [119][640/1253] lr: 1.684e-01, eta: 2 days, 9:53:58, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3841, top5_acc: 0.6313, loss_cls: 2.7403, loss: 2.7403, grad_norm: 1.5926 2020-07-18 23:25:51,151 - mmaction - INFO - Epoch [119][660/1253] lr: 1.684e-01, eta: 2 days, 9:53:28, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.3896, top5_acc: 0.6427, loss_cls: 2.7482, loss: 2.7482, grad_norm: 1.5705 2020-07-18 23:26:12,972 - mmaction - INFO - Epoch [119][680/1253] lr: 1.684e-01, eta: 2 days, 9:52:58, time: 1.089, data_time: 0.001, memory: 9059, top1_acc: 0.3885, top5_acc: 0.6398, loss_cls: 2.7541, loss: 2.7541, grad_norm: 1.5956 2020-07-18 23:26:36,019 - mmaction - INFO - Epoch [119][700/1253] lr: 1.684e-01, eta: 2 days, 9:52:32, time: 1.154, data_time: 0.004, memory: 9059, top1_acc: 0.3971, top5_acc: 0.6552, loss_cls: 2.7131, loss: 2.7131, grad_norm: 1.6169 2020-07-18 23:26:57,208 - mmaction - INFO - Epoch [119][720/1253] lr: 1.684e-01, eta: 2 days, 9:52:01, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3917, top5_acc: 0.6380, loss_cls: 2.7473, loss: 2.7473, grad_norm: 1.6124 2020-07-18 23:27:18,692 - mmaction - INFO - Epoch [119][740/1253] lr: 1.684e-01, eta: 2 days, 9:51:31, time: 1.075, data_time: 0.008, memory: 9059, top1_acc: 0.3930, top5_acc: 0.6419, loss_cls: 2.7246, loss: 2.7246, grad_norm: 1.6439 2020-07-18 23:27:40,102 - mmaction - INFO - Epoch [119][760/1253] lr: 1.684e-01, eta: 2 days, 9:51:01, time: 1.071, data_time: 0.003, memory: 9059, top1_acc: 0.3906, top5_acc: 0.6414, loss_cls: 2.7187, loss: 2.7187, grad_norm: 1.6300 2020-07-18 23:28:01,400 - mmaction - INFO - Epoch [119][780/1253] lr: 1.684e-01, eta: 2 days, 9:50:30, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4023, top5_acc: 0.6461, loss_cls: 2.6981, loss: 2.6981, grad_norm: 1.6129 2020-07-18 23:28:22,818 - mmaction - INFO - Epoch [119][800/1253] lr: 1.684e-01, eta: 2 days, 9:50:00, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4010, top5_acc: 0.6578, loss_cls: 2.6787, loss: 2.6787, grad_norm: 1.6053 2020-07-18 23:28:44,091 - mmaction - INFO - Epoch [119][820/1253] lr: 1.684e-01, eta: 2 days, 9:49:29, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3737, top5_acc: 0.6310, loss_cls: 2.8268, loss: 2.8268, grad_norm: 1.6522 2020-07-18 23:29:05,608 - mmaction - INFO - Epoch [119][840/1253] lr: 1.684e-01, eta: 2 days, 9:48:59, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.3951, top5_acc: 0.6315, loss_cls: 2.7395, loss: 2.7395, grad_norm: 1.6127 2020-07-18 23:29:27,303 - mmaction - INFO - Epoch [119][860/1253] lr: 1.684e-01, eta: 2 days, 9:48:29, time: 1.083, data_time: 0.001, memory: 9059, top1_acc: 0.3872, top5_acc: 0.6378, loss_cls: 2.7423, loss: 2.7423, grad_norm: 1.5963 2020-07-18 23:29:48,824 - mmaction - INFO - Epoch [119][880/1253] lr: 1.684e-01, eta: 2 days, 9:47:59, time: 1.077, data_time: 0.006, memory: 9059, top1_acc: 0.3828, top5_acc: 0.6323, loss_cls: 2.7786, loss: 2.7786, grad_norm: 1.6587 2020-07-18 23:30:10,168 - mmaction - INFO - Epoch [119][900/1253] lr: 1.684e-01, eta: 2 days, 9:47:29, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3880, top5_acc: 0.6503, loss_cls: 2.7406, loss: 2.7406, grad_norm: 1.6524 2020-07-18 23:30:32,334 - mmaction - INFO - Epoch [119][920/1253] lr: 1.684e-01, eta: 2 days, 9:47:00, time: 1.109, data_time: 0.002, memory: 9059, top1_acc: 0.3841, top5_acc: 0.6385, loss_cls: 2.7677, loss: 2.7677, grad_norm: 1.6242 2020-07-18 23:30:53,947 - mmaction - INFO - Epoch [119][940/1253] lr: 1.684e-01, eta: 2 days, 9:46:30, time: 1.080, data_time: 0.001, memory: 9059, top1_acc: 0.3823, top5_acc: 0.6362, loss_cls: 2.7849, loss: 2.7849, grad_norm: 1.6666 2020-07-18 23:31:15,605 - mmaction - INFO - Epoch [119][960/1253] lr: 1.684e-01, eta: 2 days, 9:46:01, time: 1.082, data_time: 0.002, memory: 9059, top1_acc: 0.3888, top5_acc: 0.6396, loss_cls: 2.7273, loss: 2.7273, grad_norm: 1.5763 2020-07-18 23:31:38,784 - mmaction - INFO - Epoch [119][980/1253] lr: 1.684e-01, eta: 2 days, 9:45:34, time: 1.154, data_time: 0.011, memory: 9059, top1_acc: 0.3956, top5_acc: 0.6466, loss_cls: 2.7245, loss: 2.7245, grad_norm: 1.6025 2020-07-18 23:32:01,177 - mmaction - INFO - Epoch [119][1000/1253] lr: 1.684e-01, eta: 2 days, 9:45:06, time: 1.126, data_time: 0.047, memory: 9059, top1_acc: 0.3799, top5_acc: 0.6323, loss_cls: 2.7783, loss: 2.7783, grad_norm: 1.6140 2020-07-18 23:32:22,780 - mmaction - INFO - Epoch [119][1020/1253] lr: 1.684e-01, eta: 2 days, 9:44:36, time: 1.079, data_time: 0.003, memory: 9059, top1_acc: 0.3734, top5_acc: 0.6406, loss_cls: 2.7615, loss: 2.7615, grad_norm: 1.6496 2020-07-18 23:32:44,198 - mmaction - INFO - Epoch [119][1040/1253] lr: 1.684e-01, eta: 2 days, 9:44:06, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.3964, top5_acc: 0.6370, loss_cls: 2.7248, loss: 2.7248, grad_norm: 1.6189 2020-07-18 23:33:05,498 - mmaction - INFO - Epoch [119][1060/1253] lr: 1.684e-01, eta: 2 days, 9:43:36, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3771, top5_acc: 0.6391, loss_cls: 2.7925, loss: 2.7925, grad_norm: 1.6259 2020-07-18 23:33:26,833 - mmaction - INFO - Epoch [119][1080/1253] lr: 1.684e-01, eta: 2 days, 9:43:05, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.3971, top5_acc: 0.6438, loss_cls: 2.7168, loss: 2.7168, grad_norm: 1.5749 2020-07-18 23:33:48,175 - mmaction - INFO - Epoch [119][1100/1253] lr: 1.684e-01, eta: 2 days, 9:42:35, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.3883, top5_acc: 0.6383, loss_cls: 2.7394, loss: 2.7394, grad_norm: 1.6315 2020-07-18 23:34:09,581 - mmaction - INFO - Epoch [119][1120/1253] lr: 1.684e-01, eta: 2 days, 9:42:05, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3807, top5_acc: 0.6370, loss_cls: 2.7599, loss: 2.7599, grad_norm: 1.6142 2020-07-18 23:34:30,987 - mmaction - INFO - Epoch [119][1140/1253] lr: 1.684e-01, eta: 2 days, 9:41:34, time: 1.070, data_time: 0.001, memory: 9059, top1_acc: 0.3917, top5_acc: 0.6393, loss_cls: 2.7557, loss: 2.7557, grad_norm: 1.6329 2020-07-18 23:34:52,445 - mmaction - INFO - Epoch [119][1160/1253] lr: 1.684e-01, eta: 2 days, 9:41:04, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3896, top5_acc: 0.6372, loss_cls: 2.7690, loss: 2.7690, grad_norm: 1.5675 2020-07-18 23:35:13,864 - mmaction - INFO - Epoch [119][1180/1253] lr: 1.684e-01, eta: 2 days, 9:40:34, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4169, top5_acc: 0.6526, loss_cls: 2.6992, loss: 2.6992, grad_norm: 1.6080 2020-07-18 23:35:35,276 - mmaction - INFO - Epoch [119][1200/1253] lr: 1.684e-01, eta: 2 days, 9:40:04, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3891, top5_acc: 0.6440, loss_cls: 2.7247, loss: 2.7247, grad_norm: 1.6548 2020-07-18 23:36:02,587 - mmaction - INFO - Epoch [119][1220/1253] lr: 1.684e-01, eta: 2 days, 9:39:47, time: 1.366, data_time: 0.002, memory: 9059, top1_acc: 0.3930, top5_acc: 0.6375, loss_cls: 2.7494, loss: 2.7494, grad_norm: 1.6244 2020-07-18 23:36:24,006 - mmaction - INFO - Epoch [119][1240/1253] lr: 1.684e-01, eta: 2 days, 9:39:16, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3979, top5_acc: 0.6471, loss_cls: 2.7321, loss: 2.7321, grad_norm: 1.6117 2020-07-18 23:39:54,981 - mmaction - INFO - Epoch [120][20/1253] lr: 1.665e-01, eta: 2 days, 9:44:06, time: 9.568, data_time: 7.659, memory: 9059, top1_acc: 0.3930, top5_acc: 0.6443, loss_cls: 2.7221, loss: 2.7221, grad_norm: 1.6541 2020-07-18 23:40:17,188 - mmaction - INFO - Epoch [120][40/1253] lr: 1.665e-01, eta: 2 days, 9:43:37, time: 1.118, data_time: 0.008, memory: 9059, top1_acc: 0.3849, top5_acc: 0.6456, loss_cls: 2.7462, loss: 2.7462, grad_norm: 1.6469 2020-07-18 23:40:38,525 - mmaction - INFO - Epoch [120][60/1253] lr: 1.665e-01, eta: 2 days, 9:43:07, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.3990, top5_acc: 0.6536, loss_cls: 2.6994, loss: 2.6994, grad_norm: 1.6129 2020-07-18 23:40:59,834 - mmaction - INFO - Epoch [120][80/1253] lr: 1.665e-01, eta: 2 days, 9:42:36, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4034, top5_acc: 0.6547, loss_cls: 2.6865, loss: 2.6865, grad_norm: 1.6344 2020-07-18 23:41:21,148 - mmaction - INFO - Epoch [120][100/1253] lr: 1.665e-01, eta: 2 days, 9:42:06, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.3953, top5_acc: 0.6409, loss_cls: 2.7304, loss: 2.7304, grad_norm: 1.6392 2020-07-18 23:41:42,710 - mmaction - INFO - Epoch [120][120/1253] lr: 1.665e-01, eta: 2 days, 9:41:36, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.3945, top5_acc: 0.6466, loss_cls: 2.7190, loss: 2.7190, grad_norm: 1.6068 2020-07-18 23:42:03,965 - mmaction - INFO - Epoch [120][140/1253] lr: 1.665e-01, eta: 2 days, 9:41:05, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3927, top5_acc: 0.6443, loss_cls: 2.7452, loss: 2.7452, grad_norm: 1.6437 2020-07-18 23:42:25,581 - mmaction - INFO - Epoch [120][160/1253] lr: 1.665e-01, eta: 2 days, 9:40:35, time: 1.082, data_time: 0.003, memory: 9059, top1_acc: 0.4156, top5_acc: 0.6508, loss_cls: 2.6693, loss: 2.6693, grad_norm: 1.6130 2020-07-18 23:42:47,331 - mmaction - INFO - Epoch [120][180/1253] lr: 1.665e-01, eta: 2 days, 9:40:06, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.3888, top5_acc: 0.6359, loss_cls: 2.7336, loss: 2.7336, grad_norm: 1.6061 2020-07-18 23:43:08,751 - mmaction - INFO - Epoch [120][200/1253] lr: 1.665e-01, eta: 2 days, 9:39:36, time: 1.071, data_time: 0.003, memory: 9059, top1_acc: 0.3760, top5_acc: 0.6443, loss_cls: 2.7584, loss: 2.7584, grad_norm: 1.6350 2020-07-18 23:43:30,175 - mmaction - INFO - Epoch [120][220/1253] lr: 1.665e-01, eta: 2 days, 9:39:05, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.3773, top5_acc: 0.6378, loss_cls: 2.8184, loss: 2.8184, grad_norm: 1.6289 2020-07-18 23:43:51,444 - mmaction - INFO - Epoch [120][240/1253] lr: 1.665e-01, eta: 2 days, 9:38:35, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4057, top5_acc: 0.6500, loss_cls: 2.6931, loss: 2.6931, grad_norm: 1.6192 2020-07-18 23:44:12,757 - mmaction - INFO - Epoch [120][260/1253] lr: 1.665e-01, eta: 2 days, 9:38:04, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.4036, top5_acc: 0.6594, loss_cls: 2.6564, loss: 2.6564, grad_norm: 1.6131 2020-07-18 23:44:33,869 - mmaction - INFO - Epoch [120][280/1253] lr: 1.665e-01, eta: 2 days, 9:37:33, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.3898, top5_acc: 0.6544, loss_cls: 2.7014, loss: 2.7014, grad_norm: 1.6569 2020-07-18 23:44:55,354 - mmaction - INFO - Epoch [120][300/1253] lr: 1.665e-01, eta: 2 days, 9:37:03, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.3935, top5_acc: 0.6422, loss_cls: 2.7718, loss: 2.7718, grad_norm: 1.6513 2020-07-18 23:45:16,669 - mmaction - INFO - Epoch [120][320/1253] lr: 1.665e-01, eta: 2 days, 9:36:33, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3865, top5_acc: 0.6396, loss_cls: 2.7705, loss: 2.7705, grad_norm: 1.6340 2020-07-18 23:45:38,150 - mmaction - INFO - Epoch [120][340/1253] lr: 1.665e-01, eta: 2 days, 9:36:03, time: 1.076, data_time: 0.003, memory: 9059, top1_acc: 0.3896, top5_acc: 0.6411, loss_cls: 2.7344, loss: 2.7344, grad_norm: 1.5963 2020-07-18 23:45:59,666 - mmaction - INFO - Epoch [120][360/1253] lr: 1.665e-01, eta: 2 days, 9:35:33, time: 1.075, data_time: 0.001, memory: 9059, top1_acc: 0.3958, top5_acc: 0.6419, loss_cls: 2.6986, loss: 2.6986, grad_norm: 1.6119 2020-07-18 23:46:20,934 - mmaction - INFO - Epoch [120][380/1253] lr: 1.665e-01, eta: 2 days, 9:35:02, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3966, top5_acc: 0.6378, loss_cls: 2.7355, loss: 2.7355, grad_norm: 1.6090 2020-07-18 23:46:42,341 - mmaction - INFO - Epoch [120][400/1253] lr: 1.665e-01, eta: 2 days, 9:34:32, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.4039, top5_acc: 0.6469, loss_cls: 2.7108, loss: 2.7108, grad_norm: 1.6155 2020-07-18 23:47:03,767 - mmaction - INFO - Epoch [120][420/1253] lr: 1.665e-01, eta: 2 days, 9:34:02, time: 1.073, data_time: 0.003, memory: 9059, top1_acc: 0.3948, top5_acc: 0.6503, loss_cls: 2.7080, loss: 2.7080, grad_norm: 1.6425 2020-07-18 23:47:25,068 - mmaction - INFO - Epoch [120][440/1253] lr: 1.665e-01, eta: 2 days, 9:33:31, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.3935, top5_acc: 0.6438, loss_cls: 2.7194, loss: 2.7194, grad_norm: 1.6296 2020-07-18 23:47:46,441 - mmaction - INFO - Epoch [120][460/1253] lr: 1.665e-01, eta: 2 days, 9:33:01, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3956, top5_acc: 0.6417, loss_cls: 2.7472, loss: 2.7472, grad_norm: 1.6489 2020-07-18 23:48:07,686 - mmaction - INFO - Epoch [120][480/1253] lr: 1.665e-01, eta: 2 days, 9:32:30, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3857, top5_acc: 0.6404, loss_cls: 2.7833, loss: 2.7833, grad_norm: 1.6740 2020-07-18 23:48:29,040 - mmaction - INFO - Epoch [120][500/1253] lr: 1.665e-01, eta: 2 days, 9:32:00, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3945, top5_acc: 0.6453, loss_cls: 2.7068, loss: 2.7068, grad_norm: 1.6130 2020-07-18 23:48:50,326 - mmaction - INFO - Epoch [120][520/1253] lr: 1.665e-01, eta: 2 days, 9:31:29, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3974, top5_acc: 0.6417, loss_cls: 2.7648, loss: 2.7648, grad_norm: 1.6501 2020-07-18 23:49:11,718 - mmaction - INFO - Epoch [120][540/1253] lr: 1.665e-01, eta: 2 days, 9:30:59, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3951, top5_acc: 0.6302, loss_cls: 2.7582, loss: 2.7582, grad_norm: 1.5924 2020-07-18 23:49:32,863 - mmaction - INFO - Epoch [120][560/1253] lr: 1.665e-01, eta: 2 days, 9:30:28, time: 1.058, data_time: 0.003, memory: 9059, top1_acc: 0.3961, top5_acc: 0.6443, loss_cls: 2.7427, loss: 2.7427, grad_norm: 1.6174 2020-07-18 23:49:54,952 - mmaction - INFO - Epoch [120][580/1253] lr: 1.665e-01, eta: 2 days, 9:30:00, time: 1.105, data_time: 0.009, memory: 9059, top1_acc: 0.4021, top5_acc: 0.6565, loss_cls: 2.6967, loss: 2.6967, grad_norm: 1.6015 2020-07-18 23:50:16,285 - mmaction - INFO - Epoch [120][600/1253] lr: 1.665e-01, eta: 2 days, 9:29:29, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3951, top5_acc: 0.6484, loss_cls: 2.7117, loss: 2.7117, grad_norm: 1.5875 2020-07-18 23:50:37,687 - mmaction - INFO - Epoch [120][620/1253] lr: 1.665e-01, eta: 2 days, 9:28:59, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3995, top5_acc: 0.6604, loss_cls: 2.6763, loss: 2.6763, grad_norm: 1.6032 2020-07-18 23:51:00,065 - mmaction - INFO - Epoch [120][640/1253] lr: 1.665e-01, eta: 2 days, 9:28:31, time: 1.118, data_time: 0.001, memory: 9059, top1_acc: 0.3799, top5_acc: 0.6367, loss_cls: 2.7798, loss: 2.7798, grad_norm: 1.6439 2020-07-18 23:51:21,308 - mmaction - INFO - Epoch [120][660/1253] lr: 1.665e-01, eta: 2 days, 9:28:00, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3875, top5_acc: 0.6422, loss_cls: 2.7580, loss: 2.7580, grad_norm: 1.6107 2020-07-18 23:51:42,671 - mmaction - INFO - Epoch [120][680/1253] lr: 1.665e-01, eta: 2 days, 9:27:30, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3888, top5_acc: 0.6388, loss_cls: 2.7526, loss: 2.7526, grad_norm: 1.6428 2020-07-18 23:52:04,757 - mmaction - INFO - Epoch [120][700/1253] lr: 1.665e-01, eta: 2 days, 9:27:01, time: 1.103, data_time: 0.002, memory: 9059, top1_acc: 0.3951, top5_acc: 0.6458, loss_cls: 2.6962, loss: 2.6962, grad_norm: 1.5940 2020-07-18 23:52:26,746 - mmaction - INFO - Epoch [120][720/1253] lr: 1.665e-01, eta: 2 days, 9:26:33, time: 1.100, data_time: 0.003, memory: 9059, top1_acc: 0.3953, top5_acc: 0.6576, loss_cls: 2.6883, loss: 2.6883, grad_norm: 1.6316 2020-07-18 23:52:48,179 - mmaction - INFO - Epoch [120][740/1253] lr: 1.665e-01, eta: 2 days, 9:26:02, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3875, top5_acc: 0.6471, loss_cls: 2.7548, loss: 2.7548, grad_norm: 1.6320 2020-07-18 23:53:09,507 - mmaction - INFO - Epoch [120][760/1253] lr: 1.665e-01, eta: 2 days, 9:25:32, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.3940, top5_acc: 0.6432, loss_cls: 2.7408, loss: 2.7408, grad_norm: 1.6558 2020-07-18 23:53:30,742 - mmaction - INFO - Epoch [120][780/1253] lr: 1.665e-01, eta: 2 days, 9:25:02, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3852, top5_acc: 0.6388, loss_cls: 2.7621, loss: 2.7621, grad_norm: 1.6288 2020-07-18 23:53:52,264 - mmaction - INFO - Epoch [120][800/1253] lr: 1.665e-01, eta: 2 days, 9:24:32, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.3922, top5_acc: 0.6404, loss_cls: 2.7324, loss: 2.7324, grad_norm: 1.6343 2020-07-18 23:54:13,480 - mmaction - INFO - Epoch [120][820/1253] lr: 1.665e-01, eta: 2 days, 9:24:01, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.3849, top5_acc: 0.6411, loss_cls: 2.7430, loss: 2.7430, grad_norm: 1.6334 2020-07-18 23:54:34,739 - mmaction - INFO - Epoch [120][840/1253] lr: 1.665e-01, eta: 2 days, 9:23:31, time: 1.063, data_time: 0.006, memory: 9059, top1_acc: 0.3872, top5_acc: 0.6417, loss_cls: 2.7485, loss: 2.7485, grad_norm: 1.6289 2020-07-18 23:54:56,922 - mmaction - INFO - Epoch [120][860/1253] lr: 1.665e-01, eta: 2 days, 9:23:02, time: 1.108, data_time: 0.002, memory: 9059, top1_acc: 0.3911, top5_acc: 0.6378, loss_cls: 2.7560, loss: 2.7560, grad_norm: 1.6478 2020-07-18 23:55:18,435 - mmaction - INFO - Epoch [120][880/1253] lr: 1.665e-01, eta: 2 days, 9:22:32, time: 1.077, data_time: 0.003, memory: 9059, top1_acc: 0.3792, top5_acc: 0.6253, loss_cls: 2.8394, loss: 2.8394, grad_norm: 1.6145 2020-07-18 23:55:40,155 - mmaction - INFO - Epoch [120][900/1253] lr: 1.665e-01, eta: 2 days, 9:22:03, time: 1.086, data_time: 0.011, memory: 9059, top1_acc: 0.3914, top5_acc: 0.6427, loss_cls: 2.7815, loss: 2.7815, grad_norm: 1.6282 2020-07-18 23:56:02,634 - mmaction - INFO - Epoch [120][920/1253] lr: 1.665e-01, eta: 2 days, 9:21:35, time: 1.124, data_time: 0.002, memory: 9059, top1_acc: 0.3896, top5_acc: 0.6411, loss_cls: 2.7640, loss: 2.7640, grad_norm: 1.6201 2020-07-18 23:56:23,845 - mmaction - INFO - Epoch [120][940/1253] lr: 1.665e-01, eta: 2 days, 9:21:04, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3846, top5_acc: 0.6404, loss_cls: 2.7624, loss: 2.7624, grad_norm: 1.6159 2020-07-18 23:56:45,355 - mmaction - INFO - Epoch [120][960/1253] lr: 1.665e-01, eta: 2 days, 9:20:34, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.3922, top5_acc: 0.6477, loss_cls: 2.7118, loss: 2.7118, grad_norm: 1.6351 2020-07-18 23:57:06,792 - mmaction - INFO - Epoch [120][980/1253] lr: 1.665e-01, eta: 2 days, 9:20:04, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3872, top5_acc: 0.6326, loss_cls: 2.7716, loss: 2.7716, grad_norm: 1.6140 2020-07-18 23:57:28,187 - mmaction - INFO - Epoch [120][1000/1253] lr: 1.665e-01, eta: 2 days, 9:19:34, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.3943, top5_acc: 0.6513, loss_cls: 2.6907, loss: 2.6907, grad_norm: 1.6005 2020-07-18 23:57:49,406 - mmaction - INFO - Epoch [120][1020/1253] lr: 1.665e-01, eta: 2 days, 9:19:04, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3971, top5_acc: 0.6458, loss_cls: 2.7231, loss: 2.7231, grad_norm: 1.5637 2020-07-18 23:58:10,717 - mmaction - INFO - Epoch [120][1040/1253] lr: 1.665e-01, eta: 2 days, 9:18:33, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.3956, top5_acc: 0.6510, loss_cls: 2.6948, loss: 2.6948, grad_norm: 1.6166 2020-07-18 23:58:32,193 - mmaction - INFO - Epoch [120][1060/1253] lr: 1.665e-01, eta: 2 days, 9:18:03, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3872, top5_acc: 0.6357, loss_cls: 2.7474, loss: 2.7474, grad_norm: 1.6494 2020-07-18 23:58:53,428 - mmaction - INFO - Epoch [120][1080/1253] lr: 1.665e-01, eta: 2 days, 9:17:33, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.3883, top5_acc: 0.6414, loss_cls: 2.7693, loss: 2.7693, grad_norm: 1.6249 2020-07-18 23:59:14,690 - mmaction - INFO - Epoch [120][1100/1253] lr: 1.665e-01, eta: 2 days, 9:17:03, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.3969, top5_acc: 0.6534, loss_cls: 2.7164, loss: 2.7164, grad_norm: 1.6505 2020-07-18 23:59:36,328 - mmaction - INFO - Epoch [120][1120/1253] lr: 1.665e-01, eta: 2 days, 9:16:33, time: 1.082, data_time: 0.002, memory: 9059, top1_acc: 0.3948, top5_acc: 0.6357, loss_cls: 2.7700, loss: 2.7700, grad_norm: 1.6060 2020-07-18 23:59:57,535 - mmaction - INFO - Epoch [120][1140/1253] lr: 1.665e-01, eta: 2 days, 9:16:02, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3909, top5_acc: 0.6349, loss_cls: 2.7474, loss: 2.7474, grad_norm: 1.6204 2020-07-19 00:00:30,528 - mmaction - INFO - Epoch [120][1160/1253] lr: 1.665e-01, eta: 2 days, 9:15:56, time: 1.636, data_time: 0.005, memory: 9059, top1_acc: 0.3880, top5_acc: 0.6414, loss_cls: 2.7601, loss: 2.7601, grad_norm: 1.6607 2020-07-19 00:00:52,393 - mmaction - INFO - Epoch [120][1180/1253] lr: 1.665e-01, eta: 2 days, 9:15:28, time: 1.108, data_time: 0.029, memory: 9059, top1_acc: 0.3836, top5_acc: 0.6227, loss_cls: 2.8000, loss: 2.8000, grad_norm: 1.5982 2020-07-19 00:01:14,239 - mmaction - INFO - Epoch [120][1200/1253] lr: 1.665e-01, eta: 2 days, 9:14:59, time: 1.093, data_time: 0.002, memory: 9059, top1_acc: 0.3763, top5_acc: 0.6263, loss_cls: 2.8281, loss: 2.8281, grad_norm: 1.6557 2020-07-19 00:01:35,326 - mmaction - INFO - Epoch [120][1220/1253] lr: 1.665e-01, eta: 2 days, 9:14:28, time: 1.053, data_time: 0.002, memory: 9059, top1_acc: 0.3917, top5_acc: 0.6372, loss_cls: 2.7764, loss: 2.7764, grad_norm: 1.6214 2020-07-19 00:01:56,712 - mmaction - INFO - Epoch [120][1240/1253] lr: 1.665e-01, eta: 2 days, 9:13:58, time: 1.071, data_time: 0.003, memory: 9059, top1_acc: 0.4081, top5_acc: 0.6549, loss_cls: 2.6599, loss: 2.6599, grad_norm: 1.5874 2020-07-19 00:02:23,084 - mmaction - INFO - Saving checkpoint at 120 epochs 2020-07-19 00:06:02,508 - mmaction - INFO - Epoch [121][20/1253] lr: 1.647e-01, eta: 2 days, 9:19:34, time: 10.837, data_time: 9.590, memory: 9059, top1_acc: 0.3857, top5_acc: 0.6411, loss_cls: 2.7603, loss: 2.7603, grad_norm: 1.6521 2020-07-19 00:06:23,775 - mmaction - INFO - Epoch [121][40/1253] lr: 1.647e-01, eta: 2 days, 9:19:03, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3992, top5_acc: 0.6599, loss_cls: 2.6880, loss: 2.6880, grad_norm: 1.6459 2020-07-19 00:06:45,700 - mmaction - INFO - Epoch [121][60/1253] lr: 1.647e-01, eta: 2 days, 9:18:34, time: 1.095, data_time: 0.002, memory: 9059, top1_acc: 0.4044, top5_acc: 0.6560, loss_cls: 2.6641, loss: 2.6641, grad_norm: 1.6248 2020-07-19 00:07:06,995 - mmaction - INFO - Epoch [121][80/1253] lr: 1.647e-01, eta: 2 days, 9:18:04, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.3771, top5_acc: 0.6370, loss_cls: 2.7820, loss: 2.7820, grad_norm: 1.6531 2020-07-19 00:07:28,440 - mmaction - INFO - Epoch [121][100/1253] lr: 1.647e-01, eta: 2 days, 9:17:33, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4000, top5_acc: 0.6453, loss_cls: 2.7135, loss: 2.7135, grad_norm: 1.6134 2020-07-19 00:07:49,640 - mmaction - INFO - Epoch [121][120/1253] lr: 1.647e-01, eta: 2 days, 9:17:03, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3982, top5_acc: 0.6466, loss_cls: 2.7112, loss: 2.7112, grad_norm: 1.6140 2020-07-19 00:08:11,109 - mmaction - INFO - Epoch [121][140/1253] lr: 1.647e-01, eta: 2 days, 9:16:33, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3956, top5_acc: 0.6461, loss_cls: 2.6905, loss: 2.6905, grad_norm: 1.6269 2020-07-19 00:08:32,375 - mmaction - INFO - Epoch [121][160/1253] lr: 1.647e-01, eta: 2 days, 9:16:02, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.3951, top5_acc: 0.6419, loss_cls: 2.7298, loss: 2.7298, grad_norm: 1.5907 2020-07-19 00:08:54,152 - mmaction - INFO - Epoch [121][180/1253] lr: 1.647e-01, eta: 2 days, 9:15:32, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.4089, top5_acc: 0.6654, loss_cls: 2.6165, loss: 2.6165, grad_norm: 1.6258 2020-07-19 00:09:15,806 - mmaction - INFO - Epoch [121][200/1253] lr: 1.647e-01, eta: 2 days, 9:15:03, time: 1.094, data_time: 0.013, memory: 9059, top1_acc: 0.3943, top5_acc: 0.6406, loss_cls: 2.7589, loss: 2.7589, grad_norm: 1.6519 2020-07-19 00:09:37,288 - mmaction - INFO - Epoch [121][220/1253] lr: 1.647e-01, eta: 2 days, 9:14:33, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.3852, top5_acc: 0.6469, loss_cls: 2.7436, loss: 2.7436, grad_norm: 1.6327 2020-07-19 00:09:59,095 - mmaction - INFO - Epoch [121][240/1253] lr: 1.647e-01, eta: 2 days, 9:14:04, time: 1.089, data_time: 0.001, memory: 9059, top1_acc: 0.3995, top5_acc: 0.6404, loss_cls: 2.7393, loss: 2.7393, grad_norm: 1.6352 2020-07-19 00:10:20,406 - mmaction - INFO - Epoch [121][260/1253] lr: 1.647e-01, eta: 2 days, 9:13:34, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3859, top5_acc: 0.6320, loss_cls: 2.7703, loss: 2.7703, grad_norm: 1.6241 2020-07-19 00:10:41,884 - mmaction - INFO - Epoch [121][280/1253] lr: 1.647e-01, eta: 2 days, 9:13:04, time: 1.076, data_time: 0.004, memory: 9059, top1_acc: 0.3964, top5_acc: 0.6536, loss_cls: 2.6827, loss: 2.6827, grad_norm: 1.6167 2020-07-19 00:11:03,178 - mmaction - INFO - Epoch [121][300/1253] lr: 1.647e-01, eta: 2 days, 9:12:33, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3872, top5_acc: 0.6521, loss_cls: 2.7330, loss: 2.7330, grad_norm: 1.6097 2020-07-19 00:11:24,454 - mmaction - INFO - Epoch [121][320/1253] lr: 1.647e-01, eta: 2 days, 9:12:03, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3846, top5_acc: 0.6391, loss_cls: 2.7627, loss: 2.7627, grad_norm: 1.6019 2020-07-19 00:11:45,692 - mmaction - INFO - Epoch [121][340/1253] lr: 1.647e-01, eta: 2 days, 9:11:32, time: 1.061, data_time: 0.001, memory: 9059, top1_acc: 0.4029, top5_acc: 0.6578, loss_cls: 2.6553, loss: 2.6553, grad_norm: 1.6439 2020-07-19 00:12:07,017 - mmaction - INFO - Epoch [121][360/1253] lr: 1.647e-01, eta: 2 days, 9:11:02, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3977, top5_acc: 0.6461, loss_cls: 2.7173, loss: 2.7173, grad_norm: 1.6310 2020-07-19 00:12:28,753 - mmaction - INFO - Epoch [121][380/1253] lr: 1.647e-01, eta: 2 days, 9:10:32, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.3924, top5_acc: 0.6542, loss_cls: 2.6972, loss: 2.6972, grad_norm: 1.6373 2020-07-19 00:12:50,027 - mmaction - INFO - Epoch [121][400/1253] lr: 1.647e-01, eta: 2 days, 9:10:02, time: 1.065, data_time: 0.004, memory: 9059, top1_acc: 0.3898, top5_acc: 0.6310, loss_cls: 2.7636, loss: 2.7636, grad_norm: 1.6590 2020-07-19 00:13:11,293 - mmaction - INFO - Epoch [121][420/1253] lr: 1.647e-01, eta: 2 days, 9:09:32, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3898, top5_acc: 0.6393, loss_cls: 2.7715, loss: 2.7715, grad_norm: 1.6502 2020-07-19 00:13:32,740 - mmaction - INFO - Epoch [121][440/1253] lr: 1.647e-01, eta: 2 days, 9:09:02, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3984, top5_acc: 0.6568, loss_cls: 2.7028, loss: 2.7028, grad_norm: 1.5666 2020-07-19 00:13:54,019 - mmaction - INFO - Epoch [121][460/1253] lr: 1.647e-01, eta: 2 days, 9:08:31, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3826, top5_acc: 0.6409, loss_cls: 2.7609, loss: 2.7609, grad_norm: 1.6401 2020-07-19 00:14:15,242 - mmaction - INFO - Epoch [121][480/1253] lr: 1.647e-01, eta: 2 days, 9:08:01, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3872, top5_acc: 0.6422, loss_cls: 2.7457, loss: 2.7457, grad_norm: 1.6469 2020-07-19 00:14:36,544 - mmaction - INFO - Epoch [121][500/1253] lr: 1.647e-01, eta: 2 days, 9:07:30, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3786, top5_acc: 0.6445, loss_cls: 2.7474, loss: 2.7474, grad_norm: 1.6517 2020-07-19 00:14:57,906 - mmaction - INFO - Epoch [121][520/1253] lr: 1.647e-01, eta: 2 days, 9:07:00, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3888, top5_acc: 0.6388, loss_cls: 2.7348, loss: 2.7348, grad_norm: 1.6308 2020-07-19 00:15:19,467 - mmaction - INFO - Epoch [121][540/1253] lr: 1.647e-01, eta: 2 days, 9:06:30, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.3969, top5_acc: 0.6357, loss_cls: 2.7424, loss: 2.7424, grad_norm: 1.6442 2020-07-19 00:15:40,652 - mmaction - INFO - Epoch [121][560/1253] lr: 1.647e-01, eta: 2 days, 9:06:00, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.3883, top5_acc: 0.6367, loss_cls: 2.7654, loss: 2.7654, grad_norm: 1.6230 2020-07-19 00:16:01,801 - mmaction - INFO - Epoch [121][580/1253] lr: 1.647e-01, eta: 2 days, 9:05:29, time: 1.059, data_time: 0.003, memory: 9059, top1_acc: 0.4047, top5_acc: 0.6479, loss_cls: 2.7222, loss: 2.7222, grad_norm: 1.5909 2020-07-19 00:16:23,649 - mmaction - INFO - Epoch [121][600/1253] lr: 1.647e-01, eta: 2 days, 9:05:00, time: 1.092, data_time: 0.002, memory: 9059, top1_acc: 0.3815, top5_acc: 0.6339, loss_cls: 2.7623, loss: 2.7623, grad_norm: 1.6321 2020-07-19 00:16:44,962 - mmaction - INFO - Epoch [121][620/1253] lr: 1.647e-01, eta: 2 days, 9:04:30, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4060, top5_acc: 0.6544, loss_cls: 2.6836, loss: 2.6836, grad_norm: 1.5770 2020-07-19 00:17:06,194 - mmaction - INFO - Epoch [121][640/1253] lr: 1.647e-01, eta: 2 days, 9:03:59, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3927, top5_acc: 0.6464, loss_cls: 2.7347, loss: 2.7347, grad_norm: 1.6234 2020-07-19 00:17:27,551 - mmaction - INFO - Epoch [121][660/1253] lr: 1.647e-01, eta: 2 days, 9:03:29, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3984, top5_acc: 0.6549, loss_cls: 2.7042, loss: 2.7042, grad_norm: 1.6121 2020-07-19 00:17:48,712 - mmaction - INFO - Epoch [121][680/1253] lr: 1.647e-01, eta: 2 days, 9:02:59, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.3922, top5_acc: 0.6435, loss_cls: 2.7419, loss: 2.7419, grad_norm: 1.6163 2020-07-19 00:18:09,928 - mmaction - INFO - Epoch [121][700/1253] lr: 1.647e-01, eta: 2 days, 9:02:28, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3745, top5_acc: 0.6372, loss_cls: 2.7766, loss: 2.7766, grad_norm: 1.6313 2020-07-19 00:18:31,091 - mmaction - INFO - Epoch [121][720/1253] lr: 1.647e-01, eta: 2 days, 9:01:58, time: 1.057, data_time: 0.001, memory: 9059, top1_acc: 0.4021, top5_acc: 0.6536, loss_cls: 2.6973, loss: 2.6973, grad_norm: 1.6575 2020-07-19 00:18:52,210 - mmaction - INFO - Epoch [121][740/1253] lr: 1.647e-01, eta: 2 days, 9:01:27, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.4018, top5_acc: 0.6440, loss_cls: 2.7071, loss: 2.7071, grad_norm: 1.6222 2020-07-19 00:19:13,575 - mmaction - INFO - Epoch [121][760/1253] lr: 1.647e-01, eta: 2 days, 9:00:57, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3799, top5_acc: 0.6458, loss_cls: 2.7646, loss: 2.7646, grad_norm: 1.5771 2020-07-19 00:19:34,889 - mmaction - INFO - Epoch [121][780/1253] lr: 1.647e-01, eta: 2 days, 9:00:27, time: 1.066, data_time: 0.004, memory: 9059, top1_acc: 0.3859, top5_acc: 0.6479, loss_cls: 2.7181, loss: 2.7181, grad_norm: 1.5665 2020-07-19 00:19:56,242 - mmaction - INFO - Epoch [121][800/1253] lr: 1.647e-01, eta: 2 days, 8:59:56, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3919, top5_acc: 0.6414, loss_cls: 2.7238, loss: 2.7238, grad_norm: 1.5982 2020-07-19 00:20:17,373 - mmaction - INFO - Epoch [121][820/1253] lr: 1.647e-01, eta: 2 days, 8:59:26, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.3930, top5_acc: 0.6414, loss_cls: 2.7483, loss: 2.7483, grad_norm: 1.6493 2020-07-19 00:20:38,715 - mmaction - INFO - Epoch [121][840/1253] lr: 1.647e-01, eta: 2 days, 8:58:56, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4096, top5_acc: 0.6516, loss_cls: 2.6846, loss: 2.6846, grad_norm: 1.5920 2020-07-19 00:20:59,925 - mmaction - INFO - Epoch [121][860/1253] lr: 1.647e-01, eta: 2 days, 8:58:25, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3987, top5_acc: 0.6563, loss_cls: 2.7151, loss: 2.7151, grad_norm: 1.6542 2020-07-19 00:21:21,413 - mmaction - INFO - Epoch [121][880/1253] lr: 1.647e-01, eta: 2 days, 8:57:55, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.3927, top5_acc: 0.6469, loss_cls: 2.7382, loss: 2.7382, grad_norm: 1.6298 2020-07-19 00:21:42,660 - mmaction - INFO - Epoch [121][900/1253] lr: 1.647e-01, eta: 2 days, 8:57:25, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.4052, top5_acc: 0.6490, loss_cls: 2.7078, loss: 2.7078, grad_norm: 1.6056 2020-07-19 00:22:03,889 - mmaction - INFO - Epoch [121][920/1253] lr: 1.647e-01, eta: 2 days, 8:56:55, time: 1.061, data_time: 0.001, memory: 9059, top1_acc: 0.4047, top5_acc: 0.6544, loss_cls: 2.6969, loss: 2.6969, grad_norm: 1.6398 2020-07-19 00:22:25,151 - mmaction - INFO - Epoch [121][940/1253] lr: 1.647e-01, eta: 2 days, 8:56:24, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3966, top5_acc: 0.6393, loss_cls: 2.7546, loss: 2.7546, grad_norm: 1.6447 2020-07-19 00:22:46,324 - mmaction - INFO - Epoch [121][960/1253] lr: 1.647e-01, eta: 2 days, 8:55:54, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4039, top5_acc: 0.6427, loss_cls: 2.6628, loss: 2.6628, grad_norm: 1.6070 2020-07-19 00:23:07,698 - mmaction - INFO - Epoch [121][980/1253] lr: 1.647e-01, eta: 2 days, 8:55:24, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3891, top5_acc: 0.6391, loss_cls: 2.7817, loss: 2.7817, grad_norm: 1.6359 2020-07-19 00:23:28,821 - mmaction - INFO - Epoch [121][1000/1253] lr: 1.647e-01, eta: 2 days, 8:54:53, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.4013, top5_acc: 0.6521, loss_cls: 2.6829, loss: 2.6829, grad_norm: 1.6287 2020-07-19 00:23:50,074 - mmaction - INFO - Epoch [121][1020/1253] lr: 1.647e-01, eta: 2 days, 8:54:23, time: 1.061, data_time: 0.001, memory: 9059, top1_acc: 0.3898, top5_acc: 0.6380, loss_cls: 2.7560, loss: 2.7560, grad_norm: 1.6405 2020-07-19 00:24:11,674 - mmaction - INFO - Epoch [121][1040/1253] lr: 1.647e-01, eta: 2 days, 8:53:53, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.3914, top5_acc: 0.6370, loss_cls: 2.7459, loss: 2.7459, grad_norm: 1.6445 2020-07-19 00:24:32,976 - mmaction - INFO - Epoch [121][1060/1253] lr: 1.647e-01, eta: 2 days, 8:53:23, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.3797, top5_acc: 0.6370, loss_cls: 2.7772, loss: 2.7772, grad_norm: 1.6521 2020-07-19 00:24:54,122 - mmaction - INFO - Epoch [121][1080/1253] lr: 1.647e-01, eta: 2 days, 8:52:53, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3724, top5_acc: 0.6310, loss_cls: 2.7897, loss: 2.7897, grad_norm: 1.6634 2020-07-19 00:25:15,586 - mmaction - INFO - Epoch [121][1100/1253] lr: 1.647e-01, eta: 2 days, 8:52:23, time: 1.072, data_time: 0.001, memory: 9059, top1_acc: 0.3924, top5_acc: 0.6505, loss_cls: 2.7143, loss: 2.7143, grad_norm: 1.6215 2020-07-19 00:25:36,861 - mmaction - INFO - Epoch [121][1120/1253] lr: 1.647e-01, eta: 2 days, 8:51:52, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3969, top5_acc: 0.6529, loss_cls: 2.7136, loss: 2.7136, grad_norm: 1.6695 2020-07-19 00:25:58,268 - mmaction - INFO - Epoch [121][1140/1253] lr: 1.647e-01, eta: 2 days, 8:51:22, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3885, top5_acc: 0.6432, loss_cls: 2.7249, loss: 2.7249, grad_norm: 1.6510 2020-07-19 00:26:19,540 - mmaction - INFO - Epoch [121][1160/1253] lr: 1.647e-01, eta: 2 days, 8:50:52, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3911, top5_acc: 0.6422, loss_cls: 2.7692, loss: 2.7692, grad_norm: 1.6621 2020-07-19 00:26:41,009 - mmaction - INFO - Epoch [121][1180/1253] lr: 1.647e-01, eta: 2 days, 8:50:22, time: 1.074, data_time: 0.003, memory: 9059, top1_acc: 0.4039, top5_acc: 0.6557, loss_cls: 2.7056, loss: 2.7056, grad_norm: 1.6198 2020-07-19 00:27:02,418 - mmaction - INFO - Epoch [121][1200/1253] lr: 1.647e-01, eta: 2 days, 8:49:52, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3935, top5_acc: 0.6458, loss_cls: 2.7552, loss: 2.7552, grad_norm: 1.6582 2020-07-19 00:27:24,236 - mmaction - INFO - Epoch [121][1220/1253] lr: 1.647e-01, eta: 2 days, 8:49:23, time: 1.092, data_time: 0.002, memory: 9059, top1_acc: 0.3857, top5_acc: 0.6406, loss_cls: 2.7670, loss: 2.7670, grad_norm: 1.6142 2020-07-19 00:27:45,469 - mmaction - INFO - Epoch [121][1240/1253] lr: 1.647e-01, eta: 2 days, 8:48:53, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.3854, top5_acc: 0.6477, loss_cls: 2.7729, loss: 2.7729, grad_norm: 1.6597 2020-07-19 00:31:32,308 - mmaction - INFO - Epoch [122][20/1253] lr: 1.629e-01, eta: 2 days, 8:53:51, time: 10.139, data_time: 8.767, memory: 9059, top1_acc: 0.4044, top5_acc: 0.6539, loss_cls: 2.6894, loss: 2.6894, grad_norm: 1.6595 2020-07-19 00:31:53,586 - mmaction - INFO - Epoch [122][40/1253] lr: 1.629e-01, eta: 2 days, 8:53:21, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.3924, top5_acc: 0.6589, loss_cls: 2.7102, loss: 2.7102, grad_norm: 1.6278 2020-07-19 00:32:14,893 - mmaction - INFO - Epoch [122][60/1253] lr: 1.629e-01, eta: 2 days, 8:52:51, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3927, top5_acc: 0.6424, loss_cls: 2.7477, loss: 2.7477, grad_norm: 1.6448 2020-07-19 00:32:36,344 - mmaction - INFO - Epoch [122][80/1253] lr: 1.629e-01, eta: 2 days, 8:52:21, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3927, top5_acc: 0.6318, loss_cls: 2.7625, loss: 2.7625, grad_norm: 1.6396 2020-07-19 00:32:57,658 - mmaction - INFO - Epoch [122][100/1253] lr: 1.629e-01, eta: 2 days, 8:51:51, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3932, top5_acc: 0.6443, loss_cls: 2.7194, loss: 2.7194, grad_norm: 1.6555 2020-07-19 00:33:19,025 - mmaction - INFO - Epoch [122][120/1253] lr: 1.629e-01, eta: 2 days, 8:51:20, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.3841, top5_acc: 0.6458, loss_cls: 2.7545, loss: 2.7545, grad_norm: 1.6183 2020-07-19 00:33:40,640 - mmaction - INFO - Epoch [122][140/1253] lr: 1.629e-01, eta: 2 days, 8:50:51, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.4016, top5_acc: 0.6544, loss_cls: 2.6836, loss: 2.6836, grad_norm: 1.6254 2020-07-19 00:34:01,984 - mmaction - INFO - Epoch [122][160/1253] lr: 1.629e-01, eta: 2 days, 8:50:21, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4086, top5_acc: 0.6539, loss_cls: 2.6661, loss: 2.6661, grad_norm: 1.6208 2020-07-19 00:34:23,582 - mmaction - INFO - Epoch [122][180/1253] lr: 1.629e-01, eta: 2 days, 8:49:51, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.3784, top5_acc: 0.6378, loss_cls: 2.7688, loss: 2.7688, grad_norm: 1.6726 2020-07-19 00:34:45,169 - mmaction - INFO - Epoch [122][200/1253] lr: 1.629e-01, eta: 2 days, 8:49:21, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.4039, top5_acc: 0.6479, loss_cls: 2.7121, loss: 2.7121, grad_norm: 1.6476 2020-07-19 00:35:06,563 - mmaction - INFO - Epoch [122][220/1253] lr: 1.629e-01, eta: 2 days, 8:48:51, time: 1.071, data_time: 0.003, memory: 9059, top1_acc: 0.3992, top5_acc: 0.6526, loss_cls: 2.6972, loss: 2.6972, grad_norm: 1.6058 2020-07-19 00:35:28,058 - mmaction - INFO - Epoch [122][240/1253] lr: 1.629e-01, eta: 2 days, 8:48:21, time: 1.074, data_time: 0.001, memory: 9059, top1_acc: 0.4039, top5_acc: 0.6523, loss_cls: 2.6899, loss: 2.6899, grad_norm: 1.6208 2020-07-19 00:35:49,384 - mmaction - INFO - Epoch [122][260/1253] lr: 1.629e-01, eta: 2 days, 8:47:51, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4049, top5_acc: 0.6466, loss_cls: 2.6917, loss: 2.6917, grad_norm: 1.6272 2020-07-19 00:36:10,504 - mmaction - INFO - Epoch [122][280/1253] lr: 1.629e-01, eta: 2 days, 8:47:21, time: 1.056, data_time: 0.001, memory: 9059, top1_acc: 0.3906, top5_acc: 0.6406, loss_cls: 2.7562, loss: 2.7562, grad_norm: 1.6575 2020-07-19 00:36:31,964 - mmaction - INFO - Epoch [122][300/1253] lr: 1.629e-01, eta: 2 days, 8:46:51, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3909, top5_acc: 0.6505, loss_cls: 2.7012, loss: 2.7012, grad_norm: 1.6746 2020-07-19 00:36:53,193 - mmaction - INFO - Epoch [122][320/1253] lr: 1.629e-01, eta: 2 days, 8:46:20, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4034, top5_acc: 0.6526, loss_cls: 2.7175, loss: 2.7175, grad_norm: 1.6428 2020-07-19 00:37:14,694 - mmaction - INFO - Epoch [122][340/1253] lr: 1.629e-01, eta: 2 days, 8:45:51, time: 1.076, data_time: 0.003, memory: 9059, top1_acc: 0.3839, top5_acc: 0.6409, loss_cls: 2.7519, loss: 2.7519, grad_norm: 1.6172 2020-07-19 00:37:35,898 - mmaction - INFO - Epoch [122][360/1253] lr: 1.629e-01, eta: 2 days, 8:45:20, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3875, top5_acc: 0.6388, loss_cls: 2.7800, loss: 2.7800, grad_norm: 1.6414 2020-07-19 00:37:57,223 - mmaction - INFO - Epoch [122][380/1253] lr: 1.629e-01, eta: 2 days, 8:44:50, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.4010, top5_acc: 0.6516, loss_cls: 2.7128, loss: 2.7128, grad_norm: 1.6419 2020-07-19 00:38:19,176 - mmaction - INFO - Epoch [122][400/1253] lr: 1.629e-01, eta: 2 days, 8:44:21, time: 1.098, data_time: 0.002, memory: 9059, top1_acc: 0.3919, top5_acc: 0.6393, loss_cls: 2.7276, loss: 2.7276, grad_norm: 1.6326 2020-07-19 00:38:40,377 - mmaction - INFO - Epoch [122][420/1253] lr: 1.629e-01, eta: 2 days, 8:43:51, time: 1.059, data_time: 0.001, memory: 9059, top1_acc: 0.4102, top5_acc: 0.6594, loss_cls: 2.6402, loss: 2.6402, grad_norm: 1.6712 2020-07-19 00:39:01,718 - mmaction - INFO - Epoch [122][440/1253] lr: 1.629e-01, eta: 2 days, 8:43:21, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3969, top5_acc: 0.6508, loss_cls: 2.7313, loss: 2.7313, grad_norm: 1.6315 2020-07-19 00:39:23,459 - mmaction - INFO - Epoch [122][460/1253] lr: 1.629e-01, eta: 2 days, 8:42:51, time: 1.087, data_time: 0.002, memory: 9059, top1_acc: 0.3857, top5_acc: 0.6346, loss_cls: 2.7532, loss: 2.7532, grad_norm: 1.6464 2020-07-19 00:39:44,702 - mmaction - INFO - Epoch [122][480/1253] lr: 1.629e-01, eta: 2 days, 8:42:21, time: 1.061, data_time: 0.001, memory: 9059, top1_acc: 0.3971, top5_acc: 0.6380, loss_cls: 2.7481, loss: 2.7481, grad_norm: 1.6173 2020-07-19 00:40:06,021 - mmaction - INFO - Epoch [122][500/1253] lr: 1.629e-01, eta: 2 days, 8:41:51, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.4000, top5_acc: 0.6560, loss_cls: 2.6806, loss: 2.6806, grad_norm: 1.6281 2020-07-19 00:40:27,343 - mmaction - INFO - Epoch [122][520/1253] lr: 1.629e-01, eta: 2 days, 8:41:21, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3951, top5_acc: 0.6464, loss_cls: 2.7258, loss: 2.7258, grad_norm: 1.6157 2020-07-19 00:40:48,844 - mmaction - INFO - Epoch [122][540/1253] lr: 1.629e-01, eta: 2 days, 8:40:51, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.4029, top5_acc: 0.6440, loss_cls: 2.6896, loss: 2.6896, grad_norm: 1.6391 2020-07-19 00:41:09,956 - mmaction - INFO - Epoch [122][560/1253] lr: 1.629e-01, eta: 2 days, 8:40:20, time: 1.056, data_time: 0.003, memory: 9059, top1_acc: 0.3927, top5_acc: 0.6422, loss_cls: 2.7658, loss: 2.7658, grad_norm: 1.6911 2020-07-19 00:41:31,531 - mmaction - INFO - Epoch [122][580/1253] lr: 1.629e-01, eta: 2 days, 8:39:51, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.3979, top5_acc: 0.6482, loss_cls: 2.7311, loss: 2.7311, grad_norm: 1.6456 2020-07-19 00:41:53,300 - mmaction - INFO - Epoch [122][600/1253] lr: 1.629e-01, eta: 2 days, 8:39:22, time: 1.089, data_time: 0.004, memory: 9059, top1_acc: 0.3888, top5_acc: 0.6352, loss_cls: 2.7466, loss: 2.7466, grad_norm: 1.6244 2020-07-19 00:42:14,748 - mmaction - INFO - Epoch [122][620/1253] lr: 1.629e-01, eta: 2 days, 8:38:52, time: 1.074, data_time: 0.003, memory: 9059, top1_acc: 0.3904, top5_acc: 0.6544, loss_cls: 2.7152, loss: 2.7152, grad_norm: 1.6133 2020-07-19 00:42:35,970 - mmaction - INFO - Epoch [122][640/1253] lr: 1.629e-01, eta: 2 days, 8:38:21, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3906, top5_acc: 0.6406, loss_cls: 2.7439, loss: 2.7439, grad_norm: 1.6419 2020-07-19 00:42:57,193 - mmaction - INFO - Epoch [122][660/1253] lr: 1.629e-01, eta: 2 days, 8:37:51, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3862, top5_acc: 0.6487, loss_cls: 2.7211, loss: 2.7211, grad_norm: 1.6424 2020-07-19 00:43:18,609 - mmaction - INFO - Epoch [122][680/1253] lr: 1.629e-01, eta: 2 days, 8:37:21, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3987, top5_acc: 0.6391, loss_cls: 2.7506, loss: 2.7506, grad_norm: 1.6219 2020-07-19 00:43:40,444 - mmaction - INFO - Epoch [122][700/1253] lr: 1.629e-01, eta: 2 days, 8:36:52, time: 1.092, data_time: 0.002, memory: 9059, top1_acc: 0.3938, top5_acc: 0.6500, loss_cls: 2.7091, loss: 2.7091, grad_norm: 1.6357 2020-07-19 00:44:02,208 - mmaction - INFO - Epoch [122][720/1253] lr: 1.629e-01, eta: 2 days, 8:36:23, time: 1.088, data_time: 0.002, memory: 9059, top1_acc: 0.3794, top5_acc: 0.6417, loss_cls: 2.7389, loss: 2.7389, grad_norm: 1.6947 2020-07-19 00:44:24,063 - mmaction - INFO - Epoch [122][740/1253] lr: 1.629e-01, eta: 2 days, 8:35:54, time: 1.092, data_time: 0.002, memory: 9059, top1_acc: 0.3974, top5_acc: 0.6391, loss_cls: 2.7435, loss: 2.7435, grad_norm: 1.6029 2020-07-19 00:44:45,511 - mmaction - INFO - Epoch [122][760/1253] lr: 1.629e-01, eta: 2 days, 8:35:24, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3883, top5_acc: 0.6357, loss_cls: 2.7689, loss: 2.7689, grad_norm: 1.6477 2020-07-19 00:45:07,120 - mmaction - INFO - Epoch [122][780/1253] lr: 1.629e-01, eta: 2 days, 8:34:55, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.3943, top5_acc: 0.6469, loss_cls: 2.7146, loss: 2.7146, grad_norm: 1.6183 2020-07-19 00:45:29,118 - mmaction - INFO - Epoch [122][800/1253] lr: 1.629e-01, eta: 2 days, 8:34:26, time: 1.099, data_time: 0.002, memory: 9059, top1_acc: 0.4115, top5_acc: 0.6482, loss_cls: 2.6784, loss: 2.6784, grad_norm: 1.6001 2020-07-19 00:45:51,087 - mmaction - INFO - Epoch [122][820/1253] lr: 1.629e-01, eta: 2 days, 8:33:57, time: 1.099, data_time: 0.003, memory: 9059, top1_acc: 0.3901, top5_acc: 0.6568, loss_cls: 2.6897, loss: 2.6897, grad_norm: 1.6399 2020-07-19 00:46:12,958 - mmaction - INFO - Epoch [122][840/1253] lr: 1.629e-01, eta: 2 days, 8:33:28, time: 1.094, data_time: 0.002, memory: 9059, top1_acc: 0.3875, top5_acc: 0.6544, loss_cls: 2.6969, loss: 2.6969, grad_norm: 1.6318 2020-07-19 00:46:34,232 - mmaction - INFO - Epoch [122][860/1253] lr: 1.629e-01, eta: 2 days, 8:32:58, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3932, top5_acc: 0.6432, loss_cls: 2.7390, loss: 2.7390, grad_norm: 1.6620 2020-07-19 00:46:55,885 - mmaction - INFO - Epoch [122][880/1253] lr: 1.629e-01, eta: 2 days, 8:32:29, time: 1.086, data_time: 0.005, memory: 9059, top1_acc: 0.3773, top5_acc: 0.6336, loss_cls: 2.7687, loss: 2.7687, grad_norm: 1.6401 2020-07-19 00:47:16,994 - mmaction - INFO - Epoch [122][900/1253] lr: 1.629e-01, eta: 2 days, 8:31:58, time: 1.056, data_time: 0.001, memory: 9059, top1_acc: 0.3831, top5_acc: 0.6357, loss_cls: 2.7889, loss: 2.7889, grad_norm: 1.6387 2020-07-19 00:47:38,305 - mmaction - INFO - Epoch [122][920/1253] lr: 1.629e-01, eta: 2 days, 8:31:28, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.3760, top5_acc: 0.6315, loss_cls: 2.7937, loss: 2.7937, grad_norm: 1.6253 2020-07-19 00:47:59,544 - mmaction - INFO - Epoch [122][940/1253] lr: 1.629e-01, eta: 2 days, 8:30:58, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4091, top5_acc: 0.6563, loss_cls: 2.6650, loss: 2.6650, grad_norm: 1.6442 2020-07-19 00:48:20,872 - mmaction - INFO - Epoch [122][960/1253] lr: 1.629e-01, eta: 2 days, 8:30:28, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4000, top5_acc: 0.6474, loss_cls: 2.7077, loss: 2.7077, grad_norm: 1.6195 2020-07-19 00:48:42,142 - mmaction - INFO - Epoch [122][980/1253] lr: 1.629e-01, eta: 2 days, 8:29:58, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3969, top5_acc: 0.6464, loss_cls: 2.7046, loss: 2.7046, grad_norm: 1.6568 2020-07-19 00:49:03,557 - mmaction - INFO - Epoch [122][1000/1253] lr: 1.629e-01, eta: 2 days, 8:29:28, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3896, top5_acc: 0.6406, loss_cls: 2.7318, loss: 2.7318, grad_norm: 1.6184 2020-07-19 00:49:25,829 - mmaction - INFO - Epoch [122][1020/1253] lr: 1.629e-01, eta: 2 days, 8:29:00, time: 1.112, data_time: 0.001, memory: 9059, top1_acc: 0.3945, top5_acc: 0.6482, loss_cls: 2.7225, loss: 2.7225, grad_norm: 1.6452 2020-07-19 00:49:47,395 - mmaction - INFO - Epoch [122][1040/1253] lr: 1.629e-01, eta: 2 days, 8:28:30, time: 1.079, data_time: 0.003, memory: 9059, top1_acc: 0.3828, top5_acc: 0.6349, loss_cls: 2.7997, loss: 2.7997, grad_norm: 1.6388 2020-07-19 00:50:08,868 - mmaction - INFO - Epoch [122][1060/1253] lr: 1.629e-01, eta: 2 days, 8:28:01, time: 1.074, data_time: 0.003, memory: 9059, top1_acc: 0.3945, top5_acc: 0.6497, loss_cls: 2.7095, loss: 2.7095, grad_norm: 1.6118 2020-07-19 00:50:30,585 - mmaction - INFO - Epoch [122][1080/1253] lr: 1.629e-01, eta: 2 days, 8:27:31, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.3917, top5_acc: 0.6393, loss_cls: 2.7628, loss: 2.7628, grad_norm: 1.6413 2020-07-19 00:50:51,977 - mmaction - INFO - Epoch [122][1100/1253] lr: 1.629e-01, eta: 2 days, 8:27:01, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3984, top5_acc: 0.6451, loss_cls: 2.7395, loss: 2.7395, grad_norm: 1.6441 2020-07-19 00:51:13,517 - mmaction - INFO - Epoch [122][1120/1253] lr: 1.629e-01, eta: 2 days, 8:26:32, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.3888, top5_acc: 0.6464, loss_cls: 2.7488, loss: 2.7488, grad_norm: 1.6338 2020-07-19 00:51:34,705 - mmaction - INFO - Epoch [122][1140/1253] lr: 1.629e-01, eta: 2 days, 8:26:02, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3870, top5_acc: 0.6362, loss_cls: 2.7606, loss: 2.7606, grad_norm: 1.6043 2020-07-19 00:51:56,029 - mmaction - INFO - Epoch [122][1160/1253] lr: 1.629e-01, eta: 2 days, 8:25:32, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4120, top5_acc: 0.6542, loss_cls: 2.6793, loss: 2.6793, grad_norm: 1.6363 2020-07-19 00:52:17,462 - mmaction - INFO - Epoch [122][1180/1253] lr: 1.629e-01, eta: 2 days, 8:25:02, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4023, top5_acc: 0.6516, loss_cls: 2.6955, loss: 2.6955, grad_norm: 1.6393 2020-07-19 00:52:38,840 - mmaction - INFO - Epoch [122][1200/1253] lr: 1.629e-01, eta: 2 days, 8:24:32, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3839, top5_acc: 0.6388, loss_cls: 2.7762, loss: 2.7762, grad_norm: 1.6294 2020-07-19 00:53:00,100 - mmaction - INFO - Epoch [122][1220/1253] lr: 1.629e-01, eta: 2 days, 8:24:02, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3927, top5_acc: 0.6391, loss_cls: 2.7450, loss: 2.7450, grad_norm: 1.6472 2020-07-19 00:53:21,429 - mmaction - INFO - Epoch [122][1240/1253] lr: 1.629e-01, eta: 2 days, 8:23:32, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3966, top5_acc: 0.6531, loss_cls: 2.6693, loss: 2.6693, grad_norm: 1.6125 2020-07-19 00:57:07,419 - mmaction - INFO - Epoch [123][20/1253] lr: 1.610e-01, eta: 2 days, 8:28:25, time: 10.211, data_time: 9.008, memory: 9059, top1_acc: 0.4029, top5_acc: 0.6544, loss_cls: 2.6928, loss: 2.6928, grad_norm: 1.6561 2020-07-19 00:57:28,716 - mmaction - INFO - Epoch [123][40/1253] lr: 1.610e-01, eta: 2 days, 8:27:55, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.4008, top5_acc: 0.6542, loss_cls: 2.6953, loss: 2.6953, grad_norm: 1.6531 2020-07-19 00:57:49,952 - mmaction - INFO - Epoch [123][60/1253] lr: 1.610e-01, eta: 2 days, 8:27:25, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4016, top5_acc: 0.6385, loss_cls: 2.7356, loss: 2.7356, grad_norm: 1.6367 2020-07-19 00:58:11,132 - mmaction - INFO - Epoch [123][80/1253] lr: 1.610e-01, eta: 2 days, 8:26:55, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.4190, top5_acc: 0.6630, loss_cls: 2.6347, loss: 2.6347, grad_norm: 1.6193 2020-07-19 00:58:32,465 - mmaction - INFO - Epoch [123][100/1253] lr: 1.610e-01, eta: 2 days, 8:26:25, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.4029, top5_acc: 0.6565, loss_cls: 2.6551, loss: 2.6551, grad_norm: 1.6817 2020-07-19 00:58:54,173 - mmaction - INFO - Epoch [123][120/1253] lr: 1.610e-01, eta: 2 days, 8:25:55, time: 1.085, data_time: 0.002, memory: 9059, top1_acc: 0.3945, top5_acc: 0.6451, loss_cls: 2.7291, loss: 2.7291, grad_norm: 1.6816 2020-07-19 00:59:15,423 - mmaction - INFO - Epoch [123][140/1253] lr: 1.610e-01, eta: 2 days, 8:25:25, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3961, top5_acc: 0.6557, loss_cls: 2.7005, loss: 2.7005, grad_norm: 1.6491 2020-07-19 00:59:36,665 - mmaction - INFO - Epoch [123][160/1253] lr: 1.610e-01, eta: 2 days, 8:24:55, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4018, top5_acc: 0.6594, loss_cls: 2.6708, loss: 2.6708, grad_norm: 1.6428 2020-07-19 00:59:58,057 - mmaction - INFO - Epoch [123][180/1253] lr: 1.610e-01, eta: 2 days, 8:24:25, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4141, top5_acc: 0.6591, loss_cls: 2.6201, loss: 2.6201, grad_norm: 1.6534 2020-07-19 01:00:30,063 - mmaction - INFO - Epoch [123][200/1253] lr: 1.610e-01, eta: 2 days, 8:24:14, time: 1.530, data_time: 0.001, memory: 9059, top1_acc: 0.3865, top5_acc: 0.6333, loss_cls: 2.7727, loss: 2.7727, grad_norm: 1.6842 2020-07-19 01:00:52,719 - mmaction - INFO - Epoch [123][220/1253] lr: 1.610e-01, eta: 2 days, 8:23:49, time: 1.203, data_time: 0.083, memory: 9059, top1_acc: 0.3938, top5_acc: 0.6500, loss_cls: 2.6791, loss: 2.6791, grad_norm: 1.6424 2020-07-19 01:01:14,167 - mmaction - INFO - Epoch [123][240/1253] lr: 1.610e-01, eta: 2 days, 8:23:19, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.4010, top5_acc: 0.6510, loss_cls: 2.6806, loss: 2.6806, grad_norm: 1.6641 2020-07-19 01:01:35,758 - mmaction - INFO - Epoch [123][260/1253] lr: 1.610e-01, eta: 2 days, 8:22:50, time: 1.080, data_time: 0.001, memory: 9059, top1_acc: 0.4008, top5_acc: 0.6487, loss_cls: 2.7181, loss: 2.7181, grad_norm: 1.6179 2020-07-19 01:01:57,096 - mmaction - INFO - Epoch [123][280/1253] lr: 1.610e-01, eta: 2 days, 8:22:20, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.3922, top5_acc: 0.6414, loss_cls: 2.7379, loss: 2.7379, grad_norm: 1.6263 2020-07-19 01:02:18,282 - mmaction - INFO - Epoch [123][300/1253] lr: 1.610e-01, eta: 2 days, 8:21:49, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4091, top5_acc: 0.6464, loss_cls: 2.7147, loss: 2.7147, grad_norm: 1.6401 2020-07-19 01:02:39,538 - mmaction - INFO - Epoch [123][320/1253] lr: 1.610e-01, eta: 2 days, 8:21:19, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3940, top5_acc: 0.6440, loss_cls: 2.7496, loss: 2.7496, grad_norm: 1.6796 2020-07-19 01:03:01,670 - mmaction - INFO - Epoch [123][340/1253] lr: 1.610e-01, eta: 2 days, 8:20:51, time: 1.107, data_time: 0.003, memory: 9059, top1_acc: 0.4060, top5_acc: 0.6490, loss_cls: 2.6871, loss: 2.6871, grad_norm: 1.6050 2020-07-19 01:03:23,464 - mmaction - INFO - Epoch [123][360/1253] lr: 1.610e-01, eta: 2 days, 8:20:22, time: 1.089, data_time: 0.002, memory: 9059, top1_acc: 0.4081, top5_acc: 0.6466, loss_cls: 2.6887, loss: 2.6887, grad_norm: 1.6099 2020-07-19 01:03:44,624 - mmaction - INFO - Epoch [123][380/1253] lr: 1.610e-01, eta: 2 days, 8:19:51, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.3911, top5_acc: 0.6432, loss_cls: 2.7133, loss: 2.7133, grad_norm: 1.6546 2020-07-19 01:04:05,839 - mmaction - INFO - Epoch [123][400/1253] lr: 1.610e-01, eta: 2 days, 8:19:21, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3779, top5_acc: 0.6375, loss_cls: 2.7730, loss: 2.7730, grad_norm: 1.6379 2020-07-19 01:04:27,227 - mmaction - INFO - Epoch [123][420/1253] lr: 1.610e-01, eta: 2 days, 8:18:51, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.4031, top5_acc: 0.6401, loss_cls: 2.7508, loss: 2.7508, grad_norm: 1.6155 2020-07-19 01:04:48,338 - mmaction - INFO - Epoch [123][440/1253] lr: 1.610e-01, eta: 2 days, 8:18:21, time: 1.057, data_time: 0.003, memory: 9059, top1_acc: 0.3922, top5_acc: 0.6461, loss_cls: 2.7452, loss: 2.7452, grad_norm: 1.6802 2020-07-19 01:05:09,690 - mmaction - INFO - Epoch [123][460/1253] lr: 1.610e-01, eta: 2 days, 8:17:51, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3940, top5_acc: 0.6422, loss_cls: 2.7516, loss: 2.7516, grad_norm: 1.6428 2020-07-19 01:05:30,988 - mmaction - INFO - Epoch [123][480/1253] lr: 1.610e-01, eta: 2 days, 8:17:21, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3909, top5_acc: 0.6443, loss_cls: 2.7573, loss: 2.7573, grad_norm: 1.6288 2020-07-19 01:05:52,341 - mmaction - INFO - Epoch [123][500/1253] lr: 1.610e-01, eta: 2 days, 8:16:51, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4185, top5_acc: 0.6607, loss_cls: 2.6057, loss: 2.6057, grad_norm: 1.6211 2020-07-19 01:06:13,785 - mmaction - INFO - Epoch [123][520/1253] lr: 1.610e-01, eta: 2 days, 8:16:21, time: 1.071, data_time: 0.001, memory: 9059, top1_acc: 0.3914, top5_acc: 0.6549, loss_cls: 2.7187, loss: 2.7187, grad_norm: 1.6492 2020-07-19 01:06:35,543 - mmaction - INFO - Epoch [123][540/1253] lr: 1.610e-01, eta: 2 days, 8:15:52, time: 1.088, data_time: 0.003, memory: 9059, top1_acc: 0.4034, top5_acc: 0.6536, loss_cls: 2.6509, loss: 2.6509, grad_norm: 1.6352 2020-07-19 01:06:57,708 - mmaction - INFO - Epoch [123][560/1253] lr: 1.610e-01, eta: 2 days, 8:15:24, time: 1.108, data_time: 0.011, memory: 9059, top1_acc: 0.4042, top5_acc: 0.6492, loss_cls: 2.6870, loss: 2.6870, grad_norm: 1.6453 2020-07-19 01:07:19,738 - mmaction - INFO - Epoch [123][580/1253] lr: 1.610e-01, eta: 2 days, 8:14:55, time: 1.101, data_time: 0.013, memory: 9059, top1_acc: 0.4036, top5_acc: 0.6466, loss_cls: 2.6973, loss: 2.6973, grad_norm: 1.6123 2020-07-19 01:07:40,960 - mmaction - INFO - Epoch [123][600/1253] lr: 1.610e-01, eta: 2 days, 8:14:25, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.3919, top5_acc: 0.6419, loss_cls: 2.7201, loss: 2.7201, grad_norm: 1.6196 2020-07-19 01:08:02,297 - mmaction - INFO - Epoch [123][620/1253] lr: 1.610e-01, eta: 2 days, 8:13:55, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3987, top5_acc: 0.6607, loss_cls: 2.6808, loss: 2.6808, grad_norm: 1.6453 2020-07-19 01:08:23,741 - mmaction - INFO - Epoch [123][640/1253] lr: 1.610e-01, eta: 2 days, 8:13:25, time: 1.072, data_time: 0.001, memory: 9059, top1_acc: 0.4021, top5_acc: 0.6552, loss_cls: 2.6866, loss: 2.6866, grad_norm: 1.6710 2020-07-19 01:08:45,098 - mmaction - INFO - Epoch [123][660/1253] lr: 1.610e-01, eta: 2 days, 8:12:55, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4076, top5_acc: 0.6456, loss_cls: 2.6874, loss: 2.6874, grad_norm: 1.6408 2020-07-19 01:09:06,696 - mmaction - INFO - Epoch [123][680/1253] lr: 1.610e-01, eta: 2 days, 8:12:26, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.3935, top5_acc: 0.6414, loss_cls: 2.7444, loss: 2.7444, grad_norm: 1.6688 2020-07-19 01:09:28,513 - mmaction - INFO - Epoch [123][700/1253] lr: 1.610e-01, eta: 2 days, 8:11:57, time: 1.091, data_time: 0.002, memory: 9059, top1_acc: 0.3951, top5_acc: 0.6375, loss_cls: 2.7596, loss: 2.7596, grad_norm: 1.6132 2020-07-19 01:09:49,917 - mmaction - INFO - Epoch [123][720/1253] lr: 1.610e-01, eta: 2 days, 8:11:27, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3906, top5_acc: 0.6466, loss_cls: 2.7115, loss: 2.7115, grad_norm: 1.6379 2020-07-19 01:10:11,771 - mmaction - INFO - Epoch [123][740/1253] lr: 1.610e-01, eta: 2 days, 8:10:58, time: 1.089, data_time: 0.002, memory: 9059, top1_acc: 0.3883, top5_acc: 0.6372, loss_cls: 2.7549, loss: 2.7549, grad_norm: 1.6626 2020-07-19 01:10:33,025 - mmaction - INFO - Epoch [123][760/1253] lr: 1.610e-01, eta: 2 days, 8:10:28, time: 1.065, data_time: 0.005, memory: 9059, top1_acc: 0.3872, top5_acc: 0.6396, loss_cls: 2.7800, loss: 2.7800, grad_norm: 1.6463 2020-07-19 01:10:54,686 - mmaction - INFO - Epoch [123][780/1253] lr: 1.610e-01, eta: 2 days, 8:09:59, time: 1.084, data_time: 0.003, memory: 9059, top1_acc: 0.4000, top5_acc: 0.6513, loss_cls: 2.6835, loss: 2.6835, grad_norm: 1.6367 2020-07-19 01:11:16,173 - mmaction - INFO - Epoch [123][800/1253] lr: 1.610e-01, eta: 2 days, 8:09:29, time: 1.073, data_time: 0.001, memory: 9059, top1_acc: 0.3956, top5_acc: 0.6419, loss_cls: 2.7266, loss: 2.7266, grad_norm: 1.6358 2020-07-19 01:11:37,751 - mmaction - INFO - Epoch [123][820/1253] lr: 1.610e-01, eta: 2 days, 8:09:00, time: 1.079, data_time: 0.003, memory: 9059, top1_acc: 0.3901, top5_acc: 0.6396, loss_cls: 2.7661, loss: 2.7661, grad_norm: 1.6715 2020-07-19 01:11:59,348 - mmaction - INFO - Epoch [123][840/1253] lr: 1.610e-01, eta: 2 days, 8:08:30, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.3781, top5_acc: 0.6331, loss_cls: 2.7939, loss: 2.7939, grad_norm: 1.6647 2020-07-19 01:12:20,495 - mmaction - INFO - Epoch [123][860/1253] lr: 1.610e-01, eta: 2 days, 8:08:00, time: 1.056, data_time: 0.001, memory: 9059, top1_acc: 0.4036, top5_acc: 0.6469, loss_cls: 2.7042, loss: 2.7042, grad_norm: 1.6269 2020-07-19 01:12:41,983 - mmaction - INFO - Epoch [123][880/1253] lr: 1.610e-01, eta: 2 days, 8:07:30, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.3813, top5_acc: 0.6391, loss_cls: 2.7673, loss: 2.7673, grad_norm: 1.6389 2020-07-19 01:13:03,712 - mmaction - INFO - Epoch [123][900/1253] lr: 1.610e-01, eta: 2 days, 8:07:01, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.3919, top5_acc: 0.6396, loss_cls: 2.7536, loss: 2.7536, grad_norm: 1.6583 2020-07-19 01:13:25,431 - mmaction - INFO - Epoch [123][920/1253] lr: 1.610e-01, eta: 2 days, 8:06:32, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.3911, top5_acc: 0.6422, loss_cls: 2.7173, loss: 2.7173, grad_norm: 1.6616 2020-07-19 01:13:47,422 - mmaction - INFO - Epoch [123][940/1253] lr: 1.610e-01, eta: 2 days, 8:06:04, time: 1.100, data_time: 0.002, memory: 9059, top1_acc: 0.4026, top5_acc: 0.6482, loss_cls: 2.7160, loss: 2.7160, grad_norm: 1.6287 2020-07-19 01:14:08,686 - mmaction - INFO - Epoch [123][960/1253] lr: 1.610e-01, eta: 2 days, 8:05:33, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3927, top5_acc: 0.6466, loss_cls: 2.7308, loss: 2.7308, grad_norm: 1.6696 2020-07-19 01:14:30,022 - mmaction - INFO - Epoch [123][980/1253] lr: 1.610e-01, eta: 2 days, 8:05:04, time: 1.069, data_time: 0.005, memory: 9059, top1_acc: 0.3932, top5_acc: 0.6401, loss_cls: 2.7466, loss: 2.7466, grad_norm: 1.6356 2020-07-19 01:14:51,376 - mmaction - INFO - Epoch [123][1000/1253] lr: 1.610e-01, eta: 2 days, 8:04:34, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3896, top5_acc: 0.6409, loss_cls: 2.7605, loss: 2.7605, grad_norm: 1.6397 2020-07-19 01:15:12,612 - mmaction - INFO - Epoch [123][1020/1253] lr: 1.610e-01, eta: 2 days, 8:04:04, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4135, top5_acc: 0.6432, loss_cls: 2.7214, loss: 2.7214, grad_norm: 1.6494 2020-07-19 01:15:34,171 - mmaction - INFO - Epoch [123][1040/1253] lr: 1.610e-01, eta: 2 days, 8:03:34, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.3799, top5_acc: 0.6398, loss_cls: 2.7749, loss: 2.7749, grad_norm: 1.6711 2020-07-19 01:15:55,658 - mmaction - INFO - Epoch [123][1060/1253] lr: 1.610e-01, eta: 2 days, 8:03:05, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.3966, top5_acc: 0.6401, loss_cls: 2.7346, loss: 2.7346, grad_norm: 1.6581 2020-07-19 01:16:17,175 - mmaction - INFO - Epoch [123][1080/1253] lr: 1.610e-01, eta: 2 days, 8:02:35, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.3867, top5_acc: 0.6406, loss_cls: 2.7410, loss: 2.7410, grad_norm: 1.6170 2020-07-19 01:16:38,637 - mmaction - INFO - Epoch [123][1100/1253] lr: 1.610e-01, eta: 2 days, 8:02:06, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3891, top5_acc: 0.6411, loss_cls: 2.7767, loss: 2.7767, grad_norm: 1.6030 2020-07-19 01:16:59,948 - mmaction - INFO - Epoch [123][1120/1253] lr: 1.610e-01, eta: 2 days, 8:01:36, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4039, top5_acc: 0.6484, loss_cls: 2.6990, loss: 2.6990, grad_norm: 1.5784 2020-07-19 01:17:21,245 - mmaction - INFO - Epoch [123][1140/1253] lr: 1.610e-01, eta: 2 days, 8:01:06, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.3836, top5_acc: 0.6313, loss_cls: 2.7957, loss: 2.7957, grad_norm: 1.6697 2020-07-19 01:17:42,658 - mmaction - INFO - Epoch [123][1160/1253] lr: 1.610e-01, eta: 2 days, 8:00:36, time: 1.071, data_time: 0.003, memory: 9059, top1_acc: 0.4120, top5_acc: 0.6583, loss_cls: 2.6598, loss: 2.6598, grad_norm: 1.6070 2020-07-19 01:18:04,077 - mmaction - INFO - Epoch [123][1180/1253] lr: 1.610e-01, eta: 2 days, 8:00:06, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3948, top5_acc: 0.6422, loss_cls: 2.7358, loss: 2.7358, grad_norm: 1.6847 2020-07-19 01:18:25,763 - mmaction - INFO - Epoch [123][1200/1253] lr: 1.610e-01, eta: 2 days, 7:59:37, time: 1.083, data_time: 0.002, memory: 9059, top1_acc: 0.4083, top5_acc: 0.6451, loss_cls: 2.6812, loss: 2.6812, grad_norm: 1.6220 2020-07-19 01:18:46,970 - mmaction - INFO - Epoch [123][1220/1253] lr: 1.610e-01, eta: 2 days, 7:59:07, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.3901, top5_acc: 0.6461, loss_cls: 2.7405, loss: 2.7405, grad_norm: 1.6710 2020-07-19 01:19:08,310 - mmaction - INFO - Epoch [123][1240/1253] lr: 1.610e-01, eta: 2 days, 7:58:37, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3958, top5_acc: 0.6435, loss_cls: 2.7085, loss: 2.7085, grad_norm: 1.6610 2020-07-19 01:23:15,864 - mmaction - INFO - Epoch [124][20/1253] lr: 1.592e-01, eta: 2 days, 8:04:02, time: 11.184, data_time: 9.985, memory: 9059, top1_acc: 0.3852, top5_acc: 0.6414, loss_cls: 2.7449, loss: 2.7449, grad_norm: 1.6853 2020-07-19 01:23:37,068 - mmaction - INFO - Epoch [124][40/1253] lr: 1.592e-01, eta: 2 days, 8:03:32, time: 1.061, data_time: 0.003, memory: 9059, top1_acc: 0.3940, top5_acc: 0.6591, loss_cls: 2.7064, loss: 2.7064, grad_norm: 1.6392 2020-07-19 01:23:59,005 - mmaction - INFO - Epoch [124][60/1253] lr: 1.592e-01, eta: 2 days, 8:03:03, time: 1.096, data_time: 0.001, memory: 9059, top1_acc: 0.3898, top5_acc: 0.6552, loss_cls: 2.7090, loss: 2.7090, grad_norm: 1.6702 2020-07-19 01:24:20,320 - mmaction - INFO - Epoch [124][80/1253] lr: 1.592e-01, eta: 2 days, 8:02:33, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4083, top5_acc: 0.6557, loss_cls: 2.6803, loss: 2.6803, grad_norm: 1.6168 2020-07-19 01:24:41,573 - mmaction - INFO - Epoch [124][100/1253] lr: 1.592e-01, eta: 2 days, 8:02:03, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3930, top5_acc: 0.6419, loss_cls: 2.7156, loss: 2.7156, grad_norm: 1.6607 2020-07-19 01:25:03,003 - mmaction - INFO - Epoch [124][120/1253] lr: 1.592e-01, eta: 2 days, 8:01:33, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3956, top5_acc: 0.6458, loss_cls: 2.7020, loss: 2.7020, grad_norm: 1.6619 2020-07-19 01:25:24,257 - mmaction - INFO - Epoch [124][140/1253] lr: 1.592e-01, eta: 2 days, 8:01:03, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3875, top5_acc: 0.6438, loss_cls: 2.7373, loss: 2.7373, grad_norm: 1.6317 2020-07-19 01:25:45,388 - mmaction - INFO - Epoch [124][160/1253] lr: 1.592e-01, eta: 2 days, 8:00:33, time: 1.055, data_time: 0.001, memory: 9059, top1_acc: 0.4055, top5_acc: 0.6479, loss_cls: 2.6905, loss: 2.6905, grad_norm: 1.6128 2020-07-19 01:26:06,696 - mmaction - INFO - Epoch [124][180/1253] lr: 1.592e-01, eta: 2 days, 8:00:03, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3958, top5_acc: 0.6349, loss_cls: 2.7533, loss: 2.7533, grad_norm: 1.6683 2020-07-19 01:26:28,013 - mmaction - INFO - Epoch [124][200/1253] lr: 1.592e-01, eta: 2 days, 7:59:33, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.4198, top5_acc: 0.6497, loss_cls: 2.6442, loss: 2.6442, grad_norm: 1.6343 2020-07-19 01:26:50,489 - mmaction - INFO - Epoch [124][220/1253] lr: 1.592e-01, eta: 2 days, 7:59:05, time: 1.127, data_time: 0.005, memory: 9059, top1_acc: 0.4146, top5_acc: 0.6651, loss_cls: 2.6329, loss: 2.6329, grad_norm: 1.6236 2020-07-19 01:27:11,803 - mmaction - INFO - Epoch [124][240/1253] lr: 1.592e-01, eta: 2 days, 7:58:35, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3969, top5_acc: 0.6492, loss_cls: 2.6946, loss: 2.6946, grad_norm: 1.6555 2020-07-19 01:27:33,011 - mmaction - INFO - Epoch [124][260/1253] lr: 1.592e-01, eta: 2 days, 7:58:05, time: 1.061, data_time: 0.003, memory: 9059, top1_acc: 0.4060, top5_acc: 0.6578, loss_cls: 2.6581, loss: 2.6581, grad_norm: 1.6356 2020-07-19 01:27:54,255 - mmaction - INFO - Epoch [124][280/1253] lr: 1.592e-01, eta: 2 days, 7:57:35, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3911, top5_acc: 0.6435, loss_cls: 2.7329, loss: 2.7329, grad_norm: 1.6493 2020-07-19 01:28:15,757 - mmaction - INFO - Epoch [124][300/1253] lr: 1.592e-01, eta: 2 days, 7:57:05, time: 1.076, data_time: 0.003, memory: 9059, top1_acc: 0.3995, top5_acc: 0.6516, loss_cls: 2.6872, loss: 2.6872, grad_norm: 1.6352 2020-07-19 01:28:36,934 - mmaction - INFO - Epoch [124][320/1253] lr: 1.592e-01, eta: 2 days, 7:56:35, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.3961, top5_acc: 0.6497, loss_cls: 2.7059, loss: 2.7059, grad_norm: 1.6136 2020-07-19 01:28:58,171 - mmaction - INFO - Epoch [124][340/1253] lr: 1.592e-01, eta: 2 days, 7:56:05, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.4060, top5_acc: 0.6581, loss_cls: 2.6651, loss: 2.6651, grad_norm: 1.6540 2020-07-19 01:29:19,578 - mmaction - INFO - Epoch [124][360/1253] lr: 1.592e-01, eta: 2 days, 7:55:35, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4055, top5_acc: 0.6560, loss_cls: 2.6669, loss: 2.6669, grad_norm: 1.6863 2020-07-19 01:29:41,251 - mmaction - INFO - Epoch [124][380/1253] lr: 1.592e-01, eta: 2 days, 7:55:06, time: 1.084, data_time: 0.002, memory: 9059, top1_acc: 0.3987, top5_acc: 0.6487, loss_cls: 2.6971, loss: 2.6971, grad_norm: 1.6578 2020-07-19 01:30:02,620 - mmaction - INFO - Epoch [124][400/1253] lr: 1.592e-01, eta: 2 days, 7:54:36, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4081, top5_acc: 0.6497, loss_cls: 2.6787, loss: 2.6787, grad_norm: 1.5984 2020-07-19 01:30:24,730 - mmaction - INFO - Epoch [124][420/1253] lr: 1.592e-01, eta: 2 days, 7:54:08, time: 1.106, data_time: 0.002, memory: 9059, top1_acc: 0.3979, top5_acc: 0.6484, loss_cls: 2.7147, loss: 2.7147, grad_norm: 1.6700 2020-07-19 01:30:45,874 - mmaction - INFO - Epoch [124][440/1253] lr: 1.592e-01, eta: 2 days, 7:53:38, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.4065, top5_acc: 0.6612, loss_cls: 2.6659, loss: 2.6659, grad_norm: 1.6566 2020-07-19 01:31:07,260 - mmaction - INFO - Epoch [124][460/1253] lr: 1.592e-01, eta: 2 days, 7:53:08, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3997, top5_acc: 0.6513, loss_cls: 2.6982, loss: 2.6982, grad_norm: 1.6448 2020-07-19 01:31:28,815 - mmaction - INFO - Epoch [124][480/1253] lr: 1.592e-01, eta: 2 days, 7:52:38, time: 1.076, data_time: 0.001, memory: 9059, top1_acc: 0.4013, top5_acc: 0.6547, loss_cls: 2.6911, loss: 2.6911, grad_norm: 1.6408 2020-07-19 01:31:50,714 - mmaction - INFO - Epoch [124][500/1253] lr: 1.592e-01, eta: 2 days, 7:52:10, time: 1.097, data_time: 0.015, memory: 9059, top1_acc: 0.4049, top5_acc: 0.6510, loss_cls: 2.6701, loss: 2.6701, grad_norm: 1.6601 2020-07-19 01:32:12,694 - mmaction - INFO - Epoch [124][520/1253] lr: 1.592e-01, eta: 2 days, 7:51:41, time: 1.098, data_time: 0.006, memory: 9059, top1_acc: 0.3927, top5_acc: 0.6521, loss_cls: 2.6852, loss: 2.6852, grad_norm: 1.6159 2020-07-19 01:32:34,210 - mmaction - INFO - Epoch [124][540/1253] lr: 1.592e-01, eta: 2 days, 7:51:11, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.3901, top5_acc: 0.6432, loss_cls: 2.7366, loss: 2.7366, grad_norm: 1.6405 2020-07-19 01:32:55,433 - mmaction - INFO - Epoch [124][560/1253] lr: 1.592e-01, eta: 2 days, 7:50:41, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4060, top5_acc: 0.6443, loss_cls: 2.7221, loss: 2.7221, grad_norm: 1.6413 2020-07-19 01:33:16,742 - mmaction - INFO - Epoch [124][580/1253] lr: 1.592e-01, eta: 2 days, 7:50:12, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3872, top5_acc: 0.6315, loss_cls: 2.7557, loss: 2.7557, grad_norm: 1.6873 2020-07-19 01:33:38,213 - mmaction - INFO - Epoch [124][600/1253] lr: 1.592e-01, eta: 2 days, 7:49:42, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.3966, top5_acc: 0.6495, loss_cls: 2.7129, loss: 2.7129, grad_norm: 1.6828 2020-07-19 01:34:00,406 - mmaction - INFO - Epoch [124][620/1253] lr: 1.592e-01, eta: 2 days, 7:49:14, time: 1.109, data_time: 0.002, memory: 9059, top1_acc: 0.4023, top5_acc: 0.6523, loss_cls: 2.6869, loss: 2.6869, grad_norm: 1.6811 2020-07-19 01:34:21,523 - mmaction - INFO - Epoch [124][640/1253] lr: 1.592e-01, eta: 2 days, 7:48:44, time: 1.057, data_time: 0.003, memory: 9059, top1_acc: 0.3888, top5_acc: 0.6370, loss_cls: 2.7629, loss: 2.7629, grad_norm: 1.6455 2020-07-19 01:34:42,837 - mmaction - INFO - Epoch [124][660/1253] lr: 1.592e-01, eta: 2 days, 7:48:14, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4161, top5_acc: 0.6583, loss_cls: 2.6530, loss: 2.6530, grad_norm: 1.6418 2020-07-19 01:35:04,212 - mmaction - INFO - Epoch [124][680/1253] lr: 1.592e-01, eta: 2 days, 7:47:44, time: 1.069, data_time: 0.005, memory: 9059, top1_acc: 0.3919, top5_acc: 0.6430, loss_cls: 2.7242, loss: 2.7242, grad_norm: 1.6880 2020-07-19 01:35:25,739 - mmaction - INFO - Epoch [124][700/1253] lr: 1.592e-01, eta: 2 days, 7:47:14, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.4102, top5_acc: 0.6539, loss_cls: 2.6534, loss: 2.6534, grad_norm: 1.6306 2020-07-19 01:35:47,054 - mmaction - INFO - Epoch [124][720/1253] lr: 1.592e-01, eta: 2 days, 7:46:45, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4089, top5_acc: 0.6510, loss_cls: 2.6601, loss: 2.6601, grad_norm: 1.6622 2020-07-19 01:36:08,321 - mmaction - INFO - Epoch [124][740/1253] lr: 1.592e-01, eta: 2 days, 7:46:15, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3927, top5_acc: 0.6563, loss_cls: 2.6885, loss: 2.6885, grad_norm: 1.6786 2020-07-19 01:36:29,554 - mmaction - INFO - Epoch [124][760/1253] lr: 1.592e-01, eta: 2 days, 7:45:45, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4005, top5_acc: 0.6409, loss_cls: 2.7402, loss: 2.7402, grad_norm: 1.6278 2020-07-19 01:36:51,074 - mmaction - INFO - Epoch [124][780/1253] lr: 1.592e-01, eta: 2 days, 7:45:15, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.3917, top5_acc: 0.6378, loss_cls: 2.7437, loss: 2.7437, grad_norm: 1.6639 2020-07-19 01:37:12,330 - mmaction - INFO - Epoch [124][800/1253] lr: 1.592e-01, eta: 2 days, 7:44:45, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3919, top5_acc: 0.6453, loss_cls: 2.7445, loss: 2.7445, grad_norm: 1.6846 2020-07-19 01:37:33,629 - mmaction - INFO - Epoch [124][820/1253] lr: 1.592e-01, eta: 2 days, 7:44:15, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3789, top5_acc: 0.6292, loss_cls: 2.8063, loss: 2.8063, grad_norm: 1.6654 2020-07-19 01:37:55,076 - mmaction - INFO - Epoch [124][840/1253] lr: 1.592e-01, eta: 2 days, 7:43:46, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4021, top5_acc: 0.6539, loss_cls: 2.6869, loss: 2.6869, grad_norm: 1.6249 2020-07-19 01:38:16,578 - mmaction - INFO - Epoch [124][860/1253] lr: 1.592e-01, eta: 2 days, 7:43:16, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4005, top5_acc: 0.6461, loss_cls: 2.6904, loss: 2.6904, grad_norm: 1.6783 2020-07-19 01:38:38,304 - mmaction - INFO - Epoch [124][880/1253] lr: 1.592e-01, eta: 2 days, 7:42:47, time: 1.086, data_time: 0.009, memory: 9059, top1_acc: 0.3961, top5_acc: 0.6505, loss_cls: 2.7335, loss: 2.7335, grad_norm: 1.6275 2020-07-19 01:39:00,623 - mmaction - INFO - Epoch [124][900/1253] lr: 1.592e-01, eta: 2 days, 7:42:19, time: 1.117, data_time: 0.015, memory: 9059, top1_acc: 0.3917, top5_acc: 0.6391, loss_cls: 2.7236, loss: 2.7236, grad_norm: 1.6495 2020-07-19 01:39:22,018 - mmaction - INFO - Epoch [124][920/1253] lr: 1.592e-01, eta: 2 days, 7:41:50, time: 1.068, data_time: 0.010, memory: 9059, top1_acc: 0.4005, top5_acc: 0.6495, loss_cls: 2.7198, loss: 2.7198, grad_norm: 1.6653 2020-07-19 01:39:43,553 - mmaction - INFO - Epoch [124][940/1253] lr: 1.592e-01, eta: 2 days, 7:41:20, time: 1.078, data_time: 0.003, memory: 9059, top1_acc: 0.4128, top5_acc: 0.6615, loss_cls: 2.6505, loss: 2.6505, grad_norm: 1.6264 2020-07-19 01:40:04,929 - mmaction - INFO - Epoch [124][960/1253] lr: 1.592e-01, eta: 2 days, 7:40:51, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3878, top5_acc: 0.6513, loss_cls: 2.7196, loss: 2.7196, grad_norm: 1.6464 2020-07-19 01:40:26,106 - mmaction - INFO - Epoch [124][980/1253] lr: 1.592e-01, eta: 2 days, 7:40:20, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3909, top5_acc: 0.6365, loss_cls: 2.7800, loss: 2.7800, grad_norm: 1.6424 2020-07-19 01:40:47,386 - mmaction - INFO - Epoch [124][1000/1253] lr: 1.592e-01, eta: 2 days, 7:39:51, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3951, top5_acc: 0.6336, loss_cls: 2.7654, loss: 2.7654, grad_norm: 1.6190 2020-07-19 01:41:08,638 - mmaction - INFO - Epoch [124][1020/1253] lr: 1.592e-01, eta: 2 days, 7:39:21, time: 1.064, data_time: 0.005, memory: 9059, top1_acc: 0.4049, top5_acc: 0.6466, loss_cls: 2.7240, loss: 2.7240, grad_norm: 1.6230 2020-07-19 01:41:29,836 - mmaction - INFO - Epoch [124][1040/1253] lr: 1.592e-01, eta: 2 days, 7:38:51, time: 1.059, data_time: 0.001, memory: 9059, top1_acc: 0.3943, top5_acc: 0.6591, loss_cls: 2.6981, loss: 2.6981, grad_norm: 1.6490 2020-07-19 01:41:51,146 - mmaction - INFO - Epoch [124][1060/1253] lr: 1.592e-01, eta: 2 days, 7:38:21, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3839, top5_acc: 0.6500, loss_cls: 2.7427, loss: 2.7427, grad_norm: 1.6435 2020-07-19 01:42:12,477 - mmaction - INFO - Epoch [124][1080/1253] lr: 1.592e-01, eta: 2 days, 7:37:51, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3927, top5_acc: 0.6466, loss_cls: 2.7219, loss: 2.7219, grad_norm: 1.6285 2020-07-19 01:42:34,120 - mmaction - INFO - Epoch [124][1100/1253] lr: 1.592e-01, eta: 2 days, 7:37:22, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.4078, top5_acc: 0.6609, loss_cls: 2.6573, loss: 2.6573, grad_norm: 1.6658 2020-07-19 01:42:55,410 - mmaction - INFO - Epoch [124][1120/1253] lr: 1.592e-01, eta: 2 days, 7:36:52, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.4052, top5_acc: 0.6523, loss_cls: 2.6925, loss: 2.6925, grad_norm: 1.6778 2020-07-19 01:43:17,351 - mmaction - INFO - Epoch [124][1140/1253] lr: 1.592e-01, eta: 2 days, 7:36:23, time: 1.097, data_time: 0.002, memory: 9059, top1_acc: 0.3956, top5_acc: 0.6490, loss_cls: 2.7017, loss: 2.7017, grad_norm: 1.6391 2020-07-19 01:43:38,689 - mmaction - INFO - Epoch [124][1160/1253] lr: 1.592e-01, eta: 2 days, 7:35:54, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4065, top5_acc: 0.6568, loss_cls: 2.6790, loss: 2.6790, grad_norm: 1.6626 2020-07-19 01:43:59,756 - mmaction - INFO - Epoch [124][1180/1253] lr: 1.592e-01, eta: 2 days, 7:35:23, time: 1.053, data_time: 0.002, memory: 9059, top1_acc: 0.4036, top5_acc: 0.6490, loss_cls: 2.7083, loss: 2.7083, grad_norm: 1.6725 2020-07-19 01:44:21,585 - mmaction - INFO - Epoch [124][1200/1253] lr: 1.592e-01, eta: 2 days, 7:34:55, time: 1.092, data_time: 0.002, memory: 9059, top1_acc: 0.4063, top5_acc: 0.6714, loss_cls: 2.6150, loss: 2.6150, grad_norm: 1.6506 2020-07-19 01:44:43,339 - mmaction - INFO - Epoch [124][1220/1253] lr: 1.592e-01, eta: 2 days, 7:34:26, time: 1.088, data_time: 0.002, memory: 9059, top1_acc: 0.4052, top5_acc: 0.6622, loss_cls: 2.6880, loss: 2.6880, grad_norm: 1.6611 2020-07-19 01:45:04,567 - mmaction - INFO - Epoch [124][1240/1253] lr: 1.592e-01, eta: 2 days, 7:33:56, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3969, top5_acc: 0.6469, loss_cls: 2.7254, loss: 2.7254, grad_norm: 1.6318 2020-07-19 01:45:27,010 - mmaction - INFO - Saving checkpoint at 124 epochs 2020-07-19 01:48:52,069 - mmaction - INFO - Epoch [125][20/1253] lr: 1.574e-01, eta: 2 days, 7:38:32, time: 10.146, data_time: 8.743, memory: 9059, top1_acc: 0.4057, top5_acc: 0.6570, loss_cls: 2.6606, loss: 2.6606, grad_norm: 1.6297 2020-07-19 01:49:13,263 - mmaction - INFO - Epoch [125][40/1253] lr: 1.574e-01, eta: 2 days, 7:38:02, time: 1.061, data_time: 0.003, memory: 9059, top1_acc: 0.4143, top5_acc: 0.6513, loss_cls: 2.6498, loss: 2.6498, grad_norm: 1.6629 2020-07-19 01:49:34,565 - mmaction - INFO - Epoch [125][60/1253] lr: 1.574e-01, eta: 2 days, 7:37:32, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4021, top5_acc: 0.6435, loss_cls: 2.6952, loss: 2.6952, grad_norm: 1.6833 2020-07-19 01:49:55,670 - mmaction - INFO - Epoch [125][80/1253] lr: 1.574e-01, eta: 2 days, 7:37:02, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.4068, top5_acc: 0.6625, loss_cls: 2.6252, loss: 2.6252, grad_norm: 1.6044 2020-07-19 01:50:17,310 - mmaction - INFO - Epoch [125][100/1253] lr: 1.574e-01, eta: 2 days, 7:36:33, time: 1.082, data_time: 0.005, memory: 9059, top1_acc: 0.4107, top5_acc: 0.6622, loss_cls: 2.6315, loss: 2.6315, grad_norm: 1.6422 2020-07-19 01:50:38,405 - mmaction - INFO - Epoch [125][120/1253] lr: 1.574e-01, eta: 2 days, 7:36:03, time: 1.055, data_time: 0.002, memory: 9059, top1_acc: 0.4026, top5_acc: 0.6398, loss_cls: 2.7137, loss: 2.7137, grad_norm: 1.6694 2020-07-19 01:50:59,734 - mmaction - INFO - Epoch [125][140/1253] lr: 1.574e-01, eta: 2 days, 7:35:33, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4094, top5_acc: 0.6576, loss_cls: 2.6669, loss: 2.6669, grad_norm: 1.6398 2020-07-19 01:51:21,070 - mmaction - INFO - Epoch [125][160/1253] lr: 1.574e-01, eta: 2 days, 7:35:03, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.4133, top5_acc: 0.6586, loss_cls: 2.6520, loss: 2.6520, grad_norm: 1.6221 2020-07-19 01:51:42,335 - mmaction - INFO - Epoch [125][180/1253] lr: 1.574e-01, eta: 2 days, 7:34:33, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4076, top5_acc: 0.6549, loss_cls: 2.6924, loss: 2.6924, grad_norm: 1.6317 2020-07-19 01:52:03,859 - mmaction - INFO - Epoch [125][200/1253] lr: 1.574e-01, eta: 2 days, 7:34:03, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4008, top5_acc: 0.6565, loss_cls: 2.6933, loss: 2.6933, grad_norm: 1.7145 2020-07-19 01:52:26,179 - mmaction - INFO - Epoch [125][220/1253] lr: 1.574e-01, eta: 2 days, 7:33:36, time: 1.118, data_time: 0.003, memory: 9059, top1_acc: 0.3914, top5_acc: 0.6346, loss_cls: 2.7964, loss: 2.7964, grad_norm: 1.6644 2020-07-19 01:52:47,383 - mmaction - INFO - Epoch [125][240/1253] lr: 1.574e-01, eta: 2 days, 7:33:06, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3849, top5_acc: 0.6424, loss_cls: 2.7658, loss: 2.7658, grad_norm: 1.6606 2020-07-19 01:53:09,270 - mmaction - INFO - Epoch [125][260/1253] lr: 1.574e-01, eta: 2 days, 7:32:37, time: 1.094, data_time: 0.003, memory: 9059, top1_acc: 0.3924, top5_acc: 0.6453, loss_cls: 2.7136, loss: 2.7136, grad_norm: 1.6590 2020-07-19 01:53:30,591 - mmaction - INFO - Epoch [125][280/1253] lr: 1.574e-01, eta: 2 days, 7:32:07, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.4083, top5_acc: 0.6513, loss_cls: 2.6544, loss: 2.6544, grad_norm: 1.6776 2020-07-19 01:53:51,946 - mmaction - INFO - Epoch [125][300/1253] lr: 1.574e-01, eta: 2 days, 7:31:37, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.4013, top5_acc: 0.6430, loss_cls: 2.7138, loss: 2.7138, grad_norm: 1.6620 2020-07-19 01:54:13,219 - mmaction - INFO - Epoch [125][320/1253] lr: 1.574e-01, eta: 2 days, 7:31:07, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.4029, top5_acc: 0.6432, loss_cls: 2.7095, loss: 2.7095, grad_norm: 1.6524 2020-07-19 01:54:34,545 - mmaction - INFO - Epoch [125][340/1253] lr: 1.574e-01, eta: 2 days, 7:30:38, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4049, top5_acc: 0.6565, loss_cls: 2.6648, loss: 2.6648, grad_norm: 1.6672 2020-07-19 01:54:55,960 - mmaction - INFO - Epoch [125][360/1253] lr: 1.574e-01, eta: 2 days, 7:30:08, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4047, top5_acc: 0.6549, loss_cls: 2.6847, loss: 2.6847, grad_norm: 1.6878 2020-07-19 01:55:17,386 - mmaction - INFO - Epoch [125][380/1253] lr: 1.574e-01, eta: 2 days, 7:29:38, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.3977, top5_acc: 0.6464, loss_cls: 2.7099, loss: 2.7099, grad_norm: 1.6943 2020-07-19 01:55:38,624 - mmaction - INFO - Epoch [125][400/1253] lr: 1.574e-01, eta: 2 days, 7:29:09, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4120, top5_acc: 0.6497, loss_cls: 2.6776, loss: 2.6776, grad_norm: 1.6385 2020-07-19 01:55:59,861 - mmaction - INFO - Epoch [125][420/1253] lr: 1.574e-01, eta: 2 days, 7:28:39, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.3956, top5_acc: 0.6547, loss_cls: 2.7215, loss: 2.7215, grad_norm: 1.6382 2020-07-19 01:56:21,195 - mmaction - INFO - Epoch [125][440/1253] lr: 1.574e-01, eta: 2 days, 7:28:09, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4008, top5_acc: 0.6549, loss_cls: 2.7030, loss: 2.7030, grad_norm: 1.6873 2020-07-19 01:56:42,436 - mmaction - INFO - Epoch [125][460/1253] lr: 1.574e-01, eta: 2 days, 7:27:39, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4081, top5_acc: 0.6536, loss_cls: 2.6504, loss: 2.6504, grad_norm: 1.6968 2020-07-19 01:57:03,614 - mmaction - INFO - Epoch [125][480/1253] lr: 1.574e-01, eta: 2 days, 7:27:09, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3904, top5_acc: 0.6255, loss_cls: 2.7678, loss: 2.7678, grad_norm: 1.6740 2020-07-19 01:57:25,048 - mmaction - INFO - Epoch [125][500/1253] lr: 1.574e-01, eta: 2 days, 7:26:39, time: 1.071, data_time: 0.001, memory: 9059, top1_acc: 0.4057, top5_acc: 0.6573, loss_cls: 2.7033, loss: 2.7033, grad_norm: 1.6389 2020-07-19 01:57:46,298 - mmaction - INFO - Epoch [125][520/1253] lr: 1.574e-01, eta: 2 days, 7:26:09, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3966, top5_acc: 0.6500, loss_cls: 2.7222, loss: 2.7222, grad_norm: 1.6580 2020-07-19 01:58:07,650 - mmaction - INFO - Epoch [125][540/1253] lr: 1.574e-01, eta: 2 days, 7:25:40, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3935, top5_acc: 0.6495, loss_cls: 2.7250, loss: 2.7250, grad_norm: 1.6529 2020-07-19 01:58:29,042 - mmaction - INFO - Epoch [125][560/1253] lr: 1.574e-01, eta: 2 days, 7:25:10, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4091, top5_acc: 0.6508, loss_cls: 2.7203, loss: 2.7203, grad_norm: 1.6665 2020-07-19 01:58:50,328 - mmaction - INFO - Epoch [125][580/1253] lr: 1.574e-01, eta: 2 days, 7:24:40, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4036, top5_acc: 0.6557, loss_cls: 2.7010, loss: 2.7010, grad_norm: 1.6541 2020-07-19 01:59:11,695 - mmaction - INFO - Epoch [125][600/1253] lr: 1.574e-01, eta: 2 days, 7:24:11, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.4000, top5_acc: 0.6583, loss_cls: 2.6927, loss: 2.6927, grad_norm: 1.6252 2020-07-19 01:59:33,875 - mmaction - INFO - Epoch [125][620/1253] lr: 1.574e-01, eta: 2 days, 7:23:42, time: 1.108, data_time: 0.002, memory: 9059, top1_acc: 0.3956, top5_acc: 0.6417, loss_cls: 2.7431, loss: 2.7431, grad_norm: 1.6502 2020-07-19 01:59:56,040 - mmaction - INFO - Epoch [125][640/1253] lr: 1.574e-01, eta: 2 days, 7:23:14, time: 1.109, data_time: 0.019, memory: 9059, top1_acc: 0.3878, top5_acc: 0.6409, loss_cls: 2.7644, loss: 2.7644, grad_norm: 1.6399 2020-07-19 02:00:28,082 - mmaction - INFO - Epoch [125][660/1253] lr: 1.574e-01, eta: 2 days, 7:23:05, time: 1.587, data_time: 0.008, memory: 9059, top1_acc: 0.4070, top5_acc: 0.6492, loss_cls: 2.6846, loss: 2.6846, grad_norm: 1.6208 2020-07-19 02:00:49,585 - mmaction - INFO - Epoch [125][680/1253] lr: 1.574e-01, eta: 2 days, 7:22:36, time: 1.090, data_time: 0.020, memory: 9059, top1_acc: 0.4063, top5_acc: 0.6589, loss_cls: 2.7020, loss: 2.7020, grad_norm: 1.6689 2020-07-19 02:01:10,765 - mmaction - INFO - Epoch [125][700/1253] lr: 1.574e-01, eta: 2 days, 7:22:06, time: 1.060, data_time: 0.003, memory: 9059, top1_acc: 0.3995, top5_acc: 0.6589, loss_cls: 2.6869, loss: 2.6869, grad_norm: 1.6537 2020-07-19 02:01:32,007 - mmaction - INFO - Epoch [125][720/1253] lr: 1.574e-01, eta: 2 days, 7:21:36, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3945, top5_acc: 0.6380, loss_cls: 2.7427, loss: 2.7427, grad_norm: 1.6499 2020-07-19 02:01:53,413 - mmaction - INFO - Epoch [125][740/1253] lr: 1.574e-01, eta: 2 days, 7:21:06, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3932, top5_acc: 0.6422, loss_cls: 2.7635, loss: 2.7635, grad_norm: 1.6490 2020-07-19 02:02:14,739 - mmaction - INFO - Epoch [125][760/1253] lr: 1.574e-01, eta: 2 days, 7:20:37, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4000, top5_acc: 0.6596, loss_cls: 2.6644, loss: 2.6644, grad_norm: 1.6499 2020-07-19 02:02:35,958 - mmaction - INFO - Epoch [125][780/1253] lr: 1.574e-01, eta: 2 days, 7:20:07, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4055, top5_acc: 0.6503, loss_cls: 2.6932, loss: 2.6932, grad_norm: 1.6280 2020-07-19 02:02:57,379 - mmaction - INFO - Epoch [125][800/1253] lr: 1.574e-01, eta: 2 days, 7:19:37, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4036, top5_acc: 0.6487, loss_cls: 2.7040, loss: 2.7040, grad_norm: 1.6554 2020-07-19 02:03:18,678 - mmaction - INFO - Epoch [125][820/1253] lr: 1.574e-01, eta: 2 days, 7:19:07, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3930, top5_acc: 0.6451, loss_cls: 2.7333, loss: 2.7333, grad_norm: 1.6674 2020-07-19 02:03:40,088 - mmaction - INFO - Epoch [125][840/1253] lr: 1.574e-01, eta: 2 days, 7:18:38, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3938, top5_acc: 0.6471, loss_cls: 2.7300, loss: 2.7300, grad_norm: 1.6867 2020-07-19 02:04:01,437 - mmaction - INFO - Epoch [125][860/1253] lr: 1.574e-01, eta: 2 days, 7:18:08, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3836, top5_acc: 0.6336, loss_cls: 2.7558, loss: 2.7558, grad_norm: 1.6840 2020-07-19 02:04:22,833 - mmaction - INFO - Epoch [125][880/1253] lr: 1.574e-01, eta: 2 days, 7:17:39, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4003, top5_acc: 0.6464, loss_cls: 2.6931, loss: 2.6931, grad_norm: 1.6660 2020-07-19 02:04:44,129 - mmaction - INFO - Epoch [125][900/1253] lr: 1.574e-01, eta: 2 days, 7:17:09, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4047, top5_acc: 0.6573, loss_cls: 2.6891, loss: 2.6891, grad_norm: 1.6925 2020-07-19 02:05:05,393 - mmaction - INFO - Epoch [125][920/1253] lr: 1.574e-01, eta: 2 days, 7:16:39, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.3828, top5_acc: 0.6477, loss_cls: 2.7308, loss: 2.7308, grad_norm: 1.6763 2020-07-19 02:05:26,722 - mmaction - INFO - Epoch [125][940/1253] lr: 1.574e-01, eta: 2 days, 7:16:09, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4094, top5_acc: 0.6552, loss_cls: 2.7087, loss: 2.7087, grad_norm: 1.6336 2020-07-19 02:05:48,024 - mmaction - INFO - Epoch [125][960/1253] lr: 1.574e-01, eta: 2 days, 7:15:40, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3891, top5_acc: 0.6466, loss_cls: 2.7577, loss: 2.7577, grad_norm: 1.6598 2020-07-19 02:06:09,707 - mmaction - INFO - Epoch [125][980/1253] lr: 1.574e-01, eta: 2 days, 7:15:11, time: 1.084, data_time: 0.002, memory: 9059, top1_acc: 0.3948, top5_acc: 0.6432, loss_cls: 2.7406, loss: 2.7406, grad_norm: 1.6422 2020-07-19 02:06:31,028 - mmaction - INFO - Epoch [125][1000/1253] lr: 1.574e-01, eta: 2 days, 7:14:41, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.4047, top5_acc: 0.6529, loss_cls: 2.6607, loss: 2.6607, grad_norm: 1.6555 2020-07-19 02:06:52,389 - mmaction - INFO - Epoch [125][1020/1253] lr: 1.574e-01, eta: 2 days, 7:14:11, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3859, top5_acc: 0.6281, loss_cls: 2.7839, loss: 2.7839, grad_norm: 1.6774 2020-07-19 02:07:13,715 - mmaction - INFO - Epoch [125][1040/1253] lr: 1.574e-01, eta: 2 days, 7:13:42, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.4055, top5_acc: 0.6414, loss_cls: 2.7145, loss: 2.7145, grad_norm: 1.6557 2020-07-19 02:07:34,887 - mmaction - INFO - Epoch [125][1060/1253] lr: 1.574e-01, eta: 2 days, 7:13:12, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.3945, top5_acc: 0.6570, loss_cls: 2.7049, loss: 2.7049, grad_norm: 1.6452 2020-07-19 02:07:57,144 - mmaction - INFO - Epoch [125][1080/1253] lr: 1.574e-01, eta: 2 days, 7:12:44, time: 1.113, data_time: 0.010, memory: 9059, top1_acc: 0.3930, top5_acc: 0.6404, loss_cls: 2.7366, loss: 2.7366, grad_norm: 1.6381 2020-07-19 02:08:19,671 - mmaction - INFO - Epoch [125][1100/1253] lr: 1.574e-01, eta: 2 days, 7:12:17, time: 1.126, data_time: 0.032, memory: 9059, top1_acc: 0.4042, top5_acc: 0.6471, loss_cls: 2.7030, loss: 2.7030, grad_norm: 1.6510 2020-07-19 02:08:42,098 - mmaction - INFO - Epoch [125][1120/1253] lr: 1.574e-01, eta: 2 days, 7:11:49, time: 1.122, data_time: 0.040, memory: 9059, top1_acc: 0.3990, top5_acc: 0.6469, loss_cls: 2.7086, loss: 2.7086, grad_norm: 1.6530 2020-07-19 02:09:03,360 - mmaction - INFO - Epoch [125][1140/1253] lr: 1.574e-01, eta: 2 days, 7:11:19, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3990, top5_acc: 0.6497, loss_cls: 2.7105, loss: 2.7105, grad_norm: 1.6618 2020-07-19 02:09:24,643 - mmaction - INFO - Epoch [125][1160/1253] lr: 1.574e-01, eta: 2 days, 7:10:50, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.4003, top5_acc: 0.6544, loss_cls: 2.7274, loss: 2.7274, grad_norm: 1.6659 2020-07-19 02:09:46,603 - mmaction - INFO - Epoch [125][1180/1253] lr: 1.574e-01, eta: 2 days, 7:10:21, time: 1.097, data_time: 0.002, memory: 9059, top1_acc: 0.4068, top5_acc: 0.6596, loss_cls: 2.6453, loss: 2.6453, grad_norm: 1.6654 2020-07-19 02:10:08,085 - mmaction - INFO - Epoch [125][1200/1253] lr: 1.574e-01, eta: 2 days, 7:09:52, time: 1.075, data_time: 0.003, memory: 9059, top1_acc: 0.3891, top5_acc: 0.6393, loss_cls: 2.7481, loss: 2.7481, grad_norm: 1.6644 2020-07-19 02:10:29,365 - mmaction - INFO - Epoch [125][1220/1253] lr: 1.574e-01, eta: 2 days, 7:09:22, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.3935, top5_acc: 0.6430, loss_cls: 2.7039, loss: 2.7039, grad_norm: 1.6831 2020-07-19 02:10:50,870 - mmaction - INFO - Epoch [125][1240/1253] lr: 1.574e-01, eta: 2 days, 7:08:53, time: 1.077, data_time: 0.003, memory: 9059, top1_acc: 0.4034, top5_acc: 0.6555, loss_cls: 2.6806, loss: 2.6806, grad_norm: 1.6936 2020-07-19 02:14:22,697 - mmaction - INFO - Epoch [126][20/1253] lr: 1.555e-01, eta: 2 days, 7:12:55, time: 9.435, data_time: 8.169, memory: 9059, top1_acc: 0.4120, top5_acc: 0.6549, loss_cls: 2.6704, loss: 2.6704, grad_norm: 1.6844 2020-07-19 02:14:43,962 - mmaction - INFO - Epoch [126][40/1253] lr: 1.555e-01, eta: 2 days, 7:12:25, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.4091, top5_acc: 0.6594, loss_cls: 2.6630, loss: 2.6630, grad_norm: 1.6833 2020-07-19 02:15:05,515 - mmaction - INFO - Epoch [126][60/1253] lr: 1.555e-01, eta: 2 days, 7:11:56, time: 1.077, data_time: 0.003, memory: 9059, top1_acc: 0.4029, top5_acc: 0.6508, loss_cls: 2.6466, loss: 2.6466, grad_norm: 1.6608 2020-07-19 02:15:27,541 - mmaction - INFO - Epoch [126][80/1253] lr: 1.555e-01, eta: 2 days, 7:11:28, time: 1.103, data_time: 0.013, memory: 9059, top1_acc: 0.4008, top5_acc: 0.6714, loss_cls: 2.6177, loss: 2.6177, grad_norm: 1.6841 2020-07-19 02:15:50,206 - mmaction - INFO - Epoch [126][100/1253] lr: 1.555e-01, eta: 2 days, 7:11:01, time: 1.132, data_time: 0.016, memory: 9059, top1_acc: 0.3974, top5_acc: 0.6529, loss_cls: 2.6955, loss: 2.6955, grad_norm: 1.6586 2020-07-19 02:16:11,758 - mmaction - INFO - Epoch [126][120/1253] lr: 1.555e-01, eta: 2 days, 7:10:31, time: 1.079, data_time: 0.014, memory: 9059, top1_acc: 0.3940, top5_acc: 0.6456, loss_cls: 2.7036, loss: 2.7036, grad_norm: 1.6522 2020-07-19 02:16:32,976 - mmaction - INFO - Epoch [126][140/1253] lr: 1.555e-01, eta: 2 days, 7:10:01, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3992, top5_acc: 0.6536, loss_cls: 2.6975, loss: 2.6975, grad_norm: 1.6861 2020-07-19 02:16:54,673 - mmaction - INFO - Epoch [126][160/1253] lr: 1.555e-01, eta: 2 days, 7:09:32, time: 1.085, data_time: 0.001, memory: 9059, top1_acc: 0.4013, top5_acc: 0.6471, loss_cls: 2.7150, loss: 2.7150, grad_norm: 1.6591 2020-07-19 02:17:16,339 - mmaction - INFO - Epoch [126][180/1253] lr: 1.555e-01, eta: 2 days, 7:09:03, time: 1.084, data_time: 0.002, memory: 9059, top1_acc: 0.3917, top5_acc: 0.6427, loss_cls: 2.7186, loss: 2.7186, grad_norm: 1.7117 2020-07-19 02:17:38,441 - mmaction - INFO - Epoch [126][200/1253] lr: 1.555e-01, eta: 2 days, 7:08:35, time: 1.104, data_time: 0.007, memory: 9059, top1_acc: 0.3917, top5_acc: 0.6438, loss_cls: 2.7156, loss: 2.7156, grad_norm: 1.6925 2020-07-19 02:18:01,304 - mmaction - INFO - Epoch [126][220/1253] lr: 1.555e-01, eta: 2 days, 7:08:08, time: 1.143, data_time: 0.016, memory: 9059, top1_acc: 0.3984, top5_acc: 0.6523, loss_cls: 2.6865, loss: 2.6865, grad_norm: 1.6407 2020-07-19 02:18:22,531 - mmaction - INFO - Epoch [126][240/1253] lr: 1.555e-01, eta: 2 days, 7:07:39, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.3943, top5_acc: 0.6529, loss_cls: 2.7440, loss: 2.7440, grad_norm: 1.6624 2020-07-19 02:18:44,171 - mmaction - INFO - Epoch [126][260/1253] lr: 1.555e-01, eta: 2 days, 7:07:09, time: 1.081, data_time: 0.001, memory: 9059, top1_acc: 0.4010, top5_acc: 0.6549, loss_cls: 2.6645, loss: 2.6645, grad_norm: 1.6753 2020-07-19 02:19:05,306 - mmaction - INFO - Epoch [126][280/1253] lr: 1.555e-01, eta: 2 days, 7:06:39, time: 1.058, data_time: 0.003, memory: 9059, top1_acc: 0.3823, top5_acc: 0.6380, loss_cls: 2.7608, loss: 2.7608, grad_norm: 1.6664 2020-07-19 02:19:26,730 - mmaction - INFO - Epoch [126][300/1253] lr: 1.555e-01, eta: 2 days, 7:06:10, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4003, top5_acc: 0.6451, loss_cls: 2.6988, loss: 2.6988, grad_norm: 1.6471 2020-07-19 02:19:48,655 - mmaction - INFO - Epoch [126][320/1253] lr: 1.555e-01, eta: 2 days, 7:05:41, time: 1.097, data_time: 0.002, memory: 9059, top1_acc: 0.4047, top5_acc: 0.6544, loss_cls: 2.6424, loss: 2.6424, grad_norm: 1.6498 2020-07-19 02:20:10,040 - mmaction - INFO - Epoch [126][340/1253] lr: 1.555e-01, eta: 2 days, 7:05:12, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3901, top5_acc: 0.6471, loss_cls: 2.7213, loss: 2.7213, grad_norm: 1.6779 2020-07-19 02:20:31,254 - mmaction - INFO - Epoch [126][360/1253] lr: 1.555e-01, eta: 2 days, 7:04:42, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3995, top5_acc: 0.6586, loss_cls: 2.6848, loss: 2.6848, grad_norm: 1.6865 2020-07-19 02:20:52,520 - mmaction - INFO - Epoch [126][380/1253] lr: 1.555e-01, eta: 2 days, 7:04:12, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.3974, top5_acc: 0.6578, loss_cls: 2.6558, loss: 2.6558, grad_norm: 1.6960 2020-07-19 02:21:13,869 - mmaction - INFO - Epoch [126][400/1253] lr: 1.555e-01, eta: 2 days, 7:03:43, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3945, top5_acc: 0.6378, loss_cls: 2.7192, loss: 2.7192, grad_norm: 1.6496 2020-07-19 02:21:35,098 - mmaction - INFO - Epoch [126][420/1253] lr: 1.555e-01, eta: 2 days, 7:03:13, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3862, top5_acc: 0.6523, loss_cls: 2.7128, loss: 2.7128, grad_norm: 1.7077 2020-07-19 02:21:56,418 - mmaction - INFO - Epoch [126][440/1253] lr: 1.555e-01, eta: 2 days, 7:02:43, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4081, top5_acc: 0.6565, loss_cls: 2.6666, loss: 2.6666, grad_norm: 1.6644 2020-07-19 02:22:17,773 - mmaction - INFO - Epoch [126][460/1253] lr: 1.555e-01, eta: 2 days, 7:02:13, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.4060, top5_acc: 0.6539, loss_cls: 2.6755, loss: 2.6755, grad_norm: 1.6789 2020-07-19 02:22:39,155 - mmaction - INFO - Epoch [126][480/1253] lr: 1.555e-01, eta: 2 days, 7:01:44, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3927, top5_acc: 0.6424, loss_cls: 2.7163, loss: 2.7163, grad_norm: 1.6440 2020-07-19 02:23:00,417 - mmaction - INFO - Epoch [126][500/1253] lr: 1.555e-01, eta: 2 days, 7:01:14, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3930, top5_acc: 0.6427, loss_cls: 2.7239, loss: 2.7239, grad_norm: 1.6646 2020-07-19 02:23:21,747 - mmaction - INFO - Epoch [126][520/1253] lr: 1.555e-01, eta: 2 days, 7:00:45, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4042, top5_acc: 0.6573, loss_cls: 2.6851, loss: 2.6851, grad_norm: 1.6316 2020-07-19 02:23:43,345 - mmaction - INFO - Epoch [126][540/1253] lr: 1.555e-01, eta: 2 days, 7:00:15, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.4000, top5_acc: 0.6466, loss_cls: 2.7123, loss: 2.7123, grad_norm: 1.7046 2020-07-19 02:24:04,583 - mmaction - INFO - Epoch [126][560/1253] lr: 1.555e-01, eta: 2 days, 6:59:46, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4070, top5_acc: 0.6607, loss_cls: 2.6989, loss: 2.6989, grad_norm: 1.6945 2020-07-19 02:24:26,144 - mmaction - INFO - Epoch [126][580/1253] lr: 1.555e-01, eta: 2 days, 6:59:17, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.3948, top5_acc: 0.6578, loss_cls: 2.6916, loss: 2.6916, grad_norm: 1.6729 2020-07-19 02:24:47,517 - mmaction - INFO - Epoch [126][600/1253] lr: 1.555e-01, eta: 2 days, 6:58:47, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.3966, top5_acc: 0.6448, loss_cls: 2.7323, loss: 2.7323, grad_norm: 1.6431 2020-07-19 02:25:08,972 - mmaction - INFO - Epoch [126][620/1253] lr: 1.555e-01, eta: 2 days, 6:58:18, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.4003, top5_acc: 0.6594, loss_cls: 2.6918, loss: 2.6918, grad_norm: 1.6945 2020-07-19 02:25:30,155 - mmaction - INFO - Epoch [126][640/1253] lr: 1.555e-01, eta: 2 days, 6:57:48, time: 1.058, data_time: 0.001, memory: 9059, top1_acc: 0.4219, top5_acc: 0.6523, loss_cls: 2.6685, loss: 2.6685, grad_norm: 1.6699 2020-07-19 02:25:51,373 - mmaction - INFO - Epoch [126][660/1253] lr: 1.555e-01, eta: 2 days, 6:57:18, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4013, top5_acc: 0.6576, loss_cls: 2.7049, loss: 2.7049, grad_norm: 1.7225 2020-07-19 02:26:12,542 - mmaction - INFO - Epoch [126][680/1253] lr: 1.555e-01, eta: 2 days, 6:56:48, time: 1.060, data_time: 0.003, memory: 9059, top1_acc: 0.3927, top5_acc: 0.6464, loss_cls: 2.7451, loss: 2.7451, grad_norm: 1.6673 2020-07-19 02:26:33,887 - mmaction - INFO - Epoch [126][700/1253] lr: 1.555e-01, eta: 2 days, 6:56:18, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3904, top5_acc: 0.6453, loss_cls: 2.6936, loss: 2.6936, grad_norm: 1.6748 2020-07-19 02:26:55,166 - mmaction - INFO - Epoch [126][720/1253] lr: 1.555e-01, eta: 2 days, 6:55:49, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.4143, top5_acc: 0.6766, loss_cls: 2.5936, loss: 2.5936, grad_norm: 1.6838 2020-07-19 02:27:16,911 - mmaction - INFO - Epoch [126][740/1253] lr: 1.555e-01, eta: 2 days, 6:55:20, time: 1.089, data_time: 0.003, memory: 9059, top1_acc: 0.3927, top5_acc: 0.6336, loss_cls: 2.7859, loss: 2.7859, grad_norm: 1.6640 2020-07-19 02:27:39,353 - mmaction - INFO - Epoch [126][760/1253] lr: 1.555e-01, eta: 2 days, 6:54:52, time: 1.121, data_time: 0.021, memory: 9059, top1_acc: 0.4010, top5_acc: 0.6513, loss_cls: 2.7046, loss: 2.7046, grad_norm: 1.6381 2020-07-19 02:28:01,205 - mmaction - INFO - Epoch [126][780/1253] lr: 1.555e-01, eta: 2 days, 6:54:24, time: 1.093, data_time: 0.020, memory: 9059, top1_acc: 0.3919, top5_acc: 0.6536, loss_cls: 2.7154, loss: 2.7154, grad_norm: 1.6618 2020-07-19 02:28:22,558 - mmaction - INFO - Epoch [126][800/1253] lr: 1.555e-01, eta: 2 days, 6:53:54, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4185, top5_acc: 0.6617, loss_cls: 2.6295, loss: 2.6295, grad_norm: 1.6644 2020-07-19 02:28:44,148 - mmaction - INFO - Epoch [126][820/1253] lr: 1.555e-01, eta: 2 days, 6:53:25, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.3896, top5_acc: 0.6419, loss_cls: 2.7488, loss: 2.7488, grad_norm: 1.6909 2020-07-19 02:29:05,929 - mmaction - INFO - Epoch [126][840/1253] lr: 1.555e-01, eta: 2 days, 6:52:57, time: 1.088, data_time: 0.001, memory: 9059, top1_acc: 0.3977, top5_acc: 0.6531, loss_cls: 2.6748, loss: 2.6748, grad_norm: 1.6552 2020-07-19 02:29:27,321 - mmaction - INFO - Epoch [126][860/1253] lr: 1.555e-01, eta: 2 days, 6:52:27, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4042, top5_acc: 0.6461, loss_cls: 2.6495, loss: 2.6495, grad_norm: 1.6258 2020-07-19 02:29:48,469 - mmaction - INFO - Epoch [126][880/1253] lr: 1.555e-01, eta: 2 days, 6:51:57, time: 1.059, data_time: 0.003, memory: 9059, top1_acc: 0.3885, top5_acc: 0.6586, loss_cls: 2.7298, loss: 2.7298, grad_norm: 1.6847 2020-07-19 02:30:10,613 - mmaction - INFO - Epoch [126][900/1253] lr: 1.555e-01, eta: 2 days, 6:51:29, time: 1.108, data_time: 0.002, memory: 9059, top1_acc: 0.3893, top5_acc: 0.6487, loss_cls: 2.6736, loss: 2.6736, grad_norm: 1.6537 2020-07-19 02:30:32,137 - mmaction - INFO - Epoch [126][920/1253] lr: 1.555e-01, eta: 2 days, 6:51:00, time: 1.075, data_time: 0.001, memory: 9059, top1_acc: 0.3885, top5_acc: 0.6448, loss_cls: 2.7334, loss: 2.7334, grad_norm: 1.6856 2020-07-19 02:30:54,199 - mmaction - INFO - Epoch [126][940/1253] lr: 1.555e-01, eta: 2 days, 6:50:32, time: 1.102, data_time: 0.002, memory: 9059, top1_acc: 0.4029, top5_acc: 0.6516, loss_cls: 2.7060, loss: 2.7060, grad_norm: 1.6687 2020-07-19 02:31:16,724 - mmaction - INFO - Epoch [126][960/1253] lr: 1.555e-01, eta: 2 days, 6:50:04, time: 1.127, data_time: 0.003, memory: 9059, top1_acc: 0.3909, top5_acc: 0.6370, loss_cls: 2.7394, loss: 2.7394, grad_norm: 1.6577 2020-07-19 02:31:38,558 - mmaction - INFO - Epoch [126][980/1253] lr: 1.555e-01, eta: 2 days, 6:49:36, time: 1.091, data_time: 0.002, memory: 9059, top1_acc: 0.4018, top5_acc: 0.6531, loss_cls: 2.6823, loss: 2.6823, grad_norm: 1.6676 2020-07-19 02:32:00,121 - mmaction - INFO - Epoch [126][1000/1253] lr: 1.555e-01, eta: 2 days, 6:49:07, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.3984, top5_acc: 0.6547, loss_cls: 2.7218, loss: 2.7218, grad_norm: 1.6648 2020-07-19 02:32:21,581 - mmaction - INFO - Epoch [126][1020/1253] lr: 1.555e-01, eta: 2 days, 6:48:37, time: 1.073, data_time: 0.003, memory: 9059, top1_acc: 0.3961, top5_acc: 0.6378, loss_cls: 2.7489, loss: 2.7489, grad_norm: 1.6301 2020-07-19 02:32:43,913 - mmaction - INFO - Epoch [126][1040/1253] lr: 1.555e-01, eta: 2 days, 6:48:10, time: 1.117, data_time: 0.003, memory: 9059, top1_acc: 0.3906, top5_acc: 0.6404, loss_cls: 2.7266, loss: 2.7266, grad_norm: 1.6737 2020-07-19 02:33:05,194 - mmaction - INFO - Epoch [126][1060/1253] lr: 1.555e-01, eta: 2 days, 6:47:40, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.4016, top5_acc: 0.6411, loss_cls: 2.7569, loss: 2.7569, grad_norm: 1.6417 2020-07-19 02:33:26,719 - mmaction - INFO - Epoch [126][1080/1253] lr: 1.555e-01, eta: 2 days, 6:47:11, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.4018, top5_acc: 0.6523, loss_cls: 2.6897, loss: 2.6897, grad_norm: 1.6537 2020-07-19 02:33:48,069 - mmaction - INFO - Epoch [126][1100/1253] lr: 1.555e-01, eta: 2 days, 6:46:42, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4042, top5_acc: 0.6552, loss_cls: 2.7028, loss: 2.7028, grad_norm: 1.6698 2020-07-19 02:34:09,358 - mmaction - INFO - Epoch [126][1120/1253] lr: 1.555e-01, eta: 2 days, 6:46:12, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3977, top5_acc: 0.6560, loss_cls: 2.7092, loss: 2.7092, grad_norm: 1.6800 2020-07-19 02:34:30,684 - mmaction - INFO - Epoch [126][1140/1253] lr: 1.555e-01, eta: 2 days, 6:45:42, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3956, top5_acc: 0.6411, loss_cls: 2.7181, loss: 2.7181, grad_norm: 1.6481 2020-07-19 02:34:52,132 - mmaction - INFO - Epoch [126][1160/1253] lr: 1.555e-01, eta: 2 days, 6:45:13, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3924, top5_acc: 0.6492, loss_cls: 2.7267, loss: 2.7267, grad_norm: 1.6629 2020-07-19 02:35:13,342 - mmaction - INFO - Epoch [126][1180/1253] lr: 1.555e-01, eta: 2 days, 6:44:43, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4003, top5_acc: 0.6534, loss_cls: 2.7284, loss: 2.7284, grad_norm: 1.6975 2020-07-19 02:35:34,624 - mmaction - INFO - Epoch [126][1200/1253] lr: 1.555e-01, eta: 2 days, 6:44:14, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3932, top5_acc: 0.6393, loss_cls: 2.7555, loss: 2.7555, grad_norm: 1.6263 2020-07-19 02:35:56,228 - mmaction - INFO - Epoch [126][1220/1253] lr: 1.555e-01, eta: 2 days, 6:43:45, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.4016, top5_acc: 0.6500, loss_cls: 2.6888, loss: 2.6888, grad_norm: 1.6699 2020-07-19 02:36:17,622 - mmaction - INFO - Epoch [126][1240/1253] lr: 1.555e-01, eta: 2 days, 6:43:15, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4026, top5_acc: 0.6544, loss_cls: 2.6793, loss: 2.6793, grad_norm: 1.6673 2020-07-19 02:39:34,735 - mmaction - INFO - Epoch [127][20/1253] lr: 1.537e-01, eta: 2 days, 6:46:51, time: 8.882, data_time: 7.688, memory: 9059, top1_acc: 0.3919, top5_acc: 0.6544, loss_cls: 2.7207, loss: 2.7207, grad_norm: 1.6821 2020-07-19 02:39:55,953 - mmaction - INFO - Epoch [127][40/1253] lr: 1.537e-01, eta: 2 days, 6:46:22, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.4044, top5_acc: 0.6508, loss_cls: 2.6702, loss: 2.6702, grad_norm: 1.6449 2020-07-19 02:40:17,373 - mmaction - INFO - Epoch [127][60/1253] lr: 1.537e-01, eta: 2 days, 6:45:52, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4128, top5_acc: 0.6555, loss_cls: 2.6710, loss: 2.6710, grad_norm: 1.6688 2020-07-19 02:40:38,716 - mmaction - INFO - Epoch [127][80/1253] lr: 1.537e-01, eta: 2 days, 6:45:23, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.4083, top5_acc: 0.6435, loss_cls: 2.7086, loss: 2.7086, grad_norm: 1.6705 2020-07-19 02:41:00,067 - mmaction - INFO - Epoch [127][100/1253] lr: 1.537e-01, eta: 2 days, 6:44:53, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3859, top5_acc: 0.6443, loss_cls: 2.7401, loss: 2.7401, grad_norm: 1.6796 2020-07-19 02:41:21,347 - mmaction - INFO - Epoch [127][120/1253] lr: 1.537e-01, eta: 2 days, 6:44:23, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.3984, top5_acc: 0.6479, loss_cls: 2.6909, loss: 2.6909, grad_norm: 1.6396 2020-07-19 02:41:42,787 - mmaction - INFO - Epoch [127][140/1253] lr: 1.537e-01, eta: 2 days, 6:43:54, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3935, top5_acc: 0.6479, loss_cls: 2.7041, loss: 2.7041, grad_norm: 1.6582 2020-07-19 02:42:04,193 - mmaction - INFO - Epoch [127][160/1253] lr: 1.537e-01, eta: 2 days, 6:43:25, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4060, top5_acc: 0.6659, loss_cls: 2.6355, loss: 2.6355, grad_norm: 1.6509 2020-07-19 02:42:25,500 - mmaction - INFO - Epoch [127][180/1253] lr: 1.537e-01, eta: 2 days, 6:42:55, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4065, top5_acc: 0.6531, loss_cls: 2.6719, loss: 2.6719, grad_norm: 1.6998 2020-07-19 02:42:47,047 - mmaction - INFO - Epoch [127][200/1253] lr: 1.537e-01, eta: 2 days, 6:42:26, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.4018, top5_acc: 0.6576, loss_cls: 2.6790, loss: 2.6790, grad_norm: 1.6966 2020-07-19 02:43:08,223 - mmaction - INFO - Epoch [127][220/1253] lr: 1.537e-01, eta: 2 days, 6:41:56, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3924, top5_acc: 0.6398, loss_cls: 2.7527, loss: 2.7527, grad_norm: 1.6747 2020-07-19 02:43:29,705 - mmaction - INFO - Epoch [127][240/1253] lr: 1.537e-01, eta: 2 days, 6:41:27, time: 1.073, data_time: 0.001, memory: 9059, top1_acc: 0.4099, top5_acc: 0.6557, loss_cls: 2.6716, loss: 2.6716, grad_norm: 1.6789 2020-07-19 02:43:51,018 - mmaction - INFO - Epoch [127][260/1253] lr: 1.537e-01, eta: 2 days, 6:40:57, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4115, top5_acc: 0.6552, loss_cls: 2.6760, loss: 2.6760, grad_norm: 1.6990 2020-07-19 02:44:12,286 - mmaction - INFO - Epoch [127][280/1253] lr: 1.537e-01, eta: 2 days, 6:40:28, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.3935, top5_acc: 0.6495, loss_cls: 2.7120, loss: 2.7120, grad_norm: 1.6816 2020-07-19 02:44:33,713 - mmaction - INFO - Epoch [127][300/1253] lr: 1.537e-01, eta: 2 days, 6:39:58, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4130, top5_acc: 0.6643, loss_cls: 2.6322, loss: 2.6322, grad_norm: 1.6883 2020-07-19 02:44:55,268 - mmaction - INFO - Epoch [127][320/1253] lr: 1.537e-01, eta: 2 days, 6:39:29, time: 1.078, data_time: 0.001, memory: 9059, top1_acc: 0.4003, top5_acc: 0.6633, loss_cls: 2.6725, loss: 2.6725, grad_norm: 1.6954 2020-07-19 02:45:16,424 - mmaction - INFO - Epoch [127][340/1253] lr: 1.537e-01, eta: 2 days, 6:38:59, time: 1.057, data_time: 0.001, memory: 9059, top1_acc: 0.4083, top5_acc: 0.6531, loss_cls: 2.6675, loss: 2.6675, grad_norm: 1.6550 2020-07-19 02:45:37,739 - mmaction - INFO - Epoch [127][360/1253] lr: 1.537e-01, eta: 2 days, 6:38:30, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4070, top5_acc: 0.6594, loss_cls: 2.6485, loss: 2.6485, grad_norm: 1.6856 2020-07-19 02:45:59,146 - mmaction - INFO - Epoch [127][380/1253] lr: 1.537e-01, eta: 2 days, 6:38:00, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4161, top5_acc: 0.6643, loss_cls: 2.6416, loss: 2.6416, grad_norm: 1.6703 2020-07-19 02:46:22,399 - mmaction - INFO - Epoch [127][400/1253] lr: 1.537e-01, eta: 2 days, 6:37:34, time: 1.163, data_time: 0.002, memory: 9059, top1_acc: 0.4029, top5_acc: 0.6589, loss_cls: 2.6909, loss: 2.6909, grad_norm: 1.6911 2020-07-19 02:46:44,396 - mmaction - INFO - Epoch [127][420/1253] lr: 1.537e-01, eta: 2 days, 6:37:06, time: 1.099, data_time: 0.002, memory: 9059, top1_acc: 0.3943, top5_acc: 0.6427, loss_cls: 2.7529, loss: 2.7529, grad_norm: 1.6946 2020-07-19 02:47:05,679 - mmaction - INFO - Epoch [127][440/1253] lr: 1.537e-01, eta: 2 days, 6:36:37, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.3964, top5_acc: 0.6497, loss_cls: 2.7126, loss: 2.7126, grad_norm: 1.6644 2020-07-19 02:47:27,058 - mmaction - INFO - Epoch [127][460/1253] lr: 1.537e-01, eta: 2 days, 6:36:07, time: 1.071, data_time: 0.004, memory: 9059, top1_acc: 0.4065, top5_acc: 0.6419, loss_cls: 2.6810, loss: 2.6810, grad_norm: 1.6648 2020-07-19 02:47:48,704 - mmaction - INFO - Epoch [127][480/1253] lr: 1.537e-01, eta: 2 days, 6:35:38, time: 1.082, data_time: 0.002, memory: 9059, top1_acc: 0.3935, top5_acc: 0.6544, loss_cls: 2.6978, loss: 2.6978, grad_norm: 1.6976 2020-07-19 02:48:10,938 - mmaction - INFO - Epoch [127][500/1253] lr: 1.537e-01, eta: 2 days, 6:35:10, time: 1.111, data_time: 0.011, memory: 9059, top1_acc: 0.4117, top5_acc: 0.6453, loss_cls: 2.6886, loss: 2.6886, grad_norm: 1.6792 2020-07-19 02:48:32,519 - mmaction - INFO - Epoch [127][520/1253] lr: 1.537e-01, eta: 2 days, 6:34:41, time: 1.080, data_time: 0.011, memory: 9059, top1_acc: 0.4076, top5_acc: 0.6508, loss_cls: 2.6352, loss: 2.6352, grad_norm: 1.6370 2020-07-19 02:48:53,997 - mmaction - INFO - Epoch [127][540/1253] lr: 1.537e-01, eta: 2 days, 6:34:12, time: 1.073, data_time: 0.001, memory: 9059, top1_acc: 0.3810, top5_acc: 0.6349, loss_cls: 2.8019, loss: 2.8019, grad_norm: 1.7039 2020-07-19 02:49:15,282 - mmaction - INFO - Epoch [127][560/1253] lr: 1.537e-01, eta: 2 days, 6:33:43, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.4023, top5_acc: 0.6458, loss_cls: 2.7055, loss: 2.7055, grad_norm: 1.6811 2020-07-19 02:49:36,623 - mmaction - INFO - Epoch [127][580/1253] lr: 1.537e-01, eta: 2 days, 6:33:13, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3953, top5_acc: 0.6549, loss_cls: 2.6877, loss: 2.6877, grad_norm: 1.6807 2020-07-19 02:49:58,237 - mmaction - INFO - Epoch [127][600/1253] lr: 1.537e-01, eta: 2 days, 6:32:44, time: 1.082, data_time: 0.004, memory: 9059, top1_acc: 0.4159, top5_acc: 0.6599, loss_cls: 2.6385, loss: 2.6385, grad_norm: 1.6792 2020-07-19 02:50:19,532 - mmaction - INFO - Epoch [127][620/1253] lr: 1.537e-01, eta: 2 days, 6:32:15, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3995, top5_acc: 0.6464, loss_cls: 2.7039, loss: 2.7039, grad_norm: 1.6672 2020-07-19 02:50:40,802 - mmaction - INFO - Epoch [127][640/1253] lr: 1.537e-01, eta: 2 days, 6:31:45, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.4078, top5_acc: 0.6581, loss_cls: 2.6342, loss: 2.6342, grad_norm: 1.6796 2020-07-19 02:51:01,926 - mmaction - INFO - Epoch [127][660/1253] lr: 1.537e-01, eta: 2 days, 6:31:15, time: 1.056, data_time: 0.001, memory: 9059, top1_acc: 0.4005, top5_acc: 0.6544, loss_cls: 2.6921, loss: 2.6921, grad_norm: 1.6944 2020-07-19 02:51:23,249 - mmaction - INFO - Epoch [127][680/1253] lr: 1.537e-01, eta: 2 days, 6:30:46, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4021, top5_acc: 0.6536, loss_cls: 2.7232, loss: 2.7232, grad_norm: 1.6999 2020-07-19 02:51:44,885 - mmaction - INFO - Epoch [127][700/1253] lr: 1.537e-01, eta: 2 days, 6:30:17, time: 1.083, data_time: 0.002, memory: 9059, top1_acc: 0.3919, top5_acc: 0.6409, loss_cls: 2.7570, loss: 2.7570, grad_norm: 1.6866 2020-07-19 02:52:06,072 - mmaction - INFO - Epoch [127][720/1253] lr: 1.537e-01, eta: 2 days, 6:29:47, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3961, top5_acc: 0.6560, loss_cls: 2.6982, loss: 2.6982, grad_norm: 1.6729 2020-07-19 02:52:27,351 - mmaction - INFO - Epoch [127][740/1253] lr: 1.537e-01, eta: 2 days, 6:29:18, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4104, top5_acc: 0.6458, loss_cls: 2.7214, loss: 2.7214, grad_norm: 1.6726 2020-07-19 02:52:48,598 - mmaction - INFO - Epoch [127][760/1253] lr: 1.537e-01, eta: 2 days, 6:28:48, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4003, top5_acc: 0.6440, loss_cls: 2.7544, loss: 2.7544, grad_norm: 1.6862 2020-07-19 02:53:10,164 - mmaction - INFO - Epoch [127][780/1253] lr: 1.537e-01, eta: 2 days, 6:28:19, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.3971, top5_acc: 0.6521, loss_cls: 2.7048, loss: 2.7048, grad_norm: 1.6484 2020-07-19 02:53:31,452 - mmaction - INFO - Epoch [127][800/1253] lr: 1.537e-01, eta: 2 days, 6:27:50, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.3984, top5_acc: 0.6484, loss_cls: 2.6883, loss: 2.6883, grad_norm: 1.6591 2020-07-19 02:53:52,663 - mmaction - INFO - Epoch [127][820/1253] lr: 1.537e-01, eta: 2 days, 6:27:20, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4073, top5_acc: 0.6484, loss_cls: 2.6800, loss: 2.6800, grad_norm: 1.6622 2020-07-19 02:54:15,433 - mmaction - INFO - Epoch [127][840/1253] lr: 1.537e-01, eta: 2 days, 6:26:53, time: 1.139, data_time: 0.003, memory: 9059, top1_acc: 0.4000, top5_acc: 0.6529, loss_cls: 2.6825, loss: 2.6825, grad_norm: 1.6634 2020-07-19 02:54:37,726 - mmaction - INFO - Epoch [127][860/1253] lr: 1.537e-01, eta: 2 days, 6:26:25, time: 1.115, data_time: 0.006, memory: 9059, top1_acc: 0.4031, top5_acc: 0.6445, loss_cls: 2.6899, loss: 2.6899, grad_norm: 1.6821 2020-07-19 02:54:59,944 - mmaction - INFO - Epoch [127][880/1253] lr: 1.537e-01, eta: 2 days, 6:25:58, time: 1.111, data_time: 0.015, memory: 9059, top1_acc: 0.4135, top5_acc: 0.6583, loss_cls: 2.6245, loss: 2.6245, grad_norm: 1.6437 2020-07-19 02:55:21,438 - mmaction - INFO - Epoch [127][900/1253] lr: 1.537e-01, eta: 2 days, 6:25:29, time: 1.075, data_time: 0.010, memory: 9059, top1_acc: 0.4070, top5_acc: 0.6516, loss_cls: 2.6633, loss: 2.6633, grad_norm: 1.6900 2020-07-19 02:55:43,250 - mmaction - INFO - Epoch [127][920/1253] lr: 1.537e-01, eta: 2 days, 6:25:00, time: 1.090, data_time: 0.002, memory: 9059, top1_acc: 0.4034, top5_acc: 0.6453, loss_cls: 2.7053, loss: 2.7053, grad_norm: 1.6918 2020-07-19 02:56:04,512 - mmaction - INFO - Epoch [127][940/1253] lr: 1.537e-01, eta: 2 days, 6:24:30, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3836, top5_acc: 0.6406, loss_cls: 2.7161, loss: 2.7161, grad_norm: 1.6934 2020-07-19 02:56:26,172 - mmaction - INFO - Epoch [127][960/1253] lr: 1.537e-01, eta: 2 days, 6:24:01, time: 1.079, data_time: 0.003, memory: 9059, top1_acc: 0.4008, top5_acc: 0.6536, loss_cls: 2.6994, loss: 2.6994, grad_norm: 1.6799 2020-07-19 02:56:47,329 - mmaction - INFO - Epoch [127][980/1253] lr: 1.537e-01, eta: 2 days, 6:23:32, time: 1.063, data_time: 0.007, memory: 9059, top1_acc: 0.3969, top5_acc: 0.6547, loss_cls: 2.6944, loss: 2.6944, grad_norm: 1.6889 2020-07-19 02:57:08,711 - mmaction - INFO - Epoch [127][1000/1253] lr: 1.537e-01, eta: 2 days, 6:23:03, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3862, top5_acc: 0.6385, loss_cls: 2.7728, loss: 2.7728, grad_norm: 1.6929 2020-07-19 02:57:29,906 - mmaction - INFO - Epoch [127][1020/1253] lr: 1.537e-01, eta: 2 days, 6:22:33, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3938, top5_acc: 0.6466, loss_cls: 2.6992, loss: 2.6992, grad_norm: 1.6772 2020-07-19 02:57:51,132 - mmaction - INFO - Epoch [127][1040/1253] lr: 1.537e-01, eta: 2 days, 6:22:03, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3977, top5_acc: 0.6440, loss_cls: 2.6999, loss: 2.6999, grad_norm: 1.6760 2020-07-19 02:58:12,487 - mmaction - INFO - Epoch [127][1060/1253] lr: 1.537e-01, eta: 2 days, 6:21:34, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4094, top5_acc: 0.6471, loss_cls: 2.6948, loss: 2.6948, grad_norm: 1.6583 2020-07-19 02:58:33,733 - mmaction - INFO - Epoch [127][1080/1253] lr: 1.537e-01, eta: 2 days, 6:21:04, time: 1.061, data_time: 0.001, memory: 9059, top1_acc: 0.4000, top5_acc: 0.6508, loss_cls: 2.6882, loss: 2.6882, grad_norm: 1.6841 2020-07-19 02:58:55,005 - mmaction - INFO - Epoch [127][1100/1253] lr: 1.537e-01, eta: 2 days, 6:20:35, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.3943, top5_acc: 0.6492, loss_cls: 2.6923, loss: 2.6923, grad_norm: 1.6694 2020-07-19 02:59:16,639 - mmaction - INFO - Epoch [127][1120/1253] lr: 1.537e-01, eta: 2 days, 6:20:06, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.3919, top5_acc: 0.6435, loss_cls: 2.7546, loss: 2.7546, grad_norm: 1.6932 2020-07-19 02:59:38,720 - mmaction - INFO - Epoch [127][1140/1253] lr: 1.537e-01, eta: 2 days, 6:19:38, time: 1.095, data_time: 0.015, memory: 9059, top1_acc: 0.4073, top5_acc: 0.6526, loss_cls: 2.6719, loss: 2.6719, grad_norm: 1.6492 2020-07-19 03:00:00,836 - mmaction - INFO - Epoch [127][1160/1253] lr: 1.537e-01, eta: 2 days, 6:19:10, time: 1.115, data_time: 0.025, memory: 9059, top1_acc: 0.3763, top5_acc: 0.6409, loss_cls: 2.7722, loss: 2.7722, grad_norm: 1.7099 2020-07-19 03:00:30,957 - mmaction - INFO - Epoch [127][1180/1253] lr: 1.537e-01, eta: 2 days, 6:18:55, time: 1.452, data_time: 0.006, memory: 9059, top1_acc: 0.3987, top5_acc: 0.6438, loss_cls: 2.7299, loss: 2.7299, grad_norm: 1.6317 2020-07-19 03:00:52,665 - mmaction - INFO - Epoch [127][1200/1253] lr: 1.537e-01, eta: 2 days, 6:18:28, time: 1.140, data_time: 0.067, memory: 9059, top1_acc: 0.3898, top5_acc: 0.6346, loss_cls: 2.7527, loss: 2.7527, grad_norm: 1.6391 2020-07-19 03:01:14,145 - mmaction - INFO - Epoch [127][1220/1253] lr: 1.537e-01, eta: 2 days, 6:17:59, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.3940, top5_acc: 0.6576, loss_cls: 2.6628, loss: 2.6628, grad_norm: 1.6707 2020-07-19 03:01:35,707 - mmaction - INFO - Epoch [127][1240/1253] lr: 1.537e-01, eta: 2 days, 6:17:30, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.4010, top5_acc: 0.6505, loss_cls: 2.6859, loss: 2.6859, grad_norm: 1.6387 2020-07-19 03:05:05,567 - mmaction - INFO - Epoch [128][20/1253] lr: 1.518e-01, eta: 2 days, 6:21:20, time: 9.434, data_time: 8.238, memory: 9059, top1_acc: 0.4141, top5_acc: 0.6518, loss_cls: 2.6379, loss: 2.6379, grad_norm: 1.6943 2020-07-19 03:05:27,542 - mmaction - INFO - Epoch [128][40/1253] lr: 1.518e-01, eta: 2 days, 6:20:52, time: 1.099, data_time: 0.012, memory: 9059, top1_acc: 0.3990, top5_acc: 0.6513, loss_cls: 2.6993, loss: 2.6993, grad_norm: 1.6723 2020-07-19 03:05:49,133 - mmaction - INFO - Epoch [128][60/1253] lr: 1.518e-01, eta: 2 days, 6:20:23, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.4081, top5_acc: 0.6573, loss_cls: 2.6795, loss: 2.6795, grad_norm: 1.6622 2020-07-19 03:06:10,641 - mmaction - INFO - Epoch [128][80/1253] lr: 1.518e-01, eta: 2 days, 6:19:54, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.4081, top5_acc: 0.6523, loss_cls: 2.6946, loss: 2.6946, grad_norm: 1.6718 2020-07-19 03:06:31,946 - mmaction - INFO - Epoch [128][100/1253] lr: 1.518e-01, eta: 2 days, 6:19:25, time: 1.067, data_time: 0.004, memory: 9059, top1_acc: 0.4021, top5_acc: 0.6495, loss_cls: 2.7036, loss: 2.7036, grad_norm: 1.6717 2020-07-19 03:06:53,358 - mmaction - INFO - Epoch [128][120/1253] lr: 1.518e-01, eta: 2 days, 6:18:55, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4013, top5_acc: 0.6521, loss_cls: 2.6775, loss: 2.6775, grad_norm: 1.6662 2020-07-19 03:07:14,833 - mmaction - INFO - Epoch [128][140/1253] lr: 1.518e-01, eta: 2 days, 6:18:26, time: 1.078, data_time: 0.006, memory: 9059, top1_acc: 0.4026, top5_acc: 0.6573, loss_cls: 2.6858, loss: 2.6858, grad_norm: 1.6794 2020-07-19 03:07:36,929 - mmaction - INFO - Epoch [128][160/1253] lr: 1.518e-01, eta: 2 days, 6:17:58, time: 1.106, data_time: 0.005, memory: 9059, top1_acc: 0.4078, top5_acc: 0.6445, loss_cls: 2.6686, loss: 2.6686, grad_norm: 1.6666 2020-07-19 03:07:59,229 - mmaction - INFO - Epoch [128][180/1253] lr: 1.518e-01, eta: 2 days, 6:17:30, time: 1.113, data_time: 0.009, memory: 9059, top1_acc: 0.3958, top5_acc: 0.6534, loss_cls: 2.6842, loss: 2.6842, grad_norm: 1.6962 2020-07-19 03:08:20,808 - mmaction - INFO - Epoch [128][200/1253] lr: 1.518e-01, eta: 2 days, 6:17:01, time: 1.079, data_time: 0.011, memory: 9059, top1_acc: 0.4109, top5_acc: 0.6531, loss_cls: 2.6798, loss: 2.6798, grad_norm: 1.6774 2020-07-19 03:08:42,414 - mmaction - INFO - Epoch [128][220/1253] lr: 1.518e-01, eta: 2 days, 6:16:32, time: 1.080, data_time: 0.003, memory: 9059, top1_acc: 0.3951, top5_acc: 0.6401, loss_cls: 2.7231, loss: 2.7231, grad_norm: 1.6753 2020-07-19 03:09:04,377 - mmaction - INFO - Epoch [128][240/1253] lr: 1.518e-01, eta: 2 days, 6:16:04, time: 1.098, data_time: 0.003, memory: 9059, top1_acc: 0.3969, top5_acc: 0.6547, loss_cls: 2.6912, loss: 2.6912, grad_norm: 1.6874 2020-07-19 03:09:26,007 - mmaction - INFO - Epoch [128][260/1253] lr: 1.518e-01, eta: 2 days, 6:15:35, time: 1.082, data_time: 0.003, memory: 9059, top1_acc: 0.4091, top5_acc: 0.6630, loss_cls: 2.6640, loss: 2.6640, grad_norm: 1.6867 2020-07-19 03:09:47,327 - mmaction - INFO - Epoch [128][280/1253] lr: 1.518e-01, eta: 2 days, 6:15:06, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.3990, top5_acc: 0.6552, loss_cls: 2.6597, loss: 2.6597, grad_norm: 1.6584 2020-07-19 03:10:08,708 - mmaction - INFO - Epoch [128][300/1253] lr: 1.518e-01, eta: 2 days, 6:14:37, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4016, top5_acc: 0.6539, loss_cls: 2.6954, loss: 2.6954, grad_norm: 1.6886 2020-07-19 03:10:30,035 - mmaction - INFO - Epoch [128][320/1253] lr: 1.518e-01, eta: 2 days, 6:14:07, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4094, top5_acc: 0.6534, loss_cls: 2.6394, loss: 2.6394, grad_norm: 1.6845 2020-07-19 03:10:51,424 - mmaction - INFO - Epoch [128][340/1253] lr: 1.518e-01, eta: 2 days, 6:13:38, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.4034, top5_acc: 0.6576, loss_cls: 2.6779, loss: 2.6779, grad_norm: 1.6909 2020-07-19 03:11:12,588 - mmaction - INFO - Epoch [128][360/1253] lr: 1.518e-01, eta: 2 days, 6:13:08, time: 1.056, data_time: 0.001, memory: 9059, top1_acc: 0.4161, top5_acc: 0.6648, loss_cls: 2.6314, loss: 2.6314, grad_norm: 1.6668 2020-07-19 03:11:34,004 - mmaction - INFO - Epoch [128][380/1253] lr: 1.518e-01, eta: 2 days, 6:12:39, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.4117, top5_acc: 0.6688, loss_cls: 2.6130, loss: 2.6130, grad_norm: 1.6933 2020-07-19 03:11:55,254 - mmaction - INFO - Epoch [128][400/1253] lr: 1.518e-01, eta: 2 days, 6:12:09, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4005, top5_acc: 0.6643, loss_cls: 2.6414, loss: 2.6414, grad_norm: 1.6896 2020-07-19 03:12:16,556 - mmaction - INFO - Epoch [128][420/1253] lr: 1.518e-01, eta: 2 days, 6:11:40, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4018, top5_acc: 0.6435, loss_cls: 2.7162, loss: 2.7162, grad_norm: 1.7325 2020-07-19 03:12:37,925 - mmaction - INFO - Epoch [128][440/1253] lr: 1.518e-01, eta: 2 days, 6:11:11, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4094, top5_acc: 0.6490, loss_cls: 2.6550, loss: 2.6550, grad_norm: 1.6672 2020-07-19 03:12:59,195 - mmaction - INFO - Epoch [128][460/1253] lr: 1.518e-01, eta: 2 days, 6:10:41, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4008, top5_acc: 0.6495, loss_cls: 2.7057, loss: 2.7057, grad_norm: 1.6666 2020-07-19 03:13:20,636 - mmaction - INFO - Epoch [128][480/1253] lr: 1.518e-01, eta: 2 days, 6:10:12, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4026, top5_acc: 0.6495, loss_cls: 2.7090, loss: 2.7090, grad_norm: 1.6852 2020-07-19 03:13:41,933 - mmaction - INFO - Epoch [128][500/1253] lr: 1.518e-01, eta: 2 days, 6:09:43, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3961, top5_acc: 0.6521, loss_cls: 2.6978, loss: 2.6978, grad_norm: 1.7188 2020-07-19 03:14:03,266 - mmaction - INFO - Epoch [128][520/1253] lr: 1.518e-01, eta: 2 days, 6:09:13, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.3935, top5_acc: 0.6440, loss_cls: 2.7384, loss: 2.7384, grad_norm: 1.7013 2020-07-19 03:14:24,491 - mmaction - INFO - Epoch [128][540/1253] lr: 1.518e-01, eta: 2 days, 6:08:44, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4060, top5_acc: 0.6534, loss_cls: 2.6710, loss: 2.6710, grad_norm: 1.7047 2020-07-19 03:14:45,727 - mmaction - INFO - Epoch [128][560/1253] lr: 1.518e-01, eta: 2 days, 6:08:14, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4023, top5_acc: 0.6531, loss_cls: 2.6797, loss: 2.6797, grad_norm: 1.6600 2020-07-19 03:15:07,569 - mmaction - INFO - Epoch [128][580/1253] lr: 1.518e-01, eta: 2 days, 6:07:46, time: 1.093, data_time: 0.003, memory: 9059, top1_acc: 0.4023, top5_acc: 0.6549, loss_cls: 2.6754, loss: 2.6754, grad_norm: 1.6667 2020-07-19 03:15:29,036 - mmaction - INFO - Epoch [128][600/1253] lr: 1.518e-01, eta: 2 days, 6:07:16, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.4112, top5_acc: 0.6669, loss_cls: 2.6112, loss: 2.6112, grad_norm: 1.6674 2020-07-19 03:15:50,489 - mmaction - INFO - Epoch [128][620/1253] lr: 1.518e-01, eta: 2 days, 6:06:47, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.4083, top5_acc: 0.6539, loss_cls: 2.7195, loss: 2.7195, grad_norm: 1.7005 2020-07-19 03:16:11,744 - mmaction - INFO - Epoch [128][640/1253] lr: 1.518e-01, eta: 2 days, 6:06:18, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4023, top5_acc: 0.6484, loss_cls: 2.6987, loss: 2.6987, grad_norm: 1.6739 2020-07-19 03:16:32,950 - mmaction - INFO - Epoch [128][660/1253] lr: 1.518e-01, eta: 2 days, 6:05:48, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3885, top5_acc: 0.6505, loss_cls: 2.7546, loss: 2.7546, grad_norm: 1.7072 2020-07-19 03:16:54,522 - mmaction - INFO - Epoch [128][680/1253] lr: 1.518e-01, eta: 2 days, 6:05:19, time: 1.079, data_time: 0.003, memory: 9059, top1_acc: 0.3883, top5_acc: 0.6404, loss_cls: 2.7792, loss: 2.7792, grad_norm: 1.6980 2020-07-19 03:17:15,737 - mmaction - INFO - Epoch [128][700/1253] lr: 1.518e-01, eta: 2 days, 6:04:50, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4000, top5_acc: 0.6583, loss_cls: 2.6942, loss: 2.6942, grad_norm: 1.6732 2020-07-19 03:17:37,053 - mmaction - INFO - Epoch [128][720/1253] lr: 1.518e-01, eta: 2 days, 6:04:20, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.4026, top5_acc: 0.6568, loss_cls: 2.6508, loss: 2.6508, grad_norm: 1.6708 2020-07-19 03:17:58,331 - mmaction - INFO - Epoch [128][740/1253] lr: 1.518e-01, eta: 2 days, 6:03:51, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.3951, top5_acc: 0.6469, loss_cls: 2.7215, loss: 2.7215, grad_norm: 1.6958 2020-07-19 03:18:19,520 - mmaction - INFO - Epoch [128][760/1253] lr: 1.518e-01, eta: 2 days, 6:03:21, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4044, top5_acc: 0.6469, loss_cls: 2.7019, loss: 2.7019, grad_norm: 1.6630 2020-07-19 03:18:40,954 - mmaction - INFO - Epoch [128][780/1253] lr: 1.518e-01, eta: 2 days, 6:02:52, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4154, top5_acc: 0.6464, loss_cls: 2.6637, loss: 2.6637, grad_norm: 1.6889 2020-07-19 03:19:02,424 - mmaction - INFO - Epoch [128][800/1253] lr: 1.518e-01, eta: 2 days, 6:02:23, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.3906, top5_acc: 0.6456, loss_cls: 2.7051, loss: 2.7051, grad_norm: 1.6765 2020-07-19 03:19:24,104 - mmaction - INFO - Epoch [128][820/1253] lr: 1.518e-01, eta: 2 days, 6:01:55, time: 1.083, data_time: 0.002, memory: 9059, top1_acc: 0.3987, top5_acc: 0.6396, loss_cls: 2.7008, loss: 2.7008, grad_norm: 1.7010 2020-07-19 03:19:46,062 - mmaction - INFO - Epoch [128][840/1253] lr: 1.518e-01, eta: 2 days, 6:01:26, time: 1.098, data_time: 0.013, memory: 9059, top1_acc: 0.3893, top5_acc: 0.6435, loss_cls: 2.7396, loss: 2.7396, grad_norm: 1.6936 2020-07-19 03:20:08,592 - mmaction - INFO - Epoch [128][860/1253] lr: 1.518e-01, eta: 2 days, 6:00:59, time: 1.124, data_time: 0.013, memory: 9059, top1_acc: 0.3943, top5_acc: 0.6409, loss_cls: 2.7533, loss: 2.7533, grad_norm: 1.6373 2020-07-19 03:20:30,239 - mmaction - INFO - Epoch [128][880/1253] lr: 1.518e-01, eta: 2 days, 6:00:30, time: 1.085, data_time: 0.016, memory: 9059, top1_acc: 0.3924, top5_acc: 0.6313, loss_cls: 2.7877, loss: 2.7877, grad_norm: 1.6738 2020-07-19 03:20:51,937 - mmaction - INFO - Epoch [128][900/1253] lr: 1.518e-01, eta: 2 days, 6:00:02, time: 1.085, data_time: 0.002, memory: 9059, top1_acc: 0.3924, top5_acc: 0.6492, loss_cls: 2.7191, loss: 2.7191, grad_norm: 1.6708 2020-07-19 03:21:13,775 - mmaction - INFO - Epoch [128][920/1253] lr: 1.518e-01, eta: 2 days, 5:59:33, time: 1.091, data_time: 0.002, memory: 9059, top1_acc: 0.4174, top5_acc: 0.6617, loss_cls: 2.6321, loss: 2.6321, grad_norm: 1.6503 2020-07-19 03:21:35,196 - mmaction - INFO - Epoch [128][940/1253] lr: 1.518e-01, eta: 2 days, 5:59:04, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3875, top5_acc: 0.6443, loss_cls: 2.7420, loss: 2.7420, grad_norm: 1.7139 2020-07-19 03:21:56,612 - mmaction - INFO - Epoch [128][960/1253] lr: 1.518e-01, eta: 2 days, 5:58:35, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4138, top5_acc: 0.6536, loss_cls: 2.6540, loss: 2.6540, grad_norm: 1.6908 2020-07-19 03:22:18,164 - mmaction - INFO - Epoch [128][980/1253] lr: 1.518e-01, eta: 2 days, 5:58:06, time: 1.077, data_time: 0.001, memory: 9059, top1_acc: 0.3940, top5_acc: 0.6612, loss_cls: 2.6741, loss: 2.6741, grad_norm: 1.6949 2020-07-19 03:22:39,533 - mmaction - INFO - Epoch [128][1000/1253] lr: 1.518e-01, eta: 2 days, 5:57:37, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3979, top5_acc: 0.6477, loss_cls: 2.6962, loss: 2.6962, grad_norm: 1.6829 2020-07-19 03:23:01,111 - mmaction - INFO - Epoch [128][1020/1253] lr: 1.518e-01, eta: 2 days, 5:57:08, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.3917, top5_acc: 0.6544, loss_cls: 2.6842, loss: 2.6842, grad_norm: 1.6369 2020-07-19 03:23:22,362 - mmaction - INFO - Epoch [128][1040/1253] lr: 1.518e-01, eta: 2 days, 5:56:39, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4023, top5_acc: 0.6510, loss_cls: 2.6777, loss: 2.6777, grad_norm: 1.7077 2020-07-19 03:23:43,612 - mmaction - INFO - Epoch [128][1060/1253] lr: 1.518e-01, eta: 2 days, 5:56:09, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4065, top5_acc: 0.6596, loss_cls: 2.6832, loss: 2.6832, grad_norm: 1.6720 2020-07-19 03:24:05,555 - mmaction - INFO - Epoch [128][1080/1253] lr: 1.518e-01, eta: 2 days, 5:55:41, time: 1.097, data_time: 0.002, memory: 9059, top1_acc: 0.4042, top5_acc: 0.6445, loss_cls: 2.7110, loss: 2.7110, grad_norm: 1.6935 2020-07-19 03:24:27,018 - mmaction - INFO - Epoch [128][1100/1253] lr: 1.518e-01, eta: 2 days, 5:55:12, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.3831, top5_acc: 0.6307, loss_cls: 2.7799, loss: 2.7799, grad_norm: 1.6966 2020-07-19 03:24:48,290 - mmaction - INFO - Epoch [128][1120/1253] lr: 1.518e-01, eta: 2 days, 5:54:43, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4013, top5_acc: 0.6505, loss_cls: 2.7027, loss: 2.7027, grad_norm: 1.6646 2020-07-19 03:25:09,652 - mmaction - INFO - Epoch [128][1140/1253] lr: 1.518e-01, eta: 2 days, 5:54:14, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4083, top5_acc: 0.6500, loss_cls: 2.6845, loss: 2.6845, grad_norm: 1.6854 2020-07-19 03:25:30,936 - mmaction - INFO - Epoch [128][1160/1253] lr: 1.518e-01, eta: 2 days, 5:53:44, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.3958, top5_acc: 0.6471, loss_cls: 2.7340, loss: 2.7340, grad_norm: 1.6346 2020-07-19 03:25:52,273 - mmaction - INFO - Epoch [128][1180/1253] lr: 1.518e-01, eta: 2 days, 5:53:15, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.3971, top5_acc: 0.6552, loss_cls: 2.6959, loss: 2.6959, grad_norm: 1.6861 2020-07-19 03:26:13,704 - mmaction - INFO - Epoch [128][1200/1253] lr: 1.518e-01, eta: 2 days, 5:52:46, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4000, top5_acc: 0.6536, loss_cls: 2.6988, loss: 2.6988, grad_norm: 1.6767 2020-07-19 03:26:35,225 - mmaction - INFO - Epoch [128][1220/1253] lr: 1.518e-01, eta: 2 days, 5:52:17, time: 1.077, data_time: 0.003, memory: 9059, top1_acc: 0.3935, top5_acc: 0.6539, loss_cls: 2.6992, loss: 2.6992, grad_norm: 1.6630 2020-07-19 03:26:56,760 - mmaction - INFO - Epoch [128][1240/1253] lr: 1.518e-01, eta: 2 days, 5:51:48, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.4018, top5_acc: 0.6500, loss_cls: 2.6973, loss: 2.6973, grad_norm: 1.6901 2020-07-19 03:27:22,572 - mmaction - INFO - Saving checkpoint at 128 epochs 2020-07-19 03:30:48,046 - mmaction - INFO - Epoch [129][20/1253] lr: 1.500e-01, eta: 2 days, 5:55:59, time: 10.175, data_time: 8.947, memory: 9059, top1_acc: 0.4057, top5_acc: 0.6607, loss_cls: 2.6489, loss: 2.6489, grad_norm: 1.6675 2020-07-19 03:31:09,207 - mmaction - INFO - Epoch [129][40/1253] lr: 1.500e-01, eta: 2 days, 5:55:29, time: 1.059, data_time: 0.003, memory: 9059, top1_acc: 0.4185, top5_acc: 0.6565, loss_cls: 2.6561, loss: 2.6561, grad_norm: 1.6786 2020-07-19 03:31:30,686 - mmaction - INFO - Epoch [129][60/1253] lr: 1.500e-01, eta: 2 days, 5:55:00, time: 1.074, data_time: 0.004, memory: 9059, top1_acc: 0.4190, top5_acc: 0.6773, loss_cls: 2.6287, loss: 2.6287, grad_norm: 1.6778 2020-07-19 03:31:52,240 - mmaction - INFO - Epoch [129][80/1253] lr: 1.500e-01, eta: 2 days, 5:54:31, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.4128, top5_acc: 0.6648, loss_cls: 2.6127, loss: 2.6127, grad_norm: 1.6497 2020-07-19 03:32:13,946 - mmaction - INFO - Epoch [129][100/1253] lr: 1.500e-01, eta: 2 days, 5:54:03, time: 1.084, data_time: 0.001, memory: 9059, top1_acc: 0.4047, top5_acc: 0.6654, loss_cls: 2.6265, loss: 2.6265, grad_norm: 1.7023 2020-07-19 03:32:35,317 - mmaction - INFO - Epoch [129][120/1253] lr: 1.500e-01, eta: 2 days, 5:53:33, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3911, top5_acc: 0.6453, loss_cls: 2.7293, loss: 2.7293, grad_norm: 1.6725 2020-07-19 03:32:56,564 - mmaction - INFO - Epoch [129][140/1253] lr: 1.500e-01, eta: 2 days, 5:53:04, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.4044, top5_acc: 0.6557, loss_cls: 2.6702, loss: 2.6702, grad_norm: 1.6839 2020-07-19 03:33:17,974 - mmaction - INFO - Epoch [129][160/1253] lr: 1.500e-01, eta: 2 days, 5:52:35, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.4031, top5_acc: 0.6505, loss_cls: 2.6803, loss: 2.6803, grad_norm: 1.7067 2020-07-19 03:33:39,203 - mmaction - INFO - Epoch [129][180/1253] lr: 1.500e-01, eta: 2 days, 5:52:05, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4086, top5_acc: 0.6570, loss_cls: 2.6545, loss: 2.6545, grad_norm: 1.6434 2020-07-19 03:34:00,487 - mmaction - INFO - Epoch [129][200/1253] lr: 1.500e-01, eta: 2 days, 5:51:36, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4159, top5_acc: 0.6706, loss_cls: 2.5887, loss: 2.5887, grad_norm: 1.6659 2020-07-19 03:34:22,226 - mmaction - INFO - Epoch [129][220/1253] lr: 1.500e-01, eta: 2 days, 5:51:07, time: 1.088, data_time: 0.002, memory: 9059, top1_acc: 0.4102, top5_acc: 0.6464, loss_cls: 2.6714, loss: 2.6714, grad_norm: 1.7276 2020-07-19 03:34:43,625 - mmaction - INFO - Epoch [129][240/1253] lr: 1.500e-01, eta: 2 days, 5:50:38, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4063, top5_acc: 0.6552, loss_cls: 2.6736, loss: 2.6736, grad_norm: 1.6966 2020-07-19 03:35:04,799 - mmaction - INFO - Epoch [129][260/1253] lr: 1.500e-01, eta: 2 days, 5:50:09, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3974, top5_acc: 0.6479, loss_cls: 2.7139, loss: 2.7139, grad_norm: 1.7167 2020-07-19 03:35:26,241 - mmaction - INFO - Epoch [129][280/1253] lr: 1.500e-01, eta: 2 days, 5:49:39, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3995, top5_acc: 0.6508, loss_cls: 2.6933, loss: 2.6933, grad_norm: 1.7033 2020-07-19 03:35:47,614 - mmaction - INFO - Epoch [129][300/1253] lr: 1.500e-01, eta: 2 days, 5:49:10, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4151, top5_acc: 0.6740, loss_cls: 2.6142, loss: 2.6142, grad_norm: 1.6996 2020-07-19 03:36:08,798 - mmaction - INFO - Epoch [129][320/1253] lr: 1.500e-01, eta: 2 days, 5:48:41, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4167, top5_acc: 0.6581, loss_cls: 2.6725, loss: 2.6725, grad_norm: 1.6779 2020-07-19 03:36:30,163 - mmaction - INFO - Epoch [129][340/1253] lr: 1.500e-01, eta: 2 days, 5:48:11, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3927, top5_acc: 0.6578, loss_cls: 2.7236, loss: 2.7236, grad_norm: 1.7135 2020-07-19 03:36:51,525 - mmaction - INFO - Epoch [129][360/1253] lr: 1.500e-01, eta: 2 days, 5:47:42, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4049, top5_acc: 0.6568, loss_cls: 2.6454, loss: 2.6454, grad_norm: 1.6938 2020-07-19 03:37:13,546 - mmaction - INFO - Epoch [129][380/1253] lr: 1.500e-01, eta: 2 days, 5:47:14, time: 1.101, data_time: 0.002, memory: 9059, top1_acc: 0.4099, top5_acc: 0.6617, loss_cls: 2.6736, loss: 2.6736, grad_norm: 1.6953 2020-07-19 03:37:35,131 - mmaction - INFO - Epoch [129][400/1253] lr: 1.500e-01, eta: 2 days, 5:46:45, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.3891, top5_acc: 0.6443, loss_cls: 2.7017, loss: 2.7017, grad_norm: 1.6922 2020-07-19 03:37:56,353 - mmaction - INFO - Epoch [129][420/1253] lr: 1.500e-01, eta: 2 days, 5:46:16, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.4076, top5_acc: 0.6622, loss_cls: 2.6190, loss: 2.6190, grad_norm: 1.6868 2020-07-19 03:38:17,491 - mmaction - INFO - Epoch [129][440/1253] lr: 1.500e-01, eta: 2 days, 5:45:46, time: 1.055, data_time: 0.002, memory: 9059, top1_acc: 0.4016, top5_acc: 0.6513, loss_cls: 2.6820, loss: 2.6820, grad_norm: 1.7186 2020-07-19 03:38:38,832 - mmaction - INFO - Epoch [129][460/1253] lr: 1.500e-01, eta: 2 days, 5:45:17, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.3995, top5_acc: 0.6458, loss_cls: 2.7143, loss: 2.7143, grad_norm: 1.6895 2020-07-19 03:39:00,441 - mmaction - INFO - Epoch [129][480/1253] lr: 1.500e-01, eta: 2 days, 5:44:48, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.4047, top5_acc: 0.6510, loss_cls: 2.6697, loss: 2.6697, grad_norm: 1.6909 2020-07-19 03:39:21,527 - mmaction - INFO - Epoch [129][500/1253] lr: 1.500e-01, eta: 2 days, 5:44:19, time: 1.054, data_time: 0.002, memory: 9059, top1_acc: 0.4029, top5_acc: 0.6443, loss_cls: 2.7155, loss: 2.7155, grad_norm: 1.6987 2020-07-19 03:39:42,873 - mmaction - INFO - Epoch [129][520/1253] lr: 1.500e-01, eta: 2 days, 5:43:49, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3984, top5_acc: 0.6508, loss_cls: 2.6839, loss: 2.6839, grad_norm: 1.6665 2020-07-19 03:40:04,099 - mmaction - INFO - Epoch [129][540/1253] lr: 1.500e-01, eta: 2 days, 5:43:20, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4180, top5_acc: 0.6547, loss_cls: 2.6695, loss: 2.6695, grad_norm: 1.6732 2020-07-19 03:40:25,453 - mmaction - INFO - Epoch [129][560/1253] lr: 1.500e-01, eta: 2 days, 5:42:51, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.4156, top5_acc: 0.6690, loss_cls: 2.6362, loss: 2.6362, grad_norm: 1.6547 2020-07-19 03:40:46,748 - mmaction - INFO - Epoch [129][580/1253] lr: 1.500e-01, eta: 2 days, 5:42:21, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.4146, top5_acc: 0.6672, loss_cls: 2.6574, loss: 2.6574, grad_norm: 1.6930 2020-07-19 03:41:07,979 - mmaction - INFO - Epoch [129][600/1253] lr: 1.500e-01, eta: 2 days, 5:41:52, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4112, top5_acc: 0.6544, loss_cls: 2.6509, loss: 2.6509, grad_norm: 1.6911 2020-07-19 03:41:29,240 - mmaction - INFO - Epoch [129][620/1253] lr: 1.500e-01, eta: 2 days, 5:41:23, time: 1.061, data_time: 0.001, memory: 9059, top1_acc: 0.3865, top5_acc: 0.6469, loss_cls: 2.7352, loss: 2.7352, grad_norm: 1.6970 2020-07-19 03:41:50,418 - mmaction - INFO - Epoch [129][640/1253] lr: 1.500e-01, eta: 2 days, 5:40:53, time: 1.059, data_time: 0.003, memory: 9059, top1_acc: 0.4081, top5_acc: 0.6555, loss_cls: 2.6561, loss: 2.6561, grad_norm: 1.6518 2020-07-19 03:42:11,833 - mmaction - INFO - Epoch [129][660/1253] lr: 1.500e-01, eta: 2 days, 5:40:24, time: 1.071, data_time: 0.005, memory: 9059, top1_acc: 0.3883, top5_acc: 0.6406, loss_cls: 2.7327, loss: 2.7327, grad_norm: 1.6951 2020-07-19 03:42:33,182 - mmaction - INFO - Epoch [129][680/1253] lr: 1.500e-01, eta: 2 days, 5:39:55, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3940, top5_acc: 0.6635, loss_cls: 2.6706, loss: 2.6706, grad_norm: 1.6904 2020-07-19 03:42:54,332 - mmaction - INFO - Epoch [129][700/1253] lr: 1.500e-01, eta: 2 days, 5:39:25, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.4073, top5_acc: 0.6544, loss_cls: 2.6768, loss: 2.6768, grad_norm: 1.6998 2020-07-19 03:43:15,668 - mmaction - INFO - Epoch [129][720/1253] lr: 1.500e-01, eta: 2 days, 5:38:56, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4180, top5_acc: 0.6664, loss_cls: 2.6392, loss: 2.6392, grad_norm: 1.6842 2020-07-19 03:43:37,852 - mmaction - INFO - Epoch [129][740/1253] lr: 1.500e-01, eta: 2 days, 5:38:28, time: 1.109, data_time: 0.002, memory: 9059, top1_acc: 0.3992, top5_acc: 0.6422, loss_cls: 2.7259, loss: 2.7259, grad_norm: 1.6866 2020-07-19 03:43:58,969 - mmaction - INFO - Epoch [129][760/1253] lr: 1.500e-01, eta: 2 days, 5:37:59, time: 1.055, data_time: 0.001, memory: 9059, top1_acc: 0.4010, top5_acc: 0.6464, loss_cls: 2.6738, loss: 2.6738, grad_norm: 1.6895 2020-07-19 03:44:20,167 - mmaction - INFO - Epoch [129][780/1253] lr: 1.500e-01, eta: 2 days, 5:37:29, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.3971, top5_acc: 0.6534, loss_cls: 2.6876, loss: 2.6876, grad_norm: 1.7385 2020-07-19 03:44:41,411 - mmaction - INFO - Epoch [129][800/1253] lr: 1.500e-01, eta: 2 days, 5:37:00, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4029, top5_acc: 0.6508, loss_cls: 2.6795, loss: 2.6795, grad_norm: 1.6662 2020-07-19 03:45:02,554 - mmaction - INFO - Epoch [129][820/1253] lr: 1.500e-01, eta: 2 days, 5:36:30, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.4154, top5_acc: 0.6607, loss_cls: 2.6702, loss: 2.6702, grad_norm: 1.6893 2020-07-19 03:45:23,802 - mmaction - INFO - Epoch [129][840/1253] lr: 1.500e-01, eta: 2 days, 5:36:01, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4120, top5_acc: 0.6534, loss_cls: 2.6527, loss: 2.6527, grad_norm: 1.6819 2020-07-19 03:45:45,168 - mmaction - INFO - Epoch [129][860/1253] lr: 1.500e-01, eta: 2 days, 5:35:32, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4010, top5_acc: 0.6443, loss_cls: 2.7196, loss: 2.7196, grad_norm: 1.6575 2020-07-19 03:46:06,579 - mmaction - INFO - Epoch [129][880/1253] lr: 1.500e-01, eta: 2 days, 5:35:03, time: 1.071, data_time: 0.003, memory: 9059, top1_acc: 0.4104, top5_acc: 0.6552, loss_cls: 2.6637, loss: 2.6637, grad_norm: 1.6926 2020-07-19 03:46:27,762 - mmaction - INFO - Epoch [129][900/1253] lr: 1.500e-01, eta: 2 days, 5:34:33, time: 1.054, data_time: 0.002, memory: 9059, top1_acc: 0.3984, top5_acc: 0.6487, loss_cls: 2.7190, loss: 2.7190, grad_norm: 1.6725 2020-07-19 03:46:49,568 - mmaction - INFO - Epoch [129][920/1253] lr: 1.500e-01, eta: 2 days, 5:34:05, time: 1.096, data_time: 0.006, memory: 9059, top1_acc: 0.3964, top5_acc: 0.6440, loss_cls: 2.7077, loss: 2.7077, grad_norm: 1.6474 2020-07-19 03:47:11,529 - mmaction - INFO - Epoch [129][940/1253] lr: 1.500e-01, eta: 2 days, 5:33:37, time: 1.098, data_time: 0.001, memory: 9059, top1_acc: 0.4112, top5_acc: 0.6604, loss_cls: 2.6638, loss: 2.6638, grad_norm: 1.6803 2020-07-19 03:47:32,694 - mmaction - INFO - Epoch [129][960/1253] lr: 1.500e-01, eta: 2 days, 5:33:08, time: 1.058, data_time: 0.001, memory: 9059, top1_acc: 0.4076, top5_acc: 0.6672, loss_cls: 2.6547, loss: 2.6547, grad_norm: 1.6973 2020-07-19 03:47:53,957 - mmaction - INFO - Epoch [129][980/1253] lr: 1.500e-01, eta: 2 days, 5:32:38, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3951, top5_acc: 0.6474, loss_cls: 2.7118, loss: 2.7118, grad_norm: 1.7112 2020-07-19 03:48:15,381 - mmaction - INFO - Epoch [129][1000/1253] lr: 1.500e-01, eta: 2 days, 5:32:09, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4096, top5_acc: 0.6698, loss_cls: 2.6301, loss: 2.6301, grad_norm: 1.6509 2020-07-19 03:48:36,823 - mmaction - INFO - Epoch [129][1020/1253] lr: 1.500e-01, eta: 2 days, 5:31:40, time: 1.071, data_time: 0.008, memory: 9059, top1_acc: 0.4036, top5_acc: 0.6568, loss_cls: 2.6582, loss: 2.6582, grad_norm: 1.6649 2020-07-19 03:48:58,008 - mmaction - INFO - Epoch [129][1040/1253] lr: 1.500e-01, eta: 2 days, 5:31:11, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4031, top5_acc: 0.6549, loss_cls: 2.6919, loss: 2.6919, grad_norm: 1.6667 2020-07-19 03:49:19,337 - mmaction - INFO - Epoch [129][1060/1253] lr: 1.500e-01, eta: 2 days, 5:30:42, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4070, top5_acc: 0.6599, loss_cls: 2.6485, loss: 2.6485, grad_norm: 1.6859 2020-07-19 03:49:40,493 - mmaction - INFO - Epoch [129][1080/1253] lr: 1.500e-01, eta: 2 days, 5:30:12, time: 1.058, data_time: 0.001, memory: 9059, top1_acc: 0.4146, top5_acc: 0.6646, loss_cls: 2.6247, loss: 2.6247, grad_norm: 1.6577 2020-07-19 03:50:01,695 - mmaction - INFO - Epoch [129][1100/1253] lr: 1.500e-01, eta: 2 days, 5:29:43, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3940, top5_acc: 0.6510, loss_cls: 2.7254, loss: 2.7254, grad_norm: 1.7290 2020-07-19 03:50:22,901 - mmaction - INFO - Epoch [129][1120/1253] lr: 1.500e-01, eta: 2 days, 5:29:14, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.4005, top5_acc: 0.6388, loss_cls: 2.7274, loss: 2.7274, grad_norm: 1.7022 2020-07-19 03:50:45,005 - mmaction - INFO - Epoch [129][1140/1253] lr: 1.500e-01, eta: 2 days, 5:28:46, time: 1.105, data_time: 0.001, memory: 9059, top1_acc: 0.3852, top5_acc: 0.6375, loss_cls: 2.7585, loss: 2.7585, grad_norm: 1.7296 2020-07-19 03:51:06,549 - mmaction - INFO - Epoch [129][1160/1253] lr: 1.500e-01, eta: 2 days, 5:28:17, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.4010, top5_acc: 0.6518, loss_cls: 2.6958, loss: 2.6958, grad_norm: 1.7100 2020-07-19 03:51:27,849 - mmaction - INFO - Epoch [129][1180/1253] lr: 1.500e-01, eta: 2 days, 5:27:48, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3930, top5_acc: 0.6521, loss_cls: 2.6875, loss: 2.6875, grad_norm: 1.7123 2020-07-19 03:51:49,149 - mmaction - INFO - Epoch [129][1200/1253] lr: 1.500e-01, eta: 2 days, 5:27:19, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.3893, top5_acc: 0.6438, loss_cls: 2.7317, loss: 2.7317, grad_norm: 1.7010 2020-07-19 03:52:10,299 - mmaction - INFO - Epoch [129][1220/1253] lr: 1.500e-01, eta: 2 days, 5:26:49, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.4052, top5_acc: 0.6591, loss_cls: 2.6745, loss: 2.6745, grad_norm: 1.6265 2020-07-19 03:52:31,398 - mmaction - INFO - Epoch [129][1240/1253] lr: 1.500e-01, eta: 2 days, 5:26:20, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.3862, top5_acc: 0.6513, loss_cls: 2.7019, loss: 2.7019, grad_norm: 1.7146 2020-07-19 03:55:46,944 - mmaction - INFO - Epoch [130][20/1253] lr: 1.482e-01, eta: 2 days, 5:29:36, time: 8.803, data_time: 7.383, memory: 9059, top1_acc: 0.4081, top5_acc: 0.6646, loss_cls: 2.6427, loss: 2.6427, grad_norm: 1.7115 2020-07-19 03:56:08,247 - mmaction - INFO - Epoch [130][40/1253] lr: 1.482e-01, eta: 2 days, 5:29:07, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.3979, top5_acc: 0.6630, loss_cls: 2.6912, loss: 2.6912, grad_norm: 1.7072 2020-07-19 03:56:29,518 - mmaction - INFO - Epoch [130][60/1253] lr: 1.482e-01, eta: 2 days, 5:28:38, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.4060, top5_acc: 0.6596, loss_cls: 2.6317, loss: 2.6317, grad_norm: 1.6818 2020-07-19 03:56:51,353 - mmaction - INFO - Epoch [130][80/1253] lr: 1.482e-01, eta: 2 days, 5:28:10, time: 1.090, data_time: 0.002, memory: 9059, top1_acc: 0.4026, top5_acc: 0.6510, loss_cls: 2.6656, loss: 2.6656, grad_norm: 1.6894 2020-07-19 03:57:13,046 - mmaction - INFO - Epoch [130][100/1253] lr: 1.482e-01, eta: 2 days, 5:27:41, time: 1.086, data_time: 0.003, memory: 9059, top1_acc: 0.4211, top5_acc: 0.6654, loss_cls: 2.6294, loss: 2.6294, grad_norm: 1.7376 2020-07-19 03:57:34,419 - mmaction - INFO - Epoch [130][120/1253] lr: 1.482e-01, eta: 2 days, 5:27:12, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3943, top5_acc: 0.6396, loss_cls: 2.7280, loss: 2.7280, grad_norm: 1.6972 2020-07-19 03:57:56,014 - mmaction - INFO - Epoch [130][140/1253] lr: 1.482e-01, eta: 2 days, 5:26:43, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.3990, top5_acc: 0.6482, loss_cls: 2.6850, loss: 2.6850, grad_norm: 1.6654 2020-07-19 03:58:17,348 - mmaction - INFO - Epoch [130][160/1253] lr: 1.482e-01, eta: 2 days, 5:26:14, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.4143, top5_acc: 0.6581, loss_cls: 2.6723, loss: 2.6723, grad_norm: 1.6878 2020-07-19 03:58:38,836 - mmaction - INFO - Epoch [130][180/1253] lr: 1.482e-01, eta: 2 days, 5:25:45, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4034, top5_acc: 0.6612, loss_cls: 2.6580, loss: 2.6580, grad_norm: 1.6977 2020-07-19 03:59:00,048 - mmaction - INFO - Epoch [130][200/1253] lr: 1.482e-01, eta: 2 days, 5:25:16, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4073, top5_acc: 0.6630, loss_cls: 2.6188, loss: 2.6188, grad_norm: 1.6998 2020-07-19 03:59:21,471 - mmaction - INFO - Epoch [130][220/1253] lr: 1.482e-01, eta: 2 days, 5:24:47, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.4125, top5_acc: 0.6563, loss_cls: 2.6579, loss: 2.6579, grad_norm: 1.7088 2020-07-19 03:59:42,769 - mmaction - INFO - Epoch [130][240/1253] lr: 1.482e-01, eta: 2 days, 5:24:17, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.4115, top5_acc: 0.6568, loss_cls: 2.6623, loss: 2.6623, grad_norm: 1.7033 2020-07-19 04:00:12,683 - mmaction - INFO - Epoch [130][260/1253] lr: 1.482e-01, eta: 2 days, 5:24:03, time: 1.488, data_time: 0.002, memory: 9059, top1_acc: 0.3958, top5_acc: 0.6484, loss_cls: 2.7056, loss: 2.7056, grad_norm: 1.7035 2020-07-19 04:00:34,895 - mmaction - INFO - Epoch [130][280/1253] lr: 1.482e-01, eta: 2 days, 5:23:35, time: 1.118, data_time: 0.013, memory: 9059, top1_acc: 0.4182, top5_acc: 0.6599, loss_cls: 2.6331, loss: 2.6331, grad_norm: 1.7137 2020-07-19 04:00:56,119 - mmaction - INFO - Epoch [130][300/1253] lr: 1.482e-01, eta: 2 days, 5:23:06, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4060, top5_acc: 0.6549, loss_cls: 2.6624, loss: 2.6624, grad_norm: 1.7201 2020-07-19 04:01:17,468 - mmaction - INFO - Epoch [130][320/1253] lr: 1.482e-01, eta: 2 days, 5:22:37, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4083, top5_acc: 0.6732, loss_cls: 2.6296, loss: 2.6296, grad_norm: 1.6657 2020-07-19 04:01:38,777 - mmaction - INFO - Epoch [130][340/1253] lr: 1.482e-01, eta: 2 days, 5:22:08, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4021, top5_acc: 0.6591, loss_cls: 2.6893, loss: 2.6893, grad_norm: 1.7181 2020-07-19 04:01:59,982 - mmaction - INFO - Epoch [130][360/1253] lr: 1.482e-01, eta: 2 days, 5:21:38, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4091, top5_acc: 0.6602, loss_cls: 2.6421, loss: 2.6421, grad_norm: 1.6711 2020-07-19 04:02:21,254 - mmaction - INFO - Epoch [130][380/1253] lr: 1.482e-01, eta: 2 days, 5:21:09, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4023, top5_acc: 0.6581, loss_cls: 2.6410, loss: 2.6410, grad_norm: 1.7037 2020-07-19 04:02:42,725 - mmaction - INFO - Epoch [130][400/1253] lr: 1.482e-01, eta: 2 days, 5:20:40, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.4070, top5_acc: 0.6547, loss_cls: 2.6789, loss: 2.6789, grad_norm: 1.7132 2020-07-19 04:03:04,083 - mmaction - INFO - Epoch [130][420/1253] lr: 1.482e-01, eta: 2 days, 5:20:11, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.4049, top5_acc: 0.6492, loss_cls: 2.7074, loss: 2.7074, grad_norm: 1.6707 2020-07-19 04:03:25,319 - mmaction - INFO - Epoch [130][440/1253] lr: 1.482e-01, eta: 2 days, 5:19:42, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4109, top5_acc: 0.6531, loss_cls: 2.6971, loss: 2.6971, grad_norm: 1.7035 2020-07-19 04:03:47,011 - mmaction - INFO - Epoch [130][460/1253] lr: 1.482e-01, eta: 2 days, 5:19:13, time: 1.085, data_time: 0.002, memory: 9059, top1_acc: 0.4060, top5_acc: 0.6651, loss_cls: 2.6235, loss: 2.6235, grad_norm: 1.6856 2020-07-19 04:04:08,295 - mmaction - INFO - Epoch [130][480/1253] lr: 1.482e-01, eta: 2 days, 5:18:44, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4107, top5_acc: 0.6531, loss_cls: 2.6605, loss: 2.6605, grad_norm: 1.6957 2020-07-19 04:04:29,696 - mmaction - INFO - Epoch [130][500/1253] lr: 1.482e-01, eta: 2 days, 5:18:15, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.4146, top5_acc: 0.6531, loss_cls: 2.6309, loss: 2.6309, grad_norm: 1.6902 2020-07-19 04:04:50,968 - mmaction - INFO - Epoch [130][520/1253] lr: 1.482e-01, eta: 2 days, 5:17:46, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4021, top5_acc: 0.6521, loss_cls: 2.6971, loss: 2.6971, grad_norm: 1.7233 2020-07-19 04:05:12,460 - mmaction - INFO - Epoch [130][540/1253] lr: 1.482e-01, eta: 2 days, 5:17:17, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.4029, top5_acc: 0.6536, loss_cls: 2.6753, loss: 2.6753, grad_norm: 1.7140 2020-07-19 04:05:34,205 - mmaction - INFO - Epoch [130][560/1253] lr: 1.482e-01, eta: 2 days, 5:16:49, time: 1.087, data_time: 0.003, memory: 9059, top1_acc: 0.4034, top5_acc: 0.6544, loss_cls: 2.6898, loss: 2.6898, grad_norm: 1.6850 2020-07-19 04:05:55,978 - mmaction - INFO - Epoch [130][580/1253] lr: 1.482e-01, eta: 2 days, 5:16:20, time: 1.090, data_time: 0.003, memory: 9059, top1_acc: 0.3997, top5_acc: 0.6445, loss_cls: 2.7034, loss: 2.7034, grad_norm: 1.6618 2020-07-19 04:06:17,293 - mmaction - INFO - Epoch [130][600/1253] lr: 1.482e-01, eta: 2 days, 5:15:51, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4060, top5_acc: 0.6505, loss_cls: 2.6668, loss: 2.6668, grad_norm: 1.6934 2020-07-19 04:06:38,567 - mmaction - INFO - Epoch [130][620/1253] lr: 1.482e-01, eta: 2 days, 5:15:22, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.3977, top5_acc: 0.6464, loss_cls: 2.7371, loss: 2.7371, grad_norm: 1.7199 2020-07-19 04:06:59,814 - mmaction - INFO - Epoch [130][640/1253] lr: 1.482e-01, eta: 2 days, 5:14:53, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3922, top5_acc: 0.6570, loss_cls: 2.7379, loss: 2.7379, grad_norm: 1.6902 2020-07-19 04:07:21,378 - mmaction - INFO - Epoch [130][660/1253] lr: 1.482e-01, eta: 2 days, 5:14:24, time: 1.078, data_time: 0.003, memory: 9059, top1_acc: 0.3917, top5_acc: 0.6474, loss_cls: 2.7118, loss: 2.7118, grad_norm: 1.6730 2020-07-19 04:07:42,732 - mmaction - INFO - Epoch [130][680/1253] lr: 1.482e-01, eta: 2 days, 5:13:55, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.4070, top5_acc: 0.6508, loss_cls: 2.6615, loss: 2.6615, grad_norm: 1.7043 2020-07-19 04:08:03,998 - mmaction - INFO - Epoch [130][700/1253] lr: 1.482e-01, eta: 2 days, 5:13:26, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.4128, top5_acc: 0.6497, loss_cls: 2.6501, loss: 2.6501, grad_norm: 1.6926 2020-07-19 04:08:25,306 - mmaction - INFO - Epoch [130][720/1253] lr: 1.482e-01, eta: 2 days, 5:12:57, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4042, top5_acc: 0.6453, loss_cls: 2.7148, loss: 2.7148, grad_norm: 1.6994 2020-07-19 04:08:46,810 - mmaction - INFO - Epoch [130][740/1253] lr: 1.482e-01, eta: 2 days, 5:12:28, time: 1.075, data_time: 0.001, memory: 9059, top1_acc: 0.4151, top5_acc: 0.6492, loss_cls: 2.6638, loss: 2.6638, grad_norm: 1.6915 2020-07-19 04:09:08,248 - mmaction - INFO - Epoch [130][760/1253] lr: 1.482e-01, eta: 2 days, 5:11:59, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4008, top5_acc: 0.6461, loss_cls: 2.7051, loss: 2.7051, grad_norm: 1.6927 2020-07-19 04:09:29,516 - mmaction - INFO - Epoch [130][780/1253] lr: 1.482e-01, eta: 2 days, 5:11:30, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.3969, top5_acc: 0.6479, loss_cls: 2.7071, loss: 2.7071, grad_norm: 1.6917 2020-07-19 04:09:51,465 - mmaction - INFO - Epoch [130][800/1253] lr: 1.482e-01, eta: 2 days, 5:11:02, time: 1.098, data_time: 0.002, memory: 9059, top1_acc: 0.4052, top5_acc: 0.6547, loss_cls: 2.6878, loss: 2.6878, grad_norm: 1.6845 2020-07-19 04:10:12,739 - mmaction - INFO - Epoch [130][820/1253] lr: 1.482e-01, eta: 2 days, 5:10:32, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3859, top5_acc: 0.6432, loss_cls: 2.7300, loss: 2.7300, grad_norm: 1.7398 2020-07-19 04:10:33,886 - mmaction - INFO - Epoch [130][840/1253] lr: 1.482e-01, eta: 2 days, 5:10:03, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.4133, top5_acc: 0.6523, loss_cls: 2.6871, loss: 2.6871, grad_norm: 1.6706 2020-07-19 04:10:55,831 - mmaction - INFO - Epoch [130][860/1253] lr: 1.482e-01, eta: 2 days, 5:09:35, time: 1.098, data_time: 0.003, memory: 9059, top1_acc: 0.3997, top5_acc: 0.6557, loss_cls: 2.6905, loss: 2.6905, grad_norm: 1.7301 2020-07-19 04:11:17,330 - mmaction - INFO - Epoch [130][880/1253] lr: 1.482e-01, eta: 2 days, 5:09:06, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.4029, top5_acc: 0.6612, loss_cls: 2.6738, loss: 2.6738, grad_norm: 1.6459 2020-07-19 04:11:38,651 - mmaction - INFO - Epoch [130][900/1253] lr: 1.482e-01, eta: 2 days, 5:08:37, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4143, top5_acc: 0.6609, loss_cls: 2.6662, loss: 2.6662, grad_norm: 1.6987 2020-07-19 04:12:00,130 - mmaction - INFO - Epoch [130][920/1253] lr: 1.482e-01, eta: 2 days, 5:08:08, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4091, top5_acc: 0.6591, loss_cls: 2.6272, loss: 2.6272, grad_norm: 1.6869 2020-07-19 04:12:21,996 - mmaction - INFO - Epoch [130][940/1253] lr: 1.482e-01, eta: 2 days, 5:07:40, time: 1.098, data_time: 0.006, memory: 9059, top1_acc: 0.3945, top5_acc: 0.6539, loss_cls: 2.7164, loss: 2.7164, grad_norm: 1.6506 2020-07-19 04:12:43,277 - mmaction - INFO - Epoch [130][960/1253] lr: 1.482e-01, eta: 2 days, 5:07:11, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.4190, top5_acc: 0.6703, loss_cls: 2.6035, loss: 2.6035, grad_norm: 1.7257 2020-07-19 04:13:04,735 - mmaction - INFO - Epoch [130][980/1253] lr: 1.482e-01, eta: 2 days, 5:06:42, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3927, top5_acc: 0.6445, loss_cls: 2.7329, loss: 2.7329, grad_norm: 1.7060 2020-07-19 04:13:26,121 - mmaction - INFO - Epoch [130][1000/1253] lr: 1.482e-01, eta: 2 days, 5:06:13, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4013, top5_acc: 0.6490, loss_cls: 2.7121, loss: 2.7121, grad_norm: 1.6913 2020-07-19 04:13:47,381 - mmaction - INFO - Epoch [130][1020/1253] lr: 1.482e-01, eta: 2 days, 5:05:44, time: 1.065, data_time: 0.004, memory: 9059, top1_acc: 0.3990, top5_acc: 0.6453, loss_cls: 2.6800, loss: 2.6800, grad_norm: 1.6255 2020-07-19 04:14:08,857 - mmaction - INFO - Epoch [130][1040/1253] lr: 1.482e-01, eta: 2 days, 5:05:15, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.4081, top5_acc: 0.6672, loss_cls: 2.6341, loss: 2.6341, grad_norm: 1.7025 2020-07-19 04:14:30,248 - mmaction - INFO - Epoch [130][1060/1253] lr: 1.482e-01, eta: 2 days, 5:04:46, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4065, top5_acc: 0.6586, loss_cls: 2.6489, loss: 2.6489, grad_norm: 1.7573 2020-07-19 04:14:51,465 - mmaction - INFO - Epoch [130][1080/1253] lr: 1.482e-01, eta: 2 days, 5:04:17, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4065, top5_acc: 0.6607, loss_cls: 2.6703, loss: 2.6703, grad_norm: 1.7036 2020-07-19 04:15:12,723 - mmaction - INFO - Epoch [130][1100/1253] lr: 1.482e-01, eta: 2 days, 5:03:48, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.3901, top5_acc: 0.6555, loss_cls: 2.6820, loss: 2.6820, grad_norm: 1.6846 2020-07-19 04:15:33,984 - mmaction - INFO - Epoch [130][1120/1253] lr: 1.482e-01, eta: 2 days, 5:03:19, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4031, top5_acc: 0.6479, loss_cls: 2.6955, loss: 2.6955, grad_norm: 1.6812 2020-07-19 04:15:55,394 - mmaction - INFO - Epoch [130][1140/1253] lr: 1.482e-01, eta: 2 days, 5:02:50, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4117, top5_acc: 0.6565, loss_cls: 2.6340, loss: 2.6340, grad_norm: 1.6689 2020-07-19 04:16:16,634 - mmaction - INFO - Epoch [130][1160/1253] lr: 1.482e-01, eta: 2 days, 5:02:21, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.3904, top5_acc: 0.6497, loss_cls: 2.7304, loss: 2.7304, grad_norm: 1.7658 2020-07-19 04:16:37,953 - mmaction - INFO - Epoch [130][1180/1253] lr: 1.482e-01, eta: 2 days, 5:01:52, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4063, top5_acc: 0.6573, loss_cls: 2.6480, loss: 2.6480, grad_norm: 1.6833 2020-07-19 04:16:59,202 - mmaction - INFO - Epoch [130][1200/1253] lr: 1.482e-01, eta: 2 days, 5:01:22, time: 1.061, data_time: 0.001, memory: 9059, top1_acc: 0.4008, top5_acc: 0.6576, loss_cls: 2.6713, loss: 2.6713, grad_norm: 1.6682 2020-07-19 04:17:20,578 - mmaction - INFO - Epoch [130][1220/1253] lr: 1.482e-01, eta: 2 days, 5:00:54, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.4234, top5_acc: 0.6578, loss_cls: 2.6371, loss: 2.6371, grad_norm: 1.6672 2020-07-19 04:17:42,037 - mmaction - INFO - Epoch [130][1240/1253] lr: 1.482e-01, eta: 2 days, 5:00:25, time: 1.075, data_time: 0.004, memory: 9059, top1_acc: 0.4036, top5_acc: 0.6620, loss_cls: 2.6469, loss: 2.6469, grad_norm: 1.7355 2020-07-19 04:21:14,875 - mmaction - INFO - Epoch [131][20/1253] lr: 1.463e-01, eta: 2 days, 5:04:01, time: 9.517, data_time: 8.328, memory: 9059, top1_acc: 0.4076, top5_acc: 0.6552, loss_cls: 2.6747, loss: 2.6747, grad_norm: 1.6831 2020-07-19 04:21:36,209 - mmaction - INFO - Epoch [131][40/1253] lr: 1.463e-01, eta: 2 days, 5:03:32, time: 1.067, data_time: 0.005, memory: 9059, top1_acc: 0.3979, top5_acc: 0.6609, loss_cls: 2.6574, loss: 2.6574, grad_norm: 1.7103 2020-07-19 04:21:57,732 - mmaction - INFO - Epoch [131][60/1253] lr: 1.463e-01, eta: 2 days, 5:03:03, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.4133, top5_acc: 0.6484, loss_cls: 2.6734, loss: 2.6734, grad_norm: 1.6842 2020-07-19 04:22:19,737 - mmaction - INFO - Epoch [131][80/1253] lr: 1.463e-01, eta: 2 days, 5:02:35, time: 1.103, data_time: 0.004, memory: 9059, top1_acc: 0.4102, top5_acc: 0.6615, loss_cls: 2.6153, loss: 2.6153, grad_norm: 1.7237 2020-07-19 04:22:41,005 - mmaction - INFO - Epoch [131][100/1253] lr: 1.463e-01, eta: 2 days, 5:02:06, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4109, top5_acc: 0.6753, loss_cls: 2.5634, loss: 2.5634, grad_norm: 1.6814 2020-07-19 04:23:02,394 - mmaction - INFO - Epoch [131][120/1253] lr: 1.463e-01, eta: 2 days, 5:01:37, time: 1.070, data_time: 0.001, memory: 9059, top1_acc: 0.4138, top5_acc: 0.6573, loss_cls: 2.6763, loss: 2.6763, grad_norm: 1.7084 2020-07-19 04:23:23,660 - mmaction - INFO - Epoch [131][140/1253] lr: 1.463e-01, eta: 2 days, 5:01:08, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4128, top5_acc: 0.6534, loss_cls: 2.6307, loss: 2.6307, grad_norm: 1.6779 2020-07-19 04:23:45,634 - mmaction - INFO - Epoch [131][160/1253] lr: 1.463e-01, eta: 2 days, 5:00:40, time: 1.097, data_time: 0.002, memory: 9059, top1_acc: 0.4081, top5_acc: 0.6578, loss_cls: 2.6596, loss: 2.6596, grad_norm: 1.7097 2020-07-19 04:24:06,955 - mmaction - INFO - Epoch [131][180/1253] lr: 1.463e-01, eta: 2 days, 5:00:11, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.4023, top5_acc: 0.6461, loss_cls: 2.7141, loss: 2.7141, grad_norm: 1.7113 2020-07-19 04:24:28,240 - mmaction - INFO - Epoch [131][200/1253] lr: 1.463e-01, eta: 2 days, 4:59:42, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.3964, top5_acc: 0.6448, loss_cls: 2.7039, loss: 2.7039, grad_norm: 1.6948 2020-07-19 04:24:49,392 - mmaction - INFO - Epoch [131][220/1253] lr: 1.463e-01, eta: 2 days, 4:59:12, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.3917, top5_acc: 0.6513, loss_cls: 2.7151, loss: 2.7151, grad_norm: 1.6567 2020-07-19 04:25:10,583 - mmaction - INFO - Epoch [131][240/1253] lr: 1.463e-01, eta: 2 days, 4:58:43, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4177, top5_acc: 0.6549, loss_cls: 2.6707, loss: 2.6707, grad_norm: 1.6715 2020-07-19 04:25:32,021 - mmaction - INFO - Epoch [131][260/1253] lr: 1.463e-01, eta: 2 days, 4:58:14, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4122, top5_acc: 0.6607, loss_cls: 2.6475, loss: 2.6475, grad_norm: 1.7203 2020-07-19 04:25:53,340 - mmaction - INFO - Epoch [131][280/1253] lr: 1.463e-01, eta: 2 days, 4:57:45, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4208, top5_acc: 0.6737, loss_cls: 2.5747, loss: 2.5747, grad_norm: 1.7090 2020-07-19 04:26:14,602 - mmaction - INFO - Epoch [131][300/1253] lr: 1.463e-01, eta: 2 days, 4:57:16, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3964, top5_acc: 0.6432, loss_cls: 2.7136, loss: 2.7136, grad_norm: 1.6903 2020-07-19 04:26:35,834 - mmaction - INFO - Epoch [131][320/1253] lr: 1.463e-01, eta: 2 days, 4:56:47, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4034, top5_acc: 0.6542, loss_cls: 2.7008, loss: 2.7008, grad_norm: 1.6807 2020-07-19 04:26:57,083 - mmaction - INFO - Epoch [131][340/1253] lr: 1.463e-01, eta: 2 days, 4:56:17, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4135, top5_acc: 0.6669, loss_cls: 2.6346, loss: 2.6346, grad_norm: 1.6791 2020-07-19 04:27:18,462 - mmaction - INFO - Epoch [131][360/1253] lr: 1.463e-01, eta: 2 days, 4:55:48, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4036, top5_acc: 0.6680, loss_cls: 2.6438, loss: 2.6438, grad_norm: 1.7145 2020-07-19 04:27:39,696 - mmaction - INFO - Epoch [131][380/1253] lr: 1.463e-01, eta: 2 days, 4:55:19, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.3974, top5_acc: 0.6503, loss_cls: 2.6943, loss: 2.6943, grad_norm: 1.7027 2020-07-19 04:28:01,036 - mmaction - INFO - Epoch [131][400/1253] lr: 1.463e-01, eta: 2 days, 4:54:50, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4010, top5_acc: 0.6563, loss_cls: 2.6532, loss: 2.6532, grad_norm: 1.6934 2020-07-19 04:28:22,517 - mmaction - INFO - Epoch [131][420/1253] lr: 1.463e-01, eta: 2 days, 4:54:22, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4138, top5_acc: 0.6586, loss_cls: 2.6328, loss: 2.6328, grad_norm: 1.6561 2020-07-19 04:28:43,774 - mmaction - INFO - Epoch [131][440/1253] lr: 1.463e-01, eta: 2 days, 4:53:52, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.4232, top5_acc: 0.6763, loss_cls: 2.5593, loss: 2.5593, grad_norm: 1.7059 2020-07-19 04:29:05,027 - mmaction - INFO - Epoch [131][460/1253] lr: 1.463e-01, eta: 2 days, 4:53:23, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4010, top5_acc: 0.6555, loss_cls: 2.6944, loss: 2.6944, grad_norm: 1.7233 2020-07-19 04:29:26,899 - mmaction - INFO - Epoch [131][480/1253] lr: 1.463e-01, eta: 2 days, 4:52:55, time: 1.094, data_time: 0.002, memory: 9059, top1_acc: 0.4086, top5_acc: 0.6570, loss_cls: 2.6468, loss: 2.6468, grad_norm: 1.6815 2020-07-19 04:29:48,251 - mmaction - INFO - Epoch [131][500/1253] lr: 1.463e-01, eta: 2 days, 4:52:26, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3953, top5_acc: 0.6547, loss_cls: 2.7246, loss: 2.7246, grad_norm: 1.7176 2020-07-19 04:30:10,616 - mmaction - INFO - Epoch [131][520/1253] lr: 1.463e-01, eta: 2 days, 4:51:59, time: 1.118, data_time: 0.012, memory: 9059, top1_acc: 0.3979, top5_acc: 0.6490, loss_cls: 2.6965, loss: 2.6965, grad_norm: 1.7109 2020-07-19 04:30:31,892 - mmaction - INFO - Epoch [131][540/1253] lr: 1.463e-01, eta: 2 days, 4:51:30, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4039, top5_acc: 0.6651, loss_cls: 2.6409, loss: 2.6409, grad_norm: 1.6857 2020-07-19 04:30:53,495 - mmaction - INFO - Epoch [131][560/1253] lr: 1.463e-01, eta: 2 days, 4:51:01, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.4091, top5_acc: 0.6497, loss_cls: 2.6685, loss: 2.6685, grad_norm: 1.6840 2020-07-19 04:31:15,030 - mmaction - INFO - Epoch [131][580/1253] lr: 1.463e-01, eta: 2 days, 4:50:33, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.4018, top5_acc: 0.6495, loss_cls: 2.6919, loss: 2.6919, grad_norm: 1.7327 2020-07-19 04:31:36,395 - mmaction - INFO - Epoch [131][600/1253] lr: 1.463e-01, eta: 2 days, 4:50:04, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4036, top5_acc: 0.6544, loss_cls: 2.6852, loss: 2.6852, grad_norm: 1.6998 2020-07-19 04:31:57,570 - mmaction - INFO - Epoch [131][620/1253] lr: 1.463e-01, eta: 2 days, 4:49:34, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.4016, top5_acc: 0.6513, loss_cls: 2.6626, loss: 2.6626, grad_norm: 1.7239 2020-07-19 04:32:19,149 - mmaction - INFO - Epoch [131][640/1253] lr: 1.463e-01, eta: 2 days, 4:49:06, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.4112, top5_acc: 0.6531, loss_cls: 2.6441, loss: 2.6441, grad_norm: 1.7097 2020-07-19 04:32:40,417 - mmaction - INFO - Epoch [131][660/1253] lr: 1.463e-01, eta: 2 days, 4:48:37, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4068, top5_acc: 0.6591, loss_cls: 2.6385, loss: 2.6385, grad_norm: 1.6720 2020-07-19 04:33:01,632 - mmaction - INFO - Epoch [131][680/1253] lr: 1.463e-01, eta: 2 days, 4:48:07, time: 1.059, data_time: 0.001, memory: 9059, top1_acc: 0.3974, top5_acc: 0.6641, loss_cls: 2.6596, loss: 2.6596, grad_norm: 1.6792 2020-07-19 04:33:23,071 - mmaction - INFO - Epoch [131][700/1253] lr: 1.463e-01, eta: 2 days, 4:47:39, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.4094, top5_acc: 0.6586, loss_cls: 2.6416, loss: 2.6416, grad_norm: 1.6834 2020-07-19 04:33:44,453 - mmaction - INFO - Epoch [131][720/1253] lr: 1.463e-01, eta: 2 days, 4:47:10, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3862, top5_acc: 0.6492, loss_cls: 2.7262, loss: 2.7262, grad_norm: 1.7150 2020-07-19 04:34:05,827 - mmaction - INFO - Epoch [131][740/1253] lr: 1.463e-01, eta: 2 days, 4:46:41, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.3992, top5_acc: 0.6667, loss_cls: 2.6049, loss: 2.6049, grad_norm: 1.6791 2020-07-19 04:34:27,006 - mmaction - INFO - Epoch [131][760/1253] lr: 1.463e-01, eta: 2 days, 4:46:12, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.3927, top5_acc: 0.6401, loss_cls: 2.7350, loss: 2.7350, grad_norm: 1.7220 2020-07-19 04:34:48,286 - mmaction - INFO - Epoch [131][780/1253] lr: 1.463e-01, eta: 2 days, 4:45:43, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4031, top5_acc: 0.6536, loss_cls: 2.6683, loss: 2.6683, grad_norm: 1.6909 2020-07-19 04:35:09,505 - mmaction - INFO - Epoch [131][800/1253] lr: 1.463e-01, eta: 2 days, 4:45:13, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4047, top5_acc: 0.6555, loss_cls: 2.6628, loss: 2.6628, grad_norm: 1.7190 2020-07-19 04:35:30,779 - mmaction - INFO - Epoch [131][820/1253] lr: 1.463e-01, eta: 2 days, 4:44:44, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4125, top5_acc: 0.6560, loss_cls: 2.6699, loss: 2.6699, grad_norm: 1.6811 2020-07-19 04:35:51,971 - mmaction - INFO - Epoch [131][840/1253] lr: 1.463e-01, eta: 2 days, 4:44:15, time: 1.060, data_time: 0.003, memory: 9059, top1_acc: 0.4039, top5_acc: 0.6583, loss_cls: 2.6554, loss: 2.6554, grad_norm: 1.7208 2020-07-19 04:36:13,195 - mmaction - INFO - Epoch [131][860/1253] lr: 1.463e-01, eta: 2 days, 4:43:46, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.4172, top5_acc: 0.6664, loss_cls: 2.6065, loss: 2.6065, grad_norm: 1.7258 2020-07-19 04:36:34,445 - mmaction - INFO - Epoch [131][880/1253] lr: 1.463e-01, eta: 2 days, 4:43:17, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4104, top5_acc: 0.6622, loss_cls: 2.6252, loss: 2.6252, grad_norm: 1.6993 2020-07-19 04:36:55,584 - mmaction - INFO - Epoch [131][900/1253] lr: 1.463e-01, eta: 2 days, 4:42:48, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.4078, top5_acc: 0.6576, loss_cls: 2.6533, loss: 2.6533, grad_norm: 1.6751 2020-07-19 04:37:16,844 - mmaction - INFO - Epoch [131][920/1253] lr: 1.463e-01, eta: 2 days, 4:42:19, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4008, top5_acc: 0.6492, loss_cls: 2.6835, loss: 2.6835, grad_norm: 1.7392 2020-07-19 04:37:38,123 - mmaction - INFO - Epoch [131][940/1253] lr: 1.463e-01, eta: 2 days, 4:41:50, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.3987, top5_acc: 0.6552, loss_cls: 2.7005, loss: 2.7005, grad_norm: 1.6988 2020-07-19 04:37:59,473 - mmaction - INFO - Epoch [131][960/1253] lr: 1.463e-01, eta: 2 days, 4:41:21, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.4047, top5_acc: 0.6560, loss_cls: 2.6616, loss: 2.6616, grad_norm: 1.6835 2020-07-19 04:38:20,724 - mmaction - INFO - Epoch [131][980/1253] lr: 1.463e-01, eta: 2 days, 4:40:52, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4104, top5_acc: 0.6484, loss_cls: 2.7134, loss: 2.7134, grad_norm: 1.6962 2020-07-19 04:38:42,155 - mmaction - INFO - Epoch [131][1000/1253] lr: 1.463e-01, eta: 2 days, 4:40:23, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4094, top5_acc: 0.6617, loss_cls: 2.6475, loss: 2.6475, grad_norm: 1.6761 2020-07-19 04:39:03,547 - mmaction - INFO - Epoch [131][1020/1253] lr: 1.463e-01, eta: 2 days, 4:39:54, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4221, top5_acc: 0.6672, loss_cls: 2.5904, loss: 2.5904, grad_norm: 1.7230 2020-07-19 04:39:24,670 - mmaction - INFO - Epoch [131][1040/1253] lr: 1.463e-01, eta: 2 days, 4:39:25, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.3958, top5_acc: 0.6393, loss_cls: 2.7433, loss: 2.7433, grad_norm: 1.7439 2020-07-19 04:39:46,495 - mmaction - INFO - Epoch [131][1060/1253] lr: 1.463e-01, eta: 2 days, 4:38:57, time: 1.090, data_time: 0.001, memory: 9059, top1_acc: 0.4063, top5_acc: 0.6609, loss_cls: 2.6552, loss: 2.6552, grad_norm: 1.6973 2020-07-19 04:40:07,718 - mmaction - INFO - Epoch [131][1080/1253] lr: 1.463e-01, eta: 2 days, 4:38:27, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4010, top5_acc: 0.6625, loss_cls: 2.6396, loss: 2.6396, grad_norm: 1.7148 2020-07-19 04:40:29,140 - mmaction - INFO - Epoch [131][1100/1253] lr: 1.463e-01, eta: 2 days, 4:37:59, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.3924, top5_acc: 0.6448, loss_cls: 2.7340, loss: 2.7340, grad_norm: 1.7098 2020-07-19 04:40:50,856 - mmaction - INFO - Epoch [131][1120/1253] lr: 1.463e-01, eta: 2 days, 4:37:30, time: 1.087, data_time: 0.003, memory: 9059, top1_acc: 0.4036, top5_acc: 0.6594, loss_cls: 2.6671, loss: 2.6671, grad_norm: 1.7333 2020-07-19 04:41:12,223 - mmaction - INFO - Epoch [131][1140/1253] lr: 1.463e-01, eta: 2 days, 4:37:02, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3992, top5_acc: 0.6529, loss_cls: 2.6891, loss: 2.6891, grad_norm: 1.7247 2020-07-19 04:41:33,786 - mmaction - INFO - Epoch [131][1160/1253] lr: 1.463e-01, eta: 2 days, 4:36:33, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.3878, top5_acc: 0.6500, loss_cls: 2.7112, loss: 2.7112, grad_norm: 1.7122 2020-07-19 04:41:55,285 - mmaction - INFO - Epoch [131][1180/1253] lr: 1.463e-01, eta: 2 days, 4:36:04, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4031, top5_acc: 0.6570, loss_cls: 2.6571, loss: 2.6571, grad_norm: 1.7110 2020-07-19 04:42:16,721 - mmaction - INFO - Epoch [131][1200/1253] lr: 1.463e-01, eta: 2 days, 4:35:36, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4034, top5_acc: 0.6503, loss_cls: 2.6760, loss: 2.6760, grad_norm: 1.7271 2020-07-19 04:42:37,917 - mmaction - INFO - Epoch [131][1220/1253] lr: 1.463e-01, eta: 2 days, 4:35:07, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4279, top5_acc: 0.6701, loss_cls: 2.5846, loss: 2.5846, grad_norm: 1.6701 2020-07-19 04:42:59,152 - mmaction - INFO - Epoch [131][1240/1253] lr: 1.463e-01, eta: 2 days, 4:34:38, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4008, top5_acc: 0.6469, loss_cls: 2.7085, loss: 2.7085, grad_norm: 1.7434 2020-07-19 04:46:21,120 - mmaction - INFO - Epoch [132][20/1253] lr: 1.445e-01, eta: 2 days, 4:37:53, time: 9.054, data_time: 7.887, memory: 9059, top1_acc: 0.4060, top5_acc: 0.6526, loss_cls: 2.6908, loss: 2.6908, grad_norm: 1.7086 2020-07-19 04:46:42,367 - mmaction - INFO - Epoch [132][40/1253] lr: 1.445e-01, eta: 2 days, 4:37:24, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4297, top5_acc: 0.6693, loss_cls: 2.5860, loss: 2.5860, grad_norm: 1.6982 2020-07-19 04:47:04,026 - mmaction - INFO - Epoch [132][60/1253] lr: 1.445e-01, eta: 2 days, 4:36:55, time: 1.084, data_time: 0.003, memory: 9059, top1_acc: 0.4091, top5_acc: 0.6643, loss_cls: 2.6215, loss: 2.6215, grad_norm: 1.7664 2020-07-19 04:47:25,245 - mmaction - INFO - Epoch [132][80/1253] lr: 1.445e-01, eta: 2 days, 4:36:26, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.4164, top5_acc: 0.6786, loss_cls: 2.5659, loss: 2.5659, grad_norm: 1.7416 2020-07-19 04:47:47,045 - mmaction - INFO - Epoch [132][100/1253] lr: 1.445e-01, eta: 2 days, 4:35:58, time: 1.090, data_time: 0.015, memory: 9059, top1_acc: 0.4117, top5_acc: 0.6589, loss_cls: 2.6338, loss: 2.6338, grad_norm: 1.7084 2020-07-19 04:48:08,256 - mmaction - INFO - Epoch [132][120/1253] lr: 1.445e-01, eta: 2 days, 4:35:29, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4146, top5_acc: 0.6576, loss_cls: 2.6639, loss: 2.6639, grad_norm: 1.7513 2020-07-19 04:48:30,565 - mmaction - INFO - Epoch [132][140/1253] lr: 1.445e-01, eta: 2 days, 4:35:02, time: 1.115, data_time: 0.002, memory: 9059, top1_acc: 0.4091, top5_acc: 0.6500, loss_cls: 2.6632, loss: 2.6632, grad_norm: 1.6943 2020-07-19 04:48:51,906 - mmaction - INFO - Epoch [132][160/1253] lr: 1.445e-01, eta: 2 days, 4:34:33, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4008, top5_acc: 0.6661, loss_cls: 2.6463, loss: 2.6463, grad_norm: 1.7163 2020-07-19 04:49:13,084 - mmaction - INFO - Epoch [132][180/1253] lr: 1.445e-01, eta: 2 days, 4:34:03, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.4044, top5_acc: 0.6607, loss_cls: 2.6425, loss: 2.6425, grad_norm: 1.7245 2020-07-19 04:49:34,358 - mmaction - INFO - Epoch [132][200/1253] lr: 1.445e-01, eta: 2 days, 4:33:34, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.4198, top5_acc: 0.6539, loss_cls: 2.6205, loss: 2.6205, grad_norm: 1.6609 2020-07-19 04:49:55,765 - mmaction - INFO - Epoch [132][220/1253] lr: 1.445e-01, eta: 2 days, 4:33:06, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4016, top5_acc: 0.6557, loss_cls: 2.6847, loss: 2.6847, grad_norm: 1.7281 2020-07-19 04:50:17,154 - mmaction - INFO - Epoch [132][240/1253] lr: 1.445e-01, eta: 2 days, 4:32:37, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4047, top5_acc: 0.6682, loss_cls: 2.6336, loss: 2.6336, grad_norm: 1.6976 2020-07-19 04:50:38,404 - mmaction - INFO - Epoch [132][260/1253] lr: 1.445e-01, eta: 2 days, 4:32:08, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.4055, top5_acc: 0.6523, loss_cls: 2.6434, loss: 2.6434, grad_norm: 1.7504 2020-07-19 04:50:59,886 - mmaction - INFO - Epoch [132][280/1253] lr: 1.445e-01, eta: 2 days, 4:31:39, time: 1.076, data_time: 0.003, memory: 9059, top1_acc: 0.4063, top5_acc: 0.6599, loss_cls: 2.6387, loss: 2.6387, grad_norm: 1.7218 2020-07-19 04:51:21,142 - mmaction - INFO - Epoch [132][300/1253] lr: 1.445e-01, eta: 2 days, 4:31:10, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.4039, top5_acc: 0.6479, loss_cls: 2.6569, loss: 2.6569, grad_norm: 1.7002 2020-07-19 04:51:42,650 - mmaction - INFO - Epoch [132][320/1253] lr: 1.445e-01, eta: 2 days, 4:30:41, time: 1.076, data_time: 0.003, memory: 9059, top1_acc: 0.4000, top5_acc: 0.6633, loss_cls: 2.6586, loss: 2.6586, grad_norm: 1.7080 2020-07-19 04:52:04,005 - mmaction - INFO - Epoch [132][340/1253] lr: 1.445e-01, eta: 2 days, 4:30:12, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.4125, top5_acc: 0.6500, loss_cls: 2.6561, loss: 2.6561, grad_norm: 1.7143 2020-07-19 04:52:25,758 - mmaction - INFO - Epoch [132][360/1253] lr: 1.445e-01, eta: 2 days, 4:29:44, time: 1.087, data_time: 0.002, memory: 9059, top1_acc: 0.4195, top5_acc: 0.6701, loss_cls: 2.6053, loss: 2.6053, grad_norm: 1.6826 2020-07-19 04:52:47,080 - mmaction - INFO - Epoch [132][380/1253] lr: 1.445e-01, eta: 2 days, 4:29:15, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4068, top5_acc: 0.6568, loss_cls: 2.6344, loss: 2.6344, grad_norm: 1.6776 2020-07-19 04:53:08,886 - mmaction - INFO - Epoch [132][400/1253] lr: 1.445e-01, eta: 2 days, 4:28:47, time: 1.091, data_time: 0.002, memory: 9059, top1_acc: 0.4094, top5_acc: 0.6461, loss_cls: 2.6817, loss: 2.6817, grad_norm: 1.6910 2020-07-19 04:53:30,262 - mmaction - INFO - Epoch [132][420/1253] lr: 1.445e-01, eta: 2 days, 4:28:18, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.3971, top5_acc: 0.6477, loss_cls: 2.7190, loss: 2.7190, grad_norm: 1.6900 2020-07-19 04:53:51,554 - mmaction - INFO - Epoch [132][440/1253] lr: 1.445e-01, eta: 2 days, 4:27:49, time: 1.061, data_time: 0.001, memory: 9059, top1_acc: 0.4141, top5_acc: 0.6620, loss_cls: 2.6294, loss: 2.6294, grad_norm: 1.7100 2020-07-19 04:54:12,794 - mmaction - INFO - Epoch [132][460/1253] lr: 1.445e-01, eta: 2 days, 4:27:20, time: 1.064, data_time: 0.005, memory: 9059, top1_acc: 0.3943, top5_acc: 0.6445, loss_cls: 2.7193, loss: 2.7193, grad_norm: 1.7340 2020-07-19 04:54:34,149 - mmaction - INFO - Epoch [132][480/1253] lr: 1.445e-01, eta: 2 days, 4:26:51, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.4229, top5_acc: 0.6648, loss_cls: 2.6084, loss: 2.6084, grad_norm: 1.7010 2020-07-19 04:54:55,799 - mmaction - INFO - Epoch [132][500/1253] lr: 1.445e-01, eta: 2 days, 4:26:23, time: 1.082, data_time: 0.002, memory: 9059, top1_acc: 0.4271, top5_acc: 0.6721, loss_cls: 2.5885, loss: 2.5885, grad_norm: 1.7037 2020-07-19 04:55:17,302 - mmaction - INFO - Epoch [132][520/1253] lr: 1.445e-01, eta: 2 days, 4:25:54, time: 1.076, data_time: 0.003, memory: 9059, top1_acc: 0.4146, top5_acc: 0.6643, loss_cls: 2.6169, loss: 2.6169, grad_norm: 1.7442 2020-07-19 04:55:38,765 - mmaction - INFO - Epoch [132][540/1253] lr: 1.445e-01, eta: 2 days, 4:25:26, time: 1.072, data_time: 0.001, memory: 9059, top1_acc: 0.3971, top5_acc: 0.6492, loss_cls: 2.6863, loss: 2.6863, grad_norm: 1.7139 2020-07-19 04:56:00,192 - mmaction - INFO - Epoch [132][560/1253] lr: 1.445e-01, eta: 2 days, 4:24:57, time: 1.073, data_time: 0.003, memory: 9059, top1_acc: 0.4008, top5_acc: 0.6523, loss_cls: 2.6560, loss: 2.6560, grad_norm: 1.7039 2020-07-19 04:56:21,486 - mmaction - INFO - Epoch [132][580/1253] lr: 1.445e-01, eta: 2 days, 4:24:28, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.3943, top5_acc: 0.6500, loss_cls: 2.7127, loss: 2.7127, grad_norm: 1.6807 2020-07-19 04:56:43,764 - mmaction - INFO - Epoch [132][600/1253] lr: 1.445e-01, eta: 2 days, 4:24:01, time: 1.114, data_time: 0.002, memory: 9059, top1_acc: 0.3971, top5_acc: 0.6576, loss_cls: 2.6550, loss: 2.6550, grad_norm: 1.6857 2020-07-19 04:57:05,645 - mmaction - INFO - Epoch [132][620/1253] lr: 1.445e-01, eta: 2 days, 4:23:33, time: 1.095, data_time: 0.002, memory: 9059, top1_acc: 0.4070, top5_acc: 0.6544, loss_cls: 2.6489, loss: 2.6489, grad_norm: 1.7422 2020-07-19 04:57:27,224 - mmaction - INFO - Epoch [132][640/1253] lr: 1.445e-01, eta: 2 days, 4:23:04, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.4086, top5_acc: 0.6560, loss_cls: 2.6430, loss: 2.6430, grad_norm: 1.7011 2020-07-19 04:57:48,811 - mmaction - INFO - Epoch [132][660/1253] lr: 1.445e-01, eta: 2 days, 4:22:36, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.4055, top5_acc: 0.6674, loss_cls: 2.5945, loss: 2.5945, grad_norm: 1.7297 2020-07-19 04:58:10,131 - mmaction - INFO - Epoch [132][680/1253] lr: 1.445e-01, eta: 2 days, 4:22:07, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3935, top5_acc: 0.6529, loss_cls: 2.7146, loss: 2.7146, grad_norm: 1.7712 2020-07-19 04:58:31,519 - mmaction - INFO - Epoch [132][700/1253] lr: 1.445e-01, eta: 2 days, 4:21:38, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4005, top5_acc: 0.6529, loss_cls: 2.6741, loss: 2.6741, grad_norm: 1.6607 2020-07-19 04:58:52,787 - mmaction - INFO - Epoch [132][720/1253] lr: 1.445e-01, eta: 2 days, 4:21:09, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4047, top5_acc: 0.6583, loss_cls: 2.6448, loss: 2.6448, grad_norm: 1.6815 2020-07-19 04:59:14,063 - mmaction - INFO - Epoch [132][740/1253] lr: 1.445e-01, eta: 2 days, 4:20:40, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4133, top5_acc: 0.6633, loss_cls: 2.6481, loss: 2.6481, grad_norm: 1.6889 2020-07-19 04:59:35,776 - mmaction - INFO - Epoch [132][760/1253] lr: 1.445e-01, eta: 2 days, 4:20:12, time: 1.084, data_time: 0.002, memory: 9059, top1_acc: 0.3984, top5_acc: 0.6563, loss_cls: 2.6905, loss: 2.6905, grad_norm: 1.7300 2020-07-19 04:59:57,811 - mmaction - INFO - Epoch [132][780/1253] lr: 1.445e-01, eta: 2 days, 4:19:44, time: 1.102, data_time: 0.003, memory: 9059, top1_acc: 0.4091, top5_acc: 0.6581, loss_cls: 2.6535, loss: 2.6535, grad_norm: 1.6811 2020-07-19 05:00:28,519 - mmaction - INFO - Epoch [132][800/1253] lr: 1.445e-01, eta: 2 days, 4:19:31, time: 1.527, data_time: 0.003, memory: 9059, top1_acc: 0.4107, top5_acc: 0.6526, loss_cls: 2.6641, loss: 2.6641, grad_norm: 1.7112 2020-07-19 05:00:50,311 - mmaction - INFO - Epoch [132][820/1253] lr: 1.445e-01, eta: 2 days, 4:19:03, time: 1.099, data_time: 0.018, memory: 9059, top1_acc: 0.4094, top5_acc: 0.6612, loss_cls: 2.6778, loss: 2.6778, grad_norm: 1.7102 2020-07-19 05:01:11,752 - mmaction - INFO - Epoch [132][840/1253] lr: 1.445e-01, eta: 2 days, 4:18:34, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4044, top5_acc: 0.6500, loss_cls: 2.6996, loss: 2.6996, grad_norm: 1.7039 2020-07-19 05:01:32,999 - mmaction - INFO - Epoch [132][860/1253] lr: 1.445e-01, eta: 2 days, 4:18:05, time: 1.066, data_time: 0.005, memory: 9059, top1_acc: 0.4073, top5_acc: 0.6589, loss_cls: 2.6785, loss: 2.6785, grad_norm: 1.7020 2020-07-19 05:01:54,308 - mmaction - INFO - Epoch [132][880/1253] lr: 1.445e-01, eta: 2 days, 4:17:36, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4060, top5_acc: 0.6568, loss_cls: 2.6574, loss: 2.6574, grad_norm: 1.6837 2020-07-19 05:02:15,693 - mmaction - INFO - Epoch [132][900/1253] lr: 1.445e-01, eta: 2 days, 4:17:07, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3992, top5_acc: 0.6469, loss_cls: 2.6695, loss: 2.6695, grad_norm: 1.7535 2020-07-19 05:02:37,455 - mmaction - INFO - Epoch [132][920/1253] lr: 1.445e-01, eta: 2 days, 4:16:39, time: 1.088, data_time: 0.002, memory: 9059, top1_acc: 0.3995, top5_acc: 0.6414, loss_cls: 2.6930, loss: 2.6930, grad_norm: 1.6850 2020-07-19 05:02:58,857 - mmaction - INFO - Epoch [132][940/1253] lr: 1.445e-01, eta: 2 days, 4:16:11, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.4013, top5_acc: 0.6669, loss_cls: 2.6478, loss: 2.6478, grad_norm: 1.7363 2020-07-19 05:03:20,833 - mmaction - INFO - Epoch [132][960/1253] lr: 1.445e-01, eta: 2 days, 4:15:43, time: 1.098, data_time: 0.003, memory: 9059, top1_acc: 0.4029, top5_acc: 0.6510, loss_cls: 2.6795, loss: 2.6795, grad_norm: 1.7294 2020-07-19 05:03:42,302 - mmaction - INFO - Epoch [132][980/1253] lr: 1.445e-01, eta: 2 days, 4:15:14, time: 1.075, data_time: 0.003, memory: 9059, top1_acc: 0.4073, top5_acc: 0.6539, loss_cls: 2.6608, loss: 2.6608, grad_norm: 1.6944 2020-07-19 05:04:03,588 - mmaction - INFO - Epoch [132][1000/1253] lr: 1.445e-01, eta: 2 days, 4:14:45, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4049, top5_acc: 0.6594, loss_cls: 2.6490, loss: 2.6490, grad_norm: 1.7203 2020-07-19 05:04:25,194 - mmaction - INFO - Epoch [132][1020/1253] lr: 1.445e-01, eta: 2 days, 4:14:17, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.4044, top5_acc: 0.6539, loss_cls: 2.6958, loss: 2.6958, grad_norm: 1.7229 2020-07-19 05:04:46,588 - mmaction - INFO - Epoch [132][1040/1253] lr: 1.445e-01, eta: 2 days, 4:13:48, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4151, top5_acc: 0.6510, loss_cls: 2.6754, loss: 2.6754, grad_norm: 1.6910 2020-07-19 05:05:07,870 - mmaction - INFO - Epoch [132][1060/1253] lr: 1.445e-01, eta: 2 days, 4:13:19, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4091, top5_acc: 0.6495, loss_cls: 2.6813, loss: 2.6813, grad_norm: 1.7032 2020-07-19 05:05:29,352 - mmaction - INFO - Epoch [132][1080/1253] lr: 1.445e-01, eta: 2 days, 4:12:51, time: 1.073, data_time: 0.001, memory: 9059, top1_acc: 0.3951, top5_acc: 0.6414, loss_cls: 2.7359, loss: 2.7359, grad_norm: 1.7154 2020-07-19 05:05:50,701 - mmaction - INFO - Epoch [132][1100/1253] lr: 1.445e-01, eta: 2 days, 4:12:22, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.3964, top5_acc: 0.6484, loss_cls: 2.6732, loss: 2.6732, grad_norm: 1.6862 2020-07-19 05:06:12,129 - mmaction - INFO - Epoch [132][1120/1253] lr: 1.445e-01, eta: 2 days, 4:11:53, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4063, top5_acc: 0.6602, loss_cls: 2.6568, loss: 2.6568, grad_norm: 1.6815 2020-07-19 05:06:33,579 - mmaction - INFO - Epoch [132][1140/1253] lr: 1.445e-01, eta: 2 days, 4:11:25, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.4130, top5_acc: 0.6552, loss_cls: 2.6939, loss: 2.6939, grad_norm: 1.6997 2020-07-19 05:06:54,884 - mmaction - INFO - Epoch [132][1160/1253] lr: 1.445e-01, eta: 2 days, 4:10:56, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.4195, top5_acc: 0.6622, loss_cls: 2.6269, loss: 2.6269, grad_norm: 1.6769 2020-07-19 05:07:16,143 - mmaction - INFO - Epoch [132][1180/1253] lr: 1.445e-01, eta: 2 days, 4:10:27, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.4039, top5_acc: 0.6672, loss_cls: 2.6381, loss: 2.6381, grad_norm: 1.6994 2020-07-19 05:07:37,407 - mmaction - INFO - Epoch [132][1200/1253] lr: 1.445e-01, eta: 2 days, 4:09:58, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.3951, top5_acc: 0.6401, loss_cls: 2.7051, loss: 2.7051, grad_norm: 1.7139 2020-07-19 05:07:58,797 - mmaction - INFO - Epoch [132][1220/1253] lr: 1.445e-01, eta: 2 days, 4:09:29, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.3852, top5_acc: 0.6516, loss_cls: 2.7244, loss: 2.7244, grad_norm: 1.7163 2020-07-19 05:08:20,145 - mmaction - INFO - Epoch [132][1240/1253] lr: 1.445e-01, eta: 2 days, 4:09:01, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4102, top5_acc: 0.6740, loss_cls: 2.5838, loss: 2.5838, grad_norm: 1.6831 2020-07-19 05:08:42,703 - mmaction - INFO - Saving checkpoint at 132 epochs 2020-07-19 05:12:07,653 - mmaction - INFO - Epoch [133][20/1253] lr: 1.426e-01, eta: 2 days, 4:12:47, time: 10.171, data_time: 8.768, memory: 9059, top1_acc: 0.4188, top5_acc: 0.6612, loss_cls: 2.6031, loss: 2.6031, grad_norm: 1.6839 2020-07-19 05:12:28,920 - mmaction - INFO - Epoch [133][40/1253] lr: 1.426e-01, eta: 2 days, 4:12:18, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.4094, top5_acc: 0.6638, loss_cls: 2.6202, loss: 2.6202, grad_norm: 1.7150 2020-07-19 05:12:50,326 - mmaction - INFO - Epoch [133][60/1253] lr: 1.426e-01, eta: 2 days, 4:11:50, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.4185, top5_acc: 0.6685, loss_cls: 2.6121, loss: 2.6121, grad_norm: 1.7202 2020-07-19 05:13:11,644 - mmaction - INFO - Epoch [133][80/1253] lr: 1.426e-01, eta: 2 days, 4:11:21, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.4180, top5_acc: 0.6693, loss_cls: 2.6076, loss: 2.6076, grad_norm: 1.6960 2020-07-19 05:13:33,158 - mmaction - INFO - Epoch [133][100/1253] lr: 1.426e-01, eta: 2 days, 4:10:52, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.4161, top5_acc: 0.6568, loss_cls: 2.6233, loss: 2.6233, grad_norm: 1.7128 2020-07-19 05:13:54,619 - mmaction - INFO - Epoch [133][120/1253] lr: 1.426e-01, eta: 2 days, 4:10:24, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.4208, top5_acc: 0.6734, loss_cls: 2.5762, loss: 2.5762, grad_norm: 1.7012 2020-07-19 05:14:16,043 - mmaction - INFO - Epoch [133][140/1253] lr: 1.426e-01, eta: 2 days, 4:09:55, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4117, top5_acc: 0.6672, loss_cls: 2.6209, loss: 2.6209, grad_norm: 1.7354 2020-07-19 05:14:37,247 - mmaction - INFO - Epoch [133][160/1253] lr: 1.426e-01, eta: 2 days, 4:09:26, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4068, top5_acc: 0.6549, loss_cls: 2.6886, loss: 2.6886, grad_norm: 1.7450 2020-07-19 05:14:58,485 - mmaction - INFO - Epoch [133][180/1253] lr: 1.426e-01, eta: 2 days, 4:08:57, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4089, top5_acc: 0.6695, loss_cls: 2.5865, loss: 2.5865, grad_norm: 1.7538 2020-07-19 05:15:19,786 - mmaction - INFO - Epoch [133][200/1253] lr: 1.426e-01, eta: 2 days, 4:08:28, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4076, top5_acc: 0.6711, loss_cls: 2.5957, loss: 2.5957, grad_norm: 1.7321 2020-07-19 05:15:41,280 - mmaction - INFO - Epoch [133][220/1253] lr: 1.426e-01, eta: 2 days, 4:07:59, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4018, top5_acc: 0.6617, loss_cls: 2.6172, loss: 2.6172, grad_norm: 1.6904 2020-07-19 05:16:02,732 - mmaction - INFO - Epoch [133][240/1253] lr: 1.426e-01, eta: 2 days, 4:07:31, time: 1.071, data_time: 0.001, memory: 9059, top1_acc: 0.4138, top5_acc: 0.6630, loss_cls: 2.6168, loss: 2.6168, grad_norm: 1.7360 2020-07-19 05:16:24,426 - mmaction - INFO - Epoch [133][260/1253] lr: 1.426e-01, eta: 2 days, 4:07:02, time: 1.086, data_time: 0.003, memory: 9059, top1_acc: 0.4068, top5_acc: 0.6609, loss_cls: 2.6467, loss: 2.6467, grad_norm: 1.7481 2020-07-19 05:16:45,657 - mmaction - INFO - Epoch [133][280/1253] lr: 1.426e-01, eta: 2 days, 4:06:33, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4112, top5_acc: 0.6570, loss_cls: 2.6369, loss: 2.6369, grad_norm: 1.7275 2020-07-19 05:17:06,818 - mmaction - INFO - Epoch [133][300/1253] lr: 1.426e-01, eta: 2 days, 4:06:04, time: 1.060, data_time: 0.003, memory: 9059, top1_acc: 0.4128, top5_acc: 0.6612, loss_cls: 2.6474, loss: 2.6474, grad_norm: 1.7069 2020-07-19 05:17:28,429 - mmaction - INFO - Epoch [133][320/1253] lr: 1.426e-01, eta: 2 days, 4:05:36, time: 1.080, data_time: 0.001, memory: 9059, top1_acc: 0.4047, top5_acc: 0.6586, loss_cls: 2.6781, loss: 2.6781, grad_norm: 1.7281 2020-07-19 05:17:50,174 - mmaction - INFO - Epoch [133][340/1253] lr: 1.426e-01, eta: 2 days, 4:05:08, time: 1.087, data_time: 0.002, memory: 9059, top1_acc: 0.4036, top5_acc: 0.6654, loss_cls: 2.6524, loss: 2.6524, grad_norm: 1.7556 2020-07-19 05:18:11,788 - mmaction - INFO - Epoch [133][360/1253] lr: 1.426e-01, eta: 2 days, 4:04:39, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.4013, top5_acc: 0.6372, loss_cls: 2.7330, loss: 2.7330, grad_norm: 1.7136 2020-07-19 05:18:33,721 - mmaction - INFO - Epoch [133][380/1253] lr: 1.426e-01, eta: 2 days, 4:04:12, time: 1.096, data_time: 0.001, memory: 9059, top1_acc: 0.4120, top5_acc: 0.6680, loss_cls: 2.6259, loss: 2.6259, grad_norm: 1.6857 2020-07-19 05:18:55,208 - mmaction - INFO - Epoch [133][400/1253] lr: 1.426e-01, eta: 2 days, 4:03:43, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4091, top5_acc: 0.6589, loss_cls: 2.6297, loss: 2.6297, grad_norm: 1.6959 2020-07-19 05:19:16,611 - mmaction - INFO - Epoch [133][420/1253] lr: 1.426e-01, eta: 2 days, 4:03:14, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3935, top5_acc: 0.6497, loss_cls: 2.6691, loss: 2.6691, grad_norm: 1.7427 2020-07-19 05:19:38,474 - mmaction - INFO - Epoch [133][440/1253] lr: 1.426e-01, eta: 2 days, 4:02:46, time: 1.092, data_time: 0.002, memory: 9059, top1_acc: 0.4185, top5_acc: 0.6693, loss_cls: 2.6278, loss: 2.6278, grad_norm: 1.7047 2020-07-19 05:19:59,753 - mmaction - INFO - Epoch [133][460/1253] lr: 1.426e-01, eta: 2 days, 4:02:17, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.4096, top5_acc: 0.6576, loss_cls: 2.6784, loss: 2.6784, grad_norm: 1.7052 2020-07-19 05:20:21,315 - mmaction - INFO - Epoch [133][480/1253] lr: 1.426e-01, eta: 2 days, 4:01:49, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.4143, top5_acc: 0.6661, loss_cls: 2.6250, loss: 2.6250, grad_norm: 1.7038 2020-07-19 05:20:42,470 - mmaction - INFO - Epoch [133][500/1253] lr: 1.426e-01, eta: 2 days, 4:01:20, time: 1.059, data_time: 0.003, memory: 9059, top1_acc: 0.3893, top5_acc: 0.6477, loss_cls: 2.7499, loss: 2.7499, grad_norm: 1.7096 2020-07-19 05:21:04,171 - mmaction - INFO - Epoch [133][520/1253] lr: 1.426e-01, eta: 2 days, 4:00:52, time: 1.086, data_time: 0.003, memory: 9059, top1_acc: 0.4255, top5_acc: 0.6747, loss_cls: 2.5865, loss: 2.5865, grad_norm: 1.6619 2020-07-19 05:21:25,476 - mmaction - INFO - Epoch [133][540/1253] lr: 1.426e-01, eta: 2 days, 4:00:23, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4021, top5_acc: 0.6523, loss_cls: 2.6840, loss: 2.6840, grad_norm: 1.7174 2020-07-19 05:21:46,797 - mmaction - INFO - Epoch [133][560/1253] lr: 1.426e-01, eta: 2 days, 3:59:54, time: 1.065, data_time: 0.004, memory: 9059, top1_acc: 0.4128, top5_acc: 0.6635, loss_cls: 2.6442, loss: 2.6442, grad_norm: 1.7159 2020-07-19 05:22:08,597 - mmaction - INFO - Epoch [133][580/1253] lr: 1.426e-01, eta: 2 days, 3:59:26, time: 1.092, data_time: 0.004, memory: 9059, top1_acc: 0.4135, top5_acc: 0.6469, loss_cls: 2.6770, loss: 2.6770, grad_norm: 1.7005 2020-07-19 05:22:29,881 - mmaction - INFO - Epoch [133][600/1253] lr: 1.426e-01, eta: 2 days, 3:58:57, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3940, top5_acc: 0.6497, loss_cls: 2.7143, loss: 2.7143, grad_norm: 1.7329 2020-07-19 05:22:51,274 - mmaction - INFO - Epoch [133][620/1253] lr: 1.426e-01, eta: 2 days, 3:58:29, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.4055, top5_acc: 0.6555, loss_cls: 2.6599, loss: 2.6599, grad_norm: 1.6902 2020-07-19 05:23:13,349 - mmaction - INFO - Epoch [133][640/1253] lr: 1.426e-01, eta: 2 days, 3:58:01, time: 1.103, data_time: 0.002, memory: 9059, top1_acc: 0.4073, top5_acc: 0.6651, loss_cls: 2.6620, loss: 2.6620, grad_norm: 1.7073 2020-07-19 05:23:34,735 - mmaction - INFO - Epoch [133][660/1253] lr: 1.426e-01, eta: 2 days, 3:57:32, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4083, top5_acc: 0.6466, loss_cls: 2.6759, loss: 2.6759, grad_norm: 1.7105 2020-07-19 05:23:56,155 - mmaction - INFO - Epoch [133][680/1253] lr: 1.426e-01, eta: 2 days, 3:57:04, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4039, top5_acc: 0.6617, loss_cls: 2.6625, loss: 2.6625, grad_norm: 1.7148 2020-07-19 05:24:18,155 - mmaction - INFO - Epoch [133][700/1253] lr: 1.426e-01, eta: 2 days, 3:56:36, time: 1.100, data_time: 0.002, memory: 9059, top1_acc: 0.4034, top5_acc: 0.6573, loss_cls: 2.6485, loss: 2.6485, grad_norm: 1.6948 2020-07-19 05:24:39,529 - mmaction - INFO - Epoch [133][720/1253] lr: 1.426e-01, eta: 2 days, 3:56:07, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4141, top5_acc: 0.6596, loss_cls: 2.6522, loss: 2.6522, grad_norm: 1.7338 2020-07-19 05:25:01,009 - mmaction - INFO - Epoch [133][740/1253] lr: 1.426e-01, eta: 2 days, 3:55:39, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.4094, top5_acc: 0.6560, loss_cls: 2.6563, loss: 2.6563, grad_norm: 1.7111 2020-07-19 05:25:22,270 - mmaction - INFO - Epoch [133][760/1253] lr: 1.426e-01, eta: 2 days, 3:55:10, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4133, top5_acc: 0.6685, loss_cls: 2.6067, loss: 2.6067, grad_norm: 1.7319 2020-07-19 05:25:43,676 - mmaction - INFO - Epoch [133][780/1253] lr: 1.426e-01, eta: 2 days, 3:54:41, time: 1.072, data_time: 0.004, memory: 9059, top1_acc: 0.4078, top5_acc: 0.6599, loss_cls: 2.6699, loss: 2.6699, grad_norm: 1.7180 2020-07-19 05:26:04,877 - mmaction - INFO - Epoch [133][800/1253] lr: 1.426e-01, eta: 2 days, 3:54:12, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4063, top5_acc: 0.6602, loss_cls: 2.6326, loss: 2.6326, grad_norm: 1.6740 2020-07-19 05:26:26,158 - mmaction - INFO - Epoch [133][820/1253] lr: 1.426e-01, eta: 2 days, 3:53:43, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4052, top5_acc: 0.6560, loss_cls: 2.6871, loss: 2.6871, grad_norm: 1.7240 2020-07-19 05:26:47,525 - mmaction - INFO - Epoch [133][840/1253] lr: 1.426e-01, eta: 2 days, 3:53:15, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3943, top5_acc: 0.6516, loss_cls: 2.7118, loss: 2.7118, grad_norm: 1.7150 2020-07-19 05:27:09,477 - mmaction - INFO - Epoch [133][860/1253] lr: 1.426e-01, eta: 2 days, 3:52:47, time: 1.098, data_time: 0.002, memory: 9059, top1_acc: 0.4115, top5_acc: 0.6576, loss_cls: 2.6226, loss: 2.6226, grad_norm: 1.7086 2020-07-19 05:27:30,853 - mmaction - INFO - Epoch [133][880/1253] lr: 1.426e-01, eta: 2 days, 3:52:18, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4023, top5_acc: 0.6568, loss_cls: 2.6767, loss: 2.6767, grad_norm: 1.6925 2020-07-19 05:27:52,734 - mmaction - INFO - Epoch [133][900/1253] lr: 1.426e-01, eta: 2 days, 3:51:50, time: 1.095, data_time: 0.002, memory: 9059, top1_acc: 0.4083, top5_acc: 0.6552, loss_cls: 2.6501, loss: 2.6501, grad_norm: 1.6944 2020-07-19 05:28:13,985 - mmaction - INFO - Epoch [133][920/1253] lr: 1.426e-01, eta: 2 days, 3:51:22, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4234, top5_acc: 0.6693, loss_cls: 2.6140, loss: 2.6140, grad_norm: 1.7054 2020-07-19 05:28:35,227 - mmaction - INFO - Epoch [133][940/1253] lr: 1.426e-01, eta: 2 days, 3:50:53, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4164, top5_acc: 0.6643, loss_cls: 2.5902, loss: 2.5902, grad_norm: 1.7017 2020-07-19 05:28:56,757 - mmaction - INFO - Epoch [133][960/1253] lr: 1.426e-01, eta: 2 days, 3:50:24, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.3966, top5_acc: 0.6492, loss_cls: 2.6818, loss: 2.6818, grad_norm: 1.7030 2020-07-19 05:29:18,240 - mmaction - INFO - Epoch [133][980/1253] lr: 1.426e-01, eta: 2 days, 3:49:56, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.4047, top5_acc: 0.6479, loss_cls: 2.6935, loss: 2.6935, grad_norm: 1.7150 2020-07-19 05:29:39,454 - mmaction - INFO - Epoch [133][1000/1253] lr: 1.426e-01, eta: 2 days, 3:49:27, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3953, top5_acc: 0.6396, loss_cls: 2.6930, loss: 2.6930, grad_norm: 1.7663 2020-07-19 05:30:01,102 - mmaction - INFO - Epoch [133][1020/1253] lr: 1.426e-01, eta: 2 days, 3:48:59, time: 1.082, data_time: 0.002, memory: 9059, top1_acc: 0.3888, top5_acc: 0.6427, loss_cls: 2.7502, loss: 2.7502, grad_norm: 1.7502 2020-07-19 05:30:23,119 - mmaction - INFO - Epoch [133][1040/1253] lr: 1.426e-01, eta: 2 days, 3:48:31, time: 1.100, data_time: 0.002, memory: 9059, top1_acc: 0.4081, top5_acc: 0.6589, loss_cls: 2.6796, loss: 2.6796, grad_norm: 1.6884 2020-07-19 05:30:44,307 - mmaction - INFO - Epoch [133][1060/1253] lr: 1.426e-01, eta: 2 days, 3:48:02, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4063, top5_acc: 0.6542, loss_cls: 2.6733, loss: 2.6733, grad_norm: 1.7246 2020-07-19 05:31:06,538 - mmaction - INFO - Epoch [133][1080/1253] lr: 1.426e-01, eta: 2 days, 3:47:35, time: 1.111, data_time: 0.002, memory: 9059, top1_acc: 0.4172, top5_acc: 0.6622, loss_cls: 2.6083, loss: 2.6083, grad_norm: 1.7010 2020-07-19 05:31:28,256 - mmaction - INFO - Epoch [133][1100/1253] lr: 1.426e-01, eta: 2 days, 3:47:07, time: 1.085, data_time: 0.002, memory: 9059, top1_acc: 0.3930, top5_acc: 0.6445, loss_cls: 2.7236, loss: 2.7236, grad_norm: 1.7690 2020-07-19 05:31:49,600 - mmaction - INFO - Epoch [133][1120/1253] lr: 1.426e-01, eta: 2 days, 3:46:38, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.4005, top5_acc: 0.6471, loss_cls: 2.7190, loss: 2.7190, grad_norm: 1.6842 2020-07-19 05:32:11,962 - mmaction - INFO - Epoch [133][1140/1253] lr: 1.426e-01, eta: 2 days, 3:46:11, time: 1.117, data_time: 0.002, memory: 9059, top1_acc: 0.4224, top5_acc: 0.6625, loss_cls: 2.6254, loss: 2.6254, grad_norm: 1.6715 2020-07-19 05:32:33,071 - mmaction - INFO - Epoch [133][1160/1253] lr: 1.426e-01, eta: 2 days, 3:45:42, time: 1.057, data_time: 0.003, memory: 9059, top1_acc: 0.3982, top5_acc: 0.6594, loss_cls: 2.6624, loss: 2.6624, grad_norm: 1.7286 2020-07-19 05:32:54,383 - mmaction - INFO - Epoch [133][1180/1253] lr: 1.426e-01, eta: 2 days, 3:45:13, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4013, top5_acc: 0.6500, loss_cls: 2.6914, loss: 2.6914, grad_norm: 1.7314 2020-07-19 05:33:15,575 - mmaction - INFO - Epoch [133][1200/1253] lr: 1.426e-01, eta: 2 days, 3:44:44, time: 1.061, data_time: 0.003, memory: 9059, top1_acc: 0.4029, top5_acc: 0.6581, loss_cls: 2.6805, loss: 2.6805, grad_norm: 1.6839 2020-07-19 05:33:36,902 - mmaction - INFO - Epoch [133][1220/1253] lr: 1.426e-01, eta: 2 days, 3:44:15, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4208, top5_acc: 0.6648, loss_cls: 2.6058, loss: 2.6058, grad_norm: 1.6900 2020-07-19 05:33:58,308 - mmaction - INFO - Epoch [133][1240/1253] lr: 1.426e-01, eta: 2 days, 3:43:47, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4169, top5_acc: 0.6596, loss_cls: 2.6497, loss: 2.6497, grad_norm: 1.7420 2020-07-19 05:37:21,136 - mmaction - INFO - Epoch [134][20/1253] lr: 1.408e-01, eta: 2 days, 3:46:53, time: 9.066, data_time: 7.860, memory: 9059, top1_acc: 0.4086, top5_acc: 0.6479, loss_cls: 2.6792, loss: 2.6792, grad_norm: 1.7436 2020-07-19 05:37:42,374 - mmaction - INFO - Epoch [134][40/1253] lr: 1.408e-01, eta: 2 days, 3:46:24, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4193, top5_acc: 0.6643, loss_cls: 2.5751, loss: 2.5751, grad_norm: 1.6982 2020-07-19 05:38:03,565 - mmaction - INFO - Epoch [134][60/1253] lr: 1.408e-01, eta: 2 days, 3:45:55, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4018, top5_acc: 0.6474, loss_cls: 2.7067, loss: 2.7067, grad_norm: 1.7333 2020-07-19 05:38:25,119 - mmaction - INFO - Epoch [134][80/1253] lr: 1.408e-01, eta: 2 days, 3:45:27, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.4125, top5_acc: 0.6615, loss_cls: 2.6311, loss: 2.6311, grad_norm: 1.7146 2020-07-19 05:38:46,679 - mmaction - INFO - Epoch [134][100/1253] lr: 1.408e-01, eta: 2 days, 3:44:58, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.4031, top5_acc: 0.6557, loss_cls: 2.6714, loss: 2.6714, grad_norm: 1.7297 2020-07-19 05:39:07,890 - mmaction - INFO - Epoch [134][120/1253] lr: 1.408e-01, eta: 2 days, 3:44:29, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4141, top5_acc: 0.6602, loss_cls: 2.6223, loss: 2.6223, grad_norm: 1.7193 2020-07-19 05:39:29,137 - mmaction - INFO - Epoch [134][140/1253] lr: 1.408e-01, eta: 2 days, 3:44:00, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4081, top5_acc: 0.6549, loss_cls: 2.6504, loss: 2.6504, grad_norm: 1.7204 2020-07-19 05:39:50,317 - mmaction - INFO - Epoch [134][160/1253] lr: 1.408e-01, eta: 2 days, 3:43:31, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4242, top5_acc: 0.6654, loss_cls: 2.5740, loss: 2.5740, grad_norm: 1.6833 2020-07-19 05:40:11,543 - mmaction - INFO - Epoch [134][180/1253] lr: 1.408e-01, eta: 2 days, 3:43:03, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4078, top5_acc: 0.6591, loss_cls: 2.6411, loss: 2.6411, grad_norm: 1.7691 2020-07-19 05:40:33,506 - mmaction - INFO - Epoch [134][200/1253] lr: 1.408e-01, eta: 2 days, 3:42:35, time: 1.099, data_time: 0.006, memory: 9059, top1_acc: 0.4052, top5_acc: 0.6573, loss_cls: 2.6443, loss: 2.6443, grad_norm: 1.7812 2020-07-19 05:40:55,507 - mmaction - INFO - Epoch [134][220/1253] lr: 1.408e-01, eta: 2 days, 3:42:07, time: 1.100, data_time: 0.002, memory: 9059, top1_acc: 0.4073, top5_acc: 0.6693, loss_cls: 2.6301, loss: 2.6301, grad_norm: 1.7382 2020-07-19 05:41:16,733 - mmaction - INFO - Epoch [134][240/1253] lr: 1.408e-01, eta: 2 days, 3:41:38, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4219, top5_acc: 0.6633, loss_cls: 2.6180, loss: 2.6180, grad_norm: 1.7001 2020-07-19 05:41:38,113 - mmaction - INFO - Epoch [134][260/1253] lr: 1.408e-01, eta: 2 days, 3:41:10, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4094, top5_acc: 0.6568, loss_cls: 2.6507, loss: 2.6507, grad_norm: 1.7199 2020-07-19 05:41:59,383 - mmaction - INFO - Epoch [134][280/1253] lr: 1.408e-01, eta: 2 days, 3:40:41, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.3948, top5_acc: 0.6544, loss_cls: 2.6668, loss: 2.6668, grad_norm: 1.7375 2020-07-19 05:42:20,780 - mmaction - INFO - Epoch [134][300/1253] lr: 1.408e-01, eta: 2 days, 3:40:12, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4096, top5_acc: 0.6563, loss_cls: 2.6480, loss: 2.6480, grad_norm: 1.7593 2020-07-19 05:42:41,899 - mmaction - INFO - Epoch [134][320/1253] lr: 1.408e-01, eta: 2 days, 3:39:43, time: 1.057, data_time: 0.003, memory: 9059, top1_acc: 0.4023, top5_acc: 0.6521, loss_cls: 2.6813, loss: 2.6813, grad_norm: 1.7033 2020-07-19 05:43:03,140 - mmaction - INFO - Epoch [134][340/1253] lr: 1.408e-01, eta: 2 days, 3:39:14, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4044, top5_acc: 0.6563, loss_cls: 2.6508, loss: 2.6508, grad_norm: 1.7687 2020-07-19 05:43:25,305 - mmaction - INFO - Epoch [134][360/1253] lr: 1.408e-01, eta: 2 days, 3:38:47, time: 1.110, data_time: 0.002, memory: 9059, top1_acc: 0.4169, top5_acc: 0.6628, loss_cls: 2.6096, loss: 2.6096, grad_norm: 1.7199 2020-07-19 05:43:46,537 - mmaction - INFO - Epoch [134][380/1253] lr: 1.408e-01, eta: 2 days, 3:38:18, time: 1.061, data_time: 0.001, memory: 9059, top1_acc: 0.4143, top5_acc: 0.6620, loss_cls: 2.6803, loss: 2.6803, grad_norm: 1.7431 2020-07-19 05:44:07,820 - mmaction - INFO - Epoch [134][400/1253] lr: 1.408e-01, eta: 2 days, 3:37:49, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4156, top5_acc: 0.6510, loss_cls: 2.6856, loss: 2.6856, grad_norm: 1.7209 2020-07-19 05:44:29,101 - mmaction - INFO - Epoch [134][420/1253] lr: 1.408e-01, eta: 2 days, 3:37:20, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.3888, top5_acc: 0.6521, loss_cls: 2.7238, loss: 2.7238, grad_norm: 1.7441 2020-07-19 05:44:50,497 - mmaction - INFO - Epoch [134][440/1253] lr: 1.408e-01, eta: 2 days, 3:36:52, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4102, top5_acc: 0.6573, loss_cls: 2.6570, loss: 2.6570, grad_norm: 1.6812 2020-07-19 05:45:11,748 - mmaction - INFO - Epoch [134][460/1253] lr: 1.408e-01, eta: 2 days, 3:36:23, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.4094, top5_acc: 0.6510, loss_cls: 2.6561, loss: 2.6561, grad_norm: 1.7310 2020-07-19 05:45:32,989 - mmaction - INFO - Epoch [134][480/1253] lr: 1.408e-01, eta: 2 days, 3:35:54, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4128, top5_acc: 0.6583, loss_cls: 2.6464, loss: 2.6464, grad_norm: 1.7321 2020-07-19 05:45:54,251 - mmaction - INFO - Epoch [134][500/1253] lr: 1.408e-01, eta: 2 days, 3:35:25, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.4201, top5_acc: 0.6599, loss_cls: 2.6557, loss: 2.6557, grad_norm: 1.7231 2020-07-19 05:46:16,159 - mmaction - INFO - Epoch [134][520/1253] lr: 1.408e-01, eta: 2 days, 3:34:57, time: 1.095, data_time: 0.002, memory: 9059, top1_acc: 0.4086, top5_acc: 0.6659, loss_cls: 2.6121, loss: 2.6121, grad_norm: 1.7161 2020-07-19 05:46:37,904 - mmaction - INFO - Epoch [134][540/1253] lr: 1.408e-01, eta: 2 days, 3:34:29, time: 1.089, data_time: 0.003, memory: 9059, top1_acc: 0.4039, top5_acc: 0.6596, loss_cls: 2.6616, loss: 2.6616, grad_norm: 1.7264 2020-07-19 05:46:59,287 - mmaction - INFO - Epoch [134][560/1253] lr: 1.408e-01, eta: 2 days, 3:34:01, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.4263, top5_acc: 0.6602, loss_cls: 2.6241, loss: 2.6241, grad_norm: 1.7125 2020-07-19 05:47:20,558 - mmaction - INFO - Epoch [134][580/1253] lr: 1.408e-01, eta: 2 days, 3:33:32, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4141, top5_acc: 0.6698, loss_cls: 2.6169, loss: 2.6169, grad_norm: 1.7167 2020-07-19 05:47:41,792 - mmaction - INFO - Epoch [134][600/1253] lr: 1.408e-01, eta: 2 days, 3:33:03, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4029, top5_acc: 0.6435, loss_cls: 2.6947, loss: 2.6947, grad_norm: 1.7057 2020-07-19 05:48:03,083 - mmaction - INFO - Epoch [134][620/1253] lr: 1.408e-01, eta: 2 days, 3:32:35, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4128, top5_acc: 0.6612, loss_cls: 2.6336, loss: 2.6336, grad_norm: 1.6971 2020-07-19 05:48:24,290 - mmaction - INFO - Epoch [134][640/1253] lr: 1.408e-01, eta: 2 days, 3:32:06, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4081, top5_acc: 0.6617, loss_cls: 2.6197, loss: 2.6197, grad_norm: 1.7455 2020-07-19 05:48:45,488 - mmaction - INFO - Epoch [134][660/1253] lr: 1.408e-01, eta: 2 days, 3:31:37, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4068, top5_acc: 0.6690, loss_cls: 2.6376, loss: 2.6376, grad_norm: 1.7490 2020-07-19 05:49:06,757 - mmaction - INFO - Epoch [134][680/1253] lr: 1.408e-01, eta: 2 days, 3:31:08, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.3953, top5_acc: 0.6573, loss_cls: 2.6830, loss: 2.6830, grad_norm: 1.6870 2020-07-19 05:49:28,340 - mmaction - INFO - Epoch [134][700/1253] lr: 1.408e-01, eta: 2 days, 3:30:40, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.4039, top5_acc: 0.6641, loss_cls: 2.6216, loss: 2.6216, grad_norm: 1.7456 2020-07-19 05:49:50,207 - mmaction - INFO - Epoch [134][720/1253] lr: 1.408e-01, eta: 2 days, 3:30:12, time: 1.094, data_time: 0.005, memory: 9059, top1_acc: 0.4154, top5_acc: 0.6526, loss_cls: 2.6778, loss: 2.6778, grad_norm: 1.7065 2020-07-19 05:50:11,519 - mmaction - INFO - Epoch [134][740/1253] lr: 1.408e-01, eta: 2 days, 3:29:43, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4055, top5_acc: 0.6549, loss_cls: 2.6543, loss: 2.6543, grad_norm: 1.7363 2020-07-19 05:50:32,739 - mmaction - INFO - Epoch [134][760/1253] lr: 1.408e-01, eta: 2 days, 3:29:14, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4109, top5_acc: 0.6526, loss_cls: 2.6393, loss: 2.6393, grad_norm: 1.7295 2020-07-19 05:50:54,117 - mmaction - INFO - Epoch [134][780/1253] lr: 1.408e-01, eta: 2 days, 3:28:46, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4182, top5_acc: 0.6758, loss_cls: 2.5997, loss: 2.5997, grad_norm: 1.7302 2020-07-19 05:51:15,301 - mmaction - INFO - Epoch [134][800/1253] lr: 1.408e-01, eta: 2 days, 3:28:17, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4049, top5_acc: 0.6563, loss_cls: 2.6476, loss: 2.6476, grad_norm: 1.7247 2020-07-19 05:51:36,722 - mmaction - INFO - Epoch [134][820/1253] lr: 1.408e-01, eta: 2 days, 3:27:48, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4076, top5_acc: 0.6555, loss_cls: 2.6714, loss: 2.6714, grad_norm: 1.7420 2020-07-19 05:51:57,932 - mmaction - INFO - Epoch [134][840/1253] lr: 1.408e-01, eta: 2 days, 3:27:20, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.3961, top5_acc: 0.6456, loss_cls: 2.7228, loss: 2.7228, grad_norm: 1.7320 2020-07-19 05:52:19,126 - mmaction - INFO - Epoch [134][860/1253] lr: 1.408e-01, eta: 2 days, 3:26:51, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4102, top5_acc: 0.6536, loss_cls: 2.6344, loss: 2.6344, grad_norm: 1.6967 2020-07-19 05:52:40,315 - mmaction - INFO - Epoch [134][880/1253] lr: 1.408e-01, eta: 2 days, 3:26:22, time: 1.061, data_time: 0.003, memory: 9059, top1_acc: 0.4070, top5_acc: 0.6508, loss_cls: 2.6901, loss: 2.6901, grad_norm: 1.7223 2020-07-19 05:53:01,438 - mmaction - INFO - Epoch [134][900/1253] lr: 1.408e-01, eta: 2 days, 3:25:53, time: 1.056, data_time: 0.001, memory: 9059, top1_acc: 0.4190, top5_acc: 0.6745, loss_cls: 2.6066, loss: 2.6066, grad_norm: 1.7060 2020-07-19 05:53:22,885 - mmaction - INFO - Epoch [134][920/1253] lr: 1.408e-01, eta: 2 days, 3:25:24, time: 1.072, data_time: 0.001, memory: 9059, top1_acc: 0.4049, top5_acc: 0.6443, loss_cls: 2.6958, loss: 2.6958, grad_norm: 1.7649 2020-07-19 05:53:44,137 - mmaction - INFO - Epoch [134][940/1253] lr: 1.408e-01, eta: 2 days, 3:24:56, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4029, top5_acc: 0.6474, loss_cls: 2.6933, loss: 2.6933, grad_norm: 1.7320 2020-07-19 05:54:05,345 - mmaction - INFO - Epoch [134][960/1253] lr: 1.408e-01, eta: 2 days, 3:24:27, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4240, top5_acc: 0.6552, loss_cls: 2.6490, loss: 2.6490, grad_norm: 1.7385 2020-07-19 05:54:26,782 - mmaction - INFO - Epoch [134][980/1253] lr: 1.408e-01, eta: 2 days, 3:23:58, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3992, top5_acc: 0.6568, loss_cls: 2.6726, loss: 2.6726, grad_norm: 1.7230 2020-07-19 05:54:48,091 - mmaction - INFO - Epoch [134][1000/1253] lr: 1.408e-01, eta: 2 days, 3:23:30, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4086, top5_acc: 0.6594, loss_cls: 2.6419, loss: 2.6419, grad_norm: 1.7196 2020-07-19 05:55:09,660 - mmaction - INFO - Epoch [134][1020/1253] lr: 1.408e-01, eta: 2 days, 3:23:02, time: 1.079, data_time: 0.003, memory: 9059, top1_acc: 0.4214, top5_acc: 0.6599, loss_cls: 2.6185, loss: 2.6185, grad_norm: 1.7190 2020-07-19 05:55:30,997 - mmaction - INFO - Epoch [134][1040/1253] lr: 1.408e-01, eta: 2 days, 3:22:33, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4063, top5_acc: 0.6438, loss_cls: 2.7048, loss: 2.7048, grad_norm: 1.7710 2020-07-19 05:55:52,308 - mmaction - INFO - Epoch [134][1060/1253] lr: 1.408e-01, eta: 2 days, 3:22:04, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.3974, top5_acc: 0.6516, loss_cls: 2.6673, loss: 2.6673, grad_norm: 1.7454 2020-07-19 05:56:13,780 - mmaction - INFO - Epoch [134][1080/1253] lr: 1.408e-01, eta: 2 days, 3:21:36, time: 1.074, data_time: 0.001, memory: 9059, top1_acc: 0.4120, top5_acc: 0.6615, loss_cls: 2.6187, loss: 2.6187, grad_norm: 1.7243 2020-07-19 05:56:34,984 - mmaction - INFO - Epoch [134][1100/1253] lr: 1.408e-01, eta: 2 days, 3:21:07, time: 1.059, data_time: 0.001, memory: 9059, top1_acc: 0.4164, top5_acc: 0.6615, loss_cls: 2.6359, loss: 2.6359, grad_norm: 1.7570 2020-07-19 05:56:56,354 - mmaction - INFO - Epoch [134][1120/1253] lr: 1.408e-01, eta: 2 days, 3:20:39, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4109, top5_acc: 0.6581, loss_cls: 2.6513, loss: 2.6513, grad_norm: 1.7278 2020-07-19 05:57:17,602 - mmaction - INFO - Epoch [134][1140/1253] lr: 1.408e-01, eta: 2 days, 3:20:10, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.4049, top5_acc: 0.6570, loss_cls: 2.6626, loss: 2.6626, grad_norm: 1.6965 2020-07-19 05:57:39,199 - mmaction - INFO - Epoch [134][1160/1253] lr: 1.408e-01, eta: 2 days, 3:19:42, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.4190, top5_acc: 0.6570, loss_cls: 2.6340, loss: 2.6340, grad_norm: 1.7354 2020-07-19 05:58:01,355 - mmaction - INFO - Epoch [134][1180/1253] lr: 1.408e-01, eta: 2 days, 3:19:14, time: 1.108, data_time: 0.002, memory: 9059, top1_acc: 0.3953, top5_acc: 0.6641, loss_cls: 2.6626, loss: 2.6626, grad_norm: 1.7381 2020-07-19 05:58:22,579 - mmaction - INFO - Epoch [134][1200/1253] lr: 1.408e-01, eta: 2 days, 3:18:46, time: 1.061, data_time: 0.001, memory: 9059, top1_acc: 0.4104, top5_acc: 0.6781, loss_cls: 2.5900, loss: 2.5900, grad_norm: 1.6770 2020-07-19 05:58:43,811 - mmaction - INFO - Epoch [134][1220/1253] lr: 1.408e-01, eta: 2 days, 3:18:17, time: 1.061, data_time: 0.001, memory: 9059, top1_acc: 0.4068, top5_acc: 0.6641, loss_cls: 2.6544, loss: 2.6544, grad_norm: 1.7836 2020-07-19 05:59:05,791 - mmaction - INFO - Epoch [134][1240/1253] lr: 1.408e-01, eta: 2 days, 3:17:49, time: 1.099, data_time: 0.002, memory: 9059, top1_acc: 0.3919, top5_acc: 0.6552, loss_cls: 2.6805, loss: 2.6805, grad_norm: 1.6601 2020-07-19 06:03:02,546 - mmaction - INFO - Epoch [135][20/1253] lr: 1.390e-01, eta: 2 days, 3:21:47, time: 10.863, data_time: 9.610, memory: 9059, top1_acc: 0.3974, top5_acc: 0.6495, loss_cls: 2.6819, loss: 2.6819, grad_norm: 1.6899 2020-07-19 06:03:23,782 - mmaction - INFO - Epoch [135][40/1253] lr: 1.390e-01, eta: 2 days, 3:21:18, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.4065, top5_acc: 0.6646, loss_cls: 2.6568, loss: 2.6568, grad_norm: 1.7113 2020-07-19 06:03:45,083 - mmaction - INFO - Epoch [135][60/1253] lr: 1.390e-01, eta: 2 days, 3:20:49, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4112, top5_acc: 0.6565, loss_cls: 2.6430, loss: 2.6430, grad_norm: 1.7436 2020-07-19 06:04:06,833 - mmaction - INFO - Epoch [135][80/1253] lr: 1.390e-01, eta: 2 days, 3:20:21, time: 1.089, data_time: 0.004, memory: 9059, top1_acc: 0.4120, top5_acc: 0.6581, loss_cls: 2.6740, loss: 2.6740, grad_norm: 1.7302 2020-07-19 06:04:28,167 - mmaction - INFO - Epoch [135][100/1253] lr: 1.390e-01, eta: 2 days, 3:19:53, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4315, top5_acc: 0.6792, loss_cls: 2.5602, loss: 2.5602, grad_norm: 1.7365 2020-07-19 06:04:49,519 - mmaction - INFO - Epoch [135][120/1253] lr: 1.390e-01, eta: 2 days, 3:19:24, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4094, top5_acc: 0.6563, loss_cls: 2.6503, loss: 2.6503, grad_norm: 1.7361 2020-07-19 06:05:10,883 - mmaction - INFO - Epoch [135][140/1253] lr: 1.390e-01, eta: 2 days, 3:18:55, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.4263, top5_acc: 0.6667, loss_cls: 2.5733, loss: 2.5733, grad_norm: 1.6979 2020-07-19 06:05:32,120 - mmaction - INFO - Epoch [135][160/1253] lr: 1.390e-01, eta: 2 days, 3:18:27, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4117, top5_acc: 0.6664, loss_cls: 2.6415, loss: 2.6415, grad_norm: 1.7617 2020-07-19 06:05:53,575 - mmaction - INFO - Epoch [135][180/1253] lr: 1.390e-01, eta: 2 days, 3:17:58, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.4013, top5_acc: 0.6542, loss_cls: 2.6847, loss: 2.6847, grad_norm: 1.7063 2020-07-19 06:06:15,187 - mmaction - INFO - Epoch [135][200/1253] lr: 1.390e-01, eta: 2 days, 3:17:30, time: 1.080, data_time: 0.001, memory: 9059, top1_acc: 0.4169, top5_acc: 0.6698, loss_cls: 2.6045, loss: 2.6045, grad_norm: 1.7175 2020-07-19 06:06:36,646 - mmaction - INFO - Epoch [135][220/1253] lr: 1.390e-01, eta: 2 days, 3:17:01, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.4063, top5_acc: 0.6669, loss_cls: 2.6230, loss: 2.6230, grad_norm: 1.7337 2020-07-19 06:06:58,047 - mmaction - INFO - Epoch [135][240/1253] lr: 1.390e-01, eta: 2 days, 3:16:33, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4120, top5_acc: 0.6651, loss_cls: 2.6266, loss: 2.6266, grad_norm: 1.7159 2020-07-19 06:07:19,349 - mmaction - INFO - Epoch [135][260/1253] lr: 1.390e-01, eta: 2 days, 3:16:04, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4000, top5_acc: 0.6565, loss_cls: 2.7034, loss: 2.7034, grad_norm: 1.7483 2020-07-19 06:07:40,544 - mmaction - INFO - Epoch [135][280/1253] lr: 1.390e-01, eta: 2 days, 3:15:35, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4076, top5_acc: 0.6740, loss_cls: 2.6133, loss: 2.6133, grad_norm: 1.7391 2020-07-19 06:08:02,329 - mmaction - INFO - Epoch [135][300/1253] lr: 1.390e-01, eta: 2 days, 3:15:07, time: 1.089, data_time: 0.002, memory: 9059, top1_acc: 0.4057, top5_acc: 0.6604, loss_cls: 2.6566, loss: 2.6566, grad_norm: 1.7688 2020-07-19 06:08:23,665 - mmaction - INFO - Epoch [135][320/1253] lr: 1.390e-01, eta: 2 days, 3:14:39, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4344, top5_acc: 0.6758, loss_cls: 2.5408, loss: 2.5408, grad_norm: 1.7083 2020-07-19 06:08:44,794 - mmaction - INFO - Epoch [135][340/1253] lr: 1.390e-01, eta: 2 days, 3:14:10, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.4034, top5_acc: 0.6583, loss_cls: 2.6675, loss: 2.6675, grad_norm: 1.7579 2020-07-19 06:09:06,609 - mmaction - INFO - Epoch [135][360/1253] lr: 1.390e-01, eta: 2 days, 3:13:42, time: 1.092, data_time: 0.002, memory: 9059, top1_acc: 0.4138, top5_acc: 0.6552, loss_cls: 2.6632, loss: 2.6632, grad_norm: 1.7526 2020-07-19 06:09:27,953 - mmaction - INFO - Epoch [135][380/1253] lr: 1.390e-01, eta: 2 days, 3:13:13, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.4185, top5_acc: 0.6656, loss_cls: 2.5983, loss: 2.5983, grad_norm: 1.7050 2020-07-19 06:09:49,257 - mmaction - INFO - Epoch [135][400/1253] lr: 1.390e-01, eta: 2 days, 3:12:45, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.4266, top5_acc: 0.6708, loss_cls: 2.5809, loss: 2.5809, grad_norm: 1.7135 2020-07-19 06:10:10,382 - mmaction - INFO - Epoch [135][420/1253] lr: 1.390e-01, eta: 2 days, 3:12:16, time: 1.055, data_time: 0.002, memory: 9059, top1_acc: 0.4034, top5_acc: 0.6549, loss_cls: 2.6881, loss: 2.6881, grad_norm: 1.7618 2020-07-19 06:10:31,745 - mmaction - INFO - Epoch [135][440/1253] lr: 1.390e-01, eta: 2 days, 3:11:47, time: 1.069, data_time: 0.004, memory: 9059, top1_acc: 0.4102, top5_acc: 0.6622, loss_cls: 2.6420, loss: 2.6420, grad_norm: 1.6907 2020-07-19 06:10:53,131 - mmaction - INFO - Epoch [135][460/1253] lr: 1.390e-01, eta: 2 days, 3:11:19, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4143, top5_acc: 0.6719, loss_cls: 2.5563, loss: 2.5563, grad_norm: 1.7120 2020-07-19 06:11:14,308 - mmaction - INFO - Epoch [135][480/1253] lr: 1.390e-01, eta: 2 days, 3:10:50, time: 1.058, data_time: 0.001, memory: 9059, top1_acc: 0.4203, top5_acc: 0.6482, loss_cls: 2.6676, loss: 2.6676, grad_norm: 1.7311 2020-07-19 06:11:35,893 - mmaction - INFO - Epoch [135][500/1253] lr: 1.390e-01, eta: 2 days, 3:10:22, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.3987, top5_acc: 0.6609, loss_cls: 2.6542, loss: 2.6542, grad_norm: 1.7329 2020-07-19 06:11:57,130 - mmaction - INFO - Epoch [135][520/1253] lr: 1.390e-01, eta: 2 days, 3:09:53, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4000, top5_acc: 0.6539, loss_cls: 2.6583, loss: 2.6583, grad_norm: 1.7026 2020-07-19 06:12:18,389 - mmaction - INFO - Epoch [135][540/1253] lr: 1.390e-01, eta: 2 days, 3:09:24, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4195, top5_acc: 0.6695, loss_cls: 2.6017, loss: 2.6017, grad_norm: 1.7214 2020-07-19 06:12:39,859 - mmaction - INFO - Epoch [135][560/1253] lr: 1.390e-01, eta: 2 days, 3:08:56, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.4096, top5_acc: 0.6648, loss_cls: 2.6190, loss: 2.6190, grad_norm: 1.7191 2020-07-19 06:13:01,119 - mmaction - INFO - Epoch [135][580/1253] lr: 1.390e-01, eta: 2 days, 3:08:27, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4128, top5_acc: 0.6641, loss_cls: 2.6382, loss: 2.6382, grad_norm: 1.7215 2020-07-19 06:13:22,313 - mmaction - INFO - Epoch [135][600/1253] lr: 1.390e-01, eta: 2 days, 3:07:58, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.4063, top5_acc: 0.6513, loss_cls: 2.6560, loss: 2.6560, grad_norm: 1.7447 2020-07-19 06:13:43,568 - mmaction - INFO - Epoch [135][620/1253] lr: 1.390e-01, eta: 2 days, 3:07:30, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.4156, top5_acc: 0.6635, loss_cls: 2.5963, loss: 2.5963, grad_norm: 1.7276 2020-07-19 06:14:05,013 - mmaction - INFO - Epoch [135][640/1253] lr: 1.390e-01, eta: 2 days, 3:07:01, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.4042, top5_acc: 0.6563, loss_cls: 2.6746, loss: 2.6746, grad_norm: 1.7210 2020-07-19 06:14:26,572 - mmaction - INFO - Epoch [135][660/1253] lr: 1.390e-01, eta: 2 days, 3:06:33, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.4146, top5_acc: 0.6648, loss_cls: 2.6127, loss: 2.6127, grad_norm: 1.7297 2020-07-19 06:14:48,013 - mmaction - INFO - Epoch [135][680/1253] lr: 1.390e-01, eta: 2 days, 3:06:05, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.3969, top5_acc: 0.6565, loss_cls: 2.6638, loss: 2.6638, grad_norm: 1.7110 2020-07-19 06:15:09,161 - mmaction - INFO - Epoch [135][700/1253] lr: 1.390e-01, eta: 2 days, 3:05:36, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.4141, top5_acc: 0.6721, loss_cls: 2.6087, loss: 2.6087, grad_norm: 1.7199 2020-07-19 06:15:30,518 - mmaction - INFO - Epoch [135][720/1253] lr: 1.390e-01, eta: 2 days, 3:05:07, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4188, top5_acc: 0.6688, loss_cls: 2.6149, loss: 2.6149, grad_norm: 1.7198 2020-07-19 06:15:52,425 - mmaction - INFO - Epoch [135][740/1253] lr: 1.390e-01, eta: 2 days, 3:04:40, time: 1.097, data_time: 0.003, memory: 9059, top1_acc: 0.4122, top5_acc: 0.6740, loss_cls: 2.6142, loss: 2.6142, grad_norm: 1.7542 2020-07-19 06:16:13,842 - mmaction - INFO - Epoch [135][760/1253] lr: 1.390e-01, eta: 2 days, 3:04:11, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4070, top5_acc: 0.6565, loss_cls: 2.6688, loss: 2.6688, grad_norm: 1.7408 2020-07-19 06:16:35,525 - mmaction - INFO - Epoch [135][780/1253] lr: 1.390e-01, eta: 2 days, 3:03:43, time: 1.084, data_time: 0.002, memory: 9059, top1_acc: 0.4188, top5_acc: 0.6604, loss_cls: 2.6055, loss: 2.6055, grad_norm: 1.7083 2020-07-19 06:16:56,904 - mmaction - INFO - Epoch [135][800/1253] lr: 1.390e-01, eta: 2 days, 3:03:15, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.3935, top5_acc: 0.6422, loss_cls: 2.7431, loss: 2.7431, grad_norm: 1.7876 2020-07-19 06:17:18,069 - mmaction - INFO - Epoch [135][820/1253] lr: 1.390e-01, eta: 2 days, 3:02:46, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.4117, top5_acc: 0.6518, loss_cls: 2.6867, loss: 2.6867, grad_norm: 1.7507 2020-07-19 06:17:39,660 - mmaction - INFO - Epoch [135][840/1253] lr: 1.390e-01, eta: 2 days, 3:02:18, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.4109, top5_acc: 0.6594, loss_cls: 2.6636, loss: 2.6636, grad_norm: 1.7361 2020-07-19 06:18:00,977 - mmaction - INFO - Epoch [135][860/1253] lr: 1.390e-01, eta: 2 days, 3:01:49, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.4018, top5_acc: 0.6555, loss_cls: 2.7039, loss: 2.7039, grad_norm: 1.7277 2020-07-19 06:18:22,444 - mmaction - INFO - Epoch [135][880/1253] lr: 1.390e-01, eta: 2 days, 3:01:21, time: 1.073, data_time: 0.001, memory: 9059, top1_acc: 0.4112, top5_acc: 0.6667, loss_cls: 2.6301, loss: 2.6301, grad_norm: 1.7134 2020-07-19 06:18:43,611 - mmaction - INFO - Epoch [135][900/1253] lr: 1.390e-01, eta: 2 days, 3:00:52, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4313, top5_acc: 0.6807, loss_cls: 2.5477, loss: 2.5477, grad_norm: 1.7050 2020-07-19 06:19:05,142 - mmaction - INFO - Epoch [135][920/1253] lr: 1.390e-01, eta: 2 days, 3:00:24, time: 1.076, data_time: 0.001, memory: 9059, top1_acc: 0.4094, top5_acc: 0.6664, loss_cls: 2.6397, loss: 2.6397, grad_norm: 1.7698 2020-07-19 06:19:26,726 - mmaction - INFO - Epoch [135][940/1253] lr: 1.390e-01, eta: 2 days, 2:59:56, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.4125, top5_acc: 0.6484, loss_cls: 2.6842, loss: 2.6842, grad_norm: 1.7342 2020-07-19 06:19:48,107 - mmaction - INFO - Epoch [135][960/1253] lr: 1.390e-01, eta: 2 days, 2:59:27, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4148, top5_acc: 0.6604, loss_cls: 2.6352, loss: 2.6352, grad_norm: 1.7258 2020-07-19 06:20:09,261 - mmaction - INFO - Epoch [135][980/1253] lr: 1.390e-01, eta: 2 days, 2:58:58, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.4076, top5_acc: 0.6557, loss_cls: 2.6493, loss: 2.6493, grad_norm: 1.7059 2020-07-19 06:20:30,473 - mmaction - INFO - Epoch [135][1000/1253] lr: 1.390e-01, eta: 2 days, 2:58:30, time: 1.061, data_time: 0.003, memory: 9059, top1_acc: 0.4039, top5_acc: 0.6576, loss_cls: 2.6401, loss: 2.6401, grad_norm: 1.7452 2020-07-19 06:20:52,664 - mmaction - INFO - Epoch [135][1020/1253] lr: 1.390e-01, eta: 2 days, 2:58:02, time: 1.109, data_time: 0.002, memory: 9059, top1_acc: 0.4096, top5_acc: 0.6510, loss_cls: 2.6626, loss: 2.6626, grad_norm: 1.7150 2020-07-19 06:21:14,069 - mmaction - INFO - Epoch [135][1040/1253] lr: 1.390e-01, eta: 2 days, 2:57:34, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.4068, top5_acc: 0.6633, loss_cls: 2.6473, loss: 2.6473, grad_norm: 1.7377 2020-07-19 06:21:35,424 - mmaction - INFO - Epoch [135][1060/1253] lr: 1.390e-01, eta: 2 days, 2:57:05, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.4049, top5_acc: 0.6612, loss_cls: 2.6634, loss: 2.6634, grad_norm: 1.7341 2020-07-19 06:21:56,616 - mmaction - INFO - Epoch [135][1080/1253] lr: 1.390e-01, eta: 2 days, 2:56:37, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4138, top5_acc: 0.6646, loss_cls: 2.6088, loss: 2.6088, grad_norm: 1.7109 2020-07-19 06:22:18,135 - mmaction - INFO - Epoch [135][1100/1253] lr: 1.390e-01, eta: 2 days, 2:56:08, time: 1.075, data_time: 0.001, memory: 9059, top1_acc: 0.3977, top5_acc: 0.6526, loss_cls: 2.6910, loss: 2.6910, grad_norm: 1.7704 2020-07-19 06:22:39,681 - mmaction - INFO - Epoch [135][1120/1253] lr: 1.390e-01, eta: 2 days, 2:55:40, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.3982, top5_acc: 0.6544, loss_cls: 2.7089, loss: 2.7089, grad_norm: 1.7023 2020-07-19 06:23:01,262 - mmaction - INFO - Epoch [135][1140/1253] lr: 1.390e-01, eta: 2 days, 2:55:12, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.4060, top5_acc: 0.6680, loss_cls: 2.6466, loss: 2.6466, grad_norm: 1.7443 2020-07-19 06:23:25,319 - mmaction - INFO - Epoch [135][1160/1253] lr: 1.390e-01, eta: 2 days, 2:54:48, time: 1.203, data_time: 0.003, memory: 9059, top1_acc: 0.4130, top5_acc: 0.6458, loss_cls: 2.7055, loss: 2.7055, grad_norm: 1.7226 2020-07-19 06:23:47,470 - mmaction - INFO - Epoch [135][1180/1253] lr: 1.390e-01, eta: 2 days, 2:54:21, time: 1.108, data_time: 0.002, memory: 9059, top1_acc: 0.4049, top5_acc: 0.6544, loss_cls: 2.6694, loss: 2.6694, grad_norm: 1.7408 2020-07-19 06:24:08,661 - mmaction - INFO - Epoch [135][1200/1253] lr: 1.390e-01, eta: 2 days, 2:53:52, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.4081, top5_acc: 0.6604, loss_cls: 2.6602, loss: 2.6602, grad_norm: 1.7174 2020-07-19 06:24:29,894 - mmaction - INFO - Epoch [135][1220/1253] lr: 1.390e-01, eta: 2 days, 2:53:23, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.4193, top5_acc: 0.6810, loss_cls: 2.5530, loss: 2.5530, grad_norm: 1.7302 2020-07-19 06:24:51,346 - mmaction - INFO - Epoch [135][1240/1253] lr: 1.390e-01, eta: 2 days, 2:52:55, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.4102, top5_acc: 0.6758, loss_cls: 2.6073, loss: 2.6073, grad_norm: 1.7305 2020-07-19 06:28:23,891 - mmaction - INFO - Epoch [136][20/1253] lr: 1.371e-01, eta: 2 days, 2:56:08, time: 9.617, data_time: 8.315, memory: 9059, top1_acc: 0.4352, top5_acc: 0.6768, loss_cls: 2.5529, loss: 2.5529, grad_norm: 1.7033 2020-07-19 06:28:45,159 - mmaction - INFO - Epoch [136][40/1253] lr: 1.371e-01, eta: 2 days, 2:55:40, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4143, top5_acc: 0.6680, loss_cls: 2.6266, loss: 2.6266, grad_norm: 1.7518 2020-07-19 06:29:06,551 - mmaction - INFO - Epoch [136][60/1253] lr: 1.371e-01, eta: 2 days, 2:55:11, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4125, top5_acc: 0.6690, loss_cls: 2.5944, loss: 2.5944, grad_norm: 1.7075 2020-07-19 06:29:28,148 - mmaction - INFO - Epoch [136][80/1253] lr: 1.371e-01, eta: 2 days, 2:54:43, time: 1.081, data_time: 0.001, memory: 9059, top1_acc: 0.4182, top5_acc: 0.6594, loss_cls: 2.6020, loss: 2.6020, grad_norm: 1.7341 2020-07-19 06:29:49,340 - mmaction - INFO - Epoch [136][100/1253] lr: 1.371e-01, eta: 2 days, 2:54:14, time: 1.058, data_time: 0.001, memory: 9059, top1_acc: 0.4068, top5_acc: 0.6615, loss_cls: 2.6180, loss: 2.6180, grad_norm: 1.7422 2020-07-19 06:30:11,589 - mmaction - INFO - Epoch [136][120/1253] lr: 1.371e-01, eta: 2 days, 2:53:47, time: 1.113, data_time: 0.002, memory: 9059, top1_acc: 0.4242, top5_acc: 0.6719, loss_cls: 2.5981, loss: 2.5981, grad_norm: 1.7271 2020-07-19 06:30:33,001 - mmaction - INFO - Epoch [136][140/1253] lr: 1.371e-01, eta: 2 days, 2:53:19, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4221, top5_acc: 0.6737, loss_cls: 2.5768, loss: 2.5768, grad_norm: 1.7453 2020-07-19 06:30:54,429 - mmaction - INFO - Epoch [136][160/1253] lr: 1.371e-01, eta: 2 days, 2:52:50, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4169, top5_acc: 0.6688, loss_cls: 2.5975, loss: 2.5975, grad_norm: 1.7229 2020-07-19 06:31:15,684 - mmaction - INFO - Epoch [136][180/1253] lr: 1.371e-01, eta: 2 days, 2:52:22, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4109, top5_acc: 0.6630, loss_cls: 2.6327, loss: 2.6327, grad_norm: 1.7722 2020-07-19 06:31:37,140 - mmaction - INFO - Epoch [136][200/1253] lr: 1.371e-01, eta: 2 days, 2:51:53, time: 1.071, data_time: 0.003, memory: 9059, top1_acc: 0.4276, top5_acc: 0.6721, loss_cls: 2.5668, loss: 2.5668, grad_norm: 1.7257 2020-07-19 06:31:58,637 - mmaction - INFO - Epoch [136][220/1253] lr: 1.371e-01, eta: 2 days, 2:51:25, time: 1.078, data_time: 0.005, memory: 9059, top1_acc: 0.4068, top5_acc: 0.6563, loss_cls: 2.6548, loss: 2.6548, grad_norm: 1.7742 2020-07-19 06:32:20,289 - mmaction - INFO - Epoch [136][240/1253] lr: 1.371e-01, eta: 2 days, 2:50:57, time: 1.082, data_time: 0.002, memory: 9059, top1_acc: 0.4096, top5_acc: 0.6576, loss_cls: 2.6546, loss: 2.6546, grad_norm: 1.7737 2020-07-19 06:32:41,584 - mmaction - INFO - Epoch [136][260/1253] lr: 1.371e-01, eta: 2 days, 2:50:28, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4255, top5_acc: 0.6794, loss_cls: 2.5652, loss: 2.5652, grad_norm: 1.7233 2020-07-19 06:33:02,876 - mmaction - INFO - Epoch [136][280/1253] lr: 1.371e-01, eta: 2 days, 2:50:00, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.4109, top5_acc: 0.6620, loss_cls: 2.6593, loss: 2.6593, grad_norm: 1.7687 2020-07-19 06:33:24,130 - mmaction - INFO - Epoch [136][300/1253] lr: 1.371e-01, eta: 2 days, 2:49:31, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4039, top5_acc: 0.6560, loss_cls: 2.6614, loss: 2.6614, grad_norm: 1.7525 2020-07-19 06:33:45,879 - mmaction - INFO - Epoch [136][320/1253] lr: 1.371e-01, eta: 2 days, 2:49:03, time: 1.088, data_time: 0.002, memory: 9059, top1_acc: 0.4128, top5_acc: 0.6565, loss_cls: 2.6410, loss: 2.6410, grad_norm: 1.6968 2020-07-19 06:34:07,191 - mmaction - INFO - Epoch [136][340/1253] lr: 1.371e-01, eta: 2 days, 2:48:35, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4211, top5_acc: 0.6703, loss_cls: 2.5971, loss: 2.5971, grad_norm: 1.7546 2020-07-19 06:34:28,927 - mmaction - INFO - Epoch [136][360/1253] lr: 1.371e-01, eta: 2 days, 2:48:07, time: 1.087, data_time: 0.002, memory: 9059, top1_acc: 0.4044, top5_acc: 0.6487, loss_cls: 2.6790, loss: 2.6790, grad_norm: 1.7426 2020-07-19 06:34:50,886 - mmaction - INFO - Epoch [136][380/1253] lr: 1.371e-01, eta: 2 days, 2:47:39, time: 1.098, data_time: 0.002, memory: 9059, top1_acc: 0.4266, top5_acc: 0.6771, loss_cls: 2.5842, loss: 2.5842, grad_norm: 1.7314 2020-07-19 06:35:12,771 - mmaction - INFO - Epoch [136][400/1253] lr: 1.371e-01, eta: 2 days, 2:47:12, time: 1.094, data_time: 0.002, memory: 9059, top1_acc: 0.4115, top5_acc: 0.6612, loss_cls: 2.6520, loss: 2.6520, grad_norm: 1.7449 2020-07-19 06:35:34,541 - mmaction - INFO - Epoch [136][420/1253] lr: 1.371e-01, eta: 2 days, 2:46:44, time: 1.089, data_time: 0.003, memory: 9059, top1_acc: 0.4232, top5_acc: 0.6586, loss_cls: 2.6205, loss: 2.6205, grad_norm: 1.7196 2020-07-19 06:35:55,807 - mmaction - INFO - Epoch [136][440/1253] lr: 1.371e-01, eta: 2 days, 2:46:15, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4039, top5_acc: 0.6615, loss_cls: 2.6305, loss: 2.6305, grad_norm: 1.7644 2020-07-19 06:36:17,028 - mmaction - INFO - Epoch [136][460/1253] lr: 1.371e-01, eta: 2 days, 2:45:46, time: 1.058, data_time: 0.001, memory: 9059, top1_acc: 0.4169, top5_acc: 0.6711, loss_cls: 2.5893, loss: 2.5893, grad_norm: 1.7443 2020-07-19 06:36:38,631 - mmaction - INFO - Epoch [136][480/1253] lr: 1.371e-01, eta: 2 days, 2:45:18, time: 1.082, data_time: 0.004, memory: 9059, top1_acc: 0.4151, top5_acc: 0.6641, loss_cls: 2.6346, loss: 2.6346, grad_norm: 1.7643 2020-07-19 06:37:00,419 - mmaction - INFO - Epoch [136][500/1253] lr: 1.371e-01, eta: 2 days, 2:44:51, time: 1.090, data_time: 0.002, memory: 9059, top1_acc: 0.4130, top5_acc: 0.6505, loss_cls: 2.6432, loss: 2.6432, grad_norm: 1.7539 2020-07-19 06:37:22,258 - mmaction - INFO - Epoch [136][520/1253] lr: 1.371e-01, eta: 2 days, 2:44:23, time: 1.092, data_time: 0.002, memory: 9059, top1_acc: 0.4250, top5_acc: 0.6622, loss_cls: 2.5953, loss: 2.5953, grad_norm: 1.7356 2020-07-19 06:37:43,363 - mmaction - INFO - Epoch [136][540/1253] lr: 1.371e-01, eta: 2 days, 2:43:54, time: 1.055, data_time: 0.002, memory: 9059, top1_acc: 0.4266, top5_acc: 0.6688, loss_cls: 2.5739, loss: 2.5739, grad_norm: 1.7097 2020-07-19 06:38:04,748 - mmaction - INFO - Epoch [136][560/1253] lr: 1.371e-01, eta: 2 days, 2:43:26, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4055, top5_acc: 0.6656, loss_cls: 2.6320, loss: 2.6320, grad_norm: 1.7734 2020-07-19 06:38:25,989 - mmaction - INFO - Epoch [136][580/1253] lr: 1.371e-01, eta: 2 days, 2:42:57, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4081, top5_acc: 0.6661, loss_cls: 2.6400, loss: 2.6400, grad_norm: 1.7218 2020-07-19 06:38:48,332 - mmaction - INFO - Epoch [136][600/1253] lr: 1.371e-01, eta: 2 days, 2:42:30, time: 1.118, data_time: 0.002, memory: 9059, top1_acc: 0.4206, top5_acc: 0.6602, loss_cls: 2.6165, loss: 2.6165, grad_norm: 1.6930 2020-07-19 06:39:09,562 - mmaction - INFO - Epoch [136][620/1253] lr: 1.371e-01, eta: 2 days, 2:42:01, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.3984, top5_acc: 0.6557, loss_cls: 2.6948, loss: 2.6948, grad_norm: 1.7766 2020-07-19 06:39:31,121 - mmaction - INFO - Epoch [136][640/1253] lr: 1.371e-01, eta: 2 days, 2:41:33, time: 1.079, data_time: 0.003, memory: 9059, top1_acc: 0.3997, top5_acc: 0.6596, loss_cls: 2.6761, loss: 2.6761, grad_norm: 1.7765 2020-07-19 06:39:52,372 - mmaction - INFO - Epoch [136][660/1253] lr: 1.371e-01, eta: 2 days, 2:41:05, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4125, top5_acc: 0.6620, loss_cls: 2.6365, loss: 2.6365, grad_norm: 1.7507 2020-07-19 06:40:14,141 - mmaction - INFO - Epoch [136][680/1253] lr: 1.371e-01, eta: 2 days, 2:40:37, time: 1.090, data_time: 0.003, memory: 9059, top1_acc: 0.3995, top5_acc: 0.6497, loss_cls: 2.6611, loss: 2.6611, grad_norm: 1.7273 2020-07-19 06:40:35,518 - mmaction - INFO - Epoch [136][700/1253] lr: 1.371e-01, eta: 2 days, 2:40:08, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4060, top5_acc: 0.6547, loss_cls: 2.6588, loss: 2.6588, grad_norm: 1.7043 2020-07-19 06:40:57,007 - mmaction - INFO - Epoch [136][720/1253] lr: 1.371e-01, eta: 2 days, 2:39:40, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4052, top5_acc: 0.6625, loss_cls: 2.6027, loss: 2.6027, grad_norm: 1.7093 2020-07-19 06:41:18,222 - mmaction - INFO - Epoch [136][740/1253] lr: 1.371e-01, eta: 2 days, 2:39:11, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4096, top5_acc: 0.6471, loss_cls: 2.6447, loss: 2.6447, grad_norm: 1.7497 2020-07-19 06:44:24,787 - mmaction - INFO - Epoch [136][760/1253] lr: 1.371e-01, eta: 2 days, 2:42:53, time: 9.329, data_time: 0.003, memory: 9059, top1_acc: 0.4240, top5_acc: 0.6773, loss_cls: 2.5452, loss: 2.5452, grad_norm: 1.7043 2020-07-19 06:44:46,650 - mmaction - INFO - Epoch [136][780/1253] lr: 1.371e-01, eta: 2 days, 2:42:25, time: 1.094, data_time: 0.002, memory: 9059, top1_acc: 0.4065, top5_acc: 0.6461, loss_cls: 2.6786, loss: 2.6786, grad_norm: 1.7548 2020-07-19 06:45:08,095 - mmaction - INFO - Epoch [136][800/1253] lr: 1.371e-01, eta: 2 days, 2:41:57, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4161, top5_acc: 0.6635, loss_cls: 2.6266, loss: 2.6266, grad_norm: 1.7657 2020-07-19 06:45:29,264 - mmaction - INFO - Epoch [136][820/1253] lr: 1.371e-01, eta: 2 days, 2:41:28, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.3974, top5_acc: 0.6578, loss_cls: 2.6974, loss: 2.6974, grad_norm: 1.7821 2020-07-19 06:45:50,433 - mmaction - INFO - Epoch [136][840/1253] lr: 1.371e-01, eta: 2 days, 2:40:59, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4023, top5_acc: 0.6523, loss_cls: 2.6529, loss: 2.6529, grad_norm: 1.7202 2020-07-19 06:46:11,714 - mmaction - INFO - Epoch [136][860/1253] lr: 1.371e-01, eta: 2 days, 2:40:31, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.4164, top5_acc: 0.6781, loss_cls: 2.5499, loss: 2.5499, grad_norm: 1.7340 2020-07-19 06:46:32,958 - mmaction - INFO - Epoch [136][880/1253] lr: 1.371e-01, eta: 2 days, 2:40:02, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4208, top5_acc: 0.6667, loss_cls: 2.6321, loss: 2.6321, grad_norm: 1.7106 2020-07-19 06:46:54,434 - mmaction - INFO - Epoch [136][900/1253] lr: 1.371e-01, eta: 2 days, 2:39:34, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.4026, top5_acc: 0.6531, loss_cls: 2.6782, loss: 2.6782, grad_norm: 1.7477 2020-07-19 06:47:15,533 - mmaction - INFO - Epoch [136][920/1253] lr: 1.371e-01, eta: 2 days, 2:39:05, time: 1.055, data_time: 0.002, memory: 9059, top1_acc: 0.4104, top5_acc: 0.6609, loss_cls: 2.6275, loss: 2.6275, grad_norm: 1.7200 2020-07-19 06:47:36,846 - mmaction - INFO - Epoch [136][940/1253] lr: 1.371e-01, eta: 2 days, 2:38:36, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4107, top5_acc: 0.6659, loss_cls: 2.6215, loss: 2.6215, grad_norm: 1.7708 2020-07-19 06:47:58,152 - mmaction - INFO - Epoch [136][960/1253] lr: 1.371e-01, eta: 2 days, 2:38:08, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4086, top5_acc: 0.6651, loss_cls: 2.6288, loss: 2.6288, grad_norm: 1.7477 2020-07-19 06:48:19,351 - mmaction - INFO - Epoch [136][980/1253] lr: 1.371e-01, eta: 2 days, 2:37:39, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4034, top5_acc: 0.6479, loss_cls: 2.7020, loss: 2.7020, grad_norm: 1.7446 2020-07-19 06:48:40,698 - mmaction - INFO - Epoch [136][1000/1253] lr: 1.371e-01, eta: 2 days, 2:37:10, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4130, top5_acc: 0.6659, loss_cls: 2.6307, loss: 2.6307, grad_norm: 1.7271 2020-07-19 06:49:02,155 - mmaction - INFO - Epoch [136][1020/1253] lr: 1.371e-01, eta: 2 days, 2:36:42, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.4128, top5_acc: 0.6560, loss_cls: 2.6420, loss: 2.6420, grad_norm: 1.7326 2020-07-19 06:49:23,509 - mmaction - INFO - Epoch [136][1040/1253] lr: 1.371e-01, eta: 2 days, 2:36:14, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4177, top5_acc: 0.6594, loss_cls: 2.6048, loss: 2.6048, grad_norm: 1.7106 2020-07-19 06:49:44,684 - mmaction - INFO - Epoch [136][1060/1253] lr: 1.371e-01, eta: 2 days, 2:35:45, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4229, top5_acc: 0.6641, loss_cls: 2.6094, loss: 2.6094, grad_norm: 1.7348 2020-07-19 06:50:05,878 - mmaction - INFO - Epoch [136][1080/1253] lr: 1.371e-01, eta: 2 days, 2:35:16, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4141, top5_acc: 0.6570, loss_cls: 2.6786, loss: 2.6786, grad_norm: 1.7626 2020-07-19 06:50:27,208 - mmaction - INFO - Epoch [136][1100/1253] lr: 1.371e-01, eta: 2 days, 2:34:48, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4102, top5_acc: 0.6547, loss_cls: 2.6574, loss: 2.6574, grad_norm: 1.7711 2020-07-19 06:50:48,473 - mmaction - INFO - Epoch [136][1120/1253] lr: 1.371e-01, eta: 2 days, 2:34:19, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4115, top5_acc: 0.6682, loss_cls: 2.6064, loss: 2.6064, grad_norm: 1.7409 2020-07-19 06:51:09,994 - mmaction - INFO - Epoch [136][1140/1253] lr: 1.371e-01, eta: 2 days, 2:33:51, time: 1.076, data_time: 0.001, memory: 9059, top1_acc: 0.4141, top5_acc: 0.6768, loss_cls: 2.6065, loss: 2.6065, grad_norm: 1.7629 2020-07-19 06:51:32,091 - mmaction - INFO - Epoch [136][1160/1253] lr: 1.371e-01, eta: 2 days, 2:33:23, time: 1.103, data_time: 0.002, memory: 9059, top1_acc: 0.4102, top5_acc: 0.6589, loss_cls: 2.6493, loss: 2.6493, grad_norm: 1.7097 2020-07-19 06:51:53,261 - mmaction - INFO - Epoch [136][1180/1253] lr: 1.371e-01, eta: 2 days, 2:32:55, time: 1.060, data_time: 0.004, memory: 9059, top1_acc: 0.4107, top5_acc: 0.6539, loss_cls: 2.6688, loss: 2.6688, grad_norm: 1.7287 2020-07-19 06:52:14,812 - mmaction - INFO - Epoch [136][1200/1253] lr: 1.371e-01, eta: 2 days, 2:32:27, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.4049, top5_acc: 0.6529, loss_cls: 2.6922, loss: 2.6922, grad_norm: 1.7849 2020-07-19 06:52:36,107 - mmaction - INFO - Epoch [136][1220/1253] lr: 1.371e-01, eta: 2 days, 2:31:58, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4271, top5_acc: 0.6714, loss_cls: 2.5573, loss: 2.5573, grad_norm: 1.6935 2020-07-19 06:52:57,392 - mmaction - INFO - Epoch [136][1240/1253] lr: 1.371e-01, eta: 2 days, 2:31:29, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4203, top5_acc: 0.6693, loss_cls: 2.5933, loss: 2.5933, grad_norm: 1.7527 2020-07-19 06:53:15,765 - mmaction - INFO - Saving checkpoint at 136 epochs 2020-07-19 06:56:19,546 - mmaction - INFO - Epoch [137][20/1253] lr: 1.353e-01, eta: 2 days, 2:34:23, time: 9.120, data_time: 7.921, memory: 9059, top1_acc: 0.4000, top5_acc: 0.6648, loss_cls: 2.6159, loss: 2.6159, grad_norm: 1.7778 2020-07-19 06:56:40,873 - mmaction - INFO - Epoch [137][40/1253] lr: 1.353e-01, eta: 2 days, 2:33:55, time: 1.072, data_time: 0.008, memory: 9059, top1_acc: 0.4216, top5_acc: 0.6669, loss_cls: 2.5806, loss: 2.5806, grad_norm: 1.7401 2020-07-19 06:57:02,294 - mmaction - INFO - Epoch [137][60/1253] lr: 1.353e-01, eta: 2 days, 2:33:26, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4201, top5_acc: 0.6781, loss_cls: 2.5453, loss: 2.5453, grad_norm: 1.7413 2020-07-19 06:57:23,507 - mmaction - INFO - Epoch [137][80/1253] lr: 1.353e-01, eta: 2 days, 2:32:58, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.4286, top5_acc: 0.6625, loss_cls: 2.6032, loss: 2.6032, grad_norm: 1.7412 2020-07-19 06:57:44,870 - mmaction - INFO - Epoch [137][100/1253] lr: 1.353e-01, eta: 2 days, 2:32:29, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4151, top5_acc: 0.6586, loss_cls: 2.5862, loss: 2.5862, grad_norm: 1.7567 2020-07-19 06:58:06,258 - mmaction - INFO - Epoch [137][120/1253] lr: 1.353e-01, eta: 2 days, 2:32:01, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.4310, top5_acc: 0.6703, loss_cls: 2.5528, loss: 2.5528, grad_norm: 1.7238 2020-07-19 06:58:27,685 - mmaction - INFO - Epoch [137][140/1253] lr: 1.353e-01, eta: 2 days, 2:31:32, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4260, top5_acc: 0.6674, loss_cls: 2.5573, loss: 2.5573, grad_norm: 1.7750 2020-07-19 06:58:49,005 - mmaction - INFO - Epoch [137][160/1253] lr: 1.353e-01, eta: 2 days, 2:31:04, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.4167, top5_acc: 0.6669, loss_cls: 2.6179, loss: 2.6179, grad_norm: 1.8086 2020-07-19 06:59:10,312 - mmaction - INFO - Epoch [137][180/1253] lr: 1.353e-01, eta: 2 days, 2:30:35, time: 1.069, data_time: 0.005, memory: 9059, top1_acc: 0.4128, top5_acc: 0.6638, loss_cls: 2.6214, loss: 2.6214, grad_norm: 1.7549 2020-07-19 06:59:31,875 - mmaction - INFO - Epoch [137][200/1253] lr: 1.353e-01, eta: 2 days, 2:30:07, time: 1.076, data_time: 0.001, memory: 9059, top1_acc: 0.4167, top5_acc: 0.6716, loss_cls: 2.6125, loss: 2.6125, grad_norm: 1.7245 2020-07-19 06:59:53,101 - mmaction - INFO - Epoch [137][220/1253] lr: 1.353e-01, eta: 2 days, 2:29:38, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.4138, top5_acc: 0.6539, loss_cls: 2.6366, loss: 2.6366, grad_norm: 1.7792 2020-07-19 07:00:21,148 - mmaction - INFO - Epoch [137][240/1253] lr: 1.353e-01, eta: 2 days, 2:29:20, time: 1.394, data_time: 0.002, memory: 9059, top1_acc: 0.4047, top5_acc: 0.6617, loss_cls: 2.6674, loss: 2.6674, grad_norm: 1.7587 2020-07-19 07:00:43,182 - mmaction - INFO - Epoch [137][260/1253] lr: 1.353e-01, eta: 2 days, 2:28:52, time: 1.111, data_time: 0.016, memory: 9059, top1_acc: 0.4068, top5_acc: 0.6542, loss_cls: 2.6429, loss: 2.6429, grad_norm: 1.7351 2020-07-19 07:01:04,558 - mmaction - INFO - Epoch [137][280/1253] lr: 1.353e-01, eta: 2 days, 2:28:24, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4096, top5_acc: 0.6560, loss_cls: 2.6360, loss: 2.6360, grad_norm: 1.7679 2020-07-19 07:01:25,888 - mmaction - INFO - Epoch [137][300/1253] lr: 1.353e-01, eta: 2 days, 2:27:55, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.4146, top5_acc: 0.6523, loss_cls: 2.6463, loss: 2.6463, grad_norm: 1.7470 2020-07-19 07:01:47,343 - mmaction - INFO - Epoch [137][320/1253] lr: 1.353e-01, eta: 2 days, 2:27:27, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4182, top5_acc: 0.6654, loss_cls: 2.6331, loss: 2.6331, grad_norm: 1.7529 2020-07-19 07:02:08,758 - mmaction - INFO - Epoch [137][340/1253] lr: 1.353e-01, eta: 2 days, 2:26:59, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.4073, top5_acc: 0.6630, loss_cls: 2.6476, loss: 2.6476, grad_norm: 1.7598 2020-07-19 07:02:30,244 - mmaction - INFO - Epoch [137][360/1253] lr: 1.353e-01, eta: 2 days, 2:26:30, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.4219, top5_acc: 0.6674, loss_cls: 2.5752, loss: 2.5752, grad_norm: 1.7760 2020-07-19 07:02:51,646 - mmaction - INFO - Epoch [137][380/1253] lr: 1.353e-01, eta: 2 days, 2:26:02, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4112, top5_acc: 0.6523, loss_cls: 2.6657, loss: 2.6657, grad_norm: 1.7757 2020-07-19 07:03:12,961 - mmaction - INFO - Epoch [137][400/1253] lr: 1.353e-01, eta: 2 days, 2:25:33, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4104, top5_acc: 0.6617, loss_cls: 2.6184, loss: 2.6184, grad_norm: 1.7631 2020-07-19 07:03:34,211 - mmaction - INFO - Epoch [137][420/1253] lr: 1.353e-01, eta: 2 days, 2:25:05, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4174, top5_acc: 0.6635, loss_cls: 2.6021, loss: 2.6021, grad_norm: 1.7540 2020-07-19 07:03:55,518 - mmaction - INFO - Epoch [137][440/1253] lr: 1.353e-01, eta: 2 days, 2:24:36, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4167, top5_acc: 0.6599, loss_cls: 2.6423, loss: 2.6423, grad_norm: 1.7385 2020-07-19 07:04:16,964 - mmaction - INFO - Epoch [137][460/1253] lr: 1.353e-01, eta: 2 days, 2:24:08, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4172, top5_acc: 0.6659, loss_cls: 2.6409, loss: 2.6409, grad_norm: 1.7608 2020-07-19 07:04:38,229 - mmaction - INFO - Epoch [137][480/1253] lr: 1.353e-01, eta: 2 days, 2:23:39, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4151, top5_acc: 0.6570, loss_cls: 2.6216, loss: 2.6216, grad_norm: 1.7302 2020-07-19 07:04:59,810 - mmaction - INFO - Epoch [137][500/1253] lr: 1.353e-01, eta: 2 days, 2:23:11, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.4234, top5_acc: 0.6617, loss_cls: 2.6178, loss: 2.6178, grad_norm: 1.7365 2020-07-19 07:05:21,277 - mmaction - INFO - Epoch [137][520/1253] lr: 1.353e-01, eta: 2 days, 2:22:43, time: 1.073, data_time: 0.003, memory: 9059, top1_acc: 0.4086, top5_acc: 0.6589, loss_cls: 2.6493, loss: 2.6493, grad_norm: 1.7395 2020-07-19 07:05:42,565 - mmaction - INFO - Epoch [137][540/1253] lr: 1.353e-01, eta: 2 days, 2:22:14, time: 1.066, data_time: 0.004, memory: 9059, top1_acc: 0.4188, top5_acc: 0.6596, loss_cls: 2.6293, loss: 2.6293, grad_norm: 1.7272 2020-07-19 07:06:03,749 - mmaction - INFO - Epoch [137][560/1253] lr: 1.353e-01, eta: 2 days, 2:21:46, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4203, top5_acc: 0.6724, loss_cls: 2.5900, loss: 2.5900, grad_norm: 1.7302 2020-07-19 07:06:25,120 - mmaction - INFO - Epoch [137][580/1253] lr: 1.353e-01, eta: 2 days, 2:21:17, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4161, top5_acc: 0.6630, loss_cls: 2.6074, loss: 2.6074, grad_norm: 1.7168 2020-07-19 07:06:46,715 - mmaction - INFO - Epoch [137][600/1253] lr: 1.353e-01, eta: 2 days, 2:20:49, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.4044, top5_acc: 0.6568, loss_cls: 2.6641, loss: 2.6641, grad_norm: 1.8028 2020-07-19 07:07:08,246 - mmaction - INFO - Epoch [137][620/1253] lr: 1.353e-01, eta: 2 days, 2:20:21, time: 1.082, data_time: 0.008, memory: 9059, top1_acc: 0.4201, top5_acc: 0.6703, loss_cls: 2.5903, loss: 2.5903, grad_norm: 1.7450 2020-07-19 07:07:29,701 - mmaction - INFO - Epoch [137][640/1253] lr: 1.353e-01, eta: 2 days, 2:19:53, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.4177, top5_acc: 0.6643, loss_cls: 2.6129, loss: 2.6129, grad_norm: 1.7288 2020-07-19 07:07:51,159 - mmaction - INFO - Epoch [137][660/1253] lr: 1.353e-01, eta: 2 days, 2:19:24, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.4169, top5_acc: 0.6646, loss_cls: 2.6158, loss: 2.6158, grad_norm: 1.7605 2020-07-19 07:08:12,352 - mmaction - INFO - Epoch [137][680/1253] lr: 1.353e-01, eta: 2 days, 2:18:56, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4029, top5_acc: 0.6622, loss_cls: 2.6420, loss: 2.6420, grad_norm: 1.7950 2020-07-19 07:08:33,870 - mmaction - INFO - Epoch [137][700/1253] lr: 1.353e-01, eta: 2 days, 2:18:28, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.4096, top5_acc: 0.6487, loss_cls: 2.6571, loss: 2.6571, grad_norm: 1.7515 2020-07-19 07:08:55,369 - mmaction - INFO - Epoch [137][720/1253] lr: 1.353e-01, eta: 2 days, 2:17:59, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4208, top5_acc: 0.6664, loss_cls: 2.5902, loss: 2.5902, grad_norm: 1.7281 2020-07-19 07:09:16,776 - mmaction - INFO - Epoch [137][740/1253] lr: 1.353e-01, eta: 2 days, 2:17:31, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4099, top5_acc: 0.6698, loss_cls: 2.5934, loss: 2.5934, grad_norm: 1.7749 2020-07-19 07:09:38,537 - mmaction - INFO - Epoch [137][760/1253] lr: 1.353e-01, eta: 2 days, 2:17:03, time: 1.089, data_time: 0.002, memory: 9059, top1_acc: 0.4089, top5_acc: 0.6531, loss_cls: 2.6310, loss: 2.6310, grad_norm: 1.7364 2020-07-19 07:09:59,917 - mmaction - INFO - Epoch [137][780/1253] lr: 1.353e-01, eta: 2 days, 2:16:35, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.4227, top5_acc: 0.6732, loss_cls: 2.6006, loss: 2.6006, grad_norm: 1.7232 2020-07-19 07:10:21,569 - mmaction - INFO - Epoch [137][800/1253] lr: 1.353e-01, eta: 2 days, 2:16:07, time: 1.083, data_time: 0.002, memory: 9059, top1_acc: 0.4078, top5_acc: 0.6620, loss_cls: 2.6228, loss: 2.6228, grad_norm: 1.7996 2020-07-19 07:10:43,061 - mmaction - INFO - Epoch [137][820/1253] lr: 1.353e-01, eta: 2 days, 2:15:39, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4023, top5_acc: 0.6542, loss_cls: 2.6727, loss: 2.6727, grad_norm: 1.7554 2020-07-19 07:11:04,346 - mmaction - INFO - Epoch [137][840/1253] lr: 1.353e-01, eta: 2 days, 2:15:10, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4047, top5_acc: 0.6591, loss_cls: 2.6650, loss: 2.6650, grad_norm: 1.7444 2020-07-19 07:11:25,910 - mmaction - INFO - Epoch [137][860/1253] lr: 1.353e-01, eta: 2 days, 2:14:42, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.4096, top5_acc: 0.6638, loss_cls: 2.6417, loss: 2.6417, grad_norm: 1.7573 2020-07-19 07:11:47,217 - mmaction - INFO - Epoch [137][880/1253] lr: 1.353e-01, eta: 2 days, 2:14:14, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.4120, top5_acc: 0.6729, loss_cls: 2.5648, loss: 2.5648, grad_norm: 1.7680 2020-07-19 07:12:08,802 - mmaction - INFO - Epoch [137][900/1253] lr: 1.353e-01, eta: 2 days, 2:13:46, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.4057, top5_acc: 0.6594, loss_cls: 2.6704, loss: 2.6704, grad_norm: 1.7876 2020-07-19 07:12:30,082 - mmaction - INFO - Epoch [137][920/1253] lr: 1.353e-01, eta: 2 days, 2:13:17, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4112, top5_acc: 0.6643, loss_cls: 2.6439, loss: 2.6439, grad_norm: 1.7593 2020-07-19 07:12:51,380 - mmaction - INFO - Epoch [137][940/1253] lr: 1.353e-01, eta: 2 days, 2:12:49, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4138, top5_acc: 0.6703, loss_cls: 2.6329, loss: 2.6329, grad_norm: 1.7410 2020-07-19 07:13:12,794 - mmaction - INFO - Epoch [137][960/1253] lr: 1.353e-01, eta: 2 days, 2:12:20, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4203, top5_acc: 0.6734, loss_cls: 2.5781, loss: 2.5781, grad_norm: 1.7467 2020-07-19 07:13:33,914 - mmaction - INFO - Epoch [137][980/1253] lr: 1.353e-01, eta: 2 days, 2:11:52, time: 1.058, data_time: 0.003, memory: 9059, top1_acc: 0.4156, top5_acc: 0.6578, loss_cls: 2.6542, loss: 2.6542, grad_norm: 1.7502 2020-07-19 07:13:55,317 - mmaction - INFO - Epoch [137][1000/1253] lr: 1.353e-01, eta: 2 days, 2:11:23, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4161, top5_acc: 0.6578, loss_cls: 2.6457, loss: 2.6457, grad_norm: 1.7306 2020-07-19 07:14:17,683 - mmaction - INFO - Epoch [137][1020/1253] lr: 1.353e-01, eta: 2 days, 2:10:56, time: 1.118, data_time: 0.002, memory: 9059, top1_acc: 0.3977, top5_acc: 0.6646, loss_cls: 2.6299, loss: 2.6299, grad_norm: 1.7387 2020-07-19 07:14:39,064 - mmaction - INFO - Epoch [137][1040/1253] lr: 1.353e-01, eta: 2 days, 2:10:28, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4281, top5_acc: 0.6669, loss_cls: 2.6011, loss: 2.6011, grad_norm: 1.7762 2020-07-19 07:15:00,224 - mmaction - INFO - Epoch [137][1060/1253] lr: 1.353e-01, eta: 2 days, 2:09:59, time: 1.058, data_time: 0.001, memory: 9059, top1_acc: 0.4151, top5_acc: 0.6674, loss_cls: 2.6121, loss: 2.6121, grad_norm: 1.7776 2020-07-19 07:15:21,516 - mmaction - INFO - Epoch [137][1080/1253] lr: 1.353e-01, eta: 2 days, 2:09:31, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.4255, top5_acc: 0.6729, loss_cls: 2.5567, loss: 2.5567, grad_norm: 1.7431 2020-07-19 07:15:42,858 - mmaction - INFO - Epoch [137][1100/1253] lr: 1.353e-01, eta: 2 days, 2:09:02, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4133, top5_acc: 0.6654, loss_cls: 2.6358, loss: 2.6358, grad_norm: 1.7719 2020-07-19 07:16:04,170 - mmaction - INFO - Epoch [137][1120/1253] lr: 1.353e-01, eta: 2 days, 2:08:34, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.4057, top5_acc: 0.6573, loss_cls: 2.6706, loss: 2.6706, grad_norm: 1.7287 2020-07-19 07:16:25,396 - mmaction - INFO - Epoch [137][1140/1253] lr: 1.353e-01, eta: 2 days, 2:08:05, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.4146, top5_acc: 0.6617, loss_cls: 2.6065, loss: 2.6065, grad_norm: 1.7147 2020-07-19 07:16:47,303 - mmaction - INFO - Epoch [137][1160/1253] lr: 1.353e-01, eta: 2 days, 2:07:38, time: 1.096, data_time: 0.001, memory: 9059, top1_acc: 0.4063, top5_acc: 0.6497, loss_cls: 2.7105, loss: 2.7105, grad_norm: 1.8095 2020-07-19 07:17:08,942 - mmaction - INFO - Epoch [137][1180/1253] lr: 1.353e-01, eta: 2 days, 2:07:10, time: 1.081, data_time: 0.001, memory: 9059, top1_acc: 0.4193, top5_acc: 0.6669, loss_cls: 2.5732, loss: 2.5732, grad_norm: 1.7245 2020-07-19 07:17:30,291 - mmaction - INFO - Epoch [137][1200/1253] lr: 1.353e-01, eta: 2 days, 2:06:42, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4352, top5_acc: 0.6724, loss_cls: 2.5839, loss: 2.5839, grad_norm: 1.7701 2020-07-19 07:17:51,754 - mmaction - INFO - Epoch [137][1220/1253] lr: 1.353e-01, eta: 2 days, 2:06:13, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.4115, top5_acc: 0.6531, loss_cls: 2.6746, loss: 2.6746, grad_norm: 1.7439 2020-07-19 07:18:13,082 - mmaction - INFO - Epoch [137][1240/1253] lr: 1.353e-01, eta: 2 days, 2:05:45, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4042, top5_acc: 0.6573, loss_cls: 2.6786, loss: 2.6786, grad_norm: 1.7439 2020-07-19 07:22:01,620 - mmaction - INFO - Epoch [138][20/1253] lr: 1.335e-01, eta: 2 days, 2:09:08, time: 10.253, data_time: 8.957, memory: 9059, top1_acc: 0.4104, top5_acc: 0.6576, loss_cls: 2.6250, loss: 2.6250, grad_norm: 1.7617 2020-07-19 07:22:22,864 - mmaction - INFO - Epoch [138][40/1253] lr: 1.335e-01, eta: 2 days, 2:08:39, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4221, top5_acc: 0.6750, loss_cls: 2.5697, loss: 2.5697, grad_norm: 1.7578 2020-07-19 07:22:44,160 - mmaction - INFO - Epoch [138][60/1253] lr: 1.335e-01, eta: 2 days, 2:08:11, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.4255, top5_acc: 0.6685, loss_cls: 2.5784, loss: 2.5784, grad_norm: 1.7382 2020-07-19 07:23:05,473 - mmaction - INFO - Epoch [138][80/1253] lr: 1.335e-01, eta: 2 days, 2:07:42, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.4096, top5_acc: 0.6664, loss_cls: 2.5769, loss: 2.5769, grad_norm: 1.7971 2020-07-19 07:23:26,965 - mmaction - INFO - Epoch [138][100/1253] lr: 1.335e-01, eta: 2 days, 2:07:14, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4128, top5_acc: 0.6703, loss_cls: 2.5881, loss: 2.5881, grad_norm: 1.7718 2020-07-19 07:23:48,177 - mmaction - INFO - Epoch [138][120/1253] lr: 1.335e-01, eta: 2 days, 2:06:45, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4245, top5_acc: 0.6766, loss_cls: 2.5415, loss: 2.5415, grad_norm: 1.7513 2020-07-19 07:24:09,551 - mmaction - INFO - Epoch [138][140/1253] lr: 1.335e-01, eta: 2 days, 2:06:17, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4357, top5_acc: 0.6865, loss_cls: 2.5433, loss: 2.5433, grad_norm: 1.7783 2020-07-19 07:24:30,838 - mmaction - INFO - Epoch [138][160/1253] lr: 1.335e-01, eta: 2 days, 2:05:48, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4169, top5_acc: 0.6674, loss_cls: 2.6315, loss: 2.6315, grad_norm: 1.7618 2020-07-19 07:24:52,399 - mmaction - INFO - Epoch [138][180/1253] lr: 1.335e-01, eta: 2 days, 2:05:20, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.4208, top5_acc: 0.6706, loss_cls: 2.6036, loss: 2.6036, grad_norm: 1.7658 2020-07-19 07:25:13,630 - mmaction - INFO - Epoch [138][200/1253] lr: 1.335e-01, eta: 2 days, 2:04:52, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4216, top5_acc: 0.6661, loss_cls: 2.5898, loss: 2.5898, grad_norm: 1.7547 2020-07-19 07:25:34,948 - mmaction - INFO - Epoch [138][220/1253] lr: 1.335e-01, eta: 2 days, 2:04:23, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4151, top5_acc: 0.6609, loss_cls: 2.6109, loss: 2.6109, grad_norm: 1.7361 2020-07-19 07:25:56,115 - mmaction - INFO - Epoch [138][240/1253] lr: 1.335e-01, eta: 2 days, 2:03:54, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.4188, top5_acc: 0.6609, loss_cls: 2.6436, loss: 2.6436, grad_norm: 1.7349 2020-07-19 07:26:17,875 - mmaction - INFO - Epoch [138][260/1253] lr: 1.335e-01, eta: 2 days, 2:03:27, time: 1.089, data_time: 0.003, memory: 9059, top1_acc: 0.4180, top5_acc: 0.6633, loss_cls: 2.6208, loss: 2.6208, grad_norm: 1.7420 2020-07-19 07:26:39,316 - mmaction - INFO - Epoch [138][280/1253] lr: 1.335e-01, eta: 2 days, 2:02:58, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.4122, top5_acc: 0.6523, loss_cls: 2.6605, loss: 2.6605, grad_norm: 1.7710 2020-07-19 07:27:00,566 - mmaction - INFO - Epoch [138][300/1253] lr: 1.335e-01, eta: 2 days, 2:02:30, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.4279, top5_acc: 0.6654, loss_cls: 2.5855, loss: 2.5855, grad_norm: 1.7591 2020-07-19 07:27:21,957 - mmaction - INFO - Epoch [138][320/1253] lr: 1.335e-01, eta: 2 days, 2:02:02, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4112, top5_acc: 0.6734, loss_cls: 2.5986, loss: 2.5986, grad_norm: 1.7577 2020-07-19 07:27:43,399 - mmaction - INFO - Epoch [138][340/1253] lr: 1.335e-01, eta: 2 days, 2:01:33, time: 1.072, data_time: 0.001, memory: 9059, top1_acc: 0.4143, top5_acc: 0.6695, loss_cls: 2.6162, loss: 2.6162, grad_norm: 1.7603 2020-07-19 07:28:04,783 - mmaction - INFO - Epoch [138][360/1253] lr: 1.335e-01, eta: 2 days, 2:01:05, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4276, top5_acc: 0.6724, loss_cls: 2.5920, loss: 2.5920, grad_norm: 1.7406 2020-07-19 07:28:26,287 - mmaction - INFO - Epoch [138][380/1253] lr: 1.335e-01, eta: 2 days, 2:00:37, time: 1.076, data_time: 0.003, memory: 9059, top1_acc: 0.3945, top5_acc: 0.6549, loss_cls: 2.6971, loss: 2.6971, grad_norm: 1.7363 2020-07-19 07:28:47,518 - mmaction - INFO - Epoch [138][400/1253] lr: 1.335e-01, eta: 2 days, 2:00:08, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4195, top5_acc: 0.6760, loss_cls: 2.5987, loss: 2.5987, grad_norm: 1.7813 2020-07-19 07:29:09,068 - mmaction - INFO - Epoch [138][420/1253] lr: 1.335e-01, eta: 2 days, 1:59:40, time: 1.078, data_time: 0.004, memory: 9059, top1_acc: 0.4055, top5_acc: 0.6560, loss_cls: 2.6500, loss: 2.6500, grad_norm: 1.7520 2020-07-19 07:29:30,487 - mmaction - INFO - Epoch [138][440/1253] lr: 1.335e-01, eta: 2 days, 1:59:12, time: 1.073, data_time: 0.004, memory: 9059, top1_acc: 0.4120, top5_acc: 0.6659, loss_cls: 2.6100, loss: 2.6100, grad_norm: 1.7721 2020-07-19 07:29:51,762 - mmaction - INFO - Epoch [138][460/1253] lr: 1.335e-01, eta: 2 days, 1:58:43, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.4253, top5_acc: 0.6737, loss_cls: 2.5658, loss: 2.5658, grad_norm: 1.7387 2020-07-19 07:30:14,104 - mmaction - INFO - Epoch [138][480/1253] lr: 1.335e-01, eta: 2 days, 1:58:16, time: 1.117, data_time: 0.002, memory: 9059, top1_acc: 0.4128, top5_acc: 0.6531, loss_cls: 2.6410, loss: 2.6410, grad_norm: 1.7496 2020-07-19 07:30:35,521 - mmaction - INFO - Epoch [138][500/1253] lr: 1.335e-01, eta: 2 days, 1:57:48, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4034, top5_acc: 0.6609, loss_cls: 2.6453, loss: 2.6453, grad_norm: 1.7870 2020-07-19 07:30:56,922 - mmaction - INFO - Epoch [138][520/1253] lr: 1.335e-01, eta: 2 days, 1:57:20, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4234, top5_acc: 0.6664, loss_cls: 2.6097, loss: 2.6097, grad_norm: 1.7245 2020-07-19 07:31:18,140 - mmaction - INFO - Epoch [138][540/1253] lr: 1.335e-01, eta: 2 days, 1:56:51, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4182, top5_acc: 0.6698, loss_cls: 2.5961, loss: 2.5961, grad_norm: 1.7702 2020-07-19 07:31:39,269 - mmaction - INFO - Epoch [138][560/1253] lr: 1.335e-01, eta: 2 days, 1:56:23, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.4198, top5_acc: 0.6633, loss_cls: 2.6271, loss: 2.6271, grad_norm: 1.7420 2020-07-19 07:32:00,742 - mmaction - INFO - Epoch [138][580/1253] lr: 1.335e-01, eta: 2 days, 1:55:54, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.4122, top5_acc: 0.6669, loss_cls: 2.6173, loss: 2.6173, grad_norm: 1.7733 2020-07-19 07:32:22,111 - mmaction - INFO - Epoch [138][600/1253] lr: 1.335e-01, eta: 2 days, 1:55:26, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4133, top5_acc: 0.6638, loss_cls: 2.6112, loss: 2.6112, grad_norm: 1.8052 2020-07-19 07:32:43,352 - mmaction - INFO - Epoch [138][620/1253] lr: 1.335e-01, eta: 2 days, 1:54:58, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4057, top5_acc: 0.6669, loss_cls: 2.6326, loss: 2.6326, grad_norm: 1.7472 2020-07-19 07:33:04,751 - mmaction - INFO - Epoch [138][640/1253] lr: 1.335e-01, eta: 2 days, 1:54:29, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4112, top5_acc: 0.6680, loss_cls: 2.6324, loss: 2.6324, grad_norm: 1.7494 2020-07-19 07:33:26,506 - mmaction - INFO - Epoch [138][660/1253] lr: 1.335e-01, eta: 2 days, 1:54:02, time: 1.088, data_time: 0.002, memory: 9059, top1_acc: 0.4159, top5_acc: 0.6490, loss_cls: 2.6568, loss: 2.6568, grad_norm: 1.7791 2020-07-19 07:33:47,922 - mmaction - INFO - Epoch [138][680/1253] lr: 1.335e-01, eta: 2 days, 1:53:33, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4201, top5_acc: 0.6651, loss_cls: 2.6067, loss: 2.6067, grad_norm: 1.7525 2020-07-19 07:34:09,700 - mmaction - INFO - Epoch [138][700/1253] lr: 1.335e-01, eta: 2 days, 1:53:06, time: 1.088, data_time: 0.002, memory: 9059, top1_acc: 0.4260, top5_acc: 0.6779, loss_cls: 2.5612, loss: 2.5612, grad_norm: 1.7490 2020-07-19 07:34:30,928 - mmaction - INFO - Epoch [138][720/1253] lr: 1.335e-01, eta: 2 days, 1:52:37, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4128, top5_acc: 0.6609, loss_cls: 2.6072, loss: 2.6072, grad_norm: 1.7564 2020-07-19 07:34:52,224 - mmaction - INFO - Epoch [138][740/1253] lr: 1.335e-01, eta: 2 days, 1:52:09, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.4198, top5_acc: 0.6659, loss_cls: 2.6118, loss: 2.6118, grad_norm: 1.7900 2020-07-19 07:35:13,533 - mmaction - INFO - Epoch [138][760/1253] lr: 1.335e-01, eta: 2 days, 1:51:40, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4078, top5_acc: 0.6560, loss_cls: 2.6447, loss: 2.6447, grad_norm: 1.7591 2020-07-19 07:35:34,766 - mmaction - INFO - Epoch [138][780/1253] lr: 1.335e-01, eta: 2 days, 1:51:12, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.4146, top5_acc: 0.6560, loss_cls: 2.6287, loss: 2.6287, grad_norm: 1.7213 2020-07-19 07:35:56,673 - mmaction - INFO - Epoch [138][800/1253] lr: 1.335e-01, eta: 2 days, 1:50:44, time: 1.095, data_time: 0.002, memory: 9059, top1_acc: 0.4188, top5_acc: 0.6734, loss_cls: 2.5544, loss: 2.5544, grad_norm: 1.7643 2020-07-19 07:36:18,011 - mmaction - INFO - Epoch [138][820/1253] lr: 1.335e-01, eta: 2 days, 1:50:16, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4195, top5_acc: 0.6750, loss_cls: 2.6001, loss: 2.6001, grad_norm: 1.7709 2020-07-19 07:36:39,417 - mmaction - INFO - Epoch [138][840/1253] lr: 1.335e-01, eta: 2 days, 1:49:48, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4172, top5_acc: 0.6612, loss_cls: 2.6247, loss: 2.6247, grad_norm: 1.7161 2020-07-19 07:37:00,541 - mmaction - INFO - Epoch [138][860/1253] lr: 1.335e-01, eta: 2 days, 1:49:19, time: 1.055, data_time: 0.002, memory: 9059, top1_acc: 0.4174, top5_acc: 0.6651, loss_cls: 2.5911, loss: 2.5911, grad_norm: 1.7855 2020-07-19 07:37:21,871 - mmaction - INFO - Epoch [138][880/1253] lr: 1.335e-01, eta: 2 days, 1:48:51, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.4203, top5_acc: 0.6674, loss_cls: 2.6224, loss: 2.6224, grad_norm: 1.7337 2020-07-19 07:37:43,011 - mmaction - INFO - Epoch [138][900/1253] lr: 1.335e-01, eta: 2 days, 1:48:22, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.4055, top5_acc: 0.6633, loss_cls: 2.6628, loss: 2.6628, grad_norm: 1.7786 2020-07-19 07:38:04,279 - mmaction - INFO - Epoch [138][920/1253] lr: 1.335e-01, eta: 2 days, 1:47:54, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4065, top5_acc: 0.6615, loss_cls: 2.6340, loss: 2.6340, grad_norm: 1.7765 2020-07-19 07:38:25,682 - mmaction - INFO - Epoch [138][940/1253] lr: 1.335e-01, eta: 2 days, 1:47:25, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.4010, top5_acc: 0.6526, loss_cls: 2.6901, loss: 2.6901, grad_norm: 1.7641 2020-07-19 07:38:47,344 - mmaction - INFO - Epoch [138][960/1253] lr: 1.335e-01, eta: 2 days, 1:46:57, time: 1.084, data_time: 0.003, memory: 9059, top1_acc: 0.4112, top5_acc: 0.6648, loss_cls: 2.6370, loss: 2.6370, grad_norm: 1.7528 2020-07-19 07:39:08,640 - mmaction - INFO - Epoch [138][980/1253] lr: 1.335e-01, eta: 2 days, 1:46:29, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4068, top5_acc: 0.6568, loss_cls: 2.6791, loss: 2.6791, grad_norm: 1.7861 2020-07-19 07:39:29,920 - mmaction - INFO - Epoch [138][1000/1253] lr: 1.335e-01, eta: 2 days, 1:46:01, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4078, top5_acc: 0.6604, loss_cls: 2.6296, loss: 2.6296, grad_norm: 1.7485 2020-07-19 07:39:51,136 - mmaction - INFO - Epoch [138][1020/1253] lr: 1.335e-01, eta: 2 days, 1:45:32, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4122, top5_acc: 0.6549, loss_cls: 2.6509, loss: 2.6509, grad_norm: 1.7692 2020-07-19 07:40:12,564 - mmaction - INFO - Epoch [138][1040/1253] lr: 1.335e-01, eta: 2 days, 1:45:04, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4135, top5_acc: 0.6643, loss_cls: 2.6444, loss: 2.6444, grad_norm: 1.7557 2020-07-19 07:40:33,767 - mmaction - INFO - Epoch [138][1060/1253] lr: 1.335e-01, eta: 2 days, 1:44:35, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4135, top5_acc: 0.6594, loss_cls: 2.6220, loss: 2.6220, grad_norm: 1.7577 2020-07-19 07:40:54,980 - mmaction - INFO - Epoch [138][1080/1253] lr: 1.335e-01, eta: 2 days, 1:44:07, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4240, top5_acc: 0.6747, loss_cls: 2.5747, loss: 2.5747, grad_norm: 1.7524 2020-07-19 07:41:16,284 - mmaction - INFO - Epoch [138][1100/1253] lr: 1.335e-01, eta: 2 days, 1:43:39, time: 1.066, data_time: 0.010, memory: 9059, top1_acc: 0.4065, top5_acc: 0.6505, loss_cls: 2.6887, loss: 2.6887, grad_norm: 1.7578 2020-07-19 07:41:37,560 - mmaction - INFO - Epoch [138][1120/1253] lr: 1.335e-01, eta: 2 days, 1:43:10, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.4122, top5_acc: 0.6594, loss_cls: 2.6310, loss: 2.6310, grad_norm: 1.7767 2020-07-19 07:41:58,770 - mmaction - INFO - Epoch [138][1140/1253] lr: 1.335e-01, eta: 2 days, 1:42:42, time: 1.061, data_time: 0.003, memory: 9059, top1_acc: 0.3979, top5_acc: 0.6557, loss_cls: 2.6969, loss: 2.6969, grad_norm: 1.7483 2020-07-19 07:42:20,097 - mmaction - INFO - Epoch [138][1160/1253] lr: 1.335e-01, eta: 2 days, 1:42:13, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4117, top5_acc: 0.6565, loss_cls: 2.6463, loss: 2.6463, grad_norm: 1.7521 2020-07-19 07:42:41,206 - mmaction - INFO - Epoch [138][1180/1253] lr: 1.335e-01, eta: 2 days, 1:41:45, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.4250, top5_acc: 0.6622, loss_cls: 2.6235, loss: 2.6235, grad_norm: 1.7852 2020-07-19 07:43:02,401 - mmaction - INFO - Epoch [138][1200/1253] lr: 1.335e-01, eta: 2 days, 1:41:16, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4068, top5_acc: 0.6563, loss_cls: 2.6239, loss: 2.6239, grad_norm: 1.7612 2020-07-19 07:43:23,663 - mmaction - INFO - Epoch [138][1220/1253] lr: 1.335e-01, eta: 2 days, 1:40:48, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4214, top5_acc: 0.6677, loss_cls: 2.6110, loss: 2.6110, grad_norm: 1.7387 2020-07-19 07:43:45,374 - mmaction - INFO - Epoch [138][1240/1253] lr: 1.335e-01, eta: 2 days, 1:40:20, time: 1.084, data_time: 0.001, memory: 9059, top1_acc: 0.4003, top5_acc: 0.6521, loss_cls: 2.6896, loss: 2.6896, grad_norm: 1.7644 2020-07-19 07:47:08,922 - mmaction - INFO - Epoch [139][20/1253] lr: 1.316e-01, eta: 2 days, 1:43:07, time: 9.172, data_time: 7.915, memory: 9059, top1_acc: 0.4070, top5_acc: 0.6526, loss_cls: 2.6856, loss: 2.6856, grad_norm: 1.7837 2020-07-19 07:47:30,382 - mmaction - INFO - Epoch [139][40/1253] lr: 1.316e-01, eta: 2 days, 1:42:39, time: 1.074, data_time: 0.003, memory: 9059, top1_acc: 0.4161, top5_acc: 0.6607, loss_cls: 2.6130, loss: 2.6130, grad_norm: 1.8045 2020-07-19 07:47:51,697 - mmaction - INFO - Epoch [139][60/1253] lr: 1.316e-01, eta: 2 days, 1:42:10, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4242, top5_acc: 0.6716, loss_cls: 2.5759, loss: 2.5759, grad_norm: 1.7763 2020-07-19 07:48:12,992 - mmaction - INFO - Epoch [139][80/1253] lr: 1.316e-01, eta: 2 days, 1:41:42, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4320, top5_acc: 0.6815, loss_cls: 2.5194, loss: 2.5194, grad_norm: 1.7204 2020-07-19 07:48:34,508 - mmaction - INFO - Epoch [139][100/1253] lr: 1.316e-01, eta: 2 days, 1:41:14, time: 1.078, data_time: 0.004, memory: 9059, top1_acc: 0.4247, top5_acc: 0.6760, loss_cls: 2.5564, loss: 2.5564, grad_norm: 1.7581 2020-07-19 07:48:55,940 - mmaction - INFO - Epoch [139][120/1253] lr: 1.316e-01, eta: 2 days, 1:40:46, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4138, top5_acc: 0.6641, loss_cls: 2.6233, loss: 2.6233, grad_norm: 1.7638 2020-07-19 07:49:17,303 - mmaction - INFO - Epoch [139][140/1253] lr: 1.316e-01, eta: 2 days, 1:40:17, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4208, top5_acc: 0.6706, loss_cls: 2.5803, loss: 2.5803, grad_norm: 1.7543 2020-07-19 07:49:38,726 - mmaction - INFO - Epoch [139][160/1253] lr: 1.316e-01, eta: 2 days, 1:39:49, time: 1.071, data_time: 0.003, memory: 9059, top1_acc: 0.4169, top5_acc: 0.6667, loss_cls: 2.6251, loss: 2.6251, grad_norm: 1.7646 2020-07-19 07:50:00,080 - mmaction - INFO - Epoch [139][180/1253] lr: 1.316e-01, eta: 2 days, 1:39:21, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.4096, top5_acc: 0.6617, loss_cls: 2.6267, loss: 2.6267, grad_norm: 1.7908 2020-07-19 07:50:21,349 - mmaction - INFO - Epoch [139][200/1253] lr: 1.316e-01, eta: 2 days, 1:38:52, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.4104, top5_acc: 0.6635, loss_cls: 2.6262, loss: 2.6262, grad_norm: 1.7599 2020-07-19 07:50:42,601 - mmaction - INFO - Epoch [139][220/1253] lr: 1.316e-01, eta: 2 days, 1:38:24, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4138, top5_acc: 0.6656, loss_cls: 2.5942, loss: 2.5942, grad_norm: 1.7598 2020-07-19 07:51:03,990 - mmaction - INFO - Epoch [139][240/1253] lr: 1.316e-01, eta: 2 days, 1:37:56, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4112, top5_acc: 0.6729, loss_cls: 2.5870, loss: 2.5870, grad_norm: 1.7966 2020-07-19 07:51:25,287 - mmaction - INFO - Epoch [139][260/1253] lr: 1.316e-01, eta: 2 days, 1:37:27, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4255, top5_acc: 0.6703, loss_cls: 2.5866, loss: 2.5866, grad_norm: 1.7758 2020-07-19 07:51:47,190 - mmaction - INFO - Epoch [139][280/1253] lr: 1.316e-01, eta: 2 days, 1:37:00, time: 1.095, data_time: 0.002, memory: 9059, top1_acc: 0.4203, top5_acc: 0.6693, loss_cls: 2.6124, loss: 2.6124, grad_norm: 1.7650 2020-07-19 07:52:08,830 - mmaction - INFO - Epoch [139][300/1253] lr: 1.316e-01, eta: 2 days, 1:36:32, time: 1.082, data_time: 0.002, memory: 9059, top1_acc: 0.4128, top5_acc: 0.6586, loss_cls: 2.6310, loss: 2.6310, grad_norm: 1.7908 2020-07-19 07:52:30,429 - mmaction - INFO - Epoch [139][320/1253] lr: 1.316e-01, eta: 2 days, 1:36:04, time: 1.079, data_time: 0.001, memory: 9059, top1_acc: 0.4245, top5_acc: 0.6698, loss_cls: 2.6010, loss: 2.6010, grad_norm: 1.7541 2020-07-19 07:52:51,717 - mmaction - INFO - Epoch [139][340/1253] lr: 1.316e-01, eta: 2 days, 1:35:35, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4219, top5_acc: 0.6685, loss_cls: 2.5720, loss: 2.5720, grad_norm: 1.7260 2020-07-19 07:53:13,007 - mmaction - INFO - Epoch [139][360/1253] lr: 1.316e-01, eta: 2 days, 1:35:07, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.4172, top5_acc: 0.6685, loss_cls: 2.6117, loss: 2.6117, grad_norm: 1.8162 2020-07-19 07:53:34,420 - mmaction - INFO - Epoch [139][380/1253] lr: 1.316e-01, eta: 2 days, 1:34:39, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4195, top5_acc: 0.6607, loss_cls: 2.6195, loss: 2.6195, grad_norm: 1.7650 2020-07-19 07:53:55,723 - mmaction - INFO - Epoch [139][400/1253] lr: 1.316e-01, eta: 2 days, 1:34:11, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4339, top5_acc: 0.6732, loss_cls: 2.5514, loss: 2.5514, grad_norm: 1.7801 2020-07-19 07:54:17,173 - mmaction - INFO - Epoch [139][420/1253] lr: 1.316e-01, eta: 2 days, 1:33:42, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4021, top5_acc: 0.6531, loss_cls: 2.6838, loss: 2.6838, grad_norm: 1.7783 2020-07-19 07:54:38,638 - mmaction - INFO - Epoch [139][440/1253] lr: 1.316e-01, eta: 2 days, 1:33:14, time: 1.074, data_time: 0.003, memory: 9059, top1_acc: 0.4206, top5_acc: 0.6664, loss_cls: 2.6358, loss: 2.6358, grad_norm: 1.7521 2020-07-19 07:54:59,884 - mmaction - INFO - Epoch [139][460/1253] lr: 1.316e-01, eta: 2 days, 1:32:46, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.4227, top5_acc: 0.6578, loss_cls: 2.6149, loss: 2.6149, grad_norm: 1.7774 2020-07-19 07:55:21,137 - mmaction - INFO - Epoch [139][480/1253] lr: 1.316e-01, eta: 2 days, 1:32:17, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4299, top5_acc: 0.6659, loss_cls: 2.5684, loss: 2.5684, grad_norm: 1.7863 2020-07-19 07:55:42,313 - mmaction - INFO - Epoch [139][500/1253] lr: 1.316e-01, eta: 2 days, 1:31:49, time: 1.058, data_time: 0.001, memory: 9059, top1_acc: 0.4031, top5_acc: 0.6573, loss_cls: 2.6412, loss: 2.6412, grad_norm: 1.7665 2020-07-19 07:56:03,556 - mmaction - INFO - Epoch [139][520/1253] lr: 1.316e-01, eta: 2 days, 1:31:21, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4112, top5_acc: 0.6708, loss_cls: 2.6076, loss: 2.6076, grad_norm: 1.7900 2020-07-19 07:56:25,644 - mmaction - INFO - Epoch [139][540/1253] lr: 1.316e-01, eta: 2 days, 1:30:53, time: 1.103, data_time: 0.001, memory: 9059, top1_acc: 0.4078, top5_acc: 0.6536, loss_cls: 2.6444, loss: 2.6444, grad_norm: 1.7749 2020-07-19 07:56:46,978 - mmaction - INFO - Epoch [139][560/1253] lr: 1.316e-01, eta: 2 days, 1:30:25, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.4156, top5_acc: 0.6690, loss_cls: 2.6252, loss: 2.6252, grad_norm: 1.7587 2020-07-19 07:57:08,607 - mmaction - INFO - Epoch [139][580/1253] lr: 1.316e-01, eta: 2 days, 1:29:57, time: 1.086, data_time: 0.006, memory: 9059, top1_acc: 0.3995, top5_acc: 0.6464, loss_cls: 2.7085, loss: 2.7085, grad_norm: 1.8270 2020-07-19 07:57:30,020 - mmaction - INFO - Epoch [139][600/1253] lr: 1.316e-01, eta: 2 days, 1:29:29, time: 1.070, data_time: 0.001, memory: 9059, top1_acc: 0.4216, top5_acc: 0.6745, loss_cls: 2.5819, loss: 2.5819, grad_norm: 1.7728 2020-07-19 07:57:51,447 - mmaction - INFO - Epoch [139][620/1253] lr: 1.316e-01, eta: 2 days, 1:29:01, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4146, top5_acc: 0.6612, loss_cls: 2.6423, loss: 2.6423, grad_norm: 1.7368 2020-07-19 07:58:13,228 - mmaction - INFO - Epoch [139][640/1253] lr: 1.316e-01, eta: 2 days, 1:28:33, time: 1.089, data_time: 0.012, memory: 9059, top1_acc: 0.4143, top5_acc: 0.6529, loss_cls: 2.6531, loss: 2.6531, grad_norm: 1.7338 2020-07-19 07:58:35,281 - mmaction - INFO - Epoch [139][660/1253] lr: 1.316e-01, eta: 2 days, 1:28:06, time: 1.103, data_time: 0.016, memory: 9059, top1_acc: 0.4328, top5_acc: 0.6641, loss_cls: 2.5898, loss: 2.5898, grad_norm: 1.7487 2020-07-19 07:58:56,548 - mmaction - INFO - Epoch [139][680/1253] lr: 1.316e-01, eta: 2 days, 1:27:38, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4232, top5_acc: 0.6625, loss_cls: 2.5893, loss: 2.5893, grad_norm: 1.7652 2020-07-19 07:59:17,888 - mmaction - INFO - Epoch [139][700/1253] lr: 1.316e-01, eta: 2 days, 1:27:09, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.4083, top5_acc: 0.6573, loss_cls: 2.6369, loss: 2.6369, grad_norm: 1.7329 2020-07-19 07:59:39,107 - mmaction - INFO - Epoch [139][720/1253] lr: 1.316e-01, eta: 2 days, 1:26:41, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4234, top5_acc: 0.6758, loss_cls: 2.5788, loss: 2.5788, grad_norm: 1.7555 2020-07-19 08:00:00,531 - mmaction - INFO - Epoch [139][740/1253] lr: 1.316e-01, eta: 2 days, 1:26:13, time: 1.072, data_time: 0.004, memory: 9059, top1_acc: 0.4167, top5_acc: 0.6604, loss_cls: 2.6290, loss: 2.6290, grad_norm: 1.7938 2020-07-19 08:00:32,566 - mmaction - INFO - Epoch [139][760/1253] lr: 1.316e-01, eta: 2 days, 1:25:59, time: 1.595, data_time: 0.005, memory: 9059, top1_acc: 0.4198, top5_acc: 0.6659, loss_cls: 2.5870, loss: 2.5870, grad_norm: 1.7675 2020-07-19 08:00:54,291 - mmaction - INFO - Epoch [139][780/1253] lr: 1.316e-01, eta: 2 days, 1:25:32, time: 1.095, data_time: 0.017, memory: 9059, top1_acc: 0.4167, top5_acc: 0.6602, loss_cls: 2.6380, loss: 2.6380, grad_norm: 1.7361 2020-07-19 08:01:15,534 - mmaction - INFO - Epoch [139][800/1253] lr: 1.316e-01, eta: 2 days, 1:25:04, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.4328, top5_acc: 0.6771, loss_cls: 2.5481, loss: 2.5481, grad_norm: 1.7303 2020-07-19 08:01:37,487 - mmaction - INFO - Epoch [139][820/1253] lr: 1.316e-01, eta: 2 days, 1:24:36, time: 1.097, data_time: 0.002, memory: 9059, top1_acc: 0.4333, top5_acc: 0.6867, loss_cls: 2.5569, loss: 2.5569, grad_norm: 1.7914 2020-07-19 08:01:58,970 - mmaction - INFO - Epoch [139][840/1253] lr: 1.316e-01, eta: 2 days, 1:24:08, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.4185, top5_acc: 0.6599, loss_cls: 2.6104, loss: 2.6104, grad_norm: 1.7874 2020-07-19 08:02:20,198 - mmaction - INFO - Epoch [139][860/1253] lr: 1.316e-01, eta: 2 days, 1:23:40, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4081, top5_acc: 0.6635, loss_cls: 2.6284, loss: 2.6284, grad_norm: 1.7950 2020-07-19 08:02:41,528 - mmaction - INFO - Epoch [139][880/1253] lr: 1.316e-01, eta: 2 days, 1:23:11, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4169, top5_acc: 0.6750, loss_cls: 2.5336, loss: 2.5336, grad_norm: 1.7267 2020-07-19 08:03:02,836 - mmaction - INFO - Epoch [139][900/1253] lr: 1.316e-01, eta: 2 days, 1:22:43, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4109, top5_acc: 0.6531, loss_cls: 2.6458, loss: 2.6458, grad_norm: 1.8019 2020-07-19 08:03:24,100 - mmaction - INFO - Epoch [139][920/1253] lr: 1.316e-01, eta: 2 days, 1:22:15, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.4177, top5_acc: 0.6620, loss_cls: 2.6089, loss: 2.6089, grad_norm: 1.8004 2020-07-19 08:03:45,387 - mmaction - INFO - Epoch [139][940/1253] lr: 1.316e-01, eta: 2 days, 1:21:47, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4133, top5_acc: 0.6695, loss_cls: 2.6004, loss: 2.6004, grad_norm: 1.7531 2020-07-19 08:04:06,486 - mmaction - INFO - Epoch [139][960/1253] lr: 1.316e-01, eta: 2 days, 1:21:18, time: 1.055, data_time: 0.002, memory: 9059, top1_acc: 0.4146, top5_acc: 0.6599, loss_cls: 2.6434, loss: 2.6434, grad_norm: 1.7664 2020-07-19 08:04:27,883 - mmaction - INFO - Epoch [139][980/1253] lr: 1.316e-01, eta: 2 days, 1:20:50, time: 1.069, data_time: 0.006, memory: 9059, top1_acc: 0.4174, top5_acc: 0.6711, loss_cls: 2.5983, loss: 2.5983, grad_norm: 1.7881 2020-07-19 08:04:49,200 - mmaction - INFO - Epoch [139][1000/1253] lr: 1.316e-01, eta: 2 days, 1:20:22, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.4112, top5_acc: 0.6573, loss_cls: 2.6426, loss: 2.6426, grad_norm: 1.7562 2020-07-19 08:05:10,572 - mmaction - INFO - Epoch [139][1020/1253] lr: 1.316e-01, eta: 2 days, 1:19:53, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4143, top5_acc: 0.6750, loss_cls: 2.6065, loss: 2.6065, grad_norm: 1.7899 2020-07-19 08:05:31,821 - mmaction - INFO - Epoch [139][1040/1253] lr: 1.316e-01, eta: 2 days, 1:19:25, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4060, top5_acc: 0.6570, loss_cls: 2.6483, loss: 2.6483, grad_norm: 1.7575 2020-07-19 08:05:52,977 - mmaction - INFO - Epoch [139][1060/1253] lr: 1.316e-01, eta: 2 days, 1:18:57, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.4208, top5_acc: 0.6698, loss_cls: 2.5873, loss: 2.5873, grad_norm: 1.7463 2020-07-19 08:06:14,479 - mmaction - INFO - Epoch [139][1080/1253] lr: 1.316e-01, eta: 2 days, 1:18:29, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4185, top5_acc: 0.6698, loss_cls: 2.5953, loss: 2.5953, grad_norm: 1.7734 2020-07-19 08:06:35,839 - mmaction - INFO - Epoch [139][1100/1253] lr: 1.316e-01, eta: 2 days, 1:18:00, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.4154, top5_acc: 0.6622, loss_cls: 2.6173, loss: 2.6173, grad_norm: 1.7831 2020-07-19 08:06:57,133 - mmaction - INFO - Epoch [139][1120/1253] lr: 1.316e-01, eta: 2 days, 1:17:32, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4120, top5_acc: 0.6643, loss_cls: 2.6349, loss: 2.6349, grad_norm: 1.7733 2020-07-19 08:07:18,576 - mmaction - INFO - Epoch [139][1140/1253] lr: 1.316e-01, eta: 2 days, 1:17:04, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4120, top5_acc: 0.6708, loss_cls: 2.6121, loss: 2.6121, grad_norm: 1.7674 2020-07-19 08:07:39,903 - mmaction - INFO - Epoch [139][1160/1253] lr: 1.316e-01, eta: 2 days, 1:16:36, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4182, top5_acc: 0.6635, loss_cls: 2.6162, loss: 2.6162, grad_norm: 1.7479 2020-07-19 08:08:01,176 - mmaction - INFO - Epoch [139][1180/1253] lr: 1.316e-01, eta: 2 days, 1:16:08, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.4133, top5_acc: 0.6542, loss_cls: 2.6546, loss: 2.6546, grad_norm: 1.7800 2020-07-19 08:08:22,413 - mmaction - INFO - Epoch [139][1200/1253] lr: 1.316e-01, eta: 2 days, 1:15:39, time: 1.061, data_time: 0.001, memory: 9059, top1_acc: 0.4143, top5_acc: 0.6615, loss_cls: 2.6437, loss: 2.6437, grad_norm: 1.7676 2020-07-19 08:08:44,274 - mmaction - INFO - Epoch [139][1220/1253] lr: 1.316e-01, eta: 2 days, 1:15:12, time: 1.092, data_time: 0.002, memory: 9059, top1_acc: 0.4107, top5_acc: 0.6563, loss_cls: 2.6566, loss: 2.6566, grad_norm: 1.7943 2020-07-19 08:09:05,873 - mmaction - INFO - Epoch [139][1240/1253] lr: 1.316e-01, eta: 2 days, 1:14:44, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.3948, top5_acc: 0.6742, loss_cls: 2.6160, loss: 2.6160, grad_norm: 1.8060 2020-07-19 08:13:48,524 - mmaction - INFO - Epoch [140][20/1253] lr: 1.298e-01, eta: 2 days, 1:19:12, time: 12.926, data_time: 11.737, memory: 9059, top1_acc: 0.4268, top5_acc: 0.6680, loss_cls: 2.5774, loss: 2.5774, grad_norm: 1.7109 2020-07-19 08:14:09,853 - mmaction - INFO - Epoch [140][40/1253] lr: 1.298e-01, eta: 2 days, 1:18:44, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4151, top5_acc: 0.6630, loss_cls: 2.6245, loss: 2.6245, grad_norm: 1.7803 2020-07-19 08:14:31,274 - mmaction - INFO - Epoch [140][60/1253] lr: 1.298e-01, eta: 2 days, 1:18:16, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4224, top5_acc: 0.6815, loss_cls: 2.5739, loss: 2.5739, grad_norm: 1.7343 2020-07-19 08:14:52,395 - mmaction - INFO - Epoch [140][80/1253] lr: 1.298e-01, eta: 2 days, 1:17:47, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.4174, top5_acc: 0.6672, loss_cls: 2.5809, loss: 2.5809, grad_norm: 1.7405 2020-07-19 08:15:14,033 - mmaction - INFO - Epoch [140][100/1253] lr: 1.298e-01, eta: 2 days, 1:17:19, time: 1.082, data_time: 0.002, memory: 9059, top1_acc: 0.4174, top5_acc: 0.6680, loss_cls: 2.5966, loss: 2.5966, grad_norm: 1.7761 2020-07-19 08:15:35,218 - mmaction - INFO - Epoch [140][120/1253] lr: 1.298e-01, eta: 2 days, 1:16:51, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4326, top5_acc: 0.6852, loss_cls: 2.5255, loss: 2.5255, grad_norm: 1.7632 2020-07-19 08:15:57,172 - mmaction - INFO - Epoch [140][140/1253] lr: 1.298e-01, eta: 2 days, 1:16:23, time: 1.098, data_time: 0.008, memory: 9059, top1_acc: 0.4253, top5_acc: 0.6711, loss_cls: 2.6152, loss: 2.6152, grad_norm: 1.7787 2020-07-19 08:16:19,520 - mmaction - INFO - Epoch [140][160/1253] lr: 1.298e-01, eta: 2 days, 1:15:56, time: 1.117, data_time: 0.019, memory: 9059, top1_acc: 0.4135, top5_acc: 0.6716, loss_cls: 2.6130, loss: 2.6130, grad_norm: 1.7956 2020-07-19 08:16:41,608 - mmaction - INFO - Epoch [140][180/1253] lr: 1.298e-01, eta: 2 days, 1:15:29, time: 1.104, data_time: 0.014, memory: 9059, top1_acc: 0.4219, top5_acc: 0.6664, loss_cls: 2.5663, loss: 2.5663, grad_norm: 1.7626 2020-07-19 08:17:03,158 - mmaction - INFO - Epoch [140][200/1253] lr: 1.298e-01, eta: 2 days, 1:15:01, time: 1.078, data_time: 0.003, memory: 9059, top1_acc: 0.4188, top5_acc: 0.6753, loss_cls: 2.5620, loss: 2.5620, grad_norm: 1.7795 2020-07-19 08:17:24,602 - mmaction - INFO - Epoch [140][220/1253] lr: 1.298e-01, eta: 2 days, 1:14:33, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.3977, top5_acc: 0.6576, loss_cls: 2.6792, loss: 2.6792, grad_norm: 1.7869 2020-07-19 08:17:46,991 - mmaction - INFO - Epoch [140][240/1253] lr: 1.298e-01, eta: 2 days, 1:14:06, time: 1.120, data_time: 0.020, memory: 9059, top1_acc: 0.4182, top5_acc: 0.6768, loss_cls: 2.5914, loss: 2.5914, grad_norm: 1.7582 2020-07-19 08:18:09,286 - mmaction - INFO - Epoch [140][260/1253] lr: 1.298e-01, eta: 2 days, 1:13:39, time: 1.114, data_time: 0.008, memory: 9059, top1_acc: 0.4237, top5_acc: 0.6734, loss_cls: 2.5838, loss: 2.5838, grad_norm: 1.7793 2020-07-19 08:18:31,099 - mmaction - INFO - Epoch [140][280/1253] lr: 1.298e-01, eta: 2 days, 1:13:12, time: 1.092, data_time: 0.010, memory: 9059, top1_acc: 0.4221, top5_acc: 0.6742, loss_cls: 2.5679, loss: 2.5679, grad_norm: 1.7730 2020-07-19 08:18:52,433 - mmaction - INFO - Epoch [140][300/1253] lr: 1.298e-01, eta: 2 days, 1:12:43, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4039, top5_acc: 0.6643, loss_cls: 2.6228, loss: 2.6228, grad_norm: 1.7905 2020-07-19 08:19:13,776 - mmaction - INFO - Epoch [140][320/1253] lr: 1.298e-01, eta: 2 days, 1:12:15, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4203, top5_acc: 0.6677, loss_cls: 2.6033, loss: 2.6033, grad_norm: 1.7731 2020-07-19 08:19:35,116 - mmaction - INFO - Epoch [140][340/1253] lr: 1.298e-01, eta: 2 days, 1:11:47, time: 1.069, data_time: 0.004, memory: 9059, top1_acc: 0.4346, top5_acc: 0.6740, loss_cls: 2.5411, loss: 2.5411, grad_norm: 1.7735 2020-07-19 08:19:56,511 - mmaction - INFO - Epoch [140][360/1253] lr: 1.298e-01, eta: 2 days, 1:11:19, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4057, top5_acc: 0.6622, loss_cls: 2.6215, loss: 2.6215, grad_norm: 1.7913 2020-07-19 08:20:17,781 - mmaction - INFO - Epoch [140][380/1253] lr: 1.298e-01, eta: 2 days, 1:10:50, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4302, top5_acc: 0.6854, loss_cls: 2.5040, loss: 2.5040, grad_norm: 1.7659 2020-07-19 08:20:39,021 - mmaction - INFO - Epoch [140][400/1253] lr: 1.298e-01, eta: 2 days, 1:10:22, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.4302, top5_acc: 0.6721, loss_cls: 2.5785, loss: 2.5785, grad_norm: 1.7866 2020-07-19 08:21:00,227 - mmaction - INFO - Epoch [140][420/1253] lr: 1.298e-01, eta: 2 days, 1:09:54, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4229, top5_acc: 0.6641, loss_cls: 2.6071, loss: 2.6071, grad_norm: 1.7360 2020-07-19 08:21:21,471 - mmaction - INFO - Epoch [140][440/1253] lr: 1.298e-01, eta: 2 days, 1:09:25, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4289, top5_acc: 0.6732, loss_cls: 2.5662, loss: 2.5662, grad_norm: 1.7499 2020-07-19 08:21:43,506 - mmaction - INFO - Epoch [140][460/1253] lr: 1.298e-01, eta: 2 days, 1:08:58, time: 1.102, data_time: 0.002, memory: 9059, top1_acc: 0.4104, top5_acc: 0.6615, loss_cls: 2.6516, loss: 2.6516, grad_norm: 1.7792 2020-07-19 08:22:05,860 - mmaction - INFO - Epoch [140][480/1253] lr: 1.298e-01, eta: 2 days, 1:08:31, time: 1.115, data_time: 0.015, memory: 9059, top1_acc: 0.4206, top5_acc: 0.6701, loss_cls: 2.6276, loss: 2.6276, grad_norm: 1.7451 2020-07-19 08:22:27,713 - mmaction - INFO - Epoch [140][500/1253] lr: 1.298e-01, eta: 2 days, 1:08:04, time: 1.094, data_time: 0.016, memory: 9059, top1_acc: 0.4247, top5_acc: 0.6760, loss_cls: 2.5564, loss: 2.5564, grad_norm: 1.7767 2020-07-19 08:22:49,450 - mmaction - INFO - Epoch [140][520/1253] lr: 1.298e-01, eta: 2 days, 1:07:36, time: 1.087, data_time: 0.016, memory: 9059, top1_acc: 0.4362, top5_acc: 0.6753, loss_cls: 2.5268, loss: 2.5268, grad_norm: 1.7729 2020-07-19 08:23:11,042 - mmaction - INFO - Epoch [140][540/1253] lr: 1.298e-01, eta: 2 days, 1:07:08, time: 1.080, data_time: 0.003, memory: 9059, top1_acc: 0.4109, top5_acc: 0.6628, loss_cls: 2.6449, loss: 2.6449, grad_norm: 1.7915 2020-07-19 08:23:32,383 - mmaction - INFO - Epoch [140][560/1253] lr: 1.298e-01, eta: 2 days, 1:06:40, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4146, top5_acc: 0.6552, loss_cls: 2.6544, loss: 2.6544, grad_norm: 1.7598 2020-07-19 08:23:53,838 - mmaction - INFO - Epoch [140][580/1253] lr: 1.298e-01, eta: 2 days, 1:06:12, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.4276, top5_acc: 0.6794, loss_cls: 2.5405, loss: 2.5405, grad_norm: 1.7523 2020-07-19 08:24:15,116 - mmaction - INFO - Epoch [140][600/1253] lr: 1.298e-01, eta: 2 days, 1:05:43, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4135, top5_acc: 0.6518, loss_cls: 2.6752, loss: 2.6752, grad_norm: 1.8064 2020-07-19 08:24:36,644 - mmaction - INFO - Epoch [140][620/1253] lr: 1.298e-01, eta: 2 days, 1:05:16, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.4177, top5_acc: 0.6638, loss_cls: 2.6205, loss: 2.6205, grad_norm: 1.7475 2020-07-19 08:24:58,100 - mmaction - INFO - Epoch [140][640/1253] lr: 1.298e-01, eta: 2 days, 1:04:47, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4276, top5_acc: 0.6773, loss_cls: 2.5434, loss: 2.5434, grad_norm: 1.7584 2020-07-19 08:25:20,407 - mmaction - INFO - Epoch [140][660/1253] lr: 1.298e-01, eta: 2 days, 1:04:21, time: 1.116, data_time: 0.002, memory: 9059, top1_acc: 0.4086, top5_acc: 0.6714, loss_cls: 2.6125, loss: 2.6125, grad_norm: 1.7765 2020-07-19 08:25:42,806 - mmaction - INFO - Epoch [140][680/1253] lr: 1.298e-01, eta: 2 days, 1:03:54, time: 1.120, data_time: 0.013, memory: 9059, top1_acc: 0.4151, top5_acc: 0.6534, loss_cls: 2.6266, loss: 2.6266, grad_norm: 1.7926 2020-07-19 08:26:04,822 - mmaction - INFO - Epoch [140][700/1253] lr: 1.298e-01, eta: 2 days, 1:03:27, time: 1.099, data_time: 0.012, memory: 9059, top1_acc: 0.4250, top5_acc: 0.6763, loss_cls: 2.5854, loss: 2.5854, grad_norm: 1.7745 2020-07-19 08:26:26,458 - mmaction - INFO - Epoch [140][720/1253] lr: 1.298e-01, eta: 2 days, 1:02:59, time: 1.082, data_time: 0.012, memory: 9059, top1_acc: 0.4133, top5_acc: 0.6674, loss_cls: 2.5886, loss: 2.5886, grad_norm: 1.8051 2020-07-19 08:26:47,677 - mmaction - INFO - Epoch [140][740/1253] lr: 1.298e-01, eta: 2 days, 1:02:30, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4115, top5_acc: 0.6586, loss_cls: 2.6430, loss: 2.6430, grad_norm: 1.7513 2020-07-19 08:27:09,013 - mmaction - INFO - Epoch [140][760/1253] lr: 1.298e-01, eta: 2 days, 1:02:02, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.4102, top5_acc: 0.6612, loss_cls: 2.6595, loss: 2.6595, grad_norm: 1.7959 2020-07-19 08:27:30,857 - mmaction - INFO - Epoch [140][780/1253] lr: 1.298e-01, eta: 2 days, 1:01:35, time: 1.092, data_time: 0.002, memory: 9059, top1_acc: 0.4190, top5_acc: 0.6672, loss_cls: 2.6026, loss: 2.6026, grad_norm: 1.8119 2020-07-19 08:27:52,004 - mmaction - INFO - Epoch [140][800/1253] lr: 1.298e-01, eta: 2 days, 1:01:06, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.4185, top5_acc: 0.6674, loss_cls: 2.5836, loss: 2.5836, grad_norm: 1.8112 2020-07-19 08:28:13,478 - mmaction - INFO - Epoch [140][820/1253] lr: 1.298e-01, eta: 2 days, 1:00:38, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.4245, top5_acc: 0.6763, loss_cls: 2.5626, loss: 2.5626, grad_norm: 1.7401 2020-07-19 08:28:34,894 - mmaction - INFO - Epoch [140][840/1253] lr: 1.298e-01, eta: 2 days, 1:00:10, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4172, top5_acc: 0.6779, loss_cls: 2.5381, loss: 2.5381, grad_norm: 1.7928 2020-07-19 08:28:56,388 - mmaction - INFO - Epoch [140][860/1253] lr: 1.298e-01, eta: 2 days, 0:59:42, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.4206, top5_acc: 0.6536, loss_cls: 2.6402, loss: 2.6402, grad_norm: 1.8141 2020-07-19 08:29:18,858 - mmaction - INFO - Epoch [140][880/1253] lr: 1.298e-01, eta: 2 days, 0:59:16, time: 1.124, data_time: 0.002, memory: 9059, top1_acc: 0.4068, top5_acc: 0.6677, loss_cls: 2.6219, loss: 2.6219, grad_norm: 1.7903 2020-07-19 08:29:40,208 - mmaction - INFO - Epoch [140][900/1253] lr: 1.298e-01, eta: 2 days, 0:58:47, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.4146, top5_acc: 0.6685, loss_cls: 2.6100, loss: 2.6100, grad_norm: 1.7312 2020-07-19 08:30:01,448 - mmaction - INFO - Epoch [140][920/1253] lr: 1.298e-01, eta: 2 days, 0:58:19, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.4060, top5_acc: 0.6599, loss_cls: 2.6276, loss: 2.6276, grad_norm: 1.7748 2020-07-19 08:30:23,445 - mmaction - INFO - Epoch [140][940/1253] lr: 1.298e-01, eta: 2 days, 0:57:52, time: 1.100, data_time: 0.001, memory: 9059, top1_acc: 0.4167, top5_acc: 0.6651, loss_cls: 2.5996, loss: 2.5996, grad_norm: 1.7622 2020-07-19 08:30:45,077 - mmaction - INFO - Epoch [140][960/1253] lr: 1.298e-01, eta: 2 days, 0:57:24, time: 1.081, data_time: 0.001, memory: 9059, top1_acc: 0.4221, top5_acc: 0.6706, loss_cls: 2.5691, loss: 2.5691, grad_norm: 1.7869 2020-07-19 08:31:06,184 - mmaction - INFO - Epoch [140][980/1253] lr: 1.298e-01, eta: 2 days, 0:56:56, time: 1.055, data_time: 0.002, memory: 9059, top1_acc: 0.4193, top5_acc: 0.6682, loss_cls: 2.6109, loss: 2.6109, grad_norm: 1.7544 2020-07-19 08:31:27,580 - mmaction - INFO - Epoch [140][1000/1253] lr: 1.298e-01, eta: 2 days, 0:56:27, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4182, top5_acc: 0.6674, loss_cls: 2.5863, loss: 2.5863, grad_norm: 1.8019 2020-07-19 08:31:49,530 - mmaction - INFO - Epoch [140][1020/1253] lr: 1.298e-01, eta: 2 days, 0:56:00, time: 1.097, data_time: 0.005, memory: 9059, top1_acc: 0.4078, top5_acc: 0.6547, loss_cls: 2.6696, loss: 2.6696, grad_norm: 1.8288 2020-07-19 08:32:12,242 - mmaction - INFO - Epoch [140][1040/1253] lr: 1.298e-01, eta: 2 days, 0:55:34, time: 1.137, data_time: 0.011, memory: 9059, top1_acc: 0.4096, top5_acc: 0.6591, loss_cls: 2.6350, loss: 2.6350, grad_norm: 1.7927 2020-07-19 08:32:34,151 - mmaction - INFO - Epoch [140][1060/1253] lr: 1.298e-01, eta: 2 days, 0:55:07, time: 1.095, data_time: 0.013, memory: 9059, top1_acc: 0.4180, top5_acc: 0.6654, loss_cls: 2.5893, loss: 2.5893, grad_norm: 1.7599 2020-07-19 08:32:55,566 - mmaction - INFO - Epoch [140][1080/1253] lr: 1.298e-01, eta: 2 days, 0:54:38, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4146, top5_acc: 0.6609, loss_cls: 2.6247, loss: 2.6247, grad_norm: 1.7537 2020-07-19 08:33:16,954 - mmaction - INFO - Epoch [140][1100/1253] lr: 1.298e-01, eta: 2 days, 0:54:10, time: 1.071, data_time: 0.003, memory: 9059, top1_acc: 0.4130, top5_acc: 0.6654, loss_cls: 2.6075, loss: 2.6075, grad_norm: 1.8071 2020-07-19 08:33:38,752 - mmaction - INFO - Epoch [140][1120/1253] lr: 1.298e-01, eta: 2 days, 0:53:43, time: 1.089, data_time: 0.002, memory: 9059, top1_acc: 0.4208, top5_acc: 0.6669, loss_cls: 2.6152, loss: 2.6152, grad_norm: 1.7763 2020-07-19 08:34:00,107 - mmaction - INFO - Epoch [140][1140/1253] lr: 1.298e-01, eta: 2 days, 0:53:15, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.4247, top5_acc: 0.6664, loss_cls: 2.5783, loss: 2.5783, grad_norm: 1.7997 2020-07-19 08:34:21,476 - mmaction - INFO - Epoch [140][1160/1253] lr: 1.298e-01, eta: 2 days, 0:52:47, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4245, top5_acc: 0.6734, loss_cls: 2.5868, loss: 2.5868, grad_norm: 1.7819 2020-07-19 08:34:42,989 - mmaction - INFO - Epoch [140][1180/1253] lr: 1.298e-01, eta: 2 days, 0:52:19, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.4154, top5_acc: 0.6698, loss_cls: 2.6296, loss: 2.6296, grad_norm: 1.7868 2020-07-19 08:35:04,352 - mmaction - INFO - Epoch [140][1200/1253] lr: 1.298e-01, eta: 2 days, 0:51:51, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4190, top5_acc: 0.6643, loss_cls: 2.6198, loss: 2.6198, grad_norm: 1.7199 2020-07-19 08:35:26,126 - mmaction - INFO - Epoch [140][1220/1253] lr: 1.298e-01, eta: 2 days, 0:51:23, time: 1.087, data_time: 0.002, memory: 9059, top1_acc: 0.4237, top5_acc: 0.6734, loss_cls: 2.5694, loss: 2.5694, grad_norm: 1.7748 2020-07-19 08:35:48,034 - mmaction - INFO - Epoch [140][1240/1253] lr: 1.298e-01, eta: 2 days, 0:50:56, time: 1.097, data_time: 0.003, memory: 9059, top1_acc: 0.4177, top5_acc: 0.6615, loss_cls: 2.6053, loss: 2.6053, grad_norm: 1.8363 2020-07-19 08:36:07,679 - mmaction - INFO - Saving checkpoint at 140 epochs 2020-07-19 08:39:32,762 - mmaction - INFO - Epoch [141][20/1253] lr: 1.280e-01, eta: 2 days, 0:54:02, time: 10.190, data_time: 8.710, memory: 9059, top1_acc: 0.4115, top5_acc: 0.6701, loss_cls: 2.5888, loss: 2.5888, grad_norm: 1.7929 2020-07-19 08:39:54,754 - mmaction - INFO - Epoch [141][40/1253] lr: 1.280e-01, eta: 2 days, 0:53:35, time: 1.100, data_time: 0.025, memory: 9059, top1_acc: 0.4245, top5_acc: 0.6786, loss_cls: 2.5228, loss: 2.5228, grad_norm: 1.7693 2020-07-19 08:40:16,954 - mmaction - INFO - Epoch [141][60/1253] lr: 1.280e-01, eta: 2 days, 0:53:08, time: 1.109, data_time: 0.012, memory: 9059, top1_acc: 0.4128, top5_acc: 0.6862, loss_cls: 2.5646, loss: 2.5646, grad_norm: 1.7730 2020-07-19 08:40:38,526 - mmaction - INFO - Epoch [141][80/1253] lr: 1.280e-01, eta: 2 days, 0:52:40, time: 1.079, data_time: 0.003, memory: 9059, top1_acc: 0.4159, top5_acc: 0.6703, loss_cls: 2.5686, loss: 2.5686, grad_norm: 1.7572 2020-07-19 08:41:00,136 - mmaction - INFO - Epoch [141][100/1253] lr: 1.280e-01, eta: 2 days, 0:52:12, time: 1.082, data_time: 0.003, memory: 9059, top1_acc: 0.4279, top5_acc: 0.6792, loss_cls: 2.5172, loss: 2.5172, grad_norm: 1.7893 2020-07-19 08:41:21,844 - mmaction - INFO - Epoch [141][120/1253] lr: 1.280e-01, eta: 2 days, 0:51:44, time: 1.085, data_time: 0.001, memory: 9059, top1_acc: 0.4099, top5_acc: 0.6646, loss_cls: 2.6127, loss: 2.6127, grad_norm: 1.8046 2020-07-19 08:41:43,236 - mmaction - INFO - Epoch [141][140/1253] lr: 1.280e-01, eta: 2 days, 0:51:16, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4219, top5_acc: 0.6763, loss_cls: 2.5879, loss: 2.5879, grad_norm: 1.7680 2020-07-19 08:42:04,844 - mmaction - INFO - Epoch [141][160/1253] lr: 1.280e-01, eta: 2 days, 0:50:48, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.4133, top5_acc: 0.6638, loss_cls: 2.6080, loss: 2.6080, grad_norm: 1.7872 2020-07-19 08:42:26,213 - mmaction - INFO - Epoch [141][180/1253] lr: 1.280e-01, eta: 2 days, 0:50:20, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4198, top5_acc: 0.6659, loss_cls: 2.5842, loss: 2.5842, grad_norm: 1.8252 2020-07-19 08:42:47,460 - mmaction - INFO - Epoch [141][200/1253] lr: 1.280e-01, eta: 2 days, 0:49:52, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.4141, top5_acc: 0.6604, loss_cls: 2.6248, loss: 2.6248, grad_norm: 1.8394 2020-07-19 08:43:09,009 - mmaction - INFO - Epoch [141][220/1253] lr: 1.280e-01, eta: 2 days, 0:49:24, time: 1.077, data_time: 0.003, memory: 9059, top1_acc: 0.4182, top5_acc: 0.6573, loss_cls: 2.6552, loss: 2.6552, grad_norm: 1.7788 2020-07-19 08:43:30,287 - mmaction - INFO - Epoch [141][240/1253] lr: 1.280e-01, eta: 2 days, 0:48:56, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.4185, top5_acc: 0.6672, loss_cls: 2.5908, loss: 2.5908, grad_norm: 1.8275 2020-07-19 08:43:51,587 - mmaction - INFO - Epoch [141][260/1253] lr: 1.280e-01, eta: 2 days, 0:48:27, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4198, top5_acc: 0.6737, loss_cls: 2.5856, loss: 2.5856, grad_norm: 1.7870 2020-07-19 08:44:12,879 - mmaction - INFO - Epoch [141][280/1253] lr: 1.280e-01, eta: 2 days, 0:47:59, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.4031, top5_acc: 0.6698, loss_cls: 2.6176, loss: 2.6176, grad_norm: 1.7796 2020-07-19 08:44:34,438 - mmaction - INFO - Epoch [141][300/1253] lr: 1.280e-01, eta: 2 days, 0:47:31, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.4258, top5_acc: 0.6643, loss_cls: 2.5862, loss: 2.5862, grad_norm: 1.7650 2020-07-19 08:44:55,806 - mmaction - INFO - Epoch [141][320/1253] lr: 1.280e-01, eta: 2 days, 0:47:03, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.4172, top5_acc: 0.6695, loss_cls: 2.5859, loss: 2.5859, grad_norm: 1.7817 2020-07-19 08:45:17,019 - mmaction - INFO - Epoch [141][340/1253] lr: 1.280e-01, eta: 2 days, 0:46:35, time: 1.061, data_time: 0.003, memory: 9059, top1_acc: 0.4151, top5_acc: 0.6576, loss_cls: 2.6230, loss: 2.6230, grad_norm: 1.7907 2020-07-19 08:45:38,463 - mmaction - INFO - Epoch [141][360/1253] lr: 1.280e-01, eta: 2 days, 0:46:07, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4208, top5_acc: 0.6688, loss_cls: 2.6016, loss: 2.6016, grad_norm: 1.7771 2020-07-19 08:45:59,977 - mmaction - INFO - Epoch [141][380/1253] lr: 1.280e-01, eta: 2 days, 0:45:39, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.4240, top5_acc: 0.6661, loss_cls: 2.6107, loss: 2.6107, grad_norm: 1.7737 2020-07-19 08:46:21,469 - mmaction - INFO - Epoch [141][400/1253] lr: 1.280e-01, eta: 2 days, 0:45:11, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4112, top5_acc: 0.6690, loss_cls: 2.5987, loss: 2.5987, grad_norm: 1.7962 2020-07-19 08:46:42,798 - mmaction - INFO - Epoch [141][420/1253] lr: 1.280e-01, eta: 2 days, 0:44:43, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4216, top5_acc: 0.6732, loss_cls: 2.5654, loss: 2.5654, grad_norm: 1.8151 2020-07-19 08:47:04,750 - mmaction - INFO - Epoch [141][440/1253] lr: 1.280e-01, eta: 2 days, 0:44:15, time: 1.097, data_time: 0.001, memory: 9059, top1_acc: 0.4135, top5_acc: 0.6560, loss_cls: 2.6207, loss: 2.6207, grad_norm: 1.7940 2020-07-19 08:47:25,871 - mmaction - INFO - Epoch [141][460/1253] lr: 1.280e-01, eta: 2 days, 0:43:47, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.4138, top5_acc: 0.6745, loss_cls: 2.5567, loss: 2.5567, grad_norm: 1.7756 2020-07-19 08:47:47,045 - mmaction - INFO - Epoch [141][480/1253] lr: 1.280e-01, eta: 2 days, 0:43:19, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4068, top5_acc: 0.6589, loss_cls: 2.6408, loss: 2.6408, grad_norm: 1.7990 2020-07-19 08:48:08,275 - mmaction - INFO - Epoch [141][500/1253] lr: 1.280e-01, eta: 2 days, 0:42:50, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.4143, top5_acc: 0.6573, loss_cls: 2.6433, loss: 2.6433, grad_norm: 1.7438 2020-07-19 08:48:29,579 - mmaction - INFO - Epoch [141][520/1253] lr: 1.280e-01, eta: 2 days, 0:42:22, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4232, top5_acc: 0.6622, loss_cls: 2.5912, loss: 2.5912, grad_norm: 1.7960 2020-07-19 08:48:50,966 - mmaction - INFO - Epoch [141][540/1253] lr: 1.280e-01, eta: 2 days, 0:41:54, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4164, top5_acc: 0.6560, loss_cls: 2.6545, loss: 2.6545, grad_norm: 1.7631 2020-07-19 08:49:12,400 - mmaction - INFO - Epoch [141][560/1253] lr: 1.280e-01, eta: 2 days, 0:41:26, time: 1.072, data_time: 0.009, memory: 9059, top1_acc: 0.4398, top5_acc: 0.6763, loss_cls: 2.5324, loss: 2.5324, grad_norm: 1.7467 2020-07-19 08:49:33,716 - mmaction - INFO - Epoch [141][580/1253] lr: 1.280e-01, eta: 2 days, 0:40:58, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4227, top5_acc: 0.6760, loss_cls: 2.5705, loss: 2.5705, grad_norm: 1.7843 2020-07-19 08:49:55,229 - mmaction - INFO - Epoch [141][600/1253] lr: 1.280e-01, eta: 2 days, 0:40:30, time: 1.077, data_time: 0.003, memory: 9059, top1_acc: 0.4326, top5_acc: 0.6779, loss_cls: 2.5299, loss: 2.5299, grad_norm: 1.7966 2020-07-19 08:50:16,483 - mmaction - INFO - Epoch [141][620/1253] lr: 1.280e-01, eta: 2 days, 0:40:02, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4289, top5_acc: 0.6669, loss_cls: 2.6011, loss: 2.6011, grad_norm: 1.7940 2020-07-19 08:50:38,452 - mmaction - INFO - Epoch [141][640/1253] lr: 1.280e-01, eta: 2 days, 0:39:34, time: 1.098, data_time: 0.002, memory: 9059, top1_acc: 0.4076, top5_acc: 0.6622, loss_cls: 2.6274, loss: 2.6274, grad_norm: 1.8120 2020-07-19 08:50:59,661 - mmaction - INFO - Epoch [141][660/1253] lr: 1.280e-01, eta: 2 days, 0:39:06, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4073, top5_acc: 0.6557, loss_cls: 2.6633, loss: 2.6633, grad_norm: 1.7903 2020-07-19 08:51:21,034 - mmaction - INFO - Epoch [141][680/1253] lr: 1.280e-01, eta: 2 days, 0:38:38, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4333, top5_acc: 0.6714, loss_cls: 2.5532, loss: 2.5532, grad_norm: 1.7519 2020-07-19 08:51:42,396 - mmaction - INFO - Epoch [141][700/1253] lr: 1.280e-01, eta: 2 days, 0:38:10, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4125, top5_acc: 0.6703, loss_cls: 2.5848, loss: 2.5848, grad_norm: 1.7996 2020-07-19 08:52:03,507 - mmaction - INFO - Epoch [141][720/1253] lr: 1.280e-01, eta: 2 days, 0:37:41, time: 1.055, data_time: 0.002, memory: 9059, top1_acc: 0.4294, top5_acc: 0.6706, loss_cls: 2.5734, loss: 2.5734, grad_norm: 1.7688 2020-07-19 08:52:24,841 - mmaction - INFO - Epoch [141][740/1253] lr: 1.280e-01, eta: 2 days, 0:37:13, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.4193, top5_acc: 0.6708, loss_cls: 2.6019, loss: 2.6019, grad_norm: 1.8052 2020-07-19 08:52:46,638 - mmaction - INFO - Epoch [141][760/1253] lr: 1.280e-01, eta: 2 days, 0:36:46, time: 1.090, data_time: 0.002, memory: 9059, top1_acc: 0.4211, top5_acc: 0.6719, loss_cls: 2.5844, loss: 2.5844, grad_norm: 1.7806 2020-07-19 08:53:07,921 - mmaction - INFO - Epoch [141][780/1253] lr: 1.280e-01, eta: 2 days, 0:36:18, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4234, top5_acc: 0.6703, loss_cls: 2.6003, loss: 2.6003, grad_norm: 1.8013 2020-07-19 08:53:29,129 - mmaction - INFO - Epoch [141][800/1253] lr: 1.280e-01, eta: 2 days, 0:35:49, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4156, top5_acc: 0.6682, loss_cls: 2.6035, loss: 2.6035, grad_norm: 1.7818 2020-07-19 08:53:50,413 - mmaction - INFO - Epoch [141][820/1253] lr: 1.280e-01, eta: 2 days, 0:35:21, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4086, top5_acc: 0.6643, loss_cls: 2.6055, loss: 2.6055, grad_norm: 1.8037 2020-07-19 08:54:11,656 - mmaction - INFO - Epoch [141][840/1253] lr: 1.280e-01, eta: 2 days, 0:34:53, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4102, top5_acc: 0.6547, loss_cls: 2.6619, loss: 2.6619, grad_norm: 1.7804 2020-07-19 08:54:32,867 - mmaction - INFO - Epoch [141][860/1253] lr: 1.280e-01, eta: 2 days, 0:34:25, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.4237, top5_acc: 0.6667, loss_cls: 2.6171, loss: 2.6171, grad_norm: 1.7418 2020-07-19 08:54:54,141 - mmaction - INFO - Epoch [141][880/1253] lr: 1.280e-01, eta: 2 days, 0:33:56, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4289, top5_acc: 0.6786, loss_cls: 2.5851, loss: 2.5851, grad_norm: 1.7641 2020-07-19 08:55:15,913 - mmaction - INFO - Epoch [141][900/1253] lr: 1.280e-01, eta: 2 days, 0:33:29, time: 1.090, data_time: 0.002, memory: 9059, top1_acc: 0.4128, top5_acc: 0.6471, loss_cls: 2.6712, loss: 2.6712, grad_norm: 1.8072 2020-07-19 08:55:37,357 - mmaction - INFO - Epoch [141][920/1253] lr: 1.280e-01, eta: 2 days, 0:33:01, time: 1.071, data_time: 0.001, memory: 9059, top1_acc: 0.4161, top5_acc: 0.6714, loss_cls: 2.5921, loss: 2.5921, grad_norm: 1.7713 2020-07-19 08:55:58,766 - mmaction - INFO - Epoch [141][940/1253] lr: 1.280e-01, eta: 2 days, 0:32:33, time: 1.071, data_time: 0.004, memory: 9059, top1_acc: 0.4130, top5_acc: 0.6615, loss_cls: 2.6350, loss: 2.6350, grad_norm: 1.7870 2020-07-19 08:56:20,144 - mmaction - INFO - Epoch [141][960/1253] lr: 1.280e-01, eta: 2 days, 0:32:05, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4013, top5_acc: 0.6458, loss_cls: 2.6941, loss: 2.6941, grad_norm: 1.7819 2020-07-19 08:56:41,569 - mmaction - INFO - Epoch [141][980/1253] lr: 1.280e-01, eta: 2 days, 0:31:37, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4104, top5_acc: 0.6602, loss_cls: 2.6377, loss: 2.6377, grad_norm: 1.7712 2020-07-19 08:57:03,260 - mmaction - INFO - Epoch [141][1000/1253] lr: 1.280e-01, eta: 2 days, 0:31:09, time: 1.086, data_time: 0.003, memory: 9059, top1_acc: 0.4083, top5_acc: 0.6628, loss_cls: 2.6464, loss: 2.6464, grad_norm: 1.7934 2020-07-19 08:57:24,521 - mmaction - INFO - Epoch [141][1020/1253] lr: 1.280e-01, eta: 2 days, 0:30:41, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4201, top5_acc: 0.6776, loss_cls: 2.5769, loss: 2.5769, grad_norm: 1.7633 2020-07-19 08:57:45,896 - mmaction - INFO - Epoch [141][1040/1253] lr: 1.280e-01, eta: 2 days, 0:30:13, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.4102, top5_acc: 0.6625, loss_cls: 2.6239, loss: 2.6239, grad_norm: 1.8109 2020-07-19 08:58:07,243 - mmaction - INFO - Epoch [141][1060/1253] lr: 1.280e-01, eta: 2 days, 0:29:45, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4154, top5_acc: 0.6596, loss_cls: 2.6227, loss: 2.6227, grad_norm: 1.7923 2020-07-19 08:58:28,449 - mmaction - INFO - Epoch [141][1080/1253] lr: 1.280e-01, eta: 2 days, 0:29:17, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4294, top5_acc: 0.6599, loss_cls: 2.6000, loss: 2.6000, grad_norm: 1.7809 2020-07-19 08:58:49,810 - mmaction - INFO - Epoch [141][1100/1253] lr: 1.280e-01, eta: 2 days, 0:28:49, time: 1.071, data_time: 0.004, memory: 9059, top1_acc: 0.4328, top5_acc: 0.6807, loss_cls: 2.5248, loss: 2.5248, grad_norm: 1.7651 2020-07-19 08:59:11,073 - mmaction - INFO - Epoch [141][1120/1253] lr: 1.280e-01, eta: 2 days, 0:28:20, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.4245, top5_acc: 0.6714, loss_cls: 2.5677, loss: 2.5677, grad_norm: 1.7788 2020-07-19 08:59:32,973 - mmaction - INFO - Epoch [141][1140/1253] lr: 1.280e-01, eta: 2 days, 0:27:53, time: 1.096, data_time: 0.002, memory: 9059, top1_acc: 0.4102, top5_acc: 0.6708, loss_cls: 2.6336, loss: 2.6336, grad_norm: 1.7663 2020-07-19 08:59:54,080 - mmaction - INFO - Epoch [141][1160/1253] lr: 1.280e-01, eta: 2 days, 0:27:25, time: 1.055, data_time: 0.002, memory: 9059, top1_acc: 0.4294, top5_acc: 0.6714, loss_cls: 2.6005, loss: 2.6005, grad_norm: 1.7967 2020-07-19 09:00:27,665 - mmaction - INFO - Epoch [141][1180/1253] lr: 1.280e-01, eta: 2 days, 0:27:13, time: 1.672, data_time: 0.002, memory: 9059, top1_acc: 0.4260, top5_acc: 0.6758, loss_cls: 2.5562, loss: 2.5562, grad_norm: 1.7620 2020-07-19 09:00:49,535 - mmaction - INFO - Epoch [141][1200/1253] lr: 1.280e-01, eta: 2 days, 0:26:46, time: 1.101, data_time: 0.012, memory: 9059, top1_acc: 0.4240, top5_acc: 0.6648, loss_cls: 2.5840, loss: 2.5840, grad_norm: 1.7848 2020-07-19 09:01:10,853 - mmaction - INFO - Epoch [141][1220/1253] lr: 1.280e-01, eta: 2 days, 0:26:18, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4260, top5_acc: 0.6810, loss_cls: 2.5390, loss: 2.5390, grad_norm: 1.7856 2020-07-19 09:01:32,182 - mmaction - INFO - Epoch [141][1240/1253] lr: 1.280e-01, eta: 2 days, 0:25:50, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4216, top5_acc: 0.6734, loss_cls: 2.5620, loss: 2.5620, grad_norm: 1.8272 2020-07-19 09:05:01,853 - mmaction - INFO - Epoch [142][20/1253] lr: 1.262e-01, eta: 2 days, 0:28:30, time: 9.406, data_time: 8.170, memory: 9059, top1_acc: 0.4185, top5_acc: 0.6638, loss_cls: 2.5942, loss: 2.5942, grad_norm: 1.7922 2020-07-19 09:05:23,125 - mmaction - INFO - Epoch [142][40/1253] lr: 1.262e-01, eta: 2 days, 0:28:02, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4320, top5_acc: 0.6826, loss_cls: 2.5036, loss: 2.5036, grad_norm: 1.7805 2020-07-19 09:05:44,571 - mmaction - INFO - Epoch [142][60/1253] lr: 1.262e-01, eta: 2 days, 0:27:34, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4305, top5_acc: 0.6706, loss_cls: 2.5654, loss: 2.5654, grad_norm: 1.7988 2020-07-19 09:06:06,136 - mmaction - INFO - Epoch [142][80/1253] lr: 1.262e-01, eta: 2 days, 0:27:06, time: 1.078, data_time: 0.003, memory: 9059, top1_acc: 0.4203, top5_acc: 0.6747, loss_cls: 2.5788, loss: 2.5788, grad_norm: 1.7549 2020-07-19 09:06:27,608 - mmaction - INFO - Epoch [142][100/1253] lr: 1.262e-01, eta: 2 days, 0:26:38, time: 1.075, data_time: 0.003, memory: 9059, top1_acc: 0.4206, top5_acc: 0.6612, loss_cls: 2.6171, loss: 2.6171, grad_norm: 1.7964 2020-07-19 09:06:48,969 - mmaction - INFO - Epoch [142][120/1253] lr: 1.262e-01, eta: 2 days, 0:26:10, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4336, top5_acc: 0.6789, loss_cls: 2.5280, loss: 2.5280, grad_norm: 1.7961 2020-07-19 09:07:10,194 - mmaction - INFO - Epoch [142][140/1253] lr: 1.262e-01, eta: 2 days, 0:25:42, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4169, top5_acc: 0.6625, loss_cls: 2.6357, loss: 2.6357, grad_norm: 1.7881 2020-07-19 09:07:32,147 - mmaction - INFO - Epoch [142][160/1253] lr: 1.262e-01, eta: 2 days, 0:25:15, time: 1.097, data_time: 0.002, memory: 9059, top1_acc: 0.4227, top5_acc: 0.6628, loss_cls: 2.5951, loss: 2.5951, grad_norm: 1.7233 2020-07-19 09:07:54,285 - mmaction - INFO - Epoch [142][180/1253] lr: 1.262e-01, eta: 2 days, 0:24:48, time: 1.107, data_time: 0.014, memory: 9059, top1_acc: 0.4242, top5_acc: 0.6758, loss_cls: 2.5602, loss: 2.5602, grad_norm: 1.7664 2020-07-19 09:08:16,506 - mmaction - INFO - Epoch [142][200/1253] lr: 1.262e-01, eta: 2 days, 0:24:21, time: 1.111, data_time: 0.024, memory: 9059, top1_acc: 0.4237, top5_acc: 0.6674, loss_cls: 2.5862, loss: 2.5862, grad_norm: 1.7620 2020-07-19 09:08:37,766 - mmaction - INFO - Epoch [142][220/1253] lr: 1.262e-01, eta: 2 days, 0:23:52, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4299, top5_acc: 0.6747, loss_cls: 2.5604, loss: 2.5604, grad_norm: 1.7832 2020-07-19 09:08:59,190 - mmaction - INFO - Epoch [142][240/1253] lr: 1.262e-01, eta: 2 days, 0:23:24, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4159, top5_acc: 0.6570, loss_cls: 2.6233, loss: 2.6233, grad_norm: 1.7988 2020-07-19 09:09:20,509 - mmaction - INFO - Epoch [142][260/1253] lr: 1.262e-01, eta: 2 days, 0:22:56, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4211, top5_acc: 0.6708, loss_cls: 2.6012, loss: 2.6012, grad_norm: 1.7919 2020-07-19 09:09:41,884 - mmaction - INFO - Epoch [142][280/1253] lr: 1.262e-01, eta: 2 days, 0:22:28, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4182, top5_acc: 0.6745, loss_cls: 2.5971, loss: 2.5971, grad_norm: 1.8152 2020-07-19 09:10:03,077 - mmaction - INFO - Epoch [142][300/1253] lr: 1.262e-01, eta: 2 days, 0:22:00, time: 1.059, data_time: 0.003, memory: 9059, top1_acc: 0.4154, top5_acc: 0.6703, loss_cls: 2.5926, loss: 2.5926, grad_norm: 1.8363 2020-07-19 09:10:24,848 - mmaction - INFO - Epoch [142][320/1253] lr: 1.262e-01, eta: 2 days, 0:21:33, time: 1.089, data_time: 0.002, memory: 9059, top1_acc: 0.4237, top5_acc: 0.6693, loss_cls: 2.5554, loss: 2.5554, grad_norm: 1.7880 2020-07-19 09:10:46,735 - mmaction - INFO - Epoch [142][340/1253] lr: 1.262e-01, eta: 2 days, 0:21:05, time: 1.095, data_time: 0.002, memory: 9059, top1_acc: 0.4305, top5_acc: 0.6807, loss_cls: 2.5138, loss: 2.5138, grad_norm: 1.7975 2020-07-19 09:11:08,246 - mmaction - INFO - Epoch [142][360/1253] lr: 1.262e-01, eta: 2 days, 0:20:37, time: 1.075, data_time: 0.007, memory: 9059, top1_acc: 0.4253, top5_acc: 0.6807, loss_cls: 2.5172, loss: 2.5172, grad_norm: 1.8234 2020-07-19 09:11:29,646 - mmaction - INFO - Epoch [142][380/1253] lr: 1.262e-01, eta: 2 days, 0:20:09, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.4328, top5_acc: 0.6750, loss_cls: 2.5234, loss: 2.5234, grad_norm: 1.8043 2020-07-19 09:11:51,091 - mmaction - INFO - Epoch [142][400/1253] lr: 1.262e-01, eta: 2 days, 0:19:41, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.4180, top5_acc: 0.6724, loss_cls: 2.5846, loss: 2.5846, grad_norm: 1.7886 2020-07-19 09:12:12,606 - mmaction - INFO - Epoch [142][420/1253] lr: 1.262e-01, eta: 2 days, 0:19:14, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4273, top5_acc: 0.6633, loss_cls: 2.5895, loss: 2.5895, grad_norm: 1.8149 2020-07-19 09:12:33,959 - mmaction - INFO - Epoch [142][440/1253] lr: 1.262e-01, eta: 2 days, 0:18:45, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.4154, top5_acc: 0.6701, loss_cls: 2.5648, loss: 2.5648, grad_norm: 1.7640 2020-07-19 09:12:55,750 - mmaction - INFO - Epoch [142][460/1253] lr: 1.262e-01, eta: 2 days, 0:18:18, time: 1.090, data_time: 0.002, memory: 9059, top1_acc: 0.4266, top5_acc: 0.6688, loss_cls: 2.5798, loss: 2.5798, grad_norm: 1.7975 2020-07-19 09:13:17,048 - mmaction - INFO - Epoch [142][480/1253] lr: 1.262e-01, eta: 2 days, 0:17:50, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4299, top5_acc: 0.6711, loss_cls: 2.5692, loss: 2.5692, grad_norm: 1.8077 2020-07-19 09:13:38,325 - mmaction - INFO - Epoch [142][500/1253] lr: 1.262e-01, eta: 2 days, 0:17:22, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4169, top5_acc: 0.6706, loss_cls: 2.6071, loss: 2.6071, grad_norm: 1.7900 2020-07-19 09:13:59,497 - mmaction - INFO - Epoch [142][520/1253] lr: 1.262e-01, eta: 2 days, 0:16:53, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.4253, top5_acc: 0.6742, loss_cls: 2.5778, loss: 2.5778, grad_norm: 1.8062 2020-07-19 09:14:21,476 - mmaction - INFO - Epoch [142][540/1253] lr: 1.262e-01, eta: 2 days, 0:16:26, time: 1.100, data_time: 0.003, memory: 9059, top1_acc: 0.4156, top5_acc: 0.6659, loss_cls: 2.5961, loss: 2.5961, grad_norm: 1.7965 2020-07-19 09:14:42,868 - mmaction - INFO - Epoch [142][560/1253] lr: 1.262e-01, eta: 2 days, 0:15:58, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4065, top5_acc: 0.6690, loss_cls: 2.6283, loss: 2.6283, grad_norm: 1.8450 2020-07-19 09:15:04,158 - mmaction - INFO - Epoch [142][580/1253] lr: 1.262e-01, eta: 2 days, 0:15:30, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.4156, top5_acc: 0.6646, loss_cls: 2.6091, loss: 2.6091, grad_norm: 1.7770 2020-07-19 09:15:25,277 - mmaction - INFO - Epoch [142][600/1253] lr: 1.262e-01, eta: 2 days, 0:15:02, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.4081, top5_acc: 0.6576, loss_cls: 2.6552, loss: 2.6552, grad_norm: 1.7926 2020-07-19 09:15:46,776 - mmaction - INFO - Epoch [142][620/1253] lr: 1.262e-01, eta: 2 days, 0:14:34, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4219, top5_acc: 0.6706, loss_cls: 2.5619, loss: 2.5619, grad_norm: 1.7569 2020-07-19 09:16:08,218 - mmaction - INFO - Epoch [142][640/1253] lr: 1.262e-01, eta: 2 days, 0:14:06, time: 1.072, data_time: 0.001, memory: 9059, top1_acc: 0.4214, top5_acc: 0.6792, loss_cls: 2.5533, loss: 2.5533, grad_norm: 1.8728 2020-07-19 09:16:29,611 - mmaction - INFO - Epoch [142][660/1253] lr: 1.262e-01, eta: 2 days, 0:13:38, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4260, top5_acc: 0.6701, loss_cls: 2.5405, loss: 2.5405, grad_norm: 1.7681 2020-07-19 09:16:50,924 - mmaction - INFO - Epoch [142][680/1253] lr: 1.262e-01, eta: 2 days, 0:13:10, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4159, top5_acc: 0.6622, loss_cls: 2.6354, loss: 2.6354, grad_norm: 1.8112 2020-07-19 09:17:12,344 - mmaction - INFO - Epoch [142][700/1253] lr: 1.262e-01, eta: 2 days, 0:12:42, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4133, top5_acc: 0.6706, loss_cls: 2.5972, loss: 2.5972, grad_norm: 1.8617 2020-07-19 09:17:33,564 - mmaction - INFO - Epoch [142][720/1253] lr: 1.262e-01, eta: 2 days, 0:12:14, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.4182, top5_acc: 0.6693, loss_cls: 2.5873, loss: 2.5873, grad_norm: 1.8041 2020-07-19 09:17:55,028 - mmaction - INFO - Epoch [142][740/1253] lr: 1.262e-01, eta: 2 days, 0:11:46, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.4154, top5_acc: 0.6716, loss_cls: 2.6011, loss: 2.6011, grad_norm: 1.8033 2020-07-19 09:18:16,240 - mmaction - INFO - Epoch [142][760/1253] lr: 1.262e-01, eta: 2 days, 0:11:18, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4169, top5_acc: 0.6581, loss_cls: 2.6323, loss: 2.6323, grad_norm: 1.8128 2020-07-19 09:18:37,622 - mmaction - INFO - Epoch [142][780/1253] lr: 1.262e-01, eta: 2 days, 0:10:50, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4125, top5_acc: 0.6706, loss_cls: 2.6098, loss: 2.6098, grad_norm: 1.7995 2020-07-19 09:18:59,135 - mmaction - INFO - Epoch [142][800/1253] lr: 1.262e-01, eta: 2 days, 0:10:22, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.4341, top5_acc: 0.6714, loss_cls: 2.5699, loss: 2.5699, grad_norm: 1.8260 2020-07-19 09:19:20,462 - mmaction - INFO - Epoch [142][820/1253] lr: 1.262e-01, eta: 2 days, 0:09:54, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4208, top5_acc: 0.6596, loss_cls: 2.6314, loss: 2.6314, grad_norm: 1.7874 2020-07-19 09:19:41,766 - mmaction - INFO - Epoch [142][840/1253] lr: 1.262e-01, eta: 2 days, 0:09:26, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4174, top5_acc: 0.6641, loss_cls: 2.6010, loss: 2.6010, grad_norm: 1.7971 2020-07-19 09:20:03,130 - mmaction - INFO - Epoch [142][860/1253] lr: 1.262e-01, eta: 2 days, 0:08:58, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4253, top5_acc: 0.6651, loss_cls: 2.5740, loss: 2.5740, grad_norm: 1.7948 2020-07-19 09:20:24,594 - mmaction - INFO - Epoch [142][880/1253] lr: 1.262e-01, eta: 2 days, 0:08:30, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.4456, top5_acc: 0.6701, loss_cls: 2.5263, loss: 2.5263, grad_norm: 1.7819 2020-07-19 09:20:46,136 - mmaction - INFO - Epoch [142][900/1253] lr: 1.262e-01, eta: 2 days, 0:08:02, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.4273, top5_acc: 0.6753, loss_cls: 2.5399, loss: 2.5399, grad_norm: 1.8020 2020-07-19 09:21:07,465 - mmaction - INFO - Epoch [142][920/1253] lr: 1.262e-01, eta: 2 days, 0:07:34, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4250, top5_acc: 0.6875, loss_cls: 2.5142, loss: 2.5142, grad_norm: 1.8172 2020-07-19 09:21:29,096 - mmaction - INFO - Epoch [142][940/1253] lr: 1.262e-01, eta: 2 days, 0:07:07, time: 1.082, data_time: 0.002, memory: 9059, top1_acc: 0.4117, top5_acc: 0.6599, loss_cls: 2.6425, loss: 2.6425, grad_norm: 1.8163 2020-07-19 09:21:50,322 - mmaction - INFO - Epoch [142][960/1253] lr: 1.262e-01, eta: 2 days, 0:06:38, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4245, top5_acc: 0.6727, loss_cls: 2.5998, loss: 2.5998, grad_norm: 1.7943 2020-07-19 09:22:11,706 - mmaction - INFO - Epoch [142][980/1253] lr: 1.262e-01, eta: 2 days, 0:06:10, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4216, top5_acc: 0.6721, loss_cls: 2.5648, loss: 2.5648, grad_norm: 1.8089 2020-07-19 09:22:34,080 - mmaction - INFO - Epoch [142][1000/1253] lr: 1.262e-01, eta: 2 days, 0:05:44, time: 1.119, data_time: 0.001, memory: 9059, top1_acc: 0.4094, top5_acc: 0.6557, loss_cls: 2.6194, loss: 2.6194, grad_norm: 1.8316 2020-07-19 09:22:55,577 - mmaction - INFO - Epoch [142][1020/1253] lr: 1.262e-01, eta: 2 days, 0:05:16, time: 1.073, data_time: 0.001, memory: 9059, top1_acc: 0.4349, top5_acc: 0.6672, loss_cls: 2.5700, loss: 2.5700, grad_norm: 1.7861 2020-07-19 09:23:16,862 - mmaction - INFO - Epoch [142][1040/1253] lr: 1.262e-01, eta: 2 days, 0:04:48, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4154, top5_acc: 0.6753, loss_cls: 2.5787, loss: 2.5787, grad_norm: 1.8220 2020-07-19 09:23:38,200 - mmaction - INFO - Epoch [142][1060/1253] lr: 1.262e-01, eta: 2 days, 0:04:20, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4151, top5_acc: 0.6656, loss_cls: 2.6054, loss: 2.6054, grad_norm: 1.8143 2020-07-19 09:23:59,369 - mmaction - INFO - Epoch [142][1080/1253] lr: 1.262e-01, eta: 2 days, 0:03:52, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.4128, top5_acc: 0.6604, loss_cls: 2.6223, loss: 2.6223, grad_norm: 1.8283 2020-07-19 09:24:20,623 - mmaction - INFO - Epoch [142][1100/1253] lr: 1.262e-01, eta: 2 days, 0:03:24, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4112, top5_acc: 0.6516, loss_cls: 2.6553, loss: 2.6553, grad_norm: 1.8247 2020-07-19 09:24:42,003 - mmaction - INFO - Epoch [142][1120/1253] lr: 1.262e-01, eta: 2 days, 0:02:56, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4117, top5_acc: 0.6552, loss_cls: 2.6537, loss: 2.6537, grad_norm: 1.7760 2020-07-19 09:25:03,122 - mmaction - INFO - Epoch [142][1140/1253] lr: 1.262e-01, eta: 2 days, 0:02:27, time: 1.054, data_time: 0.001, memory: 9059, top1_acc: 0.4148, top5_acc: 0.6664, loss_cls: 2.6218, loss: 2.6218, grad_norm: 1.8189 2020-07-19 09:25:24,479 - mmaction - INFO - Epoch [142][1160/1253] lr: 1.262e-01, eta: 2 days, 0:01:59, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.4237, top5_acc: 0.6768, loss_cls: 2.5358, loss: 2.5358, grad_norm: 1.7775 2020-07-19 09:25:45,858 - mmaction - INFO - Epoch [142][1180/1253] lr: 1.262e-01, eta: 2 days, 0:01:31, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4138, top5_acc: 0.6563, loss_cls: 2.6265, loss: 2.6265, grad_norm: 1.8121 2020-07-19 09:26:07,706 - mmaction - INFO - Epoch [142][1200/1253] lr: 1.262e-01, eta: 2 days, 0:01:04, time: 1.087, data_time: 0.002, memory: 9059, top1_acc: 0.4206, top5_acc: 0.6576, loss_cls: 2.6610, loss: 2.6610, grad_norm: 1.7762 2020-07-19 09:26:29,500 - mmaction - INFO - Epoch [142][1220/1253] lr: 1.262e-01, eta: 2 days, 0:00:37, time: 1.095, data_time: 0.008, memory: 9059, top1_acc: 0.4161, top5_acc: 0.6672, loss_cls: 2.6013, loss: 2.6013, grad_norm: 1.7688 2020-07-19 09:26:50,912 - mmaction - INFO - Epoch [142][1240/1253] lr: 1.262e-01, eta: 2 days, 0:00:09, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.3904, top5_acc: 0.6482, loss_cls: 2.6992, loss: 2.6992, grad_norm: 1.8279 2020-07-19 09:30:21,799 - mmaction - INFO - Epoch [143][20/1253] lr: 1.244e-01, eta: 2 days, 0:02:47, time: 9.454, data_time: 8.103, memory: 9059, top1_acc: 0.4281, top5_acc: 0.6768, loss_cls: 2.5344, loss: 2.5344, grad_norm: 1.8040 2020-07-19 09:30:43,035 - mmaction - INFO - Epoch [143][40/1253] lr: 1.244e-01, eta: 2 days, 0:02:18, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4302, top5_acc: 0.6740, loss_cls: 2.5735, loss: 2.5735, grad_norm: 1.8358 2020-07-19 09:31:04,329 - mmaction - INFO - Epoch [143][60/1253] lr: 1.244e-01, eta: 2 days, 0:01:50, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4299, top5_acc: 0.6706, loss_cls: 2.5513, loss: 2.5513, grad_norm: 1.7679 2020-07-19 09:31:25,533 - mmaction - INFO - Epoch [143][80/1253] lr: 1.244e-01, eta: 2 days, 0:01:22, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4167, top5_acc: 0.6589, loss_cls: 2.5721, loss: 2.5721, grad_norm: 1.8234 2020-07-19 09:31:46,843 - mmaction - INFO - Epoch [143][100/1253] lr: 1.244e-01, eta: 2 days, 0:00:54, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4250, top5_acc: 0.6716, loss_cls: 2.5521, loss: 2.5521, grad_norm: 1.8198 2020-07-19 09:32:08,358 - mmaction - INFO - Epoch [143][120/1253] lr: 1.244e-01, eta: 2 days, 0:00:26, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.4292, top5_acc: 0.6661, loss_cls: 2.5683, loss: 2.5683, grad_norm: 1.8222 2020-07-19 09:32:29,634 - mmaction - INFO - Epoch [143][140/1253] lr: 1.244e-01, eta: 1 day, 23:59:58, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4219, top5_acc: 0.6727, loss_cls: 2.5667, loss: 2.5667, grad_norm: 1.8233 2020-07-19 09:32:50,878 - mmaction - INFO - Epoch [143][160/1253] lr: 1.244e-01, eta: 1 day, 23:59:30, time: 1.065, data_time: 0.005, memory: 9059, top1_acc: 0.4172, top5_acc: 0.6648, loss_cls: 2.6055, loss: 2.6055, grad_norm: 1.8165 2020-07-19 09:33:12,179 - mmaction - INFO - Epoch [143][180/1253] lr: 1.244e-01, eta: 1 day, 23:59:02, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.4112, top5_acc: 0.6594, loss_cls: 2.6427, loss: 2.6427, grad_norm: 1.7998 2020-07-19 09:33:33,516 - mmaction - INFO - Epoch [143][200/1253] lr: 1.244e-01, eta: 1 day, 23:58:34, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4188, top5_acc: 0.6820, loss_cls: 2.5648, loss: 2.5648, grad_norm: 1.8445 2020-07-19 09:33:54,861 - mmaction - INFO - Epoch [143][220/1253] lr: 1.244e-01, eta: 1 day, 23:58:06, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4307, top5_acc: 0.6833, loss_cls: 2.5075, loss: 2.5075, grad_norm: 1.8152 2020-07-19 09:34:16,278 - mmaction - INFO - Epoch [143][240/1253] lr: 1.244e-01, eta: 1 day, 23:57:38, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.4138, top5_acc: 0.6701, loss_cls: 2.6013, loss: 2.6013, grad_norm: 1.8015 2020-07-19 09:34:37,728 - mmaction - INFO - Epoch [143][260/1253] lr: 1.244e-01, eta: 1 day, 23:57:10, time: 1.073, data_time: 0.003, memory: 9059, top1_acc: 0.4339, top5_acc: 0.6813, loss_cls: 2.5268, loss: 2.5268, grad_norm: 1.7968 2020-07-19 09:34:58,932 - mmaction - INFO - Epoch [143][280/1253] lr: 1.244e-01, eta: 1 day, 23:56:42, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4208, top5_acc: 0.6760, loss_cls: 2.5456, loss: 2.5456, grad_norm: 1.7947 2020-07-19 09:35:20,406 - mmaction - INFO - Epoch [143][300/1253] lr: 1.244e-01, eta: 1 day, 23:56:14, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4214, top5_acc: 0.6523, loss_cls: 2.6139, loss: 2.6139, grad_norm: 1.7734 2020-07-19 09:35:41,781 - mmaction - INFO - Epoch [143][320/1253] lr: 1.244e-01, eta: 1 day, 23:55:46, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4268, top5_acc: 0.6602, loss_cls: 2.5930, loss: 2.5930, grad_norm: 1.8219 2020-07-19 09:36:03,048 - mmaction - INFO - Epoch [143][340/1253] lr: 1.244e-01, eta: 1 day, 23:55:18, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4096, top5_acc: 0.6690, loss_cls: 2.5962, loss: 2.5962, grad_norm: 1.8169 2020-07-19 09:36:24,558 - mmaction - INFO - Epoch [143][360/1253] lr: 1.244e-01, eta: 1 day, 23:54:50, time: 1.075, data_time: 0.001, memory: 9059, top1_acc: 0.4229, top5_acc: 0.6771, loss_cls: 2.5308, loss: 2.5308, grad_norm: 1.8170 2020-07-19 09:36:46,643 - mmaction - INFO - Epoch [143][380/1253] lr: 1.244e-01, eta: 1 day, 23:54:23, time: 1.104, data_time: 0.002, memory: 9059, top1_acc: 0.4188, top5_acc: 0.6766, loss_cls: 2.5795, loss: 2.5795, grad_norm: 1.7902 2020-07-19 09:37:08,691 - mmaction - INFO - Epoch [143][400/1253] lr: 1.244e-01, eta: 1 day, 23:53:56, time: 1.102, data_time: 0.002, memory: 9059, top1_acc: 0.4263, top5_acc: 0.6760, loss_cls: 2.5637, loss: 2.5637, grad_norm: 1.8395 2020-07-19 09:37:30,099 - mmaction - INFO - Epoch [143][420/1253] lr: 1.244e-01, eta: 1 day, 23:53:28, time: 1.073, data_time: 0.003, memory: 9059, top1_acc: 0.4177, top5_acc: 0.6758, loss_cls: 2.5625, loss: 2.5625, grad_norm: 1.8144 2020-07-19 09:37:51,405 - mmaction - INFO - Epoch [143][440/1253] lr: 1.244e-01, eta: 1 day, 23:53:00, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.4214, top5_acc: 0.6703, loss_cls: 2.5949, loss: 2.5949, grad_norm: 1.8397 2020-07-19 09:38:12,941 - mmaction - INFO - Epoch [143][460/1253] lr: 1.244e-01, eta: 1 day, 23:52:33, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.4268, top5_acc: 0.6737, loss_cls: 2.5620, loss: 2.5620, grad_norm: 1.7879 2020-07-19 09:38:34,636 - mmaction - INFO - Epoch [143][480/1253] lr: 1.244e-01, eta: 1 day, 23:52:05, time: 1.083, data_time: 0.001, memory: 9059, top1_acc: 0.4346, top5_acc: 0.6776, loss_cls: 2.5185, loss: 2.5185, grad_norm: 1.7792 2020-07-19 09:38:55,854 - mmaction - INFO - Epoch [143][500/1253] lr: 1.244e-01, eta: 1 day, 23:51:37, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4331, top5_acc: 0.6630, loss_cls: 2.5665, loss: 2.5665, grad_norm: 1.8253 2020-07-19 09:39:17,146 - mmaction - INFO - Epoch [143][520/1253] lr: 1.244e-01, eta: 1 day, 23:51:09, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.4151, top5_acc: 0.6641, loss_cls: 2.6129, loss: 2.6129, grad_norm: 1.7855 2020-07-19 09:39:38,602 - mmaction - INFO - Epoch [143][540/1253] lr: 1.244e-01, eta: 1 day, 23:50:41, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4094, top5_acc: 0.6602, loss_cls: 2.6493, loss: 2.6493, grad_norm: 1.8099 2020-07-19 09:40:00,039 - mmaction - INFO - Epoch [143][560/1253] lr: 1.244e-01, eta: 1 day, 23:50:13, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4336, top5_acc: 0.6729, loss_cls: 2.5713, loss: 2.5713, grad_norm: 1.8020 2020-07-19 09:40:21,445 - mmaction - INFO - Epoch [143][580/1253] lr: 1.244e-01, eta: 1 day, 23:49:45, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4323, top5_acc: 0.6690, loss_cls: 2.5788, loss: 2.5788, grad_norm: 1.7921 2020-07-19 09:40:42,813 - mmaction - INFO - Epoch [143][600/1253] lr: 1.244e-01, eta: 1 day, 23:49:17, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4214, top5_acc: 0.6781, loss_cls: 2.5645, loss: 2.5645, grad_norm: 1.8372 2020-07-19 09:41:04,436 - mmaction - INFO - Epoch [143][620/1253] lr: 1.244e-01, eta: 1 day, 23:48:50, time: 1.081, data_time: 0.001, memory: 9059, top1_acc: 0.4188, top5_acc: 0.6716, loss_cls: 2.5672, loss: 2.5672, grad_norm: 1.8467 2020-07-19 09:41:26,128 - mmaction - INFO - Epoch [143][640/1253] lr: 1.244e-01, eta: 1 day, 23:48:22, time: 1.084, data_time: 0.002, memory: 9059, top1_acc: 0.4099, top5_acc: 0.6716, loss_cls: 2.6038, loss: 2.6038, grad_norm: 1.7812 2020-07-19 09:41:47,545 - mmaction - INFO - Epoch [143][660/1253] lr: 1.244e-01, eta: 1 day, 23:47:54, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4294, top5_acc: 0.6878, loss_cls: 2.5029, loss: 2.5029, grad_norm: 1.7841 2020-07-19 09:42:08,958 - mmaction - INFO - Epoch [143][680/1253] lr: 1.244e-01, eta: 1 day, 23:47:26, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4247, top5_acc: 0.6815, loss_cls: 2.5374, loss: 2.5374, grad_norm: 1.8040 2020-07-19 09:42:30,602 - mmaction - INFO - Epoch [143][700/1253] lr: 1.244e-01, eta: 1 day, 23:46:59, time: 1.080, data_time: 0.001, memory: 9059, top1_acc: 0.4294, top5_acc: 0.6784, loss_cls: 2.5380, loss: 2.5380, grad_norm: 1.7771 2020-07-19 09:42:52,105 - mmaction - INFO - Epoch [143][720/1253] lr: 1.244e-01, eta: 1 day, 23:46:31, time: 1.076, data_time: 0.003, memory: 9059, top1_acc: 0.4263, top5_acc: 0.6773, loss_cls: 2.5604, loss: 2.5604, grad_norm: 1.8126 2020-07-19 09:43:13,321 - mmaction - INFO - Epoch [143][740/1253] lr: 1.244e-01, eta: 1 day, 23:46:03, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4188, top5_acc: 0.6552, loss_cls: 2.6029, loss: 2.6029, grad_norm: 1.7970 2020-07-19 09:43:34,781 - mmaction - INFO - Epoch [143][760/1253] lr: 1.244e-01, eta: 1 day, 23:45:35, time: 1.072, data_time: 0.001, memory: 9059, top1_acc: 0.4148, top5_acc: 0.6698, loss_cls: 2.6073, loss: 2.6073, grad_norm: 1.8370 2020-07-19 09:43:56,426 - mmaction - INFO - Epoch [143][780/1253] lr: 1.244e-01, eta: 1 day, 23:45:08, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.4216, top5_acc: 0.6617, loss_cls: 2.6289, loss: 2.6289, grad_norm: 1.7875 2020-07-19 09:44:17,756 - mmaction - INFO - Epoch [143][800/1253] lr: 1.244e-01, eta: 1 day, 23:44:40, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.4180, top5_acc: 0.6693, loss_cls: 2.6322, loss: 2.6322, grad_norm: 1.7739 2020-07-19 09:44:39,088 - mmaction - INFO - Epoch [143][820/1253] lr: 1.244e-01, eta: 1 day, 23:44:12, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.4154, top5_acc: 0.6766, loss_cls: 2.5331, loss: 2.5331, grad_norm: 1.7879 2020-07-19 09:45:01,131 - mmaction - INFO - Epoch [143][840/1253] lr: 1.244e-01, eta: 1 day, 23:43:45, time: 1.101, data_time: 0.001, memory: 9059, top1_acc: 0.4289, top5_acc: 0.6711, loss_cls: 2.5831, loss: 2.5831, grad_norm: 1.8061 2020-07-19 09:45:22,694 - mmaction - INFO - Epoch [143][860/1253] lr: 1.244e-01, eta: 1 day, 23:43:17, time: 1.080, data_time: 0.003, memory: 9059, top1_acc: 0.4219, top5_acc: 0.6740, loss_cls: 2.5853, loss: 2.5853, grad_norm: 1.7767 2020-07-19 09:45:43,974 - mmaction - INFO - Epoch [143][880/1253] lr: 1.244e-01, eta: 1 day, 23:42:49, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4247, top5_acc: 0.6729, loss_cls: 2.5723, loss: 2.5723, grad_norm: 1.8089 2020-07-19 09:46:05,651 - mmaction - INFO - Epoch [143][900/1253] lr: 1.244e-01, eta: 1 day, 23:42:22, time: 1.083, data_time: 0.002, memory: 9059, top1_acc: 0.4284, top5_acc: 0.6750, loss_cls: 2.5475, loss: 2.5475, grad_norm: 1.8077 2020-07-19 09:46:26,834 - mmaction - INFO - Epoch [143][920/1253] lr: 1.244e-01, eta: 1 day, 23:41:53, time: 1.061, data_time: 0.003, memory: 9059, top1_acc: 0.4242, top5_acc: 0.6646, loss_cls: 2.6088, loss: 2.6088, grad_norm: 1.8093 2020-07-19 09:46:48,205 - mmaction - INFO - Epoch [143][940/1253] lr: 1.244e-01, eta: 1 day, 23:41:26, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4193, top5_acc: 0.6669, loss_cls: 2.5868, loss: 2.5868, grad_norm: 1.8014 2020-07-19 09:47:09,517 - mmaction - INFO - Epoch [143][960/1253] lr: 1.244e-01, eta: 1 day, 23:40:58, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.4208, top5_acc: 0.6674, loss_cls: 2.5895, loss: 2.5895, grad_norm: 1.8396 2020-07-19 09:47:30,829 - mmaction - INFO - Epoch [143][980/1253] lr: 1.244e-01, eta: 1 day, 23:40:30, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.4232, top5_acc: 0.6672, loss_cls: 2.5865, loss: 2.5865, grad_norm: 1.7874 2020-07-19 09:47:52,187 - mmaction - INFO - Epoch [143][1000/1253] lr: 1.244e-01, eta: 1 day, 23:40:02, time: 1.070, data_time: 0.005, memory: 9059, top1_acc: 0.4063, top5_acc: 0.6654, loss_cls: 2.6144, loss: 2.6144, grad_norm: 1.8164 2020-07-19 09:48:13,610 - mmaction - INFO - Epoch [143][1020/1253] lr: 1.244e-01, eta: 1 day, 23:39:34, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4177, top5_acc: 0.6563, loss_cls: 2.6389, loss: 2.6389, grad_norm: 1.8088 2020-07-19 09:48:34,923 - mmaction - INFO - Epoch [143][1040/1253] lr: 1.244e-01, eta: 1 day, 23:39:06, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.4169, top5_acc: 0.6615, loss_cls: 2.5913, loss: 2.5913, grad_norm: 1.7845 2020-07-19 09:48:56,376 - mmaction - INFO - Epoch [143][1060/1253] lr: 1.244e-01, eta: 1 day, 23:38:38, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.4260, top5_acc: 0.6656, loss_cls: 2.5932, loss: 2.5932, grad_norm: 1.7981 2020-07-19 09:49:18,192 - mmaction - INFO - Epoch [143][1080/1253] lr: 1.244e-01, eta: 1 day, 23:38:11, time: 1.090, data_time: 0.001, memory: 9059, top1_acc: 0.4102, top5_acc: 0.6654, loss_cls: 2.6255, loss: 2.6255, grad_norm: 1.8236 2020-07-19 09:49:39,522 - mmaction - INFO - Epoch [143][1100/1253] lr: 1.244e-01, eta: 1 day, 23:37:43, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4216, top5_acc: 0.6661, loss_cls: 2.6096, loss: 2.6096, grad_norm: 1.8022 2020-07-19 09:50:00,882 - mmaction - INFO - Epoch [143][1120/1253] lr: 1.244e-01, eta: 1 day, 23:37:15, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4169, top5_acc: 0.6667, loss_cls: 2.6382, loss: 2.6382, grad_norm: 1.8167 2020-07-19 09:50:22,577 - mmaction - INFO - Epoch [143][1140/1253] lr: 1.244e-01, eta: 1 day, 23:36:48, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.4245, top5_acc: 0.6698, loss_cls: 2.5914, loss: 2.5914, grad_norm: 1.8118 2020-07-19 09:50:43,842 - mmaction - INFO - Epoch [143][1160/1253] lr: 1.244e-01, eta: 1 day, 23:36:20, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.4276, top5_acc: 0.6609, loss_cls: 2.5906, loss: 2.5906, grad_norm: 1.7982 2020-07-19 09:51:05,334 - mmaction - INFO - Epoch [143][1180/1253] lr: 1.244e-01, eta: 1 day, 23:35:52, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4336, top5_acc: 0.6813, loss_cls: 2.5220, loss: 2.5220, grad_norm: 1.8107 2020-07-19 09:51:26,904 - mmaction - INFO - Epoch [143][1200/1253] lr: 1.244e-01, eta: 1 day, 23:35:24, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.4260, top5_acc: 0.6784, loss_cls: 2.5408, loss: 2.5408, grad_norm: 1.8467 2020-07-19 09:51:48,099 - mmaction - INFO - Epoch [143][1220/1253] lr: 1.244e-01, eta: 1 day, 23:34:56, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4398, top5_acc: 0.6865, loss_cls: 2.5083, loss: 2.5083, grad_norm: 1.8075 2020-07-19 09:52:09,377 - mmaction - INFO - Epoch [143][1240/1253] lr: 1.244e-01, eta: 1 day, 23:34:28, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4250, top5_acc: 0.6677, loss_cls: 2.5958, loss: 2.5958, grad_norm: 1.7948 2020-07-19 09:55:38,034 - mmaction - INFO - Epoch [144][20/1253] lr: 1.225e-01, eta: 1 day, 23:37:00, time: 9.375, data_time: 8.188, memory: 9059, top1_acc: 0.4336, top5_acc: 0.6760, loss_cls: 2.5501, loss: 2.5501, grad_norm: 1.7802 2020-07-19 09:55:59,427 - mmaction - INFO - Epoch [144][40/1253] lr: 1.225e-01, eta: 1 day, 23:36:32, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4310, top5_acc: 0.6747, loss_cls: 2.5499, loss: 2.5499, grad_norm: 1.8165 2020-07-19 09:56:20,905 - mmaction - INFO - Epoch [144][60/1253] lr: 1.225e-01, eta: 1 day, 23:36:04, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.4404, top5_acc: 0.6927, loss_cls: 2.4677, loss: 2.4677, grad_norm: 1.7909 2020-07-19 09:56:42,795 - mmaction - INFO - Epoch [144][80/1253] lr: 1.225e-01, eta: 1 day, 23:35:37, time: 1.095, data_time: 0.003, memory: 9059, top1_acc: 0.4148, top5_acc: 0.6560, loss_cls: 2.6239, loss: 2.6239, grad_norm: 1.8438 2020-07-19 09:57:04,068 - mmaction - INFO - Epoch [144][100/1253] lr: 1.225e-01, eta: 1 day, 23:35:09, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4289, top5_acc: 0.6656, loss_cls: 2.5521, loss: 2.5521, grad_norm: 1.7683 2020-07-19 09:57:25,321 - mmaction - INFO - Epoch [144][120/1253] lr: 1.225e-01, eta: 1 day, 23:34:41, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4219, top5_acc: 0.6677, loss_cls: 2.6037, loss: 2.6037, grad_norm: 1.8224 2020-07-19 09:57:47,040 - mmaction - INFO - Epoch [144][140/1253] lr: 1.225e-01, eta: 1 day, 23:34:14, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.4432, top5_acc: 0.6940, loss_cls: 2.4664, loss: 2.4664, grad_norm: 1.7795 2020-07-19 09:58:08,242 - mmaction - INFO - Epoch [144][160/1253] lr: 1.225e-01, eta: 1 day, 23:33:46, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4289, top5_acc: 0.6688, loss_cls: 2.5605, loss: 2.5605, grad_norm: 1.8387 2020-07-19 09:58:30,861 - mmaction - INFO - Epoch [144][180/1253] lr: 1.225e-01, eta: 1 day, 23:33:19, time: 1.131, data_time: 0.015, memory: 9059, top1_acc: 0.4177, top5_acc: 0.6716, loss_cls: 2.5881, loss: 2.5881, grad_norm: 1.8513 2020-07-19 09:58:52,149 - mmaction - INFO - Epoch [144][200/1253] lr: 1.225e-01, eta: 1 day, 23:32:51, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4362, top5_acc: 0.6849, loss_cls: 2.5098, loss: 2.5098, grad_norm: 1.8196 2020-07-19 09:59:13,281 - mmaction - INFO - Epoch [144][220/1253] lr: 1.225e-01, eta: 1 day, 23:32:23, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.4208, top5_acc: 0.6810, loss_cls: 2.5322, loss: 2.5322, grad_norm: 1.8085 2020-07-19 09:59:35,849 - mmaction - INFO - Epoch [144][240/1253] lr: 1.225e-01, eta: 1 day, 23:31:57, time: 1.128, data_time: 0.011, memory: 9059, top1_acc: 0.4305, top5_acc: 0.6831, loss_cls: 2.5388, loss: 2.5388, grad_norm: 1.8552 2020-07-19 09:59:57,096 - mmaction - INFO - Epoch [144][260/1253] lr: 1.225e-01, eta: 1 day, 23:31:29, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.4284, top5_acc: 0.6672, loss_cls: 2.5767, loss: 2.5767, grad_norm: 1.7741 2020-07-19 10:00:30,084 - mmaction - INFO - Epoch [144][280/1253] lr: 1.225e-01, eta: 1 day, 23:31:16, time: 1.646, data_time: 0.002, memory: 9059, top1_acc: 0.4229, top5_acc: 0.6706, loss_cls: 2.5821, loss: 2.5821, grad_norm: 1.8130 2020-07-19 10:00:51,779 - mmaction - INFO - Epoch [144][300/1253] lr: 1.225e-01, eta: 1 day, 23:30:48, time: 1.088, data_time: 0.010, memory: 9059, top1_acc: 0.4250, top5_acc: 0.6703, loss_cls: 2.5502, loss: 2.5502, grad_norm: 1.7872 2020-07-19 10:01:13,059 - mmaction - INFO - Epoch [144][320/1253] lr: 1.225e-01, eta: 1 day, 23:30:20, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4156, top5_acc: 0.6628, loss_cls: 2.6377, loss: 2.6377, grad_norm: 1.8432 2020-07-19 10:01:34,377 - mmaction - INFO - Epoch [144][340/1253] lr: 1.225e-01, eta: 1 day, 23:29:52, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.4214, top5_acc: 0.6667, loss_cls: 2.5949, loss: 2.5949, grad_norm: 1.7950 2020-07-19 10:01:55,711 - mmaction - INFO - Epoch [144][360/1253] lr: 1.225e-01, eta: 1 day, 23:29:24, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4201, top5_acc: 0.6711, loss_cls: 2.5670, loss: 2.5670, grad_norm: 1.8243 2020-07-19 10:02:17,824 - mmaction - INFO - Epoch [144][380/1253] lr: 1.225e-01, eta: 1 day, 23:28:57, time: 1.105, data_time: 0.001, memory: 9059, top1_acc: 0.4305, top5_acc: 0.6760, loss_cls: 2.5610, loss: 2.5610, grad_norm: 1.8015 2020-07-19 10:02:39,099 - mmaction - INFO - Epoch [144][400/1253] lr: 1.225e-01, eta: 1 day, 23:28:29, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4271, top5_acc: 0.6682, loss_cls: 2.5774, loss: 2.5774, grad_norm: 1.8740 2020-07-19 10:03:00,973 - mmaction - INFO - Epoch [144][420/1253] lr: 1.225e-01, eta: 1 day, 23:28:02, time: 1.093, data_time: 0.002, memory: 9059, top1_acc: 0.4224, top5_acc: 0.6714, loss_cls: 2.5709, loss: 2.5709, grad_norm: 1.7890 2020-07-19 10:03:22,995 - mmaction - INFO - Epoch [144][440/1253] lr: 1.225e-01, eta: 1 day, 23:27:35, time: 1.101, data_time: 0.002, memory: 9059, top1_acc: 0.4104, top5_acc: 0.6643, loss_cls: 2.6040, loss: 2.6040, grad_norm: 1.8249 2020-07-19 10:03:44,275 - mmaction - INFO - Epoch [144][460/1253] lr: 1.225e-01, eta: 1 day, 23:27:07, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4190, top5_acc: 0.6750, loss_cls: 2.5476, loss: 2.5476, grad_norm: 1.8444 2020-07-19 10:04:05,887 - mmaction - INFO - Epoch [144][480/1253] lr: 1.225e-01, eta: 1 day, 23:26:40, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.4273, top5_acc: 0.6768, loss_cls: 2.5679, loss: 2.5679, grad_norm: 1.8389 2020-07-19 10:04:27,065 - mmaction - INFO - Epoch [144][500/1253] lr: 1.225e-01, eta: 1 day, 23:26:12, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4206, top5_acc: 0.6701, loss_cls: 2.5845, loss: 2.5845, grad_norm: 1.8017 2020-07-19 10:04:48,957 - mmaction - INFO - Epoch [144][520/1253] lr: 1.225e-01, eta: 1 day, 23:25:44, time: 1.095, data_time: 0.002, memory: 9059, top1_acc: 0.4284, top5_acc: 0.6716, loss_cls: 2.5826, loss: 2.5826, grad_norm: 1.8334 2020-07-19 10:05:10,298 - mmaction - INFO - Epoch [144][540/1253] lr: 1.225e-01, eta: 1 day, 23:25:16, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4315, top5_acc: 0.6667, loss_cls: 2.5733, loss: 2.5733, grad_norm: 1.8142 2020-07-19 10:05:31,879 - mmaction - INFO - Epoch [144][560/1253] lr: 1.225e-01, eta: 1 day, 23:24:49, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.4161, top5_acc: 0.6651, loss_cls: 2.5907, loss: 2.5907, grad_norm: 1.8146 2020-07-19 10:05:53,365 - mmaction - INFO - Epoch [144][580/1253] lr: 1.225e-01, eta: 1 day, 23:24:21, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.4167, top5_acc: 0.6659, loss_cls: 2.6047, loss: 2.6047, grad_norm: 1.7969 2020-07-19 10:06:14,991 - mmaction - INFO - Epoch [144][600/1253] lr: 1.225e-01, eta: 1 day, 23:23:54, time: 1.086, data_time: 0.007, memory: 9059, top1_acc: 0.4344, top5_acc: 0.6797, loss_cls: 2.5682, loss: 2.5682, grad_norm: 1.7975 2020-07-19 10:06:36,227 - mmaction - INFO - Epoch [144][620/1253] lr: 1.225e-01, eta: 1 day, 23:23:26, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4294, top5_acc: 0.6716, loss_cls: 2.5609, loss: 2.5609, grad_norm: 1.8386 2020-07-19 10:06:58,146 - mmaction - INFO - Epoch [144][640/1253] lr: 1.225e-01, eta: 1 day, 23:22:59, time: 1.096, data_time: 0.002, memory: 9059, top1_acc: 0.4167, top5_acc: 0.6599, loss_cls: 2.6178, loss: 2.6178, grad_norm: 1.8434 2020-07-19 10:07:20,548 - mmaction - INFO - Epoch [144][660/1253] lr: 1.225e-01, eta: 1 day, 23:22:32, time: 1.120, data_time: 0.002, memory: 9059, top1_acc: 0.4250, top5_acc: 0.6781, loss_cls: 2.5276, loss: 2.5276, grad_norm: 1.7927 2020-07-19 10:07:41,953 - mmaction - INFO - Epoch [144][680/1253] lr: 1.225e-01, eta: 1 day, 23:22:04, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4164, top5_acc: 0.6690, loss_cls: 2.5966, loss: 2.5966, grad_norm: 1.8089 2020-07-19 10:08:03,373 - mmaction - INFO - Epoch [144][700/1253] lr: 1.225e-01, eta: 1 day, 23:21:36, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4159, top5_acc: 0.6732, loss_cls: 2.5821, loss: 2.5821, grad_norm: 1.8187 2020-07-19 10:08:24,862 - mmaction - INFO - Epoch [144][720/1253] lr: 1.225e-01, eta: 1 day, 23:21:09, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.4315, top5_acc: 0.6781, loss_cls: 2.5401, loss: 2.5401, grad_norm: 1.7815 2020-07-19 10:08:46,228 - mmaction - INFO - Epoch [144][740/1253] lr: 1.225e-01, eta: 1 day, 23:20:41, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.4424, top5_acc: 0.6799, loss_cls: 2.5141, loss: 2.5141, grad_norm: 1.8075 2020-07-19 10:09:08,365 - mmaction - INFO - Epoch [144][760/1253] lr: 1.225e-01, eta: 1 day, 23:20:14, time: 1.108, data_time: 0.003, memory: 9059, top1_acc: 0.4281, top5_acc: 0.6701, loss_cls: 2.5590, loss: 2.5590, grad_norm: 1.8282 2020-07-19 10:09:29,968 - mmaction - INFO - Epoch [144][780/1253] lr: 1.225e-01, eta: 1 day, 23:19:46, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.4258, top5_acc: 0.6781, loss_cls: 2.5704, loss: 2.5704, grad_norm: 1.8082 2020-07-19 10:09:51,185 - mmaction - INFO - Epoch [144][800/1253] lr: 1.225e-01, eta: 1 day, 23:19:18, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4305, top5_acc: 0.6523, loss_cls: 2.5988, loss: 2.5988, grad_norm: 1.7933 2020-07-19 10:10:13,368 - mmaction - INFO - Epoch [144][820/1253] lr: 1.225e-01, eta: 1 day, 23:18:52, time: 1.111, data_time: 0.003, memory: 9059, top1_acc: 0.4229, top5_acc: 0.6828, loss_cls: 2.5284, loss: 2.5284, grad_norm: 1.8490 2020-07-19 10:10:34,581 - mmaction - INFO - Epoch [144][840/1253] lr: 1.225e-01, eta: 1 day, 23:18:24, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4133, top5_acc: 0.6667, loss_cls: 2.5895, loss: 2.5895, grad_norm: 1.8005 2020-07-19 10:10:56,036 - mmaction - INFO - Epoch [144][860/1253] lr: 1.225e-01, eta: 1 day, 23:17:56, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4221, top5_acc: 0.6706, loss_cls: 2.5787, loss: 2.5787, grad_norm: 1.8362 2020-07-19 10:11:17,497 - mmaction - INFO - Epoch [144][880/1253] lr: 1.225e-01, eta: 1 day, 23:17:28, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4289, top5_acc: 0.6734, loss_cls: 2.5896, loss: 2.5896, grad_norm: 1.7880 2020-07-19 10:11:38,967 - mmaction - INFO - Epoch [144][900/1253] lr: 1.225e-01, eta: 1 day, 23:17:01, time: 1.074, data_time: 0.003, memory: 9059, top1_acc: 0.4070, top5_acc: 0.6586, loss_cls: 2.6376, loss: 2.6376, grad_norm: 1.8549 2020-07-19 10:12:00,254 - mmaction - INFO - Epoch [144][920/1253] lr: 1.225e-01, eta: 1 day, 23:16:33, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4214, top5_acc: 0.6685, loss_cls: 2.6124, loss: 2.6124, grad_norm: 1.8520 2020-07-19 10:12:21,590 - mmaction - INFO - Epoch [144][940/1253] lr: 1.225e-01, eta: 1 day, 23:16:05, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4198, top5_acc: 0.6706, loss_cls: 2.5619, loss: 2.5619, grad_norm: 1.8262 2020-07-19 10:12:42,711 - mmaction - INFO - Epoch [144][960/1253] lr: 1.225e-01, eta: 1 day, 23:15:37, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.4271, top5_acc: 0.6760, loss_cls: 2.5681, loss: 2.5681, grad_norm: 1.8207 2020-07-19 10:13:04,092 - mmaction - INFO - Epoch [144][980/1253] lr: 1.225e-01, eta: 1 day, 23:15:09, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4167, top5_acc: 0.6638, loss_cls: 2.6025, loss: 2.6025, grad_norm: 1.8136 2020-07-19 10:13:25,780 - mmaction - INFO - Epoch [144][1000/1253] lr: 1.225e-01, eta: 1 day, 23:14:41, time: 1.086, data_time: 0.003, memory: 9059, top1_acc: 0.4146, top5_acc: 0.6708, loss_cls: 2.5965, loss: 2.5965, grad_norm: 1.8356 2020-07-19 10:13:47,086 - mmaction - INFO - Epoch [144][1020/1253] lr: 1.225e-01, eta: 1 day, 23:14:14, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4349, top5_acc: 0.6831, loss_cls: 2.5347, loss: 2.5347, grad_norm: 1.7947 2020-07-19 10:14:08,594 - mmaction - INFO - Epoch [144][1040/1253] lr: 1.225e-01, eta: 1 day, 23:13:46, time: 1.075, data_time: 0.001, memory: 9059, top1_acc: 0.4318, top5_acc: 0.6656, loss_cls: 2.5932, loss: 2.5932, grad_norm: 1.7981 2020-07-19 10:14:29,839 - mmaction - INFO - Epoch [144][1060/1253] lr: 1.225e-01, eta: 1 day, 23:13:18, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4156, top5_acc: 0.6698, loss_cls: 2.5965, loss: 2.5965, grad_norm: 1.8014 2020-07-19 10:14:50,999 - mmaction - INFO - Epoch [144][1080/1253] lr: 1.225e-01, eta: 1 day, 23:12:50, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.4247, top5_acc: 0.6706, loss_cls: 2.5443, loss: 2.5443, grad_norm: 1.7937 2020-07-19 10:15:12,759 - mmaction - INFO - Epoch [144][1100/1253] lr: 1.225e-01, eta: 1 day, 23:12:23, time: 1.089, data_time: 0.002, memory: 9059, top1_acc: 0.4211, top5_acc: 0.6755, loss_cls: 2.5357, loss: 2.5357, grad_norm: 1.7885 2020-07-19 10:15:34,100 - mmaction - INFO - Epoch [144][1120/1253] lr: 1.225e-01, eta: 1 day, 23:11:55, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4109, top5_acc: 0.6760, loss_cls: 2.5994, loss: 2.5994, grad_norm: 1.8126 2020-07-19 10:15:55,549 - mmaction - INFO - Epoch [144][1140/1253] lr: 1.225e-01, eta: 1 day, 23:11:27, time: 1.072, data_time: 0.001, memory: 9059, top1_acc: 0.4273, top5_acc: 0.6758, loss_cls: 2.5485, loss: 2.5485, grad_norm: 1.8281 2020-07-19 10:16:17,091 - mmaction - INFO - Epoch [144][1160/1253] lr: 1.225e-01, eta: 1 day, 23:10:59, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.4255, top5_acc: 0.6753, loss_cls: 2.5391, loss: 2.5391, grad_norm: 1.7743 2020-07-19 10:16:38,439 - mmaction - INFO - Epoch [144][1180/1253] lr: 1.225e-01, eta: 1 day, 23:10:32, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4203, top5_acc: 0.6742, loss_cls: 2.5620, loss: 2.5620, grad_norm: 1.8335 2020-07-19 10:16:59,747 - mmaction - INFO - Epoch [144][1200/1253] lr: 1.225e-01, eta: 1 day, 23:10:04, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4323, top5_acc: 0.6833, loss_cls: 2.5373, loss: 2.5373, grad_norm: 1.8040 2020-07-19 10:17:21,135 - mmaction - INFO - Epoch [144][1220/1253] lr: 1.225e-01, eta: 1 day, 23:09:36, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4172, top5_acc: 0.6492, loss_cls: 2.6897, loss: 2.6897, grad_norm: 1.8487 2020-07-19 10:17:43,232 - mmaction - INFO - Epoch [144][1240/1253] lr: 1.225e-01, eta: 1 day, 23:09:09, time: 1.105, data_time: 0.015, memory: 9059, top1_acc: 0.4164, top5_acc: 0.6706, loss_cls: 2.5862, loss: 2.5862, grad_norm: 1.8034 2020-07-19 10:18:05,299 - mmaction - INFO - Saving checkpoint at 144 epochs 2020-07-19 10:21:18,314 - mmaction - INFO - Epoch [145][20/1253] lr: 1.207e-01, eta: 1 day, 23:11:42, time: 9.585, data_time: 8.292, memory: 9059, top1_acc: 0.4258, top5_acc: 0.6760, loss_cls: 2.5517, loss: 2.5517, grad_norm: 1.7981 2020-07-19 10:21:39,570 - mmaction - INFO - Epoch [145][40/1253] lr: 1.207e-01, eta: 1 day, 23:11:14, time: 1.064, data_time: 0.004, memory: 9059, top1_acc: 0.4164, top5_acc: 0.6659, loss_cls: 2.5917, loss: 2.5917, grad_norm: 1.7848 2020-07-19 10:22:01,143 - mmaction - INFO - Epoch [145][60/1253] lr: 1.207e-01, eta: 1 day, 23:10:47, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.4406, top5_acc: 0.6859, loss_cls: 2.5105, loss: 2.5105, grad_norm: 1.8491 2020-07-19 10:22:22,271 - mmaction - INFO - Epoch [145][80/1253] lr: 1.207e-01, eta: 1 day, 23:10:19, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.4464, top5_acc: 0.6820, loss_cls: 2.5021, loss: 2.5021, grad_norm: 1.8059 2020-07-19 10:22:43,619 - mmaction - INFO - Epoch [145][100/1253] lr: 1.207e-01, eta: 1 day, 23:09:51, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4198, top5_acc: 0.6719, loss_cls: 2.5712, loss: 2.5712, grad_norm: 1.7881 2020-07-19 10:23:05,071 - mmaction - INFO - Epoch [145][120/1253] lr: 1.207e-01, eta: 1 day, 23:09:23, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4268, top5_acc: 0.6789, loss_cls: 2.5410, loss: 2.5410, grad_norm: 1.8384 2020-07-19 10:23:26,566 - mmaction - INFO - Epoch [145][140/1253] lr: 1.207e-01, eta: 1 day, 23:08:55, time: 1.076, data_time: 0.003, memory: 9059, top1_acc: 0.4182, top5_acc: 0.6682, loss_cls: 2.5906, loss: 2.5906, grad_norm: 1.8638 2020-07-19 10:23:47,859 - mmaction - INFO - Epoch [145][160/1253] lr: 1.207e-01, eta: 1 day, 23:08:28, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4336, top5_acc: 0.6813, loss_cls: 2.5244, loss: 2.5244, grad_norm: 1.8086 2020-07-19 10:24:09,143 - mmaction - INFO - Epoch [145][180/1253] lr: 1.207e-01, eta: 1 day, 23:08:00, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4284, top5_acc: 0.6818, loss_cls: 2.5206, loss: 2.5206, grad_norm: 1.7960 2020-07-19 10:24:30,352 - mmaction - INFO - Epoch [145][200/1253] lr: 1.207e-01, eta: 1 day, 23:07:32, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4286, top5_acc: 0.6727, loss_cls: 2.5379, loss: 2.5379, grad_norm: 1.8144 2020-07-19 10:24:51,773 - mmaction - INFO - Epoch [145][220/1253] lr: 1.207e-01, eta: 1 day, 23:07:04, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4318, top5_acc: 0.6677, loss_cls: 2.5635, loss: 2.5635, grad_norm: 1.8169 2020-07-19 10:25:13,220 - mmaction - INFO - Epoch [145][240/1253] lr: 1.207e-01, eta: 1 day, 23:06:36, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4255, top5_acc: 0.6766, loss_cls: 2.5561, loss: 2.5561, grad_norm: 1.8352 2020-07-19 10:25:34,670 - mmaction - INFO - Epoch [145][260/1253] lr: 1.207e-01, eta: 1 day, 23:06:08, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.4102, top5_acc: 0.6651, loss_cls: 2.6033, loss: 2.6033, grad_norm: 1.8517 2020-07-19 10:25:55,912 - mmaction - INFO - Epoch [145][280/1253] lr: 1.207e-01, eta: 1 day, 23:05:40, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4292, top5_acc: 0.6695, loss_cls: 2.5567, loss: 2.5567, grad_norm: 1.7858 2020-07-19 10:26:17,267 - mmaction - INFO - Epoch [145][300/1253] lr: 1.207e-01, eta: 1 day, 23:05:13, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4302, top5_acc: 0.6669, loss_cls: 2.5468, loss: 2.5468, grad_norm: 1.8162 2020-07-19 10:26:38,623 - mmaction - INFO - Epoch [145][320/1253] lr: 1.207e-01, eta: 1 day, 23:04:45, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4188, top5_acc: 0.6693, loss_cls: 2.5865, loss: 2.5865, grad_norm: 1.8383 2020-07-19 10:27:00,026 - mmaction - INFO - Epoch [145][340/1253] lr: 1.207e-01, eta: 1 day, 23:04:17, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4185, top5_acc: 0.6672, loss_cls: 2.5994, loss: 2.5994, grad_norm: 1.8585 2020-07-19 10:27:22,034 - mmaction - INFO - Epoch [145][360/1253] lr: 1.207e-01, eta: 1 day, 23:03:50, time: 1.099, data_time: 0.014, memory: 9059, top1_acc: 0.4380, top5_acc: 0.6789, loss_cls: 2.5275, loss: 2.5275, grad_norm: 1.8319 2020-07-19 10:27:43,310 - mmaction - INFO - Epoch [145][380/1253] lr: 1.207e-01, eta: 1 day, 23:03:22, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4286, top5_acc: 0.6688, loss_cls: 2.5549, loss: 2.5549, grad_norm: 1.8521 2020-07-19 10:28:04,702 - mmaction - INFO - Epoch [145][400/1253] lr: 1.207e-01, eta: 1 day, 23:02:54, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4336, top5_acc: 0.6776, loss_cls: 2.5081, loss: 2.5081, grad_norm: 1.8247 2020-07-19 10:28:26,323 - mmaction - INFO - Epoch [145][420/1253] lr: 1.207e-01, eta: 1 day, 23:02:27, time: 1.080, data_time: 0.001, memory: 9059, top1_acc: 0.4375, top5_acc: 0.6768, loss_cls: 2.5438, loss: 2.5438, grad_norm: 1.8209 2020-07-19 10:28:47,702 - mmaction - INFO - Epoch [145][440/1253] lr: 1.207e-01, eta: 1 day, 23:01:59, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4372, top5_acc: 0.6703, loss_cls: 2.5439, loss: 2.5439, grad_norm: 1.7583 2020-07-19 10:29:09,754 - mmaction - INFO - Epoch [145][460/1253] lr: 1.207e-01, eta: 1 day, 23:01:32, time: 1.103, data_time: 0.002, memory: 9059, top1_acc: 0.4229, top5_acc: 0.6758, loss_cls: 2.5349, loss: 2.5349, grad_norm: 1.8278 2020-07-19 10:29:31,118 - mmaction - INFO - Epoch [145][480/1253] lr: 1.207e-01, eta: 1 day, 23:01:04, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4245, top5_acc: 0.6813, loss_cls: 2.5208, loss: 2.5208, grad_norm: 1.8509 2020-07-19 10:29:53,288 - mmaction - INFO - Epoch [145][500/1253] lr: 1.207e-01, eta: 1 day, 23:00:38, time: 1.107, data_time: 0.001, memory: 9059, top1_acc: 0.4216, top5_acc: 0.6807, loss_cls: 2.5425, loss: 2.5425, grad_norm: 1.8446 2020-07-19 10:30:15,486 - mmaction - INFO - Epoch [145][520/1253] lr: 1.207e-01, eta: 1 day, 23:00:11, time: 1.110, data_time: 0.003, memory: 9059, top1_acc: 0.4138, top5_acc: 0.6779, loss_cls: 2.5706, loss: 2.5706, grad_norm: 1.8816 2020-07-19 10:30:36,945 - mmaction - INFO - Epoch [145][540/1253] lr: 1.207e-01, eta: 1 day, 22:59:43, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.4284, top5_acc: 0.6758, loss_cls: 2.5491, loss: 2.5491, grad_norm: 1.8417 2020-07-19 10:30:58,279 - mmaction - INFO - Epoch [145][560/1253] lr: 1.207e-01, eta: 1 day, 22:59:15, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4203, top5_acc: 0.6760, loss_cls: 2.5453, loss: 2.5453, grad_norm: 1.8316 2020-07-19 10:31:19,498 - mmaction - INFO - Epoch [145][580/1253] lr: 1.207e-01, eta: 1 day, 22:58:47, time: 1.061, data_time: 0.003, memory: 9059, top1_acc: 0.4273, top5_acc: 0.6607, loss_cls: 2.6097, loss: 2.6097, grad_norm: 1.8361 2020-07-19 10:31:40,965 - mmaction - INFO - Epoch [145][600/1253] lr: 1.207e-01, eta: 1 day, 22:58:20, time: 1.074, data_time: 0.003, memory: 9059, top1_acc: 0.4206, top5_acc: 0.6555, loss_cls: 2.6150, loss: 2.6150, grad_norm: 1.8475 2020-07-19 10:32:02,107 - mmaction - INFO - Epoch [145][620/1253] lr: 1.207e-01, eta: 1 day, 22:57:52, time: 1.057, data_time: 0.003, memory: 9059, top1_acc: 0.4081, top5_acc: 0.6596, loss_cls: 2.6015, loss: 2.6015, grad_norm: 1.8357 2020-07-19 10:32:23,502 - mmaction - INFO - Epoch [145][640/1253] lr: 1.207e-01, eta: 1 day, 22:57:24, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4260, top5_acc: 0.6651, loss_cls: 2.5842, loss: 2.5842, grad_norm: 1.8330 2020-07-19 10:32:46,089 - mmaction - INFO - Epoch [145][660/1253] lr: 1.207e-01, eta: 1 day, 22:56:58, time: 1.130, data_time: 0.002, memory: 9059, top1_acc: 0.4352, top5_acc: 0.6885, loss_cls: 2.4899, loss: 2.4899, grad_norm: 1.8271 2020-07-19 10:33:07,874 - mmaction - INFO - Epoch [145][680/1253] lr: 1.207e-01, eta: 1 day, 22:56:30, time: 1.089, data_time: 0.002, memory: 9059, top1_acc: 0.4154, top5_acc: 0.6760, loss_cls: 2.5834, loss: 2.5834, grad_norm: 1.8630 2020-07-19 10:33:29,106 - mmaction - INFO - Epoch [145][700/1253] lr: 1.207e-01, eta: 1 day, 22:56:03, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4307, top5_acc: 0.6716, loss_cls: 2.5639, loss: 2.5639, grad_norm: 1.8089 2020-07-19 10:33:50,611 - mmaction - INFO - Epoch [145][720/1253] lr: 1.207e-01, eta: 1 day, 22:55:35, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4120, top5_acc: 0.6724, loss_cls: 2.6298, loss: 2.6298, grad_norm: 1.8000 2020-07-19 10:34:11,721 - mmaction - INFO - Epoch [145][740/1253] lr: 1.207e-01, eta: 1 day, 22:55:07, time: 1.055, data_time: 0.002, memory: 9059, top1_acc: 0.4315, top5_acc: 0.6781, loss_cls: 2.5108, loss: 2.5108, grad_norm: 1.8312 2020-07-19 10:34:33,018 - mmaction - INFO - Epoch [145][760/1253] lr: 1.207e-01, eta: 1 day, 22:54:39, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.4307, top5_acc: 0.6703, loss_cls: 2.5481, loss: 2.5481, grad_norm: 1.8232 2020-07-19 10:34:54,284 - mmaction - INFO - Epoch [145][780/1253] lr: 1.207e-01, eta: 1 day, 22:54:11, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4190, top5_acc: 0.6797, loss_cls: 2.5775, loss: 2.5775, grad_norm: 1.8122 2020-07-19 10:35:16,212 - mmaction - INFO - Epoch [145][800/1253] lr: 1.207e-01, eta: 1 day, 22:53:44, time: 1.097, data_time: 0.003, memory: 9059, top1_acc: 0.4232, top5_acc: 0.6716, loss_cls: 2.5493, loss: 2.5493, grad_norm: 1.8115 2020-07-19 10:35:37,765 - mmaction - INFO - Epoch [145][820/1253] lr: 1.207e-01, eta: 1 day, 22:53:17, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.4313, top5_acc: 0.6742, loss_cls: 2.5377, loss: 2.5377, grad_norm: 1.8024 2020-07-19 10:35:58,979 - mmaction - INFO - Epoch [145][840/1253] lr: 1.207e-01, eta: 1 day, 22:52:49, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4349, top5_acc: 0.6885, loss_cls: 2.4984, loss: 2.4984, grad_norm: 1.8426 2020-07-19 10:36:20,272 - mmaction - INFO - Epoch [145][860/1253] lr: 1.207e-01, eta: 1 day, 22:52:21, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.4151, top5_acc: 0.6596, loss_cls: 2.6288, loss: 2.6288, grad_norm: 1.8626 2020-07-19 10:36:41,610 - mmaction - INFO - Epoch [145][880/1253] lr: 1.207e-01, eta: 1 day, 22:51:53, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4190, top5_acc: 0.6758, loss_cls: 2.5701, loss: 2.5701, grad_norm: 1.8427 2020-07-19 10:37:03,018 - mmaction - INFO - Epoch [145][900/1253] lr: 1.207e-01, eta: 1 day, 22:51:25, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4201, top5_acc: 0.6706, loss_cls: 2.6004, loss: 2.6004, grad_norm: 1.8551 2020-07-19 10:37:24,280 - mmaction - INFO - Epoch [145][920/1253] lr: 1.207e-01, eta: 1 day, 22:50:57, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4266, top5_acc: 0.6534, loss_cls: 2.6247, loss: 2.6247, grad_norm: 1.8168 2020-07-19 10:37:45,530 - mmaction - INFO - Epoch [145][940/1253] lr: 1.207e-01, eta: 1 day, 22:50:30, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.4281, top5_acc: 0.6703, loss_cls: 2.6017, loss: 2.6017, grad_norm: 1.8240 2020-07-19 10:38:06,853 - mmaction - INFO - Epoch [145][960/1253] lr: 1.207e-01, eta: 1 day, 22:50:02, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4104, top5_acc: 0.6604, loss_cls: 2.6235, loss: 2.6235, grad_norm: 1.8318 2020-07-19 10:38:28,178 - mmaction - INFO - Epoch [145][980/1253] lr: 1.207e-01, eta: 1 day, 22:49:34, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4268, top5_acc: 0.6747, loss_cls: 2.5550, loss: 2.5550, grad_norm: 1.8195 2020-07-19 10:38:49,532 - mmaction - INFO - Epoch [145][1000/1253] lr: 1.207e-01, eta: 1 day, 22:49:06, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4344, top5_acc: 0.6776, loss_cls: 2.5300, loss: 2.5300, grad_norm: 1.7950 2020-07-19 10:39:11,221 - mmaction - INFO - Epoch [145][1020/1253] lr: 1.207e-01, eta: 1 day, 22:48:39, time: 1.084, data_time: 0.002, memory: 9059, top1_acc: 0.4279, top5_acc: 0.6690, loss_cls: 2.5886, loss: 2.5886, grad_norm: 1.8544 2020-07-19 10:39:32,606 - mmaction - INFO - Epoch [145][1040/1253] lr: 1.207e-01, eta: 1 day, 22:48:11, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4068, top5_acc: 0.6576, loss_cls: 2.6538, loss: 2.6538, grad_norm: 1.8606 2020-07-19 10:39:53,926 - mmaction - INFO - Epoch [145][1060/1253] lr: 1.207e-01, eta: 1 day, 22:47:43, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4292, top5_acc: 0.6703, loss_cls: 2.5681, loss: 2.5681, grad_norm: 1.8001 2020-07-19 10:40:15,847 - mmaction - INFO - Epoch [145][1080/1253] lr: 1.207e-01, eta: 1 day, 22:47:16, time: 1.096, data_time: 0.002, memory: 9059, top1_acc: 0.4258, top5_acc: 0.6716, loss_cls: 2.5764, loss: 2.5764, grad_norm: 1.8237 2020-07-19 10:40:37,464 - mmaction - INFO - Epoch [145][1100/1253] lr: 1.207e-01, eta: 1 day, 22:46:49, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.4224, top5_acc: 0.6656, loss_cls: 2.5910, loss: 2.5910, grad_norm: 1.8159 2020-07-19 10:40:59,351 - mmaction - INFO - Epoch [145][1120/1253] lr: 1.207e-01, eta: 1 day, 22:46:22, time: 1.095, data_time: 0.002, memory: 9059, top1_acc: 0.4336, top5_acc: 0.6695, loss_cls: 2.5507, loss: 2.5507, grad_norm: 1.8022 2020-07-19 10:41:20,875 - mmaction - INFO - Epoch [145][1140/1253] lr: 1.207e-01, eta: 1 day, 22:45:54, time: 1.075, data_time: 0.001, memory: 9059, top1_acc: 0.4349, top5_acc: 0.6724, loss_cls: 2.5641, loss: 2.5641, grad_norm: 1.8420 2020-07-19 10:41:42,209 - mmaction - INFO - Epoch [145][1160/1253] lr: 1.207e-01, eta: 1 day, 22:45:27, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4307, top5_acc: 0.6719, loss_cls: 2.5626, loss: 2.5626, grad_norm: 1.8016 2020-07-19 10:42:03,633 - mmaction - INFO - Epoch [145][1180/1253] lr: 1.207e-01, eta: 1 day, 22:44:59, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.4362, top5_acc: 0.6711, loss_cls: 2.5681, loss: 2.5681, grad_norm: 1.8023 2020-07-19 10:42:25,155 - mmaction - INFO - Epoch [145][1200/1253] lr: 1.207e-01, eta: 1 day, 22:44:31, time: 1.078, data_time: 0.003, memory: 9059, top1_acc: 0.4292, top5_acc: 0.6883, loss_cls: 2.5370, loss: 2.5370, grad_norm: 1.8200 2020-07-19 10:42:47,127 - mmaction - INFO - Epoch [145][1220/1253] lr: 1.207e-01, eta: 1 day, 22:44:04, time: 1.096, data_time: 0.002, memory: 9059, top1_acc: 0.4099, top5_acc: 0.6755, loss_cls: 2.5965, loss: 2.5965, grad_norm: 1.8486 2020-07-19 10:43:08,699 - mmaction - INFO - Epoch [145][1240/1253] lr: 1.207e-01, eta: 1 day, 22:43:37, time: 1.080, data_time: 0.004, memory: 9059, top1_acc: 0.4292, top5_acc: 0.6724, loss_cls: 2.5429, loss: 2.5429, grad_norm: 1.8534 2020-07-19 10:46:30,762 - mmaction - INFO - Epoch [146][20/1253] lr: 1.189e-01, eta: 1 day, 22:45:56, time: 9.174, data_time: 7.985, memory: 9059, top1_acc: 0.4279, top5_acc: 0.6716, loss_cls: 2.5433, loss: 2.5433, grad_norm: 1.8084 2020-07-19 10:46:52,011 - mmaction - INFO - Epoch [146][40/1253] lr: 1.189e-01, eta: 1 day, 22:45:28, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.4315, top5_acc: 0.6891, loss_cls: 2.5117, loss: 2.5117, grad_norm: 1.8050 2020-07-19 10:47:13,374 - mmaction - INFO - Epoch [146][60/1253] lr: 1.189e-01, eta: 1 day, 22:45:00, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4549, top5_acc: 0.6990, loss_cls: 2.4125, loss: 2.4125, grad_norm: 1.8122 2020-07-19 10:47:34,570 - mmaction - INFO - Epoch [146][80/1253] lr: 1.189e-01, eta: 1 day, 22:44:32, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4409, top5_acc: 0.6792, loss_cls: 2.5266, loss: 2.5266, grad_norm: 1.8486 2020-07-19 10:47:56,154 - mmaction - INFO - Epoch [146][100/1253] lr: 1.189e-01, eta: 1 day, 22:44:05, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.4161, top5_acc: 0.6646, loss_cls: 2.5925, loss: 2.5925, grad_norm: 1.8419 2020-07-19 10:48:17,407 - mmaction - INFO - Epoch [146][120/1253] lr: 1.189e-01, eta: 1 day, 22:43:37, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4292, top5_acc: 0.6734, loss_cls: 2.5698, loss: 2.5698, grad_norm: 1.7916 2020-07-19 10:48:38,688 - mmaction - INFO - Epoch [146][140/1253] lr: 1.189e-01, eta: 1 day, 22:43:09, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4286, top5_acc: 0.6818, loss_cls: 2.5262, loss: 2.5262, grad_norm: 1.8093 2020-07-19 10:48:59,997 - mmaction - INFO - Epoch [146][160/1253] lr: 1.189e-01, eta: 1 day, 22:42:41, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4260, top5_acc: 0.6758, loss_cls: 2.5405, loss: 2.5405, grad_norm: 1.8175 2020-07-19 10:49:21,628 - mmaction - INFO - Epoch [146][180/1253] lr: 1.189e-01, eta: 1 day, 22:42:14, time: 1.081, data_time: 0.001, memory: 9059, top1_acc: 0.4154, top5_acc: 0.6654, loss_cls: 2.5964, loss: 2.5964, grad_norm: 1.8620 2020-07-19 10:49:42,927 - mmaction - INFO - Epoch [146][200/1253] lr: 1.189e-01, eta: 1 day, 22:41:46, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4427, top5_acc: 0.6857, loss_cls: 2.4869, loss: 2.4869, grad_norm: 1.8165 2020-07-19 10:50:04,405 - mmaction - INFO - Epoch [146][220/1253] lr: 1.189e-01, eta: 1 day, 22:41:19, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.4349, top5_acc: 0.6693, loss_cls: 2.5226, loss: 2.5226, grad_norm: 1.8514 2020-07-19 10:50:25,593 - mmaction - INFO - Epoch [146][240/1253] lr: 1.189e-01, eta: 1 day, 22:40:51, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4286, top5_acc: 0.6768, loss_cls: 2.5328, loss: 2.5328, grad_norm: 1.8505 2020-07-19 10:50:46,774 - mmaction - INFO - Epoch [146][260/1253] lr: 1.189e-01, eta: 1 day, 22:40:23, time: 1.059, data_time: 0.001, memory: 9059, top1_acc: 0.4273, top5_acc: 0.6781, loss_cls: 2.5437, loss: 2.5437, grad_norm: 1.8117 2020-07-19 10:51:08,135 - mmaction - INFO - Epoch [146][280/1253] lr: 1.189e-01, eta: 1 day, 22:39:55, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.4365, top5_acc: 0.6810, loss_cls: 2.5345, loss: 2.5345, grad_norm: 1.8470 2020-07-19 10:51:29,934 - mmaction - INFO - Epoch [146][300/1253] lr: 1.189e-01, eta: 1 day, 22:39:28, time: 1.090, data_time: 0.002, memory: 9059, top1_acc: 0.4208, top5_acc: 0.6760, loss_cls: 2.5761, loss: 2.5761, grad_norm: 1.8701 2020-07-19 10:51:51,304 - mmaction - INFO - Epoch [146][320/1253] lr: 1.189e-01, eta: 1 day, 22:39:00, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4224, top5_acc: 0.6724, loss_cls: 2.5742, loss: 2.5742, grad_norm: 1.8380 2020-07-19 10:52:12,540 - mmaction - INFO - Epoch [146][340/1253] lr: 1.189e-01, eta: 1 day, 22:38:32, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4271, top5_acc: 0.6607, loss_cls: 2.5854, loss: 2.5854, grad_norm: 1.8165 2020-07-19 10:52:33,851 - mmaction - INFO - Epoch [146][360/1253] lr: 1.189e-01, eta: 1 day, 22:38:04, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4219, top5_acc: 0.6758, loss_cls: 2.5645, loss: 2.5645, grad_norm: 1.8537 2020-07-19 10:52:55,000 - mmaction - INFO - Epoch [146][380/1253] lr: 1.189e-01, eta: 1 day, 22:37:36, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.4266, top5_acc: 0.6661, loss_cls: 2.5482, loss: 2.5482, grad_norm: 1.8008 2020-07-19 10:53:16,228 - mmaction - INFO - Epoch [146][400/1253] lr: 1.189e-01, eta: 1 day, 22:37:08, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4448, top5_acc: 0.6964, loss_cls: 2.4700, loss: 2.4700, grad_norm: 1.7775 2020-07-19 10:53:37,487 - mmaction - INFO - Epoch [146][420/1253] lr: 1.189e-01, eta: 1 day, 22:36:41, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4247, top5_acc: 0.6656, loss_cls: 2.5770, loss: 2.5770, grad_norm: 1.8633 2020-07-19 10:53:59,271 - mmaction - INFO - Epoch [146][440/1253] lr: 1.189e-01, eta: 1 day, 22:36:13, time: 1.089, data_time: 0.003, memory: 9059, top1_acc: 0.4198, top5_acc: 0.6755, loss_cls: 2.5827, loss: 2.5827, grad_norm: 1.8075 2020-07-19 10:54:20,535 - mmaction - INFO - Epoch [146][460/1253] lr: 1.189e-01, eta: 1 day, 22:35:46, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.4245, top5_acc: 0.6792, loss_cls: 2.5582, loss: 2.5582, grad_norm: 1.8569 2020-07-19 10:54:42,804 - mmaction - INFO - Epoch [146][480/1253] lr: 1.189e-01, eta: 1 day, 22:35:19, time: 1.114, data_time: 0.002, memory: 9059, top1_acc: 0.4255, top5_acc: 0.6745, loss_cls: 2.5801, loss: 2.5801, grad_norm: 1.8447 2020-07-19 10:55:04,447 - mmaction - INFO - Epoch [146][500/1253] lr: 1.189e-01, eta: 1 day, 22:34:52, time: 1.082, data_time: 0.002, memory: 9059, top1_acc: 0.4250, top5_acc: 0.6690, loss_cls: 2.6018, loss: 2.6018, grad_norm: 1.8690 2020-07-19 10:55:26,125 - mmaction - INFO - Epoch [146][520/1253] lr: 1.189e-01, eta: 1 day, 22:34:24, time: 1.083, data_time: 0.002, memory: 9059, top1_acc: 0.4250, top5_acc: 0.6773, loss_cls: 2.5446, loss: 2.5446, grad_norm: 1.8346 2020-07-19 10:55:47,910 - mmaction - INFO - Epoch [146][540/1253] lr: 1.189e-01, eta: 1 day, 22:33:57, time: 1.090, data_time: 0.002, memory: 9059, top1_acc: 0.4255, top5_acc: 0.6698, loss_cls: 2.5833, loss: 2.5833, grad_norm: 1.7955 2020-07-19 10:56:09,075 - mmaction - INFO - Epoch [146][560/1253] lr: 1.189e-01, eta: 1 day, 22:33:29, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.4367, top5_acc: 0.6740, loss_cls: 2.5396, loss: 2.5396, grad_norm: 1.7922 2020-07-19 10:56:30,865 - mmaction - INFO - Epoch [146][580/1253] lr: 1.189e-01, eta: 1 day, 22:33:02, time: 1.089, data_time: 0.002, memory: 9059, top1_acc: 0.4263, top5_acc: 0.6768, loss_cls: 2.5705, loss: 2.5705, grad_norm: 1.8426 2020-07-19 10:56:52,143 - mmaction - INFO - Epoch [146][600/1253] lr: 1.189e-01, eta: 1 day, 22:32:34, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4266, top5_acc: 0.6693, loss_cls: 2.5848, loss: 2.5848, grad_norm: 1.8123 2020-07-19 10:57:13,484 - mmaction - INFO - Epoch [146][620/1253] lr: 1.189e-01, eta: 1 day, 22:32:06, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4221, top5_acc: 0.6669, loss_cls: 2.5799, loss: 2.5799, grad_norm: 1.8623 2020-07-19 10:57:35,334 - mmaction - INFO - Epoch [146][640/1253] lr: 1.189e-01, eta: 1 day, 22:31:39, time: 1.095, data_time: 0.014, memory: 9059, top1_acc: 0.4393, top5_acc: 0.6826, loss_cls: 2.4876, loss: 2.4876, grad_norm: 1.8115 2020-07-19 10:57:56,649 - mmaction - INFO - Epoch [146][660/1253] lr: 1.189e-01, eta: 1 day, 22:31:12, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.4307, top5_acc: 0.6727, loss_cls: 2.5552, loss: 2.5552, grad_norm: 1.7754 2020-07-19 10:58:17,836 - mmaction - INFO - Epoch [146][680/1253] lr: 1.189e-01, eta: 1 day, 22:30:44, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4320, top5_acc: 0.6815, loss_cls: 2.5436, loss: 2.5436, grad_norm: 1.8498 2020-07-19 10:58:39,474 - mmaction - INFO - Epoch [146][700/1253] lr: 1.189e-01, eta: 1 day, 22:30:16, time: 1.082, data_time: 0.001, memory: 9059, top1_acc: 0.4227, top5_acc: 0.6604, loss_cls: 2.5890, loss: 2.5890, grad_norm: 1.8521 2020-07-19 10:59:00,767 - mmaction - INFO - Epoch [146][720/1253] lr: 1.189e-01, eta: 1 day, 22:29:49, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4195, top5_acc: 0.6635, loss_cls: 2.5884, loss: 2.5884, grad_norm: 1.8195 2020-07-19 10:59:22,034 - mmaction - INFO - Epoch [146][740/1253] lr: 1.189e-01, eta: 1 day, 22:29:21, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4227, top5_acc: 0.6711, loss_cls: 2.5538, loss: 2.5538, grad_norm: 1.8244 2020-07-19 10:59:43,737 - mmaction - INFO - Epoch [146][760/1253] lr: 1.189e-01, eta: 1 day, 22:28:53, time: 1.085, data_time: 0.002, memory: 9059, top1_acc: 0.4396, top5_acc: 0.6841, loss_cls: 2.4867, loss: 2.4867, grad_norm: 1.7969 2020-07-19 11:00:13,495 - mmaction - INFO - Epoch [146][780/1253] lr: 1.189e-01, eta: 1 day, 22:28:36, time: 1.477, data_time: 0.003, memory: 9059, top1_acc: 0.4271, top5_acc: 0.6779, loss_cls: 2.5499, loss: 2.5499, grad_norm: 1.8419 2020-07-19 11:00:34,741 - mmaction - INFO - Epoch [146][800/1253] lr: 1.189e-01, eta: 1 day, 22:28:08, time: 1.074, data_time: 0.016, memory: 9059, top1_acc: 0.4208, top5_acc: 0.6674, loss_cls: 2.5727, loss: 2.5727, grad_norm: 1.9025 2020-07-19 11:00:56,874 - mmaction - INFO - Epoch [146][820/1253] lr: 1.189e-01, eta: 1 day, 22:27:42, time: 1.106, data_time: 0.001, memory: 9059, top1_acc: 0.4125, top5_acc: 0.6630, loss_cls: 2.6252, loss: 2.6252, grad_norm: 1.8209 2020-07-19 11:01:18,227 - mmaction - INFO - Epoch [146][840/1253] lr: 1.189e-01, eta: 1 day, 22:27:14, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4268, top5_acc: 0.6734, loss_cls: 2.5797, loss: 2.5797, grad_norm: 1.8438 2020-07-19 11:01:39,532 - mmaction - INFO - Epoch [146][860/1253] lr: 1.189e-01, eta: 1 day, 22:26:46, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.4333, top5_acc: 0.6732, loss_cls: 2.5313, loss: 2.5313, grad_norm: 1.8196 2020-07-19 11:02:00,783 - mmaction - INFO - Epoch [146][880/1253] lr: 1.189e-01, eta: 1 day, 22:26:18, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4276, top5_acc: 0.6784, loss_cls: 2.5612, loss: 2.5612, grad_norm: 1.8336 2020-07-19 11:02:22,195 - mmaction - INFO - Epoch [146][900/1253] lr: 1.189e-01, eta: 1 day, 22:25:51, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4339, top5_acc: 0.6828, loss_cls: 2.5395, loss: 2.5395, grad_norm: 1.8430 2020-07-19 11:02:43,579 - mmaction - INFO - Epoch [146][920/1253] lr: 1.189e-01, eta: 1 day, 22:25:23, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.4276, top5_acc: 0.6674, loss_cls: 2.5488, loss: 2.5488, grad_norm: 1.8120 2020-07-19 11:03:05,042 - mmaction - INFO - Epoch [146][940/1253] lr: 1.189e-01, eta: 1 day, 22:24:55, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4214, top5_acc: 0.6674, loss_cls: 2.6232, loss: 2.6232, grad_norm: 1.8893 2020-07-19 11:03:26,214 - mmaction - INFO - Epoch [146][960/1253] lr: 1.189e-01, eta: 1 day, 22:24:28, time: 1.060, data_time: 0.003, memory: 9059, top1_acc: 0.4164, top5_acc: 0.6737, loss_cls: 2.5949, loss: 2.5949, grad_norm: 1.8356 2020-07-19 11:03:47,583 - mmaction - INFO - Epoch [146][980/1253] lr: 1.189e-01, eta: 1 day, 22:24:00, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.3977, top5_acc: 0.6521, loss_cls: 2.6895, loss: 2.6895, grad_norm: 1.8384 2020-07-19 11:04:09,098 - mmaction - INFO - Epoch [146][1000/1253] lr: 1.189e-01, eta: 1 day, 22:23:32, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.4195, top5_acc: 0.6721, loss_cls: 2.5679, loss: 2.5679, grad_norm: 1.8552 2020-07-19 11:04:30,559 - mmaction - INFO - Epoch [146][1020/1253] lr: 1.189e-01, eta: 1 day, 22:23:05, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.4224, top5_acc: 0.6594, loss_cls: 2.5866, loss: 2.5866, grad_norm: 1.8435 2020-07-19 11:04:52,143 - mmaction - INFO - Epoch [146][1040/1253] lr: 1.189e-01, eta: 1 day, 22:22:38, time: 1.079, data_time: 0.001, memory: 9059, top1_acc: 0.4206, top5_acc: 0.6674, loss_cls: 2.5964, loss: 2.5964, grad_norm: 1.8687 2020-07-19 11:05:13,440 - mmaction - INFO - Epoch [146][1060/1253] lr: 1.189e-01, eta: 1 day, 22:22:10, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.4284, top5_acc: 0.6813, loss_cls: 2.5413, loss: 2.5413, grad_norm: 1.8262 2020-07-19 11:05:34,686 - mmaction - INFO - Epoch [146][1080/1253] lr: 1.189e-01, eta: 1 day, 22:21:42, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4305, top5_acc: 0.6737, loss_cls: 2.5651, loss: 2.5651, grad_norm: 1.8538 2020-07-19 11:05:55,982 - mmaction - INFO - Epoch [146][1100/1253] lr: 1.189e-01, eta: 1 day, 22:21:14, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.4195, top5_acc: 0.6836, loss_cls: 2.5515, loss: 2.5515, grad_norm: 1.8400 2020-07-19 11:06:17,354 - mmaction - INFO - Epoch [146][1120/1253] lr: 1.189e-01, eta: 1 day, 22:20:47, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.4180, top5_acc: 0.6729, loss_cls: 2.5722, loss: 2.5722, grad_norm: 1.8256 2020-07-19 11:06:39,340 - mmaction - INFO - Epoch [146][1140/1253] lr: 1.189e-01, eta: 1 day, 22:20:20, time: 1.099, data_time: 0.002, memory: 9059, top1_acc: 0.4404, top5_acc: 0.6818, loss_cls: 2.4911, loss: 2.4911, grad_norm: 1.8001 2020-07-19 11:07:00,521 - mmaction - INFO - Epoch [146][1160/1253] lr: 1.189e-01, eta: 1 day, 22:19:52, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4094, top5_acc: 0.6563, loss_cls: 2.6207, loss: 2.6207, grad_norm: 1.8767 2020-07-19 11:07:21,702 - mmaction - INFO - Epoch [146][1180/1253] lr: 1.189e-01, eta: 1 day, 22:19:24, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4224, top5_acc: 0.6724, loss_cls: 2.5857, loss: 2.5857, grad_norm: 1.8258 2020-07-19 11:07:43,065 - mmaction - INFO - Epoch [146][1200/1253] lr: 1.189e-01, eta: 1 day, 22:18:56, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4112, top5_acc: 0.6628, loss_cls: 2.6190, loss: 2.6190, grad_norm: 1.8279 2020-07-19 11:08:04,649 - mmaction - INFO - Epoch [146][1220/1253] lr: 1.189e-01, eta: 1 day, 22:18:29, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.4341, top5_acc: 0.6797, loss_cls: 2.5379, loss: 2.5379, grad_norm: 1.8322 2020-07-19 11:08:25,881 - mmaction - INFO - Epoch [146][1240/1253] lr: 1.189e-01, eta: 1 day, 22:18:01, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4188, top5_acc: 0.6648, loss_cls: 2.6098, loss: 2.6098, grad_norm: 1.8389 2020-07-19 11:12:07,958 - mmaction - INFO - Epoch [147][20/1253] lr: 1.171e-01, eta: 1 day, 22:20:38, time: 10.051, data_time: 8.744, memory: 9059, top1_acc: 0.4211, top5_acc: 0.6776, loss_cls: 2.5379, loss: 2.5379, grad_norm: 1.8246 2020-07-19 11:12:29,381 - mmaction - INFO - Epoch [147][40/1253] lr: 1.171e-01, eta: 1 day, 22:20:11, time: 1.073, data_time: 0.003, memory: 9059, top1_acc: 0.4271, top5_acc: 0.6734, loss_cls: 2.5677, loss: 2.5677, grad_norm: 1.8651 2020-07-19 11:12:50,602 - mmaction - INFO - Epoch [147][60/1253] lr: 1.171e-01, eta: 1 day, 22:19:43, time: 1.061, data_time: 0.001, memory: 9059, top1_acc: 0.4299, top5_acc: 0.6784, loss_cls: 2.5477, loss: 2.5477, grad_norm: 1.8514 2020-07-19 11:13:11,943 - mmaction - INFO - Epoch [147][80/1253] lr: 1.171e-01, eta: 1 day, 22:19:15, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.4414, top5_acc: 0.6958, loss_cls: 2.4790, loss: 2.4790, grad_norm: 1.8161 2020-07-19 11:13:33,191 - mmaction - INFO - Epoch [147][100/1253] lr: 1.171e-01, eta: 1 day, 22:18:47, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.4352, top5_acc: 0.6826, loss_cls: 2.5304, loss: 2.5304, grad_norm: 1.8143 2020-07-19 11:13:54,722 - mmaction - INFO - Epoch [147][120/1253] lr: 1.171e-01, eta: 1 day, 22:18:20, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.4117, top5_acc: 0.6630, loss_cls: 2.5924, loss: 2.5924, grad_norm: 1.8162 2020-07-19 11:14:16,078 - mmaction - INFO - Epoch [147][140/1253] lr: 1.171e-01, eta: 1 day, 22:17:52, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4250, top5_acc: 0.6716, loss_cls: 2.5886, loss: 2.5886, grad_norm: 1.8542 2020-07-19 11:14:37,474 - mmaction - INFO - Epoch [147][160/1253] lr: 1.171e-01, eta: 1 day, 22:17:24, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4422, top5_acc: 0.6719, loss_cls: 2.5410, loss: 2.5410, grad_norm: 1.8244 2020-07-19 11:14:58,796 - mmaction - INFO - Epoch [147][180/1253] lr: 1.171e-01, eta: 1 day, 22:16:57, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4273, top5_acc: 0.6792, loss_cls: 2.5400, loss: 2.5400, grad_norm: 1.8041 2020-07-19 11:15:20,060 - mmaction - INFO - Epoch [147][200/1253] lr: 1.171e-01, eta: 1 day, 22:16:29, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.4297, top5_acc: 0.6755, loss_cls: 2.5128, loss: 2.5128, grad_norm: 1.8551 2020-07-19 11:15:41,289 - mmaction - INFO - Epoch [147][220/1253] lr: 1.171e-01, eta: 1 day, 22:16:01, time: 1.061, data_time: 0.001, memory: 9059, top1_acc: 0.4167, top5_acc: 0.6732, loss_cls: 2.6321, loss: 2.6321, grad_norm: 1.8578 2020-07-19 11:16:02,525 - mmaction - INFO - Epoch [147][240/1253] lr: 1.171e-01, eta: 1 day, 22:15:33, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4273, top5_acc: 0.6766, loss_cls: 2.5404, loss: 2.5404, grad_norm: 1.8427 2020-07-19 11:16:24,100 - mmaction - INFO - Epoch [147][260/1253] lr: 1.171e-01, eta: 1 day, 22:15:06, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.4503, top5_acc: 0.6888, loss_cls: 2.4469, loss: 2.4469, grad_norm: 1.8216 2020-07-19 11:16:45,567 - mmaction - INFO - Epoch [147][280/1253] lr: 1.171e-01, eta: 1 day, 22:14:38, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.4419, top5_acc: 0.6807, loss_cls: 2.5017, loss: 2.5017, grad_norm: 1.8384 2020-07-19 11:17:06,924 - mmaction - INFO - Epoch [147][300/1253] lr: 1.171e-01, eta: 1 day, 22:14:11, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4471, top5_acc: 0.6969, loss_cls: 2.4534, loss: 2.4534, grad_norm: 1.8048 2020-07-19 11:17:28,223 - mmaction - INFO - Epoch [147][320/1253] lr: 1.171e-01, eta: 1 day, 22:13:43, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4555, top5_acc: 0.7021, loss_cls: 2.4235, loss: 2.4235, grad_norm: 1.8067 2020-07-19 11:17:49,611 - mmaction - INFO - Epoch [147][340/1253] lr: 1.171e-01, eta: 1 day, 22:13:15, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4169, top5_acc: 0.6685, loss_cls: 2.6042, loss: 2.6042, grad_norm: 1.9046 2020-07-19 11:18:10,806 - mmaction - INFO - Epoch [147][360/1253] lr: 1.171e-01, eta: 1 day, 22:12:47, time: 1.060, data_time: 0.003, memory: 9059, top1_acc: 0.4276, top5_acc: 0.6753, loss_cls: 2.5328, loss: 2.5328, grad_norm: 1.8469 2020-07-19 11:18:32,183 - mmaction - INFO - Epoch [147][380/1253] lr: 1.171e-01, eta: 1 day, 22:12:20, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.4357, top5_acc: 0.6747, loss_cls: 2.5249, loss: 2.5249, grad_norm: 1.8480 2020-07-19 11:18:53,532 - mmaction - INFO - Epoch [147][400/1253] lr: 1.171e-01, eta: 1 day, 22:11:52, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4320, top5_acc: 0.6823, loss_cls: 2.5153, loss: 2.5153, grad_norm: 1.8397 2020-07-19 11:19:15,462 - mmaction - INFO - Epoch [147][420/1253] lr: 1.171e-01, eta: 1 day, 22:11:25, time: 1.095, data_time: 0.010, memory: 9059, top1_acc: 0.4495, top5_acc: 0.6846, loss_cls: 2.4922, loss: 2.4922, grad_norm: 1.8705 2020-07-19 11:19:36,656 - mmaction - INFO - Epoch [147][440/1253] lr: 1.171e-01, eta: 1 day, 22:10:57, time: 1.061, data_time: 0.003, memory: 9059, top1_acc: 0.4266, top5_acc: 0.6805, loss_cls: 2.5285, loss: 2.5285, grad_norm: 1.8308 2020-07-19 11:19:58,206 - mmaction - INFO - Epoch [147][460/1253] lr: 1.171e-01, eta: 1 day, 22:10:30, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.4258, top5_acc: 0.6680, loss_cls: 2.5746, loss: 2.5746, grad_norm: 1.8510 2020-07-19 11:20:19,575 - mmaction - INFO - Epoch [147][480/1253] lr: 1.171e-01, eta: 1 day, 22:10:02, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4385, top5_acc: 0.6911, loss_cls: 2.5041, loss: 2.5041, grad_norm: 1.8796 2020-07-19 11:20:40,976 - mmaction - INFO - Epoch [147][500/1253] lr: 1.171e-01, eta: 1 day, 22:09:35, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.4354, top5_acc: 0.6935, loss_cls: 2.4798, loss: 2.4798, grad_norm: 1.8552 2020-07-19 11:21:02,420 - mmaction - INFO - Epoch [147][520/1253] lr: 1.171e-01, eta: 1 day, 22:09:07, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4195, top5_acc: 0.6758, loss_cls: 2.5937, loss: 2.5937, grad_norm: 1.8362 2020-07-19 11:21:23,988 - mmaction - INFO - Epoch [147][540/1253] lr: 1.171e-01, eta: 1 day, 22:08:40, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.4198, top5_acc: 0.6651, loss_cls: 2.5913, loss: 2.5913, grad_norm: 1.8704 2020-07-19 11:21:45,250 - mmaction - INFO - Epoch [147][560/1253] lr: 1.171e-01, eta: 1 day, 22:08:12, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4201, top5_acc: 0.6698, loss_cls: 2.5703, loss: 2.5703, grad_norm: 1.8261 2020-07-19 11:22:06,582 - mmaction - INFO - Epoch [147][580/1253] lr: 1.171e-01, eta: 1 day, 22:07:44, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4354, top5_acc: 0.6721, loss_cls: 2.5426, loss: 2.5426, grad_norm: 1.8526 2020-07-19 11:22:28,035 - mmaction - INFO - Epoch [147][600/1253] lr: 1.171e-01, eta: 1 day, 22:07:17, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.4503, top5_acc: 0.6964, loss_cls: 2.4409, loss: 2.4409, grad_norm: 1.8133 2020-07-19 11:22:49,224 - mmaction - INFO - Epoch [147][620/1253] lr: 1.171e-01, eta: 1 day, 22:06:49, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4250, top5_acc: 0.6669, loss_cls: 2.5929, loss: 2.5929, grad_norm: 1.8612 2020-07-19 11:23:10,908 - mmaction - INFO - Epoch [147][640/1253] lr: 1.171e-01, eta: 1 day, 22:06:22, time: 1.085, data_time: 0.002, memory: 9059, top1_acc: 0.4146, top5_acc: 0.6534, loss_cls: 2.6461, loss: 2.6461, grad_norm: 1.8601 2020-07-19 11:23:32,185 - mmaction - INFO - Epoch [147][660/1253] lr: 1.171e-01, eta: 1 day, 22:05:54, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4206, top5_acc: 0.6763, loss_cls: 2.5702, loss: 2.5702, grad_norm: 1.7983 2020-07-19 11:23:54,183 - mmaction - INFO - Epoch [147][680/1253] lr: 1.171e-01, eta: 1 day, 22:05:27, time: 1.100, data_time: 0.001, memory: 9059, top1_acc: 0.4234, top5_acc: 0.6820, loss_cls: 2.5300, loss: 2.5300, grad_norm: 1.8429 2020-07-19 11:24:15,506 - mmaction - INFO - Epoch [147][700/1253] lr: 1.171e-01, eta: 1 day, 22:04:59, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.4344, top5_acc: 0.6664, loss_cls: 2.5963, loss: 2.5963, grad_norm: 1.8718 2020-07-19 11:24:36,729 - mmaction - INFO - Epoch [147][720/1253] lr: 1.171e-01, eta: 1 day, 22:04:32, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4339, top5_acc: 0.6758, loss_cls: 2.5303, loss: 2.5303, grad_norm: 1.8153 2020-07-19 11:24:57,943 - mmaction - INFO - Epoch [147][740/1253] lr: 1.171e-01, eta: 1 day, 22:04:04, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4232, top5_acc: 0.6615, loss_cls: 2.5984, loss: 2.5984, grad_norm: 1.8595 2020-07-19 11:25:19,482 - mmaction - INFO - Epoch [147][760/1253] lr: 1.171e-01, eta: 1 day, 22:03:36, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.4279, top5_acc: 0.6854, loss_cls: 2.5447, loss: 2.5447, grad_norm: 1.8265 2020-07-19 11:25:41,438 - mmaction - INFO - Epoch [147][780/1253] lr: 1.171e-01, eta: 1 day, 22:03:09, time: 1.097, data_time: 0.002, memory: 9059, top1_acc: 0.4271, top5_acc: 0.6680, loss_cls: 2.5874, loss: 2.5874, grad_norm: 1.8638 2020-07-19 11:26:03,487 - mmaction - INFO - Epoch [147][800/1253] lr: 1.171e-01, eta: 1 day, 22:02:43, time: 1.103, data_time: 0.002, memory: 9059, top1_acc: 0.4224, top5_acc: 0.6768, loss_cls: 2.5617, loss: 2.5617, grad_norm: 1.8155 2020-07-19 11:26:24,854 - mmaction - INFO - Epoch [147][820/1253] lr: 1.171e-01, eta: 1 day, 22:02:15, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4359, top5_acc: 0.6727, loss_cls: 2.5610, loss: 2.5610, grad_norm: 1.8556 2020-07-19 11:26:46,641 - mmaction - INFO - Epoch [147][840/1253] lr: 1.171e-01, eta: 1 day, 22:01:48, time: 1.090, data_time: 0.003, memory: 9059, top1_acc: 0.4352, top5_acc: 0.6740, loss_cls: 2.5579, loss: 2.5579, grad_norm: 1.8362 2020-07-19 11:27:08,592 - mmaction - INFO - Epoch [147][860/1253] lr: 1.171e-01, eta: 1 day, 22:01:21, time: 1.097, data_time: 0.002, memory: 9059, top1_acc: 0.4362, top5_acc: 0.6815, loss_cls: 2.5443, loss: 2.5443, grad_norm: 1.8640 2020-07-19 11:27:29,842 - mmaction - INFO - Epoch [147][880/1253] lr: 1.171e-01, eta: 1 day, 22:00:53, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4388, top5_acc: 0.6781, loss_cls: 2.5357, loss: 2.5357, grad_norm: 1.8313 2020-07-19 11:27:51,358 - mmaction - INFO - Epoch [147][900/1253] lr: 1.171e-01, eta: 1 day, 22:00:26, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.4214, top5_acc: 0.6695, loss_cls: 2.5915, loss: 2.5915, grad_norm: 1.8872 2020-07-19 11:28:13,064 - mmaction - INFO - Epoch [147][920/1253] lr: 1.171e-01, eta: 1 day, 21:59:59, time: 1.084, data_time: 0.002, memory: 9059, top1_acc: 0.4156, top5_acc: 0.6492, loss_cls: 2.6575, loss: 2.6575, grad_norm: 1.8240 2020-07-19 11:28:34,292 - mmaction - INFO - Epoch [147][940/1253] lr: 1.171e-01, eta: 1 day, 21:59:31, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.4273, top5_acc: 0.6732, loss_cls: 2.5517, loss: 2.5517, grad_norm: 1.8518 2020-07-19 11:28:55,790 - mmaction - INFO - Epoch [147][960/1253] lr: 1.171e-01, eta: 1 day, 21:59:04, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.4271, top5_acc: 0.6721, loss_cls: 2.5619, loss: 2.5619, grad_norm: 1.8347 2020-07-19 11:29:16,985 - mmaction - INFO - Epoch [147][980/1253] lr: 1.171e-01, eta: 1 day, 21:58:36, time: 1.059, data_time: 0.004, memory: 9059, top1_acc: 0.4406, top5_acc: 0.6854, loss_cls: 2.4659, loss: 2.4659, grad_norm: 1.8232 2020-07-19 11:29:38,585 - mmaction - INFO - Epoch [147][1000/1253] lr: 1.171e-01, eta: 1 day, 21:58:08, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.4318, top5_acc: 0.6755, loss_cls: 2.5791, loss: 2.5791, grad_norm: 1.8833 2020-07-19 11:29:59,844 - mmaction - INFO - Epoch [147][1020/1253] lr: 1.171e-01, eta: 1 day, 21:57:41, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4443, top5_acc: 0.6878, loss_cls: 2.4943, loss: 2.4943, grad_norm: 1.8657 2020-07-19 11:30:22,026 - mmaction - INFO - Epoch [147][1040/1253] lr: 1.171e-01, eta: 1 day, 21:57:14, time: 1.108, data_time: 0.001, memory: 9059, top1_acc: 0.4375, top5_acc: 0.6792, loss_cls: 2.5009, loss: 2.5009, grad_norm: 1.8295 2020-07-19 11:30:43,146 - mmaction - INFO - Epoch [147][1060/1253] lr: 1.171e-01, eta: 1 day, 21:56:46, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.4307, top5_acc: 0.6669, loss_cls: 2.5728, loss: 2.5728, grad_norm: 1.8285 2020-07-19 11:31:04,439 - mmaction - INFO - Epoch [147][1080/1253] lr: 1.171e-01, eta: 1 day, 21:56:19, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4430, top5_acc: 0.6872, loss_cls: 2.4688, loss: 2.4688, grad_norm: 1.8137 2020-07-19 11:31:25,900 - mmaction - INFO - Epoch [147][1100/1253] lr: 1.171e-01, eta: 1 day, 21:55:51, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.4263, top5_acc: 0.6813, loss_cls: 2.5445, loss: 2.5445, grad_norm: 1.9093 2020-07-19 11:31:47,419 - mmaction - INFO - Epoch [147][1120/1253] lr: 1.171e-01, eta: 1 day, 21:55:24, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.4112, top5_acc: 0.6667, loss_cls: 2.6446, loss: 2.6446, grad_norm: 1.8723 2020-07-19 11:32:09,232 - mmaction - INFO - Epoch [147][1140/1253] lr: 1.171e-01, eta: 1 day, 21:54:57, time: 1.090, data_time: 0.001, memory: 9059, top1_acc: 0.4255, top5_acc: 0.6706, loss_cls: 2.5632, loss: 2.5632, grad_norm: 1.8540 2020-07-19 11:32:30,463 - mmaction - INFO - Epoch [147][1160/1253] lr: 1.171e-01, eta: 1 day, 21:54:29, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4201, top5_acc: 0.6672, loss_cls: 2.6084, loss: 2.6084, grad_norm: 1.8471 2020-07-19 11:32:51,694 - mmaction - INFO - Epoch [147][1180/1253] lr: 1.171e-01, eta: 1 day, 21:54:01, time: 1.061, data_time: 0.001, memory: 9059, top1_acc: 0.4299, top5_acc: 0.6776, loss_cls: 2.5323, loss: 2.5323, grad_norm: 1.8501 2020-07-19 11:33:12,870 - mmaction - INFO - Epoch [147][1200/1253] lr: 1.171e-01, eta: 1 day, 21:53:33, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.4109, top5_acc: 0.6648, loss_cls: 2.6033, loss: 2.6033, grad_norm: 1.8870 2020-07-19 11:33:34,195 - mmaction - INFO - Epoch [147][1220/1253] lr: 1.171e-01, eta: 1 day, 21:53:06, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.3971, top5_acc: 0.6669, loss_cls: 2.6365, loss: 2.6365, grad_norm: 1.8717 2020-07-19 11:33:55,929 - mmaction - INFO - Epoch [147][1240/1253] lr: 1.171e-01, eta: 1 day, 21:52:39, time: 1.087, data_time: 0.002, memory: 9059, top1_acc: 0.4289, top5_acc: 0.6758, loss_cls: 2.5728, loss: 2.5728, grad_norm: 1.7802 2020-07-19 11:37:17,683 - mmaction - INFO - Epoch [148][20/1253] lr: 1.153e-01, eta: 1 day, 21:54:48, time: 9.058, data_time: 7.665, memory: 9059, top1_acc: 0.4315, top5_acc: 0.6849, loss_cls: 2.5347, loss: 2.5347, grad_norm: 1.8641 2020-07-19 11:37:39,573 - mmaction - INFO - Epoch [148][40/1253] lr: 1.153e-01, eta: 1 day, 21:54:21, time: 1.094, data_time: 0.009, memory: 9059, top1_acc: 0.4232, top5_acc: 0.6659, loss_cls: 2.5730, loss: 2.5730, grad_norm: 1.8309 2020-07-19 11:38:01,325 - mmaction - INFO - Epoch [148][60/1253] lr: 1.153e-01, eta: 1 day, 21:53:54, time: 1.085, data_time: 0.002, memory: 9059, top1_acc: 0.4365, top5_acc: 0.6914, loss_cls: 2.4761, loss: 2.4761, grad_norm: 1.8418 2020-07-19 11:38:22,551 - mmaction - INFO - Epoch [148][80/1253] lr: 1.153e-01, eta: 1 day, 21:53:26, time: 1.064, data_time: 0.004, memory: 9059, top1_acc: 0.4352, top5_acc: 0.6784, loss_cls: 2.5313, loss: 2.5313, grad_norm: 1.8424 2020-07-19 11:38:44,139 - mmaction - INFO - Epoch [148][100/1253] lr: 1.153e-01, eta: 1 day, 21:52:59, time: 1.080, data_time: 0.014, memory: 9059, top1_acc: 0.4214, top5_acc: 0.6799, loss_cls: 2.5472, loss: 2.5472, grad_norm: 1.8667 2020-07-19 11:39:05,688 - mmaction - INFO - Epoch [148][120/1253] lr: 1.153e-01, eta: 1 day, 21:52:31, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.4273, top5_acc: 0.6820, loss_cls: 2.5428, loss: 2.5428, grad_norm: 1.8375 2020-07-19 11:39:26,955 - mmaction - INFO - Epoch [148][140/1253] lr: 1.153e-01, eta: 1 day, 21:52:04, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.4492, top5_acc: 0.6878, loss_cls: 2.4621, loss: 2.4621, grad_norm: 1.8548 2020-07-19 11:39:48,145 - mmaction - INFO - Epoch [148][160/1253] lr: 1.153e-01, eta: 1 day, 21:51:36, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4266, top5_acc: 0.6635, loss_cls: 2.5937, loss: 2.5937, grad_norm: 1.8514 2020-07-19 11:40:09,613 - mmaction - INFO - Epoch [148][180/1253] lr: 1.153e-01, eta: 1 day, 21:51:08, time: 1.072, data_time: 0.001, memory: 9059, top1_acc: 0.4292, top5_acc: 0.6685, loss_cls: 2.5525, loss: 2.5525, grad_norm: 1.8744 2020-07-19 11:40:31,079 - mmaction - INFO - Epoch [148][200/1253] lr: 1.153e-01, eta: 1 day, 21:50:41, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.4232, top5_acc: 0.6810, loss_cls: 2.5215, loss: 2.5215, grad_norm: 1.8595 2020-07-19 11:40:52,551 - mmaction - INFO - Epoch [148][220/1253] lr: 1.153e-01, eta: 1 day, 21:50:13, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.4477, top5_acc: 0.6865, loss_cls: 2.4784, loss: 2.4784, grad_norm: 1.8154 2020-07-19 11:41:13,717 - mmaction - INFO - Epoch [148][240/1253] lr: 1.153e-01, eta: 1 day, 21:49:46, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4172, top5_acc: 0.6734, loss_cls: 2.5720, loss: 2.5720, grad_norm: 1.8557 2020-07-19 11:41:35,129 - mmaction - INFO - Epoch [148][260/1253] lr: 1.153e-01, eta: 1 day, 21:49:18, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4216, top5_acc: 0.6789, loss_cls: 2.5512, loss: 2.5512, grad_norm: 1.8795 2020-07-19 11:41:57,005 - mmaction - INFO - Epoch [148][280/1253] lr: 1.153e-01, eta: 1 day, 21:48:51, time: 1.095, data_time: 0.003, memory: 9059, top1_acc: 0.4279, top5_acc: 0.6799, loss_cls: 2.5349, loss: 2.5349, grad_norm: 1.8568 2020-07-19 11:42:18,243 - mmaction - INFO - Epoch [148][300/1253] lr: 1.153e-01, eta: 1 day, 21:48:23, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4180, top5_acc: 0.6622, loss_cls: 2.6124, loss: 2.6124, grad_norm: 1.8832 2020-07-19 11:42:39,521 - mmaction - INFO - Epoch [148][320/1253] lr: 1.153e-01, eta: 1 day, 21:47:56, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.4354, top5_acc: 0.6797, loss_cls: 2.5646, loss: 2.5646, grad_norm: 1.8366 2020-07-19 11:43:00,727 - mmaction - INFO - Epoch [148][340/1253] lr: 1.153e-01, eta: 1 day, 21:47:28, time: 1.059, data_time: 0.001, memory: 9059, top1_acc: 0.4320, top5_acc: 0.6703, loss_cls: 2.5339, loss: 2.5339, grad_norm: 1.8178 2020-07-19 11:43:22,126 - mmaction - INFO - Epoch [148][360/1253] lr: 1.153e-01, eta: 1 day, 21:47:00, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4211, top5_acc: 0.6680, loss_cls: 2.5894, loss: 2.5894, grad_norm: 1.8864 2020-07-19 11:43:43,422 - mmaction - INFO - Epoch [148][380/1253] lr: 1.153e-01, eta: 1 day, 21:46:33, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.4344, top5_acc: 0.6810, loss_cls: 2.5426, loss: 2.5426, grad_norm: 1.8403 2020-07-19 11:44:04,873 - mmaction - INFO - Epoch [148][400/1253] lr: 1.153e-01, eta: 1 day, 21:46:05, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.4365, top5_acc: 0.6839, loss_cls: 2.4807, loss: 2.4807, grad_norm: 1.8598 2020-07-19 11:44:26,351 - mmaction - INFO - Epoch [148][420/1253] lr: 1.153e-01, eta: 1 day, 21:45:38, time: 1.076, data_time: 0.003, memory: 9059, top1_acc: 0.4331, top5_acc: 0.6932, loss_cls: 2.4927, loss: 2.4927, grad_norm: 1.8766 2020-07-19 11:44:47,593 - mmaction - INFO - Epoch [148][440/1253] lr: 1.153e-01, eta: 1 day, 21:45:10, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.4341, top5_acc: 0.6823, loss_cls: 2.5062, loss: 2.5062, grad_norm: 1.8609 2020-07-19 11:45:09,021 - mmaction - INFO - Epoch [148][460/1253] lr: 1.153e-01, eta: 1 day, 21:44:43, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4193, top5_acc: 0.6766, loss_cls: 2.5904, loss: 2.5904, grad_norm: 1.8879 2020-07-19 11:45:30,577 - mmaction - INFO - Epoch [148][480/1253] lr: 1.153e-01, eta: 1 day, 21:44:15, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.4250, top5_acc: 0.6721, loss_cls: 2.5398, loss: 2.5398, grad_norm: 1.8542 2020-07-19 11:45:51,758 - mmaction - INFO - Epoch [148][500/1253] lr: 1.153e-01, eta: 1 day, 21:43:47, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4206, top5_acc: 0.6737, loss_cls: 2.5711, loss: 2.5711, grad_norm: 1.8815 2020-07-19 11:46:13,253 - mmaction - INFO - Epoch [148][520/1253] lr: 1.153e-01, eta: 1 day, 21:43:20, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4208, top5_acc: 0.6674, loss_cls: 2.5758, loss: 2.5758, grad_norm: 1.8879 2020-07-19 11:46:34,474 - mmaction - INFO - Epoch [148][540/1253] lr: 1.153e-01, eta: 1 day, 21:42:52, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4240, top5_acc: 0.6763, loss_cls: 2.5358, loss: 2.5358, grad_norm: 1.8928 2020-07-19 11:46:55,886 - mmaction - INFO - Epoch [148][560/1253] lr: 1.153e-01, eta: 1 day, 21:42:25, time: 1.070, data_time: 0.001, memory: 9059, top1_acc: 0.4219, top5_acc: 0.6706, loss_cls: 2.5863, loss: 2.5863, grad_norm: 1.8575 2020-07-19 11:47:17,113 - mmaction - INFO - Epoch [148][580/1253] lr: 1.153e-01, eta: 1 day, 21:41:57, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4151, top5_acc: 0.6669, loss_cls: 2.5867, loss: 2.5867, grad_norm: 1.8270 2020-07-19 11:47:38,448 - mmaction - INFO - Epoch [148][600/1253] lr: 1.153e-01, eta: 1 day, 21:41:30, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4344, top5_acc: 0.6724, loss_cls: 2.5280, loss: 2.5280, grad_norm: 1.8358 2020-07-19 11:47:59,986 - mmaction - INFO - Epoch [148][620/1253] lr: 1.153e-01, eta: 1 day, 21:41:02, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.4174, top5_acc: 0.6789, loss_cls: 2.5841, loss: 2.5841, grad_norm: 1.8913 2020-07-19 11:48:21,358 - mmaction - INFO - Epoch [148][640/1253] lr: 1.153e-01, eta: 1 day, 21:40:35, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.4484, top5_acc: 0.7018, loss_cls: 2.4799, loss: 2.4799, grad_norm: 1.8295 2020-07-19 11:48:42,668 - mmaction - INFO - Epoch [148][660/1253] lr: 1.153e-01, eta: 1 day, 21:40:07, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4378, top5_acc: 0.6810, loss_cls: 2.5226, loss: 2.5226, grad_norm: 1.8437 2020-07-19 11:49:04,003 - mmaction - INFO - Epoch [148][680/1253] lr: 1.153e-01, eta: 1 day, 21:39:39, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4375, top5_acc: 0.6766, loss_cls: 2.5303, loss: 2.5303, grad_norm: 1.8373 2020-07-19 11:49:25,317 - mmaction - INFO - Epoch [148][700/1253] lr: 1.153e-01, eta: 1 day, 21:39:12, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4294, top5_acc: 0.6833, loss_cls: 2.5381, loss: 2.5381, grad_norm: 1.8583 2020-07-19 11:49:46,937 - mmaction - INFO - Epoch [148][720/1253] lr: 1.153e-01, eta: 1 day, 21:38:45, time: 1.082, data_time: 0.002, memory: 9059, top1_acc: 0.4167, top5_acc: 0.6732, loss_cls: 2.5703, loss: 2.5703, grad_norm: 1.8578 2020-07-19 11:50:08,183 - mmaction - INFO - Epoch [148][740/1253] lr: 1.153e-01, eta: 1 day, 21:38:17, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4367, top5_acc: 0.6818, loss_cls: 2.5004, loss: 2.5004, grad_norm: 1.8672 2020-07-19 11:50:30,475 - mmaction - INFO - Epoch [148][760/1253] lr: 1.153e-01, eta: 1 day, 21:37:51, time: 1.114, data_time: 0.009, memory: 9059, top1_acc: 0.4375, top5_acc: 0.6747, loss_cls: 2.5327, loss: 2.5327, grad_norm: 1.8140 2020-07-19 11:50:52,077 - mmaction - INFO - Epoch [148][780/1253] lr: 1.153e-01, eta: 1 day, 21:37:23, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.4273, top5_acc: 0.6747, loss_cls: 2.6069, loss: 2.6069, grad_norm: 1.9086 2020-07-19 11:51:13,371 - mmaction - INFO - Epoch [148][800/1253] lr: 1.153e-01, eta: 1 day, 21:36:56, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.4362, top5_acc: 0.6849, loss_cls: 2.5041, loss: 2.5041, grad_norm: 1.9027 2020-07-19 11:51:34,919 - mmaction - INFO - Epoch [148][820/1253] lr: 1.153e-01, eta: 1 day, 21:36:28, time: 1.077, data_time: 0.003, memory: 9059, top1_acc: 0.4427, top5_acc: 0.6802, loss_cls: 2.5144, loss: 2.5144, grad_norm: 1.8492 2020-07-19 11:51:56,228 - mmaction - INFO - Epoch [148][840/1253] lr: 1.153e-01, eta: 1 day, 21:36:01, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.4206, top5_acc: 0.6698, loss_cls: 2.5652, loss: 2.5652, grad_norm: 1.8623 2020-07-19 11:52:17,639 - mmaction - INFO - Epoch [148][860/1253] lr: 1.153e-01, eta: 1 day, 21:35:33, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4135, top5_acc: 0.6651, loss_cls: 2.6185, loss: 2.6185, grad_norm: 1.8719 2020-07-19 11:52:38,937 - mmaction - INFO - Epoch [148][880/1253] lr: 1.153e-01, eta: 1 day, 21:35:06, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.4372, top5_acc: 0.6721, loss_cls: 2.5352, loss: 2.5352, grad_norm: 1.8181 2020-07-19 11:53:00,173 - mmaction - INFO - Epoch [148][900/1253] lr: 1.153e-01, eta: 1 day, 21:34:38, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4354, top5_acc: 0.6763, loss_cls: 2.5129, loss: 2.5129, grad_norm: 1.8539 2020-07-19 11:53:21,408 - mmaction - INFO - Epoch [148][920/1253] lr: 1.153e-01, eta: 1 day, 21:34:10, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4331, top5_acc: 0.6823, loss_cls: 2.5269, loss: 2.5269, grad_norm: 1.8563 2020-07-19 11:53:42,631 - mmaction - INFO - Epoch [148][940/1253] lr: 1.153e-01, eta: 1 day, 21:33:43, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4299, top5_acc: 0.6859, loss_cls: 2.5087, loss: 2.5087, grad_norm: 1.9031 2020-07-19 11:54:04,054 - mmaction - INFO - Epoch [148][960/1253] lr: 1.153e-01, eta: 1 day, 21:33:15, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4229, top5_acc: 0.6716, loss_cls: 2.5797, loss: 2.5797, grad_norm: 1.8729 2020-07-19 11:54:25,323 - mmaction - INFO - Epoch [148][980/1253] lr: 1.153e-01, eta: 1 day, 21:32:48, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4313, top5_acc: 0.6813, loss_cls: 2.4979, loss: 2.4979, grad_norm: 1.8481 2020-07-19 11:54:46,898 - mmaction - INFO - Epoch [148][1000/1253] lr: 1.153e-01, eta: 1 day, 21:32:20, time: 1.079, data_time: 0.001, memory: 9059, top1_acc: 0.4253, top5_acc: 0.6797, loss_cls: 2.5637, loss: 2.5637, grad_norm: 1.8820 2020-07-19 11:55:08,874 - mmaction - INFO - Epoch [148][1020/1253] lr: 1.153e-01, eta: 1 day, 21:31:53, time: 1.096, data_time: 0.001, memory: 9059, top1_acc: 0.4135, top5_acc: 0.6669, loss_cls: 2.5899, loss: 2.5899, grad_norm: 1.8296 2020-07-19 11:55:30,353 - mmaction - INFO - Epoch [148][1040/1253] lr: 1.153e-01, eta: 1 day, 21:31:26, time: 1.076, data_time: 0.003, memory: 9059, top1_acc: 0.4362, top5_acc: 0.6784, loss_cls: 2.5018, loss: 2.5018, grad_norm: 1.8243 2020-07-19 11:55:51,661 - mmaction - INFO - Epoch [148][1060/1253] lr: 1.153e-01, eta: 1 day, 21:30:59, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.4211, top5_acc: 0.6727, loss_cls: 2.5749, loss: 2.5749, grad_norm: 1.8331 2020-07-19 11:56:13,058 - mmaction - INFO - Epoch [148][1080/1253] lr: 1.153e-01, eta: 1 day, 21:30:31, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4195, top5_acc: 0.6820, loss_cls: 2.5208, loss: 2.5208, grad_norm: 1.8481 2020-07-19 11:56:34,463 - mmaction - INFO - Epoch [148][1100/1253] lr: 1.153e-01, eta: 1 day, 21:30:04, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4310, top5_acc: 0.6870, loss_cls: 2.5166, loss: 2.5166, grad_norm: 1.8386 2020-07-19 11:56:55,688 - mmaction - INFO - Epoch [148][1120/1253] lr: 1.153e-01, eta: 1 day, 21:29:36, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4141, top5_acc: 0.6703, loss_cls: 2.5817, loss: 2.5817, grad_norm: 1.9121 2020-07-19 11:57:17,757 - mmaction - INFO - Epoch [148][1140/1253] lr: 1.153e-01, eta: 1 day, 21:29:09, time: 1.103, data_time: 0.002, memory: 9059, top1_acc: 0.4359, top5_acc: 0.6823, loss_cls: 2.5179, loss: 2.5179, grad_norm: 1.8833 2020-07-19 11:57:39,743 - mmaction - INFO - Epoch [148][1160/1253] lr: 1.153e-01, eta: 1 day, 21:28:42, time: 1.095, data_time: 0.012, memory: 9059, top1_acc: 0.4130, top5_acc: 0.6682, loss_cls: 2.6346, loss: 2.6346, grad_norm: 1.9105 2020-07-19 11:58:01,931 - mmaction - INFO - Epoch [148][1180/1253] lr: 1.153e-01, eta: 1 day, 21:28:16, time: 1.114, data_time: 0.014, memory: 9059, top1_acc: 0.4448, top5_acc: 0.6911, loss_cls: 2.4805, loss: 2.4805, grad_norm: 1.8294 2020-07-19 11:58:23,228 - mmaction - INFO - Epoch [148][1200/1253] lr: 1.153e-01, eta: 1 day, 21:27:48, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4299, top5_acc: 0.6776, loss_cls: 2.5368, loss: 2.5368, grad_norm: 1.8336 2020-07-19 11:58:45,055 - mmaction - INFO - Epoch [148][1220/1253] lr: 1.153e-01, eta: 1 day, 21:27:22, time: 1.095, data_time: 0.016, memory: 9059, top1_acc: 0.4260, top5_acc: 0.6729, loss_cls: 2.5621, loss: 2.5621, grad_norm: 1.9154 2020-07-19 11:59:06,347 - mmaction - INFO - Epoch [148][1240/1253] lr: 1.153e-01, eta: 1 day, 21:26:54, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4182, top5_acc: 0.6688, loss_cls: 2.5925, loss: 2.5925, grad_norm: 1.8385 2020-07-19 11:59:25,114 - mmaction - INFO - Saving checkpoint at 148 epochs 2020-07-19 12:02:48,099 - mmaction - INFO - Epoch [149][20/1253] lr: 1.136e-01, eta: 1 day, 21:29:24, time: 10.088, data_time: 8.840, memory: 9059, top1_acc: 0.4505, top5_acc: 0.6898, loss_cls: 2.4559, loss: 2.4559, grad_norm: 1.8916 2020-07-19 12:03:09,613 - mmaction - INFO - Epoch [149][40/1253] lr: 1.136e-01, eta: 1 day, 21:28:57, time: 1.077, data_time: 0.003, memory: 9059, top1_acc: 0.4414, top5_acc: 0.6893, loss_cls: 2.4878, loss: 2.4878, grad_norm: 1.8393 2020-07-19 12:03:30,904 - mmaction - INFO - Epoch [149][60/1253] lr: 1.136e-01, eta: 1 day, 21:28:29, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.4260, top5_acc: 0.6815, loss_cls: 2.5255, loss: 2.5255, grad_norm: 1.9104 2020-07-19 12:03:52,165 - mmaction - INFO - Epoch [149][80/1253] lr: 1.136e-01, eta: 1 day, 21:28:01, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.4438, top5_acc: 0.6802, loss_cls: 2.5140, loss: 2.5140, grad_norm: 1.8592 2020-07-19 12:04:13,268 - mmaction - INFO - Epoch [149][100/1253] lr: 1.136e-01, eta: 1 day, 21:27:34, time: 1.056, data_time: 0.003, memory: 9059, top1_acc: 0.4276, top5_acc: 0.6831, loss_cls: 2.5271, loss: 2.5271, grad_norm: 1.8985 2020-07-19 12:04:34,454 - mmaction - INFO - Epoch [149][120/1253] lr: 1.136e-01, eta: 1 day, 21:27:06, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4219, top5_acc: 0.6719, loss_cls: 2.5541, loss: 2.5541, grad_norm: 1.8765 2020-07-19 12:04:56,155 - mmaction - INFO - Epoch [149][140/1253] lr: 1.136e-01, eta: 1 day, 21:26:39, time: 1.084, data_time: 0.001, memory: 9059, top1_acc: 0.4073, top5_acc: 0.6617, loss_cls: 2.6219, loss: 2.6219, grad_norm: 1.8665 2020-07-19 12:05:17,452 - mmaction - INFO - Epoch [149][160/1253] lr: 1.136e-01, eta: 1 day, 21:26:11, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4414, top5_acc: 0.6763, loss_cls: 2.5299, loss: 2.5299, grad_norm: 1.8134 2020-07-19 12:05:38,689 - mmaction - INFO - Epoch [149][180/1253] lr: 1.136e-01, eta: 1 day, 21:25:43, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4339, top5_acc: 0.6745, loss_cls: 2.5070, loss: 2.5070, grad_norm: 1.8529 2020-07-19 12:06:00,018 - mmaction - INFO - Epoch [149][200/1253] lr: 1.136e-01, eta: 1 day, 21:25:16, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4328, top5_acc: 0.6810, loss_cls: 2.5007, loss: 2.5007, grad_norm: 1.8648 2020-07-19 12:06:21,349 - mmaction - INFO - Epoch [149][220/1253] lr: 1.136e-01, eta: 1 day, 21:24:48, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.4273, top5_acc: 0.6823, loss_cls: 2.5047, loss: 2.5047, grad_norm: 1.8582 2020-07-19 12:06:42,785 - mmaction - INFO - Epoch [149][240/1253] lr: 1.136e-01, eta: 1 day, 21:24:21, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4336, top5_acc: 0.6797, loss_cls: 2.5259, loss: 2.5259, grad_norm: 1.8795 2020-07-19 12:07:04,202 - mmaction - INFO - Epoch [149][260/1253] lr: 1.136e-01, eta: 1 day, 21:23:53, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4305, top5_acc: 0.6750, loss_cls: 2.5426, loss: 2.5426, grad_norm: 1.8773 2020-07-19 12:07:25,789 - mmaction - INFO - Epoch [149][280/1253] lr: 1.136e-01, eta: 1 day, 21:23:26, time: 1.080, data_time: 0.003, memory: 9059, top1_acc: 0.4339, top5_acc: 0.6818, loss_cls: 2.4927, loss: 2.4927, grad_norm: 1.8606 2020-07-19 12:07:47,257 - mmaction - INFO - Epoch [149][300/1253] lr: 1.136e-01, eta: 1 day, 21:22:59, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.4328, top5_acc: 0.6797, loss_cls: 2.5292, loss: 2.5292, grad_norm: 1.8680 2020-07-19 12:08:08,687 - mmaction - INFO - Epoch [149][320/1253] lr: 1.136e-01, eta: 1 day, 21:22:31, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4359, top5_acc: 0.6799, loss_cls: 2.5037, loss: 2.5037, grad_norm: 1.8239 2020-07-19 12:08:30,291 - mmaction - INFO - Epoch [149][340/1253] lr: 1.136e-01, eta: 1 day, 21:22:04, time: 1.081, data_time: 0.003, memory: 9059, top1_acc: 0.4419, top5_acc: 0.6792, loss_cls: 2.5099, loss: 2.5099, grad_norm: 1.8801 2020-07-19 12:08:51,809 - mmaction - INFO - Epoch [149][360/1253] lr: 1.136e-01, eta: 1 day, 21:21:37, time: 1.076, data_time: 0.008, memory: 9059, top1_acc: 0.4310, top5_acc: 0.6823, loss_cls: 2.5433, loss: 2.5433, grad_norm: 1.8677 2020-07-19 12:09:14,002 - mmaction - INFO - Epoch [149][380/1253] lr: 1.136e-01, eta: 1 day, 21:21:10, time: 1.110, data_time: 0.002, memory: 9059, top1_acc: 0.4398, top5_acc: 0.6914, loss_cls: 2.4730, loss: 2.4730, grad_norm: 1.8944 2020-07-19 12:09:35,266 - mmaction - INFO - Epoch [149][400/1253] lr: 1.136e-01, eta: 1 day, 21:20:43, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4188, top5_acc: 0.6857, loss_cls: 2.5136, loss: 2.5136, grad_norm: 1.9130 2020-07-19 12:09:56,697 - mmaction - INFO - Epoch [149][420/1253] lr: 1.136e-01, eta: 1 day, 21:20:15, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4328, top5_acc: 0.6818, loss_cls: 2.5084, loss: 2.5084, grad_norm: 1.8659 2020-07-19 12:10:18,983 - mmaction - INFO - Epoch [149][440/1253] lr: 1.136e-01, eta: 1 day, 21:19:49, time: 1.115, data_time: 0.002, memory: 9059, top1_acc: 0.4339, top5_acc: 0.6750, loss_cls: 2.5261, loss: 2.5261, grad_norm: 1.9045 2020-07-19 12:10:40,400 - mmaction - INFO - Epoch [149][460/1253] lr: 1.136e-01, eta: 1 day, 21:19:21, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4253, top5_acc: 0.6695, loss_cls: 2.5528, loss: 2.5528, grad_norm: 1.8348 2020-07-19 12:11:01,737 - mmaction - INFO - Epoch [149][480/1253] lr: 1.136e-01, eta: 1 day, 21:18:54, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4375, top5_acc: 0.6813, loss_cls: 2.5114, loss: 2.5114, grad_norm: 1.8457 2020-07-19 12:11:22,989 - mmaction - INFO - Epoch [149][500/1253] lr: 1.136e-01, eta: 1 day, 21:18:26, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4320, top5_acc: 0.6810, loss_cls: 2.5122, loss: 2.5122, grad_norm: 1.8472 2020-07-19 12:11:44,646 - mmaction - INFO - Epoch [149][520/1253] lr: 1.136e-01, eta: 1 day, 21:17:59, time: 1.083, data_time: 0.002, memory: 9059, top1_acc: 0.4398, top5_acc: 0.6760, loss_cls: 2.5115, loss: 2.5115, grad_norm: 1.8601 2020-07-19 12:12:06,152 - mmaction - INFO - Epoch [149][540/1253] lr: 1.136e-01, eta: 1 day, 21:17:32, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.4185, top5_acc: 0.6750, loss_cls: 2.5744, loss: 2.5744, grad_norm: 1.8609 2020-07-19 12:12:27,386 - mmaction - INFO - Epoch [149][560/1253] lr: 1.136e-01, eta: 1 day, 21:17:04, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4336, top5_acc: 0.6766, loss_cls: 2.5507, loss: 2.5507, grad_norm: 1.8798 2020-07-19 12:12:48,770 - mmaction - INFO - Epoch [149][580/1253] lr: 1.136e-01, eta: 1 day, 21:16:37, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.4474, top5_acc: 0.6810, loss_cls: 2.5015, loss: 2.5015, grad_norm: 1.8680 2020-07-19 12:13:10,904 - mmaction - INFO - Epoch [149][600/1253] lr: 1.136e-01, eta: 1 day, 21:16:10, time: 1.107, data_time: 0.002, memory: 9059, top1_acc: 0.4424, top5_acc: 0.6896, loss_cls: 2.4698, loss: 2.4698, grad_norm: 1.8693 2020-07-19 12:13:32,180 - mmaction - INFO - Epoch [149][620/1253] lr: 1.136e-01, eta: 1 day, 21:15:42, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4263, top5_acc: 0.6750, loss_cls: 2.5609, loss: 2.5609, grad_norm: 1.9067 2020-07-19 12:13:53,896 - mmaction - INFO - Epoch [149][640/1253] lr: 1.136e-01, eta: 1 day, 21:15:15, time: 1.085, data_time: 0.002, memory: 9059, top1_acc: 0.4320, top5_acc: 0.6844, loss_cls: 2.5139, loss: 2.5139, grad_norm: 1.8247 2020-07-19 12:14:15,646 - mmaction - INFO - Epoch [149][660/1253] lr: 1.136e-01, eta: 1 day, 21:14:48, time: 1.089, data_time: 0.003, memory: 9059, top1_acc: 0.4302, top5_acc: 0.6836, loss_cls: 2.5386, loss: 2.5386, grad_norm: 1.8632 2020-07-19 12:14:37,326 - mmaction - INFO - Epoch [149][680/1253] lr: 1.136e-01, eta: 1 day, 21:14:21, time: 1.083, data_time: 0.001, memory: 9059, top1_acc: 0.4245, top5_acc: 0.6862, loss_cls: 2.5393, loss: 2.5393, grad_norm: 1.8896 2020-07-19 12:14:58,704 - mmaction - INFO - Epoch [149][700/1253] lr: 1.136e-01, eta: 1 day, 21:13:54, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4279, top5_acc: 0.6883, loss_cls: 2.5455, loss: 2.5455, grad_norm: 1.8525 2020-07-19 12:15:19,926 - mmaction - INFO - Epoch [149][720/1253] lr: 1.136e-01, eta: 1 day, 21:13:26, time: 1.061, data_time: 0.001, memory: 9059, top1_acc: 0.4266, top5_acc: 0.6677, loss_cls: 2.5717, loss: 2.5717, grad_norm: 1.8602 2020-07-19 12:15:41,593 - mmaction - INFO - Epoch [149][740/1253] lr: 1.136e-01, eta: 1 day, 21:12:59, time: 1.082, data_time: 0.001, memory: 9059, top1_acc: 0.4344, top5_acc: 0.6841, loss_cls: 2.5362, loss: 2.5362, grad_norm: 1.8386 2020-07-19 12:16:02,716 - mmaction - INFO - Epoch [149][760/1253] lr: 1.136e-01, eta: 1 day, 21:12:31, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.4414, top5_acc: 0.6865, loss_cls: 2.4855, loss: 2.4855, grad_norm: 1.8579 2020-07-19 12:16:23,918 - mmaction - INFO - Epoch [149][780/1253] lr: 1.136e-01, eta: 1 day, 21:12:04, time: 1.060, data_time: 0.003, memory: 9059, top1_acc: 0.4331, top5_acc: 0.6794, loss_cls: 2.5323, loss: 2.5323, grad_norm: 1.8875 2020-07-19 12:16:45,696 - mmaction - INFO - Epoch [149][800/1253] lr: 1.136e-01, eta: 1 day, 21:11:37, time: 1.089, data_time: 0.002, memory: 9059, top1_acc: 0.4221, top5_acc: 0.6852, loss_cls: 2.5410, loss: 2.5410, grad_norm: 1.8713 2020-07-19 12:17:07,947 - mmaction - INFO - Epoch [149][820/1253] lr: 1.136e-01, eta: 1 day, 21:11:10, time: 1.113, data_time: 0.002, memory: 9059, top1_acc: 0.4299, top5_acc: 0.6708, loss_cls: 2.5357, loss: 2.5357, grad_norm: 1.8497 2020-07-19 12:17:29,264 - mmaction - INFO - Epoch [149][840/1253] lr: 1.136e-01, eta: 1 day, 21:10:43, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4349, top5_acc: 0.6891, loss_cls: 2.4993, loss: 2.4993, grad_norm: 1.8438 2020-07-19 12:17:50,449 - mmaction - INFO - Epoch [149][860/1253] lr: 1.136e-01, eta: 1 day, 21:10:15, time: 1.062, data_time: 0.004, memory: 9059, top1_acc: 0.4148, top5_acc: 0.6586, loss_cls: 2.6132, loss: 2.6132, grad_norm: 1.8670 2020-07-19 12:18:12,426 - mmaction - INFO - Epoch [149][880/1253] lr: 1.136e-01, eta: 1 day, 21:09:48, time: 1.098, data_time: 0.001, memory: 9059, top1_acc: 0.4182, top5_acc: 0.6740, loss_cls: 2.5608, loss: 2.5608, grad_norm: 1.8099 2020-07-19 12:18:34,021 - mmaction - INFO - Epoch [149][900/1253] lr: 1.136e-01, eta: 1 day, 21:09:21, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.4365, top5_acc: 0.6878, loss_cls: 2.4929, loss: 2.4929, grad_norm: 1.8461 2020-07-19 12:18:55,348 - mmaction - INFO - Epoch [149][920/1253] lr: 1.136e-01, eta: 1 day, 21:08:54, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4232, top5_acc: 0.6643, loss_cls: 2.5896, loss: 2.5896, grad_norm: 1.8546 2020-07-19 12:19:16,723 - mmaction - INFO - Epoch [149][940/1253] lr: 1.136e-01, eta: 1 day, 21:08:26, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.4185, top5_acc: 0.6729, loss_cls: 2.5831, loss: 2.5831, grad_norm: 1.8921 2020-07-19 12:19:37,921 - mmaction - INFO - Epoch [149][960/1253] lr: 1.136e-01, eta: 1 day, 21:07:58, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4375, top5_acc: 0.6771, loss_cls: 2.5340, loss: 2.5340, grad_norm: 1.8473 2020-07-19 12:19:59,101 - mmaction - INFO - Epoch [149][980/1253] lr: 1.136e-01, eta: 1 day, 21:07:31, time: 1.058, data_time: 0.001, memory: 9059, top1_acc: 0.4299, top5_acc: 0.6883, loss_cls: 2.5374, loss: 2.5374, grad_norm: 1.9050 2020-07-19 12:20:20,365 - mmaction - INFO - Epoch [149][1000/1253] lr: 1.136e-01, eta: 1 day, 21:07:03, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4206, top5_acc: 0.6755, loss_cls: 2.5573, loss: 2.5573, grad_norm: 1.8691 2020-07-19 12:20:41,641 - mmaction - INFO - Epoch [149][1020/1253] lr: 1.136e-01, eta: 1 day, 21:06:36, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.4276, top5_acc: 0.6807, loss_cls: 2.5105, loss: 2.5105, grad_norm: 1.8691 2020-07-19 12:21:02,935 - mmaction - INFO - Epoch [149][1040/1253] lr: 1.136e-01, eta: 1 day, 21:06:08, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4281, top5_acc: 0.6786, loss_cls: 2.5144, loss: 2.5144, grad_norm: 1.9168 2020-07-19 12:21:24,189 - mmaction - INFO - Epoch [149][1060/1253] lr: 1.136e-01, eta: 1 day, 21:05:41, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4216, top5_acc: 0.6661, loss_cls: 2.5850, loss: 2.5850, grad_norm: 1.8866 2020-07-19 12:21:45,571 - mmaction - INFO - Epoch [149][1080/1253] lr: 1.136e-01, eta: 1 day, 21:05:13, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.4448, top5_acc: 0.6969, loss_cls: 2.4342, loss: 2.4342, grad_norm: 1.8413 2020-07-19 12:22:06,905 - mmaction - INFO - Epoch [149][1100/1253] lr: 1.136e-01, eta: 1 day, 21:04:46, time: 1.069, data_time: 0.004, memory: 9059, top1_acc: 0.4128, top5_acc: 0.6688, loss_cls: 2.6076, loss: 2.6076, grad_norm: 1.9406 2020-07-19 12:22:28,628 - mmaction - INFO - Epoch [149][1120/1253] lr: 1.136e-01, eta: 1 day, 21:04:19, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.4383, top5_acc: 0.6760, loss_cls: 2.5280, loss: 2.5280, grad_norm: 1.8473 2020-07-19 12:22:49,845 - mmaction - INFO - Epoch [149][1140/1253] lr: 1.136e-01, eta: 1 day, 21:03:51, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4362, top5_acc: 0.6768, loss_cls: 2.5244, loss: 2.5244, grad_norm: 1.8619 2020-07-19 12:23:11,031 - mmaction - INFO - Epoch [149][1160/1253] lr: 1.136e-01, eta: 1 day, 21:03:24, time: 1.059, data_time: 0.001, memory: 9059, top1_acc: 0.4331, top5_acc: 0.6833, loss_cls: 2.5180, loss: 2.5180, grad_norm: 1.8539 2020-07-19 12:23:32,935 - mmaction - INFO - Epoch [149][1180/1253] lr: 1.136e-01, eta: 1 day, 21:02:57, time: 1.093, data_time: 0.002, memory: 9059, top1_acc: 0.4305, top5_acc: 0.6737, loss_cls: 2.5631, loss: 2.5631, grad_norm: 1.8359 2020-07-19 12:23:54,194 - mmaction - INFO - Epoch [149][1200/1253] lr: 1.136e-01, eta: 1 day, 21:02:29, time: 1.065, data_time: 0.004, memory: 9059, top1_acc: 0.4169, top5_acc: 0.6698, loss_cls: 2.5858, loss: 2.5858, grad_norm: 1.8461 2020-07-19 12:24:15,867 - mmaction - INFO - Epoch [149][1220/1253] lr: 1.136e-01, eta: 1 day, 21:02:02, time: 1.083, data_time: 0.003, memory: 9059, top1_acc: 0.4292, top5_acc: 0.6779, loss_cls: 2.5531, loss: 2.5531, grad_norm: 1.9238 2020-07-19 12:24:37,116 - mmaction - INFO - Epoch [149][1240/1253] lr: 1.136e-01, eta: 1 day, 21:01:35, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4352, top5_acc: 0.6664, loss_cls: 2.5453, loss: 2.5453, grad_norm: 1.8411 2020-07-19 12:28:07,654 - mmaction - INFO - Epoch [150][20/1253] lr: 1.118e-01, eta: 1 day, 21:03:48, time: 9.531, data_time: 8.089, memory: 9059, top1_acc: 0.4154, top5_acc: 0.6779, loss_cls: 2.5908, loss: 2.5908, grad_norm: 1.8580 2020-07-19 12:28:29,155 - mmaction - INFO - Epoch [150][40/1253] lr: 1.118e-01, eta: 1 day, 21:03:21, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4266, top5_acc: 0.6763, loss_cls: 2.5310, loss: 2.5310, grad_norm: 1.8213 2020-07-19 12:28:50,840 - mmaction - INFO - Epoch [150][60/1253] lr: 1.118e-01, eta: 1 day, 21:02:54, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.4372, top5_acc: 0.6727, loss_cls: 2.5409, loss: 2.5409, grad_norm: 1.8731 2020-07-19 12:29:12,133 - mmaction - INFO - Epoch [150][80/1253] lr: 1.118e-01, eta: 1 day, 21:02:26, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.4372, top5_acc: 0.6781, loss_cls: 2.5028, loss: 2.5028, grad_norm: 1.8116 2020-07-19 12:29:33,618 - mmaction - INFO - Epoch [150][100/1253] lr: 1.118e-01, eta: 1 day, 21:01:59, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.4339, top5_acc: 0.6714, loss_cls: 2.5503, loss: 2.5503, grad_norm: 1.8260 2020-07-19 12:29:55,084 - mmaction - INFO - Epoch [150][120/1253] lr: 1.118e-01, eta: 1 day, 21:01:31, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.4555, top5_acc: 0.6992, loss_cls: 2.4486, loss: 2.4486, grad_norm: 1.8294 2020-07-19 12:30:17,771 - mmaction - INFO - Epoch [150][140/1253] lr: 1.118e-01, eta: 1 day, 21:01:05, time: 1.134, data_time: 0.002, memory: 9059, top1_acc: 0.4372, top5_acc: 0.6862, loss_cls: 2.5291, loss: 2.5291, grad_norm: 1.9313 2020-07-19 12:30:39,227 - mmaction - INFO - Epoch [150][160/1253] lr: 1.118e-01, eta: 1 day, 21:00:38, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.4250, top5_acc: 0.6768, loss_cls: 2.5567, loss: 2.5567, grad_norm: 1.8701 2020-07-19 12:31:00,367 - mmaction - INFO - Epoch [150][180/1253] lr: 1.118e-01, eta: 1 day, 21:00:10, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.4219, top5_acc: 0.6883, loss_cls: 2.5094, loss: 2.5094, grad_norm: 1.8427 2020-07-19 12:31:21,732 - mmaction - INFO - Epoch [150][200/1253] lr: 1.118e-01, eta: 1 day, 20:59:43, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4398, top5_acc: 0.6878, loss_cls: 2.4615, loss: 2.4615, grad_norm: 1.8922 2020-07-19 12:31:43,627 - mmaction - INFO - Epoch [150][220/1253] lr: 1.118e-01, eta: 1 day, 20:59:16, time: 1.094, data_time: 0.002, memory: 9059, top1_acc: 0.4362, top5_acc: 0.6799, loss_cls: 2.5184, loss: 2.5184, grad_norm: 1.8759 2020-07-19 12:32:05,309 - mmaction - INFO - Epoch [150][240/1253] lr: 1.118e-01, eta: 1 day, 20:58:49, time: 1.084, data_time: 0.002, memory: 9059, top1_acc: 0.4490, top5_acc: 0.6859, loss_cls: 2.4605, loss: 2.4605, grad_norm: 1.8147 2020-07-19 12:32:26,511 - mmaction - INFO - Epoch [150][260/1253] lr: 1.118e-01, eta: 1 day, 20:58:21, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4464, top5_acc: 0.6810, loss_cls: 2.5170, loss: 2.5170, grad_norm: 1.8606 2020-07-19 12:32:47,794 - mmaction - INFO - Epoch [150][280/1253] lr: 1.118e-01, eta: 1 day, 20:57:54, time: 1.065, data_time: 0.005, memory: 9059, top1_acc: 0.4286, top5_acc: 0.6781, loss_cls: 2.5547, loss: 2.5547, grad_norm: 1.8671 2020-07-19 12:33:09,155 - mmaction - INFO - Epoch [150][300/1253] lr: 1.118e-01, eta: 1 day, 20:57:26, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4346, top5_acc: 0.6784, loss_cls: 2.5212, loss: 2.5212, grad_norm: 1.8917 2020-07-19 12:33:30,403 - mmaction - INFO - Epoch [150][320/1253] lr: 1.118e-01, eta: 1 day, 20:56:59, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4294, top5_acc: 0.6919, loss_cls: 2.4967, loss: 2.4967, grad_norm: 1.8825 2020-07-19 12:33:52,015 - mmaction - INFO - Epoch [150][340/1253] lr: 1.118e-01, eta: 1 day, 20:56:32, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.4294, top5_acc: 0.6750, loss_cls: 2.5360, loss: 2.5360, grad_norm: 1.8879 2020-07-19 12:34:13,352 - mmaction - INFO - Epoch [150][360/1253] lr: 1.118e-01, eta: 1 day, 20:56:04, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.4299, top5_acc: 0.6742, loss_cls: 2.5270, loss: 2.5270, grad_norm: 1.8724 2020-07-19 12:34:34,554 - mmaction - INFO - Epoch [150][380/1253] lr: 1.118e-01, eta: 1 day, 20:55:37, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4315, top5_acc: 0.6922, loss_cls: 2.5051, loss: 2.5051, grad_norm: 1.8688 2020-07-19 12:34:55,874 - mmaction - INFO - Epoch [150][400/1253] lr: 1.118e-01, eta: 1 day, 20:55:09, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4273, top5_acc: 0.6719, loss_cls: 2.5558, loss: 2.5558, grad_norm: 1.8488 2020-07-19 12:35:17,321 - mmaction - INFO - Epoch [150][420/1253] lr: 1.118e-01, eta: 1 day, 20:54:42, time: 1.073, data_time: 0.003, memory: 9059, top1_acc: 0.4471, top5_acc: 0.6891, loss_cls: 2.4969, loss: 2.4969, grad_norm: 1.8690 2020-07-19 12:35:39,041 - mmaction - INFO - Epoch [150][440/1253] lr: 1.118e-01, eta: 1 day, 20:54:15, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.4307, top5_acc: 0.6729, loss_cls: 2.5255, loss: 2.5255, grad_norm: 1.8894 2020-07-19 12:36:00,353 - mmaction - INFO - Epoch [150][460/1253] lr: 1.118e-01, eta: 1 day, 20:53:47, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4276, top5_acc: 0.6836, loss_cls: 2.5423, loss: 2.5423, grad_norm: 1.9038 2020-07-19 12:36:21,693 - mmaction - INFO - Epoch [150][480/1253] lr: 1.118e-01, eta: 1 day, 20:53:20, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4323, top5_acc: 0.6719, loss_cls: 2.5874, loss: 2.5874, grad_norm: 1.8504 2020-07-19 12:36:42,931 - mmaction - INFO - Epoch [150][500/1253] lr: 1.118e-01, eta: 1 day, 20:52:52, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4177, top5_acc: 0.6719, loss_cls: 2.5860, loss: 2.5860, grad_norm: 1.8991 2020-07-19 12:37:04,383 - mmaction - INFO - Epoch [150][520/1253] lr: 1.118e-01, eta: 1 day, 20:52:25, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.4216, top5_acc: 0.6680, loss_cls: 2.5685, loss: 2.5685, grad_norm: 1.8510 2020-07-19 12:37:26,032 - mmaction - INFO - Epoch [150][540/1253] lr: 1.118e-01, eta: 1 day, 20:51:58, time: 1.083, data_time: 0.002, memory: 9059, top1_acc: 0.4299, top5_acc: 0.6802, loss_cls: 2.5474, loss: 2.5474, grad_norm: 1.9103 2020-07-19 12:37:47,279 - mmaction - INFO - Epoch [150][560/1253] lr: 1.118e-01, eta: 1 day, 20:51:30, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4250, top5_acc: 0.6810, loss_cls: 2.5388, loss: 2.5388, grad_norm: 1.8991 2020-07-19 12:38:08,665 - mmaction - INFO - Epoch [150][580/1253] lr: 1.118e-01, eta: 1 day, 20:51:03, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4276, top5_acc: 0.6766, loss_cls: 2.5444, loss: 2.5444, grad_norm: 1.8716 2020-07-19 12:38:30,835 - mmaction - INFO - Epoch [150][600/1253] lr: 1.118e-01, eta: 1 day, 20:50:36, time: 1.109, data_time: 0.027, memory: 9059, top1_acc: 0.4299, top5_acc: 0.6802, loss_cls: 2.5345, loss: 2.5345, grad_norm: 1.8672 2020-07-19 12:38:53,112 - mmaction - INFO - Epoch [150][620/1253] lr: 1.118e-01, eta: 1 day, 20:50:10, time: 1.113, data_time: 0.012, memory: 9059, top1_acc: 0.4482, top5_acc: 0.6958, loss_cls: 2.4174, loss: 2.4174, grad_norm: 1.8039 2020-07-19 12:39:14,847 - mmaction - INFO - Epoch [150][640/1253] lr: 1.118e-01, eta: 1 day, 20:49:43, time: 1.088, data_time: 0.010, memory: 9059, top1_acc: 0.4299, top5_acc: 0.6781, loss_cls: 2.5529, loss: 2.5529, grad_norm: 1.9505 2020-07-19 12:39:37,055 - mmaction - INFO - Epoch [150][660/1253] lr: 1.118e-01, eta: 1 day, 20:49:17, time: 1.111, data_time: 0.011, memory: 9059, top1_acc: 0.4297, top5_acc: 0.6789, loss_cls: 2.5281, loss: 2.5281, grad_norm: 1.8581 2020-07-19 12:39:58,424 - mmaction - INFO - Epoch [150][680/1253] lr: 1.118e-01, eta: 1 day, 20:48:49, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4531, top5_acc: 0.6911, loss_cls: 2.4413, loss: 2.4413, grad_norm: 1.8702 2020-07-19 12:40:19,685 - mmaction - INFO - Epoch [150][700/1253] lr: 1.118e-01, eta: 1 day, 20:48:22, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.4409, top5_acc: 0.6927, loss_cls: 2.4680, loss: 2.4680, grad_norm: 1.8827 2020-07-19 12:40:42,019 - mmaction - INFO - Epoch [150][720/1253] lr: 1.118e-01, eta: 1 day, 20:47:55, time: 1.116, data_time: 0.014, memory: 9059, top1_acc: 0.4346, top5_acc: 0.6820, loss_cls: 2.5288, loss: 2.5288, grad_norm: 1.8928 2020-07-19 12:41:04,894 - mmaction - INFO - Epoch [150][740/1253] lr: 1.118e-01, eta: 1 day, 20:47:30, time: 1.144, data_time: 0.018, memory: 9059, top1_acc: 0.4357, top5_acc: 0.6818, loss_cls: 2.5081, loss: 2.5081, grad_norm: 1.9024 2020-07-19 12:41:26,679 - mmaction - INFO - Epoch [150][760/1253] lr: 1.118e-01, eta: 1 day, 20:47:03, time: 1.089, data_time: 0.009, memory: 9059, top1_acc: 0.4260, top5_acc: 0.6766, loss_cls: 2.5417, loss: 2.5417, grad_norm: 1.9258 2020-07-19 12:41:48,200 - mmaction - INFO - Epoch [150][780/1253] lr: 1.118e-01, eta: 1 day, 20:46:36, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.4333, top5_acc: 0.6792, loss_cls: 2.4943, loss: 2.4943, grad_norm: 1.8492 2020-07-19 12:42:09,462 - mmaction - INFO - Epoch [150][800/1253] lr: 1.118e-01, eta: 1 day, 20:46:08, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.4333, top5_acc: 0.6695, loss_cls: 2.5438, loss: 2.5438, grad_norm: 1.9112 2020-07-19 12:42:30,854 - mmaction - INFO - Epoch [150][820/1253] lr: 1.118e-01, eta: 1 day, 20:45:41, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4331, top5_acc: 0.6810, loss_cls: 2.5229, loss: 2.5229, grad_norm: 1.8664 2020-07-19 12:42:52,110 - mmaction - INFO - Epoch [150][840/1253] lr: 1.118e-01, eta: 1 day, 20:45:13, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.4339, top5_acc: 0.6750, loss_cls: 2.5138, loss: 2.5138, grad_norm: 1.8672 2020-07-19 12:43:13,356 - mmaction - INFO - Epoch [150][860/1253] lr: 1.118e-01, eta: 1 day, 20:44:46, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.4094, top5_acc: 0.6760, loss_cls: 2.5728, loss: 2.5728, grad_norm: 1.8884 2020-07-19 12:43:34,592 - mmaction - INFO - Epoch [150][880/1253] lr: 1.118e-01, eta: 1 day, 20:44:18, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4443, top5_acc: 0.6849, loss_cls: 2.4916, loss: 2.4916, grad_norm: 1.8367 2020-07-19 12:43:56,875 - mmaction - INFO - Epoch [150][900/1253] lr: 1.118e-01, eta: 1 day, 20:43:52, time: 1.113, data_time: 0.002, memory: 9059, top1_acc: 0.4240, top5_acc: 0.6823, loss_cls: 2.5360, loss: 2.5360, grad_norm: 1.9113 2020-07-19 12:44:18,146 - mmaction - INFO - Epoch [150][920/1253] lr: 1.118e-01, eta: 1 day, 20:43:24, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.4263, top5_acc: 0.6779, loss_cls: 2.5814, loss: 2.5814, grad_norm: 1.9102 2020-07-19 12:44:39,408 - mmaction - INFO - Epoch [150][940/1253] lr: 1.118e-01, eta: 1 day, 20:42:57, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4419, top5_acc: 0.6966, loss_cls: 2.4642, loss: 2.4642, grad_norm: 1.8489 2020-07-19 12:45:00,543 - mmaction - INFO - Epoch [150][960/1253] lr: 1.118e-01, eta: 1 day, 20:42:29, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.4219, top5_acc: 0.6724, loss_cls: 2.5621, loss: 2.5621, grad_norm: 1.8823 2020-07-19 12:45:21,778 - mmaction - INFO - Epoch [150][980/1253] lr: 1.118e-01, eta: 1 day, 20:42:02, time: 1.061, data_time: 0.001, memory: 9059, top1_acc: 0.4331, top5_acc: 0.6747, loss_cls: 2.5223, loss: 2.5223, grad_norm: 1.7990 2020-07-19 12:45:42,963 - mmaction - INFO - Epoch [150][1000/1253] lr: 1.118e-01, eta: 1 day, 20:41:34, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4396, top5_acc: 0.6818, loss_cls: 2.5347, loss: 2.5347, grad_norm: 1.8971 2020-07-19 12:46:04,487 - mmaction - INFO - Epoch [150][1020/1253] lr: 1.118e-01, eta: 1 day, 20:41:07, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.4367, top5_acc: 0.6932, loss_cls: 2.4712, loss: 2.4712, grad_norm: 1.8458 2020-07-19 12:46:25,689 - mmaction - INFO - Epoch [150][1040/1253] lr: 1.118e-01, eta: 1 day, 20:40:39, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.4276, top5_acc: 0.6690, loss_cls: 2.5780, loss: 2.5780, grad_norm: 1.9111 2020-07-19 12:46:47,082 - mmaction - INFO - Epoch [150][1060/1253] lr: 1.118e-01, eta: 1 day, 20:40:12, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4227, top5_acc: 0.6745, loss_cls: 2.5507, loss: 2.5507, grad_norm: 1.8833 2020-07-19 12:47:08,728 - mmaction - INFO - Epoch [150][1080/1253] lr: 1.118e-01, eta: 1 day, 20:39:45, time: 1.083, data_time: 0.002, memory: 9059, top1_acc: 0.4151, top5_acc: 0.6622, loss_cls: 2.5817, loss: 2.5817, grad_norm: 1.8616 2020-07-19 12:47:29,945 - mmaction - INFO - Epoch [150][1100/1253] lr: 1.118e-01, eta: 1 day, 20:39:17, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4294, top5_acc: 0.6880, loss_cls: 2.5288, loss: 2.5288, grad_norm: 1.8378 2020-07-19 12:47:51,064 - mmaction - INFO - Epoch [150][1120/1253] lr: 1.118e-01, eta: 1 day, 20:38:50, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.4242, top5_acc: 0.6695, loss_cls: 2.5549, loss: 2.5549, grad_norm: 1.9006 2020-07-19 12:48:12,933 - mmaction - INFO - Epoch [150][1140/1253] lr: 1.118e-01, eta: 1 day, 20:38:23, time: 1.093, data_time: 0.002, memory: 9059, top1_acc: 0.4328, top5_acc: 0.6776, loss_cls: 2.5301, loss: 2.5301, grad_norm: 1.8565 2020-07-19 12:48:34,172 - mmaction - INFO - Epoch [150][1160/1253] lr: 1.118e-01, eta: 1 day, 20:37:56, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4201, top5_acc: 0.6781, loss_cls: 2.5366, loss: 2.5366, grad_norm: 1.8763 2020-07-19 12:48:55,488 - mmaction - INFO - Epoch [150][1180/1253] lr: 1.118e-01, eta: 1 day, 20:37:28, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4352, top5_acc: 0.6794, loss_cls: 2.5298, loss: 2.5298, grad_norm: 1.8992 2020-07-19 12:49:16,744 - mmaction - INFO - Epoch [150][1200/1253] lr: 1.118e-01, eta: 1 day, 20:37:01, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4318, top5_acc: 0.6776, loss_cls: 2.5100, loss: 2.5100, grad_norm: 1.8996 2020-07-19 12:49:38,260 - mmaction - INFO - Epoch [150][1220/1253] lr: 1.118e-01, eta: 1 day, 20:36:33, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.4276, top5_acc: 0.6776, loss_cls: 2.5367, loss: 2.5367, grad_norm: 1.9048 2020-07-19 12:49:59,767 - mmaction - INFO - Epoch [150][1240/1253] lr: 1.118e-01, eta: 1 day, 20:36:06, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4302, top5_acc: 0.6719, loss_cls: 2.5282, loss: 2.5282, grad_norm: 1.8578 2020-07-19 12:53:24,416 - mmaction - INFO - Epoch [151][20/1253] lr: 1.100e-01, eta: 1 day, 20:38:11, time: 9.283, data_time: 7.305, memory: 9059, top1_acc: 0.4526, top5_acc: 0.6883, loss_cls: 2.4646, loss: 2.4646, grad_norm: 1.8552 2020-07-19 12:53:45,768 - mmaction - INFO - Epoch [151][40/1253] lr: 1.100e-01, eta: 1 day, 20:37:43, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.4432, top5_acc: 0.6831, loss_cls: 2.4866, loss: 2.4866, grad_norm: 1.8582 2020-07-19 12:54:07,473 - mmaction - INFO - Epoch [151][60/1253] lr: 1.100e-01, eta: 1 day, 20:37:16, time: 1.085, data_time: 0.003, memory: 9059, top1_acc: 0.4341, top5_acc: 0.6776, loss_cls: 2.5234, loss: 2.5234, grad_norm: 1.8726 2020-07-19 12:54:28,720 - mmaction - INFO - Epoch [151][80/1253] lr: 1.100e-01, eta: 1 day, 20:36:49, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4495, top5_acc: 0.7003, loss_cls: 2.4384, loss: 2.4384, grad_norm: 1.8437 2020-07-19 12:54:50,894 - mmaction - INFO - Epoch [151][100/1253] lr: 1.100e-01, eta: 1 day, 20:36:22, time: 1.109, data_time: 0.002, memory: 9059, top1_acc: 0.4435, top5_acc: 0.6878, loss_cls: 2.4659, loss: 2.4659, grad_norm: 1.8658 2020-07-19 12:55:12,289 - mmaction - INFO - Epoch [151][120/1253] lr: 1.100e-01, eta: 1 day, 20:35:55, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4352, top5_acc: 0.6891, loss_cls: 2.4690, loss: 2.4690, grad_norm: 1.9017 2020-07-19 12:55:33,640 - mmaction - INFO - Epoch [151][140/1253] lr: 1.100e-01, eta: 1 day, 20:35:27, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4398, top5_acc: 0.6862, loss_cls: 2.5047, loss: 2.5047, grad_norm: 1.9142 2020-07-19 12:55:55,003 - mmaction - INFO - Epoch [151][160/1253] lr: 1.100e-01, eta: 1 day, 20:35:00, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4323, top5_acc: 0.6948, loss_cls: 2.4851, loss: 2.4851, grad_norm: 1.8602 2020-07-19 12:56:16,611 - mmaction - INFO - Epoch [151][180/1253] lr: 1.100e-01, eta: 1 day, 20:34:33, time: 1.082, data_time: 0.003, memory: 9059, top1_acc: 0.4354, top5_acc: 0.6823, loss_cls: 2.5106, loss: 2.5106, grad_norm: 1.8779 2020-07-19 12:56:37,926 - mmaction - INFO - Epoch [151][200/1253] lr: 1.100e-01, eta: 1 day, 20:34:06, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4326, top5_acc: 0.6891, loss_cls: 2.4826, loss: 2.4826, grad_norm: 1.8635 2020-07-19 12:56:59,237 - mmaction - INFO - Epoch [151][220/1253] lr: 1.100e-01, eta: 1 day, 20:33:38, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4263, top5_acc: 0.6794, loss_cls: 2.5294, loss: 2.5294, grad_norm: 1.9085 2020-07-19 12:57:20,685 - mmaction - INFO - Epoch [151][240/1253] lr: 1.100e-01, eta: 1 day, 20:33:11, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4341, top5_acc: 0.6758, loss_cls: 2.5369, loss: 2.5369, grad_norm: 1.9033 2020-07-19 12:57:42,631 - mmaction - INFO - Epoch [151][260/1253] lr: 1.100e-01, eta: 1 day, 20:32:44, time: 1.097, data_time: 0.002, memory: 9059, top1_acc: 0.4372, top5_acc: 0.6896, loss_cls: 2.4684, loss: 2.4684, grad_norm: 1.8930 2020-07-19 12:58:04,192 - mmaction - INFO - Epoch [151][280/1253] lr: 1.100e-01, eta: 1 day, 20:32:17, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.4227, top5_acc: 0.6784, loss_cls: 2.5331, loss: 2.5331, grad_norm: 1.9429 2020-07-19 12:58:25,456 - mmaction - INFO - Epoch [151][300/1253] lr: 1.100e-01, eta: 1 day, 20:31:49, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4354, top5_acc: 0.6789, loss_cls: 2.5501, loss: 2.5501, grad_norm: 1.8663 2020-07-19 12:58:46,915 - mmaction - INFO - Epoch [151][320/1253] lr: 1.100e-01, eta: 1 day, 20:31:22, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.4419, top5_acc: 0.6810, loss_cls: 2.4927, loss: 2.4927, grad_norm: 1.9120 2020-07-19 12:59:08,324 - mmaction - INFO - Epoch [151][340/1253] lr: 1.100e-01, eta: 1 day, 20:30:55, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4378, top5_acc: 0.6979, loss_cls: 2.4762, loss: 2.4762, grad_norm: 1.9247 2020-07-19 12:59:29,531 - mmaction - INFO - Epoch [151][360/1253] lr: 1.100e-01, eta: 1 day, 20:30:27, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4245, top5_acc: 0.6849, loss_cls: 2.5247, loss: 2.5247, grad_norm: 1.9321 2020-07-19 12:59:50,883 - mmaction - INFO - Epoch [151][380/1253] lr: 1.100e-01, eta: 1 day, 20:30:00, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4490, top5_acc: 0.6846, loss_cls: 2.4855, loss: 2.4855, grad_norm: 1.9048 2020-07-19 13:00:24,024 - mmaction - INFO - Epoch [151][400/1253] lr: 1.100e-01, eta: 1 day, 20:29:46, time: 1.650, data_time: 0.003, memory: 9059, top1_acc: 0.4401, top5_acc: 0.6930, loss_cls: 2.4927, loss: 2.4927, grad_norm: 1.8854 2020-07-19 13:00:45,576 - mmaction - INFO - Epoch [151][420/1253] lr: 1.100e-01, eta: 1 day, 20:29:19, time: 1.085, data_time: 0.013, memory: 9059, top1_acc: 0.4341, top5_acc: 0.6833, loss_cls: 2.4872, loss: 2.4872, grad_norm: 1.8764 2020-07-19 13:01:06,790 - mmaction - INFO - Epoch [151][440/1253] lr: 1.100e-01, eta: 1 day, 20:28:51, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4302, top5_acc: 0.6807, loss_cls: 2.5403, loss: 2.5403, grad_norm: 1.9006 2020-07-19 13:01:28,191 - mmaction - INFO - Epoch [151][460/1253] lr: 1.100e-01, eta: 1 day, 20:28:24, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4315, top5_acc: 0.6797, loss_cls: 2.5416, loss: 2.5416, grad_norm: 1.8948 2020-07-19 13:01:49,523 - mmaction - INFO - Epoch [151][480/1253] lr: 1.100e-01, eta: 1 day, 20:27:56, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.4393, top5_acc: 0.6971, loss_cls: 2.4736, loss: 2.4736, grad_norm: 1.8937 2020-07-19 13:02:11,266 - mmaction - INFO - Epoch [151][500/1253] lr: 1.100e-01, eta: 1 day, 20:27:29, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.4229, top5_acc: 0.6844, loss_cls: 2.4927, loss: 2.4927, grad_norm: 1.9224 2020-07-19 13:02:32,628 - mmaction - INFO - Epoch [151][520/1253] lr: 1.100e-01, eta: 1 day, 20:27:02, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.4357, top5_acc: 0.6820, loss_cls: 2.5070, loss: 2.5070, grad_norm: 1.8884 2020-07-19 13:02:53,934 - mmaction - INFO - Epoch [151][540/1253] lr: 1.100e-01, eta: 1 day, 20:26:35, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4271, top5_acc: 0.6737, loss_cls: 2.5654, loss: 2.5654, grad_norm: 1.9090 2020-07-19 13:03:15,169 - mmaction - INFO - Epoch [151][560/1253] lr: 1.100e-01, eta: 1 day, 20:26:07, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4370, top5_acc: 0.6813, loss_cls: 2.5069, loss: 2.5069, grad_norm: 1.9196 2020-07-19 13:03:36,462 - mmaction - INFO - Epoch [151][580/1253] lr: 1.100e-01, eta: 1 day, 20:25:40, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4365, top5_acc: 0.6719, loss_cls: 2.5353, loss: 2.5353, grad_norm: 1.9356 2020-07-19 13:03:57,728 - mmaction - INFO - Epoch [151][600/1253] lr: 1.100e-01, eta: 1 day, 20:25:12, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4430, top5_acc: 0.6893, loss_cls: 2.4819, loss: 2.4819, grad_norm: 1.8947 2020-07-19 13:04:19,379 - mmaction - INFO - Epoch [151][620/1253] lr: 1.100e-01, eta: 1 day, 20:24:45, time: 1.082, data_time: 0.002, memory: 9059, top1_acc: 0.4471, top5_acc: 0.6872, loss_cls: 2.4572, loss: 2.4572, grad_norm: 1.8747 2020-07-19 13:04:40,920 - mmaction - INFO - Epoch [151][640/1253] lr: 1.100e-01, eta: 1 day, 20:24:18, time: 1.077, data_time: 0.003, memory: 9059, top1_acc: 0.4305, top5_acc: 0.6854, loss_cls: 2.5066, loss: 2.5066, grad_norm: 1.8865 2020-07-19 13:05:02,181 - mmaction - INFO - Epoch [151][660/1253] lr: 1.100e-01, eta: 1 day, 20:23:51, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4276, top5_acc: 0.6779, loss_cls: 2.5174, loss: 2.5174, grad_norm: 1.9015 2020-07-19 13:05:23,711 - mmaction - INFO - Epoch [151][680/1253] lr: 1.100e-01, eta: 1 day, 20:23:24, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.4294, top5_acc: 0.6807, loss_cls: 2.5342, loss: 2.5342, grad_norm: 1.9074 2020-07-19 13:05:45,051 - mmaction - INFO - Epoch [151][700/1253] lr: 1.100e-01, eta: 1 day, 20:22:56, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4484, top5_acc: 0.6885, loss_cls: 2.4784, loss: 2.4784, grad_norm: 1.8989 2020-07-19 13:06:06,298 - mmaction - INFO - Epoch [151][720/1253] lr: 1.100e-01, eta: 1 day, 20:22:29, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4188, top5_acc: 0.6654, loss_cls: 2.5700, loss: 2.5700, grad_norm: 1.9391 2020-07-19 13:06:28,145 - mmaction - INFO - Epoch [151][740/1253] lr: 1.100e-01, eta: 1 day, 20:22:02, time: 1.091, data_time: 0.001, memory: 9059, top1_acc: 0.4271, top5_acc: 0.6823, loss_cls: 2.5511, loss: 2.5511, grad_norm: 1.8730 2020-07-19 13:06:50,118 - mmaction - INFO - Epoch [151][760/1253] lr: 1.100e-01, eta: 1 day, 20:21:35, time: 1.099, data_time: 0.002, memory: 9059, top1_acc: 0.4323, top5_acc: 0.6823, loss_cls: 2.5123, loss: 2.5123, grad_norm: 1.8855 2020-07-19 13:07:11,396 - mmaction - INFO - Epoch [151][780/1253] lr: 1.100e-01, eta: 1 day, 20:21:08, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4393, top5_acc: 0.6766, loss_cls: 2.5243, loss: 2.5243, grad_norm: 1.8079 2020-07-19 13:07:32,924 - mmaction - INFO - Epoch [151][800/1253] lr: 1.100e-01, eta: 1 day, 20:20:41, time: 1.075, data_time: 0.004, memory: 9059, top1_acc: 0.4271, top5_acc: 0.6721, loss_cls: 2.5551, loss: 2.5551, grad_norm: 1.8871 2020-07-19 13:07:54,288 - mmaction - INFO - Epoch [151][820/1253] lr: 1.100e-01, eta: 1 day, 20:20:13, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.4161, top5_acc: 0.6695, loss_cls: 2.5882, loss: 2.5882, grad_norm: 1.8467 2020-07-19 13:08:15,594 - mmaction - INFO - Epoch [151][840/1253] lr: 1.100e-01, eta: 1 day, 20:19:46, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.4253, top5_acc: 0.6826, loss_cls: 2.5548, loss: 2.5548, grad_norm: 1.9020 2020-07-19 13:08:36,936 - mmaction - INFO - Epoch [151][860/1253] lr: 1.100e-01, eta: 1 day, 20:19:19, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4305, top5_acc: 0.6779, loss_cls: 2.5476, loss: 2.5476, grad_norm: 1.8953 2020-07-19 13:08:58,414 - mmaction - INFO - Epoch [151][880/1253] lr: 1.100e-01, eta: 1 day, 20:18:51, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.4419, top5_acc: 0.6849, loss_cls: 2.4978, loss: 2.4978, grad_norm: 1.9406 2020-07-19 13:09:19,716 - mmaction - INFO - Epoch [151][900/1253] lr: 1.100e-01, eta: 1 day, 20:18:24, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4315, top5_acc: 0.6786, loss_cls: 2.5616, loss: 2.5616, grad_norm: 1.9518 2020-07-19 13:09:41,074 - mmaction - INFO - Epoch [151][920/1253] lr: 1.100e-01, eta: 1 day, 20:17:57, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4237, top5_acc: 0.6690, loss_cls: 2.5717, loss: 2.5717, grad_norm: 1.8991 2020-07-19 13:10:02,938 - mmaction - INFO - Epoch [151][940/1253] lr: 1.100e-01, eta: 1 day, 20:17:30, time: 1.093, data_time: 0.002, memory: 9059, top1_acc: 0.4328, top5_acc: 0.6815, loss_cls: 2.5184, loss: 2.5184, grad_norm: 1.8740 2020-07-19 13:10:24,300 - mmaction - INFO - Epoch [151][960/1253] lr: 1.100e-01, eta: 1 day, 20:17:03, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4333, top5_acc: 0.6849, loss_cls: 2.5120, loss: 2.5120, grad_norm: 1.9223 2020-07-19 13:10:45,897 - mmaction - INFO - Epoch [151][980/1253] lr: 1.100e-01, eta: 1 day, 20:16:36, time: 1.079, data_time: 0.001, memory: 9059, top1_acc: 0.4432, top5_acc: 0.6779, loss_cls: 2.4820, loss: 2.4820, grad_norm: 1.8593 2020-07-19 13:11:07,236 - mmaction - INFO - Epoch [151][1000/1253] lr: 1.100e-01, eta: 1 day, 20:16:08, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4276, top5_acc: 0.6760, loss_cls: 2.5113, loss: 2.5113, grad_norm: 1.8484 2020-07-19 13:11:29,387 - mmaction - INFO - Epoch [151][1020/1253] lr: 1.100e-01, eta: 1 day, 20:15:42, time: 1.108, data_time: 0.003, memory: 9059, top1_acc: 0.4169, top5_acc: 0.6599, loss_cls: 2.6277, loss: 2.6277, grad_norm: 1.9678 2020-07-19 13:11:50,971 - mmaction - INFO - Epoch [151][1040/1253] lr: 1.100e-01, eta: 1 day, 20:15:15, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.4315, top5_acc: 0.6854, loss_cls: 2.5129, loss: 2.5129, grad_norm: 1.8669 2020-07-19 13:12:12,450 - mmaction - INFO - Epoch [151][1060/1253] lr: 1.100e-01, eta: 1 day, 20:14:48, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.4474, top5_acc: 0.6831, loss_cls: 2.4817, loss: 2.4817, grad_norm: 1.8478 2020-07-19 13:12:33,900 - mmaction - INFO - Epoch [151][1080/1253] lr: 1.100e-01, eta: 1 day, 20:14:20, time: 1.073, data_time: 0.003, memory: 9059, top1_acc: 0.4302, top5_acc: 0.6719, loss_cls: 2.5433, loss: 2.5433, grad_norm: 1.8746 2020-07-19 13:12:55,134 - mmaction - INFO - Epoch [151][1100/1253] lr: 1.100e-01, eta: 1 day, 20:13:53, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4297, top5_acc: 0.6815, loss_cls: 2.5228, loss: 2.5228, grad_norm: 1.8862 2020-07-19 13:13:16,384 - mmaction - INFO - Epoch [151][1120/1253] lr: 1.100e-01, eta: 1 day, 20:13:26, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4443, top5_acc: 0.6716, loss_cls: 2.5330, loss: 2.5330, grad_norm: 1.8495 2020-07-19 13:13:37,873 - mmaction - INFO - Epoch [151][1140/1253] lr: 1.100e-01, eta: 1 day, 20:12:58, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.4271, top5_acc: 0.6797, loss_cls: 2.5487, loss: 2.5487, grad_norm: 1.8853 2020-07-19 13:13:59,195 - mmaction - INFO - Epoch [151][1160/1253] lr: 1.100e-01, eta: 1 day, 20:12:31, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.4161, top5_acc: 0.6635, loss_cls: 2.6009, loss: 2.6009, grad_norm: 1.9144 2020-07-19 13:14:20,488 - mmaction - INFO - Epoch [151][1180/1253] lr: 1.100e-01, eta: 1 day, 20:12:04, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4263, top5_acc: 0.6839, loss_cls: 2.5512, loss: 2.5512, grad_norm: 1.8863 2020-07-19 13:14:41,979 - mmaction - INFO - Epoch [151][1200/1253] lr: 1.100e-01, eta: 1 day, 20:11:37, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4333, top5_acc: 0.6797, loss_cls: 2.5052, loss: 2.5052, grad_norm: 1.8615 2020-07-19 13:15:03,832 - mmaction - INFO - Epoch [151][1220/1253] lr: 1.100e-01, eta: 1 day, 20:11:10, time: 1.093, data_time: 0.002, memory: 9059, top1_acc: 0.4354, top5_acc: 0.6839, loss_cls: 2.5008, loss: 2.5008, grad_norm: 1.9569 2020-07-19 13:15:25,375 - mmaction - INFO - Epoch [151][1240/1253] lr: 1.100e-01, eta: 1 day, 20:10:43, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.4247, top5_acc: 0.6734, loss_cls: 2.5511, loss: 2.5511, grad_norm: 1.9048 2020-07-19 13:18:55,427 - mmaction - INFO - Epoch [152][20/1253] lr: 1.082e-01, eta: 1 day, 20:12:48, time: 9.452, data_time: 7.963, memory: 9059, top1_acc: 0.4359, top5_acc: 0.6969, loss_cls: 2.4559, loss: 2.4559, grad_norm: 1.8724 2020-07-19 13:19:16,681 - mmaction - INFO - Epoch [152][40/1253] lr: 1.082e-01, eta: 1 day, 20:12:20, time: 1.067, data_time: 0.006, memory: 9059, top1_acc: 0.4260, top5_acc: 0.6839, loss_cls: 2.5180, loss: 2.5180, grad_norm: 1.9236 2020-07-19 13:19:37,998 - mmaction - INFO - Epoch [152][60/1253] lr: 1.082e-01, eta: 1 day, 20:11:53, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4349, top5_acc: 0.6826, loss_cls: 2.5138, loss: 2.5138, grad_norm: 1.8838 2020-07-19 13:19:59,534 - mmaction - INFO - Epoch [152][80/1253] lr: 1.082e-01, eta: 1 day, 20:11:26, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.4237, top5_acc: 0.6742, loss_cls: 2.5335, loss: 2.5335, grad_norm: 1.8559 2020-07-19 13:20:21,042 - mmaction - INFO - Epoch [152][100/1253] lr: 1.082e-01, eta: 1 day, 20:10:58, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.4414, top5_acc: 0.6844, loss_cls: 2.5003, loss: 2.5003, grad_norm: 1.8403 2020-07-19 13:20:42,393 - mmaction - INFO - Epoch [152][120/1253] lr: 1.082e-01, eta: 1 day, 20:10:31, time: 1.072, data_time: 0.006, memory: 9059, top1_acc: 0.4458, top5_acc: 0.6904, loss_cls: 2.4887, loss: 2.4887, grad_norm: 1.8815 2020-07-19 13:21:03,810 - mmaction - INFO - Epoch [152][140/1253] lr: 1.082e-01, eta: 1 day, 20:10:04, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4448, top5_acc: 0.6807, loss_cls: 2.4912, loss: 2.4912, grad_norm: 1.8932 2020-07-19 13:21:25,229 - mmaction - INFO - Epoch [152][160/1253] lr: 1.082e-01, eta: 1 day, 20:09:37, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4456, top5_acc: 0.6844, loss_cls: 2.4479, loss: 2.4479, grad_norm: 1.8840 2020-07-19 13:21:46,709 - mmaction - INFO - Epoch [152][180/1253] lr: 1.082e-01, eta: 1 day, 20:09:10, time: 1.076, data_time: 0.003, memory: 9059, top1_acc: 0.4443, top5_acc: 0.6807, loss_cls: 2.5405, loss: 2.5405, grad_norm: 1.9242 2020-07-19 13:22:08,211 - mmaction - INFO - Epoch [152][200/1253] lr: 1.082e-01, eta: 1 day, 20:08:42, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4380, top5_acc: 0.7036, loss_cls: 2.4319, loss: 2.4319, grad_norm: 1.8822 2020-07-19 13:22:29,383 - mmaction - INFO - Epoch [152][220/1253] lr: 1.082e-01, eta: 1 day, 20:08:15, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4359, top5_acc: 0.6945, loss_cls: 2.4610, loss: 2.4610, grad_norm: 1.9032 2020-07-19 13:22:50,587 - mmaction - INFO - Epoch [152][240/1253] lr: 1.082e-01, eta: 1 day, 20:07:47, time: 1.060, data_time: 0.004, memory: 9059, top1_acc: 0.4388, top5_acc: 0.6872, loss_cls: 2.4850, loss: 2.4850, grad_norm: 1.8824 2020-07-19 13:23:11,762 - mmaction - INFO - Epoch [152][260/1253] lr: 1.082e-01, eta: 1 day, 20:07:20, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4302, top5_acc: 0.6820, loss_cls: 2.5217, loss: 2.5217, grad_norm: 1.8907 2020-07-19 13:23:33,107 - mmaction - INFO - Epoch [152][280/1253] lr: 1.082e-01, eta: 1 day, 20:06:52, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4198, top5_acc: 0.6680, loss_cls: 2.5586, loss: 2.5586, grad_norm: 1.8867 2020-07-19 13:23:55,840 - mmaction - INFO - Epoch [152][300/1253] lr: 1.082e-01, eta: 1 day, 20:06:27, time: 1.137, data_time: 0.002, memory: 9059, top1_acc: 0.4344, top5_acc: 0.6750, loss_cls: 2.5203, loss: 2.5203, grad_norm: 1.9018 2020-07-19 13:24:17,206 - mmaction - INFO - Epoch [152][320/1253] lr: 1.082e-01, eta: 1 day, 20:05:59, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4503, top5_acc: 0.6875, loss_cls: 2.4708, loss: 2.4708, grad_norm: 1.8630 2020-07-19 13:24:38,661 - mmaction - INFO - Epoch [152][340/1253] lr: 1.082e-01, eta: 1 day, 20:05:32, time: 1.074, data_time: 0.003, memory: 9059, top1_acc: 0.4451, top5_acc: 0.6742, loss_cls: 2.5088, loss: 2.5088, grad_norm: 1.8706 2020-07-19 13:24:59,763 - mmaction - INFO - Epoch [152][360/1253] lr: 1.082e-01, eta: 1 day, 20:05:05, time: 1.055, data_time: 0.002, memory: 9059, top1_acc: 0.4445, top5_acc: 0.6898, loss_cls: 2.4784, loss: 2.4784, grad_norm: 1.8798 2020-07-19 13:25:21,057 - mmaction - INFO - Epoch [152][380/1253] lr: 1.082e-01, eta: 1 day, 20:04:37, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.4352, top5_acc: 0.6852, loss_cls: 2.5080, loss: 2.5080, grad_norm: 1.8628 2020-07-19 13:25:43,644 - mmaction - INFO - Epoch [152][400/1253] lr: 1.082e-01, eta: 1 day, 20:04:11, time: 1.129, data_time: 0.004, memory: 9059, top1_acc: 0.4250, top5_acc: 0.6815, loss_cls: 2.5335, loss: 2.5335, grad_norm: 1.8937 2020-07-19 13:26:05,196 - mmaction - INFO - Epoch [152][420/1253] lr: 1.082e-01, eta: 1 day, 20:03:44, time: 1.079, data_time: 0.003, memory: 9059, top1_acc: 0.4427, top5_acc: 0.6773, loss_cls: 2.5188, loss: 2.5188, grad_norm: 1.8828 2020-07-19 13:26:26,633 - mmaction - INFO - Epoch [152][440/1253] lr: 1.082e-01, eta: 1 day, 20:03:17, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4401, top5_acc: 0.6911, loss_cls: 2.4575, loss: 2.4575, grad_norm: 1.9022 2020-07-19 13:26:47,992 - mmaction - INFO - Epoch [152][460/1253] lr: 1.082e-01, eta: 1 day, 20:02:50, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4552, top5_acc: 0.6883, loss_cls: 2.4567, loss: 2.4567, grad_norm: 1.8748 2020-07-19 13:27:09,224 - mmaction - INFO - Epoch [152][480/1253] lr: 1.082e-01, eta: 1 day, 20:02:22, time: 1.061, data_time: 0.003, memory: 9059, top1_acc: 0.4479, top5_acc: 0.6932, loss_cls: 2.4596, loss: 2.4596, grad_norm: 1.9095 2020-07-19 13:27:30,431 - mmaction - INFO - Epoch [152][500/1253] lr: 1.082e-01, eta: 1 day, 20:01:55, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.4417, top5_acc: 0.6948, loss_cls: 2.4952, loss: 2.4952, grad_norm: 1.9439 2020-07-19 13:27:51,706 - mmaction - INFO - Epoch [152][520/1253] lr: 1.082e-01, eta: 1 day, 20:01:27, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4305, top5_acc: 0.6706, loss_cls: 2.5736, loss: 2.5736, grad_norm: 1.8718 2020-07-19 13:28:13,070 - mmaction - INFO - Epoch [152][540/1253] lr: 1.082e-01, eta: 1 day, 20:01:00, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4250, top5_acc: 0.6747, loss_cls: 2.5507, loss: 2.5507, grad_norm: 1.8672 2020-07-19 13:28:34,224 - mmaction - INFO - Epoch [152][560/1253] lr: 1.082e-01, eta: 1 day, 20:00:33, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.4375, top5_acc: 0.6763, loss_cls: 2.4968, loss: 2.4968, grad_norm: 1.8772 2020-07-19 13:28:56,247 - mmaction - INFO - Epoch [152][580/1253] lr: 1.082e-01, eta: 1 day, 20:00:06, time: 1.100, data_time: 0.017, memory: 9059, top1_acc: 0.4323, top5_acc: 0.6740, loss_cls: 2.5538, loss: 2.5538, grad_norm: 1.9191 2020-07-19 13:29:18,230 - mmaction - INFO - Epoch [152][600/1253] lr: 1.082e-01, eta: 1 day, 19:59:39, time: 1.099, data_time: 0.002, memory: 9059, top1_acc: 0.4336, top5_acc: 0.6760, loss_cls: 2.5590, loss: 2.5590, grad_norm: 1.8816 2020-07-19 13:29:39,511 - mmaction - INFO - Epoch [152][620/1253] lr: 1.082e-01, eta: 1 day, 19:59:12, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4443, top5_acc: 0.6781, loss_cls: 2.5016, loss: 2.5016, grad_norm: 1.8419 2020-07-19 13:30:01,567 - mmaction - INFO - Epoch [152][640/1253] lr: 1.082e-01, eta: 1 day, 19:58:46, time: 1.102, data_time: 0.005, memory: 9059, top1_acc: 0.4445, top5_acc: 0.6919, loss_cls: 2.4516, loss: 2.4516, grad_norm: 1.8886 2020-07-19 13:30:23,756 - mmaction - INFO - Epoch [152][660/1253] lr: 1.082e-01, eta: 1 day, 19:58:19, time: 1.109, data_time: 0.002, memory: 9059, top1_acc: 0.4260, top5_acc: 0.6833, loss_cls: 2.5045, loss: 2.5045, grad_norm: 1.9077 2020-07-19 13:30:45,691 - mmaction - INFO - Epoch [152][680/1253] lr: 1.082e-01, eta: 1 day, 19:57:53, time: 1.096, data_time: 0.002, memory: 9059, top1_acc: 0.4234, top5_acc: 0.6716, loss_cls: 2.5658, loss: 2.5658, grad_norm: 1.9314 2020-07-19 13:31:07,227 - mmaction - INFO - Epoch [152][700/1253] lr: 1.082e-01, eta: 1 day, 19:57:25, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.4336, top5_acc: 0.6833, loss_cls: 2.5263, loss: 2.5263, grad_norm: 1.8782 2020-07-19 13:31:28,651 - mmaction - INFO - Epoch [152][720/1253] lr: 1.082e-01, eta: 1 day, 19:56:58, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4409, top5_acc: 0.6857, loss_cls: 2.4861, loss: 2.4861, grad_norm: 1.8708 2020-07-19 13:31:50,222 - mmaction - INFO - Epoch [152][740/1253] lr: 1.082e-01, eta: 1 day, 19:56:31, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.4409, top5_acc: 0.6755, loss_cls: 2.5180, loss: 2.5180, grad_norm: 1.9167 2020-07-19 13:32:11,485 - mmaction - INFO - Epoch [152][760/1253] lr: 1.082e-01, eta: 1 day, 19:56:04, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.4534, top5_acc: 0.6786, loss_cls: 2.4896, loss: 2.4896, grad_norm: 1.8585 2020-07-19 13:32:32,766 - mmaction - INFO - Epoch [152][780/1253] lr: 1.082e-01, eta: 1 day, 19:55:37, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4422, top5_acc: 0.6914, loss_cls: 2.5011, loss: 2.5011, grad_norm: 1.8939 2020-07-19 13:32:53,918 - mmaction - INFO - Epoch [152][800/1253] lr: 1.082e-01, eta: 1 day, 19:55:09, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.4484, top5_acc: 0.6865, loss_cls: 2.4762, loss: 2.4762, grad_norm: 1.8721 2020-07-19 13:33:15,122 - mmaction - INFO - Epoch [152][820/1253] lr: 1.082e-01, eta: 1 day, 19:54:42, time: 1.059, data_time: 0.001, memory: 9059, top1_acc: 0.4396, top5_acc: 0.6792, loss_cls: 2.5160, loss: 2.5160, grad_norm: 1.8670 2020-07-19 13:33:36,523 - mmaction - INFO - Epoch [152][840/1253] lr: 1.082e-01, eta: 1 day, 19:54:14, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4393, top5_acc: 0.6857, loss_cls: 2.4955, loss: 2.4955, grad_norm: 1.8864 2020-07-19 13:33:57,668 - mmaction - INFO - Epoch [152][860/1253] lr: 1.082e-01, eta: 1 day, 19:53:47, time: 1.058, data_time: 0.003, memory: 9059, top1_acc: 0.4299, top5_acc: 0.6789, loss_cls: 2.4999, loss: 2.4999, grad_norm: 1.9097 2020-07-19 13:34:19,668 - mmaction - INFO - Epoch [152][880/1253] lr: 1.082e-01, eta: 1 day, 19:53:20, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4391, top5_acc: 0.6875, loss_cls: 2.5135, loss: 2.5135, grad_norm: 1.9157 2020-07-19 13:34:41,129 - mmaction - INFO - Epoch [152][900/1253] lr: 1.082e-01, eta: 1 day, 19:52:53, time: 1.105, data_time: 0.034, memory: 9059, top1_acc: 0.4349, top5_acc: 0.6888, loss_cls: 2.4987, loss: 2.4987, grad_norm: 1.9167 2020-07-19 13:35:02,403 - mmaction - INFO - Epoch [152][920/1253] lr: 1.082e-01, eta: 1 day, 19:52:26, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4357, top5_acc: 0.6786, loss_cls: 2.5224, loss: 2.5224, grad_norm: 1.8900 2020-07-19 13:35:23,847 - mmaction - INFO - Epoch [152][940/1253] lr: 1.082e-01, eta: 1 day, 19:51:59, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4471, top5_acc: 0.6906, loss_cls: 2.4588, loss: 2.4588, grad_norm: 1.8514 2020-07-19 13:35:45,198 - mmaction - INFO - Epoch [152][960/1253] lr: 1.082e-01, eta: 1 day, 19:51:31, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4370, top5_acc: 0.6789, loss_cls: 2.5411, loss: 2.5411, grad_norm: 1.9070 2020-07-19 13:36:06,740 - mmaction - INFO - Epoch [152][980/1253] lr: 1.082e-01, eta: 1 day, 19:51:04, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.4279, top5_acc: 0.6792, loss_cls: 2.5463, loss: 2.5463, grad_norm: 1.9041 2020-07-19 13:36:28,572 - mmaction - INFO - Epoch [152][1000/1253] lr: 1.082e-01, eta: 1 day, 19:50:38, time: 1.093, data_time: 0.003, memory: 9059, top1_acc: 0.4250, top5_acc: 0.6729, loss_cls: 2.5837, loss: 2.5837, grad_norm: 1.9309 2020-07-19 13:36:50,166 - mmaction - INFO - Epoch [152][1020/1253] lr: 1.082e-01, eta: 1 day, 19:50:11, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.4365, top5_acc: 0.6906, loss_cls: 2.4875, loss: 2.4875, grad_norm: 1.8940 2020-07-19 13:37:11,421 - mmaction - INFO - Epoch [152][1040/1253] lr: 1.082e-01, eta: 1 day, 19:49:43, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4289, top5_acc: 0.6760, loss_cls: 2.5082, loss: 2.5082, grad_norm: 1.9280 2020-07-19 13:37:32,899 - mmaction - INFO - Epoch [152][1060/1253] lr: 1.082e-01, eta: 1 day, 19:49:16, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.4000, top5_acc: 0.6576, loss_cls: 2.6349, loss: 2.6349, grad_norm: 1.9072 2020-07-19 13:37:54,126 - mmaction - INFO - Epoch [152][1080/1253] lr: 1.082e-01, eta: 1 day, 19:48:49, time: 1.061, data_time: 0.001, memory: 9059, top1_acc: 0.4195, top5_acc: 0.6776, loss_cls: 2.5668, loss: 2.5668, grad_norm: 1.8656 2020-07-19 13:38:15,328 - mmaction - INFO - Epoch [152][1100/1253] lr: 1.082e-01, eta: 1 day, 19:48:21, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4326, top5_acc: 0.6805, loss_cls: 2.5232, loss: 2.5232, grad_norm: 1.9090 2020-07-19 13:38:36,672 - mmaction - INFO - Epoch [152][1120/1253] lr: 1.082e-01, eta: 1 day, 19:47:54, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.4271, top5_acc: 0.6784, loss_cls: 2.5135, loss: 2.5135, grad_norm: 1.9140 2020-07-19 13:38:57,929 - mmaction - INFO - Epoch [152][1140/1253] lr: 1.082e-01, eta: 1 day, 19:47:27, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4362, top5_acc: 0.6784, loss_cls: 2.5167, loss: 2.5167, grad_norm: 1.9038 2020-07-19 13:39:19,065 - mmaction - INFO - Epoch [152][1160/1253] lr: 1.082e-01, eta: 1 day, 19:46:59, time: 1.053, data_time: 0.002, memory: 9059, top1_acc: 0.4357, top5_acc: 0.6867, loss_cls: 2.4782, loss: 2.4782, grad_norm: 1.8975 2020-07-19 13:39:40,705 - mmaction - INFO - Epoch [152][1180/1253] lr: 1.082e-01, eta: 1 day, 19:46:32, time: 1.085, data_time: 0.006, memory: 9059, top1_acc: 0.4422, top5_acc: 0.6823, loss_cls: 2.5104, loss: 2.5104, grad_norm: 1.8882 2020-07-19 13:40:01,997 - mmaction - INFO - Epoch [152][1200/1253] lr: 1.082e-01, eta: 1 day, 19:46:05, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4352, top5_acc: 0.6776, loss_cls: 2.4959, loss: 2.4959, grad_norm: 1.8951 2020-07-19 13:40:24,381 - mmaction - INFO - Epoch [152][1220/1253] lr: 1.082e-01, eta: 1 day, 19:45:39, time: 1.120, data_time: 0.003, memory: 9059, top1_acc: 0.4406, top5_acc: 0.6849, loss_cls: 2.4929, loss: 2.4929, grad_norm: 1.8898 2020-07-19 13:40:45,590 - mmaction - INFO - Epoch [152][1240/1253] lr: 1.082e-01, eta: 1 day, 19:45:12, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4375, top5_acc: 0.6849, loss_cls: 2.5001, loss: 2.5001, grad_norm: 1.8646 2020-07-19 13:41:04,730 - mmaction - INFO - Saving checkpoint at 152 epochs 2020-07-19 13:44:14,630 - mmaction - INFO - Epoch [153][20/1253] lr: 1.065e-01, eta: 1 day, 19:47:11, time: 9.345, data_time: 8.195, memory: 9059, top1_acc: 0.4458, top5_acc: 0.6836, loss_cls: 2.4942, loss: 2.4942, grad_norm: 1.8763 2020-07-19 13:44:35,919 - mmaction - INFO - Epoch [153][40/1253] lr: 1.065e-01, eta: 1 day, 19:46:44, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.4354, top5_acc: 0.6867, loss_cls: 2.4803, loss: 2.4803, grad_norm: 1.9239 2020-07-19 13:44:57,178 - mmaction - INFO - Epoch [153][60/1253] lr: 1.065e-01, eta: 1 day, 19:46:16, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.4484, top5_acc: 0.7052, loss_cls: 2.4179, loss: 2.4179, grad_norm: 1.9184 2020-07-19 13:45:18,733 - mmaction - INFO - Epoch [153][80/1253] lr: 1.065e-01, eta: 1 day, 19:45:49, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.4419, top5_acc: 0.6813, loss_cls: 2.4920, loss: 2.4920, grad_norm: 1.8994 2020-07-19 13:45:40,046 - mmaction - INFO - Epoch [153][100/1253] lr: 1.065e-01, eta: 1 day, 19:45:22, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4333, top5_acc: 0.6885, loss_cls: 2.4778, loss: 2.4778, grad_norm: 1.9147 2020-07-19 13:46:01,217 - mmaction - INFO - Epoch [153][120/1253] lr: 1.065e-01, eta: 1 day, 19:44:54, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.4333, top5_acc: 0.6831, loss_cls: 2.4901, loss: 2.4901, grad_norm: 1.8891 2020-07-19 13:46:22,497 - mmaction - INFO - Epoch [153][140/1253] lr: 1.065e-01, eta: 1 day, 19:44:27, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.4453, top5_acc: 0.6883, loss_cls: 2.4646, loss: 2.4646, grad_norm: 1.8785 2020-07-19 13:46:43,690 - mmaction - INFO - Epoch [153][160/1253] lr: 1.065e-01, eta: 1 day, 19:44:00, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4500, top5_acc: 0.6927, loss_cls: 2.4609, loss: 2.4609, grad_norm: 1.8829 2020-07-19 13:47:05,098 - mmaction - INFO - Epoch [153][180/1253] lr: 1.065e-01, eta: 1 day, 19:43:32, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4380, top5_acc: 0.6948, loss_cls: 2.4703, loss: 2.4703, grad_norm: 1.8610 2020-07-19 13:47:27,229 - mmaction - INFO - Epoch [153][200/1253] lr: 1.065e-01, eta: 1 day, 19:43:06, time: 1.107, data_time: 0.002, memory: 9059, top1_acc: 0.4419, top5_acc: 0.6969, loss_cls: 2.4687, loss: 2.4687, grad_norm: 1.9036 2020-07-19 13:47:48,489 - mmaction - INFO - Epoch [153][220/1253] lr: 1.065e-01, eta: 1 day, 19:42:39, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4367, top5_acc: 0.6904, loss_cls: 2.4757, loss: 2.4757, grad_norm: 1.9107 2020-07-19 13:48:09,953 - mmaction - INFO - Epoch [153][240/1253] lr: 1.065e-01, eta: 1 day, 19:42:12, time: 1.074, data_time: 0.003, memory: 9059, top1_acc: 0.4393, top5_acc: 0.6872, loss_cls: 2.4958, loss: 2.4958, grad_norm: 1.9645 2020-07-19 13:48:31,209 - mmaction - INFO - Epoch [153][260/1253] lr: 1.065e-01, eta: 1 day, 19:41:44, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4451, top5_acc: 0.6919, loss_cls: 2.4583, loss: 2.4583, grad_norm: 1.9085 2020-07-19 13:48:52,599 - mmaction - INFO - Epoch [153][280/1253] lr: 1.065e-01, eta: 1 day, 19:41:17, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.4250, top5_acc: 0.6852, loss_cls: 2.4894, loss: 2.4894, grad_norm: 1.9171 2020-07-19 13:49:14,185 - mmaction - INFO - Epoch [153][300/1253] lr: 1.065e-01, eta: 1 day, 19:40:50, time: 1.079, data_time: 0.005, memory: 9059, top1_acc: 0.4336, top5_acc: 0.6880, loss_cls: 2.4942, loss: 2.4942, grad_norm: 1.9099 2020-07-19 13:49:35,428 - mmaction - INFO - Epoch [153][320/1253] lr: 1.065e-01, eta: 1 day, 19:40:23, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4326, top5_acc: 0.6846, loss_cls: 2.5050, loss: 2.5050, grad_norm: 1.8587 2020-07-19 13:49:57,613 - mmaction - INFO - Epoch [153][340/1253] lr: 1.065e-01, eta: 1 day, 19:39:56, time: 1.110, data_time: 0.002, memory: 9059, top1_acc: 0.4367, top5_acc: 0.6789, loss_cls: 2.5365, loss: 2.5365, grad_norm: 1.9084 2020-07-19 13:50:19,090 - mmaction - INFO - Epoch [153][360/1253] lr: 1.065e-01, eta: 1 day, 19:39:29, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.4310, top5_acc: 0.6841, loss_cls: 2.5198, loss: 2.5198, grad_norm: 1.8834 2020-07-19 13:50:40,832 - mmaction - INFO - Epoch [153][380/1253] lr: 1.065e-01, eta: 1 day, 19:39:02, time: 1.088, data_time: 0.002, memory: 9059, top1_acc: 0.4448, top5_acc: 0.6917, loss_cls: 2.4688, loss: 2.4688, grad_norm: 1.8610 2020-07-19 13:51:02,492 - mmaction - INFO - Epoch [153][400/1253] lr: 1.065e-01, eta: 1 day, 19:38:35, time: 1.082, data_time: 0.002, memory: 9059, top1_acc: 0.4388, top5_acc: 0.6813, loss_cls: 2.4879, loss: 2.4879, grad_norm: 1.9052 2020-07-19 13:51:23,845 - mmaction - INFO - Epoch [153][420/1253] lr: 1.065e-01, eta: 1 day, 19:38:08, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4388, top5_acc: 0.6857, loss_cls: 2.4848, loss: 2.4848, grad_norm: 1.9144 2020-07-19 13:51:45,165 - mmaction - INFO - Epoch [153][440/1253] lr: 1.065e-01, eta: 1 day, 19:37:41, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4492, top5_acc: 0.6846, loss_cls: 2.4783, loss: 2.4783, grad_norm: 1.9237 2020-07-19 13:52:06,537 - mmaction - INFO - Epoch [153][460/1253] lr: 1.065e-01, eta: 1 day, 19:37:14, time: 1.068, data_time: 0.004, memory: 9059, top1_acc: 0.4435, top5_acc: 0.6839, loss_cls: 2.4673, loss: 2.4673, grad_norm: 1.8485 2020-07-19 13:52:27,754 - mmaction - INFO - Epoch [153][480/1253] lr: 1.065e-01, eta: 1 day, 19:36:46, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4365, top5_acc: 0.6849, loss_cls: 2.4928, loss: 2.4928, grad_norm: 1.9278 2020-07-19 13:52:49,136 - mmaction - INFO - Epoch [153][500/1253] lr: 1.065e-01, eta: 1 day, 19:36:19, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.4375, top5_acc: 0.6768, loss_cls: 2.5392, loss: 2.5392, grad_norm: 1.9304 2020-07-19 13:53:11,723 - mmaction - INFO - Epoch [153][520/1253] lr: 1.065e-01, eta: 1 day, 19:35:53, time: 1.122, data_time: 0.002, memory: 9059, top1_acc: 0.4474, top5_acc: 0.6805, loss_cls: 2.4855, loss: 2.4855, grad_norm: 1.8811 2020-07-19 13:53:33,405 - mmaction - INFO - Epoch [153][540/1253] lr: 1.065e-01, eta: 1 day, 19:35:26, time: 1.092, data_time: 0.009, memory: 9059, top1_acc: 0.4315, top5_acc: 0.6807, loss_cls: 2.5272, loss: 2.5272, grad_norm: 1.9296 2020-07-19 13:53:54,872 - mmaction - INFO - Epoch [153][560/1253] lr: 1.065e-01, eta: 1 day, 19:34:59, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.4349, top5_acc: 0.6852, loss_cls: 2.4916, loss: 2.4916, grad_norm: 1.8795 2020-07-19 13:54:16,181 - mmaction - INFO - Epoch [153][580/1253] lr: 1.065e-01, eta: 1 day, 19:34:32, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4516, top5_acc: 0.6841, loss_cls: 2.4926, loss: 2.4926, grad_norm: 1.8897 2020-07-19 13:54:37,581 - mmaction - INFO - Epoch [153][600/1253] lr: 1.065e-01, eta: 1 day, 19:34:05, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4466, top5_acc: 0.6911, loss_cls: 2.4841, loss: 2.4841, grad_norm: 1.8921 2020-07-19 13:54:58,959 - mmaction - INFO - Epoch [153][620/1253] lr: 1.065e-01, eta: 1 day, 19:33:38, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.4375, top5_acc: 0.6872, loss_cls: 2.4885, loss: 2.4885, grad_norm: 1.9284 2020-07-19 13:55:20,261 - mmaction - INFO - Epoch [153][640/1253] lr: 1.065e-01, eta: 1 day, 19:33:10, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.4352, top5_acc: 0.6810, loss_cls: 2.4879, loss: 2.4879, grad_norm: 1.9183 2020-07-19 13:55:41,438 - mmaction - INFO - Epoch [153][660/1253] lr: 1.065e-01, eta: 1 day, 19:32:43, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4320, top5_acc: 0.6711, loss_cls: 2.5459, loss: 2.5459, grad_norm: 1.9173 2020-07-19 13:56:03,233 - mmaction - INFO - Epoch [153][680/1253] lr: 1.065e-01, eta: 1 day, 19:32:16, time: 1.089, data_time: 0.002, memory: 9059, top1_acc: 0.4206, top5_acc: 0.6693, loss_cls: 2.5633, loss: 2.5633, grad_norm: 1.9455 2020-07-19 13:56:24,656 - mmaction - INFO - Epoch [153][700/1253] lr: 1.065e-01, eta: 1 day, 19:31:49, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4383, top5_acc: 0.6807, loss_cls: 2.4872, loss: 2.4872, grad_norm: 1.9132 2020-07-19 13:56:45,894 - mmaction - INFO - Epoch [153][720/1253] lr: 1.065e-01, eta: 1 day, 19:31:22, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4398, top5_acc: 0.6872, loss_cls: 2.4890, loss: 2.4890, grad_norm: 1.9352 2020-07-19 13:57:07,245 - mmaction - INFO - Epoch [153][740/1253] lr: 1.065e-01, eta: 1 day, 19:30:54, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4307, top5_acc: 0.6857, loss_cls: 2.4966, loss: 2.4966, grad_norm: 1.9270 2020-07-19 13:57:28,596 - mmaction - INFO - Epoch [153][760/1253] lr: 1.065e-01, eta: 1 day, 19:30:27, time: 1.070, data_time: 0.005, memory: 9059, top1_acc: 0.4190, top5_acc: 0.6612, loss_cls: 2.5925, loss: 2.5925, grad_norm: 1.9024 2020-07-19 13:57:50,041 - mmaction - INFO - Epoch [153][780/1253] lr: 1.065e-01, eta: 1 day, 19:30:00, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4305, top5_acc: 0.6802, loss_cls: 2.5262, loss: 2.5262, grad_norm: 1.8783 2020-07-19 13:58:11,357 - mmaction - INFO - Epoch [153][800/1253] lr: 1.065e-01, eta: 1 day, 19:29:33, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4297, top5_acc: 0.6862, loss_cls: 2.4865, loss: 2.4865, grad_norm: 1.8865 2020-07-19 13:58:32,774 - mmaction - INFO - Epoch [153][820/1253] lr: 1.065e-01, eta: 1 day, 19:29:06, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4443, top5_acc: 0.6898, loss_cls: 2.4780, loss: 2.4780, grad_norm: 1.9224 2020-07-19 13:58:55,594 - mmaction - INFO - Epoch [153][840/1253] lr: 1.065e-01, eta: 1 day, 19:28:40, time: 1.141, data_time: 0.002, memory: 9059, top1_acc: 0.4432, top5_acc: 0.6951, loss_cls: 2.4662, loss: 2.4662, grad_norm: 1.8993 2020-07-19 13:59:17,285 - mmaction - INFO - Epoch [153][860/1253] lr: 1.065e-01, eta: 1 day, 19:28:13, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.4326, top5_acc: 0.6766, loss_cls: 2.5202, loss: 2.5202, grad_norm: 1.9199 2020-07-19 13:59:38,600 - mmaction - INFO - Epoch [153][880/1253] lr: 1.065e-01, eta: 1 day, 19:27:46, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.4253, top5_acc: 0.6729, loss_cls: 2.5504, loss: 2.5504, grad_norm: 1.8960 2020-07-19 14:00:00,013 - mmaction - INFO - Epoch [153][900/1253] lr: 1.065e-01, eta: 1 day, 19:27:19, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4365, top5_acc: 0.6859, loss_cls: 2.5137, loss: 2.5137, grad_norm: 1.9484 2020-07-19 14:00:30,681 - mmaction - INFO - Epoch [153][920/1253] lr: 1.065e-01, eta: 1 day, 19:27:02, time: 1.524, data_time: 0.002, memory: 9059, top1_acc: 0.4266, top5_acc: 0.6677, loss_cls: 2.5679, loss: 2.5679, grad_norm: 1.9277 2020-07-19 14:00:52,539 - mmaction - INFO - Epoch [153][940/1253] lr: 1.065e-01, eta: 1 day, 19:26:35, time: 1.102, data_time: 0.015, memory: 9059, top1_acc: 0.4404, top5_acc: 0.6828, loss_cls: 2.5341, loss: 2.5341, grad_norm: 1.9293 2020-07-19 14:01:14,820 - mmaction - INFO - Epoch [153][960/1253] lr: 1.065e-01, eta: 1 day, 19:26:09, time: 1.114, data_time: 0.017, memory: 9059, top1_acc: 0.4430, top5_acc: 0.6865, loss_cls: 2.4897, loss: 2.4897, grad_norm: 1.9015 2020-07-19 14:01:36,929 - mmaction - INFO - Epoch [153][980/1253] lr: 1.065e-01, eta: 1 day, 19:25:42, time: 1.106, data_time: 0.002, memory: 9059, top1_acc: 0.4422, top5_acc: 0.6784, loss_cls: 2.4900, loss: 2.4900, grad_norm: 1.8899 2020-07-19 14:01:58,069 - mmaction - INFO - Epoch [153][1000/1253] lr: 1.065e-01, eta: 1 day, 19:25:15, time: 1.055, data_time: 0.002, memory: 9059, top1_acc: 0.4263, top5_acc: 0.6779, loss_cls: 2.5236, loss: 2.5236, grad_norm: 1.8801 2020-07-19 14:02:19,272 - mmaction - INFO - Epoch [153][1020/1253] lr: 1.065e-01, eta: 1 day, 19:24:48, time: 1.061, data_time: 0.003, memory: 9059, top1_acc: 0.4315, top5_acc: 0.6771, loss_cls: 2.5466, loss: 2.5466, grad_norm: 1.9292 2020-07-19 14:02:40,965 - mmaction - INFO - Epoch [153][1040/1253] lr: 1.065e-01, eta: 1 day, 19:24:21, time: 1.085, data_time: 0.003, memory: 9059, top1_acc: 0.4310, top5_acc: 0.6766, loss_cls: 2.5144, loss: 2.5144, grad_norm: 1.9130 2020-07-19 14:03:02,096 - mmaction - INFO - Epoch [153][1060/1253] lr: 1.065e-01, eta: 1 day, 19:23:53, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.4141, top5_acc: 0.6716, loss_cls: 2.5891, loss: 2.5891, grad_norm: 1.9578 2020-07-19 14:03:23,228 - mmaction - INFO - Epoch [153][1080/1253] lr: 1.065e-01, eta: 1 day, 19:23:26, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.4367, top5_acc: 0.6911, loss_cls: 2.4634, loss: 2.4634, grad_norm: 1.9052 2020-07-19 14:03:44,493 - mmaction - INFO - Epoch [153][1100/1253] lr: 1.065e-01, eta: 1 day, 19:22:59, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4224, top5_acc: 0.6693, loss_cls: 2.5613, loss: 2.5613, grad_norm: 1.9041 2020-07-19 14:04:06,461 - mmaction - INFO - Epoch [153][1120/1253] lr: 1.065e-01, eta: 1 day, 19:22:32, time: 1.099, data_time: 0.002, memory: 9059, top1_acc: 0.4271, top5_acc: 0.6706, loss_cls: 2.5486, loss: 2.5486, grad_norm: 1.8896 2020-07-19 14:04:27,690 - mmaction - INFO - Epoch [153][1140/1253] lr: 1.065e-01, eta: 1 day, 19:22:05, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4461, top5_acc: 0.6839, loss_cls: 2.4923, loss: 2.4923, grad_norm: 1.9242 2020-07-19 14:04:48,804 - mmaction - INFO - Epoch [153][1160/1253] lr: 1.065e-01, eta: 1 day, 19:21:38, time: 1.055, data_time: 0.002, memory: 9059, top1_acc: 0.4419, top5_acc: 0.6841, loss_cls: 2.5085, loss: 2.5085, grad_norm: 1.9364 2020-07-19 14:05:10,043 - mmaction - INFO - Epoch [153][1180/1253] lr: 1.065e-01, eta: 1 day, 19:21:10, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4349, top5_acc: 0.6828, loss_cls: 2.5378, loss: 2.5378, grad_norm: 1.9321 2020-07-19 14:05:31,573 - mmaction - INFO - Epoch [153][1200/1253] lr: 1.065e-01, eta: 1 day, 19:20:43, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.4333, top5_acc: 0.6807, loss_cls: 2.4991, loss: 2.4991, grad_norm: 1.9512 2020-07-19 14:05:53,046 - mmaction - INFO - Epoch [153][1220/1253] lr: 1.065e-01, eta: 1 day, 19:20:16, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4224, top5_acc: 0.6786, loss_cls: 2.5477, loss: 2.5477, grad_norm: 1.9244 2020-07-19 14:06:14,167 - mmaction - INFO - Epoch [153][1240/1253] lr: 1.065e-01, eta: 1 day, 19:19:49, time: 1.055, data_time: 0.001, memory: 9059, top1_acc: 0.4354, top5_acc: 0.6773, loss_cls: 2.5329, loss: 2.5329, grad_norm: 1.8892 2020-07-19 14:09:53,058 - mmaction - INFO - Epoch [154][20/1253] lr: 1.047e-01, eta: 1 day, 19:21:53, time: 9.728, data_time: 8.653, memory: 9059, top1_acc: 0.4406, top5_acc: 0.6841, loss_cls: 2.4693, loss: 2.4693, grad_norm: 1.9401 2020-07-19 14:10:14,618 - mmaction - INFO - Epoch [154][40/1253] lr: 1.047e-01, eta: 1 day, 19:21:26, time: 1.080, data_time: 0.009, memory: 9059, top1_acc: 0.4513, top5_acc: 0.6956, loss_cls: 2.4319, loss: 2.4319, grad_norm: 1.9152 2020-07-19 14:10:36,033 - mmaction - INFO - Epoch [154][60/1253] lr: 1.047e-01, eta: 1 day, 19:20:59, time: 1.070, data_time: 0.001, memory: 9059, top1_acc: 0.4242, top5_acc: 0.6659, loss_cls: 2.5672, loss: 2.5672, grad_norm: 1.9385 2020-07-19 14:10:57,151 - mmaction - INFO - Epoch [154][80/1253] lr: 1.047e-01, eta: 1 day, 19:20:32, time: 1.055, data_time: 0.002, memory: 9059, top1_acc: 0.4333, top5_acc: 0.6846, loss_cls: 2.5233, loss: 2.5233, grad_norm: 1.9196 2020-07-19 14:11:18,341 - mmaction - INFO - Epoch [154][100/1253] lr: 1.047e-01, eta: 1 day, 19:20:04, time: 1.060, data_time: 0.003, memory: 9059, top1_acc: 0.4393, top5_acc: 0.6820, loss_cls: 2.4765, loss: 2.4765, grad_norm: 1.9013 2020-07-19 14:11:39,544 - mmaction - INFO - Epoch [154][120/1253] lr: 1.047e-01, eta: 1 day, 19:19:37, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4396, top5_acc: 0.6799, loss_cls: 2.4790, loss: 2.4790, grad_norm: 1.8961 2020-07-19 14:12:00,739 - mmaction - INFO - Epoch [154][140/1253] lr: 1.047e-01, eta: 1 day, 19:19:09, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4630, top5_acc: 0.6987, loss_cls: 2.4103, loss: 2.4103, grad_norm: 1.8547 2020-07-19 14:12:22,240 - mmaction - INFO - Epoch [154][160/1253] lr: 1.047e-01, eta: 1 day, 19:18:42, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.4510, top5_acc: 0.6875, loss_cls: 2.4512, loss: 2.4512, grad_norm: 1.9186 2020-07-19 14:12:43,682 - mmaction - INFO - Epoch [154][180/1253] lr: 1.047e-01, eta: 1 day, 19:18:15, time: 1.073, data_time: 0.003, memory: 9059, top1_acc: 0.4497, top5_acc: 0.6974, loss_cls: 2.4450, loss: 2.4450, grad_norm: 1.9372 2020-07-19 14:13:05,000 - mmaction - INFO - Epoch [154][200/1253] lr: 1.047e-01, eta: 1 day, 19:17:48, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.4419, top5_acc: 0.6938, loss_cls: 2.4507, loss: 2.4507, grad_norm: 1.8894 2020-07-19 14:13:26,197 - mmaction - INFO - Epoch [154][220/1253] lr: 1.047e-01, eta: 1 day, 19:17:21, time: 1.058, data_time: 0.001, memory: 9059, top1_acc: 0.4365, top5_acc: 0.6828, loss_cls: 2.4748, loss: 2.4748, grad_norm: 1.9462 2020-07-19 14:13:47,971 - mmaction - INFO - Epoch [154][240/1253] lr: 1.047e-01, eta: 1 day, 19:16:54, time: 1.089, data_time: 0.002, memory: 9059, top1_acc: 0.4380, top5_acc: 0.6701, loss_cls: 2.5630, loss: 2.5630, grad_norm: 1.9196 2020-07-19 14:14:09,632 - mmaction - INFO - Epoch [154][260/1253] lr: 1.047e-01, eta: 1 day, 19:16:27, time: 1.082, data_time: 0.002, memory: 9059, top1_acc: 0.4630, top5_acc: 0.7047, loss_cls: 2.4070, loss: 2.4070, grad_norm: 1.9168 2020-07-19 14:14:30,768 - mmaction - INFO - Epoch [154][280/1253] lr: 1.047e-01, eta: 1 day, 19:16:00, time: 1.058, data_time: 0.003, memory: 9059, top1_acc: 0.4404, top5_acc: 0.6854, loss_cls: 2.5051, loss: 2.5051, grad_norm: 1.9882 2020-07-19 14:14:51,948 - mmaction - INFO - Epoch [154][300/1253] lr: 1.047e-01, eta: 1 day, 19:15:32, time: 1.053, data_time: 0.002, memory: 9059, top1_acc: 0.4461, top5_acc: 0.6951, loss_cls: 2.4253, loss: 2.4253, grad_norm: 1.8891 2020-07-19 14:15:13,303 - mmaction - INFO - Epoch [154][320/1253] lr: 1.047e-01, eta: 1 day, 19:15:05, time: 1.074, data_time: 0.007, memory: 9059, top1_acc: 0.4367, top5_acc: 0.6839, loss_cls: 2.5112, loss: 2.5112, grad_norm: 1.9505 2020-07-19 14:15:34,493 - mmaction - INFO - Epoch [154][340/1253] lr: 1.047e-01, eta: 1 day, 19:14:38, time: 1.058, data_time: 0.001, memory: 9059, top1_acc: 0.4313, top5_acc: 0.6799, loss_cls: 2.5149, loss: 2.5149, grad_norm: 1.9497 2020-07-19 14:15:55,751 - mmaction - INFO - Epoch [154][360/1253] lr: 1.047e-01, eta: 1 day, 19:14:10, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4333, top5_acc: 0.6888, loss_cls: 2.4856, loss: 2.4856, grad_norm: 1.9423 2020-07-19 14:16:17,058 - mmaction - INFO - Epoch [154][380/1253] lr: 1.047e-01, eta: 1 day, 19:13:43, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4474, top5_acc: 0.6859, loss_cls: 2.4590, loss: 2.4590, grad_norm: 1.8857 2020-07-19 14:16:39,297 - mmaction - INFO - Epoch [154][400/1253] lr: 1.047e-01, eta: 1 day, 19:13:17, time: 1.112, data_time: 0.002, memory: 9059, top1_acc: 0.4333, top5_acc: 0.6794, loss_cls: 2.5382, loss: 2.5382, grad_norm: 1.9188 2020-07-19 14:17:00,681 - mmaction - INFO - Epoch [154][420/1253] lr: 1.047e-01, eta: 1 day, 19:12:50, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4271, top5_acc: 0.6779, loss_cls: 2.5709, loss: 2.5709, grad_norm: 1.9233 2020-07-19 14:17:22,404 - mmaction - INFO - Epoch [154][440/1253] lr: 1.047e-01, eta: 1 day, 19:12:23, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.4273, top5_acc: 0.6799, loss_cls: 2.5346, loss: 2.5346, grad_norm: 1.9117 2020-07-19 14:17:43,977 - mmaction - INFO - Epoch [154][460/1253] lr: 1.047e-01, eta: 1 day, 19:11:56, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.4294, top5_acc: 0.6797, loss_cls: 2.5387, loss: 2.5387, grad_norm: 1.8907 2020-07-19 14:18:05,207 - mmaction - INFO - Epoch [154][480/1253] lr: 1.047e-01, eta: 1 day, 19:11:29, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.4529, top5_acc: 0.6865, loss_cls: 2.4434, loss: 2.4434, grad_norm: 1.9057 2020-07-19 14:18:26,780 - mmaction - INFO - Epoch [154][500/1253] lr: 1.047e-01, eta: 1 day, 19:11:02, time: 1.080, data_time: 0.005, memory: 9059, top1_acc: 0.4435, top5_acc: 0.6914, loss_cls: 2.4805, loss: 2.4805, grad_norm: 1.9241 2020-07-19 14:18:48,060 - mmaction - INFO - Epoch [154][520/1253] lr: 1.047e-01, eta: 1 day, 19:10:35, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.4362, top5_acc: 0.6836, loss_cls: 2.4909, loss: 2.4909, grad_norm: 1.9214 2020-07-19 14:19:09,216 - mmaction - INFO - Epoch [154][540/1253] lr: 1.047e-01, eta: 1 day, 19:10:07, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.4424, top5_acc: 0.6927, loss_cls: 2.4767, loss: 2.4767, grad_norm: 1.8853 2020-07-19 14:19:30,458 - mmaction - INFO - Epoch [154][560/1253] lr: 1.047e-01, eta: 1 day, 19:09:40, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4375, top5_acc: 0.6799, loss_cls: 2.5098, loss: 2.5098, grad_norm: 1.9216 2020-07-19 14:19:51,762 - mmaction - INFO - Epoch [154][580/1253] lr: 1.047e-01, eta: 1 day, 19:09:13, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4359, top5_acc: 0.6977, loss_cls: 2.4666, loss: 2.4666, grad_norm: 1.9282 2020-07-19 14:20:13,080 - mmaction - INFO - Epoch [154][600/1253] lr: 1.047e-01, eta: 1 day, 19:08:46, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4419, top5_acc: 0.6909, loss_cls: 2.4626, loss: 2.4626, grad_norm: 1.9054 2020-07-19 14:20:34,287 - mmaction - INFO - Epoch [154][620/1253] lr: 1.047e-01, eta: 1 day, 19:08:18, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4578, top5_acc: 0.7010, loss_cls: 2.4129, loss: 2.4129, grad_norm: 1.9284 2020-07-19 14:20:55,932 - mmaction - INFO - Epoch [154][640/1253] lr: 1.047e-01, eta: 1 day, 19:07:51, time: 1.082, data_time: 0.002, memory: 9059, top1_acc: 0.4354, top5_acc: 0.6914, loss_cls: 2.4780, loss: 2.4780, grad_norm: 1.9462 2020-07-19 14:21:17,198 - mmaction - INFO - Epoch [154][660/1253] lr: 1.047e-01, eta: 1 day, 19:07:24, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4445, top5_acc: 0.6862, loss_cls: 2.4662, loss: 2.4662, grad_norm: 1.9046 2020-07-19 14:21:38,365 - mmaction - INFO - Epoch [154][680/1253] lr: 1.047e-01, eta: 1 day, 19:06:57, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.4229, top5_acc: 0.6633, loss_cls: 2.5765, loss: 2.5765, grad_norm: 1.8794 2020-07-19 14:22:00,280 - mmaction - INFO - Epoch [154][700/1253] lr: 1.047e-01, eta: 1 day, 19:06:30, time: 1.096, data_time: 0.002, memory: 9059, top1_acc: 0.4487, top5_acc: 0.6938, loss_cls: 2.4601, loss: 2.4601, grad_norm: 1.8956 2020-07-19 14:22:21,567 - mmaction - INFO - Epoch [154][720/1253] lr: 1.047e-01, eta: 1 day, 19:06:03, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4352, top5_acc: 0.6883, loss_cls: 2.5167, loss: 2.5167, grad_norm: 1.8963 2020-07-19 14:22:42,868 - mmaction - INFO - Epoch [154][740/1253] lr: 1.047e-01, eta: 1 day, 19:05:36, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4378, top5_acc: 0.6758, loss_cls: 2.5349, loss: 2.5349, grad_norm: 1.9466 2020-07-19 14:23:04,043 - mmaction - INFO - Epoch [154][760/1253] lr: 1.047e-01, eta: 1 day, 19:05:09, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4237, top5_acc: 0.6794, loss_cls: 2.5237, loss: 2.5237, grad_norm: 1.9165 2020-07-19 14:23:25,226 - mmaction - INFO - Epoch [154][780/1253] lr: 1.047e-01, eta: 1 day, 19:04:41, time: 1.058, data_time: 0.001, memory: 9059, top1_acc: 0.4398, top5_acc: 0.6823, loss_cls: 2.5073, loss: 2.5073, grad_norm: 1.9053 2020-07-19 14:23:46,619 - mmaction - INFO - Epoch [154][800/1253] lr: 1.047e-01, eta: 1 day, 19:04:14, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4438, top5_acc: 0.6773, loss_cls: 2.5117, loss: 2.5117, grad_norm: 1.8852 2020-07-19 14:24:08,320 - mmaction - INFO - Epoch [154][820/1253] lr: 1.047e-01, eta: 1 day, 19:03:47, time: 1.085, data_time: 0.002, memory: 9059, top1_acc: 0.4469, top5_acc: 0.6734, loss_cls: 2.5306, loss: 2.5306, grad_norm: 1.9408 2020-07-19 14:24:29,729 - mmaction - INFO - Epoch [154][840/1253] lr: 1.047e-01, eta: 1 day, 19:03:20, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4406, top5_acc: 0.6776, loss_cls: 2.5037, loss: 2.5037, grad_norm: 1.9182 2020-07-19 14:24:51,417 - mmaction - INFO - Epoch [154][860/1253] lr: 1.047e-01, eta: 1 day, 19:02:53, time: 1.083, data_time: 0.002, memory: 9059, top1_acc: 0.4271, top5_acc: 0.6690, loss_cls: 2.5349, loss: 2.5349, grad_norm: 1.9202 2020-07-19 14:25:13,572 - mmaction - INFO - Epoch [154][880/1253] lr: 1.047e-01, eta: 1 day, 19:02:27, time: 1.108, data_time: 0.003, memory: 9059, top1_acc: 0.4393, top5_acc: 0.6940, loss_cls: 2.4877, loss: 2.4877, grad_norm: 1.9166 2020-07-19 14:25:34,735 - mmaction - INFO - Epoch [154][900/1253] lr: 1.047e-01, eta: 1 day, 19:02:00, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4383, top5_acc: 0.6799, loss_cls: 2.5348, loss: 2.5348, grad_norm: 1.9642 2020-07-19 14:25:55,942 - mmaction - INFO - Epoch [154][920/1253] lr: 1.047e-01, eta: 1 day, 19:01:33, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4247, top5_acc: 0.6805, loss_cls: 2.5295, loss: 2.5295, grad_norm: 1.9144 2020-07-19 14:26:17,376 - mmaction - INFO - Epoch [154][940/1253] lr: 1.047e-01, eta: 1 day, 19:01:06, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4443, top5_acc: 0.6906, loss_cls: 2.4757, loss: 2.4757, grad_norm: 1.9018 2020-07-19 14:26:39,481 - mmaction - INFO - Epoch [154][960/1253] lr: 1.047e-01, eta: 1 day, 19:00:39, time: 1.104, data_time: 0.012, memory: 9059, top1_acc: 0.4310, top5_acc: 0.6781, loss_cls: 2.5151, loss: 2.5151, grad_norm: 1.9085 2020-07-19 14:27:01,676 - mmaction - INFO - Epoch [154][980/1253] lr: 1.047e-01, eta: 1 day, 19:00:13, time: 1.111, data_time: 0.012, memory: 9059, top1_acc: 0.4508, top5_acc: 0.6833, loss_cls: 2.4906, loss: 2.4906, grad_norm: 1.8961 2020-07-19 14:27:23,085 - mmaction - INFO - Epoch [154][1000/1253] lr: 1.047e-01, eta: 1 day, 18:59:46, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4346, top5_acc: 0.6867, loss_cls: 2.5041, loss: 2.5041, grad_norm: 1.9130 2020-07-19 14:27:44,908 - mmaction - INFO - Epoch [154][1020/1253] lr: 1.047e-01, eta: 1 day, 18:59:19, time: 1.091, data_time: 0.002, memory: 9059, top1_acc: 0.4279, top5_acc: 0.6786, loss_cls: 2.5244, loss: 2.5244, grad_norm: 1.9053 2020-07-19 14:28:07,310 - mmaction - INFO - Epoch [154][1040/1253] lr: 1.047e-01, eta: 1 day, 18:58:53, time: 1.120, data_time: 0.012, memory: 9059, top1_acc: 0.4479, top5_acc: 0.6818, loss_cls: 2.5014, loss: 2.5014, grad_norm: 1.9529 2020-07-19 14:28:29,480 - mmaction - INFO - Epoch [154][1060/1253] lr: 1.047e-01, eta: 1 day, 18:58:27, time: 1.109, data_time: 0.009, memory: 9059, top1_acc: 0.4313, top5_acc: 0.6815, loss_cls: 2.5449, loss: 2.5449, grad_norm: 1.9583 2020-07-19 14:28:51,542 - mmaction - INFO - Epoch [154][1080/1253] lr: 1.047e-01, eta: 1 day, 18:58:01, time: 1.103, data_time: 0.006, memory: 9059, top1_acc: 0.4237, top5_acc: 0.6753, loss_cls: 2.5657, loss: 2.5657, grad_norm: 1.9632 2020-07-19 14:29:13,184 - mmaction - INFO - Epoch [154][1100/1253] lr: 1.047e-01, eta: 1 day, 18:57:34, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.4456, top5_acc: 0.6820, loss_cls: 2.4999, loss: 2.4999, grad_norm: 1.9353 2020-07-19 14:29:34,805 - mmaction - INFO - Epoch [154][1120/1253] lr: 1.047e-01, eta: 1 day, 18:57:07, time: 1.081, data_time: 0.003, memory: 9059, top1_acc: 0.4372, top5_acc: 0.6875, loss_cls: 2.4704, loss: 2.4704, grad_norm: 1.9129 2020-07-19 14:29:57,242 - mmaction - INFO - Epoch [154][1140/1253] lr: 1.047e-01, eta: 1 day, 18:56:41, time: 1.123, data_time: 0.016, memory: 9059, top1_acc: 0.4417, top5_acc: 0.6826, loss_cls: 2.5176, loss: 2.5176, grad_norm: 1.9382 2020-07-19 14:30:19,697 - mmaction - INFO - Epoch [154][1160/1253] lr: 1.047e-01, eta: 1 day, 18:56:15, time: 1.123, data_time: 0.009, memory: 9059, top1_acc: 0.4414, top5_acc: 0.6875, loss_cls: 2.4457, loss: 2.4457, grad_norm: 1.9194 2020-07-19 14:30:41,424 - mmaction - INFO - Epoch [154][1180/1253] lr: 1.047e-01, eta: 1 day, 18:55:48, time: 1.084, data_time: 0.002, memory: 9059, top1_acc: 0.4383, top5_acc: 0.6857, loss_cls: 2.5234, loss: 2.5234, grad_norm: 1.9666 2020-07-19 14:31:02,881 - mmaction - INFO - Epoch [154][1200/1253] lr: 1.047e-01, eta: 1 day, 18:55:21, time: 1.075, data_time: 0.006, memory: 9059, top1_acc: 0.4281, top5_acc: 0.6792, loss_cls: 2.5703, loss: 2.5703, grad_norm: 1.9086 2020-07-19 14:31:24,298 - mmaction - INFO - Epoch [154][1220/1253] lr: 1.047e-01, eta: 1 day, 18:54:54, time: 1.071, data_time: 0.011, memory: 9059, top1_acc: 0.4297, top5_acc: 0.6797, loss_cls: 2.5290, loss: 2.5290, grad_norm: 1.9542 2020-07-19 14:31:45,742 - mmaction - INFO - Epoch [154][1240/1253] lr: 1.047e-01, eta: 1 day, 18:54:27, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4398, top5_acc: 0.6833, loss_cls: 2.4930, loss: 2.4930, grad_norm: 1.8908 2020-07-19 14:34:49,045 - mmaction - INFO - Epoch [155][20/1253] lr: 1.029e-01, eta: 1 day, 18:55:57, time: 8.206, data_time: 7.106, memory: 9059, top1_acc: 0.4234, top5_acc: 0.6797, loss_cls: 2.5223, loss: 2.5223, grad_norm: 1.9703 2020-07-19 14:35:10,413 - mmaction - INFO - Epoch [155][40/1253] lr: 1.029e-01, eta: 1 day, 18:55:29, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4440, top5_acc: 0.6935, loss_cls: 2.4306, loss: 2.4306, grad_norm: 1.9272 2020-07-19 14:35:31,827 - mmaction - INFO - Epoch [155][60/1253] lr: 1.029e-01, eta: 1 day, 18:55:02, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4482, top5_acc: 0.6977, loss_cls: 2.4206, loss: 2.4206, grad_norm: 1.9131 2020-07-19 14:35:53,224 - mmaction - INFO - Epoch [155][80/1253] lr: 1.029e-01, eta: 1 day, 18:54:35, time: 1.071, data_time: 0.003, memory: 9059, top1_acc: 0.4464, top5_acc: 0.6924, loss_cls: 2.4921, loss: 2.4921, grad_norm: 1.9153 2020-07-19 14:36:14,569 - mmaction - INFO - Epoch [155][100/1253] lr: 1.029e-01, eta: 1 day, 18:54:08, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.4648, top5_acc: 0.6930, loss_cls: 2.4097, loss: 2.4097, grad_norm: 1.9293 2020-07-19 14:36:35,756 - mmaction - INFO - Epoch [155][120/1253] lr: 1.029e-01, eta: 1 day, 18:53:41, time: 1.061, data_time: 0.003, memory: 9059, top1_acc: 0.4497, top5_acc: 0.6867, loss_cls: 2.4491, loss: 2.4491, grad_norm: 1.9245 2020-07-19 14:36:56,978 - mmaction - INFO - Epoch [155][140/1253] lr: 1.029e-01, eta: 1 day, 18:53:14, time: 1.061, data_time: 0.001, memory: 9059, top1_acc: 0.4294, top5_acc: 0.6898, loss_cls: 2.4791, loss: 2.4791, grad_norm: 1.9277 2020-07-19 14:37:18,213 - mmaction - INFO - Epoch [155][160/1253] lr: 1.029e-01, eta: 1 day, 18:52:46, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.4484, top5_acc: 0.6854, loss_cls: 2.4854, loss: 2.4854, grad_norm: 1.9217 2020-07-19 14:37:39,931 - mmaction - INFO - Epoch [155][180/1253] lr: 1.029e-01, eta: 1 day, 18:52:20, time: 1.087, data_time: 0.004, memory: 9059, top1_acc: 0.4432, top5_acc: 0.6841, loss_cls: 2.4888, loss: 2.4888, grad_norm: 1.9444 2020-07-19 14:38:02,194 - mmaction - INFO - Epoch [155][200/1253] lr: 1.029e-01, eta: 1 day, 18:51:53, time: 1.114, data_time: 0.012, memory: 9059, top1_acc: 0.4346, top5_acc: 0.6927, loss_cls: 2.4620, loss: 2.4620, grad_norm: 1.9234 2020-07-19 14:38:23,676 - mmaction - INFO - Epoch [155][220/1253] lr: 1.029e-01, eta: 1 day, 18:51:26, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.4419, top5_acc: 0.6810, loss_cls: 2.5189, loss: 2.5189, grad_norm: 1.9387 2020-07-19 14:38:44,895 - mmaction - INFO - Epoch [155][240/1253] lr: 1.029e-01, eta: 1 day, 18:50:59, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4443, top5_acc: 0.6904, loss_cls: 2.4784, loss: 2.4784, grad_norm: 1.8877 2020-07-19 14:39:06,260 - mmaction - INFO - Epoch [155][260/1253] lr: 1.029e-01, eta: 1 day, 18:50:32, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4302, top5_acc: 0.6776, loss_cls: 2.5063, loss: 2.5063, grad_norm: 1.9104 2020-07-19 14:39:27,765 - mmaction - INFO - Epoch [155][280/1253] lr: 1.029e-01, eta: 1 day, 18:50:05, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4458, top5_acc: 0.6799, loss_cls: 2.4684, loss: 2.4684, grad_norm: 1.8969 2020-07-19 14:39:50,320 - mmaction - INFO - Epoch [155][300/1253] lr: 1.029e-01, eta: 1 day, 18:49:39, time: 1.128, data_time: 0.011, memory: 9059, top1_acc: 0.4513, top5_acc: 0.6961, loss_cls: 2.4221, loss: 2.4221, grad_norm: 1.9248 2020-07-19 14:40:12,225 - mmaction - INFO - Epoch [155][320/1253] lr: 1.029e-01, eta: 1 day, 18:49:13, time: 1.095, data_time: 0.002, memory: 9059, top1_acc: 0.4453, top5_acc: 0.6854, loss_cls: 2.4568, loss: 2.4568, grad_norm: 1.9592 2020-07-19 14:40:33,886 - mmaction - INFO - Epoch [155][340/1253] lr: 1.029e-01, eta: 1 day, 18:48:46, time: 1.084, data_time: 0.002, memory: 9059, top1_acc: 0.4401, top5_acc: 0.6924, loss_cls: 2.4861, loss: 2.4861, grad_norm: 1.9140 2020-07-19 14:40:55,224 - mmaction - INFO - Epoch [155][360/1253] lr: 1.029e-01, eta: 1 day, 18:48:19, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4471, top5_acc: 0.6836, loss_cls: 2.4576, loss: 2.4576, grad_norm: 1.9530 2020-07-19 14:41:16,391 - mmaction - INFO - Epoch [155][380/1253] lr: 1.029e-01, eta: 1 day, 18:47:51, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.4271, top5_acc: 0.6779, loss_cls: 2.5151, loss: 2.5151, grad_norm: 1.9621 2020-07-19 14:41:37,759 - mmaction - INFO - Epoch [155][400/1253] lr: 1.029e-01, eta: 1 day, 18:47:24, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4471, top5_acc: 0.6932, loss_cls: 2.4089, loss: 2.4089, grad_norm: 1.8845 2020-07-19 14:41:59,048 - mmaction - INFO - Epoch [155][420/1253] lr: 1.029e-01, eta: 1 day, 18:46:57, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.4432, top5_acc: 0.6872, loss_cls: 2.5050, loss: 2.5050, grad_norm: 1.9618 2020-07-19 14:42:20,451 - mmaction - INFO - Epoch [155][440/1253] lr: 1.029e-01, eta: 1 day, 18:46:30, time: 1.072, data_time: 0.004, memory: 9059, top1_acc: 0.4461, top5_acc: 0.6862, loss_cls: 2.5025, loss: 2.5025, grad_norm: 1.9147 2020-07-19 14:42:41,756 - mmaction - INFO - Epoch [155][460/1253] lr: 1.029e-01, eta: 1 day, 18:46:03, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4458, top5_acc: 0.6820, loss_cls: 2.4855, loss: 2.4855, grad_norm: 1.9097 2020-07-19 14:43:03,079 - mmaction - INFO - Epoch [155][480/1253] lr: 1.029e-01, eta: 1 day, 18:45:36, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4456, top5_acc: 0.6852, loss_cls: 2.4515, loss: 2.4515, grad_norm: 1.9323 2020-07-19 14:43:24,227 - mmaction - INFO - Epoch [155][500/1253] lr: 1.029e-01, eta: 1 day, 18:45:09, time: 1.059, data_time: 0.003, memory: 9059, top1_acc: 0.4302, top5_acc: 0.6786, loss_cls: 2.5240, loss: 2.5240, grad_norm: 1.9132 2020-07-19 14:43:45,560 - mmaction - INFO - Epoch [155][520/1253] lr: 1.029e-01, eta: 1 day, 18:44:41, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4318, top5_acc: 0.6747, loss_cls: 2.5304, loss: 2.5304, grad_norm: 1.9388 2020-07-19 14:44:07,269 - mmaction - INFO - Epoch [155][540/1253] lr: 1.029e-01, eta: 1 day, 18:44:15, time: 1.087, data_time: 0.004, memory: 9059, top1_acc: 0.4432, top5_acc: 0.6898, loss_cls: 2.4783, loss: 2.4783, grad_norm: 1.9278 2020-07-19 14:44:28,471 - mmaction - INFO - Epoch [155][560/1253] lr: 1.029e-01, eta: 1 day, 18:43:47, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.4237, top5_acc: 0.6732, loss_cls: 2.5493, loss: 2.5493, grad_norm: 1.9825 2020-07-19 14:44:49,681 - mmaction - INFO - Epoch [155][580/1253] lr: 1.029e-01, eta: 1 day, 18:43:20, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4500, top5_acc: 0.6911, loss_cls: 2.4495, loss: 2.4495, grad_norm: 1.9324 2020-07-19 14:45:11,301 - mmaction - INFO - Epoch [155][600/1253] lr: 1.029e-01, eta: 1 day, 18:42:53, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.4320, top5_acc: 0.6781, loss_cls: 2.5361, loss: 2.5361, grad_norm: 1.9567 2020-07-19 14:45:32,849 - mmaction - INFO - Epoch [155][620/1253] lr: 1.029e-01, eta: 1 day, 18:42:26, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.4396, top5_acc: 0.6883, loss_cls: 2.4966, loss: 2.4966, grad_norm: 1.9105 2020-07-19 14:45:54,070 - mmaction - INFO - Epoch [155][640/1253] lr: 1.029e-01, eta: 1 day, 18:41:59, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4497, top5_acc: 0.6799, loss_cls: 2.4990, loss: 2.4990, grad_norm: 1.9186 2020-07-19 14:46:15,416 - mmaction - INFO - Epoch [155][660/1253] lr: 1.029e-01, eta: 1 day, 18:41:32, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4362, top5_acc: 0.6799, loss_cls: 2.4952, loss: 2.4952, grad_norm: 1.9132 2020-07-19 14:46:36,638 - mmaction - INFO - Epoch [155][680/1253] lr: 1.029e-01, eta: 1 day, 18:41:05, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4440, top5_acc: 0.6956, loss_cls: 2.4847, loss: 2.4847, grad_norm: 1.9498 2020-07-19 14:46:58,258 - mmaction - INFO - Epoch [155][700/1253] lr: 1.029e-01, eta: 1 day, 18:40:38, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.4344, top5_acc: 0.6776, loss_cls: 2.5167, loss: 2.5167, grad_norm: 1.9260 2020-07-19 14:47:19,846 - mmaction - INFO - Epoch [155][720/1253] lr: 1.029e-01, eta: 1 day, 18:40:11, time: 1.079, data_time: 0.003, memory: 9059, top1_acc: 0.4203, top5_acc: 0.6727, loss_cls: 2.5680, loss: 2.5680, grad_norm: 1.9071 2020-07-19 14:47:41,210 - mmaction - INFO - Epoch [155][740/1253] lr: 1.029e-01, eta: 1 day, 18:39:44, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.4396, top5_acc: 0.6776, loss_cls: 2.5405, loss: 2.5405, grad_norm: 1.8901 2020-07-19 14:48:02,403 - mmaction - INFO - Epoch [155][760/1253] lr: 1.029e-01, eta: 1 day, 18:39:17, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4542, top5_acc: 0.6977, loss_cls: 2.4359, loss: 2.4359, grad_norm: 1.8988 2020-07-19 14:48:23,626 - mmaction - INFO - Epoch [155][780/1253] lr: 1.029e-01, eta: 1 day, 18:38:50, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4313, top5_acc: 0.6807, loss_cls: 2.5095, loss: 2.5095, grad_norm: 1.9301 2020-07-19 14:48:44,960 - mmaction - INFO - Epoch [155][800/1253] lr: 1.029e-01, eta: 1 day, 18:38:23, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.4367, top5_acc: 0.6654, loss_cls: 2.5343, loss: 2.5343, grad_norm: 1.9325 2020-07-19 14:49:06,288 - mmaction - INFO - Epoch [155][820/1253] lr: 1.029e-01, eta: 1 day, 18:37:56, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4391, top5_acc: 0.6745, loss_cls: 2.5109, loss: 2.5109, grad_norm: 1.9238 2020-07-19 14:49:28,269 - mmaction - INFO - Epoch [155][840/1253] lr: 1.029e-01, eta: 1 day, 18:37:29, time: 1.096, data_time: 0.001, memory: 9059, top1_acc: 0.4461, top5_acc: 0.6893, loss_cls: 2.4557, loss: 2.4557, grad_norm: 1.9080 2020-07-19 14:49:51,027 - mmaction - INFO - Epoch [155][860/1253] lr: 1.029e-01, eta: 1 day, 18:37:03, time: 1.138, data_time: 0.021, memory: 9059, top1_acc: 0.4292, top5_acc: 0.6766, loss_cls: 2.5233, loss: 2.5233, grad_norm: 1.9670 2020-07-19 14:50:14,236 - mmaction - INFO - Epoch [155][880/1253] lr: 1.029e-01, eta: 1 day, 18:36:38, time: 1.162, data_time: 0.020, memory: 9059, top1_acc: 0.4471, top5_acc: 0.6854, loss_cls: 2.4480, loss: 2.4480, grad_norm: 1.8923 2020-07-19 14:51:02,012 - mmaction - INFO - Epoch [155][900/1253] lr: 1.029e-01, eta: 1 day, 18:36:38, time: 2.363, data_time: 0.081, memory: 9059, top1_acc: 0.4406, top5_acc: 0.6732, loss_cls: 2.5466, loss: 2.5466, grad_norm: 1.9377 2020-07-19 14:52:17,994 - mmaction - INFO - Epoch [155][920/1253] lr: 1.029e-01, eta: 1 day, 18:37:07, time: 3.826, data_time: 0.351, memory: 9059, top1_acc: 0.4310, top5_acc: 0.6747, loss_cls: 2.5172, loss: 2.5172, grad_norm: 1.9273 2020-07-19 14:52:39,336 - mmaction - INFO - Epoch [155][940/1253] lr: 1.029e-01, eta: 1 day, 18:36:40, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4250, top5_acc: 0.6750, loss_cls: 2.5374, loss: 2.5374, grad_norm: 1.9690 2020-07-19 14:53:00,513 - mmaction - INFO - Epoch [155][960/1253] lr: 1.029e-01, eta: 1 day, 18:36:13, time: 1.059, data_time: 0.003, memory: 9059, top1_acc: 0.4406, top5_acc: 0.6805, loss_cls: 2.5057, loss: 2.5057, grad_norm: 1.9154 2020-07-19 14:53:21,962 - mmaction - INFO - Epoch [155][980/1253] lr: 1.029e-01, eta: 1 day, 18:35:46, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4398, top5_acc: 0.6880, loss_cls: 2.5133, loss: 2.5133, grad_norm: 1.9263 2020-07-19 14:53:43,564 - mmaction - INFO - Epoch [155][1000/1253] lr: 1.029e-01, eta: 1 day, 18:35:19, time: 1.081, data_time: 0.003, memory: 9059, top1_acc: 0.4391, top5_acc: 0.6810, loss_cls: 2.4763, loss: 2.4763, grad_norm: 1.9159 2020-07-19 14:54:04,885 - mmaction - INFO - Epoch [155][1020/1253] lr: 1.029e-01, eta: 1 day, 18:34:52, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.4328, top5_acc: 0.6758, loss_cls: 2.5401, loss: 2.5401, grad_norm: 1.9601 2020-07-19 14:54:26,477 - mmaction - INFO - Epoch [155][1040/1253] lr: 1.029e-01, eta: 1 day, 18:34:25, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.4380, top5_acc: 0.6740, loss_cls: 2.5376, loss: 2.5376, grad_norm: 1.9112 2020-07-19 14:54:48,033 - mmaction - INFO - Epoch [155][1060/1253] lr: 1.029e-01, eta: 1 day, 18:33:58, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.4344, top5_acc: 0.6880, loss_cls: 2.4861, loss: 2.4861, grad_norm: 1.9517 2020-07-19 14:55:09,354 - mmaction - INFO - Epoch [155][1080/1253] lr: 1.029e-01, eta: 1 day, 18:33:31, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.4352, top5_acc: 0.6865, loss_cls: 2.5191, loss: 2.5191, grad_norm: 1.9399 2020-07-19 14:55:30,808 - mmaction - INFO - Epoch [155][1100/1253] lr: 1.029e-01, eta: 1 day, 18:33:04, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.4380, top5_acc: 0.6909, loss_cls: 2.4628, loss: 2.4628, grad_norm: 1.8920 2020-07-19 14:55:51,945 - mmaction - INFO - Epoch [155][1120/1253] lr: 1.029e-01, eta: 1 day, 18:32:37, time: 1.056, data_time: 0.001, memory: 9059, top1_acc: 0.4542, top5_acc: 0.6922, loss_cls: 2.4564, loss: 2.4564, grad_norm: 1.9274 2020-07-19 14:56:13,546 - mmaction - INFO - Epoch [155][1140/1253] lr: 1.029e-01, eta: 1 day, 18:32:10, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.4307, top5_acc: 0.6844, loss_cls: 2.5066, loss: 2.5066, grad_norm: 1.9377 2020-07-19 14:56:34,922 - mmaction - INFO - Epoch [155][1160/1253] lr: 1.029e-01, eta: 1 day, 18:31:43, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4273, top5_acc: 0.6768, loss_cls: 2.5183, loss: 2.5183, grad_norm: 1.9460 2020-07-19 14:56:56,631 - mmaction - INFO - Epoch [155][1180/1253] lr: 1.029e-01, eta: 1 day, 18:31:16, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.4461, top5_acc: 0.6995, loss_cls: 2.4049, loss: 2.4049, grad_norm: 1.8944 2020-07-19 14:57:18,007 - mmaction - INFO - Epoch [155][1200/1253] lr: 1.029e-01, eta: 1 day, 18:30:49, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4404, top5_acc: 0.6849, loss_cls: 2.4839, loss: 2.4839, grad_norm: 1.8842 2020-07-19 14:57:39,913 - mmaction - INFO - Epoch [155][1220/1253] lr: 1.029e-01, eta: 1 day, 18:30:23, time: 1.095, data_time: 0.017, memory: 9059, top1_acc: 0.4414, top5_acc: 0.6948, loss_cls: 2.4314, loss: 2.4314, grad_norm: 1.9193 2020-07-19 14:58:01,220 - mmaction - INFO - Epoch [155][1240/1253] lr: 1.029e-01, eta: 1 day, 18:29:56, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4414, top5_acc: 0.6773, loss_cls: 2.5358, loss: 2.5358, grad_norm: 1.9298 2020-07-19 15:01:35,731 - mmaction - INFO - Epoch [156][20/1253] lr: 1.012e-01, eta: 1 day, 18:31:54, time: 9.745, data_time: 8.090, memory: 9059, top1_acc: 0.4372, top5_acc: 0.6883, loss_cls: 2.4622, loss: 2.4622, grad_norm: 1.9278 2020-07-19 15:01:57,133 - mmaction - INFO - Epoch [156][40/1253] lr: 1.012e-01, eta: 1 day, 18:31:27, time: 1.079, data_time: 0.012, memory: 9059, top1_acc: 0.4432, top5_acc: 0.6917, loss_cls: 2.4586, loss: 2.4586, grad_norm: 1.8973 2020-07-19 15:02:18,403 - mmaction - INFO - Epoch [156][60/1253] lr: 1.012e-01, eta: 1 day, 18:31:00, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4534, top5_acc: 0.6987, loss_cls: 2.3992, loss: 2.3992, grad_norm: 1.9462 2020-07-19 15:02:39,620 - mmaction - INFO - Epoch [156][80/1253] lr: 1.012e-01, eta: 1 day, 18:30:33, time: 1.059, data_time: 0.003, memory: 9059, top1_acc: 0.4466, top5_acc: 0.6901, loss_cls: 2.4619, loss: 2.4619, grad_norm: 1.9908 2020-07-19 15:03:00,876 - mmaction - INFO - Epoch [156][100/1253] lr: 1.012e-01, eta: 1 day, 18:30:06, time: 1.065, data_time: 0.004, memory: 9059, top1_acc: 0.4469, top5_acc: 0.6870, loss_cls: 2.4932, loss: 2.4932, grad_norm: 1.9671 2020-07-19 15:03:22,071 - mmaction - INFO - Epoch [156][120/1253] lr: 1.012e-01, eta: 1 day, 18:29:38, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4383, top5_acc: 0.6836, loss_cls: 2.4983, loss: 2.4983, grad_norm: 1.9319 2020-07-19 15:03:43,426 - mmaction - INFO - Epoch [156][140/1253] lr: 1.012e-01, eta: 1 day, 18:29:11, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.4292, top5_acc: 0.6740, loss_cls: 2.5427, loss: 2.5427, grad_norm: 1.9585 2020-07-19 15:04:05,104 - mmaction - INFO - Epoch [156][160/1253] lr: 1.012e-01, eta: 1 day, 18:28:44, time: 1.084, data_time: 0.002, memory: 9059, top1_acc: 0.4289, top5_acc: 0.6799, loss_cls: 2.5155, loss: 2.5155, grad_norm: 1.9503 2020-07-19 15:04:26,492 - mmaction - INFO - Epoch [156][180/1253] lr: 1.012e-01, eta: 1 day, 18:28:17, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4414, top5_acc: 0.6872, loss_cls: 2.4625, loss: 2.4625, grad_norm: 1.9345 2020-07-19 15:04:47,823 - mmaction - INFO - Epoch [156][200/1253] lr: 1.012e-01, eta: 1 day, 18:27:50, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4396, top5_acc: 0.6786, loss_cls: 2.5219, loss: 2.5219, grad_norm: 1.9280 2020-07-19 15:05:09,204 - mmaction - INFO - Epoch [156][220/1253] lr: 1.012e-01, eta: 1 day, 18:27:23, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4404, top5_acc: 0.6901, loss_cls: 2.4627, loss: 2.4627, grad_norm: 1.8953 2020-07-19 15:05:30,456 - mmaction - INFO - Epoch [156][240/1253] lr: 1.012e-01, eta: 1 day, 18:26:56, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.4445, top5_acc: 0.6974, loss_cls: 2.4517, loss: 2.4517, grad_norm: 1.9451 2020-07-19 15:05:51,730 - mmaction - INFO - Epoch [156][260/1253] lr: 1.012e-01, eta: 1 day, 18:26:29, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4443, top5_acc: 0.6797, loss_cls: 2.4850, loss: 2.4850, grad_norm: 1.9068 2020-07-19 15:06:13,133 - mmaction - INFO - Epoch [156][280/1253] lr: 1.012e-01, eta: 1 day, 18:26:02, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4471, top5_acc: 0.6940, loss_cls: 2.4526, loss: 2.4526, grad_norm: 1.9044 2020-07-19 15:06:34,441 - mmaction - INFO - Epoch [156][300/1253] lr: 1.012e-01, eta: 1 day, 18:25:35, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.4427, top5_acc: 0.6797, loss_cls: 2.5203, loss: 2.5203, grad_norm: 1.9054 2020-07-19 15:06:55,622 - mmaction - INFO - Epoch [156][320/1253] lr: 1.012e-01, eta: 1 day, 18:25:07, time: 1.059, data_time: 0.004, memory: 9059, top1_acc: 0.4445, top5_acc: 0.6883, loss_cls: 2.4817, loss: 2.4817, grad_norm: 1.9309 2020-07-19 15:07:17,255 - mmaction - INFO - Epoch [156][340/1253] lr: 1.012e-01, eta: 1 day, 18:24:41, time: 1.082, data_time: 0.002, memory: 9059, top1_acc: 0.4289, top5_acc: 0.6758, loss_cls: 2.5437, loss: 2.5437, grad_norm: 1.9424 2020-07-19 15:07:38,807 - mmaction - INFO - Epoch [156][360/1253] lr: 1.012e-01, eta: 1 day, 18:24:14, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.4510, top5_acc: 0.6953, loss_cls: 2.4341, loss: 2.4341, grad_norm: 1.9442 2020-07-19 15:08:00,097 - mmaction - INFO - Epoch [156][380/1253] lr: 1.012e-01, eta: 1 day, 18:23:47, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.4560, top5_acc: 0.6893, loss_cls: 2.4395, loss: 2.4395, grad_norm: 1.9221 2020-07-19 15:08:21,422 - mmaction - INFO - Epoch [156][400/1253] lr: 1.012e-01, eta: 1 day, 18:23:20, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4542, top5_acc: 0.6841, loss_cls: 2.4612, loss: 2.4612, grad_norm: 1.8977 2020-07-19 15:08:42,605 - mmaction - INFO - Epoch [156][420/1253] lr: 1.012e-01, eta: 1 day, 18:22:52, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4435, top5_acc: 0.6828, loss_cls: 2.5112, loss: 2.5112, grad_norm: 1.9498 2020-07-19 15:09:03,929 - mmaction - INFO - Epoch [156][440/1253] lr: 1.012e-01, eta: 1 day, 18:22:25, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4297, top5_acc: 0.6943, loss_cls: 2.4620, loss: 2.4620, grad_norm: 1.9572 2020-07-19 15:09:25,611 - mmaction - INFO - Epoch [156][460/1253] lr: 1.012e-01, eta: 1 day, 18:21:58, time: 1.084, data_time: 0.002, memory: 9059, top1_acc: 0.4495, top5_acc: 0.6958, loss_cls: 2.4407, loss: 2.4407, grad_norm: 1.9196 2020-07-19 15:09:47,371 - mmaction - INFO - Epoch [156][480/1253] lr: 1.012e-01, eta: 1 day, 18:21:32, time: 1.088, data_time: 0.002, memory: 9059, top1_acc: 0.4385, top5_acc: 0.6961, loss_cls: 2.4360, loss: 2.4360, grad_norm: 1.9593 2020-07-19 15:10:08,805 - mmaction - INFO - Epoch [156][500/1253] lr: 1.012e-01, eta: 1 day, 18:21:05, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4523, top5_acc: 0.6982, loss_cls: 2.4517, loss: 2.4517, grad_norm: 1.9404 2020-07-19 15:10:30,288 - mmaction - INFO - Epoch [156][520/1253] lr: 1.012e-01, eta: 1 day, 18:20:38, time: 1.076, data_time: 0.003, memory: 9059, top1_acc: 0.4396, top5_acc: 0.6753, loss_cls: 2.5273, loss: 2.5273, grad_norm: 1.9358 2020-07-19 15:10:51,722 - mmaction - INFO - Epoch [156][540/1253] lr: 1.012e-01, eta: 1 day, 18:20:11, time: 1.071, data_time: 0.001, memory: 9059, top1_acc: 0.4406, top5_acc: 0.6966, loss_cls: 2.4702, loss: 2.4702, grad_norm: 1.9390 2020-07-19 15:11:13,448 - mmaction - INFO - Epoch [156][560/1253] lr: 1.012e-01, eta: 1 day, 18:19:44, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.4495, top5_acc: 0.6839, loss_cls: 2.4412, loss: 2.4412, grad_norm: 1.9328 2020-07-19 15:11:34,794 - mmaction - INFO - Epoch [156][580/1253] lr: 1.012e-01, eta: 1 day, 18:19:17, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4357, top5_acc: 0.6885, loss_cls: 2.4526, loss: 2.4526, grad_norm: 1.9736 2020-07-19 15:11:56,012 - mmaction - INFO - Epoch [156][600/1253] lr: 1.012e-01, eta: 1 day, 18:18:50, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4414, top5_acc: 0.6844, loss_cls: 2.4952, loss: 2.4952, grad_norm: 1.9703 2020-07-19 15:12:17,822 - mmaction - INFO - Epoch [156][620/1253] lr: 1.012e-01, eta: 1 day, 18:18:23, time: 1.091, data_time: 0.002, memory: 9059, top1_acc: 0.4299, top5_acc: 0.6779, loss_cls: 2.5391, loss: 2.5391, grad_norm: 1.9753 2020-07-19 15:12:39,028 - mmaction - INFO - Epoch [156][640/1253] lr: 1.012e-01, eta: 1 day, 18:17:56, time: 1.059, data_time: 0.001, memory: 9059, top1_acc: 0.4404, top5_acc: 0.6914, loss_cls: 2.4958, loss: 2.4958, grad_norm: 1.9432 2020-07-19 15:13:00,326 - mmaction - INFO - Epoch [156][660/1253] lr: 1.012e-01, eta: 1 day, 18:17:29, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4367, top5_acc: 0.6815, loss_cls: 2.5130, loss: 2.5130, grad_norm: 1.9774 2020-07-19 15:13:21,568 - mmaction - INFO - Epoch [156][680/1253] lr: 1.012e-01, eta: 1 day, 18:17:02, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4336, top5_acc: 0.6750, loss_cls: 2.5207, loss: 2.5207, grad_norm: 1.8892 2020-07-19 15:13:42,927 - mmaction - INFO - Epoch [156][700/1253] lr: 1.012e-01, eta: 1 day, 18:16:35, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4458, top5_acc: 0.6984, loss_cls: 2.4200, loss: 2.4200, grad_norm: 1.9122 2020-07-19 15:14:04,237 - mmaction - INFO - Epoch [156][720/1253] lr: 1.012e-01, eta: 1 day, 18:16:08, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4417, top5_acc: 0.6818, loss_cls: 2.4726, loss: 2.4726, grad_norm: 1.9688 2020-07-19 15:14:25,718 - mmaction - INFO - Epoch [156][740/1253] lr: 1.012e-01, eta: 1 day, 18:15:41, time: 1.074, data_time: 0.001, memory: 9059, top1_acc: 0.4349, top5_acc: 0.6883, loss_cls: 2.4957, loss: 2.4957, grad_norm: 1.9223 2020-07-19 15:14:47,034 - mmaction - INFO - Epoch [156][760/1253] lr: 1.012e-01, eta: 1 day, 18:15:14, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4370, top5_acc: 0.6945, loss_cls: 2.4512, loss: 2.4512, grad_norm: 1.9609 2020-07-19 15:15:08,210 - mmaction - INFO - Epoch [156][780/1253] lr: 1.012e-01, eta: 1 day, 18:14:47, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4456, top5_acc: 0.6836, loss_cls: 2.4966, loss: 2.4966, grad_norm: 1.9461 2020-07-19 15:15:29,503 - mmaction - INFO - Epoch [156][800/1253] lr: 1.012e-01, eta: 1 day, 18:14:19, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4258, top5_acc: 0.6792, loss_cls: 2.5423, loss: 2.5423, grad_norm: 1.9325 2020-07-19 15:15:51,017 - mmaction - INFO - Epoch [156][820/1253] lr: 1.012e-01, eta: 1 day, 18:13:53, time: 1.075, data_time: 0.001, memory: 9059, top1_acc: 0.4419, top5_acc: 0.6872, loss_cls: 2.4813, loss: 2.4813, grad_norm: 1.8887 2020-07-19 15:16:12,365 - mmaction - INFO - Epoch [156][840/1253] lr: 1.012e-01, eta: 1 day, 18:13:26, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4620, top5_acc: 0.7005, loss_cls: 2.3830, loss: 2.3830, grad_norm: 1.9592 2020-07-19 15:16:33,589 - mmaction - INFO - Epoch [156][860/1253] lr: 1.012e-01, eta: 1 day, 18:12:58, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4349, top5_acc: 0.6820, loss_cls: 2.4949, loss: 2.4949, grad_norm: 1.9784 2020-07-19 15:16:54,875 - mmaction - INFO - Epoch [156][880/1253] lr: 1.012e-01, eta: 1 day, 18:12:31, time: 1.067, data_time: 0.004, memory: 9059, top1_acc: 0.4258, top5_acc: 0.6799, loss_cls: 2.5280, loss: 2.5280, grad_norm: 1.9368 2020-07-19 15:17:16,128 - mmaction - INFO - Epoch [156][900/1253] lr: 1.012e-01, eta: 1 day, 18:12:04, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4500, top5_acc: 0.6917, loss_cls: 2.4791, loss: 2.4791, grad_norm: 1.9307 2020-07-19 15:17:37,812 - mmaction - INFO - Epoch [156][920/1253] lr: 1.012e-01, eta: 1 day, 18:11:37, time: 1.084, data_time: 0.001, memory: 9059, top1_acc: 0.4484, top5_acc: 0.6953, loss_cls: 2.4575, loss: 2.4575, grad_norm: 1.9652 2020-07-19 15:17:59,056 - mmaction - INFO - Epoch [156][940/1253] lr: 1.012e-01, eta: 1 day, 18:11:10, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4443, top5_acc: 0.6940, loss_cls: 2.4638, loss: 2.4638, grad_norm: 1.9558 2020-07-19 15:18:20,433 - mmaction - INFO - Epoch [156][960/1253] lr: 1.012e-01, eta: 1 day, 18:10:43, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.4477, top5_acc: 0.6969, loss_cls: 2.4289, loss: 2.4289, grad_norm: 1.9681 2020-07-19 15:18:41,796 - mmaction - INFO - Epoch [156][980/1253] lr: 1.012e-01, eta: 1 day, 18:10:16, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4393, top5_acc: 0.6885, loss_cls: 2.4730, loss: 2.4730, grad_norm: 1.9638 2020-07-19 15:19:03,161 - mmaction - INFO - Epoch [156][1000/1253] lr: 1.012e-01, eta: 1 day, 18:09:49, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4430, top5_acc: 0.6948, loss_cls: 2.4719, loss: 2.4719, grad_norm: 1.9497 2020-07-19 15:19:24,701 - mmaction - INFO - Epoch [156][1020/1253] lr: 1.012e-01, eta: 1 day, 18:09:23, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.4383, top5_acc: 0.6771, loss_cls: 2.5026, loss: 2.5026, grad_norm: 1.9332 2020-07-19 15:19:46,152 - mmaction - INFO - Epoch [156][1040/1253] lr: 1.012e-01, eta: 1 day, 18:08:56, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4404, top5_acc: 0.6870, loss_cls: 2.4703, loss: 2.4703, grad_norm: 1.9660 2020-07-19 15:20:07,394 - mmaction - INFO - Epoch [156][1060/1253] lr: 1.012e-01, eta: 1 day, 18:08:28, time: 1.064, data_time: 0.004, memory: 9059, top1_acc: 0.4409, top5_acc: 0.6760, loss_cls: 2.5402, loss: 2.5402, grad_norm: 1.9391 2020-07-19 15:20:28,760 - mmaction - INFO - Epoch [156][1080/1253] lr: 1.012e-01, eta: 1 day, 18:08:01, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4221, top5_acc: 0.6779, loss_cls: 2.5319, loss: 2.5319, grad_norm: 1.9708 2020-07-19 15:20:50,142 - mmaction - INFO - Epoch [156][1100/1253] lr: 1.012e-01, eta: 1 day, 18:07:34, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.4328, top5_acc: 0.6773, loss_cls: 2.5514, loss: 2.5514, grad_norm: 1.9150 2020-07-19 15:21:11,832 - mmaction - INFO - Epoch [156][1120/1253] lr: 1.012e-01, eta: 1 day, 18:07:08, time: 1.084, data_time: 0.002, memory: 9059, top1_acc: 0.4411, top5_acc: 0.6940, loss_cls: 2.4536, loss: 2.4536, grad_norm: 1.9367 2020-07-19 15:21:33,088 - mmaction - INFO - Epoch [156][1140/1253] lr: 1.012e-01, eta: 1 day, 18:06:41, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4331, top5_acc: 0.6828, loss_cls: 2.5041, loss: 2.5041, grad_norm: 1.9977 2020-07-19 15:21:54,383 - mmaction - INFO - Epoch [156][1160/1253] lr: 1.012e-01, eta: 1 day, 18:06:14, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4443, top5_acc: 0.6911, loss_cls: 2.5061, loss: 2.5061, grad_norm: 1.9558 2020-07-19 15:22:16,391 - mmaction - INFO - Epoch [156][1180/1253] lr: 1.012e-01, eta: 1 day, 18:05:47, time: 1.100, data_time: 0.002, memory: 9059, top1_acc: 0.4422, top5_acc: 0.6755, loss_cls: 2.5337, loss: 2.5337, grad_norm: 1.9459 2020-07-19 15:22:37,718 - mmaction - INFO - Epoch [156][1200/1253] lr: 1.012e-01, eta: 1 day, 18:05:20, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4458, top5_acc: 0.6982, loss_cls: 2.4545, loss: 2.4545, grad_norm: 1.8799 2020-07-19 15:22:59,013 - mmaction - INFO - Epoch [156][1220/1253] lr: 1.012e-01, eta: 1 day, 18:04:53, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4471, top5_acc: 0.6919, loss_cls: 2.4592, loss: 2.4592, grad_norm: 1.9247 2020-07-19 15:23:20,636 - mmaction - INFO - Epoch [156][1240/1253] lr: 1.012e-01, eta: 1 day, 18:04:26, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.4367, top5_acc: 0.6792, loss_cls: 2.5141, loss: 2.5141, grad_norm: 1.9625 2020-07-19 15:23:42,107 - mmaction - INFO - Saving checkpoint at 156 epochs 2020-07-19 15:26:36,082 - mmaction - INFO - Epoch [157][20/1253] lr: 9.947e-02, eta: 1 day, 18:05:59, time: 8.610, data_time: 7.307, memory: 9059, top1_acc: 0.4490, top5_acc: 0.6836, loss_cls: 2.4829, loss: 2.4829, grad_norm: 1.9263 2020-07-19 15:26:58,325 - mmaction - INFO - Epoch [157][40/1253] lr: 9.947e-02, eta: 1 day, 18:05:33, time: 1.110, data_time: 0.001, memory: 9059, top1_acc: 0.4430, top5_acc: 0.6927, loss_cls: 2.4264, loss: 2.4264, grad_norm: 1.9009 2020-07-19 15:27:20,084 - mmaction - INFO - Epoch [157][60/1253] lr: 9.947e-02, eta: 1 day, 18:05:06, time: 1.089, data_time: 0.003, memory: 9059, top1_acc: 0.4466, top5_acc: 0.6906, loss_cls: 2.4489, loss: 2.4489, grad_norm: 1.9819 2020-07-19 15:27:41,753 - mmaction - INFO - Epoch [157][80/1253] lr: 9.947e-02, eta: 1 day, 18:04:39, time: 1.084, data_time: 0.002, memory: 9059, top1_acc: 0.4531, top5_acc: 0.6810, loss_cls: 2.4767, loss: 2.4767, grad_norm: 1.9332 2020-07-19 15:28:03,066 - mmaction - INFO - Epoch [157][100/1253] lr: 9.947e-02, eta: 1 day, 18:04:12, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4477, top5_acc: 0.6898, loss_cls: 2.4518, loss: 2.4518, grad_norm: 1.9425 2020-07-19 15:28:24,593 - mmaction - INFO - Epoch [157][120/1253] lr: 9.947e-02, eta: 1 day, 18:03:45, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.4406, top5_acc: 0.6930, loss_cls: 2.4417, loss: 2.4417, grad_norm: 1.9196 2020-07-19 15:28:46,057 - mmaction - INFO - Epoch [157][140/1253] lr: 9.947e-02, eta: 1 day, 18:03:19, time: 1.074, data_time: 0.003, memory: 9059, top1_acc: 0.4617, top5_acc: 0.6974, loss_cls: 2.4145, loss: 2.4145, grad_norm: 1.9125 2020-07-19 15:29:07,181 - mmaction - INFO - Epoch [157][160/1253] lr: 9.947e-02, eta: 1 day, 18:02:51, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.4477, top5_acc: 0.6943, loss_cls: 2.4508, loss: 2.4508, grad_norm: 1.9662 2020-07-19 15:29:28,650 - mmaction - INFO - Epoch [157][180/1253] lr: 9.947e-02, eta: 1 day, 18:02:24, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4432, top5_acc: 0.6883, loss_cls: 2.4962, loss: 2.4962, grad_norm: 1.9631 2020-07-19 15:29:50,505 - mmaction - INFO - Epoch [157][200/1253] lr: 9.947e-02, eta: 1 day, 18:01:58, time: 1.094, data_time: 0.003, memory: 9059, top1_acc: 0.4432, top5_acc: 0.6872, loss_cls: 2.4882, loss: 2.4882, grad_norm: 1.9031 2020-07-19 15:30:12,771 - mmaction - INFO - Epoch [157][220/1253] lr: 9.947e-02, eta: 1 day, 18:01:32, time: 1.113, data_time: 0.001, memory: 9059, top1_acc: 0.4477, top5_acc: 0.6898, loss_cls: 2.4591, loss: 2.4591, grad_norm: 1.9596 2020-07-19 15:30:34,225 - mmaction - INFO - Epoch [157][240/1253] lr: 9.947e-02, eta: 1 day, 18:01:05, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.4490, top5_acc: 0.6935, loss_cls: 2.4274, loss: 2.4274, grad_norm: 1.9128 2020-07-19 15:30:55,463 - mmaction - INFO - Epoch [157][260/1253] lr: 9.947e-02, eta: 1 day, 18:00:38, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4438, top5_acc: 0.6930, loss_cls: 2.4350, loss: 2.4350, grad_norm: 1.9414 2020-07-19 15:31:16,819 - mmaction - INFO - Epoch [157][280/1253] lr: 9.947e-02, eta: 1 day, 18:00:11, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4672, top5_acc: 0.7026, loss_cls: 2.3626, loss: 2.3626, grad_norm: 1.9404 2020-07-19 15:31:39,329 - mmaction - INFO - Epoch [157][300/1253] lr: 9.947e-02, eta: 1 day, 17:59:45, time: 1.123, data_time: 0.002, memory: 9059, top1_acc: 0.4417, top5_acc: 0.6870, loss_cls: 2.4907, loss: 2.4907, grad_norm: 2.0160 2020-07-19 15:32:00,675 - mmaction - INFO - Epoch [157][320/1253] lr: 9.947e-02, eta: 1 day, 17:59:18, time: 1.070, data_time: 0.004, memory: 9059, top1_acc: 0.4448, top5_acc: 0.6794, loss_cls: 2.5052, loss: 2.5052, grad_norm: 1.9294 2020-07-19 15:32:22,008 - mmaction - INFO - Epoch [157][340/1253] lr: 9.947e-02, eta: 1 day, 17:58:51, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4451, top5_acc: 0.6924, loss_cls: 2.4473, loss: 2.4473, grad_norm: 1.9455 2020-07-19 15:32:43,414 - mmaction - INFO - Epoch [157][360/1253] lr: 9.947e-02, eta: 1 day, 17:58:24, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4479, top5_acc: 0.6893, loss_cls: 2.4753, loss: 2.4753, grad_norm: 1.9640 2020-07-19 15:33:04,640 - mmaction - INFO - Epoch [157][380/1253] lr: 9.947e-02, eta: 1 day, 17:57:57, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4375, top5_acc: 0.6880, loss_cls: 2.4784, loss: 2.4784, grad_norm: 1.9386 2020-07-19 15:33:25,977 - mmaction - INFO - Epoch [157][400/1253] lr: 9.947e-02, eta: 1 day, 17:57:30, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4404, top5_acc: 0.6794, loss_cls: 2.4930, loss: 2.4930, grad_norm: 1.9398 2020-07-19 15:33:47,325 - mmaction - INFO - Epoch [157][420/1253] lr: 9.947e-02, eta: 1 day, 17:57:03, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4331, top5_acc: 0.6833, loss_cls: 2.5216, loss: 2.5216, grad_norm: 1.9883 2020-07-19 15:34:08,720 - mmaction - INFO - Epoch [157][440/1253] lr: 9.947e-02, eta: 1 day, 17:56:36, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4331, top5_acc: 0.6792, loss_cls: 2.4991, loss: 2.4991, grad_norm: 1.9486 2020-07-19 15:34:30,147 - mmaction - INFO - Epoch [157][460/1253] lr: 9.947e-02, eta: 1 day, 17:56:09, time: 1.073, data_time: 0.004, memory: 9059, top1_acc: 0.4560, top5_acc: 0.6964, loss_cls: 2.4680, loss: 2.4680, grad_norm: 1.9843 2020-07-19 15:34:51,504 - mmaction - INFO - Epoch [157][480/1253] lr: 9.947e-02, eta: 1 day, 17:55:42, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4346, top5_acc: 0.6885, loss_cls: 2.4800, loss: 2.4800, grad_norm: 1.9757 2020-07-19 15:35:12,908 - mmaction - INFO - Epoch [157][500/1253] lr: 9.947e-02, eta: 1 day, 17:55:15, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4547, top5_acc: 0.6966, loss_cls: 2.4038, loss: 2.4038, grad_norm: 1.9304 2020-07-19 15:35:34,448 - mmaction - INFO - Epoch [157][520/1253] lr: 9.947e-02, eta: 1 day, 17:54:48, time: 1.078, data_time: 0.003, memory: 9059, top1_acc: 0.4396, top5_acc: 0.6818, loss_cls: 2.4724, loss: 2.4724, grad_norm: 1.9568 2020-07-19 15:35:55,788 - mmaction - INFO - Epoch [157][540/1253] lr: 9.947e-02, eta: 1 day, 17:54:21, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4250, top5_acc: 0.6857, loss_cls: 2.5201, loss: 2.5201, grad_norm: 1.9630 2020-07-19 15:36:17,118 - mmaction - INFO - Epoch [157][560/1253] lr: 9.947e-02, eta: 1 day, 17:53:54, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4286, top5_acc: 0.6891, loss_cls: 2.5071, loss: 2.5071, grad_norm: 2.0014 2020-07-19 15:36:38,515 - mmaction - INFO - Epoch [157][580/1253] lr: 9.947e-02, eta: 1 day, 17:53:27, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4354, top5_acc: 0.6849, loss_cls: 2.5101, loss: 2.5101, grad_norm: 1.9758 2020-07-19 15:36:59,672 - mmaction - INFO - Epoch [157][600/1253] lr: 9.947e-02, eta: 1 day, 17:53:00, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.4424, top5_acc: 0.6810, loss_cls: 2.4848, loss: 2.4848, grad_norm: 1.9487 2020-07-19 15:37:21,373 - mmaction - INFO - Epoch [157][620/1253] lr: 9.947e-02, eta: 1 day, 17:52:33, time: 1.085, data_time: 0.002, memory: 9059, top1_acc: 0.4341, top5_acc: 0.6909, loss_cls: 2.4661, loss: 2.4661, grad_norm: 1.9476 2020-07-19 15:37:42,672 - mmaction - INFO - Epoch [157][640/1253] lr: 9.947e-02, eta: 1 day, 17:52:06, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4372, top5_acc: 0.6872, loss_cls: 2.4971, loss: 2.4971, grad_norm: 1.9495 2020-07-19 15:38:04,079 - mmaction - INFO - Epoch [157][660/1253] lr: 9.947e-02, eta: 1 day, 17:51:39, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4383, top5_acc: 0.6833, loss_cls: 2.5014, loss: 2.5014, grad_norm: 1.9509 2020-07-19 15:38:25,631 - mmaction - INFO - Epoch [157][680/1253] lr: 9.947e-02, eta: 1 day, 17:51:12, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.4255, top5_acc: 0.6852, loss_cls: 2.4818, loss: 2.4818, grad_norm: 2.0032 2020-07-19 15:38:47,029 - mmaction - INFO - Epoch [157][700/1253] lr: 9.947e-02, eta: 1 day, 17:50:46, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4523, top5_acc: 0.6870, loss_cls: 2.4798, loss: 2.4798, grad_norm: 1.9436 2020-07-19 15:39:08,370 - mmaction - INFO - Epoch [157][720/1253] lr: 9.947e-02, eta: 1 day, 17:50:19, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4555, top5_acc: 0.6995, loss_cls: 2.4131, loss: 2.4131, grad_norm: 1.9512 2020-07-19 15:39:29,738 - mmaction - INFO - Epoch [157][740/1253] lr: 9.947e-02, eta: 1 day, 17:49:52, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.4477, top5_acc: 0.6896, loss_cls: 2.4755, loss: 2.4755, grad_norm: 1.9891 2020-07-19 15:39:51,187 - mmaction - INFO - Epoch [157][760/1253] lr: 9.947e-02, eta: 1 day, 17:49:25, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4409, top5_acc: 0.6805, loss_cls: 2.4963, loss: 2.4963, grad_norm: 1.9524 2020-07-19 15:40:12,397 - mmaction - INFO - Epoch [157][780/1253] lr: 9.947e-02, eta: 1 day, 17:48:58, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4443, top5_acc: 0.6896, loss_cls: 2.4622, loss: 2.4622, grad_norm: 1.9322 2020-07-19 15:40:33,707 - mmaction - INFO - Epoch [157][800/1253] lr: 9.947e-02, eta: 1 day, 17:48:31, time: 1.067, data_time: 0.004, memory: 9059, top1_acc: 0.4378, top5_acc: 0.6760, loss_cls: 2.5052, loss: 2.5052, grad_norm: 1.9202 2020-07-19 15:40:55,118 - mmaction - INFO - Epoch [157][820/1253] lr: 9.947e-02, eta: 1 day, 17:48:04, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4464, top5_acc: 0.6786, loss_cls: 2.5058, loss: 2.5058, grad_norm: 1.9385 2020-07-19 15:41:16,436 - mmaction - INFO - Epoch [157][840/1253] lr: 9.947e-02, eta: 1 day, 17:47:37, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4424, top5_acc: 0.6919, loss_cls: 2.4655, loss: 2.4655, grad_norm: 1.9633 2020-07-19 15:41:38,037 - mmaction - INFO - Epoch [157][860/1253] lr: 9.947e-02, eta: 1 day, 17:47:10, time: 1.079, data_time: 0.006, memory: 9059, top1_acc: 0.4490, top5_acc: 0.7055, loss_cls: 2.4161, loss: 2.4161, grad_norm: 1.9972 2020-07-19 15:41:59,566 - mmaction - INFO - Epoch [157][880/1253] lr: 9.947e-02, eta: 1 day, 17:46:43, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.4484, top5_acc: 0.7026, loss_cls: 2.4053, loss: 2.4053, grad_norm: 1.9832 2020-07-19 15:42:20,885 - mmaction - INFO - Epoch [157][900/1253] lr: 9.947e-02, eta: 1 day, 17:46:16, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4393, top5_acc: 0.6852, loss_cls: 2.4848, loss: 2.4848, grad_norm: 1.9505 2020-07-19 15:42:42,246 - mmaction - INFO - Epoch [157][920/1253] lr: 9.947e-02, eta: 1 day, 17:45:49, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.4443, top5_acc: 0.6898, loss_cls: 2.4556, loss: 2.4556, grad_norm: 1.9894 2020-07-19 15:43:03,734 - mmaction - INFO - Epoch [157][940/1253] lr: 9.947e-02, eta: 1 day, 17:45:22, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4424, top5_acc: 0.6828, loss_cls: 2.5132, loss: 2.5132, grad_norm: 2.0057 2020-07-19 15:43:25,155 - mmaction - INFO - Epoch [157][960/1253] lr: 9.947e-02, eta: 1 day, 17:44:55, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4495, top5_acc: 0.6932, loss_cls: 2.4533, loss: 2.4533, grad_norm: 1.9473 2020-07-19 15:43:46,818 - mmaction - INFO - Epoch [157][980/1253] lr: 9.947e-02, eta: 1 day, 17:44:29, time: 1.084, data_time: 0.003, memory: 9059, top1_acc: 0.4688, top5_acc: 0.7102, loss_cls: 2.3919, loss: 2.3919, grad_norm: 1.9493 2020-07-19 15:44:08,082 - mmaction - INFO - Epoch [157][1000/1253] lr: 9.947e-02, eta: 1 day, 17:44:02, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4339, top5_acc: 0.6740, loss_cls: 2.5560, loss: 2.5560, grad_norm: 1.9408 2020-07-19 15:44:29,436 - mmaction - INFO - Epoch [157][1020/1253] lr: 9.947e-02, eta: 1 day, 17:43:35, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4391, top5_acc: 0.6833, loss_cls: 2.4794, loss: 2.4794, grad_norm: 1.9246 2020-07-19 15:44:50,748 - mmaction - INFO - Epoch [157][1040/1253] lr: 9.947e-02, eta: 1 day, 17:43:08, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4471, top5_acc: 0.6974, loss_cls: 2.4612, loss: 2.4612, grad_norm: 1.9650 2020-07-19 15:45:12,012 - mmaction - INFO - Epoch [157][1060/1253] lr: 9.947e-02, eta: 1 day, 17:42:41, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4401, top5_acc: 0.6839, loss_cls: 2.5154, loss: 2.5154, grad_norm: 1.9908 2020-07-19 15:45:33,465 - mmaction - INFO - Epoch [157][1080/1253] lr: 9.947e-02, eta: 1 day, 17:42:14, time: 1.072, data_time: 0.001, memory: 9059, top1_acc: 0.4388, top5_acc: 0.6831, loss_cls: 2.5067, loss: 2.5067, grad_norm: 1.9676 2020-07-19 15:45:55,280 - mmaction - INFO - Epoch [157][1100/1253] lr: 9.947e-02, eta: 1 day, 17:41:47, time: 1.090, data_time: 0.002, memory: 9059, top1_acc: 0.4383, top5_acc: 0.6896, loss_cls: 2.4748, loss: 2.4748, grad_norm: 1.9417 2020-07-19 15:46:17,000 - mmaction - INFO - Epoch [157][1120/1253] lr: 9.947e-02, eta: 1 day, 17:41:21, time: 1.087, data_time: 0.003, memory: 9059, top1_acc: 0.4422, top5_acc: 0.6818, loss_cls: 2.4670, loss: 2.4670, grad_norm: 1.9650 2020-07-19 15:46:40,181 - mmaction - INFO - Epoch [157][1140/1253] lr: 9.947e-02, eta: 1 day, 17:40:56, time: 1.146, data_time: 0.018, memory: 9059, top1_acc: 0.4495, top5_acc: 0.6971, loss_cls: 2.4665, loss: 2.4665, grad_norm: 1.9440 2020-07-19 15:47:02,394 - mmaction - INFO - Epoch [157][1160/1253] lr: 9.947e-02, eta: 1 day, 17:40:30, time: 1.124, data_time: 0.028, memory: 9059, top1_acc: 0.4555, top5_acc: 0.7013, loss_cls: 2.4106, loss: 2.4106, grad_norm: 1.9707 2020-07-19 15:47:23,806 - mmaction - INFO - Epoch [157][1180/1253] lr: 9.947e-02, eta: 1 day, 17:40:03, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4419, top5_acc: 0.6846, loss_cls: 2.4802, loss: 2.4802, grad_norm: 1.9793 2020-07-19 15:47:45,043 - mmaction - INFO - Epoch [157][1200/1253] lr: 9.947e-02, eta: 1 day, 17:39:36, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4367, top5_acc: 0.6841, loss_cls: 2.5066, loss: 2.5066, grad_norm: 1.9437 2020-07-19 15:48:06,355 - mmaction - INFO - Epoch [157][1220/1253] lr: 9.947e-02, eta: 1 day, 17:39:09, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4401, top5_acc: 0.6883, loss_cls: 2.4879, loss: 2.4879, grad_norm: 1.9231 2020-07-19 15:48:27,607 - mmaction - INFO - Epoch [157][1240/1253] lr: 9.947e-02, eta: 1 day, 17:38:42, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4443, top5_acc: 0.6984, loss_cls: 2.4667, loss: 2.4667, grad_norm: 1.9698 2020-07-19 15:51:35,253 - mmaction - INFO - Epoch [158][20/1253] lr: 9.774e-02, eta: 1 day, 17:40:08, time: 8.428, data_time: 7.346, memory: 9059, top1_acc: 0.4508, top5_acc: 0.6888, loss_cls: 2.4330, loss: 2.4330, grad_norm: 1.9281 2020-07-19 15:51:56,547 - mmaction - INFO - Epoch [158][40/1253] lr: 9.774e-02, eta: 1 day, 17:39:41, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4398, top5_acc: 0.6914, loss_cls: 2.4797, loss: 2.4797, grad_norm: 1.9490 2020-07-19 15:52:17,954 - mmaction - INFO - Epoch [158][60/1253] lr: 9.774e-02, eta: 1 day, 17:39:14, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4555, top5_acc: 0.6961, loss_cls: 2.4361, loss: 2.4361, grad_norm: 1.9383 2020-07-19 15:52:39,221 - mmaction - INFO - Epoch [158][80/1253] lr: 9.774e-02, eta: 1 day, 17:38:47, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4461, top5_acc: 0.6932, loss_cls: 2.4440, loss: 2.4440, grad_norm: 1.9883 2020-07-19 15:53:00,474 - mmaction - INFO - Epoch [158][100/1253] lr: 9.774e-02, eta: 1 day, 17:38:20, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4633, top5_acc: 0.6938, loss_cls: 2.3899, loss: 2.3899, grad_norm: 1.9578 2020-07-19 15:53:21,707 - mmaction - INFO - Epoch [158][120/1253] lr: 9.774e-02, eta: 1 day, 17:37:53, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4563, top5_acc: 0.7096, loss_cls: 2.4094, loss: 2.4094, grad_norm: 1.9581 2020-07-19 15:53:43,263 - mmaction - INFO - Epoch [158][140/1253] lr: 9.774e-02, eta: 1 day, 17:37:26, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.4513, top5_acc: 0.6924, loss_cls: 2.4057, loss: 2.4057, grad_norm: 2.0256 2020-07-19 15:54:04,708 - mmaction - INFO - Epoch [158][160/1253] lr: 9.774e-02, eta: 1 day, 17:36:59, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4292, top5_acc: 0.6820, loss_cls: 2.5205, loss: 2.5205, grad_norm: 1.9878 2020-07-19 15:54:26,090 - mmaction - INFO - Epoch [158][180/1253] lr: 9.774e-02, eta: 1 day, 17:36:32, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4344, top5_acc: 0.6760, loss_cls: 2.5261, loss: 2.5261, grad_norm: 1.9800 2020-07-19 15:54:47,286 - mmaction - INFO - Epoch [158][200/1253] lr: 9.774e-02, eta: 1 day, 17:36:05, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4333, top5_acc: 0.6823, loss_cls: 2.4820, loss: 2.4820, grad_norm: 1.9688 2020-07-19 15:55:08,488 - mmaction - INFO - Epoch [158][220/1253] lr: 9.774e-02, eta: 1 day, 17:35:38, time: 1.060, data_time: 0.003, memory: 9059, top1_acc: 0.4359, top5_acc: 0.6805, loss_cls: 2.4852, loss: 2.4852, grad_norm: 2.0154 2020-07-19 15:55:29,657 - mmaction - INFO - Epoch [158][240/1253] lr: 9.774e-02, eta: 1 day, 17:35:11, time: 1.059, data_time: 0.003, memory: 9059, top1_acc: 0.4458, top5_acc: 0.6906, loss_cls: 2.4620, loss: 2.4620, grad_norm: 1.9993 2020-07-19 15:55:50,929 - mmaction - INFO - Epoch [158][260/1253] lr: 9.774e-02, eta: 1 day, 17:34:44, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4453, top5_acc: 0.6880, loss_cls: 2.4657, loss: 2.4657, grad_norm: 1.9879 2020-07-19 15:56:12,129 - mmaction - INFO - Epoch [158][280/1253] lr: 9.774e-02, eta: 1 day, 17:34:17, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.4594, top5_acc: 0.7021, loss_cls: 2.3944, loss: 2.3944, grad_norm: 1.9293 2020-07-19 15:56:33,347 - mmaction - INFO - Epoch [158][300/1253] lr: 9.774e-02, eta: 1 day, 17:33:50, time: 1.061, data_time: 0.001, memory: 9059, top1_acc: 0.4419, top5_acc: 0.6938, loss_cls: 2.4553, loss: 2.4553, grad_norm: 2.0003 2020-07-19 15:56:54,872 - mmaction - INFO - Epoch [158][320/1253] lr: 9.774e-02, eta: 1 day, 17:33:23, time: 1.075, data_time: 0.001, memory: 9059, top1_acc: 0.4479, top5_acc: 0.6885, loss_cls: 2.4306, loss: 2.4306, grad_norm: 1.9426 2020-07-19 15:57:16,284 - mmaction - INFO - Epoch [158][340/1253] lr: 9.774e-02, eta: 1 day, 17:32:56, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4591, top5_acc: 0.6966, loss_cls: 2.4366, loss: 2.4366, grad_norm: 1.9457 2020-07-19 15:57:37,601 - mmaction - INFO - Epoch [158][360/1253] lr: 9.774e-02, eta: 1 day, 17:32:29, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4497, top5_acc: 0.6992, loss_cls: 2.4476, loss: 2.4476, grad_norm: 2.0294 2020-07-19 15:57:58,894 - mmaction - INFO - Epoch [158][380/1253] lr: 9.774e-02, eta: 1 day, 17:32:02, time: 1.065, data_time: 0.004, memory: 9059, top1_acc: 0.4513, top5_acc: 0.6995, loss_cls: 2.4294, loss: 2.4294, grad_norm: 1.9442 2020-07-19 15:58:20,179 - mmaction - INFO - Epoch [158][400/1253] lr: 9.774e-02, eta: 1 day, 17:31:35, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4302, top5_acc: 0.6833, loss_cls: 2.5068, loss: 2.5068, grad_norm: 2.0075 2020-07-19 15:58:41,676 - mmaction - INFO - Epoch [158][420/1253] lr: 9.774e-02, eta: 1 day, 17:31:08, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4398, top5_acc: 0.6865, loss_cls: 2.4880, loss: 2.4880, grad_norm: 1.9774 2020-07-19 15:59:03,167 - mmaction - INFO - Epoch [158][440/1253] lr: 9.774e-02, eta: 1 day, 17:30:42, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.4607, top5_acc: 0.7057, loss_cls: 2.3674, loss: 2.3674, grad_norm: 1.9192 2020-07-19 15:59:24,519 - mmaction - INFO - Epoch [158][460/1253] lr: 9.774e-02, eta: 1 day, 17:30:15, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4477, top5_acc: 0.6992, loss_cls: 2.4392, loss: 2.4392, grad_norm: 1.9965 2020-07-19 15:59:45,915 - mmaction - INFO - Epoch [158][480/1253] lr: 9.774e-02, eta: 1 day, 17:29:48, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.4354, top5_acc: 0.6807, loss_cls: 2.4965, loss: 2.4965, grad_norm: 2.0118 2020-07-19 16:00:16,663 - mmaction - INFO - Epoch [158][500/1253] lr: 9.774e-02, eta: 1 day, 17:29:30, time: 1.530, data_time: 0.005, memory: 9059, top1_acc: 0.4570, top5_acc: 0.6951, loss_cls: 2.4020, loss: 2.4020, grad_norm: 1.9506 2020-07-19 16:00:38,434 - mmaction - INFO - Epoch [158][520/1253] lr: 9.774e-02, eta: 1 day, 17:29:03, time: 1.096, data_time: 0.018, memory: 9059, top1_acc: 0.4414, top5_acc: 0.6870, loss_cls: 2.4822, loss: 2.4822, grad_norm: 2.0002 2020-07-19 16:01:00,235 - mmaction - INFO - Epoch [158][540/1253] lr: 9.774e-02, eta: 1 day, 17:28:37, time: 1.092, data_time: 0.016, memory: 9059, top1_acc: 0.4555, top5_acc: 0.6922, loss_cls: 2.4455, loss: 2.4455, grad_norm: 2.0033 2020-07-19 16:01:21,672 - mmaction - INFO - Epoch [158][560/1253] lr: 9.774e-02, eta: 1 day, 17:28:10, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4490, top5_acc: 0.6813, loss_cls: 2.4741, loss: 2.4741, grad_norm: 2.0042 2020-07-19 16:01:43,274 - mmaction - INFO - Epoch [158][580/1253] lr: 9.774e-02, eta: 1 day, 17:27:43, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.4401, top5_acc: 0.6755, loss_cls: 2.5043, loss: 2.5043, grad_norm: 1.9825 2020-07-19 16:02:04,845 - mmaction - INFO - Epoch [158][600/1253] lr: 9.774e-02, eta: 1 day, 17:27:17, time: 1.079, data_time: 0.003, memory: 9059, top1_acc: 0.4406, top5_acc: 0.6880, loss_cls: 2.4660, loss: 2.4660, grad_norm: 1.9686 2020-07-19 16:02:26,103 - mmaction - INFO - Epoch [158][620/1253] lr: 9.774e-02, eta: 1 day, 17:26:50, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4393, top5_acc: 0.6831, loss_cls: 2.4820, loss: 2.4820, grad_norm: 1.9598 2020-07-19 16:02:47,448 - mmaction - INFO - Epoch [158][640/1253] lr: 9.774e-02, eta: 1 day, 17:26:23, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.4422, top5_acc: 0.6927, loss_cls: 2.4847, loss: 2.4847, grad_norm: 1.9748 2020-07-19 16:03:08,825 - mmaction - INFO - Epoch [158][660/1253] lr: 9.774e-02, eta: 1 day, 17:25:56, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.4503, top5_acc: 0.7031, loss_cls: 2.4275, loss: 2.4275, grad_norm: 1.9710 2020-07-19 16:03:30,024 - mmaction - INFO - Epoch [158][680/1253] lr: 9.774e-02, eta: 1 day, 17:25:29, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4398, top5_acc: 0.6852, loss_cls: 2.4950, loss: 2.4950, grad_norm: 1.9955 2020-07-19 16:03:51,596 - mmaction - INFO - Epoch [158][700/1253] lr: 9.774e-02, eta: 1 day, 17:25:02, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.4451, top5_acc: 0.6990, loss_cls: 2.4490, loss: 2.4490, grad_norm: 1.9994 2020-07-19 16:04:13,009 - mmaction - INFO - Epoch [158][720/1253] lr: 9.774e-02, eta: 1 day, 17:24:35, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4398, top5_acc: 0.6852, loss_cls: 2.4806, loss: 2.4806, grad_norm: 1.9329 2020-07-19 16:04:34,315 - mmaction - INFO - Epoch [158][740/1253] lr: 9.774e-02, eta: 1 day, 17:24:08, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4344, top5_acc: 0.6732, loss_cls: 2.5007, loss: 2.5007, grad_norm: 1.9458 2020-07-19 16:04:55,740 - mmaction - INFO - Epoch [158][760/1253] lr: 9.774e-02, eta: 1 day, 17:23:41, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4464, top5_acc: 0.6878, loss_cls: 2.4579, loss: 2.4579, grad_norm: 1.9452 2020-07-19 16:05:17,228 - mmaction - INFO - Epoch [158][780/1253] lr: 9.774e-02, eta: 1 day, 17:23:15, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4398, top5_acc: 0.6964, loss_cls: 2.5000, loss: 2.5000, grad_norm: 1.9508 2020-07-19 16:05:38,428 - mmaction - INFO - Epoch [158][800/1253] lr: 9.774e-02, eta: 1 day, 17:22:48, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4385, top5_acc: 0.6930, loss_cls: 2.4587, loss: 2.4587, grad_norm: 1.9870 2020-07-19 16:06:00,585 - mmaction - INFO - Epoch [158][820/1253] lr: 9.774e-02, eta: 1 day, 17:22:21, time: 1.106, data_time: 0.038, memory: 9059, top1_acc: 0.4419, top5_acc: 0.6810, loss_cls: 2.4783, loss: 2.4783, grad_norm: 2.0009 2020-07-19 16:06:21,983 - mmaction - INFO - Epoch [158][840/1253] lr: 9.774e-02, eta: 1 day, 17:21:55, time: 1.071, data_time: 0.003, memory: 9059, top1_acc: 0.4508, top5_acc: 0.6909, loss_cls: 2.4575, loss: 2.4575, grad_norm: 1.9598 2020-07-19 16:06:43,262 - mmaction - INFO - Epoch [158][860/1253] lr: 9.774e-02, eta: 1 day, 17:21:28, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4349, top5_acc: 0.6833, loss_cls: 2.5100, loss: 2.5100, grad_norm: 1.9648 2020-07-19 16:07:04,852 - mmaction - INFO - Epoch [158][880/1253] lr: 9.774e-02, eta: 1 day, 17:21:01, time: 1.081, data_time: 0.011, memory: 9059, top1_acc: 0.4414, top5_acc: 0.6865, loss_cls: 2.4547, loss: 2.4547, grad_norm: 2.0050 2020-07-19 16:07:26,204 - mmaction - INFO - Epoch [158][900/1253] lr: 9.774e-02, eta: 1 day, 17:20:34, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.4435, top5_acc: 0.6987, loss_cls: 2.4261, loss: 2.4261, grad_norm: 1.9760 2020-07-19 16:07:47,950 - mmaction - INFO - Epoch [158][920/1253] lr: 9.774e-02, eta: 1 day, 17:20:08, time: 1.089, data_time: 0.002, memory: 9059, top1_acc: 0.4453, top5_acc: 0.6857, loss_cls: 2.4976, loss: 2.4976, grad_norm: 1.9761 2020-07-19 16:08:09,287 - mmaction - INFO - Epoch [158][940/1253] lr: 9.774e-02, eta: 1 day, 17:19:41, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.4448, top5_acc: 0.6885, loss_cls: 2.4615, loss: 2.4615, grad_norm: 1.9479 2020-07-19 16:08:30,553 - mmaction - INFO - Epoch [158][960/1253] lr: 9.774e-02, eta: 1 day, 17:19:14, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4482, top5_acc: 0.6969, loss_cls: 2.4721, loss: 2.4721, grad_norm: 1.9672 2020-07-19 16:08:51,882 - mmaction - INFO - Epoch [158][980/1253] lr: 9.774e-02, eta: 1 day, 17:18:47, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4234, top5_acc: 0.6729, loss_cls: 2.5362, loss: 2.5362, grad_norm: 1.9884 2020-07-19 16:09:13,374 - mmaction - INFO - Epoch [158][1000/1253] lr: 9.774e-02, eta: 1 day, 17:18:20, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4372, top5_acc: 0.6914, loss_cls: 2.4679, loss: 2.4679, grad_norm: 1.9941 2020-07-19 16:09:34,615 - mmaction - INFO - Epoch [158][1020/1253] lr: 9.774e-02, eta: 1 day, 17:17:53, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4292, top5_acc: 0.6708, loss_cls: 2.5327, loss: 2.5327, grad_norm: 1.9606 2020-07-19 16:09:56,177 - mmaction - INFO - Epoch [158][1040/1253] lr: 9.774e-02, eta: 1 day, 17:17:26, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.4456, top5_acc: 0.6911, loss_cls: 2.4442, loss: 2.4442, grad_norm: 1.9967 2020-07-19 16:10:17,521 - mmaction - INFO - Epoch [158][1060/1253] lr: 9.774e-02, eta: 1 day, 17:16:59, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4422, top5_acc: 0.6799, loss_cls: 2.4958, loss: 2.4958, grad_norm: 1.9664 2020-07-19 16:10:38,925 - mmaction - INFO - Epoch [158][1080/1253] lr: 9.774e-02, eta: 1 day, 17:16:33, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4508, top5_acc: 0.6974, loss_cls: 2.4413, loss: 2.4413, grad_norm: 1.9515 2020-07-19 16:11:00,320 - mmaction - INFO - Epoch [158][1100/1253] lr: 9.774e-02, eta: 1 day, 17:16:06, time: 1.071, data_time: 0.003, memory: 9059, top1_acc: 0.4414, top5_acc: 0.6943, loss_cls: 2.4210, loss: 2.4210, grad_norm: 1.9368 2020-07-19 16:11:21,586 - mmaction - INFO - Epoch [158][1120/1253] lr: 9.774e-02, eta: 1 day, 17:15:39, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4542, top5_acc: 0.6917, loss_cls: 2.4548, loss: 2.4548, grad_norm: 1.9609 2020-07-19 16:11:43,025 - mmaction - INFO - Epoch [158][1140/1253] lr: 9.774e-02, eta: 1 day, 17:15:12, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4479, top5_acc: 0.6893, loss_cls: 2.4868, loss: 2.4868, grad_norm: 1.9570 2020-07-19 16:12:04,339 - mmaction - INFO - Epoch [158][1160/1253] lr: 9.774e-02, eta: 1 day, 17:14:45, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4383, top5_acc: 0.6836, loss_cls: 2.4983, loss: 2.4983, grad_norm: 1.9896 2020-07-19 16:12:25,659 - mmaction - INFO - Epoch [158][1180/1253] lr: 9.774e-02, eta: 1 day, 17:14:18, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4396, top5_acc: 0.6945, loss_cls: 2.4464, loss: 2.4464, grad_norm: 1.9363 2020-07-19 16:12:46,948 - mmaction - INFO - Epoch [158][1200/1253] lr: 9.774e-02, eta: 1 day, 17:13:51, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4438, top5_acc: 0.6969, loss_cls: 2.4588, loss: 2.4588, grad_norm: 1.9389 2020-07-19 16:13:08,156 - mmaction - INFO - Epoch [158][1220/1253] lr: 9.774e-02, eta: 1 day, 17:13:24, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.4510, top5_acc: 0.6922, loss_cls: 2.4693, loss: 2.4693, grad_norm: 1.9684 2020-07-19 16:13:29,703 - mmaction - INFO - Epoch [158][1240/1253] lr: 9.774e-02, eta: 1 day, 17:12:58, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.4401, top5_acc: 0.6818, loss_cls: 2.4654, loss: 2.4654, grad_norm: 1.9727 2020-07-19 16:17:10,130 - mmaction - INFO - Epoch [159][20/1253] lr: 9.602e-02, eta: 1 day, 17:14:48, time: 9.824, data_time: 8.619, memory: 9059, top1_acc: 0.4536, top5_acc: 0.6943, loss_cls: 2.4215, loss: 2.4215, grad_norm: 1.9876 2020-07-19 16:17:31,417 - mmaction - INFO - Epoch [159][40/1253] lr: 9.602e-02, eta: 1 day, 17:14:21, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4435, top5_acc: 0.6922, loss_cls: 2.4471, loss: 2.4471, grad_norm: 1.9946 2020-07-19 16:17:52,646 - mmaction - INFO - Epoch [159][60/1253] lr: 9.602e-02, eta: 1 day, 17:13:54, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4602, top5_acc: 0.7034, loss_cls: 2.3965, loss: 2.3965, grad_norm: 1.9282 2020-07-19 16:18:14,067 - mmaction - INFO - Epoch [159][80/1253] lr: 9.602e-02, eta: 1 day, 17:13:27, time: 1.071, data_time: 0.001, memory: 9059, top1_acc: 0.4578, top5_acc: 0.6977, loss_cls: 2.4154, loss: 2.4154, grad_norm: 2.0054 2020-07-19 16:18:35,499 - mmaction - INFO - Epoch [159][100/1253] lr: 9.602e-02, eta: 1 day, 17:13:00, time: 1.071, data_time: 0.001, memory: 9059, top1_acc: 0.4497, top5_acc: 0.6935, loss_cls: 2.4415, loss: 2.4415, grad_norm: 1.9785 2020-07-19 16:18:56,920 - mmaction - INFO - Epoch [159][120/1253] lr: 9.602e-02, eta: 1 day, 17:12:34, time: 1.070, data_time: 0.001, memory: 9059, top1_acc: 0.4555, top5_acc: 0.6930, loss_cls: 2.4141, loss: 2.4141, grad_norm: 1.9883 2020-07-19 16:19:18,068 - mmaction - INFO - Epoch [159][140/1253] lr: 9.602e-02, eta: 1 day, 17:12:06, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.4471, top5_acc: 0.6901, loss_cls: 2.4406, loss: 2.4406, grad_norm: 1.9750 2020-07-19 16:19:39,362 - mmaction - INFO - Epoch [159][160/1253] lr: 9.602e-02, eta: 1 day, 17:11:40, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4573, top5_acc: 0.7003, loss_cls: 2.4249, loss: 2.4249, grad_norm: 1.9965 2020-07-19 16:20:00,693 - mmaction - INFO - Epoch [159][180/1253] lr: 9.602e-02, eta: 1 day, 17:11:13, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4461, top5_acc: 0.7005, loss_cls: 2.4195, loss: 2.4195, grad_norm: 2.0281 2020-07-19 16:20:22,411 - mmaction - INFO - Epoch [159][200/1253] lr: 9.602e-02, eta: 1 day, 17:10:46, time: 1.085, data_time: 0.001, memory: 9059, top1_acc: 0.4526, top5_acc: 0.6987, loss_cls: 2.4432, loss: 2.4432, grad_norm: 1.9839 2020-07-19 16:20:43,704 - mmaction - INFO - Epoch [159][220/1253] lr: 9.602e-02, eta: 1 day, 17:10:19, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.4518, top5_acc: 0.6922, loss_cls: 2.4496, loss: 2.4496, grad_norm: 1.9931 2020-07-19 16:21:05,080 - mmaction - INFO - Epoch [159][240/1253] lr: 9.602e-02, eta: 1 day, 17:09:52, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4518, top5_acc: 0.6995, loss_cls: 2.4268, loss: 2.4268, grad_norm: 1.9368 2020-07-19 16:21:26,291 - mmaction - INFO - Epoch [159][260/1253] lr: 9.602e-02, eta: 1 day, 17:09:25, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4354, top5_acc: 0.6888, loss_cls: 2.4632, loss: 2.4632, grad_norm: 1.9623 2020-07-19 16:21:47,594 - mmaction - INFO - Epoch [159][280/1253] lr: 9.602e-02, eta: 1 day, 17:08:58, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4466, top5_acc: 0.6891, loss_cls: 2.4892, loss: 2.4892, grad_norm: 1.9909 2020-07-19 16:22:09,091 - mmaction - INFO - Epoch [159][300/1253] lr: 9.602e-02, eta: 1 day, 17:08:32, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.4451, top5_acc: 0.6872, loss_cls: 2.5031, loss: 2.5031, grad_norm: 2.0023 2020-07-19 16:22:30,352 - mmaction - INFO - Epoch [159][320/1253] lr: 9.602e-02, eta: 1 day, 17:08:05, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.4448, top5_acc: 0.6940, loss_cls: 2.4721, loss: 2.4721, grad_norm: 2.0282 2020-07-19 16:22:51,910 - mmaction - INFO - Epoch [159][340/1253] lr: 9.602e-02, eta: 1 day, 17:07:38, time: 1.077, data_time: 0.001, memory: 9059, top1_acc: 0.4596, top5_acc: 0.6990, loss_cls: 2.4079, loss: 2.4079, grad_norm: 1.9301 2020-07-19 16:23:13,258 - mmaction - INFO - Epoch [159][360/1253] lr: 9.602e-02, eta: 1 day, 17:07:11, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4469, top5_acc: 0.6948, loss_cls: 2.4766, loss: 2.4766, grad_norm: 1.9896 2020-07-19 16:23:34,622 - mmaction - INFO - Epoch [159][380/1253] lr: 9.602e-02, eta: 1 day, 17:06:44, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4409, top5_acc: 0.6779, loss_cls: 2.5076, loss: 2.5076, grad_norm: 1.9967 2020-07-19 16:23:55,826 - mmaction - INFO - Epoch [159][400/1253] lr: 9.602e-02, eta: 1 day, 17:06:17, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4500, top5_acc: 0.6969, loss_cls: 2.4346, loss: 2.4346, grad_norm: 1.9828 2020-07-19 16:24:17,490 - mmaction - INFO - Epoch [159][420/1253] lr: 9.602e-02, eta: 1 day, 17:05:50, time: 1.080, data_time: 0.001, memory: 9059, top1_acc: 0.4448, top5_acc: 0.6888, loss_cls: 2.4796, loss: 2.4796, grad_norm: 1.9586 2020-07-19 16:24:39,093 - mmaction - INFO - Epoch [159][440/1253] lr: 9.602e-02, eta: 1 day, 17:05:24, time: 1.082, data_time: 0.005, memory: 9059, top1_acc: 0.4422, top5_acc: 0.6896, loss_cls: 2.4736, loss: 2.4736, grad_norm: 1.9737 2020-07-19 16:25:00,492 - mmaction - INFO - Epoch [159][460/1253] lr: 9.602e-02, eta: 1 day, 17:04:57, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4656, top5_acc: 0.7102, loss_cls: 2.3631, loss: 2.3631, grad_norm: 1.9350 2020-07-19 16:25:21,903 - mmaction - INFO - Epoch [159][480/1253] lr: 9.602e-02, eta: 1 day, 17:04:30, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4474, top5_acc: 0.6977, loss_cls: 2.4499, loss: 2.4499, grad_norm: 2.0137 2020-07-19 16:25:43,257 - mmaction - INFO - Epoch [159][500/1253] lr: 9.602e-02, eta: 1 day, 17:04:03, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4456, top5_acc: 0.6924, loss_cls: 2.4435, loss: 2.4435, grad_norm: 1.9352 2020-07-19 16:26:04,739 - mmaction - INFO - Epoch [159][520/1253] lr: 9.602e-02, eta: 1 day, 17:03:37, time: 1.075, data_time: 0.003, memory: 9059, top1_acc: 0.4380, top5_acc: 0.6896, loss_cls: 2.4607, loss: 2.4607, grad_norm: 1.9847 2020-07-19 16:26:26,196 - mmaction - INFO - Epoch [159][540/1253] lr: 9.602e-02, eta: 1 day, 17:03:10, time: 1.072, data_time: 0.004, memory: 9059, top1_acc: 0.4357, top5_acc: 0.6813, loss_cls: 2.4860, loss: 2.4860, grad_norm: 1.9790 2020-07-19 16:26:47,407 - mmaction - INFO - Epoch [159][560/1253] lr: 9.602e-02, eta: 1 day, 17:02:43, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.4445, top5_acc: 0.7016, loss_cls: 2.4021, loss: 2.4021, grad_norm: 1.9914 2020-07-19 16:27:08,607 - mmaction - INFO - Epoch [159][580/1253] lr: 9.602e-02, eta: 1 day, 17:02:16, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4526, top5_acc: 0.6932, loss_cls: 2.4395, loss: 2.4395, grad_norm: 1.9934 2020-07-19 16:27:29,937 - mmaction - INFO - Epoch [159][600/1253] lr: 9.602e-02, eta: 1 day, 17:01:49, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4555, top5_acc: 0.6948, loss_cls: 2.4357, loss: 2.4357, grad_norm: 1.9853 2020-07-19 16:27:51,373 - mmaction - INFO - Epoch [159][620/1253] lr: 9.602e-02, eta: 1 day, 17:01:22, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4398, top5_acc: 0.6943, loss_cls: 2.4644, loss: 2.4644, grad_norm: 1.9706 2020-07-19 16:28:13,046 - mmaction - INFO - Epoch [159][640/1253] lr: 9.602e-02, eta: 1 day, 17:00:56, time: 1.084, data_time: 0.002, memory: 9059, top1_acc: 0.4544, top5_acc: 0.6935, loss_cls: 2.4133, loss: 2.4133, grad_norm: 1.9390 2020-07-19 16:28:34,423 - mmaction - INFO - Epoch [159][660/1253] lr: 9.602e-02, eta: 1 day, 17:00:29, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.4615, top5_acc: 0.6995, loss_cls: 2.3988, loss: 2.3988, grad_norm: 1.9702 2020-07-19 16:28:56,294 - mmaction - INFO - Epoch [159][680/1253] lr: 9.602e-02, eta: 1 day, 17:00:02, time: 1.093, data_time: 0.017, memory: 9059, top1_acc: 0.4464, top5_acc: 0.6898, loss_cls: 2.4549, loss: 2.4549, grad_norm: 1.9809 2020-07-19 16:29:17,572 - mmaction - INFO - Epoch [159][700/1253] lr: 9.602e-02, eta: 1 day, 16:59:35, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4576, top5_acc: 0.6940, loss_cls: 2.4063, loss: 2.4063, grad_norm: 1.9656 2020-07-19 16:29:39,309 - mmaction - INFO - Epoch [159][720/1253] lr: 9.602e-02, eta: 1 day, 16:59:09, time: 1.087, data_time: 0.002, memory: 9059, top1_acc: 0.4576, top5_acc: 0.7031, loss_cls: 2.4016, loss: 2.4016, grad_norm: 1.9857 2020-07-19 16:30:00,512 - mmaction - INFO - Epoch [159][740/1253] lr: 9.602e-02, eta: 1 day, 16:58:42, time: 1.059, data_time: 0.004, memory: 9059, top1_acc: 0.4438, top5_acc: 0.6924, loss_cls: 2.4742, loss: 2.4742, grad_norm: 2.0104 2020-07-19 16:30:22,738 - mmaction - INFO - Epoch [159][760/1253] lr: 9.602e-02, eta: 1 day, 16:58:16, time: 1.112, data_time: 0.002, memory: 9059, top1_acc: 0.4258, top5_acc: 0.6854, loss_cls: 2.4781, loss: 2.4781, grad_norm: 2.0425 2020-07-19 16:30:44,378 - mmaction - INFO - Epoch [159][780/1253] lr: 9.602e-02, eta: 1 day, 16:57:49, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.4380, top5_acc: 0.6818, loss_cls: 2.5088, loss: 2.5088, grad_norm: 2.0244 2020-07-19 16:31:05,844 - mmaction - INFO - Epoch [159][800/1253] lr: 9.602e-02, eta: 1 day, 16:57:23, time: 1.074, data_time: 0.003, memory: 9059, top1_acc: 0.4526, top5_acc: 0.6932, loss_cls: 2.4378, loss: 2.4378, grad_norm: 1.9787 2020-07-19 16:31:27,237 - mmaction - INFO - Epoch [159][820/1253] lr: 9.602e-02, eta: 1 day, 16:56:56, time: 1.069, data_time: 0.009, memory: 9059, top1_acc: 0.4576, top5_acc: 0.6943, loss_cls: 2.4516, loss: 2.4516, grad_norm: 1.9822 2020-07-19 16:31:48,417 - mmaction - INFO - Epoch [159][840/1253] lr: 9.602e-02, eta: 1 day, 16:56:29, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4396, top5_acc: 0.6893, loss_cls: 2.4675, loss: 2.4675, grad_norm: 1.9946 2020-07-19 16:32:09,988 - mmaction - INFO - Epoch [159][860/1253] lr: 9.602e-02, eta: 1 day, 16:56:02, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.4503, top5_acc: 0.7063, loss_cls: 2.3876, loss: 2.3876, grad_norm: 1.9806 2020-07-19 16:32:31,411 - mmaction - INFO - Epoch [159][880/1253] lr: 9.602e-02, eta: 1 day, 16:55:35, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4583, top5_acc: 0.7010, loss_cls: 2.4019, loss: 2.4019, grad_norm: 1.9940 2020-07-19 16:32:52,687 - mmaction - INFO - Epoch [159][900/1253] lr: 9.602e-02, eta: 1 day, 16:55:08, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4471, top5_acc: 0.6906, loss_cls: 2.4629, loss: 2.4629, grad_norm: 1.9906 2020-07-19 16:33:13,928 - mmaction - INFO - Epoch [159][920/1253] lr: 9.602e-02, eta: 1 day, 16:54:42, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4445, top5_acc: 0.6872, loss_cls: 2.4530, loss: 2.4530, grad_norm: 1.9757 2020-07-19 16:33:35,288 - mmaction - INFO - Epoch [159][940/1253] lr: 9.602e-02, eta: 1 day, 16:54:15, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.4513, top5_acc: 0.6930, loss_cls: 2.4554, loss: 2.4554, grad_norm: 1.9637 2020-07-19 16:33:56,548 - mmaction - INFO - Epoch [159][960/1253] lr: 9.602e-02, eta: 1 day, 16:53:48, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4341, top5_acc: 0.6833, loss_cls: 2.5315, loss: 2.5315, grad_norm: 1.9931 2020-07-19 16:34:18,002 - mmaction - INFO - Epoch [159][980/1253] lr: 9.602e-02, eta: 1 day, 16:53:21, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4505, top5_acc: 0.6888, loss_cls: 2.4674, loss: 2.4674, grad_norm: 1.9785 2020-07-19 16:34:39,668 - mmaction - INFO - Epoch [159][1000/1253] lr: 9.602e-02, eta: 1 day, 16:52:54, time: 1.083, data_time: 0.002, memory: 9059, top1_acc: 0.4536, top5_acc: 0.6938, loss_cls: 2.4333, loss: 2.4333, grad_norm: 1.9277 2020-07-19 16:35:00,905 - mmaction - INFO - Epoch [159][1020/1253] lr: 9.602e-02, eta: 1 day, 16:52:28, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4565, top5_acc: 0.6995, loss_cls: 2.4136, loss: 2.4136, grad_norm: 1.9630 2020-07-19 16:35:22,121 - mmaction - INFO - Epoch [159][1040/1253] lr: 9.602e-02, eta: 1 day, 16:52:01, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4383, top5_acc: 0.6852, loss_cls: 2.5069, loss: 2.5069, grad_norm: 1.9616 2020-07-19 16:35:43,391 - mmaction - INFO - Epoch [159][1060/1253] lr: 9.602e-02, eta: 1 day, 16:51:34, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4430, top5_acc: 0.6870, loss_cls: 2.4613, loss: 2.4613, grad_norm: 1.9783 2020-07-19 16:36:04,835 - mmaction - INFO - Epoch [159][1080/1253] lr: 9.602e-02, eta: 1 day, 16:51:07, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4372, top5_acc: 0.6966, loss_cls: 2.4458, loss: 2.4458, grad_norm: 1.9904 2020-07-19 16:36:26,084 - mmaction - INFO - Epoch [159][1100/1253] lr: 9.602e-02, eta: 1 day, 16:50:40, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4404, top5_acc: 0.6828, loss_cls: 2.4851, loss: 2.4851, grad_norm: 2.0238 2020-07-19 16:36:47,214 - mmaction - INFO - Epoch [159][1120/1253] lr: 9.602e-02, eta: 1 day, 16:50:13, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.4378, top5_acc: 0.6719, loss_cls: 2.5519, loss: 2.5519, grad_norm: 1.9531 2020-07-19 16:37:08,655 - mmaction - INFO - Epoch [159][1140/1253] lr: 9.602e-02, eta: 1 day, 16:49:46, time: 1.072, data_time: 0.001, memory: 9059, top1_acc: 0.4432, top5_acc: 0.6872, loss_cls: 2.4390, loss: 2.4390, grad_norm: 2.0314 2020-07-19 16:37:30,449 - mmaction - INFO - Epoch [159][1160/1253] lr: 9.602e-02, eta: 1 day, 16:49:20, time: 1.090, data_time: 0.017, memory: 9059, top1_acc: 0.4464, top5_acc: 0.6930, loss_cls: 2.4728, loss: 2.4728, grad_norm: 1.9830 2020-07-19 16:37:51,752 - mmaction - INFO - Epoch [159][1180/1253] lr: 9.602e-02, eta: 1 day, 16:48:53, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4323, top5_acc: 0.6898, loss_cls: 2.4784, loss: 2.4784, grad_norm: 1.9855 2020-07-19 16:38:12,946 - mmaction - INFO - Epoch [159][1200/1253] lr: 9.602e-02, eta: 1 day, 16:48:26, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4422, top5_acc: 0.6917, loss_cls: 2.4975, loss: 2.4975, grad_norm: 2.0030 2020-07-19 16:38:34,345 - mmaction - INFO - Epoch [159][1220/1253] lr: 9.602e-02, eta: 1 day, 16:47:59, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4544, top5_acc: 0.6922, loss_cls: 2.4691, loss: 2.4691, grad_norm: 1.9553 2020-07-19 16:38:55,826 - mmaction - INFO - Epoch [159][1240/1253] lr: 9.602e-02, eta: 1 day, 16:47:33, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.4508, top5_acc: 0.6872, loss_cls: 2.4545, loss: 2.4545, grad_norm: 2.0162 2020-07-19 16:42:33,310 - mmaction - INFO - Epoch [160][20/1253] lr: 9.430e-02, eta: 1 day, 16:49:20, time: 9.794, data_time: 8.523, memory: 9059, top1_acc: 0.4560, top5_acc: 0.6984, loss_cls: 2.4379, loss: 2.4379, grad_norm: 1.9446 2020-07-19 16:42:54,463 - mmaction - INFO - Epoch [160][40/1253] lr: 9.430e-02, eta: 1 day, 16:48:53, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.4706, top5_acc: 0.7122, loss_cls: 2.3521, loss: 2.3521, grad_norm: 1.9658 2020-07-19 16:43:15,832 - mmaction - INFO - Epoch [160][60/1253] lr: 9.430e-02, eta: 1 day, 16:48:26, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4513, top5_acc: 0.6951, loss_cls: 2.4294, loss: 2.4294, grad_norm: 1.9915 2020-07-19 16:43:37,140 - mmaction - INFO - Epoch [160][80/1253] lr: 9.430e-02, eta: 1 day, 16:47:59, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.4542, top5_acc: 0.6969, loss_cls: 2.4111, loss: 2.4111, grad_norm: 1.9809 2020-07-19 16:43:58,519 - mmaction - INFO - Epoch [160][100/1253] lr: 9.430e-02, eta: 1 day, 16:47:32, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4385, top5_acc: 0.7091, loss_cls: 2.4265, loss: 2.4265, grad_norm: 1.9859 2020-07-19 16:44:19,841 - mmaction - INFO - Epoch [160][120/1253] lr: 9.430e-02, eta: 1 day, 16:47:05, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4432, top5_acc: 0.6979, loss_cls: 2.4145, loss: 2.4145, grad_norm: 2.0354 2020-07-19 16:44:41,013 - mmaction - INFO - Epoch [160][140/1253] lr: 9.430e-02, eta: 1 day, 16:46:38, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.4526, top5_acc: 0.7026, loss_cls: 2.4071, loss: 2.4071, grad_norm: 1.9817 2020-07-19 16:45:02,441 - mmaction - INFO - Epoch [160][160/1253] lr: 9.430e-02, eta: 1 day, 16:46:11, time: 1.071, data_time: 0.004, memory: 9059, top1_acc: 0.4589, top5_acc: 0.7016, loss_cls: 2.3832, loss: 2.3832, grad_norm: 1.9282 2020-07-19 16:45:23,821 - mmaction - INFO - Epoch [160][180/1253] lr: 9.430e-02, eta: 1 day, 16:45:45, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4521, top5_acc: 0.6948, loss_cls: 2.4508, loss: 2.4508, grad_norm: 2.0188 2020-07-19 16:45:44,974 - mmaction - INFO - Epoch [160][200/1253] lr: 9.430e-02, eta: 1 day, 16:45:17, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.4479, top5_acc: 0.6883, loss_cls: 2.4380, loss: 2.4380, grad_norm: 2.0322 2020-07-19 16:46:06,156 - mmaction - INFO - Epoch [160][220/1253] lr: 9.430e-02, eta: 1 day, 16:44:50, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4576, top5_acc: 0.6982, loss_cls: 2.3902, loss: 2.3902, grad_norm: 1.9604 2020-07-19 16:46:27,453 - mmaction - INFO - Epoch [160][240/1253] lr: 9.430e-02, eta: 1 day, 16:44:24, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4404, top5_acc: 0.6823, loss_cls: 2.4746, loss: 2.4746, grad_norm: 2.0012 2020-07-19 16:46:48,993 - mmaction - INFO - Epoch [160][260/1253] lr: 9.430e-02, eta: 1 day, 16:43:57, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.4453, top5_acc: 0.6880, loss_cls: 2.4929, loss: 2.4929, grad_norm: 1.9636 2020-07-19 16:47:10,282 - mmaction - INFO - Epoch [160][280/1253] lr: 9.430e-02, eta: 1 day, 16:43:30, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.4560, top5_acc: 0.6951, loss_cls: 2.4270, loss: 2.4270, grad_norm: 2.0152 2020-07-19 16:47:32,525 - mmaction - INFO - Epoch [160][300/1253] lr: 9.430e-02, eta: 1 day, 16:43:03, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4576, top5_acc: 0.6966, loss_cls: 2.4324, loss: 2.4324, grad_norm: 2.0065 2020-07-19 16:48:44,268 - mmaction - INFO - Epoch [160][320/1253] lr: 9.430e-02, eta: 1 day, 16:43:24, time: 3.640, data_time: 0.469, memory: 9059, top1_acc: 0.4500, top5_acc: 0.6906, loss_cls: 2.4450, loss: 2.4450, grad_norm: 1.9882 2020-07-19 16:49:05,507 - mmaction - INFO - Epoch [160][340/1253] lr: 9.430e-02, eta: 1 day, 16:42:57, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4474, top5_acc: 0.6956, loss_cls: 2.4382, loss: 2.4382, grad_norm: 1.9639 2020-07-19 16:49:40,300 - mmaction - INFO - Epoch [160][360/1253] lr: 9.430e-02, eta: 1 day, 16:42:43, time: 1.739, data_time: 0.002, memory: 9059, top1_acc: 0.4563, top5_acc: 0.6966, loss_cls: 2.3958, loss: 2.3958, grad_norm: 1.9847 2020-07-19 16:50:02,929 - mmaction - INFO - Epoch [160][380/1253] lr: 9.430e-02, eta: 1 day, 16:42:18, time: 1.131, data_time: 0.011, memory: 9059, top1_acc: 0.4367, top5_acc: 0.6870, loss_cls: 2.4707, loss: 2.4707, grad_norm: 1.9771 2020-07-19 16:50:25,883 - mmaction - INFO - Epoch [160][400/1253] lr: 9.430e-02, eta: 1 day, 16:41:52, time: 1.149, data_time: 0.032, memory: 9059, top1_acc: 0.4448, top5_acc: 0.6990, loss_cls: 2.4554, loss: 2.4554, grad_norm: 1.9902 2020-07-19 16:50:47,481 - mmaction - INFO - Epoch [160][420/1253] lr: 9.430e-02, eta: 1 day, 16:41:26, time: 1.081, data_time: 0.009, memory: 9059, top1_acc: 0.4451, top5_acc: 0.6885, loss_cls: 2.4754, loss: 2.4754, grad_norm: 2.0048 2020-07-19 16:51:09,478 - mmaction - INFO - Epoch [160][440/1253] lr: 9.430e-02, eta: 1 day, 16:40:59, time: 1.101, data_time: 0.012, memory: 9059, top1_acc: 0.4560, top5_acc: 0.6956, loss_cls: 2.4572, loss: 2.4572, grad_norm: 2.0392 2020-07-19 16:51:31,655 - mmaction - INFO - Epoch [160][460/1253] lr: 9.430e-02, eta: 1 day, 16:40:33, time: 1.104, data_time: 0.001, memory: 9059, top1_acc: 0.4456, top5_acc: 0.6846, loss_cls: 2.4796, loss: 2.4796, grad_norm: 1.9787 2020-07-19 16:51:54,865 - mmaction - INFO - Epoch [160][480/1253] lr: 9.430e-02, eta: 1 day, 16:40:08, time: 1.155, data_time: 0.029, memory: 9059, top1_acc: 0.4393, top5_acc: 0.6979, loss_cls: 2.4043, loss: 2.4043, grad_norm: 1.9575 2020-07-19 16:52:17,786 - mmaction - INFO - Epoch [160][500/1253] lr: 9.430e-02, eta: 1 day, 16:39:43, time: 1.155, data_time: 0.036, memory: 9059, top1_acc: 0.4422, top5_acc: 0.6823, loss_cls: 2.4661, loss: 2.4661, grad_norm: 1.9602 2020-07-19 16:52:39,136 - mmaction - INFO - Epoch [160][520/1253] lr: 9.430e-02, eta: 1 day, 16:39:16, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4573, top5_acc: 0.6940, loss_cls: 2.4032, loss: 2.4032, grad_norm: 2.0145 2020-07-19 16:53:00,909 - mmaction - INFO - Epoch [160][540/1253] lr: 9.430e-02, eta: 1 day, 16:38:50, time: 1.088, data_time: 0.001, memory: 9059, top1_acc: 0.4451, top5_acc: 0.6870, loss_cls: 2.4657, loss: 2.4657, grad_norm: 2.0048 2020-07-19 16:53:22,542 - mmaction - INFO - Epoch [160][560/1253] lr: 9.430e-02, eta: 1 day, 16:38:23, time: 1.082, data_time: 0.002, memory: 9059, top1_acc: 0.4427, top5_acc: 0.6865, loss_cls: 2.4883, loss: 2.4883, grad_norm: 1.9577 2020-07-19 16:53:44,028 - mmaction - INFO - Epoch [160][580/1253] lr: 9.430e-02, eta: 1 day, 16:37:56, time: 1.073, data_time: 0.001, memory: 9059, top1_acc: 0.4385, top5_acc: 0.6940, loss_cls: 2.4548, loss: 2.4548, grad_norm: 1.9955 2020-07-19 16:54:05,457 - mmaction - INFO - Epoch [160][600/1253] lr: 9.430e-02, eta: 1 day, 16:37:30, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4534, top5_acc: 0.6997, loss_cls: 2.4344, loss: 2.4344, grad_norm: 1.9636 2020-07-19 16:54:26,724 - mmaction - INFO - Epoch [160][620/1253] lr: 9.430e-02, eta: 1 day, 16:37:03, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4638, top5_acc: 0.7031, loss_cls: 2.3883, loss: 2.3883, grad_norm: 1.9903 2020-07-19 16:54:48,164 - mmaction - INFO - Epoch [160][640/1253] lr: 9.430e-02, eta: 1 day, 16:36:36, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4414, top5_acc: 0.6909, loss_cls: 2.4614, loss: 2.4614, grad_norm: 1.9954 2020-07-19 16:55:10,023 - mmaction - INFO - Epoch [160][660/1253] lr: 9.430e-02, eta: 1 day, 16:36:10, time: 1.094, data_time: 0.003, memory: 9059, top1_acc: 0.4547, top5_acc: 0.6930, loss_cls: 2.4459, loss: 2.4459, grad_norm: 1.9913 2020-07-19 16:55:31,540 - mmaction - INFO - Epoch [160][680/1253] lr: 9.430e-02, eta: 1 day, 16:35:43, time: 1.076, data_time: 0.007, memory: 9059, top1_acc: 0.4542, top5_acc: 0.6930, loss_cls: 2.4459, loss: 2.4459, grad_norm: 2.0135 2020-07-19 16:55:53,243 - mmaction - INFO - Epoch [160][700/1253] lr: 9.430e-02, eta: 1 day, 16:35:16, time: 1.085, data_time: 0.002, memory: 9059, top1_acc: 0.4385, top5_acc: 0.6932, loss_cls: 2.4387, loss: 2.4387, grad_norm: 1.9934 2020-07-19 16:56:14,634 - mmaction - INFO - Epoch [160][720/1253] lr: 9.430e-02, eta: 1 day, 16:34:50, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4492, top5_acc: 0.7008, loss_cls: 2.4029, loss: 2.4029, grad_norm: 2.0018 2020-07-19 16:56:35,895 - mmaction - INFO - Epoch [160][740/1253] lr: 9.430e-02, eta: 1 day, 16:34:23, time: 1.061, data_time: 0.001, memory: 9059, top1_acc: 0.4518, top5_acc: 0.7055, loss_cls: 2.3959, loss: 2.3959, grad_norm: 2.0311 2020-07-19 16:56:57,214 - mmaction - INFO - Epoch [160][760/1253] lr: 9.430e-02, eta: 1 day, 16:33:56, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.4464, top5_acc: 0.6844, loss_cls: 2.4570, loss: 2.4570, grad_norm: 1.9806 2020-07-19 16:57:18,710 - mmaction - INFO - Epoch [160][780/1253] lr: 9.430e-02, eta: 1 day, 16:33:29, time: 1.076, data_time: 0.004, memory: 9059, top1_acc: 0.4385, top5_acc: 0.6857, loss_cls: 2.5014, loss: 2.5014, grad_norm: 1.9895 2020-07-19 16:57:39,885 - mmaction - INFO - Epoch [160][800/1253] lr: 9.430e-02, eta: 1 day, 16:33:02, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.4445, top5_acc: 0.6948, loss_cls: 2.4562, loss: 2.4562, grad_norm: 1.9821 2020-07-19 16:58:01,358 - mmaction - INFO - Epoch [160][820/1253] lr: 9.430e-02, eta: 1 day, 16:32:35, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.4417, top5_acc: 0.6859, loss_cls: 2.4682, loss: 2.4682, grad_norm: 2.0093 2020-07-19 16:58:23,018 - mmaction - INFO - Epoch [160][840/1253] lr: 9.430e-02, eta: 1 day, 16:32:09, time: 1.083, data_time: 0.002, memory: 9059, top1_acc: 0.4547, top5_acc: 0.7021, loss_cls: 2.4309, loss: 2.4309, grad_norm: 2.0023 2020-07-19 16:58:44,444 - mmaction - INFO - Epoch [160][860/1253] lr: 9.430e-02, eta: 1 day, 16:31:42, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4438, top5_acc: 0.6880, loss_cls: 2.4706, loss: 2.4706, grad_norm: 2.0229 2020-07-19 16:59:05,769 - mmaction - INFO - Epoch [160][880/1253] lr: 9.430e-02, eta: 1 day, 16:31:15, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.4367, top5_acc: 0.6956, loss_cls: 2.4759, loss: 2.4759, grad_norm: 1.9710 2020-07-19 16:59:27,116 - mmaction - INFO - Epoch [160][900/1253] lr: 9.430e-02, eta: 1 day, 16:30:49, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4508, top5_acc: 0.6990, loss_cls: 2.4276, loss: 2.4276, grad_norm: 1.9837 2020-07-19 16:59:48,399 - mmaction - INFO - Epoch [160][920/1253] lr: 9.430e-02, eta: 1 day, 16:30:22, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4414, top5_acc: 0.6893, loss_cls: 2.4570, loss: 2.4570, grad_norm: 1.9668 2020-07-19 17:00:17,852 - mmaction - INFO - Epoch [160][940/1253] lr: 9.430e-02, eta: 1 day, 16:30:02, time: 1.455, data_time: 0.008, memory: 9059, top1_acc: 0.4469, top5_acc: 0.6940, loss_cls: 2.4605, loss: 2.4605, grad_norm: 1.9850 2020-07-19 17:00:39,443 - mmaction - INFO - Epoch [160][960/1253] lr: 9.430e-02, eta: 1 day, 16:29:36, time: 1.097, data_time: 0.024, memory: 9059, top1_acc: 0.4440, top5_acc: 0.6883, loss_cls: 2.4621, loss: 2.4621, grad_norm: 1.9557 2020-07-19 17:01:00,798 - mmaction - INFO - Epoch [160][980/1253] lr: 9.430e-02, eta: 1 day, 16:29:09, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4586, top5_acc: 0.6953, loss_cls: 2.4305, loss: 2.4305, grad_norm: 2.0023 2020-07-19 17:01:22,245 - mmaction - INFO - Epoch [160][1000/1253] lr: 9.430e-02, eta: 1 day, 16:28:42, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.4500, top5_acc: 0.6938, loss_cls: 2.4320, loss: 2.4320, grad_norm: 1.9802 2020-07-19 17:01:43,524 - mmaction - INFO - Epoch [160][1020/1253] lr: 9.430e-02, eta: 1 day, 16:28:15, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.4510, top5_acc: 0.6982, loss_cls: 2.4202, loss: 2.4202, grad_norm: 2.0001 2020-07-19 17:02:05,015 - mmaction - INFO - Epoch [160][1040/1253] lr: 9.430e-02, eta: 1 day, 16:27:49, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4326, top5_acc: 0.6740, loss_cls: 2.5340, loss: 2.5340, grad_norm: 2.0498 2020-07-19 17:02:26,359 - mmaction - INFO - Epoch [160][1060/1253] lr: 9.430e-02, eta: 1 day, 16:27:22, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.4510, top5_acc: 0.7016, loss_cls: 2.4462, loss: 2.4462, grad_norm: 1.9721 2020-07-19 17:02:47,813 - mmaction - INFO - Epoch [160][1080/1253] lr: 9.430e-02, eta: 1 day, 16:26:55, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4445, top5_acc: 0.6768, loss_cls: 2.5326, loss: 2.5326, grad_norm: 2.0416 2020-07-19 17:03:09,145 - mmaction - INFO - Epoch [160][1100/1253] lr: 9.430e-02, eta: 1 day, 16:26:29, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4516, top5_acc: 0.7010, loss_cls: 2.3849, loss: 2.3849, grad_norm: 2.0128 2020-07-19 17:03:30,372 - mmaction - INFO - Epoch [160][1120/1253] lr: 9.430e-02, eta: 1 day, 16:26:02, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4440, top5_acc: 0.6786, loss_cls: 2.4944, loss: 2.4944, grad_norm: 2.0006 2020-07-19 17:03:51,670 - mmaction - INFO - Epoch [160][1140/1253] lr: 9.430e-02, eta: 1 day, 16:25:35, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4365, top5_acc: 0.6888, loss_cls: 2.4993, loss: 2.4993, grad_norm: 1.9832 2020-07-19 17:04:13,019 - mmaction - INFO - Epoch [160][1160/1253] lr: 9.430e-02, eta: 1 day, 16:25:08, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.4654, top5_acc: 0.7003, loss_cls: 2.4170, loss: 2.4170, grad_norm: 1.9111 2020-07-19 17:04:34,423 - mmaction - INFO - Epoch [160][1180/1253] lr: 9.430e-02, eta: 1 day, 16:24:41, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4667, top5_acc: 0.7029, loss_cls: 2.4077, loss: 2.4077, grad_norm: 1.9344 2020-07-19 17:04:55,824 - mmaction - INFO - Epoch [160][1200/1253] lr: 9.430e-02, eta: 1 day, 16:24:14, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4513, top5_acc: 0.6846, loss_cls: 2.4910, loss: 2.4910, grad_norm: 2.0098 2020-07-19 17:05:17,293 - mmaction - INFO - Epoch [160][1220/1253] lr: 9.430e-02, eta: 1 day, 16:23:48, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.4492, top5_acc: 0.6797, loss_cls: 2.4935, loss: 2.4935, grad_norm: 1.9490 2020-07-19 17:05:38,701 - mmaction - INFO - Epoch [160][1240/1253] lr: 9.430e-02, eta: 1 day, 16:23:21, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4500, top5_acc: 0.7034, loss_cls: 2.4209, loss: 2.4209, grad_norm: 1.9682 2020-07-19 17:06:02,475 - mmaction - INFO - Saving checkpoint at 160 epochs 2020-07-19 17:09:24,774 - mmaction - INFO - Epoch [161][20/1253] lr: 9.260e-02, eta: 1 day, 16:25:10, time: 10.051, data_time: 8.416, memory: 9059, top1_acc: 0.4451, top5_acc: 0.6982, loss_cls: 2.3873, loss: 2.3873, grad_norm: 1.9904 2020-07-19 17:09:45,970 - mmaction - INFO - Epoch [161][40/1253] lr: 9.260e-02, eta: 1 day, 16:24:43, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4479, top5_acc: 0.6943, loss_cls: 2.4415, loss: 2.4415, grad_norm: 2.0202 2020-07-19 17:10:07,447 - mmaction - INFO - Epoch [161][60/1253] lr: 9.260e-02, eta: 1 day, 16:24:16, time: 1.074, data_time: 0.007, memory: 9059, top1_acc: 0.4672, top5_acc: 0.7003, loss_cls: 2.3786, loss: 2.3786, grad_norm: 1.9837 2020-07-19 17:10:28,668 - mmaction - INFO - Epoch [161][80/1253] lr: 9.260e-02, eta: 1 day, 16:23:49, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4669, top5_acc: 0.6964, loss_cls: 2.4077, loss: 2.4077, grad_norm: 2.0377 2020-07-19 17:10:49,920 - mmaction - INFO - Epoch [161][100/1253] lr: 9.260e-02, eta: 1 day, 16:23:22, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4526, top5_acc: 0.6966, loss_cls: 2.4436, loss: 2.4436, grad_norm: 2.0037 2020-07-19 17:11:11,147 - mmaction - INFO - Epoch [161][120/1253] lr: 9.260e-02, eta: 1 day, 16:22:55, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4557, top5_acc: 0.6958, loss_cls: 2.4086, loss: 2.4086, grad_norm: 1.9542 2020-07-19 17:11:32,624 - mmaction - INFO - Epoch [161][140/1253] lr: 9.260e-02, eta: 1 day, 16:22:29, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.4568, top5_acc: 0.6992, loss_cls: 2.4333, loss: 2.4333, grad_norm: 1.9974 2020-07-19 17:11:54,610 - mmaction - INFO - Epoch [161][160/1253] lr: 9.260e-02, eta: 1 day, 16:22:03, time: 1.100, data_time: 0.002, memory: 9059, top1_acc: 0.4411, top5_acc: 0.6883, loss_cls: 2.4712, loss: 2.4712, grad_norm: 2.0278 2020-07-19 17:12:16,074 - mmaction - INFO - Epoch [161][180/1253] lr: 9.260e-02, eta: 1 day, 16:21:36, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.4555, top5_acc: 0.7057, loss_cls: 2.3594, loss: 2.3594, grad_norm: 2.0064 2020-07-19 17:12:37,344 - mmaction - INFO - Epoch [161][200/1253] lr: 9.260e-02, eta: 1 day, 16:21:09, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4464, top5_acc: 0.6990, loss_cls: 2.4361, loss: 2.4361, grad_norm: 2.0106 2020-07-19 17:12:58,496 - mmaction - INFO - Epoch [161][220/1253] lr: 9.260e-02, eta: 1 day, 16:20:42, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.4393, top5_acc: 0.6888, loss_cls: 2.4611, loss: 2.4611, grad_norm: 2.0057 2020-07-19 17:13:20,058 - mmaction - INFO - Epoch [161][240/1253] lr: 9.260e-02, eta: 1 day, 16:20:15, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.4458, top5_acc: 0.6865, loss_cls: 2.4606, loss: 2.4606, grad_norm: 1.9989 2020-07-19 17:13:41,448 - mmaction - INFO - Epoch [161][260/1253] lr: 9.260e-02, eta: 1 day, 16:19:49, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4573, top5_acc: 0.6971, loss_cls: 2.3936, loss: 2.3936, grad_norm: 1.9397 2020-07-19 17:14:02,932 - mmaction - INFO - Epoch [161][280/1253] lr: 9.260e-02, eta: 1 day, 16:19:22, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.4721, top5_acc: 0.7076, loss_cls: 2.3349, loss: 2.3349, grad_norm: 2.0082 2020-07-19 17:14:24,534 - mmaction - INFO - Epoch [161][300/1253] lr: 9.260e-02, eta: 1 day, 16:18:55, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.4508, top5_acc: 0.6995, loss_cls: 2.4647, loss: 2.4647, grad_norm: 2.0154 2020-07-19 17:14:45,734 - mmaction - INFO - Epoch [161][320/1253] lr: 9.260e-02, eta: 1 day, 16:18:28, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4578, top5_acc: 0.6901, loss_cls: 2.4358, loss: 2.4358, grad_norm: 1.9537 2020-07-19 17:15:06,960 - mmaction - INFO - Epoch [161][340/1253] lr: 9.260e-02, eta: 1 day, 16:18:01, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4542, top5_acc: 0.6971, loss_cls: 2.4142, loss: 2.4142, grad_norm: 2.0024 2020-07-19 17:15:28,292 - mmaction - INFO - Epoch [161][360/1253] lr: 9.260e-02, eta: 1 day, 16:17:35, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.4586, top5_acc: 0.6948, loss_cls: 2.3937, loss: 2.3937, grad_norm: 1.9940 2020-07-19 17:15:49,725 - mmaction - INFO - Epoch [161][380/1253] lr: 9.260e-02, eta: 1 day, 16:17:08, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4589, top5_acc: 0.7057, loss_cls: 2.3965, loss: 2.3965, grad_norm: 2.0013 2020-07-19 17:16:11,221 - mmaction - INFO - Epoch [161][400/1253] lr: 9.260e-02, eta: 1 day, 16:16:41, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4646, top5_acc: 0.7055, loss_cls: 2.3724, loss: 2.3724, grad_norm: 1.9734 2020-07-19 17:16:32,575 - mmaction - INFO - Epoch [161][420/1253] lr: 9.260e-02, eta: 1 day, 16:16:14, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.4630, top5_acc: 0.6854, loss_cls: 2.4255, loss: 2.4255, grad_norm: 1.9982 2020-07-19 17:16:53,880 - mmaction - INFO - Epoch [161][440/1253] lr: 9.260e-02, eta: 1 day, 16:15:48, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4458, top5_acc: 0.6849, loss_cls: 2.4589, loss: 2.4589, grad_norm: 2.0281 2020-07-19 17:17:15,145 - mmaction - INFO - Epoch [161][460/1253] lr: 9.260e-02, eta: 1 day, 16:15:21, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.4411, top5_acc: 0.6859, loss_cls: 2.4673, loss: 2.4673, grad_norm: 2.0233 2020-07-19 17:17:36,489 - mmaction - INFO - Epoch [161][480/1253] lr: 9.260e-02, eta: 1 day, 16:14:54, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.4497, top5_acc: 0.6734, loss_cls: 2.5117, loss: 2.5117, grad_norm: 2.0031 2020-07-19 17:17:57,870 - mmaction - INFO - Epoch [161][500/1253] lr: 9.260e-02, eta: 1 day, 16:14:27, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4411, top5_acc: 0.7076, loss_cls: 2.4454, loss: 2.4454, grad_norm: 2.0080 2020-07-19 17:18:19,156 - mmaction - INFO - Epoch [161][520/1253] lr: 9.260e-02, eta: 1 day, 16:14:00, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.4492, top5_acc: 0.7029, loss_cls: 2.4310, loss: 2.4310, grad_norm: 1.9719 2020-07-19 17:18:40,430 - mmaction - INFO - Epoch [161][540/1253] lr: 9.260e-02, eta: 1 day, 16:13:34, time: 1.066, data_time: 0.004, memory: 9059, top1_acc: 0.4630, top5_acc: 0.7073, loss_cls: 2.3671, loss: 2.3671, grad_norm: 1.9856 2020-07-19 17:19:02,321 - mmaction - INFO - Epoch [161][560/1253] lr: 9.260e-02, eta: 1 day, 16:13:07, time: 1.093, data_time: 0.001, memory: 9059, top1_acc: 0.4654, top5_acc: 0.7034, loss_cls: 2.3586, loss: 2.3586, grad_norm: 2.0014 2020-07-19 17:19:23,684 - mmaction - INFO - Epoch [161][580/1253] lr: 9.260e-02, eta: 1 day, 16:12:40, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4385, top5_acc: 0.6867, loss_cls: 2.4756, loss: 2.4756, grad_norm: 2.0364 2020-07-19 17:19:45,129 - mmaction - INFO - Epoch [161][600/1253] lr: 9.260e-02, eta: 1 day, 16:12:14, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4531, top5_acc: 0.6977, loss_cls: 2.4188, loss: 2.4188, grad_norm: 2.0121 2020-07-19 17:20:06,485 - mmaction - INFO - Epoch [161][620/1253] lr: 9.260e-02, eta: 1 day, 16:11:47, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4469, top5_acc: 0.6982, loss_cls: 2.4346, loss: 2.4346, grad_norm: 2.0668 2020-07-19 17:20:28,476 - mmaction - INFO - Epoch [161][640/1253] lr: 9.260e-02, eta: 1 day, 16:11:21, time: 1.099, data_time: 0.020, memory: 9059, top1_acc: 0.4549, top5_acc: 0.6984, loss_cls: 2.4418, loss: 2.4418, grad_norm: 1.9617 2020-07-19 17:20:49,768 - mmaction - INFO - Epoch [161][660/1253] lr: 9.260e-02, eta: 1 day, 16:10:54, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4424, top5_acc: 0.6789, loss_cls: 2.4975, loss: 2.4975, grad_norm: 2.0388 2020-07-19 17:21:11,143 - mmaction - INFO - Epoch [161][680/1253] lr: 9.260e-02, eta: 1 day, 16:10:27, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.4443, top5_acc: 0.7005, loss_cls: 2.4350, loss: 2.4350, grad_norm: 1.9799 2020-07-19 17:21:32,520 - mmaction - INFO - Epoch [161][700/1253] lr: 9.260e-02, eta: 1 day, 16:10:00, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4440, top5_acc: 0.6885, loss_cls: 2.4709, loss: 2.4709, grad_norm: 1.9864 2020-07-19 17:21:53,937 - mmaction - INFO - Epoch [161][720/1253] lr: 9.260e-02, eta: 1 day, 16:09:34, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4563, top5_acc: 0.6966, loss_cls: 2.4426, loss: 2.4426, grad_norm: 1.9788 2020-07-19 17:22:15,210 - mmaction - INFO - Epoch [161][740/1253] lr: 9.260e-02, eta: 1 day, 16:09:07, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.4557, top5_acc: 0.7008, loss_cls: 2.4188, loss: 2.4188, grad_norm: 2.0005 2020-07-19 17:22:36,608 - mmaction - INFO - Epoch [161][760/1253] lr: 9.260e-02, eta: 1 day, 16:08:40, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4328, top5_acc: 0.6891, loss_cls: 2.4940, loss: 2.4940, grad_norm: 2.0650 2020-07-19 17:22:57,889 - mmaction - INFO - Epoch [161][780/1253] lr: 9.260e-02, eta: 1 day, 16:08:13, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.4448, top5_acc: 0.6883, loss_cls: 2.4882, loss: 2.4882, grad_norm: 2.0051 2020-07-19 17:23:19,155 - mmaction - INFO - Epoch [161][800/1253] lr: 9.260e-02, eta: 1 day, 16:07:47, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4438, top5_acc: 0.6763, loss_cls: 2.5004, loss: 2.5004, grad_norm: 1.9946 2020-07-19 17:23:40,519 - mmaction - INFO - Epoch [161][820/1253] lr: 9.260e-02, eta: 1 day, 16:07:20, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.4516, top5_acc: 0.6979, loss_cls: 2.4409, loss: 2.4409, grad_norm: 1.9860 2020-07-19 17:24:02,050 - mmaction - INFO - Epoch [161][840/1253] lr: 9.260e-02, eta: 1 day, 16:06:53, time: 1.076, data_time: 0.003, memory: 9059, top1_acc: 0.4448, top5_acc: 0.6987, loss_cls: 2.4264, loss: 2.4264, grad_norm: 1.9917 2020-07-19 17:24:23,449 - mmaction - INFO - Epoch [161][860/1253] lr: 9.260e-02, eta: 1 day, 16:06:26, time: 1.071, data_time: 0.003, memory: 9059, top1_acc: 0.4456, top5_acc: 0.6878, loss_cls: 2.4882, loss: 2.4882, grad_norm: 2.0175 2020-07-19 17:24:44,863 - mmaction - INFO - Epoch [161][880/1253] lr: 9.260e-02, eta: 1 day, 16:06:00, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4448, top5_acc: 0.6930, loss_cls: 2.4296, loss: 2.4296, grad_norm: 1.9905 2020-07-19 17:25:06,370 - mmaction - INFO - Epoch [161][900/1253] lr: 9.260e-02, eta: 1 day, 16:05:33, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4422, top5_acc: 0.6758, loss_cls: 2.5107, loss: 2.5107, grad_norm: 2.0319 2020-07-19 17:25:27,800 - mmaction - INFO - Epoch [161][920/1253] lr: 9.260e-02, eta: 1 day, 16:05:06, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4560, top5_acc: 0.6898, loss_cls: 2.4488, loss: 2.4488, grad_norm: 1.9789 2020-07-19 17:25:49,091 - mmaction - INFO - Epoch [161][940/1253] lr: 9.260e-02, eta: 1 day, 16:04:40, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.4547, top5_acc: 0.6932, loss_cls: 2.4234, loss: 2.4234, grad_norm: 1.9935 2020-07-19 17:26:10,404 - mmaction - INFO - Epoch [161][960/1253] lr: 9.260e-02, eta: 1 day, 16:04:13, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4523, top5_acc: 0.6885, loss_cls: 2.4817, loss: 2.4817, grad_norm: 2.0146 2020-07-19 17:26:31,686 - mmaction - INFO - Epoch [161][980/1253] lr: 9.260e-02, eta: 1 day, 16:03:46, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.4458, top5_acc: 0.6997, loss_cls: 2.4323, loss: 2.4323, grad_norm: 2.0724 2020-07-19 17:26:53,196 - mmaction - INFO - Epoch [161][1000/1253] lr: 9.260e-02, eta: 1 day, 16:03:19, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.4503, top5_acc: 0.6880, loss_cls: 2.4824, loss: 2.4824, grad_norm: 1.9951 2020-07-19 17:27:14,428 - mmaction - INFO - Epoch [161][1020/1253] lr: 9.260e-02, eta: 1 day, 16:02:53, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.4529, top5_acc: 0.6872, loss_cls: 2.4696, loss: 2.4696, grad_norm: 1.9610 2020-07-19 17:27:36,337 - mmaction - INFO - Epoch [161][1040/1253] lr: 9.260e-02, eta: 1 day, 16:02:26, time: 1.096, data_time: 0.014, memory: 9059, top1_acc: 0.4596, top5_acc: 0.6956, loss_cls: 2.4356, loss: 2.4356, grad_norm: 2.0151 2020-07-19 17:27:57,860 - mmaction - INFO - Epoch [161][1060/1253] lr: 9.260e-02, eta: 1 day, 16:02:00, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.4602, top5_acc: 0.7018, loss_cls: 2.3733, loss: 2.3733, grad_norm: 1.9155 2020-07-19 17:28:19,328 - mmaction - INFO - Epoch [161][1080/1253] lr: 9.260e-02, eta: 1 day, 16:01:33, time: 1.073, data_time: 0.001, memory: 9059, top1_acc: 0.4320, top5_acc: 0.6789, loss_cls: 2.5160, loss: 2.5160, grad_norm: 2.0316 2020-07-19 17:28:41,168 - mmaction - INFO - Epoch [161][1100/1253] lr: 9.260e-02, eta: 1 day, 16:01:07, time: 1.092, data_time: 0.014, memory: 9059, top1_acc: 0.4513, top5_acc: 0.6909, loss_cls: 2.4284, loss: 2.4284, grad_norm: 2.0035 2020-07-19 17:29:02,581 - mmaction - INFO - Epoch [161][1120/1253] lr: 9.260e-02, eta: 1 day, 16:00:40, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4510, top5_acc: 0.6917, loss_cls: 2.4470, loss: 2.4470, grad_norm: 2.0094 2020-07-19 17:29:23,994 - mmaction - INFO - Epoch [161][1140/1253] lr: 9.260e-02, eta: 1 day, 16:00:14, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4539, top5_acc: 0.6964, loss_cls: 2.4337, loss: 2.4337, grad_norm: 2.0130 2020-07-19 17:29:45,304 - mmaction - INFO - Epoch [161][1160/1253] lr: 9.260e-02, eta: 1 day, 15:59:47, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4396, top5_acc: 0.6885, loss_cls: 2.4642, loss: 2.4642, grad_norm: 1.9834 2020-07-19 17:30:06,707 - mmaction - INFO - Epoch [161][1180/1253] lr: 9.260e-02, eta: 1 day, 15:59:20, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.4510, top5_acc: 0.6951, loss_cls: 2.4269, loss: 2.4269, grad_norm: 2.0027 2020-07-19 17:30:29,343 - mmaction - INFO - Epoch [161][1200/1253] lr: 9.260e-02, eta: 1 day, 15:58:55, time: 1.130, data_time: 0.002, memory: 9059, top1_acc: 0.4549, top5_acc: 0.7005, loss_cls: 2.4283, loss: 2.4283, grad_norm: 2.0340 2020-07-19 17:30:50,663 - mmaction - INFO - Epoch [161][1220/1253] lr: 9.260e-02, eta: 1 day, 15:58:28, time: 1.068, data_time: 0.004, memory: 9059, top1_acc: 0.4500, top5_acc: 0.6992, loss_cls: 2.4163, loss: 2.4163, grad_norm: 2.0455 2020-07-19 17:31:12,001 - mmaction - INFO - Epoch [161][1240/1253] lr: 9.260e-02, eta: 1 day, 15:58:01, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.4625, top5_acc: 0.6885, loss_cls: 2.4441, loss: 2.4441, grad_norm: 1.9786 2020-07-19 17:34:42,241 - mmaction - INFO - Epoch [162][20/1253] lr: 9.090e-02, eta: 1 day, 15:59:36, time: 9.464, data_time: 8.183, memory: 9059, top1_acc: 0.4500, top5_acc: 0.6956, loss_cls: 2.4338, loss: 2.4338, grad_norm: 2.0333 2020-07-19 17:35:03,630 - mmaction - INFO - Epoch [162][40/1253] lr: 9.090e-02, eta: 1 day, 15:59:10, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4539, top5_acc: 0.7000, loss_cls: 2.3920, loss: 2.3920, grad_norm: 1.9877 2020-07-19 17:35:25,017 - mmaction - INFO - Epoch [162][60/1253] lr: 9.090e-02, eta: 1 day, 15:58:43, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.4477, top5_acc: 0.6977, loss_cls: 2.4539, loss: 2.4539, grad_norm: 2.0714 2020-07-19 17:35:46,748 - mmaction - INFO - Epoch [162][80/1253] lr: 9.090e-02, eta: 1 day, 15:58:16, time: 1.085, data_time: 0.002, memory: 9059, top1_acc: 0.4516, top5_acc: 0.7026, loss_cls: 2.4422, loss: 2.4422, grad_norm: 1.9739 2020-07-19 17:36:08,024 - mmaction - INFO - Epoch [162][100/1253] lr: 9.090e-02, eta: 1 day, 15:57:50, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.4628, top5_acc: 0.6956, loss_cls: 2.3956, loss: 2.3956, grad_norm: 1.9427 2020-07-19 17:36:29,274 - mmaction - INFO - Epoch [162][120/1253] lr: 9.090e-02, eta: 1 day, 15:57:23, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4578, top5_acc: 0.7047, loss_cls: 2.3959, loss: 2.3959, grad_norm: 2.0215 2020-07-19 17:36:50,715 - mmaction - INFO - Epoch [162][140/1253] lr: 9.090e-02, eta: 1 day, 15:56:56, time: 1.072, data_time: 0.007, memory: 9059, top1_acc: 0.4508, top5_acc: 0.6982, loss_cls: 2.4610, loss: 2.4610, grad_norm: 2.0279 2020-07-19 17:37:12,165 - mmaction - INFO - Epoch [162][160/1253] lr: 9.090e-02, eta: 1 day, 15:56:29, time: 1.071, data_time: 0.001, memory: 9059, top1_acc: 0.4570, top5_acc: 0.6932, loss_cls: 2.4002, loss: 2.4002, grad_norm: 2.0257 2020-07-19 17:37:33,671 - mmaction - INFO - Epoch [162][180/1253] lr: 9.090e-02, eta: 1 day, 15:56:03, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4521, top5_acc: 0.6943, loss_cls: 2.4337, loss: 2.4337, grad_norm: 2.0477 2020-07-19 17:37:54,781 - mmaction - INFO - Epoch [162][200/1253] lr: 9.090e-02, eta: 1 day, 15:55:36, time: 1.055, data_time: 0.002, memory: 9059, top1_acc: 0.4542, top5_acc: 0.7026, loss_cls: 2.4314, loss: 2.4314, grad_norm: 2.0243 2020-07-19 17:38:15,997 - mmaction - INFO - Epoch [162][220/1253] lr: 9.090e-02, eta: 1 day, 15:55:09, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4612, top5_acc: 0.7078, loss_cls: 2.3692, loss: 2.3692, grad_norm: 1.9925 2020-07-19 17:38:37,605 - mmaction - INFO - Epoch [162][240/1253] lr: 9.090e-02, eta: 1 day, 15:54:42, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.4539, top5_acc: 0.7016, loss_cls: 2.3920, loss: 2.3920, grad_norm: 2.0060 2020-07-19 17:38:59,006 - mmaction - INFO - Epoch [162][260/1253] lr: 9.090e-02, eta: 1 day, 15:54:16, time: 1.070, data_time: 0.004, memory: 9059, top1_acc: 0.4607, top5_acc: 0.6977, loss_cls: 2.4074, loss: 2.4074, grad_norm: 2.0230 2020-07-19 17:39:20,256 - mmaction - INFO - Epoch [162][280/1253] lr: 9.090e-02, eta: 1 day, 15:53:49, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.4401, top5_acc: 0.6997, loss_cls: 2.4489, loss: 2.4489, grad_norm: 2.0080 2020-07-19 17:39:41,651 - mmaction - INFO - Epoch [162][300/1253] lr: 9.090e-02, eta: 1 day, 15:53:22, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.4607, top5_acc: 0.7135, loss_cls: 2.3340, loss: 2.3340, grad_norm: 2.0219 2020-07-19 17:40:03,450 - mmaction - INFO - Epoch [162][320/1253] lr: 9.090e-02, eta: 1 day, 15:52:56, time: 1.090, data_time: 0.014, memory: 9059, top1_acc: 0.4682, top5_acc: 0.7089, loss_cls: 2.4091, loss: 2.4091, grad_norm: 2.0375 2020-07-19 17:40:25,010 - mmaction - INFO - Epoch [162][340/1253] lr: 9.090e-02, eta: 1 day, 15:52:29, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.4586, top5_acc: 0.6987, loss_cls: 2.4267, loss: 2.4267, grad_norm: 2.0318 2020-07-19 17:40:46,262 - mmaction - INFO - Epoch [162][360/1253] lr: 9.090e-02, eta: 1 day, 15:52:02, time: 1.061, data_time: 0.001, memory: 9059, top1_acc: 0.4440, top5_acc: 0.6966, loss_cls: 2.4551, loss: 2.4551, grad_norm: 2.0285 2020-07-19 17:41:07,565 - mmaction - INFO - Epoch [162][380/1253] lr: 9.090e-02, eta: 1 day, 15:51:36, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4505, top5_acc: 0.7016, loss_cls: 2.3949, loss: 2.3949, grad_norm: 2.0109 2020-07-19 17:41:28,975 - mmaction - INFO - Epoch [162][400/1253] lr: 9.090e-02, eta: 1 day, 15:51:09, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4557, top5_acc: 0.7047, loss_cls: 2.3883, loss: 2.3883, grad_norm: 2.0663 2020-07-19 17:41:50,174 - mmaction - INFO - Epoch [162][420/1253] lr: 9.090e-02, eta: 1 day, 15:50:42, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4578, top5_acc: 0.6930, loss_cls: 2.4318, loss: 2.4318, grad_norm: 2.0608 2020-07-19 17:42:11,766 - mmaction - INFO - Epoch [162][440/1253] lr: 9.090e-02, eta: 1 day, 15:50:16, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.4388, top5_acc: 0.6898, loss_cls: 2.4826, loss: 2.4826, grad_norm: 2.0646 2020-07-19 17:42:33,164 - mmaction - INFO - Epoch [162][460/1253] lr: 9.090e-02, eta: 1 day, 15:49:49, time: 1.071, data_time: 0.003, memory: 9059, top1_acc: 0.4466, top5_acc: 0.6870, loss_cls: 2.4821, loss: 2.4821, grad_norm: 2.0309 2020-07-19 17:42:54,835 - mmaction - INFO - Epoch [162][480/1253] lr: 9.090e-02, eta: 1 day, 15:49:22, time: 1.085, data_time: 0.002, memory: 9059, top1_acc: 0.4531, top5_acc: 0.6909, loss_cls: 2.4642, loss: 2.4642, grad_norm: 2.0269 2020-07-19 17:43:16,240 - mmaction - INFO - Epoch [162][500/1253] lr: 9.090e-02, eta: 1 day, 15:48:56, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.4523, top5_acc: 0.7036, loss_cls: 2.3648, loss: 2.3648, grad_norm: 2.0314 2020-07-19 17:43:37,663 - mmaction - INFO - Epoch [162][520/1253] lr: 9.090e-02, eta: 1 day, 15:48:29, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4542, top5_acc: 0.6974, loss_cls: 2.4024, loss: 2.4024, grad_norm: 2.0030 2020-07-19 17:43:58,990 - mmaction - INFO - Epoch [162][540/1253] lr: 9.090e-02, eta: 1 day, 15:48:02, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4529, top5_acc: 0.7039, loss_cls: 2.4103, loss: 2.4103, grad_norm: 2.0130 2020-07-19 17:44:20,450 - mmaction - INFO - Epoch [162][560/1253] lr: 9.090e-02, eta: 1 day, 15:47:36, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.4576, top5_acc: 0.7047, loss_cls: 2.3870, loss: 2.3870, grad_norm: 2.0289 2020-07-19 17:44:41,749 - mmaction - INFO - Epoch [162][580/1253] lr: 9.090e-02, eta: 1 day, 15:47:09, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.4622, top5_acc: 0.6956, loss_cls: 2.3966, loss: 2.3966, grad_norm: 2.0132 2020-07-19 17:45:03,282 - mmaction - INFO - Epoch [162][600/1253] lr: 9.090e-02, eta: 1 day, 15:46:42, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.4747, top5_acc: 0.7060, loss_cls: 2.3476, loss: 2.3476, grad_norm: 1.9631 2020-07-19 17:45:24,599 - mmaction - INFO - Epoch [162][620/1253] lr: 9.090e-02, eta: 1 day, 15:46:16, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4555, top5_acc: 0.7018, loss_cls: 2.4198, loss: 2.4198, grad_norm: 2.0053 2020-07-19 17:45:46,014 - mmaction - INFO - Epoch [162][640/1253] lr: 9.090e-02, eta: 1 day, 15:45:49, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.4370, top5_acc: 0.6883, loss_cls: 2.4970, loss: 2.4970, grad_norm: 2.0609 2020-07-19 17:46:07,367 - mmaction - INFO - Epoch [162][660/1253] lr: 9.090e-02, eta: 1 day, 15:45:22, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4615, top5_acc: 0.7000, loss_cls: 2.4067, loss: 2.4067, grad_norm: 2.0485 2020-07-19 17:46:28,870 - mmaction - INFO - Epoch [162][680/1253] lr: 9.090e-02, eta: 1 day, 15:44:56, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4570, top5_acc: 0.6935, loss_cls: 2.4161, loss: 2.4161, grad_norm: 1.9997 2020-07-19 17:46:50,137 - mmaction - INFO - Epoch [162][700/1253] lr: 9.090e-02, eta: 1 day, 15:44:29, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4536, top5_acc: 0.6893, loss_cls: 2.4583, loss: 2.4583, grad_norm: 2.0265 2020-07-19 17:47:11,606 - mmaction - INFO - Epoch [162][720/1253] lr: 9.090e-02, eta: 1 day, 15:44:02, time: 1.074, data_time: 0.011, memory: 9059, top1_acc: 0.4500, top5_acc: 0.7003, loss_cls: 2.4207, loss: 2.4207, grad_norm: 2.0304 2020-07-19 17:47:33,332 - mmaction - INFO - Epoch [162][740/1253] lr: 9.090e-02, eta: 1 day, 15:43:36, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.4466, top5_acc: 0.6956, loss_cls: 2.4117, loss: 2.4117, grad_norm: 2.0368 2020-07-19 17:47:54,714 - mmaction - INFO - Epoch [162][760/1253] lr: 9.090e-02, eta: 1 day, 15:43:09, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4609, top5_acc: 0.6938, loss_cls: 2.4191, loss: 2.4191, grad_norm: 2.0222 2020-07-19 17:48:15,893 - mmaction - INFO - Epoch [162][780/1253] lr: 9.090e-02, eta: 1 day, 15:42:42, time: 1.057, data_time: 0.001, memory: 9059, top1_acc: 0.4388, top5_acc: 0.6875, loss_cls: 2.4723, loss: 2.4723, grad_norm: 2.0227 2020-07-19 17:48:37,454 - mmaction - INFO - Epoch [162][800/1253] lr: 9.090e-02, eta: 1 day, 15:42:16, time: 1.079, data_time: 0.003, memory: 9059, top1_acc: 0.4568, top5_acc: 0.6852, loss_cls: 2.4438, loss: 2.4438, grad_norm: 1.9908 2020-07-19 17:48:58,958 - mmaction - INFO - Epoch [162][820/1253] lr: 9.090e-02, eta: 1 day, 15:41:49, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.4451, top5_acc: 0.6906, loss_cls: 2.4675, loss: 2.4675, grad_norm: 2.0137 2020-07-19 17:49:20,242 - mmaction - INFO - Epoch [162][840/1253] lr: 9.090e-02, eta: 1 day, 15:41:23, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.4536, top5_acc: 0.6958, loss_cls: 2.4117, loss: 2.4117, grad_norm: 2.0390 2020-07-19 17:49:42,153 - mmaction - INFO - Epoch [162][860/1253] lr: 9.090e-02, eta: 1 day, 15:40:56, time: 1.096, data_time: 0.017, memory: 9059, top1_acc: 0.4549, top5_acc: 0.6969, loss_cls: 2.4043, loss: 2.4043, grad_norm: 2.0130 2020-07-19 17:50:03,425 - mmaction - INFO - Epoch [162][880/1253] lr: 9.090e-02, eta: 1 day, 15:40:30, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4419, top5_acc: 0.6844, loss_cls: 2.4812, loss: 2.4812, grad_norm: 2.0289 2020-07-19 17:50:24,740 - mmaction - INFO - Epoch [162][900/1253] lr: 9.090e-02, eta: 1 day, 15:40:03, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4523, top5_acc: 0.6977, loss_cls: 2.4450, loss: 2.4450, grad_norm: 2.0295 2020-07-19 17:50:46,145 - mmaction - INFO - Epoch [162][920/1253] lr: 9.090e-02, eta: 1 day, 15:39:36, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4448, top5_acc: 0.6922, loss_cls: 2.4694, loss: 2.4694, grad_norm: 2.0443 2020-07-19 17:51:07,763 - mmaction - INFO - Epoch [162][940/1253] lr: 9.090e-02, eta: 1 day, 15:39:10, time: 1.083, data_time: 0.004, memory: 9059, top1_acc: 0.4596, top5_acc: 0.7029, loss_cls: 2.4029, loss: 2.4029, grad_norm: 2.0281 2020-07-19 17:51:29,209 - mmaction - INFO - Epoch [162][960/1253] lr: 9.090e-02, eta: 1 day, 15:38:43, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.4508, top5_acc: 0.7057, loss_cls: 2.4172, loss: 2.4172, grad_norm: 2.0288 2020-07-19 17:51:50,337 - mmaction - INFO - Epoch [162][980/1253] lr: 9.090e-02, eta: 1 day, 15:38:16, time: 1.056, data_time: 0.001, memory: 9059, top1_acc: 0.4617, top5_acc: 0.6982, loss_cls: 2.3951, loss: 2.3951, grad_norm: 2.0128 2020-07-19 17:52:11,671 - mmaction - INFO - Epoch [162][1000/1253] lr: 9.090e-02, eta: 1 day, 15:37:50, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4419, top5_acc: 0.6898, loss_cls: 2.4411, loss: 2.4411, grad_norm: 2.0911 2020-07-19 17:52:33,045 - mmaction - INFO - Epoch [162][1020/1253] lr: 9.090e-02, eta: 1 day, 15:37:23, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4357, top5_acc: 0.6802, loss_cls: 2.4934, loss: 2.4934, grad_norm: 2.0395 2020-07-19 17:52:54,384 - mmaction - INFO - Epoch [162][1040/1253] lr: 9.090e-02, eta: 1 day, 15:36:56, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.4469, top5_acc: 0.6831, loss_cls: 2.4442, loss: 2.4442, grad_norm: 1.9941 2020-07-19 17:53:15,594 - mmaction - INFO - Epoch [162][1060/1253] lr: 9.090e-02, eta: 1 day, 15:36:29, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4521, top5_acc: 0.6888, loss_cls: 2.4552, loss: 2.4552, grad_norm: 2.0289 2020-07-19 17:53:36,889 - mmaction - INFO - Epoch [162][1080/1253] lr: 9.090e-02, eta: 1 day, 15:36:03, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4492, top5_acc: 0.6995, loss_cls: 2.4464, loss: 2.4464, grad_norm: 2.0405 2020-07-19 17:53:58,330 - mmaction - INFO - Epoch [162][1100/1253] lr: 9.090e-02, eta: 1 day, 15:35:36, time: 1.073, data_time: 0.004, memory: 9059, top1_acc: 0.4409, top5_acc: 0.6956, loss_cls: 2.4619, loss: 2.4619, grad_norm: 1.9900 2020-07-19 17:54:19,789 - mmaction - INFO - Epoch [162][1120/1253] lr: 9.090e-02, eta: 1 day, 15:35:09, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4471, top5_acc: 0.6979, loss_cls: 2.4341, loss: 2.4341, grad_norm: 1.9966 2020-07-19 17:54:41,162 - mmaction - INFO - Epoch [162][1140/1253] lr: 9.090e-02, eta: 1 day, 15:34:43, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.4570, top5_acc: 0.6945, loss_cls: 2.4315, loss: 2.4315, grad_norm: 1.9811 2020-07-19 17:55:02,487 - mmaction - INFO - Epoch [162][1160/1253] lr: 9.090e-02, eta: 1 day, 15:34:16, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.4445, top5_acc: 0.6904, loss_cls: 2.4370, loss: 2.4370, grad_norm: 2.0172 2020-07-19 17:55:23,624 - mmaction - INFO - Epoch [162][1180/1253] lr: 9.090e-02, eta: 1 day, 15:33:49, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.4563, top5_acc: 0.7010, loss_cls: 2.4355, loss: 2.4355, grad_norm: 2.0444 2020-07-19 17:55:45,146 - mmaction - INFO - Epoch [162][1200/1253] lr: 9.090e-02, eta: 1 day, 15:33:23, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4661, top5_acc: 0.7115, loss_cls: 2.3725, loss: 2.3725, grad_norm: 1.9823 2020-07-19 17:56:06,729 - mmaction - INFO - Epoch [162][1220/1253] lr: 9.090e-02, eta: 1 day, 15:32:56, time: 1.080, data_time: 0.003, memory: 9059, top1_acc: 0.4503, top5_acc: 0.6810, loss_cls: 2.4720, loss: 2.4720, grad_norm: 1.9888 2020-07-19 17:56:27,949 - mmaction - INFO - Epoch [162][1240/1253] lr: 9.090e-02, eta: 1 day, 15:32:29, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4745, top5_acc: 0.7068, loss_cls: 2.3438, loss: 2.3438, grad_norm: 1.9860 2020-07-19 17:59:55,031 - mmaction - INFO - Epoch [163][20/1253] lr: 8.921e-02, eta: 1 day, 15:33:59, time: 9.319, data_time: 8.012, memory: 9059, top1_acc: 0.4565, top5_acc: 0.7023, loss_cls: 2.4028, loss: 2.4028, grad_norm: 2.0177 2020-07-19 18:00:25,118 - mmaction - INFO - Epoch [163][40/1253] lr: 8.921e-02, eta: 1 day, 15:33:40, time: 1.493, data_time: 0.002, memory: 9059, top1_acc: 0.4589, top5_acc: 0.7003, loss_cls: 2.3869, loss: 2.3869, grad_norm: 2.0192 2020-07-19 18:00:46,789 - mmaction - INFO - Epoch [163][60/1253] lr: 8.921e-02, eta: 1 day, 15:33:14, time: 1.095, data_time: 0.020, memory: 9059, top1_acc: 0.4576, top5_acc: 0.7008, loss_cls: 2.4015, loss: 2.4015, grad_norm: 2.0268 2020-07-19 18:01:08,138 - mmaction - INFO - Epoch [163][80/1253] lr: 8.921e-02, eta: 1 day, 15:32:47, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4628, top5_acc: 0.6935, loss_cls: 2.4107, loss: 2.4107, grad_norm: 2.0026 2020-07-19 18:01:29,343 - mmaction - INFO - Epoch [163][100/1253] lr: 8.921e-02, eta: 1 day, 15:32:21, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4557, top5_acc: 0.6990, loss_cls: 2.4207, loss: 2.4207, grad_norm: 2.0277 2020-07-19 18:01:50,606 - mmaction - INFO - Epoch [163][120/1253] lr: 8.921e-02, eta: 1 day, 15:31:54, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4505, top5_acc: 0.6930, loss_cls: 2.4523, loss: 2.4523, grad_norm: 2.0372 2020-07-19 18:02:12,104 - mmaction - INFO - Epoch [163][140/1253] lr: 8.921e-02, eta: 1 day, 15:31:27, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4568, top5_acc: 0.7023, loss_cls: 2.3926, loss: 2.3926, grad_norm: 2.0494 2020-07-19 18:02:33,475 - mmaction - INFO - Epoch [163][160/1253] lr: 8.921e-02, eta: 1 day, 15:31:00, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4518, top5_acc: 0.7003, loss_cls: 2.4099, loss: 2.4099, grad_norm: 2.0349 2020-07-19 18:02:54,822 - mmaction - INFO - Epoch [163][180/1253] lr: 8.921e-02, eta: 1 day, 15:30:34, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4659, top5_acc: 0.7076, loss_cls: 2.3668, loss: 2.3668, grad_norm: 2.0042 2020-07-19 18:03:16,239 - mmaction - INFO - Epoch [163][200/1253] lr: 8.921e-02, eta: 1 day, 15:30:07, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4482, top5_acc: 0.6953, loss_cls: 2.4539, loss: 2.4539, grad_norm: 2.0911 2020-07-19 18:03:37,540 - mmaction - INFO - Epoch [163][220/1253] lr: 8.921e-02, eta: 1 day, 15:29:40, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4453, top5_acc: 0.6883, loss_cls: 2.4802, loss: 2.4802, grad_norm: 2.0138 2020-07-19 18:03:58,846 - mmaction - INFO - Epoch [163][240/1253] lr: 8.921e-02, eta: 1 day, 15:29:14, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.4484, top5_acc: 0.7078, loss_cls: 2.3940, loss: 2.3940, grad_norm: 2.0256 2020-07-19 18:04:20,274 - mmaction - INFO - Epoch [163][260/1253] lr: 8.921e-02, eta: 1 day, 15:28:47, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4651, top5_acc: 0.7031, loss_cls: 2.3717, loss: 2.3717, grad_norm: 2.0077 2020-07-19 18:04:41,595 - mmaction - INFO - Epoch [163][280/1253] lr: 8.921e-02, eta: 1 day, 15:28:20, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4430, top5_acc: 0.6932, loss_cls: 2.4641, loss: 2.4641, grad_norm: 2.0082 2020-07-19 18:05:03,175 - mmaction - INFO - Epoch [163][300/1253] lr: 8.921e-02, eta: 1 day, 15:27:54, time: 1.078, data_time: 0.001, memory: 9059, top1_acc: 0.4591, top5_acc: 0.6969, loss_cls: 2.4032, loss: 2.4032, grad_norm: 2.0257 2020-07-19 18:05:24,648 - mmaction - INFO - Epoch [163][320/1253] lr: 8.921e-02, eta: 1 day, 15:27:27, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.4549, top5_acc: 0.6924, loss_cls: 2.4205, loss: 2.4205, grad_norm: 2.0223 2020-07-19 18:05:46,023 - mmaction - INFO - Epoch [163][340/1253] lr: 8.921e-02, eta: 1 day, 15:27:01, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.4602, top5_acc: 0.6982, loss_cls: 2.4069, loss: 2.4069, grad_norm: 2.0410 2020-07-19 18:06:07,421 - mmaction - INFO - Epoch [163][360/1253] lr: 8.921e-02, eta: 1 day, 15:26:34, time: 1.072, data_time: 0.007, memory: 9059, top1_acc: 0.4617, top5_acc: 0.6930, loss_cls: 2.4201, loss: 2.4201, grad_norm: 2.0036 2020-07-19 18:06:28,629 - mmaction - INFO - Epoch [163][380/1253] lr: 8.921e-02, eta: 1 day, 15:26:07, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.4385, top5_acc: 0.6826, loss_cls: 2.5202, loss: 2.5202, grad_norm: 2.0189 2020-07-19 18:06:50,362 - mmaction - INFO - Epoch [163][400/1253] lr: 8.921e-02, eta: 1 day, 15:25:41, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.4667, top5_acc: 0.7164, loss_cls: 2.3210, loss: 2.3210, grad_norm: 1.9940 2020-07-19 18:07:12,055 - mmaction - INFO - Epoch [163][420/1253] lr: 8.921e-02, eta: 1 day, 15:25:14, time: 1.085, data_time: 0.003, memory: 9059, top1_acc: 0.4531, top5_acc: 0.6911, loss_cls: 2.4091, loss: 2.4091, grad_norm: 2.0663 2020-07-19 18:07:33,477 - mmaction - INFO - Epoch [163][440/1253] lr: 8.921e-02, eta: 1 day, 15:24:48, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4427, top5_acc: 0.6948, loss_cls: 2.4476, loss: 2.4476, grad_norm: 2.0290 2020-07-19 18:07:54,969 - mmaction - INFO - Epoch [163][460/1253] lr: 8.921e-02, eta: 1 day, 15:24:21, time: 1.076, data_time: 0.003, memory: 9059, top1_acc: 0.4503, top5_acc: 0.7122, loss_cls: 2.4024, loss: 2.4024, grad_norm: 2.0244 2020-07-19 18:08:16,240 - mmaction - INFO - Epoch [163][480/1253] lr: 8.921e-02, eta: 1 day, 15:23:54, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4589, top5_acc: 0.6961, loss_cls: 2.4510, loss: 2.4510, grad_norm: 2.0708 2020-07-19 18:08:37,461 - mmaction - INFO - Epoch [163][500/1253] lr: 8.921e-02, eta: 1 day, 15:23:28, time: 1.061, data_time: 0.001, memory: 9059, top1_acc: 0.4581, top5_acc: 0.7089, loss_cls: 2.3740, loss: 2.3740, grad_norm: 1.9720 2020-07-19 18:08:59,058 - mmaction - INFO - Epoch [163][520/1253] lr: 8.921e-02, eta: 1 day, 15:23:01, time: 1.077, data_time: 0.001, memory: 9059, top1_acc: 0.4568, top5_acc: 0.6945, loss_cls: 2.3933, loss: 2.3933, grad_norm: 2.0407 2020-07-19 18:09:20,353 - mmaction - INFO - Epoch [163][540/1253] lr: 8.921e-02, eta: 1 day, 15:22:35, time: 1.066, data_time: 0.004, memory: 9059, top1_acc: 0.4599, top5_acc: 0.6956, loss_cls: 2.4028, loss: 2.4028, grad_norm: 2.0110 2020-07-19 18:09:41,666 - mmaction - INFO - Epoch [163][560/1253] lr: 8.921e-02, eta: 1 day, 15:22:08, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4557, top5_acc: 0.6958, loss_cls: 2.4190, loss: 2.4190, grad_norm: 2.0540 2020-07-19 18:10:03,054 - mmaction - INFO - Epoch [163][580/1253] lr: 8.921e-02, eta: 1 day, 15:21:41, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4604, top5_acc: 0.7081, loss_cls: 2.3830, loss: 2.3830, grad_norm: 2.0077 2020-07-19 18:10:24,430 - mmaction - INFO - Epoch [163][600/1253] lr: 8.921e-02, eta: 1 day, 15:21:15, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4518, top5_acc: 0.7047, loss_cls: 2.3801, loss: 2.3801, grad_norm: 2.0670 2020-07-19 18:10:45,782 - mmaction - INFO - Epoch [163][620/1253] lr: 8.921e-02, eta: 1 day, 15:20:48, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4315, top5_acc: 0.6893, loss_cls: 2.4945, loss: 2.4945, grad_norm: 2.0964 2020-07-19 18:11:07,080 - mmaction - INFO - Epoch [163][640/1253] lr: 8.921e-02, eta: 1 day, 15:20:21, time: 1.066, data_time: 0.007, memory: 9059, top1_acc: 0.4547, top5_acc: 0.6852, loss_cls: 2.4831, loss: 2.4831, grad_norm: 2.0507 2020-07-19 18:11:28,408 - mmaction - INFO - Epoch [163][660/1253] lr: 8.921e-02, eta: 1 day, 15:19:54, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4596, top5_acc: 0.7026, loss_cls: 2.3855, loss: 2.3855, grad_norm: 2.0172 2020-07-19 18:11:49,613 - mmaction - INFO - Epoch [163][680/1253] lr: 8.921e-02, eta: 1 day, 15:19:28, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4497, top5_acc: 0.6943, loss_cls: 2.4106, loss: 2.4106, grad_norm: 1.9947 2020-07-19 18:12:10,857 - mmaction - INFO - Epoch [163][700/1253] lr: 8.921e-02, eta: 1 day, 15:19:01, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4484, top5_acc: 0.6982, loss_cls: 2.4299, loss: 2.4299, grad_norm: 2.0370 2020-07-19 18:12:32,183 - mmaction - INFO - Epoch [163][720/1253] lr: 8.921e-02, eta: 1 day, 15:18:34, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4440, top5_acc: 0.6938, loss_cls: 2.4209, loss: 2.4209, grad_norm: 2.0522 2020-07-19 18:12:53,363 - mmaction - INFO - Epoch [163][740/1253] lr: 8.921e-02, eta: 1 day, 15:18:07, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4529, top5_acc: 0.7003, loss_cls: 2.3969, loss: 2.3969, grad_norm: 2.0862 2020-07-19 18:13:14,733 - mmaction - INFO - Epoch [163][760/1253] lr: 8.921e-02, eta: 1 day, 15:17:41, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4531, top5_acc: 0.6938, loss_cls: 2.4222, loss: 2.4222, grad_norm: 2.0367 2020-07-19 18:13:36,082 - mmaction - INFO - Epoch [163][780/1253] lr: 8.921e-02, eta: 1 day, 15:17:14, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.4622, top5_acc: 0.7010, loss_cls: 2.4018, loss: 2.4018, grad_norm: 2.0715 2020-07-19 18:13:57,800 - mmaction - INFO - Epoch [163][800/1253] lr: 8.921e-02, eta: 1 day, 15:16:48, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.4456, top5_acc: 0.6904, loss_cls: 2.4469, loss: 2.4469, grad_norm: 2.0469 2020-07-19 18:14:19,550 - mmaction - INFO - Epoch [163][820/1253] lr: 8.921e-02, eta: 1 day, 15:16:22, time: 1.088, data_time: 0.002, memory: 9059, top1_acc: 0.4552, top5_acc: 0.7000, loss_cls: 2.4136, loss: 2.4136, grad_norm: 1.9986 2020-07-19 18:14:40,841 - mmaction - INFO - Epoch [163][840/1253] lr: 8.921e-02, eta: 1 day, 15:15:55, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.4620, top5_acc: 0.6878, loss_cls: 2.4390, loss: 2.4390, grad_norm: 2.0386 2020-07-19 18:15:01,991 - mmaction - INFO - Epoch [163][860/1253] lr: 8.921e-02, eta: 1 day, 15:15:28, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.4599, top5_acc: 0.7036, loss_cls: 2.4075, loss: 2.4075, grad_norm: 2.0089 2020-07-19 18:15:23,257 - mmaction - INFO - Epoch [163][880/1253] lr: 8.921e-02, eta: 1 day, 15:15:01, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4401, top5_acc: 0.6831, loss_cls: 2.5051, loss: 2.5051, grad_norm: 2.0215 2020-07-19 18:15:44,721 - mmaction - INFO - Epoch [163][900/1253] lr: 8.921e-02, eta: 1 day, 15:14:35, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4495, top5_acc: 0.6896, loss_cls: 2.4798, loss: 2.4798, grad_norm: 1.9730 2020-07-19 18:16:05,939 - mmaction - INFO - Epoch [163][920/1253] lr: 8.921e-02, eta: 1 day, 15:14:08, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4695, top5_acc: 0.7034, loss_cls: 2.3725, loss: 2.3725, grad_norm: 1.9877 2020-07-19 18:16:27,342 - mmaction - INFO - Epoch [163][940/1253] lr: 8.921e-02, eta: 1 day, 15:13:41, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.4583, top5_acc: 0.7081, loss_cls: 2.4006, loss: 2.4006, grad_norm: 2.0307 2020-07-19 18:16:48,609 - mmaction - INFO - Epoch [163][960/1253] lr: 8.921e-02, eta: 1 day, 15:13:15, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4544, top5_acc: 0.6935, loss_cls: 2.4314, loss: 2.4314, grad_norm: 2.0581 2020-07-19 18:17:09,938 - mmaction - INFO - Epoch [163][980/1253] lr: 8.921e-02, eta: 1 day, 15:12:48, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4492, top5_acc: 0.6971, loss_cls: 2.4214, loss: 2.4214, grad_norm: 2.0686 2020-07-19 18:17:31,382 - mmaction - INFO - Epoch [163][1000/1253] lr: 8.921e-02, eta: 1 day, 15:12:21, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4565, top5_acc: 0.7013, loss_cls: 2.4015, loss: 2.4015, grad_norm: 2.0751 2020-07-19 18:17:52,648 - mmaction - INFO - Epoch [163][1020/1253] lr: 8.921e-02, eta: 1 day, 15:11:55, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.4591, top5_acc: 0.7013, loss_cls: 2.3936, loss: 2.3936, grad_norm: 2.0609 2020-07-19 18:18:13,872 - mmaction - INFO - Epoch [163][1040/1253] lr: 8.921e-02, eta: 1 day, 15:11:28, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4508, top5_acc: 0.6880, loss_cls: 2.4610, loss: 2.4610, grad_norm: 2.0468 2020-07-19 18:18:35,703 - mmaction - INFO - Epoch [163][1060/1253] lr: 8.921e-02, eta: 1 day, 15:11:02, time: 1.091, data_time: 0.014, memory: 9059, top1_acc: 0.4536, top5_acc: 0.6875, loss_cls: 2.4277, loss: 2.4277, grad_norm: 2.0359 2020-07-19 18:18:57,010 - mmaction - INFO - Epoch [163][1080/1253] lr: 8.921e-02, eta: 1 day, 15:10:35, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4799, top5_acc: 0.7143, loss_cls: 2.3355, loss: 2.3355, grad_norm: 2.0064 2020-07-19 18:19:18,234 - mmaction - INFO - Epoch [163][1100/1253] lr: 8.921e-02, eta: 1 day, 15:10:08, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4323, top5_acc: 0.6891, loss_cls: 2.4862, loss: 2.4862, grad_norm: 2.0522 2020-07-19 18:19:39,747 - mmaction - INFO - Epoch [163][1120/1253] lr: 8.921e-02, eta: 1 day, 15:09:42, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4503, top5_acc: 0.6948, loss_cls: 2.4728, loss: 2.4728, grad_norm: 1.9777 2020-07-19 18:20:01,392 - mmaction - INFO - Epoch [163][1140/1253] lr: 8.921e-02, eta: 1 day, 15:09:16, time: 1.084, data_time: 0.003, memory: 9059, top1_acc: 0.4599, top5_acc: 0.6932, loss_cls: 2.4150, loss: 2.4150, grad_norm: 2.0327 2020-07-19 18:20:22,668 - mmaction - INFO - Epoch [163][1160/1253] lr: 8.921e-02, eta: 1 day, 15:08:49, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4641, top5_acc: 0.6961, loss_cls: 2.4200, loss: 2.4200, grad_norm: 1.9931 2020-07-19 18:20:43,948 - mmaction - INFO - Epoch [163][1180/1253] lr: 8.921e-02, eta: 1 day, 15:08:22, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4557, top5_acc: 0.6938, loss_cls: 2.4524, loss: 2.4524, grad_norm: 1.9804 2020-07-19 18:21:05,431 - mmaction - INFO - Epoch [163][1200/1253] lr: 8.921e-02, eta: 1 day, 15:07:56, time: 1.075, data_time: 0.007, memory: 9059, top1_acc: 0.4521, top5_acc: 0.6932, loss_cls: 2.4163, loss: 2.4163, grad_norm: 2.0308 2020-07-19 18:21:26,865 - mmaction - INFO - Epoch [163][1220/1253] lr: 8.921e-02, eta: 1 day, 15:07:29, time: 1.070, data_time: 0.001, memory: 9059, top1_acc: 0.4445, top5_acc: 0.6862, loss_cls: 2.4799, loss: 2.4799, grad_norm: 2.0774 2020-07-19 18:21:48,512 - mmaction - INFO - Epoch [163][1240/1253] lr: 8.921e-02, eta: 1 day, 15:07:03, time: 1.083, data_time: 0.002, memory: 9059, top1_acc: 0.4523, top5_acc: 0.7013, loss_cls: 2.3931, loss: 2.3931, grad_norm: 2.0155 2020-07-19 18:25:39,210 - mmaction - INFO - Epoch [164][20/1253] lr: 8.754e-02, eta: 1 day, 15:08:47, time: 10.293, data_time: 9.079, memory: 9059, top1_acc: 0.4427, top5_acc: 0.6924, loss_cls: 2.4418, loss: 2.4418, grad_norm: 2.0461 2020-07-19 18:26:00,683 - mmaction - INFO - Epoch [164][40/1253] lr: 8.754e-02, eta: 1 day, 15:08:21, time: 1.072, data_time: 0.008, memory: 9059, top1_acc: 0.4615, top5_acc: 0.7115, loss_cls: 2.3733, loss: 2.3733, grad_norm: 2.0246 2020-07-19 18:26:21,858 - mmaction - INFO - Epoch [164][60/1253] lr: 8.754e-02, eta: 1 day, 15:07:54, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4500, top5_acc: 0.6896, loss_cls: 2.4036, loss: 2.4036, grad_norm: 2.0494 2020-07-19 18:26:42,982 - mmaction - INFO - Epoch [164][80/1253] lr: 8.754e-02, eta: 1 day, 15:07:27, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.4734, top5_acc: 0.7044, loss_cls: 2.3542, loss: 2.3542, grad_norm: 2.0202 2020-07-19 18:27:04,514 - mmaction - INFO - Epoch [164][100/1253] lr: 8.754e-02, eta: 1 day, 15:07:00, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.4745, top5_acc: 0.6995, loss_cls: 2.3974, loss: 2.3974, grad_norm: 2.0193 2020-07-19 18:27:25,819 - mmaction - INFO - Epoch [164][120/1253] lr: 8.754e-02, eta: 1 day, 15:06:34, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4529, top5_acc: 0.6888, loss_cls: 2.4248, loss: 2.4248, grad_norm: 1.9900 2020-07-19 18:27:47,008 - mmaction - INFO - Epoch [164][140/1253] lr: 8.754e-02, eta: 1 day, 15:06:07, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4526, top5_acc: 0.6982, loss_cls: 2.4001, loss: 2.4001, grad_norm: 2.0269 2020-07-19 18:28:08,277 - mmaction - INFO - Epoch [164][160/1253] lr: 8.754e-02, eta: 1 day, 15:05:40, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4698, top5_acc: 0.7055, loss_cls: 2.3791, loss: 2.3791, grad_norm: 2.0311 2020-07-19 18:28:29,990 - mmaction - INFO - Epoch [164][180/1253] lr: 8.754e-02, eta: 1 day, 15:05:14, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.4586, top5_acc: 0.7083, loss_cls: 2.3660, loss: 2.3660, grad_norm: 2.0958 2020-07-19 18:28:51,257 - mmaction - INFO - Epoch [164][200/1253] lr: 8.754e-02, eta: 1 day, 15:04:47, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.4630, top5_acc: 0.7042, loss_cls: 2.3955, loss: 2.3955, grad_norm: 2.0630 2020-07-19 18:29:12,470 - mmaction - INFO - Epoch [164][220/1253] lr: 8.754e-02, eta: 1 day, 15:04:20, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4549, top5_acc: 0.6953, loss_cls: 2.4010, loss: 2.4010, grad_norm: 2.0112 2020-07-19 18:29:33,784 - mmaction - INFO - Epoch [164][240/1253] lr: 8.754e-02, eta: 1 day, 15:03:54, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4635, top5_acc: 0.7023, loss_cls: 2.3481, loss: 2.3481, grad_norm: 2.0020 2020-07-19 18:29:55,643 - mmaction - INFO - Epoch [164][260/1253] lr: 8.754e-02, eta: 1 day, 15:03:28, time: 1.093, data_time: 0.004, memory: 9059, top1_acc: 0.4651, top5_acc: 0.6901, loss_cls: 2.4127, loss: 2.4127, grad_norm: 2.0154 2020-07-19 18:30:18,278 - mmaction - INFO - Epoch [164][280/1253] lr: 8.754e-02, eta: 1 day, 15:03:02, time: 1.132, data_time: 0.002, memory: 9059, top1_acc: 0.4430, top5_acc: 0.6919, loss_cls: 2.4574, loss: 2.4574, grad_norm: 2.0813 2020-07-19 18:30:39,765 - mmaction - INFO - Epoch [164][300/1253] lr: 8.754e-02, eta: 1 day, 15:02:35, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4484, top5_acc: 0.6896, loss_cls: 2.4494, loss: 2.4494, grad_norm: 2.0521 2020-07-19 18:31:00,976 - mmaction - INFO - Epoch [164][320/1253] lr: 8.754e-02, eta: 1 day, 15:02:09, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.4466, top5_acc: 0.6964, loss_cls: 2.4128, loss: 2.4128, grad_norm: 2.0988 2020-07-19 18:31:22,325 - mmaction - INFO - Epoch [164][340/1253] lr: 8.754e-02, eta: 1 day, 15:01:42, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4461, top5_acc: 0.6932, loss_cls: 2.4649, loss: 2.4649, grad_norm: 1.9687 2020-07-19 18:31:43,477 - mmaction - INFO - Epoch [164][360/1253] lr: 8.754e-02, eta: 1 day, 15:01:15, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.4656, top5_acc: 0.7026, loss_cls: 2.3627, loss: 2.3627, grad_norm: 1.9903 2020-07-19 18:32:04,873 - mmaction - INFO - Epoch [164][380/1253] lr: 8.754e-02, eta: 1 day, 15:00:49, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4565, top5_acc: 0.6974, loss_cls: 2.4266, loss: 2.4266, grad_norm: 2.0885 2020-07-19 18:32:26,449 - mmaction - INFO - Epoch [164][400/1253] lr: 8.754e-02, eta: 1 day, 15:00:22, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.4591, top5_acc: 0.7063, loss_cls: 2.4006, loss: 2.4006, grad_norm: 2.0693 2020-07-19 18:32:47,769 - mmaction - INFO - Epoch [164][420/1253] lr: 8.754e-02, eta: 1 day, 14:59:56, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.4680, top5_acc: 0.7146, loss_cls: 2.3558, loss: 2.3558, grad_norm: 2.0572 2020-07-19 18:33:09,313 - mmaction - INFO - Epoch [164][440/1253] lr: 8.754e-02, eta: 1 day, 14:59:29, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.4531, top5_acc: 0.6943, loss_cls: 2.4201, loss: 2.4201, grad_norm: 2.0482 2020-07-19 18:33:30,558 - mmaction - INFO - Epoch [164][460/1253] lr: 8.754e-02, eta: 1 day, 14:59:02, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4518, top5_acc: 0.6979, loss_cls: 2.4367, loss: 2.4367, grad_norm: 2.0637 2020-07-19 18:33:51,910 - mmaction - INFO - Epoch [164][480/1253] lr: 8.754e-02, eta: 1 day, 14:58:36, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4758, top5_acc: 0.7102, loss_cls: 2.3546, loss: 2.3546, grad_norm: 2.0254 2020-07-19 18:34:13,325 - mmaction - INFO - Epoch [164][500/1253] lr: 8.754e-02, eta: 1 day, 14:58:09, time: 1.070, data_time: 0.001, memory: 9059, top1_acc: 0.4719, top5_acc: 0.7078, loss_cls: 2.3596, loss: 2.3596, grad_norm: 2.0165 2020-07-19 18:34:34,745 - mmaction - INFO - Epoch [164][520/1253] lr: 8.754e-02, eta: 1 day, 14:57:43, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4630, top5_acc: 0.7044, loss_cls: 2.3678, loss: 2.3678, grad_norm: 2.0656 2020-07-19 18:34:56,100 - mmaction - INFO - Epoch [164][540/1253] lr: 8.754e-02, eta: 1 day, 14:57:16, time: 1.068, data_time: 0.005, memory: 9059, top1_acc: 0.4609, top5_acc: 0.6909, loss_cls: 2.4128, loss: 2.4128, grad_norm: 2.0509 2020-07-19 18:35:17,276 - mmaction - INFO - Epoch [164][560/1253] lr: 8.754e-02, eta: 1 day, 14:56:49, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4505, top5_acc: 0.6917, loss_cls: 2.4475, loss: 2.4475, grad_norm: 2.0831 2020-07-19 18:35:39,042 - mmaction - INFO - Epoch [164][580/1253] lr: 8.754e-02, eta: 1 day, 14:56:23, time: 1.088, data_time: 0.002, memory: 9059, top1_acc: 0.4495, top5_acc: 0.6875, loss_cls: 2.4630, loss: 2.4630, grad_norm: 2.0042 2020-07-19 18:36:00,365 - mmaction - INFO - Epoch [164][600/1253] lr: 8.754e-02, eta: 1 day, 14:55:56, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.4518, top5_acc: 0.6906, loss_cls: 2.4019, loss: 2.4019, grad_norm: 1.9838 2020-07-19 18:36:21,703 - mmaction - INFO - Epoch [164][620/1253] lr: 8.754e-02, eta: 1 day, 14:55:30, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.4646, top5_acc: 0.7047, loss_cls: 2.3457, loss: 2.3457, grad_norm: 2.0076 2020-07-19 18:36:43,149 - mmaction - INFO - Epoch [164][640/1253] lr: 8.754e-02, eta: 1 day, 14:55:03, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.4568, top5_acc: 0.6940, loss_cls: 2.3970, loss: 2.3970, grad_norm: 2.0285 2020-07-19 18:37:04,327 - mmaction - INFO - Epoch [164][660/1253] lr: 8.754e-02, eta: 1 day, 14:54:36, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4547, top5_acc: 0.7081, loss_cls: 2.3767, loss: 2.3767, grad_norm: 2.0522 2020-07-19 18:37:26,536 - mmaction - INFO - Epoch [164][680/1253] lr: 8.754e-02, eta: 1 day, 14:54:11, time: 1.108, data_time: 0.002, memory: 9059, top1_acc: 0.4563, top5_acc: 0.6914, loss_cls: 2.4553, loss: 2.4553, grad_norm: 2.0514 2020-07-19 18:37:49,930 - mmaction - INFO - Epoch [164][700/1253] lr: 8.754e-02, eta: 1 day, 14:53:46, time: 1.166, data_time: 0.027, memory: 9059, top1_acc: 0.4549, top5_acc: 0.7034, loss_cls: 2.3963, loss: 2.3963, grad_norm: 2.0582 2020-07-19 18:38:13,188 - mmaction - INFO - Epoch [164][720/1253] lr: 8.754e-02, eta: 1 day, 14:53:21, time: 1.168, data_time: 0.029, memory: 9059, top1_acc: 0.4612, top5_acc: 0.6932, loss_cls: 2.4290, loss: 2.4290, grad_norm: 2.0863 2020-07-19 18:38:34,988 - mmaction - INFO - Epoch [164][740/1253] lr: 8.754e-02, eta: 1 day, 14:52:55, time: 1.091, data_time: 0.012, memory: 9059, top1_acc: 0.4607, top5_acc: 0.7029, loss_cls: 2.4060, loss: 2.4060, grad_norm: 2.0553 2020-07-19 18:38:56,148 - mmaction - INFO - Epoch [164][760/1253] lr: 8.754e-02, eta: 1 day, 14:52:28, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.4549, top5_acc: 0.6969, loss_cls: 2.3855, loss: 2.3855, grad_norm: 2.0582 2020-07-19 18:39:17,384 - mmaction - INFO - Epoch [164][780/1253] lr: 8.754e-02, eta: 1 day, 14:52:01, time: 1.061, data_time: 0.003, memory: 9059, top1_acc: 0.4539, top5_acc: 0.6917, loss_cls: 2.4540, loss: 2.4540, grad_norm: 2.0873 2020-07-19 18:39:39,726 - mmaction - INFO - Epoch [164][800/1253] lr: 8.754e-02, eta: 1 day, 14:51:35, time: 1.117, data_time: 0.021, memory: 9059, top1_acc: 0.4602, top5_acc: 0.7000, loss_cls: 2.4230, loss: 2.4230, grad_norm: 2.0686 2020-07-19 18:40:03,748 - mmaction - INFO - Epoch [164][820/1253] lr: 8.754e-02, eta: 1 day, 14:51:11, time: 1.200, data_time: 0.017, memory: 9059, top1_acc: 0.4523, top5_acc: 0.6896, loss_cls: 2.4359, loss: 2.4359, grad_norm: 2.0167 2020-07-19 18:40:25,847 - mmaction - INFO - Epoch [164][840/1253] lr: 8.754e-02, eta: 1 day, 14:50:45, time: 1.107, data_time: 0.016, memory: 9059, top1_acc: 0.4477, top5_acc: 0.6953, loss_cls: 2.4465, loss: 2.4465, grad_norm: 2.0946 2020-07-19 18:40:47,233 - mmaction - INFO - Epoch [164][860/1253] lr: 8.754e-02, eta: 1 day, 14:50:18, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4615, top5_acc: 0.7180, loss_cls: 2.3608, loss: 2.3608, grad_norm: 2.0816 2020-07-19 18:41:08,988 - mmaction - INFO - Epoch [164][880/1253] lr: 8.754e-02, eta: 1 day, 14:49:52, time: 1.087, data_time: 0.004, memory: 9059, top1_acc: 0.4458, top5_acc: 0.6974, loss_cls: 2.4158, loss: 2.4158, grad_norm: 2.0392 2020-07-19 18:41:31,649 - mmaction - INFO - Epoch [164][900/1253] lr: 8.754e-02, eta: 1 day, 14:49:27, time: 1.134, data_time: 0.025, memory: 9059, top1_acc: 0.4549, top5_acc: 0.6917, loss_cls: 2.4496, loss: 2.4496, grad_norm: 2.0966 2020-07-19 18:41:54,664 - mmaction - INFO - Epoch [164][920/1253] lr: 8.754e-02, eta: 1 day, 14:49:02, time: 1.150, data_time: 0.016, memory: 9059, top1_acc: 0.4628, top5_acc: 0.6974, loss_cls: 2.4280, loss: 2.4280, grad_norm: 2.0087 2020-07-19 18:42:16,042 - mmaction - INFO - Epoch [164][940/1253] lr: 8.754e-02, eta: 1 day, 14:48:35, time: 1.069, data_time: 0.010, memory: 9059, top1_acc: 0.4411, top5_acc: 0.6875, loss_cls: 2.4491, loss: 2.4491, grad_norm: 2.0527 2020-07-19 18:42:37,278 - mmaction - INFO - Epoch [164][960/1253] lr: 8.754e-02, eta: 1 day, 14:48:08, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4484, top5_acc: 0.7003, loss_cls: 2.3992, loss: 2.3992, grad_norm: 2.0316 2020-07-19 18:42:58,431 - mmaction - INFO - Epoch [164][980/1253] lr: 8.754e-02, eta: 1 day, 14:47:42, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.4591, top5_acc: 0.6969, loss_cls: 2.4125, loss: 2.4125, grad_norm: 2.0395 2020-07-19 18:43:19,790 - mmaction - INFO - Epoch [164][1000/1253] lr: 8.754e-02, eta: 1 day, 14:47:15, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.4576, top5_acc: 0.7063, loss_cls: 2.4010, loss: 2.4010, grad_norm: 2.0740 2020-07-19 18:43:41,277 - mmaction - INFO - Epoch [164][1020/1253] lr: 8.754e-02, eta: 1 day, 14:46:48, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.4630, top5_acc: 0.7003, loss_cls: 2.4020, loss: 2.4020, grad_norm: 2.0250 2020-07-19 18:44:02,452 - mmaction - INFO - Epoch [164][1040/1253] lr: 8.754e-02, eta: 1 day, 14:46:22, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4646, top5_acc: 0.7148, loss_cls: 2.3571, loss: 2.3571, grad_norm: 2.0325 2020-07-19 18:44:23,850 - mmaction - INFO - Epoch [164][1060/1253] lr: 8.754e-02, eta: 1 day, 14:45:55, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4539, top5_acc: 0.6974, loss_cls: 2.4094, loss: 2.4094, grad_norm: 2.0709 2020-07-19 18:44:45,182 - mmaction - INFO - Epoch [164][1080/1253] lr: 8.754e-02, eta: 1 day, 14:45:29, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4404, top5_acc: 0.6849, loss_cls: 2.4850, loss: 2.4850, grad_norm: 2.0732 2020-07-19 18:45:07,470 - mmaction - INFO - Epoch [164][1100/1253] lr: 8.754e-02, eta: 1 day, 14:45:03, time: 1.113, data_time: 0.002, memory: 9059, top1_acc: 0.4503, top5_acc: 0.6969, loss_cls: 2.4397, loss: 2.4397, grad_norm: 2.0290 2020-07-19 18:45:30,256 - mmaction - INFO - Epoch [164][1120/1253] lr: 8.754e-02, eta: 1 day, 14:44:37, time: 1.139, data_time: 0.025, memory: 9059, top1_acc: 0.4438, top5_acc: 0.6932, loss_cls: 2.4583, loss: 2.4583, grad_norm: 2.0608 2020-07-19 18:45:52,593 - mmaction - INFO - Epoch [164][1140/1253] lr: 8.754e-02, eta: 1 day, 14:44:12, time: 1.117, data_time: 0.010, memory: 9059, top1_acc: 0.4534, top5_acc: 0.6979, loss_cls: 2.4012, loss: 2.4012, grad_norm: 2.0511 2020-07-19 18:46:14,678 - mmaction - INFO - Epoch [164][1160/1253] lr: 8.754e-02, eta: 1 day, 14:43:46, time: 1.104, data_time: 0.020, memory: 9059, top1_acc: 0.4547, top5_acc: 0.6964, loss_cls: 2.4282, loss: 2.4282, grad_norm: 2.0600 2020-07-19 18:46:36,201 - mmaction - INFO - Epoch [164][1180/1253] lr: 8.754e-02, eta: 1 day, 14:43:19, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4495, top5_acc: 0.6971, loss_cls: 2.4353, loss: 2.4353, grad_norm: 2.0406 2020-07-19 18:46:59,545 - mmaction - INFO - Epoch [164][1200/1253] lr: 8.754e-02, eta: 1 day, 14:42:54, time: 1.170, data_time: 0.032, memory: 9059, top1_acc: 0.4477, top5_acc: 0.7070, loss_cls: 2.4221, loss: 2.4221, grad_norm: 2.0595 2020-07-19 18:47:22,488 - mmaction - INFO - Epoch [164][1220/1253] lr: 8.754e-02, eta: 1 day, 14:42:29, time: 1.148, data_time: 0.024, memory: 9059, top1_acc: 0.4424, top5_acc: 0.7000, loss_cls: 2.4423, loss: 2.4423, grad_norm: 2.0688 2020-07-19 18:47:44,516 - mmaction - INFO - Epoch [164][1240/1253] lr: 8.754e-02, eta: 1 day, 14:42:03, time: 1.101, data_time: 0.012, memory: 9059, top1_acc: 0.4531, top5_acc: 0.7070, loss_cls: 2.3880, loss: 2.3880, grad_norm: 2.0589 2020-07-19 18:48:06,455 - mmaction - INFO - Saving checkpoint at 164 epochs 2020-07-19 18:51:19,441 - mmaction - INFO - Epoch [165][20/1253] lr: 8.587e-02, eta: 1 day, 14:43:32, time: 9.557, data_time: 8.319, memory: 9059, top1_acc: 0.4654, top5_acc: 0.7135, loss_cls: 2.3721, loss: 2.3721, grad_norm: 2.1010 2020-07-19 18:51:41,775 - mmaction - INFO - Epoch [165][40/1253] lr: 8.587e-02, eta: 1 day, 14:43:06, time: 1.118, data_time: 0.025, memory: 9059, top1_acc: 0.4620, top5_acc: 0.6974, loss_cls: 2.4029, loss: 2.4029, grad_norm: 2.0581 2020-07-19 18:52:03,897 - mmaction - INFO - Epoch [165][60/1253] lr: 8.587e-02, eta: 1 day, 14:42:41, time: 1.108, data_time: 0.026, memory: 9059, top1_acc: 0.4669, top5_acc: 0.6940, loss_cls: 2.3980, loss: 2.3980, grad_norm: 2.0381 2020-07-19 18:52:25,091 - mmaction - INFO - Epoch [165][80/1253] lr: 8.587e-02, eta: 1 day, 14:42:14, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4604, top5_acc: 0.6995, loss_cls: 2.3803, loss: 2.3803, grad_norm: 1.9988 2020-07-19 18:52:46,355 - mmaction - INFO - Epoch [165][100/1253] lr: 8.587e-02, eta: 1 day, 14:41:47, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.4659, top5_acc: 0.7042, loss_cls: 2.3723, loss: 2.3723, grad_norm: 1.9984 2020-07-19 18:53:07,682 - mmaction - INFO - Epoch [165][120/1253] lr: 8.587e-02, eta: 1 day, 14:41:20, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4625, top5_acc: 0.7078, loss_cls: 2.3731, loss: 2.3731, grad_norm: 2.0748 2020-07-19 18:53:28,845 - mmaction - INFO - Epoch [165][140/1253] lr: 8.587e-02, eta: 1 day, 14:40:54, time: 1.059, data_time: 0.003, memory: 9059, top1_acc: 0.4760, top5_acc: 0.7089, loss_cls: 2.3366, loss: 2.3366, grad_norm: 2.0653 2020-07-19 18:53:50,101 - mmaction - INFO - Epoch [165][160/1253] lr: 8.587e-02, eta: 1 day, 14:40:27, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4503, top5_acc: 0.7034, loss_cls: 2.3969, loss: 2.3969, grad_norm: 2.1120 2020-07-19 18:54:11,348 - mmaction - INFO - Epoch [165][180/1253] lr: 8.587e-02, eta: 1 day, 14:40:00, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4482, top5_acc: 0.6935, loss_cls: 2.4144, loss: 2.4144, grad_norm: 2.0417 2020-07-19 18:54:32,580 - mmaction - INFO - Epoch [165][200/1253] lr: 8.587e-02, eta: 1 day, 14:39:34, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4755, top5_acc: 0.7068, loss_cls: 2.3569, loss: 2.3569, grad_norm: 2.0424 2020-07-19 18:54:54,349 - mmaction - INFO - Epoch [165][220/1253] lr: 8.587e-02, eta: 1 day, 14:39:07, time: 1.088, data_time: 0.002, memory: 9059, top1_acc: 0.4583, top5_acc: 0.7094, loss_cls: 2.3368, loss: 2.3368, grad_norm: 2.0574 2020-07-19 18:55:15,644 - mmaction - INFO - Epoch [165][240/1253] lr: 8.587e-02, eta: 1 day, 14:38:41, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4768, top5_acc: 0.7130, loss_cls: 2.3214, loss: 2.3214, grad_norm: 2.0136 2020-07-19 18:55:37,020 - mmaction - INFO - Epoch [165][260/1253] lr: 8.587e-02, eta: 1 day, 14:38:14, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4729, top5_acc: 0.7193, loss_cls: 2.3371, loss: 2.3371, grad_norm: 2.0586 2020-07-19 18:55:58,717 - mmaction - INFO - Epoch [165][280/1253] lr: 8.587e-02, eta: 1 day, 14:37:48, time: 1.085, data_time: 0.002, memory: 9059, top1_acc: 0.4659, top5_acc: 0.6990, loss_cls: 2.3835, loss: 2.3835, grad_norm: 2.0415 2020-07-19 18:56:20,128 - mmaction - INFO - Epoch [165][300/1253] lr: 8.587e-02, eta: 1 day, 14:37:21, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4690, top5_acc: 0.6966, loss_cls: 2.3938, loss: 2.3938, grad_norm: 1.9971 2020-07-19 18:56:41,409 - mmaction - INFO - Epoch [165][320/1253] lr: 8.587e-02, eta: 1 day, 14:36:55, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.4581, top5_acc: 0.6875, loss_cls: 2.4416, loss: 2.4416, grad_norm: 2.0572 2020-07-19 18:57:02,619 - mmaction - INFO - Epoch [165][340/1253] lr: 8.587e-02, eta: 1 day, 14:36:28, time: 1.063, data_time: 0.004, memory: 9059, top1_acc: 0.4677, top5_acc: 0.7083, loss_cls: 2.3369, loss: 2.3369, grad_norm: 2.0544 2020-07-19 18:57:23,859 - mmaction - INFO - Epoch [165][360/1253] lr: 8.587e-02, eta: 1 day, 14:36:01, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4568, top5_acc: 0.7099, loss_cls: 2.3730, loss: 2.3730, grad_norm: 2.0512 2020-07-19 18:57:45,443 - mmaction - INFO - Epoch [165][380/1253] lr: 8.587e-02, eta: 1 day, 14:35:35, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.4651, top5_acc: 0.7055, loss_cls: 2.3808, loss: 2.3808, grad_norm: 2.0615 2020-07-19 18:58:06,904 - mmaction - INFO - Epoch [165][400/1253] lr: 8.587e-02, eta: 1 day, 14:35:08, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.4555, top5_acc: 0.6984, loss_cls: 2.3960, loss: 2.3960, grad_norm: 2.0566 2020-07-19 18:58:28,272 - mmaction - INFO - Epoch [165][420/1253] lr: 8.587e-02, eta: 1 day, 14:34:42, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4622, top5_acc: 0.6932, loss_cls: 2.4039, loss: 2.4039, grad_norm: 2.0790 2020-07-19 18:58:49,577 - mmaction - INFO - Epoch [165][440/1253] lr: 8.587e-02, eta: 1 day, 14:34:15, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.4539, top5_acc: 0.6984, loss_cls: 2.3944, loss: 2.3944, grad_norm: 2.0294 2020-07-19 18:59:11,010 - mmaction - INFO - Epoch [165][460/1253] lr: 8.587e-02, eta: 1 day, 14:33:49, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.4589, top5_acc: 0.7018, loss_cls: 2.4307, loss: 2.4307, grad_norm: 2.0947 2020-07-19 18:59:32,585 - mmaction - INFO - Epoch [165][480/1253] lr: 8.587e-02, eta: 1 day, 14:33:22, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.4445, top5_acc: 0.6935, loss_cls: 2.4750, loss: 2.4750, grad_norm: 2.1229 2020-07-19 18:59:53,883 - mmaction - INFO - Epoch [165][500/1253] lr: 8.587e-02, eta: 1 day, 14:32:56, time: 1.067, data_time: 0.004, memory: 9059, top1_acc: 0.4438, top5_acc: 0.7013, loss_cls: 2.4185, loss: 2.4185, grad_norm: 2.0170 2020-07-19 19:00:25,873 - mmaction - INFO - Epoch [165][520/1253] lr: 8.587e-02, eta: 1 day, 14:32:38, time: 1.585, data_time: 0.002, memory: 9059, top1_acc: 0.4526, top5_acc: 0.6961, loss_cls: 2.4340, loss: 2.4340, grad_norm: 2.0437 2020-07-19 19:00:47,592 - mmaction - INFO - Epoch [165][540/1253] lr: 8.587e-02, eta: 1 day, 14:32:12, time: 1.101, data_time: 0.025, memory: 9059, top1_acc: 0.4583, top5_acc: 0.7115, loss_cls: 2.3761, loss: 2.3761, grad_norm: 2.0861 2020-07-19 19:01:09,137 - mmaction - INFO - Epoch [165][560/1253] lr: 8.587e-02, eta: 1 day, 14:31:45, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.4599, top5_acc: 0.7005, loss_cls: 2.3993, loss: 2.3993, grad_norm: 2.0311 2020-07-19 19:01:30,406 - mmaction - INFO - Epoch [165][580/1253] lr: 8.587e-02, eta: 1 day, 14:31:19, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4651, top5_acc: 0.7107, loss_cls: 2.3589, loss: 2.3589, grad_norm: 2.0288 2020-07-19 19:01:51,904 - mmaction - INFO - Epoch [165][600/1253] lr: 8.587e-02, eta: 1 day, 14:30:52, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.4667, top5_acc: 0.7193, loss_cls: 2.3363, loss: 2.3363, grad_norm: 2.0772 2020-07-19 19:02:13,460 - mmaction - INFO - Epoch [165][620/1253] lr: 8.587e-02, eta: 1 day, 14:30:26, time: 1.079, data_time: 0.003, memory: 9059, top1_acc: 0.4518, top5_acc: 0.6935, loss_cls: 2.4225, loss: 2.4225, grad_norm: 2.0597 2020-07-19 19:02:34,916 - mmaction - INFO - Epoch [165][640/1253] lr: 8.587e-02, eta: 1 day, 14:30:00, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.4690, top5_acc: 0.7122, loss_cls: 2.3650, loss: 2.3650, grad_norm: 2.0451 2020-07-19 19:02:56,174 - mmaction - INFO - Epoch [165][660/1253] lr: 8.587e-02, eta: 1 day, 14:29:33, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4570, top5_acc: 0.7016, loss_cls: 2.4079, loss: 2.4079, grad_norm: 2.0463 2020-07-19 19:03:17,407 - mmaction - INFO - Epoch [165][680/1253] lr: 8.587e-02, eta: 1 day, 14:29:06, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4719, top5_acc: 0.7055, loss_cls: 2.3690, loss: 2.3690, grad_norm: 2.0660 2020-07-19 19:03:38,808 - mmaction - INFO - Epoch [165][700/1253] lr: 8.587e-02, eta: 1 day, 14:28:40, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4370, top5_acc: 0.6844, loss_cls: 2.4868, loss: 2.4868, grad_norm: 2.0052 2020-07-19 19:04:00,290 - mmaction - INFO - Epoch [165][720/1253] lr: 8.587e-02, eta: 1 day, 14:28:13, time: 1.074, data_time: 0.001, memory: 9059, top1_acc: 0.4443, top5_acc: 0.6891, loss_cls: 2.4846, loss: 2.4846, grad_norm: 2.0758 2020-07-19 19:04:21,727 - mmaction - INFO - Epoch [165][740/1253] lr: 8.587e-02, eta: 1 day, 14:27:47, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4635, top5_acc: 0.7036, loss_cls: 2.3810, loss: 2.3810, grad_norm: 2.0334 2020-07-19 19:04:43,199 - mmaction - INFO - Epoch [165][760/1253] lr: 8.587e-02, eta: 1 day, 14:27:20, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.4563, top5_acc: 0.7039, loss_cls: 2.3626, loss: 2.3626, grad_norm: 2.0630 2020-07-19 19:05:04,682 - mmaction - INFO - Epoch [165][780/1253] lr: 8.587e-02, eta: 1 day, 14:26:54, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.4594, top5_acc: 0.7070, loss_cls: 2.3732, loss: 2.3732, grad_norm: 2.0721 2020-07-19 19:05:25,904 - mmaction - INFO - Epoch [165][800/1253] lr: 8.587e-02, eta: 1 day, 14:26:27, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4646, top5_acc: 0.7068, loss_cls: 2.3724, loss: 2.3724, grad_norm: 2.0827 2020-07-19 19:05:47,372 - mmaction - INFO - Epoch [165][820/1253] lr: 8.587e-02, eta: 1 day, 14:26:01, time: 1.074, data_time: 0.003, memory: 9059, top1_acc: 0.4586, top5_acc: 0.6992, loss_cls: 2.4029, loss: 2.4029, grad_norm: 2.0631 2020-07-19 19:06:08,624 - mmaction - INFO - Epoch [165][840/1253] lr: 8.587e-02, eta: 1 day, 14:25:34, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4638, top5_acc: 0.7156, loss_cls: 2.3453, loss: 2.3453, grad_norm: 2.1090 2020-07-19 19:06:30,222 - mmaction - INFO - Epoch [165][860/1253] lr: 8.587e-02, eta: 1 day, 14:25:08, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.4547, top5_acc: 0.7026, loss_cls: 2.4123, loss: 2.4123, grad_norm: 2.1159 2020-07-19 19:06:51,598 - mmaction - INFO - Epoch [165][880/1253] lr: 8.587e-02, eta: 1 day, 14:24:41, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4565, top5_acc: 0.6971, loss_cls: 2.4447, loss: 2.4447, grad_norm: 2.0783 2020-07-19 19:07:12,876 - mmaction - INFO - Epoch [165][900/1253] lr: 8.587e-02, eta: 1 day, 14:24:15, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.4500, top5_acc: 0.6940, loss_cls: 2.4269, loss: 2.4269, grad_norm: 2.0522 2020-07-19 19:07:34,283 - mmaction - INFO - Epoch [165][920/1253] lr: 8.587e-02, eta: 1 day, 14:23:48, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4471, top5_acc: 0.6958, loss_cls: 2.4824, loss: 2.4824, grad_norm: 2.0859 2020-07-19 19:07:55,668 - mmaction - INFO - Epoch [165][940/1253] lr: 8.587e-02, eta: 1 day, 14:23:22, time: 1.073, data_time: 0.005, memory: 9059, top1_acc: 0.4581, top5_acc: 0.7000, loss_cls: 2.3763, loss: 2.3763, grad_norm: 2.0573 2020-07-19 19:08:17,027 - mmaction - INFO - Epoch [165][960/1253] lr: 8.587e-02, eta: 1 day, 14:22:55, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.4414, top5_acc: 0.6815, loss_cls: 2.4608, loss: 2.4608, grad_norm: 2.0592 2020-07-19 19:08:38,407 - mmaction - INFO - Epoch [165][980/1253] lr: 8.587e-02, eta: 1 day, 14:22:29, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.4448, top5_acc: 0.6951, loss_cls: 2.4326, loss: 2.4326, grad_norm: 2.0341 2020-07-19 19:09:00,151 - mmaction - INFO - Epoch [165][1000/1253] lr: 8.587e-02, eta: 1 day, 14:22:02, time: 1.089, data_time: 0.002, memory: 9059, top1_acc: 0.4500, top5_acc: 0.6927, loss_cls: 2.4499, loss: 2.4499, grad_norm: 2.0577 2020-07-19 19:09:21,568 - mmaction - INFO - Epoch [165][1020/1253] lr: 8.587e-02, eta: 1 day, 14:21:36, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.4547, top5_acc: 0.7047, loss_cls: 2.3899, loss: 2.3899, grad_norm: 2.0623 2020-07-19 19:09:42,788 - mmaction - INFO - Epoch [165][1040/1253] lr: 8.587e-02, eta: 1 day, 14:21:09, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4714, top5_acc: 0.6979, loss_cls: 2.3780, loss: 2.3780, grad_norm: 2.0550 2020-07-19 19:10:04,307 - mmaction - INFO - Epoch [165][1060/1253] lr: 8.587e-02, eta: 1 day, 14:20:43, time: 1.077, data_time: 0.003, memory: 9059, top1_acc: 0.4438, top5_acc: 0.6815, loss_cls: 2.4900, loss: 2.4900, grad_norm: 2.0938 2020-07-19 19:10:25,711 - mmaction - INFO - Epoch [165][1080/1253] lr: 8.587e-02, eta: 1 day, 14:20:16, time: 1.072, data_time: 0.009, memory: 9059, top1_acc: 0.4526, top5_acc: 0.6964, loss_cls: 2.4106, loss: 2.4106, grad_norm: 2.0483 2020-07-19 19:10:47,008 - mmaction - INFO - Epoch [165][1100/1253] lr: 8.587e-02, eta: 1 day, 14:19:50, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.4599, top5_acc: 0.6958, loss_cls: 2.4080, loss: 2.4080, grad_norm: 2.0427 2020-07-19 19:11:08,944 - mmaction - INFO - Epoch [165][1120/1253] lr: 8.587e-02, eta: 1 day, 14:19:24, time: 1.095, data_time: 0.002, memory: 9059, top1_acc: 0.4497, top5_acc: 0.7055, loss_cls: 2.4022, loss: 2.4022, grad_norm: 2.0790 2020-07-19 19:11:32,326 - mmaction - INFO - Epoch [165][1140/1253] lr: 8.587e-02, eta: 1 day, 14:18:59, time: 1.170, data_time: 0.023, memory: 9059, top1_acc: 0.4633, top5_acc: 0.7034, loss_cls: 2.3674, loss: 2.3674, grad_norm: 2.0869 2020-07-19 19:11:55,497 - mmaction - INFO - Epoch [165][1160/1253] lr: 8.587e-02, eta: 1 day, 14:18:34, time: 1.158, data_time: 0.024, memory: 9059, top1_acc: 0.4531, top5_acc: 0.6924, loss_cls: 2.4573, loss: 2.4573, grad_norm: 2.0589 2020-07-19 19:12:17,246 - mmaction - INFO - Epoch [165][1180/1253] lr: 8.587e-02, eta: 1 day, 14:18:08, time: 1.087, data_time: 0.013, memory: 9059, top1_acc: 0.4505, top5_acc: 0.7031, loss_cls: 2.3876, loss: 2.3876, grad_norm: 2.0560 2020-07-19 19:12:38,642 - mmaction - INFO - Epoch [165][1200/1253] lr: 8.587e-02, eta: 1 day, 14:17:41, time: 1.071, data_time: 0.003, memory: 9059, top1_acc: 0.4573, top5_acc: 0.7078, loss_cls: 2.3807, loss: 2.3807, grad_norm: 2.0792 2020-07-19 19:13:00,368 - mmaction - INFO - Epoch [165][1220/1253] lr: 8.587e-02, eta: 1 day, 14:17:15, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.4547, top5_acc: 0.6846, loss_cls: 2.4573, loss: 2.4573, grad_norm: 2.1161 2020-07-19 19:13:21,709 - mmaction - INFO - Epoch [165][1240/1253] lr: 8.587e-02, eta: 1 day, 14:16:48, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4445, top5_acc: 0.6885, loss_cls: 2.4602, loss: 2.4602, grad_norm: 2.0773 2020-07-19 19:17:05,562 - mmaction - INFO - Epoch [166][20/1253] lr: 8.421e-02, eta: 1 day, 14:18:23, time: 10.073, data_time: 8.850, memory: 9059, top1_acc: 0.4654, top5_acc: 0.7070, loss_cls: 2.3688, loss: 2.3688, grad_norm: 2.0455 2020-07-19 19:17:26,704 - mmaction - INFO - Epoch [166][40/1253] lr: 8.421e-02, eta: 1 day, 14:17:57, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.4617, top5_acc: 0.7188, loss_cls: 2.3379, loss: 2.3379, grad_norm: 2.0226 2020-07-19 19:17:47,865 - mmaction - INFO - Epoch [166][60/1253] lr: 8.421e-02, eta: 1 day, 14:17:30, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.4680, top5_acc: 0.7141, loss_cls: 2.3239, loss: 2.3239, grad_norm: 2.0540 2020-07-19 19:18:09,135 - mmaction - INFO - Epoch [166][80/1253] lr: 8.421e-02, eta: 1 day, 14:17:03, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4732, top5_acc: 0.7081, loss_cls: 2.3439, loss: 2.3439, grad_norm: 2.0877 2020-07-19 19:18:30,423 - mmaction - INFO - Epoch [166][100/1253] lr: 8.421e-02, eta: 1 day, 14:16:37, time: 1.065, data_time: 0.008, memory: 9059, top1_acc: 0.4560, top5_acc: 0.7086, loss_cls: 2.3915, loss: 2.3915, grad_norm: 2.0550 2020-07-19 19:18:53,405 - mmaction - INFO - Epoch [166][120/1253] lr: 8.421e-02, eta: 1 day, 14:16:11, time: 1.149, data_time: 0.004, memory: 9059, top1_acc: 0.4672, top5_acc: 0.6992, loss_cls: 2.3955, loss: 2.3955, grad_norm: 2.0618 2020-07-19 19:19:15,069 - mmaction - INFO - Epoch [166][140/1253] lr: 8.421e-02, eta: 1 day, 14:15:45, time: 1.084, data_time: 0.003, memory: 9059, top1_acc: 0.4521, top5_acc: 0.6945, loss_cls: 2.4034, loss: 2.4034, grad_norm: 2.1313 2020-07-19 19:19:36,290 - mmaction - INFO - Epoch [166][160/1253] lr: 8.421e-02, eta: 1 day, 14:15:19, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4612, top5_acc: 0.7115, loss_cls: 2.3619, loss: 2.3619, grad_norm: 2.0647 2020-07-19 19:19:57,684 - mmaction - INFO - Epoch [166][180/1253] lr: 8.421e-02, eta: 1 day, 14:14:52, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4591, top5_acc: 0.7034, loss_cls: 2.4045, loss: 2.4045, grad_norm: 2.0811 2020-07-19 19:20:19,255 - mmaction - INFO - Epoch [166][200/1253] lr: 8.421e-02, eta: 1 day, 14:14:26, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.4721, top5_acc: 0.7156, loss_cls: 2.3620, loss: 2.3620, grad_norm: 2.0422 2020-07-19 19:20:40,377 - mmaction - INFO - Epoch [166][220/1253] lr: 8.421e-02, eta: 1 day, 14:13:59, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.4609, top5_acc: 0.6992, loss_cls: 2.3790, loss: 2.3790, grad_norm: 2.0896 2020-07-19 19:21:01,556 - mmaction - INFO - Epoch [166][240/1253] lr: 8.421e-02, eta: 1 day, 14:13:32, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4727, top5_acc: 0.7073, loss_cls: 2.3422, loss: 2.3422, grad_norm: 2.0538 2020-07-19 19:21:22,843 - mmaction - INFO - Epoch [166][260/1253] lr: 8.421e-02, eta: 1 day, 14:13:06, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4568, top5_acc: 0.7081, loss_cls: 2.3654, loss: 2.3654, grad_norm: 2.0513 2020-07-19 19:21:44,130 - mmaction - INFO - Epoch [166][280/1253] lr: 8.421e-02, eta: 1 day, 14:12:39, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.4508, top5_acc: 0.6964, loss_cls: 2.4197, loss: 2.4197, grad_norm: 2.1279 2020-07-19 19:22:05,297 - mmaction - INFO - Epoch [166][300/1253] lr: 8.421e-02, eta: 1 day, 14:12:12, time: 1.060, data_time: 0.003, memory: 9059, top1_acc: 0.4615, top5_acc: 0.7076, loss_cls: 2.3995, loss: 2.3995, grad_norm: 2.0808 2020-07-19 19:22:26,922 - mmaction - INFO - Epoch [166][320/1253] lr: 8.421e-02, eta: 1 day, 14:11:46, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.4656, top5_acc: 0.7229, loss_cls: 2.3086, loss: 2.3086, grad_norm: 2.0479 2020-07-19 19:22:48,194 - mmaction - INFO - Epoch [166][340/1253] lr: 8.421e-02, eta: 1 day, 14:11:19, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4659, top5_acc: 0.7096, loss_cls: 2.3359, loss: 2.3359, grad_norm: 2.1015 2020-07-19 19:23:09,409 - mmaction - INFO - Epoch [166][360/1253] lr: 8.421e-02, eta: 1 day, 14:10:53, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4596, top5_acc: 0.7018, loss_cls: 2.3903, loss: 2.3903, grad_norm: 2.0847 2020-07-19 19:23:30,686 - mmaction - INFO - Epoch [166][380/1253] lr: 8.421e-02, eta: 1 day, 14:10:26, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.4677, top5_acc: 0.7161, loss_cls: 2.3178, loss: 2.3178, grad_norm: 2.0718 2020-07-19 19:23:52,001 - mmaction - INFO - Epoch [166][400/1253] lr: 8.421e-02, eta: 1 day, 14:10:00, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.4607, top5_acc: 0.6935, loss_cls: 2.4195, loss: 2.4195, grad_norm: 2.0852 2020-07-19 19:24:13,325 - mmaction - INFO - Epoch [166][420/1253] lr: 8.421e-02, eta: 1 day, 14:09:33, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.4565, top5_acc: 0.7049, loss_cls: 2.3629, loss: 2.3629, grad_norm: 2.0753 2020-07-19 19:24:35,082 - mmaction - INFO - Epoch [166][440/1253] lr: 8.421e-02, eta: 1 day, 14:09:07, time: 1.088, data_time: 0.002, memory: 9059, top1_acc: 0.4747, top5_acc: 0.7081, loss_cls: 2.3592, loss: 2.3592, grad_norm: 2.0941 2020-07-19 19:24:57,584 - mmaction - INFO - Epoch [166][460/1253] lr: 8.421e-02, eta: 1 day, 14:08:41, time: 1.123, data_time: 0.002, memory: 9059, top1_acc: 0.4516, top5_acc: 0.6951, loss_cls: 2.4358, loss: 2.4358, grad_norm: 2.0772 2020-07-19 19:25:20,792 - mmaction - INFO - Epoch [166][480/1253] lr: 8.421e-02, eta: 1 day, 14:08:16, time: 1.162, data_time: 0.021, memory: 9059, top1_acc: 0.4807, top5_acc: 0.7143, loss_cls: 2.3324, loss: 2.3324, grad_norm: 2.0748 2020-07-19 19:25:43,109 - mmaction - INFO - Epoch [166][500/1253] lr: 8.421e-02, eta: 1 day, 14:07:51, time: 1.117, data_time: 0.015, memory: 9059, top1_acc: 0.4560, top5_acc: 0.6948, loss_cls: 2.4146, loss: 2.4146, grad_norm: 2.0913 2020-07-19 19:26:04,511 - mmaction - INFO - Epoch [166][520/1253] lr: 8.421e-02, eta: 1 day, 14:07:24, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4708, top5_acc: 0.7076, loss_cls: 2.3639, loss: 2.3639, grad_norm: 2.0841 2020-07-19 19:26:25,930 - mmaction - INFO - Epoch [166][540/1253] lr: 8.421e-02, eta: 1 day, 14:06:58, time: 1.072, data_time: 0.004, memory: 9059, top1_acc: 0.4552, top5_acc: 0.6940, loss_cls: 2.3846, loss: 2.3846, grad_norm: 2.1048 2020-07-19 19:26:48,455 - mmaction - INFO - Epoch [166][560/1253] lr: 8.421e-02, eta: 1 day, 14:06:32, time: 1.126, data_time: 0.004, memory: 9059, top1_acc: 0.4563, top5_acc: 0.7044, loss_cls: 2.3745, loss: 2.3745, grad_norm: 2.1092 2020-07-19 19:27:10,782 - mmaction - INFO - Epoch [166][580/1253] lr: 8.421e-02, eta: 1 day, 14:06:06, time: 1.117, data_time: 0.011, memory: 9059, top1_acc: 0.4508, top5_acc: 0.6979, loss_cls: 2.4051, loss: 2.4051, grad_norm: 2.1317 2020-07-19 19:27:32,897 - mmaction - INFO - Epoch [166][600/1253] lr: 8.421e-02, eta: 1 day, 14:05:40, time: 1.106, data_time: 0.016, memory: 9059, top1_acc: 0.4409, top5_acc: 0.6917, loss_cls: 2.4365, loss: 2.4365, grad_norm: 2.0937 2020-07-19 19:27:54,314 - mmaction - INFO - Epoch [166][620/1253] lr: 8.421e-02, eta: 1 day, 14:05:14, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4508, top5_acc: 0.6974, loss_cls: 2.4116, loss: 2.4116, grad_norm: 2.0336 2020-07-19 19:28:15,554 - mmaction - INFO - Epoch [166][640/1253] lr: 8.421e-02, eta: 1 day, 14:04:47, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.4578, top5_acc: 0.6891, loss_cls: 2.4169, loss: 2.4169, grad_norm: 2.0987 2020-07-19 19:28:37,881 - mmaction - INFO - Epoch [166][660/1253] lr: 8.421e-02, eta: 1 day, 14:04:22, time: 1.117, data_time: 0.003, memory: 9059, top1_acc: 0.4672, top5_acc: 0.7159, loss_cls: 2.3781, loss: 2.3781, grad_norm: 2.1170 2020-07-19 19:29:00,125 - mmaction - INFO - Epoch [166][680/1253] lr: 8.421e-02, eta: 1 day, 14:03:56, time: 1.113, data_time: 0.008, memory: 9059, top1_acc: 0.4669, top5_acc: 0.6995, loss_cls: 2.3797, loss: 2.3797, grad_norm: 2.0690 2020-07-19 19:29:22,577 - mmaction - INFO - Epoch [166][700/1253] lr: 8.421e-02, eta: 1 day, 14:03:30, time: 1.121, data_time: 0.008, memory: 9059, top1_acc: 0.4599, top5_acc: 0.6951, loss_cls: 2.4211, loss: 2.4211, grad_norm: 2.0585 2020-07-19 19:29:43,744 - mmaction - INFO - Epoch [166][720/1253] lr: 8.421e-02, eta: 1 day, 14:03:04, time: 1.059, data_time: 0.003, memory: 9059, top1_acc: 0.4404, top5_acc: 0.6924, loss_cls: 2.4539, loss: 2.4539, grad_norm: 2.1137 2020-07-19 19:30:05,048 - mmaction - INFO - Epoch [166][740/1253] lr: 8.421e-02, eta: 1 day, 14:02:37, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4591, top5_acc: 0.7010, loss_cls: 2.3905, loss: 2.3905, grad_norm: 2.0377 2020-07-19 19:30:27,337 - mmaction - INFO - Epoch [166][760/1253] lr: 8.421e-02, eta: 1 day, 14:02:11, time: 1.114, data_time: 0.001, memory: 9059, top1_acc: 0.4505, top5_acc: 0.7023, loss_cls: 2.4247, loss: 2.4247, grad_norm: 2.1108 2020-07-19 19:30:49,055 - mmaction - INFO - Epoch [166][780/1253] lr: 8.421e-02, eta: 1 day, 14:01:45, time: 1.085, data_time: 0.008, memory: 9059, top1_acc: 0.4578, top5_acc: 0.6979, loss_cls: 2.4148, loss: 2.4148, grad_norm: 2.0817 2020-07-19 19:31:10,674 - mmaction - INFO - Epoch [166][800/1253] lr: 8.421e-02, eta: 1 day, 14:01:19, time: 1.083, data_time: 0.003, memory: 9059, top1_acc: 0.4492, top5_acc: 0.6836, loss_cls: 2.4469, loss: 2.4469, grad_norm: 2.0623 2020-07-19 19:31:32,192 - mmaction - INFO - Epoch [166][820/1253] lr: 8.421e-02, eta: 1 day, 14:00:52, time: 1.075, data_time: 0.001, memory: 9059, top1_acc: 0.4643, top5_acc: 0.7044, loss_cls: 2.3749, loss: 2.3749, grad_norm: 2.0584 2020-07-19 19:31:53,588 - mmaction - INFO - Epoch [166][840/1253] lr: 8.421e-02, eta: 1 day, 14:00:26, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4643, top5_acc: 0.6992, loss_cls: 2.4022, loss: 2.4022, grad_norm: 2.0999 2020-07-19 19:32:14,878 - mmaction - INFO - Epoch [166][860/1253] lr: 8.421e-02, eta: 1 day, 13:59:59, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4531, top5_acc: 0.6971, loss_cls: 2.4224, loss: 2.4224, grad_norm: 2.0664 2020-07-19 19:32:36,261 - mmaction - INFO - Epoch [166][880/1253] lr: 8.421e-02, eta: 1 day, 13:59:33, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.4583, top5_acc: 0.6956, loss_cls: 2.4105, loss: 2.4105, grad_norm: 2.0593 2020-07-19 19:32:57,532 - mmaction - INFO - Epoch [166][900/1253] lr: 8.421e-02, eta: 1 day, 13:59:06, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4471, top5_acc: 0.6909, loss_cls: 2.4590, loss: 2.4590, grad_norm: 2.0660 2020-07-19 19:33:19,137 - mmaction - INFO - Epoch [166][920/1253] lr: 8.421e-02, eta: 1 day, 13:58:40, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.4724, top5_acc: 0.7125, loss_cls: 2.3148, loss: 2.3148, grad_norm: 2.0161 2020-07-19 19:33:40,379 - mmaction - INFO - Epoch [166][940/1253] lr: 8.421e-02, eta: 1 day, 13:58:13, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4529, top5_acc: 0.6982, loss_cls: 2.3820, loss: 2.3820, grad_norm: 2.1079 2020-07-19 19:34:01,615 - mmaction - INFO - Epoch [166][960/1253] lr: 8.421e-02, eta: 1 day, 13:57:47, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.4706, top5_acc: 0.6990, loss_cls: 2.3882, loss: 2.3882, grad_norm: 2.0784 2020-07-19 19:34:23,356 - mmaction - INFO - Epoch [166][980/1253] lr: 8.421e-02, eta: 1 day, 13:57:21, time: 1.087, data_time: 0.003, memory: 9059, top1_acc: 0.4521, top5_acc: 0.7065, loss_cls: 2.4040, loss: 2.4040, grad_norm: 2.0734 2020-07-19 19:34:44,702 - mmaction - INFO - Epoch [166][1000/1253] lr: 8.421e-02, eta: 1 day, 13:56:54, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4560, top5_acc: 0.7023, loss_cls: 2.3912, loss: 2.3912, grad_norm: 2.0611 2020-07-19 19:35:06,062 - mmaction - INFO - Epoch [166][1020/1253] lr: 8.421e-02, eta: 1 day, 13:56:28, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4612, top5_acc: 0.7044, loss_cls: 2.3856, loss: 2.3856, grad_norm: 2.0683 2020-07-19 19:35:27,576 - mmaction - INFO - Epoch [166][1040/1253] lr: 8.421e-02, eta: 1 day, 13:56:01, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4544, top5_acc: 0.6924, loss_cls: 2.4136, loss: 2.4136, grad_norm: 2.0563 2020-07-19 19:35:49,189 - mmaction - INFO - Epoch [166][1060/1253] lr: 8.421e-02, eta: 1 day, 13:55:35, time: 1.078, data_time: 0.006, memory: 9059, top1_acc: 0.4492, top5_acc: 0.6979, loss_cls: 2.4262, loss: 2.4262, grad_norm: 2.0713 2020-07-19 19:36:10,458 - mmaction - INFO - Epoch [166][1080/1253] lr: 8.421e-02, eta: 1 day, 13:55:08, time: 1.067, data_time: 0.006, memory: 9059, top1_acc: 0.4565, top5_acc: 0.7063, loss_cls: 2.3686, loss: 2.3686, grad_norm: 2.1014 2020-07-19 19:36:31,676 - mmaction - INFO - Epoch [166][1100/1253] lr: 8.421e-02, eta: 1 day, 13:54:42, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4589, top5_acc: 0.7023, loss_cls: 2.4086, loss: 2.4086, grad_norm: 2.0706 2020-07-19 19:36:53,242 - mmaction - INFO - Epoch [166][1120/1253] lr: 8.421e-02, eta: 1 day, 13:54:16, time: 1.079, data_time: 0.003, memory: 9059, top1_acc: 0.4500, top5_acc: 0.7026, loss_cls: 2.4103, loss: 2.4103, grad_norm: 2.0861 2020-07-19 19:37:14,570 - mmaction - INFO - Epoch [166][1140/1253] lr: 8.421e-02, eta: 1 day, 13:53:49, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4464, top5_acc: 0.6841, loss_cls: 2.4511, loss: 2.4511, grad_norm: 2.0536 2020-07-19 19:37:36,106 - mmaction - INFO - Epoch [166][1160/1253] lr: 8.421e-02, eta: 1 day, 13:53:23, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.4503, top5_acc: 0.6922, loss_cls: 2.4483, loss: 2.4483, grad_norm: 2.0670 2020-07-19 19:37:57,264 - mmaction - INFO - Epoch [166][1180/1253] lr: 8.421e-02, eta: 1 day, 13:52:56, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.4635, top5_acc: 0.7057, loss_cls: 2.3656, loss: 2.3656, grad_norm: 2.0692 2020-07-19 19:38:18,646 - mmaction - INFO - Epoch [166][1200/1253] lr: 8.421e-02, eta: 1 day, 13:52:30, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4583, top5_acc: 0.6971, loss_cls: 2.4095, loss: 2.4095, grad_norm: 2.0603 2020-07-19 19:38:40,439 - mmaction - INFO - Epoch [166][1220/1253] lr: 8.421e-02, eta: 1 day, 13:52:04, time: 1.090, data_time: 0.003, memory: 9059, top1_acc: 0.4612, top5_acc: 0.7036, loss_cls: 2.4000, loss: 2.4000, grad_norm: 2.0470 2020-07-19 19:39:01,608 - mmaction - INFO - Epoch [166][1240/1253] lr: 8.421e-02, eta: 1 day, 13:51:37, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.4589, top5_acc: 0.7005, loss_cls: 2.3921, loss: 2.3921, grad_norm: 2.0427 2020-07-19 19:42:30,690 - mmaction - INFO - Epoch [167][20/1253] lr: 8.256e-02, eta: 1 day, 13:53:00, time: 9.527, data_time: 8.336, memory: 9059, top1_acc: 0.4672, top5_acc: 0.7169, loss_cls: 2.3296, loss: 2.3296, grad_norm: 2.1279 2020-07-19 19:42:52,049 - mmaction - INFO - Epoch [167][40/1253] lr: 8.256e-02, eta: 1 day, 13:52:34, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4672, top5_acc: 0.7068, loss_cls: 2.3512, loss: 2.3512, grad_norm: 2.0355 2020-07-19 19:43:13,277 - mmaction - INFO - Epoch [167][60/1253] lr: 8.256e-02, eta: 1 day, 13:52:07, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4745, top5_acc: 0.7089, loss_cls: 2.3339, loss: 2.3339, grad_norm: 2.0521 2020-07-19 19:43:34,498 - mmaction - INFO - Epoch [167][80/1253] lr: 8.256e-02, eta: 1 day, 13:51:40, time: 1.061, data_time: 0.003, memory: 9059, top1_acc: 0.4807, top5_acc: 0.7208, loss_cls: 2.3091, loss: 2.3091, grad_norm: 2.1001 2020-07-19 19:43:55,879 - mmaction - INFO - Epoch [167][100/1253] lr: 8.256e-02, eta: 1 day, 13:51:14, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.4646, top5_acc: 0.7063, loss_cls: 2.3632, loss: 2.3632, grad_norm: 2.1319 2020-07-19 19:44:17,234 - mmaction - INFO - Epoch [167][120/1253] lr: 8.256e-02, eta: 1 day, 13:50:47, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4732, top5_acc: 0.7102, loss_cls: 2.3110, loss: 2.3110, grad_norm: 2.0719 2020-07-19 19:44:38,648 - mmaction - INFO - Epoch [167][140/1253] lr: 8.256e-02, eta: 1 day, 13:50:21, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4753, top5_acc: 0.7227, loss_cls: 2.3113, loss: 2.3113, grad_norm: 2.1041 2020-07-19 19:44:59,892 - mmaction - INFO - Epoch [167][160/1253] lr: 8.256e-02, eta: 1 day, 13:49:54, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.4599, top5_acc: 0.7143, loss_cls: 2.3627, loss: 2.3627, grad_norm: 2.1076 2020-07-19 19:45:21,115 - mmaction - INFO - Epoch [167][180/1253] lr: 8.256e-02, eta: 1 day, 13:49:28, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.4612, top5_acc: 0.7065, loss_cls: 2.3836, loss: 2.3836, grad_norm: 2.0540 2020-07-19 19:45:42,377 - mmaction - INFO - Epoch [167][200/1253] lr: 8.256e-02, eta: 1 day, 13:49:01, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4828, top5_acc: 0.7156, loss_cls: 2.3010, loss: 2.3010, grad_norm: 2.0714 2020-07-19 19:46:03,601 - mmaction - INFO - Epoch [167][220/1253] lr: 8.256e-02, eta: 1 day, 13:48:35, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4747, top5_acc: 0.7104, loss_cls: 2.3263, loss: 2.3263, grad_norm: 2.0794 2020-07-19 19:46:25,064 - mmaction - INFO - Epoch [167][240/1253] lr: 8.256e-02, eta: 1 day, 13:48:08, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.4651, top5_acc: 0.7094, loss_cls: 2.3370, loss: 2.3370, grad_norm: 2.0609 2020-07-19 19:46:46,439 - mmaction - INFO - Epoch [167][260/1253] lr: 8.256e-02, eta: 1 day, 13:47:42, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4674, top5_acc: 0.7070, loss_cls: 2.3993, loss: 2.3993, grad_norm: 2.0800 2020-07-19 19:47:08,073 - mmaction - INFO - Epoch [167][280/1253] lr: 8.256e-02, eta: 1 day, 13:47:15, time: 1.082, data_time: 0.019, memory: 9059, top1_acc: 0.4523, top5_acc: 0.7036, loss_cls: 2.3768, loss: 2.3768, grad_norm: 2.1165 2020-07-19 19:47:29,360 - mmaction - INFO - Epoch [167][300/1253] lr: 8.256e-02, eta: 1 day, 13:46:49, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4646, top5_acc: 0.7036, loss_cls: 2.3661, loss: 2.3661, grad_norm: 2.0694 2020-07-19 19:47:50,634 - mmaction - INFO - Epoch [167][320/1253] lr: 8.256e-02, eta: 1 day, 13:46:22, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4542, top5_acc: 0.6953, loss_cls: 2.3866, loss: 2.3866, grad_norm: 2.0679 2020-07-19 19:48:12,200 - mmaction - INFO - Epoch [167][340/1253] lr: 8.256e-02, eta: 1 day, 13:45:56, time: 1.079, data_time: 0.003, memory: 9059, top1_acc: 0.4622, top5_acc: 0.7073, loss_cls: 2.3672, loss: 2.3672, grad_norm: 2.0847 2020-07-19 19:48:33,494 - mmaction - INFO - Epoch [167][360/1253] lr: 8.256e-02, eta: 1 day, 13:45:30, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4542, top5_acc: 0.6997, loss_cls: 2.4268, loss: 2.4268, grad_norm: 2.1112 2020-07-19 19:48:54,700 - mmaction - INFO - Epoch [167][380/1253] lr: 8.256e-02, eta: 1 day, 13:45:03, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4445, top5_acc: 0.7018, loss_cls: 2.4228, loss: 2.4228, grad_norm: 2.1012 2020-07-19 19:49:16,088 - mmaction - INFO - Epoch [167][400/1253] lr: 8.256e-02, eta: 1 day, 13:44:36, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4471, top5_acc: 0.6927, loss_cls: 2.4572, loss: 2.4572, grad_norm: 2.0796 2020-07-19 19:49:37,461 - mmaction - INFO - Epoch [167][420/1253] lr: 8.256e-02, eta: 1 day, 13:44:10, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4523, top5_acc: 0.6896, loss_cls: 2.4271, loss: 2.4271, grad_norm: 2.0439 2020-07-19 19:49:58,908 - mmaction - INFO - Epoch [167][440/1253] lr: 8.256e-02, eta: 1 day, 13:43:44, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.4810, top5_acc: 0.7247, loss_cls: 2.2627, loss: 2.2627, grad_norm: 2.0351 2020-07-19 19:50:20,250 - mmaction - INFO - Epoch [167][460/1253] lr: 8.256e-02, eta: 1 day, 13:43:17, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.4664, top5_acc: 0.7148, loss_cls: 2.3335, loss: 2.3335, grad_norm: 2.1329 2020-07-19 19:50:41,597 - mmaction - INFO - Epoch [167][480/1253] lr: 8.256e-02, eta: 1 day, 13:42:51, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4664, top5_acc: 0.7070, loss_cls: 2.3455, loss: 2.3455, grad_norm: 2.1071 2020-07-19 19:51:02,982 - mmaction - INFO - Epoch [167][500/1253] lr: 8.256e-02, eta: 1 day, 13:42:24, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4708, top5_acc: 0.7031, loss_cls: 2.3458, loss: 2.3458, grad_norm: 2.0951 2020-07-19 19:51:24,619 - mmaction - INFO - Epoch [167][520/1253] lr: 8.256e-02, eta: 1 day, 13:41:58, time: 1.082, data_time: 0.002, memory: 9059, top1_acc: 0.4589, top5_acc: 0.6974, loss_cls: 2.4194, loss: 2.4194, grad_norm: 2.1171 2020-07-19 19:51:45,937 - mmaction - INFO - Epoch [167][540/1253] lr: 8.256e-02, eta: 1 day, 13:41:31, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4695, top5_acc: 0.7094, loss_cls: 2.3839, loss: 2.3839, grad_norm: 2.1130 2020-07-19 19:52:07,206 - mmaction - INFO - Epoch [167][560/1253] lr: 8.256e-02, eta: 1 day, 13:41:05, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.4586, top5_acc: 0.7023, loss_cls: 2.3937, loss: 2.3937, grad_norm: 2.0692 2020-07-19 19:52:28,733 - mmaction - INFO - Epoch [167][580/1253] lr: 8.256e-02, eta: 1 day, 13:40:39, time: 1.077, data_time: 0.003, memory: 9059, top1_acc: 0.4667, top5_acc: 0.7117, loss_cls: 2.3696, loss: 2.3696, grad_norm: 2.1289 2020-07-19 19:52:50,133 - mmaction - INFO - Epoch [167][600/1253] lr: 8.256e-02, eta: 1 day, 13:40:12, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.4531, top5_acc: 0.7112, loss_cls: 2.3968, loss: 2.3968, grad_norm: 2.0886 2020-07-19 19:53:11,405 - mmaction - INFO - Epoch [167][620/1253] lr: 8.256e-02, eta: 1 day, 13:39:46, time: 1.065, data_time: 0.004, memory: 9059, top1_acc: 0.4620, top5_acc: 0.7057, loss_cls: 2.3900, loss: 2.3900, grad_norm: 2.1201 2020-07-19 19:53:32,655 - mmaction - INFO - Epoch [167][640/1253] lr: 8.256e-02, eta: 1 day, 13:39:19, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4638, top5_acc: 0.7018, loss_cls: 2.3704, loss: 2.3704, grad_norm: 2.1184 2020-07-19 19:53:54,119 - mmaction - INFO - Epoch [167][660/1253] lr: 8.256e-02, eta: 1 day, 13:38:53, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.4516, top5_acc: 0.6961, loss_cls: 2.4139, loss: 2.4139, grad_norm: 2.1509 2020-07-19 19:54:15,438 - mmaction - INFO - Epoch [167][680/1253] lr: 8.256e-02, eta: 1 day, 13:38:26, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.4599, top5_acc: 0.6984, loss_cls: 2.3868, loss: 2.3868, grad_norm: 2.0828 2020-07-19 19:54:36,714 - mmaction - INFO - Epoch [167][700/1253] lr: 8.256e-02, eta: 1 day, 13:38:00, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4578, top5_acc: 0.7010, loss_cls: 2.3844, loss: 2.3844, grad_norm: 2.1027 2020-07-19 19:54:58,324 - mmaction - INFO - Epoch [167][720/1253] lr: 8.256e-02, eta: 1 day, 13:37:33, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.4573, top5_acc: 0.7063, loss_cls: 2.3765, loss: 2.3765, grad_norm: 2.1082 2020-07-19 19:55:29,809 - mmaction - INFO - Epoch [167][740/1253] lr: 8.256e-02, eta: 1 day, 13:37:15, time: 1.574, data_time: 0.003, memory: 9059, top1_acc: 0.4563, top5_acc: 0.7036, loss_cls: 2.3771, loss: 2.3771, grad_norm: 2.0796 2020-07-19 19:55:51,133 - mmaction - INFO - Epoch [167][760/1253] lr: 8.256e-02, eta: 1 day, 13:36:49, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.4667, top5_acc: 0.7063, loss_cls: 2.3582, loss: 2.3582, grad_norm: 2.0838 2020-07-19 19:56:12,607 - mmaction - INFO - Epoch [167][780/1253] lr: 8.256e-02, eta: 1 day, 13:36:22, time: 1.072, data_time: 0.001, memory: 9059, top1_acc: 0.4677, top5_acc: 0.7031, loss_cls: 2.3902, loss: 2.3902, grad_norm: 2.0987 2020-07-19 19:56:33,916 - mmaction - INFO - Epoch [167][800/1253] lr: 8.256e-02, eta: 1 day, 13:35:56, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.4589, top5_acc: 0.7008, loss_cls: 2.3889, loss: 2.3889, grad_norm: 2.0547 2020-07-19 19:56:55,322 - mmaction - INFO - Epoch [167][820/1253] lr: 8.256e-02, eta: 1 day, 13:35:29, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4596, top5_acc: 0.7029, loss_cls: 2.3877, loss: 2.3877, grad_norm: 2.0667 2020-07-19 19:57:16,888 - mmaction - INFO - Epoch [167][840/1253] lr: 8.256e-02, eta: 1 day, 13:35:03, time: 1.078, data_time: 0.004, memory: 9059, top1_acc: 0.4542, top5_acc: 0.7112, loss_cls: 2.3674, loss: 2.3674, grad_norm: 2.1429 2020-07-19 19:57:38,111 - mmaction - INFO - Epoch [167][860/1253] lr: 8.256e-02, eta: 1 day, 13:34:37, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4643, top5_acc: 0.7193, loss_cls: 2.3421, loss: 2.3421, grad_norm: 2.1271 2020-07-19 19:57:59,541 - mmaction - INFO - Epoch [167][880/1253] lr: 8.256e-02, eta: 1 day, 13:34:10, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4544, top5_acc: 0.6979, loss_cls: 2.4211, loss: 2.4211, grad_norm: 2.0956 2020-07-19 19:58:20,892 - mmaction - INFO - Epoch [167][900/1253] lr: 8.256e-02, eta: 1 day, 13:33:44, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4682, top5_acc: 0.7125, loss_cls: 2.3275, loss: 2.3275, grad_norm: 2.0769 2020-07-19 19:58:42,099 - mmaction - INFO - Epoch [167][920/1253] lr: 8.256e-02, eta: 1 day, 13:33:17, time: 1.059, data_time: 0.001, memory: 9059, top1_acc: 0.4521, top5_acc: 0.7042, loss_cls: 2.4093, loss: 2.4093, grad_norm: 2.0864 2020-07-19 19:59:03,499 - mmaction - INFO - Epoch [167][940/1253] lr: 8.256e-02, eta: 1 day, 13:32:51, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4714, top5_acc: 0.7138, loss_cls: 2.3365, loss: 2.3365, grad_norm: 2.0678 2020-07-19 19:59:26,372 - mmaction - INFO - Epoch [167][960/1253] lr: 8.256e-02, eta: 1 day, 13:32:25, time: 1.143, data_time: 0.018, memory: 9059, top1_acc: 0.4542, top5_acc: 0.7036, loss_cls: 2.3830, loss: 2.3830, grad_norm: 2.1199 2020-07-19 19:59:48,432 - mmaction - INFO - Epoch [167][980/1253] lr: 8.256e-02, eta: 1 day, 13:32:00, time: 1.103, data_time: 0.017, memory: 9059, top1_acc: 0.4518, top5_acc: 0.6953, loss_cls: 2.4243, loss: 2.4243, grad_norm: 2.0790 2020-07-19 20:00:17,017 - mmaction - INFO - Epoch [167][1000/1253] lr: 8.256e-02, eta: 1 day, 13:31:39, time: 1.419, data_time: 0.026, memory: 9059, top1_acc: 0.4526, top5_acc: 0.6974, loss_cls: 2.3896, loss: 2.3896, grad_norm: 2.1088 2020-07-19 20:00:38,528 - mmaction - INFO - Epoch [167][1020/1253] lr: 8.256e-02, eta: 1 day, 13:31:13, time: 1.086, data_time: 0.017, memory: 9059, top1_acc: 0.4680, top5_acc: 0.7159, loss_cls: 2.3460, loss: 2.3460, grad_norm: 2.0604 2020-07-19 20:00:59,832 - mmaction - INFO - Epoch [167][1040/1253] lr: 8.256e-02, eta: 1 day, 13:30:46, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4693, top5_acc: 0.6977, loss_cls: 2.3977, loss: 2.3977, grad_norm: 2.0659 2020-07-19 20:01:22,436 - mmaction - INFO - Epoch [167][1060/1253] lr: 8.256e-02, eta: 1 day, 13:30:21, time: 1.130, data_time: 0.005, memory: 9059, top1_acc: 0.4497, top5_acc: 0.6924, loss_cls: 2.4047, loss: 2.4047, grad_norm: 2.0859 2020-07-19 20:01:45,446 - mmaction - INFO - Epoch [167][1080/1253] lr: 8.256e-02, eta: 1 day, 13:29:56, time: 1.150, data_time: 0.021, memory: 9059, top1_acc: 0.4359, top5_acc: 0.7021, loss_cls: 2.4608, loss: 2.4608, grad_norm: 2.1344 2020-07-19 20:02:08,083 - mmaction - INFO - Epoch [167][1100/1253] lr: 8.256e-02, eta: 1 day, 13:29:30, time: 1.132, data_time: 0.013, memory: 9059, top1_acc: 0.4628, top5_acc: 0.7107, loss_cls: 2.3904, loss: 2.3904, grad_norm: 2.0963 2020-07-19 20:02:29,507 - mmaction - INFO - Epoch [167][1120/1253] lr: 8.256e-02, eta: 1 day, 13:29:04, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.4487, top5_acc: 0.7039, loss_cls: 2.4200, loss: 2.4200, grad_norm: 2.0800 2020-07-19 20:02:50,817 - mmaction - INFO - Epoch [167][1140/1253] lr: 8.256e-02, eta: 1 day, 13:28:37, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4573, top5_acc: 0.6982, loss_cls: 2.4106, loss: 2.4106, grad_norm: 2.0590 2020-07-19 20:03:12,112 - mmaction - INFO - Epoch [167][1160/1253] lr: 8.256e-02, eta: 1 day, 13:28:11, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4503, top5_acc: 0.6938, loss_cls: 2.4496, loss: 2.4496, grad_norm: 2.1189 2020-07-19 20:03:33,534 - mmaction - INFO - Epoch [167][1180/1253] lr: 8.256e-02, eta: 1 day, 13:27:44, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.4549, top5_acc: 0.6966, loss_cls: 2.3815, loss: 2.3815, grad_norm: 2.0613 2020-07-19 20:03:54,731 - mmaction - INFO - Epoch [167][1200/1253] lr: 8.256e-02, eta: 1 day, 13:27:18, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4474, top5_acc: 0.6969, loss_cls: 2.4403, loss: 2.4403, grad_norm: 2.0794 2020-07-19 20:04:16,254 - mmaction - INFO - Epoch [167][1220/1253] lr: 8.256e-02, eta: 1 day, 13:26:52, time: 1.075, data_time: 0.001, memory: 9059, top1_acc: 0.4648, top5_acc: 0.6992, loss_cls: 2.3954, loss: 2.3954, grad_norm: 2.0999 2020-07-19 20:04:37,584 - mmaction - INFO - Epoch [167][1240/1253] lr: 8.256e-02, eta: 1 day, 13:26:25, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4539, top5_acc: 0.6966, loss_cls: 2.4005, loss: 2.4005, grad_norm: 2.0829 2020-07-19 20:09:21,446 - mmaction - INFO - Epoch [168][20/1253] lr: 8.092e-02, eta: 1 day, 13:28:38, time: 12.772, data_time: 11.547, memory: 9059, top1_acc: 0.4651, top5_acc: 0.7159, loss_cls: 2.3094, loss: 2.3094, grad_norm: 2.1037 2020-07-19 20:09:44,239 - mmaction - INFO - Epoch [168][40/1253] lr: 8.092e-02, eta: 1 day, 13:28:13, time: 1.141, data_time: 0.017, memory: 9059, top1_acc: 0.4648, top5_acc: 0.7146, loss_cls: 2.3304, loss: 2.3304, grad_norm: 2.0963 2020-07-19 20:10:06,420 - mmaction - INFO - Epoch [168][60/1253] lr: 8.092e-02, eta: 1 day, 13:27:47, time: 1.109, data_time: 0.013, memory: 9059, top1_acc: 0.4615, top5_acc: 0.7086, loss_cls: 2.3777, loss: 2.3777, grad_norm: 2.0721 2020-07-19 20:10:27,727 - mmaction - INFO - Epoch [168][80/1253] lr: 8.092e-02, eta: 1 day, 13:27:20, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4635, top5_acc: 0.7003, loss_cls: 2.3625, loss: 2.3625, grad_norm: 2.1405 2020-07-19 20:10:49,154 - mmaction - INFO - Epoch [168][100/1253] lr: 8.092e-02, eta: 1 day, 13:26:54, time: 1.073, data_time: 0.003, memory: 9059, top1_acc: 0.4680, top5_acc: 0.7206, loss_cls: 2.3411, loss: 2.3411, grad_norm: 2.1270 2020-07-19 20:11:10,505 - mmaction - INFO - Epoch [168][120/1253] lr: 8.092e-02, eta: 1 day, 13:26:28, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.4526, top5_acc: 0.7031, loss_cls: 2.3634, loss: 2.3634, grad_norm: 2.1116 2020-07-19 20:11:31,975 - mmaction - INFO - Epoch [168][140/1253] lr: 8.092e-02, eta: 1 day, 13:26:01, time: 1.074, data_time: 0.003, memory: 9059, top1_acc: 0.4763, top5_acc: 0.7057, loss_cls: 2.3273, loss: 2.3273, grad_norm: 2.1121 2020-07-19 20:11:53,307 - mmaction - INFO - Epoch [168][160/1253] lr: 8.092e-02, eta: 1 day, 13:25:35, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4646, top5_acc: 0.6971, loss_cls: 2.3864, loss: 2.3864, grad_norm: 2.1207 2020-07-19 20:12:15,065 - mmaction - INFO - Epoch [168][180/1253] lr: 8.092e-02, eta: 1 day, 13:25:09, time: 1.088, data_time: 0.002, memory: 9059, top1_acc: 0.4690, top5_acc: 0.7063, loss_cls: 2.3922, loss: 2.3922, grad_norm: 2.0818 2020-07-19 20:12:36,376 - mmaction - INFO - Epoch [168][200/1253] lr: 8.092e-02, eta: 1 day, 13:24:42, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4495, top5_acc: 0.7039, loss_cls: 2.4122, loss: 2.4122, grad_norm: 2.0870 2020-07-19 20:12:57,655 - mmaction - INFO - Epoch [168][220/1253] lr: 8.092e-02, eta: 1 day, 13:24:15, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.4674, top5_acc: 0.7065, loss_cls: 2.3711, loss: 2.3711, grad_norm: 2.0945 2020-07-19 20:13:18,957 - mmaction - INFO - Epoch [168][240/1253] lr: 8.092e-02, eta: 1 day, 13:23:49, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4706, top5_acc: 0.7055, loss_cls: 2.3471, loss: 2.3471, grad_norm: 2.1190 2020-07-19 20:13:40,559 - mmaction - INFO - Epoch [168][260/1253] lr: 8.092e-02, eta: 1 day, 13:23:23, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.4581, top5_acc: 0.7099, loss_cls: 2.3723, loss: 2.3723, grad_norm: 2.0942 2020-07-19 20:14:01,988 - mmaction - INFO - Epoch [168][280/1253] lr: 8.092e-02, eta: 1 day, 13:22:56, time: 1.074, data_time: 0.003, memory: 9059, top1_acc: 0.4635, top5_acc: 0.7159, loss_cls: 2.3547, loss: 2.3547, grad_norm: 2.1136 2020-07-19 20:14:23,435 - mmaction - INFO - Epoch [168][300/1253] lr: 8.092e-02, eta: 1 day, 13:22:30, time: 1.072, data_time: 0.001, memory: 9059, top1_acc: 0.4635, top5_acc: 0.7156, loss_cls: 2.3060, loss: 2.3060, grad_norm: 2.1182 2020-07-19 20:14:44,788 - mmaction - INFO - Epoch [168][320/1253] lr: 8.092e-02, eta: 1 day, 13:22:03, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4698, top5_acc: 0.7049, loss_cls: 2.3649, loss: 2.3649, grad_norm: 2.0886 2020-07-19 20:15:06,137 - mmaction - INFO - Epoch [168][340/1253] lr: 8.092e-02, eta: 1 day, 13:21:37, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.4677, top5_acc: 0.7104, loss_cls: 2.3335, loss: 2.3335, grad_norm: 2.1485 2020-07-19 20:15:27,527 - mmaction - INFO - Epoch [168][360/1253] lr: 8.092e-02, eta: 1 day, 13:21:10, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4479, top5_acc: 0.6943, loss_cls: 2.4374, loss: 2.4374, grad_norm: 2.1144 2020-07-19 20:15:49,206 - mmaction - INFO - Epoch [168][380/1253] lr: 8.092e-02, eta: 1 day, 13:20:44, time: 1.088, data_time: 0.007, memory: 9059, top1_acc: 0.4667, top5_acc: 0.7115, loss_cls: 2.3331, loss: 2.3331, grad_norm: 2.0451 2020-07-19 20:16:10,545 - mmaction - INFO - Epoch [168][400/1253] lr: 8.092e-02, eta: 1 day, 13:20:18, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.4747, top5_acc: 0.7148, loss_cls: 2.3143, loss: 2.3143, grad_norm: 2.1097 2020-07-19 20:16:31,863 - mmaction - INFO - Epoch [168][420/1253] lr: 8.092e-02, eta: 1 day, 13:19:51, time: 1.068, data_time: 0.004, memory: 9059, top1_acc: 0.4771, top5_acc: 0.7138, loss_cls: 2.3485, loss: 2.3485, grad_norm: 2.0940 2020-07-19 20:16:53,400 - mmaction - INFO - Epoch [168][440/1253] lr: 8.092e-02, eta: 1 day, 13:19:25, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.4656, top5_acc: 0.7133, loss_cls: 2.3264, loss: 2.3264, grad_norm: 2.1040 2020-07-19 20:17:15,406 - mmaction - INFO - Epoch [168][460/1253] lr: 8.092e-02, eta: 1 day, 13:18:59, time: 1.101, data_time: 0.002, memory: 9059, top1_acc: 0.4526, top5_acc: 0.6977, loss_cls: 2.4091, loss: 2.4091, grad_norm: 2.0926 2020-07-19 20:17:37,115 - mmaction - INFO - Epoch [168][480/1253] lr: 8.092e-02, eta: 1 day, 13:18:33, time: 1.085, data_time: 0.002, memory: 9059, top1_acc: 0.4760, top5_acc: 0.7055, loss_cls: 2.3405, loss: 2.3405, grad_norm: 2.1104 2020-07-19 20:17:58,439 - mmaction - INFO - Epoch [168][500/1253] lr: 8.092e-02, eta: 1 day, 13:18:06, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4586, top5_acc: 0.7086, loss_cls: 2.3763, loss: 2.3763, grad_norm: 2.1186 2020-07-19 20:18:19,692 - mmaction - INFO - Epoch [168][520/1253] lr: 8.092e-02, eta: 1 day, 13:17:40, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4646, top5_acc: 0.6977, loss_cls: 2.3859, loss: 2.3859, grad_norm: 2.0464 2020-07-19 20:18:41,195 - mmaction - INFO - Epoch [168][540/1253] lr: 8.092e-02, eta: 1 day, 13:17:14, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4615, top5_acc: 0.7115, loss_cls: 2.3706, loss: 2.3706, grad_norm: 2.1288 2020-07-19 20:19:02,610 - mmaction - INFO - Epoch [168][560/1253] lr: 8.092e-02, eta: 1 day, 13:16:47, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4539, top5_acc: 0.7029, loss_cls: 2.3945, loss: 2.3945, grad_norm: 2.1600 2020-07-19 20:19:23,828 - mmaction - INFO - Epoch [168][580/1253] lr: 8.092e-02, eta: 1 day, 13:16:21, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4648, top5_acc: 0.6984, loss_cls: 2.3817, loss: 2.3817, grad_norm: 2.0926 2020-07-19 20:19:46,185 - mmaction - INFO - Epoch [168][600/1253] lr: 8.092e-02, eta: 1 day, 13:15:55, time: 1.118, data_time: 0.003, memory: 9059, top1_acc: 0.4786, top5_acc: 0.7125, loss_cls: 2.3257, loss: 2.3257, grad_norm: 2.0556 2020-07-19 20:20:08,937 - mmaction - INFO - Epoch [168][620/1253] lr: 8.092e-02, eta: 1 day, 13:15:30, time: 1.133, data_time: 0.010, memory: 9059, top1_acc: 0.4732, top5_acc: 0.7086, loss_cls: 2.3133, loss: 2.3133, grad_norm: 2.0838 2020-07-19 20:20:30,677 - mmaction - INFO - Epoch [168][640/1253] lr: 8.092e-02, eta: 1 day, 13:15:04, time: 1.092, data_time: 0.015, memory: 9059, top1_acc: 0.4589, top5_acc: 0.6935, loss_cls: 2.3986, loss: 2.3986, grad_norm: 2.1353 2020-07-19 20:20:52,130 - mmaction - INFO - Epoch [168][660/1253] lr: 8.092e-02, eta: 1 day, 13:14:37, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.4557, top5_acc: 0.6982, loss_cls: 2.4172, loss: 2.4172, grad_norm: 2.1238 2020-07-19 20:21:14,260 - mmaction - INFO - Epoch [168][680/1253] lr: 8.092e-02, eta: 1 day, 13:14:11, time: 1.104, data_time: 0.002, memory: 9059, top1_acc: 0.4560, top5_acc: 0.7086, loss_cls: 2.3738, loss: 2.3738, grad_norm: 2.0785 2020-07-19 20:21:37,429 - mmaction - INFO - Epoch [168][700/1253] lr: 8.092e-02, eta: 1 day, 13:13:46, time: 1.159, data_time: 0.034, memory: 9059, top1_acc: 0.4698, top5_acc: 0.7065, loss_cls: 2.3477, loss: 2.3477, grad_norm: 2.0710 2020-07-19 20:22:00,644 - mmaction - INFO - Epoch [168][720/1253] lr: 8.092e-02, eta: 1 day, 13:13:21, time: 1.160, data_time: 0.013, memory: 9059, top1_acc: 0.4641, top5_acc: 0.7042, loss_cls: 2.3786, loss: 2.3786, grad_norm: 2.0828 2020-07-19 20:22:21,885 - mmaction - INFO - Epoch [168][740/1253] lr: 8.092e-02, eta: 1 day, 13:12:55, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.4521, top5_acc: 0.6880, loss_cls: 2.4113, loss: 2.4113, grad_norm: 2.1365 2020-07-19 20:22:43,501 - mmaction - INFO - Epoch [168][760/1253] lr: 8.092e-02, eta: 1 day, 13:12:29, time: 1.080, data_time: 0.001, memory: 9059, top1_acc: 0.4664, top5_acc: 0.7036, loss_cls: 2.4127, loss: 2.4127, grad_norm: 2.1207 2020-07-19 20:23:05,024 - mmaction - INFO - Epoch [168][780/1253] lr: 8.092e-02, eta: 1 day, 13:12:02, time: 1.076, data_time: 0.001, memory: 9059, top1_acc: 0.4552, top5_acc: 0.7003, loss_cls: 2.3944, loss: 2.3944, grad_norm: 2.0757 2020-07-19 20:23:26,324 - mmaction - INFO - Epoch [168][800/1253] lr: 8.092e-02, eta: 1 day, 13:11:36, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4667, top5_acc: 0.7016, loss_cls: 2.3494, loss: 2.3494, grad_norm: 2.1018 2020-07-19 20:23:47,651 - mmaction - INFO - Epoch [168][820/1253] lr: 8.092e-02, eta: 1 day, 13:11:09, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4487, top5_acc: 0.7073, loss_cls: 2.3905, loss: 2.3905, grad_norm: 2.1149 2020-07-19 20:24:08,833 - mmaction - INFO - Epoch [168][840/1253] lr: 8.092e-02, eta: 1 day, 13:10:43, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4612, top5_acc: 0.6971, loss_cls: 2.4186, loss: 2.4186, grad_norm: 2.1059 2020-07-19 20:24:30,134 - mmaction - INFO - Epoch [168][860/1253] lr: 8.092e-02, eta: 1 day, 13:10:16, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.4677, top5_acc: 0.7094, loss_cls: 2.3519, loss: 2.3519, grad_norm: 2.1305 2020-07-19 20:24:51,843 - mmaction - INFO - Epoch [168][880/1253] lr: 8.092e-02, eta: 1 day, 13:09:50, time: 1.082, data_time: 0.001, memory: 9059, top1_acc: 0.4586, top5_acc: 0.7068, loss_cls: 2.3560, loss: 2.3560, grad_norm: 2.1297 2020-07-19 20:25:13,213 - mmaction - INFO - Epoch [168][900/1253] lr: 8.092e-02, eta: 1 day, 13:09:24, time: 1.071, data_time: 0.004, memory: 9059, top1_acc: 0.4570, top5_acc: 0.7055, loss_cls: 2.3575, loss: 2.3575, grad_norm: 2.1241 2020-07-19 20:25:34,688 - mmaction - INFO - Epoch [168][920/1253] lr: 8.092e-02, eta: 1 day, 13:08:58, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.4784, top5_acc: 0.7141, loss_cls: 2.3242, loss: 2.3242, grad_norm: 2.1148 2020-07-19 20:25:56,083 - mmaction - INFO - Epoch [168][940/1253] lr: 8.092e-02, eta: 1 day, 13:08:31, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.4646, top5_acc: 0.7005, loss_cls: 2.3878, loss: 2.3878, grad_norm: 2.1632 2020-07-19 20:26:17,659 - mmaction - INFO - Epoch [168][960/1253] lr: 8.092e-02, eta: 1 day, 13:08:05, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.4630, top5_acc: 0.6974, loss_cls: 2.3929, loss: 2.3929, grad_norm: 2.1017 2020-07-19 20:26:39,760 - mmaction - INFO - Epoch [168][980/1253] lr: 8.092e-02, eta: 1 day, 13:07:39, time: 1.106, data_time: 0.002, memory: 9059, top1_acc: 0.4711, top5_acc: 0.7135, loss_cls: 2.3535, loss: 2.3535, grad_norm: 2.1360 2020-07-19 20:27:01,476 - mmaction - INFO - Epoch [168][1000/1253] lr: 8.092e-02, eta: 1 day, 13:07:13, time: 1.086, data_time: 0.007, memory: 9059, top1_acc: 0.4591, top5_acc: 0.6990, loss_cls: 2.4098, loss: 2.4098, grad_norm: 2.1505 2020-07-19 20:27:22,782 - mmaction - INFO - Epoch [168][1020/1253] lr: 8.092e-02, eta: 1 day, 13:06:46, time: 1.064, data_time: 0.004, memory: 9059, top1_acc: 0.4591, top5_acc: 0.7052, loss_cls: 2.3817, loss: 2.3817, grad_norm: 2.1353 2020-07-19 20:27:44,246 - mmaction - INFO - Epoch [168][1040/1253] lr: 8.092e-02, eta: 1 day, 13:06:20, time: 1.074, data_time: 0.003, memory: 9059, top1_acc: 0.4682, top5_acc: 0.7120, loss_cls: 2.3529, loss: 2.3529, grad_norm: 2.1404 2020-07-19 20:28:05,500 - mmaction - INFO - Epoch [168][1060/1253] lr: 8.092e-02, eta: 1 day, 13:05:54, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4560, top5_acc: 0.6919, loss_cls: 2.4373, loss: 2.4373, grad_norm: 2.1185 2020-07-19 20:28:26,840 - mmaction - INFO - Epoch [168][1080/1253] lr: 8.092e-02, eta: 1 day, 13:05:27, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4643, top5_acc: 0.7073, loss_cls: 2.3552, loss: 2.3552, grad_norm: 2.1288 2020-07-19 20:28:48,788 - mmaction - INFO - Epoch [168][1100/1253] lr: 8.092e-02, eta: 1 day, 13:05:01, time: 1.097, data_time: 0.002, memory: 9059, top1_acc: 0.4560, top5_acc: 0.7102, loss_cls: 2.4157, loss: 2.4157, grad_norm: 2.1552 2020-07-19 20:29:09,966 - mmaction - INFO - Epoch [168][1120/1253] lr: 8.092e-02, eta: 1 day, 13:04:35, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4391, top5_acc: 0.6974, loss_cls: 2.4389, loss: 2.4389, grad_norm: 2.1210 2020-07-19 20:29:31,350 - mmaction - INFO - Epoch [168][1140/1253] lr: 8.092e-02, eta: 1 day, 13:04:08, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4612, top5_acc: 0.7042, loss_cls: 2.3411, loss: 2.3411, grad_norm: 2.0626 2020-07-19 20:29:52,954 - mmaction - INFO - Epoch [168][1160/1253] lr: 8.092e-02, eta: 1 day, 13:03:42, time: 1.082, data_time: 0.002, memory: 9059, top1_acc: 0.4560, top5_acc: 0.7021, loss_cls: 2.3861, loss: 2.3861, grad_norm: 2.1401 2020-07-19 20:30:15,784 - mmaction - INFO - Epoch [168][1180/1253] lr: 8.092e-02, eta: 1 day, 13:03:17, time: 1.115, data_time: 0.001, memory: 9059, top1_acc: 0.4622, top5_acc: 0.7076, loss_cls: 2.3623, loss: 2.3623, grad_norm: 2.0986 2020-07-19 20:30:37,293 - mmaction - INFO - Epoch [168][1200/1253] lr: 8.092e-02, eta: 1 day, 13:02:51, time: 1.100, data_time: 0.028, memory: 9059, top1_acc: 0.4688, top5_acc: 0.6969, loss_cls: 2.3740, loss: 2.3740, grad_norm: 2.1003 2020-07-19 20:30:59,369 - mmaction - INFO - Epoch [168][1220/1253] lr: 8.092e-02, eta: 1 day, 13:02:25, time: 1.104, data_time: 0.002, memory: 9059, top1_acc: 0.4719, top5_acc: 0.7055, loss_cls: 2.3816, loss: 2.3816, grad_norm: 2.1584 2020-07-19 20:31:21,164 - mmaction - INFO - Epoch [168][1240/1253] lr: 8.092e-02, eta: 1 day, 13:01:59, time: 1.089, data_time: 0.002, memory: 9059, top1_acc: 0.4589, top5_acc: 0.7130, loss_cls: 2.3637, loss: 2.3637, grad_norm: 2.0968 2020-07-19 20:31:41,425 - mmaction - INFO - Saving checkpoint at 168 epochs 2020-07-19 20:34:40,429 - mmaction - INFO - Epoch [169][20/1253] lr: 7.929e-02, eta: 1 day, 13:03:07, time: 8.872, data_time: 7.463, memory: 9059, top1_acc: 0.4714, top5_acc: 0.7159, loss_cls: 2.3137, loss: 2.3137, grad_norm: 2.1325 2020-07-19 20:35:01,794 - mmaction - INFO - Epoch [169][40/1253] lr: 7.929e-02, eta: 1 day, 13:02:40, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4750, top5_acc: 0.7115, loss_cls: 2.3086, loss: 2.3086, grad_norm: 2.1037 2020-07-19 20:35:23,152 - mmaction - INFO - Epoch [169][60/1253] lr: 7.929e-02, eta: 1 day, 13:02:14, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4570, top5_acc: 0.7049, loss_cls: 2.3792, loss: 2.3792, grad_norm: 2.1194 2020-07-19 20:35:44,600 - mmaction - INFO - Epoch [169][80/1253] lr: 7.929e-02, eta: 1 day, 13:01:48, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4802, top5_acc: 0.7211, loss_cls: 2.2874, loss: 2.2874, grad_norm: 2.1703 2020-07-19 20:36:05,930 - mmaction - INFO - Epoch [169][100/1253] lr: 7.929e-02, eta: 1 day, 13:01:21, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4711, top5_acc: 0.7154, loss_cls: 2.3048, loss: 2.3048, grad_norm: 2.1124 2020-07-19 20:36:27,641 - mmaction - INFO - Epoch [169][120/1253] lr: 7.929e-02, eta: 1 day, 13:00:55, time: 1.086, data_time: 0.022, memory: 9059, top1_acc: 0.4740, top5_acc: 0.7083, loss_cls: 2.3448, loss: 2.3448, grad_norm: 2.1024 2020-07-19 20:36:48,769 - mmaction - INFO - Epoch [169][140/1253] lr: 7.929e-02, eta: 1 day, 13:00:28, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.4643, top5_acc: 0.7018, loss_cls: 2.3920, loss: 2.3920, grad_norm: 2.1286 2020-07-19 20:37:10,346 - mmaction - INFO - Epoch [169][160/1253] lr: 7.929e-02, eta: 1 day, 13:00:02, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.4768, top5_acc: 0.7128, loss_cls: 2.3451, loss: 2.3451, grad_norm: 2.1053 2020-07-19 20:37:31,609 - mmaction - INFO - Epoch [169][180/1253] lr: 7.929e-02, eta: 1 day, 12:59:36, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.4638, top5_acc: 0.7086, loss_cls: 2.3570, loss: 2.3570, grad_norm: 2.1105 2020-07-19 20:37:52,946 - mmaction - INFO - Epoch [169][200/1253] lr: 7.929e-02, eta: 1 day, 12:59:09, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.4630, top5_acc: 0.7112, loss_cls: 2.3577, loss: 2.3577, grad_norm: 2.0757 2020-07-19 20:38:14,424 - mmaction - INFO - Epoch [169][220/1253] lr: 7.929e-02, eta: 1 day, 12:58:43, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.4729, top5_acc: 0.7125, loss_cls: 2.3406, loss: 2.3406, grad_norm: 2.1086 2020-07-19 20:38:36,066 - mmaction - INFO - Epoch [169][240/1253] lr: 7.929e-02, eta: 1 day, 12:58:17, time: 1.081, data_time: 0.001, memory: 9059, top1_acc: 0.4643, top5_acc: 0.7021, loss_cls: 2.3409, loss: 2.3409, grad_norm: 2.0811 2020-07-19 20:38:57,808 - mmaction - INFO - Epoch [169][260/1253] lr: 7.929e-02, eta: 1 day, 12:57:51, time: 1.087, data_time: 0.012, memory: 9059, top1_acc: 0.4576, top5_acc: 0.7029, loss_cls: 2.3995, loss: 2.3995, grad_norm: 2.1020 2020-07-19 20:39:19,393 - mmaction - INFO - Epoch [169][280/1253] lr: 7.929e-02, eta: 1 day, 12:57:24, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.4617, top5_acc: 0.6938, loss_cls: 2.4067, loss: 2.4067, grad_norm: 2.1006 2020-07-19 20:39:40,617 - mmaction - INFO - Epoch [169][300/1253] lr: 7.929e-02, eta: 1 day, 12:56:58, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4701, top5_acc: 0.7057, loss_cls: 2.3451, loss: 2.3451, grad_norm: 2.0600 2020-07-19 20:40:02,407 - mmaction - INFO - Epoch [169][320/1253] lr: 7.929e-02, eta: 1 day, 12:56:32, time: 1.089, data_time: 0.002, memory: 9059, top1_acc: 0.4708, top5_acc: 0.7154, loss_cls: 2.3352, loss: 2.3352, grad_norm: 2.0992 2020-07-19 20:40:23,677 - mmaction - INFO - Epoch [169][340/1253] lr: 7.929e-02, eta: 1 day, 12:56:05, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4745, top5_acc: 0.7086, loss_cls: 2.3116, loss: 2.3116, grad_norm: 2.1413 2020-07-19 20:40:45,097 - mmaction - INFO - Epoch [169][360/1253] lr: 7.929e-02, eta: 1 day, 12:55:39, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4630, top5_acc: 0.7055, loss_cls: 2.3799, loss: 2.3799, grad_norm: 2.1739 2020-07-19 20:41:06,501 - mmaction - INFO - Epoch [169][380/1253] lr: 7.929e-02, eta: 1 day, 12:55:13, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4688, top5_acc: 0.7130, loss_cls: 2.3120, loss: 2.3120, grad_norm: 2.0913 2020-07-19 20:41:27,665 - mmaction - INFO - Epoch [169][400/1253] lr: 7.929e-02, eta: 1 day, 12:54:46, time: 1.060, data_time: 0.003, memory: 9059, top1_acc: 0.4583, top5_acc: 0.7023, loss_cls: 2.3630, loss: 2.3630, grad_norm: 2.1649 2020-07-19 20:41:48,932 - mmaction - INFO - Epoch [169][420/1253] lr: 7.929e-02, eta: 1 day, 12:54:20, time: 1.061, data_time: 0.001, memory: 9059, top1_acc: 0.4740, top5_acc: 0.7060, loss_cls: 2.3481, loss: 2.3481, grad_norm: 2.1130 2020-07-19 20:42:10,336 - mmaction - INFO - Epoch [169][440/1253] lr: 7.929e-02, eta: 1 day, 12:53:53, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.4661, top5_acc: 0.7034, loss_cls: 2.3509, loss: 2.3509, grad_norm: 2.0918 2020-07-19 20:42:31,723 - mmaction - INFO - Epoch [169][460/1253] lr: 7.929e-02, eta: 1 day, 12:53:27, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4581, top5_acc: 0.7122, loss_cls: 2.3471, loss: 2.3471, grad_norm: 2.1675 2020-07-19 20:42:53,051 - mmaction - INFO - Epoch [169][480/1253] lr: 7.929e-02, eta: 1 day, 12:53:00, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4680, top5_acc: 0.6987, loss_cls: 2.3595, loss: 2.3595, grad_norm: 2.1372 2020-07-19 20:43:14,785 - mmaction - INFO - Epoch [169][500/1253] lr: 7.929e-02, eta: 1 day, 12:52:34, time: 1.088, data_time: 0.003, memory: 9059, top1_acc: 0.4659, top5_acc: 0.7083, loss_cls: 2.3444, loss: 2.3444, grad_norm: 2.1453 2020-07-19 20:43:35,928 - mmaction - INFO - Epoch [169][520/1253] lr: 7.929e-02, eta: 1 day, 12:52:08, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.4500, top5_acc: 0.6961, loss_cls: 2.3981, loss: 2.3981, grad_norm: 2.1433 2020-07-19 20:43:57,422 - mmaction - INFO - Epoch [169][540/1253] lr: 7.929e-02, eta: 1 day, 12:51:42, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4643, top5_acc: 0.7086, loss_cls: 2.3563, loss: 2.3563, grad_norm: 2.0945 2020-07-19 20:44:18,692 - mmaction - INFO - Epoch [169][560/1253] lr: 7.929e-02, eta: 1 day, 12:51:15, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4727, top5_acc: 0.7081, loss_cls: 2.3465, loss: 2.3465, grad_norm: 2.0994 2020-07-19 20:44:40,008 - mmaction - INFO - Epoch [169][580/1253] lr: 7.929e-02, eta: 1 day, 12:50:49, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4594, top5_acc: 0.7130, loss_cls: 2.3615, loss: 2.3615, grad_norm: 2.1374 2020-07-19 20:45:01,495 - mmaction - INFO - Epoch [169][600/1253] lr: 7.929e-02, eta: 1 day, 12:50:22, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4516, top5_acc: 0.7065, loss_cls: 2.4114, loss: 2.4114, grad_norm: 2.1604 2020-07-19 20:45:22,941 - mmaction - INFO - Epoch [169][620/1253] lr: 7.929e-02, eta: 1 day, 12:49:56, time: 1.072, data_time: 0.006, memory: 9059, top1_acc: 0.4672, top5_acc: 0.7089, loss_cls: 2.3579, loss: 2.3579, grad_norm: 2.1100 2020-07-19 20:45:44,936 - mmaction - INFO - Epoch [169][640/1253] lr: 7.929e-02, eta: 1 day, 12:49:30, time: 1.100, data_time: 0.002, memory: 9059, top1_acc: 0.4492, top5_acc: 0.7010, loss_cls: 2.4168, loss: 2.4168, grad_norm: 2.1602 2020-07-19 20:46:06,317 - mmaction - INFO - Epoch [169][660/1253] lr: 7.929e-02, eta: 1 day, 12:49:04, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.4591, top5_acc: 0.7052, loss_cls: 2.3874, loss: 2.3874, grad_norm: 2.1394 2020-07-19 20:46:28,467 - mmaction - INFO - Epoch [169][680/1253] lr: 7.929e-02, eta: 1 day, 12:48:38, time: 1.107, data_time: 0.020, memory: 9059, top1_acc: 0.4617, top5_acc: 0.7049, loss_cls: 2.3637, loss: 2.3637, grad_norm: 2.1358 2020-07-19 20:46:50,647 - mmaction - INFO - Epoch [169][700/1253] lr: 7.929e-02, eta: 1 day, 12:48:12, time: 1.107, data_time: 0.008, memory: 9059, top1_acc: 0.4471, top5_acc: 0.7016, loss_cls: 2.4148, loss: 2.4148, grad_norm: 2.1525 2020-07-19 20:47:12,730 - mmaction - INFO - Epoch [169][720/1253] lr: 7.929e-02, eta: 1 day, 12:47:46, time: 1.106, data_time: 0.024, memory: 9059, top1_acc: 0.4615, top5_acc: 0.7104, loss_cls: 2.3891, loss: 2.3891, grad_norm: 2.1451 2020-07-19 20:47:33,996 - mmaction - INFO - Epoch [169][740/1253] lr: 7.929e-02, eta: 1 day, 12:47:20, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4625, top5_acc: 0.7128, loss_cls: 2.3311, loss: 2.3311, grad_norm: 2.1092 2020-07-19 20:47:55,279 - mmaction - INFO - Epoch [169][760/1253] lr: 7.929e-02, eta: 1 day, 12:46:54, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.4630, top5_acc: 0.7109, loss_cls: 2.3634, loss: 2.3634, grad_norm: 2.1301 2020-07-19 20:48:16,469 - mmaction - INFO - Epoch [169][780/1253] lr: 7.929e-02, eta: 1 day, 12:46:27, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4552, top5_acc: 0.7036, loss_cls: 2.3876, loss: 2.3876, grad_norm: 2.1488 2020-07-19 20:48:38,956 - mmaction - INFO - Epoch [169][800/1253] lr: 7.929e-02, eta: 1 day, 12:46:02, time: 1.125, data_time: 0.027, memory: 9059, top1_acc: 0.4518, top5_acc: 0.6992, loss_cls: 2.4326, loss: 2.4326, grad_norm: 2.1441 2020-07-19 20:49:01,123 - mmaction - INFO - Epoch [169][820/1253] lr: 7.929e-02, eta: 1 day, 12:45:36, time: 1.107, data_time: 0.011, memory: 9059, top1_acc: 0.4547, top5_acc: 0.7021, loss_cls: 2.4068, loss: 2.4068, grad_norm: 2.1319 2020-07-19 20:49:22,645 - mmaction - INFO - Epoch [169][840/1253] lr: 7.929e-02, eta: 1 day, 12:45:10, time: 1.076, data_time: 0.008, memory: 9059, top1_acc: 0.4560, top5_acc: 0.6982, loss_cls: 2.4261, loss: 2.4261, grad_norm: 2.1018 2020-07-19 20:49:43,925 - mmaction - INFO - Epoch [169][860/1253] lr: 7.929e-02, eta: 1 day, 12:44:43, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4617, top5_acc: 0.7052, loss_cls: 2.3869, loss: 2.3869, grad_norm: 2.1179 2020-07-19 20:50:05,938 - mmaction - INFO - Epoch [169][880/1253] lr: 7.929e-02, eta: 1 day, 12:44:17, time: 1.101, data_time: 0.002, memory: 9059, top1_acc: 0.4661, top5_acc: 0.7117, loss_cls: 2.3613, loss: 2.3613, grad_norm: 2.1519 2020-07-19 20:50:28,356 - mmaction - INFO - Epoch [169][900/1253] lr: 7.929e-02, eta: 1 day, 12:43:52, time: 1.121, data_time: 0.008, memory: 9059, top1_acc: 0.4596, top5_acc: 0.7018, loss_cls: 2.3826, loss: 2.3826, grad_norm: 2.1128 2020-07-19 20:50:50,817 - mmaction - INFO - Epoch [169][920/1253] lr: 7.929e-02, eta: 1 day, 12:43:26, time: 1.120, data_time: 0.016, memory: 9059, top1_acc: 0.4583, top5_acc: 0.7063, loss_cls: 2.3996, loss: 2.3996, grad_norm: 2.1046 2020-07-19 20:51:12,718 - mmaction - INFO - Epoch [169][940/1253] lr: 7.929e-02, eta: 1 day, 12:43:00, time: 1.097, data_time: 0.013, memory: 9059, top1_acc: 0.4711, top5_acc: 0.7109, loss_cls: 2.3300, loss: 2.3300, grad_norm: 2.0982 2020-07-19 20:51:33,896 - mmaction - INFO - Epoch [169][960/1253] lr: 7.929e-02, eta: 1 day, 12:42:34, time: 1.060, data_time: 0.003, memory: 9059, top1_acc: 0.4680, top5_acc: 0.7099, loss_cls: 2.3574, loss: 2.3574, grad_norm: 2.0975 2020-07-19 20:51:55,285 - mmaction - INFO - Epoch [169][980/1253] lr: 7.929e-02, eta: 1 day, 12:42:07, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4648, top5_acc: 0.7102, loss_cls: 2.3714, loss: 2.3714, grad_norm: 2.1193 2020-07-19 20:52:16,596 - mmaction - INFO - Epoch [169][1000/1253] lr: 7.929e-02, eta: 1 day, 12:41:41, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4620, top5_acc: 0.7086, loss_cls: 2.3677, loss: 2.3677, grad_norm: 2.0827 2020-07-19 20:52:38,088 - mmaction - INFO - Epoch [169][1020/1253] lr: 7.929e-02, eta: 1 day, 12:41:15, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.4711, top5_acc: 0.7076, loss_cls: 2.3565, loss: 2.3565, grad_norm: 2.0709 2020-07-19 20:52:59,455 - mmaction - INFO - Epoch [169][1040/1253] lr: 7.929e-02, eta: 1 day, 12:40:48, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.4742, top5_acc: 0.7128, loss_cls: 2.3185, loss: 2.3185, grad_norm: 2.1393 2020-07-19 20:53:20,780 - mmaction - INFO - Epoch [169][1060/1253] lr: 7.929e-02, eta: 1 day, 12:40:22, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.4516, top5_acc: 0.6990, loss_cls: 2.4120, loss: 2.4120, grad_norm: 2.1359 2020-07-19 20:53:42,155 - mmaction - INFO - Epoch [169][1080/1253] lr: 7.929e-02, eta: 1 day, 12:39:56, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4469, top5_acc: 0.6997, loss_cls: 2.4196, loss: 2.4196, grad_norm: 2.1332 2020-07-19 20:54:03,547 - mmaction - INFO - Epoch [169][1100/1253] lr: 7.929e-02, eta: 1 day, 12:39:29, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.4646, top5_acc: 0.6987, loss_cls: 2.4098, loss: 2.4098, grad_norm: 2.1245 2020-07-19 20:54:24,878 - mmaction - INFO - Epoch [169][1120/1253] lr: 7.929e-02, eta: 1 day, 12:39:03, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4487, top5_acc: 0.6990, loss_cls: 2.3889, loss: 2.3889, grad_norm: 2.0985 2020-07-19 20:54:46,205 - mmaction - INFO - Epoch [169][1140/1253] lr: 7.929e-02, eta: 1 day, 12:38:37, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.4690, top5_acc: 0.7073, loss_cls: 2.3479, loss: 2.3479, grad_norm: 2.0891 2020-07-19 20:55:07,588 - mmaction - INFO - Epoch [169][1160/1253] lr: 7.929e-02, eta: 1 day, 12:38:10, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4760, top5_acc: 0.7159, loss_cls: 2.3212, loss: 2.3212, grad_norm: 2.0677 2020-07-19 20:55:28,999 - mmaction - INFO - Epoch [169][1180/1253] lr: 7.929e-02, eta: 1 day, 12:37:44, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4594, top5_acc: 0.7070, loss_cls: 2.3488, loss: 2.3488, grad_norm: 2.1304 2020-07-19 20:55:50,247 - mmaction - INFO - Epoch [169][1200/1253] lr: 7.929e-02, eta: 1 day, 12:37:17, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4664, top5_acc: 0.7154, loss_cls: 2.3412, loss: 2.3412, grad_norm: 2.1165 2020-07-19 20:56:11,550 - mmaction - INFO - Epoch [169][1220/1253] lr: 7.929e-02, eta: 1 day, 12:36:51, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4568, top5_acc: 0.7115, loss_cls: 2.3405, loss: 2.3405, grad_norm: 2.1440 2020-07-19 20:56:32,884 - mmaction - INFO - Epoch [169][1240/1253] lr: 7.929e-02, eta: 1 day, 12:36:25, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.4719, top5_acc: 0.7031, loss_cls: 2.3545, loss: 2.3545, grad_norm: 2.0770 2020-07-19 21:00:15,240 - mmaction - INFO - Epoch [170][20/1253] lr: 7.767e-02, eta: 1 day, 12:37:50, time: 10.107, data_time: 8.481, memory: 9059, top1_acc: 0.4727, top5_acc: 0.7021, loss_cls: 2.3324, loss: 2.3324, grad_norm: 2.1454 2020-07-19 21:00:36,519 - mmaction - INFO - Epoch [170][40/1253] lr: 7.767e-02, eta: 1 day, 12:37:24, time: 1.079, data_time: 0.024, memory: 9059, top1_acc: 0.4682, top5_acc: 0.7081, loss_cls: 2.3445, loss: 2.3445, grad_norm: 2.1792 2020-07-19 21:00:58,125 - mmaction - INFO - Epoch [170][60/1253] lr: 7.767e-02, eta: 1 day, 12:36:57, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.4651, top5_acc: 0.7078, loss_cls: 2.3605, loss: 2.3605, grad_norm: 2.1269 2020-07-19 21:01:19,391 - mmaction - INFO - Epoch [170][80/1253] lr: 7.767e-02, eta: 1 day, 12:36:31, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.4883, top5_acc: 0.7284, loss_cls: 2.2521, loss: 2.2521, grad_norm: 2.0853 2020-07-19 21:01:40,656 - mmaction - INFO - Epoch [170][100/1253] lr: 7.767e-02, eta: 1 day, 12:36:04, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.4810, top5_acc: 0.7247, loss_cls: 2.2731, loss: 2.2731, grad_norm: 2.1240 2020-07-19 21:02:01,970 - mmaction - INFO - Epoch [170][120/1253] lr: 7.767e-02, eta: 1 day, 12:35:38, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4586, top5_acc: 0.7091, loss_cls: 2.3527, loss: 2.3527, grad_norm: 2.1015 2020-07-19 21:02:23,213 - mmaction - INFO - Epoch [170][140/1253] lr: 7.767e-02, eta: 1 day, 12:35:12, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4826, top5_acc: 0.7201, loss_cls: 2.2979, loss: 2.2979, grad_norm: 2.0896 2020-07-19 21:02:44,612 - mmaction - INFO - Epoch [170][160/1253] lr: 7.767e-02, eta: 1 day, 12:34:45, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4805, top5_acc: 0.7195, loss_cls: 2.3092, loss: 2.3092, grad_norm: 2.1571 2020-07-19 21:03:05,947 - mmaction - INFO - Epoch [170][180/1253] lr: 7.767e-02, eta: 1 day, 12:34:19, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4573, top5_acc: 0.7003, loss_cls: 2.3913, loss: 2.3913, grad_norm: 2.1333 2020-07-19 21:03:27,299 - mmaction - INFO - Epoch [170][200/1253] lr: 7.767e-02, eta: 1 day, 12:33:52, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4742, top5_acc: 0.7167, loss_cls: 2.3298, loss: 2.3298, grad_norm: 2.1253 2020-07-19 21:03:48,407 - mmaction - INFO - Epoch [170][220/1253] lr: 7.767e-02, eta: 1 day, 12:33:26, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.4682, top5_acc: 0.7122, loss_cls: 2.3380, loss: 2.3380, grad_norm: 2.1588 2020-07-19 21:04:09,677 - mmaction - INFO - Epoch [170][240/1253] lr: 7.767e-02, eta: 1 day, 12:32:59, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4612, top5_acc: 0.7091, loss_cls: 2.3738, loss: 2.3738, grad_norm: 2.1420 2020-07-19 21:04:31,076 - mmaction - INFO - Epoch [170][260/1253] lr: 7.767e-02, eta: 1 day, 12:32:33, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4651, top5_acc: 0.7125, loss_cls: 2.3394, loss: 2.3394, grad_norm: 2.1022 2020-07-19 21:04:52,254 - mmaction - INFO - Epoch [170][280/1253] lr: 7.767e-02, eta: 1 day, 12:32:07, time: 1.059, data_time: 0.006, memory: 9059, top1_acc: 0.4753, top5_acc: 0.7203, loss_cls: 2.3048, loss: 2.3048, grad_norm: 2.0973 2020-07-19 21:05:13,731 - mmaction - INFO - Epoch [170][300/1253] lr: 7.767e-02, eta: 1 day, 12:31:40, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.4695, top5_acc: 0.7094, loss_cls: 2.3643, loss: 2.3643, grad_norm: 2.1736 2020-07-19 21:05:35,039 - mmaction - INFO - Epoch [170][320/1253] lr: 7.767e-02, eta: 1 day, 12:31:14, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4849, top5_acc: 0.7185, loss_cls: 2.2812, loss: 2.2812, grad_norm: 2.1088 2020-07-19 21:05:56,233 - mmaction - INFO - Epoch [170][340/1253] lr: 7.767e-02, eta: 1 day, 12:30:47, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4570, top5_acc: 0.6969, loss_cls: 2.3984, loss: 2.3984, grad_norm: 2.0956 2020-07-19 21:06:17,928 - mmaction - INFO - Epoch [170][360/1253] lr: 7.767e-02, eta: 1 day, 12:30:21, time: 1.084, data_time: 0.002, memory: 9059, top1_acc: 0.4609, top5_acc: 0.7117, loss_cls: 2.3512, loss: 2.3512, grad_norm: 2.1140 2020-07-19 21:06:39,344 - mmaction - INFO - Epoch [170][380/1253] lr: 7.767e-02, eta: 1 day, 12:29:55, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.4594, top5_acc: 0.7133, loss_cls: 2.3371, loss: 2.3371, grad_norm: 2.1339 2020-07-19 21:07:00,886 - mmaction - INFO - Epoch [170][400/1253] lr: 7.767e-02, eta: 1 day, 12:29:29, time: 1.077, data_time: 0.017, memory: 9059, top1_acc: 0.4635, top5_acc: 0.6969, loss_cls: 2.3916, loss: 2.3916, grad_norm: 2.1315 2020-07-19 21:07:22,184 - mmaction - INFO - Epoch [170][420/1253] lr: 7.767e-02, eta: 1 day, 12:29:02, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.4690, top5_acc: 0.7089, loss_cls: 2.3431, loss: 2.3431, grad_norm: 2.0996 2020-07-19 21:07:43,524 - mmaction - INFO - Epoch [170][440/1253] lr: 7.767e-02, eta: 1 day, 12:28:36, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4607, top5_acc: 0.7044, loss_cls: 2.3747, loss: 2.3747, grad_norm: 2.1222 2020-07-19 21:08:05,026 - mmaction - INFO - Epoch [170][460/1253] lr: 7.767e-02, eta: 1 day, 12:28:10, time: 1.075, data_time: 0.001, memory: 9059, top1_acc: 0.4563, top5_acc: 0.7091, loss_cls: 2.3871, loss: 2.3871, grad_norm: 2.1431 2020-07-19 21:08:26,814 - mmaction - INFO - Epoch [170][480/1253] lr: 7.767e-02, eta: 1 day, 12:27:44, time: 1.089, data_time: 0.001, memory: 9059, top1_acc: 0.4633, top5_acc: 0.7099, loss_cls: 2.3570, loss: 2.3570, grad_norm: 2.1535 2020-07-19 21:08:48,183 - mmaction - INFO - Epoch [170][500/1253] lr: 7.767e-02, eta: 1 day, 12:27:17, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4693, top5_acc: 0.7083, loss_cls: 2.3310, loss: 2.3310, grad_norm: 2.0991 2020-07-19 21:09:09,666 - mmaction - INFO - Epoch [170][520/1253] lr: 7.767e-02, eta: 1 day, 12:26:51, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.4711, top5_acc: 0.7130, loss_cls: 2.3524, loss: 2.3524, grad_norm: 2.1707 2020-07-19 21:09:31,360 - mmaction - INFO - Epoch [170][540/1253] lr: 7.767e-02, eta: 1 day, 12:26:25, time: 1.085, data_time: 0.003, memory: 9059, top1_acc: 0.4628, top5_acc: 0.7115, loss_cls: 2.3349, loss: 2.3349, grad_norm: 2.1200 2020-07-19 21:09:52,674 - mmaction - INFO - Epoch [170][560/1253] lr: 7.767e-02, eta: 1 day, 12:25:59, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.4474, top5_acc: 0.6893, loss_cls: 2.4508, loss: 2.4508, grad_norm: 2.1718 2020-07-19 21:10:14,003 - mmaction - INFO - Epoch [170][580/1253] lr: 7.767e-02, eta: 1 day, 12:25:32, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4708, top5_acc: 0.7133, loss_cls: 2.3394, loss: 2.3394, grad_norm: 2.1078 2020-07-19 21:10:35,304 - mmaction - INFO - Epoch [170][600/1253] lr: 7.767e-02, eta: 1 day, 12:25:06, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4646, top5_acc: 0.7026, loss_cls: 2.3849, loss: 2.3849, grad_norm: 2.0977 2020-07-19 21:10:56,596 - mmaction - INFO - Epoch [170][620/1253] lr: 7.767e-02, eta: 1 day, 12:24:40, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4786, top5_acc: 0.7146, loss_cls: 2.3173, loss: 2.3173, grad_norm: 2.1375 2020-07-19 21:11:18,015 - mmaction - INFO - Epoch [170][640/1253] lr: 7.767e-02, eta: 1 day, 12:24:13, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4539, top5_acc: 0.7070, loss_cls: 2.3701, loss: 2.3701, grad_norm: 2.1482 2020-07-19 21:11:39,282 - mmaction - INFO - Epoch [170][660/1253] lr: 7.767e-02, eta: 1 day, 12:23:47, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.4591, top5_acc: 0.7034, loss_cls: 2.3917, loss: 2.3917, grad_norm: 2.1065 2020-07-19 21:12:00,462 - mmaction - INFO - Epoch [170][680/1253] lr: 7.767e-02, eta: 1 day, 12:23:20, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4664, top5_acc: 0.7034, loss_cls: 2.3523, loss: 2.3523, grad_norm: 2.1707 2020-07-19 21:12:22,708 - mmaction - INFO - Epoch [170][700/1253] lr: 7.767e-02, eta: 1 day, 12:22:55, time: 1.113, data_time: 0.002, memory: 9059, top1_acc: 0.4797, top5_acc: 0.7068, loss_cls: 2.3578, loss: 2.3578, grad_norm: 2.1168 2020-07-19 21:12:44,107 - mmaction - INFO - Epoch [170][720/1253] lr: 7.767e-02, eta: 1 day, 12:22:28, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4674, top5_acc: 0.7068, loss_cls: 2.3784, loss: 2.3784, grad_norm: 2.1275 2020-07-19 21:13:05,892 - mmaction - INFO - Epoch [170][740/1253] lr: 7.767e-02, eta: 1 day, 12:22:02, time: 1.090, data_time: 0.003, memory: 9059, top1_acc: 0.4667, top5_acc: 0.7091, loss_cls: 2.3463, loss: 2.3463, grad_norm: 2.1410 2020-07-19 21:13:27,207 - mmaction - INFO - Epoch [170][760/1253] lr: 7.767e-02, eta: 1 day, 12:21:36, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4557, top5_acc: 0.7086, loss_cls: 2.3532, loss: 2.3532, grad_norm: 2.1399 2020-07-19 21:13:48,603 - mmaction - INFO - Epoch [170][780/1253] lr: 7.767e-02, eta: 1 day, 12:21:10, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4565, top5_acc: 0.7042, loss_cls: 2.3927, loss: 2.3927, grad_norm: 2.1094 2020-07-19 21:14:10,084 - mmaction - INFO - Epoch [170][800/1253] lr: 7.767e-02, eta: 1 day, 12:20:43, time: 1.073, data_time: 0.001, memory: 9059, top1_acc: 0.4630, top5_acc: 0.7068, loss_cls: 2.3839, loss: 2.3839, grad_norm: 2.1994 2020-07-19 21:14:31,407 - mmaction - INFO - Epoch [170][820/1253] lr: 7.767e-02, eta: 1 day, 12:20:17, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4581, top5_acc: 0.7016, loss_cls: 2.3859, loss: 2.3859, grad_norm: 2.1224 2020-07-19 21:14:52,649 - mmaction - INFO - Epoch [170][840/1253] lr: 7.767e-02, eta: 1 day, 12:19:51, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.4523, top5_acc: 0.7042, loss_cls: 2.4321, loss: 2.4321, grad_norm: 2.1431 2020-07-19 21:15:13,993 - mmaction - INFO - Epoch [170][860/1253] lr: 7.767e-02, eta: 1 day, 12:19:24, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4604, top5_acc: 0.7109, loss_cls: 2.3591, loss: 2.3591, grad_norm: 2.1555 2020-07-19 21:15:35,396 - mmaction - INFO - Epoch [170][880/1253] lr: 7.767e-02, eta: 1 day, 12:18:58, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4581, top5_acc: 0.6849, loss_cls: 2.4501, loss: 2.4501, grad_norm: 2.1123 2020-07-19 21:15:56,954 - mmaction - INFO - Epoch [170][900/1253] lr: 7.767e-02, eta: 1 day, 12:18:32, time: 1.076, data_time: 0.001, memory: 9059, top1_acc: 0.4594, top5_acc: 0.6987, loss_cls: 2.3807, loss: 2.3807, grad_norm: 2.1221 2020-07-19 21:16:18,889 - mmaction - INFO - Epoch [170][920/1253] lr: 7.767e-02, eta: 1 day, 12:18:06, time: 1.097, data_time: 0.003, memory: 9059, top1_acc: 0.4669, top5_acc: 0.7081, loss_cls: 2.3475, loss: 2.3475, grad_norm: 2.1444 2020-07-19 21:16:40,161 - mmaction - INFO - Epoch [170][940/1253] lr: 7.767e-02, eta: 1 day, 12:17:40, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.4625, top5_acc: 0.7042, loss_cls: 2.3837, loss: 2.3837, grad_norm: 2.1562 2020-07-19 21:17:01,414 - mmaction - INFO - Epoch [170][960/1253] lr: 7.767e-02, eta: 1 day, 12:17:13, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4682, top5_acc: 0.7052, loss_cls: 2.3331, loss: 2.3331, grad_norm: 2.0988 2020-07-19 21:17:22,972 - mmaction - INFO - Epoch [170][980/1253] lr: 7.767e-02, eta: 1 day, 12:16:47, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.4724, top5_acc: 0.7148, loss_cls: 2.3176, loss: 2.3176, grad_norm: 2.1241 2020-07-19 21:17:44,360 - mmaction - INFO - Epoch [170][1000/1253] lr: 7.767e-02, eta: 1 day, 12:16:21, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4620, top5_acc: 0.7073, loss_cls: 2.3517, loss: 2.3517, grad_norm: 2.0950 2020-07-19 21:18:05,659 - mmaction - INFO - Epoch [170][1020/1253] lr: 7.767e-02, eta: 1 day, 12:15:54, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.4591, top5_acc: 0.7060, loss_cls: 2.3600, loss: 2.3600, grad_norm: 2.1277 2020-07-19 21:18:26,945 - mmaction - INFO - Epoch [170][1040/1253] lr: 7.767e-02, eta: 1 day, 12:15:28, time: 1.066, data_time: 0.006, memory: 9059, top1_acc: 0.4721, top5_acc: 0.6987, loss_cls: 2.3329, loss: 2.3329, grad_norm: 2.0941 2020-07-19 21:18:48,370 - mmaction - INFO - Epoch [170][1060/1253] lr: 7.767e-02, eta: 1 day, 12:15:02, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4698, top5_acc: 0.7052, loss_cls: 2.3795, loss: 2.3795, grad_norm: 2.1282 2020-07-19 21:19:09,695 - mmaction - INFO - Epoch [170][1080/1253] lr: 7.767e-02, eta: 1 day, 12:14:35, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4753, top5_acc: 0.7107, loss_cls: 2.3025, loss: 2.3025, grad_norm: 2.1152 2020-07-19 21:19:31,405 - mmaction - INFO - Epoch [170][1100/1253] lr: 7.767e-02, eta: 1 day, 12:14:09, time: 1.085, data_time: 0.002, memory: 9059, top1_acc: 0.4563, top5_acc: 0.6984, loss_cls: 2.3985, loss: 2.3985, grad_norm: 2.1651 2020-07-19 21:19:52,794 - mmaction - INFO - Epoch [170][1120/1253] lr: 7.767e-02, eta: 1 day, 12:13:43, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4555, top5_acc: 0.7000, loss_cls: 2.3704, loss: 2.3704, grad_norm: 2.1097 2020-07-19 21:20:14,099 - mmaction - INFO - Epoch [170][1140/1253] lr: 7.767e-02, eta: 1 day, 12:13:17, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.4698, top5_acc: 0.7174, loss_cls: 2.2828, loss: 2.2828, grad_norm: 2.1081 2020-07-19 21:20:35,519 - mmaction - INFO - Epoch [170][1160/1253] lr: 7.767e-02, eta: 1 day, 12:12:50, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4620, top5_acc: 0.7076, loss_cls: 2.3874, loss: 2.3874, grad_norm: 2.1164 2020-07-19 21:20:57,154 - mmaction - INFO - Epoch [170][1180/1253] lr: 7.767e-02, eta: 1 day, 12:12:24, time: 1.083, data_time: 0.003, memory: 9059, top1_acc: 0.4628, top5_acc: 0.7141, loss_cls: 2.3398, loss: 2.3398, grad_norm: 2.1304 2020-07-19 21:21:18,697 - mmaction - INFO - Epoch [170][1200/1253] lr: 7.767e-02, eta: 1 day, 12:11:58, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.4844, top5_acc: 0.7211, loss_cls: 2.3096, loss: 2.3096, grad_norm: 2.1567 2020-07-19 21:21:40,174 - mmaction - INFO - Epoch [170][1220/1253] lr: 7.767e-02, eta: 1 day, 12:11:32, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.4536, top5_acc: 0.7016, loss_cls: 2.4015, loss: 2.4015, grad_norm: 2.1213 2020-07-19 21:22:01,481 - mmaction - INFO - Epoch [170][1240/1253] lr: 7.767e-02, eta: 1 day, 12:11:06, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.4680, top5_acc: 0.7044, loss_cls: 2.3630, loss: 2.3630, grad_norm: 2.1205 2020-07-19 21:25:39,748 - mmaction - INFO - Epoch [171][20/1253] lr: 7.607e-02, eta: 1 day, 12:12:22, time: 9.675, data_time: 8.489, memory: 9059, top1_acc: 0.4555, top5_acc: 0.7016, loss_cls: 2.3868, loss: 2.3868, grad_norm: 2.1391 2020-07-19 21:26:01,412 - mmaction - INFO - Epoch [171][40/1253] lr: 7.607e-02, eta: 1 day, 12:11:56, time: 1.084, data_time: 0.003, memory: 9059, top1_acc: 0.4922, top5_acc: 0.7237, loss_cls: 2.2416, loss: 2.2416, grad_norm: 2.1151 2020-07-19 21:26:22,975 - mmaction - INFO - Epoch [171][60/1253] lr: 7.607e-02, eta: 1 day, 12:11:29, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.4609, top5_acc: 0.7167, loss_cls: 2.3634, loss: 2.3634, grad_norm: 2.1710 2020-07-19 21:26:44,465 - mmaction - INFO - Epoch [171][80/1253] lr: 7.607e-02, eta: 1 day, 12:11:03, time: 1.075, data_time: 0.003, memory: 9059, top1_acc: 0.4695, top5_acc: 0.7203, loss_cls: 2.3139, loss: 2.3139, grad_norm: 2.1491 2020-07-19 21:27:05,851 - mmaction - INFO - Epoch [171][100/1253] lr: 7.607e-02, eta: 1 day, 12:10:37, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4763, top5_acc: 0.7083, loss_cls: 2.3277, loss: 2.3277, grad_norm: 2.1798 2020-07-19 21:27:27,443 - mmaction - INFO - Epoch [171][120/1253] lr: 7.607e-02, eta: 1 day, 12:10:11, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.4661, top5_acc: 0.7104, loss_cls: 2.3172, loss: 2.3172, grad_norm: 2.1127 2020-07-19 21:27:48,839 - mmaction - INFO - Epoch [171][140/1253] lr: 7.607e-02, eta: 1 day, 12:09:44, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4784, top5_acc: 0.7086, loss_cls: 2.2824, loss: 2.2824, grad_norm: 2.1257 2020-07-19 21:28:10,048 - mmaction - INFO - Epoch [171][160/1253] lr: 7.607e-02, eta: 1 day, 12:09:18, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4682, top5_acc: 0.7039, loss_cls: 2.3518, loss: 2.3518, grad_norm: 2.1133 2020-07-19 21:28:31,728 - mmaction - INFO - Epoch [171][180/1253] lr: 7.607e-02, eta: 1 day, 12:08:52, time: 1.083, data_time: 0.001, memory: 9059, top1_acc: 0.4732, top5_acc: 0.7049, loss_cls: 2.3701, loss: 2.3701, grad_norm: 2.1133 2020-07-19 21:28:52,911 - mmaction - INFO - Epoch [171][200/1253] lr: 7.607e-02, eta: 1 day, 12:08:25, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4721, top5_acc: 0.7055, loss_cls: 2.3636, loss: 2.3636, grad_norm: 2.1124 2020-07-19 21:29:15,020 - mmaction - INFO - Epoch [171][220/1253] lr: 7.607e-02, eta: 1 day, 12:08:00, time: 1.105, data_time: 0.017, memory: 9059, top1_acc: 0.4750, top5_acc: 0.7073, loss_cls: 2.3320, loss: 2.3320, grad_norm: 2.1245 2020-07-19 21:29:36,339 - mmaction - INFO - Epoch [171][240/1253] lr: 7.607e-02, eta: 1 day, 12:07:33, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4784, top5_acc: 0.7164, loss_cls: 2.3279, loss: 2.3279, grad_norm: 2.1157 2020-07-19 21:29:57,839 - mmaction - INFO - Epoch [171][260/1253] lr: 7.607e-02, eta: 1 day, 12:07:07, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4766, top5_acc: 0.7161, loss_cls: 2.3003, loss: 2.3003, grad_norm: 2.1133 2020-07-19 21:30:20,576 - mmaction - INFO - Epoch [171][280/1253] lr: 7.607e-02, eta: 1 day, 12:06:42, time: 1.135, data_time: 0.017, memory: 9059, top1_acc: 0.4656, top5_acc: 0.7130, loss_cls: 2.3466, loss: 2.3466, grad_norm: 2.1654 2020-07-19 21:30:41,820 - mmaction - INFO - Epoch [171][300/1253] lr: 7.607e-02, eta: 1 day, 12:06:15, time: 1.064, data_time: 0.004, memory: 9059, top1_acc: 0.4711, top5_acc: 0.7208, loss_cls: 2.2884, loss: 2.2884, grad_norm: 2.1359 2020-07-19 21:31:03,546 - mmaction - INFO - Epoch [171][320/1253] lr: 7.607e-02, eta: 1 day, 12:05:49, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.4661, top5_acc: 0.7008, loss_cls: 2.3972, loss: 2.3972, grad_norm: 2.1737 2020-07-19 21:31:25,038 - mmaction - INFO - Epoch [171][340/1253] lr: 7.607e-02, eta: 1 day, 12:05:23, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.4805, top5_acc: 0.7047, loss_cls: 2.3106, loss: 2.3106, grad_norm: 2.1307 2020-07-19 21:31:46,318 - mmaction - INFO - Epoch [171][360/1253] lr: 7.607e-02, eta: 1 day, 12:04:57, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4802, top5_acc: 0.7138, loss_cls: 2.3258, loss: 2.3258, grad_norm: 2.1501 2020-07-19 21:32:08,271 - mmaction - INFO - Epoch [171][380/1253] lr: 7.607e-02, eta: 1 day, 12:04:31, time: 1.097, data_time: 0.002, memory: 9059, top1_acc: 0.4607, top5_acc: 0.7070, loss_cls: 2.3369, loss: 2.3369, grad_norm: 2.1685 2020-07-19 21:32:29,570 - mmaction - INFO - Epoch [171][400/1253] lr: 7.607e-02, eta: 1 day, 12:04:05, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4737, top5_acc: 0.7148, loss_cls: 2.2988, loss: 2.2988, grad_norm: 2.1638 2020-07-19 21:32:50,923 - mmaction - INFO - Epoch [171][420/1253] lr: 7.607e-02, eta: 1 day, 12:03:38, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4737, top5_acc: 0.7055, loss_cls: 2.3291, loss: 2.3291, grad_norm: 2.1456 2020-07-19 21:33:12,244 - mmaction - INFO - Epoch [171][440/1253] lr: 7.607e-02, eta: 1 day, 12:03:12, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.4846, top5_acc: 0.7073, loss_cls: 2.3079, loss: 2.3079, grad_norm: 2.1263 2020-07-19 21:33:33,590 - mmaction - INFO - Epoch [171][460/1253] lr: 7.607e-02, eta: 1 day, 12:02:46, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4625, top5_acc: 0.7042, loss_cls: 2.3369, loss: 2.3369, grad_norm: 2.1400 2020-07-19 21:33:54,922 - mmaction - INFO - Epoch [171][480/1253] lr: 7.607e-02, eta: 1 day, 12:02:19, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4581, top5_acc: 0.7021, loss_cls: 2.3654, loss: 2.3654, grad_norm: 2.2169 2020-07-19 21:34:16,152 - mmaction - INFO - Epoch [171][500/1253] lr: 7.607e-02, eta: 1 day, 12:01:53, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4661, top5_acc: 0.7089, loss_cls: 2.3364, loss: 2.3364, grad_norm: 2.1663 2020-07-19 21:34:37,364 - mmaction - INFO - Epoch [171][520/1253] lr: 7.607e-02, eta: 1 day, 12:01:26, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4789, top5_acc: 0.7201, loss_cls: 2.2802, loss: 2.2802, grad_norm: 2.1551 2020-07-19 21:34:58,767 - mmaction - INFO - Epoch [171][540/1253] lr: 7.607e-02, eta: 1 day, 12:01:00, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4615, top5_acc: 0.7049, loss_cls: 2.3719, loss: 2.3719, grad_norm: 2.1870 2020-07-19 21:35:20,018 - mmaction - INFO - Epoch [171][560/1253] lr: 7.607e-02, eta: 1 day, 12:00:34, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4719, top5_acc: 0.7057, loss_cls: 2.3369, loss: 2.3369, grad_norm: 2.1054 2020-07-19 21:35:41,229 - mmaction - INFO - Epoch [171][580/1253] lr: 7.607e-02, eta: 1 day, 12:00:07, time: 1.059, data_time: 0.001, memory: 9059, top1_acc: 0.4789, top5_acc: 0.7169, loss_cls: 2.2886, loss: 2.2886, grad_norm: 2.1170 2020-07-19 21:36:02,559 - mmaction - INFO - Epoch [171][600/1253] lr: 7.607e-02, eta: 1 day, 11:59:41, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4549, top5_acc: 0.7003, loss_cls: 2.3684, loss: 2.3684, grad_norm: 2.1474 2020-07-19 21:36:24,019 - mmaction - INFO - Epoch [171][620/1253] lr: 7.607e-02, eta: 1 day, 11:59:15, time: 1.074, data_time: 0.003, memory: 9059, top1_acc: 0.4789, top5_acc: 0.7109, loss_cls: 2.3398, loss: 2.3398, grad_norm: 2.1562 2020-07-19 21:36:45,509 - mmaction - INFO - Epoch [171][640/1253] lr: 7.607e-02, eta: 1 day, 11:58:49, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.4656, top5_acc: 0.7042, loss_cls: 2.3513, loss: 2.3513, grad_norm: 2.2028 2020-07-19 21:37:07,094 - mmaction - INFO - Epoch [171][660/1253] lr: 7.607e-02, eta: 1 day, 11:58:22, time: 1.079, data_time: 0.004, memory: 9059, top1_acc: 0.4602, top5_acc: 0.7023, loss_cls: 2.3756, loss: 2.3756, grad_norm: 2.1821 2020-07-19 21:37:28,375 - mmaction - INFO - Epoch [171][680/1253] lr: 7.607e-02, eta: 1 day, 11:57:56, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4594, top5_acc: 0.7021, loss_cls: 2.3917, loss: 2.3917, grad_norm: 2.1686 2020-07-19 21:37:49,726 - mmaction - INFO - Epoch [171][700/1253] lr: 7.607e-02, eta: 1 day, 11:57:30, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4674, top5_acc: 0.7169, loss_cls: 2.2746, loss: 2.2746, grad_norm: 2.0528 2020-07-19 21:38:11,195 - mmaction - INFO - Epoch [171][720/1253] lr: 7.607e-02, eta: 1 day, 11:57:04, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.4651, top5_acc: 0.6987, loss_cls: 2.3889, loss: 2.3889, grad_norm: 2.1387 2020-07-19 21:38:32,479 - mmaction - INFO - Epoch [171][740/1253] lr: 7.607e-02, eta: 1 day, 11:56:37, time: 1.064, data_time: 0.005, memory: 9059, top1_acc: 0.4724, top5_acc: 0.7190, loss_cls: 2.3096, loss: 2.3096, grad_norm: 2.1490 2020-07-19 21:38:53,832 - mmaction - INFO - Epoch [171][760/1253] lr: 7.607e-02, eta: 1 day, 11:56:11, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4776, top5_acc: 0.7195, loss_cls: 2.3451, loss: 2.3451, grad_norm: 2.1865 2020-07-19 21:39:15,276 - mmaction - INFO - Epoch [171][780/1253] lr: 7.607e-02, eta: 1 day, 11:55:45, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4615, top5_acc: 0.7049, loss_cls: 2.3542, loss: 2.3542, grad_norm: 2.2065 2020-07-19 21:39:36,735 - mmaction - INFO - Epoch [171][800/1253] lr: 7.607e-02, eta: 1 day, 11:55:19, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.4500, top5_acc: 0.6971, loss_cls: 2.4204, loss: 2.4204, grad_norm: 2.2105 2020-07-19 21:39:58,197 - mmaction - INFO - Epoch [171][820/1253] lr: 7.607e-02, eta: 1 day, 11:54:52, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.4685, top5_acc: 0.7133, loss_cls: 2.3175, loss: 2.3175, grad_norm: 2.1369 2020-07-19 21:40:19,441 - mmaction - INFO - Epoch [171][840/1253] lr: 7.607e-02, eta: 1 day, 11:54:26, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4622, top5_acc: 0.7083, loss_cls: 2.3415, loss: 2.3415, grad_norm: 2.1798 2020-07-19 21:40:40,629 - mmaction - INFO - Epoch [171][860/1253] lr: 7.607e-02, eta: 1 day, 11:54:00, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4583, top5_acc: 0.7034, loss_cls: 2.3762, loss: 2.3762, grad_norm: 2.1246 2020-07-19 21:41:02,209 - mmaction - INFO - Epoch [171][880/1253] lr: 7.607e-02, eta: 1 day, 11:53:33, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.4732, top5_acc: 0.7130, loss_cls: 2.3405, loss: 2.3405, grad_norm: 2.1291 2020-07-19 21:41:23,593 - mmaction - INFO - Epoch [171][900/1253] lr: 7.607e-02, eta: 1 day, 11:53:07, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4599, top5_acc: 0.6930, loss_cls: 2.3817, loss: 2.3817, grad_norm: 2.1711 2020-07-19 21:41:44,907 - mmaction - INFO - Epoch [171][920/1253] lr: 7.607e-02, eta: 1 day, 11:52:41, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.4737, top5_acc: 0.7089, loss_cls: 2.3386, loss: 2.3386, grad_norm: 2.1233 2020-07-19 21:42:06,289 - mmaction - INFO - Epoch [171][940/1253] lr: 7.607e-02, eta: 1 day, 11:52:15, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4695, top5_acc: 0.7091, loss_cls: 2.3513, loss: 2.3513, grad_norm: 2.1535 2020-07-19 21:42:27,496 - mmaction - INFO - Epoch [171][960/1253] lr: 7.607e-02, eta: 1 day, 11:51:48, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4570, top5_acc: 0.7060, loss_cls: 2.3932, loss: 2.3932, grad_norm: 2.1610 2020-07-19 21:42:48,657 - mmaction - INFO - Epoch [171][980/1253] lr: 7.607e-02, eta: 1 day, 11:51:22, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.4602, top5_acc: 0.7117, loss_cls: 2.3883, loss: 2.3883, grad_norm: 2.1745 2020-07-19 21:43:10,015 - mmaction - INFO - Epoch [171][1000/1253] lr: 7.607e-02, eta: 1 day, 11:50:56, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4680, top5_acc: 0.7008, loss_cls: 2.3802, loss: 2.3802, grad_norm: 2.1115 2020-07-19 21:43:31,758 - mmaction - INFO - Epoch [171][1020/1253] lr: 7.607e-02, eta: 1 day, 11:50:30, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.4745, top5_acc: 0.7078, loss_cls: 2.3158, loss: 2.3158, grad_norm: 2.1173 2020-07-19 21:43:53,080 - mmaction - INFO - Epoch [171][1040/1253] lr: 7.607e-02, eta: 1 day, 11:50:03, time: 1.068, data_time: 0.004, memory: 9059, top1_acc: 0.4732, top5_acc: 0.7201, loss_cls: 2.3046, loss: 2.3046, grad_norm: 2.1720 2020-07-19 21:44:14,864 - mmaction - INFO - Epoch [171][1060/1253] lr: 7.607e-02, eta: 1 day, 11:49:37, time: 1.089, data_time: 0.002, memory: 9059, top1_acc: 0.4669, top5_acc: 0.6966, loss_cls: 2.3875, loss: 2.3875, grad_norm: 2.1805 2020-07-19 21:44:36,207 - mmaction - INFO - Epoch [171][1080/1253] lr: 7.607e-02, eta: 1 day, 11:49:11, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4656, top5_acc: 0.7115, loss_cls: 2.3517, loss: 2.3517, grad_norm: 2.1214 2020-07-19 21:44:57,532 - mmaction - INFO - Epoch [171][1100/1253] lr: 7.607e-02, eta: 1 day, 11:48:45, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4669, top5_acc: 0.7063, loss_cls: 2.3627, loss: 2.3627, grad_norm: 2.1224 2020-07-19 21:45:18,835 - mmaction - INFO - Epoch [171][1120/1253] lr: 7.607e-02, eta: 1 day, 11:48:18, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4602, top5_acc: 0.6922, loss_cls: 2.4380, loss: 2.4380, grad_norm: 2.1765 2020-07-19 21:45:40,207 - mmaction - INFO - Epoch [171][1140/1253] lr: 7.607e-02, eta: 1 day, 11:47:52, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4635, top5_acc: 0.7083, loss_cls: 2.3537, loss: 2.3537, grad_norm: 2.1686 2020-07-19 21:46:01,528 - mmaction - INFO - Epoch [171][1160/1253] lr: 7.607e-02, eta: 1 day, 11:47:26, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4664, top5_acc: 0.7055, loss_cls: 2.3475, loss: 2.3475, grad_norm: 2.1043 2020-07-19 21:46:22,713 - mmaction - INFO - Epoch [171][1180/1253] lr: 7.607e-02, eta: 1 day, 11:47:00, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.4628, top5_acc: 0.7018, loss_cls: 2.3780, loss: 2.3780, grad_norm: 2.1647 2020-07-19 21:46:44,197 - mmaction - INFO - Epoch [171][1200/1253] lr: 7.607e-02, eta: 1 day, 11:46:33, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4604, top5_acc: 0.7180, loss_cls: 2.3503, loss: 2.3503, grad_norm: 2.1727 2020-07-19 21:47:05,635 - mmaction - INFO - Epoch [171][1220/1253] lr: 7.607e-02, eta: 1 day, 11:46:07, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4651, top5_acc: 0.6992, loss_cls: 2.3743, loss: 2.3743, grad_norm: 2.1404 2020-07-19 21:47:26,979 - mmaction - INFO - Epoch [171][1240/1253] lr: 7.607e-02, eta: 1 day, 11:45:41, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4448, top5_acc: 0.6883, loss_cls: 2.4607, loss: 2.4607, grad_norm: 2.2065 2020-07-19 21:51:13,921 - mmaction - INFO - Epoch [172][20/1253] lr: 7.447e-02, eta: 1 day, 11:47:03, time: 10.277, data_time: 8.421, memory: 9059, top1_acc: 0.4659, top5_acc: 0.7091, loss_cls: 2.3367, loss: 2.3367, grad_norm: 2.1603 2020-07-19 21:51:35,178 - mmaction - INFO - Epoch [172][40/1253] lr: 7.447e-02, eta: 1 day, 11:46:37, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4740, top5_acc: 0.7122, loss_cls: 2.3330, loss: 2.3330, grad_norm: 2.1667 2020-07-19 21:51:56,565 - mmaction - INFO - Epoch [172][60/1253] lr: 7.447e-02, eta: 1 day, 11:46:11, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4750, top5_acc: 0.7128, loss_cls: 2.3181, loss: 2.3181, grad_norm: 2.1726 2020-07-19 21:52:17,855 - mmaction - INFO - Epoch [172][80/1253] lr: 7.447e-02, eta: 1 day, 11:45:44, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4760, top5_acc: 0.7224, loss_cls: 2.2797, loss: 2.2797, grad_norm: 2.1611 2020-07-19 21:52:39,183 - mmaction - INFO - Epoch [172][100/1253] lr: 7.447e-02, eta: 1 day, 11:45:18, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4805, top5_acc: 0.7081, loss_cls: 2.2697, loss: 2.2697, grad_norm: 2.1736 2020-07-19 21:53:00,451 - mmaction - INFO - Epoch [172][120/1253] lr: 7.447e-02, eta: 1 day, 11:44:52, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4773, top5_acc: 0.7188, loss_cls: 2.2932, loss: 2.2932, grad_norm: 2.1279 2020-07-19 21:53:21,834 - mmaction - INFO - Epoch [172][140/1253] lr: 7.447e-02, eta: 1 day, 11:44:26, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4651, top5_acc: 0.7117, loss_cls: 2.3515, loss: 2.3515, grad_norm: 2.1633 2020-07-19 21:53:43,100 - mmaction - INFO - Epoch [172][160/1253] lr: 7.447e-02, eta: 1 day, 11:43:59, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.4768, top5_acc: 0.7122, loss_cls: 2.3273, loss: 2.3273, grad_norm: 2.1398 2020-07-19 21:54:04,342 - mmaction - INFO - Epoch [172][180/1253] lr: 7.447e-02, eta: 1 day, 11:43:33, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4747, top5_acc: 0.7060, loss_cls: 2.3612, loss: 2.3612, grad_norm: 2.1766 2020-07-19 21:54:25,747 - mmaction - INFO - Epoch [172][200/1253] lr: 7.447e-02, eta: 1 day, 11:43:07, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4727, top5_acc: 0.7154, loss_cls: 2.3305, loss: 2.3305, grad_norm: 2.1093 2020-07-19 21:54:47,242 - mmaction - INFO - Epoch [172][220/1253] lr: 7.447e-02, eta: 1 day, 11:42:40, time: 1.074, data_time: 0.001, memory: 9059, top1_acc: 0.4685, top5_acc: 0.7141, loss_cls: 2.3231, loss: 2.3231, grad_norm: 2.1449 2020-07-19 21:55:08,375 - mmaction - INFO - Epoch [172][240/1253] lr: 7.447e-02, eta: 1 day, 11:42:14, time: 1.057, data_time: 0.003, memory: 9059, top1_acc: 0.4924, top5_acc: 0.7242, loss_cls: 2.2446, loss: 2.2446, grad_norm: 2.0931 2020-07-19 21:55:30,444 - mmaction - INFO - Epoch [172][260/1253] lr: 7.447e-02, eta: 1 day, 11:41:48, time: 1.104, data_time: 0.002, memory: 9059, top1_acc: 0.4664, top5_acc: 0.7086, loss_cls: 2.3035, loss: 2.3035, grad_norm: 2.1367 2020-07-19 21:55:51,648 - mmaction - INFO - Epoch [172][280/1253] lr: 7.447e-02, eta: 1 day, 11:41:22, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4724, top5_acc: 0.7156, loss_cls: 2.3036, loss: 2.3036, grad_norm: 2.1583 2020-07-19 21:56:12,894 - mmaction - INFO - Epoch [172][300/1253] lr: 7.447e-02, eta: 1 day, 11:40:55, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4862, top5_acc: 0.7234, loss_cls: 2.2791, loss: 2.2791, grad_norm: 2.1170 2020-07-19 21:56:34,853 - mmaction - INFO - Epoch [172][320/1253] lr: 7.447e-02, eta: 1 day, 11:40:30, time: 1.098, data_time: 0.002, memory: 9059, top1_acc: 0.4797, top5_acc: 0.7206, loss_cls: 2.2878, loss: 2.2878, grad_norm: 2.1675 2020-07-19 21:56:56,523 - mmaction - INFO - Epoch [172][340/1253] lr: 7.447e-02, eta: 1 day, 11:40:04, time: 1.083, data_time: 0.002, memory: 9059, top1_acc: 0.4714, top5_acc: 0.7120, loss_cls: 2.3429, loss: 2.3429, grad_norm: 2.1554 2020-07-19 21:57:18,091 - mmaction - INFO - Epoch [172][360/1253] lr: 7.447e-02, eta: 1 day, 11:39:37, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.4781, top5_acc: 0.7146, loss_cls: 2.2900, loss: 2.2900, grad_norm: 2.1062 2020-07-19 21:57:39,438 - mmaction - INFO - Epoch [172][380/1253] lr: 7.447e-02, eta: 1 day, 11:39:11, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4714, top5_acc: 0.7141, loss_cls: 2.3319, loss: 2.3319, grad_norm: 2.2032 2020-07-19 21:58:00,614 - mmaction - INFO - Epoch [172][400/1253] lr: 7.447e-02, eta: 1 day, 11:38:45, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4635, top5_acc: 0.7063, loss_cls: 2.3454, loss: 2.3454, grad_norm: 2.1784 2020-07-19 21:58:21,898 - mmaction - INFO - Epoch [172][420/1253] lr: 7.447e-02, eta: 1 day, 11:38:18, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4596, top5_acc: 0.7057, loss_cls: 2.3757, loss: 2.3757, grad_norm: 2.2276 2020-07-19 21:58:43,048 - mmaction - INFO - Epoch [172][440/1253] lr: 7.447e-02, eta: 1 day, 11:37:52, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.4690, top5_acc: 0.7206, loss_cls: 2.2758, loss: 2.2758, grad_norm: 2.1448 2020-07-19 21:59:05,081 - mmaction - INFO - Epoch [172][460/1253] lr: 7.447e-02, eta: 1 day, 11:37:26, time: 1.101, data_time: 0.002, memory: 9059, top1_acc: 0.4755, top5_acc: 0.7201, loss_cls: 2.3111, loss: 2.3111, grad_norm: 2.1255 2020-07-19 21:59:26,444 - mmaction - INFO - Epoch [172][480/1253] lr: 7.447e-02, eta: 1 day, 11:37:00, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.4583, top5_acc: 0.7099, loss_cls: 2.3694, loss: 2.3694, grad_norm: 2.1760 2020-07-19 21:59:47,810 - mmaction - INFO - Epoch [172][500/1253] lr: 7.447e-02, eta: 1 day, 11:36:34, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4708, top5_acc: 0.7164, loss_cls: 2.2810, loss: 2.2810, grad_norm: 2.0865 2020-07-19 22:00:17,789 - mmaction - INFO - Epoch [172][520/1253] lr: 7.447e-02, eta: 1 day, 11:36:14, time: 1.491, data_time: 0.005, memory: 9059, top1_acc: 0.4586, top5_acc: 0.7029, loss_cls: 2.4045, loss: 2.4045, grad_norm: 2.1590 2020-07-19 22:00:39,868 - mmaction - INFO - Epoch [172][540/1253] lr: 7.447e-02, eta: 1 day, 11:35:48, time: 1.111, data_time: 0.017, memory: 9059, top1_acc: 0.4740, top5_acc: 0.7104, loss_cls: 2.3178, loss: 2.3178, grad_norm: 2.1599 2020-07-19 22:01:01,071 - mmaction - INFO - Epoch [172][560/1253] lr: 7.447e-02, eta: 1 day, 11:35:22, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4706, top5_acc: 0.7107, loss_cls: 2.3605, loss: 2.3605, grad_norm: 2.1423 2020-07-19 22:01:22,260 - mmaction - INFO - Epoch [172][580/1253] lr: 7.447e-02, eta: 1 day, 11:34:55, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4771, top5_acc: 0.7156, loss_cls: 2.3228, loss: 2.3228, grad_norm: 2.1615 2020-07-19 22:01:43,539 - mmaction - INFO - Epoch [172][600/1253] lr: 7.447e-02, eta: 1 day, 11:34:29, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4742, top5_acc: 0.7122, loss_cls: 2.3282, loss: 2.3282, grad_norm: 2.1768 2020-07-19 22:02:04,764 - mmaction - INFO - Epoch [172][620/1253] lr: 7.447e-02, eta: 1 day, 11:34:03, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.4724, top5_acc: 0.7091, loss_cls: 2.3383, loss: 2.3383, grad_norm: 2.1445 2020-07-19 22:02:26,063 - mmaction - INFO - Epoch [172][640/1253] lr: 7.447e-02, eta: 1 day, 11:33:36, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4701, top5_acc: 0.7016, loss_cls: 2.3913, loss: 2.3913, grad_norm: 2.1840 2020-07-19 22:02:47,233 - mmaction - INFO - Epoch [172][660/1253] lr: 7.447e-02, eta: 1 day, 11:33:10, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.4674, top5_acc: 0.7039, loss_cls: 2.3369, loss: 2.3369, grad_norm: 2.1684 2020-07-19 22:03:08,700 - mmaction - INFO - Epoch [172][680/1253] lr: 7.447e-02, eta: 1 day, 11:32:44, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.4560, top5_acc: 0.7078, loss_cls: 2.3794, loss: 2.3794, grad_norm: 2.1732 2020-07-19 22:03:29,894 - mmaction - INFO - Epoch [172][700/1253] lr: 7.447e-02, eta: 1 day, 11:32:17, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4544, top5_acc: 0.6982, loss_cls: 2.3943, loss: 2.3943, grad_norm: 2.1918 2020-07-19 22:03:51,212 - mmaction - INFO - Epoch [172][720/1253] lr: 7.447e-02, eta: 1 day, 11:31:51, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4786, top5_acc: 0.7122, loss_cls: 2.3135, loss: 2.3135, grad_norm: 2.1534 2020-07-19 22:04:13,061 - mmaction - INFO - Epoch [172][740/1253] lr: 7.447e-02, eta: 1 day, 11:31:25, time: 1.094, data_time: 0.002, memory: 9059, top1_acc: 0.4826, top5_acc: 0.7208, loss_cls: 2.2895, loss: 2.2895, grad_norm: 2.1275 2020-07-19 22:04:34,296 - mmaction - INFO - Epoch [172][760/1253] lr: 7.447e-02, eta: 1 day, 11:30:59, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.4828, top5_acc: 0.7164, loss_cls: 2.3133, loss: 2.3133, grad_norm: 2.1431 2020-07-19 22:04:55,610 - mmaction - INFO - Epoch [172][780/1253] lr: 7.447e-02, eta: 1 day, 11:30:33, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.4648, top5_acc: 0.7109, loss_cls: 2.3395, loss: 2.3395, grad_norm: 2.1560 2020-07-19 22:05:17,373 - mmaction - INFO - Epoch [172][800/1253] lr: 7.447e-02, eta: 1 day, 11:30:07, time: 1.087, data_time: 0.016, memory: 9059, top1_acc: 0.4583, top5_acc: 0.7052, loss_cls: 2.3818, loss: 2.3818, grad_norm: 2.2478 2020-07-19 22:05:38,736 - mmaction - INFO - Epoch [172][820/1253] lr: 7.447e-02, eta: 1 day, 11:29:40, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.4852, top5_acc: 0.7247, loss_cls: 2.2710, loss: 2.2710, grad_norm: 2.1362 2020-07-19 22:06:00,471 - mmaction - INFO - Epoch [172][840/1253] lr: 7.447e-02, eta: 1 day, 11:29:15, time: 1.087, data_time: 0.002, memory: 9059, top1_acc: 0.4576, top5_acc: 0.7060, loss_cls: 2.3831, loss: 2.3831, grad_norm: 2.1538 2020-07-19 22:06:22,805 - mmaction - INFO - Epoch [172][860/1253] lr: 7.447e-02, eta: 1 day, 11:28:49, time: 1.116, data_time: 0.023, memory: 9059, top1_acc: 0.4474, top5_acc: 0.6979, loss_cls: 2.4277, loss: 2.4277, grad_norm: 2.1288 2020-07-19 22:06:44,027 - mmaction - INFO - Epoch [172][880/1253] lr: 7.447e-02, eta: 1 day, 11:28:23, time: 1.062, data_time: 0.004, memory: 9059, top1_acc: 0.4674, top5_acc: 0.7031, loss_cls: 2.3554, loss: 2.3554, grad_norm: 2.1761 2020-07-19 22:07:05,382 - mmaction - INFO - Epoch [172][900/1253] lr: 7.447e-02, eta: 1 day, 11:27:56, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.4638, top5_acc: 0.7086, loss_cls: 2.3522, loss: 2.3522, grad_norm: 2.1714 2020-07-19 22:07:26,623 - mmaction - INFO - Epoch [172][920/1253] lr: 7.447e-02, eta: 1 day, 11:27:30, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4599, top5_acc: 0.7047, loss_cls: 2.3727, loss: 2.3727, grad_norm: 2.1777 2020-07-19 22:07:47,799 - mmaction - INFO - Epoch [172][940/1253] lr: 7.447e-02, eta: 1 day, 11:27:04, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4820, top5_acc: 0.7188, loss_cls: 2.3155, loss: 2.3155, grad_norm: 2.1639 2020-07-19 22:08:09,099 - mmaction - INFO - Epoch [172][960/1253] lr: 7.447e-02, eta: 1 day, 11:26:37, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4706, top5_acc: 0.7143, loss_cls: 2.3283, loss: 2.3283, grad_norm: 2.1544 2020-07-19 22:08:30,323 - mmaction - INFO - Epoch [172][980/1253] lr: 7.447e-02, eta: 1 day, 11:26:11, time: 1.059, data_time: 0.001, memory: 9059, top1_acc: 0.4781, top5_acc: 0.7271, loss_cls: 2.2729, loss: 2.2729, grad_norm: 2.1485 2020-07-19 22:08:51,608 - mmaction - INFO - Epoch [172][1000/1253] lr: 7.447e-02, eta: 1 day, 11:25:45, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.4771, top5_acc: 0.7047, loss_cls: 2.3551, loss: 2.3551, grad_norm: 2.1562 2020-07-19 22:09:12,961 - mmaction - INFO - Epoch [172][1020/1253] lr: 7.447e-02, eta: 1 day, 11:25:19, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4737, top5_acc: 0.7138, loss_cls: 2.3218, loss: 2.3218, grad_norm: 2.1443 2020-07-19 22:09:34,279 - mmaction - INFO - Epoch [172][1040/1253] lr: 7.447e-02, eta: 1 day, 11:24:52, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.4625, top5_acc: 0.7039, loss_cls: 2.3779, loss: 2.3779, grad_norm: 2.1801 2020-07-19 22:09:55,493 - mmaction - INFO - Epoch [172][1060/1253] lr: 7.447e-02, eta: 1 day, 11:24:26, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4732, top5_acc: 0.7112, loss_cls: 2.2998, loss: 2.2998, grad_norm: 2.1695 2020-07-19 22:10:16,792 - mmaction - INFO - Epoch [172][1080/1253] lr: 7.447e-02, eta: 1 day, 11:24:00, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.4620, top5_acc: 0.7070, loss_cls: 2.3756, loss: 2.3756, grad_norm: 2.1854 2020-07-19 22:10:38,321 - mmaction - INFO - Epoch [172][1100/1253] lr: 7.447e-02, eta: 1 day, 11:23:34, time: 1.075, data_time: 0.001, memory: 9059, top1_acc: 0.4760, top5_acc: 0.7156, loss_cls: 2.2900, loss: 2.2900, grad_norm: 2.1665 2020-07-19 22:11:00,783 - mmaction - INFO - Epoch [172][1120/1253] lr: 7.447e-02, eta: 1 day, 11:23:08, time: 1.125, data_time: 0.016, memory: 9059, top1_acc: 0.4729, top5_acc: 0.7096, loss_cls: 2.3381, loss: 2.3381, grad_norm: 2.1634 2020-07-19 22:11:23,314 - mmaction - INFO - Epoch [172][1140/1253] lr: 7.447e-02, eta: 1 day, 11:22:43, time: 1.126, data_time: 0.014, memory: 9059, top1_acc: 0.4690, top5_acc: 0.6977, loss_cls: 2.3836, loss: 2.3836, grad_norm: 2.1498 2020-07-19 22:11:45,157 - mmaction - INFO - Epoch [172][1160/1253] lr: 7.447e-02, eta: 1 day, 11:22:17, time: 1.091, data_time: 0.013, memory: 9059, top1_acc: 0.4638, top5_acc: 0.7109, loss_cls: 2.3494, loss: 2.3494, grad_norm: 2.1983 2020-07-19 22:12:06,554 - mmaction - INFO - Epoch [172][1180/1253] lr: 7.447e-02, eta: 1 day, 11:21:51, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4724, top5_acc: 0.7023, loss_cls: 2.3492, loss: 2.3492, grad_norm: 2.1172 2020-07-19 22:12:27,950 - mmaction - INFO - Epoch [172][1200/1253] lr: 7.447e-02, eta: 1 day, 11:21:25, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4753, top5_acc: 0.7115, loss_cls: 2.3032, loss: 2.3032, grad_norm: 2.1878 2020-07-19 22:12:49,164 - mmaction - INFO - Epoch [172][1220/1253] lr: 7.447e-02, eta: 1 day, 11:20:58, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4635, top5_acc: 0.7057, loss_cls: 2.3318, loss: 2.3318, grad_norm: 2.2041 2020-07-19 22:13:10,503 - mmaction - INFO - Epoch [172][1240/1253] lr: 7.447e-02, eta: 1 day, 11:20:32, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4656, top5_acc: 0.7076, loss_cls: 2.3665, loss: 2.3665, grad_norm: 2.2078 2020-07-19 22:13:32,625 - mmaction - INFO - Saving checkpoint at 172 epochs 2020-07-19 22:16:50,992 - mmaction - INFO - Epoch [173][20/1253] lr: 7.288e-02, eta: 1 day, 11:21:46, time: 9.862, data_time: 8.499, memory: 9059, top1_acc: 0.4797, top5_acc: 0.7141, loss_cls: 2.2783, loss: 2.2783, grad_norm: 2.1437 2020-07-19 22:17:13,224 - mmaction - INFO - Epoch [173][40/1253] lr: 7.288e-02, eta: 1 day, 11:21:20, time: 1.111, data_time: 0.001, memory: 9059, top1_acc: 0.4740, top5_acc: 0.7115, loss_cls: 2.3275, loss: 2.3275, grad_norm: 2.2400 2020-07-19 22:17:34,701 - mmaction - INFO - Epoch [173][60/1253] lr: 7.288e-02, eta: 1 day, 11:20:54, time: 1.073, data_time: 0.003, memory: 9059, top1_acc: 0.4703, top5_acc: 0.7094, loss_cls: 2.3356, loss: 2.3356, grad_norm: 2.1525 2020-07-19 22:17:56,622 - mmaction - INFO - Epoch [173][80/1253] lr: 7.288e-02, eta: 1 day, 11:20:28, time: 1.097, data_time: 0.003, memory: 9059, top1_acc: 0.4659, top5_acc: 0.6995, loss_cls: 2.3641, loss: 2.3641, grad_norm: 2.1566 2020-07-19 22:18:18,042 - mmaction - INFO - Epoch [173][100/1253] lr: 7.288e-02, eta: 1 day, 11:20:02, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4773, top5_acc: 0.7130, loss_cls: 2.2967, loss: 2.2967, grad_norm: 2.1782 2020-07-19 22:18:39,383 - mmaction - INFO - Epoch [173][120/1253] lr: 7.288e-02, eta: 1 day, 11:19:36, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4844, top5_acc: 0.7250, loss_cls: 2.2714, loss: 2.2714, grad_norm: 2.1821 2020-07-19 22:19:00,925 - mmaction - INFO - Epoch [173][140/1253] lr: 7.288e-02, eta: 1 day, 11:19:10, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.4836, top5_acc: 0.7190, loss_cls: 2.2642, loss: 2.2642, grad_norm: 2.1493 2020-07-19 22:19:22,343 - mmaction - INFO - Epoch [173][160/1253] lr: 7.288e-02, eta: 1 day, 11:18:44, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4779, top5_acc: 0.7206, loss_cls: 2.2950, loss: 2.2950, grad_norm: 2.2114 2020-07-19 22:19:43,794 - mmaction - INFO - Epoch [173][180/1253] lr: 7.288e-02, eta: 1 day, 11:18:18, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4846, top5_acc: 0.7143, loss_cls: 2.2823, loss: 2.2823, grad_norm: 2.1553 2020-07-19 22:20:05,752 - mmaction - INFO - Epoch [173][200/1253] lr: 7.288e-02, eta: 1 day, 11:17:52, time: 1.096, data_time: 0.020, memory: 9059, top1_acc: 0.4859, top5_acc: 0.7216, loss_cls: 2.2685, loss: 2.2685, grad_norm: 2.1517 2020-07-19 22:20:26,947 - mmaction - INFO - Epoch [173][220/1253] lr: 7.288e-02, eta: 1 day, 11:17:25, time: 1.061, data_time: 0.004, memory: 9059, top1_acc: 0.4633, top5_acc: 0.7060, loss_cls: 2.3241, loss: 2.3241, grad_norm: 2.1622 2020-07-19 22:20:48,357 - mmaction - INFO - Epoch [173][240/1253] lr: 7.288e-02, eta: 1 day, 11:16:59, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4893, top5_acc: 0.7229, loss_cls: 2.2662, loss: 2.2662, grad_norm: 2.1841 2020-07-19 22:21:09,583 - mmaction - INFO - Epoch [173][260/1253] lr: 7.288e-02, eta: 1 day, 11:16:33, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.4721, top5_acc: 0.7221, loss_cls: 2.2955, loss: 2.2955, grad_norm: 2.1939 2020-07-19 22:21:30,948 - mmaction - INFO - Epoch [173][280/1253] lr: 7.288e-02, eta: 1 day, 11:16:07, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4898, top5_acc: 0.7221, loss_cls: 2.2923, loss: 2.2923, grad_norm: 2.1770 2020-07-19 22:21:52,402 - mmaction - INFO - Epoch [173][300/1253] lr: 7.288e-02, eta: 1 day, 11:15:40, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4711, top5_acc: 0.7120, loss_cls: 2.3136, loss: 2.3136, grad_norm: 2.1943 2020-07-19 22:22:13,900 - mmaction - INFO - Epoch [173][320/1253] lr: 7.288e-02, eta: 1 day, 11:15:14, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.4656, top5_acc: 0.7120, loss_cls: 2.3278, loss: 2.3278, grad_norm: 2.2248 2020-07-19 22:22:35,133 - mmaction - INFO - Epoch [173][340/1253] lr: 7.288e-02, eta: 1 day, 11:14:48, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.4698, top5_acc: 0.7138, loss_cls: 2.3356, loss: 2.3356, grad_norm: 2.1916 2020-07-19 22:22:56,334 - mmaction - INFO - Epoch [173][360/1253] lr: 7.288e-02, eta: 1 day, 11:14:22, time: 1.059, data_time: 0.001, memory: 9059, top1_acc: 0.4880, top5_acc: 0.7167, loss_cls: 2.2841, loss: 2.2841, grad_norm: 2.1812 2020-07-19 22:23:17,647 - mmaction - INFO - Epoch [173][380/1253] lr: 7.288e-02, eta: 1 day, 11:13:55, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.4646, top5_acc: 0.7073, loss_cls: 2.3997, loss: 2.3997, grad_norm: 2.2485 2020-07-19 22:23:39,151 - mmaction - INFO - Epoch [173][400/1253] lr: 7.288e-02, eta: 1 day, 11:13:29, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.4721, top5_acc: 0.7115, loss_cls: 2.3318, loss: 2.3318, grad_norm: 2.1747 2020-07-19 22:24:00,460 - mmaction - INFO - Epoch [173][420/1253] lr: 7.288e-02, eta: 1 day, 11:13:03, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4721, top5_acc: 0.7073, loss_cls: 2.3501, loss: 2.3501, grad_norm: 2.1565 2020-07-19 22:24:21,716 - mmaction - INFO - Epoch [173][440/1253] lr: 7.288e-02, eta: 1 day, 11:12:37, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.4766, top5_acc: 0.7122, loss_cls: 2.3058, loss: 2.3058, grad_norm: 2.2026 2020-07-19 22:24:43,192 - mmaction - INFO - Epoch [173][460/1253] lr: 7.288e-02, eta: 1 day, 11:12:11, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.4755, top5_acc: 0.7253, loss_cls: 2.2814, loss: 2.2814, grad_norm: 2.1795 2020-07-19 22:25:04,682 - mmaction - INFO - Epoch [173][480/1253] lr: 7.288e-02, eta: 1 day, 11:11:44, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.4672, top5_acc: 0.7065, loss_cls: 2.3540, loss: 2.3540, grad_norm: 2.2071 2020-07-19 22:25:26,264 - mmaction - INFO - Epoch [173][500/1253] lr: 7.288e-02, eta: 1 day, 11:11:18, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.4711, top5_acc: 0.7208, loss_cls: 2.3103, loss: 2.3103, grad_norm: 2.2038 2020-07-19 22:25:47,869 - mmaction - INFO - Epoch [173][520/1253] lr: 7.288e-02, eta: 1 day, 11:10:52, time: 1.080, data_time: 0.010, memory: 9059, top1_acc: 0.4815, top5_acc: 0.7193, loss_cls: 2.2749, loss: 2.2749, grad_norm: 2.1909 2020-07-19 22:26:09,047 - mmaction - INFO - Epoch [173][540/1253] lr: 7.288e-02, eta: 1 day, 11:10:26, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4862, top5_acc: 0.7130, loss_cls: 2.3089, loss: 2.3089, grad_norm: 2.1749 2020-07-19 22:26:31,297 - mmaction - INFO - Epoch [173][560/1253] lr: 7.288e-02, eta: 1 day, 11:10:00, time: 1.114, data_time: 0.003, memory: 9059, top1_acc: 0.4799, top5_acc: 0.7203, loss_cls: 2.3068, loss: 2.3068, grad_norm: 2.1746 2020-07-19 22:26:54,047 - mmaction - INFO - Epoch [173][580/1253] lr: 7.288e-02, eta: 1 day, 11:09:35, time: 1.137, data_time: 0.016, memory: 9059, top1_acc: 0.4740, top5_acc: 0.7185, loss_cls: 2.3136, loss: 2.3136, grad_norm: 2.1977 2020-07-19 22:27:15,834 - mmaction - INFO - Epoch [173][600/1253] lr: 7.288e-02, eta: 1 day, 11:09:09, time: 1.090, data_time: 0.006, memory: 9059, top1_acc: 0.4734, top5_acc: 0.7247, loss_cls: 2.3166, loss: 2.3166, grad_norm: 2.1900 2020-07-19 22:27:37,645 - mmaction - INFO - Epoch [173][620/1253] lr: 7.288e-02, eta: 1 day, 11:08:43, time: 1.091, data_time: 0.008, memory: 9059, top1_acc: 0.4630, top5_acc: 0.7099, loss_cls: 2.3694, loss: 2.3694, grad_norm: 2.1753 2020-07-19 22:27:59,739 - mmaction - INFO - Epoch [173][640/1253] lr: 7.288e-02, eta: 1 day, 11:08:18, time: 1.104, data_time: 0.002, memory: 9059, top1_acc: 0.4721, top5_acc: 0.7138, loss_cls: 2.3180, loss: 2.3180, grad_norm: 2.1878 2020-07-19 22:28:21,555 - mmaction - INFO - Epoch [173][660/1253] lr: 7.288e-02, eta: 1 day, 11:07:52, time: 1.090, data_time: 0.002, memory: 9059, top1_acc: 0.4664, top5_acc: 0.7201, loss_cls: 2.3259, loss: 2.3259, grad_norm: 2.1795 2020-07-19 22:28:43,761 - mmaction - INFO - Epoch [173][680/1253] lr: 7.288e-02, eta: 1 day, 11:07:26, time: 1.109, data_time: 0.007, memory: 9059, top1_acc: 0.4617, top5_acc: 0.7177, loss_cls: 2.3082, loss: 2.3082, grad_norm: 2.2343 2020-07-19 22:29:05,866 - mmaction - INFO - Epoch [173][700/1253] lr: 7.288e-02, eta: 1 day, 11:07:01, time: 1.107, data_time: 0.016, memory: 9059, top1_acc: 0.4643, top5_acc: 0.7029, loss_cls: 2.3391, loss: 2.3391, grad_norm: 2.2156 2020-07-19 22:29:28,234 - mmaction - INFO - Epoch [173][720/1253] lr: 7.288e-02, eta: 1 day, 11:06:35, time: 1.118, data_time: 0.018, memory: 9059, top1_acc: 0.4654, top5_acc: 0.7073, loss_cls: 2.3543, loss: 2.3543, grad_norm: 2.1671 2020-07-19 22:29:49,484 - mmaction - INFO - Epoch [173][740/1253] lr: 7.288e-02, eta: 1 day, 11:06:09, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.4690, top5_acc: 0.7201, loss_cls: 2.3203, loss: 2.3203, grad_norm: 2.1849 2020-07-19 22:30:37,777 - mmaction - INFO - Epoch [173][760/1253] lr: 7.288e-02, eta: 1 day, 11:06:02, time: 2.410, data_time: 0.002, memory: 9059, top1_acc: 0.4818, top5_acc: 0.7221, loss_cls: 2.2918, loss: 2.2918, grad_norm: 2.2462 2020-07-19 22:30:59,585 - mmaction - INFO - Epoch [173][780/1253] lr: 7.288e-02, eta: 1 day, 11:05:36, time: 1.094, data_time: 0.014, memory: 9059, top1_acc: 0.4682, top5_acc: 0.7003, loss_cls: 2.3679, loss: 2.3679, grad_norm: 2.1798 2020-07-19 22:31:21,504 - mmaction - INFO - Epoch [173][800/1253] lr: 7.288e-02, eta: 1 day, 11:05:10, time: 1.096, data_time: 0.016, memory: 9059, top1_acc: 0.4646, top5_acc: 0.7039, loss_cls: 2.3632, loss: 2.3632, grad_norm: 2.1737 2020-07-19 22:31:43,146 - mmaction - INFO - Epoch [173][820/1253] lr: 7.288e-02, eta: 1 day, 11:04:44, time: 1.082, data_time: 0.013, memory: 9059, top1_acc: 0.4682, top5_acc: 0.7083, loss_cls: 2.3414, loss: 2.3414, grad_norm: 2.1634 2020-07-19 22:32:04,544 - mmaction - INFO - Epoch [173][840/1253] lr: 7.288e-02, eta: 1 day, 11:04:18, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4729, top5_acc: 0.7102, loss_cls: 2.3184, loss: 2.3184, grad_norm: 2.1859 2020-07-19 22:32:26,152 - mmaction - INFO - Epoch [173][860/1253] lr: 7.288e-02, eta: 1 day, 11:03:52, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.4794, top5_acc: 0.7115, loss_cls: 2.3326, loss: 2.3326, grad_norm: 2.2258 2020-07-19 22:32:47,688 - mmaction - INFO - Epoch [173][880/1253] lr: 7.288e-02, eta: 1 day, 11:03:26, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.4568, top5_acc: 0.7021, loss_cls: 2.3751, loss: 2.3751, grad_norm: 2.1832 2020-07-19 22:33:09,067 - mmaction - INFO - Epoch [173][900/1253] lr: 7.288e-02, eta: 1 day, 11:03:00, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4773, top5_acc: 0.7188, loss_cls: 2.2654, loss: 2.2654, grad_norm: 2.1869 2020-07-19 22:33:30,607 - mmaction - INFO - Epoch [173][920/1253] lr: 7.288e-02, eta: 1 day, 11:02:34, time: 1.077, data_time: 0.001, memory: 9059, top1_acc: 0.4677, top5_acc: 0.7201, loss_cls: 2.2893, loss: 2.2893, grad_norm: 2.2389 2020-07-19 22:33:51,999 - mmaction - INFO - Epoch [173][940/1253] lr: 7.288e-02, eta: 1 day, 11:02:07, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.4773, top5_acc: 0.7151, loss_cls: 2.3311, loss: 2.3311, grad_norm: 2.2070 2020-07-19 22:34:13,240 - mmaction - INFO - Epoch [173][960/1253] lr: 7.288e-02, eta: 1 day, 11:01:41, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4714, top5_acc: 0.7102, loss_cls: 2.3329, loss: 2.3329, grad_norm: 2.2023 2020-07-19 22:34:34,737 - mmaction - INFO - Epoch [173][980/1253] lr: 7.288e-02, eta: 1 day, 11:01:15, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4596, top5_acc: 0.7078, loss_cls: 2.3576, loss: 2.3576, grad_norm: 2.2139 2020-07-19 22:34:55,855 - mmaction - INFO - Epoch [173][1000/1253] lr: 7.288e-02, eta: 1 day, 11:00:49, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.4672, top5_acc: 0.6982, loss_cls: 2.3706, loss: 2.3706, grad_norm: 2.1420 2020-07-19 22:35:17,024 - mmaction - INFO - Epoch [173][1020/1253] lr: 7.288e-02, eta: 1 day, 11:00:22, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.4766, top5_acc: 0.7232, loss_cls: 2.2977, loss: 2.2977, grad_norm: 2.1515 2020-07-19 22:35:38,336 - mmaction - INFO - Epoch [173][1040/1253] lr: 7.288e-02, eta: 1 day, 10:59:56, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4656, top5_acc: 0.7135, loss_cls: 2.3259, loss: 2.3259, grad_norm: 2.2343 2020-07-19 22:35:59,550 - mmaction - INFO - Epoch [173][1060/1253] lr: 7.288e-02, eta: 1 day, 10:59:30, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.4536, top5_acc: 0.7073, loss_cls: 2.3904, loss: 2.3904, grad_norm: 2.1771 2020-07-19 22:36:21,397 - mmaction - INFO - Epoch [173][1080/1253] lr: 7.288e-02, eta: 1 day, 10:59:04, time: 1.097, data_time: 0.006, memory: 9059, top1_acc: 0.4773, top5_acc: 0.7109, loss_cls: 2.3043, loss: 2.3043, grad_norm: 2.1740 2020-07-19 22:36:42,824 - mmaction - INFO - Epoch [173][1100/1253] lr: 7.288e-02, eta: 1 day, 10:58:38, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4841, top5_acc: 0.7133, loss_cls: 2.2989, loss: 2.2989, grad_norm: 2.1183 2020-07-19 22:37:04,275 - mmaction - INFO - Epoch [173][1120/1253] lr: 7.288e-02, eta: 1 day, 10:58:12, time: 1.074, data_time: 0.003, memory: 9059, top1_acc: 0.4625, top5_acc: 0.7049, loss_cls: 2.3642, loss: 2.3642, grad_norm: 2.2542 2020-07-19 22:37:25,455 - mmaction - INFO - Epoch [173][1140/1253] lr: 7.288e-02, eta: 1 day, 10:57:46, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4716, top5_acc: 0.7070, loss_cls: 2.3367, loss: 2.3367, grad_norm: 2.1955 2020-07-19 22:37:46,741 - mmaction - INFO - Epoch [173][1160/1253] lr: 7.288e-02, eta: 1 day, 10:57:19, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4797, top5_acc: 0.7206, loss_cls: 2.3068, loss: 2.3068, grad_norm: 2.1841 2020-07-19 22:38:07,962 - mmaction - INFO - Epoch [173][1180/1253] lr: 7.288e-02, eta: 1 day, 10:56:53, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.4638, top5_acc: 0.7052, loss_cls: 2.3738, loss: 2.3738, grad_norm: 2.1854 2020-07-19 22:38:29,202 - mmaction - INFO - Epoch [173][1200/1253] lr: 7.288e-02, eta: 1 day, 10:56:27, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4703, top5_acc: 0.7133, loss_cls: 2.3032, loss: 2.3032, grad_norm: 2.2136 2020-07-19 22:38:50,512 - mmaction - INFO - Epoch [173][1220/1253] lr: 7.288e-02, eta: 1 day, 10:56:00, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4719, top5_acc: 0.7073, loss_cls: 2.3675, loss: 2.3675, grad_norm: 2.2371 2020-07-19 22:39:11,781 - mmaction - INFO - Epoch [173][1240/1253] lr: 7.288e-02, eta: 1 day, 10:55:34, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.4628, top5_acc: 0.7076, loss_cls: 2.3469, loss: 2.3469, grad_norm: 2.2171 2020-07-19 22:42:43,651 - mmaction - INFO - Epoch [174][20/1253] lr: 7.131e-02, eta: 1 day, 10:56:42, time: 9.566, data_time: 8.262, memory: 9059, top1_acc: 0.4797, top5_acc: 0.7078, loss_cls: 2.3237, loss: 2.3237, grad_norm: 2.2251 2020-07-19 22:43:05,592 - mmaction - INFO - Epoch [174][40/1253] lr: 7.131e-02, eta: 1 day, 10:56:16, time: 1.097, data_time: 0.002, memory: 9059, top1_acc: 0.4729, top5_acc: 0.7167, loss_cls: 2.2699, loss: 2.2699, grad_norm: 2.1997 2020-07-19 22:43:26,778 - mmaction - INFO - Epoch [174][60/1253] lr: 7.131e-02, eta: 1 day, 10:55:50, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4753, top5_acc: 0.7138, loss_cls: 2.3059, loss: 2.3059, grad_norm: 2.2037 2020-07-19 22:43:48,001 - mmaction - INFO - Epoch [174][80/1253] lr: 7.131e-02, eta: 1 day, 10:55:23, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4836, top5_acc: 0.7211, loss_cls: 2.2702, loss: 2.2702, grad_norm: 2.1949 2020-07-19 22:44:09,567 - mmaction - INFO - Epoch [174][100/1253] lr: 7.131e-02, eta: 1 day, 10:54:57, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.4740, top5_acc: 0.7169, loss_cls: 2.3097, loss: 2.3097, grad_norm: 2.2088 2020-07-19 22:44:31,445 - mmaction - INFO - Epoch [174][120/1253] lr: 7.131e-02, eta: 1 day, 10:54:31, time: 1.094, data_time: 0.002, memory: 9059, top1_acc: 0.4760, top5_acc: 0.7273, loss_cls: 2.2649, loss: 2.2649, grad_norm: 2.1923 2020-07-19 22:44:53,168 - mmaction - INFO - Epoch [174][140/1253] lr: 7.131e-02, eta: 1 day, 10:54:05, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.4703, top5_acc: 0.7039, loss_cls: 2.3333, loss: 2.3333, grad_norm: 2.1825 2020-07-19 22:45:14,846 - mmaction - INFO - Epoch [174][160/1253] lr: 7.131e-02, eta: 1 day, 10:53:40, time: 1.083, data_time: 0.002, memory: 9059, top1_acc: 0.4818, top5_acc: 0.7250, loss_cls: 2.2849, loss: 2.2849, grad_norm: 2.2312 2020-07-19 22:45:36,331 - mmaction - INFO - Epoch [174][180/1253] lr: 7.131e-02, eta: 1 day, 10:53:13, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.4901, top5_acc: 0.7258, loss_cls: 2.2369, loss: 2.2369, grad_norm: 2.1895 2020-07-19 22:45:58,196 - mmaction - INFO - Epoch [174][200/1253] lr: 7.131e-02, eta: 1 day, 10:52:48, time: 1.093, data_time: 0.003, memory: 9059, top1_acc: 0.4742, top5_acc: 0.7159, loss_cls: 2.2805, loss: 2.2805, grad_norm: 2.1981 2020-07-19 22:46:19,489 - mmaction - INFO - Epoch [174][220/1253] lr: 7.131e-02, eta: 1 day, 10:52:21, time: 1.066, data_time: 0.004, memory: 9059, top1_acc: 0.4781, top5_acc: 0.7281, loss_cls: 2.2687, loss: 2.2687, grad_norm: 2.2023 2020-07-19 22:46:41,143 - mmaction - INFO - Epoch [174][240/1253] lr: 7.131e-02, eta: 1 day, 10:51:55, time: 1.083, data_time: 0.002, memory: 9059, top1_acc: 0.4828, top5_acc: 0.7284, loss_cls: 2.2478, loss: 2.2478, grad_norm: 2.1940 2020-07-19 22:47:02,898 - mmaction - INFO - Epoch [174][260/1253] lr: 7.131e-02, eta: 1 day, 10:51:29, time: 1.085, data_time: 0.002, memory: 9059, top1_acc: 0.4727, top5_acc: 0.7201, loss_cls: 2.3070, loss: 2.3070, grad_norm: 2.2247 2020-07-19 22:47:24,360 - mmaction - INFO - Epoch [174][280/1253] lr: 7.131e-02, eta: 1 day, 10:51:03, time: 1.075, data_time: 0.004, memory: 9059, top1_acc: 0.4661, top5_acc: 0.7021, loss_cls: 2.3899, loss: 2.3899, grad_norm: 2.1872 2020-07-19 22:47:45,626 - mmaction - INFO - Epoch [174][300/1253] lr: 7.131e-02, eta: 1 day, 10:50:37, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4932, top5_acc: 0.7273, loss_cls: 2.2353, loss: 2.2353, grad_norm: 2.1118 2020-07-19 22:48:06,884 - mmaction - INFO - Epoch [174][320/1253] lr: 7.131e-02, eta: 1 day, 10:50:11, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4732, top5_acc: 0.7219, loss_cls: 2.2715, loss: 2.2715, grad_norm: 2.1663 2020-07-19 22:48:28,641 - mmaction - INFO - Epoch [174][340/1253] lr: 7.131e-02, eta: 1 day, 10:49:45, time: 1.083, data_time: 0.002, memory: 9059, top1_acc: 0.4786, top5_acc: 0.7148, loss_cls: 2.3092, loss: 2.3092, grad_norm: 2.2298 2020-07-19 22:48:50,175 - mmaction - INFO - Epoch [174][360/1253] lr: 7.131e-02, eta: 1 day, 10:49:19, time: 1.081, data_time: 0.007, memory: 9059, top1_acc: 0.4641, top5_acc: 0.7063, loss_cls: 2.3282, loss: 2.3282, grad_norm: 2.2043 2020-07-19 22:49:12,135 - mmaction - INFO - Epoch [174][380/1253] lr: 7.131e-02, eta: 1 day, 10:48:53, time: 1.097, data_time: 0.002, memory: 9059, top1_acc: 0.4740, top5_acc: 0.7161, loss_cls: 2.3219, loss: 2.3219, grad_norm: 2.2018 2020-07-19 22:49:33,612 - mmaction - INFO - Epoch [174][400/1253] lr: 7.131e-02, eta: 1 day, 10:48:27, time: 1.075, data_time: 0.003, memory: 9059, top1_acc: 0.4857, top5_acc: 0.7141, loss_cls: 2.2949, loss: 2.2949, grad_norm: 2.2249 2020-07-19 22:49:54,811 - mmaction - INFO - Epoch [174][420/1253] lr: 7.131e-02, eta: 1 day, 10:48:01, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4693, top5_acc: 0.7125, loss_cls: 2.3245, loss: 2.3245, grad_norm: 2.2260 2020-07-19 22:50:17,258 - mmaction - INFO - Epoch [174][440/1253] lr: 7.131e-02, eta: 1 day, 10:47:35, time: 1.122, data_time: 0.003, memory: 9059, top1_acc: 0.4648, top5_acc: 0.7104, loss_cls: 2.3400, loss: 2.3400, grad_norm: 2.1892 2020-07-19 22:50:38,944 - mmaction - INFO - Epoch [174][460/1253] lr: 7.131e-02, eta: 1 day, 10:47:09, time: 1.086, data_time: 0.015, memory: 9059, top1_acc: 0.4596, top5_acc: 0.7094, loss_cls: 2.3612, loss: 2.3612, grad_norm: 2.1649 2020-07-19 22:51:00,263 - mmaction - INFO - Epoch [174][480/1253] lr: 7.131e-02, eta: 1 day, 10:46:43, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4714, top5_acc: 0.7122, loss_cls: 2.3193, loss: 2.3193, grad_norm: 2.2004 2020-07-19 22:51:21,627 - mmaction - INFO - Epoch [174][500/1253] lr: 7.131e-02, eta: 1 day, 10:46:17, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4836, top5_acc: 0.7299, loss_cls: 2.2512, loss: 2.2512, grad_norm: 2.1707 2020-07-19 22:51:42,935 - mmaction - INFO - Epoch [174][520/1253] lr: 7.131e-02, eta: 1 day, 10:45:51, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.4716, top5_acc: 0.7099, loss_cls: 2.3209, loss: 2.3209, grad_norm: 2.2235 2020-07-19 22:52:04,379 - mmaction - INFO - Epoch [174][540/1253] lr: 7.131e-02, eta: 1 day, 10:45:25, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4573, top5_acc: 0.6995, loss_cls: 2.3894, loss: 2.3894, grad_norm: 2.2469 2020-07-19 22:52:25,707 - mmaction - INFO - Epoch [174][560/1253] lr: 7.131e-02, eta: 1 day, 10:44:58, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.4849, top5_acc: 0.7221, loss_cls: 2.2957, loss: 2.2957, grad_norm: 2.1804 2020-07-19 22:52:47,273 - mmaction - INFO - Epoch [174][580/1253] lr: 7.131e-02, eta: 1 day, 10:44:32, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.4680, top5_acc: 0.7094, loss_cls: 2.3194, loss: 2.3194, grad_norm: 2.1933 2020-07-19 22:53:08,638 - mmaction - INFO - Epoch [174][600/1253] lr: 7.131e-02, eta: 1 day, 10:44:06, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.4841, top5_acc: 0.7159, loss_cls: 2.2447, loss: 2.2447, grad_norm: 2.1992 2020-07-19 22:53:30,119 - mmaction - INFO - Epoch [174][620/1253] lr: 7.131e-02, eta: 1 day, 10:43:40, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.4898, top5_acc: 0.7268, loss_cls: 2.2378, loss: 2.2378, grad_norm: 2.2132 2020-07-19 22:53:52,299 - mmaction - INFO - Epoch [174][640/1253] lr: 7.131e-02, eta: 1 day, 10:43:14, time: 1.109, data_time: 0.002, memory: 9059, top1_acc: 0.4661, top5_acc: 0.7021, loss_cls: 2.3603, loss: 2.3603, grad_norm: 2.2268 2020-07-19 22:54:13,599 - mmaction - INFO - Epoch [174][660/1253] lr: 7.131e-02, eta: 1 day, 10:42:48, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4594, top5_acc: 0.7013, loss_cls: 2.3927, loss: 2.3927, grad_norm: 2.2120 2020-07-19 22:54:35,036 - mmaction - INFO - Epoch [174][680/1253] lr: 7.131e-02, eta: 1 day, 10:42:22, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4818, top5_acc: 0.7250, loss_cls: 2.2758, loss: 2.2758, grad_norm: 2.2331 2020-07-19 22:54:56,510 - mmaction - INFO - Epoch [174][700/1253] lr: 7.131e-02, eta: 1 day, 10:41:56, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.4591, top5_acc: 0.7031, loss_cls: 2.3624, loss: 2.3624, grad_norm: 2.2214 2020-07-19 22:55:17,709 - mmaction - INFO - Epoch [174][720/1253] lr: 7.131e-02, eta: 1 day, 10:41:30, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4789, top5_acc: 0.7185, loss_cls: 2.2865, loss: 2.2865, grad_norm: 2.1749 2020-07-19 22:55:39,083 - mmaction - INFO - Epoch [174][740/1253] lr: 7.131e-02, eta: 1 day, 10:41:04, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4870, top5_acc: 0.7190, loss_cls: 2.2888, loss: 2.2888, grad_norm: 2.2473 2020-07-19 22:56:00,854 - mmaction - INFO - Epoch [174][760/1253] lr: 7.131e-02, eta: 1 day, 10:40:38, time: 1.087, data_time: 0.001, memory: 9059, top1_acc: 0.4727, top5_acc: 0.7128, loss_cls: 2.3324, loss: 2.3324, grad_norm: 2.2328 2020-07-19 22:56:22,296 - mmaction - INFO - Epoch [174][780/1253] lr: 7.131e-02, eta: 1 day, 10:40:12, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4802, top5_acc: 0.7128, loss_cls: 2.3205, loss: 2.3205, grad_norm: 2.1639 2020-07-19 22:56:43,840 - mmaction - INFO - Epoch [174][800/1253] lr: 7.131e-02, eta: 1 day, 10:39:46, time: 1.082, data_time: 0.007, memory: 9059, top1_acc: 0.4773, top5_acc: 0.7151, loss_cls: 2.3052, loss: 2.3052, grad_norm: 2.1396 2020-07-19 22:57:05,281 - mmaction - INFO - Epoch [174][820/1253] lr: 7.131e-02, eta: 1 day, 10:39:19, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4701, top5_acc: 0.7232, loss_cls: 2.2972, loss: 2.2972, grad_norm: 2.2418 2020-07-19 22:57:26,427 - mmaction - INFO - Epoch [174][840/1253] lr: 7.131e-02, eta: 1 day, 10:38:53, time: 1.058, data_time: 0.001, memory: 9059, top1_acc: 0.4766, top5_acc: 0.7201, loss_cls: 2.2948, loss: 2.2948, grad_norm: 2.2216 2020-07-19 22:57:47,516 - mmaction - INFO - Epoch [174][860/1253] lr: 7.131e-02, eta: 1 day, 10:38:27, time: 1.054, data_time: 0.001, memory: 9059, top1_acc: 0.4672, top5_acc: 0.7096, loss_cls: 2.3069, loss: 2.3069, grad_norm: 2.2052 2020-07-19 22:58:08,901 - mmaction - INFO - Epoch [174][880/1253] lr: 7.131e-02, eta: 1 day, 10:38:01, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.4727, top5_acc: 0.7128, loss_cls: 2.3130, loss: 2.3130, grad_norm: 2.2205 2020-07-19 22:58:30,677 - mmaction - INFO - Epoch [174][900/1253] lr: 7.131e-02, eta: 1 day, 10:37:35, time: 1.090, data_time: 0.002, memory: 9059, top1_acc: 0.4714, top5_acc: 0.7081, loss_cls: 2.3111, loss: 2.3111, grad_norm: 2.2392 2020-07-19 22:58:52,128 - mmaction - INFO - Epoch [174][920/1253] lr: 7.131e-02, eta: 1 day, 10:37:09, time: 1.072, data_time: 0.001, memory: 9059, top1_acc: 0.4753, top5_acc: 0.7060, loss_cls: 2.3393, loss: 2.3393, grad_norm: 2.1559 2020-07-19 22:59:13,555 - mmaction - INFO - Epoch [174][940/1253] lr: 7.131e-02, eta: 1 day, 10:36:43, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4898, top5_acc: 0.7315, loss_cls: 2.2263, loss: 2.2263, grad_norm: 2.1497 2020-07-19 22:59:35,084 - mmaction - INFO - Epoch [174][960/1253] lr: 7.131e-02, eta: 1 day, 10:36:17, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.4693, top5_acc: 0.7063, loss_cls: 2.3628, loss: 2.3628, grad_norm: 2.2029 2020-07-19 22:59:56,309 - mmaction - INFO - Epoch [174][980/1253] lr: 7.131e-02, eta: 1 day, 10:35:50, time: 1.062, data_time: 0.005, memory: 9059, top1_acc: 0.4747, top5_acc: 0.7141, loss_cls: 2.3255, loss: 2.3255, grad_norm: 2.2036 2020-07-19 23:00:24,847 - mmaction - INFO - Epoch [174][1000/1253] lr: 7.131e-02, eta: 1 day, 10:35:29, time: 1.416, data_time: 0.002, memory: 9059, top1_acc: 0.4667, top5_acc: 0.7018, loss_cls: 2.3707, loss: 2.3707, grad_norm: 2.2046 2020-07-19 23:00:46,579 - mmaction - INFO - Epoch [174][1020/1253] lr: 7.131e-02, eta: 1 day, 10:35:03, time: 1.098, data_time: 0.018, memory: 9059, top1_acc: 0.4646, top5_acc: 0.7021, loss_cls: 2.3995, loss: 2.3995, grad_norm: 2.2295 2020-07-19 23:01:07,878 - mmaction - INFO - Epoch [174][1040/1253] lr: 7.131e-02, eta: 1 day, 10:34:37, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4740, top5_acc: 0.7130, loss_cls: 2.3279, loss: 2.3279, grad_norm: 2.1893 2020-07-19 23:01:29,585 - mmaction - INFO - Epoch [174][1060/1253] lr: 7.131e-02, eta: 1 day, 10:34:11, time: 1.086, data_time: 0.003, memory: 9059, top1_acc: 0.4667, top5_acc: 0.7052, loss_cls: 2.3384, loss: 2.3384, grad_norm: 2.2300 2020-07-19 23:01:51,082 - mmaction - INFO - Epoch [174][1080/1253] lr: 7.131e-02, eta: 1 day, 10:33:45, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4719, top5_acc: 0.7122, loss_cls: 2.3605, loss: 2.3605, grad_norm: 2.1956 2020-07-19 23:02:12,243 - mmaction - INFO - Epoch [174][1100/1253] lr: 7.131e-02, eta: 1 day, 10:33:19, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4794, top5_acc: 0.7049, loss_cls: 2.3040, loss: 2.3040, grad_norm: 2.1400 2020-07-19 23:02:33,721 - mmaction - INFO - Epoch [174][1120/1253] lr: 7.131e-02, eta: 1 day, 10:32:53, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4797, top5_acc: 0.7081, loss_cls: 2.3612, loss: 2.3612, grad_norm: 2.2228 2020-07-19 23:02:55,025 - mmaction - INFO - Epoch [174][1140/1253] lr: 7.131e-02, eta: 1 day, 10:32:27, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.4615, top5_acc: 0.7068, loss_cls: 2.3442, loss: 2.3442, grad_norm: 2.2069 2020-07-19 23:03:16,433 - mmaction - INFO - Epoch [174][1160/1253] lr: 7.131e-02, eta: 1 day, 10:32:01, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4680, top5_acc: 0.7091, loss_cls: 2.3243, loss: 2.3243, grad_norm: 2.2161 2020-07-19 23:03:37,763 - mmaction - INFO - Epoch [174][1180/1253] lr: 7.131e-02, eta: 1 day, 10:31:34, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4708, top5_acc: 0.7156, loss_cls: 2.3147, loss: 2.3147, grad_norm: 2.1909 2020-07-19 23:03:59,173 - mmaction - INFO - Epoch [174][1200/1253] lr: 7.131e-02, eta: 1 day, 10:31:08, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4792, top5_acc: 0.7083, loss_cls: 2.3249, loss: 2.3249, grad_norm: 2.2082 2020-07-19 23:04:20,627 - mmaction - INFO - Epoch [174][1220/1253] lr: 7.131e-02, eta: 1 day, 10:30:42, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.4797, top5_acc: 0.7154, loss_cls: 2.3083, loss: 2.3083, grad_norm: 2.2045 2020-07-19 23:04:41,830 - mmaction - INFO - Epoch [174][1240/1253] lr: 7.131e-02, eta: 1 day, 10:30:16, time: 1.060, data_time: 0.003, memory: 9059, top1_acc: 0.4891, top5_acc: 0.7221, loss_cls: 2.2801, loss: 2.2801, grad_norm: 2.1998 2020-07-19 23:08:27,498 - mmaction - INFO - Epoch [175][20/1253] lr: 6.975e-02, eta: 1 day, 10:31:30, time: 10.169, data_time: 8.975, memory: 9059, top1_acc: 0.4841, top5_acc: 0.7234, loss_cls: 2.2571, loss: 2.2571, grad_norm: 2.2292 2020-07-19 23:08:49,375 - mmaction - INFO - Epoch [175][40/1253] lr: 6.975e-02, eta: 1 day, 10:31:04, time: 1.095, data_time: 0.003, memory: 9059, top1_acc: 0.4789, top5_acc: 0.7232, loss_cls: 2.2769, loss: 2.2769, grad_norm: 2.2287 2020-07-19 23:09:10,578 - mmaction - INFO - Epoch [175][60/1253] lr: 6.975e-02, eta: 1 day, 10:30:38, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4807, top5_acc: 0.7310, loss_cls: 2.2374, loss: 2.2374, grad_norm: 2.1924 2020-07-19 23:09:31,793 - mmaction - INFO - Epoch [175][80/1253] lr: 6.975e-02, eta: 1 day, 10:30:11, time: 1.061, data_time: 0.004, memory: 9059, top1_acc: 0.4690, top5_acc: 0.7094, loss_cls: 2.3115, loss: 2.3115, grad_norm: 2.2370 2020-07-19 23:09:52,979 - mmaction - INFO - Epoch [175][100/1253] lr: 6.975e-02, eta: 1 day, 10:29:45, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4794, top5_acc: 0.7180, loss_cls: 2.2725, loss: 2.2725, grad_norm: 2.2064 2020-07-19 23:10:14,177 - mmaction - INFO - Epoch [175][120/1253] lr: 6.975e-02, eta: 1 day, 10:29:19, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4706, top5_acc: 0.7065, loss_cls: 2.3706, loss: 2.3706, grad_norm: 2.2184 2020-07-19 23:10:35,757 - mmaction - INFO - Epoch [175][140/1253] lr: 6.975e-02, eta: 1 day, 10:28:53, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.4883, top5_acc: 0.7216, loss_cls: 2.2742, loss: 2.2742, grad_norm: 2.2001 2020-07-19 23:10:57,391 - mmaction - INFO - Epoch [175][160/1253] lr: 6.975e-02, eta: 1 day, 10:28:27, time: 1.082, data_time: 0.002, memory: 9059, top1_acc: 0.4813, top5_acc: 0.7182, loss_cls: 2.2737, loss: 2.2737, grad_norm: 2.2210 2020-07-19 23:11:18,740 - mmaction - INFO - Epoch [175][180/1253] lr: 6.975e-02, eta: 1 day, 10:28:01, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4719, top5_acc: 0.7151, loss_cls: 2.3322, loss: 2.3322, grad_norm: 2.2083 2020-07-19 23:11:40,174 - mmaction - INFO - Epoch [175][200/1253] lr: 6.975e-02, eta: 1 day, 10:27:34, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4677, top5_acc: 0.7115, loss_cls: 2.3633, loss: 2.3633, grad_norm: 2.2375 2020-07-19 23:12:01,368 - mmaction - INFO - Epoch [175][220/1253] lr: 6.975e-02, eta: 1 day, 10:27:08, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4919, top5_acc: 0.7286, loss_cls: 2.2225, loss: 2.2225, grad_norm: 2.2424 2020-07-19 23:12:22,604 - mmaction - INFO - Epoch [175][240/1253] lr: 6.975e-02, eta: 1 day, 10:26:42, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4576, top5_acc: 0.6953, loss_cls: 2.3723, loss: 2.3723, grad_norm: 2.2549 2020-07-19 23:12:44,299 - mmaction - INFO - Epoch [175][260/1253] lr: 6.975e-02, eta: 1 day, 10:26:16, time: 1.084, data_time: 0.002, memory: 9059, top1_acc: 0.4664, top5_acc: 0.7094, loss_cls: 2.3355, loss: 2.3355, grad_norm: 2.1931 2020-07-19 23:13:05,630 - mmaction - INFO - Epoch [175][280/1253] lr: 6.975e-02, eta: 1 day, 10:25:50, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4773, top5_acc: 0.7229, loss_cls: 2.3031, loss: 2.3031, grad_norm: 2.2817 2020-07-19 23:13:26,935 - mmaction - INFO - Epoch [175][300/1253] lr: 6.975e-02, eta: 1 day, 10:25:24, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.4766, top5_acc: 0.7214, loss_cls: 2.3005, loss: 2.3005, grad_norm: 2.2158 2020-07-19 23:13:48,466 - mmaction - INFO - Epoch [175][320/1253] lr: 6.975e-02, eta: 1 day, 10:24:58, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.4802, top5_acc: 0.7258, loss_cls: 2.2674, loss: 2.2674, grad_norm: 2.1998 2020-07-19 23:14:09,875 - mmaction - INFO - Epoch [175][340/1253] lr: 6.975e-02, eta: 1 day, 10:24:32, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4917, top5_acc: 0.7234, loss_cls: 2.2502, loss: 2.2502, grad_norm: 2.2528 2020-07-19 23:14:31,344 - mmaction - INFO - Epoch [175][360/1253] lr: 6.975e-02, eta: 1 day, 10:24:05, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.4786, top5_acc: 0.7154, loss_cls: 2.3021, loss: 2.3021, grad_norm: 2.2342 2020-07-19 23:14:52,530 - mmaction - INFO - Epoch [175][380/1253] lr: 6.975e-02, eta: 1 day, 10:23:39, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4732, top5_acc: 0.7146, loss_cls: 2.3029, loss: 2.3029, grad_norm: 2.2039 2020-07-19 23:15:13,774 - mmaction - INFO - Epoch [175][400/1253] lr: 6.975e-02, eta: 1 day, 10:23:13, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4828, top5_acc: 0.7273, loss_cls: 2.2682, loss: 2.2682, grad_norm: 2.2141 2020-07-19 23:15:34,995 - mmaction - INFO - Epoch [175][420/1253] lr: 6.975e-02, eta: 1 day, 10:22:47, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4609, top5_acc: 0.7003, loss_cls: 2.3866, loss: 2.3866, grad_norm: 2.1931 2020-07-19 23:15:56,454 - mmaction - INFO - Epoch [175][440/1253] lr: 6.975e-02, eta: 1 day, 10:22:21, time: 1.072, data_time: 0.001, memory: 9059, top1_acc: 0.4750, top5_acc: 0.7148, loss_cls: 2.3114, loss: 2.3114, grad_norm: 2.2195 2020-07-19 23:16:18,000 - mmaction - INFO - Epoch [175][460/1253] lr: 6.975e-02, eta: 1 day, 10:21:55, time: 1.077, data_time: 0.014, memory: 9059, top1_acc: 0.4893, top5_acc: 0.7333, loss_cls: 2.2216, loss: 2.2216, grad_norm: 2.2067 2020-07-19 23:16:39,226 - mmaction - INFO - Epoch [175][480/1253] lr: 6.975e-02, eta: 1 day, 10:21:28, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4719, top5_acc: 0.7154, loss_cls: 2.3218, loss: 2.3218, grad_norm: 2.2321 2020-07-19 23:17:00,458 - mmaction - INFO - Epoch [175][500/1253] lr: 6.975e-02, eta: 1 day, 10:21:02, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4643, top5_acc: 0.7029, loss_cls: 2.3811, loss: 2.3811, grad_norm: 2.2766 2020-07-19 23:17:21,657 - mmaction - INFO - Epoch [175][520/1253] lr: 6.975e-02, eta: 1 day, 10:20:36, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4682, top5_acc: 0.7167, loss_cls: 2.2907, loss: 2.2907, grad_norm: 2.2255 2020-07-19 23:17:42,916 - mmaction - INFO - Epoch [175][540/1253] lr: 6.975e-02, eta: 1 day, 10:20:10, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4745, top5_acc: 0.7021, loss_cls: 2.3365, loss: 2.3365, grad_norm: 2.2099 2020-07-19 23:18:04,245 - mmaction - INFO - Epoch [175][560/1253] lr: 6.975e-02, eta: 1 day, 10:19:44, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4729, top5_acc: 0.7206, loss_cls: 2.2856, loss: 2.2856, grad_norm: 2.2739 2020-07-19 23:18:26,117 - mmaction - INFO - Epoch [175][580/1253] lr: 6.975e-02, eta: 1 day, 10:19:18, time: 1.094, data_time: 0.002, memory: 9059, top1_acc: 0.4729, top5_acc: 0.7096, loss_cls: 2.3372, loss: 2.3372, grad_norm: 2.1932 2020-07-19 23:18:47,347 - mmaction - INFO - Epoch [175][600/1253] lr: 6.975e-02, eta: 1 day, 10:18:52, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4740, top5_acc: 0.7099, loss_cls: 2.3443, loss: 2.3443, grad_norm: 2.2180 2020-07-19 23:19:08,638 - mmaction - INFO - Epoch [175][620/1253] lr: 6.975e-02, eta: 1 day, 10:18:25, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4870, top5_acc: 0.7227, loss_cls: 2.2632, loss: 2.2632, grad_norm: 2.1659 2020-07-19 23:19:29,978 - mmaction - INFO - Epoch [175][640/1253] lr: 6.975e-02, eta: 1 day, 10:17:59, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.4799, top5_acc: 0.7125, loss_cls: 2.3115, loss: 2.3115, grad_norm: 2.1974 2020-07-19 23:19:51,645 - mmaction - INFO - Epoch [175][660/1253] lr: 6.975e-02, eta: 1 day, 10:17:33, time: 1.084, data_time: 0.002, memory: 9059, top1_acc: 0.4711, top5_acc: 0.7057, loss_cls: 2.3479, loss: 2.3479, grad_norm: 2.2193 2020-07-19 23:20:12,865 - mmaction - INFO - Epoch [175][680/1253] lr: 6.975e-02, eta: 1 day, 10:17:07, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4828, top5_acc: 0.7159, loss_cls: 2.2878, loss: 2.2878, grad_norm: 2.2299 2020-07-19 23:20:34,093 - mmaction - INFO - Epoch [175][700/1253] lr: 6.975e-02, eta: 1 day, 10:16:41, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.4708, top5_acc: 0.7083, loss_cls: 2.3443, loss: 2.3443, grad_norm: 2.1924 2020-07-19 23:20:55,348 - mmaction - INFO - Epoch [175][720/1253] lr: 6.975e-02, eta: 1 day, 10:16:15, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4922, top5_acc: 0.7203, loss_cls: 2.2487, loss: 2.2487, grad_norm: 2.2191 2020-07-19 23:21:16,622 - mmaction - INFO - Epoch [175][740/1253] lr: 6.975e-02, eta: 1 day, 10:15:48, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.4885, top5_acc: 0.7198, loss_cls: 2.2930, loss: 2.2930, grad_norm: 2.2279 2020-07-19 23:21:37,836 - mmaction - INFO - Epoch [175][760/1253] lr: 6.975e-02, eta: 1 day, 10:15:22, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4789, top5_acc: 0.7135, loss_cls: 2.3061, loss: 2.3061, grad_norm: 2.2362 2020-07-19 23:21:59,080 - mmaction - INFO - Epoch [175][780/1253] lr: 6.975e-02, eta: 1 day, 10:14:56, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4659, top5_acc: 0.7130, loss_cls: 2.3362, loss: 2.3362, grad_norm: 2.2753 2020-07-19 23:22:20,666 - mmaction - INFO - Epoch [175][800/1253] lr: 6.975e-02, eta: 1 day, 10:14:30, time: 1.078, data_time: 0.001, memory: 9059, top1_acc: 0.4708, top5_acc: 0.7107, loss_cls: 2.3632, loss: 2.3632, grad_norm: 2.1874 2020-07-19 23:22:42,592 - mmaction - INFO - Epoch [175][820/1253] lr: 6.975e-02, eta: 1 day, 10:14:04, time: 1.097, data_time: 0.009, memory: 9059, top1_acc: 0.4766, top5_acc: 0.7154, loss_cls: 2.3114, loss: 2.3114, grad_norm: 2.2259 2020-07-19 23:23:04,385 - mmaction - INFO - Epoch [175][840/1253] lr: 6.975e-02, eta: 1 day, 10:13:39, time: 1.090, data_time: 0.012, memory: 9059, top1_acc: 0.4781, top5_acc: 0.7180, loss_cls: 2.2961, loss: 2.2961, grad_norm: 2.1966 2020-07-19 23:23:25,813 - mmaction - INFO - Epoch [175][860/1253] lr: 6.975e-02, eta: 1 day, 10:13:12, time: 1.071, data_time: 0.001, memory: 9059, top1_acc: 0.4880, top5_acc: 0.7240, loss_cls: 2.2407, loss: 2.2407, grad_norm: 2.1974 2020-07-19 23:23:47,215 - mmaction - INFO - Epoch [175][880/1253] lr: 6.975e-02, eta: 1 day, 10:12:46, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4862, top5_acc: 0.7180, loss_cls: 2.2888, loss: 2.2888, grad_norm: 2.2716 2020-07-19 23:24:08,680 - mmaction - INFO - Epoch [175][900/1253] lr: 6.975e-02, eta: 1 day, 10:12:20, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.4732, top5_acc: 0.7130, loss_cls: 2.3252, loss: 2.3252, grad_norm: 2.2492 2020-07-19 23:24:30,161 - mmaction - INFO - Epoch [175][920/1253] lr: 6.975e-02, eta: 1 day, 10:11:54, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.4758, top5_acc: 0.7214, loss_cls: 2.3156, loss: 2.3156, grad_norm: 2.2319 2020-07-19 23:24:51,447 - mmaction - INFO - Epoch [175][940/1253] lr: 6.975e-02, eta: 1 day, 10:11:28, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4688, top5_acc: 0.7078, loss_cls: 2.3641, loss: 2.3641, grad_norm: 2.2114 2020-07-19 23:25:12,715 - mmaction - INFO - Epoch [175][960/1253] lr: 6.975e-02, eta: 1 day, 10:11:02, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.4661, top5_acc: 0.7044, loss_cls: 2.3833, loss: 2.3833, grad_norm: 2.2525 2020-07-19 23:25:33,907 - mmaction - INFO - Epoch [175][980/1253] lr: 6.975e-02, eta: 1 day, 10:10:36, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4831, top5_acc: 0.7169, loss_cls: 2.2842, loss: 2.2842, grad_norm: 2.1985 2020-07-19 23:25:55,388 - mmaction - INFO - Epoch [175][1000/1253] lr: 6.975e-02, eta: 1 day, 10:10:10, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.4797, top5_acc: 0.7096, loss_cls: 2.2883, loss: 2.2883, grad_norm: 2.2235 2020-07-19 23:26:16,783 - mmaction - INFO - Epoch [175][1020/1253] lr: 6.975e-02, eta: 1 day, 10:09:44, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4758, top5_acc: 0.7159, loss_cls: 2.3106, loss: 2.3106, grad_norm: 2.2137 2020-07-19 23:26:37,965 - mmaction - INFO - Epoch [175][1040/1253] lr: 6.975e-02, eta: 1 day, 10:09:17, time: 1.058, data_time: 0.001, memory: 9059, top1_acc: 0.4719, top5_acc: 0.7198, loss_cls: 2.3072, loss: 2.3072, grad_norm: 2.2079 2020-07-19 23:26:59,413 - mmaction - INFO - Epoch [175][1060/1253] lr: 6.975e-02, eta: 1 day, 10:08:51, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4807, top5_acc: 0.7180, loss_cls: 2.2950, loss: 2.2950, grad_norm: 2.2335 2020-07-19 23:27:20,768 - mmaction - INFO - Epoch [175][1080/1253] lr: 6.975e-02, eta: 1 day, 10:08:25, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4612, top5_acc: 0.6979, loss_cls: 2.3752, loss: 2.3752, grad_norm: 2.2503 2020-07-19 23:27:41,884 - mmaction - INFO - Epoch [175][1100/1253] lr: 6.975e-02, eta: 1 day, 10:07:59, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.4677, top5_acc: 0.7073, loss_cls: 2.3378, loss: 2.3378, grad_norm: 2.2058 2020-07-19 23:28:03,370 - mmaction - INFO - Epoch [175][1120/1253] lr: 6.975e-02, eta: 1 day, 10:07:33, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4615, top5_acc: 0.7169, loss_cls: 2.3161, loss: 2.3161, grad_norm: 2.2296 2020-07-19 23:28:37,189 - mmaction - INFO - Epoch [175][1140/1253] lr: 6.975e-02, eta: 1 day, 10:07:15, time: 1.703, data_time: 0.399, memory: 9059, top1_acc: 0.4763, top5_acc: 0.7109, loss_cls: 2.3403, loss: 2.3403, grad_norm: 2.2611 2020-07-19 23:28:59,149 - mmaction - INFO - Epoch [175][1160/1253] lr: 6.975e-02, eta: 1 day, 10:06:50, time: 1.098, data_time: 0.007, memory: 9059, top1_acc: 0.4721, top5_acc: 0.7068, loss_cls: 2.3506, loss: 2.3506, grad_norm: 2.2098 2020-07-19 23:29:20,773 - mmaction - INFO - Epoch [175][1180/1253] lr: 6.975e-02, eta: 1 day, 10:06:24, time: 1.082, data_time: 0.017, memory: 9059, top1_acc: 0.4737, top5_acc: 0.7193, loss_cls: 2.2967, loss: 2.2967, grad_norm: 2.2238 2020-07-19 23:29:42,287 - mmaction - INFO - Epoch [175][1200/1253] lr: 6.975e-02, eta: 1 day, 10:05:58, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.4701, top5_acc: 0.7156, loss_cls: 2.2968, loss: 2.2968, grad_norm: 2.2273 2020-07-19 23:30:04,461 - mmaction - INFO - Epoch [175][1220/1253] lr: 6.975e-02, eta: 1 day, 10:05:32, time: 1.107, data_time: 0.010, memory: 9059, top1_acc: 0.4690, top5_acc: 0.7109, loss_cls: 2.3090, loss: 2.3090, grad_norm: 2.2764 2020-07-19 23:30:27,382 - mmaction - INFO - Epoch [175][1240/1253] lr: 6.975e-02, eta: 1 day, 10:05:07, time: 1.147, data_time: 0.020, memory: 9059, top1_acc: 0.4771, top5_acc: 0.7216, loss_cls: 2.2824, loss: 2.2824, grad_norm: 2.2117 2020-07-19 23:34:32,453 - mmaction - INFO - Epoch [176][20/1253] lr: 6.820e-02, eta: 1 day, 10:06:32, time: 11.183, data_time: 9.979, memory: 9059, top1_acc: 0.4789, top5_acc: 0.7104, loss_cls: 2.3095, loss: 2.3095, grad_norm: 2.2260 2020-07-19 23:34:53,809 - mmaction - INFO - Epoch [176][40/1253] lr: 6.820e-02, eta: 1 day, 10:06:06, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.4792, top5_acc: 0.7172, loss_cls: 2.2816, loss: 2.2816, grad_norm: 2.2428 2020-07-19 23:35:15,007 - mmaction - INFO - Epoch [176][60/1253] lr: 6.820e-02, eta: 1 day, 10:05:40, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4781, top5_acc: 0.7216, loss_cls: 2.2870, loss: 2.2870, grad_norm: 2.2769 2020-07-19 23:35:36,136 - mmaction - INFO - Epoch [176][80/1253] lr: 6.820e-02, eta: 1 day, 10:05:14, time: 1.056, data_time: 0.003, memory: 9059, top1_acc: 0.4763, top5_acc: 0.7206, loss_cls: 2.2823, loss: 2.2823, grad_norm: 2.2181 2020-07-19 23:35:57,322 - mmaction - INFO - Epoch [176][100/1253] lr: 6.820e-02, eta: 1 day, 10:04:47, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4742, top5_acc: 0.7180, loss_cls: 2.2998, loss: 2.2998, grad_norm: 2.2187 2020-07-19 23:36:18,499 - mmaction - INFO - Epoch [176][120/1253] lr: 6.820e-02, eta: 1 day, 10:04:21, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4685, top5_acc: 0.7177, loss_cls: 2.3127, loss: 2.3127, grad_norm: 2.2841 2020-07-19 23:36:39,635 - mmaction - INFO - Epoch [176][140/1253] lr: 6.820e-02, eta: 1 day, 10:03:55, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.4784, top5_acc: 0.7177, loss_cls: 2.2924, loss: 2.2924, grad_norm: 2.2103 2020-07-19 23:37:00,998 - mmaction - INFO - Epoch [176][160/1253] lr: 6.820e-02, eta: 1 day, 10:03:29, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4786, top5_acc: 0.7219, loss_cls: 2.2456, loss: 2.2456, grad_norm: 2.2550 2020-07-19 23:37:22,336 - mmaction - INFO - Epoch [176][180/1253] lr: 6.820e-02, eta: 1 day, 10:03:03, time: 1.070, data_time: 0.005, memory: 9059, top1_acc: 0.4841, top5_acc: 0.7284, loss_cls: 2.2499, loss: 2.2499, grad_norm: 2.2433 2020-07-19 23:37:44,073 - mmaction - INFO - Epoch [176][200/1253] lr: 6.820e-02, eta: 1 day, 10:02:37, time: 1.088, data_time: 0.014, memory: 9059, top1_acc: 0.4867, top5_acc: 0.7328, loss_cls: 2.2597, loss: 2.2597, grad_norm: 2.2423 2020-07-19 23:38:05,553 - mmaction - INFO - Epoch [176][220/1253] lr: 6.820e-02, eta: 1 day, 10:02:11, time: 1.073, data_time: 0.006, memory: 9059, top1_acc: 0.4714, top5_acc: 0.7172, loss_cls: 2.3270, loss: 2.3270, grad_norm: 2.2450 2020-07-19 23:38:27,507 - mmaction - INFO - Epoch [176][240/1253] lr: 6.820e-02, eta: 1 day, 10:01:45, time: 1.097, data_time: 0.013, memory: 9059, top1_acc: 0.4776, top5_acc: 0.7201, loss_cls: 2.3023, loss: 2.3023, grad_norm: 2.2304 2020-07-19 23:38:49,015 - mmaction - INFO - Epoch [176][260/1253] lr: 6.820e-02, eta: 1 day, 10:01:19, time: 1.076, data_time: 0.009, memory: 9059, top1_acc: 0.4719, top5_acc: 0.7016, loss_cls: 2.3383, loss: 2.3383, grad_norm: 2.2049 2020-07-19 23:39:10,347 - mmaction - INFO - Epoch [176][280/1253] lr: 6.820e-02, eta: 1 day, 10:00:53, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4784, top5_acc: 0.7195, loss_cls: 2.2674, loss: 2.2674, grad_norm: 2.2313 2020-07-19 23:39:31,970 - mmaction - INFO - Epoch [176][300/1253] lr: 6.820e-02, eta: 1 day, 10:00:27, time: 1.081, data_time: 0.003, memory: 9059, top1_acc: 0.4766, top5_acc: 0.7156, loss_cls: 2.2992, loss: 2.2992, grad_norm: 2.2575 2020-07-19 23:39:53,479 - mmaction - INFO - Epoch [176][320/1253] lr: 6.820e-02, eta: 1 day, 10:00:01, time: 1.077, data_time: 0.010, memory: 9059, top1_acc: 0.4844, top5_acc: 0.7099, loss_cls: 2.3001, loss: 2.3001, grad_norm: 2.1709 2020-07-19 23:40:15,894 - mmaction - INFO - Epoch [176][340/1253] lr: 6.820e-02, eta: 1 day, 9:59:35, time: 1.121, data_time: 0.013, memory: 9059, top1_acc: 0.4815, top5_acc: 0.7258, loss_cls: 2.2607, loss: 2.2607, grad_norm: 2.2262 2020-07-19 23:40:37,406 - mmaction - INFO - Epoch [176][360/1253] lr: 6.820e-02, eta: 1 day, 9:59:09, time: 1.076, data_time: 0.007, memory: 9059, top1_acc: 0.4688, top5_acc: 0.7055, loss_cls: 2.3129, loss: 2.3129, grad_norm: 2.2432 2020-07-19 23:40:58,651 - mmaction - INFO - Epoch [176][380/1253] lr: 6.820e-02, eta: 1 day, 9:58:43, time: 1.059, data_time: 0.001, memory: 9059, top1_acc: 0.4602, top5_acc: 0.7161, loss_cls: 2.3467, loss: 2.3467, grad_norm: 2.2611 2020-07-19 23:41:20,534 - mmaction - INFO - Epoch [176][400/1253] lr: 6.820e-02, eta: 1 day, 9:58:17, time: 1.097, data_time: 0.004, memory: 9059, top1_acc: 0.5065, top5_acc: 0.7313, loss_cls: 2.2113, loss: 2.2113, grad_norm: 2.1936 2020-07-19 23:41:42,809 - mmaction - INFO - Epoch [176][420/1253] lr: 6.820e-02, eta: 1 day, 9:57:52, time: 1.114, data_time: 0.015, memory: 9059, top1_acc: 0.4740, top5_acc: 0.7148, loss_cls: 2.3059, loss: 2.3059, grad_norm: 2.2677 2020-07-19 23:42:04,496 - mmaction - INFO - Epoch [176][440/1253] lr: 6.820e-02, eta: 1 day, 9:57:26, time: 1.083, data_time: 0.013, memory: 9059, top1_acc: 0.4987, top5_acc: 0.7326, loss_cls: 2.2241, loss: 2.2241, grad_norm: 2.2406 2020-07-19 23:42:25,810 - mmaction - INFO - Epoch [176][460/1253] lr: 6.820e-02, eta: 1 day, 9:57:00, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4779, top5_acc: 0.7201, loss_cls: 2.2899, loss: 2.2899, grad_norm: 2.2683 2020-07-19 23:42:47,110 - mmaction - INFO - Epoch [176][480/1253] lr: 6.820e-02, eta: 1 day, 9:56:34, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4750, top5_acc: 0.7143, loss_cls: 2.3133, loss: 2.3133, grad_norm: 2.2395 2020-07-19 23:43:08,501 - mmaction - INFO - Epoch [176][500/1253] lr: 6.820e-02, eta: 1 day, 9:56:08, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4867, top5_acc: 0.7255, loss_cls: 2.2506, loss: 2.2506, grad_norm: 2.2540 2020-07-19 23:43:29,970 - mmaction - INFO - Epoch [176][520/1253] lr: 6.820e-02, eta: 1 day, 9:55:42, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4719, top5_acc: 0.7052, loss_cls: 2.3265, loss: 2.3265, grad_norm: 2.2019 2020-07-19 23:43:51,181 - mmaction - INFO - Epoch [176][540/1253] lr: 6.820e-02, eta: 1 day, 9:55:15, time: 1.059, data_time: 0.001, memory: 9059, top1_acc: 0.4831, top5_acc: 0.7138, loss_cls: 2.2994, loss: 2.2994, grad_norm: 2.1987 2020-07-19 23:44:12,494 - mmaction - INFO - Epoch [176][560/1253] lr: 6.820e-02, eta: 1 day, 9:54:49, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4891, top5_acc: 0.7320, loss_cls: 2.2450, loss: 2.2450, grad_norm: 2.2215 2020-07-19 23:44:33,796 - mmaction - INFO - Epoch [176][580/1253] lr: 6.820e-02, eta: 1 day, 9:54:23, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4753, top5_acc: 0.7208, loss_cls: 2.2765, loss: 2.2765, grad_norm: 2.2221 2020-07-19 23:44:55,065 - mmaction - INFO - Epoch [176][600/1253] lr: 6.820e-02, eta: 1 day, 9:53:57, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4862, top5_acc: 0.7208, loss_cls: 2.2554, loss: 2.2554, grad_norm: 2.1614 2020-07-19 23:45:17,582 - mmaction - INFO - Epoch [176][620/1253] lr: 6.820e-02, eta: 1 day, 9:53:32, time: 1.125, data_time: 0.002, memory: 9059, top1_acc: 0.4727, top5_acc: 0.7177, loss_cls: 2.3125, loss: 2.3125, grad_norm: 2.2773 2020-07-19 23:45:39,550 - mmaction - INFO - Epoch [176][640/1253] lr: 6.820e-02, eta: 1 day, 9:53:06, time: 1.099, data_time: 0.003, memory: 9059, top1_acc: 0.4677, top5_acc: 0.7078, loss_cls: 2.3582, loss: 2.3582, grad_norm: 2.2173 2020-07-19 23:46:00,922 - mmaction - INFO - Epoch [176][660/1253] lr: 6.820e-02, eta: 1 day, 9:52:40, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4698, top5_acc: 0.7099, loss_cls: 2.3222, loss: 2.3222, grad_norm: 2.2780 2020-07-19 23:46:22,238 - mmaction - INFO - Epoch [176][680/1253] lr: 6.820e-02, eta: 1 day, 9:52:14, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4862, top5_acc: 0.7190, loss_cls: 2.2985, loss: 2.2985, grad_norm: 2.2054 2020-07-19 23:46:43,688 - mmaction - INFO - Epoch [176][700/1253] lr: 6.820e-02, eta: 1 day, 9:51:48, time: 1.073, data_time: 0.001, memory: 9059, top1_acc: 0.4911, top5_acc: 0.7331, loss_cls: 2.2174, loss: 2.2174, grad_norm: 2.2228 2020-07-19 23:47:04,910 - mmaction - INFO - Epoch [176][720/1253] lr: 6.820e-02, eta: 1 day, 9:51:22, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.4805, top5_acc: 0.7224, loss_cls: 2.2736, loss: 2.2736, grad_norm: 2.2675 2020-07-19 23:47:26,792 - mmaction - INFO - Epoch [176][740/1253] lr: 6.820e-02, eta: 1 day, 9:50:56, time: 1.094, data_time: 0.002, memory: 9059, top1_acc: 0.4708, top5_acc: 0.7164, loss_cls: 2.2938, loss: 2.2938, grad_norm: 2.2887 2020-07-19 23:47:48,032 - mmaction - INFO - Epoch [176][760/1253] lr: 6.820e-02, eta: 1 day, 9:50:30, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4781, top5_acc: 0.7193, loss_cls: 2.3045, loss: 2.3045, grad_norm: 2.2560 2020-07-19 23:48:09,550 - mmaction - INFO - Epoch [176][780/1253] lr: 6.820e-02, eta: 1 day, 9:50:04, time: 1.074, data_time: 0.001, memory: 9059, top1_acc: 0.4659, top5_acc: 0.6990, loss_cls: 2.3766, loss: 2.3766, grad_norm: 2.2205 2020-07-19 23:48:30,910 - mmaction - INFO - Epoch [176][800/1253] lr: 6.820e-02, eta: 1 day, 9:49:38, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.4641, top5_acc: 0.7026, loss_cls: 2.3661, loss: 2.3661, grad_norm: 2.2183 2020-07-19 23:48:53,158 - mmaction - INFO - Epoch [176][820/1253] lr: 6.820e-02, eta: 1 day, 9:49:12, time: 1.112, data_time: 0.002, memory: 9059, top1_acc: 0.4844, top5_acc: 0.7271, loss_cls: 2.2661, loss: 2.2661, grad_norm: 2.1628 2020-07-19 23:49:14,338 - mmaction - INFO - Epoch [176][840/1253] lr: 6.820e-02, eta: 1 day, 9:48:46, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4854, top5_acc: 0.7177, loss_cls: 2.3025, loss: 2.3025, grad_norm: 2.2388 2020-07-19 23:49:35,502 - mmaction - INFO - Epoch [176][860/1253] lr: 6.820e-02, eta: 1 day, 9:48:20, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4727, top5_acc: 0.7268, loss_cls: 2.2866, loss: 2.2866, grad_norm: 2.2268 2020-07-19 23:49:56,920 - mmaction - INFO - Epoch [176][880/1253] lr: 6.820e-02, eta: 1 day, 9:47:54, time: 1.071, data_time: 0.015, memory: 9059, top1_acc: 0.4742, top5_acc: 0.7232, loss_cls: 2.3052, loss: 2.3052, grad_norm: 2.2853 2020-07-19 23:50:18,194 - mmaction - INFO - Epoch [176][900/1253] lr: 6.820e-02, eta: 1 day, 9:47:28, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.4771, top5_acc: 0.7203, loss_cls: 2.2693, loss: 2.2693, grad_norm: 2.2592 2020-07-19 23:50:39,617 - mmaction - INFO - Epoch [176][920/1253] lr: 6.820e-02, eta: 1 day, 9:47:01, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4773, top5_acc: 0.7182, loss_cls: 2.3249, loss: 2.3249, grad_norm: 2.2272 2020-07-19 23:51:00,804 - mmaction - INFO - Epoch [176][940/1253] lr: 6.820e-02, eta: 1 day, 9:46:35, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4857, top5_acc: 0.7177, loss_cls: 2.2775, loss: 2.2775, grad_norm: 2.2068 2020-07-19 23:51:23,025 - mmaction - INFO - Epoch [176][960/1253] lr: 6.820e-02, eta: 1 day, 9:46:10, time: 1.111, data_time: 0.013, memory: 9059, top1_acc: 0.4888, top5_acc: 0.7201, loss_cls: 2.2612, loss: 2.2612, grad_norm: 2.2397 2020-07-19 23:51:44,401 - mmaction - INFO - Epoch [176][980/1253] lr: 6.820e-02, eta: 1 day, 9:45:44, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4880, top5_acc: 0.7307, loss_cls: 2.2482, loss: 2.2482, grad_norm: 2.2439 2020-07-19 23:52:05,801 - mmaction - INFO - Epoch [176][1000/1253] lr: 6.820e-02, eta: 1 day, 9:45:18, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4641, top5_acc: 0.7005, loss_cls: 2.3638, loss: 2.3638, grad_norm: 2.2659 2020-07-19 23:52:27,397 - mmaction - INFO - Epoch [176][1020/1253] lr: 6.820e-02, eta: 1 day, 9:44:52, time: 1.081, data_time: 0.018, memory: 9059, top1_acc: 0.4805, top5_acc: 0.7237, loss_cls: 2.2566, loss: 2.2566, grad_norm: 2.2668 2020-07-19 23:52:48,605 - mmaction - INFO - Epoch [176][1040/1253] lr: 6.820e-02, eta: 1 day, 9:44:26, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4474, top5_acc: 0.6880, loss_cls: 2.4286, loss: 2.4286, grad_norm: 2.3197 2020-07-19 23:53:10,789 - mmaction - INFO - Epoch [176][1060/1253] lr: 6.820e-02, eta: 1 day, 9:44:00, time: 1.109, data_time: 0.003, memory: 9059, top1_acc: 0.4677, top5_acc: 0.7047, loss_cls: 2.3269, loss: 2.3269, grad_norm: 2.2149 2020-07-19 23:53:32,227 - mmaction - INFO - Epoch [176][1080/1253] lr: 6.820e-02, eta: 1 day, 9:43:34, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4706, top5_acc: 0.7156, loss_cls: 2.3272, loss: 2.3272, grad_norm: 2.2766 2020-07-19 23:53:53,423 - mmaction - INFO - Epoch [176][1100/1253] lr: 6.820e-02, eta: 1 day, 9:43:08, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4828, top5_acc: 0.7180, loss_cls: 2.3076, loss: 2.3076, grad_norm: 2.2371 2020-07-19 23:54:15,286 - mmaction - INFO - Epoch [176][1120/1253] lr: 6.820e-02, eta: 1 day, 9:42:42, time: 1.093, data_time: 0.002, memory: 9059, top1_acc: 0.4880, top5_acc: 0.7255, loss_cls: 2.2506, loss: 2.2506, grad_norm: 2.2182 2020-07-19 23:54:36,929 - mmaction - INFO - Epoch [176][1140/1253] lr: 6.820e-02, eta: 1 day, 9:42:16, time: 1.082, data_time: 0.002, memory: 9059, top1_acc: 0.4828, top5_acc: 0.7161, loss_cls: 2.2757, loss: 2.2757, grad_norm: 2.2744 2020-07-19 23:54:58,256 - mmaction - INFO - Epoch [176][1160/1253] lr: 6.820e-02, eta: 1 day, 9:41:50, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4846, top5_acc: 0.7161, loss_cls: 2.3018, loss: 2.3018, grad_norm: 2.2559 2020-07-19 23:55:20,339 - mmaction - INFO - Epoch [176][1180/1253] lr: 6.820e-02, eta: 1 day, 9:41:25, time: 1.106, data_time: 0.004, memory: 9059, top1_acc: 0.4773, top5_acc: 0.7117, loss_cls: 2.2953, loss: 2.2953, grad_norm: 2.2445 2020-07-19 23:55:42,557 - mmaction - INFO - Epoch [176][1200/1253] lr: 6.820e-02, eta: 1 day, 9:40:59, time: 1.110, data_time: 0.005, memory: 9059, top1_acc: 0.4680, top5_acc: 0.7133, loss_cls: 2.3313, loss: 2.3313, grad_norm: 2.2140 2020-07-19 23:56:04,569 - mmaction - INFO - Epoch [176][1220/1253] lr: 6.820e-02, eta: 1 day, 9:40:33, time: 1.101, data_time: 0.015, memory: 9059, top1_acc: 0.4859, top5_acc: 0.7208, loss_cls: 2.2462, loss: 2.2462, grad_norm: 2.2396 2020-07-19 23:56:25,779 - mmaction - INFO - Epoch [176][1240/1253] lr: 6.820e-02, eta: 1 day, 9:40:07, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4815, top5_acc: 0.7164, loss_cls: 2.2997, loss: 2.2997, grad_norm: 2.2392 2020-07-19 23:56:46,894 - mmaction - INFO - Saving checkpoint at 176 epochs 2020-07-20 00:00:47,331 - mmaction - INFO - Epoch [177][20/1253] lr: 6.666e-02, eta: 1 day, 9:41:40, time: 11.931, data_time: 10.717, memory: 9059, top1_acc: 0.4924, top5_acc: 0.7383, loss_cls: 2.2115, loss: 2.2115, grad_norm: 2.2341 2020-07-20 00:01:08,731 - mmaction - INFO - Epoch [177][40/1253] lr: 6.666e-02, eta: 1 day, 9:41:14, time: 1.083, data_time: 0.016, memory: 9059, top1_acc: 0.4852, top5_acc: 0.7206, loss_cls: 2.2589, loss: 2.2589, grad_norm: 2.1984 2020-07-20 00:01:29,944 - mmaction - INFO - Epoch [177][60/1253] lr: 6.666e-02, eta: 1 day, 9:40:48, time: 1.061, data_time: 0.003, memory: 9059, top1_acc: 0.4872, top5_acc: 0.7253, loss_cls: 2.2582, loss: 2.2582, grad_norm: 2.2465 2020-07-20 00:01:51,840 - mmaction - INFO - Epoch [177][80/1253] lr: 6.666e-02, eta: 1 day, 9:40:22, time: 1.094, data_time: 0.002, memory: 9059, top1_acc: 0.4719, top5_acc: 0.7099, loss_cls: 2.3180, loss: 2.3180, grad_norm: 2.3052 2020-07-20 00:02:13,145 - mmaction - INFO - Epoch [177][100/1253] lr: 6.666e-02, eta: 1 day, 9:39:56, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4870, top5_acc: 0.7232, loss_cls: 2.2425, loss: 2.2425, grad_norm: 2.2303 2020-07-20 00:02:34,519 - mmaction - INFO - Epoch [177][120/1253] lr: 6.666e-02, eta: 1 day, 9:39:30, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.4995, top5_acc: 0.7406, loss_cls: 2.2119, loss: 2.2119, grad_norm: 2.2653 2020-07-20 00:02:55,803 - mmaction - INFO - Epoch [177][140/1253] lr: 6.666e-02, eta: 1 day, 9:39:04, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4776, top5_acc: 0.7260, loss_cls: 2.2754, loss: 2.2754, grad_norm: 2.2768 2020-07-20 00:03:17,114 - mmaction - INFO - Epoch [177][160/1253] lr: 6.666e-02, eta: 1 day, 9:38:37, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4820, top5_acc: 0.7195, loss_cls: 2.2694, loss: 2.2694, grad_norm: 2.2313 2020-07-20 00:03:38,647 - mmaction - INFO - Epoch [177][180/1253] lr: 6.666e-02, eta: 1 day, 9:38:11, time: 1.076, data_time: 0.001, memory: 9059, top1_acc: 0.4839, top5_acc: 0.7258, loss_cls: 2.2769, loss: 2.2769, grad_norm: 2.2253 2020-07-20 00:04:00,208 - mmaction - INFO - Epoch [177][200/1253] lr: 6.666e-02, eta: 1 day, 9:37:46, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.4846, top5_acc: 0.7185, loss_cls: 2.2799, loss: 2.2799, grad_norm: 2.2697 2020-07-20 00:04:21,463 - mmaction - INFO - Epoch [177][220/1253] lr: 6.666e-02, eta: 1 day, 9:37:19, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4766, top5_acc: 0.7188, loss_cls: 2.2787, loss: 2.2787, grad_norm: 2.2628 2020-07-20 00:04:43,354 - mmaction - INFO - Epoch [177][240/1253] lr: 6.666e-02, eta: 1 day, 9:36:54, time: 1.094, data_time: 0.001, memory: 9059, top1_acc: 0.4818, top5_acc: 0.7188, loss_cls: 2.2561, loss: 2.2561, grad_norm: 2.2677 2020-07-20 00:05:04,778 - mmaction - INFO - Epoch [177][260/1253] lr: 6.666e-02, eta: 1 day, 9:36:28, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4961, top5_acc: 0.7258, loss_cls: 2.2317, loss: 2.2317, grad_norm: 2.2533 2020-07-20 00:05:25,930 - mmaction - INFO - Epoch [177][280/1253] lr: 6.666e-02, eta: 1 day, 9:36:01, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.4940, top5_acc: 0.7289, loss_cls: 2.2159, loss: 2.2159, grad_norm: 2.2557 2020-07-20 00:05:47,343 - mmaction - INFO - Epoch [177][300/1253] lr: 6.666e-02, eta: 1 day, 9:35:35, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4776, top5_acc: 0.7169, loss_cls: 2.2880, loss: 2.2880, grad_norm: 2.3099 2020-07-20 00:06:08,706 - mmaction - INFO - Epoch [177][320/1253] lr: 6.666e-02, eta: 1 day, 9:35:09, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4755, top5_acc: 0.7164, loss_cls: 2.3126, loss: 2.3126, grad_norm: 2.2982 2020-07-20 00:06:30,067 - mmaction - INFO - Epoch [177][340/1253] lr: 6.666e-02, eta: 1 day, 9:34:43, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4893, top5_acc: 0.7188, loss_cls: 2.2763, loss: 2.2763, grad_norm: 2.2077 2020-07-20 00:06:51,556 - mmaction - INFO - Epoch [177][360/1253] lr: 6.666e-02, eta: 1 day, 9:34:17, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.4776, top5_acc: 0.7195, loss_cls: 2.2968, loss: 2.2968, grad_norm: 2.2750 2020-07-20 00:07:12,838 - mmaction - INFO - Epoch [177][380/1253] lr: 6.666e-02, eta: 1 day, 9:33:51, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4799, top5_acc: 0.7310, loss_cls: 2.2599, loss: 2.2599, grad_norm: 2.2428 2020-07-20 00:07:34,483 - mmaction - INFO - Epoch [177][400/1253] lr: 6.666e-02, eta: 1 day, 9:33:25, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.4815, top5_acc: 0.7232, loss_cls: 2.2377, loss: 2.2377, grad_norm: 2.2266 2020-07-20 00:07:56,067 - mmaction - INFO - Epoch [177][420/1253] lr: 6.666e-02, eta: 1 day, 9:32:59, time: 1.080, data_time: 0.003, memory: 9059, top1_acc: 0.4768, top5_acc: 0.7078, loss_cls: 2.3452, loss: 2.3452, grad_norm: 2.2545 2020-07-20 00:08:17,415 - mmaction - INFO - Epoch [177][440/1253] lr: 6.666e-02, eta: 1 day, 9:32:33, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4701, top5_acc: 0.7148, loss_cls: 2.3010, loss: 2.3010, grad_norm: 2.2096 2020-07-20 00:08:38,891 - mmaction - INFO - Epoch [177][460/1253] lr: 6.666e-02, eta: 1 day, 9:32:07, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4859, top5_acc: 0.7195, loss_cls: 2.2654, loss: 2.2654, grad_norm: 2.2540 2020-07-20 00:09:00,275 - mmaction - INFO - Epoch [177][480/1253] lr: 6.666e-02, eta: 1 day, 9:31:41, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.4760, top5_acc: 0.7182, loss_cls: 2.2872, loss: 2.2872, grad_norm: 2.2141 2020-07-20 00:09:21,595 - mmaction - INFO - Epoch [177][500/1253] lr: 6.666e-02, eta: 1 day, 9:31:15, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4883, top5_acc: 0.7258, loss_cls: 2.2277, loss: 2.2277, grad_norm: 2.2013 2020-07-20 00:09:42,929 - mmaction - INFO - Epoch [177][520/1253] lr: 6.666e-02, eta: 1 day, 9:30:49, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4742, top5_acc: 0.7115, loss_cls: 2.3295, loss: 2.3295, grad_norm: 2.2458 2020-07-20 00:10:04,199 - mmaction - INFO - Epoch [177][540/1253] lr: 6.666e-02, eta: 1 day, 9:30:23, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4870, top5_acc: 0.7279, loss_cls: 2.2629, loss: 2.2629, grad_norm: 2.2476 2020-07-20 00:10:25,495 - mmaction - INFO - Epoch [177][560/1253] lr: 6.666e-02, eta: 1 day, 9:29:57, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.4823, top5_acc: 0.7198, loss_cls: 2.2970, loss: 2.2970, grad_norm: 2.2548 2020-07-20 00:10:47,684 - mmaction - INFO - Epoch [177][580/1253] lr: 6.666e-02, eta: 1 day, 9:29:31, time: 1.110, data_time: 0.002, memory: 9059, top1_acc: 0.4891, top5_acc: 0.7302, loss_cls: 2.2410, loss: 2.2410, grad_norm: 2.2660 2020-07-20 00:11:09,138 - mmaction - INFO - Epoch [177][600/1253] lr: 6.666e-02, eta: 1 day, 9:29:05, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4742, top5_acc: 0.7003, loss_cls: 2.3422, loss: 2.3422, grad_norm: 2.2568 2020-07-20 00:11:30,471 - mmaction - INFO - Epoch [177][620/1253] lr: 6.666e-02, eta: 1 day, 9:28:39, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.4773, top5_acc: 0.7221, loss_cls: 2.2958, loss: 2.2958, grad_norm: 2.2828 2020-07-20 00:11:52,499 - mmaction - INFO - Epoch [177][640/1253] lr: 6.666e-02, eta: 1 day, 9:28:13, time: 1.102, data_time: 0.002, memory: 9059, top1_acc: 0.4760, top5_acc: 0.7177, loss_cls: 2.2573, loss: 2.2573, grad_norm: 2.2552 2020-07-20 00:12:13,690 - mmaction - INFO - Epoch [177][660/1253] lr: 6.666e-02, eta: 1 day, 9:27:47, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.4833, top5_acc: 0.7221, loss_cls: 2.2660, loss: 2.2660, grad_norm: 2.2232 2020-07-20 00:12:34,854 - mmaction - INFO - Epoch [177][680/1253] lr: 6.666e-02, eta: 1 day, 9:27:21, time: 1.059, data_time: 0.003, memory: 9059, top1_acc: 0.4695, top5_acc: 0.7190, loss_cls: 2.2854, loss: 2.2854, grad_norm: 2.2399 2020-07-20 00:12:56,469 - mmaction - INFO - Epoch [177][700/1253] lr: 6.666e-02, eta: 1 day, 9:26:55, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.4893, top5_acc: 0.7208, loss_cls: 2.2440, loss: 2.2440, grad_norm: 2.2994 2020-07-20 00:13:18,410 - mmaction - INFO - Epoch [177][720/1253] lr: 6.666e-02, eta: 1 day, 9:26:29, time: 1.095, data_time: 0.002, memory: 9059, top1_acc: 0.4701, top5_acc: 0.7263, loss_cls: 2.3045, loss: 2.3045, grad_norm: 2.3068 2020-07-20 00:13:40,236 - mmaction - INFO - Epoch [177][740/1253] lr: 6.666e-02, eta: 1 day, 9:26:04, time: 1.092, data_time: 0.003, memory: 9059, top1_acc: 0.4672, top5_acc: 0.7141, loss_cls: 2.3294, loss: 2.3294, grad_norm: 2.2711 2020-07-20 00:14:01,487 - mmaction - INFO - Epoch [177][760/1253] lr: 6.666e-02, eta: 1 day, 9:25:38, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4737, top5_acc: 0.7104, loss_cls: 2.3366, loss: 2.3366, grad_norm: 2.2949 2020-07-20 00:14:22,774 - mmaction - INFO - Epoch [177][780/1253] lr: 6.666e-02, eta: 1 day, 9:25:11, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.4836, top5_acc: 0.7201, loss_cls: 2.2834, loss: 2.2834, grad_norm: 2.2340 2020-07-20 00:14:44,413 - mmaction - INFO - Epoch [177][800/1253] lr: 6.666e-02, eta: 1 day, 9:24:46, time: 1.083, data_time: 0.003, memory: 9059, top1_acc: 0.4760, top5_acc: 0.7130, loss_cls: 2.3156, loss: 2.3156, grad_norm: 2.2888 2020-07-20 00:15:05,770 - mmaction - INFO - Epoch [177][820/1253] lr: 6.666e-02, eta: 1 day, 9:24:19, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.4779, top5_acc: 0.7180, loss_cls: 2.2941, loss: 2.2941, grad_norm: 2.2354 2020-07-20 00:15:27,027 - mmaction - INFO - Epoch [177][840/1253] lr: 6.666e-02, eta: 1 day, 9:23:53, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4714, top5_acc: 0.7143, loss_cls: 2.3010, loss: 2.3010, grad_norm: 2.2678 2020-07-20 00:15:48,445 - mmaction - INFO - Epoch [177][860/1253] lr: 6.666e-02, eta: 1 day, 9:23:27, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4737, top5_acc: 0.7161, loss_cls: 2.3009, loss: 2.3009, grad_norm: 2.3178 2020-07-20 00:16:09,814 - mmaction - INFO - Epoch [177][880/1253] lr: 6.666e-02, eta: 1 day, 9:23:01, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4867, top5_acc: 0.7198, loss_cls: 2.2591, loss: 2.2591, grad_norm: 2.2407 2020-07-20 00:16:31,025 - mmaction - INFO - Epoch [177][900/1253] lr: 6.666e-02, eta: 1 day, 9:22:35, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4919, top5_acc: 0.7198, loss_cls: 2.2671, loss: 2.2671, grad_norm: 2.2343 2020-07-20 00:16:52,160 - mmaction - INFO - Epoch [177][920/1253] lr: 6.666e-02, eta: 1 day, 9:22:09, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.4945, top5_acc: 0.7326, loss_cls: 2.2172, loss: 2.2172, grad_norm: 2.2845 2020-07-20 00:17:14,029 - mmaction - INFO - Epoch [177][940/1253] lr: 6.666e-02, eta: 1 day, 9:21:43, time: 1.094, data_time: 0.003, memory: 9059, top1_acc: 0.4698, top5_acc: 0.7180, loss_cls: 2.3198, loss: 2.3198, grad_norm: 2.3391 2020-07-20 00:17:35,543 - mmaction - INFO - Epoch [177][960/1253] lr: 6.666e-02, eta: 1 day, 9:21:17, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.4674, top5_acc: 0.7169, loss_cls: 2.3299, loss: 2.3299, grad_norm: 2.2979 2020-07-20 00:17:56,766 - mmaction - INFO - Epoch [177][980/1253] lr: 6.666e-02, eta: 1 day, 9:20:51, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4802, top5_acc: 0.7250, loss_cls: 2.2714, loss: 2.2714, grad_norm: 2.2103 2020-07-20 00:18:18,071 - mmaction - INFO - Epoch [177][1000/1253] lr: 6.666e-02, eta: 1 day, 9:20:25, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4763, top5_acc: 0.7130, loss_cls: 2.3152, loss: 2.3152, grad_norm: 2.2682 2020-07-20 00:18:39,553 - mmaction - INFO - Epoch [177][1020/1253] lr: 6.666e-02, eta: 1 day, 9:19:59, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.4656, top5_acc: 0.7065, loss_cls: 2.3455, loss: 2.3455, grad_norm: 2.2126 2020-07-20 00:19:01,076 - mmaction - INFO - Epoch [177][1040/1253] lr: 6.666e-02, eta: 1 day, 9:19:33, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.4745, top5_acc: 0.7216, loss_cls: 2.2795, loss: 2.2795, grad_norm: 2.2373 2020-07-20 00:19:22,371 - mmaction - INFO - Epoch [177][1060/1253] lr: 6.666e-02, eta: 1 day, 9:19:07, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.4828, top5_acc: 0.7198, loss_cls: 2.2805, loss: 2.2805, grad_norm: 2.2771 2020-07-20 00:19:43,768 - mmaction - INFO - Epoch [177][1080/1253] lr: 6.666e-02, eta: 1 day, 9:18:41, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4651, top5_acc: 0.7083, loss_cls: 2.3341, loss: 2.3341, grad_norm: 2.2365 2020-07-20 00:20:05,646 - mmaction - INFO - Epoch [177][1100/1253] lr: 6.666e-02, eta: 1 day, 9:18:15, time: 1.094, data_time: 0.002, memory: 9059, top1_acc: 0.4839, top5_acc: 0.7143, loss_cls: 2.2886, loss: 2.2886, grad_norm: 2.2353 2020-07-20 00:20:27,507 - mmaction - INFO - Epoch [177][1120/1253] lr: 6.666e-02, eta: 1 day, 9:17:50, time: 1.093, data_time: 0.024, memory: 9059, top1_acc: 0.4719, top5_acc: 0.7039, loss_cls: 2.3685, loss: 2.3685, grad_norm: 2.2338 2020-07-20 00:20:49,327 - mmaction - INFO - Epoch [177][1140/1253] lr: 6.666e-02, eta: 1 day, 9:17:24, time: 1.091, data_time: 0.002, memory: 9059, top1_acc: 0.4672, top5_acc: 0.7180, loss_cls: 2.2984, loss: 2.2984, grad_norm: 2.3165 2020-07-20 00:21:10,660 - mmaction - INFO - Epoch [177][1160/1253] lr: 6.666e-02, eta: 1 day, 9:16:58, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4833, top5_acc: 0.7240, loss_cls: 2.2469, loss: 2.2469, grad_norm: 2.2360 2020-07-20 00:21:32,504 - mmaction - INFO - Epoch [177][1180/1253] lr: 6.666e-02, eta: 1 day, 9:16:32, time: 1.093, data_time: 0.014, memory: 9059, top1_acc: 0.4911, top5_acc: 0.7253, loss_cls: 2.2599, loss: 2.2599, grad_norm: 2.2583 2020-07-20 00:21:53,868 - mmaction - INFO - Epoch [177][1200/1253] lr: 6.666e-02, eta: 1 day, 9:16:06, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4755, top5_acc: 0.7255, loss_cls: 2.2755, loss: 2.2755, grad_norm: 2.2489 2020-07-20 00:22:15,101 - mmaction - INFO - Epoch [177][1220/1253] lr: 6.666e-02, eta: 1 day, 9:15:40, time: 1.066, data_time: 0.007, memory: 9059, top1_acc: 0.4633, top5_acc: 0.7096, loss_cls: 2.3602, loss: 2.3602, grad_norm: 2.2344 2020-07-20 00:22:36,382 - mmaction - INFO - Epoch [177][1240/1253] lr: 6.666e-02, eta: 1 day, 9:15:14, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4747, top5_acc: 0.7125, loss_cls: 2.3340, loss: 2.3340, grad_norm: 2.2321 2020-07-20 00:26:15,274 - mmaction - INFO - Epoch [178][20/1253] lr: 6.514e-02, eta: 1 day, 9:16:17, time: 9.849, data_time: 8.363, memory: 9059, top1_acc: 0.4896, top5_acc: 0.7240, loss_cls: 2.2618, loss: 2.2618, grad_norm: 2.2730 2020-07-20 00:26:36,828 - mmaction - INFO - Epoch [178][40/1253] lr: 6.514e-02, eta: 1 day, 9:15:51, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.4885, top5_acc: 0.7263, loss_cls: 2.2284, loss: 2.2284, grad_norm: 2.2037 2020-07-20 00:26:58,160 - mmaction - INFO - Epoch [178][60/1253] lr: 6.514e-02, eta: 1 day, 9:15:25, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4852, top5_acc: 0.7268, loss_cls: 2.2798, loss: 2.2798, grad_norm: 2.2989 2020-07-20 00:27:19,528 - mmaction - INFO - Epoch [178][80/1253] lr: 6.514e-02, eta: 1 day, 9:14:58, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5081, top5_acc: 0.7404, loss_cls: 2.1454, loss: 2.1454, grad_norm: 2.2174 2020-07-20 00:27:40,971 - mmaction - INFO - Epoch [178][100/1253] lr: 6.514e-02, eta: 1 day, 9:14:32, time: 1.073, data_time: 0.003, memory: 9059, top1_acc: 0.4828, top5_acc: 0.7273, loss_cls: 2.2711, loss: 2.2711, grad_norm: 2.3171 2020-07-20 00:28:02,152 - mmaction - INFO - Epoch [178][120/1253] lr: 6.514e-02, eta: 1 day, 9:14:06, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4797, top5_acc: 0.7167, loss_cls: 2.2898, loss: 2.2898, grad_norm: 2.3041 2020-07-20 00:28:23,367 - mmaction - INFO - Epoch [178][140/1253] lr: 6.514e-02, eta: 1 day, 9:13:40, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4839, top5_acc: 0.7286, loss_cls: 2.2577, loss: 2.2577, grad_norm: 2.2828 2020-07-20 00:28:44,652 - mmaction - INFO - Epoch [178][160/1253] lr: 6.514e-02, eta: 1 day, 9:13:14, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4924, top5_acc: 0.7326, loss_cls: 2.1906, loss: 2.1906, grad_norm: 2.2106 2020-07-20 00:29:06,327 - mmaction - INFO - Epoch [178][180/1253] lr: 6.514e-02, eta: 1 day, 9:12:48, time: 1.084, data_time: 0.002, memory: 9059, top1_acc: 0.4693, top5_acc: 0.7133, loss_cls: 2.3269, loss: 2.3269, grad_norm: 2.2924 2020-07-20 00:29:27,620 - mmaction - INFO - Epoch [178][200/1253] lr: 6.514e-02, eta: 1 day, 9:12:22, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4909, top5_acc: 0.7193, loss_cls: 2.2369, loss: 2.2369, grad_norm: 2.2316 2020-07-20 00:29:48,939 - mmaction - INFO - Epoch [178][220/1253] lr: 6.514e-02, eta: 1 day, 9:11:56, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4716, top5_acc: 0.7057, loss_cls: 2.3601, loss: 2.3601, grad_norm: 2.2649 2020-07-20 00:30:10,228 - mmaction - INFO - Epoch [178][240/1253] lr: 6.514e-02, eta: 1 day, 9:11:30, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4943, top5_acc: 0.7365, loss_cls: 2.2156, loss: 2.2156, grad_norm: 2.2357 2020-07-20 00:30:32,278 - mmaction - INFO - Epoch [178][260/1253] lr: 6.514e-02, eta: 1 day, 9:11:04, time: 1.103, data_time: 0.002, memory: 9059, top1_acc: 0.4810, top5_acc: 0.7141, loss_cls: 2.2844, loss: 2.2844, grad_norm: 2.2497 2020-07-20 00:30:53,769 - mmaction - INFO - Epoch [178][280/1253] lr: 6.514e-02, eta: 1 day, 9:10:38, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4870, top5_acc: 0.7258, loss_cls: 2.2494, loss: 2.2494, grad_norm: 2.2799 2020-07-20 00:31:15,116 - mmaction - INFO - Epoch [178][300/1253] lr: 6.514e-02, eta: 1 day, 9:10:12, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4773, top5_acc: 0.7169, loss_cls: 2.2990, loss: 2.2990, grad_norm: 2.3113 2020-07-20 00:31:36,721 - mmaction - INFO - Epoch [178][320/1253] lr: 6.514e-02, eta: 1 day, 9:09:46, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.4813, top5_acc: 0.7229, loss_cls: 2.2819, loss: 2.2819, grad_norm: 2.3250 2020-07-20 00:31:57,967 - mmaction - INFO - Epoch [178][340/1253] lr: 6.514e-02, eta: 1 day, 9:09:20, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4807, top5_acc: 0.7130, loss_cls: 2.3289, loss: 2.3289, grad_norm: 2.3069 2020-07-20 00:32:19,675 - mmaction - INFO - Epoch [178][360/1253] lr: 6.514e-02, eta: 1 day, 9:08:54, time: 1.084, data_time: 0.002, memory: 9059, top1_acc: 0.4810, top5_acc: 0.7250, loss_cls: 2.2921, loss: 2.2921, grad_norm: 2.3409 2020-07-20 00:32:40,881 - mmaction - INFO - Epoch [178][380/1253] lr: 6.514e-02, eta: 1 day, 9:08:28, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.4776, top5_acc: 0.7094, loss_cls: 2.3264, loss: 2.3264, grad_norm: 2.2698 2020-07-20 00:33:02,126 - mmaction - INFO - Epoch [178][400/1253] lr: 6.514e-02, eta: 1 day, 9:08:02, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4820, top5_acc: 0.7237, loss_cls: 2.2669, loss: 2.2669, grad_norm: 2.2399 2020-07-20 00:33:23,521 - mmaction - INFO - Epoch [178][420/1253] lr: 6.514e-02, eta: 1 day, 9:07:36, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.4719, top5_acc: 0.7125, loss_cls: 2.3243, loss: 2.3243, grad_norm: 2.2863 2020-07-20 00:33:44,821 - mmaction - INFO - Epoch [178][440/1253] lr: 6.514e-02, eta: 1 day, 9:07:10, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4789, top5_acc: 0.7268, loss_cls: 2.2598, loss: 2.2598, grad_norm: 2.2676 2020-07-20 00:34:06,004 - mmaction - INFO - Epoch [178][460/1253] lr: 6.514e-02, eta: 1 day, 9:06:44, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4771, top5_acc: 0.7208, loss_cls: 2.2660, loss: 2.2660, grad_norm: 2.2377 2020-07-20 00:34:28,069 - mmaction - INFO - Epoch [178][480/1253] lr: 6.514e-02, eta: 1 day, 9:06:18, time: 1.102, data_time: 0.002, memory: 9059, top1_acc: 0.4779, top5_acc: 0.7255, loss_cls: 2.2610, loss: 2.2610, grad_norm: 2.2606 2020-07-20 00:34:49,328 - mmaction - INFO - Epoch [178][500/1253] lr: 6.514e-02, eta: 1 day, 9:05:52, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.4773, top5_acc: 0.7253, loss_cls: 2.2954, loss: 2.2954, grad_norm: 2.3211 2020-07-20 00:35:10,513 - mmaction - INFO - Epoch [178][520/1253] lr: 6.514e-02, eta: 1 day, 9:05:26, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4849, top5_acc: 0.7260, loss_cls: 2.2544, loss: 2.2544, grad_norm: 2.3016 2020-07-20 00:35:31,977 - mmaction - INFO - Epoch [178][540/1253] lr: 6.514e-02, eta: 1 day, 9:05:00, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.4872, top5_acc: 0.7148, loss_cls: 2.2734, loss: 2.2734, grad_norm: 2.2617 2020-07-20 00:35:53,423 - mmaction - INFO - Epoch [178][560/1253] lr: 6.514e-02, eta: 1 day, 9:04:34, time: 1.072, data_time: 0.001, memory: 9059, top1_acc: 0.4852, top5_acc: 0.7146, loss_cls: 2.2809, loss: 2.2809, grad_norm: 2.2470 2020-07-20 00:36:14,709 - mmaction - INFO - Epoch [178][580/1253] lr: 6.514e-02, eta: 1 day, 9:04:08, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.4870, top5_acc: 0.7161, loss_cls: 2.2918, loss: 2.2918, grad_norm: 2.2560 2020-07-20 00:36:36,012 - mmaction - INFO - Epoch [178][600/1253] lr: 6.514e-02, eta: 1 day, 9:03:42, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4799, top5_acc: 0.7229, loss_cls: 2.2773, loss: 2.2773, grad_norm: 2.3066 2020-07-20 00:36:57,518 - mmaction - INFO - Epoch [178][620/1253] lr: 6.514e-02, eta: 1 day, 9:03:16, time: 1.076, data_time: 0.003, memory: 9059, top1_acc: 0.4766, top5_acc: 0.7172, loss_cls: 2.2858, loss: 2.2858, grad_norm: 2.2944 2020-07-20 00:37:18,708 - mmaction - INFO - Epoch [178][640/1253] lr: 6.514e-02, eta: 1 day, 9:02:50, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4872, top5_acc: 0.7268, loss_cls: 2.2632, loss: 2.2632, grad_norm: 2.2310 2020-07-20 00:37:40,072 - mmaction - INFO - Epoch [178][660/1253] lr: 6.514e-02, eta: 1 day, 9:02:24, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.4844, top5_acc: 0.7284, loss_cls: 2.2450, loss: 2.2450, grad_norm: 2.2256 2020-07-20 00:38:01,840 - mmaction - INFO - Epoch [178][680/1253] lr: 6.514e-02, eta: 1 day, 9:01:58, time: 1.089, data_time: 0.003, memory: 9059, top1_acc: 0.4802, top5_acc: 0.7206, loss_cls: 2.2805, loss: 2.2805, grad_norm: 2.2519 2020-07-20 00:38:23,315 - mmaction - INFO - Epoch [178][700/1253] lr: 6.514e-02, eta: 1 day, 9:01:32, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.4680, top5_acc: 0.7036, loss_cls: 2.3482, loss: 2.3482, grad_norm: 2.2837 2020-07-20 00:38:44,665 - mmaction - INFO - Epoch [178][720/1253] lr: 6.514e-02, eta: 1 day, 9:01:06, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.4802, top5_acc: 0.7180, loss_cls: 2.2825, loss: 2.2825, grad_norm: 2.2923 2020-07-20 00:39:06,152 - mmaction - INFO - Epoch [178][740/1253] lr: 6.514e-02, eta: 1 day, 9:00:40, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.4872, top5_acc: 0.7242, loss_cls: 2.2652, loss: 2.2652, grad_norm: 2.2664 2020-07-20 00:39:27,491 - mmaction - INFO - Epoch [178][760/1253] lr: 6.514e-02, eta: 1 day, 9:00:14, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4922, top5_acc: 0.7328, loss_cls: 2.2348, loss: 2.2348, grad_norm: 2.2682 2020-07-20 00:39:48,699 - mmaction - INFO - Epoch [178][780/1253] lr: 6.514e-02, eta: 1 day, 8:59:48, time: 1.059, data_time: 0.001, memory: 9059, top1_acc: 0.4828, top5_acc: 0.7286, loss_cls: 2.2618, loss: 2.2618, grad_norm: 2.2483 2020-07-20 00:40:09,960 - mmaction - INFO - Epoch [178][800/1253] lr: 6.514e-02, eta: 1 day, 8:59:22, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.4846, top5_acc: 0.7104, loss_cls: 2.2807, loss: 2.2807, grad_norm: 2.2386 2020-07-20 00:40:31,309 - mmaction - INFO - Epoch [178][820/1253] lr: 6.514e-02, eta: 1 day, 8:58:56, time: 1.068, data_time: 0.004, memory: 9059, top1_acc: 0.4810, top5_acc: 0.7185, loss_cls: 2.2946, loss: 2.2946, grad_norm: 2.2675 2020-07-20 00:40:52,901 - mmaction - INFO - Epoch [178][840/1253] lr: 6.514e-02, eta: 1 day, 8:58:30, time: 1.079, data_time: 0.001, memory: 9059, top1_acc: 0.4854, top5_acc: 0.7221, loss_cls: 2.2748, loss: 2.2748, grad_norm: 2.2351 2020-07-20 00:41:14,891 - mmaction - INFO - Epoch [178][860/1253] lr: 6.514e-02, eta: 1 day, 8:58:05, time: 1.099, data_time: 0.002, memory: 9059, top1_acc: 0.4893, top5_acc: 0.7302, loss_cls: 2.2750, loss: 2.2750, grad_norm: 2.2304 2020-07-20 00:41:36,199 - mmaction - INFO - Epoch [178][880/1253] lr: 6.514e-02, eta: 1 day, 8:57:39, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4815, top5_acc: 0.7229, loss_cls: 2.2505, loss: 2.2505, grad_norm: 2.2532 2020-07-20 00:41:57,703 - mmaction - INFO - Epoch [178][900/1253] lr: 6.514e-02, eta: 1 day, 8:57:13, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4932, top5_acc: 0.7133, loss_cls: 2.2929, loss: 2.2929, grad_norm: 2.2334 2020-07-20 00:42:18,915 - mmaction - INFO - Epoch [178][920/1253] lr: 6.514e-02, eta: 1 day, 8:56:47, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4872, top5_acc: 0.7320, loss_cls: 2.2320, loss: 2.2320, grad_norm: 2.2937 2020-07-20 00:42:40,348 - mmaction - INFO - Epoch [178][940/1253] lr: 6.514e-02, eta: 1 day, 8:56:21, time: 1.074, data_time: 0.003, memory: 9059, top1_acc: 0.4818, top5_acc: 0.7268, loss_cls: 2.2360, loss: 2.2360, grad_norm: 2.2597 2020-07-20 00:43:01,552 - mmaction - INFO - Epoch [178][960/1253] lr: 6.514e-02, eta: 1 day, 8:55:54, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.4852, top5_acc: 0.7193, loss_cls: 2.2827, loss: 2.2827, grad_norm: 2.2745 2020-07-20 00:43:22,770 - mmaction - INFO - Epoch [178][980/1253] lr: 6.514e-02, eta: 1 day, 8:55:28, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4727, top5_acc: 0.7104, loss_cls: 2.3409, loss: 2.3409, grad_norm: 2.2783 2020-07-20 00:43:44,304 - mmaction - INFO - Epoch [178][1000/1253] lr: 6.514e-02, eta: 1 day, 8:55:02, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4828, top5_acc: 0.7260, loss_cls: 2.2486, loss: 2.2486, grad_norm: 2.2804 2020-07-20 00:44:06,154 - mmaction - INFO - Epoch [178][1020/1253] lr: 6.514e-02, eta: 1 day, 8:54:37, time: 1.092, data_time: 0.003, memory: 9059, top1_acc: 0.4776, top5_acc: 0.7115, loss_cls: 2.3062, loss: 2.3062, grad_norm: 2.2393 2020-07-20 00:44:27,390 - mmaction - INFO - Epoch [178][1040/1253] lr: 6.514e-02, eta: 1 day, 8:54:11, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.4799, top5_acc: 0.7128, loss_cls: 2.3000, loss: 2.3000, grad_norm: 2.2586 2020-07-20 00:44:49,086 - mmaction - INFO - Epoch [178][1060/1253] lr: 6.514e-02, eta: 1 day, 8:53:45, time: 1.084, data_time: 0.002, memory: 9059, top1_acc: 0.4721, top5_acc: 0.7203, loss_cls: 2.2868, loss: 2.2868, grad_norm: 2.2632 2020-07-20 00:45:10,225 - mmaction - INFO - Epoch [178][1080/1253] lr: 6.514e-02, eta: 1 day, 8:53:19, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.4737, top5_acc: 0.7138, loss_cls: 2.3262, loss: 2.3262, grad_norm: 2.2568 2020-07-20 00:45:31,520 - mmaction - INFO - Epoch [178][1100/1253] lr: 6.514e-02, eta: 1 day, 8:52:53, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4784, top5_acc: 0.7148, loss_cls: 2.3170, loss: 2.3170, grad_norm: 2.2386 2020-07-20 00:45:52,934 - mmaction - INFO - Epoch [178][1120/1253] lr: 6.514e-02, eta: 1 day, 8:52:27, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.4792, top5_acc: 0.7188, loss_cls: 2.2959, loss: 2.2959, grad_norm: 2.2527 2020-07-20 00:46:14,460 - mmaction - INFO - Epoch [178][1140/1253] lr: 6.514e-02, eta: 1 day, 8:52:01, time: 1.077, data_time: 0.003, memory: 9059, top1_acc: 0.4820, top5_acc: 0.7193, loss_cls: 2.2735, loss: 2.2735, grad_norm: 2.2638 2020-07-20 00:46:35,790 - mmaction - INFO - Epoch [178][1160/1253] lr: 6.514e-02, eta: 1 day, 8:51:35, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4734, top5_acc: 0.7195, loss_cls: 2.3081, loss: 2.3081, grad_norm: 2.2963 2020-07-20 00:46:57,092 - mmaction - INFO - Epoch [178][1180/1253] lr: 6.514e-02, eta: 1 day, 8:51:09, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5034, top5_acc: 0.7279, loss_cls: 2.1708, loss: 2.1708, grad_norm: 2.2098 2020-07-20 00:47:18,223 - mmaction - INFO - Epoch [178][1200/1253] lr: 6.514e-02, eta: 1 day, 8:50:43, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.4982, top5_acc: 0.7299, loss_cls: 2.2294, loss: 2.2294, grad_norm: 2.3344 2020-07-20 00:47:39,770 - mmaction - INFO - Epoch [178][1220/1253] lr: 6.514e-02, eta: 1 day, 8:50:17, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.4727, top5_acc: 0.7253, loss_cls: 2.3040, loss: 2.3040, grad_norm: 2.3201 2020-07-20 00:48:00,966 - mmaction - INFO - Epoch [178][1240/1253] lr: 6.514e-02, eta: 1 day, 8:49:51, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4917, top5_acc: 0.7326, loss_cls: 2.2145, loss: 2.2145, grad_norm: 2.2790 2020-07-20 00:51:39,103 - mmaction - INFO - Epoch [179][20/1253] lr: 6.363e-02, eta: 1 day, 8:50:52, time: 9.910, data_time: 8.710, memory: 9059, top1_acc: 0.4789, top5_acc: 0.7245, loss_cls: 2.2313, loss: 2.2313, grad_norm: 2.2566 2020-07-20 00:52:00,990 - mmaction - INFO - Epoch [179][40/1253] lr: 6.363e-02, eta: 1 day, 8:50:26, time: 1.095, data_time: 0.003, memory: 9059, top1_acc: 0.4826, top5_acc: 0.7253, loss_cls: 2.2574, loss: 2.2574, grad_norm: 2.2424 2020-07-20 00:52:22,447 - mmaction - INFO - Epoch [179][60/1253] lr: 6.363e-02, eta: 1 day, 8:50:00, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4943, top5_acc: 0.7271, loss_cls: 2.2435, loss: 2.2435, grad_norm: 2.2769 2020-07-20 00:52:43,633 - mmaction - INFO - Epoch [179][80/1253] lr: 6.363e-02, eta: 1 day, 8:49:34, time: 1.061, data_time: 0.003, memory: 9059, top1_acc: 0.4839, top5_acc: 0.7318, loss_cls: 2.2426, loss: 2.2426, grad_norm: 2.3133 2020-07-20 00:53:04,813 - mmaction - INFO - Epoch [179][100/1253] lr: 6.363e-02, eta: 1 day, 8:49:08, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4799, top5_acc: 0.7211, loss_cls: 2.2600, loss: 2.2600, grad_norm: 2.3462 2020-07-20 00:53:25,894 - mmaction - INFO - Epoch [179][120/1253] lr: 6.363e-02, eta: 1 day, 8:48:42, time: 1.054, data_time: 0.001, memory: 9059, top1_acc: 0.4862, top5_acc: 0.7260, loss_cls: 2.2413, loss: 2.2413, grad_norm: 2.2843 2020-07-20 00:53:47,208 - mmaction - INFO - Epoch [179][140/1253] lr: 6.363e-02, eta: 1 day, 8:48:16, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4932, top5_acc: 0.7203, loss_cls: 2.2609, loss: 2.2609, grad_norm: 2.2870 2020-07-20 00:54:09,016 - mmaction - INFO - Epoch [179][160/1253] lr: 6.363e-02, eta: 1 day, 8:47:50, time: 1.090, data_time: 0.001, memory: 9059, top1_acc: 0.4854, top5_acc: 0.7221, loss_cls: 2.2549, loss: 2.2549, grad_norm: 2.2616 2020-07-20 00:54:30,224 - mmaction - INFO - Epoch [179][180/1253] lr: 6.363e-02, eta: 1 day, 8:47:24, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.4924, top5_acc: 0.7232, loss_cls: 2.2453, loss: 2.2453, grad_norm: 2.2406 2020-07-20 00:54:51,476 - mmaction - INFO - Epoch [179][200/1253] lr: 6.363e-02, eta: 1 day, 8:46:58, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4878, top5_acc: 0.7177, loss_cls: 2.2814, loss: 2.2814, grad_norm: 2.3169 2020-07-20 00:55:13,162 - mmaction - INFO - Epoch [179][220/1253] lr: 6.363e-02, eta: 1 day, 8:46:32, time: 1.085, data_time: 0.002, memory: 9059, top1_acc: 0.4849, top5_acc: 0.7273, loss_cls: 2.2411, loss: 2.2411, grad_norm: 2.3313 2020-07-20 00:55:34,772 - mmaction - INFO - Epoch [179][240/1253] lr: 6.363e-02, eta: 1 day, 8:46:06, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.4839, top5_acc: 0.7253, loss_cls: 2.2323, loss: 2.2323, grad_norm: 2.2623 2020-07-20 00:55:55,983 - mmaction - INFO - Epoch [179][260/1253] lr: 6.363e-02, eta: 1 day, 8:45:40, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4833, top5_acc: 0.7206, loss_cls: 2.2555, loss: 2.2555, grad_norm: 2.3096 2020-07-20 00:56:17,177 - mmaction - INFO - Epoch [179][280/1253] lr: 6.363e-02, eta: 1 day, 8:45:14, time: 1.060, data_time: 0.003, memory: 9059, top1_acc: 0.4823, top5_acc: 0.7172, loss_cls: 2.2596, loss: 2.2596, grad_norm: 2.2631 2020-07-20 00:56:38,545 - mmaction - INFO - Epoch [179][300/1253] lr: 6.363e-02, eta: 1 day, 8:44:48, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4914, top5_acc: 0.7307, loss_cls: 2.1988, loss: 2.1988, grad_norm: 2.2632 2020-07-20 00:56:59,834 - mmaction - INFO - Epoch [179][320/1253] lr: 6.363e-02, eta: 1 day, 8:44:22, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.4956, top5_acc: 0.7260, loss_cls: 2.2411, loss: 2.2411, grad_norm: 2.3175 2020-07-20 00:57:21,333 - mmaction - INFO - Epoch [179][340/1253] lr: 6.363e-02, eta: 1 day, 8:43:56, time: 1.076, data_time: 0.003, memory: 9059, top1_acc: 0.4771, top5_acc: 0.7240, loss_cls: 2.2455, loss: 2.2455, grad_norm: 2.3163 2020-07-20 00:57:42,675 - mmaction - INFO - Epoch [179][360/1253] lr: 6.363e-02, eta: 1 day, 8:43:30, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4896, top5_acc: 0.7260, loss_cls: 2.2416, loss: 2.2416, grad_norm: 2.3097 2020-07-20 00:58:04,185 - mmaction - INFO - Epoch [179][380/1253] lr: 6.363e-02, eta: 1 day, 8:43:04, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4867, top5_acc: 0.7284, loss_cls: 2.2289, loss: 2.2289, grad_norm: 2.2844 2020-07-20 00:58:25,394 - mmaction - INFO - Epoch [179][400/1253] lr: 6.363e-02, eta: 1 day, 8:42:38, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4901, top5_acc: 0.7172, loss_cls: 2.2851, loss: 2.2851, grad_norm: 2.2721 2020-07-20 00:58:46,759 - mmaction - INFO - Epoch [179][420/1253] lr: 6.363e-02, eta: 1 day, 8:42:12, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4820, top5_acc: 0.7169, loss_cls: 2.2827, loss: 2.2827, grad_norm: 2.2719 2020-07-20 00:59:08,210 - mmaction - INFO - Epoch [179][440/1253] lr: 6.363e-02, eta: 1 day, 8:41:46, time: 1.072, data_time: 0.001, memory: 9059, top1_acc: 0.4768, top5_acc: 0.7065, loss_cls: 2.3422, loss: 2.3422, grad_norm: 2.2594 2020-07-20 00:59:29,783 - mmaction - INFO - Epoch [179][460/1253] lr: 6.363e-02, eta: 1 day, 8:41:20, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.4818, top5_acc: 0.7206, loss_cls: 2.2789, loss: 2.2789, grad_norm: 2.2549 2020-07-20 00:59:51,009 - mmaction - INFO - Epoch [179][480/1253] lr: 6.363e-02, eta: 1 day, 8:40:54, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4943, top5_acc: 0.7253, loss_cls: 2.2468, loss: 2.2468, grad_norm: 2.2712 2020-07-20 01:00:20,941 - mmaction - INFO - Epoch [179][500/1253] lr: 6.363e-02, eta: 1 day, 8:40:34, time: 1.490, data_time: 0.003, memory: 9059, top1_acc: 0.4797, top5_acc: 0.7206, loss_cls: 2.3010, loss: 2.3010, grad_norm: 2.2696 2020-07-20 01:00:43,148 - mmaction - INFO - Epoch [179][520/1253] lr: 6.363e-02, eta: 1 day, 8:40:08, time: 1.118, data_time: 0.015, memory: 9059, top1_acc: 0.4987, top5_acc: 0.7229, loss_cls: 2.2341, loss: 2.2341, grad_norm: 2.2658 2020-07-20 01:01:04,556 - mmaction - INFO - Epoch [179][540/1253] lr: 6.363e-02, eta: 1 day, 8:39:42, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4909, top5_acc: 0.7245, loss_cls: 2.2389, loss: 2.2389, grad_norm: 2.2567 2020-07-20 01:01:25,967 - mmaction - INFO - Epoch [179][560/1253] lr: 6.363e-02, eta: 1 day, 8:39:16, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4844, top5_acc: 0.7227, loss_cls: 2.2564, loss: 2.2564, grad_norm: 2.3206 2020-07-20 01:01:47,123 - mmaction - INFO - Epoch [179][580/1253] lr: 6.363e-02, eta: 1 day, 8:38:50, time: 1.055, data_time: 0.001, memory: 9059, top1_acc: 0.4930, top5_acc: 0.7260, loss_cls: 2.2299, loss: 2.2299, grad_norm: 2.2934 2020-07-20 01:02:08,438 - mmaction - INFO - Epoch [179][600/1253] lr: 6.363e-02, eta: 1 day, 8:38:24, time: 1.068, data_time: 0.004, memory: 9059, top1_acc: 0.4875, top5_acc: 0.7156, loss_cls: 2.2776, loss: 2.2776, grad_norm: 2.3239 2020-07-20 01:02:30,341 - mmaction - INFO - Epoch [179][620/1253] lr: 6.363e-02, eta: 1 day, 8:37:59, time: 1.095, data_time: 0.002, memory: 9059, top1_acc: 0.4875, top5_acc: 0.7323, loss_cls: 2.2492, loss: 2.2492, grad_norm: 2.3176 2020-07-20 01:02:51,568 - mmaction - INFO - Epoch [179][640/1253] lr: 6.363e-02, eta: 1 day, 8:37:33, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4773, top5_acc: 0.7148, loss_cls: 2.2993, loss: 2.2993, grad_norm: 2.2751 2020-07-20 01:03:13,349 - mmaction - INFO - Epoch [179][660/1253] lr: 6.363e-02, eta: 1 day, 8:37:07, time: 1.089, data_time: 0.002, memory: 9059, top1_acc: 0.4685, top5_acc: 0.7169, loss_cls: 2.3273, loss: 2.3273, grad_norm: 2.2995 2020-07-20 01:03:34,910 - mmaction - INFO - Epoch [179][680/1253] lr: 6.363e-02, eta: 1 day, 8:36:41, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.4898, top5_acc: 0.7258, loss_cls: 2.2584, loss: 2.2584, grad_norm: 2.2752 2020-07-20 01:03:56,162 - mmaction - INFO - Epoch [179][700/1253] lr: 6.363e-02, eta: 1 day, 8:36:15, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4914, top5_acc: 0.7273, loss_cls: 2.2255, loss: 2.2255, grad_norm: 2.3015 2020-07-20 01:04:17,565 - mmaction - INFO - Epoch [179][720/1253] lr: 6.363e-02, eta: 1 day, 8:35:49, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.4964, top5_acc: 0.7245, loss_cls: 2.2484, loss: 2.2484, grad_norm: 2.2884 2020-07-20 01:04:38,975 - mmaction - INFO - Epoch [179][740/1253] lr: 6.363e-02, eta: 1 day, 8:35:23, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.5068, top5_acc: 0.7383, loss_cls: 2.1826, loss: 2.1826, grad_norm: 2.2885 2020-07-20 01:05:00,299 - mmaction - INFO - Epoch [179][760/1253] lr: 6.363e-02, eta: 1 day, 8:34:57, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4807, top5_acc: 0.7164, loss_cls: 2.2853, loss: 2.2853, grad_norm: 2.3349 2020-07-20 01:05:21,522 - mmaction - INFO - Epoch [179][780/1253] lr: 6.363e-02, eta: 1 day, 8:34:31, time: 1.062, data_time: 0.004, memory: 9059, top1_acc: 0.4771, top5_acc: 0.7122, loss_cls: 2.2949, loss: 2.2949, grad_norm: 2.3746 2020-07-20 01:05:42,951 - mmaction - INFO - Epoch [179][800/1253] lr: 6.363e-02, eta: 1 day, 8:34:05, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4656, top5_acc: 0.7135, loss_cls: 2.3291, loss: 2.3291, grad_norm: 2.3417 2020-07-20 01:06:04,213 - mmaction - INFO - Epoch [179][820/1253] lr: 6.363e-02, eta: 1 day, 8:33:39, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4862, top5_acc: 0.7159, loss_cls: 2.3033, loss: 2.3033, grad_norm: 2.2527 2020-07-20 01:06:25,626 - mmaction - INFO - Epoch [179][840/1253] lr: 6.363e-02, eta: 1 day, 8:33:13, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4797, top5_acc: 0.7068, loss_cls: 2.3223, loss: 2.3223, grad_norm: 2.2384 2020-07-20 01:06:47,075 - mmaction - INFO - Epoch [179][860/1253] lr: 6.363e-02, eta: 1 day, 8:32:47, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4794, top5_acc: 0.7143, loss_cls: 2.3095, loss: 2.3095, grad_norm: 2.3011 2020-07-20 01:07:08,555 - mmaction - INFO - Epoch [179][880/1253] lr: 6.363e-02, eta: 1 day, 8:32:21, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4813, top5_acc: 0.7247, loss_cls: 2.2752, loss: 2.2752, grad_norm: 2.3114 2020-07-20 01:07:29,946 - mmaction - INFO - Epoch [179][900/1253] lr: 6.363e-02, eta: 1 day, 8:31:55, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.4883, top5_acc: 0.7198, loss_cls: 2.2713, loss: 2.2713, grad_norm: 2.2496 2020-07-20 01:07:51,333 - mmaction - INFO - Epoch [179][920/1253] lr: 6.363e-02, eta: 1 day, 8:31:29, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4979, top5_acc: 0.7211, loss_cls: 2.2421, loss: 2.2421, grad_norm: 2.3330 2020-07-20 01:08:12,677 - mmaction - INFO - Epoch [179][940/1253] lr: 6.363e-02, eta: 1 day, 8:31:03, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4979, top5_acc: 0.7221, loss_cls: 2.2449, loss: 2.2449, grad_norm: 2.2976 2020-07-20 01:08:34,183 - mmaction - INFO - Epoch [179][960/1253] lr: 6.363e-02, eta: 1 day, 8:30:37, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4880, top5_acc: 0.7203, loss_cls: 2.2649, loss: 2.2649, grad_norm: 2.2959 2020-07-20 01:08:55,616 - mmaction - INFO - Epoch [179][980/1253] lr: 6.363e-02, eta: 1 day, 8:30:11, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.4740, top5_acc: 0.7177, loss_cls: 2.2978, loss: 2.2978, grad_norm: 2.3168 2020-07-20 01:09:16,794 - mmaction - INFO - Epoch [179][1000/1253] lr: 6.363e-02, eta: 1 day, 8:29:45, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4753, top5_acc: 0.7266, loss_cls: 2.2719, loss: 2.2719, grad_norm: 2.3434 2020-07-20 01:09:38,112 - mmaction - INFO - Epoch [179][1020/1253] lr: 6.363e-02, eta: 1 day, 8:29:19, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4776, top5_acc: 0.7151, loss_cls: 2.3109, loss: 2.3109, grad_norm: 2.3452 2020-07-20 01:09:59,513 - mmaction - INFO - Epoch [179][1040/1253] lr: 6.363e-02, eta: 1 day, 8:28:53, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4854, top5_acc: 0.7206, loss_cls: 2.2702, loss: 2.2702, grad_norm: 2.2983 2020-07-20 01:10:20,746 - mmaction - INFO - Epoch [179][1060/1253] lr: 6.363e-02, eta: 1 day, 8:28:27, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4656, top5_acc: 0.7109, loss_cls: 2.3658, loss: 2.3658, grad_norm: 2.3814 2020-07-20 01:10:42,069 - mmaction - INFO - Epoch [179][1080/1253] lr: 6.363e-02, eta: 1 day, 8:28:01, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.4672, top5_acc: 0.7125, loss_cls: 2.3147, loss: 2.3147, grad_norm: 2.3306 2020-07-20 01:11:03,303 - mmaction - INFO - Epoch [179][1100/1253] lr: 6.363e-02, eta: 1 day, 8:27:35, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4914, top5_acc: 0.7302, loss_cls: 2.2249, loss: 2.2249, grad_norm: 2.2856 2020-07-20 01:11:24,731 - mmaction - INFO - Epoch [179][1120/1253] lr: 6.363e-02, eta: 1 day, 8:27:10, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4799, top5_acc: 0.7151, loss_cls: 2.3053, loss: 2.3053, grad_norm: 2.3281 2020-07-20 01:11:46,028 - mmaction - INFO - Epoch [179][1140/1253] lr: 6.363e-02, eta: 1 day, 8:26:44, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4854, top5_acc: 0.7188, loss_cls: 2.2761, loss: 2.2761, grad_norm: 2.2449 2020-07-20 01:12:07,895 - mmaction - INFO - Epoch [179][1160/1253] lr: 6.363e-02, eta: 1 day, 8:26:18, time: 1.093, data_time: 0.002, memory: 9059, top1_acc: 0.4883, top5_acc: 0.7190, loss_cls: 2.2770, loss: 2.2770, grad_norm: 2.2990 2020-07-20 01:12:29,907 - mmaction - INFO - Epoch [179][1180/1253] lr: 6.363e-02, eta: 1 day, 8:25:52, time: 1.100, data_time: 0.002, memory: 9059, top1_acc: 0.4917, top5_acc: 0.7208, loss_cls: 2.2794, loss: 2.2794, grad_norm: 2.3109 2020-07-20 01:12:51,552 - mmaction - INFO - Epoch [179][1200/1253] lr: 6.363e-02, eta: 1 day, 8:25:27, time: 1.083, data_time: 0.003, memory: 9059, top1_acc: 0.4844, top5_acc: 0.7102, loss_cls: 2.3009, loss: 2.3009, grad_norm: 2.2152 2020-07-20 01:13:13,052 - mmaction - INFO - Epoch [179][1220/1253] lr: 6.363e-02, eta: 1 day, 8:25:01, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4930, top5_acc: 0.7169, loss_cls: 2.2577, loss: 2.2577, grad_norm: 2.3121 2020-07-20 01:13:34,626 - mmaction - INFO - Epoch [179][1240/1253] lr: 6.363e-02, eta: 1 day, 8:24:35, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.4766, top5_acc: 0.7242, loss_cls: 2.2759, loss: 2.2759, grad_norm: 2.3188 2020-07-20 01:18:03,385 - mmaction - INFO - Epoch [180][20/1253] lr: 6.213e-02, eta: 1 day, 8:26:04, time: 12.286, data_time: 11.086, memory: 9059, top1_acc: 0.4789, top5_acc: 0.7214, loss_cls: 2.2666, loss: 2.2666, grad_norm: 2.3007 2020-07-20 01:18:36,886 - mmaction - INFO - Epoch [180][40/1253] lr: 6.213e-02, eta: 1 day, 8:25:46, time: 1.715, data_time: 0.389, memory: 9059, top1_acc: 0.4786, top5_acc: 0.7112, loss_cls: 2.2944, loss: 2.2944, grad_norm: 2.3082 2020-07-20 01:18:58,494 - mmaction - INFO - Epoch [180][60/1253] lr: 6.213e-02, eta: 1 day, 8:25:20, time: 1.077, data_time: 0.007, memory: 9059, top1_acc: 0.4888, top5_acc: 0.7266, loss_cls: 2.2257, loss: 2.2257, grad_norm: 2.3095 2020-07-20 01:19:20,289 - mmaction - INFO - Epoch [180][80/1253] lr: 6.213e-02, eta: 1 day, 8:24:54, time: 1.095, data_time: 0.012, memory: 9059, top1_acc: 0.4956, top5_acc: 0.7396, loss_cls: 2.2030, loss: 2.2030, grad_norm: 2.3332 2020-07-20 01:19:41,942 - mmaction - INFO - Epoch [180][100/1253] lr: 6.213e-02, eta: 1 day, 8:24:29, time: 1.082, data_time: 0.009, memory: 9059, top1_acc: 0.4865, top5_acc: 0.7372, loss_cls: 2.2146, loss: 2.2146, grad_norm: 2.3418 2020-07-20 01:20:03,763 - mmaction - INFO - Epoch [180][120/1253] lr: 6.213e-02, eta: 1 day, 8:24:03, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5008, top5_acc: 0.7320, loss_cls: 2.1918, loss: 2.1918, grad_norm: 2.3417 2020-07-20 01:20:38,715 - mmaction - INFO - Epoch [180][140/1253] lr: 6.213e-02, eta: 1 day, 8:23:45, time: 1.772, data_time: 0.502, memory: 9059, top1_acc: 0.4831, top5_acc: 0.7227, loss_cls: 2.2682, loss: 2.2682, grad_norm: 2.3301 2020-07-20 01:21:01,074 - mmaction - INFO - Epoch [180][160/1253] lr: 6.213e-02, eta: 1 day, 8:23:20, time: 1.117, data_time: 0.009, memory: 9059, top1_acc: 0.4810, top5_acc: 0.7229, loss_cls: 2.2643, loss: 2.2643, grad_norm: 2.2977 2020-07-20 01:21:23,608 - mmaction - INFO - Epoch [180][180/1253] lr: 6.213e-02, eta: 1 day, 8:22:55, time: 1.128, data_time: 0.016, memory: 9059, top1_acc: 0.4753, top5_acc: 0.7159, loss_cls: 2.2949, loss: 2.2949, grad_norm: 2.3613 2020-07-20 01:21:44,840 - mmaction - INFO - Epoch [180][200/1253] lr: 6.213e-02, eta: 1 day, 8:22:29, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4938, top5_acc: 0.7294, loss_cls: 2.2049, loss: 2.2049, grad_norm: 2.2972 2020-07-20 01:22:06,452 - mmaction - INFO - Epoch [180][220/1253] lr: 6.213e-02, eta: 1 day, 8:22:03, time: 1.082, data_time: 0.003, memory: 9059, top1_acc: 0.4836, top5_acc: 0.7216, loss_cls: 2.2252, loss: 2.2252, grad_norm: 2.2734 2020-07-20 01:22:27,824 - mmaction - INFO - Epoch [180][240/1253] lr: 6.213e-02, eta: 1 day, 8:21:37, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4932, top5_acc: 0.7255, loss_cls: 2.2467, loss: 2.2467, grad_norm: 2.2944 2020-07-20 01:22:49,218 - mmaction - INFO - Epoch [180][260/1253] lr: 6.213e-02, eta: 1 day, 8:21:11, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4927, top5_acc: 0.7260, loss_cls: 2.2233, loss: 2.2233, grad_norm: 2.3096 2020-07-20 01:23:10,482 - mmaction - INFO - Epoch [180][280/1253] lr: 6.213e-02, eta: 1 day, 8:20:45, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4906, top5_acc: 0.7229, loss_cls: 2.2681, loss: 2.2681, grad_norm: 2.2942 2020-07-20 01:23:31,961 - mmaction - INFO - Epoch [180][300/1253] lr: 6.213e-02, eta: 1 day, 8:20:19, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4784, top5_acc: 0.7221, loss_cls: 2.2624, loss: 2.2624, grad_norm: 2.2825 2020-07-20 01:23:54,212 - mmaction - INFO - Epoch [180][320/1253] lr: 6.213e-02, eta: 1 day, 8:19:53, time: 1.117, data_time: 0.006, memory: 9059, top1_acc: 0.4935, top5_acc: 0.7253, loss_cls: 2.2378, loss: 2.2378, grad_norm: 2.3056 2020-07-20 01:24:15,832 - mmaction - INFO - Epoch [180][340/1253] lr: 6.213e-02, eta: 1 day, 8:19:28, time: 1.082, data_time: 0.002, memory: 9059, top1_acc: 0.4961, top5_acc: 0.7430, loss_cls: 2.1921, loss: 2.1921, grad_norm: 2.3048 2020-07-20 01:24:38,337 - mmaction - INFO - Epoch [180][360/1253] lr: 6.213e-02, eta: 1 day, 8:19:02, time: 1.124, data_time: 0.001, memory: 9059, top1_acc: 0.4805, top5_acc: 0.7188, loss_cls: 2.2680, loss: 2.2680, grad_norm: 2.3467 2020-07-20 01:24:59,579 - mmaction - INFO - Epoch [180][380/1253] lr: 6.213e-02, eta: 1 day, 8:18:36, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5016, top5_acc: 0.7305, loss_cls: 2.1901, loss: 2.1901, grad_norm: 2.3025 2020-07-20 01:25:21,047 - mmaction - INFO - Epoch [180][400/1253] lr: 6.213e-02, eta: 1 day, 8:18:10, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.4862, top5_acc: 0.7284, loss_cls: 2.2374, loss: 2.2374, grad_norm: 2.3448 2020-07-20 01:25:42,572 - mmaction - INFO - Epoch [180][420/1253] lr: 6.213e-02, eta: 1 day, 8:17:45, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.5000, top5_acc: 0.7294, loss_cls: 2.2234, loss: 2.2234, grad_norm: 2.3094 2020-07-20 01:26:04,954 - mmaction - INFO - Epoch [180][440/1253] lr: 6.213e-02, eta: 1 day, 8:17:19, time: 1.116, data_time: 0.014, memory: 9059, top1_acc: 0.5013, top5_acc: 0.7263, loss_cls: 2.2256, loss: 2.2256, grad_norm: 2.3541 2020-07-20 01:26:28,227 - mmaction - INFO - Epoch [180][460/1253] lr: 6.213e-02, eta: 1 day, 8:16:54, time: 1.163, data_time: 0.023, memory: 9059, top1_acc: 0.4935, top5_acc: 0.7266, loss_cls: 2.2431, loss: 2.2431, grad_norm: 2.2944 2020-07-20 01:26:50,169 - mmaction - INFO - Epoch [180][480/1253] lr: 6.213e-02, eta: 1 day, 8:16:29, time: 1.100, data_time: 0.019, memory: 9059, top1_acc: 0.4896, top5_acc: 0.7174, loss_cls: 2.2776, loss: 2.2776, grad_norm: 2.2748 2020-07-20 01:27:23,810 - mmaction - INFO - Epoch [180][500/1253] lr: 6.213e-02, eta: 1 day, 8:16:10, time: 1.682, data_time: 0.002, memory: 9059, top1_acc: 0.4818, top5_acc: 0.7221, loss_cls: 2.2771, loss: 2.2771, grad_norm: 2.3298 2020-07-20 01:27:45,569 - mmaction - INFO - Epoch [180][520/1253] lr: 6.213e-02, eta: 1 day, 8:15:45, time: 1.088, data_time: 0.008, memory: 9059, top1_acc: 0.4951, top5_acc: 0.7307, loss_cls: 2.2244, loss: 2.2244, grad_norm: 2.2794 2020-07-20 01:28:07,341 - mmaction - INFO - Epoch [180][540/1253] lr: 6.213e-02, eta: 1 day, 8:15:19, time: 1.089, data_time: 0.015, memory: 9059, top1_acc: 0.4948, top5_acc: 0.7268, loss_cls: 2.2195, loss: 2.2195, grad_norm: 2.3017 2020-07-20 01:28:28,906 - mmaction - INFO - Epoch [180][560/1253] lr: 6.213e-02, eta: 1 day, 8:14:53, time: 1.078, data_time: 0.005, memory: 9059, top1_acc: 0.4786, top5_acc: 0.7206, loss_cls: 2.3111, loss: 2.3111, grad_norm: 2.3180 2020-07-20 01:28:51,097 - mmaction - INFO - Epoch [180][580/1253] lr: 6.213e-02, eta: 1 day, 8:14:28, time: 1.109, data_time: 0.004, memory: 9059, top1_acc: 0.4844, top5_acc: 0.7102, loss_cls: 2.3113, loss: 2.3113, grad_norm: 2.2884 2020-07-20 01:29:14,042 - mmaction - INFO - Epoch [180][600/1253] lr: 6.213e-02, eta: 1 day, 8:14:03, time: 1.142, data_time: 0.016, memory: 9059, top1_acc: 0.4852, top5_acc: 0.7271, loss_cls: 2.2347, loss: 2.2347, grad_norm: 2.2762 2020-07-20 01:29:35,911 - mmaction - INFO - Epoch [180][620/1253] lr: 6.213e-02, eta: 1 day, 8:13:37, time: 1.099, data_time: 0.020, memory: 9059, top1_acc: 0.4948, top5_acc: 0.7263, loss_cls: 2.2482, loss: 2.2482, grad_norm: 2.2904 2020-07-20 01:29:57,218 - mmaction - INFO - Epoch [180][640/1253] lr: 6.213e-02, eta: 1 day, 8:13:11, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4948, top5_acc: 0.7318, loss_cls: 2.2097, loss: 2.2097, grad_norm: 2.3546 2020-07-20 01:30:19,766 - mmaction - INFO - Epoch [180][660/1253] lr: 6.213e-02, eta: 1 day, 8:12:46, time: 1.127, data_time: 0.002, memory: 9059, top1_acc: 0.4906, top5_acc: 0.7258, loss_cls: 2.2305, loss: 2.2305, grad_norm: 2.3447 2020-07-20 01:30:42,491 - mmaction - INFO - Epoch [180][680/1253] lr: 6.213e-02, eta: 1 day, 8:12:21, time: 1.136, data_time: 0.015, memory: 9059, top1_acc: 0.4857, top5_acc: 0.7260, loss_cls: 2.2681, loss: 2.2681, grad_norm: 2.3151 2020-07-20 01:31:04,937 - mmaction - INFO - Epoch [180][700/1253] lr: 6.213e-02, eta: 1 day, 8:11:55, time: 1.122, data_time: 0.009, memory: 9059, top1_acc: 0.4958, top5_acc: 0.7352, loss_cls: 2.2059, loss: 2.2059, grad_norm: 2.2961 2020-07-20 01:31:27,143 - mmaction - INFO - Epoch [180][720/1253] lr: 6.213e-02, eta: 1 day, 8:11:30, time: 1.110, data_time: 0.013, memory: 9059, top1_acc: 0.4859, top5_acc: 0.7190, loss_cls: 2.2791, loss: 2.2791, grad_norm: 2.3384 2020-07-20 01:31:48,614 - mmaction - INFO - Epoch [180][740/1253] lr: 6.213e-02, eta: 1 day, 8:11:04, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.4979, top5_acc: 0.7383, loss_cls: 2.1858, loss: 2.1858, grad_norm: 2.3281 2020-07-20 01:32:10,070 - mmaction - INFO - Epoch [180][760/1253] lr: 6.213e-02, eta: 1 day, 8:10:38, time: 1.073, data_time: 0.003, memory: 9059, top1_acc: 0.4953, top5_acc: 0.7263, loss_cls: 2.2523, loss: 2.2523, grad_norm: 2.2860 2020-07-20 01:32:31,498 - mmaction - INFO - Epoch [180][780/1253] lr: 6.213e-02, eta: 1 day, 8:10:12, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4938, top5_acc: 0.7247, loss_cls: 2.2370, loss: 2.2370, grad_norm: 2.2583 2020-07-20 01:32:52,836 - mmaction - INFO - Epoch [180][800/1253] lr: 6.213e-02, eta: 1 day, 8:09:46, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4763, top5_acc: 0.7263, loss_cls: 2.2334, loss: 2.2334, grad_norm: 2.3241 2020-07-20 01:33:14,031 - mmaction - INFO - Epoch [180][820/1253] lr: 6.213e-02, eta: 1 day, 8:09:20, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4852, top5_acc: 0.7305, loss_cls: 2.2270, loss: 2.2270, grad_norm: 2.3300 2020-07-20 01:33:35,374 - mmaction - INFO - Epoch [180][840/1253] lr: 6.213e-02, eta: 1 day, 8:08:54, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.4609, top5_acc: 0.7042, loss_cls: 2.3454, loss: 2.3454, grad_norm: 2.3402 2020-07-20 01:33:57,105 - mmaction - INFO - Epoch [180][860/1253] lr: 6.213e-02, eta: 1 day, 8:08:29, time: 1.087, data_time: 0.002, memory: 9059, top1_acc: 0.4961, top5_acc: 0.7250, loss_cls: 2.2314, loss: 2.2314, grad_norm: 2.3033 2020-07-20 01:34:18,407 - mmaction - INFO - Epoch [180][880/1253] lr: 6.213e-02, eta: 1 day, 8:08:03, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4901, top5_acc: 0.7341, loss_cls: 2.2177, loss: 2.2177, grad_norm: 2.3041 2020-07-20 01:34:39,638 - mmaction - INFO - Epoch [180][900/1253] lr: 6.213e-02, eta: 1 day, 8:07:37, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4932, top5_acc: 0.7268, loss_cls: 2.2549, loss: 2.2549, grad_norm: 2.2873 2020-07-20 01:35:01,076 - mmaction - INFO - Epoch [180][920/1253] lr: 6.213e-02, eta: 1 day, 8:07:11, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4758, top5_acc: 0.7227, loss_cls: 2.2708, loss: 2.2708, grad_norm: 2.2692 2020-07-20 01:35:22,535 - mmaction - INFO - Epoch [180][940/1253] lr: 6.213e-02, eta: 1 day, 8:06:45, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.4763, top5_acc: 0.7208, loss_cls: 2.2835, loss: 2.2835, grad_norm: 2.3158 2020-07-20 01:35:45,240 - mmaction - INFO - Epoch [180][960/1253] lr: 6.213e-02, eta: 1 day, 8:06:20, time: 1.136, data_time: 0.002, memory: 9059, top1_acc: 0.4836, top5_acc: 0.7188, loss_cls: 2.2787, loss: 2.2787, grad_norm: 2.3321 2020-07-20 01:36:06,550 - mmaction - INFO - Epoch [180][980/1253] lr: 6.213e-02, eta: 1 day, 8:05:54, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4818, top5_acc: 0.7237, loss_cls: 2.2761, loss: 2.2761, grad_norm: 2.3484 2020-07-20 01:36:27,885 - mmaction - INFO - Epoch [180][1000/1253] lr: 6.213e-02, eta: 1 day, 8:05:28, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4763, top5_acc: 0.7141, loss_cls: 2.2574, loss: 2.2574, grad_norm: 2.3438 2020-07-20 01:36:49,106 - mmaction - INFO - Epoch [180][1020/1253] lr: 6.213e-02, eta: 1 day, 8:05:02, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.4958, top5_acc: 0.7240, loss_cls: 2.2544, loss: 2.2544, grad_norm: 2.3257 2020-07-20 01:37:10,502 - mmaction - INFO - Epoch [180][1040/1253] lr: 6.213e-02, eta: 1 day, 8:04:36, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4987, top5_acc: 0.7242, loss_cls: 2.2401, loss: 2.2401, grad_norm: 2.3057 2020-07-20 01:37:32,367 - mmaction - INFO - Epoch [180][1060/1253] lr: 6.213e-02, eta: 1 day, 8:04:10, time: 1.093, data_time: 0.002, memory: 9059, top1_acc: 0.4938, top5_acc: 0.7240, loss_cls: 2.2547, loss: 2.2547, grad_norm: 2.3087 2020-07-20 01:37:53,604 - mmaction - INFO - Epoch [180][1080/1253] lr: 6.213e-02, eta: 1 day, 8:03:44, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4755, top5_acc: 0.7102, loss_cls: 2.3162, loss: 2.3162, grad_norm: 2.3569 2020-07-20 01:38:15,045 - mmaction - INFO - Epoch [180][1100/1253] lr: 6.213e-02, eta: 1 day, 8:03:18, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.4875, top5_acc: 0.7174, loss_cls: 2.2945, loss: 2.2945, grad_norm: 2.3119 2020-07-20 01:38:36,336 - mmaction - INFO - Epoch [180][1120/1253] lr: 6.213e-02, eta: 1 day, 8:02:52, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4969, top5_acc: 0.7367, loss_cls: 2.2091, loss: 2.2091, grad_norm: 2.3146 2020-07-20 01:38:58,265 - mmaction - INFO - Epoch [180][1140/1253] lr: 6.213e-02, eta: 1 day, 8:02:27, time: 1.095, data_time: 0.019, memory: 9059, top1_acc: 0.4779, top5_acc: 0.7185, loss_cls: 2.2930, loss: 2.2930, grad_norm: 2.3645 2020-07-20 01:39:19,532 - mmaction - INFO - Epoch [180][1160/1253] lr: 6.213e-02, eta: 1 day, 8:02:01, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4823, top5_acc: 0.7281, loss_cls: 2.2347, loss: 2.2347, grad_norm: 2.3020 2020-07-20 01:39:41,099 - mmaction - INFO - Epoch [180][1180/1253] lr: 6.213e-02, eta: 1 day, 8:01:35, time: 1.081, data_time: 0.004, memory: 9059, top1_acc: 0.4708, top5_acc: 0.7208, loss_cls: 2.3207, loss: 2.3207, grad_norm: 2.3139 2020-07-20 01:40:03,260 - mmaction - INFO - Epoch [180][1200/1253] lr: 6.213e-02, eta: 1 day, 8:01:09, time: 1.108, data_time: 0.001, memory: 9059, top1_acc: 0.4794, top5_acc: 0.7216, loss_cls: 2.2867, loss: 2.2867, grad_norm: 2.2768 2020-07-20 01:40:24,535 - mmaction - INFO - Epoch [180][1220/1253] lr: 6.213e-02, eta: 1 day, 8:00:43, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4841, top5_acc: 0.7208, loss_cls: 2.3030, loss: 2.3030, grad_norm: 2.3340 2020-07-20 01:40:45,768 - mmaction - INFO - Epoch [180][1240/1253] lr: 6.213e-02, eta: 1 day, 8:00:17, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.4896, top5_acc: 0.7208, loss_cls: 2.2766, loss: 2.2766, grad_norm: 2.3133 2020-07-20 01:41:04,679 - mmaction - INFO - Saving checkpoint at 180 epochs 2020-07-20 01:44:13,486 - mmaction - INFO - Epoch [181][20/1253] lr: 6.065e-02, eta: 1 day, 8:01:07, time: 9.340, data_time: 8.151, memory: 9059, top1_acc: 0.4971, top5_acc: 0.7396, loss_cls: 2.2029, loss: 2.2029, grad_norm: 2.3003 2020-07-20 01:44:34,720 - mmaction - INFO - Epoch [181][40/1253] lr: 6.065e-02, eta: 1 day, 8:00:41, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4935, top5_acc: 0.7331, loss_cls: 2.2081, loss: 2.2081, grad_norm: 2.3454 2020-07-20 01:44:56,046 - mmaction - INFO - Epoch [181][60/1253] lr: 6.065e-02, eta: 1 day, 8:00:15, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.5044, top5_acc: 0.7318, loss_cls: 2.2219, loss: 2.2219, grad_norm: 2.2941 2020-07-20 01:45:17,390 - mmaction - INFO - Epoch [181][80/1253] lr: 6.065e-02, eta: 1 day, 7:59:49, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4893, top5_acc: 0.7279, loss_cls: 2.2263, loss: 2.2263, grad_norm: 2.3248 2020-07-20 01:45:38,807 - mmaction - INFO - Epoch [181][100/1253] lr: 6.065e-02, eta: 1 day, 7:59:24, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.5057, top5_acc: 0.7344, loss_cls: 2.1618, loss: 2.1618, grad_norm: 2.3172 2020-07-20 01:46:00,455 - mmaction - INFO - Epoch [181][120/1253] lr: 6.065e-02, eta: 1 day, 7:58:58, time: 1.082, data_time: 0.002, memory: 9059, top1_acc: 0.5086, top5_acc: 0.7396, loss_cls: 2.1736, loss: 2.1736, grad_norm: 2.2949 2020-07-20 01:46:22,532 - mmaction - INFO - Epoch [181][140/1253] lr: 6.065e-02, eta: 1 day, 7:58:32, time: 1.104, data_time: 0.002, memory: 9059, top1_acc: 0.4940, top5_acc: 0.7344, loss_cls: 2.2139, loss: 2.2139, grad_norm: 2.3106 2020-07-20 01:46:44,187 - mmaction - INFO - Epoch [181][160/1253] lr: 6.065e-02, eta: 1 day, 7:58:06, time: 1.082, data_time: 0.002, memory: 9059, top1_acc: 0.5029, top5_acc: 0.7224, loss_cls: 2.2253, loss: 2.2253, grad_norm: 2.2570 2020-07-20 01:47:06,125 - mmaction - INFO - Epoch [181][180/1253] lr: 6.065e-02, eta: 1 day, 7:57:41, time: 1.097, data_time: 0.002, memory: 9059, top1_acc: 0.5068, top5_acc: 0.7359, loss_cls: 2.1668, loss: 2.1668, grad_norm: 2.3036 2020-07-20 01:47:27,484 - mmaction - INFO - Epoch [181][200/1253] lr: 6.065e-02, eta: 1 day, 7:57:15, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4919, top5_acc: 0.7229, loss_cls: 2.2544, loss: 2.2544, grad_norm: 2.3787 2020-07-20 01:47:48,782 - mmaction - INFO - Epoch [181][220/1253] lr: 6.065e-02, eta: 1 day, 7:56:49, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4859, top5_acc: 0.7229, loss_cls: 2.2694, loss: 2.2694, grad_norm: 2.2926 2020-07-20 01:48:10,130 - mmaction - INFO - Epoch [181][240/1253] lr: 6.065e-02, eta: 1 day, 7:56:23, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.4888, top5_acc: 0.7372, loss_cls: 2.2011, loss: 2.2011, grad_norm: 2.3271 2020-07-20 01:48:31,814 - mmaction - INFO - Epoch [181][260/1253] lr: 6.065e-02, eta: 1 day, 7:55:57, time: 1.084, data_time: 0.011, memory: 9059, top1_acc: 0.4737, top5_acc: 0.7122, loss_cls: 2.2783, loss: 2.2783, grad_norm: 2.3556 2020-07-20 01:48:53,037 - mmaction - INFO - Epoch [181][280/1253] lr: 6.065e-02, eta: 1 day, 7:55:31, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4909, top5_acc: 0.7263, loss_cls: 2.2606, loss: 2.2606, grad_norm: 2.3085 2020-07-20 01:49:14,218 - mmaction - INFO - Epoch [181][300/1253] lr: 6.065e-02, eta: 1 day, 7:55:05, time: 1.059, data_time: 0.001, memory: 9059, top1_acc: 0.4820, top5_acc: 0.7174, loss_cls: 2.2636, loss: 2.2636, grad_norm: 2.2933 2020-07-20 01:49:35,486 - mmaction - INFO - Epoch [181][320/1253] lr: 6.065e-02, eta: 1 day, 7:54:39, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4870, top5_acc: 0.7302, loss_cls: 2.2054, loss: 2.2054, grad_norm: 2.3150 2020-07-20 01:49:56,749 - mmaction - INFO - Epoch [181][340/1253] lr: 6.065e-02, eta: 1 day, 7:54:13, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.4979, top5_acc: 0.7237, loss_cls: 2.2422, loss: 2.2422, grad_norm: 2.3450 2020-07-20 01:50:18,058 - mmaction - INFO - Epoch [181][360/1253] lr: 6.065e-02, eta: 1 day, 7:53:47, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4813, top5_acc: 0.7221, loss_cls: 2.2511, loss: 2.2511, grad_norm: 2.3661 2020-07-20 01:50:39,315 - mmaction - INFO - Epoch [181][380/1253] lr: 6.065e-02, eta: 1 day, 7:53:21, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.4826, top5_acc: 0.7156, loss_cls: 2.2642, loss: 2.2642, grad_norm: 2.3180 2020-07-20 01:51:00,749 - mmaction - INFO - Epoch [181][400/1253] lr: 6.065e-02, eta: 1 day, 7:52:55, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.4846, top5_acc: 0.7253, loss_cls: 2.2587, loss: 2.2587, grad_norm: 2.3356 2020-07-20 01:51:22,459 - mmaction - INFO - Epoch [181][420/1253] lr: 6.065e-02, eta: 1 day, 7:52:29, time: 1.084, data_time: 0.001, memory: 9059, top1_acc: 0.4867, top5_acc: 0.7203, loss_cls: 2.2680, loss: 2.2680, grad_norm: 2.3381 2020-07-20 01:51:44,094 - mmaction - INFO - Epoch [181][440/1253] lr: 6.065e-02, eta: 1 day, 7:52:04, time: 1.082, data_time: 0.002, memory: 9059, top1_acc: 0.4836, top5_acc: 0.7195, loss_cls: 2.2724, loss: 2.2724, grad_norm: 2.3437 2020-07-20 01:52:05,333 - mmaction - INFO - Epoch [181][460/1253] lr: 6.065e-02, eta: 1 day, 7:51:38, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4854, top5_acc: 0.7247, loss_cls: 2.2404, loss: 2.2404, grad_norm: 2.3263 2020-07-20 01:52:26,910 - mmaction - INFO - Epoch [181][480/1253] lr: 6.065e-02, eta: 1 day, 7:51:12, time: 1.079, data_time: 0.001, memory: 9059, top1_acc: 0.4880, top5_acc: 0.7273, loss_cls: 2.2387, loss: 2.2387, grad_norm: 2.3711 2020-07-20 01:52:48,717 - mmaction - INFO - Epoch [181][500/1253] lr: 6.065e-02, eta: 1 day, 7:50:46, time: 1.090, data_time: 0.001, memory: 9059, top1_acc: 0.4971, top5_acc: 0.7266, loss_cls: 2.1999, loss: 2.1999, grad_norm: 2.3413 2020-07-20 01:53:09,945 - mmaction - INFO - Epoch [181][520/1253] lr: 6.065e-02, eta: 1 day, 7:50:20, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4914, top5_acc: 0.7359, loss_cls: 2.2004, loss: 2.2004, grad_norm: 2.3315 2020-07-20 01:53:31,241 - mmaction - INFO - Epoch [181][540/1253] lr: 6.065e-02, eta: 1 day, 7:49:54, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4893, top5_acc: 0.7195, loss_cls: 2.2855, loss: 2.2855, grad_norm: 2.3181 2020-07-20 01:53:52,523 - mmaction - INFO - Epoch [181][560/1253] lr: 6.065e-02, eta: 1 day, 7:49:28, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4865, top5_acc: 0.7245, loss_cls: 2.2252, loss: 2.2252, grad_norm: 2.3374 2020-07-20 01:54:13,817 - mmaction - INFO - Epoch [181][580/1253] lr: 6.065e-02, eta: 1 day, 7:49:02, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4951, top5_acc: 0.7240, loss_cls: 2.2307, loss: 2.2307, grad_norm: 2.2757 2020-07-20 01:54:35,161 - mmaction - INFO - Epoch [181][600/1253] lr: 6.065e-02, eta: 1 day, 7:48:36, time: 1.070, data_time: 0.004, memory: 9059, top1_acc: 0.4896, top5_acc: 0.7284, loss_cls: 2.2142, loss: 2.2142, grad_norm: 2.2980 2020-07-20 01:54:56,584 - mmaction - INFO - Epoch [181][620/1253] lr: 6.065e-02, eta: 1 day, 7:48:10, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4951, top5_acc: 0.7201, loss_cls: 2.2653, loss: 2.2653, grad_norm: 2.3247 2020-07-20 01:55:18,244 - mmaction - INFO - Epoch [181][640/1253] lr: 6.065e-02, eta: 1 day, 7:47:45, time: 1.083, data_time: 0.002, memory: 9059, top1_acc: 0.4880, top5_acc: 0.7125, loss_cls: 2.2981, loss: 2.2981, grad_norm: 2.3109 2020-07-20 01:55:39,528 - mmaction - INFO - Epoch [181][660/1253] lr: 6.065e-02, eta: 1 day, 7:47:19, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4880, top5_acc: 0.7227, loss_cls: 2.2481, loss: 2.2481, grad_norm: 2.2749 2020-07-20 01:56:00,833 - mmaction - INFO - Epoch [181][680/1253] lr: 6.065e-02, eta: 1 day, 7:46:53, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4711, top5_acc: 0.7107, loss_cls: 2.3106, loss: 2.3106, grad_norm: 2.3389 2020-07-20 01:56:22,369 - mmaction - INFO - Epoch [181][700/1253] lr: 6.065e-02, eta: 1 day, 7:46:27, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.4885, top5_acc: 0.7276, loss_cls: 2.2410, loss: 2.2410, grad_norm: 2.2622 2020-07-20 01:56:43,565 - mmaction - INFO - Epoch [181][720/1253] lr: 6.065e-02, eta: 1 day, 7:46:01, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4852, top5_acc: 0.7281, loss_cls: 2.2640, loss: 2.2640, grad_norm: 2.3575 2020-07-20 01:57:04,742 - mmaction - INFO - Epoch [181][740/1253] lr: 6.065e-02, eta: 1 day, 7:45:35, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4977, top5_acc: 0.7331, loss_cls: 2.2368, loss: 2.2368, grad_norm: 2.3407 2020-07-20 01:57:25,941 - mmaction - INFO - Epoch [181][760/1253] lr: 6.065e-02, eta: 1 day, 7:45:09, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4964, top5_acc: 0.7247, loss_cls: 2.2697, loss: 2.2697, grad_norm: 2.3021 2020-07-20 01:57:47,281 - mmaction - INFO - Epoch [181][780/1253] lr: 6.065e-02, eta: 1 day, 7:44:43, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.4935, top5_acc: 0.7253, loss_cls: 2.2251, loss: 2.2251, grad_norm: 2.3218 2020-07-20 01:58:08,496 - mmaction - INFO - Epoch [181][800/1253] lr: 6.065e-02, eta: 1 day, 7:44:17, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4977, top5_acc: 0.7294, loss_cls: 2.2342, loss: 2.2342, grad_norm: 2.3450 2020-07-20 01:58:29,658 - mmaction - INFO - Epoch [181][820/1253] lr: 6.065e-02, eta: 1 day, 7:43:51, time: 1.058, data_time: 0.001, memory: 9059, top1_acc: 0.4846, top5_acc: 0.7266, loss_cls: 2.2430, loss: 2.2430, grad_norm: 2.3521 2020-07-20 01:58:51,004 - mmaction - INFO - Epoch [181][840/1253] lr: 6.065e-02, eta: 1 day, 7:43:25, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4849, top5_acc: 0.7276, loss_cls: 2.2502, loss: 2.2502, grad_norm: 2.3853 2020-07-20 01:59:12,421 - mmaction - INFO - Epoch [181][860/1253] lr: 6.065e-02, eta: 1 day, 7:42:59, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4885, top5_acc: 0.7250, loss_cls: 2.2314, loss: 2.2314, grad_norm: 2.3176 2020-07-20 01:59:33,973 - mmaction - INFO - Epoch [181][880/1253] lr: 6.065e-02, eta: 1 day, 7:42:33, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.4727, top5_acc: 0.7328, loss_cls: 2.2565, loss: 2.2565, grad_norm: 2.3627 2020-07-20 01:59:55,080 - mmaction - INFO - Epoch [181][900/1253] lr: 6.065e-02, eta: 1 day, 7:42:07, time: 1.055, data_time: 0.002, memory: 9059, top1_acc: 0.4932, top5_acc: 0.7305, loss_cls: 2.2492, loss: 2.2492, grad_norm: 2.3418 2020-07-20 02:00:26,045 - mmaction - INFO - Epoch [181][920/1253] lr: 6.065e-02, eta: 1 day, 7:41:47, time: 1.540, data_time: 0.002, memory: 9059, top1_acc: 0.4888, top5_acc: 0.7154, loss_cls: 2.2928, loss: 2.2928, grad_norm: 2.3559 2020-07-20 02:00:47,767 - mmaction - INFO - Epoch [181][940/1253] lr: 6.065e-02, eta: 1 day, 7:41:21, time: 1.092, data_time: 0.014, memory: 9059, top1_acc: 0.4893, top5_acc: 0.7365, loss_cls: 2.2153, loss: 2.2153, grad_norm: 2.3719 2020-07-20 02:01:09,274 - mmaction - INFO - Epoch [181][960/1253] lr: 6.065e-02, eta: 1 day, 7:40:56, time: 1.077, data_time: 0.004, memory: 9059, top1_acc: 0.4875, top5_acc: 0.7203, loss_cls: 2.2389, loss: 2.2389, grad_norm: 2.3385 2020-07-20 02:01:30,892 - mmaction - INFO - Epoch [181][980/1253] lr: 6.065e-02, eta: 1 day, 7:40:30, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.4909, top5_acc: 0.7198, loss_cls: 2.2690, loss: 2.2690, grad_norm: 2.3716 2020-07-20 02:01:52,070 - mmaction - INFO - Epoch [181][1000/1253] lr: 6.065e-02, eta: 1 day, 7:40:04, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4964, top5_acc: 0.7344, loss_cls: 2.1951, loss: 2.1951, grad_norm: 2.3389 2020-07-20 02:02:13,476 - mmaction - INFO - Epoch [181][1020/1253] lr: 6.065e-02, eta: 1 day, 7:39:38, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4857, top5_acc: 0.7128, loss_cls: 2.2915, loss: 2.2915, grad_norm: 2.3805 2020-07-20 02:02:34,744 - mmaction - INFO - Epoch [181][1040/1253] lr: 6.065e-02, eta: 1 day, 7:39:12, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4724, top5_acc: 0.7193, loss_cls: 2.2889, loss: 2.2889, grad_norm: 2.3686 2020-07-20 02:02:55,959 - mmaction - INFO - Epoch [181][1060/1253] lr: 6.065e-02, eta: 1 day, 7:38:46, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4885, top5_acc: 0.7253, loss_cls: 2.2589, loss: 2.2589, grad_norm: 2.3380 2020-07-20 02:03:17,246 - mmaction - INFO - Epoch [181][1080/1253] lr: 6.065e-02, eta: 1 day, 7:38:20, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.4958, top5_acc: 0.7224, loss_cls: 2.2472, loss: 2.2472, grad_norm: 2.3154 2020-07-20 02:03:38,861 - mmaction - INFO - Epoch [181][1100/1253] lr: 6.065e-02, eta: 1 day, 7:37:54, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.4828, top5_acc: 0.7211, loss_cls: 2.2534, loss: 2.2534, grad_norm: 2.3173 2020-07-20 02:03:59,999 - mmaction - INFO - Epoch [181][1120/1253] lr: 6.065e-02, eta: 1 day, 7:37:28, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.4977, top5_acc: 0.7260, loss_cls: 2.2018, loss: 2.2018, grad_norm: 2.3548 2020-07-20 02:04:21,414 - mmaction - INFO - Epoch [181][1140/1253] lr: 6.065e-02, eta: 1 day, 7:37:02, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.4820, top5_acc: 0.7154, loss_cls: 2.2606, loss: 2.2606, grad_norm: 2.3151 2020-07-20 02:04:42,675 - mmaction - INFO - Epoch [181][1160/1253] lr: 6.065e-02, eta: 1 day, 7:36:36, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4938, top5_acc: 0.7292, loss_cls: 2.2134, loss: 2.2134, grad_norm: 2.3799 2020-07-20 02:05:04,222 - mmaction - INFO - Epoch [181][1180/1253] lr: 6.065e-02, eta: 1 day, 7:36:11, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.5055, top5_acc: 0.7359, loss_cls: 2.1811, loss: 2.1811, grad_norm: 2.3429 2020-07-20 02:05:25,434 - mmaction - INFO - Epoch [181][1200/1253] lr: 6.065e-02, eta: 1 day, 7:35:45, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4841, top5_acc: 0.7234, loss_cls: 2.2740, loss: 2.2740, grad_norm: 2.4060 2020-07-20 02:05:46,669 - mmaction - INFO - Epoch [181][1220/1253] lr: 6.065e-02, eta: 1 day, 7:35:19, time: 1.061, data_time: 0.001, memory: 9059, top1_acc: 0.4737, top5_acc: 0.7115, loss_cls: 2.3361, loss: 2.3361, grad_norm: 2.3926 2020-07-20 02:06:08,383 - mmaction - INFO - Epoch [181][1240/1253] lr: 6.065e-02, eta: 1 day, 7:34:53, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.4966, top5_acc: 0.7289, loss_cls: 2.2266, loss: 2.2266, grad_norm: 2.3497 2020-07-20 02:09:48,778 - mmaction - INFO - Epoch [182][20/1253] lr: 5.917e-02, eta: 1 day, 7:35:48, time: 9.910, data_time: 8.734, memory: 9059, top1_acc: 0.5039, top5_acc: 0.7401, loss_cls: 2.1611, loss: 2.1611, grad_norm: 2.3514 2020-07-20 02:10:10,025 - mmaction - INFO - Epoch [182][40/1253] lr: 5.917e-02, eta: 1 day, 7:35:22, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4945, top5_acc: 0.7313, loss_cls: 2.2135, loss: 2.2135, grad_norm: 2.3202 2020-07-20 02:10:31,493 - mmaction - INFO - Epoch [182][60/1253] lr: 5.917e-02, eta: 1 day, 7:34:56, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.4904, top5_acc: 0.7305, loss_cls: 2.2252, loss: 2.2252, grad_norm: 2.3269 2020-07-20 02:10:52,730 - mmaction - INFO - Epoch [182][80/1253] lr: 5.917e-02, eta: 1 day, 7:34:30, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4932, top5_acc: 0.7315, loss_cls: 2.1873, loss: 2.1873, grad_norm: 2.3371 2020-07-20 02:11:14,064 - mmaction - INFO - Epoch [182][100/1253] lr: 5.917e-02, eta: 1 day, 7:34:04, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4906, top5_acc: 0.7313, loss_cls: 2.2491, loss: 2.2491, grad_norm: 2.3478 2020-07-20 02:11:35,500 - mmaction - INFO - Epoch [182][120/1253] lr: 5.917e-02, eta: 1 day, 7:33:38, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.5018, top5_acc: 0.7263, loss_cls: 2.2124, loss: 2.2124, grad_norm: 2.3014 2020-07-20 02:11:56,934 - mmaction - INFO - Epoch [182][140/1253] lr: 5.917e-02, eta: 1 day, 7:33:13, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.5018, top5_acc: 0.7232, loss_cls: 2.2181, loss: 2.2181, grad_norm: 2.3120 2020-07-20 02:12:18,751 - mmaction - INFO - Epoch [182][160/1253] lr: 5.917e-02, eta: 1 day, 7:32:47, time: 1.091, data_time: 0.002, memory: 9059, top1_acc: 0.5018, top5_acc: 0.7370, loss_cls: 2.1761, loss: 2.1761, grad_norm: 2.2704 2020-07-20 02:12:40,102 - mmaction - INFO - Epoch [182][180/1253] lr: 5.917e-02, eta: 1 day, 7:32:21, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4885, top5_acc: 0.7284, loss_cls: 2.2121, loss: 2.2121, grad_norm: 2.3487 2020-07-20 02:13:01,401 - mmaction - INFO - Epoch [182][200/1253] lr: 5.917e-02, eta: 1 day, 7:31:55, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4982, top5_acc: 0.7339, loss_cls: 2.2074, loss: 2.2074, grad_norm: 2.3137 2020-07-20 02:13:22,636 - mmaction - INFO - Epoch [182][220/1253] lr: 5.917e-02, eta: 1 day, 7:31:29, time: 1.061, data_time: 0.003, memory: 9059, top1_acc: 0.5013, top5_acc: 0.7344, loss_cls: 2.2093, loss: 2.2093, grad_norm: 2.3009 2020-07-20 02:13:44,087 - mmaction - INFO - Epoch [182][240/1253] lr: 5.917e-02, eta: 1 day, 7:31:03, time: 1.074, data_time: 0.003, memory: 9059, top1_acc: 0.5029, top5_acc: 0.7224, loss_cls: 2.2070, loss: 2.2070, grad_norm: 2.3430 2020-07-20 02:14:06,626 - mmaction - INFO - Epoch [182][260/1253] lr: 5.917e-02, eta: 1 day, 7:30:38, time: 1.127, data_time: 0.002, memory: 9059, top1_acc: 0.5010, top5_acc: 0.7318, loss_cls: 2.2239, loss: 2.2239, grad_norm: 2.3562 2020-07-20 02:14:28,023 - mmaction - INFO - Epoch [182][280/1253] lr: 5.917e-02, eta: 1 day, 7:30:12, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.5044, top5_acc: 0.7393, loss_cls: 2.1706, loss: 2.1706, grad_norm: 2.3348 2020-07-20 02:14:49,382 - mmaction - INFO - Epoch [182][300/1253] lr: 5.917e-02, eta: 1 day, 7:29:46, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4930, top5_acc: 0.7518, loss_cls: 2.1708, loss: 2.1708, grad_norm: 2.3132 2020-07-20 02:15:10,642 - mmaction - INFO - Epoch [182][320/1253] lr: 5.917e-02, eta: 1 day, 7:29:20, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4885, top5_acc: 0.7276, loss_cls: 2.2407, loss: 2.2407, grad_norm: 2.3764 2020-07-20 02:15:31,952 - mmaction - INFO - Epoch [182][340/1253] lr: 5.917e-02, eta: 1 day, 7:28:54, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4984, top5_acc: 0.7318, loss_cls: 2.1861, loss: 2.1861, grad_norm: 2.3136 2020-07-20 02:15:53,210 - mmaction - INFO - Epoch [182][360/1253] lr: 5.917e-02, eta: 1 day, 7:28:28, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5076, top5_acc: 0.7302, loss_cls: 2.1981, loss: 2.1981, grad_norm: 2.3350 2020-07-20 02:16:14,390 - mmaction - INFO - Epoch [182][380/1253] lr: 5.917e-02, eta: 1 day, 7:28:02, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4815, top5_acc: 0.7156, loss_cls: 2.2745, loss: 2.2745, grad_norm: 2.3625 2020-07-20 02:16:35,706 - mmaction - INFO - Epoch [182][400/1253] lr: 5.917e-02, eta: 1 day, 7:27:36, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4917, top5_acc: 0.7193, loss_cls: 2.2201, loss: 2.2201, grad_norm: 2.3135 2020-07-20 02:16:56,992 - mmaction - INFO - Epoch [182][420/1253] lr: 5.917e-02, eta: 1 day, 7:27:10, time: 1.070, data_time: 0.008, memory: 9059, top1_acc: 0.4971, top5_acc: 0.7297, loss_cls: 2.2030, loss: 2.2030, grad_norm: 2.2861 2020-07-20 02:17:18,260 - mmaction - INFO - Epoch [182][440/1253] lr: 5.917e-02, eta: 1 day, 7:26:44, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4898, top5_acc: 0.7372, loss_cls: 2.2103, loss: 2.2103, grad_norm: 2.3848 2020-07-20 02:17:39,580 - mmaction - INFO - Epoch [182][460/1253] lr: 5.917e-02, eta: 1 day, 7:26:19, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4836, top5_acc: 0.7341, loss_cls: 2.2059, loss: 2.2059, grad_norm: 2.3797 2020-07-20 02:18:01,197 - mmaction - INFO - Epoch [182][480/1253] lr: 5.917e-02, eta: 1 day, 7:25:53, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.4794, top5_acc: 0.7133, loss_cls: 2.2819, loss: 2.2819, grad_norm: 2.3447 2020-07-20 02:18:22,841 - mmaction - INFO - Epoch [182][500/1253] lr: 5.917e-02, eta: 1 day, 7:25:27, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.4831, top5_acc: 0.7130, loss_cls: 2.2893, loss: 2.2893, grad_norm: 2.3349 2020-07-20 02:18:44,066 - mmaction - INFO - Epoch [182][520/1253] lr: 5.917e-02, eta: 1 day, 7:25:01, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4844, top5_acc: 0.7198, loss_cls: 2.2650, loss: 2.2650, grad_norm: 2.3324 2020-07-20 02:19:06,081 - mmaction - INFO - Epoch [182][540/1253] lr: 5.917e-02, eta: 1 day, 7:24:36, time: 1.101, data_time: 0.002, memory: 9059, top1_acc: 0.4878, top5_acc: 0.7237, loss_cls: 2.2438, loss: 2.2438, grad_norm: 2.3269 2020-07-20 02:19:27,596 - mmaction - INFO - Epoch [182][560/1253] lr: 5.917e-02, eta: 1 day, 7:24:10, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4948, top5_acc: 0.7357, loss_cls: 2.1998, loss: 2.1998, grad_norm: 2.3223 2020-07-20 02:19:49,193 - mmaction - INFO - Epoch [182][580/1253] lr: 5.917e-02, eta: 1 day, 7:23:44, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.5018, top5_acc: 0.7313, loss_cls: 2.1708, loss: 2.1708, grad_norm: 2.3556 2020-07-20 02:20:10,579 - mmaction - INFO - Epoch [182][600/1253] lr: 5.917e-02, eta: 1 day, 7:23:18, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4964, top5_acc: 0.7245, loss_cls: 2.2524, loss: 2.2524, grad_norm: 2.3610 2020-07-20 02:20:32,053 - mmaction - INFO - Epoch [182][620/1253] lr: 5.917e-02, eta: 1 day, 7:22:52, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.5021, top5_acc: 0.7375, loss_cls: 2.1946, loss: 2.1946, grad_norm: 2.3001 2020-07-20 02:20:53,476 - mmaction - INFO - Epoch [182][640/1253] lr: 5.917e-02, eta: 1 day, 7:22:26, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4841, top5_acc: 0.7240, loss_cls: 2.2222, loss: 2.2222, grad_norm: 2.3609 2020-07-20 02:21:14,638 - mmaction - INFO - Epoch [182][660/1253] lr: 5.917e-02, eta: 1 day, 7:22:00, time: 1.061, data_time: 0.004, memory: 9059, top1_acc: 0.4859, top5_acc: 0.7237, loss_cls: 2.2248, loss: 2.2248, grad_norm: 2.3077 2020-07-20 02:21:36,028 - mmaction - INFO - Epoch [182][680/1253] lr: 5.917e-02, eta: 1 day, 7:21:35, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4906, top5_acc: 0.7273, loss_cls: 2.2178, loss: 2.2178, grad_norm: 2.3490 2020-07-20 02:21:57,463 - mmaction - INFO - Epoch [182][700/1253] lr: 5.917e-02, eta: 1 day, 7:21:09, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4872, top5_acc: 0.7255, loss_cls: 2.2573, loss: 2.2573, grad_norm: 2.3373 2020-07-20 02:22:18,935 - mmaction - INFO - Epoch [182][720/1253] lr: 5.917e-02, eta: 1 day, 7:20:43, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.4982, top5_acc: 0.7331, loss_cls: 2.1785, loss: 2.1785, grad_norm: 2.3134 2020-07-20 02:22:40,196 - mmaction - INFO - Epoch [182][740/1253] lr: 5.917e-02, eta: 1 day, 7:20:17, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4979, top5_acc: 0.7323, loss_cls: 2.2142, loss: 2.2142, grad_norm: 2.3741 2020-07-20 02:23:01,492 - mmaction - INFO - Epoch [182][760/1253] lr: 5.917e-02, eta: 1 day, 7:19:51, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4799, top5_acc: 0.7195, loss_cls: 2.2843, loss: 2.2843, grad_norm: 2.3146 2020-07-20 02:23:22,919 - mmaction - INFO - Epoch [182][780/1253] lr: 5.917e-02, eta: 1 day, 7:19:25, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.5016, top5_acc: 0.7414, loss_cls: 2.1835, loss: 2.1835, grad_norm: 2.2864 2020-07-20 02:23:44,147 - mmaction - INFO - Epoch [182][800/1253] lr: 5.917e-02, eta: 1 day, 7:18:59, time: 1.063, data_time: 0.004, memory: 9059, top1_acc: 0.4891, top5_acc: 0.7393, loss_cls: 2.2182, loss: 2.2182, grad_norm: 2.4038 2020-07-20 02:24:05,501 - mmaction - INFO - Epoch [182][820/1253] lr: 5.917e-02, eta: 1 day, 7:18:33, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.4919, top5_acc: 0.7240, loss_cls: 2.2228, loss: 2.2228, grad_norm: 2.3362 2020-07-20 02:24:26,704 - mmaction - INFO - Epoch [182][840/1253] lr: 5.917e-02, eta: 1 day, 7:18:07, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4852, top5_acc: 0.7055, loss_cls: 2.2834, loss: 2.2834, grad_norm: 2.3068 2020-07-20 02:24:48,025 - mmaction - INFO - Epoch [182][860/1253] lr: 5.917e-02, eta: 1 day, 7:17:42, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.4846, top5_acc: 0.7318, loss_cls: 2.2390, loss: 2.2390, grad_norm: 2.2953 2020-07-20 02:25:09,372 - mmaction - INFO - Epoch [182][880/1253] lr: 5.917e-02, eta: 1 day, 7:17:16, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4888, top5_acc: 0.7273, loss_cls: 2.2428, loss: 2.2428, grad_norm: 2.3694 2020-07-20 02:25:31,418 - mmaction - INFO - Epoch [182][900/1253] lr: 5.917e-02, eta: 1 day, 7:16:50, time: 1.103, data_time: 0.002, memory: 9059, top1_acc: 0.4883, top5_acc: 0.7258, loss_cls: 2.2167, loss: 2.2167, grad_norm: 2.3661 2020-07-20 02:25:52,878 - mmaction - INFO - Epoch [182][920/1253] lr: 5.917e-02, eta: 1 day, 7:16:24, time: 1.073, data_time: 0.001, memory: 9059, top1_acc: 0.4956, top5_acc: 0.7266, loss_cls: 2.1996, loss: 2.1996, grad_norm: 2.3525 2020-07-20 02:26:14,160 - mmaction - INFO - Epoch [182][940/1253] lr: 5.917e-02, eta: 1 day, 7:15:58, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4844, top5_acc: 0.7263, loss_cls: 2.2458, loss: 2.2458, grad_norm: 2.3537 2020-07-20 02:26:35,497 - mmaction - INFO - Epoch [182][960/1253] lr: 5.917e-02, eta: 1 day, 7:15:33, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.4839, top5_acc: 0.7224, loss_cls: 2.2745, loss: 2.2745, grad_norm: 2.3977 2020-07-20 02:26:57,191 - mmaction - INFO - Epoch [182][980/1253] lr: 5.917e-02, eta: 1 day, 7:15:07, time: 1.085, data_time: 0.002, memory: 9059, top1_acc: 0.4880, top5_acc: 0.7380, loss_cls: 2.2146, loss: 2.2146, grad_norm: 2.3335 2020-07-20 02:27:18,596 - mmaction - INFO - Epoch [182][1000/1253] lr: 5.917e-02, eta: 1 day, 7:14:41, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4833, top5_acc: 0.7122, loss_cls: 2.2981, loss: 2.2981, grad_norm: 2.3592 2020-07-20 02:27:40,274 - mmaction - INFO - Epoch [182][1020/1253] lr: 5.917e-02, eta: 1 day, 7:14:15, time: 1.084, data_time: 0.002, memory: 9059, top1_acc: 0.4922, top5_acc: 0.7339, loss_cls: 2.2111, loss: 2.2111, grad_norm: 2.3086 2020-07-20 02:28:01,506 - mmaction - INFO - Epoch [182][1040/1253] lr: 5.917e-02, eta: 1 day, 7:13:49, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4971, top5_acc: 0.7271, loss_cls: 2.2370, loss: 2.2370, grad_norm: 2.4473 2020-07-20 02:28:22,849 - mmaction - INFO - Epoch [182][1060/1253] lr: 5.917e-02, eta: 1 day, 7:13:24, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4969, top5_acc: 0.7378, loss_cls: 2.1852, loss: 2.1852, grad_norm: 2.3863 2020-07-20 02:28:44,197 - mmaction - INFO - Epoch [182][1080/1253] lr: 5.917e-02, eta: 1 day, 7:12:58, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5083, top5_acc: 0.7339, loss_cls: 2.1942, loss: 2.1942, grad_norm: 2.3081 2020-07-20 02:29:05,586 - mmaction - INFO - Epoch [182][1100/1253] lr: 5.917e-02, eta: 1 day, 7:12:32, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.4880, top5_acc: 0.7208, loss_cls: 2.2688, loss: 2.2688, grad_norm: 2.4019 2020-07-20 02:29:26,928 - mmaction - INFO - Epoch [182][1120/1253] lr: 5.917e-02, eta: 1 day, 7:12:06, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4844, top5_acc: 0.7271, loss_cls: 2.2684, loss: 2.2684, grad_norm: 2.3709 2020-07-20 02:29:48,105 - mmaction - INFO - Epoch [182][1140/1253] lr: 5.917e-02, eta: 1 day, 7:11:40, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4836, top5_acc: 0.7193, loss_cls: 2.2566, loss: 2.2566, grad_norm: 2.3352 2020-07-20 02:30:09,438 - mmaction - INFO - Epoch [182][1160/1253] lr: 5.917e-02, eta: 1 day, 7:11:14, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5018, top5_acc: 0.7328, loss_cls: 2.2074, loss: 2.2074, grad_norm: 2.3443 2020-07-20 02:30:31,820 - mmaction - INFO - Epoch [182][1180/1253] lr: 5.917e-02, eta: 1 day, 7:10:49, time: 1.121, data_time: 0.004, memory: 9059, top1_acc: 0.4872, top5_acc: 0.7198, loss_cls: 2.2591, loss: 2.2591, grad_norm: 2.3525 2020-07-20 02:30:53,760 - mmaction - INFO - Epoch [182][1200/1253] lr: 5.917e-02, eta: 1 day, 7:10:23, time: 1.098, data_time: 0.002, memory: 9059, top1_acc: 0.4938, top5_acc: 0.7240, loss_cls: 2.2414, loss: 2.2414, grad_norm: 2.3506 2020-07-20 02:31:15,069 - mmaction - INFO - Epoch [182][1220/1253] lr: 5.917e-02, eta: 1 day, 7:09:57, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.4766, top5_acc: 0.7302, loss_cls: 2.2881, loss: 2.2881, grad_norm: 2.3729 2020-07-20 02:31:36,304 - mmaction - INFO - Epoch [182][1240/1253] lr: 5.917e-02, eta: 1 day, 7:09:31, time: 1.061, data_time: 0.001, memory: 9059, top1_acc: 0.4961, top5_acc: 0.7221, loss_cls: 2.2440, loss: 2.2440, grad_norm: 2.3263 2020-07-20 02:34:57,906 - mmaction - INFO - Epoch [183][20/1253] lr: 5.772e-02, eta: 1 day, 7:10:15, time: 9.139, data_time: 7.601, memory: 9059, top1_acc: 0.5003, top5_acc: 0.7357, loss_cls: 2.2007, loss: 2.2007, grad_norm: 2.3088 2020-07-20 02:35:19,365 - mmaction - INFO - Epoch [183][40/1253] lr: 5.772e-02, eta: 1 day, 7:09:50, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.4992, top5_acc: 0.7359, loss_cls: 2.1863, loss: 2.1863, grad_norm: 2.3351 2020-07-20 02:35:40,653 - mmaction - INFO - Epoch [183][60/1253] lr: 5.772e-02, eta: 1 day, 7:09:24, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4945, top5_acc: 0.7307, loss_cls: 2.2334, loss: 2.2334, grad_norm: 2.3795 2020-07-20 02:36:02,404 - mmaction - INFO - Epoch [183][80/1253] lr: 5.772e-02, eta: 1 day, 7:08:58, time: 1.087, data_time: 0.018, memory: 9059, top1_acc: 0.5120, top5_acc: 0.7440, loss_cls: 2.1581, loss: 2.1581, grad_norm: 2.3686 2020-07-20 02:36:23,670 - mmaction - INFO - Epoch [183][100/1253] lr: 5.772e-02, eta: 1 day, 7:08:32, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4805, top5_acc: 0.7177, loss_cls: 2.2645, loss: 2.2645, grad_norm: 2.3597 2020-07-20 02:36:45,195 - mmaction - INFO - Epoch [183][120/1253] lr: 5.772e-02, eta: 1 day, 7:08:06, time: 1.075, data_time: 0.001, memory: 9059, top1_acc: 0.4930, top5_acc: 0.7380, loss_cls: 2.1682, loss: 2.1682, grad_norm: 2.3172 2020-07-20 02:37:06,609 - mmaction - INFO - Epoch [183][140/1253] lr: 5.772e-02, eta: 1 day, 7:07:40, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.4901, top5_acc: 0.7247, loss_cls: 2.2418, loss: 2.2418, grad_norm: 2.4066 2020-07-20 02:37:27,847 - mmaction - INFO - Epoch [183][160/1253] lr: 5.772e-02, eta: 1 day, 7:07:15, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5107, top5_acc: 0.7471, loss_cls: 2.1522, loss: 2.1522, grad_norm: 2.4240 2020-07-20 02:37:49,343 - mmaction - INFO - Epoch [183][180/1253] lr: 5.772e-02, eta: 1 day, 7:06:49, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.4813, top5_acc: 0.7258, loss_cls: 2.2518, loss: 2.2518, grad_norm: 2.4048 2020-07-20 02:38:10,597 - mmaction - INFO - Epoch [183][200/1253] lr: 5.772e-02, eta: 1 day, 7:06:23, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.4818, top5_acc: 0.7190, loss_cls: 2.2624, loss: 2.2624, grad_norm: 2.4285 2020-07-20 02:38:32,393 - mmaction - INFO - Epoch [183][220/1253] lr: 5.772e-02, eta: 1 day, 7:05:57, time: 1.091, data_time: 0.014, memory: 9059, top1_acc: 0.4846, top5_acc: 0.7141, loss_cls: 2.2896, loss: 2.2896, grad_norm: 2.4078 2020-07-20 02:38:53,886 - mmaction - INFO - Epoch [183][240/1253] lr: 5.772e-02, eta: 1 day, 7:05:31, time: 1.075, data_time: 0.001, memory: 9059, top1_acc: 0.4906, top5_acc: 0.7328, loss_cls: 2.2356, loss: 2.2356, grad_norm: 2.3709 2020-07-20 02:39:15,270 - mmaction - INFO - Epoch [183][260/1253] lr: 5.772e-02, eta: 1 day, 7:05:06, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.4786, top5_acc: 0.7208, loss_cls: 2.2670, loss: 2.2670, grad_norm: 2.3563 2020-07-20 02:39:36,488 - mmaction - INFO - Epoch [183][280/1253] lr: 5.772e-02, eta: 1 day, 7:04:40, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4857, top5_acc: 0.7219, loss_cls: 2.2662, loss: 2.2662, grad_norm: 2.3541 2020-07-20 02:39:57,793 - mmaction - INFO - Epoch [183][300/1253] lr: 5.772e-02, eta: 1 day, 7:04:14, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4924, top5_acc: 0.7370, loss_cls: 2.2094, loss: 2.2094, grad_norm: 2.3460 2020-07-20 02:40:19,166 - mmaction - INFO - Epoch [183][320/1253] lr: 5.772e-02, eta: 1 day, 7:03:48, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4820, top5_acc: 0.7320, loss_cls: 2.2452, loss: 2.2452, grad_norm: 2.4345 2020-07-20 02:40:40,563 - mmaction - INFO - Epoch [183][340/1253] lr: 5.772e-02, eta: 1 day, 7:03:22, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.5026, top5_acc: 0.7344, loss_cls: 2.1971, loss: 2.1971, grad_norm: 2.3385 2020-07-20 02:41:02,286 - mmaction - INFO - Epoch [183][360/1253] lr: 5.772e-02, eta: 1 day, 7:02:56, time: 1.086, data_time: 0.014, memory: 9059, top1_acc: 0.4898, top5_acc: 0.7260, loss_cls: 2.1908, loss: 2.1908, grad_norm: 2.3506 2020-07-20 02:41:23,435 - mmaction - INFO - Epoch [183][380/1253] lr: 5.772e-02, eta: 1 day, 7:02:30, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.4820, top5_acc: 0.7224, loss_cls: 2.2483, loss: 2.2483, grad_norm: 2.3364 2020-07-20 02:41:44,842 - mmaction - INFO - Epoch [183][400/1253] lr: 5.772e-02, eta: 1 day, 7:02:04, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.4875, top5_acc: 0.7221, loss_cls: 2.2527, loss: 2.2527, grad_norm: 2.3867 2020-07-20 02:42:06,392 - mmaction - INFO - Epoch [183][420/1253] lr: 5.772e-02, eta: 1 day, 7:01:39, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.4987, top5_acc: 0.7346, loss_cls: 2.1909, loss: 2.1909, grad_norm: 2.3605 2020-07-20 02:42:27,562 - mmaction - INFO - Epoch [183][440/1253] lr: 5.772e-02, eta: 1 day, 7:01:13, time: 1.059, data_time: 0.003, memory: 9059, top1_acc: 0.4992, top5_acc: 0.7286, loss_cls: 2.2291, loss: 2.2291, grad_norm: 2.3905 2020-07-20 02:42:48,886 - mmaction - INFO - Epoch [183][460/1253] lr: 5.772e-02, eta: 1 day, 7:00:47, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4904, top5_acc: 0.7245, loss_cls: 2.2472, loss: 2.2472, grad_norm: 2.4035 2020-07-20 02:43:10,302 - mmaction - INFO - Epoch [183][480/1253] lr: 5.772e-02, eta: 1 day, 7:00:21, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4943, top5_acc: 0.7279, loss_cls: 2.2363, loss: 2.2363, grad_norm: 2.3514 2020-07-20 02:43:32,024 - mmaction - INFO - Epoch [183][500/1253] lr: 5.772e-02, eta: 1 day, 6:59:55, time: 1.087, data_time: 0.003, memory: 9059, top1_acc: 0.4872, top5_acc: 0.7260, loss_cls: 2.2369, loss: 2.2369, grad_norm: 2.4199 2020-07-20 02:43:53,184 - mmaction - INFO - Epoch [183][520/1253] lr: 5.772e-02, eta: 1 day, 6:59:29, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.4867, top5_acc: 0.7281, loss_cls: 2.2469, loss: 2.2469, grad_norm: 2.3601 2020-07-20 02:44:14,601 - mmaction - INFO - Epoch [183][540/1253] lr: 5.772e-02, eta: 1 day, 6:59:04, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.5073, top5_acc: 0.7466, loss_cls: 2.1534, loss: 2.1534, grad_norm: 2.3830 2020-07-20 02:44:37,133 - mmaction - INFO - Epoch [183][560/1253] lr: 5.772e-02, eta: 1 day, 6:58:38, time: 1.126, data_time: 0.001, memory: 9059, top1_acc: 0.4786, top5_acc: 0.7310, loss_cls: 2.2614, loss: 2.2614, grad_norm: 2.3816 2020-07-20 02:44:58,418 - mmaction - INFO - Epoch [183][580/1253] lr: 5.772e-02, eta: 1 day, 6:58:13, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.4995, top5_acc: 0.7229, loss_cls: 2.2323, loss: 2.2323, grad_norm: 2.2870 2020-07-20 02:45:19,920 - mmaction - INFO - Epoch [183][600/1253] lr: 5.772e-02, eta: 1 day, 6:57:47, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.4940, top5_acc: 0.7326, loss_cls: 2.2037, loss: 2.2037, grad_norm: 2.3932 2020-07-20 02:45:41,312 - mmaction - INFO - Epoch [183][620/1253] lr: 5.772e-02, eta: 1 day, 6:57:21, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.4927, top5_acc: 0.7271, loss_cls: 2.2457, loss: 2.2457, grad_norm: 2.3389 2020-07-20 02:46:02,792 - mmaction - INFO - Epoch [183][640/1253] lr: 5.772e-02, eta: 1 day, 6:56:55, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.4969, top5_acc: 0.7302, loss_cls: 2.1973, loss: 2.1973, grad_norm: 2.3753 2020-07-20 02:46:25,524 - mmaction - INFO - Epoch [183][660/1253] lr: 5.772e-02, eta: 1 day, 6:56:30, time: 1.138, data_time: 0.003, memory: 9059, top1_acc: 0.4979, top5_acc: 0.7367, loss_cls: 2.1846, loss: 2.1846, grad_norm: 2.3801 2020-07-20 02:46:48,662 - mmaction - INFO - Epoch [183][680/1253] lr: 5.772e-02, eta: 1 day, 6:56:05, time: 1.152, data_time: 0.002, memory: 9059, top1_acc: 0.4935, top5_acc: 0.7354, loss_cls: 2.2298, loss: 2.2298, grad_norm: 2.3538 2020-07-20 02:47:11,313 - mmaction - INFO - Epoch [183][700/1253] lr: 5.772e-02, eta: 1 day, 6:55:40, time: 1.138, data_time: 0.007, memory: 9059, top1_acc: 0.4935, top5_acc: 0.7318, loss_cls: 2.2161, loss: 2.2161, grad_norm: 2.3379 2020-07-20 02:47:32,760 - mmaction - INFO - Epoch [183][720/1253] lr: 5.772e-02, eta: 1 day, 6:55:14, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4857, top5_acc: 0.7302, loss_cls: 2.2460, loss: 2.2460, grad_norm: 2.4178 2020-07-20 02:47:54,411 - mmaction - INFO - Epoch [183][740/1253] lr: 5.772e-02, eta: 1 day, 6:54:49, time: 1.082, data_time: 0.015, memory: 9059, top1_acc: 0.4945, top5_acc: 0.7271, loss_cls: 2.2396, loss: 2.2396, grad_norm: 2.3325 2020-07-20 02:48:15,718 - mmaction - INFO - Epoch [183][760/1253] lr: 5.772e-02, eta: 1 day, 6:54:23, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4979, top5_acc: 0.7219, loss_cls: 2.2520, loss: 2.2520, grad_norm: 2.3084 2020-07-20 02:48:37,153 - mmaction - INFO - Epoch [183][780/1253] lr: 5.772e-02, eta: 1 day, 6:53:57, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4922, top5_acc: 0.7302, loss_cls: 2.2354, loss: 2.2354, grad_norm: 2.4000 2020-07-20 02:48:58,411 - mmaction - INFO - Epoch [183][800/1253] lr: 5.772e-02, eta: 1 day, 6:53:31, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4909, top5_acc: 0.7216, loss_cls: 2.2509, loss: 2.2509, grad_norm: 2.3487 2020-07-20 02:49:19,781 - mmaction - INFO - Epoch [183][820/1253] lr: 5.772e-02, eta: 1 day, 6:53:05, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.4904, top5_acc: 0.7289, loss_cls: 2.2063, loss: 2.2063, grad_norm: 2.3352 2020-07-20 02:49:41,368 - mmaction - INFO - Epoch [183][840/1253] lr: 5.772e-02, eta: 1 day, 6:52:40, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.5039, top5_acc: 0.7326, loss_cls: 2.1979, loss: 2.1979, grad_norm: 2.3582 2020-07-20 02:50:02,564 - mmaction - INFO - Epoch [183][860/1253] lr: 5.772e-02, eta: 1 day, 6:52:14, time: 1.060, data_time: 0.003, memory: 9059, top1_acc: 0.4773, top5_acc: 0.7250, loss_cls: 2.2486, loss: 2.2486, grad_norm: 2.4055 2020-07-20 02:50:23,929 - mmaction - INFO - Epoch [183][880/1253] lr: 5.772e-02, eta: 1 day, 6:51:48, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4951, top5_acc: 0.7284, loss_cls: 2.2225, loss: 2.2225, grad_norm: 2.3379 2020-07-20 02:50:44,994 - mmaction - INFO - Epoch [183][900/1253] lr: 5.772e-02, eta: 1 day, 6:51:22, time: 1.053, data_time: 0.002, memory: 9059, top1_acc: 0.4911, top5_acc: 0.7221, loss_cls: 2.2602, loss: 2.2602, grad_norm: 2.3698 2020-07-20 02:51:06,275 - mmaction - INFO - Epoch [183][920/1253] lr: 5.772e-02, eta: 1 day, 6:50:56, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.4880, top5_acc: 0.7346, loss_cls: 2.2475, loss: 2.2475, grad_norm: 2.3188 2020-07-20 02:51:27,629 - mmaction - INFO - Epoch [183][940/1253] lr: 5.772e-02, eta: 1 day, 6:50:30, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4885, top5_acc: 0.7286, loss_cls: 2.2492, loss: 2.2492, grad_norm: 2.3684 2020-07-20 02:51:48,890 - mmaction - INFO - Epoch [183][960/1253] lr: 5.772e-02, eta: 1 day, 6:50:04, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.4984, top5_acc: 0.7326, loss_cls: 2.1957, loss: 2.1957, grad_norm: 2.3949 2020-07-20 02:52:10,164 - mmaction - INFO - Epoch [183][980/1253] lr: 5.772e-02, eta: 1 day, 6:49:38, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5029, top5_acc: 0.7359, loss_cls: 2.1612, loss: 2.1612, grad_norm: 2.3086 2020-07-20 02:52:31,428 - mmaction - INFO - Epoch [183][1000/1253] lr: 5.772e-02, eta: 1 day, 6:49:12, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4810, top5_acc: 0.7234, loss_cls: 2.2949, loss: 2.2949, grad_norm: 2.3968 2020-07-20 02:52:52,725 - mmaction - INFO - Epoch [183][1020/1253] lr: 5.772e-02, eta: 1 day, 6:48:47, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4862, top5_acc: 0.7307, loss_cls: 2.2301, loss: 2.2301, grad_norm: 2.3800 2020-07-20 02:53:14,039 - mmaction - INFO - Epoch [183][1040/1253] lr: 5.772e-02, eta: 1 day, 6:48:21, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5013, top5_acc: 0.7336, loss_cls: 2.1648, loss: 2.1648, grad_norm: 2.3748 2020-07-20 02:53:35,555 - mmaction - INFO - Epoch [183][1060/1253] lr: 5.772e-02, eta: 1 day, 6:47:55, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4919, top5_acc: 0.7271, loss_cls: 2.2206, loss: 2.2206, grad_norm: 2.3628 2020-07-20 02:53:56,788 - mmaction - INFO - Epoch [183][1080/1253] lr: 5.772e-02, eta: 1 day, 6:47:29, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.5096, top5_acc: 0.7393, loss_cls: 2.2057, loss: 2.2057, grad_norm: 2.3473 2020-07-20 02:54:18,122 - mmaction - INFO - Epoch [183][1100/1253] lr: 5.772e-02, eta: 1 day, 6:47:03, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4883, top5_acc: 0.7367, loss_cls: 2.2253, loss: 2.2253, grad_norm: 2.3491 2020-07-20 02:54:39,634 - mmaction - INFO - Epoch [183][1120/1253] lr: 5.772e-02, eta: 1 day, 6:46:38, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4979, top5_acc: 0.7268, loss_cls: 2.2393, loss: 2.2393, grad_norm: 2.4174 2020-07-20 02:55:01,095 - mmaction - INFO - Epoch [183][1140/1253] lr: 5.772e-02, eta: 1 day, 6:46:12, time: 1.074, data_time: 0.003, memory: 9059, top1_acc: 0.4919, top5_acc: 0.7297, loss_cls: 2.2098, loss: 2.2098, grad_norm: 2.3923 2020-07-20 02:55:22,529 - mmaction - INFO - Epoch [183][1160/1253] lr: 5.772e-02, eta: 1 day, 6:45:46, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4932, top5_acc: 0.7276, loss_cls: 2.2345, loss: 2.2345, grad_norm: 2.3729 2020-07-20 02:55:44,061 - mmaction - INFO - Epoch [183][1180/1253] lr: 5.772e-02, eta: 1 day, 6:45:20, time: 1.075, data_time: 0.001, memory: 9059, top1_acc: 0.4852, top5_acc: 0.7146, loss_cls: 2.2669, loss: 2.2669, grad_norm: 2.3607 2020-07-20 02:56:05,383 - mmaction - INFO - Epoch [183][1200/1253] lr: 5.772e-02, eta: 1 day, 6:44:54, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4930, top5_acc: 0.7292, loss_cls: 2.2275, loss: 2.2275, grad_norm: 2.3761 2020-07-20 02:56:26,573 - mmaction - INFO - Epoch [183][1220/1253] lr: 5.772e-02, eta: 1 day, 6:44:29, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4951, top5_acc: 0.7258, loss_cls: 2.2293, loss: 2.2293, grad_norm: 2.3484 2020-07-20 02:56:54,061 - mmaction - INFO - Epoch [183][1240/1253] lr: 5.772e-02, eta: 1 day, 6:44:06, time: 1.374, data_time: 0.003, memory: 9059, top1_acc: 0.4901, top5_acc: 0.7276, loss_cls: 2.2164, loss: 2.2164, grad_norm: 2.3771 2020-07-20 03:02:30,998 - mmaction - INFO - Epoch [184][20/1253] lr: 5.627e-02, eta: 1 day, 6:46:04, time: 15.754, data_time: 14.581, memory: 9059, top1_acc: 0.4966, top5_acc: 0.7214, loss_cls: 2.2097, loss: 2.2097, grad_norm: 2.3530 2020-07-20 03:02:52,599 - mmaction - INFO - Epoch [184][40/1253] lr: 5.627e-02, eta: 1 day, 6:45:39, time: 1.082, data_time: 0.004, memory: 9059, top1_acc: 0.5102, top5_acc: 0.7365, loss_cls: 2.1729, loss: 2.1729, grad_norm: 2.4013 2020-07-20 03:03:14,294 - mmaction - INFO - Epoch [184][60/1253] lr: 5.627e-02, eta: 1 day, 6:45:13, time: 1.084, data_time: 0.002, memory: 9059, top1_acc: 0.5112, top5_acc: 0.7281, loss_cls: 2.1823, loss: 2.1823, grad_norm: 2.3432 2020-07-20 03:03:35,625 - mmaction - INFO - Epoch [184][80/1253] lr: 5.627e-02, eta: 1 day, 6:44:47, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.5016, top5_acc: 0.7359, loss_cls: 2.1853, loss: 2.1853, grad_norm: 2.3408 2020-07-20 03:03:56,968 - mmaction - INFO - Epoch [184][100/1253] lr: 5.627e-02, eta: 1 day, 6:44:21, time: 1.068, data_time: 0.004, memory: 9059, top1_acc: 0.5076, top5_acc: 0.7417, loss_cls: 2.1461, loss: 2.1461, grad_norm: 2.3871 2020-07-20 03:04:18,822 - mmaction - INFO - Epoch [184][120/1253] lr: 5.627e-02, eta: 1 day, 6:43:56, time: 1.093, data_time: 0.002, memory: 9059, top1_acc: 0.4924, top5_acc: 0.7362, loss_cls: 2.1915, loss: 2.1915, grad_norm: 2.4359 2020-07-20 03:04:40,108 - mmaction - INFO - Epoch [184][140/1253] lr: 5.627e-02, eta: 1 day, 6:43:30, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4953, top5_acc: 0.7320, loss_cls: 2.2022, loss: 2.2022, grad_norm: 2.3710 2020-07-20 03:05:01,306 - mmaction - INFO - Epoch [184][160/1253] lr: 5.627e-02, eta: 1 day, 6:43:04, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.5109, top5_acc: 0.7354, loss_cls: 2.1607, loss: 2.1607, grad_norm: 2.3395 2020-07-20 03:05:22,824 - mmaction - INFO - Epoch [184][180/1253] lr: 5.627e-02, eta: 1 day, 6:42:38, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.4961, top5_acc: 0.7359, loss_cls: 2.1963, loss: 2.1963, grad_norm: 2.3767 2020-07-20 03:05:43,924 - mmaction - INFO - Epoch [184][200/1253] lr: 5.627e-02, eta: 1 day, 6:42:12, time: 1.055, data_time: 0.002, memory: 9059, top1_acc: 0.4852, top5_acc: 0.7224, loss_cls: 2.2636, loss: 2.2636, grad_norm: 2.3630 2020-07-20 03:06:05,289 - mmaction - INFO - Epoch [184][220/1253] lr: 5.627e-02, eta: 1 day, 6:41:46, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5094, top5_acc: 0.7276, loss_cls: 2.1849, loss: 2.1849, grad_norm: 2.3262 2020-07-20 03:06:26,686 - mmaction - INFO - Epoch [184][240/1253] lr: 5.627e-02, eta: 1 day, 6:41:20, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4836, top5_acc: 0.7253, loss_cls: 2.2426, loss: 2.2426, grad_norm: 2.4253 2020-07-20 03:06:47,985 - mmaction - INFO - Epoch [184][260/1253] lr: 5.627e-02, eta: 1 day, 6:40:54, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4852, top5_acc: 0.7247, loss_cls: 2.2190, loss: 2.2190, grad_norm: 2.3492 2020-07-20 03:07:09,188 - mmaction - INFO - Epoch [184][280/1253] lr: 5.627e-02, eta: 1 day, 6:40:29, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4958, top5_acc: 0.7461, loss_cls: 2.1423, loss: 2.1423, grad_norm: 2.3636 2020-07-20 03:07:30,634 - mmaction - INFO - Epoch [184][300/1253] lr: 5.627e-02, eta: 1 day, 6:40:03, time: 1.072, data_time: 0.004, memory: 9059, top1_acc: 0.5049, top5_acc: 0.7354, loss_cls: 2.1678, loss: 2.1678, grad_norm: 2.3841 2020-07-20 03:07:51,946 - mmaction - INFO - Epoch [184][320/1253] lr: 5.627e-02, eta: 1 day, 6:39:37, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4917, top5_acc: 0.7323, loss_cls: 2.2291, loss: 2.2291, grad_norm: 2.3682 2020-07-20 03:08:13,102 - mmaction - INFO - Epoch [184][340/1253] lr: 5.627e-02, eta: 1 day, 6:39:11, time: 1.057, data_time: 0.001, memory: 9059, top1_acc: 0.4977, top5_acc: 0.7279, loss_cls: 2.1999, loss: 2.1999, grad_norm: 2.3574 2020-07-20 03:08:34,422 - mmaction - INFO - Epoch [184][360/1253] lr: 5.627e-02, eta: 1 day, 6:38:45, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5016, top5_acc: 0.7326, loss_cls: 2.1955, loss: 2.1955, grad_norm: 2.3755 2020-07-20 03:08:55,742 - mmaction - INFO - Epoch [184][380/1253] lr: 5.627e-02, eta: 1 day, 6:38:19, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.5083, top5_acc: 0.7370, loss_cls: 2.1527, loss: 2.1527, grad_norm: 2.4458 2020-07-20 03:09:16,893 - mmaction - INFO - Epoch [184][400/1253] lr: 5.627e-02, eta: 1 day, 6:37:53, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.5016, top5_acc: 0.7357, loss_cls: 2.1532, loss: 2.1532, grad_norm: 2.3996 2020-07-20 03:09:38,376 - mmaction - INFO - Epoch [184][420/1253] lr: 5.627e-02, eta: 1 day, 6:37:27, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.4901, top5_acc: 0.7302, loss_cls: 2.2295, loss: 2.2295, grad_norm: 2.3822 2020-07-20 03:09:59,744 - mmaction - INFO - Epoch [184][440/1253] lr: 5.627e-02, eta: 1 day, 6:37:02, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.4846, top5_acc: 0.7148, loss_cls: 2.2841, loss: 2.2841, grad_norm: 2.3451 2020-07-20 03:10:21,630 - mmaction - INFO - Epoch [184][460/1253] lr: 5.627e-02, eta: 1 day, 6:36:36, time: 1.094, data_time: 0.013, memory: 9059, top1_acc: 0.4880, top5_acc: 0.7195, loss_cls: 2.2647, loss: 2.2647, grad_norm: 2.3865 2020-07-20 03:10:42,945 - mmaction - INFO - Epoch [184][480/1253] lr: 5.627e-02, eta: 1 day, 6:36:10, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5021, top5_acc: 0.7331, loss_cls: 2.2105, loss: 2.2105, grad_norm: 2.3440 2020-07-20 03:11:04,338 - mmaction - INFO - Epoch [184][500/1253] lr: 5.627e-02, eta: 1 day, 6:35:44, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4859, top5_acc: 0.7201, loss_cls: 2.2650, loss: 2.2650, grad_norm: 2.3930 2020-07-20 03:11:25,637 - mmaction - INFO - Epoch [184][520/1253] lr: 5.627e-02, eta: 1 day, 6:35:18, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4927, top5_acc: 0.7229, loss_cls: 2.2609, loss: 2.2609, grad_norm: 2.3421 2020-07-20 03:11:46,813 - mmaction - INFO - Epoch [184][540/1253] lr: 5.627e-02, eta: 1 day, 6:34:52, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4862, top5_acc: 0.7297, loss_cls: 2.2495, loss: 2.2495, grad_norm: 2.4014 2020-07-20 03:12:08,180 - mmaction - INFO - Epoch [184][560/1253] lr: 5.627e-02, eta: 1 day, 6:34:27, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4948, top5_acc: 0.7359, loss_cls: 2.2172, loss: 2.2172, grad_norm: 2.4026 2020-07-20 03:12:29,467 - mmaction - INFO - Epoch [184][580/1253] lr: 5.627e-02, eta: 1 day, 6:34:01, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4810, top5_acc: 0.7234, loss_cls: 2.2396, loss: 2.2396, grad_norm: 2.4075 2020-07-20 03:12:51,105 - mmaction - INFO - Epoch [184][600/1253] lr: 5.627e-02, eta: 1 day, 6:33:35, time: 1.082, data_time: 0.003, memory: 9059, top1_acc: 0.4971, top5_acc: 0.7310, loss_cls: 2.2093, loss: 2.2093, grad_norm: 2.3619 2020-07-20 03:13:12,639 - mmaction - INFO - Epoch [184][620/1253] lr: 5.627e-02, eta: 1 day, 6:33:09, time: 1.078, data_time: 0.003, memory: 9059, top1_acc: 0.5005, top5_acc: 0.7349, loss_cls: 2.1874, loss: 2.1874, grad_norm: 2.3772 2020-07-20 03:13:33,852 - mmaction - INFO - Epoch [184][640/1253] lr: 5.627e-02, eta: 1 day, 6:32:43, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4979, top5_acc: 0.7333, loss_cls: 2.1808, loss: 2.1808, grad_norm: 2.3990 2020-07-20 03:13:56,248 - mmaction - INFO - Epoch [184][660/1253] lr: 5.627e-02, eta: 1 day, 6:32:18, time: 1.120, data_time: 0.002, memory: 9059, top1_acc: 0.4958, top5_acc: 0.7328, loss_cls: 2.2040, loss: 2.2040, grad_norm: 2.3828 2020-07-20 03:14:17,460 - mmaction - INFO - Epoch [184][680/1253] lr: 5.627e-02, eta: 1 day, 6:31:52, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4990, top5_acc: 0.7320, loss_cls: 2.2182, loss: 2.2182, grad_norm: 2.3940 2020-07-20 03:14:39,035 - mmaction - INFO - Epoch [184][700/1253] lr: 5.627e-02, eta: 1 day, 6:31:27, time: 1.079, data_time: 0.003, memory: 9059, top1_acc: 0.4914, top5_acc: 0.7299, loss_cls: 2.2407, loss: 2.2407, grad_norm: 2.3903 2020-07-20 03:15:00,478 - mmaction - INFO - Epoch [184][720/1253] lr: 5.627e-02, eta: 1 day, 6:31:01, time: 1.074, data_time: 0.003, memory: 9059, top1_acc: 0.4930, top5_acc: 0.7219, loss_cls: 2.2136, loss: 2.2136, grad_norm: 2.3909 2020-07-20 03:15:22,300 - mmaction - INFO - Epoch [184][740/1253] lr: 5.627e-02, eta: 1 day, 6:30:35, time: 1.091, data_time: 0.001, memory: 9059, top1_acc: 0.4836, top5_acc: 0.7276, loss_cls: 2.2456, loss: 2.2456, grad_norm: 2.4047 2020-07-20 03:15:43,653 - mmaction - INFO - Epoch [184][760/1253] lr: 5.627e-02, eta: 1 day, 6:30:09, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.4906, top5_acc: 0.7273, loss_cls: 2.2362, loss: 2.2362, grad_norm: 2.4181 2020-07-20 03:16:05,096 - mmaction - INFO - Epoch [184][780/1253] lr: 5.627e-02, eta: 1 day, 6:29:44, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.5034, top5_acc: 0.7326, loss_cls: 2.2200, loss: 2.2200, grad_norm: 2.4263 2020-07-20 03:16:26,982 - mmaction - INFO - Epoch [184][800/1253] lr: 5.627e-02, eta: 1 day, 6:29:18, time: 1.094, data_time: 0.017, memory: 9059, top1_acc: 0.4971, top5_acc: 0.7333, loss_cls: 2.1944, loss: 2.1944, grad_norm: 2.3897 2020-07-20 03:16:49,209 - mmaction - INFO - Epoch [184][820/1253] lr: 5.627e-02, eta: 1 day, 6:28:53, time: 1.113, data_time: 0.012, memory: 9059, top1_acc: 0.4943, top5_acc: 0.7359, loss_cls: 2.1922, loss: 2.1922, grad_norm: 2.3799 2020-07-20 03:17:11,247 - mmaction - INFO - Epoch [184][840/1253] lr: 5.627e-02, eta: 1 day, 6:28:27, time: 1.101, data_time: 0.010, memory: 9059, top1_acc: 0.5000, top5_acc: 0.7284, loss_cls: 2.2359, loss: 2.2359, grad_norm: 2.3451 2020-07-20 03:17:33,753 - mmaction - INFO - Epoch [184][860/1253] lr: 5.627e-02, eta: 1 day, 6:28:02, time: 1.126, data_time: 0.012, memory: 9059, top1_acc: 0.4898, top5_acc: 0.7219, loss_cls: 2.2392, loss: 2.2392, grad_norm: 2.4533 2020-07-20 03:17:55,705 - mmaction - INFO - Epoch [184][880/1253] lr: 5.627e-02, eta: 1 day, 6:27:37, time: 1.095, data_time: 0.009, memory: 9059, top1_acc: 0.4846, top5_acc: 0.7216, loss_cls: 2.2602, loss: 2.2602, grad_norm: 2.3747 2020-07-20 03:18:17,933 - mmaction - INFO - Epoch [184][900/1253] lr: 5.627e-02, eta: 1 day, 6:27:11, time: 1.110, data_time: 0.011, memory: 9059, top1_acc: 0.4992, top5_acc: 0.7354, loss_cls: 2.2092, loss: 2.2092, grad_norm: 2.4113 2020-07-20 03:18:40,919 - mmaction - INFO - Epoch [184][920/1253] lr: 5.627e-02, eta: 1 day, 6:26:46, time: 1.148, data_time: 0.024, memory: 9059, top1_acc: 0.4906, top5_acc: 0.7263, loss_cls: 2.2443, loss: 2.2443, grad_norm: 2.4106 2020-07-20 03:19:03,183 - mmaction - INFO - Epoch [184][940/1253] lr: 5.627e-02, eta: 1 day, 6:26:21, time: 1.118, data_time: 0.026, memory: 9059, top1_acc: 0.4977, top5_acc: 0.7284, loss_cls: 2.2335, loss: 2.2335, grad_norm: 2.4057 2020-07-20 03:19:24,856 - mmaction - INFO - Epoch [184][960/1253] lr: 5.627e-02, eta: 1 day, 6:25:55, time: 1.083, data_time: 0.006, memory: 9059, top1_acc: 0.4953, top5_acc: 0.7456, loss_cls: 2.1625, loss: 2.1625, grad_norm: 2.3321 2020-07-20 03:19:47,177 - mmaction - INFO - Epoch [184][980/1253] lr: 5.627e-02, eta: 1 day, 6:25:30, time: 1.114, data_time: 0.010, memory: 9059, top1_acc: 0.4938, top5_acc: 0.7323, loss_cls: 2.2081, loss: 2.2081, grad_norm: 2.3860 2020-07-20 03:20:09,356 - mmaction - INFO - Epoch [184][1000/1253] lr: 5.627e-02, eta: 1 day, 6:25:05, time: 1.111, data_time: 0.009, memory: 9059, top1_acc: 0.4984, top5_acc: 0.7240, loss_cls: 2.1994, loss: 2.1994, grad_norm: 2.4235 2020-07-20 03:20:31,295 - mmaction - INFO - Epoch [184][1020/1253] lr: 5.627e-02, eta: 1 day, 6:24:39, time: 1.093, data_time: 0.020, memory: 9059, top1_acc: 0.4919, top5_acc: 0.7359, loss_cls: 2.1948, loss: 2.1948, grad_norm: 2.3967 2020-07-20 03:20:53,432 - mmaction - INFO - Epoch [184][1040/1253] lr: 5.627e-02, eta: 1 day, 6:24:14, time: 1.111, data_time: 0.024, memory: 9059, top1_acc: 0.5005, top5_acc: 0.7378, loss_cls: 2.1845, loss: 2.1845, grad_norm: 2.4101 2020-07-20 03:21:15,634 - mmaction - INFO - Epoch [184][1060/1253] lr: 5.627e-02, eta: 1 day, 6:23:49, time: 1.111, data_time: 0.011, memory: 9059, top1_acc: 0.4924, top5_acc: 0.7247, loss_cls: 2.2538, loss: 2.2538, grad_norm: 2.3642 2020-07-20 03:21:37,505 - mmaction - INFO - Epoch [184][1080/1253] lr: 5.627e-02, eta: 1 day, 6:23:23, time: 1.093, data_time: 0.008, memory: 9059, top1_acc: 0.4885, top5_acc: 0.7279, loss_cls: 2.2348, loss: 2.2348, grad_norm: 2.3645 2020-07-20 03:21:58,824 - mmaction - INFO - Epoch [184][1100/1253] lr: 5.627e-02, eta: 1 day, 6:22:57, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4948, top5_acc: 0.7263, loss_cls: 2.2130, loss: 2.2130, grad_norm: 2.3839 2020-07-20 03:22:20,000 - mmaction - INFO - Epoch [184][1120/1253] lr: 5.627e-02, eta: 1 day, 6:22:31, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.4839, top5_acc: 0.7214, loss_cls: 2.2738, loss: 2.2738, grad_norm: 2.4135 2020-07-20 03:22:41,417 - mmaction - INFO - Epoch [184][1140/1253] lr: 5.627e-02, eta: 1 day, 6:22:06, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.5039, top5_acc: 0.7344, loss_cls: 2.1956, loss: 2.1956, grad_norm: 2.3730 2020-07-20 03:23:02,982 - mmaction - INFO - Epoch [184][1160/1253] lr: 5.627e-02, eta: 1 day, 6:21:40, time: 1.079, data_time: 0.003, memory: 9059, top1_acc: 0.4914, top5_acc: 0.7310, loss_cls: 2.2101, loss: 2.2101, grad_norm: 2.3924 2020-07-20 03:23:24,676 - mmaction - INFO - Epoch [184][1180/1253] lr: 5.627e-02, eta: 1 day, 6:21:14, time: 1.083, data_time: 0.002, memory: 9059, top1_acc: 0.4964, top5_acc: 0.7310, loss_cls: 2.2320, loss: 2.2320, grad_norm: 2.4004 2020-07-20 03:23:46,117 - mmaction - INFO - Epoch [184][1200/1253] lr: 5.627e-02, eta: 1 day, 6:20:48, time: 1.074, data_time: 0.003, memory: 9059, top1_acc: 0.4872, top5_acc: 0.7396, loss_cls: 2.2277, loss: 2.2277, grad_norm: 2.4073 2020-07-20 03:24:07,364 - mmaction - INFO - Epoch [184][1220/1253] lr: 5.627e-02, eta: 1 day, 6:20:23, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5167, top5_acc: 0.7542, loss_cls: 2.0886, loss: 2.0886, grad_norm: 2.3271 2020-07-20 03:24:28,551 - mmaction - INFO - Epoch [184][1240/1253] lr: 5.627e-02, eta: 1 day, 6:19:57, time: 1.059, data_time: 0.001, memory: 9059, top1_acc: 0.4924, top5_acc: 0.7242, loss_cls: 2.2488, loss: 2.2488, grad_norm: 2.4396 2020-07-20 03:24:48,898 - mmaction - INFO - Saving checkpoint at 184 epochs 2020-07-20 03:28:03,755 - mmaction - INFO - Epoch [185][20/1253] lr: 5.484e-02, eta: 1 day, 6:20:43, time: 9.671, data_time: 8.486, memory: 9059, top1_acc: 0.4987, top5_acc: 0.7362, loss_cls: 2.1881, loss: 2.1881, grad_norm: 2.4130 2020-07-20 03:28:25,037 - mmaction - INFO - Epoch [185][40/1253] lr: 5.484e-02, eta: 1 day, 6:20:17, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4987, top5_acc: 0.7401, loss_cls: 2.1710, loss: 2.1710, grad_norm: 2.3538 2020-07-20 03:28:46,530 - mmaction - INFO - Epoch [185][60/1253] lr: 5.484e-02, eta: 1 day, 6:19:51, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.5109, top5_acc: 0.7414, loss_cls: 2.1384, loss: 2.1384, grad_norm: 2.3850 2020-07-20 03:29:07,757 - mmaction - INFO - Epoch [185][80/1253] lr: 5.484e-02, eta: 1 day, 6:19:26, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.5005, top5_acc: 0.7328, loss_cls: 2.1944, loss: 2.1944, grad_norm: 2.3855 2020-07-20 03:29:29,228 - mmaction - INFO - Epoch [185][100/1253] lr: 5.484e-02, eta: 1 day, 6:19:00, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.5073, top5_acc: 0.7461, loss_cls: 2.1631, loss: 2.1631, grad_norm: 2.3800 2020-07-20 03:29:50,486 - mmaction - INFO - Epoch [185][120/1253] lr: 5.484e-02, eta: 1 day, 6:18:34, time: 1.068, data_time: 0.007, memory: 9059, top1_acc: 0.5044, top5_acc: 0.7484, loss_cls: 2.1549, loss: 2.1549, grad_norm: 2.4385 2020-07-20 03:30:12,709 - mmaction - INFO - Epoch [185][140/1253] lr: 5.484e-02, eta: 1 day, 6:18:09, time: 1.111, data_time: 0.002, memory: 9059, top1_acc: 0.4935, top5_acc: 0.7273, loss_cls: 2.2464, loss: 2.2464, grad_norm: 2.4577 2020-07-20 03:30:34,127 - mmaction - INFO - Epoch [185][160/1253] lr: 5.484e-02, eta: 1 day, 6:17:43, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.5083, top5_acc: 0.7372, loss_cls: 2.1345, loss: 2.1345, grad_norm: 2.4030 2020-07-20 03:30:55,472 - mmaction - INFO - Epoch [185][180/1253] lr: 5.484e-02, eta: 1 day, 6:17:17, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5021, top5_acc: 0.7417, loss_cls: 2.1442, loss: 2.1442, grad_norm: 2.4186 2020-07-20 03:31:16,742 - mmaction - INFO - Epoch [185][200/1253] lr: 5.484e-02, eta: 1 day, 6:16:51, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5073, top5_acc: 0.7388, loss_cls: 2.1742, loss: 2.1742, grad_norm: 2.4247 2020-07-20 03:31:38,071 - mmaction - INFO - Epoch [185][220/1253] lr: 5.484e-02, eta: 1 day, 6:16:25, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.4914, top5_acc: 0.7297, loss_cls: 2.2293, loss: 2.2293, grad_norm: 2.3777 2020-07-20 03:31:59,470 - mmaction - INFO - Epoch [185][240/1253] lr: 5.484e-02, eta: 1 day, 6:15:59, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.5065, top5_acc: 0.7484, loss_cls: 2.1429, loss: 2.1429, grad_norm: 2.4191 2020-07-20 03:32:20,693 - mmaction - INFO - Epoch [185][260/1253] lr: 5.484e-02, eta: 1 day, 6:15:33, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4805, top5_acc: 0.7237, loss_cls: 2.2430, loss: 2.2430, grad_norm: 2.4560 2020-07-20 03:32:41,918 - mmaction - INFO - Epoch [185][280/1253] lr: 5.484e-02, eta: 1 day, 6:15:08, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5021, top5_acc: 0.7482, loss_cls: 2.1366, loss: 2.1366, grad_norm: 2.3635 2020-07-20 03:33:03,277 - mmaction - INFO - Epoch [185][300/1253] lr: 5.484e-02, eta: 1 day, 6:14:42, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4922, top5_acc: 0.7367, loss_cls: 2.1958, loss: 2.1958, grad_norm: 2.4370 2020-07-20 03:33:24,694 - mmaction - INFO - Epoch [185][320/1253] lr: 5.484e-02, eta: 1 day, 6:14:16, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.5021, top5_acc: 0.7378, loss_cls: 2.1780, loss: 2.1780, grad_norm: 2.3511 2020-07-20 03:33:46,102 - mmaction - INFO - Epoch [185][340/1253] lr: 5.484e-02, eta: 1 day, 6:13:50, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.5128, top5_acc: 0.7404, loss_cls: 2.1617, loss: 2.1617, grad_norm: 2.3900 2020-07-20 03:34:07,360 - mmaction - INFO - Epoch [185][360/1253] lr: 5.484e-02, eta: 1 day, 6:13:24, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4904, top5_acc: 0.7336, loss_cls: 2.2069, loss: 2.2069, grad_norm: 2.4658 2020-07-20 03:34:28,602 - mmaction - INFO - Epoch [185][380/1253] lr: 5.484e-02, eta: 1 day, 6:12:58, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4961, top5_acc: 0.7297, loss_cls: 2.2234, loss: 2.2234, grad_norm: 2.4339 2020-07-20 03:34:50,498 - mmaction - INFO - Epoch [185][400/1253] lr: 5.484e-02, eta: 1 day, 6:12:33, time: 1.095, data_time: 0.002, memory: 9059, top1_acc: 0.5016, top5_acc: 0.7323, loss_cls: 2.1695, loss: 2.1695, grad_norm: 2.3780 2020-07-20 03:35:11,871 - mmaction - INFO - Epoch [185][420/1253] lr: 5.484e-02, eta: 1 day, 6:12:07, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5016, top5_acc: 0.7318, loss_cls: 2.2050, loss: 2.2050, grad_norm: 2.3810 2020-07-20 03:35:32,970 - mmaction - INFO - Epoch [185][440/1253] lr: 5.484e-02, eta: 1 day, 6:11:41, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.5016, top5_acc: 0.7451, loss_cls: 2.1459, loss: 2.1459, grad_norm: 2.4545 2020-07-20 03:35:54,188 - mmaction - INFO - Epoch [185][460/1253] lr: 5.484e-02, eta: 1 day, 6:11:15, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4990, top5_acc: 0.7273, loss_cls: 2.2280, loss: 2.2280, grad_norm: 2.3977 2020-07-20 03:36:15,866 - mmaction - INFO - Epoch [185][480/1253] lr: 5.484e-02, eta: 1 day, 6:10:50, time: 1.085, data_time: 0.003, memory: 9059, top1_acc: 0.5057, top5_acc: 0.7359, loss_cls: 2.1739, loss: 2.1739, grad_norm: 2.3776 2020-07-20 03:36:37,678 - mmaction - INFO - Epoch [185][500/1253] lr: 5.484e-02, eta: 1 day, 6:10:24, time: 1.090, data_time: 0.002, memory: 9059, top1_acc: 0.4924, top5_acc: 0.7219, loss_cls: 2.2365, loss: 2.2365, grad_norm: 2.4543 2020-07-20 03:36:58,885 - mmaction - INFO - Epoch [185][520/1253] lr: 5.484e-02, eta: 1 day, 6:09:58, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4878, top5_acc: 0.7294, loss_cls: 2.2348, loss: 2.2348, grad_norm: 2.4262 2020-07-20 03:37:20,273 - mmaction - INFO - Epoch [185][540/1253] lr: 5.484e-02, eta: 1 day, 6:09:32, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4971, top5_acc: 0.7279, loss_cls: 2.1975, loss: 2.1975, grad_norm: 2.3835 2020-07-20 03:37:41,303 - mmaction - INFO - Epoch [185][560/1253] lr: 5.484e-02, eta: 1 day, 6:09:06, time: 1.052, data_time: 0.002, memory: 9059, top1_acc: 0.5070, top5_acc: 0.7432, loss_cls: 2.1532, loss: 2.1532, grad_norm: 2.3908 2020-07-20 03:38:02,509 - mmaction - INFO - Epoch [185][580/1253] lr: 5.484e-02, eta: 1 day, 6:08:41, time: 1.059, data_time: 0.001, memory: 9059, top1_acc: 0.5057, top5_acc: 0.7336, loss_cls: 2.1880, loss: 2.1880, grad_norm: 2.3890 2020-07-20 03:38:23,770 - mmaction - INFO - Epoch [185][600/1253] lr: 5.484e-02, eta: 1 day, 6:08:15, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5076, top5_acc: 0.7385, loss_cls: 2.1775, loss: 2.1775, grad_norm: 2.3829 2020-07-20 03:38:45,177 - mmaction - INFO - Epoch [185][620/1253] lr: 5.484e-02, eta: 1 day, 6:07:49, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4924, top5_acc: 0.7409, loss_cls: 2.1709, loss: 2.1709, grad_norm: 2.4222 2020-07-20 03:39:06,525 - mmaction - INFO - Epoch [185][640/1253] lr: 5.484e-02, eta: 1 day, 6:07:23, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.4940, top5_acc: 0.7380, loss_cls: 2.1959, loss: 2.1959, grad_norm: 2.4276 2020-07-20 03:39:28,017 - mmaction - INFO - Epoch [185][660/1253] lr: 5.484e-02, eta: 1 day, 6:06:57, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4982, top5_acc: 0.7341, loss_cls: 2.1926, loss: 2.1926, grad_norm: 2.4287 2020-07-20 03:39:50,412 - mmaction - INFO - Epoch [185][680/1253] lr: 5.484e-02, eta: 1 day, 6:06:32, time: 1.125, data_time: 0.007, memory: 9059, top1_acc: 0.5026, top5_acc: 0.7367, loss_cls: 2.1665, loss: 2.1665, grad_norm: 2.4092 2020-07-20 03:40:11,566 - mmaction - INFO - Epoch [185][700/1253] lr: 5.484e-02, eta: 1 day, 6:06:06, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.4844, top5_acc: 0.7169, loss_cls: 2.2626, loss: 2.2626, grad_norm: 2.4591 2020-07-20 03:40:32,905 - mmaction - INFO - Epoch [185][720/1253] lr: 5.484e-02, eta: 1 day, 6:05:40, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4935, top5_acc: 0.7294, loss_cls: 2.2024, loss: 2.2024, grad_norm: 2.4724 2020-07-20 03:40:54,100 - mmaction - INFO - Epoch [185][740/1253] lr: 5.484e-02, eta: 1 day, 6:05:15, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4901, top5_acc: 0.7211, loss_cls: 2.2551, loss: 2.2551, grad_norm: 2.4955 2020-07-20 03:41:15,536 - mmaction - INFO - Epoch [185][760/1253] lr: 5.484e-02, eta: 1 day, 6:04:49, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4982, top5_acc: 0.7349, loss_cls: 2.1849, loss: 2.1849, grad_norm: 2.3642 2020-07-20 03:41:36,900 - mmaction - INFO - Epoch [185][780/1253] lr: 5.484e-02, eta: 1 day, 6:04:23, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4815, top5_acc: 0.7242, loss_cls: 2.2266, loss: 2.2266, grad_norm: 2.4413 2020-07-20 03:41:58,316 - mmaction - INFO - Epoch [185][800/1253] lr: 5.484e-02, eta: 1 day, 6:03:57, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.5005, top5_acc: 0.7299, loss_cls: 2.2247, loss: 2.2247, grad_norm: 2.4054 2020-07-20 03:42:20,501 - mmaction - INFO - Epoch [185][820/1253] lr: 5.484e-02, eta: 1 day, 6:03:32, time: 1.109, data_time: 0.002, memory: 9059, top1_acc: 0.4857, top5_acc: 0.7318, loss_cls: 2.2403, loss: 2.2403, grad_norm: 2.4286 2020-07-20 03:42:42,700 - mmaction - INFO - Epoch [185][840/1253] lr: 5.484e-02, eta: 1 day, 6:03:07, time: 1.109, data_time: 0.002, memory: 9059, top1_acc: 0.4922, top5_acc: 0.7279, loss_cls: 2.2174, loss: 2.2174, grad_norm: 2.4067 2020-07-20 03:43:04,468 - mmaction - INFO - Epoch [185][860/1253] lr: 5.484e-02, eta: 1 day, 6:02:41, time: 1.089, data_time: 0.002, memory: 9059, top1_acc: 0.4984, top5_acc: 0.7365, loss_cls: 2.1962, loss: 2.1962, grad_norm: 2.3828 2020-07-20 03:43:25,882 - mmaction - INFO - Epoch [185][880/1253] lr: 5.484e-02, eta: 1 day, 6:02:15, time: 1.070, data_time: 0.001, memory: 9059, top1_acc: 0.5018, top5_acc: 0.7284, loss_cls: 2.1802, loss: 2.1802, grad_norm: 2.3804 2020-07-20 03:43:47,297 - mmaction - INFO - Epoch [185][900/1253] lr: 5.484e-02, eta: 1 day, 6:01:49, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.4852, top5_acc: 0.7258, loss_cls: 2.2264, loss: 2.2264, grad_norm: 2.4568 2020-07-20 03:44:08,730 - mmaction - INFO - Epoch [185][920/1253] lr: 5.484e-02, eta: 1 day, 6:01:24, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.5000, top5_acc: 0.7292, loss_cls: 2.1806, loss: 2.1806, grad_norm: 2.3567 2020-07-20 03:44:29,865 - mmaction - INFO - Epoch [185][940/1253] lr: 5.484e-02, eta: 1 day, 6:00:58, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.5042, top5_acc: 0.7279, loss_cls: 2.2245, loss: 2.2245, grad_norm: 2.4552 2020-07-20 03:44:51,260 - mmaction - INFO - Epoch [185][960/1253] lr: 5.484e-02, eta: 1 day, 6:00:32, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4823, top5_acc: 0.7229, loss_cls: 2.2239, loss: 2.2239, grad_norm: 2.4107 2020-07-20 03:45:12,436 - mmaction - INFO - Epoch [185][980/1253] lr: 5.484e-02, eta: 1 day, 6:00:06, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4898, top5_acc: 0.7297, loss_cls: 2.2003, loss: 2.2003, grad_norm: 2.4224 2020-07-20 03:45:33,644 - mmaction - INFO - Epoch [185][1000/1253] lr: 5.484e-02, eta: 1 day, 5:59:40, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.5023, top5_acc: 0.7339, loss_cls: 2.1929, loss: 2.1929, grad_norm: 2.3996 2020-07-20 03:45:55,630 - mmaction - INFO - Epoch [185][1020/1253] lr: 5.484e-02, eta: 1 day, 5:59:15, time: 1.099, data_time: 0.004, memory: 9059, top1_acc: 0.4911, top5_acc: 0.7266, loss_cls: 2.2329, loss: 2.2329, grad_norm: 2.4425 2020-07-20 03:46:17,115 - mmaction - INFO - Epoch [185][1040/1253] lr: 5.484e-02, eta: 1 day, 5:58:49, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.5023, top5_acc: 0.7315, loss_cls: 2.1884, loss: 2.1884, grad_norm: 2.4253 2020-07-20 03:46:38,526 - mmaction - INFO - Epoch [185][1060/1253] lr: 5.484e-02, eta: 1 day, 5:58:23, time: 1.070, data_time: 0.009, memory: 9059, top1_acc: 0.4932, top5_acc: 0.7227, loss_cls: 2.2441, loss: 2.2441, grad_norm: 2.4122 2020-07-20 03:46:59,654 - mmaction - INFO - Epoch [185][1080/1253] lr: 5.484e-02, eta: 1 day, 5:57:58, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.4875, top5_acc: 0.7268, loss_cls: 2.1936, loss: 2.1936, grad_norm: 2.4418 2020-07-20 03:47:21,143 - mmaction - INFO - Epoch [185][1100/1253] lr: 5.484e-02, eta: 1 day, 5:57:32, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4732, top5_acc: 0.7161, loss_cls: 2.2725, loss: 2.2725, grad_norm: 2.4187 2020-07-20 03:47:42,339 - mmaction - INFO - Epoch [185][1120/1253] lr: 5.484e-02, eta: 1 day, 5:57:06, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4911, top5_acc: 0.7253, loss_cls: 2.2522, loss: 2.2522, grad_norm: 2.3553 2020-07-20 03:48:03,714 - mmaction - INFO - Epoch [185][1140/1253] lr: 5.484e-02, eta: 1 day, 5:56:40, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5081, top5_acc: 0.7297, loss_cls: 2.1788, loss: 2.1788, grad_norm: 2.3790 2020-07-20 03:48:24,981 - mmaction - INFO - Epoch [185][1160/1253] lr: 5.484e-02, eta: 1 day, 5:56:14, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4974, top5_acc: 0.7320, loss_cls: 2.2281, loss: 2.2281, grad_norm: 2.4299 2020-07-20 03:48:46,807 - mmaction - INFO - Epoch [185][1180/1253] lr: 5.484e-02, eta: 1 day, 5:55:49, time: 1.092, data_time: 0.002, memory: 9059, top1_acc: 0.4930, top5_acc: 0.7302, loss_cls: 2.2221, loss: 2.2221, grad_norm: 2.4042 2020-07-20 03:49:08,147 - mmaction - INFO - Epoch [185][1200/1253] lr: 5.484e-02, eta: 1 day, 5:55:23, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4867, top5_acc: 0.7237, loss_cls: 2.2537, loss: 2.2537, grad_norm: 2.3573 2020-07-20 03:49:29,695 - mmaction - INFO - Epoch [185][1220/1253] lr: 5.484e-02, eta: 1 day, 5:54:57, time: 1.078, data_time: 0.004, memory: 9059, top1_acc: 0.4854, top5_acc: 0.7253, loss_cls: 2.2324, loss: 2.2324, grad_norm: 2.4326 2020-07-20 03:49:51,075 - mmaction - INFO - Epoch [185][1240/1253] lr: 5.484e-02, eta: 1 day, 5:54:32, time: 1.071, data_time: 0.003, memory: 9059, top1_acc: 0.4883, top5_acc: 0.7240, loss_cls: 2.2325, loss: 2.2325, grad_norm: 2.4876 2020-07-20 03:53:14,845 - mmaction - INFO - Epoch [186][20/1253] lr: 5.343e-02, eta: 1 day, 5:55:12, time: 9.271, data_time: 7.801, memory: 9059, top1_acc: 0.4888, top5_acc: 0.7310, loss_cls: 2.2329, loss: 2.2329, grad_norm: 2.4559 2020-07-20 03:53:36,271 - mmaction - INFO - Epoch [186][40/1253] lr: 5.343e-02, eta: 1 day, 5:54:46, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.5141, top5_acc: 0.7456, loss_cls: 2.1230, loss: 2.1230, grad_norm: 2.3751 2020-07-20 03:53:57,625 - mmaction - INFO - Epoch [186][60/1253] lr: 5.343e-02, eta: 1 day, 5:54:20, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5099, top5_acc: 0.7417, loss_cls: 2.1644, loss: 2.1644, grad_norm: 2.3792 2020-07-20 03:54:19,513 - mmaction - INFO - Epoch [186][80/1253] lr: 5.343e-02, eta: 1 day, 5:53:55, time: 1.095, data_time: 0.002, memory: 9059, top1_acc: 0.5018, top5_acc: 0.7375, loss_cls: 2.1744, loss: 2.1744, grad_norm: 2.4422 2020-07-20 03:54:40,764 - mmaction - INFO - Epoch [186][100/1253] lr: 5.343e-02, eta: 1 day, 5:53:29, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.5010, top5_acc: 0.7495, loss_cls: 2.1454, loss: 2.1454, grad_norm: 2.4384 2020-07-20 03:55:01,941 - mmaction - INFO - Epoch [186][120/1253] lr: 5.343e-02, eta: 1 day, 5:53:03, time: 1.058, data_time: 0.001, memory: 9059, top1_acc: 0.4958, top5_acc: 0.7409, loss_cls: 2.1672, loss: 2.1672, grad_norm: 2.4021 2020-07-20 03:55:24,043 - mmaction - INFO - Epoch [186][140/1253] lr: 5.343e-02, eta: 1 day, 5:52:38, time: 1.105, data_time: 0.016, memory: 9059, top1_acc: 0.5026, top5_acc: 0.7422, loss_cls: 2.1509, loss: 2.1509, grad_norm: 2.4290 2020-07-20 03:55:46,121 - mmaction - INFO - Epoch [186][160/1253] lr: 5.343e-02, eta: 1 day, 5:52:12, time: 1.104, data_time: 0.008, memory: 9059, top1_acc: 0.5057, top5_acc: 0.7456, loss_cls: 2.1311, loss: 2.1311, grad_norm: 2.3956 2020-07-20 03:56:07,943 - mmaction - INFO - Epoch [186][180/1253] lr: 5.343e-02, eta: 1 day, 5:51:47, time: 1.092, data_time: 0.013, memory: 9059, top1_acc: 0.4977, top5_acc: 0.7297, loss_cls: 2.2014, loss: 2.2014, grad_norm: 2.4071 2020-07-20 03:56:29,945 - mmaction - INFO - Epoch [186][200/1253] lr: 5.343e-02, eta: 1 day, 5:51:21, time: 1.100, data_time: 0.001, memory: 9059, top1_acc: 0.4833, top5_acc: 0.7284, loss_cls: 2.2279, loss: 2.2279, grad_norm: 2.4359 2020-07-20 03:57:40,874 - mmaction - INFO - Epoch [186][220/1253] lr: 5.343e-02, eta: 1 day, 5:51:23, time: 3.545, data_time: 0.082, memory: 9059, top1_acc: 0.4945, top5_acc: 0.7388, loss_cls: 2.1972, loss: 2.1972, grad_norm: 2.4104 2020-07-20 03:58:02,145 - mmaction - INFO - Epoch [186][240/1253] lr: 5.343e-02, eta: 1 day, 5:50:57, time: 1.062, data_time: 0.004, memory: 9059, top1_acc: 0.5052, top5_acc: 0.7388, loss_cls: 2.1597, loss: 2.1597, grad_norm: 2.3859 2020-07-20 03:58:24,109 - mmaction - INFO - Epoch [186][260/1253] lr: 5.343e-02, eta: 1 day, 5:50:31, time: 1.101, data_time: 0.009, memory: 9059, top1_acc: 0.4992, top5_acc: 0.7268, loss_cls: 2.2234, loss: 2.2234, grad_norm: 2.4361 2020-07-20 03:58:45,937 - mmaction - INFO - Epoch [186][280/1253] lr: 5.343e-02, eta: 1 day, 5:50:06, time: 1.092, data_time: 0.012, memory: 9059, top1_acc: 0.4938, top5_acc: 0.7240, loss_cls: 2.2274, loss: 2.2274, grad_norm: 2.4445 2020-07-20 03:59:08,577 - mmaction - INFO - Epoch [186][300/1253] lr: 5.343e-02, eta: 1 day, 5:49:41, time: 1.132, data_time: 0.013, memory: 9059, top1_acc: 0.5201, top5_acc: 0.7422, loss_cls: 2.1472, loss: 2.1472, grad_norm: 2.3724 2020-07-20 03:59:29,893 - mmaction - INFO - Epoch [186][320/1253] lr: 5.343e-02, eta: 1 day, 5:49:15, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4953, top5_acc: 0.7430, loss_cls: 2.1690, loss: 2.1690, grad_norm: 2.3977 2020-07-20 03:59:51,951 - mmaction - INFO - Epoch [186][340/1253] lr: 5.343e-02, eta: 1 day, 5:48:49, time: 1.102, data_time: 0.010, memory: 9059, top1_acc: 0.4909, top5_acc: 0.7281, loss_cls: 2.2324, loss: 2.2324, grad_norm: 2.5213 2020-07-20 04:00:22,619 - mmaction - INFO - Epoch [186][360/1253] lr: 5.343e-02, eta: 1 day, 5:48:29, time: 1.525, data_time: 0.010, memory: 9059, top1_acc: 0.4930, top5_acc: 0.7297, loss_cls: 2.2060, loss: 2.2060, grad_norm: 2.4727 2020-07-20 04:00:44,928 - mmaction - INFO - Epoch [186][380/1253] lr: 5.343e-02, eta: 1 day, 5:48:04, time: 1.123, data_time: 0.014, memory: 9059, top1_acc: 0.5008, top5_acc: 0.7326, loss_cls: 2.2025, loss: 2.2025, grad_norm: 2.4546 2020-07-20 04:01:17,258 - mmaction - INFO - Epoch [186][400/1253] lr: 5.343e-02, eta: 1 day, 5:47:44, time: 1.615, data_time: 0.002, memory: 9059, top1_acc: 0.4867, top5_acc: 0.7281, loss_cls: 2.2119, loss: 2.2119, grad_norm: 2.4463 2020-07-20 04:01:39,376 - mmaction - INFO - Epoch [186][420/1253] lr: 5.343e-02, eta: 1 day, 5:47:18, time: 1.107, data_time: 0.017, memory: 9059, top1_acc: 0.4948, top5_acc: 0.7310, loss_cls: 2.2150, loss: 2.2150, grad_norm: 2.4115 2020-07-20 04:02:01,067 - mmaction - INFO - Epoch [186][440/1253] lr: 5.343e-02, eta: 1 day, 5:46:53, time: 1.079, data_time: 0.007, memory: 9059, top1_acc: 0.5180, top5_acc: 0.7477, loss_cls: 2.1432, loss: 2.1432, grad_norm: 2.3668 2020-07-20 04:02:23,074 - mmaction - INFO - Epoch [186][460/1253] lr: 5.343e-02, eta: 1 day, 5:46:27, time: 1.106, data_time: 0.022, memory: 9059, top1_acc: 0.5023, top5_acc: 0.7453, loss_cls: 2.1554, loss: 2.1554, grad_norm: 2.4458 2020-07-20 04:02:44,368 - mmaction - INFO - Epoch [186][480/1253] lr: 5.343e-02, eta: 1 day, 5:46:01, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4990, top5_acc: 0.7328, loss_cls: 2.1644, loss: 2.1644, grad_norm: 2.4032 2020-07-20 04:03:06,009 - mmaction - INFO - Epoch [186][500/1253] lr: 5.343e-02, eta: 1 day, 5:45:36, time: 1.081, data_time: 0.001, memory: 9059, top1_acc: 0.5008, top5_acc: 0.7333, loss_cls: 2.2111, loss: 2.2111, grad_norm: 2.4352 2020-07-20 04:03:27,178 - mmaction - INFO - Epoch [186][520/1253] lr: 5.343e-02, eta: 1 day, 5:45:10, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.4969, top5_acc: 0.7339, loss_cls: 2.1647, loss: 2.1647, grad_norm: 2.4534 2020-07-20 04:03:48,410 - mmaction - INFO - Epoch [186][540/1253] lr: 5.343e-02, eta: 1 day, 5:44:44, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.4888, top5_acc: 0.7284, loss_cls: 2.2330, loss: 2.2330, grad_norm: 2.4453 2020-07-20 04:04:09,889 - mmaction - INFO - Epoch [186][560/1253] lr: 5.343e-02, eta: 1 day, 5:44:18, time: 1.075, data_time: 0.003, memory: 9059, top1_acc: 0.4992, top5_acc: 0.7286, loss_cls: 2.2333, loss: 2.2333, grad_norm: 2.4727 2020-07-20 04:04:31,165 - mmaction - INFO - Epoch [186][580/1253] lr: 5.343e-02, eta: 1 day, 5:43:53, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4977, top5_acc: 0.7279, loss_cls: 2.1966, loss: 2.1966, grad_norm: 2.4096 2020-07-20 04:04:52,473 - mmaction - INFO - Epoch [186][600/1253] lr: 5.343e-02, eta: 1 day, 5:43:27, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4870, top5_acc: 0.7263, loss_cls: 2.2269, loss: 2.2269, grad_norm: 2.4850 2020-07-20 04:05:13,585 - mmaction - INFO - Epoch [186][620/1253] lr: 5.343e-02, eta: 1 day, 5:43:01, time: 1.055, data_time: 0.002, memory: 9059, top1_acc: 0.5013, top5_acc: 0.7380, loss_cls: 2.1990, loss: 2.1990, grad_norm: 2.4256 2020-07-20 04:05:34,965 - mmaction - INFO - Epoch [186][640/1253] lr: 5.343e-02, eta: 1 day, 5:42:35, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4979, top5_acc: 0.7339, loss_cls: 2.2063, loss: 2.2063, grad_norm: 2.4474 2020-07-20 04:05:56,240 - mmaction - INFO - Epoch [186][660/1253] lr: 5.343e-02, eta: 1 day, 5:42:09, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.4961, top5_acc: 0.7378, loss_cls: 2.1993, loss: 2.1993, grad_norm: 2.4733 2020-07-20 04:06:17,494 - mmaction - INFO - Epoch [186][680/1253] lr: 5.343e-02, eta: 1 day, 5:41:43, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.5141, top5_acc: 0.7385, loss_cls: 2.1367, loss: 2.1367, grad_norm: 2.3721 2020-07-20 04:06:38,756 - mmaction - INFO - Epoch [186][700/1253] lr: 5.343e-02, eta: 1 day, 5:41:18, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5042, top5_acc: 0.7409, loss_cls: 2.1777, loss: 2.1777, grad_norm: 2.4226 2020-07-20 04:07:00,188 - mmaction - INFO - Epoch [186][720/1253] lr: 5.343e-02, eta: 1 day, 5:40:52, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4961, top5_acc: 0.7250, loss_cls: 2.2315, loss: 2.2315, grad_norm: 2.4062 2020-07-20 04:07:21,472 - mmaction - INFO - Epoch [186][740/1253] lr: 5.343e-02, eta: 1 day, 5:40:26, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.4859, top5_acc: 0.7273, loss_cls: 2.2605, loss: 2.2605, grad_norm: 2.4755 2020-07-20 04:07:42,766 - mmaction - INFO - Epoch [186][760/1253] lr: 5.343e-02, eta: 1 day, 5:40:00, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.4992, top5_acc: 0.7362, loss_cls: 2.1862, loss: 2.1862, grad_norm: 2.4083 2020-07-20 04:08:04,018 - mmaction - INFO - Epoch [186][780/1253] lr: 5.343e-02, eta: 1 day, 5:39:34, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5026, top5_acc: 0.7331, loss_cls: 2.2052, loss: 2.2052, grad_norm: 2.4116 2020-07-20 04:08:25,221 - mmaction - INFO - Epoch [186][800/1253] lr: 5.343e-02, eta: 1 day, 5:39:09, time: 1.061, data_time: 0.003, memory: 9059, top1_acc: 0.5010, top5_acc: 0.7305, loss_cls: 2.1765, loss: 2.1765, grad_norm: 2.4460 2020-07-20 04:08:46,452 - mmaction - INFO - Epoch [186][820/1253] lr: 5.343e-02, eta: 1 day, 5:38:43, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.4956, top5_acc: 0.7299, loss_cls: 2.1982, loss: 2.1982, grad_norm: 2.4757 2020-07-20 04:09:07,856 - mmaction - INFO - Epoch [186][840/1253] lr: 5.343e-02, eta: 1 day, 5:38:17, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.5065, top5_acc: 0.7313, loss_cls: 2.1757, loss: 2.1757, grad_norm: 2.4026 2020-07-20 04:09:29,161 - mmaction - INFO - Epoch [186][860/1253] lr: 5.343e-02, eta: 1 day, 5:37:51, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5000, top5_acc: 0.7273, loss_cls: 2.2179, loss: 2.2179, grad_norm: 2.3869 2020-07-20 04:09:50,502 - mmaction - INFO - Epoch [186][880/1253] lr: 5.343e-02, eta: 1 day, 5:37:25, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5021, top5_acc: 0.7396, loss_cls: 2.1872, loss: 2.1872, grad_norm: 2.4500 2020-07-20 04:10:12,154 - mmaction - INFO - Epoch [186][900/1253] lr: 5.343e-02, eta: 1 day, 5:37:00, time: 1.082, data_time: 0.002, memory: 9059, top1_acc: 0.5122, top5_acc: 0.7487, loss_cls: 2.1294, loss: 2.1294, grad_norm: 2.3930 2020-07-20 04:10:33,989 - mmaction - INFO - Epoch [186][920/1253] lr: 5.343e-02, eta: 1 day, 5:36:34, time: 1.092, data_time: 0.003, memory: 9059, top1_acc: 0.4982, top5_acc: 0.7406, loss_cls: 2.1932, loss: 2.1932, grad_norm: 2.4488 2020-07-20 04:10:55,234 - mmaction - INFO - Epoch [186][940/1253] lr: 5.343e-02, eta: 1 day, 5:36:08, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5018, top5_acc: 0.7422, loss_cls: 2.1600, loss: 2.1600, grad_norm: 2.4696 2020-07-20 04:11:16,570 - mmaction - INFO - Epoch [186][960/1253] lr: 5.343e-02, eta: 1 day, 5:35:43, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4818, top5_acc: 0.7190, loss_cls: 2.2882, loss: 2.2882, grad_norm: 2.4338 2020-07-20 04:11:37,982 - mmaction - INFO - Epoch [186][980/1253] lr: 5.343e-02, eta: 1 day, 5:35:17, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4833, top5_acc: 0.7073, loss_cls: 2.3213, loss: 2.3213, grad_norm: 2.3996 2020-07-20 04:11:59,338 - mmaction - INFO - Epoch [186][1000/1253] lr: 5.343e-02, eta: 1 day, 5:34:51, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4987, top5_acc: 0.7370, loss_cls: 2.1781, loss: 2.1781, grad_norm: 2.4238 2020-07-20 04:12:20,805 - mmaction - INFO - Epoch [186][1020/1253] lr: 5.343e-02, eta: 1 day, 5:34:26, time: 1.075, data_time: 0.003, memory: 9059, top1_acc: 0.5034, top5_acc: 0.7430, loss_cls: 2.1689, loss: 2.1689, grad_norm: 2.4783 2020-07-20 04:12:42,213 - mmaction - INFO - Epoch [186][1040/1253] lr: 5.343e-02, eta: 1 day, 5:34:00, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.5133, top5_acc: 0.7518, loss_cls: 2.0907, loss: 2.0907, grad_norm: 2.4254 2020-07-20 04:13:03,694 - mmaction - INFO - Epoch [186][1060/1253] lr: 5.343e-02, eta: 1 day, 5:33:34, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4992, top5_acc: 0.7258, loss_cls: 2.2139, loss: 2.2139, grad_norm: 2.4454 2020-07-20 04:13:24,880 - mmaction - INFO - Epoch [186][1080/1253] lr: 5.343e-02, eta: 1 day, 5:33:08, time: 1.058, data_time: 0.001, memory: 9059, top1_acc: 0.4927, top5_acc: 0.7156, loss_cls: 2.2432, loss: 2.2432, grad_norm: 2.4490 2020-07-20 04:13:46,257 - mmaction - INFO - Epoch [186][1100/1253] lr: 5.343e-02, eta: 1 day, 5:32:43, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4867, top5_acc: 0.7352, loss_cls: 2.1929, loss: 2.1929, grad_norm: 2.4477 2020-07-20 04:14:07,503 - mmaction - INFO - Epoch [186][1120/1253] lr: 5.343e-02, eta: 1 day, 5:32:17, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5057, top5_acc: 0.7385, loss_cls: 2.1828, loss: 2.1828, grad_norm: 2.4469 2020-07-20 04:14:28,930 - mmaction - INFO - Epoch [186][1140/1253] lr: 5.343e-02, eta: 1 day, 5:31:51, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4953, top5_acc: 0.7297, loss_cls: 2.2383, loss: 2.2383, grad_norm: 2.4390 2020-07-20 04:14:51,265 - mmaction - INFO - Epoch [186][1160/1253] lr: 5.343e-02, eta: 1 day, 5:31:26, time: 1.117, data_time: 0.002, memory: 9059, top1_acc: 0.4844, top5_acc: 0.7341, loss_cls: 2.2513, loss: 2.2513, grad_norm: 2.4570 2020-07-20 04:15:12,466 - mmaction - INFO - Epoch [186][1180/1253] lr: 5.343e-02, eta: 1 day, 5:31:00, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4878, top5_acc: 0.7122, loss_cls: 2.2617, loss: 2.2617, grad_norm: 2.4082 2020-07-20 04:15:33,794 - mmaction - INFO - Epoch [186][1200/1253] lr: 5.343e-02, eta: 1 day, 5:30:34, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.4982, top5_acc: 0.7276, loss_cls: 2.2069, loss: 2.2069, grad_norm: 2.4361 2020-07-20 04:15:55,115 - mmaction - INFO - Epoch [186][1220/1253] lr: 5.343e-02, eta: 1 day, 5:30:08, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.5057, top5_acc: 0.7385, loss_cls: 2.1599, loss: 2.1599, grad_norm: 2.3819 2020-07-20 04:16:16,954 - mmaction - INFO - Epoch [186][1240/1253] lr: 5.343e-02, eta: 1 day, 5:29:43, time: 1.089, data_time: 0.003, memory: 9059, top1_acc: 0.4990, top5_acc: 0.7555, loss_cls: 2.1333, loss: 2.1333, grad_norm: 2.4413 2020-07-20 04:19:58,025 - mmaction - INFO - Epoch [187][20/1253] lr: 5.202e-02, eta: 1 day, 5:30:29, time: 10.008, data_time: 8.718, memory: 9059, top1_acc: 0.5016, top5_acc: 0.7380, loss_cls: 2.1820, loss: 2.1820, grad_norm: 2.4433 2020-07-20 04:20:19,421 - mmaction - INFO - Epoch [187][40/1253] lr: 5.202e-02, eta: 1 day, 5:30:03, time: 1.069, data_time: 0.004, memory: 9059, top1_acc: 0.5148, top5_acc: 0.7453, loss_cls: 2.1292, loss: 2.1292, grad_norm: 2.4404 2020-07-20 04:20:41,106 - mmaction - INFO - Epoch [187][60/1253] lr: 5.202e-02, eta: 1 day, 5:29:38, time: 1.086, data_time: 0.003, memory: 9059, top1_acc: 0.5120, top5_acc: 0.7430, loss_cls: 2.1457, loss: 2.1457, grad_norm: 2.4750 2020-07-20 04:21:02,471 - mmaction - INFO - Epoch [187][80/1253] lr: 5.202e-02, eta: 1 day, 5:29:12, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5198, top5_acc: 0.7362, loss_cls: 2.1683, loss: 2.1683, grad_norm: 2.4072 2020-07-20 04:21:23,901 - mmaction - INFO - Epoch [187][100/1253] lr: 5.202e-02, eta: 1 day, 5:28:46, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.5000, top5_acc: 0.7513, loss_cls: 2.1406, loss: 2.1406, grad_norm: 2.4209 2020-07-20 04:21:45,563 - mmaction - INFO - Epoch [187][120/1253] lr: 5.202e-02, eta: 1 day, 5:28:21, time: 1.083, data_time: 0.014, memory: 9059, top1_acc: 0.4997, top5_acc: 0.7367, loss_cls: 2.1875, loss: 2.1875, grad_norm: 2.4856 2020-07-20 04:22:06,911 - mmaction - INFO - Epoch [187][140/1253] lr: 5.202e-02, eta: 1 day, 5:27:55, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4956, top5_acc: 0.7323, loss_cls: 2.1955, loss: 2.1955, grad_norm: 2.4475 2020-07-20 04:22:29,238 - mmaction - INFO - Epoch [187][160/1253] lr: 5.202e-02, eta: 1 day, 5:27:30, time: 1.117, data_time: 0.003, memory: 9059, top1_acc: 0.5081, top5_acc: 0.7365, loss_cls: 2.1578, loss: 2.1578, grad_norm: 2.3932 2020-07-20 04:22:50,958 - mmaction - INFO - Epoch [187][180/1253] lr: 5.202e-02, eta: 1 day, 5:27:04, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.5120, top5_acc: 0.7414, loss_cls: 2.1323, loss: 2.1323, grad_norm: 2.4109 2020-07-20 04:23:12,300 - mmaction - INFO - Epoch [187][200/1253] lr: 5.202e-02, eta: 1 day, 5:26:38, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5130, top5_acc: 0.7391, loss_cls: 2.1558, loss: 2.1558, grad_norm: 2.3807 2020-07-20 04:23:33,494 - mmaction - INFO - Epoch [187][220/1253] lr: 5.202e-02, eta: 1 day, 5:26:13, time: 1.061, data_time: 0.003, memory: 9059, top1_acc: 0.5000, top5_acc: 0.7409, loss_cls: 2.1621, loss: 2.1621, grad_norm: 2.4732 2020-07-20 04:23:54,819 - mmaction - INFO - Epoch [187][240/1253] lr: 5.202e-02, eta: 1 day, 5:25:47, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5049, top5_acc: 0.7383, loss_cls: 2.1573, loss: 2.1573, grad_norm: 2.4612 2020-07-20 04:24:16,040 - mmaction - INFO - Epoch [187][260/1253] lr: 5.202e-02, eta: 1 day, 5:25:21, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.5091, top5_acc: 0.7357, loss_cls: 2.1556, loss: 2.1556, grad_norm: 2.4268 2020-07-20 04:24:37,413 - mmaction - INFO - Epoch [187][280/1253] lr: 5.202e-02, eta: 1 day, 5:24:55, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.5003, top5_acc: 0.7427, loss_cls: 2.1690, loss: 2.1690, grad_norm: 2.3941 2020-07-20 04:24:58,732 - mmaction - INFO - Epoch [187][300/1253] lr: 5.202e-02, eta: 1 day, 5:24:29, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4839, top5_acc: 0.7299, loss_cls: 2.2544, loss: 2.2544, grad_norm: 2.4857 2020-07-20 04:25:20,091 - mmaction - INFO - Epoch [187][320/1253] lr: 5.202e-02, eta: 1 day, 5:24:04, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5010, top5_acc: 0.7357, loss_cls: 2.1644, loss: 2.1644, grad_norm: 2.4897 2020-07-20 04:25:41,577 - mmaction - INFO - Epoch [187][340/1253] lr: 5.202e-02, eta: 1 day, 5:23:38, time: 1.075, data_time: 0.003, memory: 9059, top1_acc: 0.4836, top5_acc: 0.7294, loss_cls: 2.2170, loss: 2.2170, grad_norm: 2.4965 2020-07-20 04:26:02,819 - mmaction - INFO - Epoch [187][360/1253] lr: 5.202e-02, eta: 1 day, 5:23:12, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4977, top5_acc: 0.7258, loss_cls: 2.2299, loss: 2.2299, grad_norm: 2.4900 2020-07-20 04:26:24,008 - mmaction - INFO - Epoch [187][380/1253] lr: 5.202e-02, eta: 1 day, 5:22:46, time: 1.058, data_time: 0.001, memory: 9059, top1_acc: 0.4924, top5_acc: 0.7141, loss_cls: 2.2453, loss: 2.2453, grad_norm: 2.4266 2020-07-20 04:26:45,594 - mmaction - INFO - Epoch [187][400/1253] lr: 5.202e-02, eta: 1 day, 5:22:21, time: 1.080, data_time: 0.003, memory: 9059, top1_acc: 0.4958, top5_acc: 0.7406, loss_cls: 2.2088, loss: 2.2088, grad_norm: 2.4269 2020-07-20 04:27:06,729 - mmaction - INFO - Epoch [187][420/1253] lr: 5.202e-02, eta: 1 day, 5:21:55, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.5049, top5_acc: 0.7440, loss_cls: 2.1642, loss: 2.1642, grad_norm: 2.4042 2020-07-20 04:27:28,046 - mmaction - INFO - Epoch [187][440/1253] lr: 5.202e-02, eta: 1 day, 5:21:29, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4992, top5_acc: 0.7331, loss_cls: 2.2294, loss: 2.2294, grad_norm: 2.4577 2020-07-20 04:27:49,320 - mmaction - INFO - Epoch [187][460/1253] lr: 5.202e-02, eta: 1 day, 5:21:03, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5000, top5_acc: 0.7388, loss_cls: 2.1722, loss: 2.1722, grad_norm: 2.4335 2020-07-20 04:28:10,651 - mmaction - INFO - Epoch [187][480/1253] lr: 5.202e-02, eta: 1 day, 5:20:37, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.5068, top5_acc: 0.7320, loss_cls: 2.1641, loss: 2.1641, grad_norm: 2.4096 2020-07-20 04:28:31,928 - mmaction - INFO - Epoch [187][500/1253] lr: 5.202e-02, eta: 1 day, 5:20:12, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4987, top5_acc: 0.7352, loss_cls: 2.1570, loss: 2.1570, grad_norm: 2.4558 2020-07-20 04:28:53,432 - mmaction - INFO - Epoch [187][520/1253] lr: 5.202e-02, eta: 1 day, 5:19:46, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.5065, top5_acc: 0.7310, loss_cls: 2.1703, loss: 2.1703, grad_norm: 2.4621 2020-07-20 04:29:14,723 - mmaction - INFO - Epoch [187][540/1253] lr: 5.202e-02, eta: 1 day, 5:19:20, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4888, top5_acc: 0.7289, loss_cls: 2.2021, loss: 2.2021, grad_norm: 2.4504 2020-07-20 04:29:35,939 - mmaction - INFO - Epoch [187][560/1253] lr: 5.202e-02, eta: 1 day, 5:18:54, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.5188, top5_acc: 0.7508, loss_cls: 2.1019, loss: 2.1019, grad_norm: 2.4301 2020-07-20 04:29:57,204 - mmaction - INFO - Epoch [187][580/1253] lr: 5.202e-02, eta: 1 day, 5:18:29, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4872, top5_acc: 0.7240, loss_cls: 2.2624, loss: 2.2624, grad_norm: 2.4783 2020-07-20 04:30:19,381 - mmaction - INFO - Epoch [187][600/1253] lr: 5.202e-02, eta: 1 day, 5:18:03, time: 1.109, data_time: 0.002, memory: 9059, top1_acc: 0.5167, top5_acc: 0.7430, loss_cls: 2.1298, loss: 2.1298, grad_norm: 2.4444 2020-07-20 04:30:41,206 - mmaction - INFO - Epoch [187][620/1253] lr: 5.202e-02, eta: 1 day, 5:17:38, time: 1.091, data_time: 0.002, memory: 9059, top1_acc: 0.5047, top5_acc: 0.7286, loss_cls: 2.1759, loss: 2.1759, grad_norm: 2.4186 2020-07-20 04:31:02,459 - mmaction - INFO - Epoch [187][640/1253] lr: 5.202e-02, eta: 1 day, 5:17:12, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4924, top5_acc: 0.7289, loss_cls: 2.1826, loss: 2.1826, grad_norm: 2.4876 2020-07-20 04:31:23,987 - mmaction - INFO - Epoch [187][660/1253] lr: 5.202e-02, eta: 1 day, 5:16:46, time: 1.077, data_time: 0.003, memory: 9059, top1_acc: 0.5008, top5_acc: 0.7417, loss_cls: 2.1655, loss: 2.1655, grad_norm: 2.4096 2020-07-20 04:31:45,393 - mmaction - INFO - Epoch [187][680/1253] lr: 5.202e-02, eta: 1 day, 5:16:21, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4987, top5_acc: 0.7352, loss_cls: 2.1854, loss: 2.1854, grad_norm: 2.4569 2020-07-20 04:32:06,881 - mmaction - INFO - Epoch [187][700/1253] lr: 5.202e-02, eta: 1 day, 5:15:55, time: 1.074, data_time: 0.001, memory: 9059, top1_acc: 0.4971, top5_acc: 0.7448, loss_cls: 2.1572, loss: 2.1572, grad_norm: 2.4396 2020-07-20 04:32:28,234 - mmaction - INFO - Epoch [187][720/1253] lr: 5.202e-02, eta: 1 day, 5:15:29, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.5086, top5_acc: 0.7388, loss_cls: 2.1565, loss: 2.1565, grad_norm: 2.4513 2020-07-20 04:32:49,569 - mmaction - INFO - Epoch [187][740/1253] lr: 5.202e-02, eta: 1 day, 5:15:03, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.5005, top5_acc: 0.7326, loss_cls: 2.1816, loss: 2.1816, grad_norm: 2.4583 2020-07-20 04:33:11,725 - mmaction - INFO - Epoch [187][760/1253] lr: 5.202e-02, eta: 1 day, 5:14:38, time: 1.107, data_time: 0.001, memory: 9059, top1_acc: 0.4948, top5_acc: 0.7315, loss_cls: 2.2137, loss: 2.2137, grad_norm: 2.4339 2020-07-20 04:33:33,258 - mmaction - INFO - Epoch [187][780/1253] lr: 5.202e-02, eta: 1 day, 5:14:13, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.5078, top5_acc: 0.7409, loss_cls: 2.1344, loss: 2.1344, grad_norm: 2.4153 2020-07-20 04:33:54,753 - mmaction - INFO - Epoch [187][800/1253] lr: 5.202e-02, eta: 1 day, 5:13:47, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4930, top5_acc: 0.7297, loss_cls: 2.2165, loss: 2.2165, grad_norm: 2.5630 2020-07-20 04:34:16,080 - mmaction - INFO - Epoch [187][820/1253] lr: 5.202e-02, eta: 1 day, 5:13:21, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5021, top5_acc: 0.7406, loss_cls: 2.1514, loss: 2.1514, grad_norm: 2.4483 2020-07-20 04:34:37,386 - mmaction - INFO - Epoch [187][840/1253] lr: 5.202e-02, eta: 1 day, 5:12:55, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.4927, top5_acc: 0.7362, loss_cls: 2.2138, loss: 2.2138, grad_norm: 2.4920 2020-07-20 04:34:59,203 - mmaction - INFO - Epoch [187][860/1253] lr: 5.202e-02, eta: 1 day, 5:12:30, time: 1.091, data_time: 0.002, memory: 9059, top1_acc: 0.4992, top5_acc: 0.7284, loss_cls: 2.1912, loss: 2.1912, grad_norm: 2.4503 2020-07-20 04:35:20,594 - mmaction - INFO - Epoch [187][880/1253] lr: 5.202e-02, eta: 1 day, 5:12:04, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.5128, top5_acc: 0.7448, loss_cls: 2.1111, loss: 2.1111, grad_norm: 2.4728 2020-07-20 04:35:41,797 - mmaction - INFO - Epoch [187][900/1253] lr: 5.202e-02, eta: 1 day, 5:11:38, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5044, top5_acc: 0.7328, loss_cls: 2.1742, loss: 2.1742, grad_norm: 2.4723 2020-07-20 04:36:03,190 - mmaction - INFO - Epoch [187][920/1253] lr: 5.202e-02, eta: 1 day, 5:11:13, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.4919, top5_acc: 0.7245, loss_cls: 2.2482, loss: 2.2482, grad_norm: 2.4747 2020-07-20 04:36:24,525 - mmaction - INFO - Epoch [187][940/1253] lr: 5.202e-02, eta: 1 day, 5:10:47, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4990, top5_acc: 0.7339, loss_cls: 2.1932, loss: 2.1932, grad_norm: 2.4554 2020-07-20 04:36:45,771 - mmaction - INFO - Epoch [187][960/1253] lr: 5.202e-02, eta: 1 day, 5:10:21, time: 1.064, data_time: 0.004, memory: 9059, top1_acc: 0.5055, top5_acc: 0.7294, loss_cls: 2.1994, loss: 2.1994, grad_norm: 2.4578 2020-07-20 04:37:06,919 - mmaction - INFO - Epoch [187][980/1253] lr: 5.202e-02, eta: 1 day, 5:09:55, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.4990, top5_acc: 0.7297, loss_cls: 2.2392, loss: 2.2392, grad_norm: 2.4236 2020-07-20 04:37:28,201 - mmaction - INFO - Epoch [187][1000/1253] lr: 5.202e-02, eta: 1 day, 5:09:30, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4945, top5_acc: 0.7320, loss_cls: 2.1921, loss: 2.1921, grad_norm: 2.4458 2020-07-20 04:37:49,398 - mmaction - INFO - Epoch [187][1020/1253] lr: 5.202e-02, eta: 1 day, 5:09:04, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.5122, top5_acc: 0.7495, loss_cls: 2.0985, loss: 2.0985, grad_norm: 2.3694 2020-07-20 04:38:10,826 - mmaction - INFO - Epoch [187][1040/1253] lr: 5.202e-02, eta: 1 day, 5:08:38, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.4940, top5_acc: 0.7250, loss_cls: 2.2192, loss: 2.2192, grad_norm: 2.5321 2020-07-20 04:38:32,565 - mmaction - INFO - Epoch [187][1060/1253] lr: 5.202e-02, eta: 1 day, 5:08:13, time: 1.087, data_time: 0.002, memory: 9059, top1_acc: 0.4945, top5_acc: 0.7354, loss_cls: 2.2112, loss: 2.2112, grad_norm: 2.4488 2020-07-20 04:38:53,869 - mmaction - INFO - Epoch [187][1080/1253] lr: 5.202e-02, eta: 1 day, 5:07:47, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4893, top5_acc: 0.7281, loss_cls: 2.2241, loss: 2.2241, grad_norm: 2.4537 2020-07-20 04:39:15,583 - mmaction - INFO - Epoch [187][1100/1253] lr: 5.202e-02, eta: 1 day, 5:07:21, time: 1.086, data_time: 0.012, memory: 9059, top1_acc: 0.4995, top5_acc: 0.7383, loss_cls: 2.1810, loss: 2.1810, grad_norm: 2.5153 2020-07-20 04:39:36,689 - mmaction - INFO - Epoch [187][1120/1253] lr: 5.202e-02, eta: 1 day, 5:06:55, time: 1.055, data_time: 0.001, memory: 9059, top1_acc: 0.5128, top5_acc: 0.7406, loss_cls: 2.1590, loss: 2.1590, grad_norm: 2.4368 2020-07-20 04:39:58,211 - mmaction - INFO - Epoch [187][1140/1253] lr: 5.202e-02, eta: 1 day, 5:06:30, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.5143, top5_acc: 0.7503, loss_cls: 2.1350, loss: 2.1350, grad_norm: 2.5198 2020-07-20 04:40:19,744 - mmaction - INFO - Epoch [187][1160/1253] lr: 5.202e-02, eta: 1 day, 5:06:04, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.4922, top5_acc: 0.7195, loss_cls: 2.2479, loss: 2.2479, grad_norm: 2.4450 2020-07-20 04:40:40,994 - mmaction - INFO - Epoch [187][1180/1253] lr: 5.202e-02, eta: 1 day, 5:05:38, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.5052, top5_acc: 0.7380, loss_cls: 2.1841, loss: 2.1841, grad_norm: 2.4049 2020-07-20 04:41:02,321 - mmaction - INFO - Epoch [187][1200/1253] lr: 5.202e-02, eta: 1 day, 5:05:13, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.4966, top5_acc: 0.7370, loss_cls: 2.2034, loss: 2.2034, grad_norm: 2.4867 2020-07-20 04:41:23,568 - mmaction - INFO - Epoch [187][1220/1253] lr: 5.202e-02, eta: 1 day, 5:04:47, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.4701, top5_acc: 0.7112, loss_cls: 2.3214, loss: 2.3214, grad_norm: 2.5391 2020-07-20 04:41:44,784 - mmaction - INFO - Epoch [187][1240/1253] lr: 5.202e-02, eta: 1 day, 5:04:21, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.4958, top5_acc: 0.7359, loss_cls: 2.1874, loss: 2.1874, grad_norm: 2.4854 2020-07-20 04:45:10,189 - mmaction - INFO - Epoch [188][20/1253] lr: 5.064e-02, eta: 1 day, 5:04:58, time: 9.294, data_time: 7.753, memory: 9059, top1_acc: 0.4805, top5_acc: 0.7229, loss_cls: 2.2420, loss: 2.2420, grad_norm: 2.5573 2020-07-20 04:45:31,654 - mmaction - INFO - Epoch [188][40/1253] lr: 5.064e-02, eta: 1 day, 5:04:32, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.5005, top5_acc: 0.7276, loss_cls: 2.2023, loss: 2.2023, grad_norm: 2.4326 2020-07-20 04:45:53,678 - mmaction - INFO - Epoch [188][60/1253] lr: 5.064e-02, eta: 1 day, 5:04:07, time: 1.101, data_time: 0.002, memory: 9059, top1_acc: 0.5000, top5_acc: 0.7427, loss_cls: 2.1472, loss: 2.1472, grad_norm: 2.4144 2020-07-20 04:46:15,532 - mmaction - INFO - Epoch [188][80/1253] lr: 5.064e-02, eta: 1 day, 5:03:41, time: 1.092, data_time: 0.016, memory: 9059, top1_acc: 0.5148, top5_acc: 0.7453, loss_cls: 2.1377, loss: 2.1377, grad_norm: 2.4663 2020-07-20 04:46:36,869 - mmaction - INFO - Epoch [188][100/1253] lr: 5.064e-02, eta: 1 day, 5:03:16, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5073, top5_acc: 0.7357, loss_cls: 2.1767, loss: 2.1767, grad_norm: 2.4352 2020-07-20 04:46:58,175 - mmaction - INFO - Epoch [188][120/1253] lr: 5.064e-02, eta: 1 day, 5:02:50, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5104, top5_acc: 0.7365, loss_cls: 2.1562, loss: 2.1562, grad_norm: 2.4573 2020-07-20 04:47:19,884 - mmaction - INFO - Epoch [188][140/1253] lr: 5.064e-02, eta: 1 day, 5:02:24, time: 1.086, data_time: 0.003, memory: 9059, top1_acc: 0.5120, top5_acc: 0.7544, loss_cls: 2.1234, loss: 2.1234, grad_norm: 2.4956 2020-07-20 04:47:41,256 - mmaction - INFO - Epoch [188][160/1253] lr: 5.064e-02, eta: 1 day, 5:01:59, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5049, top5_acc: 0.7432, loss_cls: 2.1666, loss: 2.1666, grad_norm: 2.4283 2020-07-20 04:48:02,699 - mmaction - INFO - Epoch [188][180/1253] lr: 5.064e-02, eta: 1 day, 5:01:33, time: 1.074, data_time: 0.003, memory: 9059, top1_acc: 0.5172, top5_acc: 0.7549, loss_cls: 2.0602, loss: 2.0602, grad_norm: 2.4304 2020-07-20 04:48:23,813 - mmaction - INFO - Epoch [188][200/1253] lr: 5.064e-02, eta: 1 day, 5:01:07, time: 1.055, data_time: 0.001, memory: 9059, top1_acc: 0.5240, top5_acc: 0.7513, loss_cls: 2.0867, loss: 2.0867, grad_norm: 2.4769 2020-07-20 04:48:45,078 - mmaction - INFO - Epoch [188][220/1253] lr: 5.064e-02, eta: 1 day, 5:00:41, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5164, top5_acc: 0.7505, loss_cls: 2.1322, loss: 2.1322, grad_norm: 2.5170 2020-07-20 04:49:06,351 - mmaction - INFO - Epoch [188][240/1253] lr: 5.064e-02, eta: 1 day, 5:00:16, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.5172, top5_acc: 0.7523, loss_cls: 2.0961, loss: 2.0961, grad_norm: 2.4482 2020-07-20 04:49:27,706 - mmaction - INFO - Epoch [188][260/1253] lr: 5.064e-02, eta: 1 day, 4:59:50, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4995, top5_acc: 0.7471, loss_cls: 2.1477, loss: 2.1477, grad_norm: 2.4834 2020-07-20 04:49:48,843 - mmaction - INFO - Epoch [188][280/1253] lr: 5.064e-02, eta: 1 day, 4:59:24, time: 1.056, data_time: 0.001, memory: 9059, top1_acc: 0.4982, top5_acc: 0.7388, loss_cls: 2.1575, loss: 2.1575, grad_norm: 2.5624 2020-07-20 04:50:10,104 - mmaction - INFO - Epoch [188][300/1253] lr: 5.064e-02, eta: 1 day, 4:58:58, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5005, top5_acc: 0.7383, loss_cls: 2.1702, loss: 2.1702, grad_norm: 2.5255 2020-07-20 04:50:31,276 - mmaction - INFO - Epoch [188][320/1253] lr: 5.064e-02, eta: 1 day, 4:58:32, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4964, top5_acc: 0.7385, loss_cls: 2.1860, loss: 2.1860, grad_norm: 2.4656 2020-07-20 04:50:52,621 - mmaction - INFO - Epoch [188][340/1253] lr: 5.064e-02, eta: 1 day, 4:58:07, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.5154, top5_acc: 0.7401, loss_cls: 2.1172, loss: 2.1172, grad_norm: 2.4481 2020-07-20 04:51:13,833 - mmaction - INFO - Epoch [188][360/1253] lr: 5.064e-02, eta: 1 day, 4:57:41, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5026, top5_acc: 0.7266, loss_cls: 2.2029, loss: 2.2029, grad_norm: 2.4966 2020-07-20 04:51:34,951 - mmaction - INFO - Epoch [188][380/1253] lr: 5.064e-02, eta: 1 day, 4:57:15, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.5000, top5_acc: 0.7307, loss_cls: 2.2037, loss: 2.2037, grad_norm: 2.5197 2020-07-20 04:51:56,261 - mmaction - INFO - Epoch [188][400/1253] lr: 5.064e-02, eta: 1 day, 4:56:49, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.4943, top5_acc: 0.7313, loss_cls: 2.1942, loss: 2.1942, grad_norm: 2.5014 2020-07-20 04:52:17,627 - mmaction - INFO - Epoch [188][420/1253] lr: 5.064e-02, eta: 1 day, 4:56:24, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.5266, top5_acc: 0.7378, loss_cls: 2.1409, loss: 2.1409, grad_norm: 2.3601 2020-07-20 04:52:38,908 - mmaction - INFO - Epoch [188][440/1253] lr: 5.064e-02, eta: 1 day, 4:55:58, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5099, top5_acc: 0.7427, loss_cls: 2.1785, loss: 2.1785, grad_norm: 2.4854 2020-07-20 04:53:00,390 - mmaction - INFO - Epoch [188][460/1253] lr: 5.064e-02, eta: 1 day, 4:55:32, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.5107, top5_acc: 0.7471, loss_cls: 2.1098, loss: 2.1098, grad_norm: 2.4728 2020-07-20 04:53:21,691 - mmaction - INFO - Epoch [188][480/1253] lr: 5.064e-02, eta: 1 day, 4:55:06, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.4935, top5_acc: 0.7268, loss_cls: 2.2321, loss: 2.2321, grad_norm: 2.5121 2020-07-20 04:53:43,107 - mmaction - INFO - Epoch [188][500/1253] lr: 5.064e-02, eta: 1 day, 4:54:41, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.5083, top5_acc: 0.7419, loss_cls: 2.1501, loss: 2.1501, grad_norm: 2.4386 2020-07-20 04:54:04,487 - mmaction - INFO - Epoch [188][520/1253] lr: 5.064e-02, eta: 1 day, 4:54:15, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.5021, top5_acc: 0.7310, loss_cls: 2.1930, loss: 2.1930, grad_norm: 2.4760 2020-07-20 04:54:25,740 - mmaction - INFO - Epoch [188][540/1253] lr: 5.064e-02, eta: 1 day, 4:53:49, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5055, top5_acc: 0.7424, loss_cls: 2.1608, loss: 2.1608, grad_norm: 2.5078 2020-07-20 04:54:48,609 - mmaction - INFO - Epoch [188][560/1253] lr: 5.064e-02, eta: 1 day, 4:53:24, time: 1.144, data_time: 0.003, memory: 9059, top1_acc: 0.4927, top5_acc: 0.7331, loss_cls: 2.1883, loss: 2.1883, grad_norm: 2.4580 2020-07-20 04:55:09,981 - mmaction - INFO - Epoch [188][580/1253] lr: 5.064e-02, eta: 1 day, 4:52:59, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.5195, top5_acc: 0.7461, loss_cls: 2.1205, loss: 2.1205, grad_norm: 2.4736 2020-07-20 04:55:31,367 - mmaction - INFO - Epoch [188][600/1253] lr: 5.064e-02, eta: 1 day, 4:52:33, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5096, top5_acc: 0.7409, loss_cls: 2.1672, loss: 2.1672, grad_norm: 2.4483 2020-07-20 04:55:52,738 - mmaction - INFO - Epoch [188][620/1253] lr: 5.064e-02, eta: 1 day, 4:52:07, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.4904, top5_acc: 0.7341, loss_cls: 2.1966, loss: 2.1966, grad_norm: 2.4782 2020-07-20 04:56:14,239 - mmaction - INFO - Epoch [188][640/1253] lr: 5.064e-02, eta: 1 day, 4:51:42, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.4943, top5_acc: 0.7404, loss_cls: 2.1957, loss: 2.1957, grad_norm: 2.4805 2020-07-20 04:56:35,874 - mmaction - INFO - Epoch [188][660/1253] lr: 5.064e-02, eta: 1 day, 4:51:16, time: 1.081, data_time: 0.003, memory: 9059, top1_acc: 0.5078, top5_acc: 0.7424, loss_cls: 2.1258, loss: 2.1258, grad_norm: 2.5206 2020-07-20 04:56:58,737 - mmaction - INFO - Epoch [188][680/1253] lr: 5.064e-02, eta: 1 day, 4:50:51, time: 1.143, data_time: 0.012, memory: 9059, top1_acc: 0.5102, top5_acc: 0.7359, loss_cls: 2.1706, loss: 2.1706, grad_norm: 2.4854 2020-07-20 04:57:21,034 - mmaction - INFO - Epoch [188][700/1253] lr: 5.064e-02, eta: 1 day, 4:50:26, time: 1.116, data_time: 0.010, memory: 9059, top1_acc: 0.4948, top5_acc: 0.7253, loss_cls: 2.2285, loss: 2.2285, grad_norm: 2.5322 2020-07-20 04:57:42,305 - mmaction - INFO - Epoch [188][720/1253] lr: 5.064e-02, eta: 1 day, 4:50:00, time: 1.063, data_time: 0.005, memory: 9059, top1_acc: 0.4979, top5_acc: 0.7247, loss_cls: 2.2255, loss: 2.2255, grad_norm: 2.4723 2020-07-20 04:58:04,028 - mmaction - INFO - Epoch [188][740/1253] lr: 5.064e-02, eta: 1 day, 4:49:35, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.5055, top5_acc: 0.7372, loss_cls: 2.1676, loss: 2.1676, grad_norm: 2.4652 2020-07-20 04:58:37,274 - mmaction - INFO - Epoch [188][760/1253] lr: 5.064e-02, eta: 1 day, 4:49:15, time: 1.672, data_time: 0.407, memory: 9059, top1_acc: 0.4982, top5_acc: 0.7380, loss_cls: 2.1734, loss: 2.1734, grad_norm: 2.5125 2020-07-20 04:58:59,389 - mmaction - INFO - Epoch [188][780/1253] lr: 5.064e-02, eta: 1 day, 4:48:50, time: 1.113, data_time: 0.018, memory: 9059, top1_acc: 0.4987, top5_acc: 0.7268, loss_cls: 2.2248, loss: 2.2248, grad_norm: 2.4857 2020-07-20 04:59:21,158 - mmaction - INFO - Epoch [188][800/1253] lr: 5.064e-02, eta: 1 day, 4:48:24, time: 1.088, data_time: 0.012, memory: 9059, top1_acc: 0.5159, top5_acc: 0.7495, loss_cls: 2.0955, loss: 2.0955, grad_norm: 2.4837 2020-07-20 04:59:42,734 - mmaction - INFO - Epoch [188][820/1253] lr: 5.064e-02, eta: 1 day, 4:47:59, time: 1.079, data_time: 0.010, memory: 9059, top1_acc: 0.5005, top5_acc: 0.7406, loss_cls: 2.1489, loss: 2.1489, grad_norm: 2.4726 2020-07-20 05:00:21,504 - mmaction - INFO - Epoch [188][840/1253] lr: 5.064e-02, eta: 1 day, 4:47:42, time: 1.920, data_time: 0.036, memory: 9059, top1_acc: 0.5138, top5_acc: 0.7362, loss_cls: 2.1545, loss: 2.1545, grad_norm: 2.5194 2020-07-20 05:00:52,371 - mmaction - INFO - Epoch [188][860/1253] lr: 5.064e-02, eta: 1 day, 4:47:21, time: 1.560, data_time: 0.258, memory: 9059, top1_acc: 0.5099, top5_acc: 0.7378, loss_cls: 2.1551, loss: 2.1551, grad_norm: 2.4688 2020-07-20 05:01:15,176 - mmaction - INFO - Epoch [188][880/1253] lr: 5.064e-02, eta: 1 day, 4:46:57, time: 1.142, data_time: 0.009, memory: 9059, top1_acc: 0.5057, top5_acc: 0.7357, loss_cls: 2.1570, loss: 2.1570, grad_norm: 2.5198 2020-07-20 05:01:37,355 - mmaction - INFO - Epoch [188][900/1253] lr: 5.064e-02, eta: 1 day, 4:46:31, time: 1.109, data_time: 0.012, memory: 9059, top1_acc: 0.5052, top5_acc: 0.7352, loss_cls: 2.1872, loss: 2.1872, grad_norm: 2.5492 2020-07-20 05:01:59,060 - mmaction - INFO - Epoch [188][920/1253] lr: 5.064e-02, eta: 1 day, 4:46:06, time: 1.085, data_time: 0.002, memory: 9059, top1_acc: 0.4940, top5_acc: 0.7190, loss_cls: 2.2494, loss: 2.2494, grad_norm: 2.4917 2020-07-20 05:02:20,396 - mmaction - INFO - Epoch [188][940/1253] lr: 5.064e-02, eta: 1 day, 4:45:40, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.5013, top5_acc: 0.7430, loss_cls: 2.1633, loss: 2.1633, grad_norm: 2.4567 2020-07-20 05:02:41,613 - mmaction - INFO - Epoch [188][960/1253] lr: 5.064e-02, eta: 1 day, 4:45:14, time: 1.062, data_time: 0.004, memory: 9059, top1_acc: 0.5102, top5_acc: 0.7445, loss_cls: 2.1358, loss: 2.1358, grad_norm: 2.4368 2020-07-20 05:03:03,021 - mmaction - INFO - Epoch [188][980/1253] lr: 5.064e-02, eta: 1 day, 4:44:49, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.5005, top5_acc: 0.7474, loss_cls: 2.1595, loss: 2.1595, grad_norm: 2.4838 2020-07-20 05:03:24,444 - mmaction - INFO - Epoch [188][1000/1253] lr: 5.064e-02, eta: 1 day, 4:44:23, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.5029, top5_acc: 0.7451, loss_cls: 2.1636, loss: 2.1636, grad_norm: 2.5363 2020-07-20 05:03:45,635 - mmaction - INFO - Epoch [188][1020/1253] lr: 5.064e-02, eta: 1 day, 4:43:57, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4898, top5_acc: 0.7391, loss_cls: 2.2019, loss: 2.2019, grad_norm: 2.5213 2020-07-20 05:04:07,097 - mmaction - INFO - Epoch [188][1040/1253] lr: 5.064e-02, eta: 1 day, 4:43:31, time: 1.072, data_time: 0.001, memory: 9059, top1_acc: 0.5206, top5_acc: 0.7424, loss_cls: 2.1106, loss: 2.1106, grad_norm: 2.5168 2020-07-20 05:04:28,525 - mmaction - INFO - Epoch [188][1060/1253] lr: 5.064e-02, eta: 1 day, 4:43:06, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.4984, top5_acc: 0.7365, loss_cls: 2.1818, loss: 2.1818, grad_norm: 2.5364 2020-07-20 05:04:49,833 - mmaction - INFO - Epoch [188][1080/1253] lr: 5.064e-02, eta: 1 day, 4:42:40, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5036, top5_acc: 0.7313, loss_cls: 2.1724, loss: 2.1724, grad_norm: 2.4967 2020-07-20 05:05:11,092 - mmaction - INFO - Epoch [188][1100/1253] lr: 5.064e-02, eta: 1 day, 4:42:14, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.5094, top5_acc: 0.7414, loss_cls: 2.1538, loss: 2.1538, grad_norm: 2.4568 2020-07-20 05:05:32,479 - mmaction - INFO - Epoch [188][1120/1253] lr: 5.064e-02, eta: 1 day, 4:41:49, time: 1.069, data_time: 0.006, memory: 9059, top1_acc: 0.4927, top5_acc: 0.7260, loss_cls: 2.2338, loss: 2.2338, grad_norm: 2.5508 2020-07-20 05:05:53,748 - mmaction - INFO - Epoch [188][1140/1253] lr: 5.064e-02, eta: 1 day, 4:41:23, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.5029, top5_acc: 0.7388, loss_cls: 2.1934, loss: 2.1934, grad_norm: 2.5287 2020-07-20 05:06:15,088 - mmaction - INFO - Epoch [188][1160/1253] lr: 5.064e-02, eta: 1 day, 4:40:57, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5047, top5_acc: 0.7344, loss_cls: 2.1680, loss: 2.1680, grad_norm: 2.4549 2020-07-20 05:06:36,818 - mmaction - INFO - Epoch [188][1180/1253] lr: 5.064e-02, eta: 1 day, 4:40:32, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.4927, top5_acc: 0.7237, loss_cls: 2.2151, loss: 2.2151, grad_norm: 2.4811 2020-07-20 05:06:58,100 - mmaction - INFO - Epoch [188][1200/1253] lr: 5.064e-02, eta: 1 day, 4:40:06, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5076, top5_acc: 0.7458, loss_cls: 2.1380, loss: 2.1380, grad_norm: 2.4767 2020-07-20 05:07:19,363 - mmaction - INFO - Epoch [188][1220/1253] lr: 5.064e-02, eta: 1 day, 4:39:40, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.4771, top5_acc: 0.7104, loss_cls: 2.3021, loss: 2.3021, grad_norm: 2.5550 2020-07-20 05:07:40,549 - mmaction - INFO - Epoch [188][1240/1253] lr: 5.064e-02, eta: 1 day, 4:39:15, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.4948, top5_acc: 0.7375, loss_cls: 2.1990, loss: 2.1990, grad_norm: 2.4683 2020-07-20 05:08:04,124 - mmaction - INFO - Saving checkpoint at 188 epochs 2020-07-20 05:11:23,409 - mmaction - INFO - Epoch [189][20/1253] lr: 4.927e-02, eta: 1 day, 4:39:56, time: 9.873, data_time: 8.641, memory: 9059, top1_acc: 0.5115, top5_acc: 0.7336, loss_cls: 2.1489, loss: 2.1489, grad_norm: 2.4450 2020-07-20 05:11:45,713 - mmaction - INFO - Epoch [189][40/1253] lr: 4.927e-02, eta: 1 day, 4:39:31, time: 1.114, data_time: 0.002, memory: 9059, top1_acc: 0.5193, top5_acc: 0.7453, loss_cls: 2.1012, loss: 2.1012, grad_norm: 2.4566 2020-07-20 05:12:07,295 - mmaction - INFO - Epoch [189][60/1253] lr: 4.927e-02, eta: 1 day, 4:39:05, time: 1.080, data_time: 0.003, memory: 9059, top1_acc: 0.5164, top5_acc: 0.7547, loss_cls: 2.0922, loss: 2.0922, grad_norm: 2.4871 2020-07-20 05:12:28,695 - mmaction - INFO - Epoch [189][80/1253] lr: 4.927e-02, eta: 1 day, 4:38:39, time: 1.071, data_time: 0.003, memory: 9059, top1_acc: 0.5036, top5_acc: 0.7398, loss_cls: 2.1431, loss: 2.1431, grad_norm: 2.4880 2020-07-20 05:12:50,096 - mmaction - INFO - Epoch [189][100/1253] lr: 4.927e-02, eta: 1 day, 4:38:14, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.5120, top5_acc: 0.7430, loss_cls: 2.1531, loss: 2.1531, grad_norm: 2.5010 2020-07-20 05:13:11,337 - mmaction - INFO - Epoch [189][120/1253] lr: 4.927e-02, eta: 1 day, 4:37:48, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5086, top5_acc: 0.7318, loss_cls: 2.1632, loss: 2.1632, grad_norm: 2.5146 2020-07-20 05:13:32,575 - mmaction - INFO - Epoch [189][140/1253] lr: 4.927e-02, eta: 1 day, 4:37:22, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5148, top5_acc: 0.7362, loss_cls: 2.1662, loss: 2.1662, grad_norm: 2.4957 2020-07-20 05:13:54,118 - mmaction - INFO - Epoch [189][160/1253] lr: 4.927e-02, eta: 1 day, 4:36:56, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.5018, top5_acc: 0.7435, loss_cls: 2.1407, loss: 2.1407, grad_norm: 2.4301 2020-07-20 05:14:15,391 - mmaction - INFO - Epoch [189][180/1253] lr: 4.927e-02, eta: 1 day, 4:36:31, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5169, top5_acc: 0.7503, loss_cls: 2.0963, loss: 2.0963, grad_norm: 2.4791 2020-07-20 05:14:36,710 - mmaction - INFO - Epoch [189][200/1253] lr: 4.927e-02, eta: 1 day, 4:36:05, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.5003, top5_acc: 0.7370, loss_cls: 2.1780, loss: 2.1780, grad_norm: 2.5302 2020-07-20 05:14:58,024 - mmaction - INFO - Epoch [189][220/1253] lr: 4.927e-02, eta: 1 day, 4:35:39, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.5154, top5_acc: 0.7516, loss_cls: 2.1178, loss: 2.1178, grad_norm: 2.4887 2020-07-20 05:15:19,209 - mmaction - INFO - Epoch [189][240/1253] lr: 4.927e-02, eta: 1 day, 4:35:13, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.5120, top5_acc: 0.7331, loss_cls: 2.1680, loss: 2.1680, grad_norm: 2.4657 2020-07-20 05:15:40,348 - mmaction - INFO - Epoch [189][260/1253] lr: 4.927e-02, eta: 1 day, 4:34:48, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.4867, top5_acc: 0.7211, loss_cls: 2.2210, loss: 2.2210, grad_norm: 2.4734 2020-07-20 05:16:01,589 - mmaction - INFO - Epoch [189][280/1253] lr: 4.927e-02, eta: 1 day, 4:34:22, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5057, top5_acc: 0.7401, loss_cls: 2.1723, loss: 2.1723, grad_norm: 2.4516 2020-07-20 05:16:23,360 - mmaction - INFO - Epoch [189][300/1253] lr: 4.927e-02, eta: 1 day, 4:33:56, time: 1.088, data_time: 0.002, memory: 9059, top1_acc: 0.5260, top5_acc: 0.7529, loss_cls: 2.0603, loss: 2.0603, grad_norm: 2.4380 2020-07-20 05:16:45,039 - mmaction - INFO - Epoch [189][320/1253] lr: 4.927e-02, eta: 1 day, 4:33:31, time: 1.084, data_time: 0.002, memory: 9059, top1_acc: 0.5065, top5_acc: 0.7365, loss_cls: 2.1656, loss: 2.1656, grad_norm: 2.5293 2020-07-20 05:17:06,726 - mmaction - INFO - Epoch [189][340/1253] lr: 4.927e-02, eta: 1 day, 4:33:05, time: 1.083, data_time: 0.002, memory: 9059, top1_acc: 0.5023, top5_acc: 0.7383, loss_cls: 2.1988, loss: 2.1988, grad_norm: 2.5194 2020-07-20 05:17:29,746 - mmaction - INFO - Epoch [189][360/1253] lr: 4.927e-02, eta: 1 day, 4:32:40, time: 1.149, data_time: 0.011, memory: 9059, top1_acc: 0.5089, top5_acc: 0.7404, loss_cls: 2.1432, loss: 2.1432, grad_norm: 2.4650 2020-07-20 05:17:51,738 - mmaction - INFO - Epoch [189][380/1253] lr: 4.927e-02, eta: 1 day, 4:32:15, time: 1.102, data_time: 0.014, memory: 9059, top1_acc: 0.5180, top5_acc: 0.7417, loss_cls: 2.1409, loss: 2.1409, grad_norm: 2.5043 2020-07-20 05:18:13,677 - mmaction - INFO - Epoch [189][400/1253] lr: 4.927e-02, eta: 1 day, 4:31:50, time: 1.098, data_time: 0.009, memory: 9059, top1_acc: 0.4932, top5_acc: 0.7417, loss_cls: 2.1664, loss: 2.1664, grad_norm: 2.4670 2020-07-20 05:18:35,004 - mmaction - INFO - Epoch [189][420/1253] lr: 4.927e-02, eta: 1 day, 4:31:24, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.5107, top5_acc: 0.7458, loss_cls: 2.1145, loss: 2.1145, grad_norm: 2.4791 2020-07-20 05:18:56,315 - mmaction - INFO - Epoch [189][440/1253] lr: 4.927e-02, eta: 1 day, 4:30:58, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.5086, top5_acc: 0.7367, loss_cls: 2.1475, loss: 2.1475, grad_norm: 2.5103 2020-07-20 05:19:18,186 - mmaction - INFO - Epoch [189][460/1253] lr: 4.927e-02, eta: 1 day, 4:30:33, time: 1.093, data_time: 0.002, memory: 9059, top1_acc: 0.5042, top5_acc: 0.7393, loss_cls: 2.1580, loss: 2.1580, grad_norm: 2.5244 2020-07-20 05:19:40,312 - mmaction - INFO - Epoch [189][480/1253] lr: 4.927e-02, eta: 1 day, 4:30:08, time: 1.107, data_time: 0.006, memory: 9059, top1_acc: 0.4930, top5_acc: 0.7344, loss_cls: 2.1891, loss: 2.1891, grad_norm: 2.5205 2020-07-20 05:20:02,340 - mmaction - INFO - Epoch [189][500/1253] lr: 4.927e-02, eta: 1 day, 4:29:42, time: 1.101, data_time: 0.016, memory: 9059, top1_acc: 0.5060, top5_acc: 0.7349, loss_cls: 2.1794, loss: 2.1794, grad_norm: 2.4879 2020-07-20 05:20:23,627 - mmaction - INFO - Epoch [189][520/1253] lr: 4.927e-02, eta: 1 day, 4:29:17, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5013, top5_acc: 0.7409, loss_cls: 2.1852, loss: 2.1852, grad_norm: 2.4869 2020-07-20 05:20:44,990 - mmaction - INFO - Epoch [189][540/1253] lr: 4.927e-02, eta: 1 day, 4:28:51, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.5154, top5_acc: 0.7466, loss_cls: 2.1363, loss: 2.1363, grad_norm: 2.4532 2020-07-20 05:21:06,736 - mmaction - INFO - Epoch [189][560/1253] lr: 4.927e-02, eta: 1 day, 4:28:25, time: 1.088, data_time: 0.002, memory: 9059, top1_acc: 0.5104, top5_acc: 0.7466, loss_cls: 2.1317, loss: 2.1317, grad_norm: 2.4232 2020-07-20 05:21:28,855 - mmaction - INFO - Epoch [189][580/1253] lr: 4.927e-02, eta: 1 day, 4:28:00, time: 1.105, data_time: 0.011, memory: 9059, top1_acc: 0.5133, top5_acc: 0.7367, loss_cls: 2.1495, loss: 2.1495, grad_norm: 2.5137 2020-07-20 05:21:51,442 - mmaction - INFO - Epoch [189][600/1253] lr: 4.927e-02, eta: 1 day, 4:27:35, time: 1.128, data_time: 0.008, memory: 9059, top1_acc: 0.5018, top5_acc: 0.7508, loss_cls: 2.1336, loss: 2.1336, grad_norm: 2.4853 2020-07-20 05:22:13,276 - mmaction - INFO - Epoch [189][620/1253] lr: 4.927e-02, eta: 1 day, 4:27:10, time: 1.094, data_time: 0.010, memory: 9059, top1_acc: 0.4964, top5_acc: 0.7331, loss_cls: 2.2059, loss: 2.2059, grad_norm: 2.5231 2020-07-20 05:22:34,548 - mmaction - INFO - Epoch [189][640/1253] lr: 4.927e-02, eta: 1 day, 4:26:44, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.5052, top5_acc: 0.7383, loss_cls: 2.1470, loss: 2.1470, grad_norm: 2.5158 2020-07-20 05:22:56,046 - mmaction - INFO - Epoch [189][660/1253] lr: 4.927e-02, eta: 1 day, 4:26:18, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.5023, top5_acc: 0.7453, loss_cls: 2.1492, loss: 2.1492, grad_norm: 2.4637 2020-07-20 05:23:17,295 - mmaction - INFO - Epoch [189][680/1253] lr: 4.927e-02, eta: 1 day, 4:25:53, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5026, top5_acc: 0.7461, loss_cls: 2.1331, loss: 2.1331, grad_norm: 2.5023 2020-07-20 05:23:38,691 - mmaction - INFO - Epoch [189][700/1253] lr: 4.927e-02, eta: 1 day, 4:25:27, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.5073, top5_acc: 0.7383, loss_cls: 2.1700, loss: 2.1700, grad_norm: 2.5056 2020-07-20 05:24:00,036 - mmaction - INFO - Epoch [189][720/1253] lr: 4.927e-02, eta: 1 day, 4:25:01, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5021, top5_acc: 0.7383, loss_cls: 2.1723, loss: 2.1723, grad_norm: 2.4844 2020-07-20 05:24:21,114 - mmaction - INFO - Epoch [189][740/1253] lr: 4.927e-02, eta: 1 day, 4:24:35, time: 1.054, data_time: 0.002, memory: 9059, top1_acc: 0.5039, top5_acc: 0.7326, loss_cls: 2.1885, loss: 2.1885, grad_norm: 2.4763 2020-07-20 05:24:42,762 - mmaction - INFO - Epoch [189][760/1253] lr: 4.927e-02, eta: 1 day, 4:24:10, time: 1.083, data_time: 0.002, memory: 9059, top1_acc: 0.5044, top5_acc: 0.7380, loss_cls: 2.1419, loss: 2.1419, grad_norm: 2.4765 2020-07-20 05:25:04,098 - mmaction - INFO - Epoch [189][780/1253] lr: 4.927e-02, eta: 1 day, 4:23:44, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.5161, top5_acc: 0.7505, loss_cls: 2.0966, loss: 2.0966, grad_norm: 2.4691 2020-07-20 05:25:27,454 - mmaction - INFO - Epoch [189][800/1253] lr: 4.927e-02, eta: 1 day, 4:23:19, time: 1.161, data_time: 0.002, memory: 9059, top1_acc: 0.4924, top5_acc: 0.7299, loss_cls: 2.2139, loss: 2.2139, grad_norm: 2.5166 2020-07-20 05:25:48,720 - mmaction - INFO - Epoch [189][820/1253] lr: 4.927e-02, eta: 1 day, 4:22:54, time: 1.069, data_time: 0.009, memory: 9059, top1_acc: 0.4859, top5_acc: 0.7245, loss_cls: 2.2228, loss: 2.2228, grad_norm: 2.5625 2020-07-20 05:26:10,371 - mmaction - INFO - Epoch [189][840/1253] lr: 4.927e-02, eta: 1 day, 4:22:28, time: 1.084, data_time: 0.006, memory: 9059, top1_acc: 0.4948, top5_acc: 0.7255, loss_cls: 2.2102, loss: 2.2102, grad_norm: 2.5075 2020-07-20 05:26:31,600 - mmaction - INFO - Epoch [189][860/1253] lr: 4.927e-02, eta: 1 day, 4:22:03, time: 1.061, data_time: 0.001, memory: 9059, top1_acc: 0.5021, top5_acc: 0.7378, loss_cls: 2.1748, loss: 2.1748, grad_norm: 2.5252 2020-07-20 05:26:52,907 - mmaction - INFO - Epoch [189][880/1253] lr: 4.927e-02, eta: 1 day, 4:21:37, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5081, top5_acc: 0.7354, loss_cls: 2.1670, loss: 2.1670, grad_norm: 2.5374 2020-07-20 05:27:15,032 - mmaction - INFO - Epoch [189][900/1253] lr: 4.927e-02, eta: 1 day, 4:21:12, time: 1.106, data_time: 0.002, memory: 9059, top1_acc: 0.5182, top5_acc: 0.7477, loss_cls: 2.1038, loss: 2.1038, grad_norm: 2.4663 2020-07-20 05:27:36,622 - mmaction - INFO - Epoch [189][920/1253] lr: 4.927e-02, eta: 1 day, 4:20:46, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.5055, top5_acc: 0.7479, loss_cls: 2.1301, loss: 2.1301, grad_norm: 2.5131 2020-07-20 05:27:57,998 - mmaction - INFO - Epoch [189][940/1253] lr: 4.927e-02, eta: 1 day, 4:20:20, time: 1.072, data_time: 0.005, memory: 9059, top1_acc: 0.5083, top5_acc: 0.7500, loss_cls: 2.1229, loss: 2.1229, grad_norm: 2.5625 2020-07-20 05:28:19,336 - mmaction - INFO - Epoch [189][960/1253] lr: 4.927e-02, eta: 1 day, 4:19:55, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.5018, top5_acc: 0.7315, loss_cls: 2.1905, loss: 2.1905, grad_norm: 2.4761 2020-07-20 05:28:41,540 - mmaction - INFO - Epoch [189][980/1253] lr: 4.927e-02, eta: 1 day, 4:19:30, time: 1.109, data_time: 0.002, memory: 9059, top1_acc: 0.4914, top5_acc: 0.7310, loss_cls: 2.2289, loss: 2.2289, grad_norm: 2.5106 2020-07-20 05:29:02,813 - mmaction - INFO - Epoch [189][1000/1253] lr: 4.927e-02, eta: 1 day, 4:19:04, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.5003, top5_acc: 0.7326, loss_cls: 2.1792, loss: 2.1792, grad_norm: 2.4302 2020-07-20 05:29:24,139 - mmaction - INFO - Epoch [189][1020/1253] lr: 4.927e-02, eta: 1 day, 4:18:38, time: 1.068, data_time: 0.004, memory: 9059, top1_acc: 0.4940, top5_acc: 0.7289, loss_cls: 2.2062, loss: 2.2062, grad_norm: 2.5510 2020-07-20 05:29:45,690 - mmaction - INFO - Epoch [189][1040/1253] lr: 4.927e-02, eta: 1 day, 4:18:13, time: 1.078, data_time: 0.003, memory: 9059, top1_acc: 0.5010, top5_acc: 0.7331, loss_cls: 2.2032, loss: 2.2032, grad_norm: 2.5119 2020-07-20 05:30:07,617 - mmaction - INFO - Epoch [189][1060/1253] lr: 4.927e-02, eta: 1 day, 4:17:47, time: 1.096, data_time: 0.002, memory: 9059, top1_acc: 0.5063, top5_acc: 0.7367, loss_cls: 2.1720, loss: 2.1720, grad_norm: 2.4821 2020-07-20 05:30:29,947 - mmaction - INFO - Epoch [189][1080/1253] lr: 4.927e-02, eta: 1 day, 4:17:22, time: 1.116, data_time: 0.003, memory: 9059, top1_acc: 0.5107, top5_acc: 0.7432, loss_cls: 2.1757, loss: 2.1757, grad_norm: 2.5025 2020-07-20 05:30:51,743 - mmaction - INFO - Epoch [189][1100/1253] lr: 4.927e-02, eta: 1 day, 4:16:57, time: 1.089, data_time: 0.002, memory: 9059, top1_acc: 0.5096, top5_acc: 0.7484, loss_cls: 2.1155, loss: 2.1155, grad_norm: 2.5574 2020-07-20 05:31:13,541 - mmaction - INFO - Epoch [189][1120/1253] lr: 4.927e-02, eta: 1 day, 4:16:31, time: 1.091, data_time: 0.004, memory: 9059, top1_acc: 0.5055, top5_acc: 0.7320, loss_cls: 2.1837, loss: 2.1837, grad_norm: 2.4800 2020-07-20 05:31:34,917 - mmaction - INFO - Epoch [189][1140/1253] lr: 4.927e-02, eta: 1 day, 4:16:06, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4930, top5_acc: 0.7323, loss_cls: 2.2009, loss: 2.2009, grad_norm: 2.5609 2020-07-20 05:31:56,504 - mmaction - INFO - Epoch [189][1160/1253] lr: 4.927e-02, eta: 1 day, 4:15:40, time: 1.079, data_time: 0.001, memory: 9059, top1_acc: 0.5005, top5_acc: 0.7365, loss_cls: 2.1792, loss: 2.1792, grad_norm: 2.4864 2020-07-20 05:32:17,680 - mmaction - INFO - Epoch [189][1180/1253] lr: 4.927e-02, eta: 1 day, 4:15:14, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.5068, top5_acc: 0.7286, loss_cls: 2.2014, loss: 2.2014, grad_norm: 2.4692 2020-07-20 05:32:39,653 - mmaction - INFO - Epoch [189][1200/1253] lr: 4.927e-02, eta: 1 day, 4:14:49, time: 1.099, data_time: 0.002, memory: 9059, top1_acc: 0.4956, top5_acc: 0.7320, loss_cls: 2.1901, loss: 2.1901, grad_norm: 2.5168 2020-07-20 05:33:00,917 - mmaction - INFO - Epoch [189][1220/1253] lr: 4.927e-02, eta: 1 day, 4:14:23, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5141, top5_acc: 0.7414, loss_cls: 2.1453, loss: 2.1453, grad_norm: 2.4665 2020-07-20 05:33:22,649 - mmaction - INFO - Epoch [189][1240/1253] lr: 4.927e-02, eta: 1 day, 4:13:58, time: 1.087, data_time: 0.002, memory: 9059, top1_acc: 0.5086, top5_acc: 0.7435, loss_cls: 2.1362, loss: 2.1362, grad_norm: 2.4729 2020-07-20 05:36:43,458 - mmaction - INFO - Epoch [190][20/1253] lr: 4.791e-02, eta: 1 day, 4:14:29, time: 9.075, data_time: 7.922, memory: 9059, top1_acc: 0.5169, top5_acc: 0.7536, loss_cls: 2.1197, loss: 2.1197, grad_norm: 2.4255 2020-07-20 05:37:05,099 - mmaction - INFO - Epoch [190][40/1253] lr: 4.791e-02, eta: 1 day, 4:14:04, time: 1.082, data_time: 0.002, memory: 9059, top1_acc: 0.5188, top5_acc: 0.7490, loss_cls: 2.0914, loss: 2.0914, grad_norm: 2.5124 2020-07-20 05:37:26,362 - mmaction - INFO - Epoch [190][60/1253] lr: 4.791e-02, eta: 1 day, 4:13:38, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5117, top5_acc: 0.7451, loss_cls: 2.1350, loss: 2.1350, grad_norm: 2.5025 2020-07-20 05:37:47,935 - mmaction - INFO - Epoch [190][80/1253] lr: 4.791e-02, eta: 1 day, 4:13:12, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.5094, top5_acc: 0.7388, loss_cls: 2.1451, loss: 2.1451, grad_norm: 2.4894 2020-07-20 05:38:09,098 - mmaction - INFO - Epoch [190][100/1253] lr: 4.791e-02, eta: 1 day, 4:12:47, time: 1.058, data_time: 0.001, memory: 9059, top1_acc: 0.5089, top5_acc: 0.7380, loss_cls: 2.1871, loss: 2.1871, grad_norm: 2.5603 2020-07-20 05:38:30,352 - mmaction - INFO - Epoch [190][120/1253] lr: 4.791e-02, eta: 1 day, 4:12:21, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5003, top5_acc: 0.7396, loss_cls: 2.1765, loss: 2.1765, grad_norm: 2.5432 2020-07-20 05:38:51,519 - mmaction - INFO - Epoch [190][140/1253] lr: 4.791e-02, eta: 1 day, 4:11:55, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.5130, top5_acc: 0.7482, loss_cls: 2.1081, loss: 2.1081, grad_norm: 2.5232 2020-07-20 05:39:13,005 - mmaction - INFO - Epoch [190][160/1253] lr: 4.791e-02, eta: 1 day, 4:11:29, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.5013, top5_acc: 0.7440, loss_cls: 2.1241, loss: 2.1241, grad_norm: 2.5691 2020-07-20 05:39:34,277 - mmaction - INFO - Epoch [190][180/1253] lr: 4.791e-02, eta: 1 day, 4:11:04, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.5151, top5_acc: 0.7438, loss_cls: 2.1251, loss: 2.1251, grad_norm: 2.5137 2020-07-20 05:39:55,458 - mmaction - INFO - Epoch [190][200/1253] lr: 4.791e-02, eta: 1 day, 4:10:38, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4992, top5_acc: 0.7372, loss_cls: 2.1751, loss: 2.1751, grad_norm: 2.5715 2020-07-20 05:40:16,675 - mmaction - INFO - Epoch [190][220/1253] lr: 4.791e-02, eta: 1 day, 4:10:12, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5193, top5_acc: 0.7456, loss_cls: 2.0955, loss: 2.0955, grad_norm: 2.5106 2020-07-20 05:40:37,985 - mmaction - INFO - Epoch [190][240/1253] lr: 4.791e-02, eta: 1 day, 4:09:47, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.4951, top5_acc: 0.7289, loss_cls: 2.2188, loss: 2.2188, grad_norm: 2.5324 2020-07-20 05:40:59,326 - mmaction - INFO - Epoch [190][260/1253] lr: 4.791e-02, eta: 1 day, 4:09:21, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5143, top5_acc: 0.7484, loss_cls: 2.1115, loss: 2.1115, grad_norm: 2.4801 2020-07-20 05:41:20,649 - mmaction - INFO - Epoch [190][280/1253] lr: 4.791e-02, eta: 1 day, 4:08:55, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.5128, top5_acc: 0.7362, loss_cls: 2.1437, loss: 2.1437, grad_norm: 2.4665 2020-07-20 05:41:42,575 - mmaction - INFO - Epoch [190][300/1253] lr: 4.791e-02, eta: 1 day, 4:08:30, time: 1.095, data_time: 0.001, memory: 9059, top1_acc: 0.5201, top5_acc: 0.7492, loss_cls: 2.1042, loss: 2.1042, grad_norm: 2.5588 2020-07-20 05:42:03,905 - mmaction - INFO - Epoch [190][320/1253] lr: 4.791e-02, eta: 1 day, 4:08:04, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5115, top5_acc: 0.7396, loss_cls: 2.1510, loss: 2.1510, grad_norm: 2.4312 2020-07-20 05:42:25,195 - mmaction - INFO - Epoch [190][340/1253] lr: 4.791e-02, eta: 1 day, 4:07:39, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.5044, top5_acc: 0.7401, loss_cls: 2.1639, loss: 2.1639, grad_norm: 2.5467 2020-07-20 05:42:46,552 - mmaction - INFO - Epoch [190][360/1253] lr: 4.791e-02, eta: 1 day, 4:07:13, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5018, top5_acc: 0.7393, loss_cls: 2.1769, loss: 2.1769, grad_norm: 2.5419 2020-07-20 05:43:07,960 - mmaction - INFO - Epoch [190][380/1253] lr: 4.791e-02, eta: 1 day, 4:06:47, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.5099, top5_acc: 0.7497, loss_cls: 2.1116, loss: 2.1116, grad_norm: 2.5343 2020-07-20 05:43:29,126 - mmaction - INFO - Epoch [190][400/1253] lr: 4.791e-02, eta: 1 day, 4:06:21, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.5013, top5_acc: 0.7326, loss_cls: 2.2111, loss: 2.2111, grad_norm: 2.5322 2020-07-20 05:43:50,484 - mmaction - INFO - Epoch [190][420/1253] lr: 4.791e-02, eta: 1 day, 4:05:56, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5159, top5_acc: 0.7484, loss_cls: 2.1035, loss: 2.1035, grad_norm: 2.4420 2020-07-20 05:44:12,140 - mmaction - INFO - Epoch [190][440/1253] lr: 4.791e-02, eta: 1 day, 4:05:30, time: 1.083, data_time: 0.002, memory: 9059, top1_acc: 0.5016, top5_acc: 0.7331, loss_cls: 2.1755, loss: 2.1755, grad_norm: 2.4758 2020-07-20 05:44:33,460 - mmaction - INFO - Epoch [190][460/1253] lr: 4.791e-02, eta: 1 day, 4:05:05, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5000, top5_acc: 0.7383, loss_cls: 2.1537, loss: 2.1537, grad_norm: 2.4921 2020-07-20 05:44:54,697 - mmaction - INFO - Epoch [190][480/1253] lr: 4.791e-02, eta: 1 day, 4:04:39, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.5091, top5_acc: 0.7393, loss_cls: 2.1529, loss: 2.1529, grad_norm: 2.5350 2020-07-20 05:45:16,516 - mmaction - INFO - Epoch [190][500/1253] lr: 4.791e-02, eta: 1 day, 4:04:14, time: 1.090, data_time: 0.001, memory: 9059, top1_acc: 0.5154, top5_acc: 0.7464, loss_cls: 2.1357, loss: 2.1357, grad_norm: 2.4956 2020-07-20 05:45:37,756 - mmaction - INFO - Epoch [190][520/1253] lr: 4.791e-02, eta: 1 day, 4:03:48, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5161, top5_acc: 0.7529, loss_cls: 2.1153, loss: 2.1153, grad_norm: 2.4913 2020-07-20 05:46:00,465 - mmaction - INFO - Epoch [190][540/1253] lr: 4.791e-02, eta: 1 day, 4:03:23, time: 1.136, data_time: 0.002, memory: 9059, top1_acc: 0.5068, top5_acc: 0.7409, loss_cls: 2.1395, loss: 2.1395, grad_norm: 2.5303 2020-07-20 05:46:21,933 - mmaction - INFO - Epoch [190][560/1253] lr: 4.791e-02, eta: 1 day, 4:02:57, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.5052, top5_acc: 0.7471, loss_cls: 2.1460, loss: 2.1460, grad_norm: 2.5327 2020-07-20 05:46:43,468 - mmaction - INFO - Epoch [190][580/1253] lr: 4.791e-02, eta: 1 day, 4:02:32, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.5099, top5_acc: 0.7372, loss_cls: 2.1659, loss: 2.1659, grad_norm: 2.5441 2020-07-20 05:47:04,853 - mmaction - INFO - Epoch [190][600/1253] lr: 4.791e-02, eta: 1 day, 4:02:06, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.4932, top5_acc: 0.7385, loss_cls: 2.1750, loss: 2.1750, grad_norm: 2.5492 2020-07-20 05:47:26,374 - mmaction - INFO - Epoch [190][620/1253] lr: 4.791e-02, eta: 1 day, 4:01:41, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.5068, top5_acc: 0.7365, loss_cls: 2.1664, loss: 2.1664, grad_norm: 2.5567 2020-07-20 05:47:47,532 - mmaction - INFO - Epoch [190][640/1253] lr: 4.791e-02, eta: 1 day, 4:01:15, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.5135, top5_acc: 0.7438, loss_cls: 2.1132, loss: 2.1132, grad_norm: 2.5313 2020-07-20 05:48:09,278 - mmaction - INFO - Epoch [190][660/1253] lr: 4.791e-02, eta: 1 day, 4:00:49, time: 1.088, data_time: 0.014, memory: 9059, top1_acc: 0.5117, top5_acc: 0.7526, loss_cls: 2.0962, loss: 2.0962, grad_norm: 2.5045 2020-07-20 05:48:30,601 - mmaction - INFO - Epoch [190][680/1253] lr: 4.791e-02, eta: 1 day, 4:00:24, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5063, top5_acc: 0.7362, loss_cls: 2.1617, loss: 2.1617, grad_norm: 2.4866 2020-07-20 05:48:51,860 - mmaction - INFO - Epoch [190][700/1253] lr: 4.791e-02, eta: 1 day, 3:59:58, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.5198, top5_acc: 0.7430, loss_cls: 2.1269, loss: 2.1269, grad_norm: 2.5220 2020-07-20 05:49:12,980 - mmaction - INFO - Epoch [190][720/1253] lr: 4.791e-02, eta: 1 day, 3:59:32, time: 1.055, data_time: 0.002, memory: 9059, top1_acc: 0.5047, top5_acc: 0.7438, loss_cls: 2.1354, loss: 2.1354, grad_norm: 2.5108 2020-07-20 05:49:34,247 - mmaction - INFO - Epoch [190][740/1253] lr: 4.791e-02, eta: 1 day, 3:59:07, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5120, top5_acc: 0.7536, loss_cls: 2.1298, loss: 2.1298, grad_norm: 2.5069 2020-07-20 05:49:55,613 - mmaction - INFO - Epoch [190][760/1253] lr: 4.791e-02, eta: 1 day, 3:58:41, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5133, top5_acc: 0.7388, loss_cls: 2.1498, loss: 2.1498, grad_norm: 2.5115 2020-07-20 05:50:17,074 - mmaction - INFO - Epoch [190][780/1253] lr: 4.791e-02, eta: 1 day, 3:58:15, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.5198, top5_acc: 0.7451, loss_cls: 2.0854, loss: 2.0854, grad_norm: 2.5232 2020-07-20 05:50:38,979 - mmaction - INFO - Epoch [190][800/1253] lr: 4.791e-02, eta: 1 day, 3:57:50, time: 1.096, data_time: 0.002, memory: 9059, top1_acc: 0.5073, top5_acc: 0.7464, loss_cls: 2.1507, loss: 2.1507, grad_norm: 2.5555 2020-07-20 05:51:00,976 - mmaction - INFO - Epoch [190][820/1253] lr: 4.791e-02, eta: 1 day, 3:57:25, time: 1.100, data_time: 0.002, memory: 9059, top1_acc: 0.5031, top5_acc: 0.7320, loss_cls: 2.1890, loss: 2.1890, grad_norm: 2.5498 2020-07-20 05:51:22,402 - mmaction - INFO - Epoch [190][840/1253] lr: 4.791e-02, eta: 1 day, 3:56:59, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.5042, top5_acc: 0.7404, loss_cls: 2.1664, loss: 2.1664, grad_norm: 2.5624 2020-07-20 05:51:44,130 - mmaction - INFO - Epoch [190][860/1253] lr: 4.791e-02, eta: 1 day, 3:56:34, time: 1.086, data_time: 0.014, memory: 9059, top1_acc: 0.5102, top5_acc: 0.7492, loss_cls: 2.1186, loss: 2.1186, grad_norm: 2.5388 2020-07-20 05:52:05,318 - mmaction - INFO - Epoch [190][880/1253] lr: 4.791e-02, eta: 1 day, 3:56:08, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.4979, top5_acc: 0.7367, loss_cls: 2.1814, loss: 2.1814, grad_norm: 2.5553 2020-07-20 05:52:26,825 - mmaction - INFO - Epoch [190][900/1253] lr: 4.791e-02, eta: 1 day, 3:55:42, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5185, top5_acc: 0.7477, loss_cls: 2.0980, loss: 2.0980, grad_norm: 2.4793 2020-07-20 05:52:49,211 - mmaction - INFO - Epoch [190][920/1253] lr: 4.791e-02, eta: 1 day, 3:55:17, time: 1.127, data_time: 0.009, memory: 9059, top1_acc: 0.5133, top5_acc: 0.7396, loss_cls: 2.1148, loss: 2.1148, grad_norm: 2.5372 2020-07-20 05:53:10,448 - mmaction - INFO - Epoch [190][940/1253] lr: 4.791e-02, eta: 1 day, 3:54:52, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5070, top5_acc: 0.7411, loss_cls: 2.1486, loss: 2.1486, grad_norm: 2.5182 2020-07-20 05:53:31,671 - mmaction - INFO - Epoch [190][960/1253] lr: 4.791e-02, eta: 1 day, 3:54:26, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5232, top5_acc: 0.7487, loss_cls: 2.0935, loss: 2.0935, grad_norm: 2.4837 2020-07-20 05:53:52,854 - mmaction - INFO - Epoch [190][980/1253] lr: 4.791e-02, eta: 1 day, 3:54:00, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.5115, top5_acc: 0.7385, loss_cls: 2.1793, loss: 2.1793, grad_norm: 2.5036 2020-07-20 05:54:14,281 - mmaction - INFO - Epoch [190][1000/1253] lr: 4.791e-02, eta: 1 day, 3:53:35, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.5031, top5_acc: 0.7438, loss_cls: 2.1586, loss: 2.1586, grad_norm: 2.5941 2020-07-20 05:54:35,505 - mmaction - INFO - Epoch [190][1020/1253] lr: 4.791e-02, eta: 1 day, 3:53:09, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.5078, top5_acc: 0.7323, loss_cls: 2.2029, loss: 2.2029, grad_norm: 2.5800 2020-07-20 05:54:56,734 - mmaction - INFO - Epoch [190][1040/1253] lr: 4.791e-02, eta: 1 day, 3:52:43, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.5138, top5_acc: 0.7383, loss_cls: 2.1338, loss: 2.1338, grad_norm: 2.5031 2020-07-20 05:55:18,447 - mmaction - INFO - Epoch [190][1060/1253] lr: 4.791e-02, eta: 1 day, 3:52:18, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.5109, top5_acc: 0.7352, loss_cls: 2.1561, loss: 2.1561, grad_norm: 2.5489 2020-07-20 05:55:40,538 - mmaction - INFO - Epoch [190][1080/1253] lr: 4.791e-02, eta: 1 day, 3:51:52, time: 1.104, data_time: 0.002, memory: 9059, top1_acc: 0.5089, top5_acc: 0.7427, loss_cls: 2.1546, loss: 2.1546, grad_norm: 2.5175 2020-07-20 05:56:02,246 - mmaction - INFO - Epoch [190][1100/1253] lr: 4.791e-02, eta: 1 day, 3:51:27, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.5107, top5_acc: 0.7471, loss_cls: 2.1284, loss: 2.1284, grad_norm: 2.4970 2020-07-20 05:56:23,791 - mmaction - INFO - Epoch [190][1120/1253] lr: 4.791e-02, eta: 1 day, 3:51:02, time: 1.077, data_time: 0.001, memory: 9059, top1_acc: 0.5128, top5_acc: 0.7424, loss_cls: 2.1436, loss: 2.1436, grad_norm: 2.4815 2020-07-20 05:56:45,093 - mmaction - INFO - Epoch [190][1140/1253] lr: 4.791e-02, eta: 1 day, 3:50:36, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5052, top5_acc: 0.7370, loss_cls: 2.1617, loss: 2.1617, grad_norm: 2.5012 2020-07-20 05:57:06,355 - mmaction - INFO - Epoch [190][1160/1253] lr: 4.791e-02, eta: 1 day, 3:50:10, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5016, top5_acc: 0.7339, loss_cls: 2.1786, loss: 2.1786, grad_norm: 2.4663 2020-07-20 05:57:27,535 - mmaction - INFO - Epoch [190][1180/1253] lr: 4.791e-02, eta: 1 day, 3:49:45, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.4961, top5_acc: 0.7320, loss_cls: 2.2028, loss: 2.2028, grad_norm: 2.5932 2020-07-20 05:57:49,045 - mmaction - INFO - Epoch [190][1200/1253] lr: 4.791e-02, eta: 1 day, 3:49:19, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.5195, top5_acc: 0.7372, loss_cls: 2.1445, loss: 2.1445, grad_norm: 2.5305 2020-07-20 05:58:10,281 - mmaction - INFO - Epoch [190][1220/1253] lr: 4.791e-02, eta: 1 day, 3:48:53, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5068, top5_acc: 0.7336, loss_cls: 2.1668, loss: 2.1668, grad_norm: 2.4942 2020-07-20 05:58:31,610 - mmaction - INFO - Epoch [190][1240/1253] lr: 4.791e-02, eta: 1 day, 3:48:28, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.5044, top5_acc: 0.7414, loss_cls: 2.1835, loss: 2.1835, grad_norm: 2.5344 2020-07-20 06:02:17,016 - mmaction - INFO - Epoch [191][20/1253] lr: 4.657e-02, eta: 1 day, 3:49:09, time: 10.272, data_time: 9.068, memory: 9059, top1_acc: 0.5060, top5_acc: 0.7424, loss_cls: 2.1376, loss: 2.1376, grad_norm: 2.4247 2020-07-20 06:02:38,233 - mmaction - INFO - Epoch [191][40/1253] lr: 4.657e-02, eta: 1 day, 3:48:44, time: 1.062, data_time: 0.004, memory: 9059, top1_acc: 0.5172, top5_acc: 0.7435, loss_cls: 2.0811, loss: 2.0811, grad_norm: 2.5439 2020-07-20 06:02:59,438 - mmaction - INFO - Epoch [191][60/1253] lr: 4.657e-02, eta: 1 day, 3:48:18, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.5214, top5_acc: 0.7406, loss_cls: 2.1304, loss: 2.1304, grad_norm: 2.5867 2020-07-20 06:03:20,844 - mmaction - INFO - Epoch [191][80/1253] lr: 4.657e-02, eta: 1 day, 3:47:52, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.5221, top5_acc: 0.7464, loss_cls: 2.1045, loss: 2.1045, grad_norm: 2.5594 2020-07-20 06:03:42,089 - mmaction - INFO - Epoch [191][100/1253] lr: 4.657e-02, eta: 1 day, 3:47:27, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5167, top5_acc: 0.7432, loss_cls: 2.1222, loss: 2.1222, grad_norm: 2.5998 2020-07-20 06:04:03,332 - mmaction - INFO - Epoch [191][120/1253] lr: 4.657e-02, eta: 1 day, 3:47:01, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5276, top5_acc: 0.7510, loss_cls: 2.0738, loss: 2.0738, grad_norm: 2.5245 2020-07-20 06:04:24,511 - mmaction - INFO - Epoch [191][140/1253] lr: 4.657e-02, eta: 1 day, 3:46:35, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.5177, top5_acc: 0.7464, loss_cls: 2.1037, loss: 2.1037, grad_norm: 2.4947 2020-07-20 06:04:45,865 - mmaction - INFO - Epoch [191][160/1253] lr: 4.657e-02, eta: 1 day, 3:46:09, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5055, top5_acc: 0.7500, loss_cls: 2.1339, loss: 2.1339, grad_norm: 2.5700 2020-07-20 06:05:07,238 - mmaction - INFO - Epoch [191][180/1253] lr: 4.657e-02, eta: 1 day, 3:45:44, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.5120, top5_acc: 0.7464, loss_cls: 2.1115, loss: 2.1115, grad_norm: 2.5229 2020-07-20 06:05:28,643 - mmaction - INFO - Epoch [191][200/1253] lr: 4.657e-02, eta: 1 day, 3:45:18, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.5289, top5_acc: 0.7552, loss_cls: 2.0528, loss: 2.0528, grad_norm: 2.5034 2020-07-20 06:05:50,063 - mmaction - INFO - Epoch [191][220/1253] lr: 4.657e-02, eta: 1 day, 3:44:53, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.5294, top5_acc: 0.7552, loss_cls: 2.0546, loss: 2.0546, grad_norm: 2.5290 2020-07-20 06:06:11,445 - mmaction - INFO - Epoch [191][240/1253] lr: 4.657e-02, eta: 1 day, 3:44:27, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.5159, top5_acc: 0.7536, loss_cls: 2.0795, loss: 2.0795, grad_norm: 2.5527 2020-07-20 06:06:32,560 - mmaction - INFO - Epoch [191][260/1253] lr: 4.657e-02, eta: 1 day, 3:44:01, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.5128, top5_acc: 0.7484, loss_cls: 2.1055, loss: 2.1055, grad_norm: 2.5348 2020-07-20 06:06:53,910 - mmaction - INFO - Epoch [191][280/1253] lr: 4.657e-02, eta: 1 day, 3:43:36, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5255, top5_acc: 0.7583, loss_cls: 2.0666, loss: 2.0666, grad_norm: 2.5830 2020-07-20 06:07:15,272 - mmaction - INFO - Epoch [191][300/1253] lr: 4.657e-02, eta: 1 day, 3:43:10, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.4982, top5_acc: 0.7352, loss_cls: 2.1652, loss: 2.1652, grad_norm: 2.6112 2020-07-20 06:07:36,780 - mmaction - INFO - Epoch [191][320/1253] lr: 4.657e-02, eta: 1 day, 3:42:44, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.5211, top5_acc: 0.7435, loss_cls: 2.1126, loss: 2.1126, grad_norm: 2.5078 2020-07-20 06:07:57,934 - mmaction - INFO - Epoch [191][340/1253] lr: 4.657e-02, eta: 1 day, 3:42:19, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.5031, top5_acc: 0.7479, loss_cls: 2.1229, loss: 2.1229, grad_norm: 2.5517 2020-07-20 06:08:19,373 - mmaction - INFO - Epoch [191][360/1253] lr: 4.657e-02, eta: 1 day, 3:41:53, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.5156, top5_acc: 0.7370, loss_cls: 2.1365, loss: 2.1365, grad_norm: 2.5950 2020-07-20 06:08:40,576 - mmaction - INFO - Epoch [191][380/1253] lr: 4.657e-02, eta: 1 day, 3:41:27, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.5167, top5_acc: 0.7487, loss_cls: 2.0960, loss: 2.0960, grad_norm: 2.5689 2020-07-20 06:09:02,010 - mmaction - INFO - Epoch [191][400/1253] lr: 4.657e-02, eta: 1 day, 3:41:02, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.5060, top5_acc: 0.7388, loss_cls: 2.1453, loss: 2.1453, grad_norm: 2.5814 2020-07-20 06:09:23,299 - mmaction - INFO - Epoch [191][420/1253] lr: 4.657e-02, eta: 1 day, 3:40:36, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5018, top5_acc: 0.7307, loss_cls: 2.1916, loss: 2.1916, grad_norm: 2.5473 2020-07-20 06:09:44,714 - mmaction - INFO - Epoch [191][440/1253] lr: 4.657e-02, eta: 1 day, 3:40:11, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.5188, top5_acc: 0.7586, loss_cls: 2.0515, loss: 2.0515, grad_norm: 2.4794 2020-07-20 06:10:05,955 - mmaction - INFO - Epoch [191][460/1253] lr: 4.657e-02, eta: 1 day, 3:39:45, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5070, top5_acc: 0.7362, loss_cls: 2.1495, loss: 2.1495, grad_norm: 2.5527 2020-07-20 06:10:27,530 - mmaction - INFO - Epoch [191][480/1253] lr: 4.657e-02, eta: 1 day, 3:39:19, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.5117, top5_acc: 0.7404, loss_cls: 2.1636, loss: 2.1636, grad_norm: 2.5393 2020-07-20 06:10:48,777 - mmaction - INFO - Epoch [191][500/1253] lr: 4.657e-02, eta: 1 day, 3:38:54, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5081, top5_acc: 0.7438, loss_cls: 2.1292, loss: 2.1292, grad_norm: 2.5588 2020-07-20 06:11:10,113 - mmaction - INFO - Epoch [191][520/1253] lr: 4.657e-02, eta: 1 day, 3:38:28, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.5063, top5_acc: 0.7404, loss_cls: 2.1524, loss: 2.1524, grad_norm: 2.4835 2020-07-20 06:11:31,467 - mmaction - INFO - Epoch [191][540/1253] lr: 4.657e-02, eta: 1 day, 3:38:03, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.5154, top5_acc: 0.7331, loss_cls: 2.1737, loss: 2.1737, grad_norm: 2.5700 2020-07-20 06:11:52,740 - mmaction - INFO - Epoch [191][560/1253] lr: 4.657e-02, eta: 1 day, 3:37:37, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.5208, top5_acc: 0.7560, loss_cls: 2.0696, loss: 2.0696, grad_norm: 2.5162 2020-07-20 06:12:13,898 - mmaction - INFO - Epoch [191][580/1253] lr: 4.657e-02, eta: 1 day, 3:37:11, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.5185, top5_acc: 0.7516, loss_cls: 2.0961, loss: 2.0961, grad_norm: 2.5838 2020-07-20 06:12:35,301 - mmaction - INFO - Epoch [191][600/1253] lr: 4.657e-02, eta: 1 day, 3:36:46, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.5094, top5_acc: 0.7341, loss_cls: 2.1596, loss: 2.1596, grad_norm: 2.6077 2020-07-20 06:12:57,048 - mmaction - INFO - Epoch [191][620/1253] lr: 4.657e-02, eta: 1 day, 3:36:20, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.5211, top5_acc: 0.7531, loss_cls: 2.0894, loss: 2.0894, grad_norm: 2.4923 2020-07-20 06:13:18,623 - mmaction - INFO - Epoch [191][640/1253] lr: 4.657e-02, eta: 1 day, 3:35:55, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.5307, top5_acc: 0.7549, loss_cls: 2.0673, loss: 2.0673, grad_norm: 2.5277 2020-07-20 06:13:39,942 - mmaction - INFO - Epoch [191][660/1253] lr: 4.657e-02, eta: 1 day, 3:35:29, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5203, top5_acc: 0.7487, loss_cls: 2.0841, loss: 2.0841, grad_norm: 2.5824 2020-07-20 06:14:01,436 - mmaction - INFO - Epoch [191][680/1253] lr: 4.657e-02, eta: 1 day, 3:35:04, time: 1.078, data_time: 0.005, memory: 9059, top1_acc: 0.5078, top5_acc: 0.7414, loss_cls: 2.1458, loss: 2.1458, grad_norm: 2.5767 2020-07-20 06:14:22,679 - mmaction - INFO - Epoch [191][700/1253] lr: 4.657e-02, eta: 1 day, 3:34:38, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5130, top5_acc: 0.7448, loss_cls: 2.1300, loss: 2.1300, grad_norm: 2.5259 2020-07-20 06:14:44,032 - mmaction - INFO - Epoch [191][720/1253] lr: 4.657e-02, eta: 1 day, 3:34:12, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.5104, top5_acc: 0.7406, loss_cls: 2.1272, loss: 2.1272, grad_norm: 2.5925 2020-07-20 06:15:05,219 - mmaction - INFO - Epoch [191][740/1253] lr: 4.657e-02, eta: 1 day, 3:33:47, time: 1.059, data_time: 0.001, memory: 9059, top1_acc: 0.4974, top5_acc: 0.7430, loss_cls: 2.1647, loss: 2.1647, grad_norm: 2.5736 2020-07-20 06:15:26,750 - mmaction - INFO - Epoch [191][760/1253] lr: 4.657e-02, eta: 1 day, 3:33:21, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.4997, top5_acc: 0.7367, loss_cls: 2.1805, loss: 2.1805, grad_norm: 2.5643 2020-07-20 06:15:48,072 - mmaction - INFO - Epoch [191][780/1253] lr: 4.657e-02, eta: 1 day, 3:32:55, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.4885, top5_acc: 0.7375, loss_cls: 2.1813, loss: 2.1813, grad_norm: 2.6114 2020-07-20 06:16:09,870 - mmaction - INFO - Epoch [191][800/1253] lr: 4.657e-02, eta: 1 day, 3:32:30, time: 1.090, data_time: 0.004, memory: 9059, top1_acc: 0.5109, top5_acc: 0.7398, loss_cls: 2.1518, loss: 2.1518, grad_norm: 2.5270 2020-07-20 06:16:31,989 - mmaction - INFO - Epoch [191][820/1253] lr: 4.657e-02, eta: 1 day, 3:32:05, time: 1.105, data_time: 0.007, memory: 9059, top1_acc: 0.5107, top5_acc: 0.7484, loss_cls: 2.1297, loss: 2.1297, grad_norm: 2.5380 2020-07-20 06:16:54,544 - mmaction - INFO - Epoch [191][840/1253] lr: 4.657e-02, eta: 1 day, 3:31:40, time: 1.128, data_time: 0.009, memory: 9059, top1_acc: 0.5120, top5_acc: 0.7411, loss_cls: 2.1326, loss: 2.1326, grad_norm: 2.5271 2020-07-20 06:17:16,763 - mmaction - INFO - Epoch [191][860/1253] lr: 4.657e-02, eta: 1 day, 3:31:15, time: 1.112, data_time: 0.014, memory: 9059, top1_acc: 0.4995, top5_acc: 0.7294, loss_cls: 2.1896, loss: 2.1896, grad_norm: 2.5181 2020-07-20 06:17:38,785 - mmaction - INFO - Epoch [191][880/1253] lr: 4.657e-02, eta: 1 day, 3:30:49, time: 1.100, data_time: 0.001, memory: 9059, top1_acc: 0.5044, top5_acc: 0.7398, loss_cls: 2.1511, loss: 2.1511, grad_norm: 2.5650 2020-07-20 06:18:00,699 - mmaction - INFO - Epoch [191][900/1253] lr: 4.657e-02, eta: 1 day, 3:30:24, time: 1.096, data_time: 0.010, memory: 9059, top1_acc: 0.5151, top5_acc: 0.7409, loss_cls: 2.1278, loss: 2.1278, grad_norm: 2.5542 2020-07-20 06:18:22,751 - mmaction - INFO - Epoch [191][920/1253] lr: 4.657e-02, eta: 1 day, 3:29:59, time: 1.103, data_time: 0.008, memory: 9059, top1_acc: 0.5083, top5_acc: 0.7510, loss_cls: 2.1329, loss: 2.1329, grad_norm: 2.5446 2020-07-20 06:18:44,170 - mmaction - INFO - Epoch [191][940/1253] lr: 4.657e-02, eta: 1 day, 3:29:33, time: 1.070, data_time: 0.008, memory: 9059, top1_acc: 0.5180, top5_acc: 0.7477, loss_cls: 2.0884, loss: 2.0884, grad_norm: 2.4774 2020-07-20 06:19:05,652 - mmaction - INFO - Epoch [191][960/1253] lr: 4.657e-02, eta: 1 day, 3:29:08, time: 1.075, data_time: 0.003, memory: 9059, top1_acc: 0.5063, top5_acc: 0.7417, loss_cls: 2.1323, loss: 2.1323, grad_norm: 2.5533 2020-07-20 06:19:27,670 - mmaction - INFO - Epoch [191][980/1253] lr: 4.657e-02, eta: 1 day, 3:28:42, time: 1.101, data_time: 0.013, memory: 9059, top1_acc: 0.5018, top5_acc: 0.7385, loss_cls: 2.2101, loss: 2.2101, grad_norm: 2.5667 2020-07-20 06:19:49,759 - mmaction - INFO - Epoch [191][1000/1253] lr: 4.657e-02, eta: 1 day, 3:28:17, time: 1.105, data_time: 0.012, memory: 9059, top1_acc: 0.5146, top5_acc: 0.7328, loss_cls: 2.1457, loss: 2.1457, grad_norm: 2.5774 2020-07-20 06:20:11,611 - mmaction - INFO - Epoch [191][1020/1253] lr: 4.657e-02, eta: 1 day, 3:27:52, time: 1.094, data_time: 0.009, memory: 9059, top1_acc: 0.4914, top5_acc: 0.7260, loss_cls: 2.2194, loss: 2.2194, grad_norm: 2.6140 2020-07-20 06:20:32,829 - mmaction - INFO - Epoch [191][1040/1253] lr: 4.657e-02, eta: 1 day, 3:27:26, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.5122, top5_acc: 0.7372, loss_cls: 2.1812, loss: 2.1812, grad_norm: 2.5820 2020-07-20 06:20:55,089 - mmaction - INFO - Epoch [191][1060/1253] lr: 4.657e-02, eta: 1 day, 3:27:01, time: 1.112, data_time: 0.016, memory: 9059, top1_acc: 0.4987, top5_acc: 0.7435, loss_cls: 2.1560, loss: 2.1560, grad_norm: 2.5156 2020-07-20 06:21:16,761 - mmaction - INFO - Epoch [191][1080/1253] lr: 4.657e-02, eta: 1 day, 3:26:36, time: 1.084, data_time: 0.012, memory: 9059, top1_acc: 0.5060, top5_acc: 0.7396, loss_cls: 2.1670, loss: 2.1670, grad_norm: 2.5148 2020-07-20 06:21:39,321 - mmaction - INFO - Epoch [191][1100/1253] lr: 4.657e-02, eta: 1 day, 3:26:11, time: 1.129, data_time: 0.008, memory: 9059, top1_acc: 0.5266, top5_acc: 0.7573, loss_cls: 2.0387, loss: 2.0387, grad_norm: 2.5171 2020-07-20 06:22:00,636 - mmaction - INFO - Epoch [191][1120/1253] lr: 4.657e-02, eta: 1 day, 3:25:45, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5164, top5_acc: 0.7448, loss_cls: 2.1183, loss: 2.1183, grad_norm: 2.5443 2020-07-20 06:22:22,178 - mmaction - INFO - Epoch [191][1140/1253] lr: 4.657e-02, eta: 1 day, 3:25:19, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.5083, top5_acc: 0.7435, loss_cls: 2.1424, loss: 2.1424, grad_norm: 2.5390 2020-07-20 06:22:43,511 - mmaction - INFO - Epoch [191][1160/1253] lr: 4.657e-02, eta: 1 day, 3:24:54, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.5167, top5_acc: 0.7448, loss_cls: 2.1364, loss: 2.1364, grad_norm: 2.5293 2020-07-20 06:23:05,111 - mmaction - INFO - Epoch [191][1180/1253] lr: 4.657e-02, eta: 1 day, 3:24:28, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.5138, top5_acc: 0.7565, loss_cls: 2.0854, loss: 2.0854, grad_norm: 2.5502 2020-07-20 06:23:26,280 - mmaction - INFO - Epoch [191][1200/1253] lr: 4.657e-02, eta: 1 day, 3:24:03, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.5141, top5_acc: 0.7435, loss_cls: 2.1225, loss: 2.1225, grad_norm: 2.5953 2020-07-20 06:23:47,634 - mmaction - INFO - Epoch [191][1220/1253] lr: 4.657e-02, eta: 1 day, 3:23:37, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.5242, top5_acc: 0.7484, loss_cls: 2.0901, loss: 2.0901, grad_norm: 2.5690 2020-07-20 06:24:09,241 - mmaction - INFO - Epoch [191][1240/1253] lr: 4.657e-02, eta: 1 day, 3:23:12, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.4969, top5_acc: 0.7495, loss_cls: 2.1308, loss: 2.1308, grad_norm: 2.5613 2020-07-20 06:27:33,256 - mmaction - INFO - Epoch [192][20/1253] lr: 4.524e-02, eta: 1 day, 3:23:41, time: 9.179, data_time: 7.706, memory: 9059, top1_acc: 0.5135, top5_acc: 0.7466, loss_cls: 2.1108, loss: 2.1108, grad_norm: 2.4879 2020-07-20 06:27:54,541 - mmaction - INFO - Epoch [192][40/1253] lr: 4.524e-02, eta: 1 day, 3:23:15, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5156, top5_acc: 0.7609, loss_cls: 2.0851, loss: 2.0851, grad_norm: 2.5464 2020-07-20 06:28:16,090 - mmaction - INFO - Epoch [192][60/1253] lr: 4.524e-02, eta: 1 day, 3:22:50, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.5242, top5_acc: 0.7591, loss_cls: 2.0612, loss: 2.0612, grad_norm: 2.5792 2020-07-20 06:28:38,080 - mmaction - INFO - Epoch [192][80/1253] lr: 4.524e-02, eta: 1 day, 3:22:24, time: 1.100, data_time: 0.002, memory: 9059, top1_acc: 0.5211, top5_acc: 0.7500, loss_cls: 2.0758, loss: 2.0758, grad_norm: 2.6040 2020-07-20 06:28:59,221 - mmaction - INFO - Epoch [192][100/1253] lr: 4.524e-02, eta: 1 day, 3:21:59, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.5214, top5_acc: 0.7531, loss_cls: 2.0682, loss: 2.0682, grad_norm: 2.5885 2020-07-20 06:29:20,594 - mmaction - INFO - Epoch [192][120/1253] lr: 4.524e-02, eta: 1 day, 3:21:33, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5102, top5_acc: 0.7513, loss_cls: 2.1112, loss: 2.1112, grad_norm: 2.5370 2020-07-20 06:29:42,260 - mmaction - INFO - Epoch [192][140/1253] lr: 4.524e-02, eta: 1 day, 3:21:08, time: 1.088, data_time: 0.006, memory: 9059, top1_acc: 0.5151, top5_acc: 0.7492, loss_cls: 2.1085, loss: 2.1085, grad_norm: 2.5848 2020-07-20 06:30:03,670 - mmaction - INFO - Epoch [192][160/1253] lr: 4.524e-02, eta: 1 day, 3:20:42, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.5169, top5_acc: 0.7443, loss_cls: 2.1258, loss: 2.1258, grad_norm: 2.5788 2020-07-20 06:30:25,826 - mmaction - INFO - Epoch [192][180/1253] lr: 4.524e-02, eta: 1 day, 3:20:17, time: 1.107, data_time: 0.001, memory: 9059, top1_acc: 0.5198, top5_acc: 0.7552, loss_cls: 2.0908, loss: 2.0908, grad_norm: 2.5751 2020-07-20 06:30:47,083 - mmaction - INFO - Epoch [192][200/1253] lr: 4.524e-02, eta: 1 day, 3:19:51, time: 1.062, data_time: 0.008, memory: 9059, top1_acc: 0.5206, top5_acc: 0.7464, loss_cls: 2.0763, loss: 2.0763, grad_norm: 2.5346 2020-07-20 06:31:08,837 - mmaction - INFO - Epoch [192][220/1253] lr: 4.524e-02, eta: 1 day, 3:19:26, time: 1.088, data_time: 0.002, memory: 9059, top1_acc: 0.5201, top5_acc: 0.7505, loss_cls: 2.1125, loss: 2.1125, grad_norm: 2.5516 2020-07-20 06:31:30,121 - mmaction - INFO - Epoch [192][240/1253] lr: 4.524e-02, eta: 1 day, 3:19:00, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5198, top5_acc: 0.7544, loss_cls: 2.0863, loss: 2.0863, grad_norm: 2.5790 2020-07-20 06:31:51,477 - mmaction - INFO - Epoch [192][260/1253] lr: 4.524e-02, eta: 1 day, 3:18:35, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5052, top5_acc: 0.7424, loss_cls: 2.1540, loss: 2.1540, grad_norm: 2.5978 2020-07-20 06:32:13,006 - mmaction - INFO - Epoch [192][280/1253] lr: 4.524e-02, eta: 1 day, 3:18:09, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.5318, top5_acc: 0.7560, loss_cls: 2.0528, loss: 2.0528, grad_norm: 2.5131 2020-07-20 06:32:34,343 - mmaction - INFO - Epoch [192][300/1253] lr: 4.524e-02, eta: 1 day, 3:17:43, time: 1.070, data_time: 0.005, memory: 9059, top1_acc: 0.5229, top5_acc: 0.7508, loss_cls: 2.0810, loss: 2.0810, grad_norm: 2.5664 2020-07-20 06:32:55,600 - mmaction - INFO - Epoch [192][320/1253] lr: 4.524e-02, eta: 1 day, 3:17:18, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5125, top5_acc: 0.7383, loss_cls: 2.1545, loss: 2.1545, grad_norm: 2.5867 2020-07-20 06:33:16,834 - mmaction - INFO - Epoch [192][340/1253] lr: 4.524e-02, eta: 1 day, 3:16:52, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5193, top5_acc: 0.7396, loss_cls: 2.1232, loss: 2.1232, grad_norm: 2.5893 2020-07-20 06:33:38,377 - mmaction - INFO - Epoch [192][360/1253] lr: 4.524e-02, eta: 1 day, 3:16:27, time: 1.077, data_time: 0.001, memory: 9059, top1_acc: 0.5094, top5_acc: 0.7435, loss_cls: 2.1371, loss: 2.1371, grad_norm: 2.5739 2020-07-20 06:33:59,884 - mmaction - INFO - Epoch [192][380/1253] lr: 4.524e-02, eta: 1 day, 3:16:01, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.5117, top5_acc: 0.7451, loss_cls: 2.1130, loss: 2.1130, grad_norm: 2.5394 2020-07-20 06:34:21,156 - mmaction - INFO - Epoch [192][400/1253] lr: 4.524e-02, eta: 1 day, 3:15:36, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5091, top5_acc: 0.7396, loss_cls: 2.1429, loss: 2.1429, grad_norm: 2.6133 2020-07-20 06:34:42,412 - mmaction - INFO - Epoch [192][420/1253] lr: 4.524e-02, eta: 1 day, 3:15:10, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.5029, top5_acc: 0.7336, loss_cls: 2.1604, loss: 2.1604, grad_norm: 2.6167 2020-07-20 06:35:03,534 - mmaction - INFO - Epoch [192][440/1253] lr: 4.524e-02, eta: 1 day, 3:14:44, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.5263, top5_acc: 0.7586, loss_cls: 2.0446, loss: 2.0446, grad_norm: 2.5422 2020-07-20 06:35:24,864 - mmaction - INFO - Epoch [192][460/1253] lr: 4.524e-02, eta: 1 day, 3:14:19, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.5336, top5_acc: 0.7518, loss_cls: 2.0641, loss: 2.0641, grad_norm: 2.5430 2020-07-20 06:35:46,370 - mmaction - INFO - Epoch [192][480/1253] lr: 4.524e-02, eta: 1 day, 3:13:53, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.5148, top5_acc: 0.7372, loss_cls: 2.1144, loss: 2.1144, grad_norm: 2.5188 2020-07-20 06:36:07,826 - mmaction - INFO - Epoch [192][500/1253] lr: 4.524e-02, eta: 1 day, 3:13:28, time: 1.073, data_time: 0.003, memory: 9059, top1_acc: 0.5120, top5_acc: 0.7432, loss_cls: 2.1236, loss: 2.1236, grad_norm: 2.6130 2020-07-20 06:36:29,093 - mmaction - INFO - Epoch [192][520/1253] lr: 4.524e-02, eta: 1 day, 3:13:02, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.5214, top5_acc: 0.7503, loss_cls: 2.0951, loss: 2.0951, grad_norm: 2.5474 2020-07-20 06:36:50,580 - mmaction - INFO - Epoch [192][540/1253] lr: 4.524e-02, eta: 1 day, 3:12:36, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.5135, top5_acc: 0.7464, loss_cls: 2.1145, loss: 2.1145, grad_norm: 2.5193 2020-07-20 06:37:11,908 - mmaction - INFO - Epoch [192][560/1253] lr: 4.524e-02, eta: 1 day, 3:12:11, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.5109, top5_acc: 0.7315, loss_cls: 2.1669, loss: 2.1669, grad_norm: 2.5851 2020-07-20 06:37:33,105 - mmaction - INFO - Epoch [192][580/1253] lr: 4.524e-02, eta: 1 day, 3:11:45, time: 1.060, data_time: 0.003, memory: 9059, top1_acc: 0.5073, top5_acc: 0.7406, loss_cls: 2.1311, loss: 2.1311, grad_norm: 2.6582 2020-07-20 06:37:54,896 - mmaction - INFO - Epoch [192][600/1253] lr: 4.524e-02, eta: 1 day, 3:11:20, time: 1.090, data_time: 0.003, memory: 9059, top1_acc: 0.5023, top5_acc: 0.7372, loss_cls: 2.1689, loss: 2.1689, grad_norm: 2.5678 2020-07-20 06:38:16,249 - mmaction - INFO - Epoch [192][620/1253] lr: 4.524e-02, eta: 1 day, 3:10:54, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5057, top5_acc: 0.7458, loss_cls: 2.1218, loss: 2.1218, grad_norm: 2.5760 2020-07-20 06:38:38,204 - mmaction - INFO - Epoch [192][640/1253] lr: 4.524e-02, eta: 1 day, 3:10:29, time: 1.098, data_time: 0.002, memory: 9059, top1_acc: 0.5214, top5_acc: 0.7474, loss_cls: 2.1104, loss: 2.1104, grad_norm: 2.5679 2020-07-20 06:38:59,376 - mmaction - INFO - Epoch [192][660/1253] lr: 4.524e-02, eta: 1 day, 3:10:03, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.5174, top5_acc: 0.7424, loss_cls: 2.1191, loss: 2.1191, grad_norm: 2.6117 2020-07-20 06:39:20,799 - mmaction - INFO - Epoch [192][680/1253] lr: 4.524e-02, eta: 1 day, 3:09:38, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.5135, top5_acc: 0.7474, loss_cls: 2.1188, loss: 2.1188, grad_norm: 2.6244 2020-07-20 06:39:42,629 - mmaction - INFO - Epoch [192][700/1253] lr: 4.524e-02, eta: 1 day, 3:09:12, time: 1.091, data_time: 0.018, memory: 9059, top1_acc: 0.5003, top5_acc: 0.7289, loss_cls: 2.1677, loss: 2.1677, grad_norm: 2.5826 2020-07-20 06:40:04,156 - mmaction - INFO - Epoch [192][720/1253] lr: 4.524e-02, eta: 1 day, 3:08:47, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.5089, top5_acc: 0.7357, loss_cls: 2.1793, loss: 2.1793, grad_norm: 2.5452 2020-07-20 06:40:25,558 - mmaction - INFO - Epoch [192][740/1253] lr: 4.524e-02, eta: 1 day, 3:08:21, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.5021, top5_acc: 0.7318, loss_cls: 2.1713, loss: 2.1713, grad_norm: 2.6094 2020-07-20 06:40:46,935 - mmaction - INFO - Epoch [192][760/1253] lr: 4.524e-02, eta: 1 day, 3:07:56, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5141, top5_acc: 0.7495, loss_cls: 2.1027, loss: 2.1027, grad_norm: 2.5400 2020-07-20 06:41:08,033 - mmaction - INFO - Epoch [192][780/1253] lr: 4.524e-02, eta: 1 day, 3:07:30, time: 1.056, data_time: 0.003, memory: 9059, top1_acc: 0.5078, top5_acc: 0.7438, loss_cls: 2.1534, loss: 2.1534, grad_norm: 2.6387 2020-07-20 06:41:29,374 - mmaction - INFO - Epoch [192][800/1253] lr: 4.524e-02, eta: 1 day, 3:07:05, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.5151, top5_acc: 0.7424, loss_cls: 2.1198, loss: 2.1198, grad_norm: 2.5537 2020-07-20 06:41:50,802 - mmaction - INFO - Epoch [192][820/1253] lr: 4.524e-02, eta: 1 day, 3:06:39, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.5128, top5_acc: 0.7391, loss_cls: 2.1300, loss: 2.1300, grad_norm: 2.6130 2020-07-20 06:42:12,751 - mmaction - INFO - Epoch [192][840/1253] lr: 4.524e-02, eta: 1 day, 3:06:14, time: 1.097, data_time: 0.016, memory: 9059, top1_acc: 0.5161, top5_acc: 0.7490, loss_cls: 2.1129, loss: 2.1129, grad_norm: 2.5605 2020-07-20 06:42:34,080 - mmaction - INFO - Epoch [192][860/1253] lr: 4.524e-02, eta: 1 day, 3:05:48, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.5143, top5_acc: 0.7411, loss_cls: 2.1652, loss: 2.1652, grad_norm: 2.5816 2020-07-20 06:42:55,187 - mmaction - INFO - Epoch [192][880/1253] lr: 4.524e-02, eta: 1 day, 3:05:23, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.5159, top5_acc: 0.7482, loss_cls: 2.1236, loss: 2.1236, grad_norm: 2.5791 2020-07-20 06:43:16,434 - mmaction - INFO - Epoch [192][900/1253] lr: 4.524e-02, eta: 1 day, 3:04:57, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.5141, top5_acc: 0.7424, loss_cls: 2.1084, loss: 2.1084, grad_norm: 2.5669 2020-07-20 06:43:37,837 - mmaction - INFO - Epoch [192][920/1253] lr: 4.524e-02, eta: 1 day, 3:04:31, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.5174, top5_acc: 0.7359, loss_cls: 2.1492, loss: 2.1492, grad_norm: 2.5637 2020-07-20 06:43:59,110 - mmaction - INFO - Epoch [192][940/1253] lr: 4.524e-02, eta: 1 day, 3:04:06, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5096, top5_acc: 0.7393, loss_cls: 2.1212, loss: 2.1212, grad_norm: 2.5770 2020-07-20 06:44:20,625 - mmaction - INFO - Epoch [192][960/1253] lr: 4.524e-02, eta: 1 day, 3:03:40, time: 1.077, data_time: 0.003, memory: 9059, top1_acc: 0.5109, top5_acc: 0.7440, loss_cls: 2.1411, loss: 2.1411, grad_norm: 2.5764 2020-07-20 06:44:41,857 - mmaction - INFO - Epoch [192][980/1253] lr: 4.524e-02, eta: 1 day, 3:03:15, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.4924, top5_acc: 0.7276, loss_cls: 2.2035, loss: 2.2035, grad_norm: 2.5692 2020-07-20 06:45:03,094 - mmaction - INFO - Epoch [192][1000/1253] lr: 4.524e-02, eta: 1 day, 3:02:49, time: 1.061, data_time: 0.001, memory: 9059, top1_acc: 0.5224, top5_acc: 0.7477, loss_cls: 2.1183, loss: 2.1183, grad_norm: 2.5505 2020-07-20 06:45:24,345 - mmaction - INFO - Epoch [192][1020/1253] lr: 4.524e-02, eta: 1 day, 3:02:23, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.5154, top5_acc: 0.7424, loss_cls: 2.1398, loss: 2.1398, grad_norm: 2.6364 2020-07-20 06:45:45,548 - mmaction - INFO - Epoch [192][1040/1253] lr: 4.524e-02, eta: 1 day, 3:01:58, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.5138, top5_acc: 0.7406, loss_cls: 2.1535, loss: 2.1535, grad_norm: 2.5989 2020-07-20 06:46:07,352 - mmaction - INFO - Epoch [192][1060/1253] lr: 4.524e-02, eta: 1 day, 3:01:32, time: 1.090, data_time: 0.002, memory: 9059, top1_acc: 0.5224, top5_acc: 0.7487, loss_cls: 2.1105, loss: 2.1105, grad_norm: 2.5994 2020-07-20 06:46:28,500 - mmaction - INFO - Epoch [192][1080/1253] lr: 4.524e-02, eta: 1 day, 3:01:07, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.5250, top5_acc: 0.7523, loss_cls: 2.0784, loss: 2.0784, grad_norm: 2.5378 2020-07-20 06:46:50,500 - mmaction - INFO - Epoch [192][1100/1253] lr: 4.524e-02, eta: 1 day, 3:00:42, time: 1.102, data_time: 0.014, memory: 9059, top1_acc: 0.5193, top5_acc: 0.7510, loss_cls: 2.1190, loss: 2.1190, grad_norm: 2.6241 2020-07-20 06:47:11,705 - mmaction - INFO - Epoch [192][1120/1253] lr: 4.524e-02, eta: 1 day, 3:00:16, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.5026, top5_acc: 0.7385, loss_cls: 2.1585, loss: 2.1585, grad_norm: 2.6187 2020-07-20 06:47:32,856 - mmaction - INFO - Epoch [192][1140/1253] lr: 4.524e-02, eta: 1 day, 2:59:50, time: 1.057, data_time: 0.001, memory: 9059, top1_acc: 0.4956, top5_acc: 0.7354, loss_cls: 2.1833, loss: 2.1833, grad_norm: 2.6608 2020-07-20 06:47:54,198 - mmaction - INFO - Epoch [192][1160/1253] lr: 4.524e-02, eta: 1 day, 2:59:25, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5198, top5_acc: 0.7552, loss_cls: 2.0565, loss: 2.0565, grad_norm: 2.5832 2020-07-20 06:48:15,329 - mmaction - INFO - Epoch [192][1180/1253] lr: 4.524e-02, eta: 1 day, 2:58:59, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.5120, top5_acc: 0.7432, loss_cls: 2.1515, loss: 2.1515, grad_norm: 2.6137 2020-07-20 06:48:36,792 - mmaction - INFO - Epoch [192][1200/1253] lr: 4.524e-02, eta: 1 day, 2:58:34, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.5021, top5_acc: 0.7378, loss_cls: 2.1908, loss: 2.1908, grad_norm: 2.5247 2020-07-20 06:48:58,268 - mmaction - INFO - Epoch [192][1220/1253] lr: 4.524e-02, eta: 1 day, 2:58:08, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.5182, top5_acc: 0.7417, loss_cls: 2.1515, loss: 2.1515, grad_norm: 2.5782 2020-07-20 06:49:19,888 - mmaction - INFO - Epoch [192][1240/1253] lr: 4.524e-02, eta: 1 day, 2:57:43, time: 1.080, data_time: 0.020, memory: 9059, top1_acc: 0.5115, top5_acc: 0.7451, loss_cls: 2.1431, loss: 2.1431, grad_norm: 2.5856 2020-07-20 06:49:38,730 - mmaction - INFO - Saving checkpoint at 192 epochs 2020-07-20 06:52:50,056 - mmaction - INFO - Epoch [193][20/1253] lr: 4.393e-02, eta: 1 day, 2:58:13, time: 9.504, data_time: 8.239, memory: 9059, top1_acc: 0.5245, top5_acc: 0.7536, loss_cls: 2.0596, loss: 2.0596, grad_norm: 2.5840 2020-07-20 06:53:11,214 - mmaction - INFO - Epoch [193][40/1253] lr: 4.393e-02, eta: 1 day, 2:57:48, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.5193, top5_acc: 0.7565, loss_cls: 2.0615, loss: 2.0615, grad_norm: 2.5930 2020-07-20 06:53:32,882 - mmaction - INFO - Epoch [193][60/1253] lr: 4.393e-02, eta: 1 day, 2:57:22, time: 1.084, data_time: 0.003, memory: 9059, top1_acc: 0.5148, top5_acc: 0.7505, loss_cls: 2.0979, loss: 2.0979, grad_norm: 2.5948 2020-07-20 06:53:54,135 - mmaction - INFO - Epoch [193][80/1253] lr: 4.393e-02, eta: 1 day, 2:56:57, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5161, top5_acc: 0.7547, loss_cls: 2.1022, loss: 2.1022, grad_norm: 2.6730 2020-07-20 06:54:15,672 - mmaction - INFO - Epoch [193][100/1253] lr: 4.393e-02, eta: 1 day, 2:56:31, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.5299, top5_acc: 0.7630, loss_cls: 2.0267, loss: 2.0267, grad_norm: 2.5717 2020-07-20 06:54:37,454 - mmaction - INFO - Epoch [193][120/1253] lr: 4.393e-02, eta: 1 day, 2:56:06, time: 1.089, data_time: 0.002, memory: 9059, top1_acc: 0.5302, top5_acc: 0.7534, loss_cls: 2.0769, loss: 2.0769, grad_norm: 2.5992 2020-07-20 06:54:58,678 - mmaction - INFO - Epoch [193][140/1253] lr: 4.393e-02, eta: 1 day, 2:55:40, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5211, top5_acc: 0.7469, loss_cls: 2.0995, loss: 2.0995, grad_norm: 2.5920 2020-07-20 06:55:19,983 - mmaction - INFO - Epoch [193][160/1253] lr: 4.393e-02, eta: 1 day, 2:55:15, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5193, top5_acc: 0.7516, loss_cls: 2.1088, loss: 2.1088, grad_norm: 2.5734 2020-07-20 06:55:41,225 - mmaction - INFO - Epoch [193][180/1253] lr: 4.393e-02, eta: 1 day, 2:54:49, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5021, top5_acc: 0.7354, loss_cls: 2.1555, loss: 2.1555, grad_norm: 2.5763 2020-07-20 06:56:02,568 - mmaction - INFO - Epoch [193][200/1253] lr: 4.393e-02, eta: 1 day, 2:54:23, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5081, top5_acc: 0.7435, loss_cls: 2.1090, loss: 2.1090, grad_norm: 2.6601 2020-07-20 06:56:23,965 - mmaction - INFO - Epoch [193][220/1253] lr: 4.393e-02, eta: 1 day, 2:53:58, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.5133, top5_acc: 0.7456, loss_cls: 2.1075, loss: 2.1075, grad_norm: 2.5988 2020-07-20 06:56:45,725 - mmaction - INFO - Epoch [193][240/1253] lr: 4.393e-02, eta: 1 day, 2:53:33, time: 1.088, data_time: 0.002, memory: 9059, top1_acc: 0.5211, top5_acc: 0.7539, loss_cls: 2.1048, loss: 2.1048, grad_norm: 2.5691 2020-07-20 06:57:07,412 - mmaction - INFO - Epoch [193][260/1253] lr: 4.393e-02, eta: 1 day, 2:53:07, time: 1.085, data_time: 0.002, memory: 9059, top1_acc: 0.5143, top5_acc: 0.7529, loss_cls: 2.0947, loss: 2.0947, grad_norm: 2.5905 2020-07-20 06:57:28,670 - mmaction - INFO - Epoch [193][280/1253] lr: 4.393e-02, eta: 1 day, 2:52:42, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5146, top5_acc: 0.7477, loss_cls: 2.0910, loss: 2.0910, grad_norm: 2.5692 2020-07-20 06:57:49,906 - mmaction - INFO - Epoch [193][300/1253] lr: 4.393e-02, eta: 1 day, 2:52:16, time: 1.061, data_time: 0.001, memory: 9059, top1_acc: 0.5143, top5_acc: 0.7466, loss_cls: 2.0968, loss: 2.0968, grad_norm: 2.5852 2020-07-20 06:58:11,249 - mmaction - INFO - Epoch [193][320/1253] lr: 4.393e-02, eta: 1 day, 2:51:50, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5073, top5_acc: 0.7458, loss_cls: 2.1087, loss: 2.1087, grad_norm: 2.5869 2020-07-20 06:58:32,475 - mmaction - INFO - Epoch [193][340/1253] lr: 4.393e-02, eta: 1 day, 2:51:25, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5182, top5_acc: 0.7557, loss_cls: 2.0836, loss: 2.0836, grad_norm: 2.5756 2020-07-20 06:58:53,844 - mmaction - INFO - Epoch [193][360/1253] lr: 4.393e-02, eta: 1 day, 2:50:59, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5182, top5_acc: 0.7490, loss_cls: 2.1118, loss: 2.1118, grad_norm: 2.6308 2020-07-20 06:59:15,122 - mmaction - INFO - Epoch [193][380/1253] lr: 4.393e-02, eta: 1 day, 2:50:34, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.5135, top5_acc: 0.7518, loss_cls: 2.1104, loss: 2.1104, grad_norm: 2.6311 2020-07-20 06:59:36,621 - mmaction - INFO - Epoch [193][400/1253] lr: 4.393e-02, eta: 1 day, 2:50:08, time: 1.074, data_time: 0.001, memory: 9059, top1_acc: 0.5206, top5_acc: 0.7383, loss_cls: 2.1640, loss: 2.1640, grad_norm: 2.6340 2020-07-20 06:59:57,963 - mmaction - INFO - Epoch [193][420/1253] lr: 4.393e-02, eta: 1 day, 2:49:43, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5214, top5_acc: 0.7380, loss_cls: 2.1537, loss: 2.1537, grad_norm: 2.5931 2020-07-20 07:00:26,883 - mmaction - INFO - Epoch [193][440/1253] lr: 4.393e-02, eta: 1 day, 2:49:20, time: 1.437, data_time: 0.002, memory: 9059, top1_acc: 0.5161, top5_acc: 0.7464, loss_cls: 2.1070, loss: 2.1070, grad_norm: 2.5405 2020-07-20 07:00:48,330 - mmaction - INFO - Epoch [193][460/1253] lr: 4.393e-02, eta: 1 day, 2:48:55, time: 1.082, data_time: 0.016, memory: 9059, top1_acc: 0.4956, top5_acc: 0.7289, loss_cls: 2.1648, loss: 2.1648, grad_norm: 2.6255 2020-07-20 07:01:10,409 - mmaction - INFO - Epoch [193][480/1253] lr: 4.393e-02, eta: 1 day, 2:48:30, time: 1.104, data_time: 0.002, memory: 9059, top1_acc: 0.5242, top5_acc: 0.7604, loss_cls: 2.0397, loss: 2.0397, grad_norm: 2.5578 2020-07-20 07:01:32,108 - mmaction - INFO - Epoch [193][500/1253] lr: 4.393e-02, eta: 1 day, 2:48:04, time: 1.085, data_time: 0.002, memory: 9059, top1_acc: 0.5294, top5_acc: 0.7419, loss_cls: 2.0932, loss: 2.0932, grad_norm: 2.6062 2020-07-20 07:01:53,420 - mmaction - INFO - Epoch [193][520/1253] lr: 4.393e-02, eta: 1 day, 2:47:39, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.5232, top5_acc: 0.7497, loss_cls: 2.0674, loss: 2.0674, grad_norm: 2.5750 2020-07-20 07:02:15,080 - mmaction - INFO - Epoch [193][540/1253] lr: 4.393e-02, eta: 1 day, 2:47:13, time: 1.083, data_time: 0.002, memory: 9059, top1_acc: 0.5083, top5_acc: 0.7466, loss_cls: 2.1194, loss: 2.1194, grad_norm: 2.5814 2020-07-20 07:02:36,555 - mmaction - INFO - Epoch [193][560/1253] lr: 4.393e-02, eta: 1 day, 2:46:48, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.5143, top5_acc: 0.7409, loss_cls: 2.1256, loss: 2.1256, grad_norm: 2.5335 2020-07-20 07:02:57,764 - mmaction - INFO - Epoch [193][580/1253] lr: 4.393e-02, eta: 1 day, 2:46:22, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5276, top5_acc: 0.7539, loss_cls: 2.0684, loss: 2.0684, grad_norm: 2.5697 2020-07-20 07:03:19,505 - mmaction - INFO - Epoch [193][600/1253] lr: 4.393e-02, eta: 1 day, 2:45:57, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.5076, top5_acc: 0.7419, loss_cls: 2.1593, loss: 2.1593, grad_norm: 2.5883 2020-07-20 07:03:40,802 - mmaction - INFO - Epoch [193][620/1253] lr: 4.393e-02, eta: 1 day, 2:45:31, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.5120, top5_acc: 0.7513, loss_cls: 2.1083, loss: 2.1083, grad_norm: 2.5783 2020-07-20 07:04:01,958 - mmaction - INFO - Epoch [193][640/1253] lr: 4.393e-02, eta: 1 day, 2:45:06, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.5130, top5_acc: 0.7484, loss_cls: 2.1174, loss: 2.1174, grad_norm: 2.6351 2020-07-20 07:04:23,469 - mmaction - INFO - Epoch [193][660/1253] lr: 4.393e-02, eta: 1 day, 2:44:40, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.5232, top5_acc: 0.7516, loss_cls: 2.0972, loss: 2.0972, grad_norm: 2.5774 2020-07-20 07:04:45,338 - mmaction - INFO - Epoch [193][680/1253] lr: 4.393e-02, eta: 1 day, 2:44:15, time: 1.094, data_time: 0.002, memory: 9059, top1_acc: 0.5052, top5_acc: 0.7448, loss_cls: 2.1089, loss: 2.1089, grad_norm: 2.6072 2020-07-20 07:05:06,674 - mmaction - INFO - Epoch [193][700/1253] lr: 4.393e-02, eta: 1 day, 2:43:49, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5081, top5_acc: 0.7388, loss_cls: 2.1509, loss: 2.1509, grad_norm: 2.5757 2020-07-20 07:05:28,498 - mmaction - INFO - Epoch [193][720/1253] lr: 4.393e-02, eta: 1 day, 2:43:24, time: 1.096, data_time: 0.007, memory: 9059, top1_acc: 0.5130, top5_acc: 0.7466, loss_cls: 2.1563, loss: 2.1563, grad_norm: 2.6206 2020-07-20 07:05:49,967 - mmaction - INFO - Epoch [193][740/1253] lr: 4.393e-02, eta: 1 day, 2:42:59, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.5201, top5_acc: 0.7523, loss_cls: 2.0912, loss: 2.0912, grad_norm: 2.6032 2020-07-20 07:06:11,109 - mmaction - INFO - Epoch [193][760/1253] lr: 4.393e-02, eta: 1 day, 2:42:33, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.5302, top5_acc: 0.7570, loss_cls: 2.0443, loss: 2.0443, grad_norm: 2.6192 2020-07-20 07:06:32,350 - mmaction - INFO - Epoch [193][780/1253] lr: 4.393e-02, eta: 1 day, 2:42:07, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5201, top5_acc: 0.7430, loss_cls: 2.1196, loss: 2.1196, grad_norm: 2.6674 2020-07-20 07:06:54,125 - mmaction - INFO - Epoch [193][800/1253] lr: 4.393e-02, eta: 1 day, 2:41:42, time: 1.089, data_time: 0.002, memory: 9059, top1_acc: 0.5167, top5_acc: 0.7471, loss_cls: 2.1284, loss: 2.1284, grad_norm: 2.6113 2020-07-20 07:07:16,677 - mmaction - INFO - Epoch [193][820/1253] lr: 4.393e-02, eta: 1 day, 2:41:17, time: 1.127, data_time: 0.002, memory: 9059, top1_acc: 0.5078, top5_acc: 0.7372, loss_cls: 2.1710, loss: 2.1710, grad_norm: 2.6480 2020-07-20 07:07:37,809 - mmaction - INFO - Epoch [193][840/1253] lr: 4.393e-02, eta: 1 day, 2:40:52, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.5130, top5_acc: 0.7398, loss_cls: 2.1651, loss: 2.1651, grad_norm: 2.6603 2020-07-20 07:07:59,500 - mmaction - INFO - Epoch [193][860/1253] lr: 4.393e-02, eta: 1 day, 2:40:26, time: 1.084, data_time: 0.001, memory: 9059, top1_acc: 0.5266, top5_acc: 0.7536, loss_cls: 2.0444, loss: 2.0444, grad_norm: 2.5823 2020-07-20 07:08:20,967 - mmaction - INFO - Epoch [193][880/1253] lr: 4.393e-02, eta: 1 day, 2:40:01, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.5104, top5_acc: 0.7438, loss_cls: 2.1301, loss: 2.1301, grad_norm: 2.6307 2020-07-20 07:08:43,131 - mmaction - INFO - Epoch [193][900/1253] lr: 4.393e-02, eta: 1 day, 2:39:35, time: 1.108, data_time: 0.008, memory: 9059, top1_acc: 0.5010, top5_acc: 0.7365, loss_cls: 2.1510, loss: 2.1510, grad_norm: 2.6130 2020-07-20 07:09:04,458 - mmaction - INFO - Epoch [193][920/1253] lr: 4.393e-02, eta: 1 day, 2:39:10, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.5193, top5_acc: 0.7526, loss_cls: 2.0959, loss: 2.0959, grad_norm: 2.6318 2020-07-20 07:09:25,720 - mmaction - INFO - Epoch [193][940/1253] lr: 4.393e-02, eta: 1 day, 2:38:44, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.4987, top5_acc: 0.7380, loss_cls: 2.1633, loss: 2.1633, grad_norm: 2.6039 2020-07-20 07:09:48,064 - mmaction - INFO - Epoch [193][960/1253] lr: 4.393e-02, eta: 1 day, 2:38:19, time: 1.117, data_time: 0.022, memory: 9059, top1_acc: 0.5107, top5_acc: 0.7391, loss_cls: 2.1442, loss: 2.1442, grad_norm: 2.6380 2020-07-20 07:10:09,397 - mmaction - INFO - Epoch [193][980/1253] lr: 4.393e-02, eta: 1 day, 2:37:54, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5284, top5_acc: 0.7615, loss_cls: 2.0562, loss: 2.0562, grad_norm: 2.5367 2020-07-20 07:10:30,769 - mmaction - INFO - Epoch [193][1000/1253] lr: 4.393e-02, eta: 1 day, 2:37:28, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.5073, top5_acc: 0.7398, loss_cls: 2.1531, loss: 2.1531, grad_norm: 2.6254 2020-07-20 07:10:52,844 - mmaction - INFO - Epoch [193][1020/1253] lr: 4.393e-02, eta: 1 day, 2:37:03, time: 1.104, data_time: 0.015, memory: 9059, top1_acc: 0.5099, top5_acc: 0.7396, loss_cls: 2.1490, loss: 2.1490, grad_norm: 2.5990 2020-07-20 07:11:14,395 - mmaction - INFO - Epoch [193][1040/1253] lr: 4.393e-02, eta: 1 day, 2:36:38, time: 1.076, data_time: 0.001, memory: 9059, top1_acc: 0.5185, top5_acc: 0.7461, loss_cls: 2.1166, loss: 2.1166, grad_norm: 2.6325 2020-07-20 07:11:36,374 - mmaction - INFO - Epoch [193][1060/1253] lr: 4.393e-02, eta: 1 day, 2:36:12, time: 1.098, data_time: 0.002, memory: 9059, top1_acc: 0.5190, top5_acc: 0.7440, loss_cls: 2.0995, loss: 2.0995, grad_norm: 2.6361 2020-07-20 07:11:58,151 - mmaction - INFO - Epoch [193][1080/1253] lr: 4.393e-02, eta: 1 day, 2:35:47, time: 1.090, data_time: 0.003, memory: 9059, top1_acc: 0.5266, top5_acc: 0.7503, loss_cls: 2.1088, loss: 2.1088, grad_norm: 2.6589 2020-07-20 07:12:19,409 - mmaction - INFO - Epoch [193][1100/1253] lr: 4.393e-02, eta: 1 day, 2:35:22, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5112, top5_acc: 0.7404, loss_cls: 2.1407, loss: 2.1407, grad_norm: 2.6253 2020-07-20 07:12:41,514 - mmaction - INFO - Epoch [193][1120/1253] lr: 4.393e-02, eta: 1 day, 2:34:56, time: 1.105, data_time: 0.002, memory: 9059, top1_acc: 0.5125, top5_acc: 0.7492, loss_cls: 2.1259, loss: 2.1259, grad_norm: 2.5786 2020-07-20 07:13:02,933 - mmaction - INFO - Epoch [193][1140/1253] lr: 4.393e-02, eta: 1 day, 2:34:31, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.4922, top5_acc: 0.7294, loss_cls: 2.2134, loss: 2.2134, grad_norm: 2.6344 2020-07-20 07:13:24,969 - mmaction - INFO - Epoch [193][1160/1253] lr: 4.393e-02, eta: 1 day, 2:34:06, time: 1.107, data_time: 0.006, memory: 9059, top1_acc: 0.5190, top5_acc: 0.7482, loss_cls: 2.0917, loss: 2.0917, grad_norm: 2.5565 2020-07-20 07:13:46,214 - mmaction - INFO - Epoch [193][1180/1253] lr: 4.393e-02, eta: 1 day, 2:33:40, time: 1.061, data_time: 0.001, memory: 9059, top1_acc: 0.5148, top5_acc: 0.7404, loss_cls: 2.1338, loss: 2.1338, grad_norm: 2.5998 2020-07-20 07:14:07,631 - mmaction - INFO - Epoch [193][1200/1253] lr: 4.393e-02, eta: 1 day, 2:33:15, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.5044, top5_acc: 0.7367, loss_cls: 2.1812, loss: 2.1812, grad_norm: 2.6460 2020-07-20 07:14:29,356 - mmaction - INFO - Epoch [193][1220/1253] lr: 4.393e-02, eta: 1 day, 2:32:49, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.5221, top5_acc: 0.7430, loss_cls: 2.1239, loss: 2.1239, grad_norm: 2.5841 2020-07-20 07:14:50,511 - mmaction - INFO - Epoch [193][1240/1253] lr: 4.393e-02, eta: 1 day, 2:32:24, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.5107, top5_acc: 0.7474, loss_cls: 2.1007, loss: 2.1007, grad_norm: 2.6135 2020-07-20 07:20:43,375 - mmaction - INFO - Epoch [194][20/1253] lr: 4.264e-02, eta: 1 day, 2:33:58, time: 16.616, data_time: 15.217, memory: 9059, top1_acc: 0.5279, top5_acc: 0.7555, loss_cls: 2.0504, loss: 2.0504, grad_norm: 2.5615 2020-07-20 07:21:05,171 - mmaction - INFO - Epoch [194][40/1253] lr: 4.264e-02, eta: 1 day, 2:33:33, time: 1.091, data_time: 0.018, memory: 9059, top1_acc: 0.5307, top5_acc: 0.7641, loss_cls: 2.0165, loss: 2.0165, grad_norm: 2.6434 2020-07-20 07:21:27,057 - mmaction - INFO - Epoch [194][60/1253] lr: 4.264e-02, eta: 1 day, 2:33:07, time: 1.094, data_time: 0.011, memory: 9059, top1_acc: 0.5146, top5_acc: 0.7443, loss_cls: 2.1217, loss: 2.1217, grad_norm: 2.6259 2020-07-20 07:21:48,153 - mmaction - INFO - Epoch [194][80/1253] lr: 4.264e-02, eta: 1 day, 2:32:42, time: 1.055, data_time: 0.002, memory: 9059, top1_acc: 0.5276, top5_acc: 0.7542, loss_cls: 2.0576, loss: 2.0576, grad_norm: 2.5819 2020-07-20 07:22:09,283 - mmaction - INFO - Epoch [194][100/1253] lr: 4.264e-02, eta: 1 day, 2:32:16, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.5203, top5_acc: 0.7547, loss_cls: 2.0721, loss: 2.0721, grad_norm: 2.5991 2020-07-20 07:22:31,263 - mmaction - INFO - Epoch [194][120/1253] lr: 4.264e-02, eta: 1 day, 2:31:51, time: 1.100, data_time: 0.002, memory: 9059, top1_acc: 0.5138, top5_acc: 0.7398, loss_cls: 2.1178, loss: 2.1178, grad_norm: 2.5877 2020-07-20 07:22:52,584 - mmaction - INFO - Epoch [194][140/1253] lr: 4.264e-02, eta: 1 day, 2:31:25, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5284, top5_acc: 0.7492, loss_cls: 2.0588, loss: 2.0588, grad_norm: 2.5670 2020-07-20 07:23:13,922 - mmaction - INFO - Epoch [194][160/1253] lr: 4.264e-02, eta: 1 day, 2:31:00, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.5063, top5_acc: 0.7477, loss_cls: 2.1058, loss: 2.1058, grad_norm: 2.6711 2020-07-20 07:23:35,949 - mmaction - INFO - Epoch [194][180/1253] lr: 4.264e-02, eta: 1 day, 2:30:34, time: 1.099, data_time: 0.002, memory: 9059, top1_acc: 0.5036, top5_acc: 0.7378, loss_cls: 2.1571, loss: 2.1571, grad_norm: 2.5854 2020-07-20 07:23:57,730 - mmaction - INFO - Epoch [194][200/1253] lr: 4.264e-02, eta: 1 day, 2:30:09, time: 1.091, data_time: 0.004, memory: 9059, top1_acc: 0.5180, top5_acc: 0.7531, loss_cls: 2.0753, loss: 2.0753, grad_norm: 2.6596 2020-07-20 07:24:18,865 - mmaction - INFO - Epoch [194][220/1253] lr: 4.264e-02, eta: 1 day, 2:29:43, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.5216, top5_acc: 0.7414, loss_cls: 2.0970, loss: 2.0970, grad_norm: 2.6399 2020-07-20 07:24:40,318 - mmaction - INFO - Epoch [194][240/1253] lr: 4.264e-02, eta: 1 day, 2:29:18, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.5169, top5_acc: 0.7422, loss_cls: 2.1236, loss: 2.1236, grad_norm: 2.5840 2020-07-20 07:25:01,716 - mmaction - INFO - Epoch [194][260/1253] lr: 4.264e-02, eta: 1 day, 2:28:52, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.5268, top5_acc: 0.7508, loss_cls: 2.0582, loss: 2.0582, grad_norm: 2.6028 2020-07-20 07:25:22,850 - mmaction - INFO - Epoch [194][280/1253] lr: 4.264e-02, eta: 1 day, 2:28:27, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.5172, top5_acc: 0.7503, loss_cls: 2.0989, loss: 2.0989, grad_norm: 2.5712 2020-07-20 07:25:45,111 - mmaction - INFO - Epoch [194][300/1253] lr: 4.264e-02, eta: 1 day, 2:28:02, time: 1.112, data_time: 0.001, memory: 9059, top1_acc: 0.5172, top5_acc: 0.7510, loss_cls: 2.0948, loss: 2.0948, grad_norm: 2.6225 2020-07-20 07:26:06,469 - mmaction - INFO - Epoch [194][320/1253] lr: 4.264e-02, eta: 1 day, 2:27:36, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5063, top5_acc: 0.7464, loss_cls: 2.1176, loss: 2.1176, grad_norm: 2.6959 2020-07-20 07:26:27,527 - mmaction - INFO - Epoch [194][340/1253] lr: 4.264e-02, eta: 1 day, 2:27:10, time: 1.054, data_time: 0.002, memory: 9059, top1_acc: 0.5115, top5_acc: 0.7508, loss_cls: 2.0834, loss: 2.0834, grad_norm: 2.6218 2020-07-20 07:26:48,889 - mmaction - INFO - Epoch [194][360/1253] lr: 4.264e-02, eta: 1 day, 2:26:45, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.5193, top5_acc: 0.7513, loss_cls: 2.0954, loss: 2.0954, grad_norm: 2.5923 2020-07-20 07:27:10,298 - mmaction - INFO - Epoch [194][380/1253] lr: 4.264e-02, eta: 1 day, 2:26:19, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.5216, top5_acc: 0.7560, loss_cls: 2.0791, loss: 2.0791, grad_norm: 2.6332 2020-07-20 07:27:31,541 - mmaction - INFO - Epoch [194][400/1253] lr: 4.264e-02, eta: 1 day, 2:25:54, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5221, top5_acc: 0.7536, loss_cls: 2.0604, loss: 2.0604, grad_norm: 2.5653 2020-07-20 07:27:52,814 - mmaction - INFO - Epoch [194][420/1253] lr: 4.264e-02, eta: 1 day, 2:25:28, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5250, top5_acc: 0.7406, loss_cls: 2.0965, loss: 2.0965, grad_norm: 2.5870 2020-07-20 07:28:14,369 - mmaction - INFO - Epoch [194][440/1253] lr: 4.264e-02, eta: 1 day, 2:25:03, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.5354, top5_acc: 0.7578, loss_cls: 2.0283, loss: 2.0283, grad_norm: 2.6301 2020-07-20 07:28:35,546 - mmaction - INFO - Epoch [194][460/1253] lr: 4.264e-02, eta: 1 day, 2:24:37, time: 1.060, data_time: 0.003, memory: 9059, top1_acc: 0.5122, top5_acc: 0.7419, loss_cls: 2.1371, loss: 2.1371, grad_norm: 2.6629 2020-07-20 07:28:58,434 - mmaction - INFO - Epoch [194][480/1253] lr: 4.264e-02, eta: 1 day, 2:24:12, time: 1.144, data_time: 0.001, memory: 9059, top1_acc: 0.5091, top5_acc: 0.7417, loss_cls: 2.1381, loss: 2.1381, grad_norm: 2.6483 2020-07-20 07:29:20,099 - mmaction - INFO - Epoch [194][500/1253] lr: 4.264e-02, eta: 1 day, 2:23:47, time: 1.083, data_time: 0.002, memory: 9059, top1_acc: 0.5247, top5_acc: 0.7625, loss_cls: 2.0696, loss: 2.0696, grad_norm: 2.6329 2020-07-20 07:29:41,475 - mmaction - INFO - Epoch [194][520/1253] lr: 4.264e-02, eta: 1 day, 2:23:21, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.5229, top5_acc: 0.7565, loss_cls: 2.0790, loss: 2.0790, grad_norm: 2.6256 2020-07-20 07:30:02,759 - mmaction - INFO - Epoch [194][540/1253] lr: 4.264e-02, eta: 1 day, 2:22:56, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5138, top5_acc: 0.7523, loss_cls: 2.1122, loss: 2.1122, grad_norm: 2.6503 2020-07-20 07:30:24,923 - mmaction - INFO - Epoch [194][560/1253] lr: 4.264e-02, eta: 1 day, 2:22:31, time: 1.107, data_time: 0.001, memory: 9059, top1_acc: 0.5120, top5_acc: 0.7477, loss_cls: 2.1234, loss: 2.1234, grad_norm: 2.6187 2020-07-20 07:30:46,161 - mmaction - INFO - Epoch [194][580/1253] lr: 4.264e-02, eta: 1 day, 2:22:05, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5096, top5_acc: 0.7427, loss_cls: 2.1246, loss: 2.1246, grad_norm: 2.6595 2020-07-20 07:31:07,540 - mmaction - INFO - Epoch [194][600/1253] lr: 4.264e-02, eta: 1 day, 2:21:39, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.5229, top5_acc: 0.7500, loss_cls: 2.0852, loss: 2.0852, grad_norm: 2.6114 2020-07-20 07:31:28,780 - mmaction - INFO - Epoch [194][620/1253] lr: 4.264e-02, eta: 1 day, 2:21:14, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5073, top5_acc: 0.7500, loss_cls: 2.1194, loss: 2.1194, grad_norm: 2.6613 2020-07-20 07:31:50,010 - mmaction - INFO - Epoch [194][640/1253] lr: 4.264e-02, eta: 1 day, 2:20:48, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5107, top5_acc: 0.7477, loss_cls: 2.1185, loss: 2.1185, grad_norm: 2.6575 2020-07-20 07:32:11,361 - mmaction - INFO - Epoch [194][660/1253] lr: 4.264e-02, eta: 1 day, 2:20:23, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.5143, top5_acc: 0.7523, loss_cls: 2.0961, loss: 2.0961, grad_norm: 2.6747 2020-07-20 07:32:32,819 - mmaction - INFO - Epoch [194][680/1253] lr: 4.264e-02, eta: 1 day, 2:19:57, time: 1.073, data_time: 0.001, memory: 9059, top1_acc: 0.5268, top5_acc: 0.7477, loss_cls: 2.0877, loss: 2.0877, grad_norm: 2.6643 2020-07-20 07:32:54,210 - mmaction - INFO - Epoch [194][700/1253] lr: 4.264e-02, eta: 1 day, 2:19:32, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.5255, top5_acc: 0.7591, loss_cls: 2.0318, loss: 2.0318, grad_norm: 2.6234 2020-07-20 07:33:15,497 - mmaction - INFO - Epoch [194][720/1253] lr: 4.264e-02, eta: 1 day, 2:19:06, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.5091, top5_acc: 0.7362, loss_cls: 2.1345, loss: 2.1345, grad_norm: 2.6414 2020-07-20 07:33:36,656 - mmaction - INFO - Epoch [194][740/1253] lr: 4.264e-02, eta: 1 day, 2:18:41, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.5122, top5_acc: 0.7518, loss_cls: 2.1060, loss: 2.1060, grad_norm: 2.6566 2020-07-20 07:33:57,961 - mmaction - INFO - Epoch [194][760/1253] lr: 4.264e-02, eta: 1 day, 2:18:15, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5117, top5_acc: 0.7443, loss_cls: 2.1154, loss: 2.1154, grad_norm: 2.6818 2020-07-20 07:34:19,205 - mmaction - INFO - Epoch [194][780/1253] lr: 4.264e-02, eta: 1 day, 2:17:49, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.5094, top5_acc: 0.7448, loss_cls: 2.1224, loss: 2.1224, grad_norm: 2.6971 2020-07-20 07:34:41,321 - mmaction - INFO - Epoch [194][800/1253] lr: 4.264e-02, eta: 1 day, 2:17:24, time: 1.106, data_time: 0.002, memory: 9059, top1_acc: 0.5260, top5_acc: 0.7570, loss_cls: 2.0545, loss: 2.0545, grad_norm: 2.5853 2020-07-20 07:35:03,313 - mmaction - INFO - Epoch [194][820/1253] lr: 4.264e-02, eta: 1 day, 2:16:59, time: 1.100, data_time: 0.002, memory: 9059, top1_acc: 0.5273, top5_acc: 0.7625, loss_cls: 2.0738, loss: 2.0738, grad_norm: 2.6225 2020-07-20 07:35:24,656 - mmaction - INFO - Epoch [194][840/1253] lr: 4.264e-02, eta: 1 day, 2:16:33, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5133, top5_acc: 0.7453, loss_cls: 2.1340, loss: 2.1340, grad_norm: 2.6890 2020-07-20 07:35:46,169 - mmaction - INFO - Epoch [194][860/1253] lr: 4.264e-02, eta: 1 day, 2:16:08, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.5081, top5_acc: 0.7370, loss_cls: 2.1543, loss: 2.1543, grad_norm: 2.6895 2020-07-20 07:36:07,880 - mmaction - INFO - Epoch [194][880/1253] lr: 4.264e-02, eta: 1 day, 2:15:43, time: 1.086, data_time: 0.012, memory: 9059, top1_acc: 0.5206, top5_acc: 0.7521, loss_cls: 2.0815, loss: 2.0815, grad_norm: 2.6510 2020-07-20 07:36:29,366 - mmaction - INFO - Epoch [194][900/1253] lr: 4.264e-02, eta: 1 day, 2:15:17, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.5091, top5_acc: 0.7401, loss_cls: 2.1444, loss: 2.1444, grad_norm: 2.6310 2020-07-20 07:36:50,674 - mmaction - INFO - Epoch [194][920/1253] lr: 4.264e-02, eta: 1 day, 2:14:52, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5341, top5_acc: 0.7555, loss_cls: 2.0649, loss: 2.0649, grad_norm: 2.6390 2020-07-20 07:37:12,543 - mmaction - INFO - Epoch [194][940/1253] lr: 4.264e-02, eta: 1 day, 2:14:26, time: 1.093, data_time: 0.016, memory: 9059, top1_acc: 0.4995, top5_acc: 0.7341, loss_cls: 2.1538, loss: 2.1538, grad_norm: 2.6777 2020-07-20 07:37:33,958 - mmaction - INFO - Epoch [194][960/1253] lr: 4.264e-02, eta: 1 day, 2:14:01, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.5232, top5_acc: 0.7521, loss_cls: 2.0951, loss: 2.0951, grad_norm: 2.6295 2020-07-20 07:37:55,193 - mmaction - INFO - Epoch [194][980/1253] lr: 4.264e-02, eta: 1 day, 2:13:35, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5086, top5_acc: 0.7438, loss_cls: 2.1488, loss: 2.1488, grad_norm: 2.6430 2020-07-20 07:38:16,731 - mmaction - INFO - Epoch [194][1000/1253] lr: 4.264e-02, eta: 1 day, 2:13:10, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.5164, top5_acc: 0.7544, loss_cls: 2.0892, loss: 2.0892, grad_norm: 2.6133 2020-07-20 07:38:37,918 - mmaction - INFO - Epoch [194][1020/1253] lr: 4.264e-02, eta: 1 day, 2:12:44, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.5247, top5_acc: 0.7458, loss_cls: 2.1084, loss: 2.1084, grad_norm: 2.6376 2020-07-20 07:38:59,174 - mmaction - INFO - Epoch [194][1040/1253] lr: 4.264e-02, eta: 1 day, 2:12:19, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5102, top5_acc: 0.7417, loss_cls: 2.1322, loss: 2.1322, grad_norm: 2.6301 2020-07-20 07:39:20,433 - mmaction - INFO - Epoch [194][1060/1253] lr: 4.264e-02, eta: 1 day, 2:11:53, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5188, top5_acc: 0.7339, loss_cls: 2.1248, loss: 2.1248, grad_norm: 2.6429 2020-07-20 07:39:41,819 - mmaction - INFO - Epoch [194][1080/1253] lr: 4.264e-02, eta: 1 day, 2:11:28, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.5115, top5_acc: 0.7596, loss_cls: 2.0524, loss: 2.0524, grad_norm: 2.6330 2020-07-20 07:40:03,681 - mmaction - INFO - Epoch [194][1100/1253] lr: 4.264e-02, eta: 1 day, 2:11:02, time: 1.093, data_time: 0.002, memory: 9059, top1_acc: 0.5299, top5_acc: 0.7633, loss_cls: 2.0720, loss: 2.0720, grad_norm: 2.6599 2020-07-20 07:40:24,893 - mmaction - INFO - Epoch [194][1120/1253] lr: 4.264e-02, eta: 1 day, 2:10:37, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5211, top5_acc: 0.7349, loss_cls: 2.1374, loss: 2.1374, grad_norm: 2.6392 2020-07-20 07:40:46,263 - mmaction - INFO - Epoch [194][1140/1253] lr: 4.264e-02, eta: 1 day, 2:10:11, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5130, top5_acc: 0.7424, loss_cls: 2.1189, loss: 2.1189, grad_norm: 2.6488 2020-07-20 07:41:07,507 - mmaction - INFO - Epoch [194][1160/1253] lr: 4.264e-02, eta: 1 day, 2:09:46, time: 1.064, data_time: 0.004, memory: 9059, top1_acc: 0.5154, top5_acc: 0.7510, loss_cls: 2.1044, loss: 2.1044, grad_norm: 2.6351 2020-07-20 07:41:28,839 - mmaction - INFO - Epoch [194][1180/1253] lr: 4.264e-02, eta: 1 day, 2:09:20, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5076, top5_acc: 0.7385, loss_cls: 2.1812, loss: 2.1812, grad_norm: 2.6715 2020-07-20 07:41:50,099 - mmaction - INFO - Epoch [194][1200/1253] lr: 4.264e-02, eta: 1 day, 2:08:55, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.4984, top5_acc: 0.7357, loss_cls: 2.1885, loss: 2.1885, grad_norm: 2.6564 2020-07-20 07:42:11,302 - mmaction - INFO - Epoch [194][1220/1253] lr: 4.264e-02, eta: 1 day, 2:08:29, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.5138, top5_acc: 0.7443, loss_cls: 2.0978, loss: 2.0978, grad_norm: 2.6627 2020-07-20 07:42:32,606 - mmaction - INFO - Epoch [194][1240/1253] lr: 4.264e-02, eta: 1 day, 2:08:04, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.5260, top5_acc: 0.7542, loss_cls: 2.0570, loss: 2.0570, grad_norm: 2.6527 2020-07-20 07:45:49,240 - mmaction - INFO - Epoch [195][20/1253] lr: 4.136e-02, eta: 1 day, 2:08:26, time: 8.900, data_time: 7.260, memory: 9059, top1_acc: 0.5266, top5_acc: 0.7500, loss_cls: 2.0692, loss: 2.0692, grad_norm: 2.4955 2020-07-20 07:46:10,460 - mmaction - INFO - Epoch [195][40/1253] lr: 4.136e-02, eta: 1 day, 2:08:00, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5128, top5_acc: 0.7438, loss_cls: 2.1203, loss: 2.1203, grad_norm: 2.6235 2020-07-20 07:46:31,763 - mmaction - INFO - Epoch [195][60/1253] lr: 4.136e-02, eta: 1 day, 2:07:34, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5362, top5_acc: 0.7516, loss_cls: 2.0581, loss: 2.0581, grad_norm: 2.6241 2020-07-20 07:46:53,104 - mmaction - INFO - Epoch [195][80/1253] lr: 4.136e-02, eta: 1 day, 2:07:09, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.5328, top5_acc: 0.7557, loss_cls: 2.0363, loss: 2.0363, grad_norm: 2.6639 2020-07-20 07:47:15,237 - mmaction - INFO - Epoch [195][100/1253] lr: 4.136e-02, eta: 1 day, 2:06:44, time: 1.108, data_time: 0.019, memory: 9059, top1_acc: 0.4979, top5_acc: 0.7328, loss_cls: 2.1603, loss: 2.1603, grad_norm: 2.7045 2020-07-20 07:47:36,488 - mmaction - INFO - Epoch [195][120/1253] lr: 4.136e-02, eta: 1 day, 2:06:18, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5229, top5_acc: 0.7495, loss_cls: 2.0803, loss: 2.0803, grad_norm: 2.6285 2020-07-20 07:47:58,562 - mmaction - INFO - Epoch [195][140/1253] lr: 4.136e-02, eta: 1 day, 2:05:53, time: 1.104, data_time: 0.002, memory: 9059, top1_acc: 0.5292, top5_acc: 0.7557, loss_cls: 2.0608, loss: 2.0608, grad_norm: 2.6595 2020-07-20 07:48:20,497 - mmaction - INFO - Epoch [195][160/1253] lr: 4.136e-02, eta: 1 day, 2:05:28, time: 1.097, data_time: 0.002, memory: 9059, top1_acc: 0.5299, top5_acc: 0.7536, loss_cls: 2.0863, loss: 2.0863, grad_norm: 2.6144 2020-07-20 07:48:42,597 - mmaction - INFO - Epoch [195][180/1253] lr: 4.136e-02, eta: 1 day, 2:05:03, time: 1.105, data_time: 0.013, memory: 9059, top1_acc: 0.5125, top5_acc: 0.7401, loss_cls: 2.1178, loss: 2.1178, grad_norm: 2.6748 2020-07-20 07:49:04,445 - mmaction - INFO - Epoch [195][200/1253] lr: 4.136e-02, eta: 1 day, 2:04:37, time: 1.092, data_time: 0.006, memory: 9059, top1_acc: 0.5188, top5_acc: 0.7432, loss_cls: 2.1325, loss: 2.1325, grad_norm: 2.6346 2020-07-20 07:49:25,755 - mmaction - INFO - Epoch [195][220/1253] lr: 4.136e-02, eta: 1 day, 2:04:12, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5034, top5_acc: 0.7448, loss_cls: 2.1552, loss: 2.1552, grad_norm: 2.6703 2020-07-20 07:49:47,246 - mmaction - INFO - Epoch [195][240/1253] lr: 4.136e-02, eta: 1 day, 2:03:46, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.5258, top5_acc: 0.7534, loss_cls: 2.0505, loss: 2.0505, grad_norm: 2.6500 2020-07-20 07:50:09,507 - mmaction - INFO - Epoch [195][260/1253] lr: 4.136e-02, eta: 1 day, 2:03:21, time: 1.113, data_time: 0.002, memory: 9059, top1_acc: 0.5279, top5_acc: 0.7534, loss_cls: 2.0565, loss: 2.0565, grad_norm: 2.6398 2020-07-20 07:50:31,249 - mmaction - INFO - Epoch [195][280/1253] lr: 4.136e-02, eta: 1 day, 2:02:56, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.5185, top5_acc: 0.7487, loss_cls: 2.1203, loss: 2.1203, grad_norm: 2.6681 2020-07-20 07:50:52,769 - mmaction - INFO - Epoch [195][300/1253] lr: 4.136e-02, eta: 1 day, 2:02:30, time: 1.077, data_time: 0.003, memory: 9059, top1_acc: 0.5266, top5_acc: 0.7625, loss_cls: 2.0179, loss: 2.0179, grad_norm: 2.6393 2020-07-20 07:51:14,380 - mmaction - INFO - Epoch [195][320/1253] lr: 4.136e-02, eta: 1 day, 2:02:05, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.5154, top5_acc: 0.7406, loss_cls: 2.1387, loss: 2.1387, grad_norm: 2.6274 2020-07-20 07:51:35,634 - mmaction - INFO - Epoch [195][340/1253] lr: 4.136e-02, eta: 1 day, 2:01:39, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.5120, top5_acc: 0.7448, loss_cls: 2.1238, loss: 2.1238, grad_norm: 2.6816 2020-07-20 07:51:56,968 - mmaction - INFO - Epoch [195][360/1253] lr: 4.136e-02, eta: 1 day, 2:01:14, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5393, top5_acc: 0.7656, loss_cls: 2.0228, loss: 2.0228, grad_norm: 2.6519 2020-07-20 07:52:18,133 - mmaction - INFO - Epoch [195][380/1253] lr: 4.136e-02, eta: 1 day, 2:00:48, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.5281, top5_acc: 0.7622, loss_cls: 2.0520, loss: 2.0520, grad_norm: 2.6238 2020-07-20 07:52:39,582 - mmaction - INFO - Epoch [195][400/1253] lr: 4.136e-02, eta: 1 day, 2:00:23, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.5070, top5_acc: 0.7518, loss_cls: 2.1009, loss: 2.1009, grad_norm: 2.6069 2020-07-20 07:53:00,782 - mmaction - INFO - Epoch [195][420/1253] lr: 4.136e-02, eta: 1 day, 1:59:57, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5154, top5_acc: 0.7406, loss_cls: 2.1181, loss: 2.1181, grad_norm: 2.6405 2020-07-20 07:53:22,183 - mmaction - INFO - Epoch [195][440/1253] lr: 4.136e-02, eta: 1 day, 1:59:32, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.5177, top5_acc: 0.7586, loss_cls: 2.0678, loss: 2.0678, grad_norm: 2.6181 2020-07-20 07:53:43,526 - mmaction - INFO - Epoch [195][460/1253] lr: 4.136e-02, eta: 1 day, 1:59:06, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.5091, top5_acc: 0.7401, loss_cls: 2.1300, loss: 2.1300, grad_norm: 2.6854 2020-07-20 07:54:04,975 - mmaction - INFO - Epoch [195][480/1253] lr: 4.136e-02, eta: 1 day, 1:58:41, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.5370, top5_acc: 0.7552, loss_cls: 2.0426, loss: 2.0426, grad_norm: 2.6111 2020-07-20 07:54:26,186 - mmaction - INFO - Epoch [195][500/1253] lr: 4.136e-02, eta: 1 day, 1:58:15, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5224, top5_acc: 0.7510, loss_cls: 2.0836, loss: 2.0836, grad_norm: 2.6399 2020-07-20 07:54:47,441 - mmaction - INFO - Epoch [195][520/1253] lr: 4.136e-02, eta: 1 day, 1:57:50, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.5128, top5_acc: 0.7456, loss_cls: 2.1472, loss: 2.1472, grad_norm: 2.6962 2020-07-20 07:55:08,522 - mmaction - INFO - Epoch [195][540/1253] lr: 4.136e-02, eta: 1 day, 1:57:24, time: 1.055, data_time: 0.002, memory: 9059, top1_acc: 0.5255, top5_acc: 0.7589, loss_cls: 2.0590, loss: 2.0590, grad_norm: 2.6410 2020-07-20 07:55:29,809 - mmaction - INFO - Epoch [195][560/1253] lr: 4.136e-02, eta: 1 day, 1:56:59, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.5112, top5_acc: 0.7438, loss_cls: 2.1283, loss: 2.1283, grad_norm: 2.6993 2020-07-20 07:55:51,742 - mmaction - INFO - Epoch [195][580/1253] lr: 4.136e-02, eta: 1 day, 1:56:33, time: 1.096, data_time: 0.001, memory: 9059, top1_acc: 0.5185, top5_acc: 0.7466, loss_cls: 2.0895, loss: 2.0895, grad_norm: 2.6007 2020-07-20 07:56:12,997 - mmaction - INFO - Epoch [195][600/1253] lr: 4.136e-02, eta: 1 day, 1:56:08, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5367, top5_acc: 0.7669, loss_cls: 2.0180, loss: 2.0180, grad_norm: 2.5905 2020-07-20 07:56:34,253 - mmaction - INFO - Epoch [195][620/1253] lr: 4.136e-02, eta: 1 day, 1:55:42, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5161, top5_acc: 0.7557, loss_cls: 2.0832, loss: 2.0832, grad_norm: 2.6275 2020-07-20 07:56:55,454 - mmaction - INFO - Epoch [195][640/1253] lr: 4.136e-02, eta: 1 day, 1:55:17, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.5109, top5_acc: 0.7313, loss_cls: 2.1553, loss: 2.1553, grad_norm: 2.6471 2020-07-20 07:57:17,524 - mmaction - INFO - Epoch [195][660/1253] lr: 4.136e-02, eta: 1 day, 1:54:51, time: 1.103, data_time: 0.016, memory: 9059, top1_acc: 0.5255, top5_acc: 0.7526, loss_cls: 2.0331, loss: 2.0331, grad_norm: 2.6438 2020-07-20 07:57:38,987 - mmaction - INFO - Epoch [195][680/1253] lr: 4.136e-02, eta: 1 day, 1:54:26, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.5323, top5_acc: 0.7573, loss_cls: 2.0467, loss: 2.0467, grad_norm: 2.6468 2020-07-20 07:58:01,090 - mmaction - INFO - Epoch [195][700/1253] lr: 4.136e-02, eta: 1 day, 1:54:01, time: 1.105, data_time: 0.002, memory: 9059, top1_acc: 0.5313, top5_acc: 0.7583, loss_cls: 2.0272, loss: 2.0272, grad_norm: 2.6762 2020-07-20 07:58:22,428 - mmaction - INFO - Epoch [195][720/1253] lr: 4.136e-02, eta: 1 day, 1:53:35, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5276, top5_acc: 0.7578, loss_cls: 2.0443, loss: 2.0443, grad_norm: 2.6248 2020-07-20 07:58:43,917 - mmaction - INFO - Epoch [195][740/1253] lr: 4.136e-02, eta: 1 day, 1:53:10, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.5193, top5_acc: 0.7370, loss_cls: 2.1127, loss: 2.1127, grad_norm: 2.6564 2020-07-20 07:59:05,279 - mmaction - INFO - Epoch [195][760/1253] lr: 4.136e-02, eta: 1 day, 1:52:44, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.5260, top5_acc: 0.7542, loss_cls: 2.0719, loss: 2.0719, grad_norm: 2.6504 2020-07-20 07:59:26,581 - mmaction - INFO - Epoch [195][780/1253] lr: 4.136e-02, eta: 1 day, 1:52:19, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5214, top5_acc: 0.7607, loss_cls: 2.0444, loss: 2.0444, grad_norm: 2.6925 2020-07-20 07:59:47,997 - mmaction - INFO - Epoch [195][800/1253] lr: 4.136e-02, eta: 1 day, 1:51:53, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.5063, top5_acc: 0.7424, loss_cls: 2.1204, loss: 2.1204, grad_norm: 2.7012 2020-07-20 08:00:18,525 - mmaction - INFO - Epoch [195][820/1253] lr: 4.136e-02, eta: 1 day, 1:51:32, time: 1.517, data_time: 0.001, memory: 9059, top1_acc: 0.5138, top5_acc: 0.7456, loss_cls: 2.1058, loss: 2.1058, grad_norm: 2.7017 2020-07-20 08:00:39,943 - mmaction - INFO - Epoch [195][840/1253] lr: 4.136e-02, eta: 1 day, 1:51:07, time: 1.080, data_time: 0.017, memory: 9059, top1_acc: 0.5169, top5_acc: 0.7331, loss_cls: 2.1707, loss: 2.1707, grad_norm: 2.6961 2020-07-20 08:01:01,297 - mmaction - INFO - Epoch [195][860/1253] lr: 4.136e-02, eta: 1 day, 1:50:41, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5203, top5_acc: 0.7438, loss_cls: 2.0988, loss: 2.0988, grad_norm: 2.6505 2020-07-20 08:01:23,886 - mmaction - INFO - Epoch [195][880/1253] lr: 4.136e-02, eta: 1 day, 1:50:16, time: 1.129, data_time: 0.012, memory: 9059, top1_acc: 0.5146, top5_acc: 0.7469, loss_cls: 2.1360, loss: 2.1360, grad_norm: 2.6505 2020-07-20 08:01:45,357 - mmaction - INFO - Epoch [195][900/1253] lr: 4.136e-02, eta: 1 day, 1:49:51, time: 1.074, data_time: 0.003, memory: 9059, top1_acc: 0.5263, top5_acc: 0.7565, loss_cls: 2.0590, loss: 2.0590, grad_norm: 2.6280 2020-07-20 08:02:06,696 - mmaction - INFO - Epoch [195][920/1253] lr: 4.136e-02, eta: 1 day, 1:49:25, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5195, top5_acc: 0.7487, loss_cls: 2.0982, loss: 2.0982, grad_norm: 2.6097 2020-07-20 08:02:27,939 - mmaction - INFO - Epoch [195][940/1253] lr: 4.136e-02, eta: 1 day, 1:49:00, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5255, top5_acc: 0.7469, loss_cls: 2.0608, loss: 2.0608, grad_norm: 2.6553 2020-07-20 08:02:49,168 - mmaction - INFO - Epoch [195][960/1253] lr: 4.136e-02, eta: 1 day, 1:48:34, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5214, top5_acc: 0.7487, loss_cls: 2.0750, loss: 2.0750, grad_norm: 2.6302 2020-07-20 08:03:10,428 - mmaction - INFO - Epoch [195][980/1253] lr: 4.136e-02, eta: 1 day, 1:48:09, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5047, top5_acc: 0.7411, loss_cls: 2.1483, loss: 2.1483, grad_norm: 2.6300 2020-07-20 08:03:31,657 - mmaction - INFO - Epoch [195][1000/1253] lr: 4.136e-02, eta: 1 day, 1:47:43, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5203, top5_acc: 0.7484, loss_cls: 2.0714, loss: 2.0714, grad_norm: 2.5691 2020-07-20 08:03:52,933 - mmaction - INFO - Epoch [195][1020/1253] lr: 4.136e-02, eta: 1 day, 1:47:18, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5201, top5_acc: 0.7523, loss_cls: 2.0963, loss: 2.0963, grad_norm: 2.6399 2020-07-20 08:04:14,234 - mmaction - INFO - Epoch [195][1040/1253] lr: 4.136e-02, eta: 1 day, 1:46:52, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5237, top5_acc: 0.7542, loss_cls: 2.0676, loss: 2.0676, grad_norm: 2.6058 2020-07-20 08:04:35,482 - mmaction - INFO - Epoch [195][1060/1253] lr: 4.136e-02, eta: 1 day, 1:46:27, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.5107, top5_acc: 0.7521, loss_cls: 2.0922, loss: 2.0922, grad_norm: 2.6701 2020-07-20 08:04:56,676 - mmaction - INFO - Epoch [195][1080/1253] lr: 4.136e-02, eta: 1 day, 1:46:01, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.5138, top5_acc: 0.7432, loss_cls: 2.1040, loss: 2.1040, grad_norm: 2.6400 2020-07-20 08:05:18,044 - mmaction - INFO - Epoch [195][1100/1253] lr: 4.136e-02, eta: 1 day, 1:45:35, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.5198, top5_acc: 0.7432, loss_cls: 2.0955, loss: 2.0955, grad_norm: 2.6695 2020-07-20 08:05:39,367 - mmaction - INFO - Epoch [195][1120/1253] lr: 4.136e-02, eta: 1 day, 1:45:10, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.5237, top5_acc: 0.7487, loss_cls: 2.0939, loss: 2.0939, grad_norm: 2.6568 2020-07-20 08:06:00,757 - mmaction - INFO - Epoch [195][1140/1253] lr: 4.136e-02, eta: 1 day, 1:44:45, time: 1.069, data_time: 0.006, memory: 9059, top1_acc: 0.5333, top5_acc: 0.7560, loss_cls: 2.0745, loss: 2.0745, grad_norm: 2.6464 2020-07-20 08:06:22,366 - mmaction - INFO - Epoch [195][1160/1253] lr: 4.136e-02, eta: 1 day, 1:44:19, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.5271, top5_acc: 0.7612, loss_cls: 2.0479, loss: 2.0479, grad_norm: 2.6738 2020-07-20 08:06:43,757 - mmaction - INFO - Epoch [195][1180/1253] lr: 4.136e-02, eta: 1 day, 1:43:54, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.5203, top5_acc: 0.7438, loss_cls: 2.1186, loss: 2.1186, grad_norm: 2.7209 2020-07-20 08:07:05,350 - mmaction - INFO - Epoch [195][1200/1253] lr: 4.136e-02, eta: 1 day, 1:43:28, time: 1.080, data_time: 0.003, memory: 9059, top1_acc: 0.5102, top5_acc: 0.7409, loss_cls: 2.1272, loss: 2.1272, grad_norm: 2.6416 2020-07-20 08:07:27,359 - mmaction - INFO - Epoch [195][1220/1253] lr: 4.136e-02, eta: 1 day, 1:43:03, time: 1.100, data_time: 0.002, memory: 9059, top1_acc: 0.5305, top5_acc: 0.7521, loss_cls: 2.0484, loss: 2.0484, grad_norm: 2.6824 2020-07-20 08:07:48,593 - mmaction - INFO - Epoch [195][1240/1253] lr: 4.136e-02, eta: 1 day, 1:42:38, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5206, top5_acc: 0.7510, loss_cls: 2.0964, loss: 2.0964, grad_norm: 2.7025 2020-07-20 08:11:20,726 - mmaction - INFO - Epoch [196][20/1253] lr: 4.010e-02, eta: 1 day, 1:43:03, time: 9.468, data_time: 8.313, memory: 9059, top1_acc: 0.5359, top5_acc: 0.7646, loss_cls: 2.0319, loss: 2.0319, grad_norm: 2.6519 2020-07-20 08:11:42,115 - mmaction - INFO - Epoch [196][40/1253] lr: 4.010e-02, eta: 1 day, 1:42:38, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.5161, top5_acc: 0.7417, loss_cls: 2.0911, loss: 2.0911, grad_norm: 2.6868 2020-07-20 08:12:03,269 - mmaction - INFO - Epoch [196][60/1253] lr: 4.010e-02, eta: 1 day, 1:42:12, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.5245, top5_acc: 0.7549, loss_cls: 2.0644, loss: 2.0644, grad_norm: 2.6479 2020-07-20 08:12:24,472 - mmaction - INFO - Epoch [196][80/1253] lr: 4.010e-02, eta: 1 day, 1:41:47, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.5294, top5_acc: 0.7615, loss_cls: 2.0288, loss: 2.0288, grad_norm: 2.6994 2020-07-20 08:12:45,963 - mmaction - INFO - Epoch [196][100/1253] lr: 4.010e-02, eta: 1 day, 1:41:21, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.5289, top5_acc: 0.7432, loss_cls: 2.0799, loss: 2.0799, grad_norm: 2.6346 2020-07-20 08:13:07,340 - mmaction - INFO - Epoch [196][120/1253] lr: 4.010e-02, eta: 1 day, 1:40:56, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5297, top5_acc: 0.7513, loss_cls: 2.0522, loss: 2.0522, grad_norm: 2.6293 2020-07-20 08:13:28,764 - mmaction - INFO - Epoch [196][140/1253] lr: 4.010e-02, eta: 1 day, 1:40:30, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.5182, top5_acc: 0.7492, loss_cls: 2.0819, loss: 2.0819, grad_norm: 2.6582 2020-07-20 08:13:50,311 - mmaction - INFO - Epoch [196][160/1253] lr: 4.010e-02, eta: 1 day, 1:40:05, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.5242, top5_acc: 0.7557, loss_cls: 2.0639, loss: 2.0639, grad_norm: 2.6467 2020-07-20 08:14:11,649 - mmaction - INFO - Epoch [196][180/1253] lr: 4.010e-02, eta: 1 day, 1:39:39, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5299, top5_acc: 0.7604, loss_cls: 2.0070, loss: 2.0070, grad_norm: 2.5961 2020-07-20 08:14:34,681 - mmaction - INFO - Epoch [196][200/1253] lr: 4.010e-02, eta: 1 day, 1:39:15, time: 1.151, data_time: 0.002, memory: 9059, top1_acc: 0.5333, top5_acc: 0.7563, loss_cls: 2.0721, loss: 2.0721, grad_norm: 2.6434 2020-07-20 08:14:55,966 - mmaction - INFO - Epoch [196][220/1253] lr: 4.010e-02, eta: 1 day, 1:38:49, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5320, top5_acc: 0.7594, loss_cls: 2.0418, loss: 2.0418, grad_norm: 2.6175 2020-07-20 08:15:17,379 - mmaction - INFO - Epoch [196][240/1253] lr: 4.010e-02, eta: 1 day, 1:38:24, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.5224, top5_acc: 0.7513, loss_cls: 2.1050, loss: 2.1050, grad_norm: 2.7810 2020-07-20 08:15:38,649 - mmaction - INFO - Epoch [196][260/1253] lr: 4.010e-02, eta: 1 day, 1:37:58, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.5193, top5_acc: 0.7461, loss_cls: 2.0789, loss: 2.0789, grad_norm: 2.6513 2020-07-20 08:15:59,854 - mmaction - INFO - Epoch [196][280/1253] lr: 4.010e-02, eta: 1 day, 1:37:33, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.5138, top5_acc: 0.7435, loss_cls: 2.1199, loss: 2.1199, grad_norm: 2.6108 2020-07-20 08:16:21,180 - mmaction - INFO - Epoch [196][300/1253] lr: 4.010e-02, eta: 1 day, 1:37:07, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.5240, top5_acc: 0.7500, loss_cls: 2.0836, loss: 2.0836, grad_norm: 2.6520 2020-07-20 08:16:43,029 - mmaction - INFO - Epoch [196][320/1253] lr: 4.010e-02, eta: 1 day, 1:36:42, time: 1.093, data_time: 0.002, memory: 9059, top1_acc: 0.5107, top5_acc: 0.7443, loss_cls: 2.1308, loss: 2.1308, grad_norm: 2.7104 2020-07-20 08:17:04,204 - mmaction - INFO - Epoch [196][340/1253] lr: 4.010e-02, eta: 1 day, 1:36:16, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.5159, top5_acc: 0.7435, loss_cls: 2.0976, loss: 2.0976, grad_norm: 2.6622 2020-07-20 08:17:25,506 - mmaction - INFO - Epoch [196][360/1253] lr: 4.010e-02, eta: 1 day, 1:35:51, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.5372, top5_acc: 0.7542, loss_cls: 2.0281, loss: 2.0281, grad_norm: 2.6097 2020-07-20 08:17:46,816 - mmaction - INFO - Epoch [196][380/1253] lr: 4.010e-02, eta: 1 day, 1:35:25, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.5185, top5_acc: 0.7560, loss_cls: 2.0856, loss: 2.0856, grad_norm: 2.6569 2020-07-20 08:18:08,391 - mmaction - INFO - Epoch [196][400/1253] lr: 4.010e-02, eta: 1 day, 1:35:00, time: 1.079, data_time: 0.012, memory: 9059, top1_acc: 0.5151, top5_acc: 0.7497, loss_cls: 2.1070, loss: 2.1070, grad_norm: 2.6719 2020-07-20 08:18:29,565 - mmaction - INFO - Epoch [196][420/1253] lr: 4.010e-02, eta: 1 day, 1:34:34, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.5315, top5_acc: 0.7641, loss_cls: 2.0254, loss: 2.0254, grad_norm: 2.5870 2020-07-20 08:18:50,849 - mmaction - INFO - Epoch [196][440/1253] lr: 4.010e-02, eta: 1 day, 1:34:09, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5104, top5_acc: 0.7461, loss_cls: 2.1166, loss: 2.1166, grad_norm: 2.7080 2020-07-20 08:19:12,259 - mmaction - INFO - Epoch [196][460/1253] lr: 4.010e-02, eta: 1 day, 1:33:43, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.5159, top5_acc: 0.7458, loss_cls: 2.1390, loss: 2.1390, grad_norm: 2.6667 2020-07-20 08:19:33,541 - mmaction - INFO - Epoch [196][480/1253] lr: 4.010e-02, eta: 1 day, 1:33:18, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5313, top5_acc: 0.7508, loss_cls: 2.0597, loss: 2.0597, grad_norm: 2.6547 2020-07-20 08:19:54,910 - mmaction - INFO - Epoch [196][500/1253] lr: 4.010e-02, eta: 1 day, 1:32:52, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.5195, top5_acc: 0.7589, loss_cls: 2.0604, loss: 2.0604, grad_norm: 2.6626 2020-07-20 08:20:16,208 - mmaction - INFO - Epoch [196][520/1253] lr: 4.010e-02, eta: 1 day, 1:32:27, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5266, top5_acc: 0.7552, loss_cls: 2.0361, loss: 2.0361, grad_norm: 2.6419 2020-07-20 08:20:37,389 - mmaction - INFO - Epoch [196][540/1253] lr: 4.010e-02, eta: 1 day, 1:32:01, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.5266, top5_acc: 0.7503, loss_cls: 2.0398, loss: 2.0398, grad_norm: 2.6894 2020-07-20 08:20:58,610 - mmaction - INFO - Epoch [196][560/1253] lr: 4.010e-02, eta: 1 day, 1:31:36, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5081, top5_acc: 0.7417, loss_cls: 2.1230, loss: 2.1230, grad_norm: 2.7136 2020-07-20 08:21:19,967 - mmaction - INFO - Epoch [196][580/1253] lr: 4.010e-02, eta: 1 day, 1:31:10, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5201, top5_acc: 0.7529, loss_cls: 2.0460, loss: 2.0460, grad_norm: 2.6616 2020-07-20 08:21:41,072 - mmaction - INFO - Epoch [196][600/1253] lr: 4.010e-02, eta: 1 day, 1:30:45, time: 1.055, data_time: 0.001, memory: 9059, top1_acc: 0.5247, top5_acc: 0.7628, loss_cls: 2.0548, loss: 2.0548, grad_norm: 2.6575 2020-07-20 08:22:02,367 - mmaction - INFO - Epoch [196][620/1253] lr: 4.010e-02, eta: 1 day, 1:30:19, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5224, top5_acc: 0.7477, loss_cls: 2.0907, loss: 2.0907, grad_norm: 2.6659 2020-07-20 08:22:23,715 - mmaction - INFO - Epoch [196][640/1253] lr: 4.010e-02, eta: 1 day, 1:29:54, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.5341, top5_acc: 0.7565, loss_cls: 2.0212, loss: 2.0212, grad_norm: 2.6559 2020-07-20 08:22:44,853 - mmaction - INFO - Epoch [196][660/1253] lr: 4.010e-02, eta: 1 day, 1:29:28, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.5109, top5_acc: 0.7393, loss_cls: 2.1625, loss: 2.1625, grad_norm: 2.7638 2020-07-20 08:23:06,007 - mmaction - INFO - Epoch [196][680/1253] lr: 4.010e-02, eta: 1 day, 1:29:03, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.5268, top5_acc: 0.7547, loss_cls: 2.0496, loss: 2.0496, grad_norm: 2.7023 2020-07-20 08:23:27,476 - mmaction - INFO - Epoch [196][700/1253] lr: 4.010e-02, eta: 1 day, 1:28:37, time: 1.074, data_time: 0.003, memory: 9059, top1_acc: 0.5182, top5_acc: 0.7466, loss_cls: 2.1186, loss: 2.1186, grad_norm: 2.6395 2020-07-20 08:23:49,133 - mmaction - INFO - Epoch [196][720/1253] lr: 4.010e-02, eta: 1 day, 1:28:12, time: 1.083, data_time: 0.002, memory: 9059, top1_acc: 0.5242, top5_acc: 0.7424, loss_cls: 2.0960, loss: 2.0960, grad_norm: 2.6312 2020-07-20 08:24:10,268 - mmaction - INFO - Epoch [196][740/1253] lr: 4.010e-02, eta: 1 day, 1:27:46, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.5281, top5_acc: 0.7591, loss_cls: 2.0527, loss: 2.0527, grad_norm: 2.6387 2020-07-20 08:24:31,709 - mmaction - INFO - Epoch [196][760/1253] lr: 4.010e-02, eta: 1 day, 1:27:21, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.5211, top5_acc: 0.7505, loss_cls: 2.0726, loss: 2.0726, grad_norm: 2.7202 2020-07-20 08:24:54,176 - mmaction - INFO - Epoch [196][780/1253] lr: 4.010e-02, eta: 1 day, 1:26:56, time: 1.124, data_time: 0.002, memory: 9059, top1_acc: 0.5068, top5_acc: 0.7346, loss_cls: 2.1310, loss: 2.1310, grad_norm: 2.7451 2020-07-20 08:25:15,348 - mmaction - INFO - Epoch [196][800/1253] lr: 4.010e-02, eta: 1 day, 1:26:30, time: 1.058, data_time: 0.001, memory: 9059, top1_acc: 0.5234, top5_acc: 0.7372, loss_cls: 2.1292, loss: 2.1292, grad_norm: 2.7080 2020-07-20 08:25:36,541 - mmaction - INFO - Epoch [196][820/1253] lr: 4.010e-02, eta: 1 day, 1:26:05, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.5167, top5_acc: 0.7490, loss_cls: 2.0861, loss: 2.0861, grad_norm: 2.7053 2020-07-20 08:25:57,903 - mmaction - INFO - Epoch [196][840/1253] lr: 4.010e-02, eta: 1 day, 1:25:39, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.5190, top5_acc: 0.7435, loss_cls: 2.0801, loss: 2.0801, grad_norm: 2.6985 2020-07-20 08:26:19,462 - mmaction - INFO - Epoch [196][860/1253] lr: 4.010e-02, eta: 1 day, 1:25:14, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.5271, top5_acc: 0.7555, loss_cls: 2.0711, loss: 2.0711, grad_norm: 2.7375 2020-07-20 08:26:40,574 - mmaction - INFO - Epoch [196][880/1253] lr: 4.010e-02, eta: 1 day, 1:24:48, time: 1.055, data_time: 0.002, memory: 9059, top1_acc: 0.5255, top5_acc: 0.7417, loss_cls: 2.0805, loss: 2.0805, grad_norm: 2.6270 2020-07-20 08:27:01,998 - mmaction - INFO - Epoch [196][900/1253] lr: 4.010e-02, eta: 1 day, 1:24:23, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.5299, top5_acc: 0.7578, loss_cls: 2.0326, loss: 2.0326, grad_norm: 2.6257 2020-07-20 08:27:23,177 - mmaction - INFO - Epoch [196][920/1253] lr: 4.010e-02, eta: 1 day, 1:23:58, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.5081, top5_acc: 0.7422, loss_cls: 2.1342, loss: 2.1342, grad_norm: 2.6900 2020-07-20 08:27:44,565 - mmaction - INFO - Epoch [196][940/1253] lr: 4.010e-02, eta: 1 day, 1:23:32, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.5219, top5_acc: 0.7466, loss_cls: 2.0834, loss: 2.0834, grad_norm: 2.6874 2020-07-20 08:28:06,354 - mmaction - INFO - Epoch [196][960/1253] lr: 4.010e-02, eta: 1 day, 1:23:07, time: 1.089, data_time: 0.002, memory: 9059, top1_acc: 0.5229, top5_acc: 0.7469, loss_cls: 2.1002, loss: 2.1002, grad_norm: 2.6431 2020-07-20 08:28:28,256 - mmaction - INFO - Epoch [196][980/1253] lr: 4.010e-02, eta: 1 day, 1:22:42, time: 1.095, data_time: 0.002, memory: 9059, top1_acc: 0.5234, top5_acc: 0.7497, loss_cls: 2.0899, loss: 2.0899, grad_norm: 2.6965 2020-07-20 08:28:49,357 - mmaction - INFO - Epoch [196][1000/1253] lr: 4.010e-02, eta: 1 day, 1:22:16, time: 1.056, data_time: 0.003, memory: 9059, top1_acc: 0.5326, top5_acc: 0.7635, loss_cls: 2.0378, loss: 2.0378, grad_norm: 2.6682 2020-07-20 08:29:10,604 - mmaction - INFO - Epoch [196][1020/1253] lr: 4.010e-02, eta: 1 day, 1:21:51, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.5159, top5_acc: 0.7443, loss_cls: 2.1094, loss: 2.1094, grad_norm: 2.7344 2020-07-20 08:29:31,951 - mmaction - INFO - Epoch [196][1040/1253] lr: 4.010e-02, eta: 1 day, 1:21:25, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5013, top5_acc: 0.7443, loss_cls: 2.1674, loss: 2.1674, grad_norm: 2.7730 2020-07-20 08:29:53,244 - mmaction - INFO - Epoch [196][1060/1253] lr: 4.010e-02, eta: 1 day, 1:21:00, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.5148, top5_acc: 0.7456, loss_cls: 2.1065, loss: 2.1065, grad_norm: 2.6568 2020-07-20 08:30:15,504 - mmaction - INFO - Epoch [196][1080/1253] lr: 4.010e-02, eta: 1 day, 1:20:35, time: 1.114, data_time: 0.003, memory: 9059, top1_acc: 0.5146, top5_acc: 0.7490, loss_cls: 2.1245, loss: 2.1245, grad_norm: 2.7432 2020-07-20 08:30:36,772 - mmaction - INFO - Epoch [196][1100/1253] lr: 4.010e-02, eta: 1 day, 1:20:09, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5078, top5_acc: 0.7490, loss_cls: 2.1041, loss: 2.1041, grad_norm: 2.7205 2020-07-20 08:30:58,066 - mmaction - INFO - Epoch [196][1120/1253] lr: 4.010e-02, eta: 1 day, 1:19:44, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5310, top5_acc: 0.7466, loss_cls: 2.0716, loss: 2.0716, grad_norm: 2.6410 2020-07-20 08:31:20,067 - mmaction - INFO - Epoch [196][1140/1253] lr: 4.010e-02, eta: 1 day, 1:19:18, time: 1.100, data_time: 0.002, memory: 9059, top1_acc: 0.5266, top5_acc: 0.7513, loss_cls: 2.0914, loss: 2.0914, grad_norm: 2.7338 2020-07-20 08:31:41,495 - mmaction - INFO - Epoch [196][1160/1253] lr: 4.010e-02, eta: 1 day, 1:18:53, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.5219, top5_acc: 0.7477, loss_cls: 2.0670, loss: 2.0670, grad_norm: 2.6800 2020-07-20 08:32:02,678 - mmaction - INFO - Epoch [196][1180/1253] lr: 4.010e-02, eta: 1 day, 1:18:28, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.5250, top5_acc: 0.7516, loss_cls: 2.1046, loss: 2.1046, grad_norm: 2.6190 2020-07-20 08:32:23,888 - mmaction - INFO - Epoch [196][1200/1253] lr: 4.010e-02, eta: 1 day, 1:18:02, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5214, top5_acc: 0.7573, loss_cls: 2.0550, loss: 2.0550, grad_norm: 2.6815 2020-07-20 08:32:45,067 - mmaction - INFO - Epoch [196][1220/1253] lr: 4.010e-02, eta: 1 day, 1:17:37, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.5073, top5_acc: 0.7430, loss_cls: 2.1379, loss: 2.1379, grad_norm: 2.7759 2020-07-20 08:33:06,365 - mmaction - INFO - Epoch [196][1240/1253] lr: 4.010e-02, eta: 1 day, 1:17:11, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5232, top5_acc: 0.7477, loss_cls: 2.0938, loss: 2.0938, grad_norm: 2.6661 2020-07-20 08:33:24,187 - mmaction - INFO - Saving checkpoint at 196 epochs 2020-07-20 08:36:10,825 - mmaction - INFO - Epoch [197][20/1253] lr: 3.886e-02, eta: 1 day, 1:17:25, time: 8.271, data_time: 6.984, memory: 9059, top1_acc: 0.5318, top5_acc: 0.7570, loss_cls: 2.0215, loss: 2.0215, grad_norm: 2.7037 2020-07-20 08:36:32,136 - mmaction - INFO - Epoch [197][40/1253] lr: 3.886e-02, eta: 1 day, 1:16:59, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.5284, top5_acc: 0.7630, loss_cls: 2.0000, loss: 2.0000, grad_norm: 2.6326 2020-07-20 08:36:53,480 - mmaction - INFO - Epoch [197][60/1253] lr: 3.886e-02, eta: 1 day, 1:16:34, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5367, top5_acc: 0.7557, loss_cls: 2.0255, loss: 2.0255, grad_norm: 2.6966 2020-07-20 08:37:14,740 - mmaction - INFO - Epoch [197][80/1253] lr: 3.886e-02, eta: 1 day, 1:16:08, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.5263, top5_acc: 0.7576, loss_cls: 2.0617, loss: 2.0617, grad_norm: 2.7767 2020-07-20 08:37:36,189 - mmaction - INFO - Epoch [197][100/1253] lr: 3.886e-02, eta: 1 day, 1:15:43, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.5310, top5_acc: 0.7638, loss_cls: 2.0286, loss: 2.0286, grad_norm: 2.6793 2020-07-20 08:37:57,896 - mmaction - INFO - Epoch [197][120/1253] lr: 3.886e-02, eta: 1 day, 1:15:18, time: 1.086, data_time: 0.003, memory: 9059, top1_acc: 0.5260, top5_acc: 0.7495, loss_cls: 2.0886, loss: 2.0886, grad_norm: 2.6795 2020-07-20 08:38:19,175 - mmaction - INFO - Epoch [197][140/1253] lr: 3.886e-02, eta: 1 day, 1:14:52, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5331, top5_acc: 0.7456, loss_cls: 2.0507, loss: 2.0507, grad_norm: 2.6503 2020-07-20 08:38:40,521 - mmaction - INFO - Epoch [197][160/1253] lr: 3.886e-02, eta: 1 day, 1:14:27, time: 1.068, data_time: 0.007, memory: 9059, top1_acc: 0.5445, top5_acc: 0.7672, loss_cls: 1.9840, loss: 1.9840, grad_norm: 2.6759 2020-07-20 08:39:01,835 - mmaction - INFO - Epoch [197][180/1253] lr: 3.886e-02, eta: 1 day, 1:14:01, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.5227, top5_acc: 0.7388, loss_cls: 2.1126, loss: 2.1126, grad_norm: 2.6918 2020-07-20 08:39:22,980 - mmaction - INFO - Epoch [197][200/1253] lr: 3.886e-02, eta: 1 day, 1:13:36, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.5354, top5_acc: 0.7609, loss_cls: 2.0325, loss: 2.0325, grad_norm: 2.7119 2020-07-20 08:39:44,585 - mmaction - INFO - Epoch [197][220/1253] lr: 3.886e-02, eta: 1 day, 1:13:10, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.5349, top5_acc: 0.7596, loss_cls: 2.0439, loss: 2.0439, grad_norm: 2.7254 2020-07-20 08:40:06,106 - mmaction - INFO - Epoch [197][240/1253] lr: 3.886e-02, eta: 1 day, 1:12:45, time: 1.077, data_time: 0.008, memory: 9059, top1_acc: 0.5219, top5_acc: 0.7659, loss_cls: 2.0402, loss: 2.0402, grad_norm: 2.7030 2020-07-20 08:40:27,452 - mmaction - INFO - Epoch [197][260/1253] lr: 3.886e-02, eta: 1 day, 1:12:20, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5354, top5_acc: 0.7615, loss_cls: 2.0124, loss: 2.0124, grad_norm: 2.7444 2020-07-20 08:40:49,207 - mmaction - INFO - Epoch [197][280/1253] lr: 3.886e-02, eta: 1 day, 1:11:54, time: 1.088, data_time: 0.002, memory: 9059, top1_acc: 0.5224, top5_acc: 0.7552, loss_cls: 2.0481, loss: 2.0481, grad_norm: 2.6965 2020-07-20 08:41:11,017 - mmaction - INFO - Epoch [197][300/1253] lr: 3.886e-02, eta: 1 day, 1:11:29, time: 1.090, data_time: 0.007, memory: 9059, top1_acc: 0.5234, top5_acc: 0.7503, loss_cls: 2.0997, loss: 2.0997, grad_norm: 2.7121 2020-07-20 08:41:32,940 - mmaction - INFO - Epoch [197][320/1253] lr: 3.886e-02, eta: 1 day, 1:11:04, time: 1.096, data_time: 0.010, memory: 9059, top1_acc: 0.5250, top5_acc: 0.7438, loss_cls: 2.1006, loss: 2.1006, grad_norm: 2.7444 2020-07-20 08:41:55,133 - mmaction - INFO - Epoch [197][340/1253] lr: 3.886e-02, eta: 1 day, 1:10:39, time: 1.110, data_time: 0.010, memory: 9059, top1_acc: 0.5409, top5_acc: 0.7596, loss_cls: 2.0013, loss: 2.0013, grad_norm: 2.6241 2020-07-20 08:42:17,563 - mmaction - INFO - Epoch [197][360/1253] lr: 3.886e-02, eta: 1 day, 1:10:14, time: 1.122, data_time: 0.011, memory: 9059, top1_acc: 0.5237, top5_acc: 0.7513, loss_cls: 2.0522, loss: 2.0522, grad_norm: 2.6869 2020-07-20 08:42:38,888 - mmaction - INFO - Epoch [197][380/1253] lr: 3.886e-02, eta: 1 day, 1:09:48, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.5143, top5_acc: 0.7557, loss_cls: 2.0915, loss: 2.0915, grad_norm: 2.7447 2020-07-20 08:43:00,713 - mmaction - INFO - Epoch [197][400/1253] lr: 3.886e-02, eta: 1 day, 1:09:23, time: 1.092, data_time: 0.002, memory: 9059, top1_acc: 0.5232, top5_acc: 0.7461, loss_cls: 2.0866, loss: 2.0866, grad_norm: 2.7070 2020-07-20 08:43:21,870 - mmaction - INFO - Epoch [197][420/1253] lr: 3.886e-02, eta: 1 day, 1:08:58, time: 1.056, data_time: 0.001, memory: 9059, top1_acc: 0.5383, top5_acc: 0.7604, loss_cls: 2.0453, loss: 2.0453, grad_norm: 2.6548 2020-07-20 08:43:43,191 - mmaction - INFO - Epoch [197][440/1253] lr: 3.886e-02, eta: 1 day, 1:08:32, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5216, top5_acc: 0.7497, loss_cls: 2.1051, loss: 2.1051, grad_norm: 2.7196 2020-07-20 08:44:04,675 - mmaction - INFO - Epoch [197][460/1253] lr: 3.886e-02, eta: 1 day, 1:08:07, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.5263, top5_acc: 0.7487, loss_cls: 2.0829, loss: 2.0829, grad_norm: 2.7023 2020-07-20 08:44:26,731 - mmaction - INFO - Epoch [197][480/1253] lr: 3.886e-02, eta: 1 day, 1:07:42, time: 1.103, data_time: 0.001, memory: 9059, top1_acc: 0.5313, top5_acc: 0.7591, loss_cls: 2.0385, loss: 2.0385, grad_norm: 2.6835 2020-07-20 08:44:47,939 - mmaction - INFO - Epoch [197][500/1253] lr: 3.886e-02, eta: 1 day, 1:07:16, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.5188, top5_acc: 0.7469, loss_cls: 2.1075, loss: 2.1075, grad_norm: 2.7463 2020-07-20 08:45:09,280 - mmaction - INFO - Epoch [197][520/1253] lr: 3.886e-02, eta: 1 day, 1:06:51, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.5109, top5_acc: 0.7451, loss_cls: 2.0972, loss: 2.0972, grad_norm: 2.7383 2020-07-20 08:45:30,455 - mmaction - INFO - Epoch [197][540/1253] lr: 3.886e-02, eta: 1 day, 1:06:25, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.5219, top5_acc: 0.7544, loss_cls: 2.0769, loss: 2.0769, grad_norm: 2.7353 2020-07-20 08:45:51,882 - mmaction - INFO - Epoch [197][560/1253] lr: 3.886e-02, eta: 1 day, 1:06:00, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.5263, top5_acc: 0.7628, loss_cls: 2.0017, loss: 2.0017, grad_norm: 2.7255 2020-07-20 08:46:13,132 - mmaction - INFO - Epoch [197][580/1253] lr: 3.886e-02, eta: 1 day, 1:05:34, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5352, top5_acc: 0.7617, loss_cls: 2.0103, loss: 2.0103, grad_norm: 2.7384 2020-07-20 08:46:34,771 - mmaction - INFO - Epoch [197][600/1253] lr: 3.886e-02, eta: 1 day, 1:05:09, time: 1.082, data_time: 0.002, memory: 9059, top1_acc: 0.5169, top5_acc: 0.7620, loss_cls: 2.0469, loss: 2.0469, grad_norm: 2.7054 2020-07-20 08:46:55,834 - mmaction - INFO - Epoch [197][620/1253] lr: 3.886e-02, eta: 1 day, 1:04:43, time: 1.054, data_time: 0.002, memory: 9059, top1_acc: 0.5315, top5_acc: 0.7586, loss_cls: 2.0700, loss: 2.0700, grad_norm: 2.7772 2020-07-20 08:47:17,598 - mmaction - INFO - Epoch [197][640/1253] lr: 3.886e-02, eta: 1 day, 1:04:18, time: 1.088, data_time: 0.009, memory: 9059, top1_acc: 0.5185, top5_acc: 0.7427, loss_cls: 2.0887, loss: 2.0887, grad_norm: 2.6920 2020-07-20 08:47:38,872 - mmaction - INFO - Epoch [197][660/1253] lr: 3.886e-02, eta: 1 day, 1:03:53, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.5232, top5_acc: 0.7547, loss_cls: 2.1002, loss: 2.1002, grad_norm: 2.6981 2020-07-20 08:48:00,501 - mmaction - INFO - Epoch [197][680/1253] lr: 3.886e-02, eta: 1 day, 1:03:27, time: 1.083, data_time: 0.004, memory: 9059, top1_acc: 0.5326, top5_acc: 0.7565, loss_cls: 2.0355, loss: 2.0355, grad_norm: 2.7274 2020-07-20 08:48:21,985 - mmaction - INFO - Epoch [197][700/1253] lr: 3.886e-02, eta: 1 day, 1:03:02, time: 1.074, data_time: 0.020, memory: 9059, top1_acc: 0.5164, top5_acc: 0.7628, loss_cls: 2.0409, loss: 2.0409, grad_norm: 2.7164 2020-07-20 08:48:43,328 - mmaction - INFO - Epoch [197][720/1253] lr: 3.886e-02, eta: 1 day, 1:02:37, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5266, top5_acc: 0.7622, loss_cls: 2.0246, loss: 2.0246, grad_norm: 2.7618 2020-07-20 08:49:04,553 - mmaction - INFO - Epoch [197][740/1253] lr: 3.886e-02, eta: 1 day, 1:02:11, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5245, top5_acc: 0.7490, loss_cls: 2.0931, loss: 2.0931, grad_norm: 2.8187 2020-07-20 08:49:26,103 - mmaction - INFO - Epoch [197][760/1253] lr: 3.886e-02, eta: 1 day, 1:01:46, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.5375, top5_acc: 0.7466, loss_cls: 2.0686, loss: 2.0686, grad_norm: 2.7092 2020-07-20 08:49:47,821 - mmaction - INFO - Epoch [197][780/1253] lr: 3.886e-02, eta: 1 day, 1:01:20, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.5052, top5_acc: 0.7492, loss_cls: 2.1442, loss: 2.1442, grad_norm: 2.7485 2020-07-20 08:50:09,046 - mmaction - INFO - Epoch [197][800/1253] lr: 3.886e-02, eta: 1 day, 1:00:55, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.5034, top5_acc: 0.7424, loss_cls: 2.1415, loss: 2.1415, grad_norm: 2.7608 2020-07-20 08:50:30,216 - mmaction - INFO - Epoch [197][820/1253] lr: 3.886e-02, eta: 1 day, 1:00:29, time: 1.057, data_time: 0.003, memory: 9059, top1_acc: 0.5255, top5_acc: 0.7539, loss_cls: 2.0541, loss: 2.0541, grad_norm: 2.7678 2020-07-20 08:50:51,640 - mmaction - INFO - Epoch [197][840/1253] lr: 3.886e-02, eta: 1 day, 1:00:04, time: 1.073, data_time: 0.004, memory: 9059, top1_acc: 0.5253, top5_acc: 0.7539, loss_cls: 2.0724, loss: 2.0724, grad_norm: 2.7053 2020-07-20 08:51:12,896 - mmaction - INFO - Epoch [197][860/1253] lr: 3.886e-02, eta: 1 day, 0:59:39, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5201, top5_acc: 0.7534, loss_cls: 2.0659, loss: 2.0659, grad_norm: 2.7146 2020-07-20 08:51:34,275 - mmaction - INFO - Epoch [197][880/1253] lr: 3.886e-02, eta: 1 day, 0:59:13, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5305, top5_acc: 0.7609, loss_cls: 2.0407, loss: 2.0407, grad_norm: 2.7087 2020-07-20 08:51:55,964 - mmaction - INFO - Epoch [197][900/1253] lr: 3.886e-02, eta: 1 day, 0:58:48, time: 1.085, data_time: 0.002, memory: 9059, top1_acc: 0.5273, top5_acc: 0.7508, loss_cls: 2.0528, loss: 2.0528, grad_norm: 2.6935 2020-07-20 08:52:17,523 - mmaction - INFO - Epoch [197][920/1253] lr: 3.886e-02, eta: 1 day, 0:58:23, time: 1.078, data_time: 0.001, memory: 9059, top1_acc: 0.5135, top5_acc: 0.7474, loss_cls: 2.1244, loss: 2.1244, grad_norm: 2.7604 2020-07-20 08:52:38,647 - mmaction - INFO - Epoch [197][940/1253] lr: 3.886e-02, eta: 1 day, 0:57:57, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.5216, top5_acc: 0.7518, loss_cls: 2.0524, loss: 2.0524, grad_norm: 2.6765 2020-07-20 08:52:59,882 - mmaction - INFO - Epoch [197][960/1253] lr: 3.886e-02, eta: 1 day, 0:57:32, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5349, top5_acc: 0.7531, loss_cls: 2.0581, loss: 2.0581, grad_norm: 2.7107 2020-07-20 08:53:21,507 - mmaction - INFO - Epoch [197][980/1253] lr: 3.886e-02, eta: 1 day, 0:57:06, time: 1.082, data_time: 0.002, memory: 9059, top1_acc: 0.5414, top5_acc: 0.7635, loss_cls: 2.0201, loss: 2.0201, grad_norm: 2.7279 2020-07-20 08:53:42,774 - mmaction - INFO - Epoch [197][1000/1253] lr: 3.886e-02, eta: 1 day, 0:56:41, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.5234, top5_acc: 0.7570, loss_cls: 2.0615, loss: 2.0615, grad_norm: 2.7129 2020-07-20 08:54:04,230 - mmaction - INFO - Epoch [197][1020/1253] lr: 3.886e-02, eta: 1 day, 0:56:16, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.5242, top5_acc: 0.7560, loss_cls: 2.0515, loss: 2.0515, grad_norm: 2.7125 2020-07-20 08:54:25,667 - mmaction - INFO - Epoch [197][1040/1253] lr: 3.886e-02, eta: 1 day, 0:55:50, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.5180, top5_acc: 0.7521, loss_cls: 2.0844, loss: 2.0844, grad_norm: 2.7533 2020-07-20 08:54:46,926 - mmaction - INFO - Epoch [197][1060/1253] lr: 3.886e-02, eta: 1 day, 0:55:25, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5281, top5_acc: 0.7615, loss_cls: 2.0589, loss: 2.0589, grad_norm: 2.6649 2020-07-20 08:55:08,233 - mmaction - INFO - Epoch [197][1080/1253] lr: 3.886e-02, eta: 1 day, 0:54:59, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.5393, top5_acc: 0.7638, loss_cls: 2.0116, loss: 2.0116, grad_norm: 2.6892 2020-07-20 08:55:30,155 - mmaction - INFO - Epoch [197][1100/1253] lr: 3.886e-02, eta: 1 day, 0:54:34, time: 1.096, data_time: 0.002, memory: 9059, top1_acc: 0.5128, top5_acc: 0.7495, loss_cls: 2.1318, loss: 2.1318, grad_norm: 2.8391 2020-07-20 08:55:51,416 - mmaction - INFO - Epoch [197][1120/1253] lr: 3.886e-02, eta: 1 day, 0:54:09, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5125, top5_acc: 0.7466, loss_cls: 2.1231, loss: 2.1231, grad_norm: 2.7179 2020-07-20 08:56:12,846 - mmaction - INFO - Epoch [197][1140/1253] lr: 3.886e-02, eta: 1 day, 0:53:43, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.5065, top5_acc: 0.7505, loss_cls: 2.1100, loss: 2.1100, grad_norm: 2.7236 2020-07-20 08:56:34,130 - mmaction - INFO - Epoch [197][1160/1253] lr: 3.886e-02, eta: 1 day, 0:53:18, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5185, top5_acc: 0.7404, loss_cls: 2.1228, loss: 2.1228, grad_norm: 2.6884 2020-07-20 08:56:55,542 - mmaction - INFO - Epoch [197][1180/1253] lr: 3.886e-02, eta: 1 day, 0:52:52, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.5362, top5_acc: 0.7635, loss_cls: 2.0140, loss: 2.0140, grad_norm: 2.7160 2020-07-20 08:57:16,952 - mmaction - INFO - Epoch [197][1200/1253] lr: 3.886e-02, eta: 1 day, 0:52:27, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.5302, top5_acc: 0.7482, loss_cls: 2.0760, loss: 2.0760, grad_norm: 2.7088 2020-07-20 08:57:38,168 - mmaction - INFO - Epoch [197][1220/1253] lr: 3.886e-02, eta: 1 day, 0:52:02, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.5357, top5_acc: 0.7539, loss_cls: 2.0437, loss: 2.0437, grad_norm: 2.6836 2020-07-20 08:57:59,390 - mmaction - INFO - Epoch [197][1240/1253] lr: 3.886e-02, eta: 1 day, 0:51:36, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.5122, top5_acc: 0.7385, loss_cls: 2.1343, loss: 2.1343, grad_norm: 2.7449 2020-07-20 09:01:32,215 - mmaction - INFO - Epoch [198][20/1253] lr: 3.763e-02, eta: 1 day, 0:52:01, time: 9.700, data_time: 8.274, memory: 9059, top1_acc: 0.5122, top5_acc: 0.7474, loss_cls: 2.1062, loss: 2.1062, grad_norm: 2.7232 2020-07-20 09:01:53,483 - mmaction - INFO - Epoch [198][40/1253] lr: 3.763e-02, eta: 1 day, 0:51:35, time: 1.065, data_time: 0.004, memory: 9059, top1_acc: 0.5247, top5_acc: 0.7500, loss_cls: 2.0649, loss: 2.0649, grad_norm: 2.6878 2020-07-20 09:02:14,951 - mmaction - INFO - Epoch [198][60/1253] lr: 3.763e-02, eta: 1 day, 0:51:10, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.5367, top5_acc: 0.7542, loss_cls: 2.0650, loss: 2.0650, grad_norm: 2.6839 2020-07-20 09:02:36,130 - mmaction - INFO - Epoch [198][80/1253] lr: 3.763e-02, eta: 1 day, 0:50:44, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.5263, top5_acc: 0.7552, loss_cls: 2.0535, loss: 2.0535, grad_norm: 2.6915 2020-07-20 09:02:57,924 - mmaction - INFO - Epoch [198][100/1253] lr: 3.763e-02, eta: 1 day, 0:50:19, time: 1.089, data_time: 0.002, memory: 9059, top1_acc: 0.5380, top5_acc: 0.7643, loss_cls: 2.0000, loss: 2.0000, grad_norm: 2.6987 2020-07-20 09:03:19,654 - mmaction - INFO - Epoch [198][120/1253] lr: 3.763e-02, eta: 1 day, 0:49:54, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.5279, top5_acc: 0.7617, loss_cls: 2.0212, loss: 2.0212, grad_norm: 2.6862 2020-07-20 09:03:40,846 - mmaction - INFO - Epoch [198][140/1253] lr: 3.763e-02, eta: 1 day, 0:49:28, time: 1.061, data_time: 0.003, memory: 9059, top1_acc: 0.5219, top5_acc: 0.7492, loss_cls: 2.0766, loss: 2.0766, grad_norm: 2.6967 2020-07-20 09:04:02,058 - mmaction - INFO - Epoch [198][160/1253] lr: 3.763e-02, eta: 1 day, 0:49:03, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.5352, top5_acc: 0.7612, loss_cls: 2.0172, loss: 2.0172, grad_norm: 2.6149 2020-07-20 09:04:23,384 - mmaction - INFO - Epoch [198][180/1253] lr: 3.763e-02, eta: 1 day, 0:48:37, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5419, top5_acc: 0.7594, loss_cls: 2.0084, loss: 2.0084, grad_norm: 2.7094 2020-07-20 09:04:44,826 - mmaction - INFO - Epoch [198][200/1253] lr: 3.763e-02, eta: 1 day, 0:48:12, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.5242, top5_acc: 0.7516, loss_cls: 2.0461, loss: 2.0461, grad_norm: 2.6942 2020-07-20 09:05:06,149 - mmaction - INFO - Epoch [198][220/1253] lr: 3.763e-02, eta: 1 day, 0:47:47, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.5260, top5_acc: 0.7497, loss_cls: 2.0765, loss: 2.0765, grad_norm: 2.6734 2020-07-20 09:05:27,400 - mmaction - INFO - Epoch [198][240/1253] lr: 3.763e-02, eta: 1 day, 0:47:21, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.5388, top5_acc: 0.7607, loss_cls: 2.0052, loss: 2.0052, grad_norm: 2.7135 2020-07-20 09:05:48,686 - mmaction - INFO - Epoch [198][260/1253] lr: 3.763e-02, eta: 1 day, 0:46:56, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5341, top5_acc: 0.7557, loss_cls: 2.0280, loss: 2.0280, grad_norm: 2.7403 2020-07-20 09:06:10,142 - mmaction - INFO - Epoch [198][280/1253] lr: 3.763e-02, eta: 1 day, 0:46:30, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.5313, top5_acc: 0.7539, loss_cls: 2.0525, loss: 2.0525, grad_norm: 2.7765 2020-07-20 09:06:31,738 - mmaction - INFO - Epoch [198][300/1253] lr: 3.763e-02, eta: 1 day, 0:46:05, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.5495, top5_acc: 0.7729, loss_cls: 1.9700, loss: 1.9700, grad_norm: 2.7189 2020-07-20 09:06:53,009 - mmaction - INFO - Epoch [198][320/1253] lr: 3.763e-02, eta: 1 day, 0:45:40, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5372, top5_acc: 0.7544, loss_cls: 2.0142, loss: 2.0142, grad_norm: 2.7093 2020-07-20 09:07:14,199 - mmaction - INFO - Epoch [198][340/1253] lr: 3.763e-02, eta: 1 day, 0:45:14, time: 1.058, data_time: 0.001, memory: 9059, top1_acc: 0.5240, top5_acc: 0.7508, loss_cls: 2.0944, loss: 2.0944, grad_norm: 2.7658 2020-07-20 09:07:35,651 - mmaction - INFO - Epoch [198][360/1253] lr: 3.763e-02, eta: 1 day, 0:44:49, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.5227, top5_acc: 0.7544, loss_cls: 2.0485, loss: 2.0485, grad_norm: 2.7687 2020-07-20 09:07:56,865 - mmaction - INFO - Epoch [198][380/1253] lr: 3.763e-02, eta: 1 day, 0:44:23, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5260, top5_acc: 0.7508, loss_cls: 2.0584, loss: 2.0584, grad_norm: 2.7607 2020-07-20 09:08:18,062 - mmaction - INFO - Epoch [198][400/1253] lr: 3.763e-02, eta: 1 day, 0:43:58, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.5362, top5_acc: 0.7573, loss_cls: 2.0183, loss: 2.0183, grad_norm: 2.7361 2020-07-20 09:08:39,283 - mmaction - INFO - Epoch [198][420/1253] lr: 3.763e-02, eta: 1 day, 0:43:32, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5438, top5_acc: 0.7727, loss_cls: 1.9637, loss: 1.9637, grad_norm: 2.6546 2020-07-20 09:09:00,553 - mmaction - INFO - Epoch [198][440/1253] lr: 3.763e-02, eta: 1 day, 0:43:07, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5182, top5_acc: 0.7589, loss_cls: 2.0444, loss: 2.0444, grad_norm: 2.7763 2020-07-20 09:09:23,175 - mmaction - INFO - Epoch [198][460/1253] lr: 3.763e-02, eta: 1 day, 0:42:42, time: 1.130, data_time: 0.001, memory: 9059, top1_acc: 0.5227, top5_acc: 0.7435, loss_cls: 2.0872, loss: 2.0872, grad_norm: 2.6691 2020-07-20 09:09:44,993 - mmaction - INFO - Epoch [198][480/1253] lr: 3.763e-02, eta: 1 day, 0:42:17, time: 1.090, data_time: 0.009, memory: 9059, top1_acc: 0.5271, top5_acc: 0.7724, loss_cls: 2.0067, loss: 2.0067, grad_norm: 2.7595 2020-07-20 09:10:07,348 - mmaction - INFO - Epoch [198][500/1253] lr: 3.763e-02, eta: 1 day, 0:41:52, time: 1.119, data_time: 0.010, memory: 9059, top1_acc: 0.5193, top5_acc: 0.7581, loss_cls: 2.0643, loss: 2.0643, grad_norm: 2.7845 2020-07-20 09:10:28,728 - mmaction - INFO - Epoch [198][520/1253] lr: 3.763e-02, eta: 1 day, 0:41:26, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.5240, top5_acc: 0.7586, loss_cls: 2.0359, loss: 2.0359, grad_norm: 2.7357 2020-07-20 09:10:50,455 - mmaction - INFO - Epoch [198][540/1253] lr: 3.763e-02, eta: 1 day, 0:41:01, time: 1.085, data_time: 0.002, memory: 9059, top1_acc: 0.5310, top5_acc: 0.7492, loss_cls: 2.0486, loss: 2.0486, grad_norm: 2.7192 2020-07-20 09:11:12,994 - mmaction - INFO - Epoch [198][560/1253] lr: 3.763e-02, eta: 1 day, 0:40:36, time: 1.127, data_time: 0.016, memory: 9059, top1_acc: 0.5328, top5_acc: 0.7539, loss_cls: 2.0398, loss: 2.0398, grad_norm: 2.7584 2020-07-20 09:11:35,591 - mmaction - INFO - Epoch [198][580/1253] lr: 3.763e-02, eta: 1 day, 0:40:11, time: 1.131, data_time: 0.019, memory: 9059, top1_acc: 0.5188, top5_acc: 0.7513, loss_cls: 2.0853, loss: 2.0853, grad_norm: 2.7521 2020-07-20 09:11:57,013 - mmaction - INFO - Epoch [198][600/1253] lr: 3.763e-02, eta: 1 day, 0:39:46, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.5341, top5_acc: 0.7565, loss_cls: 2.0083, loss: 2.0083, grad_norm: 2.7277 2020-07-20 09:12:18,430 - mmaction - INFO - Epoch [198][620/1253] lr: 3.763e-02, eta: 1 day, 0:39:21, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.5380, top5_acc: 0.7565, loss_cls: 2.0058, loss: 2.0058, grad_norm: 2.7374 2020-07-20 09:12:39,693 - mmaction - INFO - Epoch [198][640/1253] lr: 3.763e-02, eta: 1 day, 0:38:55, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5362, top5_acc: 0.7523, loss_cls: 2.0555, loss: 2.0555, grad_norm: 2.6935 2020-07-20 09:13:00,992 - mmaction - INFO - Epoch [198][660/1253] lr: 3.763e-02, eta: 1 day, 0:38:30, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5326, top5_acc: 0.7568, loss_cls: 2.0550, loss: 2.0550, grad_norm: 2.7368 2020-07-20 09:13:22,142 - mmaction - INFO - Epoch [198][680/1253] lr: 3.763e-02, eta: 1 day, 0:38:04, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.5268, top5_acc: 0.7516, loss_cls: 2.0667, loss: 2.0667, grad_norm: 2.7366 2020-07-20 09:13:43,261 - mmaction - INFO - Epoch [198][700/1253] lr: 3.763e-02, eta: 1 day, 0:37:39, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.5258, top5_acc: 0.7635, loss_cls: 2.0405, loss: 2.0405, grad_norm: 2.7667 2020-07-20 09:14:04,406 - mmaction - INFO - Epoch [198][720/1253] lr: 3.763e-02, eta: 1 day, 0:37:13, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.5432, top5_acc: 0.7688, loss_cls: 1.9978, loss: 1.9978, grad_norm: 2.7071 2020-07-20 09:14:26,219 - mmaction - INFO - Epoch [198][740/1253] lr: 3.763e-02, eta: 1 day, 0:36:48, time: 1.091, data_time: 0.002, memory: 9059, top1_acc: 0.5276, top5_acc: 0.7497, loss_cls: 2.0685, loss: 2.0685, grad_norm: 2.7332 2020-07-20 09:14:48,066 - mmaction - INFO - Epoch [198][760/1253] lr: 3.763e-02, eta: 1 day, 0:36:23, time: 1.090, data_time: 0.002, memory: 9059, top1_acc: 0.5260, top5_acc: 0.7549, loss_cls: 2.0532, loss: 2.0532, grad_norm: 2.8248 2020-07-20 09:15:09,500 - mmaction - INFO - Epoch [198][780/1253] lr: 3.763e-02, eta: 1 day, 0:35:58, time: 1.076, data_time: 0.005, memory: 9059, top1_acc: 0.5266, top5_acc: 0.7516, loss_cls: 2.0709, loss: 2.0709, grad_norm: 2.8007 2020-07-20 09:15:31,272 - mmaction - INFO - Epoch [198][800/1253] lr: 3.763e-02, eta: 1 day, 0:35:32, time: 1.089, data_time: 0.001, memory: 9059, top1_acc: 0.5190, top5_acc: 0.7453, loss_cls: 2.0864, loss: 2.0864, grad_norm: 2.7273 2020-07-20 09:15:52,469 - mmaction - INFO - Epoch [198][820/1253] lr: 3.763e-02, eta: 1 day, 0:35:07, time: 1.058, data_time: 0.001, memory: 9059, top1_acc: 0.5388, top5_acc: 0.7622, loss_cls: 1.9984, loss: 1.9984, grad_norm: 2.6727 2020-07-20 09:16:14,001 - mmaction - INFO - Epoch [198][840/1253] lr: 3.763e-02, eta: 1 day, 0:34:42, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.5279, top5_acc: 0.7534, loss_cls: 2.0437, loss: 2.0437, grad_norm: 2.8155 2020-07-20 09:16:35,354 - mmaction - INFO - Epoch [198][860/1253] lr: 3.763e-02, eta: 1 day, 0:34:16, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5130, top5_acc: 0.7542, loss_cls: 2.0946, loss: 2.0946, grad_norm: 2.8251 2020-07-20 09:16:56,589 - mmaction - INFO - Epoch [198][880/1253] lr: 3.763e-02, eta: 1 day, 0:33:51, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5336, top5_acc: 0.7669, loss_cls: 2.0178, loss: 2.0178, grad_norm: 2.7866 2020-07-20 09:17:17,822 - mmaction - INFO - Epoch [198][900/1253] lr: 3.763e-02, eta: 1 day, 0:33:25, time: 1.061, data_time: 0.001, memory: 9059, top1_acc: 0.5299, top5_acc: 0.7458, loss_cls: 2.0776, loss: 2.0776, grad_norm: 2.7867 2020-07-20 09:17:39,051 - mmaction - INFO - Epoch [198][920/1253] lr: 3.763e-02, eta: 1 day, 0:33:00, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5349, top5_acc: 0.7529, loss_cls: 2.0426, loss: 2.0426, grad_norm: 2.7340 2020-07-20 09:18:02,159 - mmaction - INFO - Epoch [198][940/1253] lr: 3.763e-02, eta: 1 day, 0:32:35, time: 1.154, data_time: 0.011, memory: 9059, top1_acc: 0.5224, top5_acc: 0.7505, loss_cls: 2.0979, loss: 2.0979, grad_norm: 2.7575 2020-07-20 09:18:23,520 - mmaction - INFO - Epoch [198][960/1253] lr: 3.763e-02, eta: 1 day, 0:32:10, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5305, top5_acc: 0.7674, loss_cls: 1.9772, loss: 1.9772, grad_norm: 2.6694 2020-07-20 09:18:44,829 - mmaction - INFO - Epoch [198][980/1253] lr: 3.763e-02, eta: 1 day, 0:31:44, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.5344, top5_acc: 0.7505, loss_cls: 2.0246, loss: 2.0246, grad_norm: 2.7135 2020-07-20 09:19:05,995 - mmaction - INFO - Epoch [198][1000/1253] lr: 3.763e-02, eta: 1 day, 0:31:19, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.5289, top5_acc: 0.7578, loss_cls: 2.0314, loss: 2.0314, grad_norm: 2.7295 2020-07-20 09:19:27,310 - mmaction - INFO - Epoch [198][1020/1253] lr: 3.763e-02, eta: 1 day, 0:30:54, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.5258, top5_acc: 0.7497, loss_cls: 2.0986, loss: 2.0986, grad_norm: 2.8216 2020-07-20 09:19:48,485 - mmaction - INFO - Epoch [198][1040/1253] lr: 3.763e-02, eta: 1 day, 0:30:28, time: 1.058, data_time: 0.001, memory: 9059, top1_acc: 0.5193, top5_acc: 0.7534, loss_cls: 2.1111, loss: 2.1111, grad_norm: 2.7573 2020-07-20 09:20:09,688 - mmaction - INFO - Epoch [198][1060/1253] lr: 3.763e-02, eta: 1 day, 0:30:03, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5313, top5_acc: 0.7573, loss_cls: 2.0612, loss: 2.0612, grad_norm: 2.6887 2020-07-20 09:20:30,885 - mmaction - INFO - Epoch [198][1080/1253] lr: 3.763e-02, eta: 1 day, 0:29:37, time: 1.059, data_time: 0.001, memory: 9059, top1_acc: 0.5151, top5_acc: 0.7453, loss_cls: 2.1155, loss: 2.1155, grad_norm: 2.7834 2020-07-20 09:20:52,299 - mmaction - INFO - Epoch [198][1100/1253] lr: 3.763e-02, eta: 1 day, 0:29:12, time: 1.071, data_time: 0.001, memory: 9059, top1_acc: 0.5240, top5_acc: 0.7526, loss_cls: 2.0842, loss: 2.0842, grad_norm: 2.7922 2020-07-20 09:21:13,615 - mmaction - INFO - Epoch [198][1120/1253] lr: 3.763e-02, eta: 1 day, 0:28:46, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5352, top5_acc: 0.7625, loss_cls: 2.0160, loss: 2.0160, grad_norm: 2.6778 2020-07-20 09:21:34,746 - mmaction - INFO - Epoch [198][1140/1253] lr: 3.763e-02, eta: 1 day, 0:28:21, time: 1.057, data_time: 0.003, memory: 9059, top1_acc: 0.5201, top5_acc: 0.7497, loss_cls: 2.0912, loss: 2.0912, grad_norm: 2.7867 2020-07-20 09:21:56,443 - mmaction - INFO - Epoch [198][1160/1253] lr: 3.763e-02, eta: 1 day, 0:27:56, time: 1.085, data_time: 0.013, memory: 9059, top1_acc: 0.5164, top5_acc: 0.7482, loss_cls: 2.0792, loss: 2.0792, grad_norm: 2.7678 2020-07-20 09:22:17,938 - mmaction - INFO - Epoch [198][1180/1253] lr: 3.763e-02, eta: 1 day, 0:27:30, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.5398, top5_acc: 0.7682, loss_cls: 2.0082, loss: 2.0082, grad_norm: 2.7501 2020-07-20 09:22:39,887 - mmaction - INFO - Epoch [198][1200/1253] lr: 3.763e-02, eta: 1 day, 0:27:05, time: 1.098, data_time: 0.002, memory: 9059, top1_acc: 0.5266, top5_acc: 0.7557, loss_cls: 2.0466, loss: 2.0466, grad_norm: 2.7777 2020-07-20 09:23:02,113 - mmaction - INFO - Epoch [198][1220/1253] lr: 3.763e-02, eta: 1 day, 0:26:40, time: 1.111, data_time: 0.001, memory: 9059, top1_acc: 0.5266, top5_acc: 0.7484, loss_cls: 2.0764, loss: 2.0764, grad_norm: 2.7423 2020-07-20 09:23:23,341 - mmaction - INFO - Epoch [198][1240/1253] lr: 3.763e-02, eta: 1 day, 0:26:15, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5216, top5_acc: 0.7487, loss_cls: 2.0723, loss: 2.0723, grad_norm: 2.7592 2020-07-20 09:26:36,770 - mmaction - INFO - Epoch [199][20/1253] lr: 3.642e-02, eta: 1 day, 0:26:30, time: 8.695, data_time: 7.561, memory: 9059, top1_acc: 0.5396, top5_acc: 0.7612, loss_cls: 2.0321, loss: 2.0321, grad_norm: 2.6679 2020-07-20 09:26:58,418 - mmaction - INFO - Epoch [199][40/1253] lr: 3.642e-02, eta: 1 day, 0:26:04, time: 1.082, data_time: 0.016, memory: 9059, top1_acc: 0.5328, top5_acc: 0.7688, loss_cls: 1.9907, loss: 1.9907, grad_norm: 2.7320 2020-07-20 09:27:19,880 - mmaction - INFO - Epoch [199][60/1253] lr: 3.642e-02, eta: 1 day, 0:25:39, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.5089, top5_acc: 0.7424, loss_cls: 2.1111, loss: 2.1111, grad_norm: 2.8118 2020-07-20 09:27:41,263 - mmaction - INFO - Epoch [199][80/1253] lr: 3.642e-02, eta: 1 day, 0:25:14, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.5271, top5_acc: 0.7617, loss_cls: 2.0524, loss: 2.0524, grad_norm: 2.7134 2020-07-20 09:28:02,530 - mmaction - INFO - Epoch [199][100/1253] lr: 3.642e-02, eta: 1 day, 0:24:48, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5331, top5_acc: 0.7589, loss_cls: 2.0310, loss: 2.0310, grad_norm: 2.7144 2020-07-20 09:28:23,931 - mmaction - INFO - Epoch [199][120/1253] lr: 3.642e-02, eta: 1 day, 0:24:23, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.5326, top5_acc: 0.7578, loss_cls: 2.0402, loss: 2.0402, grad_norm: 2.7525 2020-07-20 09:28:45,454 - mmaction - INFO - Epoch [199][140/1253] lr: 3.642e-02, eta: 1 day, 0:23:57, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.5365, top5_acc: 0.7643, loss_cls: 1.9869, loss: 1.9869, grad_norm: 2.7230 2020-07-20 09:29:06,817 - mmaction - INFO - Epoch [199][160/1253] lr: 3.642e-02, eta: 1 day, 0:23:32, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.5328, top5_acc: 0.7617, loss_cls: 2.0201, loss: 2.0201, grad_norm: 2.7360 2020-07-20 09:29:27,983 - mmaction - INFO - Epoch [199][180/1253] lr: 3.642e-02, eta: 1 day, 0:23:07, time: 1.059, data_time: 0.003, memory: 9059, top1_acc: 0.5279, top5_acc: 0.7539, loss_cls: 2.0436, loss: 2.0436, grad_norm: 2.7389 2020-07-20 09:29:49,246 - mmaction - INFO - Epoch [199][200/1253] lr: 3.642e-02, eta: 1 day, 0:22:41, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5310, top5_acc: 0.7688, loss_cls: 1.9963, loss: 1.9963, grad_norm: 2.7924 2020-07-20 09:30:11,437 - mmaction - INFO - Epoch [199][220/1253] lr: 3.642e-02, eta: 1 day, 0:22:16, time: 1.110, data_time: 0.002, memory: 9059, top1_acc: 0.5190, top5_acc: 0.7508, loss_cls: 2.1089, loss: 2.1089, grad_norm: 2.7461 2020-07-20 09:30:32,691 - mmaction - INFO - Epoch [199][240/1253] lr: 3.642e-02, eta: 1 day, 0:21:51, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5333, top5_acc: 0.7711, loss_cls: 1.9913, loss: 1.9913, grad_norm: 2.7501 2020-07-20 09:30:54,391 - mmaction - INFO - Epoch [199][260/1253] lr: 3.642e-02, eta: 1 day, 0:21:26, time: 1.083, data_time: 0.001, memory: 9059, top1_acc: 0.5383, top5_acc: 0.7576, loss_cls: 2.0173, loss: 2.0173, grad_norm: 2.7471 2020-07-20 09:31:16,300 - mmaction - INFO - Epoch [199][280/1253] lr: 3.642e-02, eta: 1 day, 0:21:00, time: 1.097, data_time: 0.003, memory: 9059, top1_acc: 0.5305, top5_acc: 0.7609, loss_cls: 2.0093, loss: 2.0093, grad_norm: 2.7552 2020-07-20 09:31:37,551 - mmaction - INFO - Epoch [199][300/1253] lr: 3.642e-02, eta: 1 day, 0:20:35, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5388, top5_acc: 0.7583, loss_cls: 2.0303, loss: 2.0303, grad_norm: 2.7477 2020-07-20 09:31:58,920 - mmaction - INFO - Epoch [199][320/1253] lr: 3.642e-02, eta: 1 day, 0:20:10, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.5305, top5_acc: 0.7557, loss_cls: 2.0437, loss: 2.0437, grad_norm: 2.7253 2020-07-20 09:32:20,833 - mmaction - INFO - Epoch [199][340/1253] lr: 3.642e-02, eta: 1 day, 0:19:44, time: 1.093, data_time: 0.005, memory: 9059, top1_acc: 0.5352, top5_acc: 0.7622, loss_cls: 1.9996, loss: 1.9996, grad_norm: 2.7372 2020-07-20 09:32:42,880 - mmaction - INFO - Epoch [199][360/1253] lr: 3.642e-02, eta: 1 day, 0:19:19, time: 1.106, data_time: 0.005, memory: 9059, top1_acc: 0.5443, top5_acc: 0.7612, loss_cls: 1.9948, loss: 1.9948, grad_norm: 2.7337 2020-07-20 09:33:05,163 - mmaction - INFO - Epoch [199][380/1253] lr: 3.642e-02, eta: 1 day, 0:18:54, time: 1.114, data_time: 0.002, memory: 9059, top1_acc: 0.5247, top5_acc: 0.7573, loss_cls: 2.0375, loss: 2.0375, grad_norm: 2.8016 2020-07-20 09:33:26,506 - mmaction - INFO - Epoch [199][400/1253] lr: 3.642e-02, eta: 1 day, 0:18:29, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5305, top5_acc: 0.7648, loss_cls: 2.0034, loss: 2.0034, grad_norm: 2.7717 2020-07-20 09:33:47,747 - mmaction - INFO - Epoch [199][420/1253] lr: 3.642e-02, eta: 1 day, 0:18:04, time: 1.065, data_time: 0.006, memory: 9059, top1_acc: 0.5336, top5_acc: 0.7573, loss_cls: 2.0241, loss: 2.0241, grad_norm: 2.7152 2020-07-20 09:34:09,156 - mmaction - INFO - Epoch [199][440/1253] lr: 3.642e-02, eta: 1 day, 0:17:38, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.5396, top5_acc: 0.7568, loss_cls: 2.0518, loss: 2.0518, grad_norm: 2.7787 2020-07-20 09:34:30,263 - mmaction - INFO - Epoch [199][460/1253] lr: 3.642e-02, eta: 1 day, 0:17:13, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.5307, top5_acc: 0.7617, loss_cls: 2.0607, loss: 2.0607, grad_norm: 2.7718 2020-07-20 09:34:51,412 - mmaction - INFO - Epoch [199][480/1253] lr: 3.642e-02, eta: 1 day, 0:16:47, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.5281, top5_acc: 0.7466, loss_cls: 2.0569, loss: 2.0569, grad_norm: 2.7999 2020-07-20 09:35:12,585 - mmaction - INFO - Epoch [199][500/1253] lr: 3.642e-02, eta: 1 day, 0:16:22, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.5411, top5_acc: 0.7641, loss_cls: 1.9961, loss: 1.9961, grad_norm: 2.7588 2020-07-20 09:35:33,876 - mmaction - INFO - Epoch [199][520/1253] lr: 3.642e-02, eta: 1 day, 0:15:56, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5341, top5_acc: 0.7529, loss_cls: 2.0392, loss: 2.0392, grad_norm: 2.8290 2020-07-20 09:35:55,195 - mmaction - INFO - Epoch [199][540/1253] lr: 3.642e-02, eta: 1 day, 0:15:31, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.5393, top5_acc: 0.7568, loss_cls: 2.0420, loss: 2.0420, grad_norm: 2.7088 2020-07-20 09:36:17,205 - mmaction - INFO - Epoch [199][560/1253] lr: 3.642e-02, eta: 1 day, 0:15:06, time: 1.099, data_time: 0.002, memory: 9059, top1_acc: 0.5250, top5_acc: 0.7544, loss_cls: 2.0445, loss: 2.0445, grad_norm: 2.7640 2020-07-20 09:36:39,383 - mmaction - INFO - Epoch [199][580/1253] lr: 3.642e-02, eta: 1 day, 0:14:41, time: 1.110, data_time: 0.003, memory: 9059, top1_acc: 0.5357, top5_acc: 0.7539, loss_cls: 2.0315, loss: 2.0315, grad_norm: 2.7705 2020-07-20 09:37:00,707 - mmaction - INFO - Epoch [199][600/1253] lr: 3.642e-02, eta: 1 day, 0:14:15, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.5297, top5_acc: 0.7615, loss_cls: 1.9970, loss: 1.9970, grad_norm: 2.7651 2020-07-20 09:37:21,942 - mmaction - INFO - Epoch [199][620/1253] lr: 3.642e-02, eta: 1 day, 0:13:50, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5336, top5_acc: 0.7630, loss_cls: 2.0203, loss: 2.0203, grad_norm: 2.7936 2020-07-20 09:37:43,246 - mmaction - INFO - Epoch [199][640/1253] lr: 3.642e-02, eta: 1 day, 0:13:25, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5339, top5_acc: 0.7591, loss_cls: 2.0226, loss: 2.0226, grad_norm: 2.7878 2020-07-20 09:38:05,796 - mmaction - INFO - Epoch [199][660/1253] lr: 3.642e-02, eta: 1 day, 0:13:00, time: 1.128, data_time: 0.003, memory: 9059, top1_acc: 0.5346, top5_acc: 0.7706, loss_cls: 1.9918, loss: 1.9918, grad_norm: 2.8026 2020-07-20 09:38:27,218 - mmaction - INFO - Epoch [199][680/1253] lr: 3.642e-02, eta: 1 day, 0:12:34, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.5266, top5_acc: 0.7560, loss_cls: 2.0632, loss: 2.0632, grad_norm: 2.7918 2020-07-20 09:38:48,575 - mmaction - INFO - Epoch [199][700/1253] lr: 3.642e-02, eta: 1 day, 0:12:09, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5260, top5_acc: 0.7589, loss_cls: 2.0706, loss: 2.0706, grad_norm: 2.8043 2020-07-20 09:39:09,885 - mmaction - INFO - Epoch [199][720/1253] lr: 3.642e-02, eta: 1 day, 0:11:44, time: 1.070, data_time: 0.009, memory: 9059, top1_acc: 0.5219, top5_acc: 0.7612, loss_cls: 2.0404, loss: 2.0404, grad_norm: 2.8305 2020-07-20 09:39:32,099 - mmaction - INFO - Epoch [199][740/1253] lr: 3.642e-02, eta: 1 day, 0:11:19, time: 1.111, data_time: 0.002, memory: 9059, top1_acc: 0.5229, top5_acc: 0.7612, loss_cls: 2.0422, loss: 2.0422, grad_norm: 2.7528 2020-07-20 09:39:53,417 - mmaction - INFO - Epoch [199][760/1253] lr: 3.642e-02, eta: 1 day, 0:10:53, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5276, top5_acc: 0.7484, loss_cls: 2.0757, loss: 2.0757, grad_norm: 2.7578 2020-07-20 09:40:15,523 - mmaction - INFO - Epoch [199][780/1253] lr: 3.642e-02, eta: 1 day, 0:10:28, time: 1.107, data_time: 0.010, memory: 9059, top1_acc: 0.5305, top5_acc: 0.7565, loss_cls: 2.0443, loss: 2.0443, grad_norm: 2.7683 2020-07-20 09:40:36,729 - mmaction - INFO - Epoch [199][800/1253] lr: 3.642e-02, eta: 1 day, 0:10:03, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.5221, top5_acc: 0.7424, loss_cls: 2.1050, loss: 2.1050, grad_norm: 2.7793 2020-07-20 09:40:57,957 - mmaction - INFO - Epoch [199][820/1253] lr: 3.642e-02, eta: 1 day, 0:09:37, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5406, top5_acc: 0.7630, loss_cls: 2.0308, loss: 2.0308, grad_norm: 2.7416 2020-07-20 09:41:19,265 - mmaction - INFO - Epoch [199][840/1253] lr: 3.642e-02, eta: 1 day, 0:09:12, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.5185, top5_acc: 0.7531, loss_cls: 2.0810, loss: 2.0810, grad_norm: 2.8354 2020-07-20 09:41:40,787 - mmaction - INFO - Epoch [199][860/1253] lr: 3.642e-02, eta: 1 day, 0:08:47, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.5190, top5_acc: 0.7474, loss_cls: 2.0944, loss: 2.0944, grad_norm: 2.7585 2020-07-20 09:42:02,379 - mmaction - INFO - Epoch [199][880/1253] lr: 3.642e-02, eta: 1 day, 0:08:22, time: 1.079, data_time: 0.001, memory: 9059, top1_acc: 0.5221, top5_acc: 0.7568, loss_cls: 2.0424, loss: 2.0424, grad_norm: 2.7854 2020-07-20 09:42:23,616 - mmaction - INFO - Epoch [199][900/1253] lr: 3.642e-02, eta: 1 day, 0:07:56, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5172, top5_acc: 0.7513, loss_cls: 2.0789, loss: 2.0789, grad_norm: 2.7833 2020-07-20 09:42:44,930 - mmaction - INFO - Epoch [199][920/1253] lr: 3.642e-02, eta: 1 day, 0:07:31, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.5362, top5_acc: 0.7622, loss_cls: 2.0350, loss: 2.0350, grad_norm: 2.7121 2020-07-20 09:43:06,368 - mmaction - INFO - Epoch [199][940/1253] lr: 3.642e-02, eta: 1 day, 0:07:05, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.5411, top5_acc: 0.7602, loss_cls: 1.9864, loss: 1.9864, grad_norm: 2.7521 2020-07-20 09:43:27,642 - mmaction - INFO - Epoch [199][960/1253] lr: 3.642e-02, eta: 1 day, 0:06:40, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5302, top5_acc: 0.7596, loss_cls: 2.0359, loss: 2.0359, grad_norm: 2.8030 2020-07-20 09:43:48,765 - mmaction - INFO - Epoch [199][980/1253] lr: 3.642e-02, eta: 1 day, 0:06:15, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.5229, top5_acc: 0.7576, loss_cls: 2.0694, loss: 2.0694, grad_norm: 2.7625 2020-07-20 09:44:09,921 - mmaction - INFO - Epoch [199][1000/1253] lr: 3.642e-02, eta: 1 day, 0:05:49, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.5214, top5_acc: 0.7518, loss_cls: 2.0820, loss: 2.0820, grad_norm: 2.8575 2020-07-20 09:44:31,825 - mmaction - INFO - Epoch [199][1020/1253] lr: 3.642e-02, eta: 1 day, 0:05:24, time: 1.094, data_time: 0.002, memory: 9059, top1_acc: 0.5299, top5_acc: 0.7544, loss_cls: 2.0740, loss: 2.0740, grad_norm: 2.7837 2020-07-20 09:44:53,276 - mmaction - INFO - Epoch [199][1040/1253] lr: 3.642e-02, eta: 1 day, 0:04:59, time: 1.073, data_time: 0.003, memory: 9059, top1_acc: 0.5297, top5_acc: 0.7674, loss_cls: 2.0154, loss: 2.0154, grad_norm: 2.7140 2020-07-20 09:45:15,146 - mmaction - INFO - Epoch [199][1060/1253] lr: 3.642e-02, eta: 1 day, 0:04:34, time: 1.093, data_time: 0.002, memory: 9059, top1_acc: 0.5151, top5_acc: 0.7508, loss_cls: 2.0767, loss: 2.0767, grad_norm: 2.8161 2020-07-20 09:45:36,438 - mmaction - INFO - Epoch [199][1080/1253] lr: 3.642e-02, eta: 1 day, 0:04:08, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5302, top5_acc: 0.7570, loss_cls: 2.0591, loss: 2.0591, grad_norm: 2.8240 2020-07-20 09:45:57,804 - mmaction - INFO - Epoch [199][1100/1253] lr: 3.642e-02, eta: 1 day, 0:03:43, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.5380, top5_acc: 0.7534, loss_cls: 2.0435, loss: 2.0435, grad_norm: 2.7620 2020-07-20 09:46:19,304 - mmaction - INFO - Epoch [199][1120/1253] lr: 3.642e-02, eta: 1 day, 0:03:18, time: 1.074, data_time: 0.001, memory: 9059, top1_acc: 0.5255, top5_acc: 0.7547, loss_cls: 2.0631, loss: 2.0631, grad_norm: 2.7982 2020-07-20 09:46:40,538 - mmaction - INFO - Epoch [199][1140/1253] lr: 3.642e-02, eta: 1 day, 0:02:52, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5247, top5_acc: 0.7534, loss_cls: 2.0734, loss: 2.0734, grad_norm: 2.7557 2020-07-20 09:47:01,547 - mmaction - INFO - Epoch [199][1160/1253] lr: 3.642e-02, eta: 1 day, 0:02:27, time: 1.050, data_time: 0.002, memory: 9059, top1_acc: 0.5385, top5_acc: 0.7526, loss_cls: 2.0311, loss: 2.0311, grad_norm: 2.7453 2020-07-20 09:47:23,943 - mmaction - INFO - Epoch [199][1180/1253] lr: 3.642e-02, eta: 1 day, 0:02:02, time: 1.118, data_time: 0.002, memory: 9059, top1_acc: 0.5323, top5_acc: 0.7570, loss_cls: 2.0700, loss: 2.0700, grad_norm: 2.8163 2020-07-20 09:47:45,213 - mmaction - INFO - Epoch [199][1200/1253] lr: 3.642e-02, eta: 1 day, 0:01:36, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.5221, top5_acc: 0.7531, loss_cls: 2.0731, loss: 2.0731, grad_norm: 2.7763 2020-07-20 09:48:06,577 - mmaction - INFO - Epoch [199][1220/1253] lr: 3.642e-02, eta: 1 day, 0:01:11, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.5190, top5_acc: 0.7492, loss_cls: 2.1065, loss: 2.1065, grad_norm: 2.7956 2020-07-20 09:48:28,005 - mmaction - INFO - Epoch [199][1240/1253] lr: 3.642e-02, eta: 1 day, 0:00:46, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.5393, top5_acc: 0.7792, loss_cls: 1.9660, loss: 1.9660, grad_norm: 2.7421 2020-07-20 09:51:25,936 - mmaction - INFO - Epoch [200][20/1253] lr: 3.522e-02, eta: 1 day, 0:00:54, time: 8.016, data_time: 6.850, memory: 9059, top1_acc: 0.5427, top5_acc: 0.7586, loss_cls: 2.0096, loss: 2.0096, grad_norm: 2.7561 2020-07-20 09:51:47,812 - mmaction - INFO - Epoch [200][40/1253] lr: 3.522e-02, eta: 1 day, 0:00:29, time: 1.093, data_time: 0.002, memory: 9059, top1_acc: 0.5242, top5_acc: 0.7456, loss_cls: 2.0622, loss: 2.0622, grad_norm: 2.7527 2020-07-20 09:52:08,898 - mmaction - INFO - Epoch [200][60/1253] lr: 3.522e-02, eta: 1 day, 0:00:03, time: 1.055, data_time: 0.002, memory: 9059, top1_acc: 0.5409, top5_acc: 0.7708, loss_cls: 1.9923, loss: 1.9923, grad_norm: 2.7288 2020-07-20 09:52:30,361 - mmaction - INFO - Epoch [200][80/1253] lr: 3.522e-02, eta: 23:59:38, time: 1.072, data_time: 0.001, memory: 9059, top1_acc: 0.5315, top5_acc: 0.7490, loss_cls: 2.0532, loss: 2.0532, grad_norm: 2.8031 2020-07-20 09:52:51,605 - mmaction - INFO - Epoch [200][100/1253] lr: 3.522e-02, eta: 23:59:12, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5456, top5_acc: 0.7810, loss_cls: 1.9569, loss: 1.9569, grad_norm: 2.7366 2020-07-20 09:53:13,042 - mmaction - INFO - Epoch [200][120/1253] lr: 3.522e-02, eta: 23:58:47, time: 1.071, data_time: 0.003, memory: 9059, top1_acc: 0.5156, top5_acc: 0.7526, loss_cls: 2.0619, loss: 2.0619, grad_norm: 2.8375 2020-07-20 09:53:34,345 - mmaction - INFO - Epoch [200][140/1253] lr: 3.522e-02, eta: 23:58:22, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5539, top5_acc: 0.7781, loss_cls: 1.9288, loss: 1.9288, grad_norm: 2.7211 2020-07-20 09:53:55,955 - mmaction - INFO - Epoch [200][160/1253] lr: 3.522e-02, eta: 23:57:57, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.5310, top5_acc: 0.7492, loss_cls: 2.0459, loss: 2.0459, grad_norm: 2.8061 2020-07-20 09:54:18,024 - mmaction - INFO - Epoch [200][180/1253] lr: 3.522e-02, eta: 23:57:31, time: 1.103, data_time: 0.002, memory: 9059, top1_acc: 0.5401, top5_acc: 0.7628, loss_cls: 1.9964, loss: 1.9964, grad_norm: 2.7738 2020-07-20 09:54:40,242 - mmaction - INFO - Epoch [200][200/1253] lr: 3.522e-02, eta: 23:57:06, time: 1.111, data_time: 0.002, memory: 9059, top1_acc: 0.5474, top5_acc: 0.7664, loss_cls: 1.9734, loss: 1.9734, grad_norm: 2.6851 2020-07-20 09:55:01,733 - mmaction - INFO - Epoch [200][220/1253] lr: 3.522e-02, eta: 23:56:41, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.5388, top5_acc: 0.7651, loss_cls: 1.9991, loss: 1.9991, grad_norm: 2.7720 2020-07-20 09:55:23,144 - mmaction - INFO - Epoch [200][240/1253] lr: 3.522e-02, eta: 23:56:16, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.5414, top5_acc: 0.7615, loss_cls: 1.9997, loss: 1.9997, grad_norm: 2.8444 2020-07-20 09:55:45,481 - mmaction - INFO - Epoch [200][260/1253] lr: 3.522e-02, eta: 23:55:51, time: 1.117, data_time: 0.043, memory: 9059, top1_acc: 0.5294, top5_acc: 0.7589, loss_cls: 2.0298, loss: 2.0298, grad_norm: 2.8361 2020-07-20 09:56:06,713 - mmaction - INFO - Epoch [200][280/1253] lr: 3.522e-02, eta: 23:55:26, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5286, top5_acc: 0.7563, loss_cls: 2.0467, loss: 2.0467, grad_norm: 2.7395 2020-07-20 09:56:28,320 - mmaction - INFO - Epoch [200][300/1253] lr: 3.522e-02, eta: 23:55:00, time: 1.080, data_time: 0.001, memory: 9059, top1_acc: 0.5271, top5_acc: 0.7669, loss_cls: 2.0413, loss: 2.0413, grad_norm: 2.7463 2020-07-20 09:56:49,788 - mmaction - INFO - Epoch [200][320/1253] lr: 3.522e-02, eta: 23:54:35, time: 1.073, data_time: 0.008, memory: 9059, top1_acc: 0.5258, top5_acc: 0.7648, loss_cls: 2.0025, loss: 2.0025, grad_norm: 2.7717 2020-07-20 09:57:11,014 - mmaction - INFO - Epoch [200][340/1253] lr: 3.522e-02, eta: 23:54:10, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5292, top5_acc: 0.7617, loss_cls: 2.0273, loss: 2.0273, grad_norm: 2.8406 2020-07-20 09:57:32,261 - mmaction - INFO - Epoch [200][360/1253] lr: 3.522e-02, eta: 23:53:44, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.5299, top5_acc: 0.7547, loss_cls: 2.0363, loss: 2.0363, grad_norm: 2.7637 2020-07-20 09:57:53,573 - mmaction - INFO - Epoch [200][380/1253] lr: 3.522e-02, eta: 23:53:19, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5281, top5_acc: 0.7594, loss_cls: 2.0215, loss: 2.0215, grad_norm: 2.7751 2020-07-20 09:58:15,158 - mmaction - INFO - Epoch [200][400/1253] lr: 3.522e-02, eta: 23:52:54, time: 1.079, data_time: 0.008, memory: 9059, top1_acc: 0.5367, top5_acc: 0.7677, loss_cls: 2.0075, loss: 2.0075, grad_norm: 2.8046 2020-07-20 09:58:36,360 - mmaction - INFO - Epoch [200][420/1253] lr: 3.522e-02, eta: 23:52:28, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.5253, top5_acc: 0.7568, loss_cls: 2.0485, loss: 2.0485, grad_norm: 2.7612 2020-07-20 09:58:57,746 - mmaction - INFO - Epoch [200][440/1253] lr: 3.522e-02, eta: 23:52:03, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.5320, top5_acc: 0.7505, loss_cls: 2.0436, loss: 2.0436, grad_norm: 2.7747 2020-07-20 09:59:19,120 - mmaction - INFO - Epoch [200][460/1253] lr: 3.522e-02, eta: 23:51:38, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5315, top5_acc: 0.7661, loss_cls: 2.0152, loss: 2.0152, grad_norm: 2.8453 2020-07-20 09:59:40,282 - mmaction - INFO - Epoch [200][480/1253] lr: 3.522e-02, eta: 23:51:12, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.5146, top5_acc: 0.7495, loss_cls: 2.1132, loss: 2.1132, grad_norm: 2.8366 2020-07-20 10:00:02,939 - mmaction - INFO - Epoch [200][500/1253] lr: 3.522e-02, eta: 23:50:47, time: 1.098, data_time: 0.002, memory: 9059, top1_acc: 0.5521, top5_acc: 0.7633, loss_cls: 1.9857, loss: 1.9857, grad_norm: 2.7664 2020-07-20 10:00:33,206 - mmaction - INFO - Epoch [200][520/1253] lr: 3.522e-02, eta: 23:50:25, time: 1.544, data_time: 0.037, memory: 9059, top1_acc: 0.5346, top5_acc: 0.7664, loss_cls: 1.9885, loss: 1.9885, grad_norm: 2.8602 2020-07-20 10:00:54,707 - mmaction - INFO - Epoch [200][540/1253] lr: 3.522e-02, eta: 23:50:00, time: 1.080, data_time: 0.013, memory: 9059, top1_acc: 0.5310, top5_acc: 0.7596, loss_cls: 2.0404, loss: 2.0404, grad_norm: 2.8754 2020-07-20 10:01:16,808 - mmaction - INFO - Epoch [200][560/1253] lr: 3.522e-02, eta: 23:49:35, time: 1.105, data_time: 0.002, memory: 9059, top1_acc: 0.5372, top5_acc: 0.7638, loss_cls: 2.0137, loss: 2.0137, grad_norm: 2.7860 2020-07-20 10:01:38,207 - mmaction - INFO - Epoch [200][580/1253] lr: 3.522e-02, eta: 23:49:10, time: 1.071, data_time: 0.004, memory: 9059, top1_acc: 0.5297, top5_acc: 0.7518, loss_cls: 2.0537, loss: 2.0537, grad_norm: 2.8278 2020-07-20 10:01:59,648 - mmaction - INFO - Epoch [200][600/1253] lr: 3.522e-02, eta: 23:48:45, time: 1.071, data_time: 0.001, memory: 9059, top1_acc: 0.5049, top5_acc: 0.7409, loss_cls: 2.1495, loss: 2.1495, grad_norm: 2.9031 2020-07-20 10:02:21,735 - mmaction - INFO - Epoch [200][620/1253] lr: 3.522e-02, eta: 23:48:19, time: 1.104, data_time: 0.002, memory: 9059, top1_acc: 0.5393, top5_acc: 0.7729, loss_cls: 1.9925, loss: 1.9925, grad_norm: 2.8137 2020-07-20 10:02:43,260 - mmaction - INFO - Epoch [200][640/1253] lr: 3.522e-02, eta: 23:47:54, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.5396, top5_acc: 0.7714, loss_cls: 1.9739, loss: 1.9739, grad_norm: 2.8728 2020-07-20 10:03:04,465 - mmaction - INFO - Epoch [200][660/1253] lr: 3.522e-02, eta: 23:47:29, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.5174, top5_acc: 0.7484, loss_cls: 2.0766, loss: 2.0766, grad_norm: 2.8596 2020-07-20 10:03:25,729 - mmaction - INFO - Epoch [200][680/1253] lr: 3.522e-02, eta: 23:47:03, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.5393, top5_acc: 0.7706, loss_cls: 1.9931, loss: 1.9931, grad_norm: 2.8428 2020-07-20 10:03:46,987 - mmaction - INFO - Epoch [200][700/1253] lr: 3.522e-02, eta: 23:46:38, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5396, top5_acc: 0.7633, loss_cls: 1.9940, loss: 1.9940, grad_norm: 2.8542 2020-07-20 10:04:09,126 - mmaction - INFO - Epoch [200][720/1253] lr: 3.522e-02, eta: 23:46:13, time: 1.107, data_time: 0.002, memory: 9059, top1_acc: 0.5409, top5_acc: 0.7664, loss_cls: 2.0232, loss: 2.0232, grad_norm: 2.8631 2020-07-20 10:04:30,452 - mmaction - INFO - Epoch [200][740/1253] lr: 3.522e-02, eta: 23:45:48, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5260, top5_acc: 0.7570, loss_cls: 2.0381, loss: 2.0381, grad_norm: 2.8387 2020-07-20 10:04:51,698 - mmaction - INFO - Epoch [200][760/1253] lr: 3.522e-02, eta: 23:45:22, time: 1.061, data_time: 0.001, memory: 9059, top1_acc: 0.5292, top5_acc: 0.7549, loss_cls: 2.0408, loss: 2.0408, grad_norm: 2.7797 2020-07-20 10:05:12,996 - mmaction - INFO - Epoch [200][780/1253] lr: 3.522e-02, eta: 23:44:57, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.5286, top5_acc: 0.7552, loss_cls: 2.0612, loss: 2.0612, grad_norm: 2.8106 2020-07-20 10:05:34,348 - mmaction - INFO - Epoch [200][800/1253] lr: 3.522e-02, eta: 23:44:32, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.5182, top5_acc: 0.7609, loss_cls: 2.0270, loss: 2.0270, grad_norm: 2.8429 2020-07-20 10:05:57,197 - mmaction - INFO - Epoch [200][820/1253] lr: 3.522e-02, eta: 23:44:07, time: 1.142, data_time: 0.002, memory: 9059, top1_acc: 0.5318, top5_acc: 0.7539, loss_cls: 2.0530, loss: 2.0530, grad_norm: 2.8023 2020-07-20 10:06:18,609 - mmaction - INFO - Epoch [200][840/1253] lr: 3.522e-02, eta: 23:43:42, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.5161, top5_acc: 0.7531, loss_cls: 2.0837, loss: 2.0837, grad_norm: 2.7936 2020-07-20 10:06:39,972 - mmaction - INFO - Epoch [200][860/1253] lr: 3.522e-02, eta: 23:43:16, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5310, top5_acc: 0.7549, loss_cls: 2.0338, loss: 2.0338, grad_norm: 2.8311 2020-07-20 10:07:01,216 - mmaction - INFO - Epoch [200][880/1253] lr: 3.522e-02, eta: 23:42:51, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.5289, top5_acc: 0.7604, loss_cls: 2.0454, loss: 2.0454, grad_norm: 2.8310 2020-07-20 10:07:23,043 - mmaction - INFO - Epoch [200][900/1253] lr: 3.522e-02, eta: 23:42:26, time: 1.092, data_time: 0.002, memory: 9059, top1_acc: 0.5341, top5_acc: 0.7625, loss_cls: 2.0501, loss: 2.0501, grad_norm: 2.7273 2020-07-20 10:07:44,781 - mmaction - INFO - Epoch [200][920/1253] lr: 3.522e-02, eta: 23:42:01, time: 1.087, data_time: 0.021, memory: 9059, top1_acc: 0.5266, top5_acc: 0.7469, loss_cls: 2.0799, loss: 2.0799, grad_norm: 2.8110 2020-07-20 10:08:05,947 - mmaction - INFO - Epoch [200][940/1253] lr: 3.522e-02, eta: 23:41:35, time: 1.058, data_time: 0.001, memory: 9059, top1_acc: 0.5177, top5_acc: 0.7438, loss_cls: 2.1213, loss: 2.1213, grad_norm: 2.8286 2020-07-20 10:08:27,326 - mmaction - INFO - Epoch [200][960/1253] lr: 3.522e-02, eta: 23:41:10, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.5326, top5_acc: 0.7497, loss_cls: 2.0856, loss: 2.0856, grad_norm: 2.7536 2020-07-20 10:08:48,918 - mmaction - INFO - Epoch [200][980/1253] lr: 3.522e-02, eta: 23:40:45, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.5307, top5_acc: 0.7565, loss_cls: 2.0628, loss: 2.0628, grad_norm: 2.8391 2020-07-20 10:09:10,108 - mmaction - INFO - Epoch [200][1000/1253] lr: 3.522e-02, eta: 23:40:19, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.5229, top5_acc: 0.7508, loss_cls: 2.0781, loss: 2.0781, grad_norm: 2.7997 2020-07-20 10:09:31,454 - mmaction - INFO - Epoch [200][1020/1253] lr: 3.522e-02, eta: 23:39:54, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.5560, top5_acc: 0.7654, loss_cls: 1.9661, loss: 1.9661, grad_norm: 2.7360 2020-07-20 10:09:53,192 - mmaction - INFO - Epoch [200][1040/1253] lr: 3.522e-02, eta: 23:39:29, time: 1.088, data_time: 0.015, memory: 9059, top1_acc: 0.5367, top5_acc: 0.7568, loss_cls: 1.9803, loss: 1.9803, grad_norm: 2.8381 2020-07-20 10:10:14,601 - mmaction - INFO - Epoch [200][1060/1253] lr: 3.522e-02, eta: 23:39:04, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.5362, top5_acc: 0.7581, loss_cls: 2.0279, loss: 2.0279, grad_norm: 2.8088 2020-07-20 10:10:35,755 - mmaction - INFO - Epoch [200][1080/1253] lr: 3.522e-02, eta: 23:38:38, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.5211, top5_acc: 0.7534, loss_cls: 2.0501, loss: 2.0501, grad_norm: 2.8280 2020-07-20 10:10:57,527 - mmaction - INFO - Epoch [200][1100/1253] lr: 3.522e-02, eta: 23:38:13, time: 1.089, data_time: 0.002, memory: 9059, top1_acc: 0.5323, top5_acc: 0.7573, loss_cls: 2.0393, loss: 2.0393, grad_norm: 2.8688 2020-07-20 10:11:18,982 - mmaction - INFO - Epoch [200][1120/1253] lr: 3.522e-02, eta: 23:37:48, time: 1.072, data_time: 0.006, memory: 9059, top1_acc: 0.5372, top5_acc: 0.7638, loss_cls: 2.0171, loss: 2.0171, grad_norm: 2.7817 2020-07-20 10:11:40,256 - mmaction - INFO - Epoch [200][1140/1253] lr: 3.522e-02, eta: 23:37:22, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5526, top5_acc: 0.7826, loss_cls: 1.9545, loss: 1.9545, grad_norm: 2.7243 2020-07-20 10:12:03,809 - mmaction - INFO - Epoch [200][1160/1253] lr: 3.522e-02, eta: 23:36:58, time: 1.169, data_time: 0.001, memory: 9059, top1_acc: 0.5188, top5_acc: 0.7422, loss_cls: 2.0914, loss: 2.0914, grad_norm: 2.8565 2020-07-20 10:12:25,253 - mmaction - INFO - Epoch [200][1180/1253] lr: 3.522e-02, eta: 23:36:33, time: 1.078, data_time: 0.010, memory: 9059, top1_acc: 0.5424, top5_acc: 0.7628, loss_cls: 2.0010, loss: 2.0010, grad_norm: 2.7667 2020-07-20 10:12:46,639 - mmaction - INFO - Epoch [200][1200/1253] lr: 3.522e-02, eta: 23:36:07, time: 1.071, data_time: 0.004, memory: 9059, top1_acc: 0.5297, top5_acc: 0.7620, loss_cls: 2.0443, loss: 2.0443, grad_norm: 2.8181 2020-07-20 10:13:07,790 - mmaction - INFO - Epoch [200][1220/1253] lr: 3.522e-02, eta: 23:35:42, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.5323, top5_acc: 0.7547, loss_cls: 2.0588, loss: 2.0588, grad_norm: 2.7777 2020-07-20 10:13:28,992 - mmaction - INFO - Epoch [200][1240/1253] lr: 3.522e-02, eta: 23:35:17, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.5305, top5_acc: 0.7479, loss_cls: 2.0460, loss: 2.0460, grad_norm: 2.8147 2020-07-20 10:13:50,277 - mmaction - INFO - Saving checkpoint at 200 epochs 2020-07-20 10:16:44,824 - mmaction - INFO - Epoch [201][20/1253] lr: 3.405e-02, eta: 23:35:28, time: 8.615, data_time: 7.268, memory: 9059, top1_acc: 0.5430, top5_acc: 0.7654, loss_cls: 1.9843, loss: 1.9843, grad_norm: 2.7631 2020-07-20 10:17:06,255 - mmaction - INFO - Epoch [201][40/1253] lr: 3.405e-02, eta: 23:35:03, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.5367, top5_acc: 0.7742, loss_cls: 1.9812, loss: 1.9812, grad_norm: 2.8229 2020-07-20 10:17:27,482 - mmaction - INFO - Epoch [201][60/1253] lr: 3.405e-02, eta: 23:34:37, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5362, top5_acc: 0.7615, loss_cls: 2.0095, loss: 2.0095, grad_norm: 2.8064 2020-07-20 10:17:48,697 - mmaction - INFO - Epoch [201][80/1253] lr: 3.405e-02, eta: 23:34:12, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5438, top5_acc: 0.7688, loss_cls: 1.9775, loss: 1.9775, grad_norm: 2.7612 2020-07-20 10:18:10,512 - mmaction - INFO - Epoch [201][100/1253] lr: 3.405e-02, eta: 23:33:47, time: 1.091, data_time: 0.017, memory: 9059, top1_acc: 0.5328, top5_acc: 0.7563, loss_cls: 2.0326, loss: 2.0326, grad_norm: 2.8099 2020-07-20 10:18:31,874 - mmaction - INFO - Epoch [201][120/1253] lr: 3.405e-02, eta: 23:33:22, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5424, top5_acc: 0.7656, loss_cls: 1.9804, loss: 1.9804, grad_norm: 2.8043 2020-07-20 10:18:54,761 - mmaction - INFO - Epoch [201][140/1253] lr: 3.405e-02, eta: 23:32:57, time: 1.145, data_time: 0.003, memory: 9059, top1_acc: 0.5359, top5_acc: 0.7641, loss_cls: 1.9953, loss: 1.9953, grad_norm: 2.8417 2020-07-20 10:19:16,577 - mmaction - INFO - Epoch [201][160/1253] lr: 3.405e-02, eta: 23:32:32, time: 1.091, data_time: 0.023, memory: 9059, top1_acc: 0.5438, top5_acc: 0.7677, loss_cls: 1.9671, loss: 1.9671, grad_norm: 2.7958 2020-07-20 10:19:38,045 - mmaction - INFO - Epoch [201][180/1253] lr: 3.405e-02, eta: 23:32:07, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.5346, top5_acc: 0.7547, loss_cls: 1.9924, loss: 1.9924, grad_norm: 2.8087 2020-07-20 10:19:59,566 - mmaction - INFO - Epoch [201][200/1253] lr: 3.405e-02, eta: 23:31:41, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.5266, top5_acc: 0.7609, loss_cls: 2.0119, loss: 2.0119, grad_norm: 2.8348 2020-07-20 10:20:20,791 - mmaction - INFO - Epoch [201][220/1253] lr: 3.405e-02, eta: 23:31:16, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5372, top5_acc: 0.7602, loss_cls: 2.0236, loss: 2.0236, grad_norm: 2.8066 2020-07-20 10:20:41,974 - mmaction - INFO - Epoch [201][240/1253] lr: 3.405e-02, eta: 23:30:51, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.5339, top5_acc: 0.7672, loss_cls: 1.9568, loss: 1.9568, grad_norm: 2.8050 2020-07-20 10:21:04,327 - mmaction - INFO - Epoch [201][260/1253] lr: 3.405e-02, eta: 23:30:26, time: 1.117, data_time: 0.010, memory: 9059, top1_acc: 0.5398, top5_acc: 0.7667, loss_cls: 1.9848, loss: 1.9848, grad_norm: 2.7506 2020-07-20 10:21:25,869 - mmaction - INFO - Epoch [201][280/1253] lr: 3.405e-02, eta: 23:30:00, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.5427, top5_acc: 0.7581, loss_cls: 2.0123, loss: 2.0123, grad_norm: 2.8305 2020-07-20 10:21:47,181 - mmaction - INFO - Epoch [201][300/1253] lr: 3.405e-02, eta: 23:29:35, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5393, top5_acc: 0.7539, loss_cls: 2.0462, loss: 2.0462, grad_norm: 2.8184 2020-07-20 10:22:08,569 - mmaction - INFO - Epoch [201][320/1253] lr: 3.405e-02, eta: 23:29:10, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.5438, top5_acc: 0.7656, loss_cls: 1.9883, loss: 1.9883, grad_norm: 2.7460 2020-07-20 10:22:29,964 - mmaction - INFO - Epoch [201][340/1253] lr: 3.405e-02, eta: 23:28:44, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.5263, top5_acc: 0.7654, loss_cls: 2.0149, loss: 2.0149, grad_norm: 2.8410 2020-07-20 10:22:51,377 - mmaction - INFO - Epoch [201][360/1253] lr: 3.405e-02, eta: 23:28:19, time: 1.071, data_time: 0.005, memory: 9059, top1_acc: 0.5320, top5_acc: 0.7721, loss_cls: 1.9958, loss: 1.9958, grad_norm: 2.7844 2020-07-20 10:23:12,665 - mmaction - INFO - Epoch [201][380/1253] lr: 3.405e-02, eta: 23:27:54, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5417, top5_acc: 0.7633, loss_cls: 2.0019, loss: 2.0019, grad_norm: 2.8319 2020-07-20 10:23:33,918 - mmaction - INFO - Epoch [201][400/1253] lr: 3.405e-02, eta: 23:27:28, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5375, top5_acc: 0.7607, loss_cls: 1.9935, loss: 1.9935, grad_norm: 2.8727 2020-07-20 10:23:55,908 - mmaction - INFO - Epoch [201][420/1253] lr: 3.405e-02, eta: 23:27:03, time: 1.099, data_time: 0.002, memory: 9059, top1_acc: 0.5299, top5_acc: 0.7635, loss_cls: 2.0415, loss: 2.0415, grad_norm: 2.8345 2020-07-20 10:24:17,454 - mmaction - INFO - Epoch [201][440/1253] lr: 3.405e-02, eta: 23:26:38, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.5451, top5_acc: 0.7667, loss_cls: 1.9867, loss: 1.9867, grad_norm: 2.7742 2020-07-20 10:24:38,799 - mmaction - INFO - Epoch [201][460/1253] lr: 3.405e-02, eta: 23:26:13, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.5367, top5_acc: 0.7615, loss_cls: 2.0071, loss: 2.0071, grad_norm: 2.8395 2020-07-20 10:25:00,033 - mmaction - INFO - Epoch [201][480/1253] lr: 3.405e-02, eta: 23:25:47, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5331, top5_acc: 0.7643, loss_cls: 2.0262, loss: 2.0262, grad_norm: 2.8159 2020-07-20 10:25:21,250 - mmaction - INFO - Epoch [201][500/1253] lr: 3.405e-02, eta: 23:25:22, time: 1.061, data_time: 0.001, memory: 9059, top1_acc: 0.5362, top5_acc: 0.7643, loss_cls: 2.0126, loss: 2.0126, grad_norm: 2.9071 2020-07-20 10:25:42,645 - mmaction - INFO - Epoch [201][520/1253] lr: 3.405e-02, eta: 23:24:57, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.5258, top5_acc: 0.7620, loss_cls: 2.0370, loss: 2.0370, grad_norm: 2.8672 2020-07-20 10:26:03,904 - mmaction - INFO - Epoch [201][540/1253] lr: 3.405e-02, eta: 23:24:31, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5461, top5_acc: 0.7727, loss_cls: 1.9737, loss: 1.9737, grad_norm: 2.8024 2020-07-20 10:26:25,062 - mmaction - INFO - Epoch [201][560/1253] lr: 3.405e-02, eta: 23:24:06, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.5383, top5_acc: 0.7495, loss_cls: 2.0358, loss: 2.0358, grad_norm: 2.8462 2020-07-20 10:26:46,867 - mmaction - INFO - Epoch [201][580/1253] lr: 3.405e-02, eta: 23:23:41, time: 1.091, data_time: 0.002, memory: 9059, top1_acc: 0.5323, top5_acc: 0.7661, loss_cls: 1.9992, loss: 1.9992, grad_norm: 2.8374 2020-07-20 10:27:08,137 - mmaction - INFO - Epoch [201][600/1253] lr: 3.405e-02, eta: 23:23:16, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.5352, top5_acc: 0.7664, loss_cls: 2.0161, loss: 2.0161, grad_norm: 2.8515 2020-07-20 10:27:29,681 - mmaction - INFO - Epoch [201][620/1253] lr: 3.405e-02, eta: 23:22:50, time: 1.077, data_time: 0.001, memory: 9059, top1_acc: 0.5289, top5_acc: 0.7503, loss_cls: 2.0493, loss: 2.0493, grad_norm: 2.8575 2020-07-20 10:27:51,018 - mmaction - INFO - Epoch [201][640/1253] lr: 3.405e-02, eta: 23:22:25, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5315, top5_acc: 0.7552, loss_cls: 2.0397, loss: 2.0397, grad_norm: 2.8298 2020-07-20 10:28:12,527 - mmaction - INFO - Epoch [201][660/1253] lr: 3.405e-02, eta: 23:22:00, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.5393, top5_acc: 0.7742, loss_cls: 1.9767, loss: 1.9767, grad_norm: 2.8263 2020-07-20 10:28:33,821 - mmaction - INFO - Epoch [201][680/1253] lr: 3.405e-02, eta: 23:21:35, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.5349, top5_acc: 0.7586, loss_cls: 2.0234, loss: 2.0234, grad_norm: 2.8615 2020-07-20 10:28:55,004 - mmaction - INFO - Epoch [201][700/1253] lr: 3.405e-02, eta: 23:21:09, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.5263, top5_acc: 0.7529, loss_cls: 2.0590, loss: 2.0590, grad_norm: 2.8656 2020-07-20 10:29:16,973 - mmaction - INFO - Epoch [201][720/1253] lr: 3.405e-02, eta: 23:20:44, time: 1.097, data_time: 0.001, memory: 9059, top1_acc: 0.5271, top5_acc: 0.7583, loss_cls: 2.0656, loss: 2.0656, grad_norm: 2.9036 2020-07-20 10:29:38,265 - mmaction - INFO - Epoch [201][740/1253] lr: 3.405e-02, eta: 23:20:19, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5292, top5_acc: 0.7594, loss_cls: 2.0488, loss: 2.0488, grad_norm: 2.8216 2020-07-20 10:30:00,984 - mmaction - INFO - Epoch [201][760/1253] lr: 3.405e-02, eta: 23:19:54, time: 1.132, data_time: 0.002, memory: 9059, top1_acc: 0.5318, top5_acc: 0.7557, loss_cls: 2.0567, loss: 2.0567, grad_norm: 2.8732 2020-07-20 10:30:23,224 - mmaction - INFO - Epoch [201][780/1253] lr: 3.405e-02, eta: 23:19:29, time: 1.115, data_time: 0.005, memory: 9059, top1_acc: 0.5328, top5_acc: 0.7617, loss_cls: 2.0240, loss: 2.0240, grad_norm: 2.8230 2020-07-20 10:30:44,601 - mmaction - INFO - Epoch [201][800/1253] lr: 3.405e-02, eta: 23:19:04, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.5432, top5_acc: 0.7685, loss_cls: 1.9866, loss: 1.9866, grad_norm: 2.8674 2020-07-20 10:31:05,965 - mmaction - INFO - Epoch [201][820/1253] lr: 3.405e-02, eta: 23:18:38, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5258, top5_acc: 0.7563, loss_cls: 2.0356, loss: 2.0356, grad_norm: 2.8964 2020-07-20 10:31:27,527 - mmaction - INFO - Epoch [201][840/1253] lr: 3.405e-02, eta: 23:18:13, time: 1.077, data_time: 0.001, memory: 9059, top1_acc: 0.5422, top5_acc: 0.7539, loss_cls: 2.0212, loss: 2.0212, grad_norm: 2.7920 2020-07-20 10:31:49,306 - mmaction - INFO - Epoch [201][860/1253] lr: 3.405e-02, eta: 23:17:48, time: 1.088, data_time: 0.002, memory: 9059, top1_acc: 0.5336, top5_acc: 0.7622, loss_cls: 2.0183, loss: 2.0183, grad_norm: 2.8045 2020-07-20 10:32:10,496 - mmaction - INFO - Epoch [201][880/1253] lr: 3.405e-02, eta: 23:17:23, time: 1.061, data_time: 0.003, memory: 9059, top1_acc: 0.5299, top5_acc: 0.7599, loss_cls: 2.0242, loss: 2.0242, grad_norm: 2.8046 2020-07-20 10:32:31,887 - mmaction - INFO - Epoch [201][900/1253] lr: 3.405e-02, eta: 23:16:58, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.5435, top5_acc: 0.7664, loss_cls: 2.0033, loss: 2.0033, grad_norm: 2.8389 2020-07-20 10:32:53,035 - mmaction - INFO - Epoch [201][920/1253] lr: 3.405e-02, eta: 23:16:32, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.5323, top5_acc: 0.7552, loss_cls: 2.0216, loss: 2.0216, grad_norm: 2.7907 2020-07-20 10:33:14,368 - mmaction - INFO - Epoch [201][940/1253] lr: 3.405e-02, eta: 23:16:07, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5302, top5_acc: 0.7620, loss_cls: 2.0297, loss: 2.0297, grad_norm: 2.8957 2020-07-20 10:33:35,716 - mmaction - INFO - Epoch [201][960/1253] lr: 3.405e-02, eta: 23:15:42, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.5411, top5_acc: 0.7651, loss_cls: 1.9975, loss: 1.9975, grad_norm: 2.7904 2020-07-20 10:33:57,067 - mmaction - INFO - Epoch [201][980/1253] lr: 3.405e-02, eta: 23:15:16, time: 1.071, data_time: 0.004, memory: 9059, top1_acc: 0.5477, top5_acc: 0.7753, loss_cls: 1.9647, loss: 1.9647, grad_norm: 2.7729 2020-07-20 10:34:18,489 - mmaction - INFO - Epoch [201][1000/1253] lr: 3.405e-02, eta: 23:14:51, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.5484, top5_acc: 0.7813, loss_cls: 1.9248, loss: 1.9248, grad_norm: 2.7953 2020-07-20 10:34:40,130 - mmaction - INFO - Epoch [201][1020/1253] lr: 3.405e-02, eta: 23:14:26, time: 1.083, data_time: 0.003, memory: 9059, top1_acc: 0.5299, top5_acc: 0.7586, loss_cls: 2.0360, loss: 2.0360, grad_norm: 2.9267 2020-07-20 10:35:01,420 - mmaction - INFO - Epoch [201][1040/1253] lr: 3.405e-02, eta: 23:14:01, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5133, top5_acc: 0.7547, loss_cls: 2.0553, loss: 2.0553, grad_norm: 2.8355 2020-07-20 10:35:22,855 - mmaction - INFO - Epoch [201][1060/1253] lr: 3.405e-02, eta: 23:13:35, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.5440, top5_acc: 0.7630, loss_cls: 1.9960, loss: 1.9960, grad_norm: 2.8038 2020-07-20 10:35:44,187 - mmaction - INFO - Epoch [201][1080/1253] lr: 3.405e-02, eta: 23:13:10, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.5352, top5_acc: 0.7669, loss_cls: 2.0242, loss: 2.0242, grad_norm: 2.8669 2020-07-20 10:36:05,488 - mmaction - INFO - Epoch [201][1100/1253] lr: 3.405e-02, eta: 23:12:45, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.5242, top5_acc: 0.7604, loss_cls: 2.0007, loss: 2.0007, grad_norm: 2.8743 2020-07-20 10:36:27,102 - mmaction - INFO - Epoch [201][1120/1253] lr: 3.405e-02, eta: 23:12:20, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.5247, top5_acc: 0.7617, loss_cls: 2.0460, loss: 2.0460, grad_norm: 2.8602 2020-07-20 10:36:48,510 - mmaction - INFO - Epoch [201][1140/1253] lr: 3.405e-02, eta: 23:11:54, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.5271, top5_acc: 0.7508, loss_cls: 2.0177, loss: 2.0177, grad_norm: 2.8535 2020-07-20 10:37:10,507 - mmaction - INFO - Epoch [201][1160/1253] lr: 3.405e-02, eta: 23:11:29, time: 1.101, data_time: 0.020, memory: 9059, top1_acc: 0.5383, top5_acc: 0.7523, loss_cls: 2.0351, loss: 2.0351, grad_norm: 2.8366 2020-07-20 10:37:31,909 - mmaction - INFO - Epoch [201][1180/1253] lr: 3.405e-02, eta: 23:11:04, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.5354, top5_acc: 0.7586, loss_cls: 2.0209, loss: 2.0209, grad_norm: 2.8565 2020-07-20 10:37:53,322 - mmaction - INFO - Epoch [201][1200/1253] lr: 3.405e-02, eta: 23:10:39, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.5461, top5_acc: 0.7620, loss_cls: 2.0029, loss: 2.0029, grad_norm: 2.7290 2020-07-20 10:38:14,566 - mmaction - INFO - Epoch [201][1220/1253] lr: 3.405e-02, eta: 23:10:13, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5302, top5_acc: 0.7578, loss_cls: 2.0430, loss: 2.0430, grad_norm: 2.8301 2020-07-20 10:38:36,069 - mmaction - INFO - Epoch [201][1240/1253] lr: 3.405e-02, eta: 23:09:48, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.5297, top5_acc: 0.7560, loss_cls: 2.0446, loss: 2.0446, grad_norm: 2.8729 2020-07-20 10:41:47,738 - mmaction - INFO - Epoch [202][20/1253] lr: 3.289e-02, eta: 23:09:59, time: 8.627, data_time: 7.418, memory: 9059, top1_acc: 0.5359, top5_acc: 0.7646, loss_cls: 2.0048, loss: 2.0048, grad_norm: 2.8223 2020-07-20 10:42:09,163 - mmaction - INFO - Epoch [202][40/1253] lr: 3.289e-02, eta: 23:09:33, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.5396, top5_acc: 0.7615, loss_cls: 1.9550, loss: 1.9550, grad_norm: 2.8284 2020-07-20 10:42:30,708 - mmaction - INFO - Epoch [202][60/1253] lr: 3.289e-02, eta: 23:09:08, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.5461, top5_acc: 0.7745, loss_cls: 1.9168, loss: 1.9168, grad_norm: 2.7768 2020-07-20 10:42:52,177 - mmaction - INFO - Epoch [202][80/1253] lr: 3.289e-02, eta: 23:08:43, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.5409, top5_acc: 0.7677, loss_cls: 1.9816, loss: 1.9816, grad_norm: 2.8157 2020-07-20 10:43:13,917 - mmaction - INFO - Epoch [202][100/1253] lr: 3.289e-02, eta: 23:08:18, time: 1.088, data_time: 0.003, memory: 9059, top1_acc: 0.5453, top5_acc: 0.7779, loss_cls: 1.9388, loss: 1.9388, grad_norm: 2.7818 2020-07-20 10:43:35,253 - mmaction - INFO - Epoch [202][120/1253] lr: 3.289e-02, eta: 23:07:52, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5326, top5_acc: 0.7685, loss_cls: 2.0075, loss: 2.0075, grad_norm: 2.9419 2020-07-20 10:43:56,596 - mmaction - INFO - Epoch [202][140/1253] lr: 3.289e-02, eta: 23:07:27, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.5359, top5_acc: 0.7563, loss_cls: 2.0131, loss: 2.0131, grad_norm: 2.7791 2020-07-20 10:44:18,124 - mmaction - INFO - Epoch [202][160/1253] lr: 3.289e-02, eta: 23:07:02, time: 1.076, data_time: 0.003, memory: 9059, top1_acc: 0.5367, top5_acc: 0.7677, loss_cls: 1.9688, loss: 1.9688, grad_norm: 2.8269 2020-07-20 10:44:39,565 - mmaction - INFO - Epoch [202][180/1253] lr: 3.289e-02, eta: 23:06:37, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.5424, top5_acc: 0.7641, loss_cls: 1.9818, loss: 1.9818, grad_norm: 2.8708 2020-07-20 10:45:01,119 - mmaction - INFO - Epoch [202][200/1253] lr: 3.289e-02, eta: 23:06:11, time: 1.079, data_time: 0.003, memory: 9059, top1_acc: 0.5466, top5_acc: 0.7664, loss_cls: 1.9677, loss: 1.9677, grad_norm: 2.8929 2020-07-20 10:45:22,392 - mmaction - INFO - Epoch [202][220/1253] lr: 3.289e-02, eta: 23:05:46, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5560, top5_acc: 0.7664, loss_cls: 1.9742, loss: 1.9742, grad_norm: 2.8192 2020-07-20 10:45:43,886 - mmaction - INFO - Epoch [202][240/1253] lr: 3.289e-02, eta: 23:05:21, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.5352, top5_acc: 0.7586, loss_cls: 2.0142, loss: 2.0142, grad_norm: 2.8827 2020-07-20 10:46:05,316 - mmaction - INFO - Epoch [202][260/1253] lr: 3.289e-02, eta: 23:04:56, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.5487, top5_acc: 0.7682, loss_cls: 1.9863, loss: 1.9863, grad_norm: 2.8575 2020-07-20 10:46:26,677 - mmaction - INFO - Epoch [202][280/1253] lr: 3.289e-02, eta: 23:04:30, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.5310, top5_acc: 0.7690, loss_cls: 2.0138, loss: 2.0138, grad_norm: 2.9213 2020-07-20 10:46:47,921 - mmaction - INFO - Epoch [202][300/1253] lr: 3.289e-02, eta: 23:04:05, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.5380, top5_acc: 0.7656, loss_cls: 1.9765, loss: 1.9765, grad_norm: 2.8016 2020-07-20 10:47:09,602 - mmaction - INFO - Epoch [202][320/1253] lr: 3.289e-02, eta: 23:03:40, time: 1.083, data_time: 0.002, memory: 9059, top1_acc: 0.5594, top5_acc: 0.7622, loss_cls: 1.9901, loss: 1.9901, grad_norm: 2.7904 2020-07-20 10:47:31,150 - mmaction - INFO - Epoch [202][340/1253] lr: 3.289e-02, eta: 23:03:15, time: 1.079, data_time: 0.004, memory: 9059, top1_acc: 0.5398, top5_acc: 0.7628, loss_cls: 2.0073, loss: 2.0073, grad_norm: 2.8538 2020-07-20 10:47:52,489 - mmaction - INFO - Epoch [202][360/1253] lr: 3.289e-02, eta: 23:02:49, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.5576, top5_acc: 0.7706, loss_cls: 1.9557, loss: 1.9557, grad_norm: 2.8188 2020-07-20 10:48:14,275 - mmaction - INFO - Epoch [202][380/1253] lr: 3.289e-02, eta: 23:02:24, time: 1.089, data_time: 0.002, memory: 9059, top1_acc: 0.5385, top5_acc: 0.7646, loss_cls: 1.9875, loss: 1.9875, grad_norm: 2.8062 2020-07-20 10:48:35,564 - mmaction - INFO - Epoch [202][400/1253] lr: 3.289e-02, eta: 23:01:59, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5443, top5_acc: 0.7615, loss_cls: 1.9882, loss: 1.9882, grad_norm: 2.7845 2020-07-20 10:48:57,188 - mmaction - INFO - Epoch [202][420/1253] lr: 3.289e-02, eta: 23:01:34, time: 1.082, data_time: 0.002, memory: 9059, top1_acc: 0.5513, top5_acc: 0.7716, loss_cls: 1.9522, loss: 1.9522, grad_norm: 2.8008 2020-07-20 10:49:18,431 - mmaction - INFO - Epoch [202][440/1253] lr: 3.289e-02, eta: 23:01:08, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5354, top5_acc: 0.7521, loss_cls: 2.0310, loss: 2.0310, grad_norm: 2.9014 2020-07-20 10:49:40,404 - mmaction - INFO - Epoch [202][460/1253] lr: 3.289e-02, eta: 23:00:43, time: 1.100, data_time: 0.025, memory: 9059, top1_acc: 0.5352, top5_acc: 0.7667, loss_cls: 1.9780, loss: 1.9780, grad_norm: 2.8636 2020-07-20 10:50:01,913 - mmaction - INFO - Epoch [202][480/1253] lr: 3.289e-02, eta: 23:00:18, time: 1.074, data_time: 0.001, memory: 9059, top1_acc: 0.5370, top5_acc: 0.7583, loss_cls: 1.9967, loss: 1.9967, grad_norm: 2.8568 2020-07-20 10:50:23,409 - mmaction - INFO - Epoch [202][500/1253] lr: 3.289e-02, eta: 22:59:53, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.5258, top5_acc: 0.7544, loss_cls: 2.0481, loss: 2.0481, grad_norm: 2.8873 2020-07-20 10:50:44,677 - mmaction - INFO - Epoch [202][520/1253] lr: 3.289e-02, eta: 22:59:28, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.5245, top5_acc: 0.7469, loss_cls: 2.0534, loss: 2.0534, grad_norm: 2.8920 2020-07-20 10:51:06,047 - mmaction - INFO - Epoch [202][540/1253] lr: 3.289e-02, eta: 22:59:02, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.5383, top5_acc: 0.7654, loss_cls: 1.9943, loss: 1.9943, grad_norm: 2.8925 2020-07-20 10:51:27,420 - mmaction - INFO - Epoch [202][560/1253] lr: 3.289e-02, eta: 22:58:37, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.5367, top5_acc: 0.7620, loss_cls: 2.0029, loss: 2.0029, grad_norm: 2.8381 2020-07-20 10:51:48,943 - mmaction - INFO - Epoch [202][580/1253] lr: 3.289e-02, eta: 22:58:12, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.5318, top5_acc: 0.7594, loss_cls: 2.0196, loss: 2.0196, grad_norm: 2.9010 2020-07-20 10:52:10,314 - mmaction - INFO - Epoch [202][600/1253] lr: 3.289e-02, eta: 22:57:47, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.5406, top5_acc: 0.7570, loss_cls: 1.9824, loss: 1.9824, grad_norm: 2.7997 2020-07-20 10:52:31,719 - mmaction - INFO - Epoch [202][620/1253] lr: 3.289e-02, eta: 22:57:21, time: 1.070, data_time: 0.001, memory: 9059, top1_acc: 0.5500, top5_acc: 0.7659, loss_cls: 1.9918, loss: 1.9918, grad_norm: 2.8586 2020-07-20 10:52:53,262 - mmaction - INFO - Epoch [202][640/1253] lr: 3.289e-02, eta: 22:56:56, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.5435, top5_acc: 0.7703, loss_cls: 1.9978, loss: 1.9978, grad_norm: 2.8592 2020-07-20 10:53:14,896 - mmaction - INFO - Epoch [202][660/1253] lr: 3.289e-02, eta: 22:56:31, time: 1.081, data_time: 0.001, memory: 9059, top1_acc: 0.5263, top5_acc: 0.7586, loss_cls: 2.0250, loss: 2.0250, grad_norm: 2.8909 2020-07-20 10:53:36,186 - mmaction - INFO - Epoch [202][680/1253] lr: 3.289e-02, eta: 22:56:06, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5307, top5_acc: 0.7604, loss_cls: 1.9771, loss: 1.9771, grad_norm: 2.7960 2020-07-20 10:53:57,388 - mmaction - INFO - Epoch [202][700/1253] lr: 3.289e-02, eta: 22:55:40, time: 1.061, data_time: 0.003, memory: 9059, top1_acc: 0.5292, top5_acc: 0.7599, loss_cls: 2.0162, loss: 2.0162, grad_norm: 2.8578 2020-07-20 10:54:18,810 - mmaction - INFO - Epoch [202][720/1253] lr: 3.289e-02, eta: 22:55:15, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.5380, top5_acc: 0.7654, loss_cls: 1.9976, loss: 1.9976, grad_norm: 2.8424 2020-07-20 10:54:40,005 - mmaction - INFO - Epoch [202][740/1253] lr: 3.289e-02, eta: 22:54:50, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.5258, top5_acc: 0.7607, loss_cls: 2.0141, loss: 2.0141, grad_norm: 2.8884 2020-07-20 10:55:01,458 - mmaction - INFO - Epoch [202][760/1253] lr: 3.289e-02, eta: 22:54:25, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.5331, top5_acc: 0.7617, loss_cls: 2.0052, loss: 2.0052, grad_norm: 2.8925 2020-07-20 10:55:22,884 - mmaction - INFO - Epoch [202][780/1253] lr: 3.289e-02, eta: 22:53:59, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.5375, top5_acc: 0.7544, loss_cls: 2.0575, loss: 2.0575, grad_norm: 2.8956 2020-07-20 10:55:44,309 - mmaction - INFO - Epoch [202][800/1253] lr: 3.289e-02, eta: 22:53:34, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.5406, top5_acc: 0.7648, loss_cls: 1.9877, loss: 1.9877, grad_norm: 2.8874 2020-07-20 10:56:06,442 - mmaction - INFO - Epoch [202][820/1253] lr: 3.289e-02, eta: 22:53:09, time: 1.106, data_time: 0.045, memory: 9059, top1_acc: 0.5302, top5_acc: 0.7568, loss_cls: 2.0201, loss: 2.0201, grad_norm: 2.9158 2020-07-20 10:56:27,873 - mmaction - INFO - Epoch [202][840/1253] lr: 3.289e-02, eta: 22:52:44, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.5367, top5_acc: 0.7638, loss_cls: 2.0012, loss: 2.0012, grad_norm: 2.9051 2020-07-20 10:56:49,393 - mmaction - INFO - Epoch [202][860/1253] lr: 3.289e-02, eta: 22:52:19, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.5305, top5_acc: 0.7633, loss_cls: 2.0134, loss: 2.0134, grad_norm: 2.9265 2020-07-20 10:57:11,702 - mmaction - INFO - Epoch [202][880/1253] lr: 3.289e-02, eta: 22:51:54, time: 1.115, data_time: 0.016, memory: 9059, top1_acc: 0.5448, top5_acc: 0.7716, loss_cls: 1.9657, loss: 1.9657, grad_norm: 2.8637 2020-07-20 10:57:33,211 - mmaction - INFO - Epoch [202][900/1253] lr: 3.289e-02, eta: 22:51:29, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.5328, top5_acc: 0.7688, loss_cls: 2.0099, loss: 2.0099, grad_norm: 2.8418 2020-07-20 10:57:54,649 - mmaction - INFO - Epoch [202][920/1253] lr: 3.289e-02, eta: 22:51:03, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.5318, top5_acc: 0.7701, loss_cls: 2.0046, loss: 2.0046, grad_norm: 2.8308 2020-07-20 10:58:15,973 - mmaction - INFO - Epoch [202][940/1253] lr: 3.289e-02, eta: 22:50:38, time: 1.066, data_time: 0.005, memory: 9059, top1_acc: 0.5552, top5_acc: 0.7758, loss_cls: 1.9229, loss: 1.9229, grad_norm: 2.8716 2020-07-20 10:58:37,797 - mmaction - INFO - Epoch [202][960/1253] lr: 3.289e-02, eta: 22:50:13, time: 1.092, data_time: 0.003, memory: 9059, top1_acc: 0.5396, top5_acc: 0.7633, loss_cls: 2.0089, loss: 2.0089, grad_norm: 2.9525 2020-07-20 10:58:59,212 - mmaction - INFO - Epoch [202][980/1253] lr: 3.289e-02, eta: 22:49:48, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.5302, top5_acc: 0.7594, loss_cls: 2.0331, loss: 2.0331, grad_norm: 2.8747 2020-07-20 10:59:20,460 - mmaction - INFO - Epoch [202][1000/1253] lr: 3.289e-02, eta: 22:49:23, time: 1.061, data_time: 0.001, memory: 9059, top1_acc: 0.5430, top5_acc: 0.7745, loss_cls: 1.9701, loss: 1.9701, grad_norm: 2.9020 2020-07-20 10:59:41,738 - mmaction - INFO - Epoch [202][1020/1253] lr: 3.289e-02, eta: 22:48:57, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.5346, top5_acc: 0.7708, loss_cls: 1.9825, loss: 1.9825, grad_norm: 2.8141 2020-07-20 11:00:06,339 - mmaction - INFO - Epoch [202][1040/1253] lr: 3.289e-02, eta: 22:48:32, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5529, top5_acc: 0.7732, loss_cls: 1.9544, loss: 1.9544, grad_norm: 2.8333 2020-07-20 11:00:33,756 - mmaction - INFO - Epoch [202][1060/1253] lr: 3.289e-02, eta: 22:48:10, time: 1.532, data_time: 0.183, memory: 9059, top1_acc: 0.5466, top5_acc: 0.7534, loss_cls: 2.0259, loss: 2.0259, grad_norm: 2.8993 2020-07-20 11:00:55,317 - mmaction - INFO - Epoch [202][1080/1253] lr: 3.289e-02, eta: 22:47:45, time: 1.079, data_time: 0.005, memory: 9059, top1_acc: 0.5427, top5_acc: 0.7609, loss_cls: 1.9993, loss: 1.9993, grad_norm: 2.8502 2020-07-20 11:01:16,763 - mmaction - INFO - Epoch [202][1100/1253] lr: 3.289e-02, eta: 22:47:20, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.5367, top5_acc: 0.7565, loss_cls: 2.0359, loss: 2.0359, grad_norm: 2.9473 2020-07-20 11:01:37,982 - mmaction - INFO - Epoch [202][1120/1253] lr: 3.289e-02, eta: 22:46:55, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.5461, top5_acc: 0.7643, loss_cls: 1.9701, loss: 1.9701, grad_norm: 2.8547 2020-07-20 11:01:59,319 - mmaction - INFO - Epoch [202][1140/1253] lr: 3.289e-02, eta: 22:46:29, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.5411, top5_acc: 0.7664, loss_cls: 2.0272, loss: 2.0272, grad_norm: 2.8780 2020-07-20 11:02:20,571 - mmaction - INFO - Epoch [202][1160/1253] lr: 3.289e-02, eta: 22:46:04, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5271, top5_acc: 0.7617, loss_cls: 2.0242, loss: 2.0242, grad_norm: 2.8702 2020-07-20 11:02:41,902 - mmaction - INFO - Epoch [202][1180/1253] lr: 3.289e-02, eta: 22:45:39, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.5484, top5_acc: 0.7656, loss_cls: 1.9640, loss: 1.9640, grad_norm: 2.9446 2020-07-20 11:03:03,341 - mmaction - INFO - Epoch [202][1200/1253] lr: 3.289e-02, eta: 22:45:14, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.5328, top5_acc: 0.7573, loss_cls: 2.0116, loss: 2.0116, grad_norm: 2.7637 2020-07-20 11:03:24,653 - mmaction - INFO - Epoch [202][1220/1253] lr: 3.289e-02, eta: 22:44:48, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.5424, top5_acc: 0.7813, loss_cls: 1.9414, loss: 1.9414, grad_norm: 2.8105 2020-07-20 11:03:46,012 - mmaction - INFO - Epoch [202][1240/1253] lr: 3.289e-02, eta: 22:44:23, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5328, top5_acc: 0.7703, loss_cls: 2.0013, loss: 2.0013, grad_norm: 2.9127 2020-07-20 11:07:09,344 - mmaction - INFO - Epoch [203][20/1253] lr: 3.175e-02, eta: 22:44:36, time: 9.097, data_time: 7.830, memory: 9059, top1_acc: 0.5523, top5_acc: 0.7750, loss_cls: 1.9225, loss: 1.9225, grad_norm: 2.8472 2020-07-20 11:07:30,560 - mmaction - INFO - Epoch [203][40/1253] lr: 3.175e-02, eta: 22:44:10, time: 1.061, data_time: 0.003, memory: 9059, top1_acc: 0.5404, top5_acc: 0.7622, loss_cls: 1.9584, loss: 1.9584, grad_norm: 2.8975 2020-07-20 11:07:51,911 - mmaction - INFO - Epoch [203][60/1253] lr: 3.175e-02, eta: 22:43:45, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5536, top5_acc: 0.7706, loss_cls: 1.9751, loss: 1.9751, grad_norm: 2.8765 2020-07-20 11:08:13,305 - mmaction - INFO - Epoch [203][80/1253] lr: 3.175e-02, eta: 22:43:20, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.5445, top5_acc: 0.7698, loss_cls: 1.9759, loss: 1.9759, grad_norm: 2.9170 2020-07-20 11:08:34,716 - mmaction - INFO - Epoch [203][100/1253] lr: 3.175e-02, eta: 22:42:55, time: 1.071, data_time: 0.004, memory: 9059, top1_acc: 0.5339, top5_acc: 0.7594, loss_cls: 2.0484, loss: 2.0484, grad_norm: 2.8701 2020-07-20 11:08:56,410 - mmaction - INFO - Epoch [203][120/1253] lr: 3.175e-02, eta: 22:42:29, time: 1.085, data_time: 0.008, memory: 9059, top1_acc: 0.5419, top5_acc: 0.7734, loss_cls: 1.9631, loss: 1.9631, grad_norm: 2.9284 2020-07-20 11:09:18,070 - mmaction - INFO - Epoch [203][140/1253] lr: 3.175e-02, eta: 22:42:04, time: 1.082, data_time: 0.002, memory: 9059, top1_acc: 0.5354, top5_acc: 0.7674, loss_cls: 2.0201, loss: 2.0201, grad_norm: 2.9398 2020-07-20 11:09:39,577 - mmaction - INFO - Epoch [203][160/1253] lr: 3.175e-02, eta: 22:41:39, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.5469, top5_acc: 0.7685, loss_cls: 1.9654, loss: 1.9654, grad_norm: 2.8504 2020-07-20 11:10:01,201 - mmaction - INFO - Epoch [203][180/1253] lr: 3.175e-02, eta: 22:41:14, time: 1.081, data_time: 0.015, memory: 9059, top1_acc: 0.5690, top5_acc: 0.7797, loss_cls: 1.8951, loss: 1.8951, grad_norm: 2.8137 2020-07-20 11:10:22,535 - mmaction - INFO - Epoch [203][200/1253] lr: 3.175e-02, eta: 22:40:49, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5331, top5_acc: 0.7669, loss_cls: 2.0053, loss: 2.0053, grad_norm: 2.9286 2020-07-20 11:10:44,098 - mmaction - INFO - Epoch [203][220/1253] lr: 3.175e-02, eta: 22:40:23, time: 1.075, data_time: 0.001, memory: 9059, top1_acc: 0.5299, top5_acc: 0.7622, loss_cls: 2.0088, loss: 2.0088, grad_norm: 2.8940 2020-07-20 11:11:05,432 - mmaction - INFO - Epoch [203][240/1253] lr: 3.175e-02, eta: 22:39:58, time: 1.069, data_time: 0.004, memory: 9059, top1_acc: 0.5367, top5_acc: 0.7573, loss_cls: 1.9978, loss: 1.9978, grad_norm: 2.9561 2020-07-20 11:11:26,851 - mmaction - INFO - Epoch [203][260/1253] lr: 3.175e-02, eta: 22:39:33, time: 1.070, data_time: 0.001, memory: 9059, top1_acc: 0.5461, top5_acc: 0.7706, loss_cls: 1.9675, loss: 1.9675, grad_norm: 2.8758 2020-07-20 11:11:48,260 - mmaction - INFO - Epoch [203][280/1253] lr: 3.175e-02, eta: 22:39:08, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.5240, top5_acc: 0.7563, loss_cls: 2.0182, loss: 2.0182, grad_norm: 2.9228 2020-07-20 11:12:09,558 - mmaction - INFO - Epoch [203][300/1253] lr: 3.175e-02, eta: 22:38:42, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5328, top5_acc: 0.7659, loss_cls: 2.0186, loss: 2.0186, grad_norm: 2.9252 2020-07-20 11:12:30,980 - mmaction - INFO - Epoch [203][320/1253] lr: 3.175e-02, eta: 22:38:17, time: 1.071, data_time: 0.001, memory: 9059, top1_acc: 0.5352, top5_acc: 0.7695, loss_cls: 1.9686, loss: 1.9686, grad_norm: 2.8844 2020-07-20 11:12:52,227 - mmaction - INFO - Epoch [203][340/1253] lr: 3.175e-02, eta: 22:37:52, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5464, top5_acc: 0.7659, loss_cls: 1.9619, loss: 1.9619, grad_norm: 2.8240 2020-07-20 11:13:13,758 - mmaction - INFO - Epoch [203][360/1253] lr: 3.175e-02, eta: 22:37:27, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.5451, top5_acc: 0.7711, loss_cls: 1.9332, loss: 1.9332, grad_norm: 2.8524 2020-07-20 11:13:35,213 - mmaction - INFO - Epoch [203][380/1253] lr: 3.175e-02, eta: 22:37:02, time: 1.072, data_time: 0.005, memory: 9059, top1_acc: 0.5411, top5_acc: 0.7638, loss_cls: 1.9917, loss: 1.9917, grad_norm: 2.9001 2020-07-20 11:13:56,480 - mmaction - INFO - Epoch [203][400/1253] lr: 3.175e-02, eta: 22:36:36, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.5552, top5_acc: 0.7781, loss_cls: 1.9233, loss: 1.9233, grad_norm: 2.9057 2020-07-20 11:14:17,715 - mmaction - INFO - Epoch [203][420/1253] lr: 3.175e-02, eta: 22:36:11, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.5484, top5_acc: 0.7698, loss_cls: 1.9349, loss: 1.9349, grad_norm: 2.8877 2020-07-20 11:14:39,105 - mmaction - INFO - Epoch [203][440/1253] lr: 3.175e-02, eta: 22:35:46, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.5294, top5_acc: 0.7633, loss_cls: 2.0133, loss: 2.0133, grad_norm: 2.9179 2020-07-20 11:15:00,522 - mmaction - INFO - Epoch [203][460/1253] lr: 3.175e-02, eta: 22:35:21, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.5367, top5_acc: 0.7549, loss_cls: 2.0299, loss: 2.0299, grad_norm: 2.9390 2020-07-20 11:15:22,001 - mmaction - INFO - Epoch [203][480/1253] lr: 3.175e-02, eta: 22:34:55, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.5495, top5_acc: 0.7661, loss_cls: 1.9957, loss: 1.9957, grad_norm: 2.8902 2020-07-20 11:15:43,246 - mmaction - INFO - Epoch [203][500/1253] lr: 3.175e-02, eta: 22:34:30, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5375, top5_acc: 0.7667, loss_cls: 1.9854, loss: 1.9854, grad_norm: 2.8631 2020-07-20 11:16:04,799 - mmaction - INFO - Epoch [203][520/1253] lr: 3.175e-02, eta: 22:34:05, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.5333, top5_acc: 0.7656, loss_cls: 1.9991, loss: 1.9991, grad_norm: 2.8452 2020-07-20 11:16:26,202 - mmaction - INFO - Epoch [203][540/1253] lr: 3.175e-02, eta: 22:33:40, time: 1.070, data_time: 0.004, memory: 9059, top1_acc: 0.5299, top5_acc: 0.7581, loss_cls: 2.0467, loss: 2.0467, grad_norm: 2.9373 2020-07-20 11:16:47,433 - mmaction - INFO - Epoch [203][560/1253] lr: 3.175e-02, eta: 22:33:14, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.5490, top5_acc: 0.7862, loss_cls: 1.9016, loss: 1.9016, grad_norm: 2.9439 2020-07-20 11:17:08,884 - mmaction - INFO - Epoch [203][580/1253] lr: 3.175e-02, eta: 22:32:49, time: 1.073, data_time: 0.003, memory: 9059, top1_acc: 0.5448, top5_acc: 0.7737, loss_cls: 1.9562, loss: 1.9562, grad_norm: 2.9506 2020-07-20 11:17:30,264 - mmaction - INFO - Epoch [203][600/1253] lr: 3.175e-02, eta: 22:32:24, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.5516, top5_acc: 0.7625, loss_cls: 1.9796, loss: 1.9796, grad_norm: 2.8754 2020-07-20 11:17:52,109 - mmaction - INFO - Epoch [203][620/1253] lr: 3.175e-02, eta: 22:31:59, time: 1.092, data_time: 0.012, memory: 9059, top1_acc: 0.5521, top5_acc: 0.7633, loss_cls: 1.9489, loss: 1.9489, grad_norm: 2.7561 2020-07-20 11:18:13,648 - mmaction - INFO - Epoch [203][640/1253] lr: 3.175e-02, eta: 22:31:34, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.5490, top5_acc: 0.7727, loss_cls: 1.9653, loss: 1.9653, grad_norm: 2.8502 2020-07-20 11:18:35,041 - mmaction - INFO - Epoch [203][660/1253] lr: 3.175e-02, eta: 22:31:08, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.5495, top5_acc: 0.7698, loss_cls: 1.9647, loss: 1.9647, grad_norm: 2.9122 2020-07-20 11:18:56,343 - mmaction - INFO - Epoch [203][680/1253] lr: 3.175e-02, eta: 22:30:43, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5508, top5_acc: 0.7732, loss_cls: 1.9453, loss: 1.9453, grad_norm: 2.8877 2020-07-20 11:19:17,739 - mmaction - INFO - Epoch [203][700/1253] lr: 3.175e-02, eta: 22:30:18, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.5375, top5_acc: 0.7589, loss_cls: 2.0340, loss: 2.0340, grad_norm: 2.9310 2020-07-20 11:19:39,375 - mmaction - INFO - Epoch [203][720/1253] lr: 3.175e-02, eta: 22:29:53, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.5487, top5_acc: 0.7698, loss_cls: 1.9588, loss: 1.9588, grad_norm: 2.8709 2020-07-20 11:20:00,704 - mmaction - INFO - Epoch [203][740/1253] lr: 3.175e-02, eta: 22:29:28, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5341, top5_acc: 0.7612, loss_cls: 2.0344, loss: 2.0344, grad_norm: 2.9736 2020-07-20 11:20:22,170 - mmaction - INFO - Epoch [203][760/1253] lr: 3.175e-02, eta: 22:29:02, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.5427, top5_acc: 0.7711, loss_cls: 1.9734, loss: 1.9734, grad_norm: 2.9033 2020-07-20 11:20:43,483 - mmaction - INFO - Epoch [203][780/1253] lr: 3.175e-02, eta: 22:28:37, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.5362, top5_acc: 0.7508, loss_cls: 2.0191, loss: 2.0191, grad_norm: 2.9062 2020-07-20 11:21:05,105 - mmaction - INFO - Epoch [203][800/1253] lr: 3.175e-02, eta: 22:28:12, time: 1.082, data_time: 0.003, memory: 9059, top1_acc: 0.5604, top5_acc: 0.7714, loss_cls: 1.9591, loss: 1.9591, grad_norm: 2.9535 2020-07-20 11:21:26,942 - mmaction - INFO - Epoch [203][820/1253] lr: 3.175e-02, eta: 22:27:47, time: 1.092, data_time: 0.002, memory: 9059, top1_acc: 0.5331, top5_acc: 0.7589, loss_cls: 2.0042, loss: 2.0042, grad_norm: 2.9089 2020-07-20 11:21:48,177 - mmaction - INFO - Epoch [203][840/1253] lr: 3.175e-02, eta: 22:27:22, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5328, top5_acc: 0.7620, loss_cls: 1.9889, loss: 1.9889, grad_norm: 2.8961 2020-07-20 11:22:09,833 - mmaction - INFO - Epoch [203][860/1253] lr: 3.175e-02, eta: 22:26:57, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.5404, top5_acc: 0.7643, loss_cls: 2.0006, loss: 2.0006, grad_norm: 2.9256 2020-07-20 11:22:31,076 - mmaction - INFO - Epoch [203][880/1253] lr: 3.175e-02, eta: 22:26:31, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.5424, top5_acc: 0.7672, loss_cls: 2.0022, loss: 2.0022, grad_norm: 2.8895 2020-07-20 11:22:52,368 - mmaction - INFO - Epoch [203][900/1253] lr: 3.175e-02, eta: 22:26:06, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5383, top5_acc: 0.7628, loss_cls: 2.0127, loss: 2.0127, grad_norm: 2.9469 2020-07-20 11:23:13,685 - mmaction - INFO - Epoch [203][920/1253] lr: 3.175e-02, eta: 22:25:41, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.5279, top5_acc: 0.7599, loss_cls: 2.0390, loss: 2.0390, grad_norm: 2.9143 2020-07-20 11:23:35,020 - mmaction - INFO - Epoch [203][940/1253] lr: 3.175e-02, eta: 22:25:16, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5357, top5_acc: 0.7609, loss_cls: 2.0015, loss: 2.0015, grad_norm: 2.8811 2020-07-20 11:23:56,490 - mmaction - INFO - Epoch [203][960/1253] lr: 3.175e-02, eta: 22:24:50, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.5370, top5_acc: 0.7669, loss_cls: 2.0117, loss: 2.0117, grad_norm: 2.8590 2020-07-20 11:24:18,087 - mmaction - INFO - Epoch [203][980/1253] lr: 3.175e-02, eta: 22:24:25, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.5198, top5_acc: 0.7557, loss_cls: 2.0601, loss: 2.0601, grad_norm: 2.9193 2020-07-20 11:24:39,280 - mmaction - INFO - Epoch [203][1000/1253] lr: 3.175e-02, eta: 22:24:00, time: 1.059, data_time: 0.003, memory: 9059, top1_acc: 0.5531, top5_acc: 0.7625, loss_cls: 1.9555, loss: 1.9555, grad_norm: 2.8179 2020-07-20 11:25:01,374 - mmaction - INFO - Epoch [203][1020/1253] lr: 3.175e-02, eta: 22:23:35, time: 1.105, data_time: 0.003, memory: 9059, top1_acc: 0.5383, top5_acc: 0.7591, loss_cls: 2.0339, loss: 2.0339, grad_norm: 2.8958 2020-07-20 11:25:22,710 - mmaction - INFO - Epoch [203][1040/1253] lr: 3.175e-02, eta: 22:23:10, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.5591, top5_acc: 0.7740, loss_cls: 1.9489, loss: 1.9489, grad_norm: 2.9059 2020-07-20 11:25:44,064 - mmaction - INFO - Epoch [203][1060/1253] lr: 3.175e-02, eta: 22:22:45, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.5471, top5_acc: 0.7727, loss_cls: 1.9685, loss: 1.9685, grad_norm: 2.9072 2020-07-20 11:26:05,548 - mmaction - INFO - Epoch [203][1080/1253] lr: 3.175e-02, eta: 22:22:19, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.5302, top5_acc: 0.7594, loss_cls: 2.0320, loss: 2.0320, grad_norm: 2.8861 2020-07-20 11:26:27,354 - mmaction - INFO - Epoch [203][1100/1253] lr: 3.175e-02, eta: 22:21:54, time: 1.090, data_time: 0.002, memory: 9059, top1_acc: 0.5482, top5_acc: 0.7654, loss_cls: 2.0050, loss: 2.0050, grad_norm: 2.8219 2020-07-20 11:26:48,822 - mmaction - INFO - Epoch [203][1120/1253] lr: 3.175e-02, eta: 22:21:29, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.5365, top5_acc: 0.7630, loss_cls: 1.9861, loss: 1.9861, grad_norm: 2.8946 2020-07-20 11:27:10,162 - mmaction - INFO - Epoch [203][1140/1253] lr: 3.175e-02, eta: 22:21:04, time: 1.069, data_time: 0.004, memory: 9059, top1_acc: 0.5313, top5_acc: 0.7542, loss_cls: 2.0078, loss: 2.0078, grad_norm: 2.8760 2020-07-20 11:27:31,536 - mmaction - INFO - Epoch [203][1160/1253] lr: 3.175e-02, eta: 22:20:39, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5518, top5_acc: 0.7789, loss_cls: 1.9057, loss: 1.9057, grad_norm: 2.8355 2020-07-20 11:27:52,859 - mmaction - INFO - Epoch [203][1180/1253] lr: 3.175e-02, eta: 22:20:14, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.5484, top5_acc: 0.7578, loss_cls: 2.0029, loss: 2.0029, grad_norm: 2.8900 2020-07-20 11:28:14,181 - mmaction - INFO - Epoch [203][1200/1253] lr: 3.175e-02, eta: 22:19:48, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.5307, top5_acc: 0.7643, loss_cls: 2.0149, loss: 2.0149, grad_norm: 2.9011 2020-07-20 11:28:35,511 - mmaction - INFO - Epoch [203][1220/1253] lr: 3.175e-02, eta: 22:19:23, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5216, top5_acc: 0.7490, loss_cls: 2.0662, loss: 2.0662, grad_norm: 2.9309 2020-07-20 11:28:57,197 - mmaction - INFO - Epoch [203][1240/1253] lr: 3.175e-02, eta: 22:18:58, time: 1.085, data_time: 0.013, memory: 9059, top1_acc: 0.5432, top5_acc: 0.7578, loss_cls: 2.0328, loss: 2.0328, grad_norm: 2.8820 2020-07-20 11:32:13,639 - mmaction - INFO - Epoch [204][20/1253] lr: 3.062e-02, eta: 22:19:08, time: 8.896, data_time: 6.928, memory: 9059, top1_acc: 0.5398, top5_acc: 0.7630, loss_cls: 1.9808, loss: 1.9808, grad_norm: 2.8989 2020-07-20 11:32:35,079 - mmaction - INFO - Epoch [204][40/1253] lr: 3.062e-02, eta: 22:18:43, time: 1.073, data_time: 0.005, memory: 9059, top1_acc: 0.5482, top5_acc: 0.7747, loss_cls: 1.9487, loss: 1.9487, grad_norm: 2.8483 2020-07-20 11:32:56,473 - mmaction - INFO - Epoch [204][60/1253] lr: 3.062e-02, eta: 22:18:17, time: 1.071, data_time: 0.003, memory: 9059, top1_acc: 0.5456, top5_acc: 0.7656, loss_cls: 1.9714, loss: 1.9714, grad_norm: 2.9650 2020-07-20 11:33:17,871 - mmaction - INFO - Epoch [204][80/1253] lr: 3.062e-02, eta: 22:17:52, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.5349, top5_acc: 0.7646, loss_cls: 1.9868, loss: 1.9868, grad_norm: 2.9815 2020-07-20 11:33:39,694 - mmaction - INFO - Epoch [204][100/1253] lr: 3.062e-02, eta: 22:17:27, time: 1.091, data_time: 0.001, memory: 9059, top1_acc: 0.5307, top5_acc: 0.7701, loss_cls: 2.0044, loss: 2.0044, grad_norm: 2.9699 2020-07-20 11:34:01,184 - mmaction - INFO - Epoch [204][120/1253] lr: 3.062e-02, eta: 22:17:02, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.5409, top5_acc: 0.7693, loss_cls: 1.9913, loss: 1.9913, grad_norm: 2.9656 2020-07-20 11:34:22,523 - mmaction - INFO - Epoch [204][140/1253] lr: 3.062e-02, eta: 22:16:37, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5346, top5_acc: 0.7557, loss_cls: 2.0583, loss: 2.0583, grad_norm: 2.9725 2020-07-20 11:34:43,714 - mmaction - INFO - Epoch [204][160/1253] lr: 3.062e-02, eta: 22:16:11, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.5458, top5_acc: 0.7651, loss_cls: 1.9744, loss: 1.9744, grad_norm: 2.8879 2020-07-20 11:35:04,932 - mmaction - INFO - Epoch [204][180/1253] lr: 3.062e-02, eta: 22:15:46, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.5411, top5_acc: 0.7570, loss_cls: 2.0126, loss: 2.0126, grad_norm: 2.8725 2020-07-20 11:35:26,175 - mmaction - INFO - Epoch [204][200/1253] lr: 3.062e-02, eta: 22:15:21, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.5250, top5_acc: 0.7630, loss_cls: 2.0118, loss: 2.0118, grad_norm: 2.9411 2020-07-20 11:35:47,517 - mmaction - INFO - Epoch [204][220/1253] lr: 3.062e-02, eta: 22:14:56, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5581, top5_acc: 0.7734, loss_cls: 1.9333, loss: 1.9333, grad_norm: 2.8866 2020-07-20 11:36:08,761 - mmaction - INFO - Epoch [204][240/1253] lr: 3.062e-02, eta: 22:14:30, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5495, top5_acc: 0.7776, loss_cls: 1.9138, loss: 1.9138, grad_norm: 2.8780 2020-07-20 11:36:30,226 - mmaction - INFO - Epoch [204][260/1253] lr: 3.062e-02, eta: 22:14:05, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.5490, top5_acc: 0.7740, loss_cls: 1.8935, loss: 1.8935, grad_norm: 2.8594 2020-07-20 11:36:51,716 - mmaction - INFO - Epoch [204][280/1253] lr: 3.062e-02, eta: 22:13:40, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.5508, top5_acc: 0.7695, loss_cls: 1.9544, loss: 1.9544, grad_norm: 2.9916 2020-07-20 11:37:12,989 - mmaction - INFO - Epoch [204][300/1253] lr: 3.062e-02, eta: 22:13:15, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.5448, top5_acc: 0.7633, loss_cls: 1.9997, loss: 1.9997, grad_norm: 2.9677 2020-07-20 11:37:34,410 - mmaction - INFO - Epoch [204][320/1253] lr: 3.062e-02, eta: 22:12:50, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.5414, top5_acc: 0.7721, loss_cls: 1.9579, loss: 1.9579, grad_norm: 2.8968 2020-07-20 11:37:55,835 - mmaction - INFO - Epoch [204][340/1253] lr: 3.062e-02, eta: 22:12:24, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.5318, top5_acc: 0.7534, loss_cls: 2.0241, loss: 2.0241, grad_norm: 2.9263 2020-07-20 11:38:17,042 - mmaction - INFO - Epoch [204][360/1253] lr: 3.062e-02, eta: 22:11:59, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.5518, top5_acc: 0.7747, loss_cls: 1.9491, loss: 1.9491, grad_norm: 2.9290 2020-07-20 11:38:38,324 - mmaction - INFO - Epoch [204][380/1253] lr: 3.062e-02, eta: 22:11:34, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5469, top5_acc: 0.7701, loss_cls: 1.9687, loss: 1.9687, grad_norm: 2.9814 2020-07-20 11:38:59,769 - mmaction - INFO - Epoch [204][400/1253] lr: 3.062e-02, eta: 22:11:09, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.5521, top5_acc: 0.7589, loss_cls: 1.9633, loss: 1.9633, grad_norm: 2.9035 2020-07-20 11:39:21,529 - mmaction - INFO - Epoch [204][420/1253] lr: 3.062e-02, eta: 22:10:44, time: 1.087, data_time: 0.002, memory: 9059, top1_acc: 0.5516, top5_acc: 0.7727, loss_cls: 1.9374, loss: 1.9374, grad_norm: 2.8251 2020-07-20 11:39:42,766 - mmaction - INFO - Epoch [204][440/1253] lr: 3.062e-02, eta: 22:10:18, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.5648, top5_acc: 0.7680, loss_cls: 1.9429, loss: 1.9429, grad_norm: 2.8486 2020-07-20 11:40:03,940 - mmaction - INFO - Epoch [204][460/1253] lr: 3.062e-02, eta: 22:09:53, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.5440, top5_acc: 0.7523, loss_cls: 2.0068, loss: 2.0068, grad_norm: 2.9654 2020-07-20 11:40:25,422 - mmaction - INFO - Epoch [204][480/1253] lr: 3.062e-02, eta: 22:09:28, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.5336, top5_acc: 0.7708, loss_cls: 2.0043, loss: 2.0043, grad_norm: 3.0075 2020-07-20 11:40:47,019 - mmaction - INFO - Epoch [204][500/1253] lr: 3.062e-02, eta: 22:09:03, time: 1.081, data_time: 0.003, memory: 9059, top1_acc: 0.5305, top5_acc: 0.7555, loss_cls: 2.0341, loss: 2.0341, grad_norm: 2.9205 2020-07-20 11:41:08,245 - mmaction - INFO - Epoch [204][520/1253] lr: 3.062e-02, eta: 22:08:38, time: 1.061, data_time: 0.001, memory: 9059, top1_acc: 0.5565, top5_acc: 0.7711, loss_cls: 1.9422, loss: 1.9422, grad_norm: 2.8964 2020-07-20 11:41:29,781 - mmaction - INFO - Epoch [204][540/1253] lr: 3.062e-02, eta: 22:08:12, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.5320, top5_acc: 0.7526, loss_cls: 2.0406, loss: 2.0406, grad_norm: 2.9250 2020-07-20 11:41:51,264 - mmaction - INFO - Epoch [204][560/1253] lr: 3.062e-02, eta: 22:07:47, time: 1.074, data_time: 0.003, memory: 9059, top1_acc: 0.5547, top5_acc: 0.7724, loss_cls: 1.9304, loss: 1.9304, grad_norm: 2.8835 2020-07-20 11:42:12,649 - mmaction - INFO - Epoch [204][580/1253] lr: 3.062e-02, eta: 22:07:22, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.5539, top5_acc: 0.7768, loss_cls: 1.9235, loss: 1.9235, grad_norm: 2.9200 2020-07-20 11:42:33,897 - mmaction - INFO - Epoch [204][600/1253] lr: 3.062e-02, eta: 22:06:57, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5315, top5_acc: 0.7688, loss_cls: 1.9848, loss: 1.9848, grad_norm: 2.9408 2020-07-20 11:42:55,430 - mmaction - INFO - Epoch [204][620/1253] lr: 3.062e-02, eta: 22:06:32, time: 1.077, data_time: 0.003, memory: 9059, top1_acc: 0.5451, top5_acc: 0.7661, loss_cls: 1.9763, loss: 1.9763, grad_norm: 2.9081 2020-07-20 11:43:16,803 - mmaction - INFO - Epoch [204][640/1253] lr: 3.062e-02, eta: 22:06:06, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.5578, top5_acc: 0.7737, loss_cls: 1.9219, loss: 1.9219, grad_norm: 2.8869 2020-07-20 11:43:38,316 - mmaction - INFO - Epoch [204][660/1253] lr: 3.062e-02, eta: 22:05:41, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.5536, top5_acc: 0.7755, loss_cls: 1.9479, loss: 1.9479, grad_norm: 2.9708 2020-07-20 11:43:59,578 - mmaction - INFO - Epoch [204][680/1253] lr: 3.062e-02, eta: 22:05:16, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.5453, top5_acc: 0.7599, loss_cls: 2.0039, loss: 2.0039, grad_norm: 2.9615 2020-07-20 11:44:20,872 - mmaction - INFO - Epoch [204][700/1253] lr: 3.062e-02, eta: 22:04:51, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5643, top5_acc: 0.7753, loss_cls: 1.9272, loss: 1.9272, grad_norm: 2.9181 2020-07-20 11:44:42,173 - mmaction - INFO - Epoch [204][720/1253] lr: 3.062e-02, eta: 22:04:26, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5651, top5_acc: 0.7846, loss_cls: 1.8815, loss: 1.8815, grad_norm: 2.8844 2020-07-20 11:45:03,564 - mmaction - INFO - Epoch [204][740/1253] lr: 3.062e-02, eta: 22:04:00, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.5341, top5_acc: 0.7674, loss_cls: 2.0017, loss: 2.0017, grad_norm: 2.9977 2020-07-20 11:45:24,860 - mmaction - INFO - Epoch [204][760/1253] lr: 3.062e-02, eta: 22:03:35, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.5383, top5_acc: 0.7630, loss_cls: 1.9808, loss: 1.9808, grad_norm: 2.9599 2020-07-20 11:45:46,174 - mmaction - INFO - Epoch [204][780/1253] lr: 3.062e-02, eta: 22:03:10, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.5466, top5_acc: 0.7557, loss_cls: 2.0080, loss: 2.0080, grad_norm: 2.9218 2020-07-20 11:46:07,588 - mmaction - INFO - Epoch [204][800/1253] lr: 3.062e-02, eta: 22:02:45, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.5482, top5_acc: 0.7732, loss_cls: 1.9593, loss: 1.9593, grad_norm: 2.8839 2020-07-20 11:46:29,050 - mmaction - INFO - Epoch [204][820/1253] lr: 3.062e-02, eta: 22:02:20, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.5388, top5_acc: 0.7620, loss_cls: 2.0184, loss: 2.0184, grad_norm: 2.9118 2020-07-20 11:46:50,749 - mmaction - INFO - Epoch [204][840/1253] lr: 3.062e-02, eta: 22:01:55, time: 1.090, data_time: 0.008, memory: 9059, top1_acc: 0.5615, top5_acc: 0.7753, loss_cls: 1.8994, loss: 1.8994, grad_norm: 2.9310 2020-07-20 11:47:12,083 - mmaction - INFO - Epoch [204][860/1253] lr: 3.062e-02, eta: 22:01:29, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5411, top5_acc: 0.7698, loss_cls: 1.9769, loss: 1.9769, grad_norm: 3.0669 2020-07-20 11:47:33,588 - mmaction - INFO - Epoch [204][880/1253] lr: 3.062e-02, eta: 22:01:04, time: 1.074, data_time: 0.001, memory: 9059, top1_acc: 0.5339, top5_acc: 0.7625, loss_cls: 1.9993, loss: 1.9993, grad_norm: 2.9587 2020-07-20 11:47:54,874 - mmaction - INFO - Epoch [204][900/1253] lr: 3.062e-02, eta: 22:00:39, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5365, top5_acc: 0.7622, loss_cls: 1.9873, loss: 1.9873, grad_norm: 2.9180 2020-07-20 11:48:16,149 - mmaction - INFO - Epoch [204][920/1253] lr: 3.062e-02, eta: 22:00:14, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.5370, top5_acc: 0.7664, loss_cls: 2.0082, loss: 2.0082, grad_norm: 2.9461 2020-07-20 11:48:37,691 - mmaction - INFO - Epoch [204][940/1253] lr: 3.062e-02, eta: 21:59:49, time: 1.076, data_time: 0.001, memory: 9059, top1_acc: 0.5440, top5_acc: 0.7742, loss_cls: 1.9428, loss: 1.9428, grad_norm: 2.8920 2020-07-20 11:48:59,203 - mmaction - INFO - Epoch [204][960/1253] lr: 3.062e-02, eta: 21:59:24, time: 1.076, data_time: 0.008, memory: 9059, top1_acc: 0.5279, top5_acc: 0.7542, loss_cls: 2.0236, loss: 2.0236, grad_norm: 2.9341 2020-07-20 11:49:20,665 - mmaction - INFO - Epoch [204][980/1253] lr: 3.062e-02, eta: 21:58:58, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.5474, top5_acc: 0.7656, loss_cls: 2.0069, loss: 2.0069, grad_norm: 2.9262 2020-07-20 11:49:42,121 - mmaction - INFO - Epoch [204][1000/1253] lr: 3.062e-02, eta: 21:58:33, time: 1.074, data_time: 0.003, memory: 9059, top1_acc: 0.5583, top5_acc: 0.7719, loss_cls: 1.9463, loss: 1.9463, grad_norm: 2.9196 2020-07-20 11:50:03,561 - mmaction - INFO - Epoch [204][1020/1253] lr: 3.062e-02, eta: 21:58:08, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.5419, top5_acc: 0.7544, loss_cls: 1.9938, loss: 1.9938, grad_norm: 3.0311 2020-07-20 11:50:25,125 - mmaction - INFO - Epoch [204][1040/1253] lr: 3.062e-02, eta: 21:57:43, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.5383, top5_acc: 0.7565, loss_cls: 1.9888, loss: 1.9888, grad_norm: 2.8670 2020-07-20 11:50:46,456 - mmaction - INFO - Epoch [204][1060/1253] lr: 3.062e-02, eta: 21:57:18, time: 1.072, data_time: 0.007, memory: 9059, top1_acc: 0.5487, top5_acc: 0.7742, loss_cls: 1.9606, loss: 1.9606, grad_norm: 2.9535 2020-07-20 11:51:07,734 - mmaction - INFO - Epoch [204][1080/1253] lr: 3.062e-02, eta: 21:56:52, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5401, top5_acc: 0.7615, loss_cls: 2.0077, loss: 2.0077, grad_norm: 2.9793 2020-07-20 11:51:29,090 - mmaction - INFO - Epoch [204][1100/1253] lr: 3.062e-02, eta: 21:56:27, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5435, top5_acc: 0.7667, loss_cls: 2.0029, loss: 2.0029, grad_norm: 2.9353 2020-07-20 11:51:50,554 - mmaction - INFO - Epoch [204][1120/1253] lr: 3.062e-02, eta: 21:56:02, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.5438, top5_acc: 0.7695, loss_cls: 1.9717, loss: 1.9717, grad_norm: 2.9331 2020-07-20 11:52:11,865 - mmaction - INFO - Epoch [204][1140/1253] lr: 3.062e-02, eta: 21:55:37, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5461, top5_acc: 0.7701, loss_cls: 1.9594, loss: 1.9594, grad_norm: 2.9473 2020-07-20 11:52:33,257 - mmaction - INFO - Epoch [204][1160/1253] lr: 3.062e-02, eta: 21:55:12, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.5469, top5_acc: 0.7654, loss_cls: 1.9609, loss: 1.9609, grad_norm: 2.9254 2020-07-20 11:52:54,458 - mmaction - INFO - Epoch [204][1180/1253] lr: 3.062e-02, eta: 21:54:47, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5401, top5_acc: 0.7487, loss_cls: 2.0094, loss: 2.0094, grad_norm: 2.9282 2020-07-20 11:53:15,827 - mmaction - INFO - Epoch [204][1200/1253] lr: 3.062e-02, eta: 21:54:21, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5492, top5_acc: 0.7732, loss_cls: 1.9506, loss: 1.9506, grad_norm: 2.9351 2020-07-20 11:53:37,116 - mmaction - INFO - Epoch [204][1220/1253] lr: 3.062e-02, eta: 21:53:56, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5482, top5_acc: 0.7646, loss_cls: 1.9848, loss: 1.9848, grad_norm: 2.9479 2020-07-20 11:53:58,506 - mmaction - INFO - Epoch [204][1240/1253] lr: 3.062e-02, eta: 21:53:31, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.5500, top5_acc: 0.7661, loss_cls: 2.0111, loss: 2.0111, grad_norm: 3.0023 2020-07-20 11:54:17,403 - mmaction - INFO - Saving checkpoint at 204 epochs 2020-07-20 11:57:12,248 - mmaction - INFO - Epoch [205][20/1253] lr: 2.952e-02, eta: 21:53:38, time: 8.675, data_time: 7.533, memory: 9059, top1_acc: 0.5438, top5_acc: 0.7677, loss_cls: 1.9636, loss: 1.9636, grad_norm: 2.9557 2020-07-20 11:57:33,732 - mmaction - INFO - Epoch [205][40/1253] lr: 2.952e-02, eta: 21:53:13, time: 1.075, data_time: 0.004, memory: 9059, top1_acc: 0.5396, top5_acc: 0.7604, loss_cls: 1.9993, loss: 1.9993, grad_norm: 2.9495 2020-07-20 11:57:55,140 - mmaction - INFO - Epoch [205][60/1253] lr: 2.952e-02, eta: 21:52:48, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.5630, top5_acc: 0.7818, loss_cls: 1.8823, loss: 1.8823, grad_norm: 2.8926 2020-07-20 11:58:16,422 - mmaction - INFO - Epoch [205][80/1253] lr: 2.952e-02, eta: 21:52:22, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.5456, top5_acc: 0.7635, loss_cls: 1.9625, loss: 1.9625, grad_norm: 2.9749 2020-07-20 11:58:37,666 - mmaction - INFO - Epoch [205][100/1253] lr: 2.952e-02, eta: 21:51:57, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.5409, top5_acc: 0.7654, loss_cls: 1.9729, loss: 1.9729, grad_norm: 2.9737 2020-07-20 11:58:58,967 - mmaction - INFO - Epoch [205][120/1253] lr: 2.952e-02, eta: 21:51:32, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5466, top5_acc: 0.7768, loss_cls: 1.9493, loss: 1.9493, grad_norm: 2.9380 2020-07-20 11:59:20,180 - mmaction - INFO - Epoch [205][140/1253] lr: 2.952e-02, eta: 21:51:07, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.5458, top5_acc: 0.7742, loss_cls: 1.9660, loss: 1.9660, grad_norm: 2.9504 2020-07-20 11:59:41,559 - mmaction - INFO - Epoch [205][160/1253] lr: 2.952e-02, eta: 21:50:42, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.5534, top5_acc: 0.7648, loss_cls: 1.9462, loss: 1.9462, grad_norm: 2.9756 2020-07-20 12:00:02,931 - mmaction - INFO - Epoch [205][180/1253] lr: 2.952e-02, eta: 21:50:16, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5576, top5_acc: 0.7768, loss_cls: 1.9120, loss: 1.9120, grad_norm: 2.9655 2020-07-20 12:00:32,898 - mmaction - INFO - Epoch [205][200/1253] lr: 2.952e-02, eta: 21:49:54, time: 1.500, data_time: 0.010, memory: 9059, top1_acc: 0.5451, top5_acc: 0.7766, loss_cls: 1.9382, loss: 1.9382, grad_norm: 2.9862 2020-07-20 12:00:54,717 - mmaction - INFO - Epoch [205][220/1253] lr: 2.952e-02, eta: 21:49:29, time: 1.095, data_time: 0.015, memory: 9059, top1_acc: 0.5518, top5_acc: 0.7698, loss_cls: 1.9539, loss: 1.9539, grad_norm: 2.9669 2020-07-20 12:01:15,994 - mmaction - INFO - Epoch [205][240/1253] lr: 2.952e-02, eta: 21:49:04, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5495, top5_acc: 0.7732, loss_cls: 1.9484, loss: 1.9484, grad_norm: 2.9318 2020-07-20 12:01:37,511 - mmaction - INFO - Epoch [205][260/1253] lr: 2.952e-02, eta: 21:48:39, time: 1.077, data_time: 0.003, memory: 9059, top1_acc: 0.5573, top5_acc: 0.7701, loss_cls: 1.9283, loss: 1.9283, grad_norm: 2.9663 2020-07-20 12:01:58,957 - mmaction - INFO - Epoch [205][280/1253] lr: 2.952e-02, eta: 21:48:14, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.5409, top5_acc: 0.7615, loss_cls: 1.9919, loss: 1.9919, grad_norm: 2.9930 2020-07-20 12:02:20,252 - mmaction - INFO - Epoch [205][300/1253] lr: 2.952e-02, eta: 21:47:48, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5435, top5_acc: 0.7721, loss_cls: 1.9583, loss: 1.9583, grad_norm: 2.8732 2020-07-20 12:02:41,629 - mmaction - INFO - Epoch [205][320/1253] lr: 2.952e-02, eta: 21:47:23, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.5529, top5_acc: 0.7646, loss_cls: 1.9810, loss: 1.9810, grad_norm: 2.9669 2020-07-20 12:03:03,079 - mmaction - INFO - Epoch [205][340/1253] lr: 2.952e-02, eta: 21:46:58, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.5453, top5_acc: 0.7732, loss_cls: 1.9355, loss: 1.9355, grad_norm: 2.9966 2020-07-20 12:03:24,448 - mmaction - INFO - Epoch [205][360/1253] lr: 2.952e-02, eta: 21:46:33, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.5646, top5_acc: 0.7779, loss_cls: 1.8813, loss: 1.8813, grad_norm: 2.9594 2020-07-20 12:03:45,824 - mmaction - INFO - Epoch [205][380/1253] lr: 2.952e-02, eta: 21:46:08, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.5510, top5_acc: 0.7680, loss_cls: 1.9694, loss: 1.9694, grad_norm: 2.9748 2020-07-20 12:04:07,295 - mmaction - INFO - Epoch [205][400/1253] lr: 2.952e-02, eta: 21:45:43, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.5466, top5_acc: 0.7680, loss_cls: 1.9652, loss: 1.9652, grad_norm: 2.9422 2020-07-20 12:04:29,496 - mmaction - INFO - Epoch [205][420/1253] lr: 2.952e-02, eta: 21:45:18, time: 1.110, data_time: 0.002, memory: 9059, top1_acc: 0.5414, top5_acc: 0.7685, loss_cls: 1.9677, loss: 1.9677, grad_norm: 2.9513 2020-07-20 12:04:52,275 - mmaction - INFO - Epoch [205][440/1253] lr: 2.952e-02, eta: 21:44:53, time: 1.138, data_time: 0.006, memory: 9059, top1_acc: 0.5500, top5_acc: 0.7701, loss_cls: 1.9480, loss: 1.9480, grad_norm: 2.9662 2020-07-20 12:05:14,297 - mmaction - INFO - Epoch [205][460/1253] lr: 2.952e-02, eta: 21:44:28, time: 1.101, data_time: 0.016, memory: 9059, top1_acc: 0.5427, top5_acc: 0.7635, loss_cls: 1.9817, loss: 1.9817, grad_norm: 2.9313 2020-07-20 12:05:35,728 - mmaction - INFO - Epoch [205][480/1253] lr: 2.952e-02, eta: 21:44:03, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.5435, top5_acc: 0.7719, loss_cls: 1.9733, loss: 1.9733, grad_norm: 2.9519 2020-07-20 12:05:56,958 - mmaction - INFO - Epoch [205][500/1253] lr: 2.952e-02, eta: 21:43:38, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5417, top5_acc: 0.7732, loss_cls: 1.9737, loss: 1.9737, grad_norm: 2.9627 2020-07-20 12:06:19,230 - mmaction - INFO - Epoch [205][520/1253] lr: 2.952e-02, eta: 21:43:13, time: 1.114, data_time: 0.002, memory: 9059, top1_acc: 0.5438, top5_acc: 0.7732, loss_cls: 1.9353, loss: 1.9353, grad_norm: 3.0167 2020-07-20 12:06:41,967 - mmaction - INFO - Epoch [205][540/1253] lr: 2.952e-02, eta: 21:42:48, time: 1.134, data_time: 0.020, memory: 9059, top1_acc: 0.5451, top5_acc: 0.7630, loss_cls: 1.9926, loss: 1.9926, grad_norm: 2.9261 2020-07-20 12:07:04,550 - mmaction - INFO - Epoch [205][560/1253] lr: 2.952e-02, eta: 21:42:23, time: 1.132, data_time: 0.018, memory: 9059, top1_acc: 0.5477, top5_acc: 0.7641, loss_cls: 1.9667, loss: 1.9667, grad_norm: 2.9419 2020-07-20 12:07:26,027 - mmaction - INFO - Epoch [205][580/1253] lr: 2.952e-02, eta: 21:41:58, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.5469, top5_acc: 0.7727, loss_cls: 1.9609, loss: 1.9609, grad_norm: 3.0275 2020-07-20 12:07:47,361 - mmaction - INFO - Epoch [205][600/1253] lr: 2.952e-02, eta: 21:41:33, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.5641, top5_acc: 0.7732, loss_cls: 1.8937, loss: 1.8937, grad_norm: 2.8611 2020-07-20 12:08:08,800 - mmaction - INFO - Epoch [205][620/1253] lr: 2.952e-02, eta: 21:41:08, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.5276, top5_acc: 0.7565, loss_cls: 2.0498, loss: 2.0498, grad_norm: 3.0252 2020-07-20 12:08:30,143 - mmaction - INFO - Epoch [205][640/1253] lr: 2.952e-02, eta: 21:40:43, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5359, top5_acc: 0.7625, loss_cls: 2.0191, loss: 2.0191, grad_norm: 3.0073 2020-07-20 12:08:51,509 - mmaction - INFO - Epoch [205][660/1253] lr: 2.952e-02, eta: 21:40:18, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5552, top5_acc: 0.7875, loss_cls: 1.8943, loss: 1.8943, grad_norm: 2.9333 2020-07-20 12:09:12,853 - mmaction - INFO - Epoch [205][680/1253] lr: 2.952e-02, eta: 21:39:52, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5471, top5_acc: 0.7708, loss_cls: 1.9572, loss: 1.9572, grad_norm: 3.0018 2020-07-20 12:09:35,246 - mmaction - INFO - Epoch [205][700/1253] lr: 2.952e-02, eta: 21:39:28, time: 1.118, data_time: 0.001, memory: 9059, top1_acc: 0.5414, top5_acc: 0.7724, loss_cls: 1.9426, loss: 1.9426, grad_norm: 2.9505 2020-07-20 12:09:59,078 - mmaction - INFO - Epoch [205][720/1253] lr: 2.952e-02, eta: 21:39:03, time: 1.188, data_time: 0.024, memory: 9059, top1_acc: 0.5651, top5_acc: 0.7846, loss_cls: 1.8900, loss: 1.8900, grad_norm: 2.8569 2020-07-20 12:10:22,806 - mmaction - INFO - Epoch [205][740/1253] lr: 2.952e-02, eta: 21:38:39, time: 1.191, data_time: 0.025, memory: 9059, top1_acc: 0.5526, top5_acc: 0.7763, loss_cls: 1.9278, loss: 1.9278, grad_norm: 2.9398 2020-07-20 12:10:44,154 - mmaction - INFO - Epoch [205][760/1253] lr: 2.952e-02, eta: 21:38:14, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.5510, top5_acc: 0.7737, loss_cls: 1.9585, loss: 1.9585, grad_norm: 2.9898 2020-07-20 12:11:05,371 - mmaction - INFO - Epoch [205][780/1253] lr: 2.952e-02, eta: 21:37:48, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5367, top5_acc: 0.7727, loss_cls: 1.9712, loss: 1.9712, grad_norm: 2.9784 2020-07-20 12:11:27,500 - mmaction - INFO - Epoch [205][800/1253] lr: 2.952e-02, eta: 21:37:24, time: 1.106, data_time: 0.001, memory: 9059, top1_acc: 0.5521, top5_acc: 0.7714, loss_cls: 1.9470, loss: 1.9470, grad_norm: 2.9824 2020-07-20 12:11:50,391 - mmaction - INFO - Epoch [205][820/1253] lr: 2.952e-02, eta: 21:36:59, time: 1.144, data_time: 0.018, memory: 9059, top1_acc: 0.5443, top5_acc: 0.7719, loss_cls: 1.9464, loss: 1.9464, grad_norm: 2.9797 2020-07-20 12:12:14,014 - mmaction - INFO - Epoch [205][840/1253] lr: 2.952e-02, eta: 21:36:35, time: 1.181, data_time: 0.026, memory: 9059, top1_acc: 0.5471, top5_acc: 0.7784, loss_cls: 1.9221, loss: 1.9221, grad_norm: 2.9688 2020-07-20 12:12:36,342 - mmaction - INFO - Epoch [205][860/1253] lr: 2.952e-02, eta: 21:36:10, time: 1.117, data_time: 0.012, memory: 9059, top1_acc: 0.5513, top5_acc: 0.7711, loss_cls: 1.9723, loss: 1.9723, grad_norm: 3.0228 2020-07-20 12:12:57,642 - mmaction - INFO - Epoch [205][880/1253] lr: 2.952e-02, eta: 21:35:44, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5534, top5_acc: 0.7698, loss_cls: 1.9206, loss: 1.9206, grad_norm: 2.9527 2020-07-20 12:13:18,887 - mmaction - INFO - Epoch [205][900/1253] lr: 2.952e-02, eta: 21:35:19, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5500, top5_acc: 0.7659, loss_cls: 1.9596, loss: 1.9596, grad_norm: 3.0105 2020-07-20 12:13:40,334 - mmaction - INFO - Epoch [205][920/1253] lr: 2.952e-02, eta: 21:34:54, time: 1.072, data_time: 0.001, memory: 9059, top1_acc: 0.5404, top5_acc: 0.7672, loss_cls: 1.9584, loss: 1.9584, grad_norm: 3.0325 2020-07-20 12:14:01,620 - mmaction - INFO - Epoch [205][940/1253] lr: 2.952e-02, eta: 21:34:29, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.5391, top5_acc: 0.7747, loss_cls: 1.9738, loss: 1.9738, grad_norm: 3.0392 2020-07-20 12:14:22,920 - mmaction - INFO - Epoch [205][960/1253] lr: 2.952e-02, eta: 21:34:04, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5578, top5_acc: 0.7805, loss_cls: 1.8941, loss: 1.8941, grad_norm: 2.9827 2020-07-20 12:14:44,484 - mmaction - INFO - Epoch [205][980/1253] lr: 2.952e-02, eta: 21:33:39, time: 1.080, data_time: 0.003, memory: 9059, top1_acc: 0.5536, top5_acc: 0.7784, loss_cls: 1.9462, loss: 1.9462, grad_norm: 2.9941 2020-07-20 12:15:05,839 - mmaction - INFO - Epoch [205][1000/1253] lr: 2.952e-02, eta: 21:33:14, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5456, top5_acc: 0.7594, loss_cls: 1.9904, loss: 1.9904, grad_norm: 3.0585 2020-07-20 12:15:26,985 - mmaction - INFO - Epoch [205][1020/1253] lr: 2.952e-02, eta: 21:32:48, time: 1.057, data_time: 0.001, memory: 9059, top1_acc: 0.5479, top5_acc: 0.7719, loss_cls: 1.9630, loss: 1.9630, grad_norm: 3.0100 2020-07-20 12:15:48,389 - mmaction - INFO - Epoch [205][1040/1253] lr: 2.952e-02, eta: 21:32:23, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.5464, top5_acc: 0.7620, loss_cls: 1.9813, loss: 1.9813, grad_norm: 2.9631 2020-07-20 12:16:09,584 - mmaction - INFO - Epoch [205][1060/1253] lr: 2.952e-02, eta: 21:31:58, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5307, top5_acc: 0.7612, loss_cls: 2.0185, loss: 2.0185, grad_norm: 3.0472 2020-07-20 12:16:31,024 - mmaction - INFO - Epoch [205][1080/1253] lr: 2.952e-02, eta: 21:31:33, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.5440, top5_acc: 0.7685, loss_cls: 1.9820, loss: 1.9820, grad_norm: 3.0475 2020-07-20 12:16:52,791 - mmaction - INFO - Epoch [205][1100/1253] lr: 2.952e-02, eta: 21:31:08, time: 1.089, data_time: 0.002, memory: 9059, top1_acc: 0.5461, top5_acc: 0.7729, loss_cls: 1.9582, loss: 1.9582, grad_norm: 2.9959 2020-07-20 12:17:14,094 - mmaction - INFO - Epoch [205][1120/1253] lr: 2.952e-02, eta: 21:30:43, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5302, top5_acc: 0.7602, loss_cls: 2.0147, loss: 2.0147, grad_norm: 3.0076 2020-07-20 12:17:35,637 - mmaction - INFO - Epoch [205][1140/1253] lr: 2.952e-02, eta: 21:30:17, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.5396, top5_acc: 0.7669, loss_cls: 1.9853, loss: 1.9853, grad_norm: 3.0115 2020-07-20 12:17:56,984 - mmaction - INFO - Epoch [205][1160/1253] lr: 2.952e-02, eta: 21:29:52, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5474, top5_acc: 0.7625, loss_cls: 2.0088, loss: 2.0088, grad_norm: 2.9075 2020-07-20 12:18:18,320 - mmaction - INFO - Epoch [205][1180/1253] lr: 2.952e-02, eta: 21:29:27, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.5581, top5_acc: 0.7797, loss_cls: 1.9158, loss: 1.9158, grad_norm: 2.9747 2020-07-20 12:18:39,504 - mmaction - INFO - Epoch [205][1200/1253] lr: 2.952e-02, eta: 21:29:02, time: 1.060, data_time: 0.003, memory: 9059, top1_acc: 0.5490, top5_acc: 0.7641, loss_cls: 2.0084, loss: 2.0084, grad_norm: 2.9850 2020-07-20 12:19:01,049 - mmaction - INFO - Epoch [205][1220/1253] lr: 2.952e-02, eta: 21:28:37, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.5443, top5_acc: 0.7646, loss_cls: 1.9724, loss: 1.9724, grad_norm: 2.9254 2020-07-20 12:19:22,435 - mmaction - INFO - Epoch [205][1240/1253] lr: 2.952e-02, eta: 21:28:12, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.5469, top5_acc: 0.7596, loss_cls: 1.9773, loss: 1.9773, grad_norm: 2.9006 2020-07-20 12:22:54,791 - mmaction - INFO - Epoch [206][20/1253] lr: 2.843e-02, eta: 21:28:23, time: 9.445, data_time: 8.091, memory: 9059, top1_acc: 0.5417, top5_acc: 0.7680, loss_cls: 1.9570, loss: 1.9570, grad_norm: 2.9027 2020-07-20 12:23:16,077 - mmaction - INFO - Epoch [206][40/1253] lr: 2.843e-02, eta: 21:27:58, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5677, top5_acc: 0.7919, loss_cls: 1.8653, loss: 1.8653, grad_norm: 2.9102 2020-07-20 12:23:37,481 - mmaction - INFO - Epoch [206][60/1253] lr: 2.843e-02, eta: 21:27:32, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.5560, top5_acc: 0.7719, loss_cls: 1.9337, loss: 1.9337, grad_norm: 2.9193 2020-07-20 12:23:58,926 - mmaction - INFO - Epoch [206][80/1253] lr: 2.843e-02, eta: 21:27:07, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.5544, top5_acc: 0.7714, loss_cls: 1.9416, loss: 1.9416, grad_norm: 3.0145 2020-07-20 12:24:20,248 - mmaction - INFO - Epoch [206][100/1253] lr: 2.843e-02, eta: 21:26:42, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5411, top5_acc: 0.7654, loss_cls: 1.9748, loss: 1.9748, grad_norm: 3.0137 2020-07-20 12:24:41,748 - mmaction - INFO - Epoch [206][120/1253] lr: 2.843e-02, eta: 21:26:17, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.5578, top5_acc: 0.7794, loss_cls: 1.8988, loss: 1.8988, grad_norm: 2.9816 2020-07-20 12:25:03,606 - mmaction - INFO - Epoch [206][140/1253] lr: 2.843e-02, eta: 21:25:52, time: 1.093, data_time: 0.002, memory: 9059, top1_acc: 0.5510, top5_acc: 0.7703, loss_cls: 1.9458, loss: 1.9458, grad_norm: 2.9906 2020-07-20 12:25:24,944 - mmaction - INFO - Epoch [206][160/1253] lr: 2.843e-02, eta: 21:25:27, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5641, top5_acc: 0.7792, loss_cls: 1.8732, loss: 1.8732, grad_norm: 2.8938 2020-07-20 12:25:46,836 - mmaction - INFO - Epoch [206][180/1253] lr: 2.843e-02, eta: 21:25:02, time: 1.094, data_time: 0.001, memory: 9059, top1_acc: 0.5568, top5_acc: 0.7755, loss_cls: 1.9286, loss: 1.9286, grad_norm: 2.8939 2020-07-20 12:26:07,926 - mmaction - INFO - Epoch [206][200/1253] lr: 2.843e-02, eta: 21:24:37, time: 1.054, data_time: 0.002, memory: 9059, top1_acc: 0.5628, top5_acc: 0.7807, loss_cls: 1.8919, loss: 1.8919, grad_norm: 3.0067 2020-07-20 12:26:29,271 - mmaction - INFO - Epoch [206][220/1253] lr: 2.843e-02, eta: 21:24:11, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5547, top5_acc: 0.7839, loss_cls: 1.9269, loss: 1.9269, grad_norm: 3.0537 2020-07-20 12:26:51,342 - mmaction - INFO - Epoch [206][240/1253] lr: 2.843e-02, eta: 21:23:46, time: 1.103, data_time: 0.002, memory: 9059, top1_acc: 0.5479, top5_acc: 0.7688, loss_cls: 1.9540, loss: 1.9540, grad_norm: 3.0107 2020-07-20 12:27:14,155 - mmaction - INFO - Epoch [206][260/1253] lr: 2.843e-02, eta: 21:23:22, time: 1.141, data_time: 0.019, memory: 9059, top1_acc: 0.5552, top5_acc: 0.7740, loss_cls: 1.9215, loss: 1.9215, grad_norm: 3.0330 2020-07-20 12:27:36,270 - mmaction - INFO - Epoch [206][280/1253] lr: 2.843e-02, eta: 21:22:57, time: 1.106, data_time: 0.015, memory: 9059, top1_acc: 0.5503, top5_acc: 0.7698, loss_cls: 1.9426, loss: 1.9426, grad_norm: 3.0337 2020-07-20 12:27:57,537 - mmaction - INFO - Epoch [206][300/1253] lr: 2.843e-02, eta: 21:22:32, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5503, top5_acc: 0.7711, loss_cls: 1.9397, loss: 1.9397, grad_norm: 3.0272 2020-07-20 12:28:18,968 - mmaction - INFO - Epoch [206][320/1253] lr: 2.843e-02, eta: 21:22:07, time: 1.071, data_time: 0.001, memory: 9059, top1_acc: 0.5404, top5_acc: 0.7648, loss_cls: 1.9863, loss: 1.9863, grad_norm: 2.9943 2020-07-20 12:28:40,554 - mmaction - INFO - Epoch [206][340/1253] lr: 2.843e-02, eta: 21:21:41, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.5594, top5_acc: 0.7641, loss_cls: 1.9692, loss: 1.9692, grad_norm: 2.9636 2020-07-20 12:29:01,973 - mmaction - INFO - Epoch [206][360/1253] lr: 2.843e-02, eta: 21:21:16, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.5500, top5_acc: 0.7721, loss_cls: 1.9415, loss: 1.9415, grad_norm: 2.9710 2020-07-20 12:29:23,246 - mmaction - INFO - Epoch [206][380/1253] lr: 2.843e-02, eta: 21:20:51, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5510, top5_acc: 0.7773, loss_cls: 1.9059, loss: 1.9059, grad_norm: 2.9520 2020-07-20 12:29:44,499 - mmaction - INFO - Epoch [206][400/1253] lr: 2.843e-02, eta: 21:20:26, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5531, top5_acc: 0.7698, loss_cls: 1.9444, loss: 1.9444, grad_norm: 2.9648 2020-07-20 12:30:05,644 - mmaction - INFO - Epoch [206][420/1253] lr: 2.843e-02, eta: 21:20:01, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.5589, top5_acc: 0.7802, loss_cls: 1.8940, loss: 1.8940, grad_norm: 2.9421 2020-07-20 12:30:27,755 - mmaction - INFO - Epoch [206][440/1253] lr: 2.843e-02, eta: 21:19:36, time: 1.106, data_time: 0.002, memory: 9059, top1_acc: 0.5518, top5_acc: 0.7690, loss_cls: 1.9520, loss: 1.9520, grad_norm: 2.9962 2020-07-20 12:30:48,961 - mmaction - INFO - Epoch [206][460/1253] lr: 2.843e-02, eta: 21:19:11, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.5370, top5_acc: 0.7758, loss_cls: 1.9446, loss: 1.9446, grad_norm: 3.0512 2020-07-20 12:31:10,552 - mmaction - INFO - Epoch [206][480/1253] lr: 2.843e-02, eta: 21:18:46, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.5505, top5_acc: 0.7677, loss_cls: 1.9924, loss: 1.9924, grad_norm: 2.9839 2020-07-20 12:31:32,029 - mmaction - INFO - Epoch [206][500/1253] lr: 2.843e-02, eta: 21:18:20, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.5576, top5_acc: 0.7784, loss_cls: 1.9416, loss: 1.9416, grad_norm: 2.9962 2020-07-20 12:31:53,543 - mmaction - INFO - Epoch [206][520/1253] lr: 2.843e-02, eta: 21:17:55, time: 1.080, data_time: 0.006, memory: 9059, top1_acc: 0.5422, top5_acc: 0.7628, loss_cls: 1.9953, loss: 1.9953, grad_norm: 3.0639 2020-07-20 12:32:14,985 - mmaction - INFO - Epoch [206][540/1253] lr: 2.843e-02, eta: 21:17:30, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.5560, top5_acc: 0.7818, loss_cls: 1.9163, loss: 1.9163, grad_norm: 2.9584 2020-07-20 12:32:36,512 - mmaction - INFO - Epoch [206][560/1253] lr: 2.843e-02, eta: 21:17:05, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.5534, top5_acc: 0.7656, loss_cls: 1.9425, loss: 1.9425, grad_norm: 2.9804 2020-07-20 12:32:57,885 - mmaction - INFO - Epoch [206][580/1253] lr: 2.843e-02, eta: 21:16:40, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.5490, top5_acc: 0.7656, loss_cls: 1.9695, loss: 1.9695, grad_norm: 3.0017 2020-07-20 12:33:19,362 - mmaction - INFO - Epoch [206][600/1253] lr: 2.843e-02, eta: 21:16:15, time: 1.076, data_time: 0.004, memory: 9059, top1_acc: 0.5299, top5_acc: 0.7698, loss_cls: 1.9943, loss: 1.9943, grad_norm: 2.9654 2020-07-20 12:33:40,781 - mmaction - INFO - Epoch [206][620/1253] lr: 2.843e-02, eta: 21:15:50, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.5667, top5_acc: 0.7797, loss_cls: 1.8869, loss: 1.8869, grad_norm: 2.9405 2020-07-20 12:34:01,993 - mmaction - INFO - Epoch [206][640/1253] lr: 2.843e-02, eta: 21:15:24, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.5453, top5_acc: 0.7615, loss_cls: 2.0005, loss: 2.0005, grad_norm: 3.0291 2020-07-20 12:34:23,424 - mmaction - INFO - Epoch [206][660/1253] lr: 2.843e-02, eta: 21:14:59, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.5435, top5_acc: 0.7589, loss_cls: 1.9924, loss: 1.9924, grad_norm: 2.9798 2020-07-20 12:34:44,757 - mmaction - INFO - Epoch [206][680/1253] lr: 2.843e-02, eta: 21:14:34, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.5518, top5_acc: 0.7802, loss_cls: 1.9020, loss: 1.9020, grad_norm: 3.0120 2020-07-20 12:35:05,994 - mmaction - INFO - Epoch [206][700/1253] lr: 2.843e-02, eta: 21:14:09, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5565, top5_acc: 0.7685, loss_cls: 1.9785, loss: 1.9785, grad_norm: 2.9870 2020-07-20 12:35:27,363 - mmaction - INFO - Epoch [206][720/1253] lr: 2.843e-02, eta: 21:13:44, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5521, top5_acc: 0.7745, loss_cls: 1.9040, loss: 1.9040, grad_norm: 2.9961 2020-07-20 12:35:48,588 - mmaction - INFO - Epoch [206][740/1253] lr: 2.843e-02, eta: 21:13:19, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.5393, top5_acc: 0.7729, loss_cls: 1.9535, loss: 1.9535, grad_norm: 2.9751 2020-07-20 12:36:09,954 - mmaction - INFO - Epoch [206][760/1253] lr: 2.843e-02, eta: 21:12:54, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.5529, top5_acc: 0.7680, loss_cls: 1.9719, loss: 1.9719, grad_norm: 3.0706 2020-07-20 12:36:31,377 - mmaction - INFO - Epoch [206][780/1253] lr: 2.843e-02, eta: 21:12:28, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.5607, top5_acc: 0.7781, loss_cls: 1.8873, loss: 1.8873, grad_norm: 2.9394 2020-07-20 12:36:52,711 - mmaction - INFO - Epoch [206][800/1253] lr: 2.843e-02, eta: 21:12:03, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.5534, top5_acc: 0.7799, loss_cls: 1.9268, loss: 1.9268, grad_norm: 3.0603 2020-07-20 12:37:13,926 - mmaction - INFO - Epoch [206][820/1253] lr: 2.843e-02, eta: 21:11:38, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.5432, top5_acc: 0.7729, loss_cls: 1.9621, loss: 1.9621, grad_norm: 2.9992 2020-07-20 12:37:35,067 - mmaction - INFO - Epoch [206][840/1253] lr: 2.843e-02, eta: 21:11:13, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.5482, top5_acc: 0.7708, loss_cls: 1.9539, loss: 1.9539, grad_norm: 2.9966 2020-07-20 12:37:56,439 - mmaction - INFO - Epoch [206][860/1253] lr: 2.843e-02, eta: 21:10:48, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.5458, top5_acc: 0.7693, loss_cls: 1.9661, loss: 1.9661, grad_norm: 2.9621 2020-07-20 12:38:17,663 - mmaction - INFO - Epoch [206][880/1253] lr: 2.843e-02, eta: 21:10:23, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5557, top5_acc: 0.7750, loss_cls: 1.8913, loss: 1.8913, grad_norm: 2.9377 2020-07-20 12:38:38,894 - mmaction - INFO - Epoch [206][900/1253] lr: 2.843e-02, eta: 21:09:57, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5466, top5_acc: 0.7625, loss_cls: 1.9584, loss: 1.9584, grad_norm: 3.0227 2020-07-20 12:39:00,348 - mmaction - INFO - Epoch [206][920/1253] lr: 2.843e-02, eta: 21:09:32, time: 1.071, data_time: 0.001, memory: 9059, top1_acc: 0.5641, top5_acc: 0.7854, loss_cls: 1.8730, loss: 1.8730, grad_norm: 2.9899 2020-07-20 12:39:21,689 - mmaction - INFO - Epoch [206][940/1253] lr: 2.843e-02, eta: 21:09:07, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5448, top5_acc: 0.7823, loss_cls: 1.9417, loss: 1.9417, grad_norm: 3.0448 2020-07-20 12:39:42,875 - mmaction - INFO - Epoch [206][960/1253] lr: 2.843e-02, eta: 21:08:42, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.5440, top5_acc: 0.7721, loss_cls: 1.9465, loss: 1.9465, grad_norm: 3.0180 2020-07-20 12:40:04,303 - mmaction - INFO - Epoch [206][980/1253] lr: 2.843e-02, eta: 21:08:17, time: 1.071, data_time: 0.001, memory: 9059, top1_acc: 0.5526, top5_acc: 0.7680, loss_cls: 1.9432, loss: 1.9432, grad_norm: 2.9970 2020-07-20 12:40:25,617 - mmaction - INFO - Epoch [206][1000/1253] lr: 2.843e-02, eta: 21:07:52, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5448, top5_acc: 0.7719, loss_cls: 1.9352, loss: 1.9352, grad_norm: 3.0478 2020-07-20 12:40:47,045 - mmaction - INFO - Epoch [206][1020/1253] lr: 2.843e-02, eta: 21:07:27, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.5516, top5_acc: 0.7656, loss_cls: 1.9478, loss: 1.9478, grad_norm: 3.0292 2020-07-20 12:41:08,586 - mmaction - INFO - Epoch [206][1040/1253] lr: 2.843e-02, eta: 21:07:01, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.5549, top5_acc: 0.7638, loss_cls: 1.9567, loss: 1.9567, grad_norm: 2.9993 2020-07-20 12:41:29,932 - mmaction - INFO - Epoch [206][1060/1253] lr: 2.843e-02, eta: 21:06:36, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5404, top5_acc: 0.7690, loss_cls: 1.9649, loss: 1.9649, grad_norm: 2.9795 2020-07-20 12:41:51,177 - mmaction - INFO - Epoch [206][1080/1253] lr: 2.843e-02, eta: 21:06:11, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5500, top5_acc: 0.7815, loss_cls: 1.8959, loss: 1.8959, grad_norm: 2.9706 2020-07-20 12:42:12,719 - mmaction - INFO - Epoch [206][1100/1253] lr: 2.843e-02, eta: 21:05:46, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.5664, top5_acc: 0.7891, loss_cls: 1.8649, loss: 1.8649, grad_norm: 2.9566 2020-07-20 12:42:33,954 - mmaction - INFO - Epoch [206][1120/1253] lr: 2.843e-02, eta: 21:05:21, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5503, top5_acc: 0.7695, loss_cls: 1.9469, loss: 1.9469, grad_norm: 3.0361 2020-07-20 12:42:55,193 - mmaction - INFO - Epoch [206][1140/1253] lr: 2.843e-02, eta: 21:04:56, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5635, top5_acc: 0.7794, loss_cls: 1.8929, loss: 1.8929, grad_norm: 2.9988 2020-07-20 12:43:16,502 - mmaction - INFO - Epoch [206][1160/1253] lr: 2.843e-02, eta: 21:04:31, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.5307, top5_acc: 0.7552, loss_cls: 2.0274, loss: 2.0274, grad_norm: 3.0927 2020-07-20 12:43:37,739 - mmaction - INFO - Epoch [206][1180/1253] lr: 2.843e-02, eta: 21:04:05, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.5531, top5_acc: 0.7734, loss_cls: 1.9326, loss: 1.9326, grad_norm: 3.0203 2020-07-20 12:43:59,048 - mmaction - INFO - Epoch [206][1200/1253] lr: 2.843e-02, eta: 21:03:40, time: 1.067, data_time: 0.005, memory: 9059, top1_acc: 0.5594, top5_acc: 0.7643, loss_cls: 1.9408, loss: 1.9408, grad_norm: 2.9723 2020-07-20 12:44:20,268 - mmaction - INFO - Epoch [206][1220/1253] lr: 2.843e-02, eta: 21:03:15, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.5414, top5_acc: 0.7810, loss_cls: 1.9487, loss: 1.9487, grad_norm: 3.0581 2020-07-20 12:44:41,433 - mmaction - INFO - Epoch [206][1240/1253] lr: 2.843e-02, eta: 21:02:50, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.5195, top5_acc: 0.7576, loss_cls: 2.0612, loss: 2.0612, grad_norm: 3.0025 2020-07-20 12:47:34,705 - mmaction - INFO - Epoch [207][20/1253] lr: 2.736e-02, eta: 21:02:49, time: 7.797, data_time: 6.713, memory: 9059, top1_acc: 0.5438, top5_acc: 0.7807, loss_cls: 1.9444, loss: 1.9444, grad_norm: 3.0389 2020-07-20 12:47:56,018 - mmaction - INFO - Epoch [207][40/1253] lr: 2.736e-02, eta: 21:02:24, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.5570, top5_acc: 0.7734, loss_cls: 1.9445, loss: 1.9445, grad_norm: 3.0250 2020-07-20 12:48:17,257 - mmaction - INFO - Epoch [207][60/1253] lr: 2.736e-02, eta: 21:01:58, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5792, top5_acc: 0.7779, loss_cls: 1.8656, loss: 1.8656, grad_norm: 2.9807 2020-07-20 12:48:38,636 - mmaction - INFO - Epoch [207][80/1253] lr: 2.736e-02, eta: 21:01:33, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.5469, top5_acc: 0.7732, loss_cls: 1.9524, loss: 1.9524, grad_norm: 3.0734 2020-07-20 12:48:59,912 - mmaction - INFO - Epoch [207][100/1253] lr: 2.736e-02, eta: 21:01:08, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5693, top5_acc: 0.7815, loss_cls: 1.8741, loss: 1.8741, grad_norm: 3.0035 2020-07-20 12:49:21,290 - mmaction - INFO - Epoch [207][120/1253] lr: 2.736e-02, eta: 21:00:43, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.5615, top5_acc: 0.7716, loss_cls: 1.9046, loss: 1.9046, grad_norm: 3.0433 2020-07-20 12:49:42,561 - mmaction - INFO - Epoch [207][140/1253] lr: 2.736e-02, eta: 21:00:18, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.5529, top5_acc: 0.7802, loss_cls: 1.9190, loss: 1.9190, grad_norm: 3.0209 2020-07-20 12:50:03,768 - mmaction - INFO - Epoch [207][160/1253] lr: 2.736e-02, eta: 20:59:53, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.5615, top5_acc: 0.7888, loss_cls: 1.8553, loss: 1.8553, grad_norm: 2.9761 2020-07-20 12:50:24,972 - mmaction - INFO - Epoch [207][180/1253] lr: 2.736e-02, eta: 20:59:27, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.5576, top5_acc: 0.7745, loss_cls: 1.9323, loss: 1.9323, grad_norm: 2.9901 2020-07-20 12:50:46,268 - mmaction - INFO - Epoch [207][200/1253] lr: 2.736e-02, eta: 20:59:02, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5477, top5_acc: 0.7711, loss_cls: 1.9503, loss: 1.9503, grad_norm: 3.1195 2020-07-20 12:51:07,447 - mmaction - INFO - Epoch [207][220/1253] lr: 2.736e-02, eta: 20:58:37, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.5602, top5_acc: 0.7810, loss_cls: 1.9122, loss: 1.9122, grad_norm: 3.0376 2020-07-20 12:51:28,789 - mmaction - INFO - Epoch [207][240/1253] lr: 2.736e-02, eta: 20:58:12, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5526, top5_acc: 0.7750, loss_cls: 1.9338, loss: 1.9338, grad_norm: 3.0465 2020-07-20 12:51:50,357 - mmaction - INFO - Epoch [207][260/1253] lr: 2.736e-02, eta: 20:57:47, time: 1.078, data_time: 0.001, memory: 9059, top1_acc: 0.5503, top5_acc: 0.7784, loss_cls: 1.9151, loss: 1.9151, grad_norm: 3.0455 2020-07-20 12:52:11,686 - mmaction - INFO - Epoch [207][280/1253] lr: 2.736e-02, eta: 20:57:22, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.5576, top5_acc: 0.7711, loss_cls: 1.9212, loss: 1.9212, grad_norm: 2.9939 2020-07-20 12:52:33,009 - mmaction - INFO - Epoch [207][300/1253] lr: 2.736e-02, eta: 20:56:57, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5430, top5_acc: 0.7773, loss_cls: 1.9454, loss: 1.9454, grad_norm: 3.0314 2020-07-20 12:52:54,252 - mmaction - INFO - Epoch [207][320/1253] lr: 2.736e-02, eta: 20:56:31, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5549, top5_acc: 0.7742, loss_cls: 1.9346, loss: 1.9346, grad_norm: 3.0165 2020-07-20 12:53:15,686 - mmaction - INFO - Epoch [207][340/1253] lr: 2.736e-02, eta: 20:56:06, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.5690, top5_acc: 0.7833, loss_cls: 1.9019, loss: 1.9019, grad_norm: 2.9905 2020-07-20 12:53:36,857 - mmaction - INFO - Epoch [207][360/1253] lr: 2.736e-02, eta: 20:55:41, time: 1.059, data_time: 0.003, memory: 9059, top1_acc: 0.5526, top5_acc: 0.7753, loss_cls: 1.9361, loss: 1.9361, grad_norm: 3.0292 2020-07-20 12:53:58,201 - mmaction - INFO - Epoch [207][380/1253] lr: 2.736e-02, eta: 20:55:16, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5461, top5_acc: 0.7750, loss_cls: 1.9695, loss: 1.9695, grad_norm: 3.0885 2020-07-20 12:54:19,403 - mmaction - INFO - Epoch [207][400/1253] lr: 2.736e-02, eta: 20:54:51, time: 1.059, data_time: 0.001, memory: 9059, top1_acc: 0.5734, top5_acc: 0.7964, loss_cls: 1.8607, loss: 1.8607, grad_norm: 2.9289 2020-07-20 12:54:41,085 - mmaction - INFO - Epoch [207][420/1253] lr: 2.736e-02, eta: 20:54:26, time: 1.085, data_time: 0.002, memory: 9059, top1_acc: 0.5555, top5_acc: 0.7839, loss_cls: 1.9016, loss: 1.9016, grad_norm: 3.0317 2020-07-20 12:55:02,825 - mmaction - INFO - Epoch [207][440/1253] lr: 2.736e-02, eta: 20:54:01, time: 1.087, data_time: 0.002, memory: 9059, top1_acc: 0.5664, top5_acc: 0.7844, loss_cls: 1.8514, loss: 1.8514, grad_norm: 3.0425 2020-07-20 12:55:24,245 - mmaction - INFO - Epoch [207][460/1253] lr: 2.736e-02, eta: 20:53:36, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.5612, top5_acc: 0.7727, loss_cls: 1.9199, loss: 1.9199, grad_norm: 3.0812 2020-07-20 12:55:45,374 - mmaction - INFO - Epoch [207][480/1253] lr: 2.736e-02, eta: 20:53:10, time: 1.056, data_time: 0.001, memory: 9059, top1_acc: 0.5474, top5_acc: 0.7823, loss_cls: 1.9505, loss: 1.9505, grad_norm: 3.0531 2020-07-20 12:56:06,812 - mmaction - INFO - Epoch [207][500/1253] lr: 2.736e-02, eta: 20:52:45, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.5490, top5_acc: 0.7740, loss_cls: 1.9300, loss: 1.9300, grad_norm: 3.0103 2020-07-20 12:56:28,672 - mmaction - INFO - Epoch [207][520/1253] lr: 2.736e-02, eta: 20:52:20, time: 1.094, data_time: 0.003, memory: 9059, top1_acc: 0.5508, top5_acc: 0.7938, loss_cls: 1.8659, loss: 1.8659, grad_norm: 2.9948 2020-07-20 12:56:50,174 - mmaction - INFO - Epoch [207][540/1253] lr: 2.736e-02, eta: 20:51:55, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.5510, top5_acc: 0.7698, loss_cls: 1.9211, loss: 1.9211, grad_norm: 3.0703 2020-07-20 12:57:12,052 - mmaction - INFO - Epoch [207][560/1253] lr: 2.736e-02, eta: 20:51:30, time: 1.095, data_time: 0.002, memory: 9059, top1_acc: 0.5643, top5_acc: 0.7839, loss_cls: 1.8862, loss: 1.8862, grad_norm: 3.0699 2020-07-20 12:57:33,412 - mmaction - INFO - Epoch [207][580/1253] lr: 2.736e-02, eta: 20:51:05, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.5565, top5_acc: 0.7750, loss_cls: 1.9318, loss: 1.9318, grad_norm: 3.0859 2020-07-20 12:57:54,699 - mmaction - INFO - Epoch [207][600/1253] lr: 2.736e-02, eta: 20:50:40, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.5604, top5_acc: 0.7758, loss_cls: 1.9104, loss: 1.9104, grad_norm: 3.0267 2020-07-20 12:58:15,949 - mmaction - INFO - Epoch [207][620/1253] lr: 2.736e-02, eta: 20:50:15, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5404, top5_acc: 0.7727, loss_cls: 1.9471, loss: 1.9471, grad_norm: 3.0605 2020-07-20 12:58:37,290 - mmaction - INFO - Epoch [207][640/1253] lr: 2.736e-02, eta: 20:49:50, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5596, top5_acc: 0.7740, loss_cls: 1.9163, loss: 1.9163, grad_norm: 3.0471 2020-07-20 12:58:58,625 - mmaction - INFO - Epoch [207][660/1253] lr: 2.736e-02, eta: 20:49:25, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5370, top5_acc: 0.7753, loss_cls: 1.9645, loss: 1.9645, grad_norm: 3.0467 2020-07-20 12:59:19,966 - mmaction - INFO - Epoch [207][680/1253] lr: 2.736e-02, eta: 20:49:00, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5451, top5_acc: 0.7656, loss_cls: 1.9725, loss: 1.9725, grad_norm: 3.0371 2020-07-20 12:59:41,504 - mmaction - INFO - Epoch [207][700/1253] lr: 2.736e-02, eta: 20:48:35, time: 1.077, data_time: 0.008, memory: 9059, top1_acc: 0.5380, top5_acc: 0.7594, loss_cls: 1.9887, loss: 1.9887, grad_norm: 2.9956 2020-07-20 13:00:06,388 - mmaction - INFO - Epoch [207][720/1253] lr: 2.736e-02, eta: 20:48:10, time: 1.094, data_time: 0.002, memory: 9059, top1_acc: 0.5469, top5_acc: 0.7680, loss_cls: 1.9729, loss: 1.9729, grad_norm: 3.0531 2020-07-20 13:00:33,053 - mmaction - INFO - Epoch [207][740/1253] lr: 2.736e-02, eta: 20:47:47, time: 1.482, data_time: 0.174, memory: 9059, top1_acc: 0.5508, top5_acc: 0.7674, loss_cls: 1.9644, loss: 1.9644, grad_norm: 3.0291 2020-07-20 13:00:55,048 - mmaction - INFO - Epoch [207][760/1253] lr: 2.736e-02, eta: 20:47:22, time: 1.102, data_time: 0.003, memory: 9059, top1_acc: 0.5516, top5_acc: 0.7589, loss_cls: 1.9704, loss: 1.9704, grad_norm: 3.0205 2020-07-20 13:01:16,535 - mmaction - INFO - Epoch [207][780/1253] lr: 2.736e-02, eta: 20:46:57, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.5398, top5_acc: 0.7698, loss_cls: 1.9738, loss: 1.9738, grad_norm: 3.0935 2020-07-20 13:01:37,745 - mmaction - INFO - Epoch [207][800/1253] lr: 2.736e-02, eta: 20:46:32, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5534, top5_acc: 0.7768, loss_cls: 1.9082, loss: 1.9082, grad_norm: 2.9877 2020-07-20 13:01:59,021 - mmaction - INFO - Epoch [207][820/1253] lr: 2.736e-02, eta: 20:46:07, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5367, top5_acc: 0.7737, loss_cls: 1.9423, loss: 1.9423, grad_norm: 3.0602 2020-07-20 13:02:20,206 - mmaction - INFO - Epoch [207][840/1253] lr: 2.736e-02, eta: 20:45:42, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.5453, top5_acc: 0.7771, loss_cls: 1.9524, loss: 1.9524, grad_norm: 3.0729 2020-07-20 13:02:41,673 - mmaction - INFO - Epoch [207][860/1253] lr: 2.736e-02, eta: 20:45:17, time: 1.075, data_time: 0.003, memory: 9059, top1_acc: 0.5469, top5_acc: 0.7630, loss_cls: 1.9782, loss: 1.9782, grad_norm: 3.0285 2020-07-20 13:03:03,059 - mmaction - INFO - Epoch [207][880/1253] lr: 2.736e-02, eta: 20:44:52, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.5589, top5_acc: 0.7701, loss_cls: 1.9437, loss: 1.9437, grad_norm: 3.0614 2020-07-20 13:03:24,459 - mmaction - INFO - Epoch [207][900/1253] lr: 2.736e-02, eta: 20:44:26, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.5604, top5_acc: 0.7760, loss_cls: 1.8987, loss: 1.8987, grad_norm: 3.0382 2020-07-20 13:03:45,966 - mmaction - INFO - Epoch [207][920/1253] lr: 2.736e-02, eta: 20:44:01, time: 1.077, data_time: 0.003, memory: 9059, top1_acc: 0.5477, top5_acc: 0.7740, loss_cls: 1.9263, loss: 1.9263, grad_norm: 3.0581 2020-07-20 13:04:07,222 - mmaction - INFO - Epoch [207][940/1253] lr: 2.736e-02, eta: 20:43:36, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5432, top5_acc: 0.7656, loss_cls: 1.9476, loss: 1.9476, grad_norm: 3.0911 2020-07-20 13:04:28,703 - mmaction - INFO - Epoch [207][960/1253] lr: 2.736e-02, eta: 20:43:11, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.5326, top5_acc: 0.7589, loss_cls: 2.0273, loss: 2.0273, grad_norm: 3.1014 2020-07-20 13:04:49,941 - mmaction - INFO - Epoch [207][980/1253] lr: 2.736e-02, eta: 20:42:46, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5458, top5_acc: 0.7737, loss_cls: 1.9397, loss: 1.9397, grad_norm: 3.0685 2020-07-20 13:05:11,312 - mmaction - INFO - Epoch [207][1000/1253] lr: 2.736e-02, eta: 20:42:21, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.5740, top5_acc: 0.7786, loss_cls: 1.8769, loss: 1.8769, grad_norm: 3.0127 2020-07-20 13:05:32,587 - mmaction - INFO - Epoch [207][1020/1253] lr: 2.736e-02, eta: 20:41:56, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.5695, top5_acc: 0.7815, loss_cls: 1.8859, loss: 1.8859, grad_norm: 3.0327 2020-07-20 13:05:53,947 - mmaction - INFO - Epoch [207][1040/1253] lr: 2.736e-02, eta: 20:41:31, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.5424, top5_acc: 0.7672, loss_cls: 1.9705, loss: 1.9705, grad_norm: 3.1083 2020-07-20 13:06:15,357 - mmaction - INFO - Epoch [207][1060/1253] lr: 2.736e-02, eta: 20:41:06, time: 1.070, data_time: 0.001, memory: 9059, top1_acc: 0.5396, top5_acc: 0.7669, loss_cls: 1.9737, loss: 1.9737, grad_norm: 3.0798 2020-07-20 13:06:37,100 - mmaction - INFO - Epoch [207][1080/1253] lr: 2.736e-02, eta: 20:40:41, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.5555, top5_acc: 0.7721, loss_cls: 1.9111, loss: 1.9111, grad_norm: 3.0291 2020-07-20 13:06:58,722 - mmaction - INFO - Epoch [207][1100/1253] lr: 2.736e-02, eta: 20:40:16, time: 1.081, data_time: 0.003, memory: 9059, top1_acc: 0.5529, top5_acc: 0.7727, loss_cls: 1.9524, loss: 1.9524, grad_norm: 3.0645 2020-07-20 13:07:20,176 - mmaction - INFO - Epoch [207][1120/1253] lr: 2.736e-02, eta: 20:39:51, time: 1.074, data_time: 0.003, memory: 9059, top1_acc: 0.5513, top5_acc: 0.7695, loss_cls: 1.9492, loss: 1.9492, grad_norm: 3.0682 2020-07-20 13:07:41,696 - mmaction - INFO - Epoch [207][1140/1253] lr: 2.736e-02, eta: 20:39:26, time: 1.076, data_time: 0.005, memory: 9059, top1_acc: 0.5396, top5_acc: 0.7635, loss_cls: 1.9540, loss: 1.9540, grad_norm: 3.0592 2020-07-20 13:08:03,097 - mmaction - INFO - Epoch [207][1160/1253] lr: 2.736e-02, eta: 20:39:00, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.5440, top5_acc: 0.7690, loss_cls: 1.9849, loss: 1.9849, grad_norm: 3.1388 2020-07-20 13:08:24,428 - mmaction - INFO - Epoch [207][1180/1253] lr: 2.736e-02, eta: 20:38:35, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5591, top5_acc: 0.7714, loss_cls: 1.9259, loss: 1.9259, grad_norm: 2.9964 2020-07-20 13:08:45,687 - mmaction - INFO - Epoch [207][1200/1253] lr: 2.736e-02, eta: 20:38:10, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5443, top5_acc: 0.7708, loss_cls: 1.9879, loss: 1.9879, grad_norm: 3.0958 2020-07-20 13:09:07,043 - mmaction - INFO - Epoch [207][1220/1253] lr: 2.736e-02, eta: 20:37:45, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5560, top5_acc: 0.7706, loss_cls: 1.9153, loss: 1.9153, grad_norm: 3.0275 2020-07-20 13:09:28,391 - mmaction - INFO - Epoch [207][1240/1253] lr: 2.736e-02, eta: 20:37:20, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.5536, top5_acc: 0.7659, loss_cls: 1.9549, loss: 1.9549, grad_norm: 2.9944 2020-07-20 13:12:44,407 - mmaction - INFO - Epoch [208][20/1253] lr: 2.631e-02, eta: 20:37:24, time: 8.734, data_time: 7.512, memory: 9059, top1_acc: 0.5578, top5_acc: 0.7820, loss_cls: 1.9210, loss: 1.9210, grad_norm: 3.0684 2020-07-20 13:13:05,699 - mmaction - INFO - Epoch [208][40/1253] lr: 2.631e-02, eta: 20:36:59, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5622, top5_acc: 0.7805, loss_cls: 1.8765, loss: 1.8765, grad_norm: 3.0029 2020-07-20 13:13:26,983 - mmaction - INFO - Epoch [208][60/1253] lr: 2.631e-02, eta: 20:36:34, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5724, top5_acc: 0.7857, loss_cls: 1.8511, loss: 1.8511, grad_norm: 3.0583 2020-07-20 13:13:48,327 - mmaction - INFO - Epoch [208][80/1253] lr: 2.631e-02, eta: 20:36:09, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5758, top5_acc: 0.7982, loss_cls: 1.8310, loss: 1.8310, grad_norm: 3.0083 2020-07-20 13:14:09,634 - mmaction - INFO - Epoch [208][100/1253] lr: 2.631e-02, eta: 20:35:43, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.5555, top5_acc: 0.7768, loss_cls: 1.9109, loss: 1.9109, grad_norm: 3.0397 2020-07-20 13:14:31,249 - mmaction - INFO - Epoch [208][120/1253] lr: 2.631e-02, eta: 20:35:18, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.5740, top5_acc: 0.7828, loss_cls: 1.8523, loss: 1.8523, grad_norm: 3.0451 2020-07-20 13:14:52,485 - mmaction - INFO - Epoch [208][140/1253] lr: 2.631e-02, eta: 20:34:53, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.5708, top5_acc: 0.7797, loss_cls: 1.8633, loss: 1.8633, grad_norm: 3.0707 2020-07-20 13:15:13,864 - mmaction - INFO - Epoch [208][160/1253] lr: 2.631e-02, eta: 20:34:28, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.5688, top5_acc: 0.7828, loss_cls: 1.8774, loss: 1.8774, grad_norm: 3.0867 2020-07-20 13:15:35,174 - mmaction - INFO - Epoch [208][180/1253] lr: 2.631e-02, eta: 20:34:03, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.5615, top5_acc: 0.7857, loss_cls: 1.8679, loss: 1.8679, grad_norm: 3.0807 2020-07-20 13:15:56,756 - mmaction - INFO - Epoch [208][200/1253] lr: 2.631e-02, eta: 20:33:38, time: 1.079, data_time: 0.001, memory: 9059, top1_acc: 0.5466, top5_acc: 0.7674, loss_cls: 1.9679, loss: 1.9679, grad_norm: 3.1134 2020-07-20 13:16:17,900 - mmaction - INFO - Epoch [208][220/1253] lr: 2.631e-02, eta: 20:33:13, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.5534, top5_acc: 0.7766, loss_cls: 1.9311, loss: 1.9311, grad_norm: 3.0592 2020-07-20 13:16:39,240 - mmaction - INFO - Epoch [208][240/1253] lr: 2.631e-02, eta: 20:32:48, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5406, top5_acc: 0.7685, loss_cls: 1.9778, loss: 1.9778, grad_norm: 3.0280 2020-07-20 13:17:00,491 - mmaction - INFO - Epoch [208][260/1253] lr: 2.631e-02, eta: 20:32:23, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5565, top5_acc: 0.7693, loss_cls: 1.9303, loss: 1.9303, grad_norm: 3.0320 2020-07-20 13:17:21,808 - mmaction - INFO - Epoch [208][280/1253] lr: 2.631e-02, eta: 20:31:57, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.5625, top5_acc: 0.7747, loss_cls: 1.8984, loss: 1.8984, grad_norm: 3.0464 2020-07-20 13:17:43,275 - mmaction - INFO - Epoch [208][300/1253] lr: 2.631e-02, eta: 20:31:32, time: 1.072, data_time: 0.001, memory: 9059, top1_acc: 0.5516, top5_acc: 0.7771, loss_cls: 1.9324, loss: 1.9324, grad_norm: 3.1028 2020-07-20 13:18:04,482 - mmaction - INFO - Epoch [208][320/1253] lr: 2.631e-02, eta: 20:31:07, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.5557, top5_acc: 0.7737, loss_cls: 1.9365, loss: 1.9365, grad_norm: 3.1147 2020-07-20 13:18:25,734 - mmaction - INFO - Epoch [208][340/1253] lr: 2.631e-02, eta: 20:30:42, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5451, top5_acc: 0.7747, loss_cls: 1.9513, loss: 1.9513, grad_norm: 3.0940 2020-07-20 13:18:47,118 - mmaction - INFO - Epoch [208][360/1253] lr: 2.631e-02, eta: 20:30:17, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.5773, top5_acc: 0.7956, loss_cls: 1.8287, loss: 1.8287, grad_norm: 3.0309 2020-07-20 13:19:08,446 - mmaction - INFO - Epoch [208][380/1253] lr: 2.631e-02, eta: 20:29:52, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.5693, top5_acc: 0.7742, loss_cls: 1.8951, loss: 1.8951, grad_norm: 3.0498 2020-07-20 13:19:29,696 - mmaction - INFO - Epoch [208][400/1253] lr: 2.631e-02, eta: 20:29:27, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5669, top5_acc: 0.7794, loss_cls: 1.9031, loss: 1.9031, grad_norm: 3.0197 2020-07-20 13:19:50,977 - mmaction - INFO - Epoch [208][420/1253] lr: 2.631e-02, eta: 20:29:02, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.5539, top5_acc: 0.7771, loss_cls: 1.9136, loss: 1.9136, grad_norm: 3.0642 2020-07-20 13:20:12,749 - mmaction - INFO - Epoch [208][440/1253] lr: 2.631e-02, eta: 20:28:37, time: 1.088, data_time: 0.013, memory: 9059, top1_acc: 0.5576, top5_acc: 0.7831, loss_cls: 1.9147, loss: 1.9147, grad_norm: 3.1203 2020-07-20 13:20:33,982 - mmaction - INFO - Epoch [208][460/1253] lr: 2.631e-02, eta: 20:28:12, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5487, top5_acc: 0.7680, loss_cls: 1.9630, loss: 1.9630, grad_norm: 3.1101 2020-07-20 13:20:55,368 - mmaction - INFO - Epoch [208][480/1253] lr: 2.631e-02, eta: 20:27:46, time: 1.071, data_time: 0.003, memory: 9059, top1_acc: 0.5508, top5_acc: 0.7789, loss_cls: 1.8926, loss: 1.8926, grad_norm: 3.0859 2020-07-20 13:21:16,674 - mmaction - INFO - Epoch [208][500/1253] lr: 2.631e-02, eta: 20:27:21, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5570, top5_acc: 0.7763, loss_cls: 1.9176, loss: 1.9176, grad_norm: 3.0877 2020-07-20 13:21:38,065 - mmaction - INFO - Epoch [208][520/1253] lr: 2.631e-02, eta: 20:26:56, time: 1.071, data_time: 0.003, memory: 9059, top1_acc: 0.5500, top5_acc: 0.7682, loss_cls: 1.9285, loss: 1.9285, grad_norm: 3.1029 2020-07-20 13:21:59,516 - mmaction - INFO - Epoch [208][540/1253] lr: 2.631e-02, eta: 20:26:31, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.5477, top5_acc: 0.7674, loss_cls: 1.9507, loss: 1.9507, grad_norm: 3.0287 2020-07-20 13:22:20,683 - mmaction - INFO - Epoch [208][560/1253] lr: 2.631e-02, eta: 20:26:06, time: 1.058, data_time: 0.001, memory: 9059, top1_acc: 0.5497, top5_acc: 0.7578, loss_cls: 1.9686, loss: 1.9686, grad_norm: 3.1239 2020-07-20 13:22:42,069 - mmaction - INFO - Epoch [208][580/1253] lr: 2.631e-02, eta: 20:25:41, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.5458, top5_acc: 0.7708, loss_cls: 1.9527, loss: 1.9527, grad_norm: 3.1265 2020-07-20 13:23:03,399 - mmaction - INFO - Epoch [208][600/1253] lr: 2.631e-02, eta: 20:25:16, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5745, top5_acc: 0.7898, loss_cls: 1.8231, loss: 1.8231, grad_norm: 3.0334 2020-07-20 13:23:24,612 - mmaction - INFO - Epoch [208][620/1253] lr: 2.631e-02, eta: 20:24:51, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.5505, top5_acc: 0.7766, loss_cls: 1.9078, loss: 1.9078, grad_norm: 3.0941 2020-07-20 13:23:46,008 - mmaction - INFO - Epoch [208][640/1253] lr: 2.631e-02, eta: 20:24:26, time: 1.071, data_time: 0.003, memory: 9059, top1_acc: 0.5464, top5_acc: 0.7680, loss_cls: 1.9695, loss: 1.9695, grad_norm: 3.1289 2020-07-20 13:24:07,640 - mmaction - INFO - Epoch [208][660/1253] lr: 2.631e-02, eta: 20:24:01, time: 1.083, data_time: 0.003, memory: 9059, top1_acc: 0.5510, top5_acc: 0.7729, loss_cls: 1.9364, loss: 1.9364, grad_norm: 3.1368 2020-07-20 13:24:29,088 - mmaction - INFO - Epoch [208][680/1253] lr: 2.631e-02, eta: 20:23:36, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.5474, top5_acc: 0.7721, loss_cls: 1.9419, loss: 1.9419, grad_norm: 3.1149 2020-07-20 13:24:50,754 - mmaction - INFO - Epoch [208][700/1253] lr: 2.631e-02, eta: 20:23:11, time: 1.084, data_time: 0.002, memory: 9059, top1_acc: 0.5635, top5_acc: 0.7823, loss_cls: 1.8631, loss: 1.8631, grad_norm: 3.0916 2020-07-20 13:25:12,269 - mmaction - INFO - Epoch [208][720/1253] lr: 2.631e-02, eta: 20:22:46, time: 1.076, data_time: 0.001, memory: 9059, top1_acc: 0.5448, top5_acc: 0.7620, loss_cls: 2.0064, loss: 2.0064, grad_norm: 3.1926 2020-07-20 13:25:33,624 - mmaction - INFO - Epoch [208][740/1253] lr: 2.631e-02, eta: 20:22:20, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5594, top5_acc: 0.7836, loss_cls: 1.8895, loss: 1.8895, grad_norm: 3.0977 2020-07-20 13:25:54,911 - mmaction - INFO - Epoch [208][760/1253] lr: 2.631e-02, eta: 20:21:55, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5573, top5_acc: 0.7688, loss_cls: 1.9425, loss: 1.9425, grad_norm: 3.1170 2020-07-20 13:26:16,454 - mmaction - INFO - Epoch [208][780/1253] lr: 2.631e-02, eta: 20:21:30, time: 1.078, data_time: 0.003, memory: 9059, top1_acc: 0.5466, top5_acc: 0.7742, loss_cls: 1.9492, loss: 1.9492, grad_norm: 3.1130 2020-07-20 13:26:37,866 - mmaction - INFO - Epoch [208][800/1253] lr: 2.631e-02, eta: 20:21:05, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.5516, top5_acc: 0.7701, loss_cls: 1.9559, loss: 1.9559, grad_norm: 3.1120 2020-07-20 13:26:59,225 - mmaction - INFO - Epoch [208][820/1253] lr: 2.631e-02, eta: 20:20:40, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.5581, top5_acc: 0.7828, loss_cls: 1.9036, loss: 1.9036, grad_norm: 3.0007 2020-07-20 13:27:20,425 - mmaction - INFO - Epoch [208][840/1253] lr: 2.631e-02, eta: 20:20:15, time: 1.059, data_time: 0.001, memory: 9059, top1_acc: 0.5432, top5_acc: 0.7651, loss_cls: 1.9794, loss: 1.9794, grad_norm: 3.0560 2020-07-20 13:27:41,791 - mmaction - INFO - Epoch [208][860/1253] lr: 2.631e-02, eta: 20:19:50, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.5635, top5_acc: 0.7846, loss_cls: 1.8668, loss: 1.8668, grad_norm: 3.0447 2020-07-20 13:28:03,484 - mmaction - INFO - Epoch [208][880/1253] lr: 2.631e-02, eta: 20:19:25, time: 1.085, data_time: 0.002, memory: 9059, top1_acc: 0.5563, top5_acc: 0.7753, loss_cls: 1.9335, loss: 1.9335, grad_norm: 3.1210 2020-07-20 13:28:24,657 - mmaction - INFO - Epoch [208][900/1253] lr: 2.631e-02, eta: 20:19:00, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.5492, top5_acc: 0.7721, loss_cls: 1.9246, loss: 1.9246, grad_norm: 3.0862 2020-07-20 13:28:45,961 - mmaction - INFO - Epoch [208][920/1253] lr: 2.631e-02, eta: 20:18:35, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5464, top5_acc: 0.7708, loss_cls: 1.9377, loss: 1.9377, grad_norm: 3.0963 2020-07-20 13:29:07,142 - mmaction - INFO - Epoch [208][940/1253] lr: 2.631e-02, eta: 20:18:10, time: 1.060, data_time: 0.004, memory: 9059, top1_acc: 0.5526, top5_acc: 0.7714, loss_cls: 1.9223, loss: 1.9223, grad_norm: 3.0705 2020-07-20 13:29:28,537 - mmaction - INFO - Epoch [208][960/1253] lr: 2.631e-02, eta: 20:17:45, time: 1.070, data_time: 0.001, memory: 9059, top1_acc: 0.5565, top5_acc: 0.7776, loss_cls: 1.9077, loss: 1.9077, grad_norm: 3.1027 2020-07-20 13:29:49,714 - mmaction - INFO - Epoch [208][980/1253] lr: 2.631e-02, eta: 20:17:19, time: 1.058, data_time: 0.001, memory: 9059, top1_acc: 0.5503, top5_acc: 0.7771, loss_cls: 1.9332, loss: 1.9332, grad_norm: 3.0868 2020-07-20 13:30:11,816 - mmaction - INFO - Epoch [208][1000/1253] lr: 2.631e-02, eta: 20:16:55, time: 1.106, data_time: 0.002, memory: 9059, top1_acc: 0.5503, top5_acc: 0.7815, loss_cls: 1.9209, loss: 1.9209, grad_norm: 3.1370 2020-07-20 13:30:33,160 - mmaction - INFO - Epoch [208][1020/1253] lr: 2.631e-02, eta: 20:16:30, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5464, top5_acc: 0.7714, loss_cls: 1.9440, loss: 1.9440, grad_norm: 3.1441 2020-07-20 13:30:54,464 - mmaction - INFO - Epoch [208][1040/1253] lr: 2.631e-02, eta: 20:16:04, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5591, top5_acc: 0.7771, loss_cls: 1.9264, loss: 1.9264, grad_norm: 3.0760 2020-07-20 13:31:15,786 - mmaction - INFO - Epoch [208][1060/1253] lr: 2.631e-02, eta: 20:15:39, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.5495, top5_acc: 0.7695, loss_cls: 1.9572, loss: 1.9572, grad_norm: 3.1043 2020-07-20 13:31:37,113 - mmaction - INFO - Epoch [208][1080/1253] lr: 2.631e-02, eta: 20:15:14, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.5633, top5_acc: 0.7797, loss_cls: 1.9162, loss: 1.9162, grad_norm: 3.0192 2020-07-20 13:31:58,573 - mmaction - INFO - Epoch [208][1100/1253] lr: 2.631e-02, eta: 20:14:49, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.5542, top5_acc: 0.7779, loss_cls: 1.9357, loss: 1.9357, grad_norm: 3.0719 2020-07-20 13:32:19,998 - mmaction - INFO - Epoch [208][1120/1253] lr: 2.631e-02, eta: 20:14:24, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.5773, top5_acc: 0.7943, loss_cls: 1.8132, loss: 1.8132, grad_norm: 2.9944 2020-07-20 13:32:41,481 - mmaction - INFO - Epoch [208][1140/1253] lr: 2.631e-02, eta: 20:13:59, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.5492, top5_acc: 0.7680, loss_cls: 1.9573, loss: 1.9573, grad_norm: 3.1416 2020-07-20 13:33:02,855 - mmaction - INFO - Epoch [208][1160/1253] lr: 2.631e-02, eta: 20:13:34, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.5380, top5_acc: 0.7672, loss_cls: 1.9773, loss: 1.9773, grad_norm: 3.0815 2020-07-20 13:33:24,256 - mmaction - INFO - Epoch [208][1180/1253] lr: 2.631e-02, eta: 20:13:09, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.5510, top5_acc: 0.7758, loss_cls: 1.9310, loss: 1.9310, grad_norm: 3.1000 2020-07-20 13:33:45,563 - mmaction - INFO - Epoch [208][1200/1253] lr: 2.631e-02, eta: 20:12:44, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5552, top5_acc: 0.7839, loss_cls: 1.9048, loss: 1.9048, grad_norm: 3.0703 2020-07-20 13:34:07,038 - mmaction - INFO - Epoch [208][1220/1253] lr: 2.631e-02, eta: 20:12:19, time: 1.073, data_time: 0.001, memory: 9059, top1_acc: 0.5563, top5_acc: 0.7794, loss_cls: 1.8949, loss: 1.8949, grad_norm: 3.0829 2020-07-20 13:34:28,523 - mmaction - INFO - Epoch [208][1240/1253] lr: 2.631e-02, eta: 20:11:54, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.5724, top5_acc: 0.7826, loss_cls: 1.8760, loss: 1.8760, grad_norm: 3.0216 2020-07-20 13:34:47,679 - mmaction - INFO - Saving checkpoint at 208 epochs 2020-07-20 13:37:35,009 - mmaction - INFO - Epoch [209][20/1253] lr: 2.528e-02, eta: 20:11:54, time: 8.311, data_time: 7.012, memory: 9059, top1_acc: 0.5628, top5_acc: 0.7880, loss_cls: 1.8905, loss: 1.8905, grad_norm: 3.0830 2020-07-20 13:37:56,216 - mmaction - INFO - Epoch [209][40/1253] lr: 2.528e-02, eta: 20:11:29, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5745, top5_acc: 0.7969, loss_cls: 1.8320, loss: 1.8320, grad_norm: 3.0674 2020-07-20 13:38:17,597 - mmaction - INFO - Epoch [209][60/1253] lr: 2.528e-02, eta: 20:11:04, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.5779, top5_acc: 0.7977, loss_cls: 1.8026, loss: 1.8026, grad_norm: 3.0661 2020-07-20 13:38:40,272 - mmaction - INFO - Epoch [209][80/1253] lr: 2.528e-02, eta: 20:10:39, time: 1.134, data_time: 0.010, memory: 9059, top1_acc: 0.5724, top5_acc: 0.7904, loss_cls: 1.8444, loss: 1.8444, grad_norm: 3.0999 2020-07-20 13:39:03,358 - mmaction - INFO - Epoch [209][100/1253] lr: 2.528e-02, eta: 20:10:14, time: 1.153, data_time: 0.017, memory: 9059, top1_acc: 0.5698, top5_acc: 0.7862, loss_cls: 1.8521, loss: 1.8521, grad_norm: 3.0544 2020-07-20 13:39:25,710 - mmaction - INFO - Epoch [209][120/1253] lr: 2.528e-02, eta: 20:09:50, time: 1.118, data_time: 0.021, memory: 9059, top1_acc: 0.5596, top5_acc: 0.7833, loss_cls: 1.8845, loss: 1.8845, grad_norm: 3.1130 2020-07-20 13:39:47,063 - mmaction - INFO - Epoch [209][140/1253] lr: 2.528e-02, eta: 20:09:25, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5513, top5_acc: 0.7719, loss_cls: 1.9184, loss: 1.9184, grad_norm: 3.1432 2020-07-20 13:40:08,370 - mmaction - INFO - Epoch [209][160/1253] lr: 2.528e-02, eta: 20:09:00, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5685, top5_acc: 0.7755, loss_cls: 1.8856, loss: 1.8856, grad_norm: 3.1111 2020-07-20 13:40:29,813 - mmaction - INFO - Epoch [209][180/1253] lr: 2.528e-02, eta: 20:08:34, time: 1.071, data_time: 0.009, memory: 9059, top1_acc: 0.5737, top5_acc: 0.7773, loss_cls: 1.8396, loss: 1.8396, grad_norm: 3.0656 2020-07-20 13:40:51,380 - mmaction - INFO - Epoch [209][200/1253] lr: 2.528e-02, eta: 20:08:09, time: 1.080, data_time: 0.003, memory: 9059, top1_acc: 0.5578, top5_acc: 0.7789, loss_cls: 1.8804, loss: 1.8804, grad_norm: 3.0704 2020-07-20 13:41:12,864 - mmaction - INFO - Epoch [209][220/1253] lr: 2.528e-02, eta: 20:07:44, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.5563, top5_acc: 0.7677, loss_cls: 1.9538, loss: 1.9538, grad_norm: 3.0952 2020-07-20 13:41:34,268 - mmaction - INFO - Epoch [209][240/1253] lr: 2.528e-02, eta: 20:07:19, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.5690, top5_acc: 0.7789, loss_cls: 1.8818, loss: 1.8818, grad_norm: 3.0369 2020-07-20 13:41:55,712 - mmaction - INFO - Epoch [209][260/1253] lr: 2.528e-02, eta: 20:06:54, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.5461, top5_acc: 0.7771, loss_cls: 1.9385, loss: 1.9385, grad_norm: 3.1201 2020-07-20 13:42:17,003 - mmaction - INFO - Epoch [209][280/1253] lr: 2.528e-02, eta: 20:06:29, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.5688, top5_acc: 0.7807, loss_cls: 1.8808, loss: 1.8808, grad_norm: 3.0707 2020-07-20 13:42:38,265 - mmaction - INFO - Epoch [209][300/1253] lr: 2.528e-02, eta: 20:06:04, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5503, top5_acc: 0.7813, loss_cls: 1.9123, loss: 1.9123, grad_norm: 3.1476 2020-07-20 13:42:59,855 - mmaction - INFO - Epoch [209][320/1253] lr: 2.528e-02, eta: 20:05:39, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.5625, top5_acc: 0.7875, loss_cls: 1.8526, loss: 1.8526, grad_norm: 3.0019 2020-07-20 13:43:21,457 - mmaction - INFO - Epoch [209][340/1253] lr: 2.528e-02, eta: 20:05:14, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.5492, top5_acc: 0.7695, loss_cls: 1.9478, loss: 1.9478, grad_norm: 3.1065 2020-07-20 13:43:42,960 - mmaction - INFO - Epoch [209][360/1253] lr: 2.528e-02, eta: 20:04:49, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.5570, top5_acc: 0.7854, loss_cls: 1.8831, loss: 1.8831, grad_norm: 3.1528 2020-07-20 13:44:04,414 - mmaction - INFO - Epoch [209][380/1253] lr: 2.528e-02, eta: 20:04:24, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.5589, top5_acc: 0.7776, loss_cls: 1.8911, loss: 1.8911, grad_norm: 3.1671 2020-07-20 13:44:26,182 - mmaction - INFO - Epoch [209][400/1253] lr: 2.528e-02, eta: 20:03:59, time: 1.089, data_time: 0.002, memory: 9059, top1_acc: 0.5651, top5_acc: 0.7880, loss_cls: 1.8628, loss: 1.8628, grad_norm: 3.0891 2020-07-20 13:44:47,663 - mmaction - INFO - Epoch [209][420/1253] lr: 2.528e-02, eta: 20:03:34, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.5529, top5_acc: 0.7742, loss_cls: 1.9404, loss: 1.9404, grad_norm: 3.1309 2020-07-20 13:45:09,125 - mmaction - INFO - Epoch [209][440/1253] lr: 2.528e-02, eta: 20:03:09, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.5633, top5_acc: 0.7865, loss_cls: 1.8919, loss: 1.8919, grad_norm: 3.0490 2020-07-20 13:45:30,557 - mmaction - INFO - Epoch [209][460/1253] lr: 2.528e-02, eta: 20:02:44, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.5617, top5_acc: 0.7818, loss_cls: 1.8845, loss: 1.8845, grad_norm: 3.1122 2020-07-20 13:45:52,595 - mmaction - INFO - Epoch [209][480/1253] lr: 2.528e-02, eta: 20:02:19, time: 1.102, data_time: 0.002, memory: 9059, top1_acc: 0.5474, top5_acc: 0.7674, loss_cls: 1.9519, loss: 1.9519, grad_norm: 3.1154 2020-07-20 13:46:13,872 - mmaction - INFO - Epoch [209][500/1253] lr: 2.528e-02, eta: 20:01:54, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5583, top5_acc: 0.7839, loss_cls: 1.8628, loss: 1.8628, grad_norm: 3.0641 2020-07-20 13:46:35,193 - mmaction - INFO - Epoch [209][520/1253] lr: 2.528e-02, eta: 20:01:29, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5346, top5_acc: 0.7661, loss_cls: 1.9611, loss: 1.9611, grad_norm: 3.1491 2020-07-20 13:46:56,596 - mmaction - INFO - Epoch [209][540/1253] lr: 2.528e-02, eta: 20:01:04, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.5565, top5_acc: 0.7826, loss_cls: 1.9035, loss: 1.9035, grad_norm: 3.1023 2020-07-20 13:47:17,807 - mmaction - INFO - Epoch [209][560/1253] lr: 2.528e-02, eta: 20:00:39, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.5641, top5_acc: 0.7898, loss_cls: 1.8705, loss: 1.8705, grad_norm: 3.1371 2020-07-20 13:47:39,319 - mmaction - INFO - Epoch [209][580/1253] lr: 2.528e-02, eta: 20:00:14, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.5628, top5_acc: 0.7737, loss_cls: 1.8828, loss: 1.8828, grad_norm: 3.1086 2020-07-20 13:48:00,697 - mmaction - INFO - Epoch [209][600/1253] lr: 2.528e-02, eta: 19:59:49, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.5755, top5_acc: 0.7833, loss_cls: 1.8569, loss: 1.8569, grad_norm: 3.0500 2020-07-20 13:48:21,967 - mmaction - INFO - Epoch [209][620/1253] lr: 2.528e-02, eta: 19:59:24, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.5622, top5_acc: 0.7745, loss_cls: 1.9156, loss: 1.9156, grad_norm: 3.1326 2020-07-20 13:48:43,568 - mmaction - INFO - Epoch [209][640/1253] lr: 2.528e-02, eta: 19:58:59, time: 1.080, data_time: 0.003, memory: 9059, top1_acc: 0.5557, top5_acc: 0.7641, loss_cls: 1.9405, loss: 1.9405, grad_norm: 3.0687 2020-07-20 13:49:05,065 - mmaction - INFO - Epoch [209][660/1253] lr: 2.528e-02, eta: 19:58:34, time: 1.074, data_time: 0.004, memory: 9059, top1_acc: 0.5531, top5_acc: 0.7711, loss_cls: 1.9475, loss: 1.9475, grad_norm: 3.0879 2020-07-20 13:49:26,280 - mmaction - INFO - Epoch [209][680/1253] lr: 2.528e-02, eta: 19:58:09, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.5469, top5_acc: 0.7667, loss_cls: 1.9522, loss: 1.9522, grad_norm: 3.1248 2020-07-20 13:49:47,562 - mmaction - INFO - Epoch [209][700/1253] lr: 2.528e-02, eta: 19:57:44, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5596, top5_acc: 0.7823, loss_cls: 1.8675, loss: 1.8675, grad_norm: 3.1068 2020-07-20 13:50:08,841 - mmaction - INFO - Epoch [209][720/1253] lr: 2.528e-02, eta: 19:57:18, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5557, top5_acc: 0.7807, loss_cls: 1.9001, loss: 1.9001, grad_norm: 3.1632 2020-07-20 13:50:30,200 - mmaction - INFO - Epoch [209][740/1253] lr: 2.528e-02, eta: 19:56:53, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5492, top5_acc: 0.7789, loss_cls: 1.9073, loss: 1.9073, grad_norm: 3.1575 2020-07-20 13:50:51,703 - mmaction - INFO - Epoch [209][760/1253] lr: 2.528e-02, eta: 19:56:28, time: 1.074, data_time: 0.001, memory: 9059, top1_acc: 0.5555, top5_acc: 0.7729, loss_cls: 1.9062, loss: 1.9062, grad_norm: 3.1081 2020-07-20 13:51:13,034 - mmaction - INFO - Epoch [209][780/1253] lr: 2.528e-02, eta: 19:56:03, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.5529, top5_acc: 0.7742, loss_cls: 1.9289, loss: 1.9289, grad_norm: 3.0781 2020-07-20 13:51:34,483 - mmaction - INFO - Epoch [209][800/1253] lr: 2.528e-02, eta: 19:55:38, time: 1.073, data_time: 0.003, memory: 9059, top1_acc: 0.5581, top5_acc: 0.7771, loss_cls: 1.9240, loss: 1.9240, grad_norm: 3.1452 2020-07-20 13:51:56,001 - mmaction - INFO - Epoch [209][820/1253] lr: 2.528e-02, eta: 19:55:13, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.5563, top5_acc: 0.7857, loss_cls: 1.8896, loss: 1.8896, grad_norm: 3.0752 2020-07-20 13:52:17,555 - mmaction - INFO - Epoch [209][840/1253] lr: 2.528e-02, eta: 19:54:48, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.5612, top5_acc: 0.7732, loss_cls: 1.9051, loss: 1.9051, grad_norm: 3.0824 2020-07-20 13:52:39,521 - mmaction - INFO - Epoch [209][860/1253] lr: 2.528e-02, eta: 19:54:23, time: 1.100, data_time: 0.003, memory: 9059, top1_acc: 0.5714, top5_acc: 0.7833, loss_cls: 1.8708, loss: 1.8708, grad_norm: 3.1143 2020-07-20 13:53:01,219 - mmaction - INFO - Epoch [209][880/1253] lr: 2.528e-02, eta: 19:53:59, time: 1.085, data_time: 0.002, memory: 9059, top1_acc: 0.5565, top5_acc: 0.7708, loss_cls: 1.9211, loss: 1.9211, grad_norm: 3.1648 2020-07-20 13:53:22,424 - mmaction - INFO - Epoch [209][900/1253] lr: 2.528e-02, eta: 19:53:33, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.5669, top5_acc: 0.7935, loss_cls: 1.8688, loss: 1.8688, grad_norm: 3.1247 2020-07-20 13:53:43,676 - mmaction - INFO - Epoch [209][920/1253] lr: 2.528e-02, eta: 19:53:08, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5586, top5_acc: 0.7852, loss_cls: 1.8871, loss: 1.8871, grad_norm: 3.2217 2020-07-20 13:54:05,366 - mmaction - INFO - Epoch [209][940/1253] lr: 2.528e-02, eta: 19:52:43, time: 1.083, data_time: 0.001, memory: 9059, top1_acc: 0.5362, top5_acc: 0.7620, loss_cls: 2.0009, loss: 2.0009, grad_norm: 3.1741 2020-07-20 13:54:26,665 - mmaction - INFO - Epoch [209][960/1253] lr: 2.528e-02, eta: 19:52:18, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.5560, top5_acc: 0.7742, loss_cls: 1.9132, loss: 1.9132, grad_norm: 3.1050 2020-07-20 13:54:48,264 - mmaction - INFO - Epoch [209][980/1253] lr: 2.528e-02, eta: 19:51:53, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.5560, top5_acc: 0.7760, loss_cls: 1.9201, loss: 1.9201, grad_norm: 3.0783 2020-07-20 13:55:09,572 - mmaction - INFO - Epoch [209][1000/1253] lr: 2.528e-02, eta: 19:51:28, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5503, top5_acc: 0.7755, loss_cls: 1.9360, loss: 1.9360, grad_norm: 3.1324 2020-07-20 13:55:30,907 - mmaction - INFO - Epoch [209][1020/1253] lr: 2.528e-02, eta: 19:51:03, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.5612, top5_acc: 0.7839, loss_cls: 1.8686, loss: 1.8686, grad_norm: 3.0804 2020-07-20 13:55:52,313 - mmaction - INFO - Epoch [209][1040/1253] lr: 2.528e-02, eta: 19:50:38, time: 1.070, data_time: 0.001, memory: 9059, top1_acc: 0.5727, top5_acc: 0.7727, loss_cls: 1.9000, loss: 1.9000, grad_norm: 3.0572 2020-07-20 13:56:13,620 - mmaction - INFO - Epoch [209][1060/1253] lr: 2.528e-02, eta: 19:50:13, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5682, top5_acc: 0.7940, loss_cls: 1.8345, loss: 1.8345, grad_norm: 3.0397 2020-07-20 13:56:34,887 - mmaction - INFO - Epoch [209][1080/1253] lr: 2.528e-02, eta: 19:49:48, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5654, top5_acc: 0.7750, loss_cls: 1.9106, loss: 1.9106, grad_norm: 3.1137 2020-07-20 13:56:56,200 - mmaction - INFO - Epoch [209][1100/1253] lr: 2.528e-02, eta: 19:49:23, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.5661, top5_acc: 0.7815, loss_cls: 1.8886, loss: 1.8886, grad_norm: 3.1669 2020-07-20 13:57:17,927 - mmaction - INFO - Epoch [209][1120/1253] lr: 2.528e-02, eta: 19:48:58, time: 1.085, data_time: 0.002, memory: 9059, top1_acc: 0.5594, top5_acc: 0.7779, loss_cls: 1.9077, loss: 1.9077, grad_norm: 3.1754 2020-07-20 13:57:39,634 - mmaction - INFO - Epoch [209][1140/1253] lr: 2.528e-02, eta: 19:48:33, time: 1.087, data_time: 0.013, memory: 9059, top1_acc: 0.5549, top5_acc: 0.7836, loss_cls: 1.9025, loss: 1.9025, grad_norm: 3.1600 2020-07-20 13:58:01,258 - mmaction - INFO - Epoch [209][1160/1253] lr: 2.528e-02, eta: 19:48:08, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.5552, top5_acc: 0.7870, loss_cls: 1.9005, loss: 1.9005, grad_norm: 3.2162 2020-07-20 13:58:22,696 - mmaction - INFO - Epoch [209][1180/1253] lr: 2.528e-02, eta: 19:47:43, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.5628, top5_acc: 0.7865, loss_cls: 1.8691, loss: 1.8691, grad_norm: 3.1040 2020-07-20 13:58:43,947 - mmaction - INFO - Epoch [209][1200/1253] lr: 2.528e-02, eta: 19:47:18, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5560, top5_acc: 0.7771, loss_cls: 1.9335, loss: 1.9335, grad_norm: 3.2042 2020-07-20 13:59:05,278 - mmaction - INFO - Epoch [209][1220/1253] lr: 2.528e-02, eta: 19:46:53, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.5669, top5_acc: 0.7797, loss_cls: 1.8830, loss: 1.8830, grad_norm: 3.1210 2020-07-20 13:59:26,644 - mmaction - INFO - Epoch [209][1240/1253] lr: 2.528e-02, eta: 19:46:28, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.5542, top5_acc: 0.7763, loss_cls: 1.9239, loss: 1.9239, grad_norm: 3.1589 2020-07-20 14:02:54,253 - mmaction - INFO - Epoch [210][20/1253] lr: 2.427e-02, eta: 19:46:34, time: 9.445, data_time: 8.195, memory: 9059, top1_acc: 0.5727, top5_acc: 0.7826, loss_cls: 1.8866, loss: 1.8866, grad_norm: 3.1166 2020-07-20 14:03:15,661 - mmaction - INFO - Epoch [210][40/1253] lr: 2.427e-02, eta: 19:46:09, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.5766, top5_acc: 0.7911, loss_cls: 1.8362, loss: 1.8362, grad_norm: 3.0937 2020-07-20 14:03:37,042 - mmaction - INFO - Epoch [210][60/1253] lr: 2.427e-02, eta: 19:45:44, time: 1.071, data_time: 0.004, memory: 9059, top1_acc: 0.5625, top5_acc: 0.7740, loss_cls: 1.9226, loss: 1.9226, grad_norm: 3.0307 2020-07-20 14:03:58,636 - mmaction - INFO - Epoch [210][80/1253] lr: 2.427e-02, eta: 19:45:19, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.5659, top5_acc: 0.7797, loss_cls: 1.9075, loss: 1.9075, grad_norm: 3.1536 2020-07-20 14:04:19,959 - mmaction - INFO - Epoch [210][100/1253] lr: 2.427e-02, eta: 19:44:54, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.5628, top5_acc: 0.7792, loss_cls: 1.8918, loss: 1.8918, grad_norm: 3.1416 2020-07-20 14:04:41,151 - mmaction - INFO - Epoch [210][120/1253] lr: 2.427e-02, eta: 19:44:29, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.5667, top5_acc: 0.7857, loss_cls: 1.8731, loss: 1.8731, grad_norm: 3.1289 2020-07-20 14:05:02,386 - mmaction - INFO - Epoch [210][140/1253] lr: 2.427e-02, eta: 19:44:04, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5693, top5_acc: 0.7813, loss_cls: 1.8660, loss: 1.8660, grad_norm: 3.1258 2020-07-20 14:05:23,712 - mmaction - INFO - Epoch [210][160/1253] lr: 2.427e-02, eta: 19:43:39, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.5576, top5_acc: 0.7721, loss_cls: 1.9046, loss: 1.9046, grad_norm: 3.1790 2020-07-20 14:05:44,985 - mmaction - INFO - Epoch [210][180/1253] lr: 2.427e-02, eta: 19:43:13, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5794, top5_acc: 0.7935, loss_cls: 1.8289, loss: 1.8289, grad_norm: 3.0686 2020-07-20 14:06:06,291 - mmaction - INFO - Epoch [210][200/1253] lr: 2.427e-02, eta: 19:42:48, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5576, top5_acc: 0.7807, loss_cls: 1.9076, loss: 1.9076, grad_norm: 3.1296 2020-07-20 14:06:27,514 - mmaction - INFO - Epoch [210][220/1253] lr: 2.427e-02, eta: 19:42:23, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5638, top5_acc: 0.7911, loss_cls: 1.8654, loss: 1.8654, grad_norm: 3.1309 2020-07-20 14:06:49,112 - mmaction - INFO - Epoch [210][240/1253] lr: 2.427e-02, eta: 19:41:58, time: 1.082, data_time: 0.003, memory: 9059, top1_acc: 0.5633, top5_acc: 0.7836, loss_cls: 1.8672, loss: 1.8672, grad_norm: 3.0706 2020-07-20 14:07:10,586 - mmaction - INFO - Epoch [210][260/1253] lr: 2.427e-02, eta: 19:41:33, time: 1.073, data_time: 0.001, memory: 9059, top1_acc: 0.5656, top5_acc: 0.7755, loss_cls: 1.8919, loss: 1.8919, grad_norm: 3.1463 2020-07-20 14:07:31,988 - mmaction - INFO - Epoch [210][280/1253] lr: 2.427e-02, eta: 19:41:08, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.5661, top5_acc: 0.7844, loss_cls: 1.8803, loss: 1.8803, grad_norm: 3.1861 2020-07-20 14:07:53,280 - mmaction - INFO - Epoch [210][300/1253] lr: 2.427e-02, eta: 19:40:43, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5677, top5_acc: 0.7820, loss_cls: 1.8510, loss: 1.8510, grad_norm: 3.0776 2020-07-20 14:08:14,881 - mmaction - INFO - Epoch [210][320/1253] lr: 2.427e-02, eta: 19:40:18, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.5583, top5_acc: 0.7779, loss_cls: 1.8891, loss: 1.8891, grad_norm: 3.2049 2020-07-20 14:08:36,038 - mmaction - INFO - Epoch [210][340/1253] lr: 2.427e-02, eta: 19:39:53, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.5641, top5_acc: 0.7818, loss_cls: 1.8854, loss: 1.8854, grad_norm: 3.1340 2020-07-20 14:08:57,204 - mmaction - INFO - Epoch [210][360/1253] lr: 2.427e-02, eta: 19:39:28, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.5732, top5_acc: 0.7896, loss_cls: 1.8550, loss: 1.8550, grad_norm: 3.0782 2020-07-20 14:09:18,608 - mmaction - INFO - Epoch [210][380/1253] lr: 2.427e-02, eta: 19:39:03, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.5664, top5_acc: 0.7854, loss_cls: 1.8485, loss: 1.8485, grad_norm: 3.1394 2020-07-20 14:09:40,037 - mmaction - INFO - Epoch [210][400/1253] lr: 2.427e-02, eta: 19:38:38, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.5622, top5_acc: 0.7792, loss_cls: 1.8806, loss: 1.8806, grad_norm: 3.1408 2020-07-20 14:10:01,464 - mmaction - INFO - Epoch [210][420/1253] lr: 2.427e-02, eta: 19:38:13, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.5656, top5_acc: 0.7797, loss_cls: 1.8800, loss: 1.8800, grad_norm: 3.1893 2020-07-20 14:10:22,765 - mmaction - INFO - Epoch [210][440/1253] lr: 2.427e-02, eta: 19:37:48, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5646, top5_acc: 0.7854, loss_cls: 1.8426, loss: 1.8426, grad_norm: 3.1682 2020-07-20 14:10:44,347 - mmaction - INFO - Epoch [210][460/1253] lr: 2.427e-02, eta: 19:37:23, time: 1.080, data_time: 0.004, memory: 9059, top1_acc: 0.5646, top5_acc: 0.7815, loss_cls: 1.8831, loss: 1.8831, grad_norm: 3.1238 2020-07-20 14:11:05,865 - mmaction - INFO - Epoch [210][480/1253] lr: 2.427e-02, eta: 19:36:58, time: 1.077, data_time: 0.004, memory: 9059, top1_acc: 0.5721, top5_acc: 0.7872, loss_cls: 1.8568, loss: 1.8568, grad_norm: 3.0853 2020-07-20 14:11:27,054 - mmaction - INFO - Epoch [210][500/1253] lr: 2.427e-02, eta: 19:36:33, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.5750, top5_acc: 0.7831, loss_cls: 1.8496, loss: 1.8496, grad_norm: 3.1463 2020-07-20 14:11:48,572 - mmaction - INFO - Epoch [210][520/1253] lr: 2.427e-02, eta: 19:36:08, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.5549, top5_acc: 0.7807, loss_cls: 1.9046, loss: 1.9046, grad_norm: 3.2199 2020-07-20 14:12:09,999 - mmaction - INFO - Epoch [210][540/1253] lr: 2.427e-02, eta: 19:35:43, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.5682, top5_acc: 0.7836, loss_cls: 1.8651, loss: 1.8651, grad_norm: 3.1302 2020-07-20 14:12:31,272 - mmaction - INFO - Epoch [210][560/1253] lr: 2.427e-02, eta: 19:35:18, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5622, top5_acc: 0.7802, loss_cls: 1.8899, loss: 1.8899, grad_norm: 3.1818 2020-07-20 14:12:52,620 - mmaction - INFO - Epoch [210][580/1253] lr: 2.427e-02, eta: 19:34:53, time: 1.070, data_time: 0.004, memory: 9059, top1_acc: 0.5729, top5_acc: 0.7917, loss_cls: 1.8472, loss: 1.8472, grad_norm: 3.1367 2020-07-20 14:13:14,198 - mmaction - INFO - Epoch [210][600/1253] lr: 2.427e-02, eta: 19:34:28, time: 1.080, data_time: 0.001, memory: 9059, top1_acc: 0.5703, top5_acc: 0.7878, loss_cls: 1.8585, loss: 1.8585, grad_norm: 3.1049 2020-07-20 14:13:35,567 - mmaction - INFO - Epoch [210][620/1253] lr: 2.427e-02, eta: 19:34:03, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.5555, top5_acc: 0.7846, loss_cls: 1.8941, loss: 1.8941, grad_norm: 3.1685 2020-07-20 14:13:56,824 - mmaction - INFO - Epoch [210][640/1253] lr: 2.427e-02, eta: 19:33:38, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5620, top5_acc: 0.7810, loss_cls: 1.9060, loss: 1.9060, grad_norm: 3.2385 2020-07-20 14:14:18,166 - mmaction - INFO - Epoch [210][660/1253] lr: 2.427e-02, eta: 19:33:13, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.5602, top5_acc: 0.7766, loss_cls: 1.8658, loss: 1.8658, grad_norm: 3.1269 2020-07-20 14:14:39,589 - mmaction - INFO - Epoch [210][680/1253] lr: 2.427e-02, eta: 19:32:48, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.5628, top5_acc: 0.7828, loss_cls: 1.8673, loss: 1.8673, grad_norm: 3.1321 2020-07-20 14:15:00,853 - mmaction - INFO - Epoch [210][700/1253] lr: 2.427e-02, eta: 19:32:23, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5549, top5_acc: 0.7781, loss_cls: 1.9260, loss: 1.9260, grad_norm: 3.1577 2020-07-20 14:15:22,204 - mmaction - INFO - Epoch [210][720/1253] lr: 2.427e-02, eta: 19:31:58, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.5654, top5_acc: 0.7885, loss_cls: 1.8686, loss: 1.8686, grad_norm: 3.2162 2020-07-20 14:15:43,917 - mmaction - INFO - Epoch [210][740/1253] lr: 2.427e-02, eta: 19:31:33, time: 1.087, data_time: 0.003, memory: 9059, top1_acc: 0.5503, top5_acc: 0.7701, loss_cls: 1.9505, loss: 1.9505, grad_norm: 3.1422 2020-07-20 14:16:05,209 - mmaction - INFO - Epoch [210][760/1253] lr: 2.427e-02, eta: 19:31:08, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5719, top5_acc: 0.7828, loss_cls: 1.8593, loss: 1.8593, grad_norm: 3.0834 2020-07-20 14:16:26,507 - mmaction - INFO - Epoch [210][780/1253] lr: 2.427e-02, eta: 19:30:43, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5581, top5_acc: 0.7760, loss_cls: 1.9159, loss: 1.9159, grad_norm: 3.1203 2020-07-20 14:16:47,785 - mmaction - INFO - Epoch [210][800/1253] lr: 2.427e-02, eta: 19:30:18, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5789, top5_acc: 0.7898, loss_cls: 1.8251, loss: 1.8251, grad_norm: 3.2111 2020-07-20 14:17:09,154 - mmaction - INFO - Epoch [210][820/1253] lr: 2.427e-02, eta: 19:29:53, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5625, top5_acc: 0.7823, loss_cls: 1.8828, loss: 1.8828, grad_norm: 3.0791 2020-07-20 14:17:30,368 - mmaction - INFO - Epoch [210][840/1253] lr: 2.427e-02, eta: 19:29:27, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5620, top5_acc: 0.7786, loss_cls: 1.8965, loss: 1.8965, grad_norm: 3.1232 2020-07-20 14:17:51,662 - mmaction - INFO - Epoch [210][860/1253] lr: 2.427e-02, eta: 19:29:02, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5492, top5_acc: 0.7698, loss_cls: 1.9746, loss: 1.9746, grad_norm: 3.1918 2020-07-20 14:18:13,274 - mmaction - INFO - Epoch [210][880/1253] lr: 2.427e-02, eta: 19:28:37, time: 1.080, data_time: 0.003, memory: 9059, top1_acc: 0.5641, top5_acc: 0.7799, loss_cls: 1.8878, loss: 1.8878, grad_norm: 3.1380 2020-07-20 14:18:34,781 - mmaction - INFO - Epoch [210][900/1253] lr: 2.427e-02, eta: 19:28:12, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.5555, top5_acc: 0.7716, loss_cls: 1.9291, loss: 1.9291, grad_norm: 3.1736 2020-07-20 14:18:56,310 - mmaction - INFO - Epoch [210][920/1253] lr: 2.427e-02, eta: 19:27:48, time: 1.078, data_time: 0.003, memory: 9059, top1_acc: 0.5422, top5_acc: 0.7724, loss_cls: 1.9391, loss: 1.9391, grad_norm: 3.1238 2020-07-20 14:19:17,598 - mmaction - INFO - Epoch [210][940/1253] lr: 2.427e-02, eta: 19:27:22, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5674, top5_acc: 0.7742, loss_cls: 1.9175, loss: 1.9175, grad_norm: 3.1903 2020-07-20 14:19:38,941 - mmaction - INFO - Epoch [210][960/1253] lr: 2.427e-02, eta: 19:26:57, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.5625, top5_acc: 0.7734, loss_cls: 1.9137, loss: 1.9137, grad_norm: 3.1740 2020-07-20 14:20:00,243 - mmaction - INFO - Epoch [210][980/1253] lr: 2.427e-02, eta: 19:26:32, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5555, top5_acc: 0.7724, loss_cls: 1.9228, loss: 1.9228, grad_norm: 3.2281 2020-07-20 14:20:21,480 - mmaction - INFO - Epoch [210][1000/1253] lr: 2.427e-02, eta: 19:26:07, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5503, top5_acc: 0.7698, loss_cls: 1.9281, loss: 1.9281, grad_norm: 3.1595 2020-07-20 14:20:42,822 - mmaction - INFO - Epoch [210][1020/1253] lr: 2.427e-02, eta: 19:25:42, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.5500, top5_acc: 0.7742, loss_cls: 1.9249, loss: 1.9249, grad_norm: 3.1607 2020-07-20 14:21:04,062 - mmaction - INFO - Epoch [210][1040/1253] lr: 2.427e-02, eta: 19:25:17, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5435, top5_acc: 0.7755, loss_cls: 1.9529, loss: 1.9529, grad_norm: 3.2425 2020-07-20 14:21:25,622 - mmaction - INFO - Epoch [210][1060/1253] lr: 2.427e-02, eta: 19:24:52, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.5529, top5_acc: 0.7740, loss_cls: 1.9371, loss: 1.9371, grad_norm: 3.1480 2020-07-20 14:21:47,009 - mmaction - INFO - Epoch [210][1080/1253] lr: 2.427e-02, eta: 19:24:27, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5602, top5_acc: 0.7727, loss_cls: 1.9325, loss: 1.9325, grad_norm: 3.0884 2020-07-20 14:22:08,770 - mmaction - INFO - Epoch [210][1100/1253] lr: 2.427e-02, eta: 19:24:02, time: 1.090, data_time: 0.003, memory: 9059, top1_acc: 0.5661, top5_acc: 0.7732, loss_cls: 1.9097, loss: 1.9097, grad_norm: 3.1495 2020-07-20 14:22:29,867 - mmaction - INFO - Epoch [210][1120/1253] lr: 2.427e-02, eta: 19:23:37, time: 1.055, data_time: 0.002, memory: 9059, top1_acc: 0.5482, top5_acc: 0.7771, loss_cls: 1.9071, loss: 1.9071, grad_norm: 3.1846 2020-07-20 14:22:51,427 - mmaction - INFO - Epoch [210][1140/1253] lr: 2.427e-02, eta: 19:23:12, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.5456, top5_acc: 0.7672, loss_cls: 1.9546, loss: 1.9546, grad_norm: 3.2306 2020-07-20 14:23:12,721 - mmaction - INFO - Epoch [210][1160/1253] lr: 2.427e-02, eta: 19:22:47, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5635, top5_acc: 0.7737, loss_cls: 1.9118, loss: 1.9118, grad_norm: 3.1225 2020-07-20 14:23:34,226 - mmaction - INFO - Epoch [210][1180/1253] lr: 2.427e-02, eta: 19:22:22, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.5542, top5_acc: 0.7701, loss_cls: 1.9411, loss: 1.9411, grad_norm: 3.1287 2020-07-20 14:23:55,518 - mmaction - INFO - Epoch [210][1200/1253] lr: 2.427e-02, eta: 19:21:57, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5703, top5_acc: 0.7896, loss_cls: 1.8221, loss: 1.8221, grad_norm: 3.1078 2020-07-20 14:24:16,829 - mmaction - INFO - Epoch [210][1220/1253] lr: 2.427e-02, eta: 19:21:32, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.5789, top5_acc: 0.7911, loss_cls: 1.8328, loss: 1.8328, grad_norm: 3.1005 2020-07-20 14:24:38,152 - mmaction - INFO - Epoch [210][1240/1253] lr: 2.427e-02, eta: 19:21:07, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.5617, top5_acc: 0.7789, loss_cls: 1.9100, loss: 1.9100, grad_norm: 3.1435 2020-07-20 14:27:47,090 - mmaction - INFO - Epoch [211][20/1253] lr: 2.327e-02, eta: 19:21:06, time: 8.440, data_time: 7.199, memory: 9059, top1_acc: 0.5654, top5_acc: 0.7781, loss_cls: 1.8962, loss: 1.8962, grad_norm: 3.1621 2020-07-20 14:28:08,456 - mmaction - INFO - Epoch [211][40/1253] lr: 2.327e-02, eta: 19:20:41, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.5677, top5_acc: 0.7862, loss_cls: 1.8578, loss: 1.8578, grad_norm: 3.1279 2020-07-20 14:28:30,190 - mmaction - INFO - Epoch [211][60/1253] lr: 2.327e-02, eta: 19:20:16, time: 1.087, data_time: 0.002, memory: 9059, top1_acc: 0.5724, top5_acc: 0.7919, loss_cls: 1.8164, loss: 1.8164, grad_norm: 3.0783 2020-07-20 14:28:51,455 - mmaction - INFO - Epoch [211][80/1253] lr: 2.327e-02, eta: 19:19:51, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5651, top5_acc: 0.7852, loss_cls: 1.8727, loss: 1.8727, grad_norm: 3.2084 2020-07-20 14:29:12,694 - mmaction - INFO - Epoch [211][100/1253] lr: 2.327e-02, eta: 19:19:26, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5544, top5_acc: 0.7750, loss_cls: 1.9335, loss: 1.9335, grad_norm: 3.2323 2020-07-20 14:29:33,954 - mmaction - INFO - Epoch [211][120/1253] lr: 2.327e-02, eta: 19:19:01, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5581, top5_acc: 0.7773, loss_cls: 1.8965, loss: 1.8965, grad_norm: 3.2122 2020-07-20 14:29:55,423 - mmaction - INFO - Epoch [211][140/1253] lr: 2.327e-02, eta: 19:18:36, time: 1.074, data_time: 0.003, memory: 9059, top1_acc: 0.5693, top5_acc: 0.7794, loss_cls: 1.8744, loss: 1.8744, grad_norm: 3.1882 2020-07-20 14:30:17,743 - mmaction - INFO - Epoch [211][160/1253] lr: 2.327e-02, eta: 19:18:11, time: 1.118, data_time: 0.003, memory: 9059, top1_acc: 0.5922, top5_acc: 0.8076, loss_cls: 1.7500, loss: 1.7500, grad_norm: 3.0916 2020-07-20 14:30:38,975 - mmaction - INFO - Epoch [211][180/1253] lr: 2.327e-02, eta: 19:17:46, time: 1.061, data_time: 0.001, memory: 9059, top1_acc: 0.5786, top5_acc: 0.7977, loss_cls: 1.7744, loss: 1.7744, grad_norm: 3.0975 2020-07-20 14:31:00,597 - mmaction - INFO - Epoch [211][200/1253] lr: 2.327e-02, eta: 19:17:21, time: 1.080, data_time: 0.001, memory: 9059, top1_acc: 0.5651, top5_acc: 0.7878, loss_cls: 1.8767, loss: 1.8767, grad_norm: 3.2094 2020-07-20 14:31:21,930 - mmaction - INFO - Epoch [211][220/1253] lr: 2.327e-02, eta: 19:16:56, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5622, top5_acc: 0.7865, loss_cls: 1.8786, loss: 1.8786, grad_norm: 3.2098 2020-07-20 14:31:43,395 - mmaction - INFO - Epoch [211][240/1253] lr: 2.327e-02, eta: 19:16:31, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.5831, top5_acc: 0.7992, loss_cls: 1.8052, loss: 1.8052, grad_norm: 3.0742 2020-07-20 14:32:04,790 - mmaction - INFO - Epoch [211][260/1253] lr: 2.327e-02, eta: 19:16:06, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5578, top5_acc: 0.7753, loss_cls: 1.9195, loss: 1.9195, grad_norm: 3.2343 2020-07-20 14:32:26,178 - mmaction - INFO - Epoch [211][280/1253] lr: 2.327e-02, eta: 19:15:41, time: 1.071, data_time: 0.003, memory: 9059, top1_acc: 0.5581, top5_acc: 0.7974, loss_cls: 1.8719, loss: 1.8719, grad_norm: 3.2324 2020-07-20 14:32:47,961 - mmaction - INFO - Epoch [211][300/1253] lr: 2.327e-02, eta: 19:15:16, time: 1.089, data_time: 0.002, memory: 9059, top1_acc: 0.5602, top5_acc: 0.7898, loss_cls: 1.8478, loss: 1.8478, grad_norm: 3.1977 2020-07-20 14:33:09,334 - mmaction - INFO - Epoch [211][320/1253] lr: 2.327e-02, eta: 19:14:51, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5714, top5_acc: 0.7859, loss_cls: 1.8714, loss: 1.8714, grad_norm: 3.2017 2020-07-20 14:33:30,810 - mmaction - INFO - Epoch [211][340/1253] lr: 2.327e-02, eta: 19:14:26, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.5596, top5_acc: 0.7786, loss_cls: 1.8806, loss: 1.8806, grad_norm: 3.1833 2020-07-20 14:33:52,085 - mmaction - INFO - Epoch [211][360/1253] lr: 2.327e-02, eta: 19:14:01, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.5633, top5_acc: 0.7786, loss_cls: 1.8991, loss: 1.8991, grad_norm: 3.2414 2020-07-20 14:34:13,446 - mmaction - INFO - Epoch [211][380/1253] lr: 2.327e-02, eta: 19:13:36, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.5609, top5_acc: 0.7753, loss_cls: 1.9063, loss: 1.9063, grad_norm: 3.2149 2020-07-20 14:34:34,692 - mmaction - INFO - Epoch [211][400/1253] lr: 2.327e-02, eta: 19:13:11, time: 1.061, data_time: 0.001, memory: 9059, top1_acc: 0.5711, top5_acc: 0.7878, loss_cls: 1.8403, loss: 1.8403, grad_norm: 3.1582 2020-07-20 14:34:56,039 - mmaction - INFO - Epoch [211][420/1253] lr: 2.327e-02, eta: 19:12:46, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5688, top5_acc: 0.7836, loss_cls: 1.8699, loss: 1.8699, grad_norm: 3.1592 2020-07-20 14:35:18,089 - mmaction - INFO - Epoch [211][440/1253] lr: 2.327e-02, eta: 19:12:21, time: 1.102, data_time: 0.002, memory: 9059, top1_acc: 0.5643, top5_acc: 0.7826, loss_cls: 1.8444, loss: 1.8444, grad_norm: 3.2252 2020-07-20 14:35:39,337 - mmaction - INFO - Epoch [211][460/1253] lr: 2.327e-02, eta: 19:11:56, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5719, top5_acc: 0.7841, loss_cls: 1.8611, loss: 1.8611, grad_norm: 3.2161 2020-07-20 14:36:00,821 - mmaction - INFO - Epoch [211][480/1253] lr: 2.327e-02, eta: 19:11:31, time: 1.072, data_time: 0.001, memory: 9059, top1_acc: 0.5596, top5_acc: 0.7732, loss_cls: 1.9176, loss: 1.9176, grad_norm: 3.1660 2020-07-20 14:36:22,185 - mmaction - INFO - Epoch [211][500/1253] lr: 2.327e-02, eta: 19:11:06, time: 1.070, data_time: 0.004, memory: 9059, top1_acc: 0.5708, top5_acc: 0.7878, loss_cls: 1.8587, loss: 1.8587, grad_norm: 3.1699 2020-07-20 14:36:43,842 - mmaction - INFO - Epoch [211][520/1253] lr: 2.327e-02, eta: 19:10:41, time: 1.083, data_time: 0.002, memory: 9059, top1_acc: 0.5776, top5_acc: 0.7880, loss_cls: 1.8464, loss: 1.8464, grad_norm: 3.1563 2020-07-20 14:37:05,039 - mmaction - INFO - Epoch [211][540/1253] lr: 2.327e-02, eta: 19:10:16, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.5503, top5_acc: 0.7799, loss_cls: 1.9121, loss: 1.9121, grad_norm: 3.2055 2020-07-20 14:37:26,478 - mmaction - INFO - Epoch [211][560/1253] lr: 2.327e-02, eta: 19:09:51, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.5607, top5_acc: 0.7703, loss_cls: 1.9326, loss: 1.9326, grad_norm: 3.2244 2020-07-20 14:37:48,103 - mmaction - INFO - Epoch [211][580/1253] lr: 2.327e-02, eta: 19:09:26, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.5638, top5_acc: 0.7828, loss_cls: 1.8639, loss: 1.8639, grad_norm: 3.1396 2020-07-20 14:38:09,507 - mmaction - INFO - Epoch [211][600/1253] lr: 2.327e-02, eta: 19:09:01, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.5664, top5_acc: 0.7839, loss_cls: 1.8767, loss: 1.8767, grad_norm: 3.2095 2020-07-20 14:38:31,032 - mmaction - INFO - Epoch [211][620/1253] lr: 2.327e-02, eta: 19:08:36, time: 1.076, data_time: 0.001, memory: 9059, top1_acc: 0.5573, top5_acc: 0.7773, loss_cls: 1.9014, loss: 1.9014, grad_norm: 3.2011 2020-07-20 14:38:52,552 - mmaction - INFO - Epoch [211][640/1253] lr: 2.327e-02, eta: 19:08:12, time: 1.075, data_time: 0.003, memory: 9059, top1_acc: 0.5758, top5_acc: 0.7924, loss_cls: 1.8382, loss: 1.8382, grad_norm: 3.1094 2020-07-20 14:39:14,088 - mmaction - INFO - Epoch [211][660/1253] lr: 2.327e-02, eta: 19:07:47, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.5594, top5_acc: 0.7815, loss_cls: 1.8838, loss: 1.8838, grad_norm: 3.1939 2020-07-20 14:39:35,450 - mmaction - INFO - Epoch [211][680/1253] lr: 2.327e-02, eta: 19:07:22, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.5680, top5_acc: 0.7810, loss_cls: 1.8818, loss: 1.8818, grad_norm: 3.1952 2020-07-20 14:39:56,724 - mmaction - INFO - Epoch [211][700/1253] lr: 2.327e-02, eta: 19:06:57, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.5617, top5_acc: 0.7758, loss_cls: 1.8898, loss: 1.8898, grad_norm: 3.2336 2020-07-20 14:40:18,134 - mmaction - INFO - Epoch [211][720/1253] lr: 2.327e-02, eta: 19:06:32, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.5604, top5_acc: 0.7880, loss_cls: 1.8851, loss: 1.8851, grad_norm: 3.2208 2020-07-20 14:40:39,482 - mmaction - INFO - Epoch [211][740/1253] lr: 2.327e-02, eta: 19:06:07, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5727, top5_acc: 0.7875, loss_cls: 1.8361, loss: 1.8361, grad_norm: 3.1410 2020-07-20 14:41:01,172 - mmaction - INFO - Epoch [211][760/1253] lr: 2.327e-02, eta: 19:05:42, time: 1.085, data_time: 0.002, memory: 9059, top1_acc: 0.5669, top5_acc: 0.7753, loss_cls: 1.8956, loss: 1.8956, grad_norm: 3.2180 2020-07-20 14:41:22,753 - mmaction - INFO - Epoch [211][780/1253] lr: 2.327e-02, eta: 19:05:17, time: 1.078, data_time: 0.001, memory: 9059, top1_acc: 0.5654, top5_acc: 0.7839, loss_cls: 1.8687, loss: 1.8687, grad_norm: 3.1720 2020-07-20 14:41:44,429 - mmaction - INFO - Epoch [211][800/1253] lr: 2.327e-02, eta: 19:04:52, time: 1.085, data_time: 0.002, memory: 9059, top1_acc: 0.5680, top5_acc: 0.7820, loss_cls: 1.8840, loss: 1.8840, grad_norm: 3.2007 2020-07-20 14:42:05,764 - mmaction - INFO - Epoch [211][820/1253] lr: 2.327e-02, eta: 19:04:27, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.5615, top5_acc: 0.7859, loss_cls: 1.8808, loss: 1.8808, grad_norm: 3.2059 2020-07-20 14:42:26,939 - mmaction - INFO - Epoch [211][840/1253] lr: 2.327e-02, eta: 19:04:02, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.5779, top5_acc: 0.7870, loss_cls: 1.8583, loss: 1.8583, grad_norm: 3.2411 2020-07-20 14:42:48,269 - mmaction - INFO - Epoch [211][860/1253] lr: 2.327e-02, eta: 19:03:37, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.5552, top5_acc: 0.7799, loss_cls: 1.8835, loss: 1.8835, grad_norm: 3.1835 2020-07-20 14:43:09,569 - mmaction - INFO - Epoch [211][880/1253] lr: 2.327e-02, eta: 19:03:12, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5750, top5_acc: 0.7906, loss_cls: 1.8335, loss: 1.8335, grad_norm: 3.1598 2020-07-20 14:43:30,813 - mmaction - INFO - Epoch [211][900/1253] lr: 2.327e-02, eta: 19:02:47, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5534, top5_acc: 0.7789, loss_cls: 1.8920, loss: 1.8920, grad_norm: 3.2757 2020-07-20 14:43:52,171 - mmaction - INFO - Epoch [211][920/1253] lr: 2.327e-02, eta: 19:02:22, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5690, top5_acc: 0.7758, loss_cls: 1.8930, loss: 1.8930, grad_norm: 3.2124 2020-07-20 14:44:13,775 - mmaction - INFO - Epoch [211][940/1253] lr: 2.327e-02, eta: 19:01:57, time: 1.081, data_time: 0.003, memory: 9059, top1_acc: 0.5680, top5_acc: 0.7841, loss_cls: 1.8325, loss: 1.8325, grad_norm: 3.1986 2020-07-20 14:44:35,106 - mmaction - INFO - Epoch [211][960/1253] lr: 2.327e-02, eta: 19:01:32, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5536, top5_acc: 0.7820, loss_cls: 1.9007, loss: 1.9007, grad_norm: 3.1876 2020-07-20 14:44:56,702 - mmaction - INFO - Epoch [211][980/1253] lr: 2.327e-02, eta: 19:01:07, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.5612, top5_acc: 0.7779, loss_cls: 1.8994, loss: 1.8994, grad_norm: 3.2129 2020-07-20 14:45:18,259 - mmaction - INFO - Epoch [211][1000/1253] lr: 2.327e-02, eta: 19:00:42, time: 1.079, data_time: 0.003, memory: 9059, top1_acc: 0.5773, top5_acc: 0.7797, loss_cls: 1.8580, loss: 1.8580, grad_norm: 3.1030 2020-07-20 14:45:39,711 - mmaction - INFO - Epoch [211][1020/1253] lr: 2.327e-02, eta: 19:00:17, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.5617, top5_acc: 0.7747, loss_cls: 1.8796, loss: 1.8796, grad_norm: 3.1743 2020-07-20 14:46:01,257 - mmaction - INFO - Epoch [211][1040/1253] lr: 2.327e-02, eta: 18:59:52, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.5542, top5_acc: 0.7797, loss_cls: 1.9080, loss: 1.9080, grad_norm: 3.2524 2020-07-20 14:46:22,739 - mmaction - INFO - Epoch [211][1060/1253] lr: 2.327e-02, eta: 18:59:27, time: 1.077, data_time: 0.004, memory: 9059, top1_acc: 0.5674, top5_acc: 0.7865, loss_cls: 1.8645, loss: 1.8645, grad_norm: 3.1893 2020-07-20 14:46:44,248 - mmaction - INFO - Epoch [211][1080/1253] lr: 2.327e-02, eta: 18:59:02, time: 1.075, data_time: 0.001, memory: 9059, top1_acc: 0.5542, top5_acc: 0.7755, loss_cls: 1.9089, loss: 1.9089, grad_norm: 3.2165 2020-07-20 14:47:05,406 - mmaction - INFO - Epoch [211][1100/1253] lr: 2.327e-02, eta: 18:58:37, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.5612, top5_acc: 0.7865, loss_cls: 1.8820, loss: 1.8820, grad_norm: 3.2798 2020-07-20 14:47:26,675 - mmaction - INFO - Epoch [211][1120/1253] lr: 2.327e-02, eta: 18:58:12, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5609, top5_acc: 0.7721, loss_cls: 1.9337, loss: 1.9337, grad_norm: 3.1724 2020-07-20 14:47:47,856 - mmaction - INFO - Epoch [211][1140/1253] lr: 2.327e-02, eta: 18:57:47, time: 1.058, data_time: 0.001, memory: 9059, top1_acc: 0.5555, top5_acc: 0.7807, loss_cls: 1.9147, loss: 1.9147, grad_norm: 3.1710 2020-07-20 14:48:09,991 - mmaction - INFO - Epoch [211][1160/1253] lr: 2.327e-02, eta: 18:57:22, time: 1.107, data_time: 0.002, memory: 9059, top1_acc: 0.5492, top5_acc: 0.7813, loss_cls: 1.9085, loss: 1.9085, grad_norm: 3.2091 2020-07-20 14:48:31,251 - mmaction - INFO - Epoch [211][1180/1253] lr: 2.327e-02, eta: 18:56:57, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5448, top5_acc: 0.7789, loss_cls: 1.9000, loss: 1.9000, grad_norm: 3.1927 2020-07-20 14:48:52,565 - mmaction - INFO - Epoch [211][1200/1253] lr: 2.327e-02, eta: 18:56:32, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.5529, top5_acc: 0.7810, loss_cls: 1.8901, loss: 1.8901, grad_norm: 3.1971 2020-07-20 14:49:13,788 - mmaction - INFO - Epoch [211][1220/1253] lr: 2.327e-02, eta: 18:56:07, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5664, top5_acc: 0.7833, loss_cls: 1.8805, loss: 1.8805, grad_norm: 3.2340 2020-07-20 14:49:35,041 - mmaction - INFO - Epoch [211][1240/1253] lr: 2.327e-02, eta: 18:55:42, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5612, top5_acc: 0.7732, loss_cls: 1.9124, loss: 1.9124, grad_norm: 3.1569 2020-07-20 14:52:42,543 - mmaction - INFO - Epoch [212][20/1253] lr: 2.230e-02, eta: 18:55:40, time: 8.395, data_time: 7.233, memory: 9059, top1_acc: 0.5857, top5_acc: 0.7875, loss_cls: 1.8330, loss: 1.8330, grad_norm: 3.1695 2020-07-20 14:53:03,867 - mmaction - INFO - Epoch [212][40/1253] lr: 2.230e-02, eta: 18:55:15, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.5839, top5_acc: 0.7865, loss_cls: 1.8168, loss: 1.8168, grad_norm: 3.2605 2020-07-20 14:53:25,298 - mmaction - INFO - Epoch [212][60/1253] lr: 2.230e-02, eta: 18:54:50, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.5724, top5_acc: 0.7885, loss_cls: 1.8494, loss: 1.8494, grad_norm: 3.1498 2020-07-20 14:53:46,704 - mmaction - INFO - Epoch [212][80/1253] lr: 2.230e-02, eta: 18:54:25, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.5716, top5_acc: 0.7917, loss_cls: 1.8188, loss: 1.8188, grad_norm: 3.2141 2020-07-20 14:54:08,178 - mmaction - INFO - Epoch [212][100/1253] lr: 2.230e-02, eta: 18:54:00, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.5576, top5_acc: 0.7792, loss_cls: 1.8934, loss: 1.8934, grad_norm: 3.2212 2020-07-20 14:54:29,543 - mmaction - INFO - Epoch [212][120/1253] lr: 2.230e-02, eta: 18:53:35, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5734, top5_acc: 0.7935, loss_cls: 1.8436, loss: 1.8436, grad_norm: 3.2030 2020-07-20 14:54:50,988 - mmaction - INFO - Epoch [212][140/1253] lr: 2.230e-02, eta: 18:53:10, time: 1.073, data_time: 0.003, memory: 9059, top1_acc: 0.5633, top5_acc: 0.7888, loss_cls: 1.8649, loss: 1.8649, grad_norm: 3.2581 2020-07-20 14:55:12,425 - mmaction - INFO - Epoch [212][160/1253] lr: 2.230e-02, eta: 18:52:45, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.5576, top5_acc: 0.7797, loss_cls: 1.8925, loss: 1.8925, grad_norm: 3.2444 2020-07-20 14:55:33,662 - mmaction - INFO - Epoch [212][180/1253] lr: 2.230e-02, eta: 18:52:20, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5779, top5_acc: 0.7893, loss_cls: 1.8067, loss: 1.8067, grad_norm: 3.1715 2020-07-20 14:55:55,051 - mmaction - INFO - Epoch [212][200/1253] lr: 2.230e-02, eta: 18:51:55, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.5620, top5_acc: 0.7799, loss_cls: 1.8828, loss: 1.8828, grad_norm: 3.2497 2020-07-20 14:56:16,396 - mmaction - INFO - Epoch [212][220/1253] lr: 2.230e-02, eta: 18:51:30, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5641, top5_acc: 0.7872, loss_cls: 1.8486, loss: 1.8486, grad_norm: 3.2596 2020-07-20 14:56:37,993 - mmaction - INFO - Epoch [212][240/1253] lr: 2.230e-02, eta: 18:51:05, time: 1.079, data_time: 0.001, memory: 9059, top1_acc: 0.5635, top5_acc: 0.7672, loss_cls: 1.9271, loss: 1.9271, grad_norm: 3.1456 2020-07-20 14:56:59,450 - mmaction - INFO - Epoch [212][260/1253] lr: 2.230e-02, eta: 18:50:40, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.5714, top5_acc: 0.7870, loss_cls: 1.8672, loss: 1.8672, grad_norm: 3.2425 2020-07-20 14:57:20,611 - mmaction - INFO - Epoch [212][280/1253] lr: 2.230e-02, eta: 18:50:15, time: 1.060, data_time: 0.004, memory: 9059, top1_acc: 0.5693, top5_acc: 0.7763, loss_cls: 1.9098, loss: 1.9098, grad_norm: 3.2002 2020-07-20 14:57:41,877 - mmaction - INFO - Epoch [212][300/1253] lr: 2.230e-02, eta: 18:49:50, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5716, top5_acc: 0.7802, loss_cls: 1.8771, loss: 1.8771, grad_norm: 3.1939 2020-07-20 14:58:03,233 - mmaction - INFO - Epoch [212][320/1253] lr: 2.230e-02, eta: 18:49:25, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5766, top5_acc: 0.7938, loss_cls: 1.8212, loss: 1.8212, grad_norm: 3.1915 2020-07-20 14:58:24,501 - mmaction - INFO - Epoch [212][340/1253] lr: 2.230e-02, eta: 18:49:00, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5740, top5_acc: 0.7927, loss_cls: 1.8259, loss: 1.8259, grad_norm: 3.2233 2020-07-20 14:58:45,968 - mmaction - INFO - Epoch [212][360/1253] lr: 2.230e-02, eta: 18:48:35, time: 1.073, data_time: 0.006, memory: 9059, top1_acc: 0.5786, top5_acc: 0.7930, loss_cls: 1.8393, loss: 1.8393, grad_norm: 3.2280 2020-07-20 14:59:07,244 - mmaction - INFO - Epoch [212][380/1253] lr: 2.230e-02, eta: 18:48:10, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5805, top5_acc: 0.7943, loss_cls: 1.8224, loss: 1.8224, grad_norm: 3.1941 2020-07-20 14:59:28,606 - mmaction - INFO - Epoch [212][400/1253] lr: 2.230e-02, eta: 18:47:45, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5779, top5_acc: 0.7846, loss_cls: 1.8399, loss: 1.8399, grad_norm: 3.2166 2020-07-20 14:59:49,935 - mmaction - INFO - Epoch [212][420/1253] lr: 2.230e-02, eta: 18:47:20, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.5612, top5_acc: 0.7768, loss_cls: 1.8893, loss: 1.8893, grad_norm: 3.1982 2020-07-20 15:00:23,682 - mmaction - INFO - Epoch [212][440/1253] lr: 2.230e-02, eta: 18:46:58, time: 1.681, data_time: 0.005, memory: 9059, top1_acc: 0.5672, top5_acc: 0.7875, loss_cls: 1.8280, loss: 1.8280, grad_norm: 3.2045 2020-07-20 15:00:45,048 - mmaction - INFO - Epoch [212][460/1253] lr: 2.230e-02, eta: 18:46:33, time: 1.075, data_time: 0.016, memory: 9059, top1_acc: 0.5547, top5_acc: 0.7792, loss_cls: 1.9021, loss: 1.9021, grad_norm: 3.2424 2020-07-20 15:01:06,364 - mmaction - INFO - Epoch [212][480/1253] lr: 2.230e-02, eta: 18:46:08, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5576, top5_acc: 0.7760, loss_cls: 1.8921, loss: 1.8921, grad_norm: 3.2233 2020-07-20 15:01:27,734 - mmaction - INFO - Epoch [212][500/1253] lr: 2.230e-02, eta: 18:45:43, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.5742, top5_acc: 0.7786, loss_cls: 1.8705, loss: 1.8705, grad_norm: 3.2430 2020-07-20 15:01:49,083 - mmaction - INFO - Epoch [212][520/1253] lr: 2.230e-02, eta: 18:45:18, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5648, top5_acc: 0.7935, loss_cls: 1.8270, loss: 1.8270, grad_norm: 3.2402 2020-07-20 15:02:10,423 - mmaction - INFO - Epoch [212][540/1253] lr: 2.230e-02, eta: 18:44:54, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.5581, top5_acc: 0.7839, loss_cls: 1.8925, loss: 1.8925, grad_norm: 3.2739 2020-07-20 15:02:31,943 - mmaction - INFO - Epoch [212][560/1253] lr: 2.230e-02, eta: 18:44:29, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.5635, top5_acc: 0.7727, loss_cls: 1.8981, loss: 1.8981, grad_norm: 3.1177 2020-07-20 15:02:53,204 - mmaction - INFO - Epoch [212][580/1253] lr: 2.230e-02, eta: 18:44:04, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5768, top5_acc: 0.7794, loss_cls: 1.8429, loss: 1.8429, grad_norm: 3.1822 2020-07-20 15:03:14,628 - mmaction - INFO - Epoch [212][600/1253] lr: 2.230e-02, eta: 18:43:39, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.5932, top5_acc: 0.7979, loss_cls: 1.7787, loss: 1.7787, grad_norm: 3.1990 2020-07-20 15:03:36,047 - mmaction - INFO - Epoch [212][620/1253] lr: 2.230e-02, eta: 18:43:14, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.5612, top5_acc: 0.7797, loss_cls: 1.8885, loss: 1.8885, grad_norm: 3.2882 2020-07-20 15:03:57,861 - mmaction - INFO - Epoch [212][640/1253] lr: 2.230e-02, eta: 18:42:49, time: 1.090, data_time: 0.002, memory: 9059, top1_acc: 0.5669, top5_acc: 0.7828, loss_cls: 1.8943, loss: 1.8943, grad_norm: 3.2391 2020-07-20 15:04:19,441 - mmaction - INFO - Epoch [212][660/1253] lr: 2.230e-02, eta: 18:42:24, time: 1.080, data_time: 0.003, memory: 9059, top1_acc: 0.5497, top5_acc: 0.7797, loss_cls: 1.8930, loss: 1.8930, grad_norm: 3.2039 2020-07-20 15:04:40,753 - mmaction - INFO - Epoch [212][680/1253] lr: 2.230e-02, eta: 18:41:59, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.5701, top5_acc: 0.7833, loss_cls: 1.8707, loss: 1.8707, grad_norm: 3.2491 2020-07-20 15:05:02,348 - mmaction - INFO - Epoch [212][700/1253] lr: 2.230e-02, eta: 18:41:34, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.5607, top5_acc: 0.7833, loss_cls: 1.8878, loss: 1.8878, grad_norm: 3.2779 2020-07-20 15:05:23,492 - mmaction - INFO - Epoch [212][720/1253] lr: 2.230e-02, eta: 18:41:09, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.5518, top5_acc: 0.7810, loss_cls: 1.8958, loss: 1.8958, grad_norm: 3.2301 2020-07-20 15:05:44,884 - mmaction - INFO - Epoch [212][740/1253] lr: 2.230e-02, eta: 18:40:44, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.5674, top5_acc: 0.7836, loss_cls: 1.8760, loss: 1.8760, grad_norm: 3.2725 2020-07-20 15:06:06,329 - mmaction - INFO - Epoch [212][760/1253] lr: 2.230e-02, eta: 18:40:19, time: 1.072, data_time: 0.001, memory: 9059, top1_acc: 0.5721, top5_acc: 0.7888, loss_cls: 1.8607, loss: 1.8607, grad_norm: 3.2722 2020-07-20 15:06:27,618 - mmaction - INFO - Epoch [212][780/1253] lr: 2.230e-02, eta: 18:39:54, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5674, top5_acc: 0.7813, loss_cls: 1.8952, loss: 1.8952, grad_norm: 3.2177 2020-07-20 15:06:49,071 - mmaction - INFO - Epoch [212][800/1253] lr: 2.230e-02, eta: 18:39:29, time: 1.073, data_time: 0.003, memory: 9059, top1_acc: 0.5719, top5_acc: 0.7927, loss_cls: 1.8232, loss: 1.8232, grad_norm: 3.2209 2020-07-20 15:07:10,602 - mmaction - INFO - Epoch [212][820/1253] lr: 2.230e-02, eta: 18:39:04, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.5484, top5_acc: 0.7742, loss_cls: 1.9186, loss: 1.9186, grad_norm: 3.3179 2020-07-20 15:07:31,834 - mmaction - INFO - Epoch [212][840/1253] lr: 2.230e-02, eta: 18:38:39, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.5638, top5_acc: 0.7763, loss_cls: 1.8943, loss: 1.8943, grad_norm: 3.2875 2020-07-20 15:07:53,253 - mmaction - INFO - Epoch [212][860/1253] lr: 2.230e-02, eta: 18:38:14, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.5656, top5_acc: 0.7914, loss_cls: 1.8054, loss: 1.8054, grad_norm: 3.1943 2020-07-20 15:08:14,698 - mmaction - INFO - Epoch [212][880/1253] lr: 2.230e-02, eta: 18:37:49, time: 1.072, data_time: 0.001, memory: 9059, top1_acc: 0.5617, top5_acc: 0.7776, loss_cls: 1.9074, loss: 1.9074, grad_norm: 3.2589 2020-07-20 15:08:35,991 - mmaction - INFO - Epoch [212][900/1253] lr: 2.230e-02, eta: 18:37:24, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.5698, top5_acc: 0.7823, loss_cls: 1.8755, loss: 1.8755, grad_norm: 3.1354 2020-07-20 15:08:57,342 - mmaction - INFO - Epoch [212][920/1253] lr: 2.230e-02, eta: 18:36:59, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5742, top5_acc: 0.7820, loss_cls: 1.8299, loss: 1.8299, grad_norm: 3.2101 2020-07-20 15:09:18,941 - mmaction - INFO - Epoch [212][940/1253] lr: 2.230e-02, eta: 18:36:34, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.5656, top5_acc: 0.7826, loss_cls: 1.8681, loss: 1.8681, grad_norm: 3.2333 2020-07-20 15:09:42,399 - mmaction - INFO - Epoch [212][960/1253] lr: 2.230e-02, eta: 18:36:10, time: 1.182, data_time: 0.033, memory: 9059, top1_acc: 0.5630, top5_acc: 0.7771, loss_cls: 1.9055, loss: 1.9055, grad_norm: 3.2720 2020-07-20 15:10:08,550 - mmaction - INFO - Epoch [212][980/1253] lr: 2.230e-02, eta: 18:35:46, time: 1.307, data_time: 0.019, memory: 9059, top1_acc: 0.5477, top5_acc: 0.7661, loss_cls: 1.9561, loss: 1.9561, grad_norm: 3.2752 2020-07-20 15:10:31,737 - mmaction - INFO - Epoch [212][1000/1253] lr: 2.230e-02, eta: 18:35:22, time: 1.160, data_time: 0.025, memory: 9059, top1_acc: 0.5633, top5_acc: 0.7826, loss_cls: 1.8668, loss: 1.8668, grad_norm: 3.2405 2020-07-20 15:10:53,166 - mmaction - INFO - Epoch [212][1020/1253] lr: 2.230e-02, eta: 18:34:57, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.5656, top5_acc: 0.7768, loss_cls: 1.8835, loss: 1.8835, grad_norm: 3.1534 2020-07-20 15:11:14,649 - mmaction - INFO - Epoch [212][1040/1253] lr: 2.230e-02, eta: 18:34:32, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.5661, top5_acc: 0.7893, loss_cls: 1.8552, loss: 1.8552, grad_norm: 3.2158 2020-07-20 15:11:35,877 - mmaction - INFO - Epoch [212][1060/1253] lr: 2.230e-02, eta: 18:34:07, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5740, top5_acc: 0.7891, loss_cls: 1.8496, loss: 1.8496, grad_norm: 3.2736 2020-07-20 15:11:57,375 - mmaction - INFO - Epoch [212][1080/1253] lr: 2.230e-02, eta: 18:33:42, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.5753, top5_acc: 0.8021, loss_cls: 1.8061, loss: 1.8061, grad_norm: 3.2329 2020-07-20 15:12:18,680 - mmaction - INFO - Epoch [212][1100/1253] lr: 2.230e-02, eta: 18:33:17, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.5729, top5_acc: 0.7865, loss_cls: 1.8587, loss: 1.8587, grad_norm: 3.2270 2020-07-20 15:12:40,006 - mmaction - INFO - Epoch [212][1120/1253] lr: 2.230e-02, eta: 18:32:52, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.5656, top5_acc: 0.7857, loss_cls: 1.8389, loss: 1.8389, grad_norm: 3.2533 2020-07-20 15:13:01,467 - mmaction - INFO - Epoch [212][1140/1253] lr: 2.230e-02, eta: 18:32:27, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.5706, top5_acc: 0.7807, loss_cls: 1.8923, loss: 1.8923, grad_norm: 3.3136 2020-07-20 15:13:22,771 - mmaction - INFO - Epoch [212][1160/1253] lr: 2.230e-02, eta: 18:32:02, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5760, top5_acc: 0.7917, loss_cls: 1.8015, loss: 1.8015, grad_norm: 3.1915 2020-07-20 15:13:44,174 - mmaction - INFO - Epoch [212][1180/1253] lr: 2.230e-02, eta: 18:31:37, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.5622, top5_acc: 0.7706, loss_cls: 1.9241, loss: 1.9241, grad_norm: 3.3149 2020-07-20 15:14:05,507 - mmaction - INFO - Epoch [212][1200/1253] lr: 2.230e-02, eta: 18:31:13, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.5674, top5_acc: 0.7789, loss_cls: 1.8868, loss: 1.8868, grad_norm: 3.2665 2020-07-20 15:14:26,854 - mmaction - INFO - Epoch [212][1220/1253] lr: 2.230e-02, eta: 18:30:48, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.5732, top5_acc: 0.7768, loss_cls: 1.8347, loss: 1.8347, grad_norm: 3.1899 2020-07-20 15:14:48,443 - mmaction - INFO - Epoch [212][1240/1253] lr: 2.230e-02, eta: 18:30:23, time: 1.079, data_time: 0.003, memory: 9059, top1_acc: 0.5813, top5_acc: 0.7935, loss_cls: 1.8215, loss: 1.8215, grad_norm: 3.1571 2020-07-20 15:15:11,002 - mmaction - INFO - Saving checkpoint at 212 epochs 2020-07-20 15:18:12,543 - mmaction - INFO - Epoch [213][20/1253] lr: 2.134e-02, eta: 18:30:22, time: 8.951, data_time: 7.763, memory: 9059, top1_acc: 0.5919, top5_acc: 0.8078, loss_cls: 1.7524, loss: 1.7524, grad_norm: 3.1609 2020-07-20 15:18:34,262 - mmaction - INFO - Epoch [213][40/1253] lr: 2.134e-02, eta: 18:29:57, time: 1.085, data_time: 0.001, memory: 9059, top1_acc: 0.5677, top5_acc: 0.7930, loss_cls: 1.8491, loss: 1.8491, grad_norm: 3.2253 2020-07-20 15:18:55,653 - mmaction - INFO - Epoch [213][60/1253] lr: 2.134e-02, eta: 18:29:32, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.5734, top5_acc: 0.7820, loss_cls: 1.8166, loss: 1.8166, grad_norm: 3.1924 2020-07-20 15:19:16,960 - mmaction - INFO - Epoch [213][80/1253] lr: 2.134e-02, eta: 18:29:07, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.5870, top5_acc: 0.8083, loss_cls: 1.7665, loss: 1.7665, grad_norm: 3.2391 2020-07-20 15:19:38,300 - mmaction - INFO - Epoch [213][100/1253] lr: 2.134e-02, eta: 18:28:42, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5714, top5_acc: 0.7906, loss_cls: 1.8579, loss: 1.8579, grad_norm: 3.2165 2020-07-20 15:19:59,738 - mmaction - INFO - Epoch [213][120/1253] lr: 2.134e-02, eta: 18:28:17, time: 1.071, data_time: 0.001, memory: 9059, top1_acc: 0.5852, top5_acc: 0.7857, loss_cls: 1.8020, loss: 1.8020, grad_norm: 3.1490 2020-07-20 15:20:21,128 - mmaction - INFO - Epoch [213][140/1253] lr: 2.134e-02, eta: 18:27:52, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.5763, top5_acc: 0.7943, loss_cls: 1.8178, loss: 1.8178, grad_norm: 3.2858 2020-07-20 15:20:42,359 - mmaction - INFO - Epoch [213][160/1253] lr: 2.134e-02, eta: 18:27:27, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.5661, top5_acc: 0.7935, loss_cls: 1.8422, loss: 1.8422, grad_norm: 3.3073 2020-07-20 15:21:03,754 - mmaction - INFO - Epoch [213][180/1253] lr: 2.134e-02, eta: 18:27:02, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.5786, top5_acc: 0.7896, loss_cls: 1.8203, loss: 1.8203, grad_norm: 3.2183 2020-07-20 15:21:25,082 - mmaction - INFO - Epoch [213][200/1253] lr: 2.134e-02, eta: 18:26:37, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5716, top5_acc: 0.8036, loss_cls: 1.8114, loss: 1.8114, grad_norm: 3.2398 2020-07-20 15:21:46,339 - mmaction - INFO - Epoch [213][220/1253] lr: 2.134e-02, eta: 18:26:12, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5674, top5_acc: 0.7867, loss_cls: 1.8390, loss: 1.8390, grad_norm: 3.2346 2020-07-20 15:22:07,784 - mmaction - INFO - Epoch [213][240/1253] lr: 2.134e-02, eta: 18:25:47, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.5747, top5_acc: 0.7930, loss_cls: 1.8396, loss: 1.8396, grad_norm: 3.2702 2020-07-20 15:22:29,275 - mmaction - INFO - Epoch [213][260/1253] lr: 2.134e-02, eta: 18:25:23, time: 1.076, data_time: 0.003, memory: 9059, top1_acc: 0.5802, top5_acc: 0.7888, loss_cls: 1.8319, loss: 1.8319, grad_norm: 3.1822 2020-07-20 15:22:50,762 - mmaction - INFO - Epoch [213][280/1253] lr: 2.134e-02, eta: 18:24:58, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.5841, top5_acc: 0.7911, loss_cls: 1.8068, loss: 1.8068, grad_norm: 3.2356 2020-07-20 15:23:12,094 - mmaction - INFO - Epoch [213][300/1253] lr: 2.134e-02, eta: 18:24:33, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.5714, top5_acc: 0.7857, loss_cls: 1.8455, loss: 1.8455, grad_norm: 3.1992 2020-07-20 15:23:33,220 - mmaction - INFO - Epoch [213][320/1253] lr: 2.134e-02, eta: 18:24:08, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.5758, top5_acc: 0.7846, loss_cls: 1.8323, loss: 1.8323, grad_norm: 3.2521 2020-07-20 15:23:54,647 - mmaction - INFO - Epoch [213][340/1253] lr: 2.134e-02, eta: 18:23:43, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.5667, top5_acc: 0.7839, loss_cls: 1.8537, loss: 1.8537, grad_norm: 3.2854 2020-07-20 15:24:16,285 - mmaction - INFO - Epoch [213][360/1253] lr: 2.134e-02, eta: 18:23:18, time: 1.082, data_time: 0.002, memory: 9059, top1_acc: 0.5536, top5_acc: 0.7727, loss_cls: 1.9213, loss: 1.9213, grad_norm: 3.3080 2020-07-20 15:24:37,673 - mmaction - INFO - Epoch [213][380/1253] lr: 2.134e-02, eta: 18:22:53, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.5651, top5_acc: 0.7828, loss_cls: 1.8513, loss: 1.8513, grad_norm: 3.1677 2020-07-20 15:24:59,144 - mmaction - INFO - Epoch [213][400/1253] lr: 2.134e-02, eta: 18:22:28, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.5760, top5_acc: 0.7854, loss_cls: 1.8501, loss: 1.8501, grad_norm: 3.2008 2020-07-20 15:25:20,467 - mmaction - INFO - Epoch [213][420/1253] lr: 2.134e-02, eta: 18:22:03, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.5742, top5_acc: 0.7870, loss_cls: 1.8248, loss: 1.8248, grad_norm: 3.2565 2020-07-20 15:25:41,791 - mmaction - INFO - Epoch [213][440/1253] lr: 2.134e-02, eta: 18:21:38, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.5721, top5_acc: 0.7917, loss_cls: 1.8273, loss: 1.8273, grad_norm: 3.2965 2020-07-20 15:26:03,217 - mmaction - INFO - Epoch [213][460/1253] lr: 2.134e-02, eta: 18:21:13, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.5701, top5_acc: 0.7844, loss_cls: 1.8455, loss: 1.8455, grad_norm: 3.3182 2020-07-20 15:26:24,483 - mmaction - INFO - Epoch [213][480/1253] lr: 2.134e-02, eta: 18:20:48, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5802, top5_acc: 0.7891, loss_cls: 1.8302, loss: 1.8302, grad_norm: 3.3147 2020-07-20 15:26:45,893 - mmaction - INFO - Epoch [213][500/1253] lr: 2.134e-02, eta: 18:20:23, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.5802, top5_acc: 0.7919, loss_cls: 1.8012, loss: 1.8012, grad_norm: 3.2220 2020-07-20 15:27:07,434 - mmaction - INFO - Epoch [213][520/1253] lr: 2.134e-02, eta: 18:19:58, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.5701, top5_acc: 0.7852, loss_cls: 1.8225, loss: 1.8225, grad_norm: 3.2807 2020-07-20 15:27:29,287 - mmaction - INFO - Epoch [213][540/1253] lr: 2.134e-02, eta: 18:19:33, time: 1.093, data_time: 0.003, memory: 9059, top1_acc: 0.5586, top5_acc: 0.7831, loss_cls: 1.8885, loss: 1.8885, grad_norm: 3.2893 2020-07-20 15:27:52,216 - mmaction - INFO - Epoch [213][560/1253] lr: 2.134e-02, eta: 18:19:09, time: 1.147, data_time: 0.020, memory: 9059, top1_acc: 0.5615, top5_acc: 0.7911, loss_cls: 1.8629, loss: 1.8629, grad_norm: 3.2871 2020-07-20 15:28:14,619 - mmaction - INFO - Epoch [213][580/1253] lr: 2.134e-02, eta: 18:18:44, time: 1.120, data_time: 0.020, memory: 9059, top1_acc: 0.5760, top5_acc: 0.7935, loss_cls: 1.8359, loss: 1.8359, grad_norm: 3.2816 2020-07-20 15:28:35,843 - mmaction - INFO - Epoch [213][600/1253] lr: 2.134e-02, eta: 18:18:19, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5773, top5_acc: 0.7969, loss_cls: 1.7896, loss: 1.7896, grad_norm: 3.1998 2020-07-20 15:28:57,136 - mmaction - INFO - Epoch [213][620/1253] lr: 2.134e-02, eta: 18:17:54, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5740, top5_acc: 0.7927, loss_cls: 1.8202, loss: 1.8202, grad_norm: 3.2056 2020-07-20 15:29:18,507 - mmaction - INFO - Epoch [213][640/1253] lr: 2.134e-02, eta: 18:17:29, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5664, top5_acc: 0.7831, loss_cls: 1.8542, loss: 1.8542, grad_norm: 3.3647 2020-07-20 15:29:40,341 - mmaction - INFO - Epoch [213][660/1253] lr: 2.134e-02, eta: 18:17:04, time: 1.092, data_time: 0.002, memory: 9059, top1_acc: 0.5578, top5_acc: 0.7789, loss_cls: 1.8960, loss: 1.8960, grad_norm: 3.2904 2020-07-20 15:30:04,384 - mmaction - INFO - Epoch [213][680/1253] lr: 2.134e-02, eta: 18:16:40, time: 1.202, data_time: 0.002, memory: 9059, top1_acc: 0.5612, top5_acc: 0.7964, loss_cls: 1.8240, loss: 1.8240, grad_norm: 3.3038 2020-07-20 15:30:40,046 - mmaction - INFO - Epoch [213][700/1253] lr: 2.134e-02, eta: 18:16:19, time: 1.776, data_time: 0.350, memory: 9059, top1_acc: 0.5870, top5_acc: 0.7953, loss_cls: 1.8017, loss: 1.8017, grad_norm: 3.2165 2020-07-20 15:31:03,907 - mmaction - INFO - Epoch [213][720/1253] lr: 2.134e-02, eta: 18:15:55, time: 1.192, data_time: 0.029, memory: 9059, top1_acc: 0.5635, top5_acc: 0.7695, loss_cls: 1.9016, loss: 1.9016, grad_norm: 3.3664 2020-07-20 15:31:26,157 - mmaction - INFO - Epoch [213][740/1253] lr: 2.134e-02, eta: 18:15:30, time: 1.120, data_time: 0.017, memory: 9059, top1_acc: 0.5773, top5_acc: 0.7870, loss_cls: 1.8346, loss: 1.8346, grad_norm: 3.2340 2020-07-20 15:31:47,373 - mmaction - INFO - Epoch [213][760/1253] lr: 2.134e-02, eta: 18:15:05, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5742, top5_acc: 0.7914, loss_cls: 1.8160, loss: 1.8160, grad_norm: 3.2218 2020-07-20 15:32:09,610 - mmaction - INFO - Epoch [213][780/1253] lr: 2.134e-02, eta: 18:14:41, time: 1.111, data_time: 0.002, memory: 9059, top1_acc: 0.5940, top5_acc: 0.7966, loss_cls: 1.7884, loss: 1.7884, grad_norm: 3.1782 2020-07-20 15:32:30,924 - mmaction - INFO - Epoch [213][800/1253] lr: 2.134e-02, eta: 18:14:16, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.5641, top5_acc: 0.7854, loss_cls: 1.8597, loss: 1.8597, grad_norm: 3.3380 2020-07-20 15:32:52,272 - mmaction - INFO - Epoch [213][820/1253] lr: 2.134e-02, eta: 18:13:51, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5682, top5_acc: 0.7781, loss_cls: 1.8766, loss: 1.8766, grad_norm: 3.2719 2020-07-20 15:33:13,831 - mmaction - INFO - Epoch [213][840/1253] lr: 2.134e-02, eta: 18:13:26, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.5703, top5_acc: 0.7872, loss_cls: 1.8504, loss: 1.8504, grad_norm: 3.2404 2020-07-20 15:33:35,423 - mmaction - INFO - Epoch [213][860/1253] lr: 2.134e-02, eta: 18:13:01, time: 1.080, data_time: 0.003, memory: 9059, top1_acc: 0.5732, top5_acc: 0.7810, loss_cls: 1.8698, loss: 1.8698, grad_norm: 3.3166 2020-07-20 15:33:56,825 - mmaction - INFO - Epoch [213][880/1253] lr: 2.134e-02, eta: 18:12:36, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.5706, top5_acc: 0.7930, loss_cls: 1.8308, loss: 1.8308, grad_norm: 3.2654 2020-07-20 15:34:18,039 - mmaction - INFO - Epoch [213][900/1253] lr: 2.134e-02, eta: 18:12:11, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.5839, top5_acc: 0.7919, loss_cls: 1.7891, loss: 1.7891, grad_norm: 3.2339 2020-07-20 15:34:39,475 - mmaction - INFO - Epoch [213][920/1253] lr: 2.134e-02, eta: 18:11:46, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.5669, top5_acc: 0.7846, loss_cls: 1.8455, loss: 1.8455, grad_norm: 3.2317 2020-07-20 15:35:00,866 - mmaction - INFO - Epoch [213][940/1253] lr: 2.134e-02, eta: 18:11:21, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.5672, top5_acc: 0.7807, loss_cls: 1.8726, loss: 1.8726, grad_norm: 3.2700 2020-07-20 15:35:22,127 - mmaction - INFO - Epoch [213][960/1253] lr: 2.134e-02, eta: 18:10:56, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.5612, top5_acc: 0.7758, loss_cls: 1.8873, loss: 1.8873, grad_norm: 3.2893 2020-07-20 15:35:43,486 - mmaction - INFO - Epoch [213][980/1253] lr: 2.134e-02, eta: 18:10:31, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5768, top5_acc: 0.7846, loss_cls: 1.8412, loss: 1.8412, grad_norm: 3.3085 2020-07-20 15:36:04,862 - mmaction - INFO - Epoch [213][1000/1253] lr: 2.134e-02, eta: 18:10:06, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.5745, top5_acc: 0.7875, loss_cls: 1.8438, loss: 1.8438, grad_norm: 3.2803 2020-07-20 15:36:26,160 - mmaction - INFO - Epoch [213][1020/1253] lr: 2.134e-02, eta: 18:09:41, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5690, top5_acc: 0.7880, loss_cls: 1.8529, loss: 1.8529, grad_norm: 3.3182 2020-07-20 15:36:47,596 - mmaction - INFO - Epoch [213][1040/1253] lr: 2.134e-02, eta: 18:09:16, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.5729, top5_acc: 0.7854, loss_cls: 1.8592, loss: 1.8592, grad_norm: 3.3619 2020-07-20 15:37:08,864 - mmaction - INFO - Epoch [213][1060/1253] lr: 2.134e-02, eta: 18:08:52, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5578, top5_acc: 0.7719, loss_cls: 1.9372, loss: 1.9372, grad_norm: 3.3550 2020-07-20 15:37:30,366 - mmaction - INFO - Epoch [213][1080/1253] lr: 2.134e-02, eta: 18:08:27, time: 1.075, data_time: 0.001, memory: 9059, top1_acc: 0.5716, top5_acc: 0.7911, loss_cls: 1.8213, loss: 1.8213, grad_norm: 3.2609 2020-07-20 15:37:51,748 - mmaction - INFO - Epoch [213][1100/1253] lr: 2.134e-02, eta: 18:08:02, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5742, top5_acc: 0.7797, loss_cls: 1.8719, loss: 1.8719, grad_norm: 3.3109 2020-07-20 15:38:13,289 - mmaction - INFO - Epoch [213][1120/1253] lr: 2.134e-02, eta: 18:07:37, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.5690, top5_acc: 0.7786, loss_cls: 1.8642, loss: 1.8642, grad_norm: 3.2947 2020-07-20 15:38:34,817 - mmaction - INFO - Epoch [213][1140/1253] lr: 2.134e-02, eta: 18:07:12, time: 1.080, data_time: 0.006, memory: 9059, top1_acc: 0.5602, top5_acc: 0.7758, loss_cls: 1.8957, loss: 1.8957, grad_norm: 3.3009 2020-07-20 15:38:56,111 - mmaction - INFO - Epoch [213][1160/1253] lr: 2.134e-02, eta: 18:06:47, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5677, top5_acc: 0.7909, loss_cls: 1.8697, loss: 1.8697, grad_norm: 3.3398 2020-07-20 15:39:17,643 - mmaction - INFO - Epoch [213][1180/1253] lr: 2.134e-02, eta: 18:06:22, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.5583, top5_acc: 0.7797, loss_cls: 1.8736, loss: 1.8736, grad_norm: 3.3000 2020-07-20 15:39:38,935 - mmaction - INFO - Epoch [213][1200/1253] lr: 2.134e-02, eta: 18:05:57, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.5620, top5_acc: 0.7771, loss_cls: 1.8985, loss: 1.8985, grad_norm: 3.3233 2020-07-20 15:40:00,375 - mmaction - INFO - Epoch [213][1220/1253] lr: 2.134e-02, eta: 18:05:32, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.5747, top5_acc: 0.7771, loss_cls: 1.8782, loss: 1.8782, grad_norm: 3.2332 2020-07-20 15:40:21,804 - mmaction - INFO - Epoch [213][1240/1253] lr: 2.134e-02, eta: 18:05:07, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.5781, top5_acc: 0.7854, loss_cls: 1.8388, loss: 1.8388, grad_norm: 3.2631 2020-07-20 15:43:59,556 - mmaction - INFO - Epoch [214][20/1253] lr: 2.040e-02, eta: 18:05:11, time: 9.907, data_time: 8.360, memory: 9059, top1_acc: 0.5745, top5_acc: 0.7930, loss_cls: 1.8326, loss: 1.8326, grad_norm: 3.2733 2020-07-20 15:44:21,430 - mmaction - INFO - Epoch [214][40/1253] lr: 2.040e-02, eta: 18:04:46, time: 1.097, data_time: 0.004, memory: 9059, top1_acc: 0.5750, top5_acc: 0.7945, loss_cls: 1.8171, loss: 1.8171, grad_norm: 3.2426 2020-07-20 15:44:42,688 - mmaction - INFO - Epoch [214][60/1253] lr: 2.040e-02, eta: 18:04:21, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.5909, top5_acc: 0.7982, loss_cls: 1.7566, loss: 1.7566, grad_norm: 3.2903 2020-07-20 15:45:03,987 - mmaction - INFO - Epoch [214][80/1253] lr: 2.040e-02, eta: 18:03:56, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.5664, top5_acc: 0.7919, loss_cls: 1.8359, loss: 1.8359, grad_norm: 3.3813 2020-07-20 15:45:25,250 - mmaction - INFO - Epoch [214][100/1253] lr: 2.040e-02, eta: 18:03:31, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.5820, top5_acc: 0.7898, loss_cls: 1.8181, loss: 1.8181, grad_norm: 3.2930 2020-07-20 15:45:46,541 - mmaction - INFO - Epoch [214][120/1253] lr: 2.040e-02, eta: 18:03:06, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.5885, top5_acc: 0.8026, loss_cls: 1.7736, loss: 1.7736, grad_norm: 3.2426 2020-07-20 15:46:07,936 - mmaction - INFO - Epoch [214][140/1253] lr: 2.040e-02, eta: 18:02:41, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.5755, top5_acc: 0.7906, loss_cls: 1.8137, loss: 1.8137, grad_norm: 3.2024 2020-07-20 15:46:29,249 - mmaction - INFO - Epoch [214][160/1253] lr: 2.040e-02, eta: 18:02:16, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5708, top5_acc: 0.7883, loss_cls: 1.8252, loss: 1.8252, grad_norm: 3.2842 2020-07-20 15:46:50,625 - mmaction - INFO - Epoch [214][180/1253] lr: 2.040e-02, eta: 18:01:51, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.5836, top5_acc: 0.7854, loss_cls: 1.8214, loss: 1.8214, grad_norm: 3.2430 2020-07-20 15:47:11,822 - mmaction - INFO - Epoch [214][200/1253] lr: 2.040e-02, eta: 18:01:26, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.5846, top5_acc: 0.8044, loss_cls: 1.7525, loss: 1.7525, grad_norm: 3.2491 2020-07-20 15:47:33,179 - mmaction - INFO - Epoch [214][220/1253] lr: 2.040e-02, eta: 18:01:01, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.5789, top5_acc: 0.7870, loss_cls: 1.8162, loss: 1.8162, grad_norm: 3.2778 2020-07-20 15:47:54,677 - mmaction - INFO - Epoch [214][240/1253] lr: 2.040e-02, eta: 18:00:36, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.5641, top5_acc: 0.7818, loss_cls: 1.8582, loss: 1.8582, grad_norm: 3.3401 2020-07-20 15:48:15,964 - mmaction - INFO - Epoch [214][260/1253] lr: 2.040e-02, eta: 18:00:11, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5719, top5_acc: 0.7862, loss_cls: 1.8606, loss: 1.8606, grad_norm: 3.3293 2020-07-20 15:48:37,146 - mmaction - INFO - Epoch [214][280/1253] lr: 2.040e-02, eta: 17:59:46, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.5854, top5_acc: 0.7885, loss_cls: 1.7843, loss: 1.7843, grad_norm: 3.3517 2020-07-20 15:48:58,424 - mmaction - INFO - Epoch [214][300/1253] lr: 2.040e-02, eta: 17:59:22, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5690, top5_acc: 0.7818, loss_cls: 1.8642, loss: 1.8642, grad_norm: 3.3294 2020-07-20 15:49:19,931 - mmaction - INFO - Epoch [214][320/1253] lr: 2.040e-02, eta: 17:58:57, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.5732, top5_acc: 0.7799, loss_cls: 1.8549, loss: 1.8549, grad_norm: 3.3755 2020-07-20 15:49:41,232 - mmaction - INFO - Epoch [214][340/1253] lr: 2.040e-02, eta: 17:58:32, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.5708, top5_acc: 0.7885, loss_cls: 1.8456, loss: 1.8456, grad_norm: 3.3346 2020-07-20 15:50:02,458 - mmaction - INFO - Epoch [214][360/1253] lr: 2.040e-02, eta: 17:58:07, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.5682, top5_acc: 0.7797, loss_cls: 1.8543, loss: 1.8543, grad_norm: 3.2992 2020-07-20 15:50:23,870 - mmaction - INFO - Epoch [214][380/1253] lr: 2.040e-02, eta: 17:57:42, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.5854, top5_acc: 0.7961, loss_cls: 1.8057, loss: 1.8057, grad_norm: 3.2935 2020-07-20 15:50:46,159 - mmaction - INFO - Epoch [214][400/1253] lr: 2.040e-02, eta: 17:57:17, time: 1.114, data_time: 0.003, memory: 9059, top1_acc: 0.5680, top5_acc: 0.7862, loss_cls: 1.8382, loss: 1.8382, grad_norm: 3.3152 2020-07-20 15:51:07,697 - mmaction - INFO - Epoch [214][420/1253] lr: 2.040e-02, eta: 17:56:52, time: 1.078, data_time: 0.004, memory: 9059, top1_acc: 0.5753, top5_acc: 0.7872, loss_cls: 1.8233, loss: 1.8233, grad_norm: 3.2685 2020-07-20 15:51:28,970 - mmaction - INFO - Epoch [214][440/1253] lr: 2.040e-02, eta: 17:56:27, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.5893, top5_acc: 0.7977, loss_cls: 1.7839, loss: 1.7839, grad_norm: 3.2724 2020-07-20 15:51:50,156 - mmaction - INFO - Epoch [214][460/1253] lr: 2.040e-02, eta: 17:56:02, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.5992, top5_acc: 0.7987, loss_cls: 1.7504, loss: 1.7504, grad_norm: 3.2286 2020-07-20 15:52:11,482 - mmaction - INFO - Epoch [214][480/1253] lr: 2.040e-02, eta: 17:55:37, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.5646, top5_acc: 0.7729, loss_cls: 1.8919, loss: 1.8919, grad_norm: 3.3203 2020-07-20 15:52:32,663 - mmaction - INFO - Epoch [214][500/1253] lr: 2.040e-02, eta: 17:55:12, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.5721, top5_acc: 0.7820, loss_cls: 1.8611, loss: 1.8611, grad_norm: 3.2998 2020-07-20 15:52:53,995 - mmaction - INFO - Epoch [214][520/1253] lr: 2.040e-02, eta: 17:54:47, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.5776, top5_acc: 0.7859, loss_cls: 1.8283, loss: 1.8283, grad_norm: 3.2625 2020-07-20 15:53:15,421 - mmaction - INFO - Epoch [214][540/1253] lr: 2.040e-02, eta: 17:54:22, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.5708, top5_acc: 0.7862, loss_cls: 1.8281, loss: 1.8281, grad_norm: 3.2364 2020-07-20 15:53:36,882 - mmaction - INFO - Epoch [214][560/1253] lr: 2.040e-02, eta: 17:53:58, time: 1.075, data_time: 0.003, memory: 9059, top1_acc: 0.5661, top5_acc: 0.7836, loss_cls: 1.8798, loss: 1.8798, grad_norm: 3.3090 2020-07-20 15:53:58,187 - mmaction - INFO - Epoch [214][580/1253] lr: 2.040e-02, eta: 17:53:33, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5711, top5_acc: 0.7773, loss_cls: 1.8364, loss: 1.8364, grad_norm: 3.2801 2020-07-20 15:54:19,584 - mmaction - INFO - Epoch [214][600/1253] lr: 2.040e-02, eta: 17:53:08, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.5628, top5_acc: 0.7839, loss_cls: 1.8746, loss: 1.8746, grad_norm: 3.3323 2020-07-20 15:54:40,868 - mmaction - INFO - Epoch [214][620/1253] lr: 2.040e-02, eta: 17:52:43, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.5701, top5_acc: 0.7836, loss_cls: 1.8564, loss: 1.8564, grad_norm: 3.2980 2020-07-20 15:55:02,289 - mmaction - INFO - Epoch [214][640/1253] lr: 2.040e-02, eta: 17:52:18, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.5682, top5_acc: 0.7794, loss_cls: 1.8552, loss: 1.8552, grad_norm: 3.2876 2020-07-20 15:55:23,557 - mmaction - INFO - Epoch [214][660/1253] lr: 2.040e-02, eta: 17:51:53, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5771, top5_acc: 0.7938, loss_cls: 1.8207, loss: 1.8207, grad_norm: 3.2943 2020-07-20 15:55:44,867 - mmaction - INFO - Epoch [214][680/1253] lr: 2.040e-02, eta: 17:51:28, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5786, top5_acc: 0.7984, loss_cls: 1.7925, loss: 1.7925, grad_norm: 3.3250 2020-07-20 15:56:06,326 - mmaction - INFO - Epoch [214][700/1253] lr: 2.040e-02, eta: 17:51:03, time: 1.072, data_time: 0.001, memory: 9059, top1_acc: 0.5859, top5_acc: 0.7964, loss_cls: 1.7886, loss: 1.7886, grad_norm: 3.3035 2020-07-20 15:56:27,757 - mmaction - INFO - Epoch [214][720/1253] lr: 2.040e-02, eta: 17:50:38, time: 1.071, data_time: 0.001, memory: 9059, top1_acc: 0.5685, top5_acc: 0.7870, loss_cls: 1.8479, loss: 1.8479, grad_norm: 3.3766 2020-07-20 15:56:49,624 - mmaction - INFO - Epoch [214][740/1253] lr: 2.040e-02, eta: 17:50:13, time: 1.093, data_time: 0.002, memory: 9059, top1_acc: 0.5698, top5_acc: 0.7810, loss_cls: 1.8652, loss: 1.8652, grad_norm: 3.3556 2020-07-20 15:57:11,284 - mmaction - INFO - Epoch [214][760/1253] lr: 2.040e-02, eta: 17:49:49, time: 1.083, data_time: 0.002, memory: 9059, top1_acc: 0.5607, top5_acc: 0.7802, loss_cls: 1.8817, loss: 1.8817, grad_norm: 3.3256 2020-07-20 15:57:32,885 - mmaction - INFO - Epoch [214][780/1253] lr: 2.040e-02, eta: 17:49:24, time: 1.081, data_time: 0.001, memory: 9059, top1_acc: 0.5781, top5_acc: 0.7891, loss_cls: 1.7936, loss: 1.7936, grad_norm: 3.3552 2020-07-20 15:57:54,227 - mmaction - INFO - Epoch [214][800/1253] lr: 2.040e-02, eta: 17:48:59, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.5729, top5_acc: 0.7888, loss_cls: 1.8256, loss: 1.8256, grad_norm: 3.2959 2020-07-20 15:58:15,506 - mmaction - INFO - Epoch [214][820/1253] lr: 2.040e-02, eta: 17:48:34, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5609, top5_acc: 0.7820, loss_cls: 1.8729, loss: 1.8729, grad_norm: 3.3968 2020-07-20 15:58:36,750 - mmaction - INFO - Epoch [214][840/1253] lr: 2.040e-02, eta: 17:48:09, time: 1.061, data_time: 0.001, memory: 9059, top1_acc: 0.5823, top5_acc: 0.8003, loss_cls: 1.8027, loss: 1.8027, grad_norm: 3.2673 2020-07-20 15:58:57,938 - mmaction - INFO - Epoch [214][860/1253] lr: 2.040e-02, eta: 17:47:44, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.5750, top5_acc: 0.7945, loss_cls: 1.7835, loss: 1.7835, grad_norm: 3.3186 2020-07-20 15:59:19,650 - mmaction - INFO - Epoch [214][880/1253] lr: 2.040e-02, eta: 17:47:19, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.5779, top5_acc: 0.8021, loss_cls: 1.8039, loss: 1.8039, grad_norm: 3.3725 2020-07-20 15:59:40,924 - mmaction - INFO - Epoch [214][900/1253] lr: 2.040e-02, eta: 17:46:54, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5693, top5_acc: 0.7846, loss_cls: 1.8578, loss: 1.8578, grad_norm: 3.3295 2020-07-20 16:00:02,353 - mmaction - INFO - Epoch [214][920/1253] lr: 2.040e-02, eta: 17:46:29, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.5781, top5_acc: 0.7872, loss_cls: 1.8390, loss: 1.8390, grad_norm: 3.3136 2020-07-20 16:00:33,793 - mmaction - INFO - Epoch [214][940/1253] lr: 2.040e-02, eta: 17:46:07, time: 1.570, data_time: 0.009, memory: 9059, top1_acc: 0.5648, top5_acc: 0.7844, loss_cls: 1.8376, loss: 1.8376, grad_norm: 3.3331 2020-07-20 16:00:55,543 - mmaction - INFO - Epoch [214][960/1253] lr: 2.040e-02, eta: 17:45:42, time: 1.097, data_time: 0.031, memory: 9059, top1_acc: 0.5750, top5_acc: 0.7844, loss_cls: 1.8184, loss: 1.8184, grad_norm: 3.2677 2020-07-20 16:01:16,778 - mmaction - INFO - Epoch [214][980/1253] lr: 2.040e-02, eta: 17:45:17, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.5706, top5_acc: 0.7862, loss_cls: 1.8546, loss: 1.8546, grad_norm: 3.3313 2020-07-20 16:01:37,985 - mmaction - INFO - Epoch [214][1000/1253] lr: 2.040e-02, eta: 17:44:52, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5753, top5_acc: 0.7977, loss_cls: 1.7918, loss: 1.7918, grad_norm: 3.3190 2020-07-20 16:01:59,397 - mmaction - INFO - Epoch [214][1020/1253] lr: 2.040e-02, eta: 17:44:27, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.5781, top5_acc: 0.7971, loss_cls: 1.8239, loss: 1.8239, grad_norm: 3.3073 2020-07-20 16:02:20,626 - mmaction - INFO - Epoch [214][1040/1253] lr: 2.040e-02, eta: 17:44:02, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5682, top5_acc: 0.7841, loss_cls: 1.8847, loss: 1.8847, grad_norm: 3.2902 2020-07-20 16:02:42,369 - mmaction - INFO - Epoch [214][1060/1253] lr: 2.040e-02, eta: 17:43:38, time: 1.087, data_time: 0.003, memory: 9059, top1_acc: 0.5651, top5_acc: 0.7813, loss_cls: 1.8953, loss: 1.8953, grad_norm: 3.3917 2020-07-20 16:03:03,933 - mmaction - INFO - Epoch [214][1080/1253] lr: 2.040e-02, eta: 17:43:13, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.5758, top5_acc: 0.7919, loss_cls: 1.8537, loss: 1.8537, grad_norm: 3.3479 2020-07-20 16:03:25,168 - mmaction - INFO - Epoch [214][1100/1253] lr: 2.040e-02, eta: 17:42:48, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.5698, top5_acc: 0.7826, loss_cls: 1.8561, loss: 1.8561, grad_norm: 3.2921 2020-07-20 16:03:46,503 - mmaction - INFO - Epoch [214][1120/1253] lr: 2.040e-02, eta: 17:42:23, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5797, top5_acc: 0.7911, loss_cls: 1.8042, loss: 1.8042, grad_norm: 3.2800 2020-07-20 16:04:07,745 - mmaction - INFO - Epoch [214][1140/1253] lr: 2.040e-02, eta: 17:41:58, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5625, top5_acc: 0.7773, loss_cls: 1.8709, loss: 1.8709, grad_norm: 3.3001 2020-07-20 16:04:28,947 - mmaction - INFO - Epoch [214][1160/1253] lr: 2.040e-02, eta: 17:41:33, time: 1.061, data_time: 0.003, memory: 9059, top1_acc: 0.5857, top5_acc: 0.7995, loss_cls: 1.7454, loss: 1.7454, grad_norm: 3.2616 2020-07-20 16:04:50,157 - mmaction - INFO - Epoch [214][1180/1253] lr: 2.040e-02, eta: 17:41:08, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.5737, top5_acc: 0.8000, loss_cls: 1.8235, loss: 1.8235, grad_norm: 3.3700 2020-07-20 16:05:11,615 - mmaction - INFO - Epoch [214][1200/1253] lr: 2.040e-02, eta: 17:40:43, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.5656, top5_acc: 0.7849, loss_cls: 1.8575, loss: 1.8575, grad_norm: 3.3058 2020-07-20 16:05:33,047 - mmaction - INFO - Epoch [214][1220/1253] lr: 2.040e-02, eta: 17:40:18, time: 1.074, data_time: 0.003, memory: 9059, top1_acc: 0.5648, top5_acc: 0.7826, loss_cls: 1.8739, loss: 1.8739, grad_norm: 3.3037 2020-07-20 16:05:54,258 - mmaction - INFO - Epoch [214][1240/1253] lr: 2.040e-02, eta: 17:39:53, time: 1.059, data_time: 0.001, memory: 9059, top1_acc: 0.5659, top5_acc: 0.7781, loss_cls: 1.8710, loss: 1.8710, grad_norm: 3.2838 2020-07-20 16:09:37,044 - mmaction - INFO - Epoch [215][20/1253] lr: 1.949e-02, eta: 17:39:56, time: 10.028, data_time: 8.843, memory: 9059, top1_acc: 0.5773, top5_acc: 0.7935, loss_cls: 1.7903, loss: 1.7903, grad_norm: 3.2576 2020-07-20 16:09:58,305 - mmaction - INFO - Epoch [215][40/1253] lr: 1.949e-02, eta: 17:39:31, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.5880, top5_acc: 0.7969, loss_cls: 1.7415, loss: 1.7415, grad_norm: 3.2634 2020-07-20 16:10:19,783 - mmaction - INFO - Epoch [215][60/1253] lr: 1.949e-02, eta: 17:39:06, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.5844, top5_acc: 0.8031, loss_cls: 1.7864, loss: 1.7864, grad_norm: 3.2754 2020-07-20 16:10:41,019 - mmaction - INFO - Epoch [215][80/1253] lr: 1.949e-02, eta: 17:38:41, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5742, top5_acc: 0.7932, loss_cls: 1.8094, loss: 1.8094, grad_norm: 3.3775 2020-07-20 16:11:02,820 - mmaction - INFO - Epoch [215][100/1253] lr: 1.949e-02, eta: 17:38:17, time: 1.092, data_time: 0.003, memory: 9059, top1_acc: 0.5870, top5_acc: 0.8029, loss_cls: 1.7496, loss: 1.7496, grad_norm: 3.2984 2020-07-20 16:11:24,149 - mmaction - INFO - Epoch [215][120/1253] lr: 1.949e-02, eta: 17:37:52, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.5841, top5_acc: 0.7922, loss_cls: 1.7870, loss: 1.7870, grad_norm: 3.2839 2020-07-20 16:11:45,521 - mmaction - INFO - Epoch [215][140/1253] lr: 1.949e-02, eta: 17:37:27, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.5880, top5_acc: 0.7992, loss_cls: 1.7628, loss: 1.7628, grad_norm: 3.3616 2020-07-20 16:12:06,772 - mmaction - INFO - Epoch [215][160/1253] lr: 1.949e-02, eta: 17:37:02, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.5755, top5_acc: 0.7906, loss_cls: 1.8082, loss: 1.8082, grad_norm: 3.3290 2020-07-20 16:12:28,193 - mmaction - INFO - Epoch [215][180/1253] lr: 1.949e-02, eta: 17:36:37, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.5758, top5_acc: 0.7839, loss_cls: 1.8450, loss: 1.8450, grad_norm: 3.3477 2020-07-20 16:12:49,598 - mmaction - INFO - Epoch [215][200/1253] lr: 1.949e-02, eta: 17:36:12, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.5807, top5_acc: 0.7836, loss_cls: 1.8345, loss: 1.8345, grad_norm: 3.2988 2020-07-20 16:13:11,237 - mmaction - INFO - Epoch [215][220/1253] lr: 1.949e-02, eta: 17:35:47, time: 1.082, data_time: 0.002, memory: 9059, top1_acc: 0.5789, top5_acc: 0.7914, loss_cls: 1.7990, loss: 1.7990, grad_norm: 3.3944 2020-07-20 16:13:32,366 - mmaction - INFO - Epoch [215][240/1253] lr: 1.949e-02, eta: 17:35:22, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.5945, top5_acc: 0.7984, loss_cls: 1.7315, loss: 1.7315, grad_norm: 3.2772 2020-07-20 16:13:53,808 - mmaction - INFO - Epoch [215][260/1253] lr: 1.949e-02, eta: 17:34:57, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.5810, top5_acc: 0.7870, loss_cls: 1.7976, loss: 1.7976, grad_norm: 3.3284 2020-07-20 16:14:15,156 - mmaction - INFO - Epoch [215][280/1253] lr: 1.949e-02, eta: 17:34:32, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.5818, top5_acc: 0.7893, loss_cls: 1.8139, loss: 1.8139, grad_norm: 3.3826 2020-07-20 16:14:36,746 - mmaction - INFO - Epoch [215][300/1253] lr: 1.949e-02, eta: 17:34:07, time: 1.081, data_time: 0.003, memory: 9059, top1_acc: 0.5724, top5_acc: 0.7885, loss_cls: 1.8358, loss: 1.8358, grad_norm: 3.3096 2020-07-20 16:14:58,362 - mmaction - INFO - Epoch [215][320/1253] lr: 1.949e-02, eta: 17:33:43, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.6016, top5_acc: 0.8003, loss_cls: 1.7345, loss: 1.7345, grad_norm: 3.2892 2020-07-20 16:15:19,637 - mmaction - INFO - Epoch [215][340/1253] lr: 1.949e-02, eta: 17:33:18, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.5870, top5_acc: 0.7956, loss_cls: 1.7674, loss: 1.7674, grad_norm: 3.3009 2020-07-20 16:15:41,029 - mmaction - INFO - Epoch [215][360/1253] lr: 1.949e-02, eta: 17:32:53, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.5911, top5_acc: 0.7945, loss_cls: 1.7691, loss: 1.7691, grad_norm: 3.3434 2020-07-20 16:16:02,618 - mmaction - INFO - Epoch [215][380/1253] lr: 1.949e-02, eta: 17:32:28, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.5818, top5_acc: 0.7953, loss_cls: 1.7792, loss: 1.7792, grad_norm: 3.3144 2020-07-20 16:16:24,551 - mmaction - INFO - Epoch [215][400/1253] lr: 1.949e-02, eta: 17:32:03, time: 1.096, data_time: 0.002, memory: 9059, top1_acc: 0.5786, top5_acc: 0.7839, loss_cls: 1.8301, loss: 1.8301, grad_norm: 3.4086 2020-07-20 16:16:46,036 - mmaction - INFO - Epoch [215][420/1253] lr: 1.949e-02, eta: 17:31:38, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.5815, top5_acc: 0.7961, loss_cls: 1.7991, loss: 1.7991, grad_norm: 3.3357 2020-07-20 16:17:07,300 - mmaction - INFO - Epoch [215][440/1253] lr: 1.949e-02, eta: 17:31:13, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.5661, top5_acc: 0.7815, loss_cls: 1.8793, loss: 1.8793, grad_norm: 3.3655 2020-07-20 16:17:28,928 - mmaction - INFO - Epoch [215][460/1253] lr: 1.949e-02, eta: 17:30:48, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.5719, top5_acc: 0.7878, loss_cls: 1.8326, loss: 1.8326, grad_norm: 3.3380 2020-07-20 16:17:50,294 - mmaction - INFO - Epoch [215][480/1253] lr: 1.949e-02, eta: 17:30:24, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5799, top5_acc: 0.7891, loss_cls: 1.8007, loss: 1.8007, grad_norm: 3.2791 2020-07-20 16:18:11,626 - mmaction - INFO - Epoch [215][500/1253] lr: 1.949e-02, eta: 17:29:59, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.5813, top5_acc: 0.7940, loss_cls: 1.8057, loss: 1.8057, grad_norm: 3.3521 2020-07-20 16:18:32,983 - mmaction - INFO - Epoch [215][520/1253] lr: 1.949e-02, eta: 17:29:34, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5719, top5_acc: 0.7878, loss_cls: 1.8439, loss: 1.8439, grad_norm: 3.3831 2020-07-20 16:18:54,273 - mmaction - INFO - Epoch [215][540/1253] lr: 1.949e-02, eta: 17:29:09, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5802, top5_acc: 0.7911, loss_cls: 1.8134, loss: 1.8134, grad_norm: 3.3015 2020-07-20 16:19:15,813 - mmaction - INFO - Epoch [215][560/1253] lr: 1.949e-02, eta: 17:28:44, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.5745, top5_acc: 0.7859, loss_cls: 1.8509, loss: 1.8509, grad_norm: 3.3523 2020-07-20 16:19:37,071 - mmaction - INFO - Epoch [215][580/1253] lr: 1.949e-02, eta: 17:28:19, time: 1.065, data_time: 0.004, memory: 9059, top1_acc: 0.5872, top5_acc: 0.7943, loss_cls: 1.7760, loss: 1.7760, grad_norm: 3.2787 2020-07-20 16:19:58,443 - mmaction - INFO - Epoch [215][600/1253] lr: 1.949e-02, eta: 17:27:54, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5849, top5_acc: 0.7904, loss_cls: 1.8094, loss: 1.8094, grad_norm: 3.3104 2020-07-20 16:20:19,981 - mmaction - INFO - Epoch [215][620/1253] lr: 1.949e-02, eta: 17:27:29, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.5789, top5_acc: 0.7932, loss_cls: 1.8118, loss: 1.8118, grad_norm: 3.2702 2020-07-20 16:20:41,347 - mmaction - INFO - Epoch [215][640/1253] lr: 1.949e-02, eta: 17:27:04, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.5724, top5_acc: 0.7896, loss_cls: 1.8337, loss: 1.8337, grad_norm: 3.3512 2020-07-20 16:21:02,726 - mmaction - INFO - Epoch [215][660/1253] lr: 1.949e-02, eta: 17:26:39, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5672, top5_acc: 0.7904, loss_cls: 1.8214, loss: 1.8214, grad_norm: 3.2977 2020-07-20 16:21:23,885 - mmaction - INFO - Epoch [215][680/1253] lr: 1.949e-02, eta: 17:26:14, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.5708, top5_acc: 0.7878, loss_cls: 1.8228, loss: 1.8228, grad_norm: 3.2755 2020-07-20 16:21:45,169 - mmaction - INFO - Epoch [215][700/1253] lr: 1.949e-02, eta: 17:25:50, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.5841, top5_acc: 0.8044, loss_cls: 1.7610, loss: 1.7610, grad_norm: 3.3253 2020-07-20 16:22:06,595 - mmaction - INFO - Epoch [215][720/1253] lr: 1.949e-02, eta: 17:25:25, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.5711, top5_acc: 0.7888, loss_cls: 1.8293, loss: 1.8293, grad_norm: 3.3437 2020-07-20 16:22:28,041 - mmaction - INFO - Epoch [215][740/1253] lr: 1.949e-02, eta: 17:25:00, time: 1.073, data_time: 0.005, memory: 9059, top1_acc: 0.5701, top5_acc: 0.7862, loss_cls: 1.8539, loss: 1.8539, grad_norm: 3.3658 2020-07-20 16:22:49,295 - mmaction - INFO - Epoch [215][760/1253] lr: 1.949e-02, eta: 17:24:35, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5750, top5_acc: 0.7857, loss_cls: 1.8441, loss: 1.8441, grad_norm: 3.3710 2020-07-20 16:23:10,677 - mmaction - INFO - Epoch [215][780/1253] lr: 1.949e-02, eta: 17:24:10, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.5690, top5_acc: 0.7849, loss_cls: 1.8194, loss: 1.8194, grad_norm: 3.3507 2020-07-20 16:23:32,082 - mmaction - INFO - Epoch [215][800/1253] lr: 1.949e-02, eta: 17:23:45, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.5729, top5_acc: 0.7859, loss_cls: 1.8559, loss: 1.8559, grad_norm: 3.3640 2020-07-20 16:23:53,334 - mmaction - INFO - Epoch [215][820/1253] lr: 1.949e-02, eta: 17:23:20, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5747, top5_acc: 0.7893, loss_cls: 1.8239, loss: 1.8239, grad_norm: 3.2888 2020-07-20 16:24:14,625 - mmaction - INFO - Epoch [215][840/1253] lr: 1.949e-02, eta: 17:22:55, time: 1.067, data_time: 0.004, memory: 9059, top1_acc: 0.5659, top5_acc: 0.7807, loss_cls: 1.8844, loss: 1.8844, grad_norm: 3.3307 2020-07-20 16:24:36,112 - mmaction - INFO - Epoch [215][860/1253] lr: 1.949e-02, eta: 17:22:30, time: 1.074, data_time: 0.001, memory: 9059, top1_acc: 0.5841, top5_acc: 0.8003, loss_cls: 1.7615, loss: 1.7615, grad_norm: 3.2636 2020-07-20 16:24:57,371 - mmaction - INFO - Epoch [215][880/1253] lr: 1.949e-02, eta: 17:22:05, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.5810, top5_acc: 0.7964, loss_cls: 1.7795, loss: 1.7795, grad_norm: 3.3459 2020-07-20 16:25:18,604 - mmaction - INFO - Epoch [215][900/1253] lr: 1.949e-02, eta: 17:21:40, time: 1.061, data_time: 0.001, memory: 9059, top1_acc: 0.5669, top5_acc: 0.7932, loss_cls: 1.8414, loss: 1.8414, grad_norm: 3.3872 2020-07-20 16:25:40,036 - mmaction - INFO - Epoch [215][920/1253] lr: 1.949e-02, eta: 17:21:16, time: 1.072, data_time: 0.001, memory: 9059, top1_acc: 0.5674, top5_acc: 0.7823, loss_cls: 1.8655, loss: 1.8655, grad_norm: 3.4317 2020-07-20 16:26:01,330 - mmaction - INFO - Epoch [215][940/1253] lr: 1.949e-02, eta: 17:20:51, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.5693, top5_acc: 0.7938, loss_cls: 1.8245, loss: 1.8245, grad_norm: 3.4289 2020-07-20 16:26:22,659 - mmaction - INFO - Epoch [215][960/1253] lr: 1.949e-02, eta: 17:20:26, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5799, top5_acc: 0.7826, loss_cls: 1.8382, loss: 1.8382, grad_norm: 3.2747 2020-07-20 16:26:43,922 - mmaction - INFO - Epoch [215][980/1253] lr: 1.949e-02, eta: 17:20:01, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5922, top5_acc: 0.7966, loss_cls: 1.7538, loss: 1.7538, grad_norm: 3.2450 2020-07-20 16:27:05,534 - mmaction - INFO - Epoch [215][1000/1253] lr: 1.949e-02, eta: 17:19:36, time: 1.082, data_time: 0.004, memory: 9059, top1_acc: 0.5456, top5_acc: 0.7826, loss_cls: 1.8685, loss: 1.8685, grad_norm: 3.4198 2020-07-20 16:27:27,040 - mmaction - INFO - Epoch [215][1020/1253] lr: 1.949e-02, eta: 17:19:11, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.5852, top5_acc: 0.8021, loss_cls: 1.7568, loss: 1.7568, grad_norm: 3.3212 2020-07-20 16:27:48,330 - mmaction - INFO - Epoch [215][1040/1253] lr: 1.949e-02, eta: 17:18:46, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5714, top5_acc: 0.7893, loss_cls: 1.8365, loss: 1.8365, grad_norm: 3.3840 2020-07-20 16:28:09,619 - mmaction - INFO - Epoch [215][1060/1253] lr: 1.949e-02, eta: 17:18:21, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.5794, top5_acc: 0.7914, loss_cls: 1.8105, loss: 1.8105, grad_norm: 3.3916 2020-07-20 16:28:30,897 - mmaction - INFO - Epoch [215][1080/1253] lr: 1.949e-02, eta: 17:17:56, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.5724, top5_acc: 0.7951, loss_cls: 1.8184, loss: 1.8184, grad_norm: 3.3740 2020-07-20 16:28:52,239 - mmaction - INFO - Epoch [215][1100/1253] lr: 1.949e-02, eta: 17:17:32, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.5859, top5_acc: 0.7948, loss_cls: 1.7627, loss: 1.7627, grad_norm: 3.3532 2020-07-20 16:29:13,546 - mmaction - INFO - Epoch [215][1120/1253] lr: 1.949e-02, eta: 17:17:07, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.5703, top5_acc: 0.7919, loss_cls: 1.8351, loss: 1.8351, grad_norm: 3.3291 2020-07-20 16:29:34,948 - mmaction - INFO - Epoch [215][1140/1253] lr: 1.949e-02, eta: 17:16:42, time: 1.071, data_time: 0.003, memory: 9059, top1_acc: 0.5680, top5_acc: 0.7854, loss_cls: 1.8719, loss: 1.8719, grad_norm: 3.3876 2020-07-20 16:29:56,147 - mmaction - INFO - Epoch [215][1160/1253] lr: 1.949e-02, eta: 17:16:17, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5935, top5_acc: 0.7857, loss_cls: 1.8057, loss: 1.8057, grad_norm: 3.3519 2020-07-20 16:30:18,428 - mmaction - INFO - Epoch [215][1180/1253] lr: 1.949e-02, eta: 17:15:52, time: 1.114, data_time: 0.002, memory: 9059, top1_acc: 0.5792, top5_acc: 0.7862, loss_cls: 1.8286, loss: 1.8286, grad_norm: 3.3187 2020-07-20 16:30:39,773 - mmaction - INFO - Epoch [215][1200/1253] lr: 1.949e-02, eta: 17:15:27, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5688, top5_acc: 0.7880, loss_cls: 1.8455, loss: 1.8455, grad_norm: 3.3680 2020-07-20 16:31:00,932 - mmaction - INFO - Epoch [215][1220/1253] lr: 1.949e-02, eta: 17:15:02, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.5753, top5_acc: 0.7943, loss_cls: 1.8139, loss: 1.8139, grad_norm: 3.3136 2020-07-20 16:31:22,410 - mmaction - INFO - Epoch [215][1240/1253] lr: 1.949e-02, eta: 17:14:38, time: 1.074, data_time: 0.003, memory: 9059, top1_acc: 0.5648, top5_acc: 0.7898, loss_cls: 1.8315, loss: 1.8315, grad_norm: 3.3878 2020-07-20 16:34:24,587 - mmaction - INFO - Epoch [216][20/1253] lr: 1.859e-02, eta: 17:14:30, time: 8.184, data_time: 6.967, memory: 9059, top1_acc: 0.5956, top5_acc: 0.8016, loss_cls: 1.7469, loss: 1.7469, grad_norm: 3.3382 2020-07-20 16:34:46,193 - mmaction - INFO - Epoch [216][40/1253] lr: 1.859e-02, eta: 17:14:05, time: 1.080, data_time: 0.001, memory: 9059, top1_acc: 0.5766, top5_acc: 0.7911, loss_cls: 1.8032, loss: 1.8032, grad_norm: 3.4481 2020-07-20 16:35:07,532 - mmaction - INFO - Epoch [216][60/1253] lr: 1.859e-02, eta: 17:13:40, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.5766, top5_acc: 0.7971, loss_cls: 1.7912, loss: 1.7912, grad_norm: 3.4020 2020-07-20 16:35:28,931 - mmaction - INFO - Epoch [216][80/1253] lr: 1.859e-02, eta: 17:13:15, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.5638, top5_acc: 0.7802, loss_cls: 1.8681, loss: 1.8681, grad_norm: 3.4734 2020-07-20 16:35:50,655 - mmaction - INFO - Epoch [216][100/1253] lr: 1.859e-02, eta: 17:12:50, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.5758, top5_acc: 0.7935, loss_cls: 1.8102, loss: 1.8102, grad_norm: 3.3128 2020-07-20 16:36:12,022 - mmaction - INFO - Epoch [216][120/1253] lr: 1.859e-02, eta: 17:12:25, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.6057, top5_acc: 0.8016, loss_cls: 1.7398, loss: 1.7398, grad_norm: 3.3214 2020-07-20 16:36:33,817 - mmaction - INFO - Epoch [216][140/1253] lr: 1.859e-02, eta: 17:12:00, time: 1.089, data_time: 0.013, memory: 9059, top1_acc: 0.5789, top5_acc: 0.8003, loss_cls: 1.7771, loss: 1.7771, grad_norm: 3.3972 2020-07-20 16:36:55,100 - mmaction - INFO - Epoch [216][160/1253] lr: 1.859e-02, eta: 17:11:36, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5943, top5_acc: 0.8078, loss_cls: 1.7652, loss: 1.7652, grad_norm: 3.3587 2020-07-20 16:37:16,476 - mmaction - INFO - Epoch [216][180/1253] lr: 1.859e-02, eta: 17:11:11, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.5755, top5_acc: 0.7885, loss_cls: 1.8153, loss: 1.8153, grad_norm: 3.4026 2020-07-20 16:37:38,223 - mmaction - INFO - Epoch [216][200/1253] lr: 1.859e-02, eta: 17:10:46, time: 1.088, data_time: 0.002, memory: 9059, top1_acc: 0.5883, top5_acc: 0.8052, loss_cls: 1.7393, loss: 1.7393, grad_norm: 3.3726 2020-07-20 16:37:59,844 - mmaction - INFO - Epoch [216][220/1253] lr: 1.859e-02, eta: 17:10:21, time: 1.080, data_time: 0.001, memory: 9059, top1_acc: 0.5768, top5_acc: 0.7880, loss_cls: 1.8145, loss: 1.8145, grad_norm: 3.3678 2020-07-20 16:38:20,956 - mmaction - INFO - Epoch [216][240/1253] lr: 1.859e-02, eta: 17:09:56, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.5823, top5_acc: 0.7990, loss_cls: 1.7891, loss: 1.7891, grad_norm: 3.3484 2020-07-20 16:38:42,285 - mmaction - INFO - Epoch [216][260/1253] lr: 1.859e-02, eta: 17:09:31, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5878, top5_acc: 0.7948, loss_cls: 1.7809, loss: 1.7809, grad_norm: 3.3126 2020-07-20 16:39:03,520 - mmaction - INFO - Epoch [216][280/1253] lr: 1.859e-02, eta: 17:09:06, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.5805, top5_acc: 0.7911, loss_cls: 1.7907, loss: 1.7907, grad_norm: 3.3357 2020-07-20 16:39:24,831 - mmaction - INFO - Epoch [216][300/1253] lr: 1.859e-02, eta: 17:08:41, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5906, top5_acc: 0.7898, loss_cls: 1.7773, loss: 1.7773, grad_norm: 3.3497 2020-07-20 16:39:46,667 - mmaction - INFO - Epoch [216][320/1253] lr: 1.859e-02, eta: 17:08:17, time: 1.093, data_time: 0.002, memory: 9059, top1_acc: 0.5922, top5_acc: 0.8063, loss_cls: 1.7583, loss: 1.7583, grad_norm: 3.4268 2020-07-20 16:40:08,024 - mmaction - INFO - Epoch [216][340/1253] lr: 1.859e-02, eta: 17:07:52, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.5794, top5_acc: 0.7958, loss_cls: 1.7878, loss: 1.7878, grad_norm: 3.3750 2020-07-20 16:40:29,303 - mmaction - INFO - Epoch [216][360/1253] lr: 1.859e-02, eta: 17:07:27, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5732, top5_acc: 0.7865, loss_cls: 1.8002, loss: 1.8002, grad_norm: 3.3912 2020-07-20 16:40:50,669 - mmaction - INFO - Epoch [216][380/1253] lr: 1.859e-02, eta: 17:07:02, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.5846, top5_acc: 0.8000, loss_cls: 1.7889, loss: 1.7889, grad_norm: 3.3568 2020-07-20 16:41:11,960 - mmaction - INFO - Epoch [216][400/1253] lr: 1.859e-02, eta: 17:06:37, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.5737, top5_acc: 0.7880, loss_cls: 1.8316, loss: 1.8316, grad_norm: 3.3344 2020-07-20 16:41:33,134 - mmaction - INFO - Epoch [216][420/1253] lr: 1.859e-02, eta: 17:06:12, time: 1.059, data_time: 0.003, memory: 9059, top1_acc: 0.5979, top5_acc: 0.8070, loss_cls: 1.7122, loss: 1.7122, grad_norm: 3.2765 2020-07-20 16:41:55,073 - mmaction - INFO - Epoch [216][440/1253] lr: 1.859e-02, eta: 17:05:47, time: 1.097, data_time: 0.003, memory: 9059, top1_acc: 0.5891, top5_acc: 0.8003, loss_cls: 1.7900, loss: 1.7900, grad_norm: 3.3469 2020-07-20 16:42:16,290 - mmaction - INFO - Epoch [216][460/1253] lr: 1.859e-02, eta: 17:05:22, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5953, top5_acc: 0.8083, loss_cls: 1.7177, loss: 1.7177, grad_norm: 3.3199 2020-07-20 16:42:37,627 - mmaction - INFO - Epoch [216][480/1253] lr: 1.859e-02, eta: 17:04:58, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5961, top5_acc: 0.7995, loss_cls: 1.7525, loss: 1.7525, grad_norm: 3.2943 2020-07-20 16:42:59,057 - mmaction - INFO - Epoch [216][500/1253] lr: 1.859e-02, eta: 17:04:33, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.5831, top5_acc: 0.8018, loss_cls: 1.7475, loss: 1.7475, grad_norm: 3.3720 2020-07-20 16:43:20,244 - mmaction - INFO - Epoch [216][520/1253] lr: 1.859e-02, eta: 17:04:08, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.5893, top5_acc: 0.8005, loss_cls: 1.7445, loss: 1.7445, grad_norm: 3.3847 2020-07-20 16:43:41,451 - mmaction - INFO - Epoch [216][540/1253] lr: 1.859e-02, eta: 17:03:43, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5862, top5_acc: 0.7969, loss_cls: 1.7552, loss: 1.7552, grad_norm: 3.4729 2020-07-20 16:44:02,698 - mmaction - INFO - Epoch [216][560/1253] lr: 1.859e-02, eta: 17:03:18, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.5753, top5_acc: 0.7875, loss_cls: 1.8182, loss: 1.8182, grad_norm: 3.3970 2020-07-20 16:44:24,109 - mmaction - INFO - Epoch [216][580/1253] lr: 1.859e-02, eta: 17:02:53, time: 1.071, data_time: 0.001, memory: 9059, top1_acc: 0.5755, top5_acc: 0.7898, loss_cls: 1.8340, loss: 1.8340, grad_norm: 3.4121 2020-07-20 16:44:45,548 - mmaction - INFO - Epoch [216][600/1253] lr: 1.859e-02, eta: 17:02:28, time: 1.072, data_time: 0.001, memory: 9059, top1_acc: 0.5813, top5_acc: 0.7911, loss_cls: 1.8237, loss: 1.8237, grad_norm: 3.4097 2020-07-20 16:45:06,829 - mmaction - INFO - Epoch [216][620/1253] lr: 1.859e-02, eta: 17:02:03, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5893, top5_acc: 0.8021, loss_cls: 1.7752, loss: 1.7752, grad_norm: 3.4083 2020-07-20 16:45:28,117 - mmaction - INFO - Epoch [216][640/1253] lr: 1.859e-02, eta: 17:01:38, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.5727, top5_acc: 0.7909, loss_cls: 1.8021, loss: 1.8021, grad_norm: 3.4352 2020-07-20 16:45:49,513 - mmaction - INFO - Epoch [216][660/1253] lr: 1.859e-02, eta: 17:01:14, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.5870, top5_acc: 0.7911, loss_cls: 1.7931, loss: 1.7931, grad_norm: 3.5206 2020-07-20 16:46:11,196 - mmaction - INFO - Epoch [216][680/1253] lr: 1.859e-02, eta: 17:00:49, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.5781, top5_acc: 0.7995, loss_cls: 1.7786, loss: 1.7786, grad_norm: 3.4038 2020-07-20 16:46:33,005 - mmaction - INFO - Epoch [216][700/1253] lr: 1.859e-02, eta: 17:00:24, time: 1.104, data_time: 0.015, memory: 9059, top1_acc: 0.5898, top5_acc: 0.8091, loss_cls: 1.7469, loss: 1.7469, grad_norm: 3.3876 2020-07-20 16:46:54,220 - mmaction - INFO - Epoch [216][720/1253] lr: 1.859e-02, eta: 16:59:59, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.5747, top5_acc: 0.7984, loss_cls: 1.8057, loss: 1.8057, grad_norm: 3.4056 2020-07-20 16:47:15,473 - mmaction - INFO - Epoch [216][740/1253] lr: 1.859e-02, eta: 16:59:34, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.5755, top5_acc: 0.7826, loss_cls: 1.8567, loss: 1.8567, grad_norm: 3.4733 2020-07-20 16:47:37,280 - mmaction - INFO - Epoch [216][760/1253] lr: 1.859e-02, eta: 16:59:09, time: 1.091, data_time: 0.002, memory: 9059, top1_acc: 0.5688, top5_acc: 0.7807, loss_cls: 1.8691, loss: 1.8691, grad_norm: 3.4049 2020-07-20 16:47:58,646 - mmaction - INFO - Epoch [216][780/1253] lr: 1.859e-02, eta: 16:58:45, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.5872, top5_acc: 0.7896, loss_cls: 1.8032, loss: 1.8032, grad_norm: 3.3641 2020-07-20 16:48:19,936 - mmaction - INFO - Epoch [216][800/1253] lr: 1.859e-02, eta: 16:58:20, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.5719, top5_acc: 0.7859, loss_cls: 1.8426, loss: 1.8426, grad_norm: 3.4069 2020-07-20 16:48:41,036 - mmaction - INFO - Epoch [216][820/1253] lr: 1.859e-02, eta: 16:57:55, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.5688, top5_acc: 0.7906, loss_cls: 1.8398, loss: 1.8398, grad_norm: 3.4419 2020-07-20 16:49:02,307 - mmaction - INFO - Epoch [216][840/1253] lr: 1.859e-02, eta: 16:57:30, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.5792, top5_acc: 0.7924, loss_cls: 1.7918, loss: 1.7918, grad_norm: 3.3810 2020-07-20 16:49:23,646 - mmaction - INFO - Epoch [216][860/1253] lr: 1.859e-02, eta: 16:57:05, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6005, top5_acc: 0.8052, loss_cls: 1.7070, loss: 1.7070, grad_norm: 3.3671 2020-07-20 16:49:44,878 - mmaction - INFO - Epoch [216][880/1253] lr: 1.859e-02, eta: 16:56:40, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5857, top5_acc: 0.7922, loss_cls: 1.7874, loss: 1.7874, grad_norm: 3.4497 2020-07-20 16:50:06,073 - mmaction - INFO - Epoch [216][900/1253] lr: 1.859e-02, eta: 16:56:15, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.5872, top5_acc: 0.7904, loss_cls: 1.7970, loss: 1.7970, grad_norm: 3.3357 2020-07-20 16:50:27,453 - mmaction - INFO - Epoch [216][920/1253] lr: 1.859e-02, eta: 16:55:50, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5974, top5_acc: 0.8109, loss_cls: 1.7283, loss: 1.7283, grad_norm: 3.3433 2020-07-20 16:50:48,777 - mmaction - INFO - Epoch [216][940/1253] lr: 1.859e-02, eta: 16:55:25, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.5758, top5_acc: 0.7982, loss_cls: 1.8040, loss: 1.8040, grad_norm: 3.4310 2020-07-20 16:51:10,071 - mmaction - INFO - Epoch [216][960/1253] lr: 1.859e-02, eta: 16:55:00, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5833, top5_acc: 0.8047, loss_cls: 1.7356, loss: 1.7356, grad_norm: 3.3343 2020-07-20 16:51:31,812 - mmaction - INFO - Epoch [216][980/1253] lr: 1.859e-02, eta: 16:54:36, time: 1.089, data_time: 0.004, memory: 9059, top1_acc: 0.5938, top5_acc: 0.8060, loss_cls: 1.7464, loss: 1.7464, grad_norm: 3.3800 2020-07-20 16:51:53,109 - mmaction - INFO - Epoch [216][1000/1253] lr: 1.859e-02, eta: 16:54:11, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5922, top5_acc: 0.7990, loss_cls: 1.7528, loss: 1.7528, grad_norm: 3.4266 2020-07-20 16:52:14,348 - mmaction - INFO - Epoch [216][1020/1253] lr: 1.859e-02, eta: 16:53:46, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.5799, top5_acc: 0.7906, loss_cls: 1.8125, loss: 1.8125, grad_norm: 3.4257 2020-07-20 16:52:35,640 - mmaction - INFO - Epoch [216][1040/1253] lr: 1.859e-02, eta: 16:53:21, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.5773, top5_acc: 0.7938, loss_cls: 1.8247, loss: 1.8247, grad_norm: 3.4965 2020-07-20 16:52:57,167 - mmaction - INFO - Epoch [216][1060/1253] lr: 1.859e-02, eta: 16:52:56, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.5841, top5_acc: 0.7990, loss_cls: 1.7655, loss: 1.7655, grad_norm: 3.4124 2020-07-20 16:53:18,375 - mmaction - INFO - Epoch [216][1080/1253] lr: 1.859e-02, eta: 16:52:31, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5872, top5_acc: 0.7906, loss_cls: 1.8226, loss: 1.8226, grad_norm: 3.3746 2020-07-20 16:53:39,798 - mmaction - INFO - Epoch [216][1100/1253] lr: 1.859e-02, eta: 16:52:06, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.5740, top5_acc: 0.7896, loss_cls: 1.8160, loss: 1.8160, grad_norm: 3.3915 2020-07-20 16:54:01,036 - mmaction - INFO - Epoch [216][1120/1253] lr: 1.859e-02, eta: 16:51:42, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5706, top5_acc: 0.7852, loss_cls: 1.8679, loss: 1.8679, grad_norm: 3.4459 2020-07-20 16:54:22,366 - mmaction - INFO - Epoch [216][1140/1253] lr: 1.859e-02, eta: 16:51:17, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5747, top5_acc: 0.7953, loss_cls: 1.7887, loss: 1.7887, grad_norm: 3.4615 2020-07-20 16:54:43,633 - mmaction - INFO - Epoch [216][1160/1253] lr: 1.859e-02, eta: 16:50:52, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5857, top5_acc: 0.7956, loss_cls: 1.7789, loss: 1.7789, grad_norm: 3.4064 2020-07-20 16:55:04,965 - mmaction - INFO - Epoch [216][1180/1253] lr: 1.859e-02, eta: 16:50:27, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5719, top5_acc: 0.7844, loss_cls: 1.8279, loss: 1.8279, grad_norm: 3.4775 2020-07-20 16:55:26,372 - mmaction - INFO - Epoch [216][1200/1253] lr: 1.859e-02, eta: 16:50:02, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.5740, top5_acc: 0.7878, loss_cls: 1.8339, loss: 1.8339, grad_norm: 3.4729 2020-07-20 16:55:47,832 - mmaction - INFO - Epoch [216][1220/1253] lr: 1.859e-02, eta: 16:49:37, time: 1.073, data_time: 0.012, memory: 9059, top1_acc: 0.5604, top5_acc: 0.7896, loss_cls: 1.8379, loss: 1.8379, grad_norm: 3.4362 2020-07-20 16:56:08,954 - mmaction - INFO - Epoch [216][1240/1253] lr: 1.859e-02, eta: 16:49:12, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.5865, top5_acc: 0.7956, loss_cls: 1.7648, loss: 1.7648, grad_norm: 3.4316 2020-07-20 16:56:29,348 - mmaction - INFO - Saving checkpoint at 216 epochs 2020-07-20 16:59:24,447 - mmaction - INFO - Epoch [217][20/1253] lr: 1.771e-02, eta: 16:49:06, time: 8.695, data_time: 7.387, memory: 9059, top1_acc: 0.6021, top5_acc: 0.8003, loss_cls: 1.7315, loss: 1.7315, grad_norm: 3.3901 2020-07-20 16:59:46,561 - mmaction - INFO - Epoch [217][40/1253] lr: 1.771e-02, eta: 16:48:41, time: 1.105, data_time: 0.002, memory: 9059, top1_acc: 0.5878, top5_acc: 0.8000, loss_cls: 1.7557, loss: 1.7557, grad_norm: 3.4349 2020-07-20 17:00:17,752 - mmaction - INFO - Epoch [217][60/1253] lr: 1.771e-02, eta: 16:48:19, time: 1.547, data_time: 0.015, memory: 9059, top1_acc: 0.6039, top5_acc: 0.8049, loss_cls: 1.7243, loss: 1.7243, grad_norm: 3.3816 2020-07-20 17:00:40,329 - mmaction - INFO - Epoch [217][80/1253] lr: 1.771e-02, eta: 16:47:54, time: 1.141, data_time: 0.032, memory: 9059, top1_acc: 0.5875, top5_acc: 0.8039, loss_cls: 1.7627, loss: 1.7627, grad_norm: 3.4636 2020-07-20 17:01:01,614 - mmaction - INFO - Epoch [217][100/1253] lr: 1.771e-02, eta: 16:47:29, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5799, top5_acc: 0.8070, loss_cls: 1.7488, loss: 1.7488, grad_norm: 3.4273 2020-07-20 17:01:23,122 - mmaction - INFO - Epoch [217][120/1253] lr: 1.771e-02, eta: 16:47:05, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.5914, top5_acc: 0.7969, loss_cls: 1.7427, loss: 1.7427, grad_norm: 3.4131 2020-07-20 17:01:44,622 - mmaction - INFO - Epoch [217][140/1253] lr: 1.771e-02, eta: 16:46:40, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.5685, top5_acc: 0.7930, loss_cls: 1.7970, loss: 1.7970, grad_norm: 3.4405 2020-07-20 17:02:06,114 - mmaction - INFO - Epoch [217][160/1253] lr: 1.771e-02, eta: 16:46:15, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.6013, top5_acc: 0.8057, loss_cls: 1.6968, loss: 1.6968, grad_norm: 3.3997 2020-07-20 17:02:27,437 - mmaction - INFO - Epoch [217][180/1253] lr: 1.771e-02, eta: 16:45:50, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.5727, top5_acc: 0.7938, loss_cls: 1.8197, loss: 1.8197, grad_norm: 3.4710 2020-07-20 17:02:48,793 - mmaction - INFO - Epoch [217][200/1253] lr: 1.771e-02, eta: 16:45:25, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5878, top5_acc: 0.8154, loss_cls: 1.7154, loss: 1.7154, grad_norm: 3.3974 2020-07-20 17:03:10,108 - mmaction - INFO - Epoch [217][220/1253] lr: 1.771e-02, eta: 16:45:00, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5927, top5_acc: 0.8044, loss_cls: 1.7515, loss: 1.7515, grad_norm: 3.3558 2020-07-20 17:03:31,353 - mmaction - INFO - Epoch [217][240/1253] lr: 1.771e-02, eta: 16:44:35, time: 1.064, data_time: 0.004, memory: 9059, top1_acc: 0.5792, top5_acc: 0.7979, loss_cls: 1.7872, loss: 1.7872, grad_norm: 3.5136 2020-07-20 17:03:52,887 - mmaction - INFO - Epoch [217][260/1253] lr: 1.771e-02, eta: 16:44:11, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.5714, top5_acc: 0.7888, loss_cls: 1.8242, loss: 1.8242, grad_norm: 3.4752 2020-07-20 17:04:14,136 - mmaction - INFO - Epoch [217][280/1253] lr: 1.771e-02, eta: 16:43:46, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5919, top5_acc: 0.8047, loss_cls: 1.7514, loss: 1.7514, grad_norm: 3.3428 2020-07-20 17:04:35,411 - mmaction - INFO - Epoch [217][300/1253] lr: 1.771e-02, eta: 16:43:21, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5932, top5_acc: 0.7951, loss_cls: 1.7657, loss: 1.7657, grad_norm: 3.4328 2020-07-20 17:04:56,895 - mmaction - INFO - Epoch [217][320/1253] lr: 1.771e-02, eta: 16:42:56, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.5930, top5_acc: 0.7974, loss_cls: 1.7402, loss: 1.7402, grad_norm: 3.3445 2020-07-20 17:05:18,880 - mmaction - INFO - Epoch [217][340/1253] lr: 1.771e-02, eta: 16:42:31, time: 1.101, data_time: 0.008, memory: 9059, top1_acc: 0.5839, top5_acc: 0.7984, loss_cls: 1.7652, loss: 1.7652, grad_norm: 3.4186 2020-07-20 17:05:40,202 - mmaction - INFO - Epoch [217][360/1253] lr: 1.771e-02, eta: 16:42:06, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5924, top5_acc: 0.8029, loss_cls: 1.7395, loss: 1.7395, grad_norm: 3.4133 2020-07-20 17:06:01,598 - mmaction - INFO - Epoch [217][380/1253] lr: 1.771e-02, eta: 16:41:42, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.5758, top5_acc: 0.7911, loss_cls: 1.8253, loss: 1.8253, grad_norm: 3.4490 2020-07-20 17:06:22,861 - mmaction - INFO - Epoch [217][400/1253] lr: 1.771e-02, eta: 16:41:17, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5813, top5_acc: 0.7914, loss_cls: 1.7877, loss: 1.7877, grad_norm: 3.3582 2020-07-20 17:06:44,360 - mmaction - INFO - Epoch [217][420/1253] lr: 1.771e-02, eta: 16:40:52, time: 1.073, data_time: 0.007, memory: 9059, top1_acc: 0.5766, top5_acc: 0.7854, loss_cls: 1.8273, loss: 1.8273, grad_norm: 3.4258 2020-07-20 17:07:05,833 - mmaction - INFO - Epoch [217][440/1253] lr: 1.771e-02, eta: 16:40:27, time: 1.075, data_time: 0.004, memory: 9059, top1_acc: 0.6000, top5_acc: 0.8026, loss_cls: 1.7270, loss: 1.7270, grad_norm: 3.3520 2020-07-20 17:07:27,201 - mmaction - INFO - Epoch [217][460/1253] lr: 1.771e-02, eta: 16:40:02, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5898, top5_acc: 0.8021, loss_cls: 1.7775, loss: 1.7775, grad_norm: 3.4339 2020-07-20 17:07:48,568 - mmaction - INFO - Epoch [217][480/1253] lr: 1.771e-02, eta: 16:39:37, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.5930, top5_acc: 0.8065, loss_cls: 1.7225, loss: 1.7225, grad_norm: 3.4279 2020-07-20 17:08:09,961 - mmaction - INFO - Epoch [217][500/1253] lr: 1.771e-02, eta: 16:39:12, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.5888, top5_acc: 0.7956, loss_cls: 1.7973, loss: 1.7973, grad_norm: 3.4463 2020-07-20 17:08:32,246 - mmaction - INFO - Epoch [217][520/1253] lr: 1.771e-02, eta: 16:38:48, time: 1.115, data_time: 0.002, memory: 9059, top1_acc: 0.5833, top5_acc: 0.7911, loss_cls: 1.8124, loss: 1.8124, grad_norm: 3.4610 2020-07-20 17:08:53,655 - mmaction - INFO - Epoch [217][540/1253] lr: 1.771e-02, eta: 16:38:23, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.5909, top5_acc: 0.8008, loss_cls: 1.7730, loss: 1.7730, grad_norm: 3.4109 2020-07-20 17:09:14,930 - mmaction - INFO - Epoch [217][560/1253] lr: 1.771e-02, eta: 16:37:58, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.5935, top5_acc: 0.8029, loss_cls: 1.7523, loss: 1.7523, grad_norm: 3.4120 2020-07-20 17:09:36,175 - mmaction - INFO - Epoch [217][580/1253] lr: 1.771e-02, eta: 16:37:33, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.5948, top5_acc: 0.8052, loss_cls: 1.7259, loss: 1.7259, grad_norm: 3.4676 2020-07-20 17:09:57,659 - mmaction - INFO - Epoch [217][600/1253] lr: 1.771e-02, eta: 16:37:08, time: 1.076, data_time: 0.003, memory: 9059, top1_acc: 0.5776, top5_acc: 0.7927, loss_cls: 1.8325, loss: 1.8325, grad_norm: 3.4655 2020-07-20 17:10:19,092 - mmaction - INFO - Epoch [217][620/1253] lr: 1.771e-02, eta: 16:36:44, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.5826, top5_acc: 0.7953, loss_cls: 1.7835, loss: 1.7835, grad_norm: 3.4205 2020-07-20 17:10:40,549 - mmaction - INFO - Epoch [217][640/1253] lr: 1.771e-02, eta: 16:36:19, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.5927, top5_acc: 0.7914, loss_cls: 1.7854, loss: 1.7854, grad_norm: 3.4418 2020-07-20 17:11:01,991 - mmaction - INFO - Epoch [217][660/1253] lr: 1.771e-02, eta: 16:35:54, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.5828, top5_acc: 0.7948, loss_cls: 1.8053, loss: 1.8053, grad_norm: 3.3540 2020-07-20 17:11:23,540 - mmaction - INFO - Epoch [217][680/1253] lr: 1.771e-02, eta: 16:35:29, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.5865, top5_acc: 0.7831, loss_cls: 1.8003, loss: 1.8003, grad_norm: 3.4601 2020-07-20 17:11:45,359 - mmaction - INFO - Epoch [217][700/1253] lr: 1.771e-02, eta: 16:35:04, time: 1.092, data_time: 0.002, memory: 9059, top1_acc: 0.5966, top5_acc: 0.8094, loss_cls: 1.7133, loss: 1.7133, grad_norm: 3.3867 2020-07-20 17:12:06,754 - mmaction - INFO - Epoch [217][720/1253] lr: 1.771e-02, eta: 16:34:40, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.5849, top5_acc: 0.7919, loss_cls: 1.7697, loss: 1.7697, grad_norm: 3.4139 2020-07-20 17:12:28,038 - mmaction - INFO - Epoch [217][740/1253] lr: 1.771e-02, eta: 16:34:15, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5859, top5_acc: 0.7956, loss_cls: 1.7777, loss: 1.7777, grad_norm: 3.4424 2020-07-20 17:12:49,359 - mmaction - INFO - Epoch [217][760/1253] lr: 1.771e-02, eta: 16:33:50, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5706, top5_acc: 0.7852, loss_cls: 1.8359, loss: 1.8359, grad_norm: 3.4599 2020-07-20 17:13:10,790 - mmaction - INFO - Epoch [217][780/1253] lr: 1.771e-02, eta: 16:33:25, time: 1.071, data_time: 0.001, memory: 9059, top1_acc: 0.5766, top5_acc: 0.7883, loss_cls: 1.8390, loss: 1.8390, grad_norm: 3.4711 2020-07-20 17:13:32,187 - mmaction - INFO - Epoch [217][800/1253] lr: 1.771e-02, eta: 16:33:00, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.5880, top5_acc: 0.7945, loss_cls: 1.7651, loss: 1.7651, grad_norm: 3.4797 2020-07-20 17:13:53,803 - mmaction - INFO - Epoch [217][820/1253] lr: 1.771e-02, eta: 16:32:35, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.5737, top5_acc: 0.7898, loss_cls: 1.7901, loss: 1.7901, grad_norm: 3.5138 2020-07-20 17:14:15,110 - mmaction - INFO - Epoch [217][840/1253] lr: 1.771e-02, eta: 16:32:10, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5896, top5_acc: 0.7995, loss_cls: 1.7729, loss: 1.7729, grad_norm: 3.5345 2020-07-20 17:14:36,667 - mmaction - INFO - Epoch [217][860/1253] lr: 1.771e-02, eta: 16:31:46, time: 1.080, data_time: 0.004, memory: 9059, top1_acc: 0.5805, top5_acc: 0.7982, loss_cls: 1.7891, loss: 1.7891, grad_norm: 3.4790 2020-07-20 17:14:57,961 - mmaction - INFO - Epoch [217][880/1253] lr: 1.771e-02, eta: 16:31:21, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5859, top5_acc: 0.8005, loss_cls: 1.7776, loss: 1.7776, grad_norm: 3.3960 2020-07-20 17:15:19,278 - mmaction - INFO - Epoch [217][900/1253] lr: 1.771e-02, eta: 16:30:56, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.5935, top5_acc: 0.8060, loss_cls: 1.7270, loss: 1.7270, grad_norm: 3.3634 2020-07-20 17:15:40,765 - mmaction - INFO - Epoch [217][920/1253] lr: 1.771e-02, eta: 16:30:31, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.6003, top5_acc: 0.8138, loss_cls: 1.6841, loss: 1.6841, grad_norm: 3.4472 2020-07-20 17:16:02,081 - mmaction - INFO - Epoch [217][940/1253] lr: 1.771e-02, eta: 16:30:06, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.5930, top5_acc: 0.7932, loss_cls: 1.7629, loss: 1.7629, grad_norm: 3.4651 2020-07-20 17:16:23,505 - mmaction - INFO - Epoch [217][960/1253] lr: 1.771e-02, eta: 16:29:41, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.5951, top5_acc: 0.7958, loss_cls: 1.7722, loss: 1.7722, grad_norm: 3.4355 2020-07-20 17:16:44,999 - mmaction - INFO - Epoch [217][980/1253] lr: 1.771e-02, eta: 16:29:17, time: 1.076, data_time: 0.003, memory: 9059, top1_acc: 0.5820, top5_acc: 0.7990, loss_cls: 1.7858, loss: 1.7858, grad_norm: 3.4641 2020-07-20 17:17:06,149 - mmaction - INFO - Epoch [217][1000/1253] lr: 1.771e-02, eta: 16:28:52, time: 1.057, data_time: 0.001, memory: 9059, top1_acc: 0.5779, top5_acc: 0.7906, loss_cls: 1.8081, loss: 1.8081, grad_norm: 3.4516 2020-07-20 17:17:27,621 - mmaction - INFO - Epoch [217][1020/1253] lr: 1.771e-02, eta: 16:28:27, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.5763, top5_acc: 0.7924, loss_cls: 1.8207, loss: 1.8207, grad_norm: 3.4901 2020-07-20 17:17:49,469 - mmaction - INFO - Epoch [217][1040/1253] lr: 1.771e-02, eta: 16:28:02, time: 1.093, data_time: 0.016, memory: 9059, top1_acc: 0.5818, top5_acc: 0.7956, loss_cls: 1.7934, loss: 1.7934, grad_norm: 3.4593 2020-07-20 17:18:10,948 - mmaction - INFO - Epoch [217][1060/1253] lr: 1.771e-02, eta: 16:27:37, time: 1.074, data_time: 0.005, memory: 9059, top1_acc: 0.5833, top5_acc: 0.7969, loss_cls: 1.7738, loss: 1.7738, grad_norm: 3.4240 2020-07-20 17:18:32,538 - mmaction - INFO - Epoch [217][1080/1253] lr: 1.771e-02, eta: 16:27:13, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.5901, top5_acc: 0.7911, loss_cls: 1.8208, loss: 1.8208, grad_norm: 3.3831 2020-07-20 17:18:54,357 - mmaction - INFO - Epoch [217][1100/1253] lr: 1.771e-02, eta: 16:26:48, time: 1.090, data_time: 0.001, memory: 9059, top1_acc: 0.5943, top5_acc: 0.8073, loss_cls: 1.7146, loss: 1.7146, grad_norm: 3.4403 2020-07-20 17:19:15,608 - mmaction - INFO - Epoch [217][1120/1253] lr: 1.771e-02, eta: 16:26:23, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5724, top5_acc: 0.7943, loss_cls: 1.8076, loss: 1.8076, grad_norm: 3.4793 2020-07-20 17:19:37,095 - mmaction - INFO - Epoch [217][1140/1253] lr: 1.771e-02, eta: 16:25:58, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.6081, top5_acc: 0.8034, loss_cls: 1.7043, loss: 1.7043, grad_norm: 3.3610 2020-07-20 17:19:59,000 - mmaction - INFO - Epoch [217][1160/1253] lr: 1.771e-02, eta: 16:25:34, time: 1.095, data_time: 0.002, memory: 9059, top1_acc: 0.5839, top5_acc: 0.7930, loss_cls: 1.8000, loss: 1.8000, grad_norm: 3.5388 2020-07-20 17:20:20,395 - mmaction - INFO - Epoch [217][1180/1253] lr: 1.771e-02, eta: 16:25:09, time: 1.070, data_time: 0.001, memory: 9059, top1_acc: 0.5776, top5_acc: 0.7938, loss_cls: 1.7972, loss: 1.7972, grad_norm: 3.4370 2020-07-20 17:20:41,740 - mmaction - INFO - Epoch [217][1200/1253] lr: 1.771e-02, eta: 16:24:44, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5841, top5_acc: 0.7919, loss_cls: 1.7988, loss: 1.7988, grad_norm: 3.4111 2020-07-20 17:21:03,075 - mmaction - INFO - Epoch [217][1220/1253] lr: 1.771e-02, eta: 16:24:19, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5776, top5_acc: 0.8005, loss_cls: 1.8097, loss: 1.8097, grad_norm: 3.4865 2020-07-20 17:21:24,487 - mmaction - INFO - Epoch [217][1240/1253] lr: 1.771e-02, eta: 16:23:54, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.5802, top5_acc: 0.7901, loss_cls: 1.8109, loss: 1.8109, grad_norm: 3.4020 2020-07-20 17:25:14,031 - mmaction - INFO - Epoch [218][20/1253] lr: 1.685e-02, eta: 16:23:54, time: 10.150, data_time: 8.954, memory: 9059, top1_acc: 0.5909, top5_acc: 0.8031, loss_cls: 1.7514, loss: 1.7514, grad_norm: 3.5500 2020-07-20 17:25:35,282 - mmaction - INFO - Epoch [218][40/1253] lr: 1.685e-02, eta: 16:23:29, time: 1.069, data_time: 0.008, memory: 9059, top1_acc: 0.5974, top5_acc: 0.8031, loss_cls: 1.7143, loss: 1.7143, grad_norm: 3.4562 2020-07-20 17:25:56,655 - mmaction - INFO - Epoch [218][60/1253] lr: 1.685e-02, eta: 16:23:04, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.5870, top5_acc: 0.7924, loss_cls: 1.7619, loss: 1.7619, grad_norm: 3.4663 2020-07-20 17:26:18,068 - mmaction - INFO - Epoch [218][80/1253] lr: 1.685e-02, eta: 16:22:39, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.5904, top5_acc: 0.7914, loss_cls: 1.7857, loss: 1.7857, grad_norm: 3.4287 2020-07-20 17:26:39,744 - mmaction - INFO - Epoch [218][100/1253] lr: 1.685e-02, eta: 16:22:15, time: 1.083, data_time: 0.001, memory: 9059, top1_acc: 0.5826, top5_acc: 0.7914, loss_cls: 1.7860, loss: 1.7860, grad_norm: 3.4218 2020-07-20 17:27:00,957 - mmaction - INFO - Epoch [218][120/1253] lr: 1.685e-02, eta: 16:21:50, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5932, top5_acc: 0.8003, loss_cls: 1.7474, loss: 1.7474, grad_norm: 3.4541 2020-07-20 17:27:22,426 - mmaction - INFO - Epoch [218][140/1253] lr: 1.685e-02, eta: 16:21:25, time: 1.072, data_time: 0.001, memory: 9059, top1_acc: 0.5924, top5_acc: 0.8005, loss_cls: 1.7444, loss: 1.7444, grad_norm: 3.4236 2020-07-20 17:27:43,565 - mmaction - INFO - Epoch [218][160/1253] lr: 1.685e-02, eta: 16:21:00, time: 1.058, data_time: 0.003, memory: 9059, top1_acc: 0.6016, top5_acc: 0.8083, loss_cls: 1.7156, loss: 1.7156, grad_norm: 3.3873 2020-07-20 17:28:04,850 - mmaction - INFO - Epoch [218][180/1253] lr: 1.685e-02, eta: 16:20:35, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5852, top5_acc: 0.8042, loss_cls: 1.7486, loss: 1.7486, grad_norm: 3.5158 2020-07-20 17:28:26,115 - mmaction - INFO - Epoch [218][200/1253] lr: 1.685e-02, eta: 16:20:10, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.5870, top5_acc: 0.8115, loss_cls: 1.7397, loss: 1.7397, grad_norm: 3.5043 2020-07-20 17:28:47,367 - mmaction - INFO - Epoch [218][220/1253] lr: 1.685e-02, eta: 16:19:45, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5888, top5_acc: 0.7995, loss_cls: 1.7472, loss: 1.7472, grad_norm: 3.4720 2020-07-20 17:29:08,508 - mmaction - INFO - Epoch [218][240/1253] lr: 1.685e-02, eta: 16:19:20, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.5815, top5_acc: 0.7974, loss_cls: 1.7834, loss: 1.7834, grad_norm: 3.4216 2020-07-20 17:29:29,944 - mmaction - INFO - Epoch [218][260/1253] lr: 1.685e-02, eta: 16:18:56, time: 1.071, data_time: 0.001, memory: 9059, top1_acc: 0.5945, top5_acc: 0.8078, loss_cls: 1.7289, loss: 1.7289, grad_norm: 3.4252 2020-07-20 17:29:51,434 - mmaction - INFO - Epoch [218][280/1253] lr: 1.685e-02, eta: 16:18:31, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.5870, top5_acc: 0.7943, loss_cls: 1.7565, loss: 1.7565, grad_norm: 3.4661 2020-07-20 17:30:13,632 - mmaction - INFO - Epoch [218][300/1253] lr: 1.685e-02, eta: 16:18:06, time: 1.110, data_time: 0.003, memory: 9059, top1_acc: 0.5919, top5_acc: 0.7974, loss_cls: 1.7645, loss: 1.7645, grad_norm: 3.4622 2020-07-20 17:30:34,966 - mmaction - INFO - Epoch [218][320/1253] lr: 1.685e-02, eta: 16:17:41, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.5995, top5_acc: 0.8034, loss_cls: 1.7267, loss: 1.7267, grad_norm: 3.5301 2020-07-20 17:30:56,270 - mmaction - INFO - Epoch [218][340/1253] lr: 1.685e-02, eta: 16:17:16, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.5966, top5_acc: 0.8023, loss_cls: 1.7360, loss: 1.7360, grad_norm: 3.4488 2020-07-20 17:31:17,457 - mmaction - INFO - Epoch [218][360/1253] lr: 1.685e-02, eta: 16:16:52, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.5924, top5_acc: 0.8036, loss_cls: 1.7356, loss: 1.7356, grad_norm: 3.4387 2020-07-20 17:31:39,492 - mmaction - INFO - Epoch [218][380/1253] lr: 1.685e-02, eta: 16:16:27, time: 1.102, data_time: 0.002, memory: 9059, top1_acc: 0.5852, top5_acc: 0.7943, loss_cls: 1.7637, loss: 1.7637, grad_norm: 3.5602 2020-07-20 17:32:00,967 - mmaction - INFO - Epoch [218][400/1253] lr: 1.685e-02, eta: 16:16:02, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.5971, top5_acc: 0.8042, loss_cls: 1.7417, loss: 1.7417, grad_norm: 3.4810 2020-07-20 17:32:22,148 - mmaction - INFO - Epoch [218][420/1253] lr: 1.685e-02, eta: 16:15:37, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.6018, top5_acc: 0.7987, loss_cls: 1.7369, loss: 1.7369, grad_norm: 3.4096 2020-07-20 17:32:43,516 - mmaction - INFO - Epoch [218][440/1253] lr: 1.685e-02, eta: 16:15:12, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.5839, top5_acc: 0.8016, loss_cls: 1.7822, loss: 1.7822, grad_norm: 3.5522 2020-07-20 17:33:05,000 - mmaction - INFO - Epoch [218][460/1253] lr: 1.685e-02, eta: 16:14:48, time: 1.074, data_time: 0.001, memory: 9059, top1_acc: 0.5849, top5_acc: 0.7987, loss_cls: 1.7501, loss: 1.7501, grad_norm: 3.4499 2020-07-20 17:33:26,065 - mmaction - INFO - Epoch [218][480/1253] lr: 1.685e-02, eta: 16:14:23, time: 1.053, data_time: 0.001, memory: 9059, top1_acc: 0.5737, top5_acc: 0.7891, loss_cls: 1.8251, loss: 1.8251, grad_norm: 3.6374 2020-07-20 17:33:47,809 - mmaction - INFO - Epoch [218][500/1253] lr: 1.685e-02, eta: 16:13:58, time: 1.086, data_time: 0.001, memory: 9059, top1_acc: 0.5896, top5_acc: 0.8003, loss_cls: 1.7632, loss: 1.7632, grad_norm: 3.4705 2020-07-20 17:34:09,189 - mmaction - INFO - Epoch [218][520/1253] lr: 1.685e-02, eta: 16:13:33, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.5875, top5_acc: 0.7956, loss_cls: 1.7481, loss: 1.7481, grad_norm: 3.4180 2020-07-20 17:34:30,487 - mmaction - INFO - Epoch [218][540/1253] lr: 1.685e-02, eta: 16:13:08, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5932, top5_acc: 0.7990, loss_cls: 1.7742, loss: 1.7742, grad_norm: 3.5422 2020-07-20 17:34:51,681 - mmaction - INFO - Epoch [218][560/1253] lr: 1.685e-02, eta: 16:12:43, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.5919, top5_acc: 0.8026, loss_cls: 1.7442, loss: 1.7442, grad_norm: 3.4825 2020-07-20 17:35:13,015 - mmaction - INFO - Epoch [218][580/1253] lr: 1.685e-02, eta: 16:12:19, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.5740, top5_acc: 0.7922, loss_cls: 1.8349, loss: 1.8349, grad_norm: 3.5456 2020-07-20 17:35:34,356 - mmaction - INFO - Epoch [218][600/1253] lr: 1.685e-02, eta: 16:11:54, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.5784, top5_acc: 0.8034, loss_cls: 1.7550, loss: 1.7550, grad_norm: 3.5302 2020-07-20 17:35:55,670 - mmaction - INFO - Epoch [218][620/1253] lr: 1.685e-02, eta: 16:11:29, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.5828, top5_acc: 0.7938, loss_cls: 1.7722, loss: 1.7722, grad_norm: 3.4920 2020-07-20 17:36:17,287 - mmaction - INFO - Epoch [218][640/1253] lr: 1.685e-02, eta: 16:11:04, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.5786, top5_acc: 0.7961, loss_cls: 1.7718, loss: 1.7718, grad_norm: 3.5316 2020-07-20 17:36:38,525 - mmaction - INFO - Epoch [218][660/1253] lr: 1.685e-02, eta: 16:10:39, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5846, top5_acc: 0.7935, loss_cls: 1.7833, loss: 1.7833, grad_norm: 3.5522 2020-07-20 17:36:59,827 - mmaction - INFO - Epoch [218][680/1253] lr: 1.685e-02, eta: 16:10:14, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5813, top5_acc: 0.7971, loss_cls: 1.7687, loss: 1.7687, grad_norm: 3.4583 2020-07-20 17:37:21,005 - mmaction - INFO - Epoch [218][700/1253] lr: 1.685e-02, eta: 16:09:50, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.5974, top5_acc: 0.7990, loss_cls: 1.7216, loss: 1.7216, grad_norm: 3.3380 2020-07-20 17:37:42,162 - mmaction - INFO - Epoch [218][720/1253] lr: 1.685e-02, eta: 16:09:25, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.5893, top5_acc: 0.8052, loss_cls: 1.7485, loss: 1.7485, grad_norm: 3.5696 2020-07-20 17:38:03,330 - mmaction - INFO - Epoch [218][740/1253] lr: 1.685e-02, eta: 16:09:00, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.5953, top5_acc: 0.8016, loss_cls: 1.7460, loss: 1.7460, grad_norm: 3.5143 2020-07-20 17:38:25,237 - mmaction - INFO - Epoch [218][760/1253] lr: 1.685e-02, eta: 16:08:35, time: 1.096, data_time: 0.002, memory: 9059, top1_acc: 0.5849, top5_acc: 0.7938, loss_cls: 1.7779, loss: 1.7779, grad_norm: 3.5397 2020-07-20 17:38:46,513 - mmaction - INFO - Epoch [218][780/1253] lr: 1.685e-02, eta: 16:08:10, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5755, top5_acc: 0.7909, loss_cls: 1.8244, loss: 1.8244, grad_norm: 3.4289 2020-07-20 17:39:07,707 - mmaction - INFO - Epoch [218][800/1253] lr: 1.685e-02, eta: 16:07:45, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5977, top5_acc: 0.8195, loss_cls: 1.6806, loss: 1.6806, grad_norm: 3.4466 2020-07-20 17:39:29,196 - mmaction - INFO - Epoch [218][820/1253] lr: 1.685e-02, eta: 16:07:21, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.5810, top5_acc: 0.7888, loss_cls: 1.8197, loss: 1.8197, grad_norm: 3.5574 2020-07-20 17:39:50,502 - mmaction - INFO - Epoch [218][840/1253] lr: 1.685e-02, eta: 16:06:56, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5945, top5_acc: 0.8052, loss_cls: 1.7393, loss: 1.7393, grad_norm: 3.4573 2020-07-20 17:40:11,855 - mmaction - INFO - Epoch [218][860/1253] lr: 1.685e-02, eta: 16:06:31, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5813, top5_acc: 0.7875, loss_cls: 1.8004, loss: 1.8004, grad_norm: 3.4922 2020-07-20 17:40:33,128 - mmaction - INFO - Epoch [218][880/1253] lr: 1.685e-02, eta: 16:06:06, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5891, top5_acc: 0.7930, loss_cls: 1.7701, loss: 1.7701, grad_norm: 3.4402 2020-07-20 17:40:54,425 - mmaction - INFO - Epoch [218][900/1253] lr: 1.685e-02, eta: 16:05:41, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5859, top5_acc: 0.7958, loss_cls: 1.7741, loss: 1.7741, grad_norm: 3.5309 2020-07-20 17:41:15,946 - mmaction - INFO - Epoch [218][920/1253] lr: 1.685e-02, eta: 16:05:16, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.5779, top5_acc: 0.7865, loss_cls: 1.8137, loss: 1.8137, grad_norm: 3.5008 2020-07-20 17:41:37,207 - mmaction - INFO - Epoch [218][940/1253] lr: 1.685e-02, eta: 16:04:52, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.5880, top5_acc: 0.7979, loss_cls: 1.7762, loss: 1.7762, grad_norm: 3.4185 2020-07-20 17:41:58,978 - mmaction - INFO - Epoch [218][960/1253] lr: 1.685e-02, eta: 16:04:27, time: 1.088, data_time: 0.002, memory: 9059, top1_acc: 0.5961, top5_acc: 0.8086, loss_cls: 1.7146, loss: 1.7146, grad_norm: 3.4418 2020-07-20 17:42:20,369 - mmaction - INFO - Epoch [218][980/1253] lr: 1.685e-02, eta: 16:04:02, time: 1.071, data_time: 0.004, memory: 9059, top1_acc: 0.5836, top5_acc: 0.7917, loss_cls: 1.7918, loss: 1.7918, grad_norm: 3.5027 2020-07-20 17:42:41,831 - mmaction - INFO - Epoch [218][1000/1253] lr: 1.685e-02, eta: 16:03:37, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.5956, top5_acc: 0.8065, loss_cls: 1.7137, loss: 1.7137, grad_norm: 3.4366 2020-07-20 17:43:03,205 - mmaction - INFO - Epoch [218][1020/1253] lr: 1.685e-02, eta: 16:03:12, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6060, top5_acc: 0.8120, loss_cls: 1.6871, loss: 1.6871, grad_norm: 3.4379 2020-07-20 17:43:24,620 - mmaction - INFO - Epoch [218][1040/1253] lr: 1.685e-02, eta: 16:02:48, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.6008, top5_acc: 0.8065, loss_cls: 1.7275, loss: 1.7275, grad_norm: 3.4706 2020-07-20 17:43:46,517 - mmaction - INFO - Epoch [218][1060/1253] lr: 1.685e-02, eta: 16:02:23, time: 1.095, data_time: 0.002, memory: 9059, top1_acc: 0.6029, top5_acc: 0.8049, loss_cls: 1.7521, loss: 1.7521, grad_norm: 3.5002 2020-07-20 17:44:07,716 - mmaction - INFO - Epoch [218][1080/1253] lr: 1.685e-02, eta: 16:01:58, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5977, top5_acc: 0.8060, loss_cls: 1.7131, loss: 1.7131, grad_norm: 3.4832 2020-07-20 17:44:29,381 - mmaction - INFO - Epoch [218][1100/1253] lr: 1.685e-02, eta: 16:01:33, time: 1.082, data_time: 0.001, memory: 9059, top1_acc: 0.5943, top5_acc: 0.7997, loss_cls: 1.7489, loss: 1.7489, grad_norm: 3.4670 2020-07-20 17:44:50,611 - mmaction - INFO - Epoch [218][1120/1253] lr: 1.685e-02, eta: 16:01:09, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5786, top5_acc: 0.7891, loss_cls: 1.8224, loss: 1.8224, grad_norm: 3.5668 2020-07-20 17:45:12,082 - mmaction - INFO - Epoch [218][1140/1253] lr: 1.685e-02, eta: 16:00:44, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.5888, top5_acc: 0.7917, loss_cls: 1.7984, loss: 1.7984, grad_norm: 3.4400 2020-07-20 17:45:33,424 - mmaction - INFO - Epoch [218][1160/1253] lr: 1.685e-02, eta: 16:00:19, time: 1.073, data_time: 0.007, memory: 9059, top1_acc: 0.5786, top5_acc: 0.7995, loss_cls: 1.7482, loss: 1.7482, grad_norm: 3.4951 2020-07-20 17:45:54,822 - mmaction - INFO - Epoch [218][1180/1253] lr: 1.685e-02, eta: 15:59:54, time: 1.070, data_time: 0.001, memory: 9059, top1_acc: 0.5922, top5_acc: 0.8003, loss_cls: 1.7401, loss: 1.7401, grad_norm: 3.5049 2020-07-20 17:46:15,995 - mmaction - INFO - Epoch [218][1200/1253] lr: 1.685e-02, eta: 15:59:29, time: 1.057, data_time: 0.001, memory: 9059, top1_acc: 0.5878, top5_acc: 0.7995, loss_cls: 1.7513, loss: 1.7513, grad_norm: 3.5097 2020-07-20 17:46:37,637 - mmaction - INFO - Epoch [218][1220/1253] lr: 1.685e-02, eta: 15:59:05, time: 1.082, data_time: 0.002, memory: 9059, top1_acc: 0.5865, top5_acc: 0.7992, loss_cls: 1.7768, loss: 1.7768, grad_norm: 3.5918 2020-07-20 17:46:58,875 - mmaction - INFO - Epoch [218][1240/1253] lr: 1.685e-02, eta: 15:58:40, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5883, top5_acc: 0.7938, loss_cls: 1.7906, loss: 1.7906, grad_norm: 3.5726 2020-07-20 17:50:24,916 - mmaction - INFO - Epoch [219][20/1253] lr: 1.602e-02, eta: 15:58:34, time: 9.246, data_time: 8.051, memory: 9059, top1_acc: 0.5919, top5_acc: 0.7956, loss_cls: 1.7551, loss: 1.7551, grad_norm: 3.4779 2020-07-20 17:50:46,382 - mmaction - INFO - Epoch [219][40/1253] lr: 1.602e-02, eta: 15:58:09, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.6130, top5_acc: 0.8055, loss_cls: 1.7046, loss: 1.7046, grad_norm: 3.4492 2020-07-20 17:51:07,824 - mmaction - INFO - Epoch [219][60/1253] lr: 1.602e-02, eta: 15:57:44, time: 1.071, data_time: 0.001, memory: 9059, top1_acc: 0.6000, top5_acc: 0.8102, loss_cls: 1.6867, loss: 1.6867, grad_norm: 3.5092 2020-07-20 17:51:29,106 - mmaction - INFO - Epoch [219][80/1253] lr: 1.602e-02, eta: 15:57:19, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5901, top5_acc: 0.8010, loss_cls: 1.7378, loss: 1.7378, grad_norm: 3.5373 2020-07-20 17:51:50,379 - mmaction - INFO - Epoch [219][100/1253] lr: 1.602e-02, eta: 15:56:55, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.5974, top5_acc: 0.8021, loss_cls: 1.7158, loss: 1.7158, grad_norm: 3.4332 2020-07-20 17:52:11,656 - mmaction - INFO - Epoch [219][120/1253] lr: 1.602e-02, eta: 15:56:30, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.5974, top5_acc: 0.8076, loss_cls: 1.7050, loss: 1.7050, grad_norm: 3.5264 2020-07-20 17:52:32,973 - mmaction - INFO - Epoch [219][140/1253] lr: 1.602e-02, eta: 15:56:05, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6008, top5_acc: 0.8115, loss_cls: 1.7006, loss: 1.7006, grad_norm: 3.5522 2020-07-20 17:52:54,587 - mmaction - INFO - Epoch [219][160/1253] lr: 1.602e-02, eta: 15:55:40, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.5938, top5_acc: 0.8120, loss_cls: 1.7021, loss: 1.7021, grad_norm: 3.5379 2020-07-20 17:53:15,999 - mmaction - INFO - Epoch [219][180/1253] lr: 1.602e-02, eta: 15:55:15, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.5940, top5_acc: 0.8042, loss_cls: 1.7431, loss: 1.7431, grad_norm: 3.5177 2020-07-20 17:53:37,218 - mmaction - INFO - Epoch [219][200/1253] lr: 1.602e-02, eta: 15:54:50, time: 1.058, data_time: 0.001, memory: 9059, top1_acc: 0.5880, top5_acc: 0.8070, loss_cls: 1.7121, loss: 1.7121, grad_norm: 3.5821 2020-07-20 17:53:58,778 - mmaction - INFO - Epoch [219][220/1253] lr: 1.602e-02, eta: 15:54:26, time: 1.079, data_time: 0.003, memory: 9059, top1_acc: 0.6031, top5_acc: 0.7984, loss_cls: 1.7220, loss: 1.7220, grad_norm: 3.4750 2020-07-20 17:54:20,118 - mmaction - INFO - Epoch [219][240/1253] lr: 1.602e-02, eta: 15:54:01, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.5919, top5_acc: 0.8076, loss_cls: 1.7171, loss: 1.7171, grad_norm: 3.5404 2020-07-20 17:54:41,445 - mmaction - INFO - Epoch [219][260/1253] lr: 1.602e-02, eta: 15:53:36, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5846, top5_acc: 0.8018, loss_cls: 1.7907, loss: 1.7907, grad_norm: 3.6015 2020-07-20 17:55:02,674 - mmaction - INFO - Epoch [219][280/1253] lr: 1.602e-02, eta: 15:53:11, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.6016, top5_acc: 0.8096, loss_cls: 1.7282, loss: 1.7282, grad_norm: 3.5592 2020-07-20 17:55:24,113 - mmaction - INFO - Epoch [219][300/1253] lr: 1.602e-02, eta: 15:52:46, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.5880, top5_acc: 0.7901, loss_cls: 1.7659, loss: 1.7659, grad_norm: 3.5318 2020-07-20 17:55:45,431 - mmaction - INFO - Epoch [219][320/1253] lr: 1.602e-02, eta: 15:52:22, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.5966, top5_acc: 0.8094, loss_cls: 1.6941, loss: 1.6941, grad_norm: 3.5173 2020-07-20 17:56:06,752 - mmaction - INFO - Epoch [219][340/1253] lr: 1.602e-02, eta: 15:51:57, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.5930, top5_acc: 0.8057, loss_cls: 1.7417, loss: 1.7417, grad_norm: 3.5891 2020-07-20 17:56:27,960 - mmaction - INFO - Epoch [219][360/1253] lr: 1.602e-02, eta: 15:51:32, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.5893, top5_acc: 0.7974, loss_cls: 1.7689, loss: 1.7689, grad_norm: 3.5163 2020-07-20 17:56:49,314 - mmaction - INFO - Epoch [219][380/1253] lr: 1.602e-02, eta: 15:51:07, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5987, top5_acc: 0.8044, loss_cls: 1.7163, loss: 1.7163, grad_norm: 3.4860 2020-07-20 17:57:10,589 - mmaction - INFO - Epoch [219][400/1253] lr: 1.602e-02, eta: 15:50:42, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5919, top5_acc: 0.7984, loss_cls: 1.7460, loss: 1.7460, grad_norm: 3.5384 2020-07-20 17:57:31,980 - mmaction - INFO - Epoch [219][420/1253] lr: 1.602e-02, eta: 15:50:17, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.5893, top5_acc: 0.7982, loss_cls: 1.7658, loss: 1.7658, grad_norm: 3.4453 2020-07-20 17:57:53,198 - mmaction - INFO - Epoch [219][440/1253] lr: 1.602e-02, eta: 15:49:53, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5909, top5_acc: 0.7964, loss_cls: 1.7788, loss: 1.7788, grad_norm: 3.5448 2020-07-20 17:58:14,557 - mmaction - INFO - Epoch [219][460/1253] lr: 1.602e-02, eta: 15:49:28, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.5805, top5_acc: 0.7992, loss_cls: 1.7958, loss: 1.7958, grad_norm: 3.5742 2020-07-20 17:58:35,898 - mmaction - INFO - Epoch [219][480/1253] lr: 1.602e-02, eta: 15:49:03, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5857, top5_acc: 0.7974, loss_cls: 1.7493, loss: 1.7493, grad_norm: 3.5169 2020-07-20 17:58:57,324 - mmaction - INFO - Epoch [219][500/1253] lr: 1.602e-02, eta: 15:48:38, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.6089, top5_acc: 0.8039, loss_cls: 1.7035, loss: 1.7035, grad_norm: 3.4587 2020-07-20 17:59:18,543 - mmaction - INFO - Epoch [219][520/1253] lr: 1.602e-02, eta: 15:48:13, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.5914, top5_acc: 0.8010, loss_cls: 1.7272, loss: 1.7272, grad_norm: 3.5571 2020-07-20 17:59:39,909 - mmaction - INFO - Epoch [219][540/1253] lr: 1.602e-02, eta: 15:47:48, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.5823, top5_acc: 0.8018, loss_cls: 1.7461, loss: 1.7461, grad_norm: 3.5602 2020-07-20 18:00:01,247 - mmaction - INFO - Epoch [219][560/1253] lr: 1.602e-02, eta: 15:47:24, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5909, top5_acc: 0.7948, loss_cls: 1.7705, loss: 1.7705, grad_norm: 3.5711 2020-07-20 18:00:30,056 - mmaction - INFO - Epoch [219][580/1253] lr: 1.602e-02, eta: 15:47:01, time: 1.431, data_time: 0.003, memory: 9059, top1_acc: 0.6013, top5_acc: 0.8167, loss_cls: 1.7142, loss: 1.7142, grad_norm: 3.5947 2020-07-20 18:00:51,574 - mmaction - INFO - Epoch [219][600/1253] lr: 1.602e-02, eta: 15:46:36, time: 1.085, data_time: 0.014, memory: 9059, top1_acc: 0.5935, top5_acc: 0.8109, loss_cls: 1.7246, loss: 1.7246, grad_norm: 3.5487 2020-07-20 18:01:12,983 - mmaction - INFO - Epoch [219][620/1253] lr: 1.602e-02, eta: 15:46:11, time: 1.070, data_time: 0.004, memory: 9059, top1_acc: 0.6034, top5_acc: 0.8081, loss_cls: 1.7023, loss: 1.7023, grad_norm: 3.5149 2020-07-20 18:01:34,262 - mmaction - INFO - Epoch [219][640/1253] lr: 1.602e-02, eta: 15:45:46, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5951, top5_acc: 0.8109, loss_cls: 1.7303, loss: 1.7303, grad_norm: 3.4698 2020-07-20 18:01:55,525 - mmaction - INFO - Epoch [219][660/1253] lr: 1.602e-02, eta: 15:45:21, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5711, top5_acc: 0.7930, loss_cls: 1.7855, loss: 1.7855, grad_norm: 3.5533 2020-07-20 18:02:16,728 - mmaction - INFO - Epoch [219][680/1253] lr: 1.602e-02, eta: 15:44:56, time: 1.061, data_time: 0.003, memory: 9059, top1_acc: 0.6005, top5_acc: 0.8010, loss_cls: 1.7246, loss: 1.7246, grad_norm: 3.4867 2020-07-20 18:02:37,989 - mmaction - INFO - Epoch [219][700/1253] lr: 1.602e-02, eta: 15:44:32, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5930, top5_acc: 0.7964, loss_cls: 1.7614, loss: 1.7614, grad_norm: 3.5193 2020-07-20 18:02:59,194 - mmaction - INFO - Epoch [219][720/1253] lr: 1.602e-02, eta: 15:44:07, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.5898, top5_acc: 0.8029, loss_cls: 1.7358, loss: 1.7358, grad_norm: 3.5300 2020-07-20 18:03:20,913 - mmaction - INFO - Epoch [219][740/1253] lr: 1.602e-02, eta: 15:43:42, time: 1.086, data_time: 0.003, memory: 9059, top1_acc: 0.5982, top5_acc: 0.8036, loss_cls: 1.7163, loss: 1.7163, grad_norm: 3.6004 2020-07-20 18:03:42,500 - mmaction - INFO - Epoch [219][760/1253] lr: 1.602e-02, eta: 15:43:17, time: 1.081, data_time: 0.003, memory: 9059, top1_acc: 0.6021, top5_acc: 0.8096, loss_cls: 1.7164, loss: 1.7164, grad_norm: 3.5841 2020-07-20 18:04:04,150 - mmaction - INFO - Epoch [219][780/1253] lr: 1.602e-02, eta: 15:42:53, time: 1.081, data_time: 0.001, memory: 9059, top1_acc: 0.5893, top5_acc: 0.8052, loss_cls: 1.7619, loss: 1.7619, grad_norm: 3.5844 2020-07-20 18:04:26,161 - mmaction - INFO - Epoch [219][800/1253] lr: 1.602e-02, eta: 15:42:28, time: 1.101, data_time: 0.003, memory: 9059, top1_acc: 0.5943, top5_acc: 0.8029, loss_cls: 1.7558, loss: 1.7558, grad_norm: 3.5063 2020-07-20 18:04:47,876 - mmaction - INFO - Epoch [219][820/1253] lr: 1.602e-02, eta: 15:42:03, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.5953, top5_acc: 0.8047, loss_cls: 1.7248, loss: 1.7248, grad_norm: 3.4843 2020-07-20 18:05:09,184 - mmaction - INFO - Epoch [219][840/1253] lr: 1.602e-02, eta: 15:41:38, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.5951, top5_acc: 0.7951, loss_cls: 1.7570, loss: 1.7570, grad_norm: 3.6753 2020-07-20 18:05:30,862 - mmaction - INFO - Epoch [219][860/1253] lr: 1.602e-02, eta: 15:41:14, time: 1.083, data_time: 0.002, memory: 9059, top1_acc: 0.5836, top5_acc: 0.7966, loss_cls: 1.7776, loss: 1.7776, grad_norm: 3.6803 2020-07-20 18:05:52,403 - mmaction - INFO - Epoch [219][880/1253] lr: 1.602e-02, eta: 15:40:49, time: 1.078, data_time: 0.003, memory: 9059, top1_acc: 0.5854, top5_acc: 0.7982, loss_cls: 1.7582, loss: 1.7582, grad_norm: 3.5277 2020-07-20 18:06:13,599 - mmaction - INFO - Epoch [219][900/1253] lr: 1.602e-02, eta: 15:40:24, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.5875, top5_acc: 0.7904, loss_cls: 1.8214, loss: 1.8214, grad_norm: 3.6202 2020-07-20 18:06:34,978 - mmaction - INFO - Epoch [219][920/1253] lr: 1.602e-02, eta: 15:39:59, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.5818, top5_acc: 0.7956, loss_cls: 1.7836, loss: 1.7836, grad_norm: 3.5412 2020-07-20 18:06:56,352 - mmaction - INFO - Epoch [219][940/1253] lr: 1.602e-02, eta: 15:39:35, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.5888, top5_acc: 0.7982, loss_cls: 1.7685, loss: 1.7685, grad_norm: 3.5507 2020-07-20 18:07:17,700 - mmaction - INFO - Epoch [219][960/1253] lr: 1.602e-02, eta: 15:39:10, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5818, top5_acc: 0.8063, loss_cls: 1.7468, loss: 1.7468, grad_norm: 3.5815 2020-07-20 18:07:38,893 - mmaction - INFO - Epoch [219][980/1253] lr: 1.602e-02, eta: 15:38:45, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.5982, top5_acc: 0.8115, loss_cls: 1.7097, loss: 1.7097, grad_norm: 3.4858 2020-07-20 18:08:00,392 - mmaction - INFO - Epoch [219][1000/1253] lr: 1.602e-02, eta: 15:38:20, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.5940, top5_acc: 0.7911, loss_cls: 1.7635, loss: 1.7635, grad_norm: 3.5271 2020-07-20 18:08:21,903 - mmaction - INFO - Epoch [219][1020/1253] lr: 1.602e-02, eta: 15:37:55, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.6026, top5_acc: 0.8120, loss_cls: 1.6968, loss: 1.6968, grad_norm: 3.4996 2020-07-20 18:08:43,138 - mmaction - INFO - Epoch [219][1040/1253] lr: 1.602e-02, eta: 15:37:31, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5969, top5_acc: 0.8036, loss_cls: 1.7206, loss: 1.7206, grad_norm: 3.4673 2020-07-20 18:09:04,483 - mmaction - INFO - Epoch [219][1060/1253] lr: 1.602e-02, eta: 15:37:06, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5841, top5_acc: 0.7951, loss_cls: 1.7951, loss: 1.7951, grad_norm: 3.5198 2020-07-20 18:09:25,844 - mmaction - INFO - Epoch [219][1080/1253] lr: 1.602e-02, eta: 15:36:41, time: 1.069, data_time: 0.006, memory: 9059, top1_acc: 0.5815, top5_acc: 0.7841, loss_cls: 1.8258, loss: 1.8258, grad_norm: 3.5913 2020-07-20 18:09:47,233 - mmaction - INFO - Epoch [219][1100/1253] lr: 1.602e-02, eta: 15:36:16, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.6120, top5_acc: 0.8112, loss_cls: 1.6843, loss: 1.6843, grad_norm: 3.5058 2020-07-20 18:10:08,505 - mmaction - INFO - Epoch [219][1120/1253] lr: 1.602e-02, eta: 15:35:51, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5823, top5_acc: 0.7951, loss_cls: 1.7855, loss: 1.7855, grad_norm: 3.5040 2020-07-20 18:10:29,751 - mmaction - INFO - Epoch [219][1140/1253] lr: 1.602e-02, eta: 15:35:27, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.5987, top5_acc: 0.8151, loss_cls: 1.6809, loss: 1.6809, grad_norm: 3.4346 2020-07-20 18:10:51,139 - mmaction - INFO - Epoch [219][1160/1253] lr: 1.602e-02, eta: 15:35:02, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.5909, top5_acc: 0.8008, loss_cls: 1.7464, loss: 1.7464, grad_norm: 3.5932 2020-07-20 18:11:12,935 - mmaction - INFO - Epoch [219][1180/1253] lr: 1.602e-02, eta: 15:34:37, time: 1.089, data_time: 0.002, memory: 9059, top1_acc: 0.5831, top5_acc: 0.7964, loss_cls: 1.7765, loss: 1.7765, grad_norm: 3.6517 2020-07-20 18:11:34,798 - mmaction - INFO - Epoch [219][1200/1253] lr: 1.602e-02, eta: 15:34:12, time: 1.094, data_time: 0.003, memory: 9059, top1_acc: 0.5846, top5_acc: 0.7935, loss_cls: 1.8165, loss: 1.8165, grad_norm: 3.5921 2020-07-20 18:11:56,086 - mmaction - INFO - Epoch [219][1220/1253] lr: 1.602e-02, eta: 15:33:48, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5938, top5_acc: 0.8042, loss_cls: 1.7332, loss: 1.7332, grad_norm: 3.4098 2020-07-20 18:12:17,621 - mmaction - INFO - Epoch [219][1240/1253] lr: 1.602e-02, eta: 15:33:23, time: 1.078, data_time: 0.003, memory: 9059, top1_acc: 0.5919, top5_acc: 0.8063, loss_cls: 1.7343, loss: 1.7343, grad_norm: 3.5010 2020-07-20 18:15:56,255 - mmaction - INFO - Epoch [220][20/1253] lr: 1.520e-02, eta: 15:33:19, time: 9.825, data_time: 8.371, memory: 9059, top1_acc: 0.5961, top5_acc: 0.8138, loss_cls: 1.7311, loss: 1.7311, grad_norm: 3.5059 2020-07-20 18:16:17,589 - mmaction - INFO - Epoch [220][40/1253] lr: 1.520e-02, eta: 15:32:54, time: 1.066, data_time: 0.004, memory: 9059, top1_acc: 0.6143, top5_acc: 0.8070, loss_cls: 1.7019, loss: 1.7019, grad_norm: 3.4829 2020-07-20 18:16:38,839 - mmaction - INFO - Epoch [220][60/1253] lr: 1.520e-02, eta: 15:32:29, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5859, top5_acc: 0.8042, loss_cls: 1.7328, loss: 1.7328, grad_norm: 3.5311 2020-07-20 18:17:00,024 - mmaction - INFO - Epoch [220][80/1253] lr: 1.520e-02, eta: 15:32:04, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.6018, top5_acc: 0.8122, loss_cls: 1.6961, loss: 1.6961, grad_norm: 3.5818 2020-07-20 18:17:21,684 - mmaction - INFO - Epoch [220][100/1253] lr: 1.520e-02, eta: 15:31:39, time: 1.083, data_time: 0.002, memory: 9059, top1_acc: 0.6013, top5_acc: 0.8018, loss_cls: 1.7227, loss: 1.7227, grad_norm: 3.5503 2020-07-20 18:17:42,978 - mmaction - INFO - Epoch [220][120/1253] lr: 1.520e-02, eta: 15:31:14, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5932, top5_acc: 0.7956, loss_cls: 1.7593, loss: 1.7593, grad_norm: 3.5614 2020-07-20 18:18:04,345 - mmaction - INFO - Epoch [220][140/1253] lr: 1.520e-02, eta: 15:30:50, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6042, top5_acc: 0.8057, loss_cls: 1.7043, loss: 1.7043, grad_norm: 3.4701 2020-07-20 18:18:25,897 - mmaction - INFO - Epoch [220][160/1253] lr: 1.520e-02, eta: 15:30:25, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.5977, top5_acc: 0.8003, loss_cls: 1.7225, loss: 1.7225, grad_norm: 3.4462 2020-07-20 18:18:47,155 - mmaction - INFO - Epoch [220][180/1253] lr: 1.520e-02, eta: 15:30:00, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5862, top5_acc: 0.7896, loss_cls: 1.7796, loss: 1.7796, grad_norm: 3.5786 2020-07-20 18:19:08,457 - mmaction - INFO - Epoch [220][200/1253] lr: 1.520e-02, eta: 15:29:35, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.5849, top5_acc: 0.8044, loss_cls: 1.7479, loss: 1.7479, grad_norm: 3.5976 2020-07-20 18:19:29,644 - mmaction - INFO - Epoch [220][220/1253] lr: 1.520e-02, eta: 15:29:10, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.6031, top5_acc: 0.8094, loss_cls: 1.6976, loss: 1.6976, grad_norm: 3.4869 2020-07-20 18:19:51,046 - mmaction - INFO - Epoch [220][240/1253] lr: 1.520e-02, eta: 15:28:46, time: 1.071, data_time: 0.003, memory: 9059, top1_acc: 0.6130, top5_acc: 0.8063, loss_cls: 1.7003, loss: 1.7003, grad_norm: 3.4685 2020-07-20 18:20:12,271 - mmaction - INFO - Epoch [220][260/1253] lr: 1.520e-02, eta: 15:28:21, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.6036, top5_acc: 0.8068, loss_cls: 1.7029, loss: 1.7029, grad_norm: 3.5287 2020-07-20 18:20:33,521 - mmaction - INFO - Epoch [220][280/1253] lr: 1.520e-02, eta: 15:27:56, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.5971, top5_acc: 0.8107, loss_cls: 1.7001, loss: 1.7001, grad_norm: 3.6003 2020-07-20 18:20:55,075 - mmaction - INFO - Epoch [220][300/1253] lr: 1.520e-02, eta: 15:27:31, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.5880, top5_acc: 0.8086, loss_cls: 1.7086, loss: 1.7086, grad_norm: 3.5292 2020-07-20 18:21:17,000 - mmaction - INFO - Epoch [220][320/1253] lr: 1.520e-02, eta: 15:27:07, time: 1.097, data_time: 0.002, memory: 9059, top1_acc: 0.6013, top5_acc: 0.8057, loss_cls: 1.6930, loss: 1.6930, grad_norm: 3.4945 2020-07-20 18:21:38,978 - mmaction - INFO - Epoch [220][340/1253] lr: 1.520e-02, eta: 15:26:42, time: 1.097, data_time: 0.006, memory: 9059, top1_acc: 0.6023, top5_acc: 0.8065, loss_cls: 1.7152, loss: 1.7152, grad_norm: 3.5042 2020-07-20 18:22:01,536 - mmaction - INFO - Epoch [220][360/1253] lr: 1.520e-02, eta: 15:26:17, time: 1.127, data_time: 0.015, memory: 9059, top1_acc: 0.5935, top5_acc: 0.7930, loss_cls: 1.7669, loss: 1.7669, grad_norm: 3.5705 2020-07-20 18:22:23,979 - mmaction - INFO - Epoch [220][380/1253] lr: 1.520e-02, eta: 15:25:53, time: 1.124, data_time: 0.015, memory: 9059, top1_acc: 0.5995, top5_acc: 0.8102, loss_cls: 1.7215, loss: 1.7215, grad_norm: 3.5832 2020-07-20 18:22:45,562 - mmaction - INFO - Epoch [220][400/1253] lr: 1.520e-02, eta: 15:25:28, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.5984, top5_acc: 0.8104, loss_cls: 1.6963, loss: 1.6963, grad_norm: 3.5264 2020-07-20 18:23:07,043 - mmaction - INFO - Epoch [220][420/1253] lr: 1.520e-02, eta: 15:25:03, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.5870, top5_acc: 0.8026, loss_cls: 1.7308, loss: 1.7308, grad_norm: 3.5978 2020-07-20 18:23:28,469 - mmaction - INFO - Epoch [220][440/1253] lr: 1.520e-02, eta: 15:24:39, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.5943, top5_acc: 0.8120, loss_cls: 1.7012, loss: 1.7012, grad_norm: 3.5975 2020-07-20 18:23:49,702 - mmaction - INFO - Epoch [220][460/1253] lr: 1.520e-02, eta: 15:24:14, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.5971, top5_acc: 0.7984, loss_cls: 1.7544, loss: 1.7544, grad_norm: 3.5975 2020-07-20 18:24:10,963 - mmaction - INFO - Epoch [220][480/1253] lr: 1.520e-02, eta: 15:23:49, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6042, top5_acc: 0.8005, loss_cls: 1.7137, loss: 1.7137, grad_norm: 3.5005 2020-07-20 18:24:32,147 - mmaction - INFO - Epoch [220][500/1253] lr: 1.520e-02, eta: 15:23:24, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.6010, top5_acc: 0.8070, loss_cls: 1.7045, loss: 1.7045, grad_norm: 3.5538 2020-07-20 18:24:53,718 - mmaction - INFO - Epoch [220][520/1253] lr: 1.520e-02, eta: 15:22:59, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.6023, top5_acc: 0.8049, loss_cls: 1.6967, loss: 1.6967, grad_norm: 3.4903 2020-07-20 18:25:15,694 - mmaction - INFO - Epoch [220][540/1253] lr: 1.520e-02, eta: 15:22:35, time: 1.099, data_time: 0.003, memory: 9059, top1_acc: 0.5839, top5_acc: 0.7995, loss_cls: 1.7782, loss: 1.7782, grad_norm: 3.6758 2020-07-20 18:25:36,889 - mmaction - INFO - Epoch [220][560/1253] lr: 1.520e-02, eta: 15:22:10, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.6057, top5_acc: 0.7997, loss_cls: 1.7399, loss: 1.7399, grad_norm: 3.5993 2020-07-20 18:25:58,294 - mmaction - INFO - Epoch [220][580/1253] lr: 1.520e-02, eta: 15:21:45, time: 1.070, data_time: 0.001, memory: 9059, top1_acc: 0.5875, top5_acc: 0.8029, loss_cls: 1.7234, loss: 1.7234, grad_norm: 3.6250 2020-07-20 18:26:19,393 - mmaction - INFO - Epoch [220][600/1253] lr: 1.520e-02, eta: 15:21:20, time: 1.055, data_time: 0.002, memory: 9059, top1_acc: 0.5990, top5_acc: 0.8120, loss_cls: 1.7119, loss: 1.7119, grad_norm: 3.6262 2020-07-20 18:26:40,660 - mmaction - INFO - Epoch [220][620/1253] lr: 1.520e-02, eta: 15:20:55, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.6135, top5_acc: 0.8039, loss_cls: 1.6916, loss: 1.6916, grad_norm: 3.5807 2020-07-20 18:27:01,917 - mmaction - INFO - Epoch [220][640/1253] lr: 1.520e-02, eta: 15:20:31, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.5943, top5_acc: 0.7958, loss_cls: 1.7717, loss: 1.7717, grad_norm: 3.6679 2020-07-20 18:27:23,100 - mmaction - INFO - Epoch [220][660/1253] lr: 1.520e-02, eta: 15:20:06, time: 1.059, data_time: 0.001, memory: 9059, top1_acc: 0.5755, top5_acc: 0.8000, loss_cls: 1.7611, loss: 1.7611, grad_norm: 3.6270 2020-07-20 18:27:44,305 - mmaction - INFO - Epoch [220][680/1253] lr: 1.520e-02, eta: 15:19:41, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5964, top5_acc: 0.7953, loss_cls: 1.7680, loss: 1.7680, grad_norm: 3.5208 2020-07-20 18:28:05,582 - mmaction - INFO - Epoch [220][700/1253] lr: 1.520e-02, eta: 15:19:16, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.6049, top5_acc: 0.8039, loss_cls: 1.7072, loss: 1.7072, grad_norm: 3.4650 2020-07-20 18:28:26,960 - mmaction - INFO - Epoch [220][720/1253] lr: 1.520e-02, eta: 15:18:51, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.5982, top5_acc: 0.8055, loss_cls: 1.7302, loss: 1.7302, grad_norm: 3.5646 2020-07-20 18:28:48,464 - mmaction - INFO - Epoch [220][740/1253] lr: 1.520e-02, eta: 15:18:27, time: 1.075, data_time: 0.001, memory: 9059, top1_acc: 0.6047, top5_acc: 0.8120, loss_cls: 1.7104, loss: 1.7104, grad_norm: 3.5681 2020-07-20 18:29:09,613 - mmaction - INFO - Epoch [220][760/1253] lr: 1.520e-02, eta: 15:18:02, time: 1.056, data_time: 0.001, memory: 9059, top1_acc: 0.5940, top5_acc: 0.8016, loss_cls: 1.7282, loss: 1.7282, grad_norm: 3.6664 2020-07-20 18:29:31,018 - mmaction - INFO - Epoch [220][780/1253] lr: 1.520e-02, eta: 15:17:37, time: 1.070, data_time: 0.005, memory: 9059, top1_acc: 0.6005, top5_acc: 0.8065, loss_cls: 1.7019, loss: 1.7019, grad_norm: 3.5974 2020-07-20 18:29:52,496 - mmaction - INFO - Epoch [220][800/1253] lr: 1.520e-02, eta: 15:17:12, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.5844, top5_acc: 0.8026, loss_cls: 1.7430, loss: 1.7430, grad_norm: 3.6916 2020-07-20 18:30:14,783 - mmaction - INFO - Epoch [220][820/1253] lr: 1.520e-02, eta: 15:16:48, time: 1.115, data_time: 0.002, memory: 9059, top1_acc: 0.5984, top5_acc: 0.7940, loss_cls: 1.7576, loss: 1.7576, grad_norm: 3.5665 2020-07-20 18:30:36,205 - mmaction - INFO - Epoch [220][840/1253] lr: 1.520e-02, eta: 15:16:23, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.5849, top5_acc: 0.7997, loss_cls: 1.7506, loss: 1.7506, grad_norm: 3.5358 2020-07-20 18:30:57,696 - mmaction - INFO - Epoch [220][860/1253] lr: 1.520e-02, eta: 15:15:58, time: 1.075, data_time: 0.003, memory: 9059, top1_acc: 0.6018, top5_acc: 0.8010, loss_cls: 1.7092, loss: 1.7092, grad_norm: 3.5216 2020-07-20 18:31:19,093 - mmaction - INFO - Epoch [220][880/1253] lr: 1.520e-02, eta: 15:15:33, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.5974, top5_acc: 0.8052, loss_cls: 1.7052, loss: 1.7052, grad_norm: 3.6164 2020-07-20 18:31:40,844 - mmaction - INFO - Epoch [220][900/1253] lr: 1.520e-02, eta: 15:15:09, time: 1.088, data_time: 0.002, memory: 9059, top1_acc: 0.5927, top5_acc: 0.7969, loss_cls: 1.7569, loss: 1.7569, grad_norm: 3.5693 2020-07-20 18:32:02,389 - mmaction - INFO - Epoch [220][920/1253] lr: 1.520e-02, eta: 15:14:44, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.6078, top5_acc: 0.8174, loss_cls: 1.7103, loss: 1.7103, grad_norm: 3.6105 2020-07-20 18:32:23,841 - mmaction - INFO - Epoch [220][940/1253] lr: 1.520e-02, eta: 15:14:19, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.6057, top5_acc: 0.8081, loss_cls: 1.6904, loss: 1.6904, grad_norm: 3.5593 2020-07-20 18:32:45,616 - mmaction - INFO - Epoch [220][960/1253] lr: 1.520e-02, eta: 15:13:55, time: 1.089, data_time: 0.002, memory: 9059, top1_acc: 0.5927, top5_acc: 0.8076, loss_cls: 1.7478, loss: 1.7478, grad_norm: 3.5827 2020-07-20 18:33:06,941 - mmaction - INFO - Epoch [220][980/1253] lr: 1.520e-02, eta: 15:13:30, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6031, top5_acc: 0.8008, loss_cls: 1.7428, loss: 1.7428, grad_norm: 3.5953 2020-07-20 18:33:28,081 - mmaction - INFO - Epoch [220][1000/1253] lr: 1.520e-02, eta: 15:13:05, time: 1.059, data_time: 0.003, memory: 9059, top1_acc: 0.5932, top5_acc: 0.8031, loss_cls: 1.7380, loss: 1.7380, grad_norm: 3.5748 2020-07-20 18:33:49,346 - mmaction - INFO - Epoch [220][1020/1253] lr: 1.520e-02, eta: 15:12:40, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.6070, top5_acc: 0.8146, loss_cls: 1.6702, loss: 1.6702, grad_norm: 3.5938 2020-07-20 18:34:10,717 - mmaction - INFO - Epoch [220][1040/1253] lr: 1.520e-02, eta: 15:12:15, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.5922, top5_acc: 0.8031, loss_cls: 1.7440, loss: 1.7440, grad_norm: 3.6365 2020-07-20 18:34:31,889 - mmaction - INFO - Epoch [220][1060/1253] lr: 1.520e-02, eta: 15:11:51, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.5951, top5_acc: 0.8083, loss_cls: 1.7331, loss: 1.7331, grad_norm: 3.5456 2020-07-20 18:34:53,107 - mmaction - INFO - Epoch [220][1080/1253] lr: 1.520e-02, eta: 15:11:26, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.6036, top5_acc: 0.8068, loss_cls: 1.7164, loss: 1.7164, grad_norm: 3.5216 2020-07-20 18:35:14,475 - mmaction - INFO - Epoch [220][1100/1253] lr: 1.520e-02, eta: 15:11:01, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.5875, top5_acc: 0.8026, loss_cls: 1.7505, loss: 1.7505, grad_norm: 3.6808 2020-07-20 18:35:35,656 - mmaction - INFO - Epoch [220][1120/1253] lr: 1.520e-02, eta: 15:10:36, time: 1.058, data_time: 0.001, memory: 9059, top1_acc: 0.5839, top5_acc: 0.8018, loss_cls: 1.7534, loss: 1.7534, grad_norm: 3.6587 2020-07-20 18:35:57,042 - mmaction - INFO - Epoch [220][1140/1253] lr: 1.520e-02, eta: 15:10:11, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.6052, top5_acc: 0.8052, loss_cls: 1.7079, loss: 1.7079, grad_norm: 3.5804 2020-07-20 18:36:18,710 - mmaction - INFO - Epoch [220][1160/1253] lr: 1.520e-02, eta: 15:09:47, time: 1.082, data_time: 0.001, memory: 9059, top1_acc: 0.6026, top5_acc: 0.7990, loss_cls: 1.7116, loss: 1.7116, grad_norm: 3.5811 2020-07-20 18:36:40,151 - mmaction - INFO - Epoch [220][1180/1253] lr: 1.520e-02, eta: 15:09:22, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.6081, top5_acc: 0.8120, loss_cls: 1.6884, loss: 1.6884, grad_norm: 3.6126 2020-07-20 18:37:01,855 - mmaction - INFO - Epoch [220][1200/1253] lr: 1.520e-02, eta: 15:08:57, time: 1.085, data_time: 0.002, memory: 9059, top1_acc: 0.5956, top5_acc: 0.8021, loss_cls: 1.7404, loss: 1.7404, grad_norm: 3.6248 2020-07-20 18:37:23,163 - mmaction - INFO - Epoch [220][1220/1253] lr: 1.520e-02, eta: 15:08:33, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5909, top5_acc: 0.7969, loss_cls: 1.7270, loss: 1.7270, grad_norm: 3.5563 2020-07-20 18:37:44,622 - mmaction - INFO - Epoch [220][1240/1253] lr: 1.520e-02, eta: 15:08:08, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.5995, top5_acc: 0.8031, loss_cls: 1.7194, loss: 1.7194, grad_norm: 3.5261 2020-07-20 18:38:06,472 - mmaction - INFO - Saving checkpoint at 220 epochs 2020-07-20 18:41:21,908 - mmaction - INFO - Epoch [221][20/1253] lr: 1.440e-02, eta: 15:08:02, time: 9.650, data_time: 8.446, memory: 9059, top1_acc: 0.6013, top5_acc: 0.8065, loss_cls: 1.7080, loss: 1.7080, grad_norm: 3.5675 2020-07-20 18:41:43,247 - mmaction - INFO - Epoch [221][40/1253] lr: 1.440e-02, eta: 15:07:37, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6089, top5_acc: 0.8190, loss_cls: 1.6540, loss: 1.6540, grad_norm: 3.5966 2020-07-20 18:42:08,821 - mmaction - INFO - Epoch [221][60/1253] lr: 1.440e-02, eta: 15:07:13, time: 1.279, data_time: 0.003, memory: 9059, top1_acc: 0.5995, top5_acc: 0.8120, loss_cls: 1.6888, loss: 1.6888, grad_norm: 3.5814 2020-07-20 18:42:30,292 - mmaction - INFO - Epoch [221][80/1253] lr: 1.440e-02, eta: 15:06:48, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.5971, top5_acc: 0.8029, loss_cls: 1.6819, loss: 1.6819, grad_norm: 3.6012 2020-07-20 18:42:51,875 - mmaction - INFO - Epoch [221][100/1253] lr: 1.440e-02, eta: 15:06:23, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.6023, top5_acc: 0.8042, loss_cls: 1.7062, loss: 1.7062, grad_norm: 3.6313 2020-07-20 18:43:13,666 - mmaction - INFO - Epoch [221][120/1253] lr: 1.440e-02, eta: 15:05:59, time: 1.089, data_time: 0.003, memory: 9059, top1_acc: 0.6156, top5_acc: 0.8203, loss_cls: 1.6356, loss: 1.6356, grad_norm: 3.5541 2020-07-20 18:43:35,137 - mmaction - INFO - Epoch [221][140/1253] lr: 1.440e-02, eta: 15:05:34, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.6029, top5_acc: 0.8151, loss_cls: 1.6760, loss: 1.6760, grad_norm: 3.6602 2020-07-20 18:43:56,351 - mmaction - INFO - Epoch [221][160/1253] lr: 1.440e-02, eta: 15:05:09, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5995, top5_acc: 0.8055, loss_cls: 1.6867, loss: 1.6867, grad_norm: 3.6541 2020-07-20 18:44:17,706 - mmaction - INFO - Epoch [221][180/1253] lr: 1.440e-02, eta: 15:04:44, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6112, top5_acc: 0.8107, loss_cls: 1.6921, loss: 1.6921, grad_norm: 3.5245 2020-07-20 18:44:38,927 - mmaction - INFO - Epoch [221][200/1253] lr: 1.440e-02, eta: 15:04:20, time: 1.061, data_time: 0.003, memory: 9059, top1_acc: 0.5966, top5_acc: 0.8052, loss_cls: 1.7102, loss: 1.7102, grad_norm: 3.6023 2020-07-20 18:45:00,352 - mmaction - INFO - Epoch [221][220/1253] lr: 1.440e-02, eta: 15:03:55, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.6000, top5_acc: 0.8005, loss_cls: 1.7082, loss: 1.7082, grad_norm: 3.6884 2020-07-20 18:45:21,760 - mmaction - INFO - Epoch [221][240/1253] lr: 1.440e-02, eta: 15:03:30, time: 1.070, data_time: 0.004, memory: 9059, top1_acc: 0.6000, top5_acc: 0.8036, loss_cls: 1.7053, loss: 1.7053, grad_norm: 3.6410 2020-07-20 18:45:44,225 - mmaction - INFO - Epoch [221][260/1253] lr: 1.440e-02, eta: 15:03:06, time: 1.124, data_time: 0.016, memory: 9059, top1_acc: 0.6112, top5_acc: 0.8109, loss_cls: 1.6667, loss: 1.6667, grad_norm: 3.5762 2020-07-20 18:46:05,891 - mmaction - INFO - Epoch [221][280/1253] lr: 1.440e-02, eta: 15:02:41, time: 1.084, data_time: 0.010, memory: 9059, top1_acc: 0.5880, top5_acc: 0.8083, loss_cls: 1.7199, loss: 1.7199, grad_norm: 3.7200 2020-07-20 18:46:27,309 - mmaction - INFO - Epoch [221][300/1253] lr: 1.440e-02, eta: 15:02:16, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.6005, top5_acc: 0.8063, loss_cls: 1.6959, loss: 1.6959, grad_norm: 3.6287 2020-07-20 18:46:48,571 - mmaction - INFO - Epoch [221][320/1253] lr: 1.440e-02, eta: 15:01:51, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.5964, top5_acc: 0.7932, loss_cls: 1.7280, loss: 1.7280, grad_norm: 3.5759 2020-07-20 18:47:09,822 - mmaction - INFO - Epoch [221][340/1253] lr: 1.440e-02, eta: 15:01:26, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6029, top5_acc: 0.8172, loss_cls: 1.6736, loss: 1.6736, grad_norm: 3.6536 2020-07-20 18:47:31,258 - mmaction - INFO - Epoch [221][360/1253] lr: 1.440e-02, eta: 15:01:02, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.6112, top5_acc: 0.8172, loss_cls: 1.6588, loss: 1.6588, grad_norm: 3.6024 2020-07-20 18:47:53,189 - mmaction - INFO - Epoch [221][380/1253] lr: 1.440e-02, eta: 15:00:37, time: 1.096, data_time: 0.019, memory: 9059, top1_acc: 0.6154, top5_acc: 0.8177, loss_cls: 1.6373, loss: 1.6373, grad_norm: 3.5260 2020-07-20 18:48:15,670 - mmaction - INFO - Epoch [221][400/1253] lr: 1.440e-02, eta: 15:00:13, time: 1.124, data_time: 0.013, memory: 9059, top1_acc: 0.6023, top5_acc: 0.8039, loss_cls: 1.7189, loss: 1.7189, grad_norm: 3.6211 2020-07-20 18:48:38,085 - mmaction - INFO - Epoch [221][420/1253] lr: 1.440e-02, eta: 14:59:48, time: 1.121, data_time: 0.014, memory: 9059, top1_acc: 0.6013, top5_acc: 0.8099, loss_cls: 1.6828, loss: 1.6828, grad_norm: 3.5884 2020-07-20 18:48:59,376 - mmaction - INFO - Epoch [221][440/1253] lr: 1.440e-02, eta: 14:59:23, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6141, top5_acc: 0.8169, loss_cls: 1.6626, loss: 1.6626, grad_norm: 3.6087 2020-07-20 18:49:20,966 - mmaction - INFO - Epoch [221][460/1253] lr: 1.440e-02, eta: 14:58:58, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.5992, top5_acc: 0.8122, loss_cls: 1.6880, loss: 1.6880, grad_norm: 3.5921 2020-07-20 18:49:42,404 - mmaction - INFO - Epoch [221][480/1253] lr: 1.440e-02, eta: 14:58:34, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.5979, top5_acc: 0.8112, loss_cls: 1.7097, loss: 1.7097, grad_norm: 3.6500 2020-07-20 18:50:03,760 - mmaction - INFO - Epoch [221][500/1253] lr: 1.440e-02, eta: 14:58:09, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6000, top5_acc: 0.8042, loss_cls: 1.7184, loss: 1.7184, grad_norm: 3.6968 2020-07-20 18:50:25,296 - mmaction - INFO - Epoch [221][520/1253] lr: 1.440e-02, eta: 14:57:44, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.5872, top5_acc: 0.8063, loss_cls: 1.7286, loss: 1.7286, grad_norm: 3.6593 2020-07-20 18:50:46,576 - mmaction - INFO - Epoch [221][540/1253] lr: 1.440e-02, eta: 14:57:19, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.5836, top5_acc: 0.7971, loss_cls: 1.7805, loss: 1.7805, grad_norm: 3.6568 2020-07-20 18:51:07,973 - mmaction - INFO - Epoch [221][560/1253] lr: 1.440e-02, eta: 14:56:55, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.5964, top5_acc: 0.8146, loss_cls: 1.6943, loss: 1.6943, grad_norm: 3.6333 2020-07-20 18:51:29,190 - mmaction - INFO - Epoch [221][580/1253] lr: 1.440e-02, eta: 14:56:30, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.6138, top5_acc: 0.8099, loss_cls: 1.6898, loss: 1.6898, grad_norm: 3.6446 2020-07-20 18:51:50,615 - mmaction - INFO - Epoch [221][600/1253] lr: 1.440e-02, eta: 14:56:05, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.5898, top5_acc: 0.7984, loss_cls: 1.7614, loss: 1.7614, grad_norm: 3.6445 2020-07-20 18:52:12,161 - mmaction - INFO - Epoch [221][620/1253] lr: 1.440e-02, eta: 14:55:40, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.5974, top5_acc: 0.8010, loss_cls: 1.7068, loss: 1.7068, grad_norm: 3.6182 2020-07-20 18:52:33,810 - mmaction - INFO - Epoch [221][640/1253] lr: 1.440e-02, eta: 14:55:16, time: 1.083, data_time: 0.003, memory: 9059, top1_acc: 0.5901, top5_acc: 0.8042, loss_cls: 1.7266, loss: 1.7266, grad_norm: 3.6268 2020-07-20 18:52:56,064 - mmaction - INFO - Epoch [221][660/1253] lr: 1.440e-02, eta: 14:54:51, time: 1.113, data_time: 0.002, memory: 9059, top1_acc: 0.6000, top5_acc: 0.7924, loss_cls: 1.7563, loss: 1.7563, grad_norm: 3.7072 2020-07-20 18:53:17,585 - mmaction - INFO - Epoch [221][680/1253] lr: 1.440e-02, eta: 14:54:26, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.5956, top5_acc: 0.8018, loss_cls: 1.7213, loss: 1.7213, grad_norm: 3.6037 2020-07-20 18:53:38,895 - mmaction - INFO - Epoch [221][700/1253] lr: 1.440e-02, eta: 14:54:02, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6023, top5_acc: 0.7987, loss_cls: 1.7222, loss: 1.7222, grad_norm: 3.6273 2020-07-20 18:54:00,281 - mmaction - INFO - Epoch [221][720/1253] lr: 1.440e-02, eta: 14:53:37, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.6005, top5_acc: 0.7961, loss_cls: 1.7360, loss: 1.7360, grad_norm: 3.6556 2020-07-20 18:54:21,573 - mmaction - INFO - Epoch [221][740/1253] lr: 1.440e-02, eta: 14:53:12, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6060, top5_acc: 0.8018, loss_cls: 1.7104, loss: 1.7104, grad_norm: 3.6452 2020-07-20 18:54:42,911 - mmaction - INFO - Epoch [221][760/1253] lr: 1.440e-02, eta: 14:52:47, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.5792, top5_acc: 0.7966, loss_cls: 1.7789, loss: 1.7789, grad_norm: 3.7480 2020-07-20 18:55:04,448 - mmaction - INFO - Epoch [221][780/1253] lr: 1.440e-02, eta: 14:52:23, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.5997, top5_acc: 0.8044, loss_cls: 1.7234, loss: 1.7234, grad_norm: 3.6400 2020-07-20 18:55:25,666 - mmaction - INFO - Epoch [221][800/1253] lr: 1.440e-02, eta: 14:51:58, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.6026, top5_acc: 0.8096, loss_cls: 1.7037, loss: 1.7037, grad_norm: 3.5695 2020-07-20 18:55:46,973 - mmaction - INFO - Epoch [221][820/1253] lr: 1.440e-02, eta: 14:51:33, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.5974, top5_acc: 0.8042, loss_cls: 1.7258, loss: 1.7258, grad_norm: 3.5907 2020-07-20 18:56:08,210 - mmaction - INFO - Epoch [221][840/1253] lr: 1.440e-02, eta: 14:51:08, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5906, top5_acc: 0.7922, loss_cls: 1.7645, loss: 1.7645, grad_norm: 3.5540 2020-07-20 18:56:29,413 - mmaction - INFO - Epoch [221][860/1253] lr: 1.440e-02, eta: 14:50:43, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.5849, top5_acc: 0.7971, loss_cls: 1.7642, loss: 1.7642, grad_norm: 3.6453 2020-07-20 18:56:51,236 - mmaction - INFO - Epoch [221][880/1253] lr: 1.440e-02, eta: 14:50:19, time: 1.092, data_time: 0.003, memory: 9059, top1_acc: 0.5831, top5_acc: 0.8034, loss_cls: 1.7389, loss: 1.7389, grad_norm: 3.6810 2020-07-20 18:57:12,736 - mmaction - INFO - Epoch [221][900/1253] lr: 1.440e-02, eta: 14:49:54, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.6081, top5_acc: 0.8049, loss_cls: 1.7054, loss: 1.7054, grad_norm: 3.6416 2020-07-20 18:57:34,364 - mmaction - INFO - Epoch [221][920/1253] lr: 1.440e-02, eta: 14:49:29, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.5977, top5_acc: 0.8065, loss_cls: 1.7293, loss: 1.7293, grad_norm: 3.6313 2020-07-20 18:57:55,713 - mmaction - INFO - Epoch [221][940/1253] lr: 1.440e-02, eta: 14:49:05, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.5883, top5_acc: 0.8044, loss_cls: 1.7561, loss: 1.7561, grad_norm: 3.6995 2020-07-20 18:58:17,033 - mmaction - INFO - Epoch [221][960/1253] lr: 1.440e-02, eta: 14:48:40, time: 1.066, data_time: 0.007, memory: 9059, top1_acc: 0.5917, top5_acc: 0.8115, loss_cls: 1.7014, loss: 1.7014, grad_norm: 3.6755 2020-07-20 18:58:38,383 - mmaction - INFO - Epoch [221][980/1253] lr: 1.440e-02, eta: 14:48:15, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.6146, top5_acc: 0.8206, loss_cls: 1.6573, loss: 1.6573, grad_norm: 3.5915 2020-07-20 18:58:59,894 - mmaction - INFO - Epoch [221][1000/1253] lr: 1.440e-02, eta: 14:47:50, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.5932, top5_acc: 0.8055, loss_cls: 1.7310, loss: 1.7310, grad_norm: 3.6782 2020-07-20 18:59:21,132 - mmaction - INFO - Epoch [221][1020/1253] lr: 1.440e-02, eta: 14:47:26, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.5898, top5_acc: 0.8091, loss_cls: 1.7229, loss: 1.7229, grad_norm: 3.5919 2020-07-20 18:59:43,198 - mmaction - INFO - Epoch [221][1040/1253] lr: 1.440e-02, eta: 14:47:01, time: 1.104, data_time: 0.015, memory: 9059, top1_acc: 0.6003, top5_acc: 0.7984, loss_cls: 1.7306, loss: 1.7306, grad_norm: 3.6462 2020-07-20 19:00:07,558 - mmaction - INFO - Epoch [221][1060/1253] lr: 1.440e-02, eta: 14:46:37, time: 1.185, data_time: 0.006, memory: 9059, top1_acc: 0.6052, top5_acc: 0.8063, loss_cls: 1.7044, loss: 1.7044, grad_norm: 3.7024 2020-07-20 19:00:32,820 - mmaction - INFO - Epoch [221][1080/1253] lr: 1.440e-02, eta: 14:46:13, time: 1.294, data_time: 0.043, memory: 9059, top1_acc: 0.6031, top5_acc: 0.8047, loss_cls: 1.7386, loss: 1.7386, grad_norm: 3.7197 2020-07-20 19:00:54,220 - mmaction - INFO - Epoch [221][1100/1253] lr: 1.440e-02, eta: 14:45:48, time: 1.071, data_time: 0.003, memory: 9059, top1_acc: 0.6010, top5_acc: 0.8023, loss_cls: 1.7143, loss: 1.7143, grad_norm: 3.5142 2020-07-20 19:01:16,029 - mmaction - INFO - Epoch [221][1120/1253] lr: 1.440e-02, eta: 14:45:24, time: 1.090, data_time: 0.002, memory: 9059, top1_acc: 0.5938, top5_acc: 0.7974, loss_cls: 1.7887, loss: 1.7887, grad_norm: 3.6792 2020-07-20 19:01:38,986 - mmaction - INFO - Epoch [221][1140/1253] lr: 1.440e-02, eta: 14:44:59, time: 1.145, data_time: 0.002, memory: 9059, top1_acc: 0.5977, top5_acc: 0.8073, loss_cls: 1.7321, loss: 1.7321, grad_norm: 3.6670 2020-07-20 19:02:00,285 - mmaction - INFO - Epoch [221][1160/1253] lr: 1.440e-02, eta: 14:44:34, time: 1.068, data_time: 0.005, memory: 9059, top1_acc: 0.5940, top5_acc: 0.7990, loss_cls: 1.7638, loss: 1.7638, grad_norm: 3.6229 2020-07-20 19:02:22,076 - mmaction - INFO - Epoch [221][1180/1253] lr: 1.440e-02, eta: 14:44:10, time: 1.090, data_time: 0.003, memory: 9059, top1_acc: 0.5896, top5_acc: 0.7990, loss_cls: 1.7481, loss: 1.7481, grad_norm: 3.6088 2020-07-20 19:02:43,999 - mmaction - INFO - Epoch [221][1200/1253] lr: 1.440e-02, eta: 14:43:45, time: 1.096, data_time: 0.010, memory: 9059, top1_acc: 0.5815, top5_acc: 0.8036, loss_cls: 1.7491, loss: 1.7491, grad_norm: 3.7130 2020-07-20 19:03:06,178 - mmaction - INFO - Epoch [221][1220/1253] lr: 1.440e-02, eta: 14:43:21, time: 1.110, data_time: 0.012, memory: 9059, top1_acc: 0.5974, top5_acc: 0.8005, loss_cls: 1.7305, loss: 1.7305, grad_norm: 3.5870 2020-07-20 19:03:27,526 - mmaction - INFO - Epoch [221][1240/1253] lr: 1.440e-02, eta: 14:42:56, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5938, top5_acc: 0.8068, loss_cls: 1.7259, loss: 1.7259, grad_norm: 3.6172 2020-07-20 19:07:08,081 - mmaction - INFO - Epoch [222][20/1253] lr: 1.362e-02, eta: 14:42:49, time: 9.848, data_time: 8.676, memory: 9059, top1_acc: 0.5943, top5_acc: 0.8057, loss_cls: 1.7093, loss: 1.7093, grad_norm: 3.6516 2020-07-20 19:07:29,444 - mmaction - INFO - Epoch [222][40/1253] lr: 1.362e-02, eta: 14:42:25, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.6206, top5_acc: 0.8148, loss_cls: 1.6237, loss: 1.6237, grad_norm: 3.6147 2020-07-20 19:07:50,851 - mmaction - INFO - Epoch [222][60/1253] lr: 1.362e-02, eta: 14:42:00, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.6091, top5_acc: 0.8180, loss_cls: 1.6545, loss: 1.6545, grad_norm: 3.6107 2020-07-20 19:08:11,953 - mmaction - INFO - Epoch [222][80/1253] lr: 1.362e-02, eta: 14:41:35, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.6081, top5_acc: 0.8143, loss_cls: 1.6322, loss: 1.6322, grad_norm: 3.5282 2020-07-20 19:08:33,167 - mmaction - INFO - Epoch [222][100/1253] lr: 1.362e-02, eta: 14:41:10, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.6198, top5_acc: 0.8229, loss_cls: 1.6246, loss: 1.6246, grad_norm: 3.5381 2020-07-20 19:08:54,929 - mmaction - INFO - Epoch [222][120/1253] lr: 1.362e-02, eta: 14:40:46, time: 1.089, data_time: 0.002, memory: 9059, top1_acc: 0.6115, top5_acc: 0.8146, loss_cls: 1.6605, loss: 1.6605, grad_norm: 3.6321 2020-07-20 19:09:42,106 - mmaction - INFO - Epoch [222][140/1253] lr: 1.362e-02, eta: 14:40:26, time: 2.346, data_time: 0.001, memory: 9059, top1_acc: 0.5982, top5_acc: 0.8096, loss_cls: 1.7129, loss: 1.7129, grad_norm: 3.6741 2020-07-20 19:10:04,216 - mmaction - INFO - Epoch [222][160/1253] lr: 1.362e-02, eta: 14:40:02, time: 1.116, data_time: 0.028, memory: 9059, top1_acc: 0.5917, top5_acc: 0.8016, loss_cls: 1.7420, loss: 1.7420, grad_norm: 3.7301 2020-07-20 19:10:26,281 - mmaction - INFO - Epoch [222][180/1253] lr: 1.362e-02, eta: 14:39:37, time: 1.103, data_time: 0.020, memory: 9059, top1_acc: 0.6010, top5_acc: 0.8156, loss_cls: 1.6836, loss: 1.6836, grad_norm: 3.5866 2020-07-20 19:10:49,072 - mmaction - INFO - Epoch [222][200/1253] lr: 1.362e-02, eta: 14:39:13, time: 1.140, data_time: 0.022, memory: 9059, top1_acc: 0.5966, top5_acc: 0.8089, loss_cls: 1.7223, loss: 1.7223, grad_norm: 3.6445 2020-07-20 19:11:11,132 - mmaction - INFO - Epoch [222][220/1253] lr: 1.362e-02, eta: 14:38:48, time: 1.103, data_time: 0.010, memory: 9059, top1_acc: 0.5987, top5_acc: 0.8029, loss_cls: 1.6952, loss: 1.6952, grad_norm: 3.6337 2020-07-20 19:11:33,585 - mmaction - INFO - Epoch [222][240/1253] lr: 1.362e-02, eta: 14:38:23, time: 1.124, data_time: 0.003, memory: 9059, top1_acc: 0.5938, top5_acc: 0.8089, loss_cls: 1.7192, loss: 1.7192, grad_norm: 3.7443 2020-07-20 19:11:54,754 - mmaction - INFO - Epoch [222][260/1253] lr: 1.362e-02, eta: 14:37:59, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.6102, top5_acc: 0.8031, loss_cls: 1.7149, loss: 1.7149, grad_norm: 3.6103 2020-07-20 19:12:16,552 - mmaction - INFO - Epoch [222][280/1253] lr: 1.362e-02, eta: 14:37:34, time: 1.090, data_time: 0.002, memory: 9059, top1_acc: 0.6201, top5_acc: 0.8138, loss_cls: 1.6513, loss: 1.6513, grad_norm: 3.5531 2020-07-20 19:12:38,095 - mmaction - INFO - Epoch [222][300/1253] lr: 1.362e-02, eta: 14:37:09, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.6188, top5_acc: 0.8229, loss_cls: 1.6215, loss: 1.6215, grad_norm: 3.6242 2020-07-20 19:12:59,436 - mmaction - INFO - Epoch [222][320/1253] lr: 1.362e-02, eta: 14:36:44, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.5872, top5_acc: 0.8076, loss_cls: 1.7166, loss: 1.7166, grad_norm: 3.6643 2020-07-20 19:13:20,869 - mmaction - INFO - Epoch [222][340/1253] lr: 1.362e-02, eta: 14:36:20, time: 1.073, data_time: 0.003, memory: 9059, top1_acc: 0.6128, top5_acc: 0.8089, loss_cls: 1.6768, loss: 1.6768, grad_norm: 3.6374 2020-07-20 19:13:42,344 - mmaction - INFO - Epoch [222][360/1253] lr: 1.362e-02, eta: 14:35:55, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.6089, top5_acc: 0.8221, loss_cls: 1.6459, loss: 1.6459, grad_norm: 3.6640 2020-07-20 19:14:03,662 - mmaction - INFO - Epoch [222][380/1253] lr: 1.362e-02, eta: 14:35:30, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5883, top5_acc: 0.8057, loss_cls: 1.7424, loss: 1.7424, grad_norm: 3.7404 2020-07-20 19:14:25,081 - mmaction - INFO - Epoch [222][400/1253] lr: 1.362e-02, eta: 14:35:05, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.6049, top5_acc: 0.8044, loss_cls: 1.7020, loss: 1.7020, grad_norm: 3.6610 2020-07-20 19:14:46,359 - mmaction - INFO - Epoch [222][420/1253] lr: 1.362e-02, eta: 14:34:41, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.6125, top5_acc: 0.8190, loss_cls: 1.6345, loss: 1.6345, grad_norm: 3.6917 2020-07-20 19:15:07,630 - mmaction - INFO - Epoch [222][440/1253] lr: 1.362e-02, eta: 14:34:16, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.6023, top5_acc: 0.8060, loss_cls: 1.7270, loss: 1.7270, grad_norm: 3.6739 2020-07-20 19:15:29,357 - mmaction - INFO - Epoch [222][460/1253] lr: 1.362e-02, eta: 14:33:51, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.5932, top5_acc: 0.7953, loss_cls: 1.7557, loss: 1.7557, grad_norm: 3.6317 2020-07-20 19:15:51,581 - mmaction - INFO - Epoch [222][480/1253] lr: 1.362e-02, eta: 14:33:27, time: 1.112, data_time: 0.007, memory: 9059, top1_acc: 0.6201, top5_acc: 0.8102, loss_cls: 1.6401, loss: 1.6401, grad_norm: 3.5403 2020-07-20 19:16:13,654 - mmaction - INFO - Epoch [222][500/1253] lr: 1.362e-02, eta: 14:33:02, time: 1.104, data_time: 0.007, memory: 9059, top1_acc: 0.6130, top5_acc: 0.8117, loss_cls: 1.6940, loss: 1.6940, grad_norm: 3.5783 2020-07-20 19:16:35,377 - mmaction - INFO - Epoch [222][520/1253] lr: 1.362e-02, eta: 14:32:37, time: 1.085, data_time: 0.016, memory: 9059, top1_acc: 0.6094, top5_acc: 0.8143, loss_cls: 1.6877, loss: 1.6877, grad_norm: 3.6109 2020-07-20 19:16:56,754 - mmaction - INFO - Epoch [222][540/1253] lr: 1.362e-02, eta: 14:32:13, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.5987, top5_acc: 0.8109, loss_cls: 1.7014, loss: 1.7014, grad_norm: 3.5661 2020-07-20 19:17:18,027 - mmaction - INFO - Epoch [222][560/1253] lr: 1.362e-02, eta: 14:31:48, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.6010, top5_acc: 0.7945, loss_cls: 1.7320, loss: 1.7320, grad_norm: 3.6247 2020-07-20 19:17:39,284 - mmaction - INFO - Epoch [222][580/1253] lr: 1.362e-02, eta: 14:31:23, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.5966, top5_acc: 0.7995, loss_cls: 1.7246, loss: 1.7246, grad_norm: 3.6473 2020-07-20 19:18:00,604 - mmaction - INFO - Epoch [222][600/1253] lr: 1.362e-02, eta: 14:30:58, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6016, top5_acc: 0.8081, loss_cls: 1.6844, loss: 1.6844, grad_norm: 3.6349 2020-07-20 19:18:22,076 - mmaction - INFO - Epoch [222][620/1253] lr: 1.362e-02, eta: 14:30:34, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.5979, top5_acc: 0.8063, loss_cls: 1.7071, loss: 1.7071, grad_norm: 3.6427 2020-07-20 19:18:43,456 - mmaction - INFO - Epoch [222][640/1253] lr: 1.362e-02, eta: 14:30:09, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.5953, top5_acc: 0.7930, loss_cls: 1.7480, loss: 1.7480, grad_norm: 3.7420 2020-07-20 19:19:04,872 - mmaction - INFO - Epoch [222][660/1253] lr: 1.362e-02, eta: 14:29:44, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6018, top5_acc: 0.8125, loss_cls: 1.7081, loss: 1.7081, grad_norm: 3.6830 2020-07-20 19:19:27,646 - mmaction - INFO - Epoch [222][680/1253] lr: 1.362e-02, eta: 14:29:20, time: 1.142, data_time: 0.013, memory: 9059, top1_acc: 0.6021, top5_acc: 0.8034, loss_cls: 1.7121, loss: 1.7121, grad_norm: 3.6945 2020-07-20 19:19:50,061 - mmaction - INFO - Epoch [222][700/1253] lr: 1.362e-02, eta: 14:28:55, time: 1.120, data_time: 0.012, memory: 9059, top1_acc: 0.5987, top5_acc: 0.8039, loss_cls: 1.7147, loss: 1.7147, grad_norm: 3.6307 2020-07-20 19:20:12,789 - mmaction - INFO - Epoch [222][720/1253] lr: 1.362e-02, eta: 14:28:31, time: 1.136, data_time: 0.011, memory: 9059, top1_acc: 0.6070, top5_acc: 0.8010, loss_cls: 1.7202, loss: 1.7202, grad_norm: 3.6193 2020-07-20 19:20:34,683 - mmaction - INFO - Epoch [222][740/1253] lr: 1.362e-02, eta: 14:28:06, time: 1.096, data_time: 0.022, memory: 9059, top1_acc: 0.5953, top5_acc: 0.7974, loss_cls: 1.7221, loss: 1.7221, grad_norm: 3.6450 2020-07-20 19:20:56,072 - mmaction - INFO - Epoch [222][760/1253] lr: 1.362e-02, eta: 14:27:41, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.5924, top5_acc: 0.8094, loss_cls: 1.7100, loss: 1.7100, grad_norm: 3.6679 2020-07-20 19:21:18,095 - mmaction - INFO - Epoch [222][780/1253] lr: 1.362e-02, eta: 14:27:17, time: 1.101, data_time: 0.003, memory: 9059, top1_acc: 0.6049, top5_acc: 0.8154, loss_cls: 1.6874, loss: 1.6874, grad_norm: 3.6079 2020-07-20 19:21:40,072 - mmaction - INFO - Epoch [222][800/1253] lr: 1.362e-02, eta: 14:26:52, time: 1.099, data_time: 0.002, memory: 9059, top1_acc: 0.6039, top5_acc: 0.8109, loss_cls: 1.6930, loss: 1.6930, grad_norm: 3.6942 2020-07-20 19:22:01,322 - mmaction - INFO - Epoch [222][820/1253] lr: 1.362e-02, eta: 14:26:27, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.6076, top5_acc: 0.8060, loss_cls: 1.7125, loss: 1.7125, grad_norm: 3.6880 2020-07-20 19:22:22,747 - mmaction - INFO - Epoch [222][840/1253] lr: 1.362e-02, eta: 14:26:03, time: 1.073, data_time: 0.003, memory: 9059, top1_acc: 0.5940, top5_acc: 0.7977, loss_cls: 1.7404, loss: 1.7404, grad_norm: 3.7250 2020-07-20 19:22:44,125 - mmaction - INFO - Epoch [222][860/1253] lr: 1.362e-02, eta: 14:25:38, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.5977, top5_acc: 0.7990, loss_cls: 1.7414, loss: 1.7414, grad_norm: 3.7010 2020-07-20 19:23:05,622 - mmaction - INFO - Epoch [222][880/1253] lr: 1.362e-02, eta: 14:25:13, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.6063, top5_acc: 0.8099, loss_cls: 1.6733, loss: 1.6733, grad_norm: 3.6480 2020-07-20 19:23:26,803 - mmaction - INFO - Epoch [222][900/1253] lr: 1.362e-02, eta: 14:24:48, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.6003, top5_acc: 0.7987, loss_cls: 1.7263, loss: 1.7263, grad_norm: 3.7458 2020-07-20 19:23:48,133 - mmaction - INFO - Epoch [222][920/1253] lr: 1.362e-02, eta: 14:24:24, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6008, top5_acc: 0.8031, loss_cls: 1.7164, loss: 1.7164, grad_norm: 3.5645 2020-07-20 19:24:09,419 - mmaction - INFO - Epoch [222][940/1253] lr: 1.362e-02, eta: 14:23:59, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.5906, top5_acc: 0.7984, loss_cls: 1.7391, loss: 1.7391, grad_norm: 3.7135 2020-07-20 19:24:31,063 - mmaction - INFO - Epoch [222][960/1253] lr: 1.362e-02, eta: 14:23:34, time: 1.083, data_time: 0.002, memory: 9059, top1_acc: 0.6086, top5_acc: 0.8055, loss_cls: 1.7029, loss: 1.7029, grad_norm: 3.7255 2020-07-20 19:24:52,460 - mmaction - INFO - Epoch [222][980/1253] lr: 1.362e-02, eta: 14:23:10, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.6008, top5_acc: 0.8005, loss_cls: 1.7220, loss: 1.7220, grad_norm: 3.7046 2020-07-20 19:25:27,044 - mmaction - INFO - Epoch [222][1000/1253] lr: 1.362e-02, eta: 14:22:47, time: 1.729, data_time: 0.005, memory: 9059, top1_acc: 0.6081, top5_acc: 0.8143, loss_cls: 1.6644, loss: 1.6644, grad_norm: 3.7073 2020-07-20 19:25:49,405 - mmaction - INFO - Epoch [222][1020/1253] lr: 1.362e-02, eta: 14:22:23, time: 1.118, data_time: 0.014, memory: 9059, top1_acc: 0.5992, top5_acc: 0.8068, loss_cls: 1.7100, loss: 1.7100, grad_norm: 3.7967 2020-07-20 19:26:11,526 - mmaction - INFO - Epoch [222][1040/1253] lr: 1.362e-02, eta: 14:21:58, time: 1.106, data_time: 0.015, memory: 9059, top1_acc: 0.5979, top5_acc: 0.8164, loss_cls: 1.7033, loss: 1.7033, grad_norm: 3.6894 2020-07-20 19:26:33,165 - mmaction - INFO - Epoch [222][1060/1253] lr: 1.362e-02, eta: 14:21:34, time: 1.082, data_time: 0.014, memory: 9059, top1_acc: 0.5974, top5_acc: 0.8052, loss_cls: 1.6921, loss: 1.6921, grad_norm: 3.7398 2020-07-20 19:26:54,686 - mmaction - INFO - Epoch [222][1080/1253] lr: 1.362e-02, eta: 14:21:09, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.6044, top5_acc: 0.8104, loss_cls: 1.6817, loss: 1.6817, grad_norm: 3.7059 2020-07-20 19:27:16,484 - mmaction - INFO - Epoch [222][1100/1253] lr: 1.362e-02, eta: 14:20:44, time: 1.090, data_time: 0.002, memory: 9059, top1_acc: 0.5953, top5_acc: 0.8081, loss_cls: 1.7295, loss: 1.7295, grad_norm: 3.6898 2020-07-20 19:27:39,225 - mmaction - INFO - Epoch [222][1120/1253] lr: 1.362e-02, eta: 14:20:20, time: 1.136, data_time: 0.016, memory: 9059, top1_acc: 0.5966, top5_acc: 0.8039, loss_cls: 1.7004, loss: 1.7004, grad_norm: 3.7564 2020-07-20 19:28:01,999 - mmaction - INFO - Epoch [222][1140/1253] lr: 1.362e-02, eta: 14:19:55, time: 1.140, data_time: 0.019, memory: 9059, top1_acc: 0.5971, top5_acc: 0.8073, loss_cls: 1.7017, loss: 1.7017, grad_norm: 3.7203 2020-07-20 19:28:23,973 - mmaction - INFO - Epoch [222][1160/1253] lr: 1.362e-02, eta: 14:19:31, time: 1.099, data_time: 0.002, memory: 9059, top1_acc: 0.6195, top5_acc: 0.8146, loss_cls: 1.6386, loss: 1.6386, grad_norm: 3.6093 2020-07-20 19:28:45,265 - mmaction - INFO - Epoch [222][1180/1253] lr: 1.362e-02, eta: 14:19:06, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6052, top5_acc: 0.8086, loss_cls: 1.7065, loss: 1.7065, grad_norm: 3.6733 2020-07-20 19:29:07,158 - mmaction - INFO - Epoch [222][1200/1253] lr: 1.362e-02, eta: 14:18:41, time: 1.095, data_time: 0.002, memory: 9059, top1_acc: 0.6133, top5_acc: 0.8128, loss_cls: 1.6659, loss: 1.6659, grad_norm: 3.6517 2020-07-20 19:29:28,453 - mmaction - INFO - Epoch [222][1220/1253] lr: 1.362e-02, eta: 14:18:17, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6018, top5_acc: 0.8055, loss_cls: 1.7188, loss: 1.7188, grad_norm: 3.7498 2020-07-20 19:29:49,791 - mmaction - INFO - Epoch [222][1240/1253] lr: 1.362e-02, eta: 14:17:52, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6049, top5_acc: 0.8044, loss_cls: 1.6879, loss: 1.6879, grad_norm: 3.6472 2020-07-20 19:33:42,080 - mmaction - INFO - Epoch [223][20/1253] lr: 1.287e-02, eta: 14:17:47, time: 10.486, data_time: 9.306, memory: 9059, top1_acc: 0.6010, top5_acc: 0.8109, loss_cls: 1.6813, loss: 1.6813, grad_norm: 3.6707 2020-07-20 19:34:03,377 - mmaction - INFO - Epoch [223][40/1253] lr: 1.287e-02, eta: 14:17:22, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.6008, top5_acc: 0.8193, loss_cls: 1.6643, loss: 1.6643, grad_norm: 3.6587 2020-07-20 19:34:24,592 - mmaction - INFO - Epoch [223][60/1253] lr: 1.287e-02, eta: 14:16:57, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.6180, top5_acc: 0.8227, loss_cls: 1.6413, loss: 1.6413, grad_norm: 3.6119 2020-07-20 19:34:45,892 - mmaction - INFO - Epoch [223][80/1253] lr: 1.287e-02, eta: 14:16:33, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.6112, top5_acc: 0.8167, loss_cls: 1.6319, loss: 1.6319, grad_norm: 3.6870 2020-07-20 19:35:07,322 - mmaction - INFO - Epoch [223][100/1253] lr: 1.287e-02, eta: 14:16:08, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.6133, top5_acc: 0.8164, loss_cls: 1.6510, loss: 1.6510, grad_norm: 3.7280 2020-07-20 19:35:28,811 - mmaction - INFO - Epoch [223][120/1253] lr: 1.287e-02, eta: 14:15:43, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.6078, top5_acc: 0.8044, loss_cls: 1.6839, loss: 1.6839, grad_norm: 3.7840 2020-07-20 19:35:50,110 - mmaction - INFO - Epoch [223][140/1253] lr: 1.287e-02, eta: 14:15:18, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6120, top5_acc: 0.8201, loss_cls: 1.6471, loss: 1.6471, grad_norm: 3.7623 2020-07-20 19:36:11,420 - mmaction - INFO - Epoch [223][160/1253] lr: 1.287e-02, eta: 14:14:54, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6089, top5_acc: 0.8099, loss_cls: 1.6949, loss: 1.6949, grad_norm: 3.7454 2020-07-20 19:36:32,873 - mmaction - INFO - Epoch [223][180/1253] lr: 1.287e-02, eta: 14:14:29, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.6057, top5_acc: 0.8029, loss_cls: 1.7018, loss: 1.7018, grad_norm: 3.6945 2020-07-20 19:36:54,176 - mmaction - INFO - Epoch [223][200/1253] lr: 1.287e-02, eta: 14:14:04, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6005, top5_acc: 0.8156, loss_cls: 1.6653, loss: 1.6653, grad_norm: 3.7518 2020-07-20 19:37:25,502 - mmaction - INFO - Epoch [223][220/1253] lr: 1.287e-02, eta: 14:13:41, time: 1.561, data_time: 0.002, memory: 9059, top1_acc: 0.5922, top5_acc: 0.8021, loss_cls: 1.7392, loss: 1.7392, grad_norm: 3.7861 2020-07-20 19:37:47,727 - mmaction - INFO - Epoch [223][240/1253] lr: 1.287e-02, eta: 14:13:17, time: 1.117, data_time: 0.016, memory: 9059, top1_acc: 0.6122, top5_acc: 0.8063, loss_cls: 1.6721, loss: 1.6721, grad_norm: 3.5626 2020-07-20 19:38:10,752 - mmaction - INFO - Epoch [223][260/1253] lr: 1.287e-02, eta: 14:12:52, time: 1.151, data_time: 0.012, memory: 9059, top1_acc: 0.6029, top5_acc: 0.8102, loss_cls: 1.7049, loss: 1.7049, grad_norm: 3.7438 2020-07-20 19:38:32,427 - mmaction - INFO - Epoch [223][280/1253] lr: 1.287e-02, eta: 14:12:28, time: 1.084, data_time: 0.010, memory: 9059, top1_acc: 0.6148, top5_acc: 0.8182, loss_cls: 1.6524, loss: 1.6524, grad_norm: 3.6019 2020-07-20 19:38:53,677 - mmaction - INFO - Epoch [223][300/1253] lr: 1.287e-02, eta: 14:12:03, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6128, top5_acc: 0.8133, loss_cls: 1.6705, loss: 1.6705, grad_norm: 3.6002 2020-07-20 19:39:15,028 - mmaction - INFO - Epoch [223][320/1253] lr: 1.287e-02, eta: 14:11:38, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6104, top5_acc: 0.8138, loss_cls: 1.6623, loss: 1.6623, grad_norm: 3.6948 2020-07-20 19:39:36,602 - mmaction - INFO - Epoch [223][340/1253] lr: 1.287e-02, eta: 14:11:14, time: 1.078, data_time: 0.001, memory: 9059, top1_acc: 0.6102, top5_acc: 0.8073, loss_cls: 1.7048, loss: 1.7048, grad_norm: 3.6444 2020-07-20 19:39:57,934 - mmaction - INFO - Epoch [223][360/1253] lr: 1.287e-02, eta: 14:10:49, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5961, top5_acc: 0.8023, loss_cls: 1.7250, loss: 1.7250, grad_norm: 3.7694 2020-07-20 19:40:19,961 - mmaction - INFO - Epoch [223][380/1253] lr: 1.287e-02, eta: 14:10:24, time: 1.101, data_time: 0.002, memory: 9059, top1_acc: 0.6073, top5_acc: 0.8115, loss_cls: 1.6737, loss: 1.6737, grad_norm: 3.6483 2020-07-20 19:40:41,819 - mmaction - INFO - Epoch [223][400/1253] lr: 1.287e-02, eta: 14:10:00, time: 1.093, data_time: 0.016, memory: 9059, top1_acc: 0.5997, top5_acc: 0.8156, loss_cls: 1.6832, loss: 1.6832, grad_norm: 3.7235 2020-07-20 19:41:03,865 - mmaction - INFO - Epoch [223][420/1253] lr: 1.287e-02, eta: 14:09:35, time: 1.102, data_time: 0.009, memory: 9059, top1_acc: 0.6133, top5_acc: 0.8021, loss_cls: 1.6880, loss: 1.6880, grad_norm: 3.7687 2020-07-20 19:41:25,546 - mmaction - INFO - Epoch [223][440/1253] lr: 1.287e-02, eta: 14:09:10, time: 1.083, data_time: 0.001, memory: 9059, top1_acc: 0.5992, top5_acc: 0.8102, loss_cls: 1.7192, loss: 1.7192, grad_norm: 3.7906 2020-07-20 19:41:46,929 - mmaction - INFO - Epoch [223][460/1253] lr: 1.287e-02, eta: 14:08:46, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.6023, top5_acc: 0.8180, loss_cls: 1.6840, loss: 1.6840, grad_norm: 3.6909 2020-07-20 19:42:08,133 - mmaction - INFO - Epoch [223][480/1253] lr: 1.287e-02, eta: 14:08:21, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.6117, top5_acc: 0.8102, loss_cls: 1.6694, loss: 1.6694, grad_norm: 3.6994 2020-07-20 19:42:29,321 - mmaction - INFO - Epoch [223][500/1253] lr: 1.287e-02, eta: 14:07:56, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.6201, top5_acc: 0.8174, loss_cls: 1.6160, loss: 1.6160, grad_norm: 3.7271 2020-07-20 19:42:50,700 - mmaction - INFO - Epoch [223][520/1253] lr: 1.287e-02, eta: 14:07:31, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.5852, top5_acc: 0.8047, loss_cls: 1.7213, loss: 1.7213, grad_norm: 3.8383 2020-07-20 19:43:12,004 - mmaction - INFO - Epoch [223][540/1253] lr: 1.287e-02, eta: 14:07:07, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6091, top5_acc: 0.8159, loss_cls: 1.6441, loss: 1.6441, grad_norm: 3.6764 2020-07-20 19:43:33,421 - mmaction - INFO - Epoch [223][560/1253] lr: 1.287e-02, eta: 14:06:42, time: 1.070, data_time: 0.001, memory: 9059, top1_acc: 0.6099, top5_acc: 0.8107, loss_cls: 1.6619, loss: 1.6619, grad_norm: 3.6750 2020-07-20 19:43:54,657 - mmaction - INFO - Epoch [223][580/1253] lr: 1.287e-02, eta: 14:06:17, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6005, top5_acc: 0.8076, loss_cls: 1.6951, loss: 1.6951, grad_norm: 3.7718 2020-07-20 19:44:16,092 - mmaction - INFO - Epoch [223][600/1253] lr: 1.287e-02, eta: 14:05:52, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.6117, top5_acc: 0.8091, loss_cls: 1.6718, loss: 1.6718, grad_norm: 3.7614 2020-07-20 19:44:37,525 - mmaction - INFO - Epoch [223][620/1253] lr: 1.287e-02, eta: 14:05:28, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.6049, top5_acc: 0.8115, loss_cls: 1.6547, loss: 1.6547, grad_norm: 3.6224 2020-07-20 19:44:59,008 - mmaction - INFO - Epoch [223][640/1253] lr: 1.287e-02, eta: 14:05:03, time: 1.076, data_time: 0.003, memory: 9059, top1_acc: 0.6063, top5_acc: 0.8023, loss_cls: 1.7031, loss: 1.7031, grad_norm: 3.6782 2020-07-20 19:45:20,861 - mmaction - INFO - Epoch [223][660/1253] lr: 1.287e-02, eta: 14:04:38, time: 1.093, data_time: 0.001, memory: 9059, top1_acc: 0.6120, top5_acc: 0.8128, loss_cls: 1.6763, loss: 1.6763, grad_norm: 3.6992 2020-07-20 19:45:42,940 - mmaction - INFO - Epoch [223][680/1253] lr: 1.287e-02, eta: 14:04:14, time: 1.102, data_time: 0.006, memory: 9059, top1_acc: 0.6044, top5_acc: 0.8060, loss_cls: 1.6863, loss: 1.6863, grad_norm: 3.7777 2020-07-20 19:46:05,999 - mmaction - INFO - Epoch [223][700/1253] lr: 1.287e-02, eta: 14:03:49, time: 1.154, data_time: 0.020, memory: 9059, top1_acc: 0.6026, top5_acc: 0.8026, loss_cls: 1.7164, loss: 1.7164, grad_norm: 3.7325 2020-07-20 19:46:27,710 - mmaction - INFO - Epoch [223][720/1253] lr: 1.287e-02, eta: 14:03:25, time: 1.085, data_time: 0.008, memory: 9059, top1_acc: 0.6076, top5_acc: 0.8083, loss_cls: 1.6783, loss: 1.6783, grad_norm: 3.7341 2020-07-20 19:46:48,992 - mmaction - INFO - Epoch [223][740/1253] lr: 1.287e-02, eta: 14:03:00, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6138, top5_acc: 0.8109, loss_cls: 1.6907, loss: 1.6907, grad_norm: 3.7575 2020-07-20 19:47:10,504 - mmaction - INFO - Epoch [223][760/1253] lr: 1.287e-02, eta: 14:02:35, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.5945, top5_acc: 0.8112, loss_cls: 1.6844, loss: 1.6844, grad_norm: 3.7212 2020-07-20 19:47:32,068 - mmaction - INFO - Epoch [223][780/1253] lr: 1.287e-02, eta: 14:02:11, time: 1.076, data_time: 0.001, memory: 9059, top1_acc: 0.6076, top5_acc: 0.8063, loss_cls: 1.6685, loss: 1.6685, grad_norm: 3.7096 2020-07-20 19:47:53,400 - mmaction - INFO - Epoch [223][800/1253] lr: 1.287e-02, eta: 14:01:46, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.6000, top5_acc: 0.8036, loss_cls: 1.7348, loss: 1.7348, grad_norm: 3.8231 2020-07-20 19:48:14,854 - mmaction - INFO - Epoch [223][820/1253] lr: 1.287e-02, eta: 14:01:21, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.6109, top5_acc: 0.8143, loss_cls: 1.6405, loss: 1.6405, grad_norm: 3.6264 2020-07-20 19:48:36,686 - mmaction - INFO - Epoch [223][840/1253] lr: 1.287e-02, eta: 14:00:57, time: 1.093, data_time: 0.004, memory: 9059, top1_acc: 0.6156, top5_acc: 0.8188, loss_cls: 1.6497, loss: 1.6497, grad_norm: 3.6998 2020-07-20 19:48:58,059 - mmaction - INFO - Epoch [223][860/1253] lr: 1.287e-02, eta: 14:00:32, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.5997, top5_acc: 0.8068, loss_cls: 1.7287, loss: 1.7287, grad_norm: 3.7964 2020-07-20 19:49:19,771 - mmaction - INFO - Epoch [223][880/1253] lr: 1.287e-02, eta: 14:00:07, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.6031, top5_acc: 0.7995, loss_cls: 1.7263, loss: 1.7263, grad_norm: 3.7655 2020-07-20 19:49:41,836 - mmaction - INFO - Epoch [223][900/1253] lr: 1.287e-02, eta: 13:59:43, time: 1.104, data_time: 0.011, memory: 9059, top1_acc: 0.6081, top5_acc: 0.8112, loss_cls: 1.6747, loss: 1.6747, grad_norm: 3.7578 2020-07-20 19:50:03,874 - mmaction - INFO - Epoch [223][920/1253] lr: 1.287e-02, eta: 13:59:18, time: 1.100, data_time: 0.017, memory: 9059, top1_acc: 0.6148, top5_acc: 0.8156, loss_cls: 1.6574, loss: 1.6574, grad_norm: 3.7796 2020-07-20 19:50:25,292 - mmaction - INFO - Epoch [223][940/1253] lr: 1.287e-02, eta: 13:58:53, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.5891, top5_acc: 0.8044, loss_cls: 1.7264, loss: 1.7264, grad_norm: 3.7277 2020-07-20 19:50:46,344 - mmaction - INFO - Epoch [223][960/1253] lr: 1.287e-02, eta: 13:58:28, time: 1.052, data_time: 0.001, memory: 9059, top1_acc: 0.6073, top5_acc: 0.8128, loss_cls: 1.6665, loss: 1.6665, grad_norm: 3.6920 2020-07-20 19:51:07,627 - mmaction - INFO - Epoch [223][980/1253] lr: 1.287e-02, eta: 13:58:04, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.5984, top5_acc: 0.8063, loss_cls: 1.7008, loss: 1.7008, grad_norm: 3.7580 2020-07-20 19:51:28,974 - mmaction - INFO - Epoch [223][1000/1253] lr: 1.287e-02, eta: 13:57:39, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.6026, top5_acc: 0.8128, loss_cls: 1.6772, loss: 1.6772, grad_norm: 3.7091 2020-07-20 19:51:50,224 - mmaction - INFO - Epoch [223][1020/1253] lr: 1.287e-02, eta: 13:57:14, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.6167, top5_acc: 0.8203, loss_cls: 1.6473, loss: 1.6473, grad_norm: 3.7307 2020-07-20 19:52:11,562 - mmaction - INFO - Epoch [223][1040/1253] lr: 1.287e-02, eta: 13:56:50, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5982, top5_acc: 0.8047, loss_cls: 1.7257, loss: 1.7257, grad_norm: 3.7715 2020-07-20 19:52:33,034 - mmaction - INFO - Epoch [223][1060/1253] lr: 1.287e-02, eta: 13:56:25, time: 1.073, data_time: 0.001, memory: 9059, top1_acc: 0.5958, top5_acc: 0.8211, loss_cls: 1.6705, loss: 1.6705, grad_norm: 3.7209 2020-07-20 19:52:54,577 - mmaction - INFO - Epoch [223][1080/1253] lr: 1.287e-02, eta: 13:56:00, time: 1.076, data_time: 0.001, memory: 9059, top1_acc: 0.6003, top5_acc: 0.8068, loss_cls: 1.6921, loss: 1.6921, grad_norm: 3.7658 2020-07-20 19:53:16,486 - mmaction - INFO - Epoch [223][1100/1253] lr: 1.287e-02, eta: 13:55:36, time: 1.096, data_time: 0.003, memory: 9059, top1_acc: 0.6099, top5_acc: 0.8128, loss_cls: 1.6738, loss: 1.6738, grad_norm: 3.6807 2020-07-20 19:53:37,866 - mmaction - INFO - Epoch [223][1120/1253] lr: 1.287e-02, eta: 13:55:11, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.6000, top5_acc: 0.8091, loss_cls: 1.6649, loss: 1.6649, grad_norm: 3.7109 2020-07-20 19:53:59,340 - mmaction - INFO - Epoch [223][1140/1253] lr: 1.287e-02, eta: 13:54:46, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.5917, top5_acc: 0.8013, loss_cls: 1.7286, loss: 1.7286, grad_norm: 3.8311 2020-07-20 19:54:20,516 - mmaction - INFO - Epoch [223][1160/1253] lr: 1.287e-02, eta: 13:54:21, time: 1.059, data_time: 0.003, memory: 9059, top1_acc: 0.5995, top5_acc: 0.8063, loss_cls: 1.7053, loss: 1.7053, grad_norm: 3.7279 2020-07-20 19:54:41,939 - mmaction - INFO - Epoch [223][1180/1253] lr: 1.287e-02, eta: 13:53:57, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.6159, top5_acc: 0.8250, loss_cls: 1.6188, loss: 1.6188, grad_norm: 3.7453 2020-07-20 19:55:03,270 - mmaction - INFO - Epoch [223][1200/1253] lr: 1.287e-02, eta: 13:53:32, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6141, top5_acc: 0.8076, loss_cls: 1.6838, loss: 1.6838, grad_norm: 3.7760 2020-07-20 19:55:24,532 - mmaction - INFO - Epoch [223][1220/1253] lr: 1.287e-02, eta: 13:53:07, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.6120, top5_acc: 0.8148, loss_cls: 1.6400, loss: 1.6400, grad_norm: 3.7032 2020-07-20 19:55:46,020 - mmaction - INFO - Epoch [223][1240/1253] lr: 1.287e-02, eta: 13:52:43, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.5987, top5_acc: 0.7966, loss_cls: 1.7391, loss: 1.7391, grad_norm: 3.7644 2020-07-20 19:59:27,950 - mmaction - INFO - Epoch [224][20/1253] lr: 1.213e-02, eta: 13:52:35, time: 10.047, data_time: 8.665, memory: 9059, top1_acc: 0.6125, top5_acc: 0.8203, loss_cls: 1.6577, loss: 1.6577, grad_norm: 3.7247 2020-07-20 19:59:49,540 - mmaction - INFO - Epoch [224][40/1253] lr: 1.213e-02, eta: 13:52:10, time: 1.074, data_time: 0.001, memory: 9059, top1_acc: 0.6198, top5_acc: 0.8297, loss_cls: 1.5940, loss: 1.5940, grad_norm: 3.6546 2020-07-20 20:00:21,534 - mmaction - INFO - Epoch [224][60/1253] lr: 1.213e-02, eta: 13:51:47, time: 1.573, data_time: 0.010, memory: 9059, top1_acc: 0.6151, top5_acc: 0.8154, loss_cls: 1.6153, loss: 1.6153, grad_norm: 3.6251 2020-07-20 20:00:43,178 - mmaction - INFO - Epoch [224][80/1253] lr: 1.213e-02, eta: 13:51:23, time: 1.113, data_time: 0.048, memory: 9059, top1_acc: 0.6289, top5_acc: 0.8221, loss_cls: 1.5946, loss: 1.5946, grad_norm: 3.6125 2020-07-20 20:01:08,746 - mmaction - INFO - Epoch [224][100/1253] lr: 1.213e-02, eta: 13:50:59, time: 1.256, data_time: 0.003, memory: 9059, top1_acc: 0.6182, top5_acc: 0.8154, loss_cls: 1.6367, loss: 1.6367, grad_norm: 3.7048 2020-07-20 20:01:50,101 - mmaction - INFO - Epoch [224][120/1253] lr: 1.213e-02, eta: 13:50:38, time: 2.091, data_time: 0.361, memory: 9059, top1_acc: 0.6089, top5_acc: 0.8094, loss_cls: 1.6636, loss: 1.6636, grad_norm: 3.8081 2020-07-20 20:02:12,531 - mmaction - INFO - Epoch [224][140/1253] lr: 1.213e-02, eta: 13:50:13, time: 1.122, data_time: 0.008, memory: 9059, top1_acc: 0.6060, top5_acc: 0.8099, loss_cls: 1.6748, loss: 1.6748, grad_norm: 3.7382 2020-07-20 20:02:34,867 - mmaction - INFO - Epoch [224][160/1253] lr: 1.213e-02, eta: 13:49:49, time: 1.116, data_time: 0.011, memory: 9059, top1_acc: 0.6188, top5_acc: 0.8169, loss_cls: 1.6493, loss: 1.6493, grad_norm: 3.7342 2020-07-20 20:02:56,297 - mmaction - INFO - Epoch [224][180/1253] lr: 1.213e-02, eta: 13:49:24, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.6073, top5_acc: 0.8182, loss_cls: 1.6771, loss: 1.6771, grad_norm: 3.7877 2020-07-20 20:03:17,638 - mmaction - INFO - Epoch [224][200/1253] lr: 1.213e-02, eta: 13:48:59, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6070, top5_acc: 0.8148, loss_cls: 1.6599, loss: 1.6599, grad_norm: 3.8452 2020-07-20 20:03:39,003 - mmaction - INFO - Epoch [224][220/1253] lr: 1.213e-02, eta: 13:48:35, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.6078, top5_acc: 0.8216, loss_cls: 1.6424, loss: 1.6424, grad_norm: 3.7494 2020-07-20 20:04:00,266 - mmaction - INFO - Epoch [224][240/1253] lr: 1.213e-02, eta: 13:48:10, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6117, top5_acc: 0.8185, loss_cls: 1.6703, loss: 1.6703, grad_norm: 3.7876 2020-07-20 20:04:21,758 - mmaction - INFO - Epoch [224][260/1253] lr: 1.213e-02, eta: 13:47:45, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.6167, top5_acc: 0.8172, loss_cls: 1.6480, loss: 1.6480, grad_norm: 3.7005 2020-07-20 20:04:43,052 - mmaction - INFO - Epoch [224][280/1253] lr: 1.213e-02, eta: 13:47:20, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6169, top5_acc: 0.8180, loss_cls: 1.6607, loss: 1.6607, grad_norm: 3.6804 2020-07-20 20:05:05,695 - mmaction - INFO - Epoch [224][300/1253] lr: 1.213e-02, eta: 13:46:56, time: 1.133, data_time: 0.012, memory: 9059, top1_acc: 0.6122, top5_acc: 0.8083, loss_cls: 1.6517, loss: 1.6517, grad_norm: 3.7331 2020-07-20 20:05:27,873 - mmaction - INFO - Epoch [224][320/1253] lr: 1.213e-02, eta: 13:46:31, time: 1.108, data_time: 0.014, memory: 9059, top1_acc: 0.6216, top5_acc: 0.8141, loss_cls: 1.6365, loss: 1.6365, grad_norm: 3.6713 2020-07-20 20:05:49,599 - mmaction - INFO - Epoch [224][340/1253] lr: 1.213e-02, eta: 13:46:07, time: 1.086, data_time: 0.007, memory: 9059, top1_acc: 0.6102, top5_acc: 0.8219, loss_cls: 1.6403, loss: 1.6403, grad_norm: 3.7766 2020-07-20 20:06:10,977 - mmaction - INFO - Epoch [224][360/1253] lr: 1.213e-02, eta: 13:45:42, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.6174, top5_acc: 0.8188, loss_cls: 1.6201, loss: 1.6201, grad_norm: 3.6588 2020-07-20 20:06:32,322 - mmaction - INFO - Epoch [224][380/1253] lr: 1.213e-02, eta: 13:45:17, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.5948, top5_acc: 0.8073, loss_cls: 1.7053, loss: 1.7053, grad_norm: 3.7793 2020-07-20 20:06:54,331 - mmaction - INFO - Epoch [224][400/1253] lr: 1.213e-02, eta: 13:44:53, time: 1.100, data_time: 0.008, memory: 9059, top1_acc: 0.6102, top5_acc: 0.8148, loss_cls: 1.6644, loss: 1.6644, grad_norm: 3.7776 2020-07-20 20:07:16,074 - mmaction - INFO - Epoch [224][420/1253] lr: 1.213e-02, eta: 13:44:28, time: 1.087, data_time: 0.007, memory: 9059, top1_acc: 0.5974, top5_acc: 0.8044, loss_cls: 1.7259, loss: 1.7259, grad_norm: 3.7511 2020-07-20 20:07:37,977 - mmaction - INFO - Epoch [224][440/1253] lr: 1.213e-02, eta: 13:44:03, time: 1.095, data_time: 0.007, memory: 9059, top1_acc: 0.5911, top5_acc: 0.8047, loss_cls: 1.7204, loss: 1.7204, grad_norm: 3.7592 2020-07-20 20:07:59,656 - mmaction - INFO - Epoch [224][460/1253] lr: 1.213e-02, eta: 13:43:39, time: 1.083, data_time: 0.002, memory: 9059, top1_acc: 0.6224, top5_acc: 0.8167, loss_cls: 1.6520, loss: 1.6520, grad_norm: 3.6576 2020-07-20 20:08:21,255 - mmaction - INFO - Epoch [224][480/1253] lr: 1.213e-02, eta: 13:43:14, time: 1.081, data_time: 0.003, memory: 9059, top1_acc: 0.6049, top5_acc: 0.8115, loss_cls: 1.6791, loss: 1.6791, grad_norm: 3.7359 2020-07-20 20:08:42,937 - mmaction - INFO - Epoch [224][500/1253] lr: 1.213e-02, eta: 13:42:49, time: 1.084, data_time: 0.010, memory: 9059, top1_acc: 0.6177, top5_acc: 0.8073, loss_cls: 1.6702, loss: 1.6702, grad_norm: 3.7148 2020-07-20 20:09:04,186 - mmaction - INFO - Epoch [224][520/1253] lr: 1.213e-02, eta: 13:42:25, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6247, top5_acc: 0.8245, loss_cls: 1.6248, loss: 1.6248, grad_norm: 3.7019 2020-07-20 20:09:25,629 - mmaction - INFO - Epoch [224][540/1253] lr: 1.213e-02, eta: 13:42:00, time: 1.070, data_time: 0.001, memory: 9059, top1_acc: 0.6034, top5_acc: 0.8125, loss_cls: 1.6615, loss: 1.6615, grad_norm: 3.7100 2020-07-20 20:09:46,974 - mmaction - INFO - Epoch [224][560/1253] lr: 1.213e-02, eta: 13:41:35, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.6177, top5_acc: 0.8206, loss_cls: 1.6272, loss: 1.6272, grad_norm: 3.7679 2020-07-20 20:10:08,359 - mmaction - INFO - Epoch [224][580/1253] lr: 1.213e-02, eta: 13:41:11, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.6083, top5_acc: 0.8013, loss_cls: 1.7033, loss: 1.7033, grad_norm: 3.9105 2020-07-20 20:10:29,984 - mmaction - INFO - Epoch [224][600/1253] lr: 1.213e-02, eta: 13:40:46, time: 1.081, data_time: 0.001, memory: 9059, top1_acc: 0.5990, top5_acc: 0.8047, loss_cls: 1.7001, loss: 1.7001, grad_norm: 3.8086 2020-07-20 20:10:51,254 - mmaction - INFO - Epoch [224][620/1253] lr: 1.213e-02, eta: 13:40:21, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.6063, top5_acc: 0.8195, loss_cls: 1.6664, loss: 1.6664, grad_norm: 3.7431 2020-07-20 20:11:12,739 - mmaction - INFO - Epoch [224][640/1253] lr: 1.213e-02, eta: 13:39:56, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.6081, top5_acc: 0.8169, loss_cls: 1.6510, loss: 1.6510, grad_norm: 3.8166 2020-07-20 20:11:33,919 - mmaction - INFO - Epoch [224][660/1253] lr: 1.213e-02, eta: 13:39:32, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.6240, top5_acc: 0.8177, loss_cls: 1.6244, loss: 1.6244, grad_norm: 3.6528 2020-07-20 20:11:55,110 - mmaction - INFO - Epoch [224][680/1253] lr: 1.213e-02, eta: 13:39:07, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.6156, top5_acc: 0.8182, loss_cls: 1.6346, loss: 1.6346, grad_norm: 3.7082 2020-07-20 20:12:16,450 - mmaction - INFO - Epoch [224][700/1253] lr: 1.213e-02, eta: 13:38:42, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6182, top5_acc: 0.8167, loss_cls: 1.6383, loss: 1.6383, grad_norm: 3.7854 2020-07-20 20:12:37,684 - mmaction - INFO - Epoch [224][720/1253] lr: 1.213e-02, eta: 13:38:18, time: 1.061, data_time: 0.003, memory: 9059, top1_acc: 0.6003, top5_acc: 0.8063, loss_cls: 1.7202, loss: 1.7202, grad_norm: 3.7766 2020-07-20 20:12:59,054 - mmaction - INFO - Epoch [224][740/1253] lr: 1.213e-02, eta: 13:37:53, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.6112, top5_acc: 0.8141, loss_cls: 1.6689, loss: 1.6689, grad_norm: 3.8317 2020-07-20 20:13:20,259 - mmaction - INFO - Epoch [224][760/1253] lr: 1.213e-02, eta: 13:37:28, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.5984, top5_acc: 0.8076, loss_cls: 1.6726, loss: 1.6726, grad_norm: 3.7560 2020-07-20 20:13:41,501 - mmaction - INFO - Epoch [224][780/1253] lr: 1.213e-02, eta: 13:37:03, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.6057, top5_acc: 0.8159, loss_cls: 1.6511, loss: 1.6511, grad_norm: 3.7519 2020-07-20 20:14:02,895 - mmaction - INFO - Epoch [224][800/1253] lr: 1.213e-02, eta: 13:36:39, time: 1.071, data_time: 0.004, memory: 9059, top1_acc: 0.6109, top5_acc: 0.8135, loss_cls: 1.6445, loss: 1.6445, grad_norm: 3.7908 2020-07-20 20:14:24,191 - mmaction - INFO - Epoch [224][820/1253] lr: 1.213e-02, eta: 13:36:14, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6083, top5_acc: 0.8138, loss_cls: 1.6636, loss: 1.6636, grad_norm: 3.8297 2020-07-20 20:14:45,524 - mmaction - INFO - Epoch [224][840/1253] lr: 1.213e-02, eta: 13:35:49, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6229, top5_acc: 0.8221, loss_cls: 1.5834, loss: 1.5834, grad_norm: 3.6604 2020-07-20 20:15:06,693 - mmaction - INFO - Epoch [224][860/1253] lr: 1.213e-02, eta: 13:35:24, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.6154, top5_acc: 0.8161, loss_cls: 1.6629, loss: 1.6629, grad_norm: 3.8427 2020-07-20 20:15:28,019 - mmaction - INFO - Epoch [224][880/1253] lr: 1.213e-02, eta: 13:35:00, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6221, top5_acc: 0.8174, loss_cls: 1.6366, loss: 1.6366, grad_norm: 3.7346 2020-07-20 20:15:49,428 - mmaction - INFO - Epoch [224][900/1253] lr: 1.213e-02, eta: 13:34:35, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.6039, top5_acc: 0.8146, loss_cls: 1.6676, loss: 1.6676, grad_norm: 3.7818 2020-07-20 20:16:10,714 - mmaction - INFO - Epoch [224][920/1253] lr: 1.213e-02, eta: 13:34:10, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6195, top5_acc: 0.8125, loss_cls: 1.6332, loss: 1.6332, grad_norm: 3.6485 2020-07-20 20:16:32,305 - mmaction - INFO - Epoch [224][940/1253] lr: 1.213e-02, eta: 13:33:46, time: 1.079, data_time: 0.001, memory: 9059, top1_acc: 0.6180, top5_acc: 0.8128, loss_cls: 1.6521, loss: 1.6521, grad_norm: 3.7142 2020-07-20 20:16:53,558 - mmaction - INFO - Epoch [224][960/1253] lr: 1.213e-02, eta: 13:33:21, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.6135, top5_acc: 0.8073, loss_cls: 1.6861, loss: 1.6861, grad_norm: 3.8220 2020-07-20 20:17:14,827 - mmaction - INFO - Epoch [224][980/1253] lr: 1.213e-02, eta: 13:32:56, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6081, top5_acc: 0.8081, loss_cls: 1.6710, loss: 1.6710, grad_norm: 3.8045 2020-07-20 20:17:36,438 - mmaction - INFO - Epoch [224][1000/1253] lr: 1.213e-02, eta: 13:32:32, time: 1.079, data_time: 0.001, memory: 9059, top1_acc: 0.6068, top5_acc: 0.8070, loss_cls: 1.7123, loss: 1.7123, grad_norm: 3.7922 2020-07-20 20:17:57,807 - mmaction - INFO - Epoch [224][1020/1253] lr: 1.213e-02, eta: 13:32:07, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.6219, top5_acc: 0.8263, loss_cls: 1.5964, loss: 1.5964, grad_norm: 3.7599 2020-07-20 20:18:19,105 - mmaction - INFO - Epoch [224][1040/1253] lr: 1.213e-02, eta: 13:31:42, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.6005, top5_acc: 0.7938, loss_cls: 1.7603, loss: 1.7603, grad_norm: 3.8252 2020-07-20 20:18:40,460 - mmaction - INFO - Epoch [224][1060/1253] lr: 1.213e-02, eta: 13:31:17, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.6047, top5_acc: 0.8128, loss_cls: 1.6938, loss: 1.6938, grad_norm: 3.8428 2020-07-20 20:19:02,146 - mmaction - INFO - Epoch [224][1080/1253] lr: 1.213e-02, eta: 13:30:53, time: 1.084, data_time: 0.002, memory: 9059, top1_acc: 0.6260, top5_acc: 0.8174, loss_cls: 1.6176, loss: 1.6176, grad_norm: 3.6769 2020-07-20 20:19:23,469 - mmaction - INFO - Epoch [224][1100/1253] lr: 1.213e-02, eta: 13:30:28, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.5906, top5_acc: 0.8055, loss_cls: 1.7084, loss: 1.7084, grad_norm: 3.8514 2020-07-20 20:19:44,913 - mmaction - INFO - Epoch [224][1120/1253] lr: 1.213e-02, eta: 13:30:03, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.5924, top5_acc: 0.8018, loss_cls: 1.7379, loss: 1.7379, grad_norm: 3.8818 2020-07-20 20:20:06,242 - mmaction - INFO - Epoch [224][1140/1253] lr: 1.213e-02, eta: 13:29:39, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6133, top5_acc: 0.8169, loss_cls: 1.6350, loss: 1.6350, grad_norm: 3.7417 2020-07-20 20:20:27,488 - mmaction - INFO - Epoch [224][1160/1253] lr: 1.213e-02, eta: 13:29:14, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.6138, top5_acc: 0.8122, loss_cls: 1.6652, loss: 1.6652, grad_norm: 3.7340 2020-07-20 20:20:49,228 - mmaction - INFO - Epoch [224][1180/1253] lr: 1.213e-02, eta: 13:28:49, time: 1.086, data_time: 0.001, memory: 9059, top1_acc: 0.6180, top5_acc: 0.8128, loss_cls: 1.6601, loss: 1.6601, grad_norm: 3.7653 2020-07-20 20:21:10,441 - mmaction - INFO - Epoch [224][1200/1253] lr: 1.213e-02, eta: 13:28:25, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.6010, top5_acc: 0.8060, loss_cls: 1.6770, loss: 1.6770, grad_norm: 3.7687 2020-07-20 20:21:31,838 - mmaction - INFO - Epoch [224][1220/1253] lr: 1.213e-02, eta: 13:28:00, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.6109, top5_acc: 0.8182, loss_cls: 1.6403, loss: 1.6403, grad_norm: 3.8226 2020-07-20 20:21:53,261 - mmaction - INFO - Epoch [224][1240/1253] lr: 1.213e-02, eta: 13:27:35, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.6130, top5_acc: 0.8130, loss_cls: 1.6772, loss: 1.6772, grad_norm: 3.8073 2020-07-20 20:22:22,827 - mmaction - INFO - Saving checkpoint at 224 epochs 2020-07-20 20:26:06,462 - mmaction - INFO - Epoch [225][20/1253] lr: 1.142e-02, eta: 13:27:30, time: 11.081, data_time: 9.895, memory: 9059, top1_acc: 0.6060, top5_acc: 0.8133, loss_cls: 1.6645, loss: 1.6645, grad_norm: 3.8514 2020-07-20 20:26:27,871 - mmaction - INFO - Epoch [225][40/1253] lr: 1.142e-02, eta: 13:27:05, time: 1.072, data_time: 0.005, memory: 9059, top1_acc: 0.6271, top5_acc: 0.8281, loss_cls: 1.5847, loss: 1.5847, grad_norm: 3.8106 2020-07-20 20:26:49,180 - mmaction - INFO - Epoch [225][60/1253] lr: 1.142e-02, eta: 13:26:41, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6242, top5_acc: 0.8172, loss_cls: 1.6473, loss: 1.6473, grad_norm: 3.7400 2020-07-20 20:27:10,401 - mmaction - INFO - Epoch [225][80/1253] lr: 1.142e-02, eta: 13:26:16, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.6130, top5_acc: 0.8214, loss_cls: 1.6124, loss: 1.6124, grad_norm: 3.8037 2020-07-20 20:27:31,581 - mmaction - INFO - Epoch [225][100/1253] lr: 1.142e-02, eta: 13:25:51, time: 1.059, data_time: 0.003, memory: 9059, top1_acc: 0.6151, top5_acc: 0.8096, loss_cls: 1.6550, loss: 1.6550, grad_norm: 3.8843 2020-07-20 20:27:52,984 - mmaction - INFO - Epoch [225][120/1253] lr: 1.142e-02, eta: 13:25:26, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.6211, top5_acc: 0.8219, loss_cls: 1.6212, loss: 1.6212, grad_norm: 3.8297 2020-07-20 20:28:14,442 - mmaction - INFO - Epoch [225][140/1253] lr: 1.142e-02, eta: 13:25:02, time: 1.072, data_time: 0.006, memory: 9059, top1_acc: 0.6167, top5_acc: 0.8109, loss_cls: 1.6521, loss: 1.6521, grad_norm: 3.7093 2020-07-20 20:28:35,660 - mmaction - INFO - Epoch [225][160/1253] lr: 1.142e-02, eta: 13:24:37, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.6141, top5_acc: 0.8188, loss_cls: 1.6455, loss: 1.6455, grad_norm: 3.7533 2020-07-20 20:28:56,774 - mmaction - INFO - Epoch [225][180/1253] lr: 1.142e-02, eta: 13:24:12, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.6154, top5_acc: 0.8255, loss_cls: 1.6147, loss: 1.6147, grad_norm: 3.7734 2020-07-20 20:29:18,097 - mmaction - INFO - Epoch [225][200/1253] lr: 1.142e-02, eta: 13:23:47, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6031, top5_acc: 0.8169, loss_cls: 1.6671, loss: 1.6671, grad_norm: 3.8383 2020-07-20 20:29:41,218 - mmaction - INFO - Epoch [225][220/1253] lr: 1.142e-02, eta: 13:23:23, time: 1.155, data_time: 0.019, memory: 9059, top1_acc: 0.6000, top5_acc: 0.8049, loss_cls: 1.6819, loss: 1.6819, grad_norm: 3.8246 2020-07-20 20:30:03,177 - mmaction - INFO - Epoch [225][240/1253] lr: 1.142e-02, eta: 13:22:58, time: 1.099, data_time: 0.024, memory: 9059, top1_acc: 0.6276, top5_acc: 0.8180, loss_cls: 1.6157, loss: 1.6157, grad_norm: 3.7359 2020-07-20 20:30:25,157 - mmaction - INFO - Epoch [225][260/1253] lr: 1.142e-02, eta: 13:22:34, time: 1.099, data_time: 0.002, memory: 9059, top1_acc: 0.6229, top5_acc: 0.8221, loss_cls: 1.5916, loss: 1.5916, grad_norm: 3.6800 2020-07-20 20:30:46,505 - mmaction - INFO - Epoch [225][280/1253] lr: 1.142e-02, eta: 13:22:09, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6065, top5_acc: 0.8039, loss_cls: 1.6805, loss: 1.6805, grad_norm: 3.8548 2020-07-20 20:31:07,963 - mmaction - INFO - Epoch [225][300/1253] lr: 1.142e-02, eta: 13:21:44, time: 1.074, data_time: 0.003, memory: 9059, top1_acc: 0.6102, top5_acc: 0.8094, loss_cls: 1.6711, loss: 1.6711, grad_norm: 3.8286 2020-07-20 20:31:29,273 - mmaction - INFO - Epoch [225][320/1253] lr: 1.142e-02, eta: 13:21:20, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6172, top5_acc: 0.8169, loss_cls: 1.6556, loss: 1.6556, grad_norm: 3.8080 2020-07-20 20:31:50,525 - mmaction - INFO - Epoch [225][340/1253] lr: 1.142e-02, eta: 13:20:55, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6148, top5_acc: 0.8115, loss_cls: 1.6470, loss: 1.6470, grad_norm: 3.7892 2020-07-20 20:32:11,979 - mmaction - INFO - Epoch [225][360/1253] lr: 1.142e-02, eta: 13:20:30, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.6206, top5_acc: 0.8188, loss_cls: 1.6425, loss: 1.6425, grad_norm: 3.7766 2020-07-20 20:32:33,523 - mmaction - INFO - Epoch [225][380/1253] lr: 1.142e-02, eta: 13:20:06, time: 1.076, data_time: 0.001, memory: 9059, top1_acc: 0.6063, top5_acc: 0.8104, loss_cls: 1.6705, loss: 1.6705, grad_norm: 3.8946 2020-07-20 20:32:54,678 - mmaction - INFO - Epoch [225][400/1253] lr: 1.142e-02, eta: 13:19:41, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.6016, top5_acc: 0.8102, loss_cls: 1.6954, loss: 1.6954, grad_norm: 3.8049 2020-07-20 20:33:16,031 - mmaction - INFO - Epoch [225][420/1253] lr: 1.142e-02, eta: 13:19:16, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.6461, top5_acc: 0.8214, loss_cls: 1.5785, loss: 1.5785, grad_norm: 3.6986 2020-07-20 20:33:37,412 - mmaction - INFO - Epoch [225][440/1253] lr: 1.142e-02, eta: 13:18:52, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.6073, top5_acc: 0.8266, loss_cls: 1.6251, loss: 1.6251, grad_norm: 3.8331 2020-07-20 20:33:58,804 - mmaction - INFO - Epoch [225][460/1253] lr: 1.142e-02, eta: 13:18:27, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.6195, top5_acc: 0.8141, loss_cls: 1.6374, loss: 1.6374, grad_norm: 3.7482 2020-07-20 20:34:20,043 - mmaction - INFO - Epoch [225][480/1253] lr: 1.142e-02, eta: 13:18:02, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6036, top5_acc: 0.8115, loss_cls: 1.7028, loss: 1.7028, grad_norm: 3.7882 2020-07-20 20:34:41,343 - mmaction - INFO - Epoch [225][500/1253] lr: 1.142e-02, eta: 13:17:37, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6135, top5_acc: 0.8253, loss_cls: 1.5979, loss: 1.5979, grad_norm: 3.7741 2020-07-20 20:35:02,595 - mmaction - INFO - Epoch [225][520/1253] lr: 1.142e-02, eta: 13:17:13, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.6096, top5_acc: 0.8211, loss_cls: 1.6236, loss: 1.6236, grad_norm: 3.7834 2020-07-20 20:35:23,985 - mmaction - INFO - Epoch [225][540/1253] lr: 1.142e-02, eta: 13:16:48, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.6135, top5_acc: 0.8086, loss_cls: 1.6637, loss: 1.6637, grad_norm: 3.9016 2020-07-20 20:35:45,460 - mmaction - INFO - Epoch [225][560/1253] lr: 1.142e-02, eta: 13:16:23, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.6096, top5_acc: 0.8109, loss_cls: 1.6324, loss: 1.6324, grad_norm: 3.7688 2020-07-20 20:36:06,890 - mmaction - INFO - Epoch [225][580/1253] lr: 1.142e-02, eta: 13:15:59, time: 1.073, data_time: 0.004, memory: 9059, top1_acc: 0.6031, top5_acc: 0.8104, loss_cls: 1.6425, loss: 1.6425, grad_norm: 3.7768 2020-07-20 20:36:28,203 - mmaction - INFO - Epoch [225][600/1253] lr: 1.142e-02, eta: 13:15:34, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6094, top5_acc: 0.8258, loss_cls: 1.6296, loss: 1.6296, grad_norm: 3.8081 2020-07-20 20:36:49,662 - mmaction - INFO - Epoch [225][620/1253] lr: 1.142e-02, eta: 13:15:09, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.6232, top5_acc: 0.8281, loss_cls: 1.5760, loss: 1.5760, grad_norm: 3.8427 2020-07-20 20:37:11,182 - mmaction - INFO - Epoch [225][640/1253] lr: 1.142e-02, eta: 13:14:45, time: 1.077, data_time: 0.003, memory: 9059, top1_acc: 0.6089, top5_acc: 0.8135, loss_cls: 1.6529, loss: 1.6529, grad_norm: 3.8460 2020-07-20 20:37:32,438 - mmaction - INFO - Epoch [225][660/1253] lr: 1.142e-02, eta: 13:14:20, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6159, top5_acc: 0.8190, loss_cls: 1.6408, loss: 1.6408, grad_norm: 3.8414 2020-07-20 20:37:53,889 - mmaction - INFO - Epoch [225][680/1253] lr: 1.142e-02, eta: 13:13:55, time: 1.071, data_time: 0.001, memory: 9059, top1_acc: 0.6130, top5_acc: 0.8138, loss_cls: 1.6711, loss: 1.6711, grad_norm: 3.8350 2020-07-20 20:38:15,386 - mmaction - INFO - Epoch [225][700/1253] lr: 1.142e-02, eta: 13:13:30, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.6034, top5_acc: 0.8122, loss_cls: 1.6747, loss: 1.6747, grad_norm: 3.8331 2020-07-20 20:38:36,637 - mmaction - INFO - Epoch [225][720/1253] lr: 1.142e-02, eta: 13:13:06, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.6169, top5_acc: 0.8070, loss_cls: 1.6850, loss: 1.6850, grad_norm: 3.9109 2020-07-20 20:38:57,990 - mmaction - INFO - Epoch [225][740/1253] lr: 1.142e-02, eta: 13:12:41, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6313, top5_acc: 0.8242, loss_cls: 1.5886, loss: 1.5886, grad_norm: 3.7865 2020-07-20 20:39:19,440 - mmaction - INFO - Epoch [225][760/1253] lr: 1.142e-02, eta: 13:12:16, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.6201, top5_acc: 0.8177, loss_cls: 1.6381, loss: 1.6381, grad_norm: 3.8066 2020-07-20 20:39:40,770 - mmaction - INFO - Epoch [225][780/1253] lr: 1.142e-02, eta: 13:11:52, time: 1.066, data_time: 0.005, memory: 9059, top1_acc: 0.6115, top5_acc: 0.8096, loss_cls: 1.6772, loss: 1.6772, grad_norm: 3.8766 2020-07-20 20:40:02,277 - mmaction - INFO - Epoch [225][800/1253] lr: 1.142e-02, eta: 13:11:27, time: 1.076, data_time: 0.003, memory: 9059, top1_acc: 0.6247, top5_acc: 0.8203, loss_cls: 1.6139, loss: 1.6139, grad_norm: 3.8561 2020-07-20 20:40:23,637 - mmaction - INFO - Epoch [225][820/1253] lr: 1.142e-02, eta: 13:11:02, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6232, top5_acc: 0.8279, loss_cls: 1.6034, loss: 1.6034, grad_norm: 3.8449 2020-07-20 20:40:44,815 - mmaction - INFO - Epoch [225][840/1253] lr: 1.142e-02, eta: 13:10:38, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.6120, top5_acc: 0.8154, loss_cls: 1.6516, loss: 1.6516, grad_norm: 3.9809 2020-07-20 20:41:06,180 - mmaction - INFO - Epoch [225][860/1253] lr: 1.142e-02, eta: 13:10:13, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6154, top5_acc: 0.8107, loss_cls: 1.6528, loss: 1.6528, grad_norm: 3.8646 2020-07-20 20:41:37,102 - mmaction - INFO - Epoch [225][880/1253] lr: 1.142e-02, eta: 13:09:50, time: 1.545, data_time: 0.002, memory: 9059, top1_acc: 0.6073, top5_acc: 0.8083, loss_cls: 1.6745, loss: 1.6745, grad_norm: 3.8825 2020-07-20 20:41:59,410 - mmaction - INFO - Epoch [225][900/1253] lr: 1.142e-02, eta: 13:09:26, time: 1.116, data_time: 0.015, memory: 9059, top1_acc: 0.6148, top5_acc: 0.8151, loss_cls: 1.6529, loss: 1.6529, grad_norm: 3.8819 2020-07-20 20:42:21,438 - mmaction - INFO - Epoch [225][920/1253] lr: 1.142e-02, eta: 13:09:01, time: 1.101, data_time: 0.015, memory: 9059, top1_acc: 0.6049, top5_acc: 0.8159, loss_cls: 1.6764, loss: 1.6764, grad_norm: 3.8075 2020-07-20 20:42:43,331 - mmaction - INFO - Epoch [225][940/1253] lr: 1.142e-02, eta: 13:08:36, time: 1.095, data_time: 0.012, memory: 9059, top1_acc: 0.6073, top5_acc: 0.8208, loss_cls: 1.6203, loss: 1.6203, grad_norm: 3.7726 2020-07-20 20:43:04,562 - mmaction - INFO - Epoch [225][960/1253] lr: 1.142e-02, eta: 13:08:12, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.6180, top5_acc: 0.8172, loss_cls: 1.6348, loss: 1.6348, grad_norm: 3.7189 2020-07-20 20:43:25,772 - mmaction - INFO - Epoch [225][980/1253] lr: 1.142e-02, eta: 13:07:47, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.6081, top5_acc: 0.8086, loss_cls: 1.6696, loss: 1.6696, grad_norm: 3.8450 2020-07-20 20:43:46,964 - mmaction - INFO - Epoch [225][1000/1253] lr: 1.142e-02, eta: 13:07:22, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.6036, top5_acc: 0.8159, loss_cls: 1.6593, loss: 1.6593, grad_norm: 3.8477 2020-07-20 20:44:08,198 - mmaction - INFO - Epoch [225][1020/1253] lr: 1.142e-02, eta: 13:06:57, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.6167, top5_acc: 0.8182, loss_cls: 1.6102, loss: 1.6102, grad_norm: 3.8149 2020-07-20 20:44:29,442 - mmaction - INFO - Epoch [225][1040/1253] lr: 1.142e-02, eta: 13:06:33, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6273, top5_acc: 0.8227, loss_cls: 1.5998, loss: 1.5998, grad_norm: 3.8719 2020-07-20 20:44:50,861 - mmaction - INFO - Epoch [225][1060/1253] lr: 1.142e-02, eta: 13:06:08, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.6146, top5_acc: 0.8133, loss_cls: 1.6221, loss: 1.6221, grad_norm: 3.7593 2020-07-20 20:45:12,199 - mmaction - INFO - Epoch [225][1080/1253] lr: 1.142e-02, eta: 13:05:43, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.6094, top5_acc: 0.8172, loss_cls: 1.6540, loss: 1.6540, grad_norm: 3.8685 2020-07-20 20:45:33,587 - mmaction - INFO - Epoch [225][1100/1253] lr: 1.142e-02, eta: 13:05:19, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.6128, top5_acc: 0.8060, loss_cls: 1.6858, loss: 1.6858, grad_norm: 3.8278 2020-07-20 20:45:54,764 - mmaction - INFO - Epoch [225][1120/1253] lr: 1.142e-02, eta: 13:04:54, time: 1.058, data_time: 0.001, memory: 9059, top1_acc: 0.6094, top5_acc: 0.8138, loss_cls: 1.6650, loss: 1.6650, grad_norm: 3.7969 2020-07-20 20:46:16,153 - mmaction - INFO - Epoch [225][1140/1253] lr: 1.142e-02, eta: 13:04:29, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.6156, top5_acc: 0.8135, loss_cls: 1.6558, loss: 1.6558, grad_norm: 3.8242 2020-07-20 20:46:37,424 - mmaction - INFO - Epoch [225][1160/1253] lr: 1.142e-02, eta: 13:04:05, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6065, top5_acc: 0.8063, loss_cls: 1.6844, loss: 1.6844, grad_norm: 3.8920 2020-07-20 20:46:58,789 - mmaction - INFO - Epoch [225][1180/1253] lr: 1.142e-02, eta: 13:03:40, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6227, top5_acc: 0.8216, loss_cls: 1.6004, loss: 1.6004, grad_norm: 3.7875 2020-07-20 20:47:20,345 - mmaction - INFO - Epoch [225][1200/1253] lr: 1.142e-02, eta: 13:03:15, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.6018, top5_acc: 0.8091, loss_cls: 1.7073, loss: 1.7073, grad_norm: 3.9079 2020-07-20 20:47:41,894 - mmaction - INFO - Epoch [225][1220/1253] lr: 1.142e-02, eta: 13:02:51, time: 1.078, data_time: 0.003, memory: 9059, top1_acc: 0.6091, top5_acc: 0.8143, loss_cls: 1.6342, loss: 1.6342, grad_norm: 3.8646 2020-07-20 20:48:03,300 - mmaction - INFO - Epoch [225][1240/1253] lr: 1.142e-02, eta: 13:02:26, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.6201, top5_acc: 0.8195, loss_cls: 1.6037, loss: 1.6037, grad_norm: 3.9255 2020-07-20 20:52:48,800 - mmaction - INFO - Epoch [226][20/1253] lr: 1.072e-02, eta: 13:02:26, time: 12.967, data_time: 11.770, memory: 9059, top1_acc: 0.6029, top5_acc: 0.8065, loss_cls: 1.7095, loss: 1.7095, grad_norm: 3.8827 2020-07-20 20:53:10,324 - mmaction - INFO - Epoch [226][40/1253] lr: 1.072e-02, eta: 13:02:02, time: 1.077, data_time: 0.003, memory: 9059, top1_acc: 0.6117, top5_acc: 0.8115, loss_cls: 1.6478, loss: 1.6478, grad_norm: 3.9271 2020-07-20 20:53:31,847 - mmaction - INFO - Epoch [226][60/1253] lr: 1.072e-02, eta: 13:01:37, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.6247, top5_acc: 0.8297, loss_cls: 1.5687, loss: 1.5687, grad_norm: 3.8187 2020-07-20 20:53:54,088 - mmaction - INFO - Epoch [226][80/1253] lr: 1.072e-02, eta: 13:01:12, time: 1.113, data_time: 0.003, memory: 9059, top1_acc: 0.6245, top5_acc: 0.8219, loss_cls: 1.6020, loss: 1.6020, grad_norm: 3.8032 2020-07-20 20:54:15,453 - mmaction - INFO - Epoch [226][100/1253] lr: 1.072e-02, eta: 13:00:48, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.6167, top5_acc: 0.8221, loss_cls: 1.6042, loss: 1.6042, grad_norm: 3.8677 2020-07-20 20:54:36,950 - mmaction - INFO - Epoch [226][120/1253] lr: 1.072e-02, eta: 13:00:23, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.6180, top5_acc: 0.8161, loss_cls: 1.6236, loss: 1.6236, grad_norm: 3.8639 2020-07-20 20:54:58,272 - mmaction - INFO - Epoch [226][140/1253] lr: 1.072e-02, eta: 12:59:58, time: 1.067, data_time: 0.004, memory: 9059, top1_acc: 0.6313, top5_acc: 0.8307, loss_cls: 1.5933, loss: 1.5933, grad_norm: 3.8692 2020-07-20 20:55:19,462 - mmaction - INFO - Epoch [226][160/1253] lr: 1.072e-02, eta: 12:59:34, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.6086, top5_acc: 0.8159, loss_cls: 1.6433, loss: 1.6433, grad_norm: 3.9095 2020-07-20 20:55:40,788 - mmaction - INFO - Epoch [226][180/1253] lr: 1.072e-02, eta: 12:59:09, time: 1.067, data_time: 0.005, memory: 9059, top1_acc: 0.6068, top5_acc: 0.8148, loss_cls: 1.6536, loss: 1.6536, grad_norm: 3.8723 2020-07-20 20:56:02,154 - mmaction - INFO - Epoch [226][200/1253] lr: 1.072e-02, eta: 12:58:44, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.6297, top5_acc: 0.8232, loss_cls: 1.5781, loss: 1.5781, grad_norm: 3.6992 2020-07-20 20:56:24,575 - mmaction - INFO - Epoch [226][220/1253] lr: 1.072e-02, eta: 12:58:20, time: 1.121, data_time: 0.011, memory: 9059, top1_acc: 0.6339, top5_acc: 0.8258, loss_cls: 1.5752, loss: 1.5752, grad_norm: 3.7477 2020-07-20 20:56:47,101 - mmaction - INFO - Epoch [226][240/1253] lr: 1.072e-02, eta: 12:57:55, time: 1.127, data_time: 0.018, memory: 9059, top1_acc: 0.6190, top5_acc: 0.8219, loss_cls: 1.6051, loss: 1.6051, grad_norm: 3.8427 2020-07-20 20:57:09,074 - mmaction - INFO - Epoch [226][260/1253] lr: 1.072e-02, eta: 12:57:31, time: 1.099, data_time: 0.012, memory: 9059, top1_acc: 0.6247, top5_acc: 0.8286, loss_cls: 1.5664, loss: 1.5664, grad_norm: 3.8559 2020-07-20 20:57:30,277 - mmaction - INFO - Epoch [226][280/1253] lr: 1.072e-02, eta: 12:57:06, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.6305, top5_acc: 0.8240, loss_cls: 1.6000, loss: 1.6000, grad_norm: 3.8949 2020-07-20 20:57:51,774 - mmaction - INFO - Epoch [226][300/1253] lr: 1.072e-02, eta: 12:56:41, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.6112, top5_acc: 0.8125, loss_cls: 1.6481, loss: 1.6481, grad_norm: 3.9553 2020-07-20 20:58:12,974 - mmaction - INFO - Epoch [226][320/1253] lr: 1.072e-02, eta: 12:56:17, time: 1.061, data_time: 0.003, memory: 9059, top1_acc: 0.6286, top5_acc: 0.8221, loss_cls: 1.5776, loss: 1.5776, grad_norm: 3.8463 2020-07-20 20:58:34,298 - mmaction - INFO - Epoch [226][340/1253] lr: 1.072e-02, eta: 12:55:52, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6193, top5_acc: 0.8135, loss_cls: 1.6315, loss: 1.6315, grad_norm: 3.8749 2020-07-20 20:58:55,785 - mmaction - INFO - Epoch [226][360/1253] lr: 1.072e-02, eta: 12:55:27, time: 1.074, data_time: 0.001, memory: 9059, top1_acc: 0.6154, top5_acc: 0.8198, loss_cls: 1.6457, loss: 1.6457, grad_norm: 3.9018 2020-07-20 20:59:17,536 - mmaction - INFO - Epoch [226][380/1253] lr: 1.072e-02, eta: 12:55:03, time: 1.082, data_time: 0.001, memory: 9059, top1_acc: 0.6203, top5_acc: 0.8266, loss_cls: 1.5906, loss: 1.5906, grad_norm: 3.8194 2020-07-20 20:59:40,195 - mmaction - INFO - Epoch [226][400/1253] lr: 1.072e-02, eta: 12:54:38, time: 1.138, data_time: 0.024, memory: 9059, top1_acc: 0.6294, top5_acc: 0.8211, loss_cls: 1.5866, loss: 1.5866, grad_norm: 3.7499 2020-07-20 21:00:06,081 - mmaction - INFO - Epoch [226][420/1253] lr: 1.072e-02, eta: 12:54:14, time: 1.122, data_time: 0.009, memory: 9059, top1_acc: 0.6164, top5_acc: 0.8188, loss_cls: 1.6487, loss: 1.6487, grad_norm: 3.9217 2020-07-20 21:00:35,041 - mmaction - INFO - Epoch [226][440/1253] lr: 1.072e-02, eta: 12:53:51, time: 1.619, data_time: 0.191, memory: 9059, top1_acc: 0.6112, top5_acc: 0.8099, loss_cls: 1.6727, loss: 1.6727, grad_norm: 3.9184 2020-07-20 21:00:56,271 - mmaction - INFO - Epoch [226][460/1253] lr: 1.072e-02, eta: 12:53:26, time: 1.063, data_time: 0.004, memory: 9059, top1_acc: 0.6078, top5_acc: 0.8083, loss_cls: 1.6935, loss: 1.6935, grad_norm: 3.9437 2020-07-20 21:01:17,468 - mmaction - INFO - Epoch [226][480/1253] lr: 1.072e-02, eta: 12:53:02, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.5904, top5_acc: 0.8036, loss_cls: 1.6997, loss: 1.6997, grad_norm: 3.9598 2020-07-20 21:01:38,785 - mmaction - INFO - Epoch [226][500/1253] lr: 1.072e-02, eta: 12:52:37, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6164, top5_acc: 0.8125, loss_cls: 1.6567, loss: 1.6567, grad_norm: 3.8599 2020-07-20 21:02:00,262 - mmaction - INFO - Epoch [226][520/1253] lr: 1.072e-02, eta: 12:52:12, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.6174, top5_acc: 0.8185, loss_cls: 1.6427, loss: 1.6427, grad_norm: 3.8909 2020-07-20 21:02:21,529 - mmaction - INFO - Epoch [226][540/1253] lr: 1.072e-02, eta: 12:51:47, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6315, top5_acc: 0.8362, loss_cls: 1.5576, loss: 1.5576, grad_norm: 3.8264 2020-07-20 21:02:42,904 - mmaction - INFO - Epoch [226][560/1253] lr: 1.072e-02, eta: 12:51:23, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.6232, top5_acc: 0.8141, loss_cls: 1.6153, loss: 1.6153, grad_norm: 3.8302 2020-07-20 21:03:04,356 - mmaction - INFO - Epoch [226][580/1253] lr: 1.072e-02, eta: 12:50:58, time: 1.073, data_time: 0.003, memory: 9059, top1_acc: 0.6107, top5_acc: 0.8117, loss_cls: 1.6646, loss: 1.6646, grad_norm: 3.8396 2020-07-20 21:03:25,572 - mmaction - INFO - Epoch [226][600/1253] lr: 1.072e-02, eta: 12:50:33, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.6250, top5_acc: 0.8141, loss_cls: 1.6139, loss: 1.6139, grad_norm: 3.8493 2020-07-20 21:03:46,865 - mmaction - INFO - Epoch [226][620/1253] lr: 1.072e-02, eta: 12:50:09, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6130, top5_acc: 0.8203, loss_cls: 1.6199, loss: 1.6199, grad_norm: 3.8766 2020-07-20 21:04:08,210 - mmaction - INFO - Epoch [226][640/1253] lr: 1.072e-02, eta: 12:49:44, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.6135, top5_acc: 0.8219, loss_cls: 1.6215, loss: 1.6215, grad_norm: 3.8746 2020-07-20 21:04:29,725 - mmaction - INFO - Epoch [226][660/1253] lr: 1.072e-02, eta: 12:49:19, time: 1.077, data_time: 0.003, memory: 9059, top1_acc: 0.6193, top5_acc: 0.8143, loss_cls: 1.6304, loss: 1.6304, grad_norm: 3.8771 2020-07-20 21:04:51,167 - mmaction - INFO - Epoch [226][680/1253] lr: 1.072e-02, eta: 12:48:55, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.6125, top5_acc: 0.8182, loss_cls: 1.6268, loss: 1.6268, grad_norm: 3.8814 2020-07-20 21:05:12,466 - mmaction - INFO - Epoch [226][700/1253] lr: 1.072e-02, eta: 12:48:30, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6177, top5_acc: 0.8180, loss_cls: 1.6275, loss: 1.6275, grad_norm: 3.8663 2020-07-20 21:05:33,715 - mmaction - INFO - Epoch [226][720/1253] lr: 1.072e-02, eta: 12:48:05, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6138, top5_acc: 0.8128, loss_cls: 1.6683, loss: 1.6683, grad_norm: 3.8087 2020-07-20 21:05:54,868 - mmaction - INFO - Epoch [226][740/1253] lr: 1.072e-02, eta: 12:47:41, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.6219, top5_acc: 0.8180, loss_cls: 1.6391, loss: 1.6391, grad_norm: 3.8969 2020-07-20 21:06:16,294 - mmaction - INFO - Epoch [226][760/1253] lr: 1.072e-02, eta: 12:47:16, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.6063, top5_acc: 0.8031, loss_cls: 1.6948, loss: 1.6948, grad_norm: 3.9487 2020-07-20 21:06:37,561 - mmaction - INFO - Epoch [226][780/1253] lr: 1.072e-02, eta: 12:46:51, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.6266, top5_acc: 0.8250, loss_cls: 1.5777, loss: 1.5777, grad_norm: 3.8641 2020-07-20 21:06:58,717 - mmaction - INFO - Epoch [226][800/1253] lr: 1.072e-02, eta: 12:46:26, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.6245, top5_acc: 0.8214, loss_cls: 1.6199, loss: 1.6199, grad_norm: 3.9140 2020-07-20 21:07:20,247 - mmaction - INFO - Epoch [226][820/1253] lr: 1.072e-02, eta: 12:46:02, time: 1.077, data_time: 0.006, memory: 9059, top1_acc: 0.6031, top5_acc: 0.8076, loss_cls: 1.6856, loss: 1.6856, grad_norm: 4.0032 2020-07-20 21:07:41,546 - mmaction - INFO - Epoch [226][840/1253] lr: 1.072e-02, eta: 12:45:37, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6109, top5_acc: 0.8185, loss_cls: 1.6488, loss: 1.6488, grad_norm: 3.9002 2020-07-20 21:08:02,976 - mmaction - INFO - Epoch [226][860/1253] lr: 1.072e-02, eta: 12:45:12, time: 1.073, data_time: 0.003, memory: 9059, top1_acc: 0.6185, top5_acc: 0.8237, loss_cls: 1.6169, loss: 1.6169, grad_norm: 3.8591 2020-07-20 21:08:24,411 - mmaction - INFO - Epoch [226][880/1253] lr: 1.072e-02, eta: 12:44:48, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.6146, top5_acc: 0.8135, loss_cls: 1.6175, loss: 1.6175, grad_norm: 3.8027 2020-07-20 21:08:46,290 - mmaction - INFO - Epoch [226][900/1253] lr: 1.072e-02, eta: 12:44:23, time: 1.095, data_time: 0.003, memory: 9059, top1_acc: 0.6203, top5_acc: 0.8245, loss_cls: 1.6181, loss: 1.6181, grad_norm: 3.8013 2020-07-20 21:09:07,652 - mmaction - INFO - Epoch [226][920/1253] lr: 1.072e-02, eta: 12:43:59, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.6232, top5_acc: 0.8206, loss_cls: 1.6292, loss: 1.6292, grad_norm: 3.9218 2020-07-20 21:09:28,985 - mmaction - INFO - Epoch [226][940/1253] lr: 1.072e-02, eta: 12:43:34, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.6094, top5_acc: 0.8154, loss_cls: 1.6471, loss: 1.6471, grad_norm: 3.9787 2020-07-20 21:09:50,352 - mmaction - INFO - Epoch [226][960/1253] lr: 1.072e-02, eta: 12:43:09, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.6117, top5_acc: 0.8174, loss_cls: 1.6648, loss: 1.6648, grad_norm: 3.9638 2020-07-20 21:10:11,594 - mmaction - INFO - Epoch [226][980/1253] lr: 1.072e-02, eta: 12:42:44, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.6234, top5_acc: 0.8203, loss_cls: 1.5986, loss: 1.5986, grad_norm: 3.8563 2020-07-20 21:10:32,879 - mmaction - INFO - Epoch [226][1000/1253] lr: 1.072e-02, eta: 12:42:20, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.6036, top5_acc: 0.8052, loss_cls: 1.6959, loss: 1.6959, grad_norm: 3.9679 2020-07-20 21:10:54,239 - mmaction - INFO - Epoch [226][1020/1253] lr: 1.072e-02, eta: 12:41:55, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.6130, top5_acc: 0.8201, loss_cls: 1.6091, loss: 1.6091, grad_norm: 3.8257 2020-07-20 21:11:15,587 - mmaction - INFO - Epoch [226][1040/1253] lr: 1.072e-02, eta: 12:41:30, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6081, top5_acc: 0.8208, loss_cls: 1.6255, loss: 1.6255, grad_norm: 3.9455 2020-07-20 21:11:37,496 - mmaction - INFO - Epoch [226][1060/1253] lr: 1.072e-02, eta: 12:41:06, time: 1.097, data_time: 0.003, memory: 9059, top1_acc: 0.6216, top5_acc: 0.8224, loss_cls: 1.6270, loss: 1.6270, grad_norm: 3.9097 2020-07-20 21:11:58,776 - mmaction - INFO - Epoch [226][1080/1253] lr: 1.072e-02, eta: 12:40:41, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6117, top5_acc: 0.8159, loss_cls: 1.6260, loss: 1.6260, grad_norm: 3.9844 2020-07-20 21:12:20,357 - mmaction - INFO - Epoch [226][1100/1253] lr: 1.072e-02, eta: 12:40:17, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.6198, top5_acc: 0.8091, loss_cls: 1.6488, loss: 1.6488, grad_norm: 3.8892 2020-07-20 21:12:41,688 - mmaction - INFO - Epoch [226][1120/1253] lr: 1.072e-02, eta: 12:39:52, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.6146, top5_acc: 0.8099, loss_cls: 1.6948, loss: 1.6948, grad_norm: 3.9786 2020-07-20 21:13:03,054 - mmaction - INFO - Epoch [226][1140/1253] lr: 1.072e-02, eta: 12:39:27, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6253, top5_acc: 0.8255, loss_cls: 1.5859, loss: 1.5859, grad_norm: 3.8450 2020-07-20 21:13:24,441 - mmaction - INFO - Epoch [226][1160/1253] lr: 1.072e-02, eta: 12:39:03, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.6076, top5_acc: 0.8130, loss_cls: 1.6570, loss: 1.6570, grad_norm: 3.9212 2020-07-20 21:13:45,618 - mmaction - INFO - Epoch [226][1180/1253] lr: 1.072e-02, eta: 12:38:38, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.6070, top5_acc: 0.8031, loss_cls: 1.6615, loss: 1.6615, grad_norm: 3.9240 2020-07-20 21:14:07,074 - mmaction - INFO - Epoch [226][1200/1253] lr: 1.072e-02, eta: 12:38:13, time: 1.073, data_time: 0.003, memory: 9059, top1_acc: 0.6086, top5_acc: 0.8138, loss_cls: 1.6282, loss: 1.6282, grad_norm: 3.9393 2020-07-20 21:14:28,378 - mmaction - INFO - Epoch [226][1220/1253] lr: 1.072e-02, eta: 12:37:49, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6177, top5_acc: 0.8234, loss_cls: 1.6022, loss: 1.6022, grad_norm: 3.8643 2020-07-20 21:14:49,784 - mmaction - INFO - Epoch [226][1240/1253] lr: 1.072e-02, eta: 12:37:24, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.6073, top5_acc: 0.8120, loss_cls: 1.6400, loss: 1.6400, grad_norm: 3.9701 2020-07-20 21:18:50,736 - mmaction - INFO - Epoch [227][20/1253] lr: 1.005e-02, eta: 12:37:15, time: 10.780, data_time: 9.352, memory: 9059, top1_acc: 0.6122, top5_acc: 0.8224, loss_cls: 1.6166, loss: 1.6166, grad_norm: 3.8478 2020-07-20 21:19:13,400 - mmaction - INFO - Epoch [227][40/1253] lr: 1.005e-02, eta: 12:36:51, time: 1.133, data_time: 0.004, memory: 9059, top1_acc: 0.6349, top5_acc: 0.8349, loss_cls: 1.5290, loss: 1.5290, grad_norm: 3.7637 2020-07-20 21:19:34,960 - mmaction - INFO - Epoch [227][60/1253] lr: 1.005e-02, eta: 12:36:26, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.6135, top5_acc: 0.8141, loss_cls: 1.6264, loss: 1.6264, grad_norm: 3.9539 2020-07-20 21:19:56,787 - mmaction - INFO - Epoch [227][80/1253] lr: 1.005e-02, eta: 12:36:01, time: 1.092, data_time: 0.002, memory: 9059, top1_acc: 0.6284, top5_acc: 0.8266, loss_cls: 1.6006, loss: 1.6006, grad_norm: 3.8644 2020-07-20 21:20:18,030 - mmaction - INFO - Epoch [227][100/1253] lr: 1.005e-02, eta: 12:35:37, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.6146, top5_acc: 0.8201, loss_cls: 1.6266, loss: 1.6266, grad_norm: 3.8781 2020-07-20 21:20:39,404 - mmaction - INFO - Epoch [227][120/1253] lr: 1.005e-02, eta: 12:35:12, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.6268, top5_acc: 0.8234, loss_cls: 1.5987, loss: 1.5987, grad_norm: 3.7892 2020-07-20 21:21:00,726 - mmaction - INFO - Epoch [227][140/1253] lr: 1.005e-02, eta: 12:34:47, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6258, top5_acc: 0.8359, loss_cls: 1.5463, loss: 1.5463, grad_norm: 3.7942 2020-07-20 21:21:22,065 - mmaction - INFO - Epoch [227][160/1253] lr: 1.005e-02, eta: 12:34:22, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.6169, top5_acc: 0.8169, loss_cls: 1.6431, loss: 1.6431, grad_norm: 3.9314 2020-07-20 21:21:43,331 - mmaction - INFO - Epoch [227][180/1253] lr: 1.005e-02, eta: 12:33:58, time: 1.064, data_time: 0.005, memory: 9059, top1_acc: 0.6367, top5_acc: 0.8281, loss_cls: 1.5814, loss: 1.5814, grad_norm: 3.8332 2020-07-20 21:22:04,688 - mmaction - INFO - Epoch [227][200/1253] lr: 1.005e-02, eta: 12:33:33, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.6326, top5_acc: 0.8250, loss_cls: 1.5794, loss: 1.5794, grad_norm: 3.8645 2020-07-20 21:22:26,049 - mmaction - INFO - Epoch [227][220/1253] lr: 1.005e-02, eta: 12:33:08, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6156, top5_acc: 0.8190, loss_cls: 1.6048, loss: 1.6048, grad_norm: 3.8932 2020-07-20 21:22:47,314 - mmaction - INFO - Epoch [227][240/1253] lr: 1.005e-02, eta: 12:32:44, time: 1.066, data_time: 0.004, memory: 9059, top1_acc: 0.6302, top5_acc: 0.8281, loss_cls: 1.5724, loss: 1.5724, grad_norm: 3.9487 2020-07-20 21:23:08,786 - mmaction - INFO - Epoch [227][260/1253] lr: 1.005e-02, eta: 12:32:19, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.6250, top5_acc: 0.8221, loss_cls: 1.6089, loss: 1.6089, grad_norm: 3.9234 2020-07-20 21:23:30,192 - mmaction - INFO - Epoch [227][280/1253] lr: 1.005e-02, eta: 12:31:54, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.6138, top5_acc: 0.8164, loss_cls: 1.6310, loss: 1.6310, grad_norm: 3.9121 2020-07-20 21:23:51,417 - mmaction - INFO - Epoch [227][300/1253] lr: 1.005e-02, eta: 12:31:30, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.6294, top5_acc: 0.8180, loss_cls: 1.6065, loss: 1.6065, grad_norm: 4.0149 2020-07-20 21:24:12,947 - mmaction - INFO - Epoch [227][320/1253] lr: 1.005e-02, eta: 12:31:05, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.6214, top5_acc: 0.8208, loss_cls: 1.6057, loss: 1.6057, grad_norm: 3.9570 2020-07-20 21:24:34,410 - mmaction - INFO - Epoch [227][340/1253] lr: 1.005e-02, eta: 12:30:40, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.6208, top5_acc: 0.8224, loss_cls: 1.6016, loss: 1.6016, grad_norm: 3.9097 2020-07-20 21:24:55,803 - mmaction - INFO - Epoch [227][360/1253] lr: 1.005e-02, eta: 12:30:16, time: 1.071, data_time: 0.003, memory: 9059, top1_acc: 0.6247, top5_acc: 0.8208, loss_cls: 1.6020, loss: 1.6020, grad_norm: 3.9296 2020-07-20 21:25:17,420 - mmaction - INFO - Epoch [227][380/1253] lr: 1.005e-02, eta: 12:29:51, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.6224, top5_acc: 0.8169, loss_cls: 1.6155, loss: 1.6155, grad_norm: 3.9393 2020-07-20 21:25:38,587 - mmaction - INFO - Epoch [227][400/1253] lr: 1.005e-02, eta: 12:29:26, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.6203, top5_acc: 0.8125, loss_cls: 1.6218, loss: 1.6218, grad_norm: 3.8145 2020-07-20 21:25:59,889 - mmaction - INFO - Epoch [227][420/1253] lr: 1.005e-02, eta: 12:29:02, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6167, top5_acc: 0.8107, loss_cls: 1.6301, loss: 1.6301, grad_norm: 3.8966 2020-07-20 21:26:21,394 - mmaction - INFO - Epoch [227][440/1253] lr: 1.005e-02, eta: 12:28:37, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.6273, top5_acc: 0.8214, loss_cls: 1.6027, loss: 1.6027, grad_norm: 3.9351 2020-07-20 21:26:42,932 - mmaction - INFO - Epoch [227][460/1253] lr: 1.005e-02, eta: 12:28:12, time: 1.079, data_time: 0.004, memory: 9059, top1_acc: 0.6185, top5_acc: 0.8211, loss_cls: 1.6154, loss: 1.6154, grad_norm: 3.9549 2020-07-20 21:27:04,242 - mmaction - INFO - Epoch [227][480/1253] lr: 1.005e-02, eta: 12:27:48, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6331, top5_acc: 0.8177, loss_cls: 1.5790, loss: 1.5790, grad_norm: 3.9217 2020-07-20 21:27:25,532 - mmaction - INFO - Epoch [227][500/1253] lr: 1.005e-02, eta: 12:27:23, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6232, top5_acc: 0.8276, loss_cls: 1.5710, loss: 1.5710, grad_norm: 3.9367 2020-07-20 21:27:46,866 - mmaction - INFO - Epoch [227][520/1253] lr: 1.005e-02, eta: 12:26:58, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6221, top5_acc: 0.8284, loss_cls: 1.6017, loss: 1.6017, grad_norm: 3.9553 2020-07-20 21:28:08,291 - mmaction - INFO - Epoch [227][540/1253] lr: 1.005e-02, eta: 12:26:34, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.6237, top5_acc: 0.8219, loss_cls: 1.6011, loss: 1.6011, grad_norm: 3.9145 2020-07-20 21:28:29,491 - mmaction - INFO - Epoch [227][560/1253] lr: 1.005e-02, eta: 12:26:09, time: 1.061, data_time: 0.003, memory: 9059, top1_acc: 0.6206, top5_acc: 0.8138, loss_cls: 1.6548, loss: 1.6548, grad_norm: 3.9524 2020-07-20 21:28:51,833 - mmaction - INFO - Epoch [227][580/1253] lr: 1.005e-02, eta: 12:25:44, time: 1.109, data_time: 0.002, memory: 9059, top1_acc: 0.6266, top5_acc: 0.8276, loss_cls: 1.5686, loss: 1.5686, grad_norm: 3.9392 2020-07-20 21:29:14,087 - mmaction - INFO - Epoch [227][600/1253] lr: 1.005e-02, eta: 12:25:20, time: 1.120, data_time: 0.017, memory: 9059, top1_acc: 0.6284, top5_acc: 0.8286, loss_cls: 1.5900, loss: 1.5900, grad_norm: 3.9161 2020-07-20 21:29:35,492 - mmaction - INFO - Epoch [227][620/1253] lr: 1.005e-02, eta: 12:24:55, time: 1.070, data_time: 0.007, memory: 9059, top1_acc: 0.6156, top5_acc: 0.8188, loss_cls: 1.6176, loss: 1.6176, grad_norm: 3.9411 2020-07-20 21:29:56,773 - mmaction - INFO - Epoch [227][640/1253] lr: 1.005e-02, eta: 12:24:31, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.6161, top5_acc: 0.8154, loss_cls: 1.6384, loss: 1.6384, grad_norm: 4.0216 2020-07-20 21:30:19,132 - mmaction - INFO - Epoch [227][660/1253] lr: 1.005e-02, eta: 12:24:06, time: 1.110, data_time: 0.002, memory: 9059, top1_acc: 0.6151, top5_acc: 0.8130, loss_cls: 1.6558, loss: 1.6558, grad_norm: 3.9679 2020-07-20 21:30:40,712 - mmaction - INFO - Epoch [227][680/1253] lr: 1.005e-02, eta: 12:23:42, time: 1.087, data_time: 0.010, memory: 9059, top1_acc: 0.6107, top5_acc: 0.8148, loss_cls: 1.6429, loss: 1.6429, grad_norm: 3.9840 2020-07-20 21:31:01,919 - mmaction - INFO - Epoch [227][700/1253] lr: 1.005e-02, eta: 12:23:17, time: 1.059, data_time: 0.001, memory: 9059, top1_acc: 0.6229, top5_acc: 0.8302, loss_cls: 1.5877, loss: 1.5877, grad_norm: 3.9147 2020-07-20 21:31:23,172 - mmaction - INFO - Epoch [227][720/1253] lr: 1.005e-02, eta: 12:22:52, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.6281, top5_acc: 0.8214, loss_cls: 1.5809, loss: 1.5809, grad_norm: 3.8802 2020-07-20 21:31:44,512 - mmaction - INFO - Epoch [227][740/1253] lr: 1.005e-02, eta: 12:22:28, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6195, top5_acc: 0.8221, loss_cls: 1.6212, loss: 1.6212, grad_norm: 3.9611 2020-07-20 21:32:05,872 - mmaction - INFO - Epoch [227][760/1253] lr: 1.005e-02, eta: 12:22:03, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6292, top5_acc: 0.8221, loss_cls: 1.5890, loss: 1.5890, grad_norm: 3.9622 2020-07-20 21:32:27,177 - mmaction - INFO - Epoch [227][780/1253] lr: 1.005e-02, eta: 12:21:38, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6294, top5_acc: 0.8208, loss_cls: 1.5945, loss: 1.5945, grad_norm: 3.8935 2020-07-20 21:32:48,607 - mmaction - INFO - Epoch [227][800/1253] lr: 1.005e-02, eta: 12:21:14, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.6148, top5_acc: 0.8174, loss_cls: 1.6301, loss: 1.6301, grad_norm: 3.9216 2020-07-20 21:33:09,906 - mmaction - INFO - Epoch [227][820/1253] lr: 1.005e-02, eta: 12:20:49, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6219, top5_acc: 0.8237, loss_cls: 1.5930, loss: 1.5930, grad_norm: 3.9252 2020-07-20 21:33:31,290 - mmaction - INFO - Epoch [227][840/1253] lr: 1.005e-02, eta: 12:20:24, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.6271, top5_acc: 0.8253, loss_cls: 1.5849, loss: 1.5849, grad_norm: 3.9017 2020-07-20 21:33:52,622 - mmaction - INFO - Epoch [227][860/1253] lr: 1.005e-02, eta: 12:20:00, time: 1.069, data_time: 0.004, memory: 9059, top1_acc: 0.6271, top5_acc: 0.8260, loss_cls: 1.5839, loss: 1.5839, grad_norm: 3.9516 2020-07-20 21:34:13,989 - mmaction - INFO - Epoch [227][880/1253] lr: 1.005e-02, eta: 12:19:35, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.6151, top5_acc: 0.8091, loss_cls: 1.6407, loss: 1.6407, grad_norm: 3.9501 2020-07-20 21:34:36,235 - mmaction - INFO - Epoch [227][900/1253] lr: 1.005e-02, eta: 12:19:10, time: 1.111, data_time: 0.002, memory: 9059, top1_acc: 0.6237, top5_acc: 0.8232, loss_cls: 1.5624, loss: 1.5624, grad_norm: 3.8684 2020-07-20 21:34:58,449 - mmaction - INFO - Epoch [227][920/1253] lr: 1.005e-02, eta: 12:18:46, time: 1.112, data_time: 0.009, memory: 9059, top1_acc: 0.6206, top5_acc: 0.8159, loss_cls: 1.6413, loss: 1.6413, grad_norm: 4.0015 2020-07-20 21:35:20,804 - mmaction - INFO - Epoch [227][940/1253] lr: 1.005e-02, eta: 12:18:21, time: 1.117, data_time: 0.015, memory: 9059, top1_acc: 0.6146, top5_acc: 0.8151, loss_cls: 1.6427, loss: 1.6427, grad_norm: 4.0133 2020-07-20 21:35:41,984 - mmaction - INFO - Epoch [227][960/1253] lr: 1.005e-02, eta: 12:17:57, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.6060, top5_acc: 0.8115, loss_cls: 1.6746, loss: 1.6746, grad_norm: 4.0529 2020-07-20 21:36:03,251 - mmaction - INFO - Epoch [227][980/1253] lr: 1.005e-02, eta: 12:17:32, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6146, top5_acc: 0.8177, loss_cls: 1.6214, loss: 1.6214, grad_norm: 3.9656 2020-07-20 21:36:24,696 - mmaction - INFO - Epoch [227][1000/1253] lr: 1.005e-02, eta: 12:17:07, time: 1.072, data_time: 0.001, memory: 9059, top1_acc: 0.6146, top5_acc: 0.8221, loss_cls: 1.6188, loss: 1.6188, grad_norm: 3.9210 2020-07-20 21:36:46,042 - mmaction - INFO - Epoch [227][1020/1253] lr: 1.005e-02, eta: 12:16:43, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6143, top5_acc: 0.8182, loss_cls: 1.6230, loss: 1.6230, grad_norm: 3.9841 2020-07-20 21:37:07,395 - mmaction - INFO - Epoch [227][1040/1253] lr: 1.005e-02, eta: 12:16:18, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6318, top5_acc: 0.8313, loss_cls: 1.5692, loss: 1.5692, grad_norm: 3.9128 2020-07-20 21:37:28,542 - mmaction - INFO - Epoch [227][1060/1253] lr: 1.005e-02, eta: 12:15:53, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.6156, top5_acc: 0.8172, loss_cls: 1.6257, loss: 1.6257, grad_norm: 4.0460 2020-07-20 21:37:50,543 - mmaction - INFO - Epoch [227][1080/1253] lr: 1.005e-02, eta: 12:15:29, time: 1.102, data_time: 0.003, memory: 9059, top1_acc: 0.6081, top5_acc: 0.8104, loss_cls: 1.6499, loss: 1.6499, grad_norm: 3.9597 2020-07-20 21:38:11,780 - mmaction - INFO - Epoch [227][1100/1253] lr: 1.005e-02, eta: 12:15:04, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.6224, top5_acc: 0.8135, loss_cls: 1.6341, loss: 1.6341, grad_norm: 3.8997 2020-07-20 21:38:33,001 - mmaction - INFO - Epoch [227][1120/1253] lr: 1.005e-02, eta: 12:14:39, time: 1.061, data_time: 0.003, memory: 9059, top1_acc: 0.6234, top5_acc: 0.8159, loss_cls: 1.6236, loss: 1.6236, grad_norm: 3.9676 2020-07-20 21:38:54,399 - mmaction - INFO - Epoch [227][1140/1253] lr: 1.005e-02, eta: 12:14:15, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.6214, top5_acc: 0.8232, loss_cls: 1.5935, loss: 1.5935, grad_norm: 3.9775 2020-07-20 21:39:15,650 - mmaction - INFO - Epoch [227][1160/1253] lr: 1.005e-02, eta: 12:13:50, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6125, top5_acc: 0.8141, loss_cls: 1.6243, loss: 1.6243, grad_norm: 4.0500 2020-07-20 21:39:37,890 - mmaction - INFO - Epoch [227][1180/1253] lr: 1.005e-02, eta: 12:13:26, time: 1.112, data_time: 0.002, memory: 9059, top1_acc: 0.6305, top5_acc: 0.8286, loss_cls: 1.5931, loss: 1.5931, grad_norm: 4.0375 2020-07-20 21:40:00,466 - mmaction - INFO - Epoch [227][1200/1253] lr: 1.005e-02, eta: 12:13:01, time: 1.128, data_time: 0.007, memory: 9059, top1_acc: 0.6128, top5_acc: 0.8180, loss_cls: 1.6268, loss: 1.6268, grad_norm: 4.0106 2020-07-20 21:40:22,576 - mmaction - INFO - Epoch [227][1220/1253] lr: 1.005e-02, eta: 12:12:37, time: 1.105, data_time: 0.011, memory: 9059, top1_acc: 0.6115, top5_acc: 0.8141, loss_cls: 1.6316, loss: 1.6316, grad_norm: 4.0272 2020-07-20 21:40:43,786 - mmaction - INFO - Epoch [227][1240/1253] lr: 1.005e-02, eta: 12:12:12, time: 1.061, data_time: 0.003, memory: 9059, top1_acc: 0.6273, top5_acc: 0.8247, loss_cls: 1.5778, loss: 1.5778, grad_norm: 3.8529 2020-07-20 21:44:07,526 - mmaction - INFO - Epoch [228][20/1253] lr: 9.399e-03, eta: 12:11:56, time: 9.138, data_time: 7.943, memory: 9059, top1_acc: 0.6172, top5_acc: 0.8073, loss_cls: 1.6633, loss: 1.6633, grad_norm: 3.9183 2020-07-20 21:44:28,882 - mmaction - INFO - Epoch [228][40/1253] lr: 9.399e-03, eta: 12:11:32, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6174, top5_acc: 0.8227, loss_cls: 1.6201, loss: 1.6201, grad_norm: 3.9080 2020-07-20 21:44:50,137 - mmaction - INFO - Epoch [228][60/1253] lr: 9.399e-03, eta: 12:11:07, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6154, top5_acc: 0.8258, loss_cls: 1.6233, loss: 1.6233, grad_norm: 4.0215 2020-07-20 21:45:11,399 - mmaction - INFO - Epoch [228][80/1253] lr: 9.399e-03, eta: 12:10:42, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.6260, top5_acc: 0.8161, loss_cls: 1.5795, loss: 1.5795, grad_norm: 4.0693 2020-07-20 21:45:33,806 - mmaction - INFO - Epoch [228][100/1253] lr: 9.399e-03, eta: 12:10:18, time: 1.120, data_time: 0.014, memory: 9059, top1_acc: 0.6151, top5_acc: 0.8167, loss_cls: 1.6263, loss: 1.6263, grad_norm: 4.0335 2020-07-20 21:45:55,451 - mmaction - INFO - Epoch [228][120/1253] lr: 9.399e-03, eta: 12:09:53, time: 1.082, data_time: 0.007, memory: 9059, top1_acc: 0.6250, top5_acc: 0.8232, loss_cls: 1.5991, loss: 1.5991, grad_norm: 3.8910 2020-07-20 21:46:17,445 - mmaction - INFO - Epoch [228][140/1253] lr: 9.399e-03, eta: 12:09:29, time: 1.101, data_time: 0.012, memory: 9059, top1_acc: 0.6346, top5_acc: 0.8273, loss_cls: 1.5633, loss: 1.5633, grad_norm: 3.8295 2020-07-20 21:46:38,716 - mmaction - INFO - Epoch [228][160/1253] lr: 9.399e-03, eta: 12:09:04, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.6375, top5_acc: 0.8258, loss_cls: 1.5440, loss: 1.5440, grad_norm: 3.9038 2020-07-20 21:47:00,333 - mmaction - INFO - Epoch [228][180/1253] lr: 9.399e-03, eta: 12:08:39, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.6263, top5_acc: 0.8313, loss_cls: 1.5397, loss: 1.5397, grad_norm: 3.9593 2020-07-20 21:47:21,579 - mmaction - INFO - Epoch [228][200/1253] lr: 9.399e-03, eta: 12:08:15, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.6375, top5_acc: 0.8273, loss_cls: 1.5746, loss: 1.5746, grad_norm: 3.9697 2020-07-20 21:47:43,088 - mmaction - INFO - Epoch [228][220/1253] lr: 9.399e-03, eta: 12:07:50, time: 1.078, data_time: 0.005, memory: 9059, top1_acc: 0.6398, top5_acc: 0.8305, loss_cls: 1.5620, loss: 1.5620, grad_norm: 3.9685 2020-07-20 21:48:04,389 - mmaction - INFO - Epoch [228][240/1253] lr: 9.399e-03, eta: 12:07:25, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6198, top5_acc: 0.8227, loss_cls: 1.5798, loss: 1.5798, grad_norm: 4.0395 2020-07-20 21:48:25,663 - mmaction - INFO - Epoch [228][260/1253] lr: 9.399e-03, eta: 12:07:01, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.6305, top5_acc: 0.8227, loss_cls: 1.5958, loss: 1.5958, grad_norm: 3.9816 2020-07-20 21:48:46,851 - mmaction - INFO - Epoch [228][280/1253] lr: 9.399e-03, eta: 12:06:36, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.6279, top5_acc: 0.8289, loss_cls: 1.5537, loss: 1.5537, grad_norm: 3.9107 2020-07-20 21:49:08,283 - mmaction - INFO - Epoch [228][300/1253] lr: 9.399e-03, eta: 12:06:11, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.6198, top5_acc: 0.8240, loss_cls: 1.6249, loss: 1.6249, grad_norm: 4.0411 2020-07-20 21:49:29,642 - mmaction - INFO - Epoch [228][320/1253] lr: 9.399e-03, eta: 12:05:47, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.6339, top5_acc: 0.8203, loss_cls: 1.5937, loss: 1.5937, grad_norm: 3.9575 2020-07-20 21:49:51,175 - mmaction - INFO - Epoch [228][340/1253] lr: 9.399e-03, eta: 12:05:22, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.6318, top5_acc: 0.8216, loss_cls: 1.5816, loss: 1.5816, grad_norm: 3.9848 2020-07-20 21:50:13,015 - mmaction - INFO - Epoch [228][360/1253] lr: 9.399e-03, eta: 12:04:58, time: 1.092, data_time: 0.002, memory: 9059, top1_acc: 0.6208, top5_acc: 0.8310, loss_cls: 1.5723, loss: 1.5723, grad_norm: 3.9365 2020-07-20 21:50:34,333 - mmaction - INFO - Epoch [228][380/1253] lr: 9.399e-03, eta: 12:04:33, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6276, top5_acc: 0.8229, loss_cls: 1.5897, loss: 1.5897, grad_norm: 4.0190 2020-07-20 21:50:56,013 - mmaction - INFO - Epoch [228][400/1253] lr: 9.399e-03, eta: 12:04:08, time: 1.084, data_time: 0.002, memory: 9059, top1_acc: 0.6372, top5_acc: 0.8336, loss_cls: 1.5548, loss: 1.5548, grad_norm: 3.9162 2020-07-20 21:51:17,153 - mmaction - INFO - Epoch [228][420/1253] lr: 9.399e-03, eta: 12:03:44, time: 1.059, data_time: 0.003, memory: 9059, top1_acc: 0.6091, top5_acc: 0.8161, loss_cls: 1.6624, loss: 1.6624, grad_norm: 4.0808 2020-07-20 21:51:38,659 - mmaction - INFO - Epoch [228][440/1253] lr: 9.399e-03, eta: 12:03:19, time: 1.074, data_time: 0.001, memory: 9059, top1_acc: 0.6180, top5_acc: 0.8247, loss_cls: 1.6078, loss: 1.6078, grad_norm: 3.9795 2020-07-20 21:51:59,892 - mmaction - INFO - Epoch [228][460/1253] lr: 9.399e-03, eta: 12:02:54, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.6365, top5_acc: 0.8201, loss_cls: 1.5879, loss: 1.5879, grad_norm: 4.0110 2020-07-20 21:52:21,707 - mmaction - INFO - Epoch [228][480/1253] lr: 9.399e-03, eta: 12:02:30, time: 1.091, data_time: 0.003, memory: 9059, top1_acc: 0.6279, top5_acc: 0.8224, loss_cls: 1.5945, loss: 1.5945, grad_norm: 4.0575 2020-07-20 21:52:43,023 - mmaction - INFO - Epoch [228][500/1253] lr: 9.399e-03, eta: 12:02:05, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6216, top5_acc: 0.8237, loss_cls: 1.5840, loss: 1.5840, grad_norm: 3.9544 2020-07-20 21:53:04,429 - mmaction - INFO - Epoch [228][520/1253] lr: 9.399e-03, eta: 12:01:40, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.6206, top5_acc: 0.8253, loss_cls: 1.5980, loss: 1.5980, grad_norm: 3.9259 2020-07-20 21:53:25,920 - mmaction - INFO - Epoch [228][540/1253] lr: 9.399e-03, eta: 12:01:16, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.6302, top5_acc: 0.8292, loss_cls: 1.5734, loss: 1.5734, grad_norm: 3.9047 2020-07-20 21:53:47,591 - mmaction - INFO - Epoch [228][560/1253] lr: 9.399e-03, eta: 12:00:51, time: 1.085, data_time: 0.003, memory: 9059, top1_acc: 0.6263, top5_acc: 0.8250, loss_cls: 1.5739, loss: 1.5739, grad_norm: 3.9208 2020-07-20 21:54:09,268 - mmaction - INFO - Epoch [228][580/1253] lr: 9.399e-03, eta: 12:00:27, time: 1.083, data_time: 0.001, memory: 9059, top1_acc: 0.6268, top5_acc: 0.8320, loss_cls: 1.5538, loss: 1.5538, grad_norm: 3.9026 2020-07-20 21:54:30,610 - mmaction - INFO - Epoch [228][600/1253] lr: 9.399e-03, eta: 12:00:02, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6201, top5_acc: 0.8141, loss_cls: 1.6040, loss: 1.6040, grad_norm: 3.9665 2020-07-20 21:54:51,923 - mmaction - INFO - Epoch [228][620/1253] lr: 9.399e-03, eta: 11:59:37, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6297, top5_acc: 0.8336, loss_cls: 1.5248, loss: 1.5248, grad_norm: 3.9558 2020-07-20 21:55:13,183 - mmaction - INFO - Epoch [228][640/1253] lr: 9.399e-03, eta: 11:59:13, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6221, top5_acc: 0.8258, loss_cls: 1.5941, loss: 1.5941, grad_norm: 4.0707 2020-07-20 21:55:34,652 - mmaction - INFO - Epoch [228][660/1253] lr: 9.399e-03, eta: 11:58:48, time: 1.073, data_time: 0.001, memory: 9059, top1_acc: 0.6333, top5_acc: 0.8169, loss_cls: 1.5973, loss: 1.5973, grad_norm: 3.9692 2020-07-20 21:55:56,078 - mmaction - INFO - Epoch [228][680/1253] lr: 9.399e-03, eta: 11:58:23, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.6378, top5_acc: 0.8315, loss_cls: 1.5372, loss: 1.5372, grad_norm: 3.9066 2020-07-20 21:56:17,387 - mmaction - INFO - Epoch [228][700/1253] lr: 9.399e-03, eta: 11:57:59, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6104, top5_acc: 0.8167, loss_cls: 1.6595, loss: 1.6595, grad_norm: 4.0861 2020-07-20 21:56:38,705 - mmaction - INFO - Epoch [228][720/1253] lr: 9.399e-03, eta: 11:57:34, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.6268, top5_acc: 0.8276, loss_cls: 1.5743, loss: 1.5743, grad_norm: 3.8422 2020-07-20 21:56:59,894 - mmaction - INFO - Epoch [228][740/1253] lr: 9.399e-03, eta: 11:57:09, time: 1.059, data_time: 0.001, memory: 9059, top1_acc: 0.6172, top5_acc: 0.8143, loss_cls: 1.6203, loss: 1.6203, grad_norm: 4.0260 2020-07-20 21:57:21,481 - mmaction - INFO - Epoch [228][760/1253] lr: 9.399e-03, eta: 11:56:45, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.6156, top5_acc: 0.8182, loss_cls: 1.6465, loss: 1.6465, grad_norm: 4.0368 2020-07-20 21:57:42,869 - mmaction - INFO - Epoch [228][780/1253] lr: 9.399e-03, eta: 11:56:20, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.6206, top5_acc: 0.8294, loss_cls: 1.6165, loss: 1.6165, grad_norm: 4.0311 2020-07-20 21:58:04,570 - mmaction - INFO - Epoch [228][800/1253] lr: 9.399e-03, eta: 11:55:56, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.6271, top5_acc: 0.8292, loss_cls: 1.5881, loss: 1.5881, grad_norm: 3.9927 2020-07-20 21:58:26,223 - mmaction - INFO - Epoch [228][820/1253] lr: 9.399e-03, eta: 11:55:31, time: 1.083, data_time: 0.001, memory: 9059, top1_acc: 0.6344, top5_acc: 0.8284, loss_cls: 1.5496, loss: 1.5496, grad_norm: 3.9411 2020-07-20 21:58:47,589 - mmaction - INFO - Epoch [228][840/1253] lr: 9.399e-03, eta: 11:55:06, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.6294, top5_acc: 0.8279, loss_cls: 1.5697, loss: 1.5697, grad_norm: 4.0026 2020-07-20 21:59:09,274 - mmaction - INFO - Epoch [228][860/1253] lr: 9.399e-03, eta: 11:54:42, time: 1.084, data_time: 0.001, memory: 9059, top1_acc: 0.6255, top5_acc: 0.8203, loss_cls: 1.5868, loss: 1.5868, grad_norm: 3.9206 2020-07-20 21:59:30,602 - mmaction - INFO - Epoch [228][880/1253] lr: 9.399e-03, eta: 11:54:17, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.6453, top5_acc: 0.8404, loss_cls: 1.4865, loss: 1.4865, grad_norm: 3.9187 2020-07-20 21:59:52,028 - mmaction - INFO - Epoch [228][900/1253] lr: 9.399e-03, eta: 11:53:52, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.6271, top5_acc: 0.8227, loss_cls: 1.5856, loss: 1.5856, grad_norm: 3.9291 2020-07-20 22:00:32,306 - mmaction - INFO - Epoch [228][920/1253] lr: 9.399e-03, eta: 11:53:31, time: 2.001, data_time: 0.003, memory: 9059, top1_acc: 0.6305, top5_acc: 0.8253, loss_cls: 1.5760, loss: 1.5760, grad_norm: 3.9843 2020-07-20 22:00:53,572 - mmaction - INFO - Epoch [228][940/1253] lr: 9.399e-03, eta: 11:53:06, time: 1.078, data_time: 0.021, memory: 9059, top1_acc: 0.6307, top5_acc: 0.8289, loss_cls: 1.5731, loss: 1.5731, grad_norm: 4.0125 2020-07-20 22:01:14,763 - mmaction - INFO - Epoch [228][960/1253] lr: 9.399e-03, eta: 11:52:42, time: 1.059, data_time: 0.001, memory: 9059, top1_acc: 0.6365, top5_acc: 0.8318, loss_cls: 1.5475, loss: 1.5475, grad_norm: 3.9249 2020-07-20 22:01:36,570 - mmaction - INFO - Epoch [228][980/1253] lr: 9.399e-03, eta: 11:52:17, time: 1.090, data_time: 0.011, memory: 9059, top1_acc: 0.6263, top5_acc: 0.8182, loss_cls: 1.6016, loss: 1.6016, grad_norm: 3.9885 2020-07-20 22:01:57,910 - mmaction - INFO - Epoch [228][1000/1253] lr: 9.399e-03, eta: 11:51:52, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6357, top5_acc: 0.8286, loss_cls: 1.5591, loss: 1.5591, grad_norm: 4.0677 2020-07-20 22:02:19,342 - mmaction - INFO - Epoch [228][1020/1253] lr: 9.399e-03, eta: 11:51:28, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.6159, top5_acc: 0.8195, loss_cls: 1.6191, loss: 1.6191, grad_norm: 4.1059 2020-07-20 22:02:40,795 - mmaction - INFO - Epoch [228][1040/1253] lr: 9.399e-03, eta: 11:51:03, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.6255, top5_acc: 0.8284, loss_cls: 1.5772, loss: 1.5772, grad_norm: 4.0366 2020-07-20 22:03:02,232 - mmaction - INFO - Epoch [228][1060/1253] lr: 9.399e-03, eta: 11:50:39, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.6240, top5_acc: 0.8188, loss_cls: 1.6237, loss: 1.6237, grad_norm: 4.0213 2020-07-20 22:03:23,596 - mmaction - INFO - Epoch [228][1080/1253] lr: 9.399e-03, eta: 11:50:14, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.6250, top5_acc: 0.8180, loss_cls: 1.6081, loss: 1.6081, grad_norm: 3.9739 2020-07-20 22:03:44,799 - mmaction - INFO - Epoch [228][1100/1253] lr: 9.399e-03, eta: 11:49:49, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.6206, top5_acc: 0.8182, loss_cls: 1.6092, loss: 1.6092, grad_norm: 3.9532 2020-07-20 22:04:06,105 - mmaction - INFO - Epoch [228][1120/1253] lr: 9.399e-03, eta: 11:49:25, time: 1.065, data_time: 0.005, memory: 9059, top1_acc: 0.6180, top5_acc: 0.8193, loss_cls: 1.6288, loss: 1.6288, grad_norm: 3.9572 2020-07-20 22:04:27,441 - mmaction - INFO - Epoch [228][1140/1253] lr: 9.399e-03, eta: 11:49:00, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.6305, top5_acc: 0.8164, loss_cls: 1.6130, loss: 1.6130, grad_norm: 3.9595 2020-07-20 22:04:48,827 - mmaction - INFO - Epoch [228][1160/1253] lr: 9.399e-03, eta: 11:48:35, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.6297, top5_acc: 0.8253, loss_cls: 1.5952, loss: 1.5952, grad_norm: 3.9042 2020-07-20 22:05:10,038 - mmaction - INFO - Epoch [228][1180/1253] lr: 9.399e-03, eta: 11:48:11, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.6302, top5_acc: 0.8260, loss_cls: 1.5740, loss: 1.5740, grad_norm: 3.9708 2020-07-20 22:05:31,850 - mmaction - INFO - Epoch [228][1200/1253] lr: 9.399e-03, eta: 11:47:46, time: 1.091, data_time: 0.002, memory: 9059, top1_acc: 0.6206, top5_acc: 0.8229, loss_cls: 1.5844, loss: 1.5844, grad_norm: 4.0001 2020-07-20 22:05:53,051 - mmaction - INFO - Epoch [228][1220/1253] lr: 9.399e-03, eta: 11:47:21, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.6203, top5_acc: 0.8135, loss_cls: 1.6278, loss: 1.6278, grad_norm: 4.0770 2020-07-20 22:06:14,518 - mmaction - INFO - Epoch [228][1240/1253] lr: 9.399e-03, eta: 11:46:57, time: 1.072, data_time: 0.001, memory: 9059, top1_acc: 0.6266, top5_acc: 0.8232, loss_cls: 1.5813, loss: 1.5813, grad_norm: 3.9563 2020-07-20 22:06:42,250 - mmaction - INFO - Saving checkpoint at 228 epochs 2020-07-20 22:10:24,881 - mmaction - INFO - Epoch [229][20/1253] lr: 8.768e-03, eta: 11:46:47, time: 11.069, data_time: 9.831, memory: 9059, top1_acc: 0.6260, top5_acc: 0.8286, loss_cls: 1.5698, loss: 1.5698, grad_norm: 3.9921 2020-07-20 22:10:46,695 - mmaction - INFO - Epoch [229][40/1253] lr: 8.768e-03, eta: 11:46:22, time: 1.090, data_time: 0.008, memory: 9059, top1_acc: 0.6305, top5_acc: 0.8201, loss_cls: 1.5845, loss: 1.5845, grad_norm: 4.0553 2020-07-20 22:11:07,967 - mmaction - INFO - Epoch [229][60/1253] lr: 8.768e-03, eta: 11:45:57, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6221, top5_acc: 0.8182, loss_cls: 1.5927, loss: 1.5927, grad_norm: 3.9851 2020-07-20 22:11:29,291 - mmaction - INFO - Epoch [229][80/1253] lr: 8.768e-03, eta: 11:45:33, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6346, top5_acc: 0.8411, loss_cls: 1.5257, loss: 1.5257, grad_norm: 3.9575 2020-07-20 22:11:50,486 - mmaction - INFO - Epoch [229][100/1253] lr: 8.768e-03, eta: 11:45:08, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.6362, top5_acc: 0.8224, loss_cls: 1.5598, loss: 1.5598, grad_norm: 4.0176 2020-07-20 22:12:11,823 - mmaction - INFO - Epoch [229][120/1253] lr: 8.768e-03, eta: 11:44:43, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.6281, top5_acc: 0.8193, loss_cls: 1.6145, loss: 1.6145, grad_norm: 4.0608 2020-07-20 22:12:33,236 - mmaction - INFO - Epoch [229][140/1253] lr: 8.768e-03, eta: 11:44:19, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.6513, top5_acc: 0.8406, loss_cls: 1.4965, loss: 1.4965, grad_norm: 3.8824 2020-07-20 22:12:54,555 - mmaction - INFO - Epoch [229][160/1253] lr: 8.768e-03, eta: 11:43:54, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.6299, top5_acc: 0.8268, loss_cls: 1.5730, loss: 1.5730, grad_norm: 4.0204 2020-07-20 22:13:15,890 - mmaction - INFO - Epoch [229][180/1253] lr: 8.768e-03, eta: 11:43:29, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6284, top5_acc: 0.8237, loss_cls: 1.5650, loss: 1.5650, grad_norm: 4.0502 2020-07-20 22:13:37,412 - mmaction - INFO - Epoch [229][200/1253] lr: 8.768e-03, eta: 11:43:05, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.6286, top5_acc: 0.8216, loss_cls: 1.5750, loss: 1.5750, grad_norm: 4.0414 2020-07-20 22:13:58,625 - mmaction - INFO - Epoch [229][220/1253] lr: 8.768e-03, eta: 11:42:40, time: 1.061, data_time: 0.001, memory: 9059, top1_acc: 0.6380, top5_acc: 0.8229, loss_cls: 1.5679, loss: 1.5679, grad_norm: 3.9422 2020-07-20 22:14:20,034 - mmaction - INFO - Epoch [229][240/1253] lr: 8.768e-03, eta: 11:42:15, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.6242, top5_acc: 0.8258, loss_cls: 1.5678, loss: 1.5678, grad_norm: 4.0204 2020-07-20 22:14:41,258 - mmaction - INFO - Epoch [229][260/1253] lr: 8.768e-03, eta: 11:41:51, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.6320, top5_acc: 0.8305, loss_cls: 1.5585, loss: 1.5585, grad_norm: 4.0151 2020-07-20 22:15:02,456 - mmaction - INFO - Epoch [229][280/1253] lr: 8.768e-03, eta: 11:41:26, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.6271, top5_acc: 0.8292, loss_cls: 1.5669, loss: 1.5669, grad_norm: 4.0762 2020-07-20 22:15:24,431 - mmaction - INFO - Epoch [229][300/1253] lr: 8.768e-03, eta: 11:41:02, time: 1.099, data_time: 0.002, memory: 9059, top1_acc: 0.6310, top5_acc: 0.8188, loss_cls: 1.5781, loss: 1.5781, grad_norm: 4.0417 2020-07-20 22:15:45,712 - mmaction - INFO - Epoch [229][320/1253] lr: 8.768e-03, eta: 11:40:37, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6260, top5_acc: 0.8104, loss_cls: 1.5980, loss: 1.5980, grad_norm: 3.9433 2020-07-20 22:16:06,884 - mmaction - INFO - Epoch [229][340/1253] lr: 8.768e-03, eta: 11:40:12, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.6266, top5_acc: 0.8307, loss_cls: 1.5520, loss: 1.5520, grad_norm: 4.0474 2020-07-20 22:16:28,280 - mmaction - INFO - Epoch [229][360/1253] lr: 8.768e-03, eta: 11:39:48, time: 1.071, data_time: 0.003, memory: 9059, top1_acc: 0.6357, top5_acc: 0.8281, loss_cls: 1.5334, loss: 1.5334, grad_norm: 4.0500 2020-07-20 22:16:49,600 - mmaction - INFO - Epoch [229][380/1253] lr: 8.768e-03, eta: 11:39:23, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6253, top5_acc: 0.8224, loss_cls: 1.5891, loss: 1.5891, grad_norm: 3.9408 2020-07-20 22:17:10,959 - mmaction - INFO - Epoch [229][400/1253] lr: 8.768e-03, eta: 11:38:58, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.6211, top5_acc: 0.8185, loss_cls: 1.6240, loss: 1.6240, grad_norm: 4.0601 2020-07-20 22:17:32,501 - mmaction - INFO - Epoch [229][420/1253] lr: 8.768e-03, eta: 11:38:34, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.6284, top5_acc: 0.8193, loss_cls: 1.5926, loss: 1.5926, grad_norm: 3.9955 2020-07-20 22:17:53,754 - mmaction - INFO - Epoch [229][440/1253] lr: 8.768e-03, eta: 11:38:09, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.6422, top5_acc: 0.8320, loss_cls: 1.5205, loss: 1.5205, grad_norm: 4.0865 2020-07-20 22:18:15,121 - mmaction - INFO - Epoch [229][460/1253] lr: 8.768e-03, eta: 11:37:44, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.6339, top5_acc: 0.8331, loss_cls: 1.5372, loss: 1.5372, grad_norm: 4.1545 2020-07-20 22:18:36,280 - mmaction - INFO - Epoch [229][480/1253] lr: 8.768e-03, eta: 11:37:20, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.6396, top5_acc: 0.8318, loss_cls: 1.5494, loss: 1.5494, grad_norm: 3.9876 2020-07-20 22:18:57,712 - mmaction - INFO - Epoch [229][500/1253] lr: 8.768e-03, eta: 11:36:55, time: 1.072, data_time: 0.001, memory: 9059, top1_acc: 0.6232, top5_acc: 0.8305, loss_cls: 1.5732, loss: 1.5732, grad_norm: 4.0322 2020-07-20 22:19:19,005 - mmaction - INFO - Epoch [229][520/1253] lr: 8.768e-03, eta: 11:36:31, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6362, top5_acc: 0.8297, loss_cls: 1.5371, loss: 1.5371, grad_norm: 3.9796 2020-07-20 22:19:40,334 - mmaction - INFO - Epoch [229][540/1253] lr: 8.768e-03, eta: 11:36:06, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.6159, top5_acc: 0.8255, loss_cls: 1.6139, loss: 1.6139, grad_norm: 4.1763 2020-07-20 22:20:01,525 - mmaction - INFO - Epoch [229][560/1253] lr: 8.768e-03, eta: 11:35:41, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.6268, top5_acc: 0.8227, loss_cls: 1.6015, loss: 1.6015, grad_norm: 4.0712 2020-07-20 22:20:22,825 - mmaction - INFO - Epoch [229][580/1253] lr: 8.768e-03, eta: 11:35:17, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6326, top5_acc: 0.8193, loss_cls: 1.6037, loss: 1.6037, grad_norm: 4.0684 2020-07-20 22:20:43,978 - mmaction - INFO - Epoch [229][600/1253] lr: 8.768e-03, eta: 11:34:52, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.6294, top5_acc: 0.8161, loss_cls: 1.5813, loss: 1.5813, grad_norm: 4.0796 2020-07-20 22:21:05,151 - mmaction - INFO - Epoch [229][620/1253] lr: 8.768e-03, eta: 11:34:27, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.6289, top5_acc: 0.8255, loss_cls: 1.5670, loss: 1.5670, grad_norm: 4.0514 2020-07-20 22:21:26,322 - mmaction - INFO - Epoch [229][640/1253] lr: 8.768e-03, eta: 11:34:03, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.6318, top5_acc: 0.8279, loss_cls: 1.5765, loss: 1.5765, grad_norm: 4.0597 2020-07-20 22:21:47,511 - mmaction - INFO - Epoch [229][660/1253] lr: 8.768e-03, eta: 11:33:38, time: 1.060, data_time: 0.003, memory: 9059, top1_acc: 0.6232, top5_acc: 0.8302, loss_cls: 1.5735, loss: 1.5735, grad_norm: 4.1377 2020-07-20 22:22:08,863 - mmaction - INFO - Epoch [229][680/1253] lr: 8.768e-03, eta: 11:33:13, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6219, top5_acc: 0.8195, loss_cls: 1.6184, loss: 1.6184, grad_norm: 4.1346 2020-07-20 22:22:30,131 - mmaction - INFO - Epoch [229][700/1253] lr: 8.768e-03, eta: 11:32:49, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6195, top5_acc: 0.8081, loss_cls: 1.6412, loss: 1.6412, grad_norm: 4.1247 2020-07-20 22:22:51,371 - mmaction - INFO - Epoch [229][720/1253] lr: 8.768e-03, eta: 11:32:24, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.6273, top5_acc: 0.8260, loss_cls: 1.5653, loss: 1.5653, grad_norm: 3.9709 2020-07-20 22:23:12,678 - mmaction - INFO - Epoch [229][740/1253] lr: 8.768e-03, eta: 11:31:59, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6367, top5_acc: 0.8284, loss_cls: 1.5545, loss: 1.5545, grad_norm: 3.9961 2020-07-20 22:23:34,065 - mmaction - INFO - Epoch [229][760/1253] lr: 8.768e-03, eta: 11:31:35, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.6281, top5_acc: 0.8266, loss_cls: 1.5747, loss: 1.5747, grad_norm: 4.0699 2020-07-20 22:23:55,342 - mmaction - INFO - Epoch [229][780/1253] lr: 8.768e-03, eta: 11:31:10, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6367, top5_acc: 0.8253, loss_cls: 1.5644, loss: 1.5644, grad_norm: 4.0626 2020-07-20 22:24:16,557 - mmaction - INFO - Epoch [229][800/1253] lr: 8.768e-03, eta: 11:30:45, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.6240, top5_acc: 0.8260, loss_cls: 1.5762, loss: 1.5762, grad_norm: 4.1285 2020-07-20 22:24:37,868 - mmaction - INFO - Epoch [229][820/1253] lr: 8.768e-03, eta: 11:30:21, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6188, top5_acc: 0.8211, loss_cls: 1.5945, loss: 1.5945, grad_norm: 3.9878 2020-07-20 22:24:59,077 - mmaction - INFO - Epoch [229][840/1253] lr: 8.768e-03, eta: 11:29:56, time: 1.059, data_time: 0.001, memory: 9059, top1_acc: 0.6279, top5_acc: 0.8177, loss_cls: 1.6079, loss: 1.6079, grad_norm: 4.0541 2020-07-20 22:25:20,610 - mmaction - INFO - Epoch [229][860/1253] lr: 8.768e-03, eta: 11:29:32, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.6263, top5_acc: 0.8284, loss_cls: 1.5724, loss: 1.5724, grad_norm: 4.1326 2020-07-20 22:25:41,771 - mmaction - INFO - Epoch [229][880/1253] lr: 8.768e-03, eta: 11:29:07, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.6174, top5_acc: 0.8177, loss_cls: 1.6359, loss: 1.6359, grad_norm: 4.0935 2020-07-20 22:26:03,297 - mmaction - INFO - Epoch [229][900/1253] lr: 8.768e-03, eta: 11:28:42, time: 1.076, data_time: 0.001, memory: 9059, top1_acc: 0.6263, top5_acc: 0.8284, loss_cls: 1.5750, loss: 1.5750, grad_norm: 4.0347 2020-07-20 22:26:24,809 - mmaction - INFO - Epoch [229][920/1253] lr: 8.768e-03, eta: 11:28:18, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.6266, top5_acc: 0.8224, loss_cls: 1.5957, loss: 1.5957, grad_norm: 3.9726 2020-07-20 22:26:46,010 - mmaction - INFO - Epoch [229][940/1253] lr: 8.768e-03, eta: 11:27:53, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.6323, top5_acc: 0.8250, loss_cls: 1.5831, loss: 1.5831, grad_norm: 4.0322 2020-07-20 22:27:07,735 - mmaction - INFO - Epoch [229][960/1253] lr: 8.768e-03, eta: 11:27:29, time: 1.084, data_time: 0.002, memory: 9059, top1_acc: 0.6333, top5_acc: 0.8260, loss_cls: 1.5736, loss: 1.5736, grad_norm: 4.0312 2020-07-20 22:27:28,964 - mmaction - INFO - Epoch [229][980/1253] lr: 8.768e-03, eta: 11:27:04, time: 1.064, data_time: 0.004, memory: 9059, top1_acc: 0.6234, top5_acc: 0.8240, loss_cls: 1.5998, loss: 1.5998, grad_norm: 4.0136 2020-07-20 22:27:50,464 - mmaction - INFO - Epoch [229][1000/1253] lr: 8.768e-03, eta: 11:26:39, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.6352, top5_acc: 0.8253, loss_cls: 1.5525, loss: 1.5525, grad_norm: 4.0486 2020-07-20 22:28:11,653 - mmaction - INFO - Epoch [229][1020/1253] lr: 8.768e-03, eta: 11:26:15, time: 1.058, data_time: 0.001, memory: 9059, top1_acc: 0.6167, top5_acc: 0.8190, loss_cls: 1.6046, loss: 1.6046, grad_norm: 4.0672 2020-07-20 22:28:32,929 - mmaction - INFO - Epoch [229][1040/1253] lr: 8.768e-03, eta: 11:25:50, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6294, top5_acc: 0.8266, loss_cls: 1.5508, loss: 1.5508, grad_norm: 3.9986 2020-07-20 22:28:54,282 - mmaction - INFO - Epoch [229][1060/1253] lr: 8.768e-03, eta: 11:25:25, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.6135, top5_acc: 0.8107, loss_cls: 1.6580, loss: 1.6580, grad_norm: 4.0985 2020-07-20 22:29:15,540 - mmaction - INFO - Epoch [229][1080/1253] lr: 8.768e-03, eta: 11:25:01, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.6260, top5_acc: 0.8289, loss_cls: 1.5536, loss: 1.5536, grad_norm: 3.9759 2020-07-20 22:29:36,806 - mmaction - INFO - Epoch [229][1100/1253] lr: 8.768e-03, eta: 11:24:36, time: 1.064, data_time: 0.004, memory: 9059, top1_acc: 0.6352, top5_acc: 0.8271, loss_cls: 1.5453, loss: 1.5453, grad_norm: 4.0557 2020-07-20 22:29:58,091 - mmaction - INFO - Epoch [229][1120/1253] lr: 8.768e-03, eta: 11:24:12, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6273, top5_acc: 0.8221, loss_cls: 1.5877, loss: 1.5877, grad_norm: 4.0338 2020-07-20 22:30:20,461 - mmaction - INFO - Epoch [229][1140/1253] lr: 8.768e-03, eta: 11:23:47, time: 1.119, data_time: 0.003, memory: 9059, top1_acc: 0.6307, top5_acc: 0.8188, loss_cls: 1.6061, loss: 1.6061, grad_norm: 4.1049 2020-07-20 22:30:41,880 - mmaction - INFO - Epoch [229][1160/1253] lr: 8.768e-03, eta: 11:23:22, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.6346, top5_acc: 0.8323, loss_cls: 1.5594, loss: 1.5594, grad_norm: 4.0029 2020-07-20 22:31:03,291 - mmaction - INFO - Epoch [229][1180/1253] lr: 8.768e-03, eta: 11:22:58, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.6221, top5_acc: 0.8193, loss_cls: 1.6052, loss: 1.6052, grad_norm: 4.0643 2020-07-20 22:31:24,771 - mmaction - INFO - Epoch [229][1200/1253] lr: 8.768e-03, eta: 11:22:33, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.6190, top5_acc: 0.8146, loss_cls: 1.6243, loss: 1.6243, grad_norm: 4.0430 2020-07-20 22:31:45,869 - mmaction - INFO - Epoch [229][1220/1253] lr: 8.768e-03, eta: 11:22:09, time: 1.054, data_time: 0.001, memory: 9059, top1_acc: 0.6307, top5_acc: 0.8206, loss_cls: 1.5659, loss: 1.5659, grad_norm: 4.0069 2020-07-20 22:32:07,149 - mmaction - INFO - Epoch [229][1240/1253] lr: 8.768e-03, eta: 11:21:44, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6240, top5_acc: 0.8224, loss_cls: 1.6085, loss: 1.6085, grad_norm: 4.1086 2020-07-20 22:35:29,506 - mmaction - INFO - Epoch [230][20/1253] lr: 8.159e-03, eta: 11:21:26, time: 9.089, data_time: 7.891, memory: 9059, top1_acc: 0.6565, top5_acc: 0.8401, loss_cls: 1.4729, loss: 1.4729, grad_norm: 3.9033 2020-07-20 22:35:50,709 - mmaction - INFO - Epoch [230][40/1253] lr: 8.159e-03, eta: 11:21:02, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.6430, top5_acc: 0.8294, loss_cls: 1.5384, loss: 1.5384, grad_norm: 4.1353 2020-07-20 22:36:12,199 - mmaction - INFO - Epoch [230][60/1253] lr: 8.159e-03, eta: 11:20:37, time: 1.074, data_time: 0.001, memory: 9059, top1_acc: 0.6268, top5_acc: 0.8250, loss_cls: 1.5850, loss: 1.5850, grad_norm: 4.1114 2020-07-20 22:36:33,459 - mmaction - INFO - Epoch [230][80/1253] lr: 8.159e-03, eta: 11:20:12, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6305, top5_acc: 0.8284, loss_cls: 1.5330, loss: 1.5330, grad_norm: 4.0585 2020-07-20 22:36:55,223 - mmaction - INFO - Epoch [230][100/1253] lr: 8.159e-03, eta: 11:19:48, time: 1.089, data_time: 0.002, memory: 9059, top1_acc: 0.6245, top5_acc: 0.8229, loss_cls: 1.5932, loss: 1.5932, grad_norm: 4.0940 2020-07-20 22:37:16,849 - mmaction - INFO - Epoch [230][120/1253] lr: 8.159e-03, eta: 11:19:23, time: 1.082, data_time: 0.001, memory: 9059, top1_acc: 0.6289, top5_acc: 0.8326, loss_cls: 1.5422, loss: 1.5422, grad_norm: 4.0137 2020-07-20 22:37:38,328 - mmaction - INFO - Epoch [230][140/1253] lr: 8.159e-03, eta: 11:18:59, time: 1.072, data_time: 0.001, memory: 9059, top1_acc: 0.6247, top5_acc: 0.8286, loss_cls: 1.5790, loss: 1.5790, grad_norm: 4.1274 2020-07-20 22:38:00,019 - mmaction - INFO - Epoch [230][160/1253] lr: 8.159e-03, eta: 11:18:34, time: 1.086, data_time: 0.003, memory: 9059, top1_acc: 0.6385, top5_acc: 0.8284, loss_cls: 1.5355, loss: 1.5355, grad_norm: 4.0742 2020-07-20 22:38:21,367 - mmaction - INFO - Epoch [230][180/1253] lr: 8.159e-03, eta: 11:18:09, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.6281, top5_acc: 0.8188, loss_cls: 1.5830, loss: 1.5830, grad_norm: 4.0626 2020-07-20 22:38:42,848 - mmaction - INFO - Epoch [230][200/1253] lr: 8.159e-03, eta: 11:17:45, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.6518, top5_acc: 0.8333, loss_cls: 1.5183, loss: 1.5183, grad_norm: 3.9354 2020-07-20 22:39:04,174 - mmaction - INFO - Epoch [230][220/1253] lr: 8.159e-03, eta: 11:17:20, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6237, top5_acc: 0.8253, loss_cls: 1.5648, loss: 1.5648, grad_norm: 4.0500 2020-07-20 22:39:25,586 - mmaction - INFO - Epoch [230][240/1253] lr: 8.159e-03, eta: 11:16:56, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.6344, top5_acc: 0.8276, loss_cls: 1.5631, loss: 1.5631, grad_norm: 4.0850 2020-07-20 22:39:47,273 - mmaction - INFO - Epoch [230][260/1253] lr: 8.159e-03, eta: 11:16:31, time: 1.085, data_time: 0.002, memory: 9059, top1_acc: 0.6286, top5_acc: 0.8224, loss_cls: 1.5676, loss: 1.5676, grad_norm: 4.0885 2020-07-20 22:40:09,150 - mmaction - INFO - Epoch [230][280/1253] lr: 8.159e-03, eta: 11:16:06, time: 1.094, data_time: 0.002, memory: 9059, top1_acc: 0.6286, top5_acc: 0.8237, loss_cls: 1.6141, loss: 1.6141, grad_norm: 4.1830 2020-07-20 22:40:31,367 - mmaction - INFO - Epoch [230][300/1253] lr: 8.159e-03, eta: 11:15:42, time: 1.110, data_time: 0.006, memory: 9059, top1_acc: 0.6258, top5_acc: 0.8268, loss_cls: 1.5828, loss: 1.5828, grad_norm: 4.1937 2020-07-20 22:40:53,402 - mmaction - INFO - Epoch [230][320/1253] lr: 8.159e-03, eta: 11:15:17, time: 1.102, data_time: 0.006, memory: 9059, top1_acc: 0.6365, top5_acc: 0.8211, loss_cls: 1.5661, loss: 1.5661, grad_norm: 4.0510 2020-07-20 22:41:15,364 - mmaction - INFO - Epoch [230][340/1253] lr: 8.159e-03, eta: 11:14:53, time: 1.098, data_time: 0.010, memory: 9059, top1_acc: 0.6365, top5_acc: 0.8318, loss_cls: 1.5388, loss: 1.5388, grad_norm: 4.0372 2020-07-20 22:41:36,654 - mmaction - INFO - Epoch [230][360/1253] lr: 8.159e-03, eta: 11:14:28, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6378, top5_acc: 0.8271, loss_cls: 1.5669, loss: 1.5669, grad_norm: 4.1107 2020-07-20 22:41:58,029 - mmaction - INFO - Epoch [230][380/1253] lr: 8.159e-03, eta: 11:14:04, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.6336, top5_acc: 0.8242, loss_cls: 1.5528, loss: 1.5528, grad_norm: 4.1073 2020-07-20 22:42:19,324 - mmaction - INFO - Epoch [230][400/1253] lr: 8.159e-03, eta: 11:13:39, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6260, top5_acc: 0.8336, loss_cls: 1.5568, loss: 1.5568, grad_norm: 4.1233 2020-07-20 22:42:40,581 - mmaction - INFO - Epoch [230][420/1253] lr: 8.159e-03, eta: 11:13:14, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6388, top5_acc: 0.8242, loss_cls: 1.5451, loss: 1.5451, grad_norm: 3.9638 2020-07-20 22:43:01,836 - mmaction - INFO - Epoch [230][440/1253] lr: 8.159e-03, eta: 11:12:50, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6362, top5_acc: 0.8307, loss_cls: 1.5638, loss: 1.5638, grad_norm: 4.0056 2020-07-20 22:43:23,178 - mmaction - INFO - Epoch [230][460/1253] lr: 8.159e-03, eta: 11:12:25, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6536, top5_acc: 0.8497, loss_cls: 1.4453, loss: 1.4453, grad_norm: 4.0277 2020-07-20 22:43:44,437 - mmaction - INFO - Epoch [230][480/1253] lr: 8.159e-03, eta: 11:12:01, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6367, top5_acc: 0.8286, loss_cls: 1.5628, loss: 1.5628, grad_norm: 4.0780 2020-07-20 22:44:05,644 - mmaction - INFO - Epoch [230][500/1253] lr: 8.159e-03, eta: 11:11:36, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.6477, top5_acc: 0.8370, loss_cls: 1.4923, loss: 1.4923, grad_norm: 4.0769 2020-07-20 22:44:26,962 - mmaction - INFO - Epoch [230][520/1253] lr: 8.159e-03, eta: 11:11:11, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6242, top5_acc: 0.8206, loss_cls: 1.5800, loss: 1.5800, grad_norm: 4.1930 2020-07-20 22:44:48,176 - mmaction - INFO - Epoch [230][540/1253] lr: 8.159e-03, eta: 11:10:47, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.6378, top5_acc: 0.8333, loss_cls: 1.5429, loss: 1.5429, grad_norm: 4.0808 2020-07-20 22:45:09,474 - mmaction - INFO - Epoch [230][560/1253] lr: 8.159e-03, eta: 11:10:22, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.6383, top5_acc: 0.8271, loss_cls: 1.5470, loss: 1.5470, grad_norm: 4.0383 2020-07-20 22:45:30,816 - mmaction - INFO - Epoch [230][580/1253] lr: 8.159e-03, eta: 11:09:57, time: 1.069, data_time: 0.005, memory: 9059, top1_acc: 0.6245, top5_acc: 0.8266, loss_cls: 1.6149, loss: 1.6149, grad_norm: 4.0996 2020-07-20 22:45:52,996 - mmaction - INFO - Epoch [230][600/1253] lr: 8.159e-03, eta: 11:09:33, time: 1.109, data_time: 0.002, memory: 9059, top1_acc: 0.6414, top5_acc: 0.8214, loss_cls: 1.5568, loss: 1.5568, grad_norm: 4.0188 2020-07-20 22:46:14,304 - mmaction - INFO - Epoch [230][620/1253] lr: 8.159e-03, eta: 11:09:08, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6214, top5_acc: 0.8273, loss_cls: 1.5939, loss: 1.5939, grad_norm: 4.1143 2020-07-20 22:46:35,536 - mmaction - INFO - Epoch [230][640/1253] lr: 8.159e-03, eta: 11:08:44, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.6328, top5_acc: 0.8211, loss_cls: 1.5912, loss: 1.5912, grad_norm: 4.0361 2020-07-20 22:46:56,861 - mmaction - INFO - Epoch [230][660/1253] lr: 8.159e-03, eta: 11:08:19, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6328, top5_acc: 0.8333, loss_cls: 1.5461, loss: 1.5461, grad_norm: 4.0598 2020-07-20 22:47:18,561 - mmaction - INFO - Epoch [230][680/1253] lr: 8.159e-03, eta: 11:07:55, time: 1.085, data_time: 0.002, memory: 9059, top1_acc: 0.6258, top5_acc: 0.8279, loss_cls: 1.5896, loss: 1.5896, grad_norm: 4.0606 2020-07-20 22:47:39,847 - mmaction - INFO - Epoch [230][700/1253] lr: 8.159e-03, eta: 11:07:30, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6354, top5_acc: 0.8333, loss_cls: 1.5469, loss: 1.5469, grad_norm: 4.0363 2020-07-20 22:48:01,094 - mmaction - INFO - Epoch [230][720/1253] lr: 8.159e-03, eta: 11:07:05, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6401, top5_acc: 0.8344, loss_cls: 1.5412, loss: 1.5412, grad_norm: 4.0749 2020-07-20 22:48:22,285 - mmaction - INFO - Epoch [230][740/1253] lr: 8.159e-03, eta: 11:06:41, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.6352, top5_acc: 0.8281, loss_cls: 1.5495, loss: 1.5495, grad_norm: 4.0427 2020-07-20 22:48:43,686 - mmaction - INFO - Epoch [230][760/1253] lr: 8.159e-03, eta: 11:06:16, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.6297, top5_acc: 0.8182, loss_cls: 1.5814, loss: 1.5814, grad_norm: 4.0977 2020-07-20 22:49:05,035 - mmaction - INFO - Epoch [230][780/1253] lr: 8.159e-03, eta: 11:05:51, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6328, top5_acc: 0.8247, loss_cls: 1.5598, loss: 1.5598, grad_norm: 4.0630 2020-07-20 22:49:26,292 - mmaction - INFO - Epoch [230][800/1253] lr: 8.159e-03, eta: 11:05:27, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6526, top5_acc: 0.8310, loss_cls: 1.5157, loss: 1.5157, grad_norm: 4.0110 2020-07-20 22:49:47,771 - mmaction - INFO - Epoch [230][820/1253] lr: 8.159e-03, eta: 11:05:02, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.6328, top5_acc: 0.8151, loss_cls: 1.5821, loss: 1.5821, grad_norm: 4.1667 2020-07-20 22:50:09,056 - mmaction - INFO - Epoch [230][840/1253] lr: 8.159e-03, eta: 11:04:38, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6398, top5_acc: 0.8411, loss_cls: 1.4858, loss: 1.4858, grad_norm: 3.9604 2020-07-20 22:50:30,396 - mmaction - INFO - Epoch [230][860/1253] lr: 8.159e-03, eta: 11:04:13, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6331, top5_acc: 0.8271, loss_cls: 1.5638, loss: 1.5638, grad_norm: 4.1333 2020-07-20 22:50:51,739 - mmaction - INFO - Epoch [230][880/1253] lr: 8.159e-03, eta: 11:03:48, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6172, top5_acc: 0.8167, loss_cls: 1.6073, loss: 1.6073, grad_norm: 4.1933 2020-07-20 22:51:13,103 - mmaction - INFO - Epoch [230][900/1253] lr: 8.159e-03, eta: 11:03:24, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.6344, top5_acc: 0.8279, loss_cls: 1.5429, loss: 1.5429, grad_norm: 4.1524 2020-07-20 22:51:34,464 - mmaction - INFO - Epoch [230][920/1253] lr: 8.159e-03, eta: 11:02:59, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6302, top5_acc: 0.8354, loss_cls: 1.5361, loss: 1.5361, grad_norm: 4.2189 2020-07-20 22:51:55,848 - mmaction - INFO - Epoch [230][940/1253] lr: 8.159e-03, eta: 11:02:35, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.6281, top5_acc: 0.8299, loss_cls: 1.5449, loss: 1.5449, grad_norm: 4.1024 2020-07-20 22:52:17,090 - mmaction - INFO - Epoch [230][960/1253] lr: 8.159e-03, eta: 11:02:10, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.6383, top5_acc: 0.8346, loss_cls: 1.5271, loss: 1.5271, grad_norm: 4.0922 2020-07-20 22:52:38,238 - mmaction - INFO - Epoch [230][980/1253] lr: 8.159e-03, eta: 11:01:45, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.6409, top5_acc: 0.8250, loss_cls: 1.5431, loss: 1.5431, grad_norm: 4.1233 2020-07-20 22:52:59,543 - mmaction - INFO - Epoch [230][1000/1253] lr: 8.159e-03, eta: 11:01:21, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6367, top5_acc: 0.8286, loss_cls: 1.5427, loss: 1.5427, grad_norm: 4.1337 2020-07-20 22:53:20,851 - mmaction - INFO - Epoch [230][1020/1253] lr: 8.159e-03, eta: 11:00:56, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6294, top5_acc: 0.8232, loss_cls: 1.5784, loss: 1.5784, grad_norm: 4.1265 2020-07-20 22:53:42,105 - mmaction - INFO - Epoch [230][1040/1253] lr: 8.159e-03, eta: 11:00:32, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6286, top5_acc: 0.8276, loss_cls: 1.5706, loss: 1.5706, grad_norm: 4.1335 2020-07-20 22:54:03,969 - mmaction - INFO - Epoch [230][1060/1253] lr: 8.159e-03, eta: 11:00:07, time: 1.093, data_time: 0.002, memory: 9059, top1_acc: 0.6354, top5_acc: 0.8289, loss_cls: 1.5508, loss: 1.5508, grad_norm: 4.0982 2020-07-20 22:54:25,268 - mmaction - INFO - Epoch [230][1080/1253] lr: 8.159e-03, eta: 10:59:42, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6365, top5_acc: 0.8281, loss_cls: 1.5385, loss: 1.5385, grad_norm: 4.1337 2020-07-20 22:54:46,641 - mmaction - INFO - Epoch [230][1100/1253] lr: 8.159e-03, eta: 10:59:18, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.6276, top5_acc: 0.8198, loss_cls: 1.5799, loss: 1.5799, grad_norm: 4.1717 2020-07-20 22:55:07,829 - mmaction - INFO - Epoch [230][1120/1253] lr: 8.159e-03, eta: 10:58:53, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.6424, top5_acc: 0.8359, loss_cls: 1.5272, loss: 1.5272, grad_norm: 4.0403 2020-07-20 22:55:30,032 - mmaction - INFO - Epoch [230][1140/1253] lr: 8.159e-03, eta: 10:58:29, time: 1.110, data_time: 0.001, memory: 9059, top1_acc: 0.6331, top5_acc: 0.8401, loss_cls: 1.5423, loss: 1.5423, grad_norm: 4.1069 2020-07-20 22:55:51,230 - mmaction - INFO - Epoch [230][1160/1253] lr: 8.159e-03, eta: 10:58:04, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.6344, top5_acc: 0.8229, loss_cls: 1.5732, loss: 1.5732, grad_norm: 4.0719 2020-07-20 22:56:12,545 - mmaction - INFO - Epoch [230][1180/1253] lr: 8.159e-03, eta: 10:57:40, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6240, top5_acc: 0.8352, loss_cls: 1.5568, loss: 1.5568, grad_norm: 4.1366 2020-07-20 22:56:34,370 - mmaction - INFO - Epoch [230][1200/1253] lr: 8.159e-03, eta: 10:57:15, time: 1.091, data_time: 0.002, memory: 9059, top1_acc: 0.6255, top5_acc: 0.8245, loss_cls: 1.5818, loss: 1.5818, grad_norm: 4.1392 2020-07-20 22:56:55,667 - mmaction - INFO - Epoch [230][1220/1253] lr: 8.159e-03, eta: 10:56:50, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6341, top5_acc: 0.8224, loss_cls: 1.5984, loss: 1.5984, grad_norm: 4.1519 2020-07-20 22:57:16,953 - mmaction - INFO - Epoch [230][1240/1253] lr: 8.159e-03, eta: 10:56:26, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6076, top5_acc: 0.8125, loss_cls: 1.6458, loss: 1.6458, grad_norm: 4.1898 2020-07-20 23:00:49,264 - mmaction - INFO - Epoch [231][20/1253] lr: 7.571e-03, eta: 10:56:08, time: 9.509, data_time: 8.049, memory: 9059, top1_acc: 0.6560, top5_acc: 0.8367, loss_cls: 1.4669, loss: 1.4669, grad_norm: 4.0416 2020-07-20 23:01:10,635 - mmaction - INFO - Epoch [231][40/1253] lr: 7.571e-03, eta: 10:55:44, time: 1.105, data_time: 0.038, memory: 9059, top1_acc: 0.6406, top5_acc: 0.8336, loss_cls: 1.5048, loss: 1.5048, grad_norm: 4.1094 2020-07-20 23:01:32,057 - mmaction - INFO - Epoch [231][60/1253] lr: 7.571e-03, eta: 10:55:19, time: 1.070, data_time: 0.001, memory: 9059, top1_acc: 0.6482, top5_acc: 0.8385, loss_cls: 1.4732, loss: 1.4732, grad_norm: 4.0085 2020-07-20 23:01:53,211 - mmaction - INFO - Epoch [231][80/1253] lr: 7.571e-03, eta: 10:54:55, time: 1.059, data_time: 0.003, memory: 9059, top1_acc: 0.6380, top5_acc: 0.8313, loss_cls: 1.5235, loss: 1.5235, grad_norm: 4.1253 2020-07-20 23:02:14,592 - mmaction - INFO - Epoch [231][100/1253] lr: 7.571e-03, eta: 10:54:30, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.6227, top5_acc: 0.8159, loss_cls: 1.6180, loss: 1.6180, grad_norm: 4.2029 2020-07-20 23:02:35,926 - mmaction - INFO - Epoch [231][120/1253] lr: 7.571e-03, eta: 10:54:05, time: 1.069, data_time: 0.004, memory: 9059, top1_acc: 0.6411, top5_acc: 0.8299, loss_cls: 1.5401, loss: 1.5401, grad_norm: 4.0800 2020-07-20 23:02:57,156 - mmaction - INFO - Epoch [231][140/1253] lr: 7.571e-03, eta: 10:53:41, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.6359, top5_acc: 0.8297, loss_cls: 1.5323, loss: 1.5323, grad_norm: 4.1094 2020-07-20 23:03:18,369 - mmaction - INFO - Epoch [231][160/1253] lr: 7.571e-03, eta: 10:53:16, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.6354, top5_acc: 0.8318, loss_cls: 1.5242, loss: 1.5242, grad_norm: 4.2220 2020-07-20 23:03:39,774 - mmaction - INFO - Epoch [231][180/1253] lr: 7.571e-03, eta: 10:52:52, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.6391, top5_acc: 0.8273, loss_cls: 1.5229, loss: 1.5229, grad_norm: 4.1433 2020-07-20 23:04:01,549 - mmaction - INFO - Epoch [231][200/1253] lr: 7.571e-03, eta: 10:52:27, time: 1.089, data_time: 0.002, memory: 9059, top1_acc: 0.6370, top5_acc: 0.8333, loss_cls: 1.5421, loss: 1.5421, grad_norm: 4.1593 2020-07-20 23:04:23,898 - mmaction - INFO - Epoch [231][220/1253] lr: 7.571e-03, eta: 10:52:03, time: 1.116, data_time: 0.002, memory: 9059, top1_acc: 0.6487, top5_acc: 0.8419, loss_cls: 1.4872, loss: 1.4872, grad_norm: 4.1205 2020-07-20 23:04:46,249 - mmaction - INFO - Epoch [231][240/1253] lr: 7.571e-03, eta: 10:51:38, time: 1.119, data_time: 0.003, memory: 9059, top1_acc: 0.6398, top5_acc: 0.8255, loss_cls: 1.5396, loss: 1.5396, grad_norm: 4.1400 2020-07-20 23:05:07,510 - mmaction - INFO - Epoch [231][260/1253] lr: 7.571e-03, eta: 10:51:14, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.6359, top5_acc: 0.8352, loss_cls: 1.5439, loss: 1.5439, grad_norm: 4.1443 2020-07-20 23:05:29,002 - mmaction - INFO - Epoch [231][280/1253] lr: 7.571e-03, eta: 10:50:49, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.6346, top5_acc: 0.8203, loss_cls: 1.5688, loss: 1.5688, grad_norm: 4.1046 2020-07-20 23:05:50,932 - mmaction - INFO - Epoch [231][300/1253] lr: 7.571e-03, eta: 10:50:24, time: 1.096, data_time: 0.002, memory: 9059, top1_acc: 0.6380, top5_acc: 0.8284, loss_cls: 1.5401, loss: 1.5401, grad_norm: 4.1005 2020-07-20 23:06:12,207 - mmaction - INFO - Epoch [231][320/1253] lr: 7.571e-03, eta: 10:50:00, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6380, top5_acc: 0.8315, loss_cls: 1.5427, loss: 1.5427, grad_norm: 4.1005 2020-07-20 23:06:34,180 - mmaction - INFO - Epoch [231][340/1253] lr: 7.571e-03, eta: 10:49:35, time: 1.099, data_time: 0.002, memory: 9059, top1_acc: 0.6422, top5_acc: 0.8323, loss_cls: 1.4992, loss: 1.4992, grad_norm: 4.1013 2020-07-20 23:06:55,351 - mmaction - INFO - Epoch [231][360/1253] lr: 7.571e-03, eta: 10:49:11, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.6367, top5_acc: 0.8266, loss_cls: 1.5481, loss: 1.5481, grad_norm: 4.1823 2020-07-20 23:07:16,725 - mmaction - INFO - Epoch [231][380/1253] lr: 7.571e-03, eta: 10:48:46, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6398, top5_acc: 0.8273, loss_cls: 1.5330, loss: 1.5330, grad_norm: 4.0785 2020-07-20 23:07:37,950 - mmaction - INFO - Epoch [231][400/1253] lr: 7.571e-03, eta: 10:48:21, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.6315, top5_acc: 0.8268, loss_cls: 1.5404, loss: 1.5404, grad_norm: 4.1912 2020-07-20 23:07:59,465 - mmaction - INFO - Epoch [231][420/1253] lr: 7.571e-03, eta: 10:47:57, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.6328, top5_acc: 0.8354, loss_cls: 1.5282, loss: 1.5282, grad_norm: 4.1675 2020-07-20 23:08:21,122 - mmaction - INFO - Epoch [231][440/1253] lr: 7.571e-03, eta: 10:47:32, time: 1.083, data_time: 0.002, memory: 9059, top1_acc: 0.6565, top5_acc: 0.8411, loss_cls: 1.4403, loss: 1.4403, grad_norm: 4.0390 2020-07-20 23:08:42,381 - mmaction - INFO - Epoch [231][460/1253] lr: 7.571e-03, eta: 10:47:08, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6375, top5_acc: 0.8310, loss_cls: 1.5478, loss: 1.5478, grad_norm: 4.1891 2020-07-20 23:09:03,711 - mmaction - INFO - Epoch [231][480/1253] lr: 7.571e-03, eta: 10:46:43, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.6349, top5_acc: 0.8284, loss_cls: 1.5498, loss: 1.5498, grad_norm: 4.1539 2020-07-20 23:09:25,188 - mmaction - INFO - Epoch [231][500/1253] lr: 7.571e-03, eta: 10:46:19, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.6482, top5_acc: 0.8279, loss_cls: 1.5180, loss: 1.5180, grad_norm: 4.1057 2020-07-20 23:09:46,934 - mmaction - INFO - Epoch [231][520/1253] lr: 7.571e-03, eta: 10:45:54, time: 1.087, data_time: 0.002, memory: 9059, top1_acc: 0.6344, top5_acc: 0.8357, loss_cls: 1.5378, loss: 1.5378, grad_norm: 4.2164 2020-07-20 23:10:08,136 - mmaction - INFO - Epoch [231][540/1253] lr: 7.571e-03, eta: 10:45:29, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.6310, top5_acc: 0.8260, loss_cls: 1.5449, loss: 1.5449, grad_norm: 4.0914 2020-07-20 23:10:29,548 - mmaction - INFO - Epoch [231][560/1253] lr: 7.571e-03, eta: 10:45:05, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.6453, top5_acc: 0.8367, loss_cls: 1.5057, loss: 1.5057, grad_norm: 4.0502 2020-07-20 23:10:50,839 - mmaction - INFO - Epoch [231][580/1253] lr: 7.571e-03, eta: 10:44:40, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.6518, top5_acc: 0.8357, loss_cls: 1.5010, loss: 1.5010, grad_norm: 4.1119 2020-07-20 23:11:12,230 - mmaction - INFO - Epoch [231][600/1253] lr: 7.571e-03, eta: 10:44:16, time: 1.071, data_time: 0.003, memory: 9059, top1_acc: 0.6318, top5_acc: 0.8232, loss_cls: 1.5667, loss: 1.5667, grad_norm: 4.2625 2020-07-20 23:11:34,525 - mmaction - INFO - Epoch [231][620/1253] lr: 7.571e-03, eta: 10:43:51, time: 1.114, data_time: 0.001, memory: 9059, top1_acc: 0.6339, top5_acc: 0.8336, loss_cls: 1.5407, loss: 1.5407, grad_norm: 4.1905 2020-07-20 23:11:56,217 - mmaction - INFO - Epoch [231][640/1253] lr: 7.571e-03, eta: 10:43:27, time: 1.084, data_time: 0.002, memory: 9059, top1_acc: 0.6352, top5_acc: 0.8255, loss_cls: 1.5539, loss: 1.5539, grad_norm: 4.1322 2020-07-20 23:12:17,678 - mmaction - INFO - Epoch [231][660/1253] lr: 7.571e-03, eta: 10:43:02, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.6344, top5_acc: 0.8313, loss_cls: 1.5458, loss: 1.5458, grad_norm: 4.1823 2020-07-20 23:12:39,303 - mmaction - INFO - Epoch [231][680/1253] lr: 7.571e-03, eta: 10:42:38, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.6359, top5_acc: 0.8255, loss_cls: 1.5364, loss: 1.5364, grad_norm: 4.1921 2020-07-20 23:13:00,455 - mmaction - INFO - Epoch [231][700/1253] lr: 7.571e-03, eta: 10:42:13, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.6380, top5_acc: 0.8307, loss_cls: 1.5461, loss: 1.5461, grad_norm: 4.1925 2020-07-20 23:13:21,820 - mmaction - INFO - Epoch [231][720/1253] lr: 7.571e-03, eta: 10:41:48, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6245, top5_acc: 0.8232, loss_cls: 1.6096, loss: 1.6096, grad_norm: 4.2849 2020-07-20 23:13:43,228 - mmaction - INFO - Epoch [231][740/1253] lr: 7.571e-03, eta: 10:41:24, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.6326, top5_acc: 0.8253, loss_cls: 1.5890, loss: 1.5890, grad_norm: 4.3145 2020-07-20 23:14:04,600 - mmaction - INFO - Epoch [231][760/1253] lr: 7.571e-03, eta: 10:40:59, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.6346, top5_acc: 0.8299, loss_cls: 1.5704, loss: 1.5704, grad_norm: 4.2173 2020-07-20 23:14:25,844 - mmaction - INFO - Epoch [231][780/1253] lr: 7.571e-03, eta: 10:40:35, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.6234, top5_acc: 0.8117, loss_cls: 1.6098, loss: 1.6098, grad_norm: 4.2087 2020-07-20 23:14:47,561 - mmaction - INFO - Epoch [231][800/1253] lr: 7.571e-03, eta: 10:40:10, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.6370, top5_acc: 0.8393, loss_cls: 1.5315, loss: 1.5315, grad_norm: 4.2017 2020-07-20 23:15:08,906 - mmaction - INFO - Epoch [231][820/1253] lr: 7.571e-03, eta: 10:39:45, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6432, top5_acc: 0.8331, loss_cls: 1.5175, loss: 1.5175, grad_norm: 4.0837 2020-07-20 23:15:30,283 - mmaction - INFO - Epoch [231][840/1253] lr: 7.571e-03, eta: 10:39:21, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.6440, top5_acc: 0.8286, loss_cls: 1.5616, loss: 1.5616, grad_norm: 4.1188 2020-07-20 23:15:51,736 - mmaction - INFO - Epoch [231][860/1253] lr: 7.571e-03, eta: 10:38:56, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.6448, top5_acc: 0.8388, loss_cls: 1.4578, loss: 1.4578, grad_norm: 4.0799 2020-07-20 23:16:12,954 - mmaction - INFO - Epoch [231][880/1253] lr: 7.571e-03, eta: 10:38:32, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.6346, top5_acc: 0.8286, loss_cls: 1.5512, loss: 1.5512, grad_norm: 4.2372 2020-07-20 23:16:34,567 - mmaction - INFO - Epoch [231][900/1253] lr: 7.571e-03, eta: 10:38:07, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.6305, top5_acc: 0.8299, loss_cls: 1.5681, loss: 1.5681, grad_norm: 4.1550 2020-07-20 23:16:56,146 - mmaction - INFO - Epoch [231][920/1253] lr: 7.571e-03, eta: 10:37:43, time: 1.079, data_time: 0.003, memory: 9059, top1_acc: 0.6247, top5_acc: 0.8242, loss_cls: 1.5935, loss: 1.5935, grad_norm: 4.2315 2020-07-20 23:17:17,442 - mmaction - INFO - Epoch [231][940/1253] lr: 7.571e-03, eta: 10:37:18, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6174, top5_acc: 0.8294, loss_cls: 1.5899, loss: 1.5899, grad_norm: 4.1941 2020-07-20 23:17:38,768 - mmaction - INFO - Epoch [231][960/1253] lr: 7.571e-03, eta: 10:36:53, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6352, top5_acc: 0.8227, loss_cls: 1.5700, loss: 1.5700, grad_norm: 4.2796 2020-07-20 23:18:00,882 - mmaction - INFO - Epoch [231][980/1253] lr: 7.571e-03, eta: 10:36:29, time: 1.105, data_time: 0.002, memory: 9059, top1_acc: 0.6201, top5_acc: 0.8286, loss_cls: 1.5998, loss: 1.5998, grad_norm: 4.3135 2020-07-20 23:18:22,940 - mmaction - INFO - Epoch [231][1000/1253] lr: 7.571e-03, eta: 10:36:05, time: 1.103, data_time: 0.002, memory: 9059, top1_acc: 0.6464, top5_acc: 0.8362, loss_cls: 1.5180, loss: 1.5180, grad_norm: 4.1099 2020-07-20 23:18:44,246 - mmaction - INFO - Epoch [231][1020/1253] lr: 7.571e-03, eta: 10:35:40, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6388, top5_acc: 0.8359, loss_cls: 1.5288, loss: 1.5288, grad_norm: 4.1446 2020-07-20 23:19:05,430 - mmaction - INFO - Epoch [231][1040/1253] lr: 7.571e-03, eta: 10:35:15, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.6372, top5_acc: 0.8310, loss_cls: 1.5092, loss: 1.5092, grad_norm: 4.0793 2020-07-20 23:19:26,880 - mmaction - INFO - Epoch [231][1060/1253] lr: 7.571e-03, eta: 10:34:51, time: 1.074, data_time: 0.003, memory: 9059, top1_acc: 0.6271, top5_acc: 0.8276, loss_cls: 1.5700, loss: 1.5700, grad_norm: 4.1888 2020-07-20 23:19:48,160 - mmaction - INFO - Epoch [231][1080/1253] lr: 7.571e-03, eta: 10:34:26, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6289, top5_acc: 0.8318, loss_cls: 1.5422, loss: 1.5422, grad_norm: 4.1841 2020-07-20 23:20:09,336 - mmaction - INFO - Epoch [231][1100/1253] lr: 7.571e-03, eta: 10:34:02, time: 1.059, data_time: 0.003, memory: 9059, top1_acc: 0.6315, top5_acc: 0.8336, loss_cls: 1.5636, loss: 1.5636, grad_norm: 4.2164 2020-07-20 23:20:31,242 - mmaction - INFO - Epoch [231][1120/1253] lr: 7.571e-03, eta: 10:33:37, time: 1.095, data_time: 0.002, memory: 9059, top1_acc: 0.6339, top5_acc: 0.8193, loss_cls: 1.5650, loss: 1.5650, grad_norm: 4.1231 2020-07-20 23:20:52,563 - mmaction - INFO - Epoch [231][1140/1253] lr: 7.571e-03, eta: 10:33:13, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6315, top5_acc: 0.8315, loss_cls: 1.5516, loss: 1.5516, grad_norm: 4.1656 2020-07-20 23:21:13,852 - mmaction - INFO - Epoch [231][1160/1253] lr: 7.571e-03, eta: 10:32:48, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6427, top5_acc: 0.8297, loss_cls: 1.5485, loss: 1.5485, grad_norm: 4.1354 2020-07-20 23:21:35,250 - mmaction - INFO - Epoch [231][1180/1253] lr: 7.571e-03, eta: 10:32:23, time: 1.070, data_time: 0.001, memory: 9059, top1_acc: 0.6422, top5_acc: 0.8354, loss_cls: 1.5251, loss: 1.5251, grad_norm: 4.1166 2020-07-20 23:21:56,737 - mmaction - INFO - Epoch [231][1200/1253] lr: 7.571e-03, eta: 10:31:59, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.6417, top5_acc: 0.8307, loss_cls: 1.5237, loss: 1.5237, grad_norm: 4.0543 2020-07-20 23:22:18,094 - mmaction - INFO - Epoch [231][1220/1253] lr: 7.571e-03, eta: 10:31:34, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.6331, top5_acc: 0.8370, loss_cls: 1.5222, loss: 1.5222, grad_norm: 4.1889 2020-07-20 23:22:39,392 - mmaction - INFO - Epoch [231][1240/1253] lr: 7.571e-03, eta: 10:31:10, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.6443, top5_acc: 0.8346, loss_cls: 1.5295, loss: 1.5295, grad_norm: 4.1624 2020-07-20 23:26:28,795 - mmaction - INFO - Epoch [232][20/1253] lr: 7.004e-03, eta: 10:30:54, time: 10.340, data_time: 8.935, memory: 9059, top1_acc: 0.6531, top5_acc: 0.8339, loss_cls: 1.4829, loss: 1.4829, grad_norm: 4.0818 2020-07-20 23:26:50,630 - mmaction - INFO - Epoch [232][40/1253] lr: 7.004e-03, eta: 10:30:29, time: 1.092, data_time: 0.002, memory: 9059, top1_acc: 0.6466, top5_acc: 0.8451, loss_cls: 1.4721, loss: 1.4721, grad_norm: 4.0868 2020-07-20 23:27:11,930 - mmaction - INFO - Epoch [232][60/1253] lr: 7.004e-03, eta: 10:30:04, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6419, top5_acc: 0.8276, loss_cls: 1.5308, loss: 1.5308, grad_norm: 4.1530 2020-07-20 23:27:33,252 - mmaction - INFO - Epoch [232][80/1253] lr: 7.004e-03, eta: 10:29:40, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6466, top5_acc: 0.8424, loss_cls: 1.4830, loss: 1.4830, grad_norm: 4.1219 2020-07-20 23:27:54,682 - mmaction - INFO - Epoch [232][100/1253] lr: 7.004e-03, eta: 10:29:15, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.6578, top5_acc: 0.8451, loss_cls: 1.4496, loss: 1.4496, grad_norm: 4.1224 2020-07-20 23:28:16,153 - mmaction - INFO - Epoch [232][120/1253] lr: 7.004e-03, eta: 10:28:51, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.6432, top5_acc: 0.8320, loss_cls: 1.5312, loss: 1.5312, grad_norm: 4.2947 2020-07-20 23:28:37,571 - mmaction - INFO - Epoch [232][140/1253] lr: 7.004e-03, eta: 10:28:26, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.6484, top5_acc: 0.8357, loss_cls: 1.5112, loss: 1.5112, grad_norm: 4.1504 2020-07-20 23:28:59,067 - mmaction - INFO - Epoch [232][160/1253] lr: 7.004e-03, eta: 10:28:02, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.6422, top5_acc: 0.8344, loss_cls: 1.5131, loss: 1.5131, grad_norm: 4.1893 2020-07-20 23:29:20,805 - mmaction - INFO - Epoch [232][180/1253] lr: 7.004e-03, eta: 10:27:37, time: 1.088, data_time: 0.002, memory: 9059, top1_acc: 0.6453, top5_acc: 0.8404, loss_cls: 1.5046, loss: 1.5046, grad_norm: 4.2177 2020-07-20 23:29:42,160 - mmaction - INFO - Epoch [232][200/1253] lr: 7.004e-03, eta: 10:27:13, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.6203, top5_acc: 0.8214, loss_cls: 1.5807, loss: 1.5807, grad_norm: 4.2421 2020-07-20 23:30:03,355 - mmaction - INFO - Epoch [232][220/1253] lr: 7.004e-03, eta: 10:26:48, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.6367, top5_acc: 0.8357, loss_cls: 1.5292, loss: 1.5292, grad_norm: 4.1661 2020-07-20 23:30:25,848 - mmaction - INFO - Epoch [232][240/1253] lr: 7.004e-03, eta: 10:26:23, time: 1.125, data_time: 0.002, memory: 9059, top1_acc: 0.6401, top5_acc: 0.8326, loss_cls: 1.5209, loss: 1.5209, grad_norm: 4.1556 2020-07-20 23:30:47,143 - mmaction - INFO - Epoch [232][260/1253] lr: 7.004e-03, eta: 10:25:59, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6451, top5_acc: 0.8346, loss_cls: 1.5057, loss: 1.5057, grad_norm: 4.2054 2020-07-20 23:31:08,896 - mmaction - INFO - Epoch [232][280/1253] lr: 7.004e-03, eta: 10:25:34, time: 1.089, data_time: 0.002, memory: 9059, top1_acc: 0.6477, top5_acc: 0.8255, loss_cls: 1.5023, loss: 1.5023, grad_norm: 4.1582 2020-07-20 23:31:30,108 - mmaction - INFO - Epoch [232][300/1253] lr: 7.004e-03, eta: 10:25:10, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.6349, top5_acc: 0.8458, loss_cls: 1.5056, loss: 1.5056, grad_norm: 4.1757 2020-07-20 23:31:51,704 - mmaction - INFO - Epoch [232][320/1253] lr: 7.004e-03, eta: 10:24:45, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.6326, top5_acc: 0.8279, loss_cls: 1.5640, loss: 1.5640, grad_norm: 4.2719 2020-07-20 23:32:13,028 - mmaction - INFO - Epoch [232][340/1253] lr: 7.004e-03, eta: 10:24:21, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.6289, top5_acc: 0.8349, loss_cls: 1.5321, loss: 1.5321, grad_norm: 4.2539 2020-07-20 23:32:34,322 - mmaction - INFO - Epoch [232][360/1253] lr: 7.004e-03, eta: 10:23:56, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6424, top5_acc: 0.8354, loss_cls: 1.5269, loss: 1.5269, grad_norm: 4.2326 2020-07-20 23:32:55,630 - mmaction - INFO - Epoch [232][380/1253] lr: 7.004e-03, eta: 10:23:31, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6380, top5_acc: 0.8326, loss_cls: 1.5230, loss: 1.5230, grad_norm: 4.1959 2020-07-20 23:33:17,031 - mmaction - INFO - Epoch [232][400/1253] lr: 7.004e-03, eta: 10:23:07, time: 1.072, data_time: 0.004, memory: 9059, top1_acc: 0.6388, top5_acc: 0.8271, loss_cls: 1.5398, loss: 1.5398, grad_norm: 4.0670 2020-07-20 23:33:38,261 - mmaction - INFO - Epoch [232][420/1253] lr: 7.004e-03, eta: 10:22:42, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.6427, top5_acc: 0.8357, loss_cls: 1.5059, loss: 1.5059, grad_norm: 4.2093 2020-07-20 23:33:59,898 - mmaction - INFO - Epoch [232][440/1253] lr: 7.004e-03, eta: 10:22:18, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.6435, top5_acc: 0.8339, loss_cls: 1.5056, loss: 1.5056, grad_norm: 4.1494 2020-07-20 23:34:20,995 - mmaction - INFO - Epoch [232][460/1253] lr: 7.004e-03, eta: 10:21:53, time: 1.054, data_time: 0.003, memory: 9059, top1_acc: 0.6451, top5_acc: 0.8409, loss_cls: 1.5174, loss: 1.5174, grad_norm: 4.1601 2020-07-20 23:34:42,252 - mmaction - INFO - Epoch [232][480/1253] lr: 7.004e-03, eta: 10:21:29, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.6286, top5_acc: 0.8302, loss_cls: 1.5557, loss: 1.5557, grad_norm: 4.2412 2020-07-20 23:35:03,471 - mmaction - INFO - Epoch [232][500/1253] lr: 7.004e-03, eta: 10:21:04, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.6438, top5_acc: 0.8385, loss_cls: 1.4907, loss: 1.4907, grad_norm: 4.2374 2020-07-20 23:35:25,117 - mmaction - INFO - Epoch [232][520/1253] lr: 7.004e-03, eta: 10:20:39, time: 1.082, data_time: 0.002, memory: 9059, top1_acc: 0.6349, top5_acc: 0.8240, loss_cls: 1.5353, loss: 1.5353, grad_norm: 4.1696 2020-07-20 23:35:46,401 - mmaction - INFO - Epoch [232][540/1253] lr: 7.004e-03, eta: 10:20:15, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6430, top5_acc: 0.8365, loss_cls: 1.4866, loss: 1.4866, grad_norm: 4.1683 2020-07-20 23:36:07,893 - mmaction - INFO - Epoch [232][560/1253] lr: 7.004e-03, eta: 10:19:50, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.6497, top5_acc: 0.8346, loss_cls: 1.5042, loss: 1.5042, grad_norm: 4.1179 2020-07-20 23:36:29,179 - mmaction - INFO - Epoch [232][580/1253] lr: 7.004e-03, eta: 10:19:26, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6440, top5_acc: 0.8424, loss_cls: 1.4518, loss: 1.4518, grad_norm: 4.1263 2020-07-20 23:36:50,846 - mmaction - INFO - Epoch [232][600/1253] lr: 7.004e-03, eta: 10:19:01, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.6406, top5_acc: 0.8352, loss_cls: 1.5035, loss: 1.5035, grad_norm: 4.2415 2020-07-20 23:37:12,151 - mmaction - INFO - Epoch [232][620/1253] lr: 7.004e-03, eta: 10:18:37, time: 1.069, data_time: 0.006, memory: 9059, top1_acc: 0.6320, top5_acc: 0.8302, loss_cls: 1.5408, loss: 1.5408, grad_norm: 4.1775 2020-07-20 23:37:33,571 - mmaction - INFO - Epoch [232][640/1253] lr: 7.004e-03, eta: 10:18:12, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.6633, top5_acc: 0.8409, loss_cls: 1.4574, loss: 1.4574, grad_norm: 4.0529 2020-07-20 23:37:54,883 - mmaction - INFO - Epoch [232][660/1253] lr: 7.004e-03, eta: 10:17:47, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.6357, top5_acc: 0.8276, loss_cls: 1.5312, loss: 1.5312, grad_norm: 4.2419 2020-07-20 23:38:16,946 - mmaction - INFO - Epoch [232][680/1253] lr: 7.004e-03, eta: 10:17:23, time: 1.103, data_time: 0.027, memory: 9059, top1_acc: 0.6443, top5_acc: 0.8344, loss_cls: 1.5176, loss: 1.5176, grad_norm: 4.2111 2020-07-20 23:38:38,388 - mmaction - INFO - Epoch [232][700/1253] lr: 7.004e-03, eta: 10:16:58, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.6435, top5_acc: 0.8409, loss_cls: 1.5200, loss: 1.5200, grad_norm: 4.2471 2020-07-20 23:38:59,641 - mmaction - INFO - Epoch [232][720/1253] lr: 7.004e-03, eta: 10:16:34, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6526, top5_acc: 0.8401, loss_cls: 1.4734, loss: 1.4734, grad_norm: 4.1958 2020-07-20 23:39:21,054 - mmaction - INFO - Epoch [232][740/1253] lr: 7.004e-03, eta: 10:16:09, time: 1.070, data_time: 0.001, memory: 9059, top1_acc: 0.6404, top5_acc: 0.8305, loss_cls: 1.5246, loss: 1.5246, grad_norm: 4.2131 2020-07-20 23:39:42,177 - mmaction - INFO - Epoch [232][760/1253] lr: 7.004e-03, eta: 10:15:45, time: 1.055, data_time: 0.002, memory: 9059, top1_acc: 0.6505, top5_acc: 0.8328, loss_cls: 1.4989, loss: 1.4989, grad_norm: 4.1545 2020-07-20 23:40:03,546 - mmaction - INFO - Epoch [232][780/1253] lr: 7.004e-03, eta: 10:15:20, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.6336, top5_acc: 0.8281, loss_cls: 1.5658, loss: 1.5658, grad_norm: 4.3243 2020-07-20 23:40:24,841 - mmaction - INFO - Epoch [232][800/1253] lr: 7.004e-03, eta: 10:14:56, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.6396, top5_acc: 0.8344, loss_cls: 1.5289, loss: 1.5289, grad_norm: 4.2765 2020-07-20 23:40:46,263 - mmaction - INFO - Epoch [232][820/1253] lr: 7.004e-03, eta: 10:14:31, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.6313, top5_acc: 0.8281, loss_cls: 1.5615, loss: 1.5615, grad_norm: 4.1990 2020-07-20 23:41:07,699 - mmaction - INFO - Epoch [232][840/1253] lr: 7.004e-03, eta: 10:14:06, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.6336, top5_acc: 0.8289, loss_cls: 1.5206, loss: 1.5206, grad_norm: 4.1449 2020-07-20 23:41:29,060 - mmaction - INFO - Epoch [232][860/1253] lr: 7.004e-03, eta: 10:13:42, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6341, top5_acc: 0.8284, loss_cls: 1.5229, loss: 1.5229, grad_norm: 4.1908 2020-07-20 23:41:50,188 - mmaction - INFO - Epoch [232][880/1253] lr: 7.004e-03, eta: 10:13:17, time: 1.058, data_time: 0.003, memory: 9059, top1_acc: 0.6435, top5_acc: 0.8346, loss_cls: 1.5358, loss: 1.5358, grad_norm: 4.3174 2020-07-20 23:42:11,701 - mmaction - INFO - Epoch [232][900/1253] lr: 7.004e-03, eta: 10:12:53, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.6391, top5_acc: 0.8456, loss_cls: 1.4922, loss: 1.4922, grad_norm: 4.2542 2020-07-20 23:42:32,972 - mmaction - INFO - Epoch [232][920/1253] lr: 7.004e-03, eta: 10:12:28, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.6536, top5_acc: 0.8411, loss_cls: 1.4772, loss: 1.4772, grad_norm: 4.2793 2020-07-20 23:42:54,366 - mmaction - INFO - Epoch [232][940/1253] lr: 7.004e-03, eta: 10:12:04, time: 1.072, data_time: 0.004, memory: 9059, top1_acc: 0.6477, top5_acc: 0.8354, loss_cls: 1.5138, loss: 1.5138, grad_norm: 4.2252 2020-07-20 23:43:15,800 - mmaction - INFO - Epoch [232][960/1253] lr: 7.004e-03, eta: 10:11:39, time: 1.070, data_time: 0.001, memory: 9059, top1_acc: 0.6440, top5_acc: 0.8315, loss_cls: 1.4992, loss: 1.4992, grad_norm: 4.1393 2020-07-20 23:43:37,253 - mmaction - INFO - Epoch [232][980/1253] lr: 7.004e-03, eta: 10:11:15, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.6422, top5_acc: 0.8214, loss_cls: 1.5521, loss: 1.5521, grad_norm: 4.1910 2020-07-20 23:43:58,448 - mmaction - INFO - Epoch [232][1000/1253] lr: 7.004e-03, eta: 10:10:50, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.6328, top5_acc: 0.8318, loss_cls: 1.5181, loss: 1.5181, grad_norm: 4.2341 2020-07-20 23:44:19,745 - mmaction - INFO - Epoch [232][1020/1253] lr: 7.004e-03, eta: 10:10:25, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.6432, top5_acc: 0.8294, loss_cls: 1.5207, loss: 1.5207, grad_norm: 4.1829 2020-07-20 23:44:41,248 - mmaction - INFO - Epoch [232][1040/1253] lr: 7.004e-03, eta: 10:10:01, time: 1.075, data_time: 0.001, memory: 9059, top1_acc: 0.6422, top5_acc: 0.8305, loss_cls: 1.5132, loss: 1.5132, grad_norm: 4.2122 2020-07-20 23:45:02,336 - mmaction - INFO - Epoch [232][1060/1253] lr: 7.004e-03, eta: 10:09:36, time: 1.054, data_time: 0.002, memory: 9059, top1_acc: 0.6294, top5_acc: 0.8284, loss_cls: 1.5657, loss: 1.5657, grad_norm: 4.2765 2020-07-20 23:45:23,836 - mmaction - INFO - Epoch [232][1080/1253] lr: 7.004e-03, eta: 10:09:12, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.6505, top5_acc: 0.8414, loss_cls: 1.4741, loss: 1.4741, grad_norm: 4.1632 2020-07-20 23:45:45,065 - mmaction - INFO - Epoch [232][1100/1253] lr: 7.004e-03, eta: 10:08:47, time: 1.059, data_time: 0.001, memory: 9059, top1_acc: 0.6255, top5_acc: 0.8141, loss_cls: 1.6061, loss: 1.6061, grad_norm: 4.2834 2020-07-20 23:46:06,473 - mmaction - INFO - Epoch [232][1120/1253] lr: 7.004e-03, eta: 10:08:23, time: 1.072, data_time: 0.004, memory: 9059, top1_acc: 0.6333, top5_acc: 0.8299, loss_cls: 1.5346, loss: 1.5346, grad_norm: 4.2201 2020-07-20 23:46:27,957 - mmaction - INFO - Epoch [232][1140/1253] lr: 7.004e-03, eta: 10:07:58, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.6286, top5_acc: 0.8273, loss_cls: 1.5589, loss: 1.5589, grad_norm: 4.2570 2020-07-20 23:46:49,135 - mmaction - INFO - Epoch [232][1160/1253] lr: 7.004e-03, eta: 10:07:33, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.6299, top5_acc: 0.8289, loss_cls: 1.5495, loss: 1.5495, grad_norm: 4.1878 2020-07-20 23:47:10,463 - mmaction - INFO - Epoch [232][1180/1253] lr: 7.004e-03, eta: 10:07:09, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6427, top5_acc: 0.8370, loss_cls: 1.4928, loss: 1.4928, grad_norm: 4.2193 2020-07-20 23:47:31,860 - mmaction - INFO - Epoch [232][1200/1253] lr: 7.004e-03, eta: 10:06:44, time: 1.070, data_time: 0.006, memory: 9059, top1_acc: 0.6417, top5_acc: 0.8305, loss_cls: 1.5073, loss: 1.5073, grad_norm: 4.1995 2020-07-20 23:47:53,116 - mmaction - INFO - Epoch [232][1220/1253] lr: 7.004e-03, eta: 10:06:20, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6516, top5_acc: 0.8445, loss_cls: 1.4518, loss: 1.4518, grad_norm: 4.1112 2020-07-20 23:48:14,473 - mmaction - INFO - Epoch [232][1240/1253] lr: 7.004e-03, eta: 10:05:55, time: 1.067, data_time: 0.007, memory: 9059, top1_acc: 0.6380, top5_acc: 0.8276, loss_cls: 1.5438, loss: 1.5438, grad_norm: 4.1991 2020-07-20 23:48:36,261 - mmaction - INFO - Saving checkpoint at 232 epochs 2020-07-20 23:51:43,925 - mmaction - INFO - Epoch [233][20/1253] lr: 6.459e-03, eta: 10:05:35, time: 9.314, data_time: 8.154, memory: 9059, top1_acc: 0.6482, top5_acc: 0.8365, loss_cls: 1.5075, loss: 1.5075, grad_norm: 4.2595 2020-07-20 23:52:05,248 - mmaction - INFO - Epoch [233][40/1253] lr: 6.459e-03, eta: 10:05:11, time: 1.067, data_time: 0.004, memory: 9059, top1_acc: 0.6344, top5_acc: 0.8375, loss_cls: 1.5092, loss: 1.5092, grad_norm: 4.3122 2020-07-20 23:52:26,809 - mmaction - INFO - Epoch [233][60/1253] lr: 6.459e-03, eta: 10:04:46, time: 1.077, data_time: 0.001, memory: 9059, top1_acc: 0.6497, top5_acc: 0.8362, loss_cls: 1.4759, loss: 1.4759, grad_norm: 4.1086 2020-07-20 23:52:48,409 - mmaction - INFO - Epoch [233][80/1253] lr: 6.459e-03, eta: 10:04:22, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.6583, top5_acc: 0.8443, loss_cls: 1.4523, loss: 1.4523, grad_norm: 4.1592 2020-07-20 23:53:09,841 - mmaction - INFO - Epoch [233][100/1253] lr: 6.459e-03, eta: 10:03:57, time: 1.071, data_time: 0.001, memory: 9059, top1_acc: 0.6596, top5_acc: 0.8430, loss_cls: 1.4464, loss: 1.4464, grad_norm: 4.1640 2020-07-20 23:53:31,035 - mmaction - INFO - Epoch [233][120/1253] lr: 6.459e-03, eta: 10:03:33, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.6427, top5_acc: 0.8292, loss_cls: 1.5062, loss: 1.5062, grad_norm: 4.2505 2020-07-20 23:53:52,301 - mmaction - INFO - Epoch [233][140/1253] lr: 6.459e-03, eta: 10:03:08, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.6458, top5_acc: 0.8294, loss_cls: 1.5143, loss: 1.5143, grad_norm: 4.2940 2020-07-20 23:54:13,559 - mmaction - INFO - Epoch [233][160/1253] lr: 6.459e-03, eta: 10:02:43, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6568, top5_acc: 0.8411, loss_cls: 1.4603, loss: 1.4603, grad_norm: 4.2248 2020-07-20 23:54:35,004 - mmaction - INFO - Epoch [233][180/1253] lr: 6.459e-03, eta: 10:02:19, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.6432, top5_acc: 0.8232, loss_cls: 1.5316, loss: 1.5316, grad_norm: 4.2210 2020-07-20 23:54:56,282 - mmaction - INFO - Epoch [233][200/1253] lr: 6.459e-03, eta: 10:01:54, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.6284, top5_acc: 0.8305, loss_cls: 1.5227, loss: 1.5227, grad_norm: 4.2698 2020-07-20 23:55:17,460 - mmaction - INFO - Epoch [233][220/1253] lr: 6.459e-03, eta: 10:01:30, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.6560, top5_acc: 0.8331, loss_cls: 1.4888, loss: 1.4888, grad_norm: 4.1961 2020-07-20 23:55:38,683 - mmaction - INFO - Epoch [233][240/1253] lr: 6.459e-03, eta: 10:01:05, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.6484, top5_acc: 0.8354, loss_cls: 1.5061, loss: 1.5061, grad_norm: 4.2774 2020-07-20 23:56:00,223 - mmaction - INFO - Epoch [233][260/1253] lr: 6.459e-03, eta: 10:00:41, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.6414, top5_acc: 0.8258, loss_cls: 1.5157, loss: 1.5157, grad_norm: 4.2766 2020-07-20 23:56:21,537 - mmaction - INFO - Epoch [233][280/1253] lr: 6.459e-03, eta: 10:00:16, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6438, top5_acc: 0.8391, loss_cls: 1.5015, loss: 1.5015, grad_norm: 4.3288 2020-07-20 23:56:42,826 - mmaction - INFO - Epoch [233][300/1253] lr: 6.459e-03, eta: 9:59:51, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6458, top5_acc: 0.8307, loss_cls: 1.5068, loss: 1.5068, grad_norm: 4.2318 2020-07-20 23:57:04,315 - mmaction - INFO - Epoch [233][320/1253] lr: 6.459e-03, eta: 9:59:27, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.6409, top5_acc: 0.8310, loss_cls: 1.5086, loss: 1.5086, grad_norm: 4.2778 2020-07-20 23:57:25,467 - mmaction - INFO - Epoch [233][340/1253] lr: 6.459e-03, eta: 9:59:02, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.6404, top5_acc: 0.8323, loss_cls: 1.5280, loss: 1.5280, grad_norm: 4.3026 2020-07-20 23:57:47,165 - mmaction - INFO - Epoch [233][360/1253] lr: 6.459e-03, eta: 9:58:38, time: 1.084, data_time: 0.002, memory: 9059, top1_acc: 0.6531, top5_acc: 0.8367, loss_cls: 1.4694, loss: 1.4694, grad_norm: 4.1948 2020-07-20 23:58:08,611 - mmaction - INFO - Epoch [233][380/1253] lr: 6.459e-03, eta: 9:58:13, time: 1.073, data_time: 0.003, memory: 9059, top1_acc: 0.6440, top5_acc: 0.8414, loss_cls: 1.4894, loss: 1.4894, grad_norm: 4.2638 2020-07-20 23:58:29,911 - mmaction - INFO - Epoch [233][400/1253] lr: 6.459e-03, eta: 9:57:49, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6469, top5_acc: 0.8372, loss_cls: 1.5249, loss: 1.5249, grad_norm: 4.2867 2020-07-20 23:58:51,150 - mmaction - INFO - Epoch [233][420/1253] lr: 6.459e-03, eta: 9:57:24, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.6357, top5_acc: 0.8310, loss_cls: 1.5269, loss: 1.5269, grad_norm: 4.2813 2020-07-20 23:59:12,676 - mmaction - INFO - Epoch [233][440/1253] lr: 6.459e-03, eta: 9:57:00, time: 1.078, data_time: 0.003, memory: 9059, top1_acc: 0.6536, top5_acc: 0.8393, loss_cls: 1.4702, loss: 1.4702, grad_norm: 4.2413 2020-07-20 23:59:34,576 - mmaction - INFO - Epoch [233][460/1253] lr: 6.459e-03, eta: 9:56:35, time: 1.095, data_time: 0.002, memory: 9059, top1_acc: 0.6500, top5_acc: 0.8362, loss_cls: 1.5021, loss: 1.5021, grad_norm: 4.2762 2020-07-20 23:59:55,891 - mmaction - INFO - Epoch [233][480/1253] lr: 6.459e-03, eta: 9:56:11, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6341, top5_acc: 0.8284, loss_cls: 1.5422, loss: 1.5422, grad_norm: 4.2919 2020-07-21 00:00:26,592 - mmaction - INFO - Epoch [233][500/1253] lr: 6.459e-03, eta: 9:55:47, time: 1.519, data_time: 0.002, memory: 9059, top1_acc: 0.6396, top5_acc: 0.8240, loss_cls: 1.5284, loss: 1.5284, grad_norm: 4.2804 2020-07-21 00:00:49,258 - mmaction - INFO - Epoch [233][520/1253] lr: 6.459e-03, eta: 9:55:23, time: 1.148, data_time: 0.022, memory: 9059, top1_acc: 0.6388, top5_acc: 0.8284, loss_cls: 1.5300, loss: 1.5300, grad_norm: 4.2859 2020-07-21 00:01:10,487 - mmaction - INFO - Epoch [233][540/1253] lr: 6.459e-03, eta: 9:54:58, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.6388, top5_acc: 0.8268, loss_cls: 1.5378, loss: 1.5378, grad_norm: 4.3225 2020-07-21 00:01:32,264 - mmaction - INFO - Epoch [233][560/1253] lr: 6.459e-03, eta: 9:54:34, time: 1.089, data_time: 0.002, memory: 9059, top1_acc: 0.6409, top5_acc: 0.8406, loss_cls: 1.4844, loss: 1.4844, grad_norm: 4.2734 2020-07-21 00:01:53,656 - mmaction - INFO - Epoch [233][580/1253] lr: 6.459e-03, eta: 9:54:09, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.6451, top5_acc: 0.8266, loss_cls: 1.5466, loss: 1.5466, grad_norm: 4.3072 2020-07-21 00:02:14,928 - mmaction - INFO - Epoch [233][600/1253] lr: 6.459e-03, eta: 9:53:45, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6464, top5_acc: 0.8346, loss_cls: 1.5018, loss: 1.5018, grad_norm: 4.2451 2020-07-21 00:02:36,046 - mmaction - INFO - Epoch [233][620/1253] lr: 6.459e-03, eta: 9:53:20, time: 1.055, data_time: 0.002, memory: 9059, top1_acc: 0.6414, top5_acc: 0.8318, loss_cls: 1.5384, loss: 1.5384, grad_norm: 4.2262 2020-07-21 00:02:57,485 - mmaction - INFO - Epoch [233][640/1253] lr: 6.459e-03, eta: 9:52:56, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.6443, top5_acc: 0.8286, loss_cls: 1.5270, loss: 1.5270, grad_norm: 4.2272 2020-07-21 00:03:18,795 - mmaction - INFO - Epoch [233][660/1253] lr: 6.459e-03, eta: 9:52:31, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.6388, top5_acc: 0.8273, loss_cls: 1.5601, loss: 1.5601, grad_norm: 4.2828 2020-07-21 00:03:40,309 - mmaction - INFO - Epoch [233][680/1253] lr: 6.459e-03, eta: 9:52:06, time: 1.075, data_time: 0.001, memory: 9059, top1_acc: 0.6440, top5_acc: 0.8333, loss_cls: 1.5209, loss: 1.5209, grad_norm: 4.2154 2020-07-21 00:04:01,822 - mmaction - INFO - Epoch [233][700/1253] lr: 6.459e-03, eta: 9:51:42, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.6391, top5_acc: 0.8354, loss_cls: 1.4985, loss: 1.4985, grad_norm: 4.3792 2020-07-21 00:04:23,235 - mmaction - INFO - Epoch [233][720/1253] lr: 6.459e-03, eta: 9:51:17, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.6445, top5_acc: 0.8336, loss_cls: 1.5139, loss: 1.5139, grad_norm: 4.2950 2020-07-21 00:04:44,544 - mmaction - INFO - Epoch [233][740/1253] lr: 6.459e-03, eta: 9:50:53, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6307, top5_acc: 0.8299, loss_cls: 1.5657, loss: 1.5657, grad_norm: 4.3928 2020-07-21 00:05:05,815 - mmaction - INFO - Epoch [233][760/1253] lr: 6.459e-03, eta: 9:50:28, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6474, top5_acc: 0.8253, loss_cls: 1.5217, loss: 1.5217, grad_norm: 4.2595 2020-07-21 00:05:27,120 - mmaction - INFO - Epoch [233][780/1253] lr: 6.459e-03, eta: 9:50:04, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6500, top5_acc: 0.8422, loss_cls: 1.4647, loss: 1.4647, grad_norm: 4.1862 2020-07-21 00:05:48,438 - mmaction - INFO - Epoch [233][800/1253] lr: 6.459e-03, eta: 9:49:39, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6469, top5_acc: 0.8396, loss_cls: 1.4932, loss: 1.4932, grad_norm: 4.2912 2020-07-21 00:06:09,910 - mmaction - INFO - Epoch [233][820/1253] lr: 6.459e-03, eta: 9:49:15, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.6419, top5_acc: 0.8333, loss_cls: 1.4968, loss: 1.4968, grad_norm: 4.3094 2020-07-21 00:06:31,252 - mmaction - INFO - Epoch [233][840/1253] lr: 6.459e-03, eta: 9:48:50, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.6466, top5_acc: 0.8424, loss_cls: 1.4580, loss: 1.4580, grad_norm: 4.1657 2020-07-21 00:06:52,676 - mmaction - INFO - Epoch [233][860/1253] lr: 6.459e-03, eta: 9:48:26, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.6456, top5_acc: 0.8341, loss_cls: 1.4805, loss: 1.4805, grad_norm: 4.2950 2020-07-21 00:07:14,187 - mmaction - INFO - Epoch [233][880/1253] lr: 6.459e-03, eta: 9:48:01, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.6474, top5_acc: 0.8401, loss_cls: 1.4696, loss: 1.4696, grad_norm: 4.2290 2020-07-21 00:07:35,791 - mmaction - INFO - Epoch [233][900/1253] lr: 6.459e-03, eta: 9:47:37, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.6435, top5_acc: 0.8279, loss_cls: 1.5165, loss: 1.5165, grad_norm: 4.3462 2020-07-21 00:07:57,264 - mmaction - INFO - Epoch [233][920/1253] lr: 6.459e-03, eta: 9:47:12, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.6411, top5_acc: 0.8331, loss_cls: 1.5154, loss: 1.5154, grad_norm: 4.3038 2020-07-21 00:08:18,675 - mmaction - INFO - Epoch [233][940/1253] lr: 6.459e-03, eta: 9:46:47, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.6477, top5_acc: 0.8370, loss_cls: 1.4734, loss: 1.4734, grad_norm: 4.3343 2020-07-21 00:08:39,975 - mmaction - INFO - Epoch [233][960/1253] lr: 6.459e-03, eta: 9:46:23, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.6396, top5_acc: 0.8258, loss_cls: 1.5478, loss: 1.5478, grad_norm: 4.3821 2020-07-21 00:09:01,400 - mmaction - INFO - Epoch [233][980/1253] lr: 6.459e-03, eta: 9:45:58, time: 1.073, data_time: 0.003, memory: 9059, top1_acc: 0.6479, top5_acc: 0.8383, loss_cls: 1.4817, loss: 1.4817, grad_norm: 4.2761 2020-07-21 00:09:22,753 - mmaction - INFO - Epoch [233][1000/1253] lr: 6.459e-03, eta: 9:45:34, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6487, top5_acc: 0.8427, loss_cls: 1.4687, loss: 1.4687, grad_norm: 4.2448 2020-07-21 00:09:44,095 - mmaction - INFO - Epoch [233][1020/1253] lr: 6.459e-03, eta: 9:45:09, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6315, top5_acc: 0.8302, loss_cls: 1.5622, loss: 1.5622, grad_norm: 4.3846 2020-07-21 00:10:05,686 - mmaction - INFO - Epoch [233][1040/1253] lr: 6.459e-03, eta: 9:44:45, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.6367, top5_acc: 0.8307, loss_cls: 1.5220, loss: 1.5220, grad_norm: 4.3222 2020-07-21 00:10:26,860 - mmaction - INFO - Epoch [233][1060/1253] lr: 6.459e-03, eta: 9:44:20, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.6404, top5_acc: 0.8365, loss_cls: 1.4822, loss: 1.4822, grad_norm: 4.3129 2020-07-21 00:10:48,159 - mmaction - INFO - Epoch [233][1080/1253] lr: 6.459e-03, eta: 9:43:56, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6565, top5_acc: 0.8346, loss_cls: 1.4725, loss: 1.4725, grad_norm: 4.1923 2020-07-21 00:11:09,546 - mmaction - INFO - Epoch [233][1100/1253] lr: 6.459e-03, eta: 9:43:31, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.6531, top5_acc: 0.8419, loss_cls: 1.4625, loss: 1.4625, grad_norm: 4.2346 2020-07-21 00:11:31,086 - mmaction - INFO - Epoch [233][1120/1253] lr: 6.459e-03, eta: 9:43:07, time: 1.077, data_time: 0.001, memory: 9059, top1_acc: 0.6336, top5_acc: 0.8307, loss_cls: 1.5530, loss: 1.5530, grad_norm: 4.3699 2020-07-21 00:11:52,616 - mmaction - INFO - Epoch [233][1140/1253] lr: 6.459e-03, eta: 9:42:42, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.6391, top5_acc: 0.8357, loss_cls: 1.5218, loss: 1.5218, grad_norm: 4.2552 2020-07-21 00:12:14,169 - mmaction - INFO - Epoch [233][1160/1253] lr: 6.459e-03, eta: 9:42:18, time: 1.080, data_time: 0.005, memory: 9059, top1_acc: 0.6573, top5_acc: 0.8307, loss_cls: 1.5098, loss: 1.5098, grad_norm: 4.2865 2020-07-21 00:12:35,513 - mmaction - INFO - Epoch [233][1180/1253] lr: 6.459e-03, eta: 9:41:53, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6349, top5_acc: 0.8359, loss_cls: 1.5315, loss: 1.5315, grad_norm: 4.2925 2020-07-21 00:12:56,898 - mmaction - INFO - Epoch [233][1200/1253] lr: 6.459e-03, eta: 9:41:29, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.6424, top5_acc: 0.8245, loss_cls: 1.5327, loss: 1.5327, grad_norm: 4.3417 2020-07-21 00:13:18,187 - mmaction - INFO - Epoch [233][1220/1253] lr: 6.459e-03, eta: 9:41:04, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6508, top5_acc: 0.8393, loss_cls: 1.4865, loss: 1.4865, grad_norm: 4.2064 2020-07-21 00:13:39,507 - mmaction - INFO - Epoch [233][1240/1253] lr: 6.459e-03, eta: 9:40:39, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.6302, top5_acc: 0.8320, loss_cls: 1.5377, loss: 1.5377, grad_norm: 4.3126 2020-07-21 00:17:32,566 - mmaction - INFO - Epoch [234][20/1253] lr: 5.935e-03, eta: 9:40:21, time: 10.328, data_time: 9.167, memory: 9059, top1_acc: 0.6427, top5_acc: 0.8339, loss_cls: 1.5188, loss: 1.5188, grad_norm: 4.3525 2020-07-21 00:17:54,143 - mmaction - INFO - Epoch [234][40/1253] lr: 5.935e-03, eta: 9:39:57, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.6492, top5_acc: 0.8435, loss_cls: 1.4739, loss: 1.4739, grad_norm: 4.3218 2020-07-21 00:18:15,517 - mmaction - INFO - Epoch [234][60/1253] lr: 5.935e-03, eta: 9:39:32, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.6362, top5_acc: 0.8255, loss_cls: 1.5432, loss: 1.5432, grad_norm: 4.3688 2020-07-21 00:18:36,948 - mmaction - INFO - Epoch [234][80/1253] lr: 5.935e-03, eta: 9:39:08, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.6549, top5_acc: 0.8398, loss_cls: 1.4607, loss: 1.4607, grad_norm: 4.3021 2020-07-21 00:18:58,310 - mmaction - INFO - Epoch [234][100/1253] lr: 5.935e-03, eta: 9:38:43, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.6604, top5_acc: 0.8409, loss_cls: 1.4391, loss: 1.4391, grad_norm: 4.2757 2020-07-21 00:19:19,611 - mmaction - INFO - Epoch [234][120/1253] lr: 5.935e-03, eta: 9:38:19, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6445, top5_acc: 0.8370, loss_cls: 1.4705, loss: 1.4705, grad_norm: 4.3338 2020-07-21 00:19:41,025 - mmaction - INFO - Epoch [234][140/1253] lr: 5.935e-03, eta: 9:37:54, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.6513, top5_acc: 0.8393, loss_cls: 1.4761, loss: 1.4761, grad_norm: 4.2870 2020-07-21 00:20:02,652 - mmaction - INFO - Epoch [234][160/1253] lr: 5.935e-03, eta: 9:37:29, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.6565, top5_acc: 0.8430, loss_cls: 1.4579, loss: 1.4579, grad_norm: 4.3224 2020-07-21 00:20:23,877 - mmaction - INFO - Epoch [234][180/1253] lr: 5.935e-03, eta: 9:37:05, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.6536, top5_acc: 0.8469, loss_cls: 1.4540, loss: 1.4540, grad_norm: 4.2872 2020-07-21 00:20:45,304 - mmaction - INFO - Epoch [234][200/1253] lr: 5.935e-03, eta: 9:36:40, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.6469, top5_acc: 0.8469, loss_cls: 1.4671, loss: 1.4671, grad_norm: 4.3268 2020-07-21 00:21:06,766 - mmaction - INFO - Epoch [234][220/1253] lr: 5.935e-03, eta: 9:36:16, time: 1.074, data_time: 0.004, memory: 9059, top1_acc: 0.6565, top5_acc: 0.8346, loss_cls: 1.4790, loss: 1.4790, grad_norm: 4.2753 2020-07-21 00:21:27,920 - mmaction - INFO - Epoch [234][240/1253] lr: 5.935e-03, eta: 9:35:51, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.6490, top5_acc: 0.8370, loss_cls: 1.4878, loss: 1.4878, grad_norm: 4.3526 2020-07-21 00:21:49,453 - mmaction - INFO - Epoch [234][260/1253] lr: 5.935e-03, eta: 9:35:27, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.6440, top5_acc: 0.8323, loss_cls: 1.5004, loss: 1.5004, grad_norm: 4.3478 2020-07-21 00:22:10,914 - mmaction - INFO - Epoch [234][280/1253] lr: 5.935e-03, eta: 9:35:02, time: 1.072, data_time: 0.001, memory: 9059, top1_acc: 0.6401, top5_acc: 0.8456, loss_cls: 1.4817, loss: 1.4817, grad_norm: 4.4062 2020-07-21 00:22:32,150 - mmaction - INFO - Epoch [234][300/1253] lr: 5.935e-03, eta: 9:34:38, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6451, top5_acc: 0.8357, loss_cls: 1.4914, loss: 1.4914, grad_norm: 4.3073 2020-07-21 00:22:53,479 - mmaction - INFO - Epoch [234][320/1253] lr: 5.935e-03, eta: 9:34:13, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6438, top5_acc: 0.8273, loss_cls: 1.5367, loss: 1.5367, grad_norm: 4.3051 2020-07-21 00:23:14,787 - mmaction - INFO - Epoch [234][340/1253] lr: 5.935e-03, eta: 9:33:49, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6529, top5_acc: 0.8362, loss_cls: 1.4691, loss: 1.4691, grad_norm: 4.2800 2020-07-21 00:23:36,295 - mmaction - INFO - Epoch [234][360/1253] lr: 5.935e-03, eta: 9:33:24, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.6581, top5_acc: 0.8466, loss_cls: 1.4553, loss: 1.4553, grad_norm: 4.2808 2020-07-21 00:23:57,621 - mmaction - INFO - Epoch [234][380/1253] lr: 5.935e-03, eta: 9:33:00, time: 1.068, data_time: 0.004, memory: 9059, top1_acc: 0.6544, top5_acc: 0.8419, loss_cls: 1.4491, loss: 1.4491, grad_norm: 4.2614 2020-07-21 00:24:19,142 - mmaction - INFO - Epoch [234][400/1253] lr: 5.935e-03, eta: 9:32:35, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.6424, top5_acc: 0.8318, loss_cls: 1.4990, loss: 1.4990, grad_norm: 4.2876 2020-07-21 00:24:40,599 - mmaction - INFO - Epoch [234][420/1253] lr: 5.935e-03, eta: 9:32:10, time: 1.073, data_time: 0.003, memory: 9059, top1_acc: 0.6401, top5_acc: 0.8380, loss_cls: 1.5029, loss: 1.5029, grad_norm: 4.3838 2020-07-21 00:25:02,018 - mmaction - INFO - Epoch [234][440/1253] lr: 5.935e-03, eta: 9:31:46, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.6508, top5_acc: 0.8328, loss_cls: 1.4854, loss: 1.4854, grad_norm: 4.2930 2020-07-21 00:25:23,433 - mmaction - INFO - Epoch [234][460/1253] lr: 5.935e-03, eta: 9:31:21, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.6529, top5_acc: 0.8357, loss_cls: 1.4722, loss: 1.4722, grad_norm: 4.2170 2020-07-21 00:25:44,972 - mmaction - INFO - Epoch [234][480/1253] lr: 5.935e-03, eta: 9:30:57, time: 1.076, data_time: 0.001, memory: 9059, top1_acc: 0.6471, top5_acc: 0.8333, loss_cls: 1.5136, loss: 1.5136, grad_norm: 4.3429 2020-07-21 00:26:06,288 - mmaction - INFO - Epoch [234][500/1253] lr: 5.935e-03, eta: 9:30:32, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6466, top5_acc: 0.8341, loss_cls: 1.5145, loss: 1.5145, grad_norm: 4.3738 2020-07-21 00:26:27,532 - mmaction - INFO - Epoch [234][520/1253] lr: 5.935e-03, eta: 9:30:08, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.6451, top5_acc: 0.8276, loss_cls: 1.5391, loss: 1.5391, grad_norm: 4.3656 2020-07-21 00:26:49,183 - mmaction - INFO - Epoch [234][540/1253] lr: 5.935e-03, eta: 9:29:43, time: 1.083, data_time: 0.002, memory: 9059, top1_acc: 0.6482, top5_acc: 0.8375, loss_cls: 1.5086, loss: 1.5086, grad_norm: 4.4437 2020-07-21 00:27:10,607 - mmaction - INFO - Epoch [234][560/1253] lr: 5.935e-03, eta: 9:29:19, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.6549, top5_acc: 0.8464, loss_cls: 1.4508, loss: 1.4508, grad_norm: 4.3262 2020-07-21 00:27:32,121 - mmaction - INFO - Epoch [234][580/1253] lr: 5.935e-03, eta: 9:28:54, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.6565, top5_acc: 0.8430, loss_cls: 1.4571, loss: 1.4571, grad_norm: 4.3428 2020-07-21 00:27:53,700 - mmaction - INFO - Epoch [234][600/1253] lr: 5.935e-03, eta: 9:28:30, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.6539, top5_acc: 0.8417, loss_cls: 1.4665, loss: 1.4665, grad_norm: 4.3347 2020-07-21 00:28:15,087 - mmaction - INFO - Epoch [234][620/1253] lr: 5.935e-03, eta: 9:28:05, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.6294, top5_acc: 0.8286, loss_cls: 1.5610, loss: 1.5610, grad_norm: 4.3439 2020-07-21 00:28:36,353 - mmaction - INFO - Epoch [234][640/1253] lr: 5.935e-03, eta: 9:27:41, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.6448, top5_acc: 0.8344, loss_cls: 1.4979, loss: 1.4979, grad_norm: 4.2894 2020-07-21 00:28:57,628 - mmaction - INFO - Epoch [234][660/1253] lr: 5.935e-03, eta: 9:27:16, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.6326, top5_acc: 0.8380, loss_cls: 1.5086, loss: 1.5086, grad_norm: 4.3369 2020-07-21 00:29:19,034 - mmaction - INFO - Epoch [234][680/1253] lr: 5.935e-03, eta: 9:26:52, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.6469, top5_acc: 0.8349, loss_cls: 1.5065, loss: 1.5065, grad_norm: 4.3281 2020-07-21 00:29:40,807 - mmaction - INFO - Epoch [234][700/1253] lr: 5.935e-03, eta: 9:26:27, time: 1.088, data_time: 0.002, memory: 9059, top1_acc: 0.6534, top5_acc: 0.8380, loss_cls: 1.4918, loss: 1.4918, grad_norm: 4.2764 2020-07-21 00:30:06,307 - mmaction - INFO - Epoch [234][720/1253] lr: 5.935e-03, eta: 9:26:03, time: 1.275, data_time: 0.024, memory: 9059, top1_acc: 0.6570, top5_acc: 0.8414, loss_cls: 1.4486, loss: 1.4486, grad_norm: 4.2419 2020-07-21 00:30:31,978 - mmaction - INFO - Epoch [234][740/1253] lr: 5.935e-03, eta: 9:25:39, time: 1.283, data_time: 0.022, memory: 9059, top1_acc: 0.6401, top5_acc: 0.8333, loss_cls: 1.5222, loss: 1.5222, grad_norm: 4.3830 2020-07-21 00:30:53,356 - mmaction - INFO - Epoch [234][760/1253] lr: 5.935e-03, eta: 9:25:15, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.6477, top5_acc: 0.8411, loss_cls: 1.4671, loss: 1.4671, grad_norm: 4.2871 2020-07-21 00:31:14,697 - mmaction - INFO - Epoch [234][780/1253] lr: 5.935e-03, eta: 9:24:50, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6427, top5_acc: 0.8375, loss_cls: 1.5208, loss: 1.5208, grad_norm: 4.4568 2020-07-21 00:31:36,395 - mmaction - INFO - Epoch [234][800/1253] lr: 5.935e-03, eta: 9:24:26, time: 1.088, data_time: 0.006, memory: 9059, top1_acc: 0.6599, top5_acc: 0.8406, loss_cls: 1.4729, loss: 1.4729, grad_norm: 4.2996 2020-07-21 00:31:57,714 - mmaction - INFO - Epoch [234][820/1253] lr: 5.935e-03, eta: 9:24:01, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6430, top5_acc: 0.8372, loss_cls: 1.5060, loss: 1.5060, grad_norm: 4.3115 2020-07-21 00:32:20,292 - mmaction - INFO - Epoch [234][840/1253] lr: 5.935e-03, eta: 9:23:37, time: 1.125, data_time: 0.001, memory: 9059, top1_acc: 0.6430, top5_acc: 0.8336, loss_cls: 1.4994, loss: 1.4994, grad_norm: 4.2693 2020-07-21 00:32:47,374 - mmaction - INFO - Epoch [234][860/1253] lr: 5.935e-03, eta: 9:23:13, time: 1.355, data_time: 0.033, memory: 9059, top1_acc: 0.6560, top5_acc: 0.8456, loss_cls: 1.4555, loss: 1.4555, grad_norm: 4.3064 2020-07-21 00:33:10,532 - mmaction - INFO - Epoch [234][880/1253] lr: 5.935e-03, eta: 9:22:49, time: 1.160, data_time: 0.021, memory: 9059, top1_acc: 0.6526, top5_acc: 0.8419, loss_cls: 1.4778, loss: 1.4778, grad_norm: 4.3501 2020-07-21 00:33:31,981 - mmaction - INFO - Epoch [234][900/1253] lr: 5.935e-03, eta: 9:22:24, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.6409, top5_acc: 0.8339, loss_cls: 1.4733, loss: 1.4733, grad_norm: 4.2943 2020-07-21 00:33:53,409 - mmaction - INFO - Epoch [234][920/1253] lr: 5.935e-03, eta: 9:22:00, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.6557, top5_acc: 0.8490, loss_cls: 1.4326, loss: 1.4326, grad_norm: 4.3004 2020-07-21 00:34:14,787 - mmaction - INFO - Epoch [234][940/1253] lr: 5.935e-03, eta: 9:21:35, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.6404, top5_acc: 0.8370, loss_cls: 1.5163, loss: 1.5163, grad_norm: 4.4590 2020-07-21 00:34:36,019 - mmaction - INFO - Epoch [234][960/1253] lr: 5.935e-03, eta: 9:21:11, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.6555, top5_acc: 0.8375, loss_cls: 1.4634, loss: 1.4634, grad_norm: 4.2500 2020-07-21 00:34:57,340 - mmaction - INFO - Epoch [234][980/1253] lr: 5.935e-03, eta: 9:20:46, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6432, top5_acc: 0.8299, loss_cls: 1.5108, loss: 1.5108, grad_norm: 4.3090 2020-07-21 00:35:18,644 - mmaction - INFO - Epoch [234][1000/1253] lr: 5.935e-03, eta: 9:20:21, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6492, top5_acc: 0.8333, loss_cls: 1.4871, loss: 1.4871, grad_norm: 4.3051 2020-07-21 00:35:39,951 - mmaction - INFO - Epoch [234][1020/1253] lr: 5.935e-03, eta: 9:19:57, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.6529, top5_acc: 0.8458, loss_cls: 1.4685, loss: 1.4685, grad_norm: 4.3221 2020-07-21 00:36:01,242 - mmaction - INFO - Epoch [234][1040/1253] lr: 5.935e-03, eta: 9:19:32, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6456, top5_acc: 0.8398, loss_cls: 1.4737, loss: 1.4737, grad_norm: 4.2963 2020-07-21 00:36:22,443 - mmaction - INFO - Epoch [234][1060/1253] lr: 5.935e-03, eta: 9:19:08, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.6565, top5_acc: 0.8479, loss_cls: 1.4330, loss: 1.4330, grad_norm: 4.3102 2020-07-21 00:36:43,786 - mmaction - INFO - Epoch [234][1080/1253] lr: 5.935e-03, eta: 9:18:43, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6484, top5_acc: 0.8393, loss_cls: 1.4655, loss: 1.4655, grad_norm: 4.4124 2020-07-21 00:37:05,009 - mmaction - INFO - Epoch [234][1100/1253] lr: 5.935e-03, eta: 9:18:19, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.6440, top5_acc: 0.8307, loss_cls: 1.5185, loss: 1.5185, grad_norm: 4.3044 2020-07-21 00:37:26,264 - mmaction - INFO - Epoch [234][1120/1253] lr: 5.935e-03, eta: 9:17:54, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.6581, top5_acc: 0.8349, loss_cls: 1.4823, loss: 1.4823, grad_norm: 4.2461 2020-07-21 00:37:47,479 - mmaction - INFO - Epoch [234][1140/1253] lr: 5.935e-03, eta: 9:17:30, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.6430, top5_acc: 0.8286, loss_cls: 1.5149, loss: 1.5149, grad_norm: 4.2925 2020-07-21 00:38:08,695 - mmaction - INFO - Epoch [234][1160/1253] lr: 5.935e-03, eta: 9:17:05, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.6466, top5_acc: 0.8401, loss_cls: 1.4946, loss: 1.4946, grad_norm: 4.3341 2020-07-21 00:38:29,931 - mmaction - INFO - Epoch [234][1180/1253] lr: 5.935e-03, eta: 9:16:41, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.6508, top5_acc: 0.8352, loss_cls: 1.5092, loss: 1.5092, grad_norm: 4.3041 2020-07-21 00:38:51,129 - mmaction - INFO - Epoch [234][1200/1253] lr: 5.935e-03, eta: 9:16:16, time: 1.059, data_time: 0.001, memory: 9059, top1_acc: 0.6526, top5_acc: 0.8448, loss_cls: 1.4514, loss: 1.4514, grad_norm: 4.3401 2020-07-21 00:39:12,347 - mmaction - INFO - Epoch [234][1220/1253] lr: 5.935e-03, eta: 9:15:52, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.6401, top5_acc: 0.8365, loss_cls: 1.4914, loss: 1.4914, grad_norm: 4.4795 2020-07-21 00:39:33,900 - mmaction - INFO - Epoch [234][1240/1253] lr: 5.935e-03, eta: 9:15:27, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.6536, top5_acc: 0.8451, loss_cls: 1.4572, loss: 1.4572, grad_norm: 4.3903 2020-07-21 00:43:13,486 - mmaction - INFO - Epoch [235][20/1253] lr: 5.434e-03, eta: 9:15:07, time: 9.855, data_time: 8.679, memory: 9059, top1_acc: 0.6508, top5_acc: 0.8417, loss_cls: 1.4622, loss: 1.4622, grad_norm: 4.3037 2020-07-21 00:43:35,010 - mmaction - INFO - Epoch [235][40/1253] lr: 5.434e-03, eta: 9:14:42, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.6518, top5_acc: 0.8401, loss_cls: 1.4596, loss: 1.4596, grad_norm: 4.2452 2020-07-21 00:43:56,408 - mmaction - INFO - Epoch [235][60/1253] lr: 5.434e-03, eta: 9:14:18, time: 1.071, data_time: 0.003, memory: 9059, top1_acc: 0.6586, top5_acc: 0.8484, loss_cls: 1.4210, loss: 1.4210, grad_norm: 4.2805 2020-07-21 00:44:17,585 - mmaction - INFO - Epoch [235][80/1253] lr: 5.434e-03, eta: 9:13:53, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.6724, top5_acc: 0.8453, loss_cls: 1.4070, loss: 1.4070, grad_norm: 4.2875 2020-07-21 00:44:38,759 - mmaction - INFO - Epoch [235][100/1253] lr: 5.434e-03, eta: 9:13:28, time: 1.059, data_time: 0.003, memory: 9059, top1_acc: 0.6513, top5_acc: 0.8336, loss_cls: 1.4959, loss: 1.4959, grad_norm: 4.3549 2020-07-21 00:45:00,103 - mmaction - INFO - Epoch [235][120/1253] lr: 5.434e-03, eta: 9:13:04, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6497, top5_acc: 0.8443, loss_cls: 1.4535, loss: 1.4535, grad_norm: 4.3338 2020-07-21 00:45:21,423 - mmaction - INFO - Epoch [235][140/1253] lr: 5.434e-03, eta: 9:12:39, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6531, top5_acc: 0.8380, loss_cls: 1.4667, loss: 1.4667, grad_norm: 4.3060 2020-07-21 00:45:42,667 - mmaction - INFO - Epoch [235][160/1253] lr: 5.434e-03, eta: 9:12:15, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6445, top5_acc: 0.8391, loss_cls: 1.4938, loss: 1.4938, grad_norm: 4.3459 2020-07-21 00:46:04,146 - mmaction - INFO - Epoch [235][180/1253] lr: 5.434e-03, eta: 9:11:50, time: 1.073, data_time: 0.001, memory: 9059, top1_acc: 0.6557, top5_acc: 0.8427, loss_cls: 1.4433, loss: 1.4433, grad_norm: 4.2942 2020-07-21 00:46:25,671 - mmaction - INFO - Epoch [235][200/1253] lr: 5.434e-03, eta: 9:11:26, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.6659, top5_acc: 0.8471, loss_cls: 1.3932, loss: 1.3932, grad_norm: 4.3327 2020-07-21 00:46:46,873 - mmaction - INFO - Epoch [235][220/1253] lr: 5.434e-03, eta: 9:11:01, time: 1.059, data_time: 0.001, memory: 9059, top1_acc: 0.6526, top5_acc: 0.8367, loss_cls: 1.4667, loss: 1.4667, grad_norm: 4.2746 2020-07-21 00:47:08,199 - mmaction - INFO - Epoch [235][240/1253] lr: 5.434e-03, eta: 9:10:37, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6589, top5_acc: 0.8414, loss_cls: 1.4623, loss: 1.4623, grad_norm: 4.3667 2020-07-21 00:47:29,744 - mmaction - INFO - Epoch [235][260/1253] lr: 5.434e-03, eta: 9:10:12, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.6617, top5_acc: 0.8469, loss_cls: 1.4353, loss: 1.4353, grad_norm: 4.3390 2020-07-21 00:47:51,055 - mmaction - INFO - Epoch [235][280/1253] lr: 5.434e-03, eta: 9:09:48, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.6612, top5_acc: 0.8487, loss_cls: 1.4458, loss: 1.4458, grad_norm: 4.3870 2020-07-21 00:48:12,304 - mmaction - INFO - Epoch [235][300/1253] lr: 5.434e-03, eta: 9:09:23, time: 1.061, data_time: 0.001, memory: 9059, top1_acc: 0.6414, top5_acc: 0.8318, loss_cls: 1.5043, loss: 1.5043, grad_norm: 4.4536 2020-07-21 00:48:33,686 - mmaction - INFO - Epoch [235][320/1253] lr: 5.434e-03, eta: 9:08:59, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.6552, top5_acc: 0.8505, loss_cls: 1.4323, loss: 1.4323, grad_norm: 4.3105 2020-07-21 00:48:54,905 - mmaction - INFO - Epoch [235][340/1253] lr: 5.434e-03, eta: 9:08:34, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.6388, top5_acc: 0.8474, loss_cls: 1.4879, loss: 1.4879, grad_norm: 4.4341 2020-07-21 00:49:16,142 - mmaction - INFO - Epoch [235][360/1253] lr: 5.434e-03, eta: 9:08:10, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.6576, top5_acc: 0.8375, loss_cls: 1.4786, loss: 1.4786, grad_norm: 4.2702 2020-07-21 00:49:37,367 - mmaction - INFO - Epoch [235][380/1253] lr: 5.434e-03, eta: 9:07:45, time: 1.062, data_time: 0.004, memory: 9059, top1_acc: 0.6414, top5_acc: 0.8339, loss_cls: 1.5272, loss: 1.5272, grad_norm: 4.4359 2020-07-21 00:49:58,854 - mmaction - INFO - Epoch [235][400/1253] lr: 5.434e-03, eta: 9:07:21, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.6508, top5_acc: 0.8479, loss_cls: 1.4237, loss: 1.4237, grad_norm: 4.3715 2020-07-21 00:50:20,338 - mmaction - INFO - Epoch [235][420/1253] lr: 5.434e-03, eta: 9:06:56, time: 1.075, data_time: 0.003, memory: 9059, top1_acc: 0.6443, top5_acc: 0.8352, loss_cls: 1.4928, loss: 1.4928, grad_norm: 4.4417 2020-07-21 00:50:41,820 - mmaction - INFO - Epoch [235][440/1253] lr: 5.434e-03, eta: 9:06:32, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.6625, top5_acc: 0.8451, loss_cls: 1.4338, loss: 1.4338, grad_norm: 4.2688 2020-07-21 00:51:03,319 - mmaction - INFO - Epoch [235][460/1253] lr: 5.434e-03, eta: 9:06:07, time: 1.076, data_time: 0.003, memory: 9059, top1_acc: 0.6388, top5_acc: 0.8279, loss_cls: 1.5303, loss: 1.5303, grad_norm: 4.4280 2020-07-21 00:51:24,600 - mmaction - INFO - Epoch [235][480/1253] lr: 5.434e-03, eta: 9:05:43, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6549, top5_acc: 0.8430, loss_cls: 1.4611, loss: 1.4611, grad_norm: 4.3312 2020-07-21 00:51:45,742 - mmaction - INFO - Epoch [235][500/1253] lr: 5.434e-03, eta: 9:05:18, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.6609, top5_acc: 0.8484, loss_cls: 1.4258, loss: 1.4258, grad_norm: 4.2387 2020-07-21 00:52:07,360 - mmaction - INFO - Epoch [235][520/1253] lr: 5.434e-03, eta: 9:04:53, time: 1.079, data_time: 0.001, memory: 9059, top1_acc: 0.6568, top5_acc: 0.8469, loss_cls: 1.4276, loss: 1.4276, grad_norm: 4.3797 2020-07-21 00:52:28,862 - mmaction - INFO - Epoch [235][540/1253] lr: 5.434e-03, eta: 9:04:29, time: 1.076, data_time: 0.003, memory: 9059, top1_acc: 0.6565, top5_acc: 0.8453, loss_cls: 1.4417, loss: 1.4417, grad_norm: 4.2615 2020-07-21 00:52:50,055 - mmaction - INFO - Epoch [235][560/1253] lr: 5.434e-03, eta: 9:04:04, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.6552, top5_acc: 0.8349, loss_cls: 1.4622, loss: 1.4622, grad_norm: 4.3618 2020-07-21 00:53:11,562 - mmaction - INFO - Epoch [235][580/1253] lr: 5.434e-03, eta: 9:03:40, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.6591, top5_acc: 0.8419, loss_cls: 1.4523, loss: 1.4523, grad_norm: 4.3446 2020-07-21 00:53:32,748 - mmaction - INFO - Epoch [235][600/1253] lr: 5.434e-03, eta: 9:03:15, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.6492, top5_acc: 0.8448, loss_cls: 1.4692, loss: 1.4692, grad_norm: 4.3643 2020-07-21 00:53:54,159 - mmaction - INFO - Epoch [235][620/1253] lr: 5.434e-03, eta: 9:02:51, time: 1.071, data_time: 0.003, memory: 9059, top1_acc: 0.6711, top5_acc: 0.8534, loss_cls: 1.4093, loss: 1.4093, grad_norm: 4.2907 2020-07-21 00:54:15,508 - mmaction - INFO - Epoch [235][640/1253] lr: 5.434e-03, eta: 9:02:26, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6531, top5_acc: 0.8469, loss_cls: 1.4365, loss: 1.4365, grad_norm: 4.3235 2020-07-21 00:54:36,771 - mmaction - INFO - Epoch [235][660/1253] lr: 5.434e-03, eta: 9:02:02, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6359, top5_acc: 0.8266, loss_cls: 1.5420, loss: 1.5420, grad_norm: 4.4372 2020-07-21 00:54:58,142 - mmaction - INFO - Epoch [235][680/1253] lr: 5.434e-03, eta: 9:01:37, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.6583, top5_acc: 0.8440, loss_cls: 1.4483, loss: 1.4483, grad_norm: 4.3692 2020-07-21 00:55:19,479 - mmaction - INFO - Epoch [235][700/1253] lr: 5.434e-03, eta: 9:01:13, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6445, top5_acc: 0.8344, loss_cls: 1.5121, loss: 1.5121, grad_norm: 4.3823 2020-07-21 00:55:41,159 - mmaction - INFO - Epoch [235][720/1253] lr: 5.434e-03, eta: 9:00:48, time: 1.084, data_time: 0.002, memory: 9059, top1_acc: 0.6531, top5_acc: 0.8409, loss_cls: 1.4647, loss: 1.4647, grad_norm: 4.4032 2020-07-21 00:56:02,467 - mmaction - INFO - Epoch [235][740/1253] lr: 5.434e-03, eta: 9:00:24, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6503, top5_acc: 0.8388, loss_cls: 1.4430, loss: 1.4430, grad_norm: 4.4382 2020-07-21 00:56:23,740 - mmaction - INFO - Epoch [235][760/1253] lr: 5.434e-03, eta: 8:59:59, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6521, top5_acc: 0.8391, loss_cls: 1.4653, loss: 1.4653, grad_norm: 4.4195 2020-07-21 00:56:45,309 - mmaction - INFO - Epoch [235][780/1253] lr: 5.434e-03, eta: 8:59:35, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.6563, top5_acc: 0.8393, loss_cls: 1.4488, loss: 1.4488, grad_norm: 4.3931 2020-07-21 00:57:07,000 - mmaction - INFO - Epoch [235][800/1253] lr: 5.434e-03, eta: 8:59:10, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.6581, top5_acc: 0.8383, loss_cls: 1.4498, loss: 1.4498, grad_norm: 4.2954 2020-07-21 00:57:28,418 - mmaction - INFO - Epoch [235][820/1253] lr: 5.434e-03, eta: 8:58:46, time: 1.070, data_time: 0.001, memory: 9059, top1_acc: 0.6505, top5_acc: 0.8448, loss_cls: 1.4515, loss: 1.4515, grad_norm: 4.3953 2020-07-21 00:57:49,652 - mmaction - INFO - Epoch [235][840/1253] lr: 5.434e-03, eta: 8:58:21, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.6578, top5_acc: 0.8404, loss_cls: 1.4532, loss: 1.4532, grad_norm: 4.3668 2020-07-21 00:58:10,789 - mmaction - INFO - Epoch [235][860/1253] lr: 5.434e-03, eta: 8:57:57, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.6474, top5_acc: 0.8396, loss_cls: 1.4652, loss: 1.4652, grad_norm: 4.4598 2020-07-21 00:58:32,267 - mmaction - INFO - Epoch [235][880/1253] lr: 5.434e-03, eta: 8:57:32, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.6589, top5_acc: 0.8529, loss_cls: 1.4221, loss: 1.4221, grad_norm: 4.3126 2020-07-21 00:58:53,746 - mmaction - INFO - Epoch [235][900/1253] lr: 5.434e-03, eta: 8:57:08, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.6393, top5_acc: 0.8388, loss_cls: 1.4923, loss: 1.4923, grad_norm: 4.3852 2020-07-21 00:59:15,115 - mmaction - INFO - Epoch [235][920/1253] lr: 5.434e-03, eta: 8:56:43, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6438, top5_acc: 0.8404, loss_cls: 1.4899, loss: 1.4899, grad_norm: 4.4325 2020-07-21 00:59:36,439 - mmaction - INFO - Epoch [235][940/1253] lr: 5.434e-03, eta: 8:56:19, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.6615, top5_acc: 0.8508, loss_cls: 1.4352, loss: 1.4352, grad_norm: 4.4406 2020-07-21 00:59:57,711 - mmaction - INFO - Epoch [235][960/1253] lr: 5.434e-03, eta: 8:55:54, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.6586, top5_acc: 0.8357, loss_cls: 1.4763, loss: 1.4763, grad_norm: 4.2952 2020-07-21 01:00:31,806 - mmaction - INFO - Epoch [235][980/1253] lr: 5.434e-03, eta: 8:55:31, time: 1.693, data_time: 0.002, memory: 9059, top1_acc: 0.6596, top5_acc: 0.8445, loss_cls: 1.4520, loss: 1.4520, grad_norm: 4.2803 2020-07-21 01:00:53,431 - mmaction - INFO - Epoch [235][1000/1253] lr: 5.434e-03, eta: 8:55:07, time: 1.093, data_time: 0.021, memory: 9059, top1_acc: 0.6510, top5_acc: 0.8409, loss_cls: 1.4657, loss: 1.4657, grad_norm: 4.3911 2020-07-21 01:01:14,684 - mmaction - INFO - Epoch [235][1020/1253] lr: 5.434e-03, eta: 8:54:42, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.6711, top5_acc: 0.8510, loss_cls: 1.4036, loss: 1.4036, grad_norm: 4.3048 2020-07-21 01:01:36,095 - mmaction - INFO - Epoch [235][1040/1253] lr: 5.434e-03, eta: 8:54:18, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.6602, top5_acc: 0.8396, loss_cls: 1.4645, loss: 1.4645, grad_norm: 4.4257 2020-07-21 01:01:57,449 - mmaction - INFO - Epoch [235][1060/1253] lr: 5.434e-03, eta: 8:53:53, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6581, top5_acc: 0.8409, loss_cls: 1.4327, loss: 1.4327, grad_norm: 4.3296 2020-07-21 01:02:18,630 - mmaction - INFO - Epoch [235][1080/1253] lr: 5.434e-03, eta: 8:53:29, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.6594, top5_acc: 0.8378, loss_cls: 1.4716, loss: 1.4716, grad_norm: 4.4143 2020-07-21 01:02:39,873 - mmaction - INFO - Epoch [235][1100/1253] lr: 5.434e-03, eta: 8:53:04, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6563, top5_acc: 0.8464, loss_cls: 1.4336, loss: 1.4336, grad_norm: 4.3791 2020-07-21 01:03:01,130 - mmaction - INFO - Epoch [235][1120/1253] lr: 5.434e-03, eta: 8:52:40, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6563, top5_acc: 0.8367, loss_cls: 1.4620, loss: 1.4620, grad_norm: 4.3859 2020-07-21 01:03:22,395 - mmaction - INFO - Epoch [235][1140/1253] lr: 5.434e-03, eta: 8:52:15, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.6521, top5_acc: 0.8411, loss_cls: 1.4661, loss: 1.4661, grad_norm: 4.4374 2020-07-21 01:03:43,579 - mmaction - INFO - Epoch [235][1160/1253] lr: 5.434e-03, eta: 8:51:51, time: 1.060, data_time: 0.003, memory: 9059, top1_acc: 0.6469, top5_acc: 0.8320, loss_cls: 1.5014, loss: 1.5014, grad_norm: 4.4462 2020-07-21 01:04:04,867 - mmaction - INFO - Epoch [235][1180/1253] lr: 5.434e-03, eta: 8:51:26, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.6523, top5_acc: 0.8352, loss_cls: 1.4905, loss: 1.4905, grad_norm: 4.4520 2020-07-21 01:04:26,167 - mmaction - INFO - Epoch [235][1200/1253] lr: 5.434e-03, eta: 8:51:02, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6568, top5_acc: 0.8370, loss_cls: 1.4893, loss: 1.4893, grad_norm: 4.4079 2020-07-21 01:04:47,599 - mmaction - INFO - Epoch [235][1220/1253] lr: 5.434e-03, eta: 8:50:37, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.6401, top5_acc: 0.8276, loss_cls: 1.5161, loss: 1.5161, grad_norm: 4.4360 2020-07-21 01:05:09,001 - mmaction - INFO - Epoch [235][1240/1253] lr: 5.434e-03, eta: 8:50:13, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.6615, top5_acc: 0.8438, loss_cls: 1.4576, loss: 1.4576, grad_norm: 4.3374 2020-07-21 01:09:09,502 - mmaction - INFO - Epoch [236][20/1253] lr: 4.954e-03, eta: 8:49:53, time: 10.799, data_time: 9.480, memory: 9059, top1_acc: 0.6573, top5_acc: 0.8549, loss_cls: 1.4173, loss: 1.4173, grad_norm: 4.4227 2020-07-21 01:09:30,824 - mmaction - INFO - Epoch [236][40/1253] lr: 4.954e-03, eta: 8:49:29, time: 1.067, data_time: 0.005, memory: 9059, top1_acc: 0.6654, top5_acc: 0.8557, loss_cls: 1.4022, loss: 1.4022, grad_norm: 4.4071 2020-07-21 01:09:52,370 - mmaction - INFO - Epoch [236][60/1253] lr: 4.954e-03, eta: 8:49:04, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.6589, top5_acc: 0.8422, loss_cls: 1.4362, loss: 1.4362, grad_norm: 4.4467 2020-07-21 01:10:13,948 - mmaction - INFO - Epoch [236][80/1253] lr: 4.954e-03, eta: 8:48:40, time: 1.079, data_time: 0.001, memory: 9059, top1_acc: 0.6534, top5_acc: 0.8417, loss_cls: 1.4506, loss: 1.4506, grad_norm: 4.4773 2020-07-21 01:10:35,400 - mmaction - INFO - Epoch [236][100/1253] lr: 4.954e-03, eta: 8:48:15, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.6521, top5_acc: 0.8372, loss_cls: 1.4594, loss: 1.4594, grad_norm: 4.4361 2020-07-21 01:10:56,844 - mmaction - INFO - Epoch [236][120/1253] lr: 4.954e-03, eta: 8:47:51, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.6552, top5_acc: 0.8370, loss_cls: 1.4758, loss: 1.4758, grad_norm: 4.4623 2020-07-21 01:11:18,249 - mmaction - INFO - Epoch [236][140/1253] lr: 4.954e-03, eta: 8:47:26, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.6680, top5_acc: 0.8505, loss_cls: 1.4067, loss: 1.4067, grad_norm: 4.3469 2020-07-21 01:11:39,675 - mmaction - INFO - Epoch [236][160/1253] lr: 4.954e-03, eta: 8:47:02, time: 1.070, data_time: 0.001, memory: 9059, top1_acc: 0.6500, top5_acc: 0.8362, loss_cls: 1.5060, loss: 1.5060, grad_norm: 4.5276 2020-07-21 01:12:00,993 - mmaction - INFO - Epoch [236][180/1253] lr: 4.954e-03, eta: 8:46:37, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6622, top5_acc: 0.8464, loss_cls: 1.4270, loss: 1.4270, grad_norm: 4.3789 2020-07-21 01:12:22,716 - mmaction - INFO - Epoch [236][200/1253] lr: 4.954e-03, eta: 8:46:13, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.6581, top5_acc: 0.8359, loss_cls: 1.4662, loss: 1.4662, grad_norm: 4.4044 2020-07-21 01:12:44,129 - mmaction - INFO - Epoch [236][220/1253] lr: 4.954e-03, eta: 8:45:48, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.6651, top5_acc: 0.8484, loss_cls: 1.3940, loss: 1.3940, grad_norm: 4.3085 2020-07-21 01:13:05,455 - mmaction - INFO - Epoch [236][240/1253] lr: 4.954e-03, eta: 8:45:24, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6542, top5_acc: 0.8307, loss_cls: 1.4946, loss: 1.4946, grad_norm: 4.4660 2020-07-21 01:13:27,097 - mmaction - INFO - Epoch [236][260/1253] lr: 4.954e-03, eta: 8:44:59, time: 1.082, data_time: 0.002, memory: 9059, top1_acc: 0.6477, top5_acc: 0.8435, loss_cls: 1.4507, loss: 1.4507, grad_norm: 4.5126 2020-07-21 01:13:48,418 - mmaction - INFO - Epoch [236][280/1253] lr: 4.954e-03, eta: 8:44:35, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6596, top5_acc: 0.8385, loss_cls: 1.4466, loss: 1.4466, grad_norm: 4.2985 2020-07-21 01:14:09,950 - mmaction - INFO - Epoch [236][300/1253] lr: 4.954e-03, eta: 8:44:10, time: 1.075, data_time: 0.001, memory: 9059, top1_acc: 0.6648, top5_acc: 0.8458, loss_cls: 1.4060, loss: 1.4060, grad_norm: 4.3146 2020-07-21 01:14:31,463 - mmaction - INFO - Epoch [236][320/1253] lr: 4.954e-03, eta: 8:43:46, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.6573, top5_acc: 0.8435, loss_cls: 1.4482, loss: 1.4482, grad_norm: 4.3833 2020-07-21 01:14:52,715 - mmaction - INFO - Epoch [236][340/1253] lr: 4.954e-03, eta: 8:43:21, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.6549, top5_acc: 0.8424, loss_cls: 1.4337, loss: 1.4337, grad_norm: 4.4857 2020-07-21 01:15:13,909 - mmaction - INFO - Epoch [236][360/1253] lr: 4.954e-03, eta: 8:42:57, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.6555, top5_acc: 0.8432, loss_cls: 1.4404, loss: 1.4404, grad_norm: 4.4057 2020-07-21 01:15:35,182 - mmaction - INFO - Epoch [236][380/1253] lr: 4.954e-03, eta: 8:42:32, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6435, top5_acc: 0.8438, loss_cls: 1.4848, loss: 1.4848, grad_norm: 4.5151 2020-07-21 01:15:56,453 - mmaction - INFO - Epoch [236][400/1253] lr: 4.954e-03, eta: 8:42:08, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6604, top5_acc: 0.8320, loss_cls: 1.4778, loss: 1.4778, grad_norm: 4.4190 2020-07-21 01:16:17,990 - mmaction - INFO - Epoch [236][420/1253] lr: 4.954e-03, eta: 8:41:43, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.6570, top5_acc: 0.8464, loss_cls: 1.4240, loss: 1.4240, grad_norm: 4.3164 2020-07-21 01:16:39,262 - mmaction - INFO - Epoch [236][440/1253] lr: 4.954e-03, eta: 8:41:19, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.6576, top5_acc: 0.8477, loss_cls: 1.4201, loss: 1.4201, grad_norm: 4.3852 2020-07-21 01:17:00,711 - mmaction - INFO - Epoch [236][460/1253] lr: 4.954e-03, eta: 8:40:54, time: 1.073, data_time: 0.004, memory: 9059, top1_acc: 0.6518, top5_acc: 0.8357, loss_cls: 1.4609, loss: 1.4609, grad_norm: 4.3342 2020-07-21 01:17:21,932 - mmaction - INFO - Epoch [236][480/1253] lr: 4.954e-03, eta: 8:40:30, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.6703, top5_acc: 0.8576, loss_cls: 1.3715, loss: 1.3715, grad_norm: 4.2997 2020-07-21 01:17:43,303 - mmaction - INFO - Epoch [236][500/1253] lr: 4.954e-03, eta: 8:40:05, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.6599, top5_acc: 0.8432, loss_cls: 1.4483, loss: 1.4483, grad_norm: 4.4342 2020-07-21 01:18:04,811 - mmaction - INFO - Epoch [236][520/1253] lr: 4.954e-03, eta: 8:39:41, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.6607, top5_acc: 0.8461, loss_cls: 1.4427, loss: 1.4427, grad_norm: 4.3768 2020-07-21 01:18:26,030 - mmaction - INFO - Epoch [236][540/1253] lr: 4.954e-03, eta: 8:39:16, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.6638, top5_acc: 0.8443, loss_cls: 1.4155, loss: 1.4155, grad_norm: 4.4004 2020-07-21 01:18:47,377 - mmaction - INFO - Epoch [236][560/1253] lr: 4.954e-03, eta: 8:38:52, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.6536, top5_acc: 0.8440, loss_cls: 1.4621, loss: 1.4621, grad_norm: 4.3985 2020-07-21 01:19:08,753 - mmaction - INFO - Epoch [236][580/1253] lr: 4.954e-03, eta: 8:38:27, time: 1.075, data_time: 0.008, memory: 9059, top1_acc: 0.6625, top5_acc: 0.8451, loss_cls: 1.4574, loss: 1.4574, grad_norm: 4.4442 2020-07-21 01:19:30,667 - mmaction - INFO - Epoch [236][600/1253] lr: 4.954e-03, eta: 8:38:03, time: 1.094, data_time: 0.001, memory: 9059, top1_acc: 0.6479, top5_acc: 0.8435, loss_cls: 1.4643, loss: 1.4643, grad_norm: 4.4506 2020-07-21 01:19:52,004 - mmaction - INFO - Epoch [236][620/1253] lr: 4.954e-03, eta: 8:37:38, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6445, top5_acc: 0.8448, loss_cls: 1.4493, loss: 1.4493, grad_norm: 4.4743 2020-07-21 01:20:13,704 - mmaction - INFO - Epoch [236][640/1253] lr: 4.954e-03, eta: 8:37:14, time: 1.084, data_time: 0.002, memory: 9059, top1_acc: 0.6589, top5_acc: 0.8477, loss_cls: 1.4282, loss: 1.4282, grad_norm: 4.3734 2020-07-21 01:20:34,893 - mmaction - INFO - Epoch [236][660/1253] lr: 4.954e-03, eta: 8:36:49, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.6424, top5_acc: 0.8299, loss_cls: 1.5329, loss: 1.5329, grad_norm: 4.5672 2020-07-21 01:20:56,560 - mmaction - INFO - Epoch [236][680/1253] lr: 4.954e-03, eta: 8:36:25, time: 1.083, data_time: 0.002, memory: 9059, top1_acc: 0.6474, top5_acc: 0.8404, loss_cls: 1.4509, loss: 1.4509, grad_norm: 4.5296 2020-07-21 01:21:18,008 - mmaction - INFO - Epoch [236][700/1253] lr: 4.954e-03, eta: 8:36:01, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.6628, top5_acc: 0.8370, loss_cls: 1.4513, loss: 1.4513, grad_norm: 4.4115 2020-07-21 01:21:39,287 - mmaction - INFO - Epoch [236][720/1253] lr: 4.954e-03, eta: 8:35:36, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6742, top5_acc: 0.8435, loss_cls: 1.3925, loss: 1.3925, grad_norm: 4.3494 2020-07-21 01:22:00,642 - mmaction - INFO - Epoch [236][740/1253] lr: 4.954e-03, eta: 8:35:12, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6531, top5_acc: 0.8302, loss_cls: 1.4632, loss: 1.4632, grad_norm: 4.4969 2020-07-21 01:22:22,065 - mmaction - INFO - Epoch [236][760/1253] lr: 4.954e-03, eta: 8:34:47, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.6622, top5_acc: 0.8339, loss_cls: 1.4779, loss: 1.4779, grad_norm: 4.4499 2020-07-21 01:22:43,320 - mmaction - INFO - Epoch [236][780/1253] lr: 4.954e-03, eta: 8:34:23, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6477, top5_acc: 0.8336, loss_cls: 1.5001, loss: 1.5001, grad_norm: 4.4917 2020-07-21 01:23:04,599 - mmaction - INFO - Epoch [236][800/1253] lr: 4.954e-03, eta: 8:33:58, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6591, top5_acc: 0.8411, loss_cls: 1.4579, loss: 1.4579, grad_norm: 4.4386 2020-07-21 01:23:25,838 - mmaction - INFO - Epoch [236][820/1253] lr: 4.954e-03, eta: 8:33:34, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6539, top5_acc: 0.8331, loss_cls: 1.4748, loss: 1.4748, grad_norm: 4.5118 2020-07-21 01:23:47,374 - mmaction - INFO - Epoch [236][840/1253] lr: 4.954e-03, eta: 8:33:09, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.6594, top5_acc: 0.8471, loss_cls: 1.4371, loss: 1.4371, grad_norm: 4.4317 2020-07-21 01:24:09,172 - mmaction - INFO - Epoch [236][860/1253] lr: 4.954e-03, eta: 8:32:45, time: 1.090, data_time: 0.002, memory: 9059, top1_acc: 0.6591, top5_acc: 0.8359, loss_cls: 1.4669, loss: 1.4669, grad_norm: 4.4422 2020-07-21 01:24:30,609 - mmaction - INFO - Epoch [236][880/1253] lr: 4.954e-03, eta: 8:32:20, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.6659, top5_acc: 0.8477, loss_cls: 1.4217, loss: 1.4217, grad_norm: 4.4315 2020-07-21 01:24:52,147 - mmaction - INFO - Epoch [236][900/1253] lr: 4.954e-03, eta: 8:31:56, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.6604, top5_acc: 0.8419, loss_cls: 1.4531, loss: 1.4531, grad_norm: 4.4731 2020-07-21 01:25:13,385 - mmaction - INFO - Epoch [236][920/1253] lr: 4.954e-03, eta: 8:31:31, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.6594, top5_acc: 0.8448, loss_cls: 1.4384, loss: 1.4384, grad_norm: 4.5136 2020-07-21 01:25:34,676 - mmaction - INFO - Epoch [236][940/1253] lr: 4.954e-03, eta: 8:31:07, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6576, top5_acc: 0.8474, loss_cls: 1.4487, loss: 1.4487, grad_norm: 4.4871 2020-07-21 01:25:55,916 - mmaction - INFO - Epoch [236][960/1253] lr: 4.954e-03, eta: 8:30:42, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.6490, top5_acc: 0.8461, loss_cls: 1.4572, loss: 1.4572, grad_norm: 4.4577 2020-07-21 01:26:17,256 - mmaction - INFO - Epoch [236][980/1253] lr: 4.954e-03, eta: 8:30:18, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6609, top5_acc: 0.8396, loss_cls: 1.4671, loss: 1.4671, grad_norm: 4.4536 2020-07-21 01:26:38,632 - mmaction - INFO - Epoch [236][1000/1253] lr: 4.954e-03, eta: 8:29:53, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.6367, top5_acc: 0.8380, loss_cls: 1.4937, loss: 1.4937, grad_norm: 4.5372 2020-07-21 01:26:59,868 - mmaction - INFO - Epoch [236][1020/1253] lr: 4.954e-03, eta: 8:29:29, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.6633, top5_acc: 0.8422, loss_cls: 1.4207, loss: 1.4207, grad_norm: 4.3808 2020-07-21 01:27:21,184 - mmaction - INFO - Epoch [236][1040/1253] lr: 4.954e-03, eta: 8:29:04, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6612, top5_acc: 0.8414, loss_cls: 1.4161, loss: 1.4161, grad_norm: 4.3276 2020-07-21 01:27:42,430 - mmaction - INFO - Epoch [236][1060/1253] lr: 4.954e-03, eta: 8:28:40, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.6539, top5_acc: 0.8391, loss_cls: 1.4903, loss: 1.4903, grad_norm: 4.5375 2020-07-21 01:28:04,276 - mmaction - INFO - Epoch [236][1080/1253] lr: 4.954e-03, eta: 8:28:15, time: 1.092, data_time: 0.002, memory: 9059, top1_acc: 0.6466, top5_acc: 0.8318, loss_cls: 1.4956, loss: 1.4956, grad_norm: 4.4945 2020-07-21 01:28:25,794 - mmaction - INFO - Epoch [236][1100/1253] lr: 4.954e-03, eta: 8:27:51, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.6667, top5_acc: 0.8523, loss_cls: 1.3870, loss: 1.3870, grad_norm: 4.3104 2020-07-21 01:28:47,174 - mmaction - INFO - Epoch [236][1120/1253] lr: 4.954e-03, eta: 8:27:26, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.6594, top5_acc: 0.8432, loss_cls: 1.4431, loss: 1.4431, grad_norm: 4.4232 2020-07-21 01:29:08,403 - mmaction - INFO - Epoch [236][1140/1253] lr: 4.954e-03, eta: 8:27:02, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.6388, top5_acc: 0.8349, loss_cls: 1.4990, loss: 1.4990, grad_norm: 4.4856 2020-07-21 01:29:29,822 - mmaction - INFO - Epoch [236][1160/1253] lr: 4.954e-03, eta: 8:26:37, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.6471, top5_acc: 0.8326, loss_cls: 1.4858, loss: 1.4858, grad_norm: 4.4630 2020-07-21 01:29:51,392 - mmaction - INFO - Epoch [236][1180/1253] lr: 4.954e-03, eta: 8:26:13, time: 1.077, data_time: 0.001, memory: 9059, top1_acc: 0.6617, top5_acc: 0.8417, loss_cls: 1.4329, loss: 1.4329, grad_norm: 4.4116 2020-07-21 01:30:14,507 - mmaction - INFO - Epoch [236][1200/1253] lr: 4.954e-03, eta: 8:25:49, time: 1.158, data_time: 0.003, memory: 9059, top1_acc: 0.6497, top5_acc: 0.8378, loss_cls: 1.5057, loss: 1.5057, grad_norm: 4.4739 2020-07-21 01:30:37,631 - mmaction - INFO - Epoch [236][1220/1253] lr: 4.954e-03, eta: 8:25:24, time: 1.154, data_time: 0.018, memory: 9059, top1_acc: 0.6526, top5_acc: 0.8357, loss_cls: 1.4827, loss: 1.4827, grad_norm: 4.5054 2020-07-21 01:31:04,027 - mmaction - INFO - Epoch [236][1240/1253] lr: 4.954e-03, eta: 8:25:00, time: 1.320, data_time: 0.023, memory: 9059, top1_acc: 0.6518, top5_acc: 0.8440, loss_cls: 1.4674, loss: 1.4674, grad_norm: 4.4544 2020-07-21 01:31:26,452 - mmaction - INFO - Saving checkpoint at 236 epochs 2020-07-21 01:34:35,751 - mmaction - INFO - Epoch [237][20/1253] lr: 4.495e-03, eta: 8:24:37, time: 9.403, data_time: 7.971, memory: 9059, top1_acc: 0.6555, top5_acc: 0.8404, loss_cls: 1.4614, loss: 1.4614, grad_norm: 4.3747 2020-07-21 01:34:56,987 - mmaction - INFO - Epoch [237][40/1253] lr: 4.495e-03, eta: 8:24:12, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6552, top5_acc: 0.8411, loss_cls: 1.4406, loss: 1.4406, grad_norm: 4.4478 2020-07-21 01:35:18,324 - mmaction - INFO - Epoch [237][60/1253] lr: 4.495e-03, eta: 8:23:48, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.6536, top5_acc: 0.8370, loss_cls: 1.4894, loss: 1.4894, grad_norm: 4.5467 2020-07-21 01:35:39,779 - mmaction - INFO - Epoch [237][80/1253] lr: 4.495e-03, eta: 8:23:23, time: 1.073, data_time: 0.004, memory: 9059, top1_acc: 0.6607, top5_acc: 0.8513, loss_cls: 1.4097, loss: 1.4097, grad_norm: 4.4511 2020-07-21 01:36:01,064 - mmaction - INFO - Epoch [237][100/1253] lr: 4.495e-03, eta: 8:22:59, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.6591, top5_acc: 0.8471, loss_cls: 1.4515, loss: 1.4515, grad_norm: 4.5652 2020-07-21 01:36:22,573 - mmaction - INFO - Epoch [237][120/1253] lr: 4.495e-03, eta: 8:22:34, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.6544, top5_acc: 0.8526, loss_cls: 1.4008, loss: 1.4008, grad_norm: 4.4920 2020-07-21 01:36:44,138 - mmaction - INFO - Epoch [237][140/1253] lr: 4.495e-03, eta: 8:22:10, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.6607, top5_acc: 0.8411, loss_cls: 1.4468, loss: 1.4468, grad_norm: 4.5141 2020-07-21 01:37:05,408 - mmaction - INFO - Epoch [237][160/1253] lr: 4.495e-03, eta: 8:21:45, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6586, top5_acc: 0.8398, loss_cls: 1.4312, loss: 1.4312, grad_norm: 4.4007 2020-07-21 01:37:26,720 - mmaction - INFO - Epoch [237][180/1253] lr: 4.495e-03, eta: 8:21:21, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6807, top5_acc: 0.8516, loss_cls: 1.3590, loss: 1.3590, grad_norm: 4.3158 2020-07-21 01:37:48,380 - mmaction - INFO - Epoch [237][200/1253] lr: 4.495e-03, eta: 8:20:57, time: 1.082, data_time: 0.001, memory: 9059, top1_acc: 0.6474, top5_acc: 0.8357, loss_cls: 1.4700, loss: 1.4700, grad_norm: 4.5561 2020-07-21 01:38:09,633 - mmaction - INFO - Epoch [237][220/1253] lr: 4.495e-03, eta: 8:20:32, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6490, top5_acc: 0.8427, loss_cls: 1.4642, loss: 1.4642, grad_norm: 4.5883 2020-07-21 01:38:30,943 - mmaction - INFO - Epoch [237][240/1253] lr: 4.495e-03, eta: 8:20:08, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6503, top5_acc: 0.8391, loss_cls: 1.4778, loss: 1.4778, grad_norm: 4.5139 2020-07-21 01:38:52,244 - mmaction - INFO - Epoch [237][260/1253] lr: 4.495e-03, eta: 8:19:43, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6685, top5_acc: 0.8531, loss_cls: 1.3903, loss: 1.3903, grad_norm: 4.3399 2020-07-21 01:39:13,461 - mmaction - INFO - Epoch [237][280/1253] lr: 4.495e-03, eta: 8:19:19, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.6628, top5_acc: 0.8487, loss_cls: 1.3789, loss: 1.3789, grad_norm: 4.3714 2020-07-21 01:39:34,988 - mmaction - INFO - Epoch [237][300/1253] lr: 4.495e-03, eta: 8:18:54, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.6552, top5_acc: 0.8424, loss_cls: 1.4654, loss: 1.4654, grad_norm: 4.5220 2020-07-21 01:39:57,460 - mmaction - INFO - Epoch [237][320/1253] lr: 4.495e-03, eta: 8:18:30, time: 1.124, data_time: 0.018, memory: 9059, top1_acc: 0.6625, top5_acc: 0.8438, loss_cls: 1.4556, loss: 1.4556, grad_norm: 4.3989 2020-07-21 01:40:20,778 - mmaction - INFO - Epoch [237][340/1253] lr: 4.495e-03, eta: 8:18:05, time: 1.167, data_time: 0.023, memory: 9059, top1_acc: 0.6622, top5_acc: 0.8453, loss_cls: 1.4217, loss: 1.4217, grad_norm: 4.4633 2020-07-21 01:40:42,688 - mmaction - INFO - Epoch [237][360/1253] lr: 4.495e-03, eta: 8:17:41, time: 1.094, data_time: 0.007, memory: 9059, top1_acc: 0.6641, top5_acc: 0.8471, loss_cls: 1.4370, loss: 1.4370, grad_norm: 4.3706 2020-07-21 01:41:04,095 - mmaction - INFO - Epoch [237][380/1253] lr: 4.495e-03, eta: 8:17:17, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.6617, top5_acc: 0.8484, loss_cls: 1.4132, loss: 1.4132, grad_norm: 4.4099 2020-07-21 01:41:25,311 - mmaction - INFO - Epoch [237][400/1253] lr: 4.495e-03, eta: 8:16:52, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.6664, top5_acc: 0.8440, loss_cls: 1.3935, loss: 1.3935, grad_norm: 4.3720 2020-07-21 01:41:47,894 - mmaction - INFO - Epoch [237][420/1253] lr: 4.495e-03, eta: 8:16:28, time: 1.128, data_time: 0.002, memory: 9059, top1_acc: 0.6508, top5_acc: 0.8448, loss_cls: 1.4413, loss: 1.4413, grad_norm: 4.5809 2020-07-21 01:42:10,697 - mmaction - INFO - Epoch [237][440/1253] lr: 4.495e-03, eta: 8:16:03, time: 1.140, data_time: 0.017, memory: 9059, top1_acc: 0.6549, top5_acc: 0.8505, loss_cls: 1.4212, loss: 1.4212, grad_norm: 4.4697 2020-07-21 01:42:33,923 - mmaction - INFO - Epoch [237][460/1253] lr: 4.495e-03, eta: 8:15:39, time: 1.162, data_time: 0.010, memory: 9059, top1_acc: 0.6503, top5_acc: 0.8375, loss_cls: 1.4901, loss: 1.4901, grad_norm: 4.4593 2020-07-21 01:42:55,485 - mmaction - INFO - Epoch [237][480/1253] lr: 4.495e-03, eta: 8:15:15, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.6680, top5_acc: 0.8505, loss_cls: 1.3986, loss: 1.3986, grad_norm: 4.3351 2020-07-21 01:43:16,591 - mmaction - INFO - Epoch [237][500/1253] lr: 4.495e-03, eta: 8:14:50, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.6727, top5_acc: 0.8516, loss_cls: 1.3624, loss: 1.3624, grad_norm: 4.3448 2020-07-21 01:43:38,074 - mmaction - INFO - Epoch [237][520/1253] lr: 4.495e-03, eta: 8:14:26, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.6602, top5_acc: 0.8424, loss_cls: 1.4373, loss: 1.4373, grad_norm: 4.4949 2020-07-21 01:43:59,514 - mmaction - INFO - Epoch [237][540/1253] lr: 4.495e-03, eta: 8:14:01, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.6763, top5_acc: 0.8438, loss_cls: 1.3984, loss: 1.3984, grad_norm: 4.4002 2020-07-21 01:44:20,649 - mmaction - INFO - Epoch [237][560/1253] lr: 4.495e-03, eta: 8:13:37, time: 1.057, data_time: 0.003, memory: 9059, top1_acc: 0.6560, top5_acc: 0.8424, loss_cls: 1.4394, loss: 1.4394, grad_norm: 4.4463 2020-07-21 01:44:42,093 - mmaction - INFO - Epoch [237][580/1253] lr: 4.495e-03, eta: 8:13:12, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.6688, top5_acc: 0.8531, loss_cls: 1.3859, loss: 1.3859, grad_norm: 4.3443 2020-07-21 01:45:03,415 - mmaction - INFO - Epoch [237][600/1253] lr: 4.495e-03, eta: 8:12:48, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6612, top5_acc: 0.8427, loss_cls: 1.4145, loss: 1.4145, grad_norm: 4.4769 2020-07-21 01:45:25,286 - mmaction - INFO - Epoch [237][620/1253] lr: 4.495e-03, eta: 8:12:23, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.6469, top5_acc: 0.8430, loss_cls: 1.4506, loss: 1.4506, grad_norm: 4.5455 2020-07-21 01:45:48,336 - mmaction - INFO - Epoch [237][640/1253] lr: 4.495e-03, eta: 8:11:59, time: 1.167, data_time: 0.023, memory: 9059, top1_acc: 0.6560, top5_acc: 0.8464, loss_cls: 1.4213, loss: 1.4213, grad_norm: 4.4831 2020-07-21 01:46:11,196 - mmaction - INFO - Epoch [237][660/1253] lr: 4.495e-03, eta: 8:11:35, time: 1.143, data_time: 0.010, memory: 9059, top1_acc: 0.6742, top5_acc: 0.8516, loss_cls: 1.3823, loss: 1.3823, grad_norm: 4.4388 2020-07-21 01:46:33,231 - mmaction - INFO - Epoch [237][680/1253] lr: 4.495e-03, eta: 8:11:10, time: 1.102, data_time: 0.026, memory: 9059, top1_acc: 0.6698, top5_acc: 0.8424, loss_cls: 1.4388, loss: 1.4388, grad_norm: 4.4749 2020-07-21 01:46:54,584 - mmaction - INFO - Epoch [237][700/1253] lr: 4.495e-03, eta: 8:10:46, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6607, top5_acc: 0.8469, loss_cls: 1.4334, loss: 1.4334, grad_norm: 4.4260 2020-07-21 01:47:15,834 - mmaction - INFO - Epoch [237][720/1253] lr: 4.495e-03, eta: 8:10:21, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6664, top5_acc: 0.8461, loss_cls: 1.4128, loss: 1.4128, grad_norm: 4.4945 2020-07-21 01:47:37,205 - mmaction - INFO - Epoch [237][740/1253] lr: 4.495e-03, eta: 8:09:57, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6643, top5_acc: 0.8484, loss_cls: 1.4262, loss: 1.4262, grad_norm: 4.5060 2020-07-21 01:47:58,860 - mmaction - INFO - Epoch [237][760/1253] lr: 4.495e-03, eta: 8:09:32, time: 1.084, data_time: 0.004, memory: 9059, top1_acc: 0.6518, top5_acc: 0.8451, loss_cls: 1.4303, loss: 1.4303, grad_norm: 4.6062 2020-07-21 01:48:20,108 - mmaction - INFO - Epoch [237][780/1253] lr: 4.495e-03, eta: 8:09:08, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.6523, top5_acc: 0.8464, loss_cls: 1.4462, loss: 1.4462, grad_norm: 4.5109 2020-07-21 01:48:41,296 - mmaction - INFO - Epoch [237][800/1253] lr: 4.495e-03, eta: 8:08:43, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.6667, top5_acc: 0.8523, loss_cls: 1.3914, loss: 1.3914, grad_norm: 4.4700 2020-07-21 01:49:02,605 - mmaction - INFO - Epoch [237][820/1253] lr: 4.495e-03, eta: 8:08:19, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.6586, top5_acc: 0.8490, loss_cls: 1.4324, loss: 1.4324, grad_norm: 4.4949 2020-07-21 01:49:23,985 - mmaction - INFO - Epoch [237][840/1253] lr: 4.495e-03, eta: 8:07:54, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.6628, top5_acc: 0.8411, loss_cls: 1.4486, loss: 1.4486, grad_norm: 4.4276 2020-07-21 01:49:45,273 - mmaction - INFO - Epoch [237][860/1253] lr: 4.495e-03, eta: 8:07:30, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6612, top5_acc: 0.8510, loss_cls: 1.4220, loss: 1.4220, grad_norm: 4.5759 2020-07-21 01:50:06,565 - mmaction - INFO - Epoch [237][880/1253] lr: 4.495e-03, eta: 8:07:05, time: 1.065, data_time: 0.004, memory: 9059, top1_acc: 0.6669, top5_acc: 0.8461, loss_cls: 1.4108, loss: 1.4108, grad_norm: 4.4967 2020-07-21 01:50:27,865 - mmaction - INFO - Epoch [237][900/1253] lr: 4.495e-03, eta: 8:06:41, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6628, top5_acc: 0.8445, loss_cls: 1.4228, loss: 1.4228, grad_norm: 4.3676 2020-07-21 01:50:49,213 - mmaction - INFO - Epoch [237][920/1253] lr: 4.495e-03, eta: 8:06:16, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6703, top5_acc: 0.8531, loss_cls: 1.3878, loss: 1.3878, grad_norm: 4.4294 2020-07-21 01:51:10,437 - mmaction - INFO - Epoch [237][940/1253] lr: 4.495e-03, eta: 8:05:52, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.6633, top5_acc: 0.8518, loss_cls: 1.4117, loss: 1.4117, grad_norm: 4.4490 2020-07-21 01:51:32,145 - mmaction - INFO - Epoch [237][960/1253] lr: 4.495e-03, eta: 8:05:28, time: 1.087, data_time: 0.003, memory: 9059, top1_acc: 0.6549, top5_acc: 0.8510, loss_cls: 1.4414, loss: 1.4414, grad_norm: 4.5368 2020-07-21 01:51:53,838 - mmaction - INFO - Epoch [237][980/1253] lr: 4.495e-03, eta: 8:05:03, time: 1.083, data_time: 0.001, memory: 9059, top1_acc: 0.6513, top5_acc: 0.8354, loss_cls: 1.4893, loss: 1.4893, grad_norm: 4.5827 2020-07-21 01:52:15,096 - mmaction - INFO - Epoch [237][1000/1253] lr: 4.495e-03, eta: 8:04:39, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.6565, top5_acc: 0.8391, loss_cls: 1.4686, loss: 1.4686, grad_norm: 4.5597 2020-07-21 01:52:36,344 - mmaction - INFO - Epoch [237][1020/1253] lr: 4.495e-03, eta: 8:04:14, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6664, top5_acc: 0.8445, loss_cls: 1.4293, loss: 1.4293, grad_norm: 4.4832 2020-07-21 01:52:57,766 - mmaction - INFO - Epoch [237][1040/1253] lr: 4.495e-03, eta: 8:03:50, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.6615, top5_acc: 0.8505, loss_cls: 1.4290, loss: 1.4290, grad_norm: 4.5355 2020-07-21 01:53:19,076 - mmaction - INFO - Epoch [237][1060/1253] lr: 4.495e-03, eta: 8:03:25, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.6643, top5_acc: 0.8424, loss_cls: 1.4399, loss: 1.4399, grad_norm: 4.5137 2020-07-21 01:53:40,600 - mmaction - INFO - Epoch [237][1080/1253] lr: 4.495e-03, eta: 8:03:01, time: 1.075, data_time: 0.001, memory: 9059, top1_acc: 0.6622, top5_acc: 0.8359, loss_cls: 1.4488, loss: 1.4488, grad_norm: 4.5288 2020-07-21 01:54:02,076 - mmaction - INFO - Epoch [237][1100/1253] lr: 4.495e-03, eta: 8:02:36, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.6604, top5_acc: 0.8401, loss_cls: 1.4559, loss: 1.4559, grad_norm: 4.4919 2020-07-21 01:54:23,298 - mmaction - INFO - Epoch [237][1120/1253] lr: 4.495e-03, eta: 8:02:12, time: 1.061, data_time: 0.001, memory: 9059, top1_acc: 0.6651, top5_acc: 0.8435, loss_cls: 1.4295, loss: 1.4295, grad_norm: 4.4317 2020-07-21 01:54:44,762 - mmaction - INFO - Epoch [237][1140/1253] lr: 4.495e-03, eta: 8:01:47, time: 1.073, data_time: 0.001, memory: 9059, top1_acc: 0.6547, top5_acc: 0.8385, loss_cls: 1.4841, loss: 1.4841, grad_norm: 4.6262 2020-07-21 01:55:06,069 - mmaction - INFO - Epoch [237][1160/1253] lr: 4.495e-03, eta: 8:01:23, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.6573, top5_acc: 0.8414, loss_cls: 1.4550, loss: 1.4550, grad_norm: 4.5532 2020-07-21 01:55:27,303 - mmaction - INFO - Epoch [237][1180/1253] lr: 4.495e-03, eta: 8:00:58, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.6583, top5_acc: 0.8424, loss_cls: 1.4245, loss: 1.4245, grad_norm: 4.5391 2020-07-21 01:55:48,570 - mmaction - INFO - Epoch [237][1200/1253] lr: 4.495e-03, eta: 8:00:34, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.6656, top5_acc: 0.8518, loss_cls: 1.4286, loss: 1.4286, grad_norm: 4.5359 2020-07-21 01:56:09,902 - mmaction - INFO - Epoch [237][1220/1253] lr: 4.495e-03, eta: 8:00:09, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.6549, top5_acc: 0.8469, loss_cls: 1.4515, loss: 1.4515, grad_norm: 4.6625 2020-07-21 01:56:31,196 - mmaction - INFO - Epoch [237][1240/1253] lr: 4.495e-03, eta: 7:59:45, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6599, top5_acc: 0.8471, loss_cls: 1.4384, loss: 1.4384, grad_norm: 4.4509 2020-07-21 02:00:15,761 - mmaction - INFO - Epoch [238][20/1253] lr: 4.059e-03, eta: 7:59:22, time: 10.089, data_time: 8.482, memory: 9059, top1_acc: 0.6667, top5_acc: 0.8474, loss_cls: 1.4311, loss: 1.4311, grad_norm: 4.4402 2020-07-21 02:00:37,383 - mmaction - INFO - Epoch [238][40/1253] lr: 4.059e-03, eta: 7:58:58, time: 1.097, data_time: 0.022, memory: 9059, top1_acc: 0.6716, top5_acc: 0.8398, loss_cls: 1.3977, loss: 1.3977, grad_norm: 4.4364 2020-07-21 02:00:58,574 - mmaction - INFO - Epoch [238][60/1253] lr: 4.059e-03, eta: 7:58:33, time: 1.059, data_time: 0.001, memory: 9059, top1_acc: 0.6763, top5_acc: 0.8448, loss_cls: 1.4201, loss: 1.4201, grad_norm: 4.4657 2020-07-21 02:01:19,863 - mmaction - INFO - Epoch [238][80/1253] lr: 4.059e-03, eta: 7:58:09, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6714, top5_acc: 0.8484, loss_cls: 1.3901, loss: 1.3901, grad_norm: 4.5445 2020-07-21 02:01:41,074 - mmaction - INFO - Epoch [238][100/1253] lr: 4.059e-03, eta: 7:57:44, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.6617, top5_acc: 0.8458, loss_cls: 1.4176, loss: 1.4176, grad_norm: 4.5881 2020-07-21 02:02:02,500 - mmaction - INFO - Epoch [238][120/1253] lr: 4.059e-03, eta: 7:57:20, time: 1.073, data_time: 0.003, memory: 9059, top1_acc: 0.6583, top5_acc: 0.8401, loss_cls: 1.4378, loss: 1.4378, grad_norm: 4.5591 2020-07-21 02:02:23,670 - mmaction - INFO - Epoch [238][140/1253] lr: 4.059e-03, eta: 7:56:55, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.6654, top5_acc: 0.8490, loss_cls: 1.3932, loss: 1.3932, grad_norm: 4.4491 2020-07-21 02:02:45,113 - mmaction - INFO - Epoch [238][160/1253] lr: 4.059e-03, eta: 7:56:31, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.6547, top5_acc: 0.8339, loss_cls: 1.4615, loss: 1.4615, grad_norm: 4.5089 2020-07-21 02:03:06,342 - mmaction - INFO - Epoch [238][180/1253] lr: 4.059e-03, eta: 7:56:06, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.6721, top5_acc: 0.8516, loss_cls: 1.3964, loss: 1.3964, grad_norm: 4.4363 2020-07-21 02:03:27,744 - mmaction - INFO - Epoch [238][200/1253] lr: 4.059e-03, eta: 7:55:42, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.6552, top5_acc: 0.8456, loss_cls: 1.4502, loss: 1.4502, grad_norm: 4.6107 2020-07-21 02:03:49,104 - mmaction - INFO - Epoch [238][220/1253] lr: 4.059e-03, eta: 7:55:17, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6648, top5_acc: 0.8487, loss_cls: 1.3887, loss: 1.3887, grad_norm: 4.5436 2020-07-21 02:04:10,718 - mmaction - INFO - Epoch [238][240/1253] lr: 4.059e-03, eta: 7:54:53, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.6708, top5_acc: 0.8419, loss_cls: 1.4089, loss: 1.4089, grad_norm: 4.5078 2020-07-21 02:04:32,268 - mmaction - INFO - Epoch [238][260/1253] lr: 4.059e-03, eta: 7:54:28, time: 1.078, data_time: 0.003, memory: 9059, top1_acc: 0.6565, top5_acc: 0.8445, loss_cls: 1.4494, loss: 1.4494, grad_norm: 4.6259 2020-07-21 02:04:53,576 - mmaction - INFO - Epoch [238][280/1253] lr: 4.059e-03, eta: 7:54:04, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6672, top5_acc: 0.8424, loss_cls: 1.4155, loss: 1.4155, grad_norm: 4.4870 2020-07-21 02:05:14,729 - mmaction - INFO - Epoch [238][300/1253] lr: 4.059e-03, eta: 7:53:39, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.6635, top5_acc: 0.8482, loss_cls: 1.4290, loss: 1.4290, grad_norm: 4.5016 2020-07-21 02:05:36,094 - mmaction - INFO - Epoch [238][320/1253] lr: 4.059e-03, eta: 7:53:15, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6560, top5_acc: 0.8409, loss_cls: 1.4424, loss: 1.4424, grad_norm: 4.5497 2020-07-21 02:05:57,373 - mmaction - INFO - Epoch [238][340/1253] lr: 4.059e-03, eta: 7:52:50, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.6625, top5_acc: 0.8565, loss_cls: 1.4050, loss: 1.4050, grad_norm: 4.5713 2020-07-21 02:06:18,577 - mmaction - INFO - Epoch [238][360/1253] lr: 4.059e-03, eta: 7:52:26, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.6667, top5_acc: 0.8432, loss_cls: 1.3981, loss: 1.3981, grad_norm: 4.5053 2020-07-21 02:06:40,058 - mmaction - INFO - Epoch [238][380/1253] lr: 4.059e-03, eta: 7:52:02, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.6591, top5_acc: 0.8451, loss_cls: 1.4153, loss: 1.4153, grad_norm: 4.4991 2020-07-21 02:07:01,262 - mmaction - INFO - Epoch [238][400/1253] lr: 4.059e-03, eta: 7:51:37, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.6568, top5_acc: 0.8419, loss_cls: 1.4350, loss: 1.4350, grad_norm: 4.6296 2020-07-21 02:07:22,593 - mmaction - INFO - Epoch [238][420/1253] lr: 4.059e-03, eta: 7:51:13, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.6630, top5_acc: 0.8487, loss_cls: 1.4023, loss: 1.4023, grad_norm: 4.4435 2020-07-21 02:07:44,267 - mmaction - INFO - Epoch [238][440/1253] lr: 4.059e-03, eta: 7:50:48, time: 1.083, data_time: 0.001, memory: 9059, top1_acc: 0.6711, top5_acc: 0.8464, loss_cls: 1.4009, loss: 1.4009, grad_norm: 4.5196 2020-07-21 02:08:05,433 - mmaction - INFO - Epoch [238][460/1253] lr: 4.059e-03, eta: 7:50:24, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.6648, top5_acc: 0.8435, loss_cls: 1.4225, loss: 1.4225, grad_norm: 4.5950 2020-07-21 02:08:27,095 - mmaction - INFO - Epoch [238][480/1253] lr: 4.059e-03, eta: 7:49:59, time: 1.083, data_time: 0.001, memory: 9059, top1_acc: 0.6742, top5_acc: 0.8464, loss_cls: 1.4103, loss: 1.4103, grad_norm: 4.5814 2020-07-21 02:08:48,530 - mmaction - INFO - Epoch [238][500/1253] lr: 4.059e-03, eta: 7:49:35, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.6578, top5_acc: 0.8398, loss_cls: 1.4431, loss: 1.4431, grad_norm: 4.5597 2020-07-21 02:09:09,708 - mmaction - INFO - Epoch [238][520/1253] lr: 4.059e-03, eta: 7:49:10, time: 1.060, data_time: 0.003, memory: 9059, top1_acc: 0.6776, top5_acc: 0.8456, loss_cls: 1.4055, loss: 1.4055, grad_norm: 4.5100 2020-07-21 02:09:31,253 - mmaction - INFO - Epoch [238][540/1253] lr: 4.059e-03, eta: 7:48:46, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.6760, top5_acc: 0.8516, loss_cls: 1.3854, loss: 1.3854, grad_norm: 4.4590 2020-07-21 02:09:52,542 - mmaction - INFO - Epoch [238][560/1253] lr: 4.059e-03, eta: 7:48:21, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6724, top5_acc: 0.8492, loss_cls: 1.3739, loss: 1.3739, grad_norm: 4.4500 2020-07-21 02:10:13,889 - mmaction - INFO - Epoch [238][580/1253] lr: 4.059e-03, eta: 7:47:57, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6628, top5_acc: 0.8474, loss_cls: 1.4272, loss: 1.4272, grad_norm: 4.4406 2020-07-21 02:10:35,201 - mmaction - INFO - Epoch [238][600/1253] lr: 4.059e-03, eta: 7:47:32, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.6523, top5_acc: 0.8424, loss_cls: 1.4638, loss: 1.4638, grad_norm: 4.6189 2020-07-21 02:10:56,534 - mmaction - INFO - Epoch [238][620/1253] lr: 4.059e-03, eta: 7:47:08, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6648, top5_acc: 0.8487, loss_cls: 1.4084, loss: 1.4084, grad_norm: 4.5541 2020-07-21 02:11:17,932 - mmaction - INFO - Epoch [238][640/1253] lr: 4.059e-03, eta: 7:46:44, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.6656, top5_acc: 0.8492, loss_cls: 1.3977, loss: 1.3977, grad_norm: 4.4983 2020-07-21 02:11:39,394 - mmaction - INFO - Epoch [238][660/1253] lr: 4.059e-03, eta: 7:46:19, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.6669, top5_acc: 0.8484, loss_cls: 1.4032, loss: 1.4032, grad_norm: 4.4290 2020-07-21 02:12:00,560 - mmaction - INFO - Epoch [238][680/1253] lr: 4.059e-03, eta: 7:45:55, time: 1.059, data_time: 0.003, memory: 9059, top1_acc: 0.6669, top5_acc: 0.8497, loss_cls: 1.4224, loss: 1.4224, grad_norm: 4.6249 2020-07-21 02:12:21,763 - mmaction - INFO - Epoch [238][700/1253] lr: 4.059e-03, eta: 7:45:30, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.6659, top5_acc: 0.8508, loss_cls: 1.4251, loss: 1.4251, grad_norm: 4.7081 2020-07-21 02:12:43,051 - mmaction - INFO - Epoch [238][720/1253] lr: 4.059e-03, eta: 7:45:06, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6534, top5_acc: 0.8487, loss_cls: 1.4496, loss: 1.4496, grad_norm: 4.6496 2020-07-21 02:13:04,341 - mmaction - INFO - Epoch [238][740/1253] lr: 4.059e-03, eta: 7:44:41, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6565, top5_acc: 0.8461, loss_cls: 1.4148, loss: 1.4148, grad_norm: 4.5692 2020-07-21 02:13:25,879 - mmaction - INFO - Epoch [238][760/1253] lr: 4.059e-03, eta: 7:44:17, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.6714, top5_acc: 0.8505, loss_cls: 1.3910, loss: 1.3910, grad_norm: 4.4196 2020-07-21 02:13:47,047 - mmaction - INFO - Epoch [238][780/1253] lr: 4.059e-03, eta: 7:43:52, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.6560, top5_acc: 0.8471, loss_cls: 1.4343, loss: 1.4343, grad_norm: 4.5667 2020-07-21 02:14:08,389 - mmaction - INFO - Epoch [238][800/1253] lr: 4.059e-03, eta: 7:43:28, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6516, top5_acc: 0.8367, loss_cls: 1.4907, loss: 1.4907, grad_norm: 4.6763 2020-07-21 02:14:29,862 - mmaction - INFO - Epoch [238][820/1253] lr: 4.059e-03, eta: 7:43:03, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.6690, top5_acc: 0.8409, loss_cls: 1.4207, loss: 1.4207, grad_norm: 4.5575 2020-07-21 02:14:51,279 - mmaction - INFO - Epoch [238][840/1253] lr: 4.059e-03, eta: 7:42:39, time: 1.071, data_time: 0.003, memory: 9059, top1_acc: 0.6591, top5_acc: 0.8435, loss_cls: 1.4179, loss: 1.4179, grad_norm: 4.5799 2020-07-21 02:15:12,602 - mmaction - INFO - Epoch [238][860/1253] lr: 4.059e-03, eta: 7:42:14, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6682, top5_acc: 0.8516, loss_cls: 1.4141, loss: 1.4141, grad_norm: 4.5750 2020-07-21 02:15:34,088 - mmaction - INFO - Epoch [238][880/1253] lr: 4.059e-03, eta: 7:41:50, time: 1.076, data_time: 0.003, memory: 9059, top1_acc: 0.6635, top5_acc: 0.8419, loss_cls: 1.4336, loss: 1.4336, grad_norm: 4.6321 2020-07-21 02:15:55,301 - mmaction - INFO - Epoch [238][900/1253] lr: 4.059e-03, eta: 7:41:26, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.6573, top5_acc: 0.8458, loss_cls: 1.4353, loss: 1.4353, grad_norm: 4.6831 2020-07-21 02:16:16,740 - mmaction - INFO - Epoch [238][920/1253] lr: 4.059e-03, eta: 7:41:01, time: 1.071, data_time: 0.001, memory: 9059, top1_acc: 0.6680, top5_acc: 0.8490, loss_cls: 1.3870, loss: 1.3870, grad_norm: 4.4982 2020-07-21 02:16:38,211 - mmaction - INFO - Epoch [238][940/1253] lr: 4.059e-03, eta: 7:40:37, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.6589, top5_acc: 0.8529, loss_cls: 1.3877, loss: 1.3877, grad_norm: 4.5833 2020-07-21 02:16:59,577 - mmaction - INFO - Epoch [238][960/1253] lr: 4.059e-03, eta: 7:40:12, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.6557, top5_acc: 0.8438, loss_cls: 1.4202, loss: 1.4202, grad_norm: 4.5557 2020-07-21 02:17:20,929 - mmaction - INFO - Epoch [238][980/1253] lr: 4.059e-03, eta: 7:39:48, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6622, top5_acc: 0.8461, loss_cls: 1.4161, loss: 1.4161, grad_norm: 4.5231 2020-07-21 02:17:42,040 - mmaction - INFO - Epoch [238][1000/1253] lr: 4.059e-03, eta: 7:39:23, time: 1.054, data_time: 0.001, memory: 9059, top1_acc: 0.6695, top5_acc: 0.8464, loss_cls: 1.4281, loss: 1.4281, grad_norm: 4.5830 2020-07-21 02:18:03,645 - mmaction - INFO - Epoch [238][1020/1253] lr: 4.059e-03, eta: 7:38:59, time: 1.081, data_time: 0.004, memory: 9059, top1_acc: 0.6651, top5_acc: 0.8464, loss_cls: 1.4131, loss: 1.4131, grad_norm: 4.4831 2020-07-21 02:18:25,088 - mmaction - INFO - Epoch [238][1040/1253] lr: 4.059e-03, eta: 7:38:34, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.6701, top5_acc: 0.8466, loss_cls: 1.4092, loss: 1.4092, grad_norm: 4.5435 2020-07-21 02:18:46,247 - mmaction - INFO - Epoch [238][1060/1253] lr: 4.059e-03, eta: 7:38:10, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.6695, top5_acc: 0.8451, loss_cls: 1.3920, loss: 1.3920, grad_norm: 4.4732 2020-07-21 02:19:07,631 - mmaction - INFO - Epoch [238][1080/1253] lr: 4.059e-03, eta: 7:37:45, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.6685, top5_acc: 0.8500, loss_cls: 1.3853, loss: 1.3853, grad_norm: 4.4932 2020-07-21 02:19:28,735 - mmaction - INFO - Epoch [238][1100/1253] lr: 4.059e-03, eta: 7:37:21, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.6534, top5_acc: 0.8427, loss_cls: 1.4369, loss: 1.4369, grad_norm: 4.5311 2020-07-21 02:19:50,122 - mmaction - INFO - Epoch [238][1120/1253] lr: 4.059e-03, eta: 7:36:57, time: 1.069, data_time: 0.004, memory: 9059, top1_acc: 0.6581, top5_acc: 0.8427, loss_cls: 1.4474, loss: 1.4474, grad_norm: 4.6804 2020-07-21 02:20:11,466 - mmaction - INFO - Epoch [238][1140/1253] lr: 4.059e-03, eta: 7:36:32, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6604, top5_acc: 0.8456, loss_cls: 1.4358, loss: 1.4358, grad_norm: 4.5661 2020-07-21 02:20:32,837 - mmaction - INFO - Epoch [238][1160/1253] lr: 4.059e-03, eta: 7:36:08, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.6552, top5_acc: 0.8474, loss_cls: 1.4490, loss: 1.4490, grad_norm: 4.6522 2020-07-21 02:20:54,384 - mmaction - INFO - Epoch [238][1180/1253] lr: 4.059e-03, eta: 7:35:43, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.6753, top5_acc: 0.8651, loss_cls: 1.3411, loss: 1.3411, grad_norm: 4.4315 2020-07-21 02:21:15,676 - mmaction - INFO - Epoch [238][1200/1253] lr: 4.059e-03, eta: 7:35:19, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.6708, top5_acc: 0.8422, loss_cls: 1.3963, loss: 1.3963, grad_norm: 4.4576 2020-07-21 02:21:37,140 - mmaction - INFO - Epoch [238][1220/1253] lr: 4.059e-03, eta: 7:34:54, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.6591, top5_acc: 0.8438, loss_cls: 1.4159, loss: 1.4159, grad_norm: 4.5575 2020-07-21 02:21:58,398 - mmaction - INFO - Epoch [238][1240/1253] lr: 4.059e-03, eta: 7:34:30, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6549, top5_acc: 0.8370, loss_cls: 1.4617, loss: 1.4617, grad_norm: 4.5593 2020-07-21 02:25:48,093 - mmaction - INFO - Epoch [239][20/1253] lr: 3.645e-03, eta: 7:34:06, time: 10.248, data_time: 9.060, memory: 9059, top1_acc: 0.6763, top5_acc: 0.8542, loss_cls: 1.3721, loss: 1.3721, grad_norm: 4.4842 2020-07-21 02:26:09,609 - mmaction - INFO - Epoch [239][40/1253] lr: 3.645e-03, eta: 7:33:42, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.6674, top5_acc: 0.8464, loss_cls: 1.4006, loss: 1.4006, grad_norm: 4.5537 2020-07-21 02:26:31,029 - mmaction - INFO - Epoch [239][60/1253] lr: 3.645e-03, eta: 7:33:17, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.6635, top5_acc: 0.8505, loss_cls: 1.4080, loss: 1.4080, grad_norm: 4.5177 2020-07-21 02:26:52,362 - mmaction - INFO - Epoch [239][80/1253] lr: 3.645e-03, eta: 7:32:53, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.6721, top5_acc: 0.8438, loss_cls: 1.4172, loss: 1.4172, grad_norm: 4.5547 2020-07-21 02:27:13,911 - mmaction - INFO - Epoch [239][100/1253] lr: 3.645e-03, eta: 7:32:28, time: 1.082, data_time: 0.006, memory: 9059, top1_acc: 0.6690, top5_acc: 0.8490, loss_cls: 1.3789, loss: 1.3789, grad_norm: 4.4656 2020-07-21 02:27:35,069 - mmaction - INFO - Epoch [239][120/1253] lr: 3.645e-03, eta: 7:32:04, time: 1.057, data_time: 0.001, memory: 9059, top1_acc: 0.6724, top5_acc: 0.8503, loss_cls: 1.3770, loss: 1.3770, grad_norm: 4.5498 2020-07-21 02:27:56,407 - mmaction - INFO - Epoch [239][140/1253] lr: 3.645e-03, eta: 7:31:40, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6701, top5_acc: 0.8521, loss_cls: 1.3916, loss: 1.3916, grad_norm: 4.6167 2020-07-21 02:28:17,862 - mmaction - INFO - Epoch [239][160/1253] lr: 3.645e-03, eta: 7:31:15, time: 1.071, data_time: 0.001, memory: 9059, top1_acc: 0.6641, top5_acc: 0.8555, loss_cls: 1.4166, loss: 1.4166, grad_norm: 4.6326 2020-07-21 02:28:39,293 - mmaction - INFO - Epoch [239][180/1253] lr: 3.645e-03, eta: 7:30:51, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.6698, top5_acc: 0.8487, loss_cls: 1.3869, loss: 1.3869, grad_norm: 4.6166 2020-07-21 02:29:00,635 - mmaction - INFO - Epoch [239][200/1253] lr: 3.645e-03, eta: 7:30:26, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6635, top5_acc: 0.8466, loss_cls: 1.4126, loss: 1.4126, grad_norm: 4.5463 2020-07-21 02:29:22,310 - mmaction - INFO - Epoch [239][220/1253] lr: 3.645e-03, eta: 7:30:02, time: 1.085, data_time: 0.003, memory: 9059, top1_acc: 0.6779, top5_acc: 0.8599, loss_cls: 1.3632, loss: 1.3632, grad_norm: 4.4694 2020-07-21 02:29:43,580 - mmaction - INFO - Epoch [239][240/1253] lr: 3.645e-03, eta: 7:29:37, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6729, top5_acc: 0.8471, loss_cls: 1.4094, loss: 1.4094, grad_norm: 4.6006 2020-07-21 02:30:05,131 - mmaction - INFO - Epoch [239][260/1253] lr: 3.645e-03, eta: 7:29:13, time: 1.077, data_time: 0.006, memory: 9059, top1_acc: 0.6729, top5_acc: 0.8495, loss_cls: 1.3696, loss: 1.3696, grad_norm: 4.5115 2020-07-21 02:30:27,363 - mmaction - INFO - Epoch [239][280/1253] lr: 3.645e-03, eta: 7:28:48, time: 1.110, data_time: 0.001, memory: 9059, top1_acc: 0.6766, top5_acc: 0.8526, loss_cls: 1.3768, loss: 1.3768, grad_norm: 4.5699 2020-07-21 02:30:48,730 - mmaction - INFO - Epoch [239][300/1253] lr: 3.645e-03, eta: 7:28:24, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.6776, top5_acc: 0.8549, loss_cls: 1.3585, loss: 1.3585, grad_norm: 4.4788 2020-07-21 02:31:10,466 - mmaction - INFO - Epoch [239][320/1253] lr: 3.645e-03, eta: 7:28:00, time: 1.087, data_time: 0.002, memory: 9059, top1_acc: 0.6529, top5_acc: 0.8479, loss_cls: 1.4240, loss: 1.4240, grad_norm: 4.6151 2020-07-21 02:31:33,207 - mmaction - INFO - Epoch [239][340/1253] lr: 3.645e-03, eta: 7:27:35, time: 1.132, data_time: 0.013, memory: 9059, top1_acc: 0.6745, top5_acc: 0.8549, loss_cls: 1.3811, loss: 1.3811, grad_norm: 4.5411 2020-07-21 02:31:56,258 - mmaction - INFO - Epoch [239][360/1253] lr: 3.645e-03, eta: 7:27:11, time: 1.156, data_time: 0.022, memory: 9059, top1_acc: 0.6682, top5_acc: 0.8596, loss_cls: 1.3739, loss: 1.3739, grad_norm: 4.5137 2020-07-21 02:32:18,429 - mmaction - INFO - Epoch [239][380/1253] lr: 3.645e-03, eta: 7:26:47, time: 1.112, data_time: 0.020, memory: 9059, top1_acc: 0.6518, top5_acc: 0.8417, loss_cls: 1.4571, loss: 1.4571, grad_norm: 4.7002 2020-07-21 02:32:39,869 - mmaction - INFO - Epoch [239][400/1253] lr: 3.645e-03, eta: 7:26:22, time: 1.070, data_time: 0.001, memory: 9059, top1_acc: 0.6742, top5_acc: 0.8461, loss_cls: 1.3864, loss: 1.3864, grad_norm: 4.5224 2020-07-21 02:33:01,163 - mmaction - INFO - Epoch [239][420/1253] lr: 3.645e-03, eta: 7:25:58, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6727, top5_acc: 0.8521, loss_cls: 1.3590, loss: 1.3590, grad_norm: 4.5994 2020-07-21 02:33:22,458 - mmaction - INFO - Epoch [239][440/1253] lr: 3.645e-03, eta: 7:25:33, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6768, top5_acc: 0.8513, loss_cls: 1.3600, loss: 1.3600, grad_norm: 4.6372 2020-07-21 02:33:43,817 - mmaction - INFO - Epoch [239][460/1253] lr: 3.645e-03, eta: 7:25:09, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.6755, top5_acc: 0.8469, loss_cls: 1.3908, loss: 1.3908, grad_norm: 4.5135 2020-07-21 02:34:05,123 - mmaction - INFO - Epoch [239][480/1253] lr: 3.645e-03, eta: 7:24:44, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6693, top5_acc: 0.8414, loss_cls: 1.4053, loss: 1.4053, grad_norm: 4.5797 2020-07-21 02:34:26,452 - mmaction - INFO - Epoch [239][500/1253] lr: 3.645e-03, eta: 7:24:20, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.6698, top5_acc: 0.8484, loss_cls: 1.4113, loss: 1.4113, grad_norm: 4.5376 2020-07-21 02:34:47,829 - mmaction - INFO - Epoch [239][520/1253] lr: 3.645e-03, eta: 7:23:55, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.6674, top5_acc: 0.8510, loss_cls: 1.4005, loss: 1.4005, grad_norm: 4.5655 2020-07-21 02:35:09,090 - mmaction - INFO - Epoch [239][540/1253] lr: 3.645e-03, eta: 7:23:31, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6693, top5_acc: 0.8492, loss_cls: 1.3999, loss: 1.3999, grad_norm: 4.5773 2020-07-21 02:35:30,684 - mmaction - INFO - Epoch [239][560/1253] lr: 3.645e-03, eta: 7:23:07, time: 1.080, data_time: 0.001, memory: 9059, top1_acc: 0.6557, top5_acc: 0.8471, loss_cls: 1.4346, loss: 1.4346, grad_norm: 4.7461 2020-07-21 02:35:52,253 - mmaction - INFO - Epoch [239][580/1253] lr: 3.645e-03, eta: 7:22:42, time: 1.078, data_time: 0.001, memory: 9059, top1_acc: 0.6581, top5_acc: 0.8497, loss_cls: 1.4332, loss: 1.4332, grad_norm: 4.6822 2020-07-21 02:36:13,562 - mmaction - INFO - Epoch [239][600/1253] lr: 3.645e-03, eta: 7:22:18, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6740, top5_acc: 0.8510, loss_cls: 1.3903, loss: 1.3903, grad_norm: 4.5126 2020-07-21 02:36:35,099 - mmaction - INFO - Epoch [239][620/1253] lr: 3.645e-03, eta: 7:21:53, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.6760, top5_acc: 0.8570, loss_cls: 1.3701, loss: 1.3701, grad_norm: 4.5794 2020-07-21 02:36:56,443 - mmaction - INFO - Epoch [239][640/1253] lr: 3.645e-03, eta: 7:21:29, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6698, top5_acc: 0.8518, loss_cls: 1.3848, loss: 1.3848, grad_norm: 4.6246 2020-07-21 02:37:18,013 - mmaction - INFO - Epoch [239][660/1253] lr: 3.645e-03, eta: 7:21:04, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.6630, top5_acc: 0.8484, loss_cls: 1.4152, loss: 1.4152, grad_norm: 4.6854 2020-07-21 02:37:39,460 - mmaction - INFO - Epoch [239][680/1253] lr: 3.645e-03, eta: 7:20:40, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.6651, top5_acc: 0.8521, loss_cls: 1.3916, loss: 1.3916, grad_norm: 4.6648 2020-07-21 02:38:00,839 - mmaction - INFO - Epoch [239][700/1253] lr: 3.645e-03, eta: 7:20:16, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6690, top5_acc: 0.8516, loss_cls: 1.3927, loss: 1.3927, grad_norm: 4.6663 2020-07-21 02:38:21,985 - mmaction - INFO - Epoch [239][720/1253] lr: 3.645e-03, eta: 7:19:51, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.6740, top5_acc: 0.8484, loss_cls: 1.3930, loss: 1.3930, grad_norm: 4.4990 2020-07-21 02:38:43,297 - mmaction - INFO - Epoch [239][740/1253] lr: 3.645e-03, eta: 7:19:27, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6656, top5_acc: 0.8469, loss_cls: 1.4014, loss: 1.4014, grad_norm: 4.6047 2020-07-21 02:39:04,663 - mmaction - INFO - Epoch [239][760/1253] lr: 3.645e-03, eta: 7:19:02, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.6578, top5_acc: 0.8388, loss_cls: 1.4299, loss: 1.4299, grad_norm: 4.5591 2020-07-21 02:39:26,149 - mmaction - INFO - Epoch [239][780/1253] lr: 3.645e-03, eta: 7:18:38, time: 1.074, data_time: 0.001, memory: 9059, top1_acc: 0.6607, top5_acc: 0.8453, loss_cls: 1.4364, loss: 1.4364, grad_norm: 4.6039 2020-07-21 02:39:47,638 - mmaction - INFO - Epoch [239][800/1253] lr: 3.645e-03, eta: 7:18:13, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.6620, top5_acc: 0.8518, loss_cls: 1.3905, loss: 1.3905, grad_norm: 4.5821 2020-07-21 02:40:08,964 - mmaction - INFO - Epoch [239][820/1253] lr: 3.645e-03, eta: 7:17:49, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6651, top5_acc: 0.8458, loss_cls: 1.4022, loss: 1.4022, grad_norm: 4.6081 2020-07-21 02:40:30,201 - mmaction - INFO - Epoch [239][840/1253] lr: 3.645e-03, eta: 7:17:24, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.6646, top5_acc: 0.8474, loss_cls: 1.4199, loss: 1.4199, grad_norm: 4.5862 2020-07-21 02:40:51,529 - mmaction - INFO - Epoch [239][860/1253] lr: 3.645e-03, eta: 7:17:00, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.6667, top5_acc: 0.8510, loss_cls: 1.3962, loss: 1.3962, grad_norm: 4.5629 2020-07-21 02:41:12,858 - mmaction - INFO - Epoch [239][880/1253] lr: 3.645e-03, eta: 7:16:36, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6706, top5_acc: 0.8503, loss_cls: 1.3824, loss: 1.3824, grad_norm: 4.5322 2020-07-21 02:41:34,074 - mmaction - INFO - Epoch [239][900/1253] lr: 3.645e-03, eta: 7:16:11, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.6721, top5_acc: 0.8555, loss_cls: 1.3697, loss: 1.3697, grad_norm: 4.6199 2020-07-21 02:41:55,601 - mmaction - INFO - Epoch [239][920/1253] lr: 3.645e-03, eta: 7:15:47, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.6747, top5_acc: 0.8435, loss_cls: 1.3991, loss: 1.3991, grad_norm: 4.5547 2020-07-21 02:42:16,983 - mmaction - INFO - Epoch [239][940/1253] lr: 3.645e-03, eta: 7:15:22, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.6698, top5_acc: 0.8430, loss_cls: 1.4209, loss: 1.4209, grad_norm: 4.5432 2020-07-21 02:42:38,339 - mmaction - INFO - Epoch [239][960/1253] lr: 3.645e-03, eta: 7:14:58, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6745, top5_acc: 0.8539, loss_cls: 1.3577, loss: 1.3577, grad_norm: 4.4697 2020-07-21 02:42:59,633 - mmaction - INFO - Epoch [239][980/1253] lr: 3.645e-03, eta: 7:14:33, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.6557, top5_acc: 0.8482, loss_cls: 1.4293, loss: 1.4293, grad_norm: 4.7178 2020-07-21 02:43:21,145 - mmaction - INFO - Epoch [239][1000/1253] lr: 3.645e-03, eta: 7:14:09, time: 1.077, data_time: 0.003, memory: 9059, top1_acc: 0.6714, top5_acc: 0.8497, loss_cls: 1.3886, loss: 1.3886, grad_norm: 4.5538 2020-07-21 02:43:44,428 - mmaction - INFO - Epoch [239][1020/1253] lr: 3.645e-03, eta: 7:13:45, time: 1.158, data_time: 0.002, memory: 9059, top1_acc: 0.6630, top5_acc: 0.8406, loss_cls: 1.4311, loss: 1.4311, grad_norm: 4.6525 2020-07-21 02:44:05,800 - mmaction - INFO - Epoch [239][1040/1253] lr: 3.645e-03, eta: 7:13:20, time: 1.074, data_time: 0.008, memory: 9059, top1_acc: 0.6544, top5_acc: 0.8505, loss_cls: 1.4306, loss: 1.4306, grad_norm: 4.6794 2020-07-21 02:44:27,161 - mmaction - INFO - Epoch [239][1060/1253] lr: 3.645e-03, eta: 7:12:56, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.6698, top5_acc: 0.8482, loss_cls: 1.3899, loss: 1.3899, grad_norm: 4.7092 2020-07-21 02:44:48,683 - mmaction - INFO - Epoch [239][1080/1253] lr: 3.645e-03, eta: 7:12:31, time: 1.076, data_time: 0.001, memory: 9059, top1_acc: 0.6656, top5_acc: 0.8531, loss_cls: 1.3870, loss: 1.3870, grad_norm: 4.5677 2020-07-21 02:45:09,904 - mmaction - INFO - Epoch [239][1100/1253] lr: 3.645e-03, eta: 7:12:07, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.6672, top5_acc: 0.8464, loss_cls: 1.3886, loss: 1.3886, grad_norm: 4.5485 2020-07-21 02:45:31,128 - mmaction - INFO - Epoch [239][1120/1253] lr: 3.645e-03, eta: 7:11:42, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.6779, top5_acc: 0.8510, loss_cls: 1.3675, loss: 1.3675, grad_norm: 4.5717 2020-07-21 02:45:52,677 - mmaction - INFO - Epoch [239][1140/1253] lr: 3.645e-03, eta: 7:11:18, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.6669, top5_acc: 0.8516, loss_cls: 1.3926, loss: 1.3926, grad_norm: 4.6499 2020-07-21 02:46:13,955 - mmaction - INFO - Epoch [239][1160/1253] lr: 3.645e-03, eta: 7:10:54, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6682, top5_acc: 0.8424, loss_cls: 1.4062, loss: 1.4062, grad_norm: 4.6620 2020-07-21 02:46:35,500 - mmaction - INFO - Epoch [239][1180/1253] lr: 3.645e-03, eta: 7:10:29, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.6703, top5_acc: 0.8492, loss_cls: 1.3970, loss: 1.3970, grad_norm: 4.6583 2020-07-21 02:46:56,731 - mmaction - INFO - Epoch [239][1200/1253] lr: 3.645e-03, eta: 7:10:05, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.6701, top5_acc: 0.8469, loss_cls: 1.3783, loss: 1.3783, grad_norm: 4.7103 2020-07-21 02:47:18,045 - mmaction - INFO - Epoch [239][1220/1253] lr: 3.645e-03, eta: 7:09:40, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.6568, top5_acc: 0.8419, loss_cls: 1.4340, loss: 1.4340, grad_norm: 4.7124 2020-07-21 02:47:39,342 - mmaction - INFO - Epoch [239][1240/1253] lr: 3.645e-03, eta: 7:09:16, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.6633, top5_acc: 0.8497, loss_cls: 1.4150, loss: 1.4150, grad_norm: 4.7096 2020-07-21 02:51:09,640 - mmaction - INFO - Epoch [240][20/1253] lr: 3.252e-03, eta: 7:08:50, time: 9.461, data_time: 8.120, memory: 9059, top1_acc: 0.6719, top5_acc: 0.8531, loss_cls: 1.3786, loss: 1.3786, grad_norm: 4.6216 2020-07-21 02:51:31,012 - mmaction - INFO - Epoch [240][40/1253] lr: 3.252e-03, eta: 7:08:25, time: 1.069, data_time: 0.006, memory: 9059, top1_acc: 0.6706, top5_acc: 0.8505, loss_cls: 1.3926, loss: 1.3926, grad_norm: 4.6064 2020-07-21 02:51:52,342 - mmaction - INFO - Epoch [240][60/1253] lr: 3.252e-03, eta: 7:08:01, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6755, top5_acc: 0.8586, loss_cls: 1.3482, loss: 1.3482, grad_norm: 4.5861 2020-07-21 02:52:13,750 - mmaction - INFO - Epoch [240][80/1253] lr: 3.252e-03, eta: 7:07:37, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.6659, top5_acc: 0.8531, loss_cls: 1.3903, loss: 1.3903, grad_norm: 4.7185 2020-07-21 02:52:35,174 - mmaction - INFO - Epoch [240][100/1253] lr: 3.252e-03, eta: 7:07:12, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.6750, top5_acc: 0.8534, loss_cls: 1.3818, loss: 1.3818, grad_norm: 4.6019 2020-07-21 02:52:56,440 - mmaction - INFO - Epoch [240][120/1253] lr: 3.252e-03, eta: 7:06:48, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6654, top5_acc: 0.8510, loss_cls: 1.3824, loss: 1.3824, grad_norm: 4.5403 2020-07-21 02:53:17,692 - mmaction - INFO - Epoch [240][140/1253] lr: 3.252e-03, eta: 7:06:23, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.6740, top5_acc: 0.8589, loss_cls: 1.3400, loss: 1.3400, grad_norm: 4.4963 2020-07-21 02:53:39,155 - mmaction - INFO - Epoch [240][160/1253] lr: 3.252e-03, eta: 7:05:59, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.6654, top5_acc: 0.8414, loss_cls: 1.4290, loss: 1.4290, grad_norm: 4.6154 2020-07-21 02:54:00,621 - mmaction - INFO - Epoch [240][180/1253] lr: 3.252e-03, eta: 7:05:34, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.6633, top5_acc: 0.8451, loss_cls: 1.3991, loss: 1.3991, grad_norm: 4.6852 2020-07-21 02:54:22,017 - mmaction - INFO - Epoch [240][200/1253] lr: 3.252e-03, eta: 7:05:10, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.6659, top5_acc: 0.8451, loss_cls: 1.4307, loss: 1.4307, grad_norm: 4.6693 2020-07-21 02:54:43,291 - mmaction - INFO - Epoch [240][220/1253] lr: 3.252e-03, eta: 7:04:45, time: 1.066, data_time: 0.004, memory: 9059, top1_acc: 0.6727, top5_acc: 0.8529, loss_cls: 1.3863, loss: 1.3863, grad_norm: 4.6742 2020-07-21 02:55:04,838 - mmaction - INFO - Epoch [240][240/1253] lr: 3.252e-03, eta: 7:04:21, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.6820, top5_acc: 0.8646, loss_cls: 1.3254, loss: 1.3254, grad_norm: 4.6833 2020-07-21 02:55:26,186 - mmaction - INFO - Epoch [240][260/1253] lr: 3.252e-03, eta: 7:03:57, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6776, top5_acc: 0.8573, loss_cls: 1.3527, loss: 1.3527, grad_norm: 4.6199 2020-07-21 02:55:47,462 - mmaction - INFO - Epoch [240][280/1253] lr: 3.252e-03, eta: 7:03:32, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6766, top5_acc: 0.8578, loss_cls: 1.3556, loss: 1.3556, grad_norm: 4.6285 2020-07-21 02:56:08,721 - mmaction - INFO - Epoch [240][300/1253] lr: 3.252e-03, eta: 7:03:08, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6807, top5_acc: 0.8505, loss_cls: 1.3567, loss: 1.3567, grad_norm: 4.6280 2020-07-21 02:56:29,912 - mmaction - INFO - Epoch [240][320/1253] lr: 3.252e-03, eta: 7:02:43, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.6792, top5_acc: 0.8531, loss_cls: 1.3550, loss: 1.3550, grad_norm: 4.6775 2020-07-21 02:56:51,099 - mmaction - INFO - Epoch [240][340/1253] lr: 3.252e-03, eta: 7:02:19, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.6766, top5_acc: 0.8568, loss_cls: 1.3538, loss: 1.3538, grad_norm: 4.5982 2020-07-21 02:57:12,277 - mmaction - INFO - Epoch [240][360/1253] lr: 3.252e-03, eta: 7:01:54, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.6773, top5_acc: 0.8607, loss_cls: 1.3530, loss: 1.3530, grad_norm: 4.6779 2020-07-21 02:57:33,537 - mmaction - INFO - Epoch [240][380/1253] lr: 3.252e-03, eta: 7:01:30, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6724, top5_acc: 0.8544, loss_cls: 1.3770, loss: 1.3770, grad_norm: 4.7423 2020-07-21 02:57:54,864 - mmaction - INFO - Epoch [240][400/1253] lr: 3.252e-03, eta: 7:01:05, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.6674, top5_acc: 0.8500, loss_cls: 1.3743, loss: 1.3743, grad_norm: 4.6081 2020-07-21 02:58:16,016 - mmaction - INFO - Epoch [240][420/1253] lr: 3.252e-03, eta: 7:00:41, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.6740, top5_acc: 0.8542, loss_cls: 1.3574, loss: 1.3574, grad_norm: 4.6824 2020-07-21 02:58:37,182 - mmaction - INFO - Epoch [240][440/1253] lr: 3.252e-03, eta: 7:00:17, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.6823, top5_acc: 0.8630, loss_cls: 1.3186, loss: 1.3186, grad_norm: 4.5972 2020-07-21 02:58:58,483 - mmaction - INFO - Epoch [240][460/1253] lr: 3.252e-03, eta: 6:59:52, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6693, top5_acc: 0.8510, loss_cls: 1.3833, loss: 1.3833, grad_norm: 4.8021 2020-07-21 02:59:19,875 - mmaction - INFO - Epoch [240][480/1253] lr: 3.252e-03, eta: 6:59:28, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.6805, top5_acc: 0.8508, loss_cls: 1.3428, loss: 1.3428, grad_norm: 4.5674 2020-07-21 02:59:41,598 - mmaction - INFO - Epoch [240][500/1253] lr: 3.252e-03, eta: 6:59:03, time: 1.087, data_time: 0.004, memory: 9059, top1_acc: 0.6771, top5_acc: 0.8503, loss_cls: 1.3732, loss: 1.3732, grad_norm: 4.5834 2020-07-21 03:00:04,350 - mmaction - INFO - Epoch [240][520/1253] lr: 3.252e-03, eta: 6:58:39, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.6695, top5_acc: 0.8477, loss_cls: 1.4171, loss: 1.4171, grad_norm: 4.7009 2020-07-21 03:00:35,411 - mmaction - INFO - Epoch [240][540/1253] lr: 3.252e-03, eta: 6:58:15, time: 1.626, data_time: 0.083, memory: 9059, top1_acc: 0.6641, top5_acc: 0.8419, loss_cls: 1.4465, loss: 1.4465, grad_norm: 4.6408 2020-07-21 03:00:56,562 - mmaction - INFO - Epoch [240][560/1253] lr: 3.252e-03, eta: 6:57:51, time: 1.061, data_time: 0.008, memory: 9059, top1_acc: 0.6849, top5_acc: 0.8570, loss_cls: 1.3208, loss: 1.3208, grad_norm: 4.5096 2020-07-21 03:01:17,796 - mmaction - INFO - Epoch [240][580/1253] lr: 3.252e-03, eta: 6:57:27, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.6753, top5_acc: 0.8508, loss_cls: 1.3556, loss: 1.3556, grad_norm: 4.6383 2020-07-21 03:01:39,589 - mmaction - INFO - Epoch [240][600/1253] lr: 3.252e-03, eta: 6:57:02, time: 1.089, data_time: 0.002, memory: 9059, top1_acc: 0.6792, top5_acc: 0.8500, loss_cls: 1.3674, loss: 1.3674, grad_norm: 4.5848 2020-07-21 03:02:01,045 - mmaction - INFO - Epoch [240][620/1253] lr: 3.252e-03, eta: 6:56:38, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.6690, top5_acc: 0.8510, loss_cls: 1.3874, loss: 1.3874, grad_norm: 4.6188 2020-07-21 03:02:22,506 - mmaction - INFO - Epoch [240][640/1253] lr: 3.252e-03, eta: 6:56:13, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.6776, top5_acc: 0.8589, loss_cls: 1.3463, loss: 1.3463, grad_norm: 4.6160 2020-07-21 03:02:43,881 - mmaction - INFO - Epoch [240][660/1253] lr: 3.252e-03, eta: 6:55:49, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.6620, top5_acc: 0.8495, loss_cls: 1.4436, loss: 1.4436, grad_norm: 4.6021 2020-07-21 03:03:05,166 - mmaction - INFO - Epoch [240][680/1253] lr: 3.252e-03, eta: 6:55:24, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.6773, top5_acc: 0.8529, loss_cls: 1.3684, loss: 1.3684, grad_norm: 4.6152 2020-07-21 03:03:26,413 - mmaction - INFO - Epoch [240][700/1253] lr: 3.252e-03, eta: 6:55:00, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6766, top5_acc: 0.8451, loss_cls: 1.3947, loss: 1.3947, grad_norm: 4.7008 2020-07-21 03:03:47,638 - mmaction - INFO - Epoch [240][720/1253] lr: 3.252e-03, eta: 6:54:36, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.6677, top5_acc: 0.8508, loss_cls: 1.3950, loss: 1.3950, grad_norm: 4.7025 2020-07-21 03:04:09,122 - mmaction - INFO - Epoch [240][740/1253] lr: 3.252e-03, eta: 6:54:11, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.6612, top5_acc: 0.8497, loss_cls: 1.3946, loss: 1.3946, grad_norm: 4.6856 2020-07-21 03:04:30,503 - mmaction - INFO - Epoch [240][760/1253] lr: 3.252e-03, eta: 6:53:47, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.6719, top5_acc: 0.8542, loss_cls: 1.3807, loss: 1.3807, grad_norm: 4.6241 2020-07-21 03:04:51,885 - mmaction - INFO - Epoch [240][780/1253] lr: 3.252e-03, eta: 6:53:22, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6609, top5_acc: 0.8518, loss_cls: 1.3960, loss: 1.3960, grad_norm: 4.7814 2020-07-21 03:05:13,176 - mmaction - INFO - Epoch [240][800/1253] lr: 3.252e-03, eta: 6:52:58, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6711, top5_acc: 0.8599, loss_cls: 1.3584, loss: 1.3584, grad_norm: 4.6754 2020-07-21 03:05:34,598 - mmaction - INFO - Epoch [240][820/1253] lr: 3.252e-03, eta: 6:52:34, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.6651, top5_acc: 0.8482, loss_cls: 1.4086, loss: 1.4086, grad_norm: 4.7234 2020-07-21 03:05:56,191 - mmaction - INFO - Epoch [240][840/1253] lr: 3.252e-03, eta: 6:52:09, time: 1.079, data_time: 0.001, memory: 9059, top1_acc: 0.6888, top5_acc: 0.8529, loss_cls: 1.3227, loss: 1.3227, grad_norm: 4.5512 2020-07-21 03:06:17,759 - mmaction - INFO - Epoch [240][860/1253] lr: 3.252e-03, eta: 6:51:45, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.6781, top5_acc: 0.8513, loss_cls: 1.3786, loss: 1.3786, grad_norm: 4.6442 2020-07-21 03:06:39,093 - mmaction - INFO - Epoch [240][880/1253] lr: 3.252e-03, eta: 6:51:20, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6799, top5_acc: 0.8602, loss_cls: 1.3340, loss: 1.3340, grad_norm: 4.5767 2020-07-21 03:07:00,257 - mmaction - INFO - Epoch [240][900/1253] lr: 3.252e-03, eta: 6:50:56, time: 1.058, data_time: 0.001, memory: 9059, top1_acc: 0.6633, top5_acc: 0.8438, loss_cls: 1.4158, loss: 1.4158, grad_norm: 4.6579 2020-07-21 03:07:21,921 - mmaction - INFO - Epoch [240][920/1253] lr: 3.252e-03, eta: 6:50:31, time: 1.083, data_time: 0.001, memory: 9059, top1_acc: 0.6805, top5_acc: 0.8589, loss_cls: 1.3216, loss: 1.3216, grad_norm: 4.5569 2020-07-21 03:07:43,455 - mmaction - INFO - Epoch [240][940/1253] lr: 3.252e-03, eta: 6:50:07, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.6669, top5_acc: 0.8479, loss_cls: 1.3845, loss: 1.3845, grad_norm: 4.6608 2020-07-21 03:08:04,762 - mmaction - INFO - Epoch [240][960/1253] lr: 3.252e-03, eta: 6:49:43, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6557, top5_acc: 0.8411, loss_cls: 1.4390, loss: 1.4390, grad_norm: 4.7649 2020-07-21 03:08:26,356 - mmaction - INFO - Epoch [240][980/1253] lr: 3.252e-03, eta: 6:49:18, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.6792, top5_acc: 0.8578, loss_cls: 1.3445, loss: 1.3445, grad_norm: 4.6106 2020-07-21 03:08:47,686 - mmaction - INFO - Epoch [240][1000/1253] lr: 3.252e-03, eta: 6:48:54, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.6669, top5_acc: 0.8557, loss_cls: 1.3667, loss: 1.3667, grad_norm: 4.6406 2020-07-21 03:09:09,366 - mmaction - INFO - Epoch [240][1020/1253] lr: 3.252e-03, eta: 6:48:29, time: 1.084, data_time: 0.002, memory: 9059, top1_acc: 0.6615, top5_acc: 0.8484, loss_cls: 1.3852, loss: 1.3852, grad_norm: 4.6970 2020-07-21 03:09:30,798 - mmaction - INFO - Epoch [240][1040/1253] lr: 3.252e-03, eta: 6:48:05, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.6654, top5_acc: 0.8404, loss_cls: 1.4005, loss: 1.4005, grad_norm: 4.6903 2020-07-21 03:09:52,236 - mmaction - INFO - Epoch [240][1060/1253] lr: 3.252e-03, eta: 6:47:41, time: 1.073, data_time: 0.003, memory: 9059, top1_acc: 0.6648, top5_acc: 0.8521, loss_cls: 1.3905, loss: 1.3905, grad_norm: 4.6580 2020-07-21 03:10:13,569 - mmaction - INFO - Epoch [240][1080/1253] lr: 3.252e-03, eta: 6:47:16, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6698, top5_acc: 0.8474, loss_cls: 1.3969, loss: 1.3969, grad_norm: 4.7233 2020-07-21 03:10:34,917 - mmaction - INFO - Epoch [240][1100/1253] lr: 3.252e-03, eta: 6:46:52, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6656, top5_acc: 0.8422, loss_cls: 1.4291, loss: 1.4291, grad_norm: 4.5885 2020-07-21 03:10:56,168 - mmaction - INFO - Epoch [240][1120/1253] lr: 3.252e-03, eta: 6:46:27, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6703, top5_acc: 0.8471, loss_cls: 1.3859, loss: 1.3859, grad_norm: 4.6163 2020-07-21 03:11:17,441 - mmaction - INFO - Epoch [240][1140/1253] lr: 3.252e-03, eta: 6:46:03, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6740, top5_acc: 0.8469, loss_cls: 1.3920, loss: 1.3920, grad_norm: 4.6026 2020-07-21 03:11:40,295 - mmaction - INFO - Epoch [240][1160/1253] lr: 3.252e-03, eta: 6:45:39, time: 1.134, data_time: 0.002, memory: 9059, top1_acc: 0.6753, top5_acc: 0.8516, loss_cls: 1.3839, loss: 1.3839, grad_norm: 4.6571 2020-07-21 03:12:02,302 - mmaction - INFO - Epoch [240][1180/1253] lr: 3.252e-03, eta: 6:45:14, time: 1.109, data_time: 0.011, memory: 9059, top1_acc: 0.6680, top5_acc: 0.8484, loss_cls: 1.4109, loss: 1.4109, grad_norm: 4.7344 2020-07-21 03:12:23,597 - mmaction - INFO - Epoch [240][1200/1253] lr: 3.252e-03, eta: 6:44:50, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6589, top5_acc: 0.8443, loss_cls: 1.4190, loss: 1.4190, grad_norm: 4.7815 2020-07-21 03:12:44,858 - mmaction - INFO - Epoch [240][1220/1253] lr: 3.252e-03, eta: 6:44:25, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.6716, top5_acc: 0.8557, loss_cls: 1.3479, loss: 1.3479, grad_norm: 4.7115 2020-07-21 03:13:06,137 - mmaction - INFO - Epoch [240][1240/1253] lr: 3.252e-03, eta: 6:44:01, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.6651, top5_acc: 0.8419, loss_cls: 1.4240, loss: 1.4240, grad_norm: 4.7313 2020-07-21 03:13:28,051 - mmaction - INFO - Saving checkpoint at 240 epochs 2020-07-21 03:16:37,986 - mmaction - INFO - Epoch [241][20/1253] lr: 2.882e-03, eta: 6:43:34, time: 9.426, data_time: 8.095, memory: 9059, top1_acc: 0.6674, top5_acc: 0.8469, loss_cls: 1.3918, loss: 1.3918, grad_norm: 4.7502 2020-07-21 03:17:00,362 - mmaction - INFO - Epoch [241][40/1253] lr: 2.882e-03, eta: 6:43:10, time: 1.119, data_time: 0.002, memory: 9059, top1_acc: 0.6794, top5_acc: 0.8568, loss_cls: 1.3625, loss: 1.3625, grad_norm: 4.6358 2020-07-21 03:17:21,777 - mmaction - INFO - Epoch [241][60/1253] lr: 2.882e-03, eta: 6:42:45, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.6729, top5_acc: 0.8461, loss_cls: 1.4069, loss: 1.4069, grad_norm: 4.7598 2020-07-21 03:17:43,004 - mmaction - INFO - Epoch [241][80/1253] lr: 2.882e-03, eta: 6:42:21, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.6747, top5_acc: 0.8456, loss_cls: 1.3843, loss: 1.3843, grad_norm: 4.7308 2020-07-21 03:18:04,529 - mmaction - INFO - Epoch [241][100/1253] lr: 2.882e-03, eta: 6:41:56, time: 1.075, data_time: 0.003, memory: 9059, top1_acc: 0.6703, top5_acc: 0.8555, loss_cls: 1.3980, loss: 1.3980, grad_norm: 4.6960 2020-07-21 03:18:26,068 - mmaction - INFO - Epoch [241][120/1253] lr: 2.882e-03, eta: 6:41:32, time: 1.078, data_time: 0.003, memory: 9059, top1_acc: 0.6701, top5_acc: 0.8560, loss_cls: 1.3700, loss: 1.3700, grad_norm: 4.6383 2020-07-21 03:18:47,352 - mmaction - INFO - Epoch [241][140/1253] lr: 2.882e-03, eta: 6:41:08, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6667, top5_acc: 0.8443, loss_cls: 1.3837, loss: 1.3837, grad_norm: 4.6882 2020-07-21 03:19:08,765 - mmaction - INFO - Epoch [241][160/1253] lr: 2.882e-03, eta: 6:40:43, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.6807, top5_acc: 0.8594, loss_cls: 1.3406, loss: 1.3406, grad_norm: 4.6198 2020-07-21 03:19:29,914 - mmaction - INFO - Epoch [241][180/1253] lr: 2.882e-03, eta: 6:40:19, time: 1.056, data_time: 0.001, memory: 9059, top1_acc: 0.6773, top5_acc: 0.8534, loss_cls: 1.3477, loss: 1.3477, grad_norm: 4.6775 2020-07-21 03:19:51,274 - mmaction - INFO - Epoch [241][200/1253] lr: 2.882e-03, eta: 6:39:54, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.6971, top5_acc: 0.8737, loss_cls: 1.2883, loss: 1.2883, grad_norm: 4.5969 2020-07-21 03:20:12,597 - mmaction - INFO - Epoch [241][220/1253] lr: 2.882e-03, eta: 6:39:30, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.6818, top5_acc: 0.8482, loss_cls: 1.3470, loss: 1.3470, grad_norm: 4.6173 2020-07-21 03:20:34,115 - mmaction - INFO - Epoch [241][240/1253] lr: 2.882e-03, eta: 6:39:05, time: 1.081, data_time: 0.007, memory: 9059, top1_acc: 0.6682, top5_acc: 0.8578, loss_cls: 1.3659, loss: 1.3659, grad_norm: 4.7205 2020-07-21 03:20:55,377 - mmaction - INFO - Epoch [241][260/1253] lr: 2.882e-03, eta: 6:38:41, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6831, top5_acc: 0.8531, loss_cls: 1.3500, loss: 1.3500, grad_norm: 4.6139 2020-07-21 03:21:16,816 - mmaction - INFO - Epoch [241][280/1253] lr: 2.882e-03, eta: 6:38:17, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.6612, top5_acc: 0.8396, loss_cls: 1.4225, loss: 1.4225, grad_norm: 4.7800 2020-07-21 03:21:38,063 - mmaction - INFO - Epoch [241][300/1253] lr: 2.882e-03, eta: 6:37:52, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.6706, top5_acc: 0.8495, loss_cls: 1.3899, loss: 1.3899, grad_norm: 4.7359 2020-07-21 03:21:59,451 - mmaction - INFO - Epoch [241][320/1253] lr: 2.882e-03, eta: 6:37:28, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.6789, top5_acc: 0.8521, loss_cls: 1.3852, loss: 1.3852, grad_norm: 4.6950 2020-07-21 03:22:20,708 - mmaction - INFO - Epoch [241][340/1253] lr: 2.882e-03, eta: 6:37:03, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.6612, top5_acc: 0.8471, loss_cls: 1.3961, loss: 1.3961, grad_norm: 4.8015 2020-07-21 03:22:41,913 - mmaction - INFO - Epoch [241][360/1253] lr: 2.882e-03, eta: 6:36:39, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.6703, top5_acc: 0.8456, loss_cls: 1.3835, loss: 1.3835, grad_norm: 4.6804 2020-07-21 03:23:03,372 - mmaction - INFO - Epoch [241][380/1253] lr: 2.882e-03, eta: 6:36:15, time: 1.072, data_time: 0.001, memory: 9059, top1_acc: 0.6703, top5_acc: 0.8589, loss_cls: 1.3528, loss: 1.3528, grad_norm: 4.6567 2020-07-21 03:23:24,802 - mmaction - INFO - Epoch [241][400/1253] lr: 2.882e-03, eta: 6:35:50, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.6612, top5_acc: 0.8401, loss_cls: 1.4210, loss: 1.4210, grad_norm: 4.6836 2020-07-21 03:23:46,273 - mmaction - INFO - Epoch [241][420/1253] lr: 2.882e-03, eta: 6:35:26, time: 1.073, data_time: 0.001, memory: 9059, top1_acc: 0.6784, top5_acc: 0.8583, loss_cls: 1.3443, loss: 1.3443, grad_norm: 4.6436 2020-07-21 03:24:07,533 - mmaction - INFO - Epoch [241][440/1253] lr: 2.882e-03, eta: 6:35:01, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6969, top5_acc: 0.8656, loss_cls: 1.2660, loss: 1.2660, grad_norm: 4.4576 2020-07-21 03:24:28,758 - mmaction - INFO - Epoch [241][460/1253] lr: 2.882e-03, eta: 6:34:37, time: 1.061, data_time: 0.001, memory: 9059, top1_acc: 0.6656, top5_acc: 0.8523, loss_cls: 1.3799, loss: 1.3799, grad_norm: 4.7903 2020-07-21 03:24:49,921 - mmaction - INFO - Epoch [241][480/1253] lr: 2.882e-03, eta: 6:34:12, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.6844, top5_acc: 0.8570, loss_cls: 1.3420, loss: 1.3420, grad_norm: 4.5581 2020-07-21 03:25:11,045 - mmaction - INFO - Epoch [241][500/1253] lr: 2.882e-03, eta: 6:33:48, time: 1.056, data_time: 0.001, memory: 9059, top1_acc: 0.6719, top5_acc: 0.8609, loss_cls: 1.3647, loss: 1.3647, grad_norm: 4.5898 2020-07-21 03:25:32,346 - mmaction - INFO - Epoch [241][520/1253] lr: 2.882e-03, eta: 6:33:24, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.6779, top5_acc: 0.8526, loss_cls: 1.3355, loss: 1.3355, grad_norm: 4.6019 2020-07-21 03:25:53,649 - mmaction - INFO - Epoch [241][540/1253] lr: 2.882e-03, eta: 6:32:59, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6646, top5_acc: 0.8456, loss_cls: 1.4219, loss: 1.4219, grad_norm: 4.7926 2020-07-21 03:26:14,890 - mmaction - INFO - Epoch [241][560/1253] lr: 2.882e-03, eta: 6:32:35, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.6737, top5_acc: 0.8544, loss_cls: 1.3605, loss: 1.3605, grad_norm: 4.6747 2020-07-21 03:26:36,135 - mmaction - INFO - Epoch [241][580/1253] lr: 2.882e-03, eta: 6:32:10, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.6836, top5_acc: 0.8641, loss_cls: 1.3348, loss: 1.3348, grad_norm: 4.6263 2020-07-21 03:26:57,473 - mmaction - INFO - Epoch [241][600/1253] lr: 2.882e-03, eta: 6:31:46, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.6846, top5_acc: 0.8583, loss_cls: 1.3640, loss: 1.3640, grad_norm: 4.6090 2020-07-21 03:27:18,728 - mmaction - INFO - Epoch [241][620/1253] lr: 2.882e-03, eta: 6:31:21, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.6792, top5_acc: 0.8555, loss_cls: 1.3728, loss: 1.3728, grad_norm: 4.7464 2020-07-21 03:27:40,030 - mmaction - INFO - Epoch [241][640/1253] lr: 2.882e-03, eta: 6:30:57, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6805, top5_acc: 0.8563, loss_cls: 1.3299, loss: 1.3299, grad_norm: 4.7097 2020-07-21 03:28:01,123 - mmaction - INFO - Epoch [241][660/1253] lr: 2.882e-03, eta: 6:30:33, time: 1.055, data_time: 0.002, memory: 9059, top1_acc: 0.6768, top5_acc: 0.8615, loss_cls: 1.3657, loss: 1.3657, grad_norm: 4.7616 2020-07-21 03:28:22,319 - mmaction - INFO - Epoch [241][680/1253] lr: 2.882e-03, eta: 6:30:08, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.6766, top5_acc: 0.8570, loss_cls: 1.3762, loss: 1.3762, grad_norm: 4.7252 2020-07-21 03:28:43,475 - mmaction - INFO - Epoch [241][700/1253] lr: 2.882e-03, eta: 6:29:44, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.6701, top5_acc: 0.8542, loss_cls: 1.3652, loss: 1.3652, grad_norm: 4.7013 2020-07-21 03:29:04,659 - mmaction - INFO - Epoch [241][720/1253] lr: 2.882e-03, eta: 6:29:19, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.6828, top5_acc: 0.8591, loss_cls: 1.3378, loss: 1.3378, grad_norm: 4.7190 2020-07-21 03:29:26,058 - mmaction - INFO - Epoch [241][740/1253] lr: 2.882e-03, eta: 6:28:55, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.6818, top5_acc: 0.8589, loss_cls: 1.3055, loss: 1.3055, grad_norm: 4.5489 2020-07-21 03:29:47,423 - mmaction - INFO - Epoch [241][760/1253] lr: 2.882e-03, eta: 6:28:31, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6622, top5_acc: 0.8531, loss_cls: 1.3842, loss: 1.3842, grad_norm: 4.7896 2020-07-21 03:30:08,665 - mmaction - INFO - Epoch [241][780/1253] lr: 2.882e-03, eta: 6:28:06, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6810, top5_acc: 0.8497, loss_cls: 1.3572, loss: 1.3572, grad_norm: 4.6626 2020-07-21 03:30:31,031 - mmaction - INFO - Epoch [241][800/1253] lr: 2.882e-03, eta: 6:27:42, time: 1.118, data_time: 0.002, memory: 9059, top1_acc: 0.6768, top5_acc: 0.8552, loss_cls: 1.3447, loss: 1.3447, grad_norm: 4.7908 2020-07-21 03:30:52,339 - mmaction - INFO - Epoch [241][820/1253] lr: 2.882e-03, eta: 6:27:17, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6729, top5_acc: 0.8560, loss_cls: 1.3606, loss: 1.3606, grad_norm: 4.7909 2020-07-21 03:31:13,849 - mmaction - INFO - Epoch [241][840/1253] lr: 2.882e-03, eta: 6:26:53, time: 1.076, data_time: 0.003, memory: 9059, top1_acc: 0.6779, top5_acc: 0.8490, loss_cls: 1.3648, loss: 1.3648, grad_norm: 4.7204 2020-07-21 03:31:35,010 - mmaction - INFO - Epoch [241][860/1253] lr: 2.882e-03, eta: 6:26:29, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.6745, top5_acc: 0.8526, loss_cls: 1.3558, loss: 1.3558, grad_norm: 4.6589 2020-07-21 03:31:57,074 - mmaction - INFO - Epoch [241][880/1253] lr: 2.882e-03, eta: 6:26:04, time: 1.104, data_time: 0.002, memory: 9059, top1_acc: 0.6688, top5_acc: 0.8448, loss_cls: 1.3940, loss: 1.3940, grad_norm: 4.8144 2020-07-21 03:32:18,373 - mmaction - INFO - Epoch [241][900/1253] lr: 2.882e-03, eta: 6:25:40, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.6766, top5_acc: 0.8549, loss_cls: 1.3414, loss: 1.3414, grad_norm: 4.6693 2020-07-21 03:32:39,676 - mmaction - INFO - Epoch [241][920/1253] lr: 2.882e-03, eta: 6:25:15, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6766, top5_acc: 0.8542, loss_cls: 1.3530, loss: 1.3530, grad_norm: 4.7062 2020-07-21 03:33:01,359 - mmaction - INFO - Epoch [241][940/1253] lr: 2.882e-03, eta: 6:24:51, time: 1.084, data_time: 0.001, memory: 9059, top1_acc: 0.6883, top5_acc: 0.8578, loss_cls: 1.3365, loss: 1.3365, grad_norm: 4.6353 2020-07-21 03:33:22,683 - mmaction - INFO - Epoch [241][960/1253] lr: 2.882e-03, eta: 6:24:27, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6818, top5_acc: 0.8557, loss_cls: 1.3384, loss: 1.3384, grad_norm: 4.6498 2020-07-21 03:33:44,334 - mmaction - INFO - Epoch [241][980/1253] lr: 2.882e-03, eta: 6:24:02, time: 1.083, data_time: 0.002, memory: 9059, top1_acc: 0.6810, top5_acc: 0.8617, loss_cls: 1.3073, loss: 1.3073, grad_norm: 4.5979 2020-07-21 03:34:05,680 - mmaction - INFO - Epoch [241][1000/1253] lr: 2.882e-03, eta: 6:23:38, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.6674, top5_acc: 0.8583, loss_cls: 1.3787, loss: 1.3787, grad_norm: 4.8079 2020-07-21 03:34:26,962 - mmaction - INFO - Epoch [241][1020/1253] lr: 2.882e-03, eta: 6:23:13, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.6690, top5_acc: 0.8526, loss_cls: 1.3784, loss: 1.3784, grad_norm: 4.7147 2020-07-21 03:34:48,258 - mmaction - INFO - Epoch [241][1040/1253] lr: 2.882e-03, eta: 6:22:49, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6729, top5_acc: 0.8539, loss_cls: 1.3797, loss: 1.3797, grad_norm: 4.6873 2020-07-21 03:35:09,930 - mmaction - INFO - Epoch [241][1060/1253] lr: 2.882e-03, eta: 6:22:25, time: 1.083, data_time: 0.002, memory: 9059, top1_acc: 0.6878, top5_acc: 0.8596, loss_cls: 1.3205, loss: 1.3205, grad_norm: 4.6855 2020-07-21 03:35:31,199 - mmaction - INFO - Epoch [241][1080/1253] lr: 2.882e-03, eta: 6:22:00, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6797, top5_acc: 0.8591, loss_cls: 1.3489, loss: 1.3489, grad_norm: 4.7206 2020-07-21 03:35:52,627 - mmaction - INFO - Epoch [241][1100/1253] lr: 2.882e-03, eta: 6:21:36, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.6786, top5_acc: 0.8492, loss_cls: 1.3797, loss: 1.3797, grad_norm: 4.6276 2020-07-21 03:36:13,883 - mmaction - INFO - Epoch [241][1120/1253] lr: 2.882e-03, eta: 6:21:12, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.6885, top5_acc: 0.8638, loss_cls: 1.3200, loss: 1.3200, grad_norm: 4.6010 2020-07-21 03:36:35,056 - mmaction - INFO - Epoch [241][1140/1253] lr: 2.882e-03, eta: 6:20:47, time: 1.058, data_time: 0.003, memory: 9059, top1_acc: 0.6638, top5_acc: 0.8435, loss_cls: 1.4118, loss: 1.4118, grad_norm: 4.7892 2020-07-21 03:36:56,388 - mmaction - INFO - Epoch [241][1160/1253] lr: 2.882e-03, eta: 6:20:23, time: 1.067, data_time: 0.004, memory: 9059, top1_acc: 0.6693, top5_acc: 0.8458, loss_cls: 1.3888, loss: 1.3888, grad_norm: 4.7351 2020-07-21 03:37:17,735 - mmaction - INFO - Epoch [241][1180/1253] lr: 2.882e-03, eta: 6:19:58, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.6716, top5_acc: 0.8432, loss_cls: 1.4067, loss: 1.4067, grad_norm: 4.7281 2020-07-21 03:37:39,215 - mmaction - INFO - Epoch [241][1200/1253] lr: 2.882e-03, eta: 6:19:34, time: 1.076, data_time: 0.006, memory: 9059, top1_acc: 0.6688, top5_acc: 0.8573, loss_cls: 1.3419, loss: 1.3419, grad_norm: 4.7433 2020-07-21 03:38:00,504 - mmaction - INFO - Epoch [241][1220/1253] lr: 2.882e-03, eta: 6:19:10, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6771, top5_acc: 0.8557, loss_cls: 1.3282, loss: 1.3282, grad_norm: 4.7163 2020-07-21 03:38:21,993 - mmaction - INFO - Epoch [241][1240/1253] lr: 2.882e-03, eta: 6:18:45, time: 1.074, data_time: 0.003, memory: 9059, top1_acc: 0.6708, top5_acc: 0.8497, loss_cls: 1.3848, loss: 1.3848, grad_norm: 4.7350 2020-07-21 03:41:53,881 - mmaction - INFO - Epoch [242][20/1253] lr: 2.534e-03, eta: 6:18:17, time: 9.494, data_time: 8.314, memory: 9059, top1_acc: 0.6805, top5_acc: 0.8557, loss_cls: 1.3179, loss: 1.3179, grad_norm: 4.6377 2020-07-21 03:42:15,289 - mmaction - INFO - Epoch [242][40/1253] lr: 2.534e-03, eta: 6:17:53, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.6823, top5_acc: 0.8539, loss_cls: 1.3575, loss: 1.3575, grad_norm: 4.6917 2020-07-21 03:42:36,559 - mmaction - INFO - Epoch [242][60/1253] lr: 2.534e-03, eta: 6:17:29, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6682, top5_acc: 0.8477, loss_cls: 1.3828, loss: 1.3828, grad_norm: 4.6834 2020-07-21 03:42:57,807 - mmaction - INFO - Epoch [242][80/1253] lr: 2.534e-03, eta: 6:17:04, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6844, top5_acc: 0.8534, loss_cls: 1.3297, loss: 1.3297, grad_norm: 4.7245 2020-07-21 03:43:19,205 - mmaction - INFO - Epoch [242][100/1253] lr: 2.534e-03, eta: 6:16:40, time: 1.071, data_time: 0.003, memory: 9059, top1_acc: 0.6844, top5_acc: 0.8547, loss_cls: 1.3526, loss: 1.3526, grad_norm: 4.8879 2020-07-21 03:43:40,573 - mmaction - INFO - Epoch [242][120/1253] lr: 2.534e-03, eta: 6:16:15, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.6633, top5_acc: 0.8409, loss_cls: 1.4165, loss: 1.4165, grad_norm: 4.9155 2020-07-21 03:44:01,761 - mmaction - INFO - Epoch [242][140/1253] lr: 2.534e-03, eta: 6:15:51, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.6953, top5_acc: 0.8695, loss_cls: 1.2880, loss: 1.2880, grad_norm: 4.6321 2020-07-21 03:44:23,739 - mmaction - INFO - Epoch [242][160/1253] lr: 2.534e-03, eta: 6:15:27, time: 1.098, data_time: 0.002, memory: 9059, top1_acc: 0.6622, top5_acc: 0.8484, loss_cls: 1.3863, loss: 1.3863, grad_norm: 4.8850 2020-07-21 03:44:45,012 - mmaction - INFO - Epoch [242][180/1253] lr: 2.534e-03, eta: 6:15:02, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6677, top5_acc: 0.8505, loss_cls: 1.3789, loss: 1.3789, grad_norm: 4.8046 2020-07-21 03:45:06,359 - mmaction - INFO - Epoch [242][200/1253] lr: 2.534e-03, eta: 6:14:38, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.6758, top5_acc: 0.8589, loss_cls: 1.3413, loss: 1.3413, grad_norm: 4.7400 2020-07-21 03:45:27,671 - mmaction - INFO - Epoch [242][220/1253] lr: 2.534e-03, eta: 6:14:13, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6859, top5_acc: 0.8523, loss_cls: 1.3539, loss: 1.3539, grad_norm: 4.6584 2020-07-21 03:45:49,093 - mmaction - INFO - Epoch [242][240/1253] lr: 2.534e-03, eta: 6:13:49, time: 1.071, data_time: 0.003, memory: 9059, top1_acc: 0.6927, top5_acc: 0.8661, loss_cls: 1.3006, loss: 1.3006, grad_norm: 4.5913 2020-07-21 03:46:10,485 - mmaction - INFO - Epoch [242][260/1253] lr: 2.534e-03, eta: 6:13:25, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.6742, top5_acc: 0.8477, loss_cls: 1.3789, loss: 1.3789, grad_norm: 4.7314 2020-07-21 03:46:31,725 - mmaction - INFO - Epoch [242][280/1253] lr: 2.534e-03, eta: 6:13:00, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.6826, top5_acc: 0.8557, loss_cls: 1.3434, loss: 1.3434, grad_norm: 4.7058 2020-07-21 03:46:53,060 - mmaction - INFO - Epoch [242][300/1253] lr: 2.534e-03, eta: 6:12:36, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6799, top5_acc: 0.8534, loss_cls: 1.3369, loss: 1.3369, grad_norm: 4.7125 2020-07-21 03:47:14,333 - mmaction - INFO - Epoch [242][320/1253] lr: 2.534e-03, eta: 6:12:11, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6745, top5_acc: 0.8492, loss_cls: 1.3778, loss: 1.3778, grad_norm: 4.7815 2020-07-21 03:47:35,658 - mmaction - INFO - Epoch [242][340/1253] lr: 2.534e-03, eta: 6:11:47, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6932, top5_acc: 0.8628, loss_cls: 1.3049, loss: 1.3049, grad_norm: 4.7014 2020-07-21 03:47:56,941 - mmaction - INFO - Epoch [242][360/1253] lr: 2.534e-03, eta: 6:11:23, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6789, top5_acc: 0.8589, loss_cls: 1.3400, loss: 1.3400, grad_norm: 4.6848 2020-07-21 03:48:18,570 - mmaction - INFO - Epoch [242][380/1253] lr: 2.534e-03, eta: 6:10:58, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.6682, top5_acc: 0.8497, loss_cls: 1.3784, loss: 1.3784, grad_norm: 4.6911 2020-07-21 03:48:39,986 - mmaction - INFO - Epoch [242][400/1253] lr: 2.534e-03, eta: 6:10:34, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.6781, top5_acc: 0.8456, loss_cls: 1.3673, loss: 1.3673, grad_norm: 4.7266 2020-07-21 03:49:01,400 - mmaction - INFO - Epoch [242][420/1253] lr: 2.534e-03, eta: 6:10:09, time: 1.070, data_time: 0.001, memory: 9059, top1_acc: 0.6711, top5_acc: 0.8534, loss_cls: 1.3623, loss: 1.3623, grad_norm: 4.8369 2020-07-21 03:49:22,722 - mmaction - INFO - Epoch [242][440/1253] lr: 2.534e-03, eta: 6:09:45, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6870, top5_acc: 0.8617, loss_cls: 1.3015, loss: 1.3015, grad_norm: 4.6975 2020-07-21 03:49:44,343 - mmaction - INFO - Epoch [242][460/1253] lr: 2.534e-03, eta: 6:09:21, time: 1.082, data_time: 0.003, memory: 9059, top1_acc: 0.6865, top5_acc: 0.8573, loss_cls: 1.3383, loss: 1.3383, grad_norm: 4.6984 2020-07-21 03:50:05,744 - mmaction - INFO - Epoch [242][480/1253] lr: 2.534e-03, eta: 6:08:56, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.6885, top5_acc: 0.8620, loss_cls: 1.2990, loss: 1.2990, grad_norm: 4.7261 2020-07-21 03:50:27,189 - mmaction - INFO - Epoch [242][500/1253] lr: 2.534e-03, eta: 6:08:32, time: 1.073, data_time: 0.003, memory: 9059, top1_acc: 0.6753, top5_acc: 0.8388, loss_cls: 1.3810, loss: 1.3810, grad_norm: 4.8139 2020-07-21 03:50:48,914 - mmaction - INFO - Epoch [242][520/1253] lr: 2.534e-03, eta: 6:08:07, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.6792, top5_acc: 0.8589, loss_cls: 1.3366, loss: 1.3366, grad_norm: 4.7347 2020-07-21 03:51:10,263 - mmaction - INFO - Epoch [242][540/1253] lr: 2.534e-03, eta: 6:07:43, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6742, top5_acc: 0.8477, loss_cls: 1.3592, loss: 1.3592, grad_norm: 4.7858 2020-07-21 03:51:31,604 - mmaction - INFO - Epoch [242][560/1253] lr: 2.534e-03, eta: 6:07:19, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6807, top5_acc: 0.8539, loss_cls: 1.3328, loss: 1.3328, grad_norm: 4.7564 2020-07-21 03:51:53,235 - mmaction - INFO - Epoch [242][580/1253] lr: 2.534e-03, eta: 6:06:54, time: 1.080, data_time: 0.001, memory: 9059, top1_acc: 0.6872, top5_acc: 0.8589, loss_cls: 1.3312, loss: 1.3312, grad_norm: 4.7158 2020-07-21 03:52:14,574 - mmaction - INFO - Epoch [242][600/1253] lr: 2.534e-03, eta: 6:06:30, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6708, top5_acc: 0.8464, loss_cls: 1.3729, loss: 1.3729, grad_norm: 4.6999 2020-07-21 03:52:36,053 - mmaction - INFO - Epoch [242][620/1253] lr: 2.534e-03, eta: 6:06:06, time: 1.076, data_time: 0.003, memory: 9059, top1_acc: 0.6815, top5_acc: 0.8536, loss_cls: 1.3436, loss: 1.3436, grad_norm: 4.8259 2020-07-21 03:52:57,827 - mmaction - INFO - Epoch [242][640/1253] lr: 2.534e-03, eta: 6:05:41, time: 1.089, data_time: 0.001, memory: 9059, top1_acc: 0.6688, top5_acc: 0.8523, loss_cls: 1.3756, loss: 1.3756, grad_norm: 4.8615 2020-07-21 03:53:19,201 - mmaction - INFO - Epoch [242][660/1253] lr: 2.534e-03, eta: 6:05:17, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.6690, top5_acc: 0.8526, loss_cls: 1.3784, loss: 1.3784, grad_norm: 4.8118 2020-07-21 03:53:40,543 - mmaction - INFO - Epoch [242][680/1253] lr: 2.534e-03, eta: 6:04:52, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6794, top5_acc: 0.8596, loss_cls: 1.3539, loss: 1.3539, grad_norm: 4.7642 2020-07-21 03:54:01,966 - mmaction - INFO - Epoch [242][700/1253] lr: 2.534e-03, eta: 6:04:28, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.6719, top5_acc: 0.8477, loss_cls: 1.3615, loss: 1.3615, grad_norm: 4.7835 2020-07-21 03:54:23,391 - mmaction - INFO - Epoch [242][720/1253] lr: 2.534e-03, eta: 6:04:04, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.6773, top5_acc: 0.8625, loss_cls: 1.3256, loss: 1.3256, grad_norm: 4.7154 2020-07-21 03:54:44,737 - mmaction - INFO - Epoch [242][740/1253] lr: 2.534e-03, eta: 6:03:39, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6969, top5_acc: 0.8612, loss_cls: 1.3105, loss: 1.3105, grad_norm: 4.6111 2020-07-21 03:55:06,011 - mmaction - INFO - Epoch [242][760/1253] lr: 2.534e-03, eta: 6:03:15, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6766, top5_acc: 0.8516, loss_cls: 1.3610, loss: 1.3610, grad_norm: 4.7785 2020-07-21 03:55:27,200 - mmaction - INFO - Epoch [242][780/1253] lr: 2.534e-03, eta: 6:02:50, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.6846, top5_acc: 0.8638, loss_cls: 1.3054, loss: 1.3054, grad_norm: 4.6107 2020-07-21 03:55:48,584 - mmaction - INFO - Epoch [242][800/1253] lr: 2.534e-03, eta: 6:02:26, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.6956, top5_acc: 0.8617, loss_cls: 1.2877, loss: 1.2877, grad_norm: 4.6498 2020-07-21 03:56:09,740 - mmaction - INFO - Epoch [242][820/1253] lr: 2.534e-03, eta: 6:02:02, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.6701, top5_acc: 0.8539, loss_cls: 1.4087, loss: 1.4087, grad_norm: 4.7652 2020-07-21 03:56:31,069 - mmaction - INFO - Epoch [242][840/1253] lr: 2.534e-03, eta: 6:01:37, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.6771, top5_acc: 0.8615, loss_cls: 1.3231, loss: 1.3231, grad_norm: 4.6282 2020-07-21 03:56:52,456 - mmaction - INFO - Epoch [242][860/1253] lr: 2.534e-03, eta: 6:01:13, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6789, top5_acc: 0.8578, loss_cls: 1.3149, loss: 1.3149, grad_norm: 4.7411 2020-07-21 03:57:13,752 - mmaction - INFO - Epoch [242][880/1253] lr: 2.534e-03, eta: 6:00:48, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.6852, top5_acc: 0.8641, loss_cls: 1.3112, loss: 1.3112, grad_norm: 4.7198 2020-07-21 03:57:35,036 - mmaction - INFO - Epoch [242][900/1253] lr: 2.534e-03, eta: 6:00:24, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6792, top5_acc: 0.8513, loss_cls: 1.3517, loss: 1.3517, grad_norm: 4.7856 2020-07-21 03:57:56,247 - mmaction - INFO - Epoch [242][920/1253] lr: 2.534e-03, eta: 6:00:00, time: 1.061, data_time: 0.003, memory: 9059, top1_acc: 0.6734, top5_acc: 0.8521, loss_cls: 1.4026, loss: 1.4026, grad_norm: 4.9381 2020-07-21 03:58:17,670 - mmaction - INFO - Epoch [242][940/1253] lr: 2.534e-03, eta: 5:59:35, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.6776, top5_acc: 0.8581, loss_cls: 1.3297, loss: 1.3297, grad_norm: 4.6930 2020-07-21 03:58:39,113 - mmaction - INFO - Epoch [242][960/1253] lr: 2.534e-03, eta: 5:59:11, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.6768, top5_acc: 0.8539, loss_cls: 1.3530, loss: 1.3530, grad_norm: 4.7242 2020-07-21 03:59:00,426 - mmaction - INFO - Epoch [242][980/1253] lr: 2.534e-03, eta: 5:58:47, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6729, top5_acc: 0.8508, loss_cls: 1.3849, loss: 1.3849, grad_norm: 4.7481 2020-07-21 03:59:21,702 - mmaction - INFO - Epoch [242][1000/1253] lr: 2.534e-03, eta: 5:58:22, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6820, top5_acc: 0.8479, loss_cls: 1.3607, loss: 1.3607, grad_norm: 4.7090 2020-07-21 03:59:43,283 - mmaction - INFO - Epoch [242][1020/1253] lr: 2.534e-03, eta: 5:57:58, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.6776, top5_acc: 0.8529, loss_cls: 1.3443, loss: 1.3443, grad_norm: 4.7297 2020-07-21 04:00:14,380 - mmaction - INFO - Epoch [242][1040/1253] lr: 2.534e-03, eta: 5:57:34, time: 1.547, data_time: 0.002, memory: 9059, top1_acc: 0.6732, top5_acc: 0.8604, loss_cls: 1.3514, loss: 1.3514, grad_norm: 4.6506 2020-07-21 04:00:35,693 - mmaction - INFO - Epoch [242][1060/1253] lr: 2.534e-03, eta: 5:57:10, time: 1.074, data_time: 0.014, memory: 9059, top1_acc: 0.6740, top5_acc: 0.8445, loss_cls: 1.3721, loss: 1.3721, grad_norm: 4.7422 2020-07-21 04:00:57,234 - mmaction - INFO - Epoch [242][1080/1253] lr: 2.534e-03, eta: 5:56:45, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.6737, top5_acc: 0.8495, loss_cls: 1.3831, loss: 1.3831, grad_norm: 4.8102 2020-07-21 04:01:18,715 - mmaction - INFO - Epoch [242][1100/1253] lr: 2.534e-03, eta: 5:56:21, time: 1.075, data_time: 0.003, memory: 9059, top1_acc: 0.6708, top5_acc: 0.8492, loss_cls: 1.3702, loss: 1.3702, grad_norm: 4.7192 2020-07-21 04:01:40,053 - mmaction - INFO - Epoch [242][1120/1253] lr: 2.534e-03, eta: 5:55:57, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6779, top5_acc: 0.8544, loss_cls: 1.3574, loss: 1.3574, grad_norm: 4.7546 2020-07-21 04:02:01,360 - mmaction - INFO - Epoch [242][1140/1253] lr: 2.534e-03, eta: 5:55:32, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6742, top5_acc: 0.8549, loss_cls: 1.3730, loss: 1.3730, grad_norm: 4.8489 2020-07-21 04:02:22,960 - mmaction - INFO - Epoch [242][1160/1253] lr: 2.534e-03, eta: 5:55:08, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.6685, top5_acc: 0.8552, loss_cls: 1.3806, loss: 1.3806, grad_norm: 4.7187 2020-07-21 04:02:44,286 - mmaction - INFO - Epoch [242][1180/1253] lr: 2.534e-03, eta: 5:54:44, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.6719, top5_acc: 0.8484, loss_cls: 1.3936, loss: 1.3936, grad_norm: 4.8045 2020-07-21 04:03:06,025 - mmaction - INFO - Epoch [242][1200/1253] lr: 2.534e-03, eta: 5:54:19, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.6771, top5_acc: 0.8487, loss_cls: 1.3559, loss: 1.3559, grad_norm: 4.7403 2020-07-21 04:03:27,231 - mmaction - INFO - Epoch [242][1220/1253] lr: 2.534e-03, eta: 5:53:55, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.6773, top5_acc: 0.8555, loss_cls: 1.3355, loss: 1.3355, grad_norm: 4.8056 2020-07-21 04:03:48,441 - mmaction - INFO - Epoch [242][1240/1253] lr: 2.534e-03, eta: 5:53:30, time: 1.061, data_time: 0.003, memory: 9059, top1_acc: 0.6878, top5_acc: 0.8578, loss_cls: 1.3167, loss: 1.3167, grad_norm: 4.7237 2020-07-21 04:07:27,493 - mmaction - INFO - Epoch [243][20/1253] lr: 2.208e-03, eta: 5:53:02, time: 9.828, data_time: 8.655, memory: 9059, top1_acc: 0.6742, top5_acc: 0.8531, loss_cls: 1.3492, loss: 1.3492, grad_norm: 4.6896 2020-07-21 04:07:49,322 - mmaction - INFO - Epoch [243][40/1253] lr: 2.208e-03, eta: 5:52:38, time: 1.093, data_time: 0.003, memory: 9059, top1_acc: 0.6789, top5_acc: 0.8583, loss_cls: 1.3186, loss: 1.3186, grad_norm: 4.7991 2020-07-21 04:08:10,645 - mmaction - INFO - Epoch [243][60/1253] lr: 2.208e-03, eta: 5:52:14, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.6815, top5_acc: 0.8591, loss_cls: 1.3090, loss: 1.3090, grad_norm: 4.7231 2020-07-21 04:08:31,842 - mmaction - INFO - Epoch [243][80/1253] lr: 2.208e-03, eta: 5:51:49, time: 1.059, data_time: 0.001, memory: 9059, top1_acc: 0.6781, top5_acc: 0.8560, loss_cls: 1.3700, loss: 1.3700, grad_norm: 4.8191 2020-07-21 04:08:53,048 - mmaction - INFO - Epoch [243][100/1253] lr: 2.208e-03, eta: 5:51:25, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.6872, top5_acc: 0.8583, loss_cls: 1.3061, loss: 1.3061, grad_norm: 4.6928 2020-07-21 04:09:14,216 - mmaction - INFO - Epoch [243][120/1253] lr: 2.208e-03, eta: 5:51:00, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.6844, top5_acc: 0.8563, loss_cls: 1.3179, loss: 1.3179, grad_norm: 4.6798 2020-07-21 04:09:36,479 - mmaction - INFO - Epoch [243][140/1253] lr: 2.208e-03, eta: 5:50:36, time: 1.110, data_time: 0.001, memory: 9059, top1_acc: 0.6716, top5_acc: 0.8477, loss_cls: 1.3917, loss: 1.3917, grad_norm: 4.7730 2020-07-21 04:09:57,856 - mmaction - INFO - Epoch [243][160/1253] lr: 2.208e-03, eta: 5:50:12, time: 1.070, data_time: 0.005, memory: 9059, top1_acc: 0.6724, top5_acc: 0.8547, loss_cls: 1.3700, loss: 1.3700, grad_norm: 4.8007 2020-07-21 04:10:19,142 - mmaction - INFO - Epoch [243][180/1253] lr: 2.208e-03, eta: 5:49:47, time: 1.066, data_time: 0.004, memory: 9059, top1_acc: 0.6779, top5_acc: 0.8576, loss_cls: 1.3579, loss: 1.3579, grad_norm: 4.6858 2020-07-21 04:10:40,333 - mmaction - INFO - Epoch [243][200/1253] lr: 2.208e-03, eta: 5:49:23, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.6846, top5_acc: 0.8680, loss_cls: 1.2750, loss: 1.2750, grad_norm: 4.7405 2020-07-21 04:11:01,623 - mmaction - INFO - Epoch [243][220/1253] lr: 2.208e-03, eta: 5:48:58, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6833, top5_acc: 0.8539, loss_cls: 1.3323, loss: 1.3323, grad_norm: 4.8198 2020-07-21 04:11:23,209 - mmaction - INFO - Epoch [243][240/1253] lr: 2.208e-03, eta: 5:48:34, time: 1.078, data_time: 0.001, memory: 9059, top1_acc: 0.6841, top5_acc: 0.8565, loss_cls: 1.3027, loss: 1.3027, grad_norm: 4.7240 2020-07-21 04:11:44,499 - mmaction - INFO - Epoch [243][260/1253] lr: 2.208e-03, eta: 5:48:10, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6898, top5_acc: 0.8596, loss_cls: 1.2983, loss: 1.2983, grad_norm: 4.6421 2020-07-21 04:12:05,708 - mmaction - INFO - Epoch [243][280/1253] lr: 2.208e-03, eta: 5:47:45, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.6896, top5_acc: 0.8596, loss_cls: 1.3029, loss: 1.3029, grad_norm: 4.7482 2020-07-21 04:12:27,201 - mmaction - INFO - Epoch [243][300/1253] lr: 2.208e-03, eta: 5:47:21, time: 1.074, data_time: 0.001, memory: 9059, top1_acc: 0.6802, top5_acc: 0.8557, loss_cls: 1.3460, loss: 1.3460, grad_norm: 4.7282 2020-07-21 04:12:48,479 - mmaction - INFO - Epoch [243][320/1253] lr: 2.208e-03, eta: 5:46:57, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6951, top5_acc: 0.8620, loss_cls: 1.2936, loss: 1.2936, grad_norm: 4.7030 2020-07-21 04:13:09,868 - mmaction - INFO - Epoch [243][340/1253] lr: 2.208e-03, eta: 5:46:32, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.6919, top5_acc: 0.8568, loss_cls: 1.3075, loss: 1.3075, grad_norm: 4.6750 2020-07-21 04:13:31,111 - mmaction - INFO - Epoch [243][360/1253] lr: 2.208e-03, eta: 5:46:08, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.6805, top5_acc: 0.8544, loss_cls: 1.3578, loss: 1.3578, grad_norm: 4.8254 2020-07-21 04:13:52,408 - mmaction - INFO - Epoch [243][380/1253] lr: 2.208e-03, eta: 5:45:43, time: 1.068, data_time: 0.004, memory: 9059, top1_acc: 0.6815, top5_acc: 0.8570, loss_cls: 1.3296, loss: 1.3296, grad_norm: 4.8778 2020-07-21 04:14:13,779 - mmaction - INFO - Epoch [243][400/1253] lr: 2.208e-03, eta: 5:45:19, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.6893, top5_acc: 0.8573, loss_cls: 1.3265, loss: 1.3265, grad_norm: 4.7258 2020-07-21 04:14:35,090 - mmaction - INFO - Epoch [243][420/1253] lr: 2.208e-03, eta: 5:44:55, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6891, top5_acc: 0.8482, loss_cls: 1.3423, loss: 1.3423, grad_norm: 4.7498 2020-07-21 04:14:56,453 - mmaction - INFO - Epoch [243][440/1253] lr: 2.208e-03, eta: 5:44:30, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.6820, top5_acc: 0.8547, loss_cls: 1.3365, loss: 1.3365, grad_norm: 4.7296 2020-07-21 04:15:17,675 - mmaction - INFO - Epoch [243][460/1253] lr: 2.208e-03, eta: 5:44:06, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.6818, top5_acc: 0.8557, loss_cls: 1.3588, loss: 1.3588, grad_norm: 4.8263 2020-07-21 04:15:39,292 - mmaction - INFO - Epoch [243][480/1253] lr: 2.208e-03, eta: 5:43:42, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.6789, top5_acc: 0.8612, loss_cls: 1.3262, loss: 1.3262, grad_norm: 4.7756 2020-07-21 04:16:00,548 - mmaction - INFO - Epoch [243][500/1253] lr: 2.208e-03, eta: 5:43:17, time: 1.065, data_time: 0.004, memory: 9059, top1_acc: 0.6883, top5_acc: 0.8628, loss_cls: 1.3196, loss: 1.3196, grad_norm: 4.8197 2020-07-21 04:16:21,913 - mmaction - INFO - Epoch [243][520/1253] lr: 2.208e-03, eta: 5:42:53, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.6818, top5_acc: 0.8536, loss_cls: 1.3437, loss: 1.3437, grad_norm: 4.8910 2020-07-21 04:16:43,290 - mmaction - INFO - Epoch [243][540/1253] lr: 2.208e-03, eta: 5:42:28, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.6930, top5_acc: 0.8661, loss_cls: 1.2907, loss: 1.2907, grad_norm: 4.7705 2020-07-21 04:17:04,531 - mmaction - INFO - Epoch [243][560/1253] lr: 2.208e-03, eta: 5:42:04, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.6799, top5_acc: 0.8487, loss_cls: 1.3897, loss: 1.3897, grad_norm: 4.8919 2020-07-21 04:17:26,145 - mmaction - INFO - Epoch [243][580/1253] lr: 2.208e-03, eta: 5:41:40, time: 1.082, data_time: 0.002, memory: 9059, top1_acc: 0.6854, top5_acc: 0.8526, loss_cls: 1.3494, loss: 1.3494, grad_norm: 4.7475 2020-07-21 04:17:47,686 - mmaction - INFO - Epoch [243][600/1253] lr: 2.208e-03, eta: 5:41:15, time: 1.076, data_time: 0.001, memory: 9059, top1_acc: 0.6836, top5_acc: 0.8635, loss_cls: 1.2967, loss: 1.2967, grad_norm: 4.8547 2020-07-21 04:18:09,141 - mmaction - INFO - Epoch [243][620/1253] lr: 2.208e-03, eta: 5:40:51, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.6810, top5_acc: 0.8591, loss_cls: 1.3152, loss: 1.3152, grad_norm: 4.8057 2020-07-21 04:18:30,729 - mmaction - INFO - Epoch [243][640/1253] lr: 2.208e-03, eta: 5:40:27, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.6815, top5_acc: 0.8560, loss_cls: 1.3550, loss: 1.3550, grad_norm: 4.8288 2020-07-21 04:18:52,190 - mmaction - INFO - Epoch [243][660/1253] lr: 2.208e-03, eta: 5:40:02, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.6732, top5_acc: 0.8594, loss_cls: 1.3092, loss: 1.3092, grad_norm: 4.7830 2020-07-21 04:19:13,505 - mmaction - INFO - Epoch [243][680/1253] lr: 2.208e-03, eta: 5:39:38, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6888, top5_acc: 0.8521, loss_cls: 1.3274, loss: 1.3274, grad_norm: 4.7343 2020-07-21 04:19:35,285 - mmaction - INFO - Epoch [243][700/1253] lr: 2.208e-03, eta: 5:39:13, time: 1.089, data_time: 0.002, memory: 9059, top1_acc: 0.6841, top5_acc: 0.8591, loss_cls: 1.3383, loss: 1.3383, grad_norm: 4.9039 2020-07-21 04:19:56,550 - mmaction - INFO - Epoch [243][720/1253] lr: 2.208e-03, eta: 5:38:49, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6823, top5_acc: 0.8578, loss_cls: 1.3499, loss: 1.3499, grad_norm: 4.7986 2020-07-21 04:20:18,135 - mmaction - INFO - Epoch [243][740/1253] lr: 2.208e-03, eta: 5:38:25, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.6909, top5_acc: 0.8578, loss_cls: 1.2966, loss: 1.2966, grad_norm: 4.6960 2020-07-21 04:20:39,396 - mmaction - INFO - Epoch [243][760/1253] lr: 2.208e-03, eta: 5:38:00, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.6875, top5_acc: 0.8534, loss_cls: 1.3402, loss: 1.3402, grad_norm: 4.8118 2020-07-21 04:21:01,170 - mmaction - INFO - Epoch [243][780/1253] lr: 2.208e-03, eta: 5:37:36, time: 1.089, data_time: 0.002, memory: 9059, top1_acc: 0.6911, top5_acc: 0.8625, loss_cls: 1.3129, loss: 1.3129, grad_norm: 4.8251 2020-07-21 04:21:22,638 - mmaction - INFO - Epoch [243][800/1253] lr: 2.208e-03, eta: 5:37:12, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.6818, top5_acc: 0.8523, loss_cls: 1.3449, loss: 1.3449, grad_norm: 4.8505 2020-07-21 04:21:43,958 - mmaction - INFO - Epoch [243][820/1253] lr: 2.208e-03, eta: 5:36:47, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.6862, top5_acc: 0.8672, loss_cls: 1.2951, loss: 1.2951, grad_norm: 4.7088 2020-07-21 04:22:05,336 - mmaction - INFO - Epoch [243][840/1253] lr: 2.208e-03, eta: 5:36:23, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.6773, top5_acc: 0.8599, loss_cls: 1.3178, loss: 1.3178, grad_norm: 4.7701 2020-07-21 04:22:26,739 - mmaction - INFO - Epoch [243][860/1253] lr: 2.208e-03, eta: 5:35:59, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.6784, top5_acc: 0.8596, loss_cls: 1.3510, loss: 1.3510, grad_norm: 4.7714 2020-07-21 04:22:47,987 - mmaction - INFO - Epoch [243][880/1253] lr: 2.208e-03, eta: 5:35:34, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6799, top5_acc: 0.8563, loss_cls: 1.3454, loss: 1.3454, grad_norm: 4.8905 2020-07-21 04:23:09,505 - mmaction - INFO - Epoch [243][900/1253] lr: 2.208e-03, eta: 5:35:10, time: 1.076, data_time: 0.001, memory: 9059, top1_acc: 0.6745, top5_acc: 0.8542, loss_cls: 1.3722, loss: 1.3722, grad_norm: 4.8396 2020-07-21 04:23:30,676 - mmaction - INFO - Epoch [243][920/1253] lr: 2.208e-03, eta: 5:34:45, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.6945, top5_acc: 0.8534, loss_cls: 1.3164, loss: 1.3164, grad_norm: 4.7598 2020-07-21 04:23:52,439 - mmaction - INFO - Epoch [243][940/1253] lr: 2.208e-03, eta: 5:34:21, time: 1.088, data_time: 0.002, memory: 9059, top1_acc: 0.6669, top5_acc: 0.8563, loss_cls: 1.3551, loss: 1.3551, grad_norm: 4.7808 2020-07-21 04:24:13,744 - mmaction - INFO - Epoch [243][960/1253] lr: 2.208e-03, eta: 5:33:57, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6779, top5_acc: 0.8570, loss_cls: 1.3445, loss: 1.3445, grad_norm: 4.7796 2020-07-21 04:24:34,989 - mmaction - INFO - Epoch [243][980/1253] lr: 2.208e-03, eta: 5:33:32, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6859, top5_acc: 0.8589, loss_cls: 1.3245, loss: 1.3245, grad_norm: 4.8102 2020-07-21 04:24:56,629 - mmaction - INFO - Epoch [243][1000/1253] lr: 2.208e-03, eta: 5:33:08, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.6729, top5_acc: 0.8568, loss_cls: 1.3638, loss: 1.3638, grad_norm: 4.8547 2020-07-21 04:25:18,005 - mmaction - INFO - Epoch [243][1020/1253] lr: 2.208e-03, eta: 5:32:44, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6721, top5_acc: 0.8523, loss_cls: 1.3687, loss: 1.3687, grad_norm: 4.8758 2020-07-21 04:25:39,458 - mmaction - INFO - Epoch [243][1040/1253] lr: 2.208e-03, eta: 5:32:19, time: 1.075, data_time: 0.004, memory: 9059, top1_acc: 0.6792, top5_acc: 0.8599, loss_cls: 1.3028, loss: 1.3028, grad_norm: 4.7453 2020-07-21 04:26:00,685 - mmaction - INFO - Epoch [243][1060/1253] lr: 2.208e-03, eta: 5:31:55, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.6841, top5_acc: 0.8591, loss_cls: 1.3237, loss: 1.3237, grad_norm: 4.7740 2020-07-21 04:26:21,965 - mmaction - INFO - Epoch [243][1080/1253] lr: 2.208e-03, eta: 5:31:31, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6865, top5_acc: 0.8581, loss_cls: 1.3230, loss: 1.3230, grad_norm: 4.7711 2020-07-21 04:26:43,157 - mmaction - INFO - Epoch [243][1100/1253] lr: 2.208e-03, eta: 5:31:06, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.6964, top5_acc: 0.8656, loss_cls: 1.2674, loss: 1.2674, grad_norm: 4.6820 2020-07-21 04:27:04,442 - mmaction - INFO - Epoch [243][1120/1253] lr: 2.208e-03, eta: 5:30:42, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6813, top5_acc: 0.8560, loss_cls: 1.3351, loss: 1.3351, grad_norm: 4.8203 2020-07-21 04:27:25,786 - mmaction - INFO - Epoch [243][1140/1253] lr: 2.208e-03, eta: 5:30:17, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.6771, top5_acc: 0.8685, loss_cls: 1.3030, loss: 1.3030, grad_norm: 4.8555 2020-07-21 04:27:47,055 - mmaction - INFO - Epoch [243][1160/1253] lr: 2.208e-03, eta: 5:29:53, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6906, top5_acc: 0.8641, loss_cls: 1.2983, loss: 1.2983, grad_norm: 4.7947 2020-07-21 04:28:08,244 - mmaction - INFO - Epoch [243][1180/1253] lr: 2.208e-03, eta: 5:29:29, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.6672, top5_acc: 0.8393, loss_cls: 1.4360, loss: 1.4360, grad_norm: 4.8718 2020-07-21 04:28:29,639 - mmaction - INFO - Epoch [243][1200/1253] lr: 2.208e-03, eta: 5:29:04, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.6810, top5_acc: 0.8568, loss_cls: 1.3278, loss: 1.3278, grad_norm: 4.7654 2020-07-21 04:28:50,923 - mmaction - INFO - Epoch [243][1220/1253] lr: 2.208e-03, eta: 5:28:40, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.6799, top5_acc: 0.8625, loss_cls: 1.3221, loss: 1.3221, grad_norm: 4.8656 2020-07-21 04:29:12,166 - mmaction - INFO - Epoch [243][1240/1253] lr: 2.208e-03, eta: 5:28:16, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.6794, top5_acc: 0.8490, loss_cls: 1.3581, loss: 1.3581, grad_norm: 4.8203 2020-07-21 04:32:35,257 - mmaction - INFO - Epoch [244][20/1253] lr: 1.905e-03, eta: 5:27:46, time: 9.176, data_time: 7.660, memory: 9059, top1_acc: 0.6870, top5_acc: 0.8674, loss_cls: 1.2759, loss: 1.2759, grad_norm: 4.7266 2020-07-21 04:32:56,780 - mmaction - INFO - Epoch [244][40/1253] lr: 1.905e-03, eta: 5:27:21, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.6818, top5_acc: 0.8576, loss_cls: 1.3387, loss: 1.3387, grad_norm: 4.8796 2020-07-21 04:33:18,016 - mmaction - INFO - Epoch [244][60/1253] lr: 1.905e-03, eta: 5:26:57, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.6839, top5_acc: 0.8518, loss_cls: 1.3418, loss: 1.3418, grad_norm: 4.7981 2020-07-21 04:33:39,382 - mmaction - INFO - Epoch [244][80/1253] lr: 1.905e-03, eta: 5:26:33, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6818, top5_acc: 0.8549, loss_cls: 1.3475, loss: 1.3475, grad_norm: 4.8011 2020-07-21 04:34:00,797 - mmaction - INFO - Epoch [244][100/1253] lr: 1.905e-03, eta: 5:26:08, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.6901, top5_acc: 0.8630, loss_cls: 1.2966, loss: 1.2966, grad_norm: 4.7977 2020-07-21 04:34:22,507 - mmaction - INFO - Epoch [244][120/1253] lr: 1.905e-03, eta: 5:25:44, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.6979, top5_acc: 0.8708, loss_cls: 1.2671, loss: 1.2671, grad_norm: 4.7465 2020-07-21 04:34:43,838 - mmaction - INFO - Epoch [244][140/1253] lr: 1.905e-03, eta: 5:25:20, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6938, top5_acc: 0.8560, loss_cls: 1.2913, loss: 1.2913, grad_norm: 4.7872 2020-07-21 04:35:05,110 - mmaction - INFO - Epoch [244][160/1253] lr: 1.905e-03, eta: 5:24:55, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6794, top5_acc: 0.8521, loss_cls: 1.3444, loss: 1.3444, grad_norm: 4.8173 2020-07-21 04:35:26,232 - mmaction - INFO - Epoch [244][180/1253] lr: 1.905e-03, eta: 5:24:31, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.6841, top5_acc: 0.8693, loss_cls: 1.3029, loss: 1.3029, grad_norm: 4.9353 2020-07-21 04:35:47,775 - mmaction - INFO - Epoch [244][200/1253] lr: 1.905e-03, eta: 5:24:06, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.6833, top5_acc: 0.8581, loss_cls: 1.3230, loss: 1.3230, grad_norm: 4.7800 2020-07-21 04:36:08,924 - mmaction - INFO - Epoch [244][220/1253] lr: 1.905e-03, eta: 5:23:42, time: 1.058, data_time: 0.003, memory: 9059, top1_acc: 0.6703, top5_acc: 0.8497, loss_cls: 1.3510, loss: 1.3510, grad_norm: 4.8204 2020-07-21 04:36:30,174 - mmaction - INFO - Epoch [244][240/1253] lr: 1.905e-03, eta: 5:23:18, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.6891, top5_acc: 0.8607, loss_cls: 1.2994, loss: 1.2994, grad_norm: 4.8548 2020-07-21 04:36:51,483 - mmaction - INFO - Epoch [244][260/1253] lr: 1.905e-03, eta: 5:22:53, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6786, top5_acc: 0.8565, loss_cls: 1.3378, loss: 1.3378, grad_norm: 4.8317 2020-07-21 04:37:12,682 - mmaction - INFO - Epoch [244][280/1253] lr: 1.905e-03, eta: 5:22:29, time: 1.061, data_time: 0.003, memory: 9059, top1_acc: 0.6854, top5_acc: 0.8646, loss_cls: 1.3134, loss: 1.3134, grad_norm: 4.8608 2020-07-21 04:37:34,083 - mmaction - INFO - Epoch [244][300/1253] lr: 1.905e-03, eta: 5:22:05, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.6839, top5_acc: 0.8620, loss_cls: 1.3069, loss: 1.3069, grad_norm: 4.8650 2020-07-21 04:37:55,480 - mmaction - INFO - Epoch [244][320/1253] lr: 1.905e-03, eta: 5:21:40, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.6914, top5_acc: 0.8659, loss_cls: 1.2651, loss: 1.2651, grad_norm: 4.8899 2020-07-21 04:38:16,890 - mmaction - INFO - Epoch [244][340/1253] lr: 1.905e-03, eta: 5:21:16, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.6995, top5_acc: 0.8667, loss_cls: 1.2761, loss: 1.2761, grad_norm: 4.7782 2020-07-21 04:38:38,210 - mmaction - INFO - Epoch [244][360/1253] lr: 1.905e-03, eta: 5:20:51, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6799, top5_acc: 0.8576, loss_cls: 1.3405, loss: 1.3405, grad_norm: 4.8403 2020-07-21 04:38:59,653 - mmaction - INFO - Epoch [244][380/1253] lr: 1.905e-03, eta: 5:20:27, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.6745, top5_acc: 0.8560, loss_cls: 1.3437, loss: 1.3437, grad_norm: 4.9045 2020-07-21 04:39:20,822 - mmaction - INFO - Epoch [244][400/1253] lr: 1.905e-03, eta: 5:20:03, time: 1.060, data_time: 0.004, memory: 9059, top1_acc: 0.6740, top5_acc: 0.8578, loss_cls: 1.3693, loss: 1.3693, grad_norm: 4.8759 2020-07-21 04:39:42,159 - mmaction - INFO - Epoch [244][420/1253] lr: 1.905e-03, eta: 5:19:38, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6872, top5_acc: 0.8552, loss_cls: 1.2928, loss: 1.2928, grad_norm: 4.7341 2020-07-21 04:40:03,476 - mmaction - INFO - Epoch [244][440/1253] lr: 1.905e-03, eta: 5:19:14, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6859, top5_acc: 0.8596, loss_cls: 1.3045, loss: 1.3045, grad_norm: 4.7856 2020-07-21 04:40:25,195 - mmaction - INFO - Epoch [244][460/1253] lr: 1.905e-03, eta: 5:18:50, time: 1.086, data_time: 0.001, memory: 9059, top1_acc: 0.6891, top5_acc: 0.8633, loss_cls: 1.3043, loss: 1.3043, grad_norm: 4.7875 2020-07-21 04:40:46,695 - mmaction - INFO - Epoch [244][480/1253] lr: 1.905e-03, eta: 5:18:25, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.6807, top5_acc: 0.8568, loss_cls: 1.3249, loss: 1.3249, grad_norm: 4.8786 2020-07-21 04:41:08,031 - mmaction - INFO - Epoch [244][500/1253] lr: 1.905e-03, eta: 5:18:01, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.6906, top5_acc: 0.8693, loss_cls: 1.2816, loss: 1.2816, grad_norm: 4.8466 2020-07-21 04:41:29,363 - mmaction - INFO - Epoch [244][520/1253] lr: 1.905e-03, eta: 5:17:37, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6818, top5_acc: 0.8604, loss_cls: 1.3072, loss: 1.3072, grad_norm: 4.8294 2020-07-21 04:41:50,895 - mmaction - INFO - Epoch [244][540/1253] lr: 1.905e-03, eta: 5:17:12, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.6932, top5_acc: 0.8609, loss_cls: 1.2735, loss: 1.2735, grad_norm: 4.7761 2020-07-21 04:42:12,263 - mmaction - INFO - Epoch [244][560/1253] lr: 1.905e-03, eta: 5:16:48, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.6773, top5_acc: 0.8518, loss_cls: 1.3481, loss: 1.3481, grad_norm: 4.8955 2020-07-21 04:42:33,517 - mmaction - INFO - Epoch [244][580/1253] lr: 1.905e-03, eta: 5:16:23, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.6857, top5_acc: 0.8552, loss_cls: 1.3348, loss: 1.3348, grad_norm: 4.8607 2020-07-21 04:42:54,854 - mmaction - INFO - Epoch [244][600/1253] lr: 1.905e-03, eta: 5:15:59, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.6883, top5_acc: 0.8609, loss_cls: 1.3051, loss: 1.3051, grad_norm: 4.8267 2020-07-21 04:43:16,079 - mmaction - INFO - Epoch [244][620/1253] lr: 1.905e-03, eta: 5:15:35, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.6854, top5_acc: 0.8547, loss_cls: 1.3298, loss: 1.3298, grad_norm: 4.8452 2020-07-21 04:43:37,493 - mmaction - INFO - Epoch [244][640/1253] lr: 1.905e-03, eta: 5:15:10, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.6833, top5_acc: 0.8469, loss_cls: 1.3506, loss: 1.3506, grad_norm: 4.8206 2020-07-21 04:43:58,719 - mmaction - INFO - Epoch [244][660/1253] lr: 1.905e-03, eta: 5:14:46, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.6768, top5_acc: 0.8557, loss_cls: 1.3415, loss: 1.3415, grad_norm: 4.8616 2020-07-21 04:44:20,143 - mmaction - INFO - Epoch [244][680/1253] lr: 1.905e-03, eta: 5:14:22, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.6862, top5_acc: 0.8510, loss_cls: 1.3458, loss: 1.3458, grad_norm: 4.8340 2020-07-21 04:44:41,449 - mmaction - INFO - Epoch [244][700/1253] lr: 1.905e-03, eta: 5:13:57, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6867, top5_acc: 0.8604, loss_cls: 1.3276, loss: 1.3276, grad_norm: 4.8105 2020-07-21 04:45:02,871 - mmaction - INFO - Epoch [244][720/1253] lr: 1.905e-03, eta: 5:13:33, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.6747, top5_acc: 0.8518, loss_cls: 1.3538, loss: 1.3538, grad_norm: 4.9141 2020-07-21 04:45:24,187 - mmaction - INFO - Epoch [244][740/1253] lr: 1.905e-03, eta: 5:13:09, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.6854, top5_acc: 0.8536, loss_cls: 1.3574, loss: 1.3574, grad_norm: 4.8697 2020-07-21 04:45:45,758 - mmaction - INFO - Epoch [244][760/1253] lr: 1.905e-03, eta: 5:12:44, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.6849, top5_acc: 0.8664, loss_cls: 1.2831, loss: 1.2831, grad_norm: 4.8128 2020-07-21 04:46:07,053 - mmaction - INFO - Epoch [244][780/1253] lr: 1.905e-03, eta: 5:12:20, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6924, top5_acc: 0.8604, loss_cls: 1.3140, loss: 1.3140, grad_norm: 4.8170 2020-07-21 04:46:28,610 - mmaction - INFO - Epoch [244][800/1253] lr: 1.905e-03, eta: 5:11:56, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.6763, top5_acc: 0.8492, loss_cls: 1.3427, loss: 1.3427, grad_norm: 4.8819 2020-07-21 04:46:49,848 - mmaction - INFO - Epoch [244][820/1253] lr: 1.905e-03, eta: 5:11:31, time: 1.061, data_time: 0.001, memory: 9059, top1_acc: 0.6846, top5_acc: 0.8544, loss_cls: 1.3322, loss: 1.3322, grad_norm: 4.8463 2020-07-21 04:47:11,151 - mmaction - INFO - Epoch [244][840/1253] lr: 1.905e-03, eta: 5:11:07, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6734, top5_acc: 0.8576, loss_cls: 1.3641, loss: 1.3641, grad_norm: 4.9451 2020-07-21 04:47:32,339 - mmaction - INFO - Epoch [244][860/1253] lr: 1.905e-03, eta: 5:10:43, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.6784, top5_acc: 0.8570, loss_cls: 1.3322, loss: 1.3322, grad_norm: 4.8731 2020-07-21 04:47:53,675 - mmaction - INFO - Epoch [244][880/1253] lr: 1.905e-03, eta: 5:10:18, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.6953, top5_acc: 0.8586, loss_cls: 1.2939, loss: 1.2939, grad_norm: 4.8270 2020-07-21 04:48:14,944 - mmaction - INFO - Epoch [244][900/1253] lr: 1.905e-03, eta: 5:09:54, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.7005, top5_acc: 0.8628, loss_cls: 1.2775, loss: 1.2775, grad_norm: 4.7932 2020-07-21 04:48:36,353 - mmaction - INFO - Epoch [244][920/1253] lr: 1.905e-03, eta: 5:09:29, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.6701, top5_acc: 0.8531, loss_cls: 1.3611, loss: 1.3611, grad_norm: 4.9380 2020-07-21 04:48:57,602 - mmaction - INFO - Epoch [244][940/1253] lr: 1.905e-03, eta: 5:09:05, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6867, top5_acc: 0.8599, loss_cls: 1.3171, loss: 1.3171, grad_norm: 4.7831 2020-07-21 04:49:18,802 - mmaction - INFO - Epoch [244][960/1253] lr: 1.905e-03, eta: 5:08:41, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.6779, top5_acc: 0.8625, loss_cls: 1.3221, loss: 1.3221, grad_norm: 4.9118 2020-07-21 04:49:40,125 - mmaction - INFO - Epoch [244][980/1253] lr: 1.905e-03, eta: 5:08:16, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.6805, top5_acc: 0.8586, loss_cls: 1.3349, loss: 1.3349, grad_norm: 4.8926 2020-07-21 04:50:01,340 - mmaction - INFO - Epoch [244][1000/1253] lr: 1.905e-03, eta: 5:07:52, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.6875, top5_acc: 0.8607, loss_cls: 1.3021, loss: 1.3021, grad_norm: 4.9071 2020-07-21 04:50:22,956 - mmaction - INFO - Epoch [244][1020/1253] lr: 1.905e-03, eta: 5:07:28, time: 1.081, data_time: 0.003, memory: 9059, top1_acc: 0.6893, top5_acc: 0.8573, loss_cls: 1.3136, loss: 1.3136, grad_norm: 4.8742 2020-07-21 04:50:44,390 - mmaction - INFO - Epoch [244][1040/1253] lr: 1.905e-03, eta: 5:07:03, time: 1.071, data_time: 0.001, memory: 9059, top1_acc: 0.7042, top5_acc: 0.8594, loss_cls: 1.3042, loss: 1.3042, grad_norm: 4.8267 2020-07-21 04:51:05,664 - mmaction - INFO - Epoch [244][1060/1253] lr: 1.905e-03, eta: 5:06:39, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6755, top5_acc: 0.8523, loss_cls: 1.3420, loss: 1.3420, grad_norm: 4.8977 2020-07-21 04:51:27,026 - mmaction - INFO - Epoch [244][1080/1253] lr: 1.905e-03, eta: 5:06:15, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6833, top5_acc: 0.8510, loss_cls: 1.3301, loss: 1.3301, grad_norm: 4.9551 2020-07-21 04:51:48,326 - mmaction - INFO - Epoch [244][1100/1253] lr: 1.905e-03, eta: 5:05:50, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.7060, top5_acc: 0.8661, loss_cls: 1.2678, loss: 1.2678, grad_norm: 4.7311 2020-07-21 04:52:09,623 - mmaction - INFO - Epoch [244][1120/1253] lr: 1.905e-03, eta: 5:05:26, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.6914, top5_acc: 0.8620, loss_cls: 1.3077, loss: 1.3077, grad_norm: 4.8744 2020-07-21 04:52:31,126 - mmaction - INFO - Epoch [244][1140/1253] lr: 1.905e-03, eta: 5:05:02, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.6909, top5_acc: 0.8599, loss_cls: 1.3228, loss: 1.3228, grad_norm: 4.9157 2020-07-21 04:52:52,556 - mmaction - INFO - Epoch [244][1160/1253] lr: 1.905e-03, eta: 5:04:37, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.6740, top5_acc: 0.8513, loss_cls: 1.3657, loss: 1.3657, grad_norm: 4.9931 2020-07-21 04:53:14,299 - mmaction - INFO - Epoch [244][1180/1253] lr: 1.905e-03, eta: 5:04:13, time: 1.087, data_time: 0.002, memory: 9059, top1_acc: 0.6857, top5_acc: 0.8617, loss_cls: 1.3090, loss: 1.3090, grad_norm: 4.9640 2020-07-21 04:53:35,534 - mmaction - INFO - Epoch [244][1200/1253] lr: 1.905e-03, eta: 5:03:49, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.6875, top5_acc: 0.8576, loss_cls: 1.3120, loss: 1.3120, grad_norm: 4.7970 2020-07-21 04:53:57,959 - mmaction - INFO - Epoch [244][1220/1253] lr: 1.905e-03, eta: 5:03:24, time: 1.120, data_time: 0.002, memory: 9059, top1_acc: 0.6852, top5_acc: 0.8513, loss_cls: 1.3355, loss: 1.3355, grad_norm: 4.7705 2020-07-21 04:54:19,137 - mmaction - INFO - Epoch [244][1240/1253] lr: 1.905e-03, eta: 5:03:00, time: 1.060, data_time: 0.003, memory: 9059, top1_acc: 0.6945, top5_acc: 0.8576, loss_cls: 1.3197, loss: 1.3197, grad_norm: 4.8104 2020-07-21 04:54:39,259 - mmaction - INFO - Saving checkpoint at 244 epochs 2020-07-21 04:57:46,354 - mmaction - INFO - Epoch [245][20/1253] lr: 1.624e-03, eta: 5:02:29, time: 9.286, data_time: 8.124, memory: 9059, top1_acc: 0.6914, top5_acc: 0.8641, loss_cls: 1.2914, loss: 1.2914, grad_norm: 4.7651 2020-07-21 04:58:08,168 - mmaction - INFO - Epoch [245][40/1253] lr: 1.624e-03, eta: 5:02:05, time: 1.091, data_time: 0.003, memory: 9059, top1_acc: 0.6854, top5_acc: 0.8654, loss_cls: 1.2982, loss: 1.2982, grad_norm: 4.8175 2020-07-21 04:58:29,716 - mmaction - INFO - Epoch [245][60/1253] lr: 1.624e-03, eta: 5:01:41, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.6922, top5_acc: 0.8620, loss_cls: 1.3040, loss: 1.3040, grad_norm: 4.8809 2020-07-21 04:58:50,951 - mmaction - INFO - Epoch [245][80/1253] lr: 1.624e-03, eta: 5:01:16, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.7013, top5_acc: 0.8602, loss_cls: 1.2881, loss: 1.2881, grad_norm: 4.8065 2020-07-21 04:59:12,463 - mmaction - INFO - Epoch [245][100/1253] lr: 1.624e-03, eta: 5:00:52, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.6852, top5_acc: 0.8565, loss_cls: 1.3328, loss: 1.3328, grad_norm: 4.8961 2020-07-21 04:59:33,537 - mmaction - INFO - Epoch [245][120/1253] lr: 1.624e-03, eta: 5:00:28, time: 1.053, data_time: 0.002, memory: 9059, top1_acc: 0.6917, top5_acc: 0.8599, loss_cls: 1.3043, loss: 1.3043, grad_norm: 4.8120 2020-07-21 04:59:55,040 - mmaction - INFO - Epoch [245][140/1253] lr: 1.624e-03, eta: 5:00:03, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.6857, top5_acc: 0.8617, loss_cls: 1.2985, loss: 1.2985, grad_norm: 4.8757 2020-07-21 05:00:26,565 - mmaction - INFO - Epoch [245][160/1253] lr: 1.624e-03, eta: 4:59:40, time: 1.570, data_time: 0.002, memory: 9059, top1_acc: 0.6909, top5_acc: 0.8656, loss_cls: 1.2759, loss: 1.2759, grad_norm: 4.8057 2020-07-21 05:00:48,086 - mmaction - INFO - Epoch [245][180/1253] lr: 1.624e-03, eta: 4:59:15, time: 1.082, data_time: 0.017, memory: 9059, top1_acc: 0.6865, top5_acc: 0.8667, loss_cls: 1.2805, loss: 1.2805, grad_norm: 4.9361 2020-07-21 05:01:09,294 - mmaction - INFO - Epoch [245][200/1253] lr: 1.624e-03, eta: 4:58:51, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.7055, top5_acc: 0.8695, loss_cls: 1.2444, loss: 1.2444, grad_norm: 4.7620 2020-07-21 05:01:30,486 - mmaction - INFO - Epoch [245][220/1253] lr: 1.624e-03, eta: 4:58:27, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.6844, top5_acc: 0.8633, loss_cls: 1.3225, loss: 1.3225, grad_norm: 5.0242 2020-07-21 05:01:51,629 - mmaction - INFO - Epoch [245][240/1253] lr: 1.624e-03, eta: 4:58:02, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.6878, top5_acc: 0.8573, loss_cls: 1.3075, loss: 1.3075, grad_norm: 4.8150 2020-07-21 05:02:12,865 - mmaction - INFO - Epoch [245][260/1253] lr: 1.624e-03, eta: 4:57:38, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.6883, top5_acc: 0.8602, loss_cls: 1.3072, loss: 1.3072, grad_norm: 4.8804 2020-07-21 05:02:34,169 - mmaction - INFO - Epoch [245][280/1253] lr: 1.624e-03, eta: 4:57:14, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.6841, top5_acc: 0.8573, loss_cls: 1.3109, loss: 1.3109, grad_norm: 4.8612 2020-07-21 05:02:55,404 - mmaction - INFO - Epoch [245][300/1253] lr: 1.624e-03, eta: 4:56:49, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.6966, top5_acc: 0.8599, loss_cls: 1.2789, loss: 1.2789, grad_norm: 4.7903 2020-07-21 05:03:16,644 - mmaction - INFO - Epoch [245][320/1253] lr: 1.624e-03, eta: 4:56:25, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.6904, top5_acc: 0.8643, loss_cls: 1.2945, loss: 1.2945, grad_norm: 4.8888 2020-07-21 05:03:37,941 - mmaction - INFO - Epoch [245][340/1253] lr: 1.624e-03, eta: 4:56:00, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6904, top5_acc: 0.8612, loss_cls: 1.2973, loss: 1.2973, grad_norm: 4.7963 2020-07-21 05:03:59,252 - mmaction - INFO - Epoch [245][360/1253] lr: 1.624e-03, eta: 4:55:36, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.6896, top5_acc: 0.8544, loss_cls: 1.3278, loss: 1.3278, grad_norm: 4.7983 2020-07-21 05:04:21,411 - mmaction - INFO - Epoch [245][380/1253] lr: 1.624e-03, eta: 4:55:12, time: 1.109, data_time: 0.003, memory: 9059, top1_acc: 0.6880, top5_acc: 0.8620, loss_cls: 1.3040, loss: 1.3040, grad_norm: 4.8185 2020-07-21 05:04:43,377 - mmaction - INFO - Epoch [245][400/1253] lr: 1.624e-03, eta: 4:54:48, time: 1.098, data_time: 0.002, memory: 9059, top1_acc: 0.6792, top5_acc: 0.8516, loss_cls: 1.3591, loss: 1.3591, grad_norm: 4.9196 2020-07-21 05:05:04,783 - mmaction - INFO - Epoch [245][420/1253] lr: 1.624e-03, eta: 4:54:23, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.6997, top5_acc: 0.8570, loss_cls: 1.2878, loss: 1.2878, grad_norm: 4.7729 2020-07-21 05:05:26,655 - mmaction - INFO - Epoch [245][440/1253] lr: 1.624e-03, eta: 4:53:59, time: 1.096, data_time: 0.003, memory: 9059, top1_acc: 0.6862, top5_acc: 0.8607, loss_cls: 1.3113, loss: 1.3113, grad_norm: 4.9114 2020-07-21 05:05:48,016 - mmaction - INFO - Epoch [245][460/1253] lr: 1.624e-03, eta: 4:53:35, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.6867, top5_acc: 0.8570, loss_cls: 1.3267, loss: 1.3267, grad_norm: 4.8936 2020-07-21 05:06:09,380 - mmaction - INFO - Epoch [245][480/1253] lr: 1.624e-03, eta: 4:53:10, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6758, top5_acc: 0.8539, loss_cls: 1.3327, loss: 1.3327, grad_norm: 4.9994 2020-07-21 05:06:30,732 - mmaction - INFO - Epoch [245][500/1253] lr: 1.624e-03, eta: 4:52:46, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6797, top5_acc: 0.8503, loss_cls: 1.3489, loss: 1.3489, grad_norm: 4.9405 2020-07-21 05:06:52,166 - mmaction - INFO - Epoch [245][520/1253] lr: 1.624e-03, eta: 4:52:22, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.6930, top5_acc: 0.8633, loss_cls: 1.2860, loss: 1.2860, grad_norm: 4.8397 2020-07-21 05:07:13,668 - mmaction - INFO - Epoch [245][540/1253] lr: 1.624e-03, eta: 4:51:57, time: 1.075, data_time: 0.003, memory: 9059, top1_acc: 0.6867, top5_acc: 0.8651, loss_cls: 1.2882, loss: 1.2882, grad_norm: 4.9007 2020-07-21 05:07:34,867 - mmaction - INFO - Epoch [245][560/1253] lr: 1.624e-03, eta: 4:51:33, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.6896, top5_acc: 0.8604, loss_cls: 1.2965, loss: 1.2965, grad_norm: 4.8071 2020-07-21 05:07:56,146 - mmaction - INFO - Epoch [245][580/1253] lr: 1.624e-03, eta: 4:51:08, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6792, top5_acc: 0.8641, loss_cls: 1.3417, loss: 1.3417, grad_norm: 4.9028 2020-07-21 05:08:17,568 - mmaction - INFO - Epoch [245][600/1253] lr: 1.624e-03, eta: 4:50:44, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.6852, top5_acc: 0.8615, loss_cls: 1.3233, loss: 1.3233, grad_norm: 4.9049 2020-07-21 05:08:38,680 - mmaction - INFO - Epoch [245][620/1253] lr: 1.624e-03, eta: 4:50:20, time: 1.055, data_time: 0.002, memory: 9059, top1_acc: 0.6917, top5_acc: 0.8615, loss_cls: 1.3107, loss: 1.3107, grad_norm: 4.8067 2020-07-21 05:09:00,201 - mmaction - INFO - Epoch [245][640/1253] lr: 1.624e-03, eta: 4:49:55, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.6997, top5_acc: 0.8661, loss_cls: 1.2579, loss: 1.2579, grad_norm: 4.7495 2020-07-21 05:09:21,536 - mmaction - INFO - Epoch [245][660/1253] lr: 1.624e-03, eta: 4:49:31, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.6833, top5_acc: 0.8563, loss_cls: 1.3431, loss: 1.3431, grad_norm: 4.9087 2020-07-21 05:09:43,333 - mmaction - INFO - Epoch [245][680/1253] lr: 1.624e-03, eta: 4:49:07, time: 1.090, data_time: 0.002, memory: 9059, top1_acc: 0.6740, top5_acc: 0.8505, loss_cls: 1.3801, loss: 1.3801, grad_norm: 4.9793 2020-07-21 05:10:04,606 - mmaction - INFO - Epoch [245][700/1253] lr: 1.624e-03, eta: 4:48:42, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.6760, top5_acc: 0.8602, loss_cls: 1.3292, loss: 1.3292, grad_norm: 4.8757 2020-07-21 05:10:26,269 - mmaction - INFO - Epoch [245][720/1253] lr: 1.624e-03, eta: 4:48:18, time: 1.083, data_time: 0.002, memory: 9059, top1_acc: 0.6927, top5_acc: 0.8565, loss_cls: 1.3037, loss: 1.3037, grad_norm: 4.8557 2020-07-21 05:10:47,574 - mmaction - INFO - Epoch [245][740/1253] lr: 1.624e-03, eta: 4:47:54, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.6990, top5_acc: 0.8729, loss_cls: 1.2453, loss: 1.2453, grad_norm: 4.7202 2020-07-21 05:11:08,848 - mmaction - INFO - Epoch [245][760/1253] lr: 1.624e-03, eta: 4:47:29, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6813, top5_acc: 0.8609, loss_cls: 1.3235, loss: 1.3235, grad_norm: 4.7738 2020-07-21 05:11:30,345 - mmaction - INFO - Epoch [245][780/1253] lr: 1.624e-03, eta: 4:47:05, time: 1.072, data_time: 0.001, memory: 9059, top1_acc: 0.6930, top5_acc: 0.8721, loss_cls: 1.2689, loss: 1.2689, grad_norm: 4.8010 2020-07-21 05:11:52,450 - mmaction - INFO - Epoch [245][800/1253] lr: 1.624e-03, eta: 4:46:41, time: 1.106, data_time: 0.004, memory: 9059, top1_acc: 0.6820, top5_acc: 0.8560, loss_cls: 1.3391, loss: 1.3391, grad_norm: 4.8991 2020-07-21 05:12:14,091 - mmaction - INFO - Epoch [245][820/1253] lr: 1.624e-03, eta: 4:46:17, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.6776, top5_acc: 0.8648, loss_cls: 1.3119, loss: 1.3119, grad_norm: 4.8568 2020-07-21 05:12:35,580 - mmaction - INFO - Epoch [245][840/1253] lr: 1.624e-03, eta: 4:45:52, time: 1.080, data_time: 0.007, memory: 9059, top1_acc: 0.6872, top5_acc: 0.8589, loss_cls: 1.3337, loss: 1.3337, grad_norm: 4.9125 2020-07-21 05:12:56,956 - mmaction - INFO - Epoch [245][860/1253] lr: 1.624e-03, eta: 4:45:28, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.6862, top5_acc: 0.8536, loss_cls: 1.3514, loss: 1.3514, grad_norm: 4.8609 2020-07-21 05:13:18,193 - mmaction - INFO - Epoch [245][880/1253] lr: 1.624e-03, eta: 4:45:04, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.6904, top5_acc: 0.8617, loss_cls: 1.2992, loss: 1.2992, grad_norm: 4.8774 2020-07-21 05:13:39,539 - mmaction - INFO - Epoch [245][900/1253] lr: 1.624e-03, eta: 4:44:39, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6815, top5_acc: 0.8542, loss_cls: 1.3564, loss: 1.3564, grad_norm: 5.0733 2020-07-21 05:14:01,019 - mmaction - INFO - Epoch [245][920/1253] lr: 1.624e-03, eta: 4:44:15, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.6951, top5_acc: 0.8628, loss_cls: 1.2760, loss: 1.2760, grad_norm: 4.8740 2020-07-21 05:14:22,419 - mmaction - INFO - Epoch [245][940/1253] lr: 1.624e-03, eta: 4:43:51, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.6859, top5_acc: 0.8604, loss_cls: 1.3118, loss: 1.3118, grad_norm: 4.9132 2020-07-21 05:14:43,922 - mmaction - INFO - Epoch [245][960/1253] lr: 1.624e-03, eta: 4:43:26, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.6857, top5_acc: 0.8602, loss_cls: 1.3242, loss: 1.3242, grad_norm: 4.8900 2020-07-21 05:15:05,549 - mmaction - INFO - Epoch [245][980/1253] lr: 1.624e-03, eta: 4:43:02, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.6930, top5_acc: 0.8641, loss_cls: 1.2938, loss: 1.2938, grad_norm: 4.7446 2020-07-21 05:15:27,048 - mmaction - INFO - Epoch [245][1000/1253] lr: 1.624e-03, eta: 4:42:38, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.6841, top5_acc: 0.8578, loss_cls: 1.3352, loss: 1.3352, grad_norm: 4.9061 2020-07-21 05:15:48,404 - mmaction - INFO - Epoch [245][1020/1253] lr: 1.624e-03, eta: 4:42:13, time: 1.068, data_time: 0.004, memory: 9059, top1_acc: 0.6875, top5_acc: 0.8685, loss_cls: 1.2642, loss: 1.2642, grad_norm: 4.8258 2020-07-21 05:16:09,740 - mmaction - INFO - Epoch [245][1040/1253] lr: 1.624e-03, eta: 4:41:49, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6771, top5_acc: 0.8617, loss_cls: 1.3526, loss: 1.3526, grad_norm: 4.9565 2020-07-21 05:16:31,180 - mmaction - INFO - Epoch [245][1060/1253] lr: 1.624e-03, eta: 4:41:25, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.6883, top5_acc: 0.8565, loss_cls: 1.3358, loss: 1.3358, grad_norm: 4.9082 2020-07-21 05:16:52,903 - mmaction - INFO - Epoch [245][1080/1253] lr: 1.624e-03, eta: 4:41:00, time: 1.087, data_time: 0.003, memory: 9059, top1_acc: 0.6883, top5_acc: 0.8578, loss_cls: 1.2939, loss: 1.2939, grad_norm: 4.9712 2020-07-21 05:17:14,877 - mmaction - INFO - Epoch [245][1100/1253] lr: 1.624e-03, eta: 4:40:36, time: 1.100, data_time: 0.002, memory: 9059, top1_acc: 0.6906, top5_acc: 0.8583, loss_cls: 1.3210, loss: 1.3210, grad_norm: 4.8476 2020-07-21 05:17:36,214 - mmaction - INFO - Epoch [245][1120/1253] lr: 1.624e-03, eta: 4:40:12, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.6953, top5_acc: 0.8688, loss_cls: 1.2775, loss: 1.2775, grad_norm: 4.8729 2020-07-21 05:17:57,659 - mmaction - INFO - Epoch [245][1140/1253] lr: 1.624e-03, eta: 4:39:47, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.6982, top5_acc: 0.8625, loss_cls: 1.2961, loss: 1.2961, grad_norm: 4.8458 2020-07-21 05:18:19,025 - mmaction - INFO - Epoch [245][1160/1253] lr: 1.624e-03, eta: 4:39:23, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.6969, top5_acc: 0.8656, loss_cls: 1.2781, loss: 1.2781, grad_norm: 4.8258 2020-07-21 05:18:40,420 - mmaction - INFO - Epoch [245][1180/1253] lr: 1.624e-03, eta: 4:38:59, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.6867, top5_acc: 0.8599, loss_cls: 1.3257, loss: 1.3257, grad_norm: 4.9115 2020-07-21 05:19:01,979 - mmaction - INFO - Epoch [245][1200/1253] lr: 1.624e-03, eta: 4:38:34, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.6997, top5_acc: 0.8724, loss_cls: 1.2487, loss: 1.2487, grad_norm: 4.8268 2020-07-21 05:19:23,215 - mmaction - INFO - Epoch [245][1220/1253] lr: 1.624e-03, eta: 4:38:10, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6964, top5_acc: 0.8573, loss_cls: 1.3043, loss: 1.3043, grad_norm: 4.8448 2020-07-21 05:19:44,743 - mmaction - INFO - Epoch [245][1240/1253] lr: 1.624e-03, eta: 4:37:46, time: 1.076, data_time: 0.001, memory: 9059, top1_acc: 0.6987, top5_acc: 0.8596, loss_cls: 1.2770, loss: 1.2770, grad_norm: 4.8276 2020-07-21 05:23:28,173 - mmaction - INFO - Epoch [246][20/1253] lr: 1.365e-03, eta: 4:37:15, time: 10.079, data_time: 8.727, memory: 9059, top1_acc: 0.6927, top5_acc: 0.8615, loss_cls: 1.2843, loss: 1.2843, grad_norm: 4.9098 2020-07-21 05:23:49,462 - mmaction - INFO - Epoch [246][40/1253] lr: 1.365e-03, eta: 4:36:51, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.6971, top5_acc: 0.8638, loss_cls: 1.2830, loss: 1.2830, grad_norm: 4.8057 2020-07-21 05:24:11,270 - mmaction - INFO - Epoch [246][60/1253] lr: 1.365e-03, eta: 4:36:27, time: 1.090, data_time: 0.001, memory: 9059, top1_acc: 0.6885, top5_acc: 0.8477, loss_cls: 1.3309, loss: 1.3309, grad_norm: 4.9106 2020-07-21 05:24:32,464 - mmaction - INFO - Epoch [246][80/1253] lr: 1.365e-03, eta: 4:36:02, time: 1.058, data_time: 0.001, memory: 9059, top1_acc: 0.6880, top5_acc: 0.8581, loss_cls: 1.3076, loss: 1.3076, grad_norm: 4.8122 2020-07-21 05:24:53,805 - mmaction - INFO - Epoch [246][100/1253] lr: 1.365e-03, eta: 4:35:38, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.7083, top5_acc: 0.8695, loss_cls: 1.2474, loss: 1.2474, grad_norm: 4.7217 2020-07-21 05:25:15,171 - mmaction - INFO - Epoch [246][120/1253] lr: 1.365e-03, eta: 4:35:14, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.6870, top5_acc: 0.8646, loss_cls: 1.2902, loss: 1.2902, grad_norm: 4.8829 2020-07-21 05:25:36,577 - mmaction - INFO - Epoch [246][140/1253] lr: 1.365e-03, eta: 4:34:49, time: 1.070, data_time: 0.001, memory: 9059, top1_acc: 0.6997, top5_acc: 0.8638, loss_cls: 1.2770, loss: 1.2770, grad_norm: 4.9024 2020-07-21 05:25:58,291 - mmaction - INFO - Epoch [246][160/1253] lr: 1.365e-03, eta: 4:34:25, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.6891, top5_acc: 0.8695, loss_cls: 1.2984, loss: 1.2984, grad_norm: 4.8882 2020-07-21 05:26:19,762 - mmaction - INFO - Epoch [246][180/1253] lr: 1.365e-03, eta: 4:34:01, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.6966, top5_acc: 0.8633, loss_cls: 1.2737, loss: 1.2737, grad_norm: 4.8764 2020-07-21 05:26:41,296 - mmaction - INFO - Epoch [246][200/1253] lr: 1.365e-03, eta: 4:33:36, time: 1.079, data_time: 0.003, memory: 9059, top1_acc: 0.6885, top5_acc: 0.8620, loss_cls: 1.3104, loss: 1.3104, grad_norm: 4.8876 2020-07-21 05:27:02,473 - mmaction - INFO - Epoch [246][220/1253] lr: 1.365e-03, eta: 4:33:12, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.6859, top5_acc: 0.8594, loss_cls: 1.3095, loss: 1.3095, grad_norm: 5.0417 2020-07-21 05:27:23,735 - mmaction - INFO - Epoch [246][240/1253] lr: 1.365e-03, eta: 4:32:48, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.6859, top5_acc: 0.8602, loss_cls: 1.2932, loss: 1.2932, grad_norm: 4.9081 2020-07-21 05:27:45,050 - mmaction - INFO - Epoch [246][260/1253] lr: 1.365e-03, eta: 4:32:23, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6911, top5_acc: 0.8680, loss_cls: 1.2673, loss: 1.2673, grad_norm: 4.8924 2020-07-21 05:28:06,624 - mmaction - INFO - Epoch [246][280/1253] lr: 1.365e-03, eta: 4:31:59, time: 1.079, data_time: 0.001, memory: 9059, top1_acc: 0.6958, top5_acc: 0.8648, loss_cls: 1.2811, loss: 1.2811, grad_norm: 4.9091 2020-07-21 05:28:28,120 - mmaction - INFO - Epoch [246][300/1253] lr: 1.365e-03, eta: 4:31:35, time: 1.075, data_time: 0.001, memory: 9059, top1_acc: 0.6779, top5_acc: 0.8596, loss_cls: 1.3115, loss: 1.3115, grad_norm: 4.9269 2020-07-21 05:28:49,568 - mmaction - INFO - Epoch [246][320/1253] lr: 1.365e-03, eta: 4:31:10, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.6859, top5_acc: 0.8672, loss_cls: 1.3003, loss: 1.3003, grad_norm: 4.9875 2020-07-21 05:29:10,884 - mmaction - INFO - Epoch [246][340/1253] lr: 1.365e-03, eta: 4:30:46, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6810, top5_acc: 0.8560, loss_cls: 1.3346, loss: 1.3346, grad_norm: 5.0386 2020-07-21 05:29:32,494 - mmaction - INFO - Epoch [246][360/1253] lr: 1.365e-03, eta: 4:30:22, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.7094, top5_acc: 0.8708, loss_cls: 1.2564, loss: 1.2564, grad_norm: 4.8908 2020-07-21 05:29:53,816 - mmaction - INFO - Epoch [246][380/1253] lr: 1.365e-03, eta: 4:29:57, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.7005, top5_acc: 0.8664, loss_cls: 1.2578, loss: 1.2578, grad_norm: 4.9176 2020-07-21 05:30:16,238 - mmaction - INFO - Epoch [246][400/1253] lr: 1.365e-03, eta: 4:29:33, time: 1.121, data_time: 0.002, memory: 9059, top1_acc: 0.7065, top5_acc: 0.8607, loss_cls: 1.2738, loss: 1.2738, grad_norm: 4.8236 2020-07-21 05:30:37,599 - mmaction - INFO - Epoch [246][420/1253] lr: 1.365e-03, eta: 4:29:09, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6872, top5_acc: 0.8568, loss_cls: 1.3323, loss: 1.3323, grad_norm: 4.9530 2020-07-21 05:30:58,822 - mmaction - INFO - Epoch [246][440/1253] lr: 1.365e-03, eta: 4:28:44, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.6964, top5_acc: 0.8628, loss_cls: 1.2838, loss: 1.2838, grad_norm: 4.8438 2020-07-21 05:31:20,077 - mmaction - INFO - Epoch [246][460/1253] lr: 1.365e-03, eta: 4:28:20, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6729, top5_acc: 0.8620, loss_cls: 1.3255, loss: 1.3255, grad_norm: 5.1103 2020-07-21 05:31:41,415 - mmaction - INFO - Epoch [246][480/1253] lr: 1.365e-03, eta: 4:27:56, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6815, top5_acc: 0.8505, loss_cls: 1.3529, loss: 1.3529, grad_norm: 5.0058 2020-07-21 05:32:03,531 - mmaction - INFO - Epoch [246][500/1253] lr: 1.365e-03, eta: 4:27:31, time: 1.106, data_time: 0.003, memory: 9059, top1_acc: 0.6854, top5_acc: 0.8583, loss_cls: 1.3226, loss: 1.3226, grad_norm: 4.9985 2020-07-21 05:32:25,060 - mmaction - INFO - Epoch [246][520/1253] lr: 1.365e-03, eta: 4:27:07, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.6974, top5_acc: 0.8729, loss_cls: 1.2810, loss: 1.2810, grad_norm: 4.9302 2020-07-21 05:32:46,531 - mmaction - INFO - Epoch [246][540/1253] lr: 1.365e-03, eta: 4:26:43, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.6870, top5_acc: 0.8513, loss_cls: 1.3448, loss: 1.3448, grad_norm: 5.0155 2020-07-21 05:33:07,888 - mmaction - INFO - Epoch [246][560/1253] lr: 1.365e-03, eta: 4:26:18, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6927, top5_acc: 0.8695, loss_cls: 1.2633, loss: 1.2633, grad_norm: 4.9020 2020-07-21 05:33:29,235 - mmaction - INFO - Epoch [246][580/1253] lr: 1.365e-03, eta: 4:25:54, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.6966, top5_acc: 0.8695, loss_cls: 1.2695, loss: 1.2695, grad_norm: 4.8690 2020-07-21 05:33:50,722 - mmaction - INFO - Epoch [246][600/1253] lr: 1.365e-03, eta: 4:25:30, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.7008, top5_acc: 0.8682, loss_cls: 1.2551, loss: 1.2551, grad_norm: 4.8110 2020-07-21 05:34:12,015 - mmaction - INFO - Epoch [246][620/1253] lr: 1.365e-03, eta: 4:25:06, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6883, top5_acc: 0.8646, loss_cls: 1.2836, loss: 1.2836, grad_norm: 4.9036 2020-07-21 05:34:33,355 - mmaction - INFO - Epoch [246][640/1253] lr: 1.365e-03, eta: 4:24:41, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6786, top5_acc: 0.8576, loss_cls: 1.3408, loss: 1.3408, grad_norm: 5.0641 2020-07-21 05:34:54,650 - mmaction - INFO - Epoch [246][660/1253] lr: 1.365e-03, eta: 4:24:17, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6799, top5_acc: 0.8568, loss_cls: 1.3302, loss: 1.3302, grad_norm: 5.0193 2020-07-21 05:35:16,402 - mmaction - INFO - Epoch [246][680/1253] lr: 1.365e-03, eta: 4:23:53, time: 1.083, data_time: 0.001, memory: 9059, top1_acc: 0.7065, top5_acc: 0.8677, loss_cls: 1.2294, loss: 1.2294, grad_norm: 4.7797 2020-07-21 05:35:37,942 - mmaction - INFO - Epoch [246][700/1253] lr: 1.365e-03, eta: 4:23:28, time: 1.082, data_time: 0.008, memory: 9059, top1_acc: 0.6961, top5_acc: 0.8643, loss_cls: 1.2770, loss: 1.2770, grad_norm: 4.8486 2020-07-21 05:35:59,431 - mmaction - INFO - Epoch [246][720/1253] lr: 1.365e-03, eta: 4:23:04, time: 1.074, data_time: 0.001, memory: 9059, top1_acc: 0.6974, top5_acc: 0.8708, loss_cls: 1.2636, loss: 1.2636, grad_norm: 4.8225 2020-07-21 05:36:20,615 - mmaction - INFO - Epoch [246][740/1253] lr: 1.365e-03, eta: 4:22:40, time: 1.059, data_time: 0.001, memory: 9059, top1_acc: 0.6997, top5_acc: 0.8677, loss_cls: 1.2531, loss: 1.2531, grad_norm: 4.8230 2020-07-21 05:36:41,742 - mmaction - INFO - Epoch [246][760/1253] lr: 1.365e-03, eta: 4:22:15, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.7073, top5_acc: 0.8656, loss_cls: 1.2438, loss: 1.2438, grad_norm: 4.8367 2020-07-21 05:37:02,942 - mmaction - INFO - Epoch [246][780/1253] lr: 1.365e-03, eta: 4:21:51, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.6927, top5_acc: 0.8539, loss_cls: 1.3376, loss: 1.3376, grad_norm: 5.0468 2020-07-21 05:37:24,356 - mmaction - INFO - Epoch [246][800/1253] lr: 1.365e-03, eta: 4:21:27, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.6964, top5_acc: 0.8635, loss_cls: 1.2783, loss: 1.2783, grad_norm: 4.9090 2020-07-21 05:37:45,633 - mmaction - INFO - Epoch [246][820/1253] lr: 1.365e-03, eta: 4:21:02, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.6826, top5_acc: 0.8570, loss_cls: 1.3194, loss: 1.3194, grad_norm: 4.9977 2020-07-21 05:38:07,054 - mmaction - INFO - Epoch [246][840/1253] lr: 1.365e-03, eta: 4:20:38, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.6898, top5_acc: 0.8672, loss_cls: 1.2748, loss: 1.2748, grad_norm: 4.9261 2020-07-21 05:38:28,273 - mmaction - INFO - Epoch [246][860/1253] lr: 1.365e-03, eta: 4:20:14, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.6885, top5_acc: 0.8547, loss_cls: 1.3176, loss: 1.3176, grad_norm: 4.9988 2020-07-21 05:38:49,678 - mmaction - INFO - Epoch [246][880/1253] lr: 1.365e-03, eta: 4:19:49, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.6914, top5_acc: 0.8651, loss_cls: 1.2824, loss: 1.2824, grad_norm: 4.8391 2020-07-21 05:39:11,047 - mmaction - INFO - Epoch [246][900/1253] lr: 1.365e-03, eta: 4:19:25, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6971, top5_acc: 0.8682, loss_cls: 1.2692, loss: 1.2692, grad_norm: 4.9409 2020-07-21 05:39:32,441 - mmaction - INFO - Epoch [246][920/1253] lr: 1.365e-03, eta: 4:19:01, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.6924, top5_acc: 0.8674, loss_cls: 1.2930, loss: 1.2930, grad_norm: 5.0139 2020-07-21 05:39:53,731 - mmaction - INFO - Epoch [246][940/1253] lr: 1.365e-03, eta: 4:18:36, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6971, top5_acc: 0.8549, loss_cls: 1.3061, loss: 1.3061, grad_norm: 4.8169 2020-07-21 05:40:15,208 - mmaction - INFO - Epoch [246][960/1253] lr: 1.365e-03, eta: 4:18:12, time: 1.074, data_time: 0.003, memory: 9059, top1_acc: 0.6878, top5_acc: 0.8646, loss_cls: 1.2952, loss: 1.2952, grad_norm: 4.9259 2020-07-21 05:40:36,524 - mmaction - INFO - Epoch [246][980/1253] lr: 1.365e-03, eta: 4:17:48, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6883, top5_acc: 0.8578, loss_cls: 1.3117, loss: 1.3117, grad_norm: 4.8586 2020-07-21 05:40:57,892 - mmaction - INFO - Epoch [246][1000/1253] lr: 1.365e-03, eta: 4:17:23, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.6813, top5_acc: 0.8609, loss_cls: 1.3257, loss: 1.3257, grad_norm: 4.9534 2020-07-21 05:41:19,172 - mmaction - INFO - Epoch [246][1020/1253] lr: 1.365e-03, eta: 4:16:59, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6979, top5_acc: 0.8716, loss_cls: 1.2575, loss: 1.2575, grad_norm: 4.8557 2020-07-21 05:41:40,649 - mmaction - INFO - Epoch [246][1040/1253] lr: 1.365e-03, eta: 4:16:35, time: 1.075, data_time: 0.003, memory: 9059, top1_acc: 0.6862, top5_acc: 0.8602, loss_cls: 1.3199, loss: 1.3199, grad_norm: 4.9646 2020-07-21 05:42:01,932 - mmaction - INFO - Epoch [246][1060/1253] lr: 1.365e-03, eta: 4:16:11, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6919, top5_acc: 0.8625, loss_cls: 1.3017, loss: 1.3017, grad_norm: 4.9182 2020-07-21 05:42:23,203 - mmaction - INFO - Epoch [246][1080/1253] lr: 1.365e-03, eta: 4:15:46, time: 1.061, data_time: 0.001, memory: 9059, top1_acc: 0.7016, top5_acc: 0.8672, loss_cls: 1.2694, loss: 1.2694, grad_norm: 4.7553 2020-07-21 05:42:44,737 - mmaction - INFO - Epoch [246][1100/1253] lr: 1.365e-03, eta: 4:15:22, time: 1.078, data_time: 0.003, memory: 9059, top1_acc: 0.6953, top5_acc: 0.8674, loss_cls: 1.2685, loss: 1.2685, grad_norm: 4.8926 2020-07-21 05:43:06,098 - mmaction - INFO - Epoch [246][1120/1253] lr: 1.365e-03, eta: 4:14:58, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6961, top5_acc: 0.8617, loss_cls: 1.2785, loss: 1.2785, grad_norm: 4.9119 2020-07-21 05:43:27,353 - mmaction - INFO - Epoch [246][1140/1253] lr: 1.365e-03, eta: 4:14:33, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6943, top5_acc: 0.8685, loss_cls: 1.2843, loss: 1.2843, grad_norm: 4.9621 2020-07-21 05:43:48,669 - mmaction - INFO - Epoch [246][1160/1253] lr: 1.365e-03, eta: 4:14:09, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.6893, top5_acc: 0.8615, loss_cls: 1.3015, loss: 1.3015, grad_norm: 4.9854 2020-07-21 05:44:10,089 - mmaction - INFO - Epoch [246][1180/1253] lr: 1.365e-03, eta: 4:13:45, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.6758, top5_acc: 0.8620, loss_cls: 1.3265, loss: 1.3265, grad_norm: 5.0107 2020-07-21 05:44:31,290 - mmaction - INFO - Epoch [246][1200/1253] lr: 1.365e-03, eta: 4:13:20, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.6872, top5_acc: 0.8589, loss_cls: 1.3097, loss: 1.3097, grad_norm: 4.9148 2020-07-21 05:44:52,793 - mmaction - INFO - Epoch [246][1220/1253] lr: 1.365e-03, eta: 4:12:56, time: 1.077, data_time: 0.003, memory: 9059, top1_acc: 0.6779, top5_acc: 0.8596, loss_cls: 1.3254, loss: 1.3254, grad_norm: 4.9845 2020-07-21 05:45:14,305 - mmaction - INFO - Epoch [246][1240/1253] lr: 1.365e-03, eta: 4:12:32, time: 1.074, data_time: 0.001, memory: 9059, top1_acc: 0.6854, top5_acc: 0.8630, loss_cls: 1.3039, loss: 1.3039, grad_norm: 4.9447 2020-07-21 05:48:32,951 - mmaction - INFO - Epoch [247][20/1253] lr: 1.128e-03, eta: 4:11:59, time: 8.914, data_time: 7.690, memory: 9059, top1_acc: 0.7008, top5_acc: 0.8753, loss_cls: 1.2316, loss: 1.2316, grad_norm: 4.8041 2020-07-21 05:48:54,288 - mmaction - INFO - Epoch [247][40/1253] lr: 1.128e-03, eta: 4:11:35, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.6893, top5_acc: 0.8596, loss_cls: 1.3071, loss: 1.3071, grad_norm: 4.8852 2020-07-21 05:49:15,778 - mmaction - INFO - Epoch [247][60/1253] lr: 1.128e-03, eta: 4:11:11, time: 1.074, data_time: 0.001, memory: 9059, top1_acc: 0.7060, top5_acc: 0.8727, loss_cls: 1.2186, loss: 1.2186, grad_norm: 4.8420 2020-07-21 05:49:37,097 - mmaction - INFO - Epoch [247][80/1253] lr: 1.128e-03, eta: 4:10:46, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6961, top5_acc: 0.8716, loss_cls: 1.2463, loss: 1.2463, grad_norm: 4.9078 2020-07-21 05:49:58,615 - mmaction - INFO - Epoch [247][100/1253] lr: 1.128e-03, eta: 4:10:22, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.6958, top5_acc: 0.8607, loss_cls: 1.2749, loss: 1.2749, grad_norm: 4.7891 2020-07-21 05:50:19,937 - mmaction - INFO - Epoch [247][120/1253] lr: 1.128e-03, eta: 4:09:58, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6815, top5_acc: 0.8573, loss_cls: 1.3320, loss: 1.3320, grad_norm: 4.9384 2020-07-21 05:50:41,573 - mmaction - INFO - Epoch [247][140/1253] lr: 1.128e-03, eta: 4:09:33, time: 1.082, data_time: 0.002, memory: 9059, top1_acc: 0.6909, top5_acc: 0.8659, loss_cls: 1.2929, loss: 1.2929, grad_norm: 4.9339 2020-07-21 05:51:03,271 - mmaction - INFO - Epoch [247][160/1253] lr: 1.128e-03, eta: 4:09:09, time: 1.084, data_time: 0.002, memory: 9059, top1_acc: 0.6984, top5_acc: 0.8617, loss_cls: 1.2716, loss: 1.2716, grad_norm: 4.8910 2020-07-21 05:51:24,574 - mmaction - INFO - Epoch [247][180/1253] lr: 1.128e-03, eta: 4:08:45, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6930, top5_acc: 0.8599, loss_cls: 1.2983, loss: 1.2983, grad_norm: 4.9687 2020-07-21 05:51:45,956 - mmaction - INFO - Epoch [247][200/1253] lr: 1.128e-03, eta: 4:08:20, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6979, top5_acc: 0.8565, loss_cls: 1.2684, loss: 1.2684, grad_norm: 4.8729 2020-07-21 05:52:07,195 - mmaction - INFO - Epoch [247][220/1253] lr: 1.128e-03, eta: 4:07:56, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.6971, top5_acc: 0.8695, loss_cls: 1.2959, loss: 1.2959, grad_norm: 5.0094 2020-07-21 05:52:28,817 - mmaction - INFO - Epoch [247][240/1253] lr: 1.128e-03, eta: 4:07:32, time: 1.081, data_time: 0.003, memory: 9059, top1_acc: 0.6797, top5_acc: 0.8656, loss_cls: 1.3239, loss: 1.3239, grad_norm: 5.0940 2020-07-21 05:52:50,270 - mmaction - INFO - Epoch [247][260/1253] lr: 1.128e-03, eta: 4:07:07, time: 1.074, data_time: 0.003, memory: 9059, top1_acc: 0.6953, top5_acc: 0.8643, loss_cls: 1.2657, loss: 1.2657, grad_norm: 4.8735 2020-07-21 05:53:11,612 - mmaction - INFO - Epoch [247][280/1253] lr: 1.128e-03, eta: 4:06:43, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6935, top5_acc: 0.8711, loss_cls: 1.2408, loss: 1.2408, grad_norm: 4.9738 2020-07-21 05:53:33,359 - mmaction - INFO - Epoch [247][300/1253] lr: 1.128e-03, eta: 4:06:19, time: 1.086, data_time: 0.001, memory: 9059, top1_acc: 0.6888, top5_acc: 0.8677, loss_cls: 1.2970, loss: 1.2970, grad_norm: 4.9066 2020-07-21 05:53:55,255 - mmaction - INFO - Epoch [247][320/1253] lr: 1.128e-03, eta: 4:05:54, time: 1.096, data_time: 0.002, memory: 9059, top1_acc: 0.6927, top5_acc: 0.8628, loss_cls: 1.3108, loss: 1.3108, grad_norm: 4.8909 2020-07-21 05:54:16,661 - mmaction - INFO - Epoch [247][340/1253] lr: 1.128e-03, eta: 4:05:30, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6943, top5_acc: 0.8654, loss_cls: 1.2700, loss: 1.2700, grad_norm: 4.8636 2020-07-21 05:54:38,420 - mmaction - INFO - Epoch [247][360/1253] lr: 1.128e-03, eta: 4:05:06, time: 1.090, data_time: 0.003, memory: 9059, top1_acc: 0.6930, top5_acc: 0.8620, loss_cls: 1.2775, loss: 1.2775, grad_norm: 4.9251 2020-07-21 05:54:59,665 - mmaction - INFO - Epoch [247][380/1253] lr: 1.128e-03, eta: 4:04:42, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.6932, top5_acc: 0.8591, loss_cls: 1.3012, loss: 1.3012, grad_norm: 4.9383 2020-07-21 05:55:20,906 - mmaction - INFO - Epoch [247][400/1253] lr: 1.128e-03, eta: 4:04:17, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.7003, top5_acc: 0.8638, loss_cls: 1.2705, loss: 1.2705, grad_norm: 4.9340 2020-07-21 05:55:42,135 - mmaction - INFO - Epoch [247][420/1253] lr: 1.128e-03, eta: 4:03:53, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.6823, top5_acc: 0.8539, loss_cls: 1.3542, loss: 1.3542, grad_norm: 5.0290 2020-07-21 05:56:03,455 - mmaction - INFO - Epoch [247][440/1253] lr: 1.128e-03, eta: 4:03:29, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6927, top5_acc: 0.8617, loss_cls: 1.2760, loss: 1.2760, grad_norm: 4.8986 2020-07-21 05:56:24,754 - mmaction - INFO - Epoch [247][460/1253] lr: 1.128e-03, eta: 4:03:04, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6990, top5_acc: 0.8607, loss_cls: 1.2726, loss: 1.2726, grad_norm: 4.8802 2020-07-21 05:56:46,032 - mmaction - INFO - Epoch [247][480/1253] lr: 1.128e-03, eta: 4:02:40, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6943, top5_acc: 0.8674, loss_cls: 1.2674, loss: 1.2674, grad_norm: 4.9748 2020-07-21 05:57:07,315 - mmaction - INFO - Epoch [247][500/1253] lr: 1.128e-03, eta: 4:02:16, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.7089, top5_acc: 0.8576, loss_cls: 1.2682, loss: 1.2682, grad_norm: 4.8711 2020-07-21 05:57:28,817 - mmaction - INFO - Epoch [247][520/1253] lr: 1.128e-03, eta: 4:01:51, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.7042, top5_acc: 0.8659, loss_cls: 1.2615, loss: 1.2615, grad_norm: 4.9599 2020-07-21 05:57:50,236 - mmaction - INFO - Epoch [247][540/1253] lr: 1.128e-03, eta: 4:01:27, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.7073, top5_acc: 0.8581, loss_cls: 1.2690, loss: 1.2690, grad_norm: 4.7519 2020-07-21 05:58:11,342 - mmaction - INFO - Epoch [247][560/1253] lr: 1.128e-03, eta: 4:01:03, time: 1.055, data_time: 0.001, memory: 9059, top1_acc: 0.7115, top5_acc: 0.8685, loss_cls: 1.2137, loss: 1.2137, grad_norm: 4.8772 2020-07-21 05:58:32,598 - mmaction - INFO - Epoch [247][580/1253] lr: 1.128e-03, eta: 4:00:38, time: 1.061, data_time: 0.001, memory: 9059, top1_acc: 0.6948, top5_acc: 0.8630, loss_cls: 1.2793, loss: 1.2793, grad_norm: 4.9024 2020-07-21 05:58:53,863 - mmaction - INFO - Epoch [247][600/1253] lr: 1.128e-03, eta: 4:00:14, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.6987, top5_acc: 0.8630, loss_cls: 1.2576, loss: 1.2576, grad_norm: 4.9643 2020-07-21 05:59:15,100 - mmaction - INFO - Epoch [247][620/1253] lr: 1.128e-03, eta: 3:59:50, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.6891, top5_acc: 0.8641, loss_cls: 1.2722, loss: 1.2722, grad_norm: 4.8939 2020-07-21 05:59:36,437 - mmaction - INFO - Epoch [247][640/1253] lr: 1.128e-03, eta: 3:59:26, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6987, top5_acc: 0.8685, loss_cls: 1.2667, loss: 1.2667, grad_norm: 4.9169 2020-07-21 05:59:57,590 - mmaction - INFO - Epoch [247][660/1253] lr: 1.128e-03, eta: 3:59:01, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.6878, top5_acc: 0.8672, loss_cls: 1.2645, loss: 1.2645, grad_norm: 4.9704 2020-07-21 06:00:25,205 - mmaction - INFO - Epoch [247][680/1253] lr: 1.128e-03, eta: 3:58:37, time: 1.372, data_time: 0.009, memory: 9059, top1_acc: 0.7034, top5_acc: 0.8789, loss_cls: 1.2129, loss: 1.2129, grad_norm: 4.8220 2020-07-21 06:00:46,838 - mmaction - INFO - Epoch [247][700/1253] lr: 1.128e-03, eta: 3:58:13, time: 1.082, data_time: 0.012, memory: 9059, top1_acc: 0.6870, top5_acc: 0.8628, loss_cls: 1.3073, loss: 1.3073, grad_norm: 5.0359 2020-07-21 06:01:08,361 - mmaction - INFO - Epoch [247][720/1253] lr: 1.128e-03, eta: 3:57:49, time: 1.084, data_time: 0.009, memory: 9059, top1_acc: 0.6867, top5_acc: 0.8664, loss_cls: 1.3042, loss: 1.3042, grad_norm: 4.8922 2020-07-21 06:01:31,108 - mmaction - INFO - Epoch [247][740/1253] lr: 1.128e-03, eta: 3:57:24, time: 1.138, data_time: 0.002, memory: 9059, top1_acc: 0.6831, top5_acc: 0.8630, loss_cls: 1.3037, loss: 1.3037, grad_norm: 4.9823 2020-07-21 06:01:52,346 - mmaction - INFO - Epoch [247][760/1253] lr: 1.128e-03, eta: 3:57:00, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.6919, top5_acc: 0.8685, loss_cls: 1.2832, loss: 1.2832, grad_norm: 5.0248 2020-07-21 06:02:13,639 - mmaction - INFO - Epoch [247][780/1253] lr: 1.128e-03, eta: 3:56:36, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.6857, top5_acc: 0.8508, loss_cls: 1.3231, loss: 1.3231, grad_norm: 4.9906 2020-07-21 06:02:34,885 - mmaction - INFO - Epoch [247][800/1253] lr: 1.128e-03, eta: 3:56:11, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.6982, top5_acc: 0.8661, loss_cls: 1.2791, loss: 1.2791, grad_norm: 4.9302 2020-07-21 06:02:56,351 - mmaction - INFO - Epoch [247][820/1253] lr: 1.128e-03, eta: 3:55:47, time: 1.073, data_time: 0.001, memory: 9059, top1_acc: 0.6924, top5_acc: 0.8654, loss_cls: 1.2867, loss: 1.2867, grad_norm: 5.0233 2020-07-21 06:03:17,636 - mmaction - INFO - Epoch [247][840/1253] lr: 1.128e-03, eta: 3:55:23, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6943, top5_acc: 0.8677, loss_cls: 1.2673, loss: 1.2673, grad_norm: 4.9403 2020-07-21 06:03:39,101 - mmaction - INFO - Epoch [247][860/1253] lr: 1.128e-03, eta: 3:54:59, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.6919, top5_acc: 0.8568, loss_cls: 1.3125, loss: 1.3125, grad_norm: 5.0002 2020-07-21 06:04:00,375 - mmaction - INFO - Epoch [247][880/1253] lr: 1.128e-03, eta: 3:54:34, time: 1.065, data_time: 0.004, memory: 9059, top1_acc: 0.6914, top5_acc: 0.8646, loss_cls: 1.2747, loss: 1.2747, grad_norm: 4.9316 2020-07-21 06:04:21,707 - mmaction - INFO - Epoch [247][900/1253] lr: 1.128e-03, eta: 3:54:10, time: 1.067, data_time: 0.003, memory: 9059, top1_acc: 0.6992, top5_acc: 0.8651, loss_cls: 1.2639, loss: 1.2639, grad_norm: 4.8509 2020-07-21 06:04:43,056 - mmaction - INFO - Epoch [247][920/1253] lr: 1.128e-03, eta: 3:53:46, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6857, top5_acc: 0.8630, loss_cls: 1.3160, loss: 1.3160, grad_norm: 4.9820 2020-07-21 06:05:04,344 - mmaction - INFO - Epoch [247][940/1253] lr: 1.128e-03, eta: 3:53:21, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6833, top5_acc: 0.8617, loss_cls: 1.2959, loss: 1.2959, grad_norm: 5.0287 2020-07-21 06:05:25,793 - mmaction - INFO - Epoch [247][960/1253] lr: 1.128e-03, eta: 3:52:57, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.6987, top5_acc: 0.8594, loss_cls: 1.2766, loss: 1.2766, grad_norm: 4.9218 2020-07-21 06:05:46,953 - mmaction - INFO - Epoch [247][980/1253] lr: 1.128e-03, eta: 3:52:33, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.6995, top5_acc: 0.8656, loss_cls: 1.2625, loss: 1.2625, grad_norm: 4.8443 2020-07-21 06:06:08,183 - mmaction - INFO - Epoch [247][1000/1253] lr: 1.128e-03, eta: 3:52:08, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.6924, top5_acc: 0.8628, loss_cls: 1.3084, loss: 1.3084, grad_norm: 5.0835 2020-07-21 06:06:29,471 - mmaction - INFO - Epoch [247][1020/1253] lr: 1.128e-03, eta: 3:51:44, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6961, top5_acc: 0.8682, loss_cls: 1.2815, loss: 1.2815, grad_norm: 4.9065 2020-07-21 06:06:50,621 - mmaction - INFO - Epoch [247][1040/1253] lr: 1.128e-03, eta: 3:51:20, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.6971, top5_acc: 0.8591, loss_cls: 1.2887, loss: 1.2887, grad_norm: 4.8866 2020-07-21 06:07:11,862 - mmaction - INFO - Epoch [247][1060/1253] lr: 1.128e-03, eta: 3:50:56, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.6849, top5_acc: 0.8648, loss_cls: 1.3099, loss: 1.3099, grad_norm: 4.9686 2020-07-21 06:07:33,237 - mmaction - INFO - Epoch [247][1080/1253] lr: 1.128e-03, eta: 3:50:31, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6898, top5_acc: 0.8552, loss_cls: 1.3230, loss: 1.3230, grad_norm: 4.9736 2020-07-21 06:07:54,911 - mmaction - INFO - Epoch [247][1100/1253] lr: 1.128e-03, eta: 3:50:07, time: 1.085, data_time: 0.003, memory: 9059, top1_acc: 0.6852, top5_acc: 0.8536, loss_cls: 1.3408, loss: 1.3408, grad_norm: 5.0173 2020-07-21 06:08:16,306 - mmaction - INFO - Epoch [247][1120/1253] lr: 1.128e-03, eta: 3:49:43, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.6938, top5_acc: 0.8583, loss_cls: 1.3072, loss: 1.3072, grad_norm: 5.0252 2020-07-21 06:08:37,794 - mmaction - INFO - Epoch [247][1140/1253] lr: 1.128e-03, eta: 3:49:18, time: 1.074, data_time: 0.001, memory: 9059, top1_acc: 0.6880, top5_acc: 0.8633, loss_cls: 1.3010, loss: 1.3010, grad_norm: 4.9277 2020-07-21 06:08:59,212 - mmaction - INFO - Epoch [247][1160/1253] lr: 1.128e-03, eta: 3:48:54, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.6977, top5_acc: 0.8635, loss_cls: 1.2678, loss: 1.2678, grad_norm: 4.9079 2020-07-21 06:09:20,871 - mmaction - INFO - Epoch [247][1180/1253] lr: 1.128e-03, eta: 3:48:30, time: 1.083, data_time: 0.002, memory: 9059, top1_acc: 0.6904, top5_acc: 0.8602, loss_cls: 1.2921, loss: 1.2921, grad_norm: 4.9395 2020-07-21 06:09:42,490 - mmaction - INFO - Epoch [247][1200/1253] lr: 1.128e-03, eta: 3:48:06, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.6828, top5_acc: 0.8589, loss_cls: 1.3158, loss: 1.3158, grad_norm: 4.9634 2020-07-21 06:10:03,694 - mmaction - INFO - Epoch [247][1220/1253] lr: 1.128e-03, eta: 3:47:41, time: 1.061, data_time: 0.003, memory: 9059, top1_acc: 0.6781, top5_acc: 0.8565, loss_cls: 1.3189, loss: 1.3189, grad_norm: 5.0552 2020-07-21 06:10:25,142 - mmaction - INFO - Epoch [247][1240/1253] lr: 1.128e-03, eta: 3:47:17, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.7089, top5_acc: 0.8763, loss_cls: 1.2411, loss: 1.2411, grad_norm: 4.9143 2020-07-21 06:14:18,407 - mmaction - INFO - Epoch [248][20/1253] lr: 9.140e-04, eta: 3:46:45, time: 10.463, data_time: 9.278, memory: 9059, top1_acc: 0.6914, top5_acc: 0.8586, loss_cls: 1.3143, loss: 1.3143, grad_norm: 5.0480 2020-07-21 06:14:39,999 - mmaction - INFO - Epoch [248][40/1253] lr: 9.140e-04, eta: 3:46:21, time: 1.078, data_time: 0.003, memory: 9059, top1_acc: 0.6979, top5_acc: 0.8667, loss_cls: 1.2854, loss: 1.2854, grad_norm: 4.9241 2020-07-21 06:15:01,363 - mmaction - INFO - Epoch [248][60/1253] lr: 9.140e-04, eta: 3:45:56, time: 1.071, data_time: 0.004, memory: 9059, top1_acc: 0.7016, top5_acc: 0.8714, loss_cls: 1.2537, loss: 1.2537, grad_norm: 4.8709 2020-07-21 06:15:22,587 - mmaction - INFO - Epoch [248][80/1253] lr: 9.140e-04, eta: 3:45:32, time: 1.061, data_time: 0.001, memory: 9059, top1_acc: 0.6940, top5_acc: 0.8633, loss_cls: 1.2826, loss: 1.2826, grad_norm: 4.9805 2020-07-21 06:15:44,115 - mmaction - INFO - Epoch [248][100/1253] lr: 9.140e-04, eta: 3:45:08, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.7083, top5_acc: 0.8651, loss_cls: 1.2582, loss: 1.2582, grad_norm: 4.8757 2020-07-21 06:16:05,359 - mmaction - INFO - Epoch [248][120/1253] lr: 9.140e-04, eta: 3:44:44, time: 1.061, data_time: 0.001, memory: 9059, top1_acc: 0.7089, top5_acc: 0.8760, loss_cls: 1.2316, loss: 1.2316, grad_norm: 4.9309 2020-07-21 06:16:26,704 - mmaction - INFO - Epoch [248][140/1253] lr: 9.140e-04, eta: 3:44:19, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.7016, top5_acc: 0.8677, loss_cls: 1.2378, loss: 1.2378, grad_norm: 4.8410 2020-07-21 06:16:47,919 - mmaction - INFO - Epoch [248][160/1253] lr: 9.140e-04, eta: 3:43:55, time: 1.061, data_time: 0.001, memory: 9059, top1_acc: 0.6966, top5_acc: 0.8758, loss_cls: 1.2336, loss: 1.2336, grad_norm: 4.9397 2020-07-21 06:17:09,151 - mmaction - INFO - Epoch [248][180/1253] lr: 9.140e-04, eta: 3:43:31, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.6914, top5_acc: 0.8612, loss_cls: 1.2984, loss: 1.2984, grad_norm: 4.9374 2020-07-21 06:17:30,514 - mmaction - INFO - Epoch [248][200/1253] lr: 9.140e-04, eta: 3:43:06, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.7042, top5_acc: 0.8716, loss_cls: 1.2387, loss: 1.2387, grad_norm: 4.8948 2020-07-21 06:17:51,966 - mmaction - INFO - Epoch [248][220/1253] lr: 9.140e-04, eta: 3:42:42, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.6909, top5_acc: 0.8625, loss_cls: 1.2845, loss: 1.2845, grad_norm: 4.9940 2020-07-21 06:18:13,160 - mmaction - INFO - Epoch [248][240/1253] lr: 9.140e-04, eta: 3:42:18, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.6854, top5_acc: 0.8643, loss_cls: 1.2904, loss: 1.2904, grad_norm: 5.1450 2020-07-21 06:18:34,670 - mmaction - INFO - Epoch [248][260/1253] lr: 9.140e-04, eta: 3:41:53, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.6971, top5_acc: 0.8685, loss_cls: 1.2662, loss: 1.2662, grad_norm: 4.9725 2020-07-21 06:18:56,035 - mmaction - INFO - Epoch [248][280/1253] lr: 9.140e-04, eta: 3:41:29, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6958, top5_acc: 0.8643, loss_cls: 1.2853, loss: 1.2853, grad_norm: 4.9858 2020-07-21 06:19:17,350 - mmaction - INFO - Epoch [248][300/1253] lr: 9.140e-04, eta: 3:41:05, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.7003, top5_acc: 0.8695, loss_cls: 1.2549, loss: 1.2549, grad_norm: 5.0203 2020-07-21 06:19:38,836 - mmaction - INFO - Epoch [248][320/1253] lr: 9.140e-04, eta: 3:40:41, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.7036, top5_acc: 0.8724, loss_cls: 1.2382, loss: 1.2382, grad_norm: 4.9076 2020-07-21 06:20:00,124 - mmaction - INFO - Epoch [248][340/1253] lr: 9.140e-04, eta: 3:40:16, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.7013, top5_acc: 0.8674, loss_cls: 1.2604, loss: 1.2604, grad_norm: 4.9663 2020-07-21 06:20:21,510 - mmaction - INFO - Epoch [248][360/1253] lr: 9.140e-04, eta: 3:39:52, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.6997, top5_acc: 0.8729, loss_cls: 1.2404, loss: 1.2404, grad_norm: 4.9698 2020-07-21 06:20:42,842 - mmaction - INFO - Epoch [248][380/1253] lr: 9.140e-04, eta: 3:39:28, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6810, top5_acc: 0.8557, loss_cls: 1.3213, loss: 1.3213, grad_norm: 5.1129 2020-07-21 06:21:04,650 - mmaction - INFO - Epoch [248][400/1253] lr: 9.140e-04, eta: 3:39:03, time: 1.090, data_time: 0.001, memory: 9059, top1_acc: 0.6898, top5_acc: 0.8633, loss_cls: 1.2954, loss: 1.2954, grad_norm: 5.1118 2020-07-21 06:21:26,184 - mmaction - INFO - Epoch [248][420/1253] lr: 9.140e-04, eta: 3:38:39, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.7068, top5_acc: 0.8677, loss_cls: 1.2362, loss: 1.2362, grad_norm: 4.8810 2020-07-21 06:21:47,510 - mmaction - INFO - Epoch [248][440/1253] lr: 9.140e-04, eta: 3:38:15, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6930, top5_acc: 0.8630, loss_cls: 1.2950, loss: 1.2950, grad_norm: 5.0405 2020-07-21 06:22:09,037 - mmaction - INFO - Epoch [248][460/1253] lr: 9.140e-04, eta: 3:37:51, time: 1.077, data_time: 0.001, memory: 9059, top1_acc: 0.6909, top5_acc: 0.8622, loss_cls: 1.3091, loss: 1.3091, grad_norm: 4.9993 2020-07-21 06:22:30,297 - mmaction - INFO - Epoch [248][480/1253] lr: 9.140e-04, eta: 3:37:26, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.7151, top5_acc: 0.8693, loss_cls: 1.2244, loss: 1.2244, grad_norm: 4.8200 2020-07-21 06:22:51,825 - mmaction - INFO - Epoch [248][500/1253] lr: 9.140e-04, eta: 3:37:02, time: 1.077, data_time: 0.001, memory: 9059, top1_acc: 0.6984, top5_acc: 0.8638, loss_cls: 1.2671, loss: 1.2671, grad_norm: 4.9379 2020-07-21 06:23:13,660 - mmaction - INFO - Epoch [248][520/1253] lr: 9.140e-04, eta: 3:36:38, time: 1.091, data_time: 0.001, memory: 9059, top1_acc: 0.7031, top5_acc: 0.8719, loss_cls: 1.2459, loss: 1.2459, grad_norm: 4.9669 2020-07-21 06:23:35,225 - mmaction - INFO - Epoch [248][540/1253] lr: 9.140e-04, eta: 3:36:13, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.7099, top5_acc: 0.8740, loss_cls: 1.2392, loss: 1.2392, grad_norm: 4.8718 2020-07-21 06:23:56,483 - mmaction - INFO - Epoch [248][560/1253] lr: 9.140e-04, eta: 3:35:49, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6982, top5_acc: 0.8622, loss_cls: 1.2614, loss: 1.2614, grad_norm: 4.9148 2020-07-21 06:24:18,437 - mmaction - INFO - Epoch [248][580/1253] lr: 9.140e-04, eta: 3:35:25, time: 1.097, data_time: 0.001, memory: 9059, top1_acc: 0.6891, top5_acc: 0.8591, loss_cls: 1.2946, loss: 1.2946, grad_norm: 5.0472 2020-07-21 06:24:39,745 - mmaction - INFO - Epoch [248][600/1253] lr: 9.140e-04, eta: 3:35:01, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6914, top5_acc: 0.8672, loss_cls: 1.2811, loss: 1.2811, grad_norm: 5.0492 2020-07-21 06:25:01,110 - mmaction - INFO - Epoch [248][620/1253] lr: 9.140e-04, eta: 3:34:36, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.6964, top5_acc: 0.8641, loss_cls: 1.2847, loss: 1.2847, grad_norm: 4.9921 2020-07-21 06:25:22,373 - mmaction - INFO - Epoch [248][640/1253] lr: 9.140e-04, eta: 3:34:12, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.7193, top5_acc: 0.8667, loss_cls: 1.1862, loss: 1.1862, grad_norm: 4.7499 2020-07-21 06:25:43,894 - mmaction - INFO - Epoch [248][660/1253] lr: 9.140e-04, eta: 3:33:48, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.6964, top5_acc: 0.8633, loss_cls: 1.2654, loss: 1.2654, grad_norm: 4.9623 2020-07-21 06:26:05,446 - mmaction - INFO - Epoch [248][680/1253] lr: 9.140e-04, eta: 3:33:23, time: 1.081, data_time: 0.007, memory: 9059, top1_acc: 0.6979, top5_acc: 0.8708, loss_cls: 1.2472, loss: 1.2472, grad_norm: 4.9983 2020-07-21 06:26:26,674 - mmaction - INFO - Epoch [248][700/1253] lr: 9.140e-04, eta: 3:32:59, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.6951, top5_acc: 0.8669, loss_cls: 1.2931, loss: 1.2931, grad_norm: 4.9895 2020-07-21 06:26:48,134 - mmaction - INFO - Epoch [248][720/1253] lr: 9.140e-04, eta: 3:32:35, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.7029, top5_acc: 0.8737, loss_cls: 1.2508, loss: 1.2508, grad_norm: 4.9936 2020-07-21 06:27:09,505 - mmaction - INFO - Epoch [248][740/1253] lr: 9.140e-04, eta: 3:32:11, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.7018, top5_acc: 0.8659, loss_cls: 1.2736, loss: 1.2736, grad_norm: 5.0363 2020-07-21 06:27:30,991 - mmaction - INFO - Epoch [248][760/1253] lr: 9.140e-04, eta: 3:31:46, time: 1.075, data_time: 0.003, memory: 9059, top1_acc: 0.6987, top5_acc: 0.8638, loss_cls: 1.2666, loss: 1.2666, grad_norm: 4.9386 2020-07-21 06:27:52,378 - mmaction - INFO - Epoch [248][780/1253] lr: 9.140e-04, eta: 3:31:22, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.6880, top5_acc: 0.8539, loss_cls: 1.3054, loss: 1.3054, grad_norm: 5.0111 2020-07-21 06:28:14,218 - mmaction - INFO - Epoch [248][800/1253] lr: 9.140e-04, eta: 3:30:58, time: 1.090, data_time: 0.002, memory: 9059, top1_acc: 0.7047, top5_acc: 0.8703, loss_cls: 1.2457, loss: 1.2457, grad_norm: 5.0475 2020-07-21 06:28:35,547 - mmaction - INFO - Epoch [248][820/1253] lr: 9.140e-04, eta: 3:30:33, time: 1.068, data_time: 0.004, memory: 9059, top1_acc: 0.6891, top5_acc: 0.8630, loss_cls: 1.2978, loss: 1.2978, grad_norm: 5.0126 2020-07-21 06:28:56,809 - mmaction - INFO - Epoch [248][840/1253] lr: 9.140e-04, eta: 3:30:09, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6995, top5_acc: 0.8651, loss_cls: 1.2709, loss: 1.2709, grad_norm: 5.0010 2020-07-21 06:29:18,281 - mmaction - INFO - Epoch [248][860/1253] lr: 9.140e-04, eta: 3:29:45, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.6966, top5_acc: 0.8638, loss_cls: 1.3016, loss: 1.3016, grad_norm: 5.0629 2020-07-21 06:29:39,959 - mmaction - INFO - Epoch [248][880/1253] lr: 9.140e-04, eta: 3:29:21, time: 1.087, data_time: 0.004, memory: 9059, top1_acc: 0.6969, top5_acc: 0.8669, loss_cls: 1.2646, loss: 1.2646, grad_norm: 4.8598 2020-07-21 06:30:01,321 - mmaction - INFO - Epoch [248][900/1253] lr: 9.140e-04, eta: 3:28:56, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6958, top5_acc: 0.8727, loss_cls: 1.2463, loss: 1.2463, grad_norm: 4.9238 2020-07-21 06:30:23,649 - mmaction - INFO - Epoch [248][920/1253] lr: 9.140e-04, eta: 3:28:32, time: 1.116, data_time: 0.002, memory: 9059, top1_acc: 0.7044, top5_acc: 0.8680, loss_cls: 1.2242, loss: 1.2242, grad_norm: 4.9413 2020-07-21 06:30:45,141 - mmaction - INFO - Epoch [248][940/1253] lr: 9.140e-04, eta: 3:28:08, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.6875, top5_acc: 0.8576, loss_cls: 1.3138, loss: 1.3138, grad_norm: 5.0756 2020-07-21 06:31:06,653 - mmaction - INFO - Epoch [248][960/1253] lr: 9.140e-04, eta: 3:27:43, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.7016, top5_acc: 0.8607, loss_cls: 1.2627, loss: 1.2627, grad_norm: 4.8957 2020-07-21 06:31:28,008 - mmaction - INFO - Epoch [248][980/1253] lr: 9.140e-04, eta: 3:27:19, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6826, top5_acc: 0.8570, loss_cls: 1.3084, loss: 1.3084, grad_norm: 5.1031 2020-07-21 06:31:49,247 - mmaction - INFO - Epoch [248][1000/1253] lr: 9.140e-04, eta: 3:26:55, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.6940, top5_acc: 0.8573, loss_cls: 1.3185, loss: 1.3185, grad_norm: 5.0280 2020-07-21 06:32:10,672 - mmaction - INFO - Epoch [248][1020/1253] lr: 9.140e-04, eta: 3:26:31, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.6943, top5_acc: 0.8542, loss_cls: 1.3144, loss: 1.3144, grad_norm: 5.0072 2020-07-21 06:32:32,156 - mmaction - INFO - Epoch [248][1040/1253] lr: 9.140e-04, eta: 3:26:06, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.6953, top5_acc: 0.8573, loss_cls: 1.3163, loss: 1.3163, grad_norm: 5.0274 2020-07-21 06:32:53,521 - mmaction - INFO - Epoch [248][1060/1253] lr: 9.140e-04, eta: 3:25:42, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6951, top5_acc: 0.8604, loss_cls: 1.2821, loss: 1.2821, grad_norm: 5.0114 2020-07-21 06:33:14,872 - mmaction - INFO - Epoch [248][1080/1253] lr: 9.140e-04, eta: 3:25:18, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.6922, top5_acc: 0.8659, loss_cls: 1.2718, loss: 1.2718, grad_norm: 4.9753 2020-07-21 06:33:36,161 - mmaction - INFO - Epoch [248][1100/1253] lr: 9.140e-04, eta: 3:24:54, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.6940, top5_acc: 0.8630, loss_cls: 1.2873, loss: 1.2873, grad_norm: 4.9994 2020-07-21 06:33:57,612 - mmaction - INFO - Epoch [248][1120/1253] lr: 9.140e-04, eta: 3:24:29, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.6943, top5_acc: 0.8591, loss_cls: 1.3068, loss: 1.3068, grad_norm: 5.0119 2020-07-21 06:34:18,938 - mmaction - INFO - Epoch [248][1140/1253] lr: 9.140e-04, eta: 3:24:05, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6992, top5_acc: 0.8651, loss_cls: 1.2689, loss: 1.2689, grad_norm: 5.1262 2020-07-21 06:34:40,169 - mmaction - INFO - Epoch [248][1160/1253] lr: 9.140e-04, eta: 3:23:41, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.6831, top5_acc: 0.8677, loss_cls: 1.2880, loss: 1.2880, grad_norm: 5.0902 2020-07-21 06:35:01,515 - mmaction - INFO - Epoch [248][1180/1253] lr: 9.140e-04, eta: 3:23:16, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.7047, top5_acc: 0.8661, loss_cls: 1.2599, loss: 1.2599, grad_norm: 4.9202 2020-07-21 06:35:22,894 - mmaction - INFO - Epoch [248][1200/1253] lr: 9.140e-04, eta: 3:22:52, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6818, top5_acc: 0.8677, loss_cls: 1.2794, loss: 1.2794, grad_norm: 5.1735 2020-07-21 06:35:44,194 - mmaction - INFO - Epoch [248][1220/1253] lr: 9.140e-04, eta: 3:22:28, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6971, top5_acc: 0.8690, loss_cls: 1.2614, loss: 1.2614, grad_norm: 4.9697 2020-07-21 06:36:05,457 - mmaction - INFO - Epoch [248][1240/1253] lr: 9.140e-04, eta: 3:22:04, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6958, top5_acc: 0.8680, loss_cls: 1.2619, loss: 1.2619, grad_norm: 5.0508 2020-07-21 06:36:26,782 - mmaction - INFO - Saving checkpoint at 248 epochs 2020-07-21 06:39:33,451 - mmaction - INFO - Epoch [249][20/1253] lr: 7.223e-04, eta: 3:21:30, time: 9.218, data_time: 8.057, memory: 9059, top1_acc: 0.7104, top5_acc: 0.8690, loss_cls: 1.2294, loss: 1.2294, grad_norm: 4.8550 2020-07-21 06:39:54,621 - mmaction - INFO - Epoch [249][40/1253] lr: 7.223e-04, eta: 3:21:05, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.6997, top5_acc: 0.8638, loss_cls: 1.2702, loss: 1.2702, grad_norm: 4.9346 2020-07-21 06:40:15,960 - mmaction - INFO - Epoch [249][60/1253] lr: 7.223e-04, eta: 3:20:41, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6904, top5_acc: 0.8677, loss_cls: 1.2639, loss: 1.2639, grad_norm: 4.9364 2020-07-21 06:40:37,135 - mmaction - INFO - Epoch [249][80/1253] lr: 7.223e-04, eta: 3:20:17, time: 1.061, data_time: 0.004, memory: 9059, top1_acc: 0.7016, top5_acc: 0.8737, loss_cls: 1.2268, loss: 1.2268, grad_norm: 4.9792 2020-07-21 06:40:58,266 - mmaction - INFO - Epoch [249][100/1253] lr: 7.223e-04, eta: 3:19:53, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.6990, top5_acc: 0.8635, loss_cls: 1.2686, loss: 1.2686, grad_norm: 4.9344 2020-07-21 06:41:19,502 - mmaction - INFO - Epoch [249][120/1253] lr: 7.223e-04, eta: 3:19:28, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.6852, top5_acc: 0.8633, loss_cls: 1.2918, loss: 1.2918, grad_norm: 5.0115 2020-07-21 06:41:40,832 - mmaction - INFO - Epoch [249][140/1253] lr: 7.223e-04, eta: 3:19:04, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.7099, top5_acc: 0.8719, loss_cls: 1.2182, loss: 1.2182, grad_norm: 4.8808 2020-07-21 06:42:01,946 - mmaction - INFO - Epoch [249][160/1253] lr: 7.223e-04, eta: 3:18:40, time: 1.056, data_time: 0.001, memory: 9059, top1_acc: 0.7013, top5_acc: 0.8763, loss_cls: 1.2245, loss: 1.2245, grad_norm: 4.9743 2020-07-21 06:42:23,370 - mmaction - INFO - Epoch [249][180/1253] lr: 7.223e-04, eta: 3:18:15, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.7021, top5_acc: 0.8677, loss_cls: 1.2442, loss: 1.2442, grad_norm: 4.9348 2020-07-21 06:42:44,740 - mmaction - INFO - Epoch [249][200/1253] lr: 7.223e-04, eta: 3:17:51, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6961, top5_acc: 0.8615, loss_cls: 1.2513, loss: 1.2513, grad_norm: 4.9748 2020-07-21 06:43:06,219 - mmaction - INFO - Epoch [249][220/1253] lr: 7.223e-04, eta: 3:17:27, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.7039, top5_acc: 0.8698, loss_cls: 1.2448, loss: 1.2448, grad_norm: 4.9781 2020-07-21 06:43:27,935 - mmaction - INFO - Epoch [249][240/1253] lr: 7.223e-04, eta: 3:17:03, time: 1.085, data_time: 0.001, memory: 9059, top1_acc: 0.6919, top5_acc: 0.8628, loss_cls: 1.2831, loss: 1.2831, grad_norm: 5.1002 2020-07-21 06:43:49,165 - mmaction - INFO - Epoch [249][260/1253] lr: 7.223e-04, eta: 3:16:38, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.6945, top5_acc: 0.8599, loss_cls: 1.2905, loss: 1.2905, grad_norm: 5.0799 2020-07-21 06:44:10,519 - mmaction - INFO - Epoch [249][280/1253] lr: 7.223e-04, eta: 3:16:14, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6964, top5_acc: 0.8698, loss_cls: 1.2581, loss: 1.2581, grad_norm: 5.0302 2020-07-21 06:44:31,807 - mmaction - INFO - Epoch [249][300/1253] lr: 7.223e-04, eta: 3:15:50, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.7021, top5_acc: 0.8745, loss_cls: 1.2249, loss: 1.2249, grad_norm: 5.0293 2020-07-21 06:44:53,286 - mmaction - INFO - Epoch [249][320/1253] lr: 7.223e-04, eta: 3:15:25, time: 1.075, data_time: 0.003, memory: 9059, top1_acc: 0.7047, top5_acc: 0.8729, loss_cls: 1.2204, loss: 1.2204, grad_norm: 4.9462 2020-07-21 06:45:14,727 - mmaction - INFO - Epoch [249][340/1253] lr: 7.223e-04, eta: 3:15:01, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.7005, top5_acc: 0.8677, loss_cls: 1.2561, loss: 1.2561, grad_norm: 4.9604 2020-07-21 06:45:36,441 - mmaction - INFO - Epoch [249][360/1253] lr: 7.223e-04, eta: 3:14:37, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.6896, top5_acc: 0.8612, loss_cls: 1.2915, loss: 1.2915, grad_norm: 5.0274 2020-07-21 06:45:57,849 - mmaction - INFO - Epoch [249][380/1253] lr: 7.223e-04, eta: 3:14:13, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.7104, top5_acc: 0.8724, loss_cls: 1.2072, loss: 1.2072, grad_norm: 4.8664 2020-07-21 06:46:19,348 - mmaction - INFO - Epoch [249][400/1253] lr: 7.223e-04, eta: 3:13:48, time: 1.074, data_time: 0.001, memory: 9059, top1_acc: 0.7086, top5_acc: 0.8706, loss_cls: 1.2304, loss: 1.2304, grad_norm: 4.9637 2020-07-21 06:46:40,558 - mmaction - INFO - Epoch [249][420/1253] lr: 7.223e-04, eta: 3:13:24, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.6901, top5_acc: 0.8643, loss_cls: 1.2745, loss: 1.2745, grad_norm: 4.9776 2020-07-21 06:47:01,956 - mmaction - INFO - Epoch [249][440/1253] lr: 7.223e-04, eta: 3:13:00, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.6940, top5_acc: 0.8661, loss_cls: 1.2895, loss: 1.2895, grad_norm: 5.0576 2020-07-21 06:47:23,353 - mmaction - INFO - Epoch [249][460/1253] lr: 7.223e-04, eta: 3:12:35, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.7016, top5_acc: 0.8661, loss_cls: 1.2621, loss: 1.2621, grad_norm: 5.0385 2020-07-21 06:47:44,723 - mmaction - INFO - Epoch [249][480/1253] lr: 7.223e-04, eta: 3:12:11, time: 1.071, data_time: 0.004, memory: 9059, top1_acc: 0.6815, top5_acc: 0.8612, loss_cls: 1.3122, loss: 1.3122, grad_norm: 5.0641 2020-07-21 06:48:06,105 - mmaction - INFO - Epoch [249][500/1253] lr: 7.223e-04, eta: 3:11:47, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.6974, top5_acc: 0.8716, loss_cls: 1.2584, loss: 1.2584, grad_norm: 4.9718 2020-07-21 06:48:27,427 - mmaction - INFO - Epoch [249][520/1253] lr: 7.223e-04, eta: 3:11:23, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6984, top5_acc: 0.8708, loss_cls: 1.2560, loss: 1.2560, grad_norm: 5.0828 2020-07-21 06:48:48,905 - mmaction - INFO - Epoch [249][540/1253] lr: 7.223e-04, eta: 3:10:58, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.6943, top5_acc: 0.8607, loss_cls: 1.3087, loss: 1.3087, grad_norm: 5.0831 2020-07-21 06:49:10,153 - mmaction - INFO - Epoch [249][560/1253] lr: 7.223e-04, eta: 3:10:34, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.7036, top5_acc: 0.8646, loss_cls: 1.2571, loss: 1.2571, grad_norm: 4.9276 2020-07-21 06:49:31,468 - mmaction - INFO - Epoch [249][580/1253] lr: 7.223e-04, eta: 3:10:10, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.7003, top5_acc: 0.8727, loss_cls: 1.2488, loss: 1.2488, grad_norm: 5.0702 2020-07-21 06:49:53,098 - mmaction - INFO - Epoch [249][600/1253] lr: 7.223e-04, eta: 3:09:46, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.7076, top5_acc: 0.8740, loss_cls: 1.2450, loss: 1.2450, grad_norm: 4.9445 2020-07-21 06:50:14,470 - mmaction - INFO - Epoch [249][620/1253] lr: 7.223e-04, eta: 3:09:21, time: 1.070, data_time: 0.006, memory: 9059, top1_acc: 0.6831, top5_acc: 0.8591, loss_cls: 1.3279, loss: 1.3279, grad_norm: 5.1530 2020-07-21 06:50:36,103 - mmaction - INFO - Epoch [249][640/1253] lr: 7.223e-04, eta: 3:08:57, time: 1.082, data_time: 0.002, memory: 9059, top1_acc: 0.7036, top5_acc: 0.8669, loss_cls: 1.2442, loss: 1.2442, grad_norm: 5.0153 2020-07-21 06:50:57,704 - mmaction - INFO - Epoch [249][660/1253] lr: 7.223e-04, eta: 3:08:33, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.6911, top5_acc: 0.8604, loss_cls: 1.2921, loss: 1.2921, grad_norm: 5.0135 2020-07-21 06:51:19,164 - mmaction - INFO - Epoch [249][680/1253] lr: 7.223e-04, eta: 3:08:09, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.6969, top5_acc: 0.8685, loss_cls: 1.2625, loss: 1.2625, grad_norm: 5.0667 2020-07-21 06:51:40,614 - mmaction - INFO - Epoch [249][700/1253] lr: 7.223e-04, eta: 3:07:44, time: 1.073, data_time: 0.001, memory: 9059, top1_acc: 0.6906, top5_acc: 0.8604, loss_cls: 1.2847, loss: 1.2847, grad_norm: 4.9879 2020-07-21 06:52:02,401 - mmaction - INFO - Epoch [249][720/1253] lr: 7.223e-04, eta: 3:07:20, time: 1.089, data_time: 0.001, memory: 9059, top1_acc: 0.7065, top5_acc: 0.8706, loss_cls: 1.2249, loss: 1.2249, grad_norm: 4.9241 2020-07-21 06:52:23,735 - mmaction - INFO - Epoch [249][740/1253] lr: 7.223e-04, eta: 3:06:56, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6984, top5_acc: 0.8716, loss_cls: 1.2604, loss: 1.2604, grad_norm: 5.1072 2020-07-21 06:52:45,774 - mmaction - INFO - Epoch [249][760/1253] lr: 7.223e-04, eta: 3:06:31, time: 1.102, data_time: 0.002, memory: 9059, top1_acc: 0.7003, top5_acc: 0.8688, loss_cls: 1.2469, loss: 1.2469, grad_norm: 4.9585 2020-07-21 06:53:07,399 - mmaction - INFO - Epoch [249][780/1253] lr: 7.223e-04, eta: 3:06:07, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.6974, top5_acc: 0.8695, loss_cls: 1.2746, loss: 1.2746, grad_norm: 5.1028 2020-07-21 06:53:29,216 - mmaction - INFO - Epoch [249][800/1253] lr: 7.223e-04, eta: 3:05:43, time: 1.091, data_time: 0.002, memory: 9059, top1_acc: 0.6898, top5_acc: 0.8656, loss_cls: 1.2827, loss: 1.2827, grad_norm: 5.0820 2020-07-21 06:53:50,900 - mmaction - INFO - Epoch [249][820/1253] lr: 7.223e-04, eta: 3:05:19, time: 1.084, data_time: 0.002, memory: 9059, top1_acc: 0.6966, top5_acc: 0.8625, loss_cls: 1.2863, loss: 1.2863, grad_norm: 4.9854 2020-07-21 06:54:12,175 - mmaction - INFO - Epoch [249][840/1253] lr: 7.223e-04, eta: 3:04:54, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6984, top5_acc: 0.8714, loss_cls: 1.2556, loss: 1.2556, grad_norm: 4.9954 2020-07-21 06:54:33,556 - mmaction - INFO - Epoch [249][860/1253] lr: 7.223e-04, eta: 3:04:30, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.6911, top5_acc: 0.8661, loss_cls: 1.2872, loss: 1.2872, grad_norm: 5.1493 2020-07-21 06:54:55,248 - mmaction - INFO - Epoch [249][880/1253] lr: 7.223e-04, eta: 3:04:06, time: 1.084, data_time: 0.002, memory: 9059, top1_acc: 0.6966, top5_acc: 0.8570, loss_cls: 1.2912, loss: 1.2912, grad_norm: 4.9701 2020-07-21 06:55:16,694 - mmaction - INFO - Epoch [249][900/1253] lr: 7.223e-04, eta: 3:03:42, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.6888, top5_acc: 0.8612, loss_cls: 1.3039, loss: 1.3039, grad_norm: 5.0198 2020-07-21 06:55:38,116 - mmaction - INFO - Epoch [249][920/1253] lr: 7.223e-04, eta: 3:03:17, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.7073, top5_acc: 0.8698, loss_cls: 1.2320, loss: 1.2320, grad_norm: 5.0291 2020-07-21 06:56:00,572 - mmaction - INFO - Epoch [249][940/1253] lr: 7.223e-04, eta: 3:02:53, time: 1.122, data_time: 0.002, memory: 9059, top1_acc: 0.6917, top5_acc: 0.8612, loss_cls: 1.2861, loss: 1.2861, grad_norm: 5.1499 2020-07-21 06:56:21,788 - mmaction - INFO - Epoch [249][960/1253] lr: 7.223e-04, eta: 3:02:29, time: 1.061, data_time: 0.003, memory: 9059, top1_acc: 0.6953, top5_acc: 0.8677, loss_cls: 1.2593, loss: 1.2593, grad_norm: 5.1222 2020-07-21 06:56:43,141 - mmaction - INFO - Epoch [249][980/1253] lr: 7.223e-04, eta: 3:02:05, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6997, top5_acc: 0.8604, loss_cls: 1.2798, loss: 1.2798, grad_norm: 5.0186 2020-07-21 06:57:04,545 - mmaction - INFO - Epoch [249][1000/1253] lr: 7.223e-04, eta: 3:01:40, time: 1.070, data_time: 0.001, memory: 9059, top1_acc: 0.6982, top5_acc: 0.8651, loss_cls: 1.2793, loss: 1.2793, grad_norm: 5.0391 2020-07-21 06:57:25,722 - mmaction - INFO - Epoch [249][1020/1253] lr: 7.223e-04, eta: 3:01:16, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.7029, top5_acc: 0.8682, loss_cls: 1.2670, loss: 1.2670, grad_norm: 5.0305 2020-07-21 06:57:47,328 - mmaction - INFO - Epoch [249][1040/1253] lr: 7.223e-04, eta: 3:00:52, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.7096, top5_acc: 0.8690, loss_cls: 1.2182, loss: 1.2182, grad_norm: 4.9214 2020-07-21 06:58:08,716 - mmaction - INFO - Epoch [249][1060/1253] lr: 7.223e-04, eta: 3:00:28, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.6966, top5_acc: 0.8648, loss_cls: 1.2661, loss: 1.2661, grad_norm: 5.0958 2020-07-21 06:58:29,998 - mmaction - INFO - Epoch [249][1080/1253] lr: 7.223e-04, eta: 3:00:03, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.6846, top5_acc: 0.8661, loss_cls: 1.3286, loss: 1.3286, grad_norm: 5.2374 2020-07-21 06:58:51,271 - mmaction - INFO - Epoch [249][1100/1253] lr: 7.223e-04, eta: 2:59:39, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6964, top5_acc: 0.8659, loss_cls: 1.2687, loss: 1.2687, grad_norm: 5.0245 2020-07-21 06:59:12,736 - mmaction - INFO - Epoch [249][1120/1253] lr: 7.223e-04, eta: 2:59:15, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.6935, top5_acc: 0.8682, loss_cls: 1.2570, loss: 1.2570, grad_norm: 5.0273 2020-07-21 06:59:34,190 - mmaction - INFO - Epoch [249][1140/1253] lr: 7.223e-04, eta: 2:58:51, time: 1.071, data_time: 0.001, memory: 9059, top1_acc: 0.6924, top5_acc: 0.8680, loss_cls: 1.2755, loss: 1.2755, grad_norm: 5.0608 2020-07-21 06:59:55,740 - mmaction - INFO - Epoch [249][1160/1253] lr: 7.223e-04, eta: 2:58:26, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.6979, top5_acc: 0.8602, loss_cls: 1.2859, loss: 1.2859, grad_norm: 5.0658 2020-07-21 07:00:25,682 - mmaction - INFO - Epoch [249][1180/1253] lr: 7.223e-04, eta: 2:58:02, time: 1.488, data_time: 0.002, memory: 9059, top1_acc: 0.7112, top5_acc: 0.8688, loss_cls: 1.2313, loss: 1.2313, grad_norm: 4.8823 2020-07-21 07:00:48,653 - mmaction - INFO - Epoch [249][1200/1253] lr: 7.223e-04, eta: 2:57:38, time: 1.157, data_time: 0.019, memory: 9059, top1_acc: 0.6961, top5_acc: 0.8669, loss_cls: 1.2885, loss: 1.2885, grad_norm: 5.0497 2020-07-21 07:01:10,035 - mmaction - INFO - Epoch [249][1220/1253] lr: 7.223e-04, eta: 2:57:14, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.7099, top5_acc: 0.8695, loss_cls: 1.2334, loss: 1.2334, grad_norm: 4.9839 2020-07-21 07:01:31,325 - mmaction - INFO - Epoch [249][1240/1253] lr: 7.223e-04, eta: 2:56:50, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.7070, top5_acc: 0.8721, loss_cls: 1.2308, loss: 1.2308, grad_norm: 4.9771 2020-07-21 07:04:54,970 - mmaction - INFO - Epoch [250][20/1253] lr: 5.531e-04, eta: 2:56:15, time: 9.123, data_time: 7.929, memory: 9059, top1_acc: 0.6883, top5_acc: 0.8565, loss_cls: 1.3252, loss: 1.3252, grad_norm: 5.1584 2020-07-21 07:05:16,169 - mmaction - INFO - Epoch [250][40/1253] lr: 5.531e-04, eta: 2:55:51, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.7029, top5_acc: 0.8656, loss_cls: 1.2623, loss: 1.2623, grad_norm: 5.0364 2020-07-21 07:05:37,515 - mmaction - INFO - Epoch [250][60/1253] lr: 5.531e-04, eta: 2:55:26, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6888, top5_acc: 0.8661, loss_cls: 1.2858, loss: 1.2858, grad_norm: 5.0353 2020-07-21 07:05:58,834 - mmaction - INFO - Epoch [250][80/1253] lr: 5.531e-04, eta: 2:55:02, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.7026, top5_acc: 0.8677, loss_cls: 1.2349, loss: 1.2349, grad_norm: 4.9280 2020-07-21 07:06:20,113 - mmaction - INFO - Epoch [250][100/1253] lr: 5.531e-04, eta: 2:54:38, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.7063, top5_acc: 0.8693, loss_cls: 1.2270, loss: 1.2270, grad_norm: 4.9429 2020-07-21 07:06:41,427 - mmaction - INFO - Epoch [250][120/1253] lr: 5.531e-04, eta: 2:54:14, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.7026, top5_acc: 0.8641, loss_cls: 1.2457, loss: 1.2457, grad_norm: 4.9673 2020-07-21 07:07:02,762 - mmaction - INFO - Epoch [250][140/1253] lr: 5.531e-04, eta: 2:53:49, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6964, top5_acc: 0.8617, loss_cls: 1.2742, loss: 1.2742, grad_norm: 4.9709 2020-07-21 07:07:24,090 - mmaction - INFO - Epoch [250][160/1253] lr: 5.531e-04, eta: 2:53:25, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.7036, top5_acc: 0.8708, loss_cls: 1.2152, loss: 1.2152, grad_norm: 4.8611 2020-07-21 07:07:45,696 - mmaction - INFO - Epoch [250][180/1253] lr: 5.531e-04, eta: 2:53:01, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.7003, top5_acc: 0.8615, loss_cls: 1.2575, loss: 1.2575, grad_norm: 4.9958 2020-07-21 07:08:07,081 - mmaction - INFO - Epoch [250][200/1253] lr: 5.531e-04, eta: 2:52:36, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.6935, top5_acc: 0.8607, loss_cls: 1.2803, loss: 1.2803, grad_norm: 5.0900 2020-07-21 07:08:28,435 - mmaction - INFO - Epoch [250][220/1253] lr: 5.531e-04, eta: 2:52:12, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.7008, top5_acc: 0.8721, loss_cls: 1.2398, loss: 1.2398, grad_norm: 4.9171 2020-07-21 07:08:50,638 - mmaction - INFO - Epoch [250][240/1253] lr: 5.531e-04, eta: 2:51:48, time: 1.111, data_time: 0.002, memory: 9059, top1_acc: 0.6971, top5_acc: 0.8659, loss_cls: 1.2889, loss: 1.2889, grad_norm: 4.9619 2020-07-21 07:09:12,015 - mmaction - INFO - Epoch [250][260/1253] lr: 5.531e-04, eta: 2:51:24, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.7036, top5_acc: 0.8664, loss_cls: 1.2543, loss: 1.2543, grad_norm: 5.0605 2020-07-21 07:09:33,431 - mmaction - INFO - Epoch [250][280/1253] lr: 5.531e-04, eta: 2:50:59, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.7010, top5_acc: 0.8672, loss_cls: 1.2451, loss: 1.2451, grad_norm: 4.9794 2020-07-21 07:09:54,887 - mmaction - INFO - Epoch [250][300/1253] lr: 5.531e-04, eta: 2:50:35, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.7076, top5_acc: 0.8732, loss_cls: 1.2157, loss: 1.2157, grad_norm: 4.9366 2020-07-21 07:10:16,251 - mmaction - INFO - Epoch [250][320/1253] lr: 5.531e-04, eta: 2:50:11, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.6997, top5_acc: 0.8750, loss_cls: 1.2215, loss: 1.2215, grad_norm: 4.9859 2020-07-21 07:10:37,406 - mmaction - INFO - Epoch [250][340/1253] lr: 5.531e-04, eta: 2:49:47, time: 1.057, data_time: 0.001, memory: 9059, top1_acc: 0.7057, top5_acc: 0.8701, loss_cls: 1.2534, loss: 1.2534, grad_norm: 5.0220 2020-07-21 07:10:58,864 - mmaction - INFO - Epoch [250][360/1253] lr: 5.531e-04, eta: 2:49:22, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.6997, top5_acc: 0.8664, loss_cls: 1.2478, loss: 1.2478, grad_norm: 5.0047 2020-07-21 07:11:20,363 - mmaction - INFO - Epoch [250][380/1253] lr: 5.531e-04, eta: 2:48:58, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.7070, top5_acc: 0.8654, loss_cls: 1.2511, loss: 1.2511, grad_norm: 5.0505 2020-07-21 07:11:41,695 - mmaction - INFO - Epoch [250][400/1253] lr: 5.531e-04, eta: 2:48:34, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.7102, top5_acc: 0.8732, loss_cls: 1.2244, loss: 1.2244, grad_norm: 5.0700 2020-07-21 07:12:03,259 - mmaction - INFO - Epoch [250][420/1253] lr: 5.531e-04, eta: 2:48:10, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.7065, top5_acc: 0.8721, loss_cls: 1.2314, loss: 1.2314, grad_norm: 5.0286 2020-07-21 07:12:24,863 - mmaction - INFO - Epoch [250][440/1253] lr: 5.531e-04, eta: 2:47:45, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.7018, top5_acc: 0.8703, loss_cls: 1.2564, loss: 1.2564, grad_norm: 5.1053 2020-07-21 07:12:46,241 - mmaction - INFO - Epoch [250][460/1253] lr: 5.531e-04, eta: 2:47:21, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.7133, top5_acc: 0.8690, loss_cls: 1.2054, loss: 1.2054, grad_norm: 4.9123 2020-07-21 07:13:07,513 - mmaction - INFO - Epoch [250][480/1253] lr: 5.531e-04, eta: 2:46:57, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6940, top5_acc: 0.8654, loss_cls: 1.2741, loss: 1.2741, grad_norm: 5.0913 2020-07-21 07:13:28,943 - mmaction - INFO - Epoch [250][500/1253] lr: 5.531e-04, eta: 2:46:33, time: 1.071, data_time: 0.001, memory: 9059, top1_acc: 0.6935, top5_acc: 0.8693, loss_cls: 1.2788, loss: 1.2788, grad_norm: 5.0982 2020-07-21 07:13:50,125 - mmaction - INFO - Epoch [250][520/1253] lr: 5.531e-04, eta: 2:46:08, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.7159, top5_acc: 0.8654, loss_cls: 1.2056, loss: 1.2056, grad_norm: 4.8658 2020-07-21 07:14:11,470 - mmaction - INFO - Epoch [250][540/1253] lr: 5.531e-04, eta: 2:45:44, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.7013, top5_acc: 0.8721, loss_cls: 1.2715, loss: 1.2715, grad_norm: 5.1182 2020-07-21 07:14:32,831 - mmaction - INFO - Epoch [250][560/1253] lr: 5.531e-04, eta: 2:45:20, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.6888, top5_acc: 0.8565, loss_cls: 1.3198, loss: 1.3198, grad_norm: 5.1159 2020-07-21 07:14:54,911 - mmaction - INFO - Epoch [250][580/1253] lr: 5.531e-04, eta: 2:44:56, time: 1.104, data_time: 0.003, memory: 9059, top1_acc: 0.6839, top5_acc: 0.8620, loss_cls: 1.3152, loss: 1.3152, grad_norm: 5.0771 2020-07-21 07:15:16,312 - mmaction - INFO - Epoch [250][600/1253] lr: 5.531e-04, eta: 2:44:31, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.7083, top5_acc: 0.8690, loss_cls: 1.2499, loss: 1.2499, grad_norm: 5.0177 2020-07-21 07:15:37,813 - mmaction - INFO - Epoch [250][620/1253] lr: 5.531e-04, eta: 2:44:07, time: 1.075, data_time: 0.003, memory: 9059, top1_acc: 0.6867, top5_acc: 0.8625, loss_cls: 1.2923, loss: 1.2923, grad_norm: 5.1548 2020-07-21 07:15:59,363 - mmaction - INFO - Epoch [250][640/1253] lr: 5.531e-04, eta: 2:43:43, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.7005, top5_acc: 0.8706, loss_cls: 1.2552, loss: 1.2552, grad_norm: 5.0349 2020-07-21 07:16:20,993 - mmaction - INFO - Epoch [250][660/1253] lr: 5.531e-04, eta: 2:43:19, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.7042, top5_acc: 0.8622, loss_cls: 1.2754, loss: 1.2754, grad_norm: 4.9126 2020-07-21 07:16:42,276 - mmaction - INFO - Epoch [250][680/1253] lr: 5.531e-04, eta: 2:42:54, time: 1.066, data_time: 0.004, memory: 9059, top1_acc: 0.6977, top5_acc: 0.8703, loss_cls: 1.2472, loss: 1.2472, grad_norm: 5.0096 2020-07-21 07:17:03,854 - mmaction - INFO - Epoch [250][700/1253] lr: 5.531e-04, eta: 2:42:30, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.7042, top5_acc: 0.8693, loss_cls: 1.2369, loss: 1.2369, grad_norm: 4.9394 2020-07-21 07:17:25,336 - mmaction - INFO - Epoch [250][720/1253] lr: 5.531e-04, eta: 2:42:06, time: 1.075, data_time: 0.003, memory: 9059, top1_acc: 0.6953, top5_acc: 0.8682, loss_cls: 1.2663, loss: 1.2663, grad_norm: 5.0525 2020-07-21 07:17:46,926 - mmaction - INFO - Epoch [250][740/1253] lr: 5.531e-04, eta: 2:41:42, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.7018, top5_acc: 0.8633, loss_cls: 1.2709, loss: 1.2709, grad_norm: 5.0323 2020-07-21 07:18:08,193 - mmaction - INFO - Epoch [250][760/1253] lr: 5.531e-04, eta: 2:41:17, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.7120, top5_acc: 0.8773, loss_cls: 1.2055, loss: 1.2055, grad_norm: 4.9232 2020-07-21 07:18:29,904 - mmaction - INFO - Epoch [250][780/1253] lr: 5.531e-04, eta: 2:40:53, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.6930, top5_acc: 0.8656, loss_cls: 1.2831, loss: 1.2831, grad_norm: 5.0521 2020-07-21 07:18:51,177 - mmaction - INFO - Epoch [250][800/1253] lr: 5.531e-04, eta: 2:40:29, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.7010, top5_acc: 0.8740, loss_cls: 1.2342, loss: 1.2342, grad_norm: 4.9738 2020-07-21 07:19:12,473 - mmaction - INFO - Epoch [250][820/1253] lr: 5.531e-04, eta: 2:40:05, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.7135, top5_acc: 0.8703, loss_cls: 1.2141, loss: 1.2141, grad_norm: 4.9555 2020-07-21 07:19:33,651 - mmaction - INFO - Epoch [250][840/1253] lr: 5.531e-04, eta: 2:39:40, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.7021, top5_acc: 0.8628, loss_cls: 1.2512, loss: 1.2512, grad_norm: 5.0274 2020-07-21 07:19:55,184 - mmaction - INFO - Epoch [250][860/1253] lr: 5.531e-04, eta: 2:39:16, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.6836, top5_acc: 0.8630, loss_cls: 1.2932, loss: 1.2932, grad_norm: 5.1673 2020-07-21 07:20:16,703 - mmaction - INFO - Epoch [250][880/1253] lr: 5.531e-04, eta: 2:38:52, time: 1.077, data_time: 0.003, memory: 9059, top1_acc: 0.6859, top5_acc: 0.8609, loss_cls: 1.3063, loss: 1.3063, grad_norm: 5.1000 2020-07-21 07:20:37,906 - mmaction - INFO - Epoch [250][900/1253] lr: 5.531e-04, eta: 2:38:28, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.6974, top5_acc: 0.8578, loss_cls: 1.2814, loss: 1.2814, grad_norm: 5.1012 2020-07-21 07:20:59,420 - mmaction - INFO - Epoch [250][920/1253] lr: 5.531e-04, eta: 2:38:03, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.7094, top5_acc: 0.8711, loss_cls: 1.2230, loss: 1.2230, grad_norm: 4.9030 2020-07-21 07:21:20,778 - mmaction - INFO - Epoch [250][940/1253] lr: 5.531e-04, eta: 2:37:39, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.6974, top5_acc: 0.8698, loss_cls: 1.2515, loss: 1.2515, grad_norm: 4.9737 2020-07-21 07:21:42,118 - mmaction - INFO - Epoch [250][960/1253] lr: 5.531e-04, eta: 2:37:15, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.6901, top5_acc: 0.8589, loss_cls: 1.2918, loss: 1.2918, grad_norm: 5.1234 2020-07-21 07:22:03,625 - mmaction - INFO - Epoch [250][980/1253] lr: 5.531e-04, eta: 2:36:51, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.7104, top5_acc: 0.8732, loss_cls: 1.2177, loss: 1.2177, grad_norm: 4.9770 2020-07-21 07:22:25,128 - mmaction - INFO - Epoch [250][1000/1253] lr: 5.531e-04, eta: 2:36:26, time: 1.076, data_time: 0.003, memory: 9059, top1_acc: 0.6958, top5_acc: 0.8698, loss_cls: 1.2621, loss: 1.2621, grad_norm: 5.1225 2020-07-21 07:22:46,665 - mmaction - INFO - Epoch [250][1020/1253] lr: 5.531e-04, eta: 2:36:02, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.7049, top5_acc: 0.8732, loss_cls: 1.2385, loss: 1.2385, grad_norm: 5.0342 2020-07-21 07:23:07,971 - mmaction - INFO - Epoch [250][1040/1253] lr: 5.531e-04, eta: 2:35:38, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.7167, top5_acc: 0.8711, loss_cls: 1.2167, loss: 1.2167, grad_norm: 4.8923 2020-07-21 07:23:29,522 - mmaction - INFO - Epoch [250][1060/1253] lr: 5.531e-04, eta: 2:35:14, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.7047, top5_acc: 0.8656, loss_cls: 1.2555, loss: 1.2555, grad_norm: 5.0137 2020-07-21 07:23:50,833 - mmaction - INFO - Epoch [250][1080/1253] lr: 5.531e-04, eta: 2:34:49, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6943, top5_acc: 0.8643, loss_cls: 1.2709, loss: 1.2709, grad_norm: 5.0653 2020-07-21 07:24:12,211 - mmaction - INFO - Epoch [250][1100/1253] lr: 5.531e-04, eta: 2:34:25, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.7057, top5_acc: 0.8630, loss_cls: 1.2764, loss: 1.2764, grad_norm: 5.1186 2020-07-21 07:24:33,485 - mmaction - INFO - Epoch [250][1120/1253] lr: 5.531e-04, eta: 2:34:01, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.6911, top5_acc: 0.8680, loss_cls: 1.2538, loss: 1.2538, grad_norm: 5.0396 2020-07-21 07:24:54,856 - mmaction - INFO - Epoch [250][1140/1253] lr: 5.531e-04, eta: 2:33:37, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.7039, top5_acc: 0.8677, loss_cls: 1.2596, loss: 1.2596, grad_norm: 5.0264 2020-07-21 07:25:16,612 - mmaction - INFO - Epoch [250][1160/1253] lr: 5.531e-04, eta: 2:33:12, time: 1.087, data_time: 0.002, memory: 9059, top1_acc: 0.7036, top5_acc: 0.8724, loss_cls: 1.2468, loss: 1.2468, grad_norm: 5.0202 2020-07-21 07:25:37,921 - mmaction - INFO - Epoch [250][1180/1253] lr: 5.531e-04, eta: 2:32:48, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6948, top5_acc: 0.8609, loss_cls: 1.2765, loss: 1.2765, grad_norm: 5.0810 2020-07-21 07:25:59,391 - mmaction - INFO - Epoch [250][1200/1253] lr: 5.531e-04, eta: 2:32:24, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.6943, top5_acc: 0.8685, loss_cls: 1.2824, loss: 1.2824, grad_norm: 5.1134 2020-07-21 07:26:20,721 - mmaction - INFO - Epoch [250][1220/1253] lr: 5.531e-04, eta: 2:32:00, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.6992, top5_acc: 0.8685, loss_cls: 1.2629, loss: 1.2629, grad_norm: 5.1080 2020-07-21 07:26:42,048 - mmaction - INFO - Epoch [250][1240/1253] lr: 5.531e-04, eta: 2:31:35, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6987, top5_acc: 0.8661, loss_cls: 1.2749, loss: 1.2749, grad_norm: 4.9958 2020-07-21 07:30:06,333 - mmaction - INFO - Epoch [251][20/1253] lr: 4.064e-04, eta: 2:31:00, time: 9.240, data_time: 7.741, memory: 9059, top1_acc: 0.7034, top5_acc: 0.8685, loss_cls: 1.2502, loss: 1.2502, grad_norm: 4.9791 2020-07-21 07:30:28,553 - mmaction - INFO - Epoch [251][40/1253] lr: 4.064e-04, eta: 2:30:36, time: 1.111, data_time: 0.004, memory: 9059, top1_acc: 0.7039, top5_acc: 0.8708, loss_cls: 1.2364, loss: 1.2364, grad_norm: 5.0565 2020-07-21 07:30:50,009 - mmaction - INFO - Epoch [251][60/1253] lr: 4.064e-04, eta: 2:30:12, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.6971, top5_acc: 0.8555, loss_cls: 1.2861, loss: 1.2861, grad_norm: 5.0892 2020-07-21 07:31:11,234 - mmaction - INFO - Epoch [251][80/1253] lr: 4.064e-04, eta: 2:29:47, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.6867, top5_acc: 0.8568, loss_cls: 1.3351, loss: 1.3351, grad_norm: 5.1226 2020-07-21 07:31:32,555 - mmaction - INFO - Epoch [251][100/1253] lr: 4.064e-04, eta: 2:29:23, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.7086, top5_acc: 0.8706, loss_cls: 1.2286, loss: 1.2286, grad_norm: 5.0473 2020-07-21 07:31:53,869 - mmaction - INFO - Epoch [251][120/1253] lr: 4.064e-04, eta: 2:28:59, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6901, top5_acc: 0.8591, loss_cls: 1.3131, loss: 1.3131, grad_norm: 4.9716 2020-07-21 07:32:15,197 - mmaction - INFO - Epoch [251][140/1253] lr: 4.064e-04, eta: 2:28:34, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.7008, top5_acc: 0.8651, loss_cls: 1.2649, loss: 1.2649, grad_norm: 4.9386 2020-07-21 07:32:36,451 - mmaction - INFO - Epoch [251][160/1253] lr: 4.064e-04, eta: 2:28:10, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.7107, top5_acc: 0.8643, loss_cls: 1.2164, loss: 1.2164, grad_norm: 4.9738 2020-07-21 07:32:57,745 - mmaction - INFO - Epoch [251][180/1253] lr: 4.064e-04, eta: 2:27:46, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.7023, top5_acc: 0.8669, loss_cls: 1.2606, loss: 1.2606, grad_norm: 4.9903 2020-07-21 07:33:19,047 - mmaction - INFO - Epoch [251][200/1253] lr: 4.064e-04, eta: 2:27:22, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.7026, top5_acc: 0.8729, loss_cls: 1.2191, loss: 1.2191, grad_norm: 4.9354 2020-07-21 07:33:40,356 - mmaction - INFO - Epoch [251][220/1253] lr: 4.064e-04, eta: 2:26:57, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.7065, top5_acc: 0.8708, loss_cls: 1.2396, loss: 1.2396, grad_norm: 4.9770 2020-07-21 07:34:01,532 - mmaction - INFO - Epoch [251][240/1253] lr: 4.064e-04, eta: 2:26:33, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.6846, top5_acc: 0.8594, loss_cls: 1.3019, loss: 1.3019, grad_norm: 5.1702 2020-07-21 07:34:23,431 - mmaction - INFO - Epoch [251][260/1253] lr: 4.064e-04, eta: 2:26:09, time: 1.095, data_time: 0.002, memory: 9059, top1_acc: 0.6943, top5_acc: 0.8526, loss_cls: 1.3073, loss: 1.3073, grad_norm: 5.0428 2020-07-21 07:34:44,807 - mmaction - INFO - Epoch [251][280/1253] lr: 4.064e-04, eta: 2:25:45, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.7005, top5_acc: 0.8677, loss_cls: 1.2405, loss: 1.2405, grad_norm: 5.0166 2020-07-21 07:35:06,231 - mmaction - INFO - Epoch [251][300/1253] lr: 4.064e-04, eta: 2:25:21, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.7044, top5_acc: 0.8656, loss_cls: 1.2453, loss: 1.2453, grad_norm: 5.0436 2020-07-21 07:35:28,128 - mmaction - INFO - Epoch [251][320/1253] lr: 4.064e-04, eta: 2:24:56, time: 1.095, data_time: 0.002, memory: 9059, top1_acc: 0.6919, top5_acc: 0.8591, loss_cls: 1.2778, loss: 1.2778, grad_norm: 5.0357 2020-07-21 07:35:49,755 - mmaction - INFO - Epoch [251][340/1253] lr: 4.064e-04, eta: 2:24:32, time: 1.082, data_time: 0.002, memory: 9059, top1_acc: 0.6831, top5_acc: 0.8583, loss_cls: 1.3202, loss: 1.3202, grad_norm: 5.2667 2020-07-21 07:36:11,394 - mmaction - INFO - Epoch [251][360/1253] lr: 4.064e-04, eta: 2:24:08, time: 1.082, data_time: 0.002, memory: 9059, top1_acc: 0.7073, top5_acc: 0.8701, loss_cls: 1.2283, loss: 1.2283, grad_norm: 5.0967 2020-07-21 07:36:32,780 - mmaction - INFO - Epoch [251][380/1253] lr: 4.064e-04, eta: 2:23:44, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.7099, top5_acc: 0.8716, loss_cls: 1.2178, loss: 1.2178, grad_norm: 4.9860 2020-07-21 07:36:54,028 - mmaction - INFO - Epoch [251][400/1253] lr: 4.064e-04, eta: 2:23:19, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.7010, top5_acc: 0.8680, loss_cls: 1.2232, loss: 1.2232, grad_norm: 5.1469 2020-07-21 07:37:15,300 - mmaction - INFO - Epoch [251][420/1253] lr: 4.064e-04, eta: 2:22:55, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6961, top5_acc: 0.8677, loss_cls: 1.2523, loss: 1.2523, grad_norm: 5.0142 2020-07-21 07:37:36,648 - mmaction - INFO - Epoch [251][440/1253] lr: 4.064e-04, eta: 2:22:31, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.6945, top5_acc: 0.8701, loss_cls: 1.2575, loss: 1.2575, grad_norm: 5.0924 2020-07-21 07:37:58,121 - mmaction - INFO - Epoch [251][460/1253] lr: 4.064e-04, eta: 2:22:07, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.7073, top5_acc: 0.8753, loss_cls: 1.2187, loss: 1.2187, grad_norm: 5.0237 2020-07-21 07:38:19,723 - mmaction - INFO - Epoch [251][480/1253] lr: 4.064e-04, eta: 2:21:42, time: 1.080, data_time: 0.001, memory: 9059, top1_acc: 0.6964, top5_acc: 0.8706, loss_cls: 1.2531, loss: 1.2531, grad_norm: 5.1085 2020-07-21 07:38:41,157 - mmaction - INFO - Epoch [251][500/1253] lr: 4.064e-04, eta: 2:21:18, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.7026, top5_acc: 0.8729, loss_cls: 1.2284, loss: 1.2284, grad_norm: 5.0361 2020-07-21 07:39:02,390 - mmaction - INFO - Epoch [251][520/1253] lr: 4.064e-04, eta: 2:20:54, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.7065, top5_acc: 0.8659, loss_cls: 1.2469, loss: 1.2469, grad_norm: 4.9157 2020-07-21 07:39:24,075 - mmaction - INFO - Epoch [251][540/1253] lr: 4.064e-04, eta: 2:20:30, time: 1.085, data_time: 0.002, memory: 9059, top1_acc: 0.7036, top5_acc: 0.8693, loss_cls: 1.2361, loss: 1.2361, grad_norm: 5.0277 2020-07-21 07:39:45,464 - mmaction - INFO - Epoch [251][560/1253] lr: 4.064e-04, eta: 2:20:05, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.6992, top5_acc: 0.8664, loss_cls: 1.2625, loss: 1.2625, grad_norm: 5.0333 2020-07-21 07:40:07,285 - mmaction - INFO - Epoch [251][580/1253] lr: 4.064e-04, eta: 2:19:41, time: 1.092, data_time: 0.002, memory: 9059, top1_acc: 0.7151, top5_acc: 0.8758, loss_cls: 1.2066, loss: 1.2066, grad_norm: 4.9864 2020-07-21 07:40:28,832 - mmaction - INFO - Epoch [251][600/1253] lr: 4.064e-04, eta: 2:19:17, time: 1.077, data_time: 0.001, memory: 9059, top1_acc: 0.7117, top5_acc: 0.8703, loss_cls: 1.2207, loss: 1.2207, grad_norm: 4.9880 2020-07-21 07:40:50,203 - mmaction - INFO - Epoch [251][620/1253] lr: 4.064e-04, eta: 2:18:53, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.7060, top5_acc: 0.8737, loss_cls: 1.2442, loss: 1.2442, grad_norm: 5.0343 2020-07-21 07:41:12,027 - mmaction - INFO - Epoch [251][640/1253] lr: 4.064e-04, eta: 2:18:28, time: 1.093, data_time: 0.011, memory: 9059, top1_acc: 0.6990, top5_acc: 0.8552, loss_cls: 1.2949, loss: 1.2949, grad_norm: 5.1911 2020-07-21 07:41:33,366 - mmaction - INFO - Epoch [251][660/1253] lr: 4.064e-04, eta: 2:18:04, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.7078, top5_acc: 0.8654, loss_cls: 1.2331, loss: 1.2331, grad_norm: 4.9443 2020-07-21 07:41:54,788 - mmaction - INFO - Epoch [251][680/1253] lr: 4.064e-04, eta: 2:17:40, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.7057, top5_acc: 0.8758, loss_cls: 1.2081, loss: 1.2081, grad_norm: 4.9698 2020-07-21 07:42:16,047 - mmaction - INFO - Epoch [251][700/1253] lr: 4.064e-04, eta: 2:17:16, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6862, top5_acc: 0.8628, loss_cls: 1.2972, loss: 1.2972, grad_norm: 5.1767 2020-07-21 07:42:37,218 - mmaction - INFO - Epoch [251][720/1253] lr: 4.064e-04, eta: 2:16:51, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.7023, top5_acc: 0.8612, loss_cls: 1.2834, loss: 1.2834, grad_norm: 5.0223 2020-07-21 07:42:58,394 - mmaction - INFO - Epoch [251][740/1253] lr: 4.064e-04, eta: 2:16:27, time: 1.060, data_time: 0.003, memory: 9059, top1_acc: 0.7094, top5_acc: 0.8818, loss_cls: 1.1981, loss: 1.1981, grad_norm: 4.9442 2020-07-21 07:43:19,556 - mmaction - INFO - Epoch [251][760/1253] lr: 4.064e-04, eta: 2:16:03, time: 1.058, data_time: 0.001, memory: 9059, top1_acc: 0.6891, top5_acc: 0.8648, loss_cls: 1.2944, loss: 1.2944, grad_norm: 5.1418 2020-07-21 07:43:40,808 - mmaction - INFO - Epoch [251][780/1253] lr: 4.064e-04, eta: 2:15:39, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.7060, top5_acc: 0.8682, loss_cls: 1.2564, loss: 1.2564, grad_norm: 5.0152 2020-07-21 07:44:02,110 - mmaction - INFO - Epoch [251][800/1253] lr: 4.064e-04, eta: 2:15:15, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.7070, top5_acc: 0.8729, loss_cls: 1.2107, loss: 1.2107, grad_norm: 4.9332 2020-07-21 07:44:23,347 - mmaction - INFO - Epoch [251][820/1253] lr: 4.064e-04, eta: 2:14:50, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.7076, top5_acc: 0.8742, loss_cls: 1.2099, loss: 1.2099, grad_norm: 4.9664 2020-07-21 07:44:44,569 - mmaction - INFO - Epoch [251][840/1253] lr: 4.064e-04, eta: 2:14:26, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.7044, top5_acc: 0.8760, loss_cls: 1.2159, loss: 1.2159, grad_norm: 5.0696 2020-07-21 07:45:05,755 - mmaction - INFO - Epoch [251][860/1253] lr: 4.064e-04, eta: 2:14:02, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.7003, top5_acc: 0.8758, loss_cls: 1.2326, loss: 1.2326, grad_norm: 5.0256 2020-07-21 07:45:26,966 - mmaction - INFO - Epoch [251][880/1253] lr: 4.064e-04, eta: 2:13:38, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.7076, top5_acc: 0.8792, loss_cls: 1.2055, loss: 1.2055, grad_norm: 5.0332 2020-07-21 07:45:48,303 - mmaction - INFO - Epoch [251][900/1253] lr: 4.064e-04, eta: 2:13:13, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6956, top5_acc: 0.8747, loss_cls: 1.2270, loss: 1.2270, grad_norm: 5.0584 2020-07-21 07:46:09,604 - mmaction - INFO - Epoch [251][920/1253] lr: 4.064e-04, eta: 2:12:49, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.7013, top5_acc: 0.8674, loss_cls: 1.2585, loss: 1.2585, grad_norm: 5.0634 2020-07-21 07:46:31,499 - mmaction - INFO - Epoch [251][940/1253] lr: 4.064e-04, eta: 2:12:25, time: 1.096, data_time: 0.020, memory: 9059, top1_acc: 0.7078, top5_acc: 0.8786, loss_cls: 1.2059, loss: 1.2059, grad_norm: 5.0512 2020-07-21 07:46:53,064 - mmaction - INFO - Epoch [251][960/1253] lr: 4.064e-04, eta: 2:12:01, time: 1.077, data_time: 0.001, memory: 9059, top1_acc: 0.7057, top5_acc: 0.8688, loss_cls: 1.2369, loss: 1.2369, grad_norm: 4.9410 2020-07-21 07:47:14,406 - mmaction - INFO - Epoch [251][980/1253] lr: 4.064e-04, eta: 2:11:36, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.7232, top5_acc: 0.8831, loss_cls: 1.1602, loss: 1.1602, grad_norm: 4.8609 2020-07-21 07:47:35,644 - mmaction - INFO - Epoch [251][1000/1253] lr: 4.064e-04, eta: 2:11:12, time: 1.061, data_time: 0.001, memory: 9059, top1_acc: 0.7060, top5_acc: 0.8669, loss_cls: 1.2428, loss: 1.2428, grad_norm: 4.9802 2020-07-21 07:47:57,045 - mmaction - INFO - Epoch [251][1020/1253] lr: 4.064e-04, eta: 2:10:48, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.6870, top5_acc: 0.8602, loss_cls: 1.2993, loss: 1.2993, grad_norm: 5.1602 2020-07-21 07:48:18,398 - mmaction - INFO - Epoch [251][1040/1253] lr: 4.064e-04, eta: 2:10:24, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6953, top5_acc: 0.8581, loss_cls: 1.2710, loss: 1.2710, grad_norm: 5.0851 2020-07-21 07:48:39,927 - mmaction - INFO - Epoch [251][1060/1253] lr: 4.064e-04, eta: 2:09:59, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.6990, top5_acc: 0.8669, loss_cls: 1.2614, loss: 1.2614, grad_norm: 4.9973 2020-07-21 07:49:01,224 - mmaction - INFO - Epoch [251][1080/1253] lr: 4.064e-04, eta: 2:09:35, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.7049, top5_acc: 0.8716, loss_cls: 1.2163, loss: 1.2163, grad_norm: 4.9754 2020-07-21 07:49:22,472 - mmaction - INFO - Epoch [251][1100/1253] lr: 4.064e-04, eta: 2:09:11, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.7128, top5_acc: 0.8753, loss_cls: 1.2071, loss: 1.2071, grad_norm: 4.9186 2020-07-21 07:49:43,807 - mmaction - INFO - Epoch [251][1120/1253] lr: 4.064e-04, eta: 2:08:47, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.7112, top5_acc: 0.8779, loss_cls: 1.2207, loss: 1.2207, grad_norm: 5.0862 2020-07-21 07:50:05,067 - mmaction - INFO - Epoch [251][1140/1253] lr: 4.064e-04, eta: 2:08:23, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.7036, top5_acc: 0.8729, loss_cls: 1.2264, loss: 1.2264, grad_norm: 5.0047 2020-07-21 07:50:26,308 - mmaction - INFO - Epoch [251][1160/1253] lr: 4.064e-04, eta: 2:07:58, time: 1.061, data_time: 0.001, memory: 9059, top1_acc: 0.6943, top5_acc: 0.8734, loss_cls: 1.2518, loss: 1.2518, grad_norm: 4.9869 2020-07-21 07:50:47,449 - mmaction - INFO - Epoch [251][1180/1253] lr: 4.064e-04, eta: 2:07:34, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.6945, top5_acc: 0.8638, loss_cls: 1.2673, loss: 1.2673, grad_norm: 5.0561 2020-07-21 07:51:08,819 - mmaction - INFO - Epoch [251][1200/1253] lr: 4.064e-04, eta: 2:07:10, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.7034, top5_acc: 0.8711, loss_cls: 1.2166, loss: 1.2166, grad_norm: 5.0098 2020-07-21 07:51:30,206 - mmaction - INFO - Epoch [251][1220/1253] lr: 4.064e-04, eta: 2:06:46, time: 1.072, data_time: 0.004, memory: 9059, top1_acc: 0.7052, top5_acc: 0.8758, loss_cls: 1.2195, loss: 1.2195, grad_norm: 5.0666 2020-07-21 07:51:51,476 - mmaction - INFO - Epoch [251][1240/1253] lr: 4.064e-04, eta: 2:06:21, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.7099, top5_acc: 0.8703, loss_cls: 1.2309, loss: 1.2309, grad_norm: 5.0155 2020-07-21 07:55:11,470 - mmaction - INFO - Epoch [252][20/1253] lr: 2.823e-04, eta: 2:05:45, time: 9.030, data_time: 7.419, memory: 9059, top1_acc: 0.7049, top5_acc: 0.8716, loss_cls: 1.2479, loss: 1.2479, grad_norm: 5.0983 2020-07-21 07:55:33,072 - mmaction - INFO - Epoch [252][40/1253] lr: 2.823e-04, eta: 2:05:21, time: 1.080, data_time: 0.003, memory: 9059, top1_acc: 0.7172, top5_acc: 0.8734, loss_cls: 1.2038, loss: 1.2038, grad_norm: 4.8082 2020-07-21 07:55:55,050 - mmaction - INFO - Epoch [252][60/1253] lr: 2.823e-04, eta: 2:04:57, time: 1.101, data_time: 0.003, memory: 9059, top1_acc: 0.7070, top5_acc: 0.8685, loss_cls: 1.2166, loss: 1.2166, grad_norm: 4.9053 2020-07-21 07:56:16,426 - mmaction - INFO - Epoch [252][80/1253] lr: 2.823e-04, eta: 2:04:32, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.7068, top5_acc: 0.8758, loss_cls: 1.2006, loss: 1.2006, grad_norm: 4.9738 2020-07-21 07:56:37,727 - mmaction - INFO - Epoch [252][100/1253] lr: 2.823e-04, eta: 2:04:08, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.7010, top5_acc: 0.8711, loss_cls: 1.2434, loss: 1.2434, grad_norm: 5.0800 2020-07-21 07:56:59,283 - mmaction - INFO - Epoch [252][120/1253] lr: 2.823e-04, eta: 2:03:44, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.7138, top5_acc: 0.8693, loss_cls: 1.2255, loss: 1.2255, grad_norm: 4.9266 2020-07-21 07:57:20,764 - mmaction - INFO - Epoch [252][140/1253] lr: 2.823e-04, eta: 2:03:20, time: 1.074, data_time: 0.001, memory: 9059, top1_acc: 0.7109, top5_acc: 0.8797, loss_cls: 1.1995, loss: 1.1995, grad_norm: 5.0554 2020-07-21 07:57:41,919 - mmaction - INFO - Epoch [252][160/1253] lr: 2.823e-04, eta: 2:02:56, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.7026, top5_acc: 0.8711, loss_cls: 1.2363, loss: 1.2363, grad_norm: 5.0967 2020-07-21 07:58:03,357 - mmaction - INFO - Epoch [252][180/1253] lr: 2.823e-04, eta: 2:02:31, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.7042, top5_acc: 0.8669, loss_cls: 1.2530, loss: 1.2530, grad_norm: 5.1076 2020-07-21 07:58:24,539 - mmaction - INFO - Epoch [252][200/1253] lr: 2.823e-04, eta: 2:02:07, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.7023, top5_acc: 0.8628, loss_cls: 1.2568, loss: 1.2568, grad_norm: 5.0802 2020-07-21 07:58:45,729 - mmaction - INFO - Epoch [252][220/1253] lr: 2.823e-04, eta: 2:01:43, time: 1.059, data_time: 0.001, memory: 9059, top1_acc: 0.6906, top5_acc: 0.8625, loss_cls: 1.2687, loss: 1.2687, grad_norm: 5.1050 2020-07-21 07:59:07,027 - mmaction - INFO - Epoch [252][240/1253] lr: 2.823e-04, eta: 2:01:19, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.7135, top5_acc: 0.8760, loss_cls: 1.2007, loss: 1.2007, grad_norm: 4.9148 2020-07-21 07:59:28,430 - mmaction - INFO - Epoch [252][260/1253] lr: 2.823e-04, eta: 2:00:54, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.7081, top5_acc: 0.8750, loss_cls: 1.2306, loss: 1.2306, grad_norm: 5.0433 2020-07-21 07:59:49,867 - mmaction - INFO - Epoch [252][280/1253] lr: 2.823e-04, eta: 2:00:30, time: 1.071, data_time: 0.001, memory: 9059, top1_acc: 0.7141, top5_acc: 0.8716, loss_cls: 1.2239, loss: 1.2239, grad_norm: 5.0100 2020-07-21 08:00:20,076 - mmaction - INFO - Epoch [252][300/1253] lr: 2.823e-04, eta: 2:00:06, time: 1.503, data_time: 0.002, memory: 9059, top1_acc: 0.6924, top5_acc: 0.8599, loss_cls: 1.3190, loss: 1.3190, grad_norm: 5.1697 2020-07-21 08:00:41,676 - mmaction - INFO - Epoch [252][320/1253] lr: 2.823e-04, eta: 1:59:42, time: 1.088, data_time: 0.015, memory: 9059, top1_acc: 0.6917, top5_acc: 0.8609, loss_cls: 1.3108, loss: 1.3108, grad_norm: 5.1329 2020-07-21 08:01:03,211 - mmaction - INFO - Epoch [252][340/1253] lr: 2.823e-04, eta: 1:59:18, time: 1.076, data_time: 0.001, memory: 9059, top1_acc: 0.7089, top5_acc: 0.8776, loss_cls: 1.2031, loss: 1.2031, grad_norm: 5.0631 2020-07-21 08:01:24,376 - mmaction - INFO - Epoch [252][360/1253] lr: 2.823e-04, eta: 1:58:53, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.6961, top5_acc: 0.8667, loss_cls: 1.2525, loss: 1.2525, grad_norm: 5.1554 2020-07-21 08:01:45,672 - mmaction - INFO - Epoch [252][380/1253] lr: 2.823e-04, eta: 1:58:29, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.7060, top5_acc: 0.8682, loss_cls: 1.2565, loss: 1.2565, grad_norm: 5.0647 2020-07-21 08:02:07,059 - mmaction - INFO - Epoch [252][400/1253] lr: 2.823e-04, eta: 1:58:05, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.6964, top5_acc: 0.8674, loss_cls: 1.2699, loss: 1.2699, grad_norm: 5.1787 2020-07-21 08:02:28,634 - mmaction - INFO - Epoch [252][420/1253] lr: 2.823e-04, eta: 1:57:41, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.7104, top5_acc: 0.8721, loss_cls: 1.2245, loss: 1.2245, grad_norm: 5.0082 2020-07-21 08:02:49,978 - mmaction - INFO - Epoch [252][440/1253] lr: 2.823e-04, eta: 1:57:17, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.7055, top5_acc: 0.8706, loss_cls: 1.2216, loss: 1.2216, grad_norm: 4.9699 2020-07-21 08:03:11,393 - mmaction - INFO - Epoch [252][460/1253] lr: 2.823e-04, eta: 1:56:52, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.7026, top5_acc: 0.8716, loss_cls: 1.2409, loss: 1.2409, grad_norm: 5.0593 2020-07-21 08:03:32,777 - mmaction - INFO - Epoch [252][480/1253] lr: 2.823e-04, eta: 1:56:28, time: 1.071, data_time: 0.003, memory: 9059, top1_acc: 0.6953, top5_acc: 0.8656, loss_cls: 1.2715, loss: 1.2715, grad_norm: 5.1457 2020-07-21 08:03:53,937 - mmaction - INFO - Epoch [252][500/1253] lr: 2.823e-04, eta: 1:56:04, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.7029, top5_acc: 0.8721, loss_cls: 1.2201, loss: 1.2201, grad_norm: 5.0427 2020-07-21 08:04:15,160 - mmaction - INFO - Epoch [252][520/1253] lr: 2.823e-04, eta: 1:55:40, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.7102, top5_acc: 0.8719, loss_cls: 1.2165, loss: 1.2165, grad_norm: 5.0611 2020-07-21 08:04:36,461 - mmaction - INFO - Epoch [252][540/1253] lr: 2.823e-04, eta: 1:55:15, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.7130, top5_acc: 0.8669, loss_cls: 1.2503, loss: 1.2503, grad_norm: 5.0708 2020-07-21 08:04:57,718 - mmaction - INFO - Epoch [252][560/1253] lr: 2.823e-04, eta: 1:54:51, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.7013, top5_acc: 0.8672, loss_cls: 1.2524, loss: 1.2524, grad_norm: 5.1505 2020-07-21 08:05:19,071 - mmaction - INFO - Epoch [252][580/1253] lr: 2.823e-04, eta: 1:54:27, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.7060, top5_acc: 0.8646, loss_cls: 1.2456, loss: 1.2456, grad_norm: 5.0273 2020-07-21 08:05:40,545 - mmaction - INFO - Epoch [252][600/1253] lr: 2.823e-04, eta: 1:54:03, time: 1.075, data_time: 0.003, memory: 9059, top1_acc: 0.7104, top5_acc: 0.8729, loss_cls: 1.2140, loss: 1.2140, grad_norm: 4.9749 2020-07-21 08:06:01,914 - mmaction - INFO - Epoch [252][620/1253] lr: 2.823e-04, eta: 1:53:38, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.7052, top5_acc: 0.8648, loss_cls: 1.2535, loss: 1.2535, grad_norm: 5.0255 2020-07-21 08:06:23,268 - mmaction - INFO - Epoch [252][640/1253] lr: 2.823e-04, eta: 1:53:14, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.7115, top5_acc: 0.8771, loss_cls: 1.1968, loss: 1.1968, grad_norm: 4.9736 2020-07-21 08:06:45,009 - mmaction - INFO - Epoch [252][660/1253] lr: 2.823e-04, eta: 1:52:50, time: 1.086, data_time: 0.001, memory: 9059, top1_acc: 0.7076, top5_acc: 0.8674, loss_cls: 1.2194, loss: 1.2194, grad_norm: 4.9989 2020-07-21 08:07:06,441 - mmaction - INFO - Epoch [252][680/1253] lr: 2.823e-04, eta: 1:52:26, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.7034, top5_acc: 0.8701, loss_cls: 1.2125, loss: 1.2125, grad_norm: 5.0209 2020-07-21 08:07:28,563 - mmaction - INFO - Epoch [252][700/1253] lr: 2.823e-04, eta: 1:52:02, time: 1.105, data_time: 0.002, memory: 9059, top1_acc: 0.6990, top5_acc: 0.8630, loss_cls: 1.2505, loss: 1.2505, grad_norm: 5.0571 2020-07-21 08:07:50,272 - mmaction - INFO - Epoch [252][720/1253] lr: 2.823e-04, eta: 1:51:37, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.7102, top5_acc: 0.8768, loss_cls: 1.2203, loss: 1.2203, grad_norm: 5.0159 2020-07-21 08:08:11,586 - mmaction - INFO - Epoch [252][740/1253] lr: 2.823e-04, eta: 1:51:13, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6945, top5_acc: 0.8602, loss_cls: 1.2990, loss: 1.2990, grad_norm: 5.1253 2020-07-21 08:08:33,112 - mmaction - INFO - Epoch [252][760/1253] lr: 2.823e-04, eta: 1:50:49, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.6961, top5_acc: 0.8664, loss_cls: 1.2630, loss: 1.2630, grad_norm: 5.0033 2020-07-21 08:08:54,414 - mmaction - INFO - Epoch [252][780/1253] lr: 2.823e-04, eta: 1:50:25, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.6951, top5_acc: 0.8648, loss_cls: 1.2764, loss: 1.2764, grad_norm: 5.0969 2020-07-21 08:09:15,899 - mmaction - INFO - Epoch [252][800/1253] lr: 2.823e-04, eta: 1:50:01, time: 1.074, data_time: 0.001, memory: 9059, top1_acc: 0.7010, top5_acc: 0.8677, loss_cls: 1.2418, loss: 1.2418, grad_norm: 5.0379 2020-07-21 08:09:37,134 - mmaction - INFO - Epoch [252][820/1253] lr: 2.823e-04, eta: 1:49:36, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.7047, top5_acc: 0.8786, loss_cls: 1.2260, loss: 1.2260, grad_norm: 5.0645 2020-07-21 08:09:59,113 - mmaction - INFO - Epoch [252][840/1253] lr: 2.823e-04, eta: 1:49:12, time: 1.100, data_time: 0.003, memory: 9059, top1_acc: 0.7052, top5_acc: 0.8740, loss_cls: 1.2211, loss: 1.2211, grad_norm: 5.0648 2020-07-21 08:10:20,595 - mmaction - INFO - Epoch [252][860/1253] lr: 2.823e-04, eta: 1:48:48, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.7172, top5_acc: 0.8786, loss_cls: 1.1878, loss: 1.1878, grad_norm: 5.0140 2020-07-21 08:10:41,943 - mmaction - INFO - Epoch [252][880/1253] lr: 2.823e-04, eta: 1:48:24, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6977, top5_acc: 0.8740, loss_cls: 1.2244, loss: 1.2244, grad_norm: 5.0115 2020-07-21 08:11:03,900 - mmaction - INFO - Epoch [252][900/1253] lr: 2.823e-04, eta: 1:47:59, time: 1.097, data_time: 0.002, memory: 9059, top1_acc: 0.7104, top5_acc: 0.8646, loss_cls: 1.2431, loss: 1.2431, grad_norm: 4.9492 2020-07-21 08:11:25,256 - mmaction - INFO - Epoch [252][920/1253] lr: 2.823e-04, eta: 1:47:35, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.6995, top5_acc: 0.8742, loss_cls: 1.2373, loss: 1.2373, grad_norm: 5.1599 2020-07-21 08:11:46,608 - mmaction - INFO - Epoch [252][940/1253] lr: 2.823e-04, eta: 1:47:11, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6977, top5_acc: 0.8612, loss_cls: 1.2733, loss: 1.2733, grad_norm: 5.1000 2020-07-21 08:12:07,918 - mmaction - INFO - Epoch [252][960/1253] lr: 2.823e-04, eta: 1:46:47, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6938, top5_acc: 0.8617, loss_cls: 1.2693, loss: 1.2693, grad_norm: 5.0616 2020-07-21 08:12:29,347 - mmaction - INFO - Epoch [252][980/1253] lr: 2.823e-04, eta: 1:46:23, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.7096, top5_acc: 0.8727, loss_cls: 1.2120, loss: 1.2120, grad_norm: 5.0059 2020-07-21 08:12:50,892 - mmaction - INFO - Epoch [252][1000/1253] lr: 2.823e-04, eta: 1:45:58, time: 1.077, data_time: 0.003, memory: 9059, top1_acc: 0.7018, top5_acc: 0.8661, loss_cls: 1.2537, loss: 1.2537, grad_norm: 5.1139 2020-07-21 08:13:12,122 - mmaction - INFO - Epoch [252][1020/1253] lr: 2.823e-04, eta: 1:45:34, time: 1.060, data_time: 0.003, memory: 9059, top1_acc: 0.6969, top5_acc: 0.8638, loss_cls: 1.2918, loss: 1.2918, grad_norm: 5.1719 2020-07-21 08:13:33,860 - mmaction - INFO - Epoch [252][1040/1253] lr: 2.823e-04, eta: 1:45:10, time: 1.089, data_time: 0.004, memory: 9059, top1_acc: 0.6919, top5_acc: 0.8599, loss_cls: 1.2710, loss: 1.2710, grad_norm: 5.1211 2020-07-21 08:13:55,217 - mmaction - INFO - Epoch [252][1060/1253] lr: 2.823e-04, eta: 1:44:46, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.7091, top5_acc: 0.8680, loss_cls: 1.2233, loss: 1.2233, grad_norm: 5.0054 2020-07-21 08:14:16,908 - mmaction - INFO - Epoch [252][1080/1253] lr: 2.823e-04, eta: 1:44:22, time: 1.083, data_time: 0.004, memory: 9059, top1_acc: 0.6951, top5_acc: 0.8690, loss_cls: 1.2583, loss: 1.2583, grad_norm: 5.0249 2020-07-21 08:14:38,172 - mmaction - INFO - Epoch [252][1100/1253] lr: 2.823e-04, eta: 1:43:57, time: 1.068, data_time: 0.005, memory: 9059, top1_acc: 0.7021, top5_acc: 0.8716, loss_cls: 1.2412, loss: 1.2412, grad_norm: 5.0531 2020-07-21 08:14:59,690 - mmaction - INFO - Epoch [252][1120/1253] lr: 2.823e-04, eta: 1:43:33, time: 1.075, data_time: 0.001, memory: 9059, top1_acc: 0.7143, top5_acc: 0.8732, loss_cls: 1.2089, loss: 1.2089, grad_norm: 4.9815 2020-07-21 08:15:21,238 - mmaction - INFO - Epoch [252][1140/1253] lr: 2.823e-04, eta: 1:43:09, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.6995, top5_acc: 0.8654, loss_cls: 1.2491, loss: 1.2491, grad_norm: 5.0752 2020-07-21 08:15:42,609 - mmaction - INFO - Epoch [252][1160/1253] lr: 2.823e-04, eta: 1:42:45, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.7065, top5_acc: 0.8711, loss_cls: 1.2350, loss: 1.2350, grad_norm: 5.0165 2020-07-21 08:16:04,241 - mmaction - INFO - Epoch [252][1180/1253] lr: 2.823e-04, eta: 1:42:20, time: 1.080, data_time: 0.001, memory: 9059, top1_acc: 0.7096, top5_acc: 0.8719, loss_cls: 1.2074, loss: 1.2074, grad_norm: 5.0175 2020-07-21 08:16:25,532 - mmaction - INFO - Epoch [252][1200/1253] lr: 2.823e-04, eta: 1:41:56, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.7003, top5_acc: 0.8651, loss_cls: 1.2718, loss: 1.2718, grad_norm: 5.1071 2020-07-21 08:16:47,056 - mmaction - INFO - Epoch [252][1220/1253] lr: 2.823e-04, eta: 1:41:32, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.6977, top5_acc: 0.8685, loss_cls: 1.2583, loss: 1.2583, grad_norm: 5.0590 2020-07-21 08:17:08,339 - mmaction - INFO - Epoch [252][1240/1253] lr: 2.823e-04, eta: 1:41:08, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.7057, top5_acc: 0.8755, loss_cls: 1.2013, loss: 1.2013, grad_norm: 4.9904 2020-07-21 08:17:32,093 - mmaction - INFO - Saving checkpoint at 252 epochs 2020-07-21 08:21:36,950 - mmaction - INFO - Epoch [253][20/1253] lr: 1.807e-04, eta: 1:40:32, time: 12.170, data_time: 10.974, memory: 9059, top1_acc: 0.7021, top5_acc: 0.8651, loss_cls: 1.2398, loss: 1.2398, grad_norm: 5.0008 2020-07-21 08:21:58,434 - mmaction - INFO - Epoch [253][40/1253] lr: 1.807e-04, eta: 1:40:08, time: 1.075, data_time: 0.003, memory: 9059, top1_acc: 0.7036, top5_acc: 0.8711, loss_cls: 1.2372, loss: 1.2372, grad_norm: 5.0791 2020-07-21 08:22:19,760 - mmaction - INFO - Epoch [253][60/1253] lr: 1.807e-04, eta: 1:39:44, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6956, top5_acc: 0.8641, loss_cls: 1.2794, loss: 1.2794, grad_norm: 5.1401 2020-07-21 08:22:41,084 - mmaction - INFO - Epoch [253][80/1253] lr: 1.807e-04, eta: 1:39:19, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.7008, top5_acc: 0.8706, loss_cls: 1.2673, loss: 1.2673, grad_norm: 5.1334 2020-07-21 08:23:02,409 - mmaction - INFO - Epoch [253][100/1253] lr: 1.807e-04, eta: 1:38:55, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6893, top5_acc: 0.8646, loss_cls: 1.3034, loss: 1.3034, grad_norm: 5.2297 2020-07-21 08:23:23,932 - mmaction - INFO - Epoch [253][120/1253] lr: 1.807e-04, eta: 1:38:31, time: 1.074, data_time: 0.001, memory: 9059, top1_acc: 0.7010, top5_acc: 0.8732, loss_cls: 1.2172, loss: 1.2172, grad_norm: 5.0795 2020-07-21 08:23:45,303 - mmaction - INFO - Epoch [253][140/1253] lr: 1.807e-04, eta: 1:38:07, time: 1.070, data_time: 0.004, memory: 9059, top1_acc: 0.7130, top5_acc: 0.8750, loss_cls: 1.1904, loss: 1.1904, grad_norm: 4.9630 2020-07-21 08:24:06,644 - mmaction - INFO - Epoch [253][160/1253] lr: 1.807e-04, eta: 1:37:43, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.7013, top5_acc: 0.8701, loss_cls: 1.2318, loss: 1.2318, grad_norm: 5.0930 2020-07-21 08:24:28,082 - mmaction - INFO - Epoch [253][180/1253] lr: 1.807e-04, eta: 1:37:18, time: 1.071, data_time: 0.001, memory: 9059, top1_acc: 0.7003, top5_acc: 0.8695, loss_cls: 1.2524, loss: 1.2524, grad_norm: 5.1127 2020-07-21 08:24:49,401 - mmaction - INFO - Epoch [253][200/1253] lr: 1.807e-04, eta: 1:36:54, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.7146, top5_acc: 0.8766, loss_cls: 1.2072, loss: 1.2072, grad_norm: 5.0682 2020-07-21 08:25:10,566 - mmaction - INFO - Epoch [253][220/1253] lr: 1.807e-04, eta: 1:36:30, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.7036, top5_acc: 0.8685, loss_cls: 1.2424, loss: 1.2424, grad_norm: 5.0753 2020-07-21 08:25:31,890 - mmaction - INFO - Epoch [253][240/1253] lr: 1.807e-04, eta: 1:36:06, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.7086, top5_acc: 0.8667, loss_cls: 1.2307, loss: 1.2307, grad_norm: 5.0341 2020-07-21 08:25:53,198 - mmaction - INFO - Epoch [253][260/1253] lr: 1.807e-04, eta: 1:35:41, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.7193, top5_acc: 0.8672, loss_cls: 1.2145, loss: 1.2145, grad_norm: 4.9368 2020-07-21 08:26:14,483 - mmaction - INFO - Epoch [253][280/1253] lr: 1.807e-04, eta: 1:35:17, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.7039, top5_acc: 0.8680, loss_cls: 1.2377, loss: 1.2377, grad_norm: 5.0289 2020-07-21 08:26:35,771 - mmaction - INFO - Epoch [253][300/1253] lr: 1.807e-04, eta: 1:34:53, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.7141, top5_acc: 0.8708, loss_cls: 1.2057, loss: 1.2057, grad_norm: 5.0316 2020-07-21 08:26:57,125 - mmaction - INFO - Epoch [253][320/1253] lr: 1.807e-04, eta: 1:34:29, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.7164, top5_acc: 0.8711, loss_cls: 1.2120, loss: 1.2120, grad_norm: 4.9647 2020-07-21 08:27:18,486 - mmaction - INFO - Epoch [253][340/1253] lr: 1.807e-04, eta: 1:34:05, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.7026, top5_acc: 0.8724, loss_cls: 1.2259, loss: 1.2259, grad_norm: 5.0988 2020-07-21 08:27:40,718 - mmaction - INFO - Epoch [253][360/1253] lr: 1.807e-04, eta: 1:33:40, time: 1.111, data_time: 0.016, memory: 9059, top1_acc: 0.7112, top5_acc: 0.8732, loss_cls: 1.2250, loss: 1.2250, grad_norm: 5.0533 2020-07-21 08:28:03,790 - mmaction - INFO - Epoch [253][380/1253] lr: 1.807e-04, eta: 1:33:16, time: 1.150, data_time: 0.023, memory: 9059, top1_acc: 0.7125, top5_acc: 0.8763, loss_cls: 1.2140, loss: 1.2140, grad_norm: 5.1156 2020-07-21 08:28:25,939 - mmaction - INFO - Epoch [253][400/1253] lr: 1.807e-04, eta: 1:32:52, time: 1.112, data_time: 0.012, memory: 9059, top1_acc: 0.7070, top5_acc: 0.8773, loss_cls: 1.2113, loss: 1.2113, grad_norm: 5.0630 2020-07-21 08:28:47,295 - mmaction - INFO - Epoch [253][420/1253] lr: 1.807e-04, eta: 1:32:28, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.7091, top5_acc: 0.8742, loss_cls: 1.2134, loss: 1.2134, grad_norm: 5.0389 2020-07-21 08:29:08,674 - mmaction - INFO - Epoch [253][440/1253] lr: 1.807e-04, eta: 1:32:04, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.7016, top5_acc: 0.8672, loss_cls: 1.2381, loss: 1.2381, grad_norm: 5.0389 2020-07-21 08:29:29,990 - mmaction - INFO - Epoch [253][460/1253] lr: 1.807e-04, eta: 1:31:39, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.7005, top5_acc: 0.8711, loss_cls: 1.2224, loss: 1.2224, grad_norm: 5.0729 2020-07-21 08:29:52,390 - mmaction - INFO - Epoch [253][480/1253] lr: 1.807e-04, eta: 1:31:15, time: 1.116, data_time: 0.002, memory: 9059, top1_acc: 0.6995, top5_acc: 0.8688, loss_cls: 1.2519, loss: 1.2519, grad_norm: 5.1626 2020-07-21 08:30:14,806 - mmaction - INFO - Epoch [253][500/1253] lr: 1.807e-04, eta: 1:30:51, time: 1.125, data_time: 0.006, memory: 9059, top1_acc: 0.6914, top5_acc: 0.8682, loss_cls: 1.2638, loss: 1.2638, grad_norm: 5.1598 2020-07-21 08:30:36,239 - mmaction - INFO - Epoch [253][520/1253] lr: 1.807e-04, eta: 1:30:27, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.7018, top5_acc: 0.8716, loss_cls: 1.2486, loss: 1.2486, grad_norm: 5.0328 2020-07-21 08:30:57,996 - mmaction - INFO - Epoch [253][540/1253] lr: 1.807e-04, eta: 1:30:03, time: 1.087, data_time: 0.002, memory: 9059, top1_acc: 0.7120, top5_acc: 0.8732, loss_cls: 1.2337, loss: 1.2337, grad_norm: 4.9517 2020-07-21 08:31:19,252 - mmaction - INFO - Epoch [253][560/1253] lr: 1.807e-04, eta: 1:29:38, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.7076, top5_acc: 0.8727, loss_cls: 1.2211, loss: 1.2211, grad_norm: 4.9911 2020-07-21 08:31:40,521 - mmaction - INFO - Epoch [253][580/1253] lr: 1.807e-04, eta: 1:29:14, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.7107, top5_acc: 0.8750, loss_cls: 1.2126, loss: 1.2126, grad_norm: 4.9744 2020-07-21 08:32:01,900 - mmaction - INFO - Epoch [253][600/1253] lr: 1.807e-04, eta: 1:28:50, time: 1.070, data_time: 0.003, memory: 9059, top1_acc: 0.7047, top5_acc: 0.8758, loss_cls: 1.2226, loss: 1.2226, grad_norm: 5.0346 2020-07-21 08:32:23,101 - mmaction - INFO - Epoch [253][620/1253] lr: 1.807e-04, eta: 1:28:26, time: 1.061, data_time: 0.003, memory: 9059, top1_acc: 0.6990, top5_acc: 0.8695, loss_cls: 1.2352, loss: 1.2352, grad_norm: 5.0425 2020-07-21 08:32:44,337 - mmaction - INFO - Epoch [253][640/1253] lr: 1.807e-04, eta: 1:28:01, time: 1.060, data_time: 0.001, memory: 9059, top1_acc: 0.6977, top5_acc: 0.8721, loss_cls: 1.2614, loss: 1.2614, grad_norm: 5.1614 2020-07-21 08:33:05,773 - mmaction - INFO - Epoch [253][660/1253] lr: 1.807e-04, eta: 1:27:37, time: 1.073, data_time: 0.003, memory: 9059, top1_acc: 0.7070, top5_acc: 0.8727, loss_cls: 1.2214, loss: 1.2214, grad_norm: 5.1250 2020-07-21 08:33:26,969 - mmaction - INFO - Epoch [253][680/1253] lr: 1.807e-04, eta: 1:27:13, time: 1.059, data_time: 0.001, memory: 9059, top1_acc: 0.7076, top5_acc: 0.8690, loss_cls: 1.2323, loss: 1.2323, grad_norm: 5.0666 2020-07-21 08:33:48,423 - mmaction - INFO - Epoch [253][700/1253] lr: 1.807e-04, eta: 1:26:49, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.7026, top5_acc: 0.8716, loss_cls: 1.2266, loss: 1.2266, grad_norm: 4.9836 2020-07-21 08:34:10,575 - mmaction - INFO - Epoch [253][720/1253] lr: 1.807e-04, eta: 1:26:25, time: 1.108, data_time: 0.002, memory: 9059, top1_acc: 0.7078, top5_acc: 0.8737, loss_cls: 1.2272, loss: 1.2272, grad_norm: 5.0256 2020-07-21 08:34:31,673 - mmaction - INFO - Epoch [253][740/1253] lr: 1.807e-04, eta: 1:26:00, time: 1.055, data_time: 0.002, memory: 9059, top1_acc: 0.7060, top5_acc: 0.8664, loss_cls: 1.2507, loss: 1.2507, grad_norm: 5.0057 2020-07-21 08:34:52,848 - mmaction - INFO - Epoch [253][760/1253] lr: 1.807e-04, eta: 1:25:36, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.6875, top5_acc: 0.8654, loss_cls: 1.2926, loss: 1.2926, grad_norm: 5.1462 2020-07-21 08:35:14,429 - mmaction - INFO - Epoch [253][780/1253] lr: 1.807e-04, eta: 1:25:12, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.6971, top5_acc: 0.8628, loss_cls: 1.2856, loss: 1.2856, grad_norm: 5.1378 2020-07-21 08:35:35,594 - mmaction - INFO - Epoch [253][800/1253] lr: 1.807e-04, eta: 1:24:48, time: 1.059, data_time: 0.003, memory: 9059, top1_acc: 0.7034, top5_acc: 0.8690, loss_cls: 1.2411, loss: 1.2411, grad_norm: 5.0951 2020-07-21 08:35:56,829 - mmaction - INFO - Epoch [253][820/1253] lr: 1.807e-04, eta: 1:24:24, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.7068, top5_acc: 0.8693, loss_cls: 1.2408, loss: 1.2408, grad_norm: 5.0829 2020-07-21 08:36:18,605 - mmaction - INFO - Epoch [253][840/1253] lr: 1.807e-04, eta: 1:23:59, time: 1.087, data_time: 0.002, memory: 9059, top1_acc: 0.6870, top5_acc: 0.8651, loss_cls: 1.2599, loss: 1.2599, grad_norm: 5.0661 2020-07-21 08:36:39,833 - mmaction - INFO - Epoch [253][860/1253] lr: 1.807e-04, eta: 1:23:35, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.6974, top5_acc: 0.8641, loss_cls: 1.2660, loss: 1.2660, grad_norm: 5.1189 2020-07-21 08:37:01,349 - mmaction - INFO - Epoch [253][880/1253] lr: 1.807e-04, eta: 1:23:11, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.6995, top5_acc: 0.8656, loss_cls: 1.2751, loss: 1.2751, grad_norm: 5.0491 2020-07-21 08:37:22,558 - mmaction - INFO - Epoch [253][900/1253] lr: 1.807e-04, eta: 1:22:47, time: 1.059, data_time: 0.001, memory: 9059, top1_acc: 0.6943, top5_acc: 0.8654, loss_cls: 1.2653, loss: 1.2653, grad_norm: 5.1882 2020-07-21 08:37:44,956 - mmaction - INFO - Epoch [253][920/1253] lr: 1.807e-04, eta: 1:22:23, time: 1.121, data_time: 0.040, memory: 9059, top1_acc: 0.7195, top5_acc: 0.8695, loss_cls: 1.2162, loss: 1.2162, grad_norm: 4.8825 2020-07-21 08:38:06,267 - mmaction - INFO - Epoch [253][940/1253] lr: 1.807e-04, eta: 1:21:58, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6977, top5_acc: 0.8612, loss_cls: 1.2582, loss: 1.2582, grad_norm: 5.0504 2020-07-21 08:38:27,614 - mmaction - INFO - Epoch [253][960/1253] lr: 1.807e-04, eta: 1:21:34, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.6961, top5_acc: 0.8677, loss_cls: 1.2648, loss: 1.2648, grad_norm: 5.0870 2020-07-21 08:38:49,192 - mmaction - INFO - Epoch [253][980/1253] lr: 1.807e-04, eta: 1:21:10, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.7104, top5_acc: 0.8682, loss_cls: 1.2143, loss: 1.2143, grad_norm: 5.0995 2020-07-21 08:39:10,769 - mmaction - INFO - Epoch [253][1000/1253] lr: 1.807e-04, eta: 1:20:46, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.6987, top5_acc: 0.8568, loss_cls: 1.2672, loss: 1.2672, grad_norm: 5.1330 2020-07-21 08:39:32,058 - mmaction - INFO - Epoch [253][1020/1253] lr: 1.807e-04, eta: 1:20:22, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.6930, top5_acc: 0.8667, loss_cls: 1.2751, loss: 1.2751, grad_norm: 5.1352 2020-07-21 08:39:53,414 - mmaction - INFO - Epoch [253][1040/1253] lr: 1.807e-04, eta: 1:19:57, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.7016, top5_acc: 0.8716, loss_cls: 1.2371, loss: 1.2371, grad_norm: 5.1032 2020-07-21 08:40:14,791 - mmaction - INFO - Epoch [253][1060/1253] lr: 1.807e-04, eta: 1:19:33, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.7128, top5_acc: 0.8674, loss_cls: 1.2290, loss: 1.2290, grad_norm: 4.9833 2020-07-21 08:40:35,992 - mmaction - INFO - Epoch [253][1080/1253] lr: 1.807e-04, eta: 1:19:09, time: 1.062, data_time: 0.003, memory: 9059, top1_acc: 0.7120, top5_acc: 0.8747, loss_cls: 1.1766, loss: 1.1766, grad_norm: 4.9216 2020-07-21 08:40:57,225 - mmaction - INFO - Epoch [253][1100/1253] lr: 1.807e-04, eta: 1:18:45, time: 1.061, data_time: 0.001, memory: 9059, top1_acc: 0.6945, top5_acc: 0.8654, loss_cls: 1.2691, loss: 1.2691, grad_norm: 5.1825 2020-07-21 08:41:18,764 - mmaction - INFO - Epoch [253][1120/1253] lr: 1.807e-04, eta: 1:18:21, time: 1.077, data_time: 0.011, memory: 9059, top1_acc: 0.7013, top5_acc: 0.8703, loss_cls: 1.2368, loss: 1.2368, grad_norm: 5.0636 2020-07-21 08:41:39,971 - mmaction - INFO - Epoch [253][1140/1253] lr: 1.807e-04, eta: 1:17:56, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.6974, top5_acc: 0.8643, loss_cls: 1.2460, loss: 1.2460, grad_norm: 5.0393 2020-07-21 08:42:01,413 - mmaction - INFO - Epoch [253][1160/1253] lr: 1.807e-04, eta: 1:17:32, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.7065, top5_acc: 0.8669, loss_cls: 1.2241, loss: 1.2241, grad_norm: 5.0270 2020-07-21 08:42:22,700 - mmaction - INFO - Epoch [253][1180/1253] lr: 1.807e-04, eta: 1:17:08, time: 1.066, data_time: 0.003, memory: 9059, top1_acc: 0.7125, top5_acc: 0.8719, loss_cls: 1.2021, loss: 1.2021, grad_norm: 5.0397 2020-07-21 08:42:44,167 - mmaction - INFO - Epoch [253][1200/1253] lr: 1.807e-04, eta: 1:16:44, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.6956, top5_acc: 0.8622, loss_cls: 1.2597, loss: 1.2597, grad_norm: 5.1695 2020-07-21 08:43:05,515 - mmaction - INFO - Epoch [253][1220/1253] lr: 1.807e-04, eta: 1:16:19, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.6924, top5_acc: 0.8659, loss_cls: 1.2607, loss: 1.2607, grad_norm: 5.1486 2020-07-21 08:43:26,837 - mmaction - INFO - Epoch [253][1240/1253] lr: 1.807e-04, eta: 1:15:55, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.7034, top5_acc: 0.8714, loss_cls: 1.2319, loss: 1.2319, grad_norm: 5.0789 2020-07-21 08:46:59,561 - mmaction - INFO - Epoch [254][20/1253] lr: 1.016e-04, eta: 1:15:18, time: 9.557, data_time: 8.364, memory: 9059, top1_acc: 0.6943, top5_acc: 0.8656, loss_cls: 1.2582, loss: 1.2582, grad_norm: 5.1495 2020-07-21 08:47:20,942 - mmaction - INFO - Epoch [254][40/1253] lr: 1.016e-04, eta: 1:14:54, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.7115, top5_acc: 0.8820, loss_cls: 1.1913, loss: 1.1913, grad_norm: 5.0432 2020-07-21 08:47:42,451 - mmaction - INFO - Epoch [254][60/1253] lr: 1.016e-04, eta: 1:14:29, time: 1.077, data_time: 0.003, memory: 9059, top1_acc: 0.7023, top5_acc: 0.8721, loss_cls: 1.2134, loss: 1.2134, grad_norm: 5.0606 2020-07-21 08:48:03,853 - mmaction - INFO - Epoch [254][80/1253] lr: 1.016e-04, eta: 1:14:05, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.6966, top5_acc: 0.8596, loss_cls: 1.2756, loss: 1.2756, grad_norm: 5.1200 2020-07-21 08:48:25,274 - mmaction - INFO - Epoch [254][100/1253] lr: 1.016e-04, eta: 1:13:41, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.7013, top5_acc: 0.8716, loss_cls: 1.2229, loss: 1.2229, grad_norm: 5.1248 2020-07-21 08:48:46,439 - mmaction - INFO - Epoch [254][120/1253] lr: 1.016e-04, eta: 1:13:17, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.7049, top5_acc: 0.8625, loss_cls: 1.2690, loss: 1.2690, grad_norm: 4.9885 2020-07-21 08:49:07,821 - mmaction - INFO - Epoch [254][140/1253] lr: 1.016e-04, eta: 1:12:52, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.6943, top5_acc: 0.8646, loss_cls: 1.2556, loss: 1.2556, grad_norm: 5.0918 2020-07-21 08:49:29,061 - mmaction - INFO - Epoch [254][160/1253] lr: 1.016e-04, eta: 1:12:28, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.6990, top5_acc: 0.8591, loss_cls: 1.2707, loss: 1.2707, grad_norm: 5.0092 2020-07-21 08:49:50,596 - mmaction - INFO - Epoch [254][180/1253] lr: 1.016e-04, eta: 1:12:04, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.7044, top5_acc: 0.8594, loss_cls: 1.2574, loss: 1.2574, grad_norm: 5.0763 2020-07-21 08:50:11,964 - mmaction - INFO - Epoch [254][200/1253] lr: 1.016e-04, eta: 1:11:40, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.6982, top5_acc: 0.8695, loss_cls: 1.2590, loss: 1.2590, grad_norm: 5.1518 2020-07-21 08:50:33,122 - mmaction - INFO - Epoch [254][220/1253] lr: 1.016e-04, eta: 1:11:16, time: 1.058, data_time: 0.002, memory: 9059, top1_acc: 0.6961, top5_acc: 0.8688, loss_cls: 1.2583, loss: 1.2583, grad_norm: 5.1582 2020-07-21 08:50:54,488 - mmaction - INFO - Epoch [254][240/1253] lr: 1.016e-04, eta: 1:10:51, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.7003, top5_acc: 0.8690, loss_cls: 1.2624, loss: 1.2624, grad_norm: 5.0949 2020-07-21 08:51:15,727 - mmaction - INFO - Epoch [254][260/1253] lr: 1.016e-04, eta: 1:10:27, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.7076, top5_acc: 0.8664, loss_cls: 1.2153, loss: 1.2153, grad_norm: 4.9592 2020-07-21 08:51:37,094 - mmaction - INFO - Epoch [254][280/1253] lr: 1.016e-04, eta: 1:10:03, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.7130, top5_acc: 0.8688, loss_cls: 1.2040, loss: 1.2040, grad_norm: 4.8915 2020-07-21 08:51:58,796 - mmaction - INFO - Epoch [254][300/1253] lr: 1.016e-04, eta: 1:09:39, time: 1.086, data_time: 0.002, memory: 9059, top1_acc: 0.7094, top5_acc: 0.8716, loss_cls: 1.2235, loss: 1.2235, grad_norm: 4.9380 2020-07-21 08:52:20,102 - mmaction - INFO - Epoch [254][320/1253] lr: 1.016e-04, eta: 1:09:15, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.7065, top5_acc: 0.8695, loss_cls: 1.2244, loss: 1.2244, grad_norm: 5.0987 2020-07-21 08:52:41,327 - mmaction - INFO - Epoch [254][340/1253] lr: 1.016e-04, eta: 1:08:50, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.6982, top5_acc: 0.8701, loss_cls: 1.2494, loss: 1.2494, grad_norm: 5.1056 2020-07-21 08:53:02,940 - mmaction - INFO - Epoch [254][360/1253] lr: 1.016e-04, eta: 1:08:26, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.6995, top5_acc: 0.8690, loss_cls: 1.2574, loss: 1.2574, grad_norm: 5.1382 2020-07-21 08:53:24,199 - mmaction - INFO - Epoch [254][380/1253] lr: 1.016e-04, eta: 1:08:02, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.7047, top5_acc: 0.8633, loss_cls: 1.2514, loss: 1.2514, grad_norm: 5.0497 2020-07-21 08:53:45,466 - mmaction - INFO - Epoch [254][400/1253] lr: 1.016e-04, eta: 1:07:38, time: 1.064, data_time: 0.003, memory: 9059, top1_acc: 0.7029, top5_acc: 0.8753, loss_cls: 1.1829, loss: 1.1829, grad_norm: 4.9623 2020-07-21 08:54:06,659 - mmaction - INFO - Epoch [254][420/1253] lr: 1.016e-04, eta: 1:07:14, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.7023, top5_acc: 0.8628, loss_cls: 1.2625, loss: 1.2625, grad_norm: 5.1931 2020-07-21 08:54:28,128 - mmaction - INFO - Epoch [254][440/1253] lr: 1.016e-04, eta: 1:06:49, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.7115, top5_acc: 0.8833, loss_cls: 1.1981, loss: 1.1981, grad_norm: 5.0576 2020-07-21 08:54:49,519 - mmaction - INFO - Epoch [254][460/1253] lr: 1.016e-04, eta: 1:06:25, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.6958, top5_acc: 0.8656, loss_cls: 1.2541, loss: 1.2541, grad_norm: 5.1322 2020-07-21 08:55:10,872 - mmaction - INFO - Epoch [254][480/1253] lr: 1.016e-04, eta: 1:06:01, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.7010, top5_acc: 0.8680, loss_cls: 1.2552, loss: 1.2552, grad_norm: 5.0927 2020-07-21 08:55:32,156 - mmaction - INFO - Epoch [254][500/1253] lr: 1.016e-04, eta: 1:05:37, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6932, top5_acc: 0.8674, loss_cls: 1.2645, loss: 1.2645, grad_norm: 5.1563 2020-07-21 08:55:53,550 - mmaction - INFO - Epoch [254][520/1253] lr: 1.016e-04, eta: 1:05:13, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.7081, top5_acc: 0.8747, loss_cls: 1.1943, loss: 1.1943, grad_norm: 4.9881 2020-07-21 08:56:14,860 - mmaction - INFO - Epoch [254][540/1253] lr: 1.016e-04, eta: 1:04:48, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6951, top5_acc: 0.8596, loss_cls: 1.2808, loss: 1.2808, grad_norm: 5.1321 2020-07-21 08:56:36,442 - mmaction - INFO - Epoch [254][560/1253] lr: 1.016e-04, eta: 1:04:24, time: 1.079, data_time: 0.002, memory: 9059, top1_acc: 0.7013, top5_acc: 0.8737, loss_cls: 1.2234, loss: 1.2234, grad_norm: 5.0793 2020-07-21 08:56:57,705 - mmaction - INFO - Epoch [254][580/1253] lr: 1.016e-04, eta: 1:04:00, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6943, top5_acc: 0.8685, loss_cls: 1.2684, loss: 1.2684, grad_norm: 5.1013 2020-07-21 08:57:18,999 - mmaction - INFO - Epoch [254][600/1253] lr: 1.016e-04, eta: 1:03:36, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.7055, top5_acc: 0.8690, loss_cls: 1.2463, loss: 1.2463, grad_norm: 5.0823 2020-07-21 08:57:40,536 - mmaction - INFO - Epoch [254][620/1253] lr: 1.016e-04, eta: 1:03:12, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.7141, top5_acc: 0.8706, loss_cls: 1.2115, loss: 1.2115, grad_norm: 4.9703 2020-07-21 08:58:03,202 - mmaction - INFO - Epoch [254][640/1253] lr: 1.016e-04, eta: 1:02:47, time: 1.134, data_time: 0.013, memory: 9059, top1_acc: 0.6979, top5_acc: 0.8701, loss_cls: 1.2487, loss: 1.2487, grad_norm: 5.1405 2020-07-21 08:58:25,825 - mmaction - INFO - Epoch [254][660/1253] lr: 1.016e-04, eta: 1:02:23, time: 1.131, data_time: 0.012, memory: 9059, top1_acc: 0.7036, top5_acc: 0.8789, loss_cls: 1.1867, loss: 1.1867, grad_norm: 5.0058 2020-07-21 08:58:47,768 - mmaction - INFO - Epoch [254][680/1253] lr: 1.016e-04, eta: 1:01:59, time: 1.097, data_time: 0.008, memory: 9059, top1_acc: 0.7122, top5_acc: 0.8773, loss_cls: 1.1933, loss: 1.1933, grad_norm: 5.0671 2020-07-21 08:59:09,196 - mmaction - INFO - Epoch [254][700/1253] lr: 1.016e-04, eta: 1:01:35, time: 1.072, data_time: 0.003, memory: 9059, top1_acc: 0.7039, top5_acc: 0.8708, loss_cls: 1.2290, loss: 1.2290, grad_norm: 5.0036 2020-07-21 08:59:30,488 - mmaction - INFO - Epoch [254][720/1253] lr: 1.016e-04, eta: 1:01:11, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.7073, top5_acc: 0.8734, loss_cls: 1.2093, loss: 1.2093, grad_norm: 5.0317 2020-07-21 08:59:52,287 - mmaction - INFO - Epoch [254][740/1253] lr: 1.016e-04, eta: 1:00:46, time: 1.089, data_time: 0.002, memory: 9059, top1_acc: 0.7073, top5_acc: 0.8740, loss_cls: 1.2168, loss: 1.2168, grad_norm: 5.1182 2020-07-21 09:00:22,570 - mmaction - INFO - Epoch [254][760/1253] lr: 1.016e-04, eta: 1:00:22, time: 1.506, data_time: 0.003, memory: 9059, top1_acc: 0.7042, top5_acc: 0.8638, loss_cls: 1.2305, loss: 1.2305, grad_norm: 5.0927 2020-07-21 09:00:44,283 - mmaction - INFO - Epoch [254][780/1253] lr: 1.016e-04, eta: 0:59:58, time: 1.094, data_time: 0.014, memory: 9059, top1_acc: 0.6997, top5_acc: 0.8695, loss_cls: 1.2419, loss: 1.2419, grad_norm: 5.0373 2020-07-21 09:01:05,610 - mmaction - INFO - Epoch [254][800/1253] lr: 1.016e-04, eta: 0:59:34, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6953, top5_acc: 0.8628, loss_cls: 1.2901, loss: 1.2901, grad_norm: 5.1547 2020-07-21 09:01:26,847 - mmaction - INFO - Epoch [254][820/1253] lr: 1.016e-04, eta: 0:59:10, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.7042, top5_acc: 0.8706, loss_cls: 1.2273, loss: 1.2273, grad_norm: 5.1309 2020-07-21 09:01:48,360 - mmaction - INFO - Epoch [254][840/1253] lr: 1.016e-04, eta: 0:58:46, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.6883, top5_acc: 0.8664, loss_cls: 1.2896, loss: 1.2896, grad_norm: 5.2201 2020-07-21 09:02:09,918 - mmaction - INFO - Epoch [254][860/1253] lr: 1.016e-04, eta: 0:58:21, time: 1.078, data_time: 0.007, memory: 9059, top1_acc: 0.7000, top5_acc: 0.8672, loss_cls: 1.2591, loss: 1.2591, grad_norm: 5.0411 2020-07-21 09:02:31,133 - mmaction - INFO - Epoch [254][880/1253] lr: 1.016e-04, eta: 0:57:57, time: 1.061, data_time: 0.003, memory: 9059, top1_acc: 0.7076, top5_acc: 0.8711, loss_cls: 1.2076, loss: 1.2076, grad_norm: 5.1698 2020-07-21 09:02:52,439 - mmaction - INFO - Epoch [254][900/1253] lr: 1.016e-04, eta: 0:57:33, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6958, top5_acc: 0.8688, loss_cls: 1.2528, loss: 1.2528, grad_norm: 5.1823 2020-07-21 09:03:13,697 - mmaction - INFO - Epoch [254][920/1253] lr: 1.016e-04, eta: 0:57:09, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.7005, top5_acc: 0.8656, loss_cls: 1.2477, loss: 1.2477, grad_norm: 5.0783 2020-07-21 09:03:35,201 - mmaction - INFO - Epoch [254][940/1253] lr: 1.016e-04, eta: 0:56:45, time: 1.075, data_time: 0.001, memory: 9059, top1_acc: 0.6885, top5_acc: 0.8617, loss_cls: 1.2866, loss: 1.2866, grad_norm: 5.1927 2020-07-21 09:03:56,507 - mmaction - INFO - Epoch [254][960/1253] lr: 1.016e-04, eta: 0:56:20, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.7096, top5_acc: 0.8742, loss_cls: 1.2077, loss: 1.2077, grad_norm: 5.1224 2020-07-21 09:04:17,923 - mmaction - INFO - Epoch [254][980/1253] lr: 1.016e-04, eta: 0:55:56, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.7073, top5_acc: 0.8680, loss_cls: 1.2292, loss: 1.2292, grad_norm: 5.0875 2020-07-21 09:04:39,160 - mmaction - INFO - Epoch [254][1000/1253] lr: 1.016e-04, eta: 0:55:32, time: 1.062, data_time: 0.002, memory: 9059, top1_acc: 0.6969, top5_acc: 0.8641, loss_cls: 1.2511, loss: 1.2511, grad_norm: 5.0745 2020-07-21 09:05:00,425 - mmaction - INFO - Epoch [254][1020/1253] lr: 1.016e-04, eta: 0:55:08, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6951, top5_acc: 0.8661, loss_cls: 1.2833, loss: 1.2833, grad_norm: 5.2036 2020-07-21 09:05:21,805 - mmaction - INFO - Epoch [254][1040/1253] lr: 1.016e-04, eta: 0:54:44, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.7086, top5_acc: 0.8685, loss_cls: 1.2139, loss: 1.2139, grad_norm: 5.0093 2020-07-21 09:05:43,107 - mmaction - INFO - Epoch [254][1060/1253] lr: 1.016e-04, eta: 0:54:20, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.7112, top5_acc: 0.8771, loss_cls: 1.2217, loss: 1.2217, grad_norm: 5.1196 2020-07-21 09:06:04,344 - mmaction - INFO - Epoch [254][1080/1253] lr: 1.016e-04, eta: 0:53:55, time: 1.063, data_time: 0.003, memory: 9059, top1_acc: 0.7042, top5_acc: 0.8661, loss_cls: 1.2415, loss: 1.2415, grad_norm: 4.9856 2020-07-21 09:06:25,525 - mmaction - INFO - Epoch [254][1100/1253] lr: 1.016e-04, eta: 0:53:31, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.7010, top5_acc: 0.8628, loss_cls: 1.2591, loss: 1.2591, grad_norm: 5.0662 2020-07-21 09:06:46,894 - mmaction - INFO - Epoch [254][1120/1253] lr: 1.016e-04, eta: 0:53:07, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.7076, top5_acc: 0.8698, loss_cls: 1.2333, loss: 1.2333, grad_norm: 5.0623 2020-07-21 09:07:08,171 - mmaction - INFO - Epoch [254][1140/1253] lr: 1.016e-04, eta: 0:52:43, time: 1.065, data_time: 0.003, memory: 9059, top1_acc: 0.7185, top5_acc: 0.8823, loss_cls: 1.1757, loss: 1.1757, grad_norm: 4.9536 2020-07-21 09:07:29,363 - mmaction - INFO - Epoch [254][1160/1253] lr: 1.016e-04, eta: 0:52:19, time: 1.058, data_time: 0.001, memory: 9059, top1_acc: 0.7112, top5_acc: 0.8706, loss_cls: 1.2193, loss: 1.2193, grad_norm: 5.0563 2020-07-21 09:07:51,813 - mmaction - INFO - Epoch [254][1180/1253] lr: 1.016e-04, eta: 0:51:54, time: 1.123, data_time: 0.003, memory: 9059, top1_acc: 0.7091, top5_acc: 0.8625, loss_cls: 1.2476, loss: 1.2476, grad_norm: 5.0321 2020-07-21 09:08:14,940 - mmaction - INFO - Epoch [254][1200/1253] lr: 1.016e-04, eta: 0:51:30, time: 1.156, data_time: 0.021, memory: 9059, top1_acc: 0.7021, top5_acc: 0.8714, loss_cls: 1.2365, loss: 1.2365, grad_norm: 5.1253 2020-07-21 09:08:37,367 - mmaction - INFO - Epoch [254][1220/1253] lr: 1.016e-04, eta: 0:51:06, time: 1.122, data_time: 0.014, memory: 9059, top1_acc: 0.7000, top5_acc: 0.8703, loss_cls: 1.2391, loss: 1.2391, grad_norm: 5.1348 2020-07-21 09:08:58,938 - mmaction - INFO - Epoch [254][1240/1253] lr: 1.016e-04, eta: 0:50:42, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.6987, top5_acc: 0.8690, loss_cls: 1.2493, loss: 1.2493, grad_norm: 5.1595 2020-07-21 09:12:48,664 - mmaction - INFO - Epoch [255][20/1253] lr: 4.518e-05, eta: 0:50:04, time: 10.304, data_time: 8.931, memory: 9059, top1_acc: 0.7070, top5_acc: 0.8680, loss_cls: 1.2315, loss: 1.2315, grad_norm: 5.0984 2020-07-21 09:13:10,059 - mmaction - INFO - Epoch [255][40/1253] lr: 4.518e-05, eta: 0:49:40, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.7122, top5_acc: 0.8706, loss_cls: 1.1904, loss: 1.1904, grad_norm: 4.9358 2020-07-21 09:13:31,743 - mmaction - INFO - Epoch [255][60/1253] lr: 4.518e-05, eta: 0:49:15, time: 1.084, data_time: 0.002, memory: 9059, top1_acc: 0.7128, top5_acc: 0.8695, loss_cls: 1.2023, loss: 1.2023, grad_norm: 5.0520 2020-07-21 09:13:53,180 - mmaction - INFO - Epoch [255][80/1253] lr: 4.518e-05, eta: 0:48:51, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.7044, top5_acc: 0.8729, loss_cls: 1.2180, loss: 1.2180, grad_norm: 5.0829 2020-07-21 09:14:14,796 - mmaction - INFO - Epoch [255][100/1253] lr: 4.518e-05, eta: 0:48:27, time: 1.080, data_time: 0.001, memory: 9059, top1_acc: 0.6958, top5_acc: 0.8698, loss_cls: 1.2454, loss: 1.2454, grad_norm: 5.1527 2020-07-21 09:14:36,401 - mmaction - INFO - Epoch [255][120/1253] lr: 4.518e-05, eta: 0:48:03, time: 1.081, data_time: 0.002, memory: 9059, top1_acc: 0.7104, top5_acc: 0.8732, loss_cls: 1.2031, loss: 1.2031, grad_norm: 4.9470 2020-07-21 09:14:57,747 - mmaction - INFO - Epoch [255][140/1253] lr: 4.518e-05, eta: 0:47:39, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.7065, top5_acc: 0.8714, loss_cls: 1.2243, loss: 1.2243, grad_norm: 5.1090 2020-07-21 09:15:19,263 - mmaction - INFO - Epoch [255][160/1253] lr: 4.518e-05, eta: 0:47:14, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.7034, top5_acc: 0.8766, loss_cls: 1.2253, loss: 1.2253, grad_norm: 5.1317 2020-07-21 09:15:40,970 - mmaction - INFO - Epoch [255][180/1253] lr: 4.518e-05, eta: 0:46:50, time: 1.083, data_time: 0.003, memory: 9059, top1_acc: 0.7120, top5_acc: 0.8760, loss_cls: 1.2246, loss: 1.2246, grad_norm: 4.9834 2020-07-21 09:16:02,224 - mmaction - INFO - Epoch [255][200/1253] lr: 4.518e-05, eta: 0:46:26, time: 1.066, data_time: 0.005, memory: 9059, top1_acc: 0.7049, top5_acc: 0.8721, loss_cls: 1.2281, loss: 1.2281, grad_norm: 5.0764 2020-07-21 09:16:23,344 - mmaction - INFO - Epoch [255][220/1253] lr: 4.518e-05, eta: 0:46:02, time: 1.055, data_time: 0.002, memory: 9059, top1_acc: 0.7018, top5_acc: 0.8737, loss_cls: 1.2272, loss: 1.2272, grad_norm: 5.0461 2020-07-21 09:16:45,153 - mmaction - INFO - Epoch [255][240/1253] lr: 4.518e-05, eta: 0:45:38, time: 1.092, data_time: 0.003, memory: 9059, top1_acc: 0.7078, top5_acc: 0.8805, loss_cls: 1.1949, loss: 1.1949, grad_norm: 4.9735 2020-07-21 09:17:06,657 - mmaction - INFO - Epoch [255][260/1253] lr: 4.518e-05, eta: 0:45:13, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.6951, top5_acc: 0.8661, loss_cls: 1.2757, loss: 1.2757, grad_norm: 5.1344 2020-07-21 09:17:27,809 - mmaction - INFO - Epoch [255][280/1253] lr: 4.518e-05, eta: 0:44:49, time: 1.057, data_time: 0.002, memory: 9059, top1_acc: 0.7052, top5_acc: 0.8685, loss_cls: 1.2504, loss: 1.2504, grad_norm: 5.1084 2020-07-21 09:17:49,213 - mmaction - INFO - Epoch [255][300/1253] lr: 4.518e-05, eta: 0:44:25, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.7104, top5_acc: 0.8701, loss_cls: 1.2339, loss: 1.2339, grad_norm: 5.0623 2020-07-21 09:18:10,577 - mmaction - INFO - Epoch [255][320/1253] lr: 4.518e-05, eta: 0:44:01, time: 1.069, data_time: 0.001, memory: 9059, top1_acc: 0.7089, top5_acc: 0.8763, loss_cls: 1.2145, loss: 1.2145, grad_norm: 5.0414 2020-07-21 09:18:31,884 - mmaction - INFO - Epoch [255][340/1253] lr: 4.518e-05, eta: 0:43:37, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.7068, top5_acc: 0.8651, loss_cls: 1.2520, loss: 1.2520, grad_norm: 5.0387 2020-07-21 09:18:53,244 - mmaction - INFO - Epoch [255][360/1253] lr: 4.518e-05, eta: 0:43:12, time: 1.069, data_time: 0.003, memory: 9059, top1_acc: 0.7107, top5_acc: 0.8742, loss_cls: 1.1824, loss: 1.1824, grad_norm: 5.0130 2020-07-21 09:19:14,375 - mmaction - INFO - Epoch [255][380/1253] lr: 4.518e-05, eta: 0:42:48, time: 1.056, data_time: 0.002, memory: 9059, top1_acc: 0.7128, top5_acc: 0.8721, loss_cls: 1.1881, loss: 1.1881, grad_norm: 4.9765 2020-07-21 09:19:35,886 - mmaction - INFO - Epoch [255][400/1253] lr: 4.518e-05, eta: 0:42:24, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.6917, top5_acc: 0.8596, loss_cls: 1.2843, loss: 1.2843, grad_norm: 5.1517 2020-07-21 09:19:57,291 - mmaction - INFO - Epoch [255][420/1253] lr: 4.518e-05, eta: 0:42:00, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.6940, top5_acc: 0.8719, loss_cls: 1.2495, loss: 1.2495, grad_norm: 5.1953 2020-07-21 09:20:18,962 - mmaction - INFO - Epoch [255][440/1253] lr: 4.518e-05, eta: 0:41:36, time: 1.085, data_time: 0.003, memory: 9059, top1_acc: 0.6914, top5_acc: 0.8664, loss_cls: 1.2790, loss: 1.2790, grad_norm: 5.1819 2020-07-21 09:20:40,301 - mmaction - INFO - Epoch [255][460/1253] lr: 4.518e-05, eta: 0:41:11, time: 1.067, data_time: 0.001, memory: 9059, top1_acc: 0.7120, top5_acc: 0.8818, loss_cls: 1.1790, loss: 1.1790, grad_norm: 5.0205 2020-07-21 09:21:02,182 - mmaction - INFO - Epoch [255][480/1253] lr: 4.518e-05, eta: 0:40:47, time: 1.094, data_time: 0.001, memory: 9059, top1_acc: 0.6906, top5_acc: 0.8641, loss_cls: 1.2924, loss: 1.2924, grad_norm: 5.1798 2020-07-21 09:21:23,686 - mmaction - INFO - Epoch [255][500/1253] lr: 4.518e-05, eta: 0:40:23, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.7091, top5_acc: 0.8763, loss_cls: 1.2076, loss: 1.2076, grad_norm: 5.0209 2020-07-21 09:21:44,988 - mmaction - INFO - Epoch [255][520/1253] lr: 4.518e-05, eta: 0:39:59, time: 1.065, data_time: 0.004, memory: 9059, top1_acc: 0.6997, top5_acc: 0.8716, loss_cls: 1.2271, loss: 1.2271, grad_norm: 5.1199 2020-07-21 09:22:06,372 - mmaction - INFO - Epoch [255][540/1253] lr: 4.518e-05, eta: 0:39:35, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.7141, top5_acc: 0.8734, loss_cls: 1.2072, loss: 1.2072, grad_norm: 4.9931 2020-07-21 09:22:27,745 - mmaction - INFO - Epoch [255][560/1253] lr: 4.518e-05, eta: 0:39:11, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.6924, top5_acc: 0.8724, loss_cls: 1.2462, loss: 1.2462, grad_norm: 5.1107 2020-07-21 09:22:49,035 - mmaction - INFO - Epoch [255][580/1253] lr: 4.518e-05, eta: 0:38:46, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6948, top5_acc: 0.8674, loss_cls: 1.2488, loss: 1.2488, grad_norm: 5.2086 2020-07-21 09:23:10,380 - mmaction - INFO - Epoch [255][600/1253] lr: 4.518e-05, eta: 0:38:22, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.7039, top5_acc: 0.8695, loss_cls: 1.2337, loss: 1.2337, grad_norm: 5.0062 2020-07-21 09:23:32,106 - mmaction - INFO - Epoch [255][620/1253] lr: 4.518e-05, eta: 0:37:58, time: 1.085, data_time: 0.001, memory: 9059, top1_acc: 0.7005, top5_acc: 0.8646, loss_cls: 1.2701, loss: 1.2701, grad_norm: 5.1518 2020-07-21 09:23:53,959 - mmaction - INFO - Epoch [255][640/1253] lr: 4.518e-05, eta: 0:37:34, time: 1.093, data_time: 0.002, memory: 9059, top1_acc: 0.6914, top5_acc: 0.8630, loss_cls: 1.2794, loss: 1.2794, grad_norm: 5.2050 2020-07-21 09:24:15,334 - mmaction - INFO - Epoch [255][660/1253] lr: 4.518e-05, eta: 0:37:10, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.7109, top5_acc: 0.8724, loss_cls: 1.2229, loss: 1.2229, grad_norm: 5.1148 2020-07-21 09:24:36,604 - mmaction - INFO - Epoch [255][680/1253] lr: 4.518e-05, eta: 0:36:45, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.7065, top5_acc: 0.8716, loss_cls: 1.2511, loss: 1.2511, grad_norm: 5.0160 2020-07-21 09:24:57,885 - mmaction - INFO - Epoch [255][700/1253] lr: 4.518e-05, eta: 0:36:21, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6898, top5_acc: 0.8654, loss_cls: 1.2596, loss: 1.2596, grad_norm: 5.1585 2020-07-21 09:25:19,511 - mmaction - INFO - Epoch [255][720/1253] lr: 4.518e-05, eta: 0:35:57, time: 1.082, data_time: 0.002, memory: 9059, top1_acc: 0.7034, top5_acc: 0.8698, loss_cls: 1.2254, loss: 1.2254, grad_norm: 4.9537 2020-07-21 09:25:40,792 - mmaction - INFO - Epoch [255][740/1253] lr: 4.518e-05, eta: 0:35:33, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.7203, top5_acc: 0.8740, loss_cls: 1.2047, loss: 1.2047, grad_norm: 4.9318 2020-07-21 09:26:02,053 - mmaction - INFO - Epoch [255][760/1253] lr: 4.518e-05, eta: 0:35:09, time: 1.063, data_time: 0.001, memory: 9059, top1_acc: 0.7060, top5_acc: 0.8641, loss_cls: 1.2590, loss: 1.2590, grad_norm: 5.1015 2020-07-21 09:26:23,552 - mmaction - INFO - Epoch [255][780/1253] lr: 4.518e-05, eta: 0:34:45, time: 1.075, data_time: 0.001, memory: 9059, top1_acc: 0.7052, top5_acc: 0.8724, loss_cls: 1.2257, loss: 1.2257, grad_norm: 5.0426 2020-07-21 09:26:44,847 - mmaction - INFO - Epoch [255][800/1253] lr: 4.518e-05, eta: 0:34:20, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.6987, top5_acc: 0.8701, loss_cls: 1.2301, loss: 1.2301, grad_norm: 5.0661 2020-07-21 09:27:06,693 - mmaction - INFO - Epoch [255][820/1253] lr: 4.518e-05, eta: 0:33:56, time: 1.092, data_time: 0.002, memory: 9059, top1_acc: 0.7039, top5_acc: 0.8607, loss_cls: 1.2500, loss: 1.2500, grad_norm: 5.0601 2020-07-21 09:27:28,140 - mmaction - INFO - Epoch [255][840/1253] lr: 4.518e-05, eta: 0:33:32, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.7047, top5_acc: 0.8732, loss_cls: 1.2229, loss: 1.2229, grad_norm: 4.9734 2020-07-21 09:27:49,573 - mmaction - INFO - Epoch [255][860/1253] lr: 4.518e-05, eta: 0:33:08, time: 1.072, data_time: 0.001, memory: 9059, top1_acc: 0.7005, top5_acc: 0.8682, loss_cls: 1.2257, loss: 1.2257, grad_norm: 5.1276 2020-07-21 09:28:11,115 - mmaction - INFO - Epoch [255][880/1253] lr: 4.518e-05, eta: 0:32:44, time: 1.076, data_time: 0.001, memory: 9059, top1_acc: 0.7000, top5_acc: 0.8607, loss_cls: 1.2430, loss: 1.2430, grad_norm: 5.1490 2020-07-21 09:28:32,402 - mmaction - INFO - Epoch [255][900/1253] lr: 4.518e-05, eta: 0:32:20, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.7117, top5_acc: 0.8719, loss_cls: 1.2149, loss: 1.2149, grad_norm: 4.9775 2020-07-21 09:28:53,877 - mmaction - INFO - Epoch [255][920/1253] lr: 4.518e-05, eta: 0:31:55, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.7112, top5_acc: 0.8716, loss_cls: 1.2178, loss: 1.2178, grad_norm: 5.1485 2020-07-21 09:29:15,065 - mmaction - INFO - Epoch [255][940/1253] lr: 4.518e-05, eta: 0:31:31, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.7010, top5_acc: 0.8648, loss_cls: 1.2585, loss: 1.2585, grad_norm: 5.1140 2020-07-21 09:29:36,863 - mmaction - INFO - Epoch [255][960/1253] lr: 4.518e-05, eta: 0:31:07, time: 1.090, data_time: 0.002, memory: 9059, top1_acc: 0.6927, top5_acc: 0.8635, loss_cls: 1.2702, loss: 1.2702, grad_norm: 5.1411 2020-07-21 09:29:58,196 - mmaction - INFO - Epoch [255][980/1253] lr: 4.518e-05, eta: 0:30:43, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.7044, top5_acc: 0.8729, loss_cls: 1.2267, loss: 1.2267, grad_norm: 5.2097 2020-07-21 09:30:20,310 - mmaction - INFO - Epoch [255][1000/1253] lr: 4.518e-05, eta: 0:30:19, time: 1.106, data_time: 0.002, memory: 9059, top1_acc: 0.7070, top5_acc: 0.8789, loss_cls: 1.2139, loss: 1.2139, grad_norm: 5.1320 2020-07-21 09:30:41,633 - mmaction - INFO - Epoch [255][1020/1253] lr: 4.518e-05, eta: 0:29:54, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.7026, top5_acc: 0.8729, loss_cls: 1.2298, loss: 1.2298, grad_norm: 5.0442 2020-07-21 09:31:03,208 - mmaction - INFO - Epoch [255][1040/1253] lr: 4.518e-05, eta: 0:29:30, time: 1.079, data_time: 0.001, memory: 9059, top1_acc: 0.7128, top5_acc: 0.8721, loss_cls: 1.2174, loss: 1.2174, grad_norm: 4.9812 2020-07-21 09:31:24,770 - mmaction - INFO - Epoch [255][1060/1253] lr: 4.518e-05, eta: 0:29:06, time: 1.077, data_time: 0.001, memory: 9059, top1_acc: 0.7125, top5_acc: 0.8732, loss_cls: 1.2271, loss: 1.2271, grad_norm: 4.9428 2020-07-21 09:31:46,139 - mmaction - INFO - Epoch [255][1080/1253] lr: 4.518e-05, eta: 0:28:42, time: 1.068, data_time: 0.009, memory: 9059, top1_acc: 0.7060, top5_acc: 0.8719, loss_cls: 1.2305, loss: 1.2305, grad_norm: 5.0269 2020-07-21 09:32:07,493 - mmaction - INFO - Epoch [255][1100/1253] lr: 4.518e-05, eta: 0:28:18, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.7000, top5_acc: 0.8661, loss_cls: 1.2438, loss: 1.2438, grad_norm: 5.1387 2020-07-21 09:32:28,715 - mmaction - INFO - Epoch [255][1120/1253] lr: 4.518e-05, eta: 0:27:54, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.7089, top5_acc: 0.8659, loss_cls: 1.2424, loss: 1.2424, grad_norm: 4.9830 2020-07-21 09:32:50,183 - mmaction - INFO - Epoch [255][1140/1253] lr: 4.518e-05, eta: 0:27:29, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.7010, top5_acc: 0.8568, loss_cls: 1.2951, loss: 1.2951, grad_norm: 5.1563 2020-07-21 09:33:11,411 - mmaction - INFO - Epoch [255][1160/1253] lr: 4.518e-05, eta: 0:27:05, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.6922, top5_acc: 0.8589, loss_cls: 1.2639, loss: 1.2639, grad_norm: 5.1096 2020-07-21 09:33:32,773 - mmaction - INFO - Epoch [255][1180/1253] lr: 4.518e-05, eta: 0:26:41, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.7096, top5_acc: 0.8667, loss_cls: 1.2176, loss: 1.2176, grad_norm: 5.0613 2020-07-21 09:33:54,322 - mmaction - INFO - Epoch [255][1200/1253] lr: 4.518e-05, eta: 0:26:17, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.7109, top5_acc: 0.8750, loss_cls: 1.2296, loss: 1.2296, grad_norm: 5.0443 2020-07-21 09:34:15,843 - mmaction - INFO - Epoch [255][1220/1253] lr: 4.518e-05, eta: 0:25:53, time: 1.077, data_time: 0.002, memory: 9059, top1_acc: 0.7026, top5_acc: 0.8672, loss_cls: 1.2610, loss: 1.2610, grad_norm: 5.0806 2020-07-21 09:34:37,133 - mmaction - INFO - Epoch [255][1240/1253] lr: 4.518e-05, eta: 0:25:29, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.6987, top5_acc: 0.8669, loss_cls: 1.2492, loss: 1.2492, grad_norm: 5.0786 2020-07-21 09:37:58,291 - mmaction - INFO - Epoch [256][20/1253] lr: 1.129e-05, eta: 0:24:49, time: 9.073, data_time: 7.586, memory: 9059, top1_acc: 0.6938, top5_acc: 0.8612, loss_cls: 1.2810, loss: 1.2810, grad_norm: 5.0784 2020-07-21 09:38:19,647 - mmaction - INFO - Epoch [256][40/1253] lr: 1.129e-05, eta: 0:24:25, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.7057, top5_acc: 0.8703, loss_cls: 1.2331, loss: 1.2331, grad_norm: 5.0052 2020-07-21 09:38:41,353 - mmaction - INFO - Epoch [256][60/1253] lr: 1.129e-05, eta: 0:24:01, time: 1.085, data_time: 0.012, memory: 9059, top1_acc: 0.7112, top5_acc: 0.8625, loss_cls: 1.2479, loss: 1.2479, grad_norm: 5.0602 2020-07-21 09:39:02,804 - mmaction - INFO - Epoch [256][80/1253] lr: 1.129e-05, eta: 0:23:37, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.6951, top5_acc: 0.8638, loss_cls: 1.2562, loss: 1.2562, grad_norm: 5.1284 2020-07-21 09:39:24,003 - mmaction - INFO - Epoch [256][100/1253] lr: 1.129e-05, eta: 0:23:13, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.7094, top5_acc: 0.8724, loss_cls: 1.2398, loss: 1.2398, grad_norm: 5.0699 2020-07-21 09:39:45,275 - mmaction - INFO - Epoch [256][120/1253] lr: 1.129e-05, eta: 0:22:49, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6951, top5_acc: 0.8719, loss_cls: 1.2496, loss: 1.2496, grad_norm: 5.1270 2020-07-21 09:40:06,604 - mmaction - INFO - Epoch [256][140/1253] lr: 1.129e-05, eta: 0:22:24, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6977, top5_acc: 0.8674, loss_cls: 1.2617, loss: 1.2617, grad_norm: 5.0856 2020-07-21 09:40:28,402 - mmaction - INFO - Epoch [256][160/1253] lr: 1.129e-05, eta: 0:22:00, time: 1.089, data_time: 0.002, memory: 9059, top1_acc: 0.7099, top5_acc: 0.8688, loss_cls: 1.1977, loss: 1.1977, grad_norm: 4.9025 2020-07-21 09:40:50,985 - mmaction - INFO - Epoch [256][180/1253] lr: 1.129e-05, eta: 0:21:36, time: 1.129, data_time: 0.011, memory: 9059, top1_acc: 0.7063, top5_acc: 0.8690, loss_cls: 1.2490, loss: 1.2490, grad_norm: 5.0944 2020-07-21 09:41:14,072 - mmaction - INFO - Epoch [256][200/1253] lr: 1.129e-05, eta: 0:21:12, time: 1.152, data_time: 0.027, memory: 9059, top1_acc: 0.6930, top5_acc: 0.8633, loss_cls: 1.2795, loss: 1.2795, grad_norm: 5.1253 2020-07-21 09:41:35,708 - mmaction - INFO - Epoch [256][220/1253] lr: 1.129e-05, eta: 0:20:48, time: 1.085, data_time: 0.014, memory: 9059, top1_acc: 0.7029, top5_acc: 0.8654, loss_cls: 1.2488, loss: 1.2488, grad_norm: 5.1005 2020-07-21 09:41:56,988 - mmaction - INFO - Epoch [256][240/1253] lr: 1.129e-05, eta: 0:20:23, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.7057, top5_acc: 0.8633, loss_cls: 1.2602, loss: 1.2602, grad_norm: 5.0788 2020-07-21 09:42:18,244 - mmaction - INFO - Epoch [256][260/1253] lr: 1.129e-05, eta: 0:19:59, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.6956, top5_acc: 0.8664, loss_cls: 1.2533, loss: 1.2533, grad_norm: 5.0415 2020-07-21 09:42:39,549 - mmaction - INFO - Epoch [256][280/1253] lr: 1.129e-05, eta: 0:19:35, time: 1.064, data_time: 0.001, memory: 9059, top1_acc: 0.7203, top5_acc: 0.8771, loss_cls: 1.1853, loss: 1.1853, grad_norm: 4.9453 2020-07-21 09:43:00,944 - mmaction - INFO - Epoch [256][300/1253] lr: 1.129e-05, eta: 0:19:11, time: 1.071, data_time: 0.002, memory: 9059, top1_acc: 0.7010, top5_acc: 0.8763, loss_cls: 1.2198, loss: 1.2198, grad_norm: 5.1990 2020-07-21 09:43:22,530 - mmaction - INFO - Epoch [256][320/1253] lr: 1.129e-05, eta: 0:18:47, time: 1.078, data_time: 0.001, memory: 9059, top1_acc: 0.7044, top5_acc: 0.8633, loss_cls: 1.2695, loss: 1.2695, grad_norm: 5.0309 2020-07-21 09:43:44,116 - mmaction - INFO - Epoch [256][340/1253] lr: 1.129e-05, eta: 0:18:23, time: 1.079, data_time: 0.003, memory: 9059, top1_acc: 0.6943, top5_acc: 0.8609, loss_cls: 1.2721, loss: 1.2721, grad_norm: 5.0416 2020-07-21 09:44:05,248 - mmaction - INFO - Epoch [256][360/1253] lr: 1.129e-05, eta: 0:17:58, time: 1.058, data_time: 0.003, memory: 9059, top1_acc: 0.7130, top5_acc: 0.8701, loss_cls: 1.2290, loss: 1.2290, grad_norm: 5.0253 2020-07-21 09:44:26,643 - mmaction - INFO - Epoch [256][380/1253] lr: 1.129e-05, eta: 0:17:34, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.7073, top5_acc: 0.8714, loss_cls: 1.2238, loss: 1.2238, grad_norm: 5.0757 2020-07-21 09:44:47,842 - mmaction - INFO - Epoch [256][400/1253] lr: 1.129e-05, eta: 0:17:10, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.6979, top5_acc: 0.8586, loss_cls: 1.2728, loss: 1.2728, grad_norm: 5.1146 2020-07-21 09:45:09,102 - mmaction - INFO - Epoch [256][420/1253] lr: 1.129e-05, eta: 0:16:46, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.7010, top5_acc: 0.8607, loss_cls: 1.2840, loss: 1.2840, grad_norm: 5.1851 2020-07-21 09:45:30,507 - mmaction - INFO - Epoch [256][440/1253] lr: 1.129e-05, eta: 0:16:22, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.7107, top5_acc: 0.8729, loss_cls: 1.2189, loss: 1.2189, grad_norm: 4.9804 2020-07-21 09:45:51,850 - mmaction - INFO - Epoch [256][460/1253] lr: 1.129e-05, eta: 0:15:58, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.7021, top5_acc: 0.8760, loss_cls: 1.2392, loss: 1.2392, grad_norm: 5.1188 2020-07-21 09:46:13,166 - mmaction - INFO - Epoch [256][480/1253] lr: 1.129e-05, eta: 0:15:33, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.6956, top5_acc: 0.8651, loss_cls: 1.2610, loss: 1.2610, grad_norm: 5.1252 2020-07-21 09:46:34,497 - mmaction - INFO - Epoch [256][500/1253] lr: 1.129e-05, eta: 0:15:09, time: 1.065, data_time: 0.001, memory: 9059, top1_acc: 0.7120, top5_acc: 0.8732, loss_cls: 1.2082, loss: 1.2082, grad_norm: 5.0766 2020-07-21 09:46:55,990 - mmaction - INFO - Epoch [256][520/1253] lr: 1.129e-05, eta: 0:14:45, time: 1.075, data_time: 0.002, memory: 9059, top1_acc: 0.7130, top5_acc: 0.8750, loss_cls: 1.2052, loss: 1.2052, grad_norm: 5.0258 2020-07-21 09:47:17,375 - mmaction - INFO - Epoch [256][540/1253] lr: 1.129e-05, eta: 0:14:21, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.7065, top5_acc: 0.8701, loss_cls: 1.2625, loss: 1.2625, grad_norm: 5.0976 2020-07-21 09:47:38,751 - mmaction - INFO - Epoch [256][560/1253] lr: 1.129e-05, eta: 0:13:57, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.7081, top5_acc: 0.8734, loss_cls: 1.2238, loss: 1.2238, grad_norm: 5.0110 2020-07-21 09:48:00,168 - mmaction - INFO - Epoch [256][580/1253] lr: 1.129e-05, eta: 0:13:33, time: 1.069, data_time: 0.002, memory: 9059, top1_acc: 0.7141, top5_acc: 0.8672, loss_cls: 1.2285, loss: 1.2285, grad_norm: 4.9771 2020-07-21 09:48:21,414 - mmaction - INFO - Epoch [256][600/1253] lr: 1.129e-05, eta: 0:13:08, time: 1.065, data_time: 0.004, memory: 9059, top1_acc: 0.7060, top5_acc: 0.8716, loss_cls: 1.2324, loss: 1.2324, grad_norm: 5.1406 2020-07-21 09:48:43,065 - mmaction - INFO - Epoch [256][620/1253] lr: 1.129e-05, eta: 0:12:44, time: 1.082, data_time: 0.001, memory: 9059, top1_acc: 0.7042, top5_acc: 0.8674, loss_cls: 1.2310, loss: 1.2310, grad_norm: 4.9704 2020-07-21 09:49:04,283 - mmaction - INFO - Epoch [256][640/1253] lr: 1.129e-05, eta: 0:12:20, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.7120, top5_acc: 0.8711, loss_cls: 1.2162, loss: 1.2162, grad_norm: 5.0009 2020-07-21 09:49:25,492 - mmaction - INFO - Epoch [256][660/1253] lr: 1.129e-05, eta: 0:11:56, time: 1.061, data_time: 0.002, memory: 9059, top1_acc: 0.7065, top5_acc: 0.8667, loss_cls: 1.2344, loss: 1.2344, grad_norm: 5.1045 2020-07-21 09:49:46,794 - mmaction - INFO - Epoch [256][680/1253] lr: 1.129e-05, eta: 0:11:32, time: 1.064, data_time: 0.002, memory: 9059, top1_acc: 0.7151, top5_acc: 0.8758, loss_cls: 1.1991, loss: 1.1991, grad_norm: 4.9308 2020-07-21 09:50:07,974 - mmaction - INFO - Epoch [256][700/1253] lr: 1.129e-05, eta: 0:11:08, time: 1.059, data_time: 0.002, memory: 9059, top1_acc: 0.7039, top5_acc: 0.8607, loss_cls: 1.2610, loss: 1.2610, grad_norm: 5.0348 2020-07-21 09:50:29,398 - mmaction - INFO - Epoch [256][720/1253] lr: 1.129e-05, eta: 0:10:43, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.7083, top5_acc: 0.8698, loss_cls: 1.2355, loss: 1.2355, grad_norm: 5.1010 2020-07-21 09:50:50,737 - mmaction - INFO - Epoch [256][740/1253] lr: 1.129e-05, eta: 0:10:19, time: 1.066, data_time: 0.001, memory: 9059, top1_acc: 0.7070, top5_acc: 0.8828, loss_cls: 1.1949, loss: 1.1949, grad_norm: 5.0559 2020-07-21 09:51:12,261 - mmaction - INFO - Epoch [256][760/1253] lr: 1.129e-05, eta: 0:09:55, time: 1.076, data_time: 0.002, memory: 9059, top1_acc: 0.7005, top5_acc: 0.8617, loss_cls: 1.2386, loss: 1.2386, grad_norm: 5.0925 2020-07-21 09:51:33,610 - mmaction - INFO - Epoch [256][780/1253] lr: 1.129e-05, eta: 0:09:31, time: 1.068, data_time: 0.003, memory: 9059, top1_acc: 0.7052, top5_acc: 0.8729, loss_cls: 1.2175, loss: 1.2175, grad_norm: 5.1372 2020-07-21 09:51:54,964 - mmaction - INFO - Epoch [256][800/1253] lr: 1.129e-05, eta: 0:09:07, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.7133, top5_acc: 0.8818, loss_cls: 1.1878, loss: 1.1878, grad_norm: 4.9358 2020-07-21 09:52:16,525 - mmaction - INFO - Epoch [256][820/1253] lr: 1.129e-05, eta: 0:08:43, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.7138, top5_acc: 0.8823, loss_cls: 1.1892, loss: 1.1892, grad_norm: 5.0189 2020-07-21 09:52:37,703 - mmaction - INFO - Epoch [256][840/1253] lr: 1.129e-05, eta: 0:08:18, time: 1.060, data_time: 0.002, memory: 9059, top1_acc: 0.7083, top5_acc: 0.8719, loss_cls: 1.2319, loss: 1.2319, grad_norm: 5.0476 2020-07-21 09:52:59,073 - mmaction - INFO - Epoch [256][860/1253] lr: 1.129e-05, eta: 0:07:54, time: 1.068, data_time: 0.002, memory: 9059, top1_acc: 0.7083, top5_acc: 0.8680, loss_cls: 1.2299, loss: 1.2299, grad_norm: 5.0039 2020-07-21 09:53:20,637 - mmaction - INFO - Epoch [256][880/1253] lr: 1.129e-05, eta: 0:07:30, time: 1.078, data_time: 0.002, memory: 9059, top1_acc: 0.7018, top5_acc: 0.8708, loss_cls: 1.2410, loss: 1.2410, grad_norm: 5.1408 2020-07-21 09:53:41,934 - mmaction - INFO - Epoch [256][900/1253] lr: 1.129e-05, eta: 0:07:06, time: 1.065, data_time: 0.002, memory: 9059, top1_acc: 0.6992, top5_acc: 0.8719, loss_cls: 1.2412, loss: 1.2412, grad_norm: 5.0997 2020-07-21 09:54:03,480 - mmaction - INFO - Epoch [256][920/1253] lr: 1.129e-05, eta: 0:06:42, time: 1.073, data_time: 0.002, memory: 9059, top1_acc: 0.7060, top5_acc: 0.8654, loss_cls: 1.2679, loss: 1.2679, grad_norm: 5.0713 2020-07-21 09:54:24,885 - mmaction - INFO - Epoch [256][940/1253] lr: 1.129e-05, eta: 0:06:18, time: 1.075, data_time: 0.006, memory: 9059, top1_acc: 0.7174, top5_acc: 0.8721, loss_cls: 1.1845, loss: 1.1845, grad_norm: 4.9743 2020-07-21 09:54:46,136 - mmaction - INFO - Epoch [256][960/1253] lr: 1.129e-05, eta: 0:05:53, time: 1.062, data_time: 0.001, memory: 9059, top1_acc: 0.7021, top5_acc: 0.8714, loss_cls: 1.2317, loss: 1.2317, grad_norm: 5.1454 2020-07-21 09:55:07,588 - mmaction - INFO - Epoch [256][980/1253] lr: 1.129e-05, eta: 0:05:29, time: 1.073, data_time: 0.003, memory: 9059, top1_acc: 0.6984, top5_acc: 0.8656, loss_cls: 1.2576, loss: 1.2576, grad_norm: 5.0984 2020-07-21 09:55:29,282 - mmaction - INFO - Epoch [256][1000/1253] lr: 1.129e-05, eta: 0:05:05, time: 1.085, data_time: 0.001, memory: 9059, top1_acc: 0.6992, top5_acc: 0.8654, loss_cls: 1.2550, loss: 1.2550, grad_norm: 5.0315 2020-07-21 09:55:50,798 - mmaction - INFO - Epoch [256][1020/1253] lr: 1.129e-05, eta: 0:04:41, time: 1.074, data_time: 0.001, memory: 9059, top1_acc: 0.6966, top5_acc: 0.8661, loss_cls: 1.2775, loss: 1.2775, grad_norm: 5.2057 2020-07-21 09:56:12,264 - mmaction - INFO - Epoch [256][1040/1253] lr: 1.129e-05, eta: 0:04:17, time: 1.072, data_time: 0.002, memory: 9059, top1_acc: 0.6977, top5_acc: 0.8633, loss_cls: 1.2545, loss: 1.2545, grad_norm: 5.0977 2020-07-21 09:56:33,648 - mmaction - INFO - Epoch [256][1060/1253] lr: 1.129e-05, eta: 0:03:53, time: 1.071, data_time: 0.004, memory: 9059, top1_acc: 0.7086, top5_acc: 0.8651, loss_cls: 1.2545, loss: 1.2545, grad_norm: 5.1058 2020-07-21 09:56:54,942 - mmaction - INFO - Epoch [256][1080/1253] lr: 1.129e-05, eta: 0:03:28, time: 1.066, data_time: 0.002, memory: 9059, top1_acc: 0.7068, top5_acc: 0.8734, loss_cls: 1.2326, loss: 1.2326, grad_norm: 5.0923 2020-07-21 09:57:16,530 - mmaction - INFO - Epoch [256][1100/1253] lr: 1.129e-05, eta: 0:03:04, time: 1.079, data_time: 0.007, memory: 9059, top1_acc: 0.7063, top5_acc: 0.8711, loss_cls: 1.2348, loss: 1.2348, grad_norm: 5.0400 2020-07-21 09:57:37,783 - mmaction - INFO - Epoch [256][1120/1253] lr: 1.129e-05, eta: 0:02:40, time: 1.063, data_time: 0.002, memory: 9059, top1_acc: 0.6995, top5_acc: 0.8617, loss_cls: 1.2826, loss: 1.2826, grad_norm: 5.0455 2020-07-21 09:57:59,168 - mmaction - INFO - Epoch [256][1140/1253] lr: 1.129e-05, eta: 0:02:16, time: 1.068, data_time: 0.001, memory: 9059, top1_acc: 0.7122, top5_acc: 0.8763, loss_cls: 1.2109, loss: 1.2109, grad_norm: 5.0559 2020-07-21 09:58:20,706 - mmaction - INFO - Epoch [256][1160/1253] lr: 1.129e-05, eta: 0:01:52, time: 1.078, data_time: 0.003, memory: 9059, top1_acc: 0.7031, top5_acc: 0.8651, loss_cls: 1.2546, loss: 1.2546, grad_norm: 5.1563 2020-07-21 09:58:42,059 - mmaction - INFO - Epoch [256][1180/1253] lr: 1.129e-05, eta: 0:01:28, time: 1.067, data_time: 0.002, memory: 9059, top1_acc: 0.7057, top5_acc: 0.8719, loss_cls: 1.2222, loss: 1.2222, grad_norm: 4.9643 2020-07-21 09:59:03,456 - mmaction - INFO - Epoch [256][1200/1253] lr: 1.129e-05, eta: 0:01:04, time: 1.070, data_time: 0.002, memory: 9059, top1_acc: 0.7130, top5_acc: 0.8693, loss_cls: 1.2258, loss: 1.2258, grad_norm: 5.0364 2020-07-21 09:59:25,060 - mmaction - INFO - Epoch [256][1220/1253] lr: 1.129e-05, eta: 0:00:39, time: 1.080, data_time: 0.002, memory: 9059, top1_acc: 0.6930, top5_acc: 0.8703, loss_cls: 1.2433, loss: 1.2433, grad_norm: 5.1644 2020-07-21 09:59:46,531 - mmaction - INFO - Epoch [256][1240/1253] lr: 1.129e-05, eta: 0:00:15, time: 1.074, data_time: 0.002, memory: 9059, top1_acc: 0.6880, top5_acc: 0.8581, loss_cls: 1.3131, loss: 1.3131, grad_norm: 5.2148 2020-07-21 10:00:09,165 - mmaction - INFO - Saving checkpoint at 256 epochs