2020-08-09 05:31:32,327 - mmaction - INFO - Environment info: ------------------------------------------------------------ sys.platform: linux Python: 3.8.3 (default, May 19 2020, 18:47:26) [GCC 7.3.0] CUDA available: True CUDA_HOME: /mnt/lustre/share/cuda-10.1 NVCC: Cuda compilation tools, release 10.1, V10.1.168 GPU 0,1,2,3,4,5,6,7: Tesla V100-SXM2-32GB GCC: gcc (GCC) 4.8.5 20150623 (Red Hat 4.8.5-36) PyTorch: 1.4.0+cu100 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 10.0 - 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_75,code=sm_75;-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+cu100 OpenCV: 4.2.0 MMCV: 1.0.3 MMAction2: 0.1.0+a6c0aaf ------------------------------------------------------------ 2020-08-09 05:31:32,328 - mmaction - INFO - Distributed training: True 2020-08-09 05:31:32,328 - mmaction - INFO - Config: /mnt/lustre/linjintao/mmaction2/slurm_config/csn_bnfrozen_r152_320p_32x2x1_58e_kinetics400_rgb.py # model settings model = dict( type='Recognizer3D', backbone=dict( type='ResNet3dCSN', pretrained2d=False, pretrained='modelzoo/irCSN_152_ig65m_from_scratch_lite_new.pth', depth=152, with_pool2=False, bottleneck_mode='ir', norm_eval=True, bn_frozen=True, zero_init_residual=False), cls_head=dict( type='I3DHead', num_classes=400, in_channels=2048, spatial_type='avg', dropout_ratio=0.5, init_std=0.01)) # model training and testing settings train_cfg = None test_cfg = dict(average_clips=None) # dataset settings dataset_type = 'RawframeDataset' data_root = 's3://lizz.ssd/kinetics_400_train_320_frames/' data_root_val = 's3://lizz.ssd/kinetics_400_val_320_frames/' ann_file_train = 'data/ceph/kinetics_train_list_hd320.txt' ann_file_val = 'data/ceph/kinetics_val_list_hd320.txt' ann_file_test = 'data/ceph/kinetics_val_list_hd320.txt' img_norm_cfg = dict( mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False) train_pipeline = [ # dict(type='DecordInit', io_backend='petrel', num_threads=4), dict(type='SampleFrames', clip_len=32, frame_interval=2, num_clips=1), dict(type='FrameSelector', io_backend='petrel', decoding_backend='turbojpeg'), # dict(type='DecordDecode'), 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='DecordInit', io_backend='petrel', num_threads=4), dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=1, test_mode=True), # dict(type='DecordDecode'), dict(type='FrameSelector', io_backend='petrel', decoding_backend='turbojpeg'), dict(type='Resize', scale=(-1, 256), lazy=True), dict(type='CenterCrop', crop_size=224, lazy=True), dict(type='Flip', flip_ratio=0, 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']) ] test_pipeline = [ # dict(type='DecordInit', io_backend='petrel', num_threads=4), dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=10, test_mode=True), # dict(type='DecordDecode'), dict(type='FrameSelector', io_backend='petrel', decoding_backend='turbojpeg'), dict(type='Resize', scale=(-1, 256)), dict(type='ThreeCrop', crop_size=256), dict(type='Flip', flip_ratio=0), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] data = dict( videos_per_gpu=3, workers_per_gpu=4, train=dict( type=dataset_type, ann_file=ann_file_train, data_prefix=data_root, pipeline=train_pipeline), val=dict( type=dataset_type, ann_file=ann_file_val, data_prefix=data_root_val, pipeline=val_pipeline), test=dict( type=dataset_type, ann_file=ann_file_val, data_prefix=data_root_val, pipeline=test_pipeline)) # optimizer optimizer = dict(type='SGD', lr=0.0005, momentum=0.9, weight_decay=0.0001) # 0.0005 for 32g optimizer_config = dict(grad_clip=dict(max_norm=40, norm_type=2)) # learning policy lr_config = dict( policy='step', step=[32, 48], warmup='linear', warmup_ratio=0.1, warmup_by_epoch=False, warmup_iters=16) total_epochs = 58 checkpoint_config = dict(interval=2) evaluation = dict( interval=5, metrics=['top_k_accuracy', 'mean_class_accuracy'], topk=(1, 5)) log_config = dict( interval=20, hooks=[dict(type='TextLoggerHook'), dict(type='TensorboardLoggerHook')]) # runtime settings dist_params = dict(backend='nccl') log_level = 'INFO' work_dir = './work_dirs/csn_r152_320p_32x2x1_58e_kinetics400_rgb' load_from = None resume_from = None workflow = [('train', 1)] find_unused_parameters = True 2020-08-09 05:31:33,758 - mmaction - INFO - load model from: modelzoo/irCSN_152_ig65m_from_scratch_lite_new.pth 2020-08-09 05:31:41,188 - mmaction - INFO - Start running, host: linjintao@SH-IDC1-10-198-4-108, work_dir: /mnt/lustre/linjintao/mmaction2/workdir/csn_bnfrozen_r152_320p_32x2x1_58e_kinetics400_rgb 2020-08-09 05:31:41,189 - mmaction - INFO - workflow: [('train', 1)], max: 58 epochs 2020-08-09 05:32:47,604 - mmaction - INFO - Epoch [1][20/2505] lr: 5.000e-04, eta: 5 days, 7:40:51, time: 3.164, data_time: 1.006, memory: 8521, top1_acc: 0.0005, top5_acc: 0.0063, loss_cls: 6.0107, loss: 6.0107, grad_norm: 4.9324 2020-08-09 05:33:25,313 - mmaction - INFO - Epoch [1][40/2505] lr: 5.000e-04, eta: 4 days, 5:54:10, time: 1.887, data_time: 0.014, memory: 8521, top1_acc: 0.0031, top5_acc: 0.0156, loss_cls: 5.9843, loss: 5.9843, grad_norm: 2.7826 2020-08-09 05:34:03,137 - mmaction - INFO - Epoch [1][60/2505] lr: 5.000e-04, eta: 3 days, 21:23:21, time: 1.894, data_time: 0.025, memory: 8521, top1_acc: 0.0089, top5_acc: 0.0328, loss_cls: 5.9542, loss: 5.9542, grad_norm: 5.4079 2020-08-09 05:34:40,612 - mmaction - INFO - Epoch [1][80/2505] lr: 5.000e-04, eta: 3 days, 16:55:38, time: 1.874, data_time: 0.002, memory: 8521, top1_acc: 0.0151, top5_acc: 0.0391, loss_cls: 5.9155, loss: 5.9155, grad_norm: 7.8216 2020-08-09 05:35:18,523 - mmaction - INFO - Epoch [1][100/2505] lr: 5.000e-04, eta: 3 days, 14:25:12, time: 1.895, data_time: 0.002, memory: 8521, top1_acc: 0.0177, top5_acc: 0.0490, loss_cls: 5.8314, loss: 5.8314, grad_norm: 13.0956 2020-08-09 05:35:56,165 - mmaction - INFO - Epoch [1][120/2505] lr: 5.000e-04, eta: 3 days, 12:39:25, time: 1.882, data_time: 0.007, memory: 8521, top1_acc: 0.0188, top5_acc: 0.0609, loss_cls: 5.7721, loss: 5.7721, grad_norm: 13.4776 2020-08-09 05:36:33,449 - mmaction - INFO - Epoch [1][140/2505] lr: 5.000e-04, eta: 3 days, 11:17:36, time: 1.865, data_time: 0.006, memory: 8521, top1_acc: 0.0297, top5_acc: 0.0781, loss_cls: 5.6858, loss: 5.6858, grad_norm: 16.6627 2020-08-09 05:37:13,147 - mmaction - INFO - Epoch [1][160/2505] lr: 5.000e-04, eta: 3 days, 10:52:11, time: 1.984, data_time: 0.002, memory: 8521, top1_acc: 0.0516, top5_acc: 0.1172, loss_cls: 5.5308, loss: 5.5308, grad_norm: 18.4919 2020-08-09 05:37:50,828 - mmaction - INFO - Epoch [1][180/2505] lr: 5.000e-04, eta: 3 days, 10:05:28, time: 1.884, data_time: 0.002, memory: 8521, top1_acc: 0.0849, top5_acc: 0.1646, loss_cls: 5.3786, loss: 5.3786, grad_norm: 19.9754 2020-08-09 05:38:28,418 - mmaction - INFO - Epoch [1][200/2505] lr: 5.000e-04, eta: 3 days, 9:26:51, time: 1.880, data_time: 0.006, memory: 8521, top1_acc: 0.1245, top5_acc: 0.2365, loss_cls: 5.0266, loss: 5.0266, grad_norm: 23.7986 2020-08-09 05:39:05,600 - mmaction - INFO - Epoch [1][220/2505] lr: 5.000e-04, eta: 3 days, 8:50:35, time: 1.859, data_time: 0.002, memory: 8521, top1_acc: 0.1531, top5_acc: 0.2677, loss_cls: 4.9716, loss: 4.9716, grad_norm: 27.3350 2020-08-09 05:39:43,629 - mmaction - INFO - Epoch [1][240/2505] lr: 5.000e-04, eta: 3 days, 8:28:48, time: 1.901, data_time: 0.003, memory: 8521, top1_acc: 0.1625, top5_acc: 0.2974, loss_cls: 4.8281, loss: 4.8281, grad_norm: 27.5163 2020-08-09 05:40:22,122 - mmaction - INFO - Epoch [1][260/2505] lr: 5.000e-04, eta: 3 days, 8:14:40, time: 1.925, data_time: 0.006, memory: 8521, top1_acc: 0.1865, top5_acc: 0.3359, loss_cls: 4.6675, loss: 4.6675, grad_norm: 28.9342 2020-08-09 05:41:00,903 - mmaction - INFO - Epoch [1][280/2505] lr: 5.000e-04, eta: 3 days, 8:04:48, time: 1.939, data_time: 0.005, memory: 8521, top1_acc: 0.2161, top5_acc: 0.3646, loss_cls: 4.4393, loss: 4.4393, grad_norm: 29.6417 2020-08-09 05:41:38,262 - mmaction - INFO - Epoch [1][300/2505] lr: 5.000e-04, eta: 3 days, 7:44:37, time: 1.867, data_time: 0.003, memory: 8521, top1_acc: 0.2578, top5_acc: 0.4161, loss_cls: 4.2091, loss: 4.2091, grad_norm: 30.9079 2020-08-09 05:42:15,946 - mmaction - INFO - Epoch [1][320/2505] lr: 5.000e-04, eta: 3 days, 7:29:17, time: 1.883, data_time: 0.003, memory: 8521, top1_acc: 0.2505, top5_acc: 0.4109, loss_cls: 4.2497, loss: 4.2497, grad_norm: 32.0969 2020-08-09 05:42:54,642 - mmaction - INFO - Epoch [1][340/2505] lr: 5.000e-04, eta: 3 days, 7:23:25, time: 1.937, data_time: 0.028, memory: 8521, top1_acc: 0.2563, top5_acc: 0.4276, loss_cls: 4.1360, loss: 4.1360, grad_norm: 32.4337 2020-08-09 05:43:32,145 - mmaction - INFO - Epoch [1][360/2505] lr: 5.000e-04, eta: 3 days, 7:09:50, time: 1.876, data_time: 0.002, memory: 8521, top1_acc: 0.2844, top5_acc: 0.4521, loss_cls: 3.9974, loss: 3.9974, grad_norm: 30.4821 2020-08-09 05:44:10,002 - mmaction - INFO - Epoch [1][380/2505] lr: 5.000e-04, eta: 3 days, 6:59:48, time: 1.893, data_time: 0.002, memory: 8521, top1_acc: 0.2828, top5_acc: 0.4682, loss_cls: 3.8596, loss: 3.8596, grad_norm: 32.1007 2020-08-09 05:44:47,352 - mmaction - INFO - Epoch [1][400/2505] lr: 5.000e-04, eta: 3 days, 6:47:44, time: 1.868, data_time: 0.002, memory: 8521, top1_acc: 0.2651, top5_acc: 0.4646, loss_cls: 3.8760, loss: 3.8760, grad_norm: 30.5749 2020-08-09 05:45:24,916 - mmaction - INFO - Epoch [1][420/2505] lr: 5.000e-04, eta: 3 days, 6:37:52, time: 1.878, data_time: 0.002, memory: 8521, top1_acc: 0.3198, top5_acc: 0.4911, loss_cls: 3.6493, loss: 3.6493, grad_norm: 30.6774 2020-08-09 05:46:02,496 - mmaction - INFO - Epoch [1][440/2505] lr: 5.000e-04, eta: 3 days, 6:29:01, time: 1.879, data_time: 0.005, memory: 8521, top1_acc: 0.2990, top5_acc: 0.4901, loss_cls: 3.7076, loss: 3.7076, grad_norm: 32.5882 2020-08-09 05:46:40,047 - mmaction - INFO - Epoch [1][460/2505] lr: 5.000e-04, eta: 3 days, 6:20:40, time: 1.877, data_time: 0.002, memory: 8521, top1_acc: 0.3135, top5_acc: 0.5031, loss_cls: 3.6231, loss: 3.6231, grad_norm: 31.6304 2020-08-09 05:47:57,430 - mmaction - INFO - Epoch [1][480/2505] lr: 5.000e-04, eta: 3 days, 9:32:54, time: 3.865, data_time: 0.002, memory: 8521, top1_acc: 0.3281, top5_acc: 0.5370, loss_cls: 3.4695, loss: 3.4695, grad_norm: 32.7761 2020-08-09 05:49:26,082 - mmaction - INFO - Epoch [1][500/2505] lr: 5.000e-04, eta: 3 days, 13:22:51, time: 4.417, data_time: 0.006, memory: 8521, top1_acc: 0.3286, top5_acc: 0.5224, loss_cls: 3.4649, loss: 3.4649, grad_norm: 30.4646 2020-08-09 05:50:03,659 - mmaction - INFO - Epoch [1][520/2505] lr: 5.000e-04, eta: 3 days, 13:01:22, time: 1.899, data_time: 0.023, memory: 8521, top1_acc: 0.3521, top5_acc: 0.5469, loss_cls: 3.4128, loss: 3.4128, grad_norm: 34.7460 2020-08-09 05:50:41,276 - mmaction - INFO - Epoch [1][540/2505] lr: 5.000e-04, eta: 3 days, 12:39:45, time: 1.880, data_time: 0.006, memory: 8521, top1_acc: 0.3323, top5_acc: 0.5536, loss_cls: 3.3556, loss: 3.3556, grad_norm: 31.5949 2020-08-09 05:51:19,226 - mmaction - INFO - Epoch [1][560/2505] lr: 5.000e-04, eta: 3 days, 12:20:33, time: 1.891, data_time: 0.003, memory: 8521, top1_acc: 0.3484, top5_acc: 0.5703, loss_cls: 3.2188, loss: 3.2188, grad_norm: 32.4608 2020-08-09 05:51:56,874 - mmaction - INFO - Epoch [1][580/2505] lr: 5.000e-04, eta: 3 days, 12:02:31, time: 1.889, data_time: 0.009, memory: 8521, top1_acc: 0.3417, top5_acc: 0.5635, loss_cls: 3.2980, loss: 3.2980, grad_norm: 30.7515 2020-08-09 05:52:34,291 - mmaction - INFO - Epoch [1][600/2505] lr: 5.000e-04, eta: 3 days, 11:44:00, time: 1.869, data_time: 0.002, memory: 8521, top1_acc: 0.3745, top5_acc: 0.5802, loss_cls: 3.1182, loss: 3.1182, grad_norm: 31.6683 2020-08-09 05:53:12,014 - mmaction - INFO - Epoch [1][620/2505] lr: 5.000e-04, eta: 3 days, 11:28:04, time: 1.887, data_time: 0.004, memory: 8521, top1_acc: 0.3609, top5_acc: 0.5859, loss_cls: 3.1602, loss: 3.1602, grad_norm: 32.4321 2020-08-09 05:53:50,224 - mmaction - INFO - Epoch [1][640/2505] lr: 5.000e-04, eta: 3 days, 11:14:52, time: 1.911, data_time: 0.003, memory: 8521, top1_acc: 0.3771, top5_acc: 0.5828, loss_cls: 3.0866, loss: 3.0866, grad_norm: 31.5684 2020-08-09 05:54:27,585 - mmaction - INFO - Epoch [1][660/2505] lr: 5.000e-04, eta: 3 days, 10:59:17, time: 1.868, data_time: 0.002, memory: 8521, top1_acc: 0.3938, top5_acc: 0.6062, loss_cls: 3.0014, loss: 3.0014, grad_norm: 31.8883 2020-08-09 05:55:05,159 - mmaction - INFO - Epoch [1][680/2505] lr: 5.000e-04, eta: 3 days, 10:45:20, time: 1.879, data_time: 0.005, memory: 8521, top1_acc: 0.3807, top5_acc: 0.5911, loss_cls: 3.1156, loss: 3.1156, grad_norm: 32.5856 2020-08-09 05:55:42,766 - mmaction - INFO - Epoch [1][700/2505] lr: 5.000e-04, eta: 3 days, 10:32:17, time: 1.880, data_time: 0.002, memory: 8521, top1_acc: 0.3818, top5_acc: 0.6042, loss_cls: 3.0012, loss: 3.0012, grad_norm: 30.5314 2020-08-09 05:56:20,780 - mmaction - INFO - Epoch [1][720/2505] lr: 5.000e-04, eta: 3 days, 10:21:15, time: 1.901, data_time: 0.002, memory: 8521, top1_acc: 0.3708, top5_acc: 0.5854, loss_cls: 3.0451, loss: 3.0451, grad_norm: 29.2091 2020-08-09 05:56:58,611 - mmaction - INFO - Epoch [1][740/2505] lr: 5.000e-04, eta: 3 days, 10:10:12, time: 1.892, data_time: 0.007, memory: 8521, top1_acc: 0.3786, top5_acc: 0.6089, loss_cls: 2.9690, loss: 2.9690, grad_norm: 31.1392 2020-08-09 05:57:36,682 - mmaction - INFO - Epoch [1][760/2505] lr: 5.000e-04, eta: 3 days, 10:00:27, time: 1.903, data_time: 0.003, memory: 8521, top1_acc: 0.3682, top5_acc: 0.6073, loss_cls: 3.0617, loss: 3.0617, grad_norm: 31.8474 2020-08-09 05:58:14,399 - mmaction - INFO - Epoch [1][780/2505] lr: 5.000e-04, eta: 3 days, 9:50:06, time: 1.886, data_time: 0.003, memory: 8521, top1_acc: 0.3906, top5_acc: 0.6141, loss_cls: 2.9347, loss: 2.9347, grad_norm: 30.6224 2020-08-09 05:58:51,997 - mmaction - INFO - Epoch [1][800/2505] lr: 5.000e-04, eta: 3 days, 9:39:51, time: 1.880, data_time: 0.002, memory: 8521, top1_acc: 0.3839, top5_acc: 0.6151, loss_cls: 2.9519, loss: 2.9519, grad_norm: 29.7025 2020-08-09 05:59:29,852 - mmaction - INFO - Epoch [1][820/2505] lr: 5.000e-04, eta: 3 days, 9:30:51, time: 1.893, data_time: 0.002, memory: 8521, top1_acc: 0.4057, top5_acc: 0.6375, loss_cls: 2.8323, loss: 2.8323, grad_norm: 31.5974 2020-08-09 06:00:10,599 - mmaction - INFO - Epoch [1][840/2505] lr: 5.000e-04, eta: 3 days, 9:30:25, time: 2.036, data_time: 0.002, memory: 8521, top1_acc: 0.3885, top5_acc: 0.6260, loss_cls: 2.8780, loss: 2.8780, grad_norm: 29.6069 2020-08-09 06:00:47,944 - mmaction - INFO - Epoch [1][860/2505] lr: 5.000e-04, eta: 3 days, 9:20:39, time: 1.869, data_time: 0.010, memory: 8521, top1_acc: 0.4052, top5_acc: 0.6354, loss_cls: 2.8810, loss: 2.8810, grad_norm: 32.5496 2020-08-09 06:01:25,432 - mmaction - INFO - Epoch [1][880/2505] lr: 5.000e-04, eta: 3 days, 9:10:59, time: 1.863, data_time: 0.002, memory: 8521, top1_acc: 0.4297, top5_acc: 0.6682, loss_cls: 2.6827, loss: 2.6827, grad_norm: 29.9579 2020-08-09 06:02:03,769 - mmaction - INFO - Epoch [1][900/2505] lr: 5.000e-04, eta: 3 days, 9:05:07, time: 1.927, data_time: 0.014, memory: 8521, top1_acc: 0.4208, top5_acc: 0.6557, loss_cls: 2.7539, loss: 2.7539, grad_norm: 30.0578 2020-08-09 06:02:42,594 - mmaction - INFO - Epoch [1][920/2505] lr: 5.000e-04, eta: 3 days, 9:00:16, time: 1.942, data_time: 0.003, memory: 8521, top1_acc: 0.4266, top5_acc: 0.6526, loss_cls: 2.7614, loss: 2.7614, grad_norm: 31.6548 2020-08-09 06:03:20,273 - mmaction - INFO - Epoch [1][940/2505] lr: 5.000e-04, eta: 3 days, 8:52:41, time: 1.885, data_time: 0.003, memory: 8521, top1_acc: 0.4229, top5_acc: 0.6526, loss_cls: 2.7107, loss: 2.7107, grad_norm: 31.2704 2020-08-09 06:03:59,548 - mmaction - INFO - Epoch [1][960/2505] lr: 5.000e-04, eta: 3 days, 8:49:20, time: 1.964, data_time: 0.002, memory: 8521, top1_acc: 0.4385, top5_acc: 0.6536, loss_cls: 2.7024, loss: 2.7024, grad_norm: 29.9511 2020-08-09 06:04:37,713 - mmaction - INFO - Epoch [1][980/2505] lr: 5.000e-04, eta: 3 days, 8:42:22, time: 1.888, data_time: 0.002, memory: 8521, top1_acc: 0.4156, top5_acc: 0.6375, loss_cls: 2.8069, loss: 2.8069, grad_norm: 29.3505 2020-08-09 06:05:15,892 - mmaction - INFO - Epoch [1][1000/2505] lr: 5.000e-04, eta: 3 days, 8:37:07, time: 1.918, data_time: 0.023, memory: 8521, top1_acc: 0.4198, top5_acc: 0.6380, loss_cls: 2.7999, loss: 2.7999, grad_norm: 29.4964 2020-08-09 06:05:53,556 - mmaction - INFO - Epoch [1][1020/2505] lr: 5.000e-04, eta: 3 days, 8:30:56, time: 1.894, data_time: 0.015, memory: 8521, top1_acc: 0.3974, top5_acc: 0.6396, loss_cls: 2.7980, loss: 2.7980, grad_norm: 30.6074 2020-08-09 06:06:31,366 - mmaction - INFO - Epoch [1][1040/2505] lr: 5.000e-04, eta: 3 days, 8:24:46, time: 1.890, data_time: 0.003, memory: 8521, top1_acc: 0.4385, top5_acc: 0.6646, loss_cls: 2.7077, loss: 2.7077, grad_norm: 31.4715 2020-08-09 06:07:08,791 - mmaction - INFO - Epoch [1][1060/2505] lr: 5.000e-04, eta: 3 days, 8:17:58, time: 1.872, data_time: 0.004, memory: 8521, top1_acc: 0.4307, top5_acc: 0.6578, loss_cls: 2.6725, loss: 2.6725, grad_norm: 28.6586 2020-08-09 06:07:46,891 - mmaction - INFO - Epoch [1][1080/2505] lr: 5.000e-04, eta: 3 days, 8:12:52, time: 1.905, data_time: 0.002, memory: 8521, top1_acc: 0.4266, top5_acc: 0.6406, loss_cls: 2.7263, loss: 2.7263, grad_norm: 28.4763 2020-08-09 06:08:25,551 - mmaction - INFO - Epoch [1][1100/2505] lr: 5.000e-04, eta: 3 days, 8:09:06, time: 1.932, data_time: 0.003, memory: 8521, top1_acc: 0.4276, top5_acc: 0.6635, loss_cls: 2.6919, loss: 2.6919, grad_norm: 29.5602 2020-08-09 06:09:04,054 - mmaction - INFO - Epoch [1][1120/2505] lr: 5.000e-04, eta: 3 days, 8:05:14, time: 1.926, data_time: 0.004, memory: 8521, top1_acc: 0.4323, top5_acc: 0.6682, loss_cls: 2.6417, loss: 2.6417, grad_norm: 30.1899 2020-08-09 06:09:42,401 - mmaction - INFO - Epoch [1][1140/2505] lr: 5.000e-04, eta: 3 days, 8:01:05, time: 1.917, data_time: 0.003, memory: 8521, top1_acc: 0.4115, top5_acc: 0.6464, loss_cls: 2.7616, loss: 2.7616, grad_norm: 30.3687 2020-08-09 06:10:20,532 - mmaction - INFO - Epoch [1][1160/2505] lr: 5.000e-04, eta: 3 days, 7:56:38, time: 1.907, data_time: 0.002, memory: 8521, top1_acc: 0.4609, top5_acc: 0.6906, loss_cls: 2.4810, loss: 2.4810, grad_norm: 28.0953 2020-08-09 06:10:58,470 - mmaction - INFO - Epoch [1][1180/2505] lr: 5.000e-04, eta: 3 days, 7:51:48, time: 1.895, data_time: 0.004, memory: 8521, top1_acc: 0.4578, top5_acc: 0.6891, loss_cls: 2.5421, loss: 2.5421, grad_norm: 27.5610 2020-08-09 06:11:36,256 - mmaction - INFO - Epoch [1][1200/2505] lr: 5.000e-04, eta: 3 days, 7:46:42, time: 1.884, data_time: 0.005, memory: 8521, top1_acc: 0.4552, top5_acc: 0.6703, loss_cls: 2.5751, loss: 2.5751, grad_norm: 28.6846 2020-08-09 06:12:13,971 - mmaction - INFO - Epoch [1][1220/2505] lr: 5.000e-04, eta: 3 days, 7:42:05, time: 1.893, data_time: 0.011, memory: 8521, top1_acc: 0.4417, top5_acc: 0.6755, loss_cls: 2.5460, loss: 2.5460, grad_norm: 28.3216 2020-08-09 06:12:51,542 - mmaction - INFO - Epoch [1][1240/2505] lr: 5.000e-04, eta: 3 days, 7:37:03, time: 1.879, data_time: 0.003, memory: 8521, top1_acc: 0.4302, top5_acc: 0.6703, loss_cls: 2.6465, loss: 2.6465, grad_norm: 30.0379 2020-08-09 06:13:28,904 - mmaction - INFO - Epoch [1][1260/2505] lr: 5.000e-04, eta: 3 days, 7:31:45, time: 1.868, data_time: 0.002, memory: 8521, top1_acc: 0.4401, top5_acc: 0.6687, loss_cls: 2.5772, loss: 2.5772, grad_norm: 27.9626 2020-08-09 06:14:06,429 - mmaction - INFO - Epoch [1][1280/2505] lr: 5.000e-04, eta: 3 days, 7:26:13, time: 1.858, data_time: 0.002, memory: 8521, top1_acc: 0.4469, top5_acc: 0.6865, loss_cls: 2.5801, loss: 2.5801, grad_norm: 30.4395 2020-08-09 06:14:44,103 - mmaction - INFO - Epoch [1][1300/2505] lr: 5.000e-04, eta: 3 days, 7:22:28, time: 1.902, data_time: 0.021, memory: 8521, top1_acc: 0.4724, top5_acc: 0.6948, loss_cls: 2.4710, loss: 2.4710, grad_norm: 28.5952 2020-08-09 06:15:21,518 - mmaction - INFO - Epoch [1][1320/2505] lr: 5.000e-04, eta: 3 days, 7:17:39, time: 1.870, data_time: 0.003, memory: 8521, top1_acc: 0.4224, top5_acc: 0.6500, loss_cls: 2.7056, loss: 2.7056, grad_norm: 28.6902 2020-08-09 06:15:58,846 - mmaction - INFO - Epoch [1][1340/2505] lr: 5.000e-04, eta: 3 days, 7:12:48, time: 1.866, data_time: 0.005, memory: 8521, top1_acc: 0.4464, top5_acc: 0.6885, loss_cls: 2.5023, loss: 2.5023, grad_norm: 27.6489 2020-08-09 06:16:36,667 - mmaction - INFO - Epoch [1][1360/2505] lr: 5.000e-04, eta: 3 days, 7:08:51, time: 1.888, data_time: 0.004, memory: 8521, top1_acc: 0.4672, top5_acc: 0.7031, loss_cls: 2.4463, loss: 2.4463, grad_norm: 27.8373 2020-08-09 06:17:14,466 - mmaction - INFO - Epoch [1][1380/2505] lr: 5.000e-04, eta: 3 days, 7:05:13, time: 1.894, data_time: 0.007, memory: 8521, top1_acc: 0.4573, top5_acc: 0.6990, loss_cls: 2.4857, loss: 2.4857, grad_norm: 27.5915 2020-08-09 06:17:52,668 - mmaction - INFO - Epoch [1][1400/2505] lr: 5.000e-04, eta: 3 days, 7:02:12, time: 1.910, data_time: 0.002, memory: 8521, top1_acc: 0.4573, top5_acc: 0.6927, loss_cls: 2.4648, loss: 2.4648, grad_norm: 28.3695 2020-08-09 06:18:30,181 - mmaction - INFO - Epoch [1][1420/2505] lr: 5.000e-04, eta: 3 days, 6:58:08, time: 1.876, data_time: 0.002, memory: 8521, top1_acc: 0.4724, top5_acc: 0.7042, loss_cls: 2.4181, loss: 2.4181, grad_norm: 28.3067 2020-08-09 06:19:07,908 - mmaction - INFO - Epoch [1][1440/2505] lr: 5.000e-04, eta: 3 days, 6:54:29, time: 1.886, data_time: 0.002, memory: 8521, top1_acc: 0.4854, top5_acc: 0.7276, loss_cls: 2.3329, loss: 2.3329, grad_norm: 27.1601 2020-08-09 06:19:45,212 - mmaction - INFO - Epoch [1][1460/2505] lr: 5.000e-04, eta: 3 days, 6:50:13, time: 1.865, data_time: 0.002, memory: 8521, top1_acc: 0.4510, top5_acc: 0.6854, loss_cls: 2.5032, loss: 2.5032, grad_norm: 26.6784 2020-08-09 06:20:22,869 - mmaction - INFO - Epoch [1][1480/2505] lr: 5.000e-04, eta: 3 days, 6:46:38, time: 1.883, data_time: 0.002, memory: 8521, top1_acc: 0.4568, top5_acc: 0.6969, loss_cls: 2.4290, loss: 2.4290, grad_norm: 27.3277 2020-08-09 06:21:00,993 - mmaction - INFO - Epoch [1][1500/2505] lr: 5.000e-04, eta: 3 days, 6:43:52, time: 1.906, data_time: 0.005, memory: 8521, top1_acc: 0.4693, top5_acc: 0.6927, loss_cls: 2.4721, loss: 2.4721, grad_norm: 27.5869 2020-08-09 06:21:38,374 - mmaction - INFO - Epoch [1][1520/2505] lr: 5.000e-04, eta: 3 days, 6:40:00, time: 1.869, data_time: 0.003, memory: 8521, top1_acc: 0.4698, top5_acc: 0.7099, loss_cls: 2.3978, loss: 2.3978, grad_norm: 28.6643 2020-08-09 06:22:16,075 - mmaction - INFO - Epoch [1][1540/2505] lr: 5.000e-04, eta: 3 days, 6:36:42, time: 1.885, data_time: 0.002, memory: 8521, top1_acc: 0.4682, top5_acc: 0.6911, loss_cls: 2.4246, loss: 2.4246, grad_norm: 27.3104 2020-08-09 06:22:54,005 - mmaction - INFO - Epoch [1][1560/2505] lr: 5.000e-04, eta: 3 days, 6:33:50, time: 1.897, data_time: 0.003, memory: 8521, top1_acc: 0.4703, top5_acc: 0.7000, loss_cls: 2.4163, loss: 2.4163, grad_norm: 28.2864 2020-08-09 06:23:32,281 - mmaction - INFO - Epoch [1][1580/2505] lr: 5.000e-04, eta: 3 days, 6:31:32, time: 1.913, data_time: 0.004, memory: 8521, top1_acc: 0.4667, top5_acc: 0.7005, loss_cls: 2.4632, loss: 2.4632, grad_norm: 27.8695 2020-08-09 06:24:10,323 - mmaction - INFO - Epoch [1][1600/2505] lr: 5.000e-04, eta: 3 days, 6:28:52, time: 1.900, data_time: 0.002, memory: 8521, top1_acc: 0.4740, top5_acc: 0.7026, loss_cls: 2.3703, loss: 2.3703, grad_norm: 27.1144 2020-08-09 06:24:48,174 - mmaction - INFO - Epoch [1][1620/2505] lr: 5.000e-04, eta: 3 days, 6:26:05, time: 1.895, data_time: 0.005, memory: 8521, top1_acc: 0.4880, top5_acc: 0.7156, loss_cls: 2.3618, loss: 2.3618, grad_norm: 28.3960 2020-08-09 06:25:25,915 - mmaction - INFO - Epoch [1][1640/2505] lr: 5.000e-04, eta: 3 days, 6:23:09, time: 1.887, data_time: 0.003, memory: 8521, top1_acc: 0.4833, top5_acc: 0.7000, loss_cls: 2.4045, loss: 2.4045, grad_norm: 26.2838 2020-08-09 06:26:04,261 - mmaction - INFO - Epoch [1][1660/2505] lr: 5.000e-04, eta: 3 days, 6:21:08, time: 1.917, data_time: 0.004, memory: 8521, top1_acc: 0.4802, top5_acc: 0.7094, loss_cls: 2.3795, loss: 2.3795, grad_norm: 27.9022 2020-08-09 06:26:42,571 - mmaction - INFO - Epoch [1][1680/2505] lr: 5.000e-04, eta: 3 days, 6:19:07, time: 1.916, data_time: 0.002, memory: 8521, top1_acc: 0.4911, top5_acc: 0.7182, loss_cls: 2.3454, loss: 2.3454, grad_norm: 27.4753 2020-08-09 06:27:20,774 - mmaction - INFO - Epoch [1][1700/2505] lr: 5.000e-04, eta: 3 days, 6:16:50, time: 1.905, data_time: 0.002, memory: 8521, top1_acc: 0.4771, top5_acc: 0.7099, loss_cls: 2.3839, loss: 2.3839, grad_norm: 27.7034 2020-08-09 06:27:58,895 - mmaction - INFO - Epoch [1][1720/2505] lr: 5.000e-04, eta: 3 days, 6:14:44, time: 1.911, data_time: 0.007, memory: 8521, top1_acc: 0.4984, top5_acc: 0.7302, loss_cls: 2.2726, loss: 2.2726, grad_norm: 25.9370 2020-08-09 06:28:37,068 - mmaction - INFO - Epoch [1][1740/2505] lr: 5.000e-04, eta: 3 days, 6:12:36, time: 1.908, data_time: 0.002, memory: 8521, top1_acc: 0.4734, top5_acc: 0.6953, loss_cls: 2.4473, loss: 2.4473, grad_norm: 28.5498 2020-08-09 06:29:14,646 - mmaction - INFO - Epoch [1][1760/2505] lr: 5.000e-04, eta: 3 days, 6:09:43, time: 1.879, data_time: 0.003, memory: 8521, top1_acc: 0.4531, top5_acc: 0.6839, loss_cls: 2.4909, loss: 2.4909, grad_norm: 26.8797 2020-08-09 06:29:52,825 - mmaction - INFO - Epoch [1][1780/2505] lr: 5.000e-04, eta: 3 days, 6:07:40, time: 1.909, data_time: 0.003, memory: 8521, top1_acc: 0.4865, top5_acc: 0.7177, loss_cls: 2.3289, loss: 2.3289, grad_norm: 26.8338 2020-08-09 06:30:30,778 - mmaction - INFO - Epoch [1][1800/2505] lr: 5.000e-04, eta: 3 days, 6:05:22, time: 1.898, data_time: 0.002, memory: 8521, top1_acc: 0.4755, top5_acc: 0.7089, loss_cls: 2.3991, loss: 2.3991, grad_norm: 27.7548 2020-08-09 06:31:08,629 - mmaction - INFO - Epoch [1][1820/2505] lr: 5.000e-04, eta: 3 days, 6:02:56, time: 1.891, data_time: 0.004, memory: 8521, top1_acc: 0.5094, top5_acc: 0.7229, loss_cls: 2.2699, loss: 2.2699, grad_norm: 27.9364 2020-08-09 06:31:46,497 - mmaction - INFO - Epoch [1][1840/2505] lr: 5.000e-04, eta: 3 days, 6:00:36, time: 1.894, data_time: 0.004, memory: 8521, top1_acc: 0.4818, top5_acc: 0.7120, loss_cls: 2.3271, loss: 2.3271, grad_norm: 27.4152 2020-08-09 06:32:23,731 - mmaction - INFO - Epoch [1][1860/2505] lr: 5.000e-04, eta: 3 days, 5:57:30, time: 1.862, data_time: 0.003, memory: 8521, top1_acc: 0.4693, top5_acc: 0.6969, loss_cls: 2.4241, loss: 2.4241, grad_norm: 26.7803 2020-08-09 06:33:02,087 - mmaction - INFO - Epoch [1][1880/2505] lr: 5.000e-04, eta: 3 days, 5:55:51, time: 1.917, data_time: 0.002, memory: 8521, top1_acc: 0.4818, top5_acc: 0.7062, loss_cls: 2.4001, loss: 2.4001, grad_norm: 28.2411 2020-08-09 06:33:40,548 - mmaction - INFO - Epoch [1][1900/2505] lr: 5.000e-04, eta: 3 days, 5:53:30, time: 1.889, data_time: 0.003, memory: 8521, top1_acc: 0.4865, top5_acc: 0.7156, loss_cls: 2.3027, loss: 2.3027, grad_norm: 27.6039 2020-08-09 06:34:18,471 - mmaction - INFO - Epoch [1][1920/2505] lr: 5.000e-04, eta: 3 days, 5:52:07, time: 1.926, data_time: 0.037, memory: 8521, top1_acc: 0.4974, top5_acc: 0.7250, loss_cls: 2.2607, loss: 2.2607, grad_norm: 26.5385 2020-08-09 06:34:56,192 - mmaction - INFO - Epoch [1][1940/2505] lr: 5.000e-04, eta: 3 days, 5:49:53, time: 1.891, data_time: 0.007, memory: 8521, top1_acc: 0.5026, top5_acc: 0.7380, loss_cls: 2.2633, loss: 2.2633, grad_norm: 26.4543 2020-08-09 06:35:34,766 - mmaction - INFO - Epoch [1][1960/2505] lr: 5.000e-04, eta: 3 days, 5:48:35, time: 1.928, data_time: 0.003, memory: 8521, top1_acc: 0.5026, top5_acc: 0.7167, loss_cls: 2.2625, loss: 2.2625, grad_norm: 26.1940 2020-08-09 06:36:12,482 - mmaction - INFO - Epoch [1][1980/2505] lr: 5.000e-04, eta: 3 days, 5:46:17, time: 1.885, data_time: 0.004, memory: 8521, top1_acc: 0.5000, top5_acc: 0.7177, loss_cls: 2.2807, loss: 2.2807, grad_norm: 26.3900 2020-08-09 06:36:49,988 - mmaction - INFO - Epoch [1][2000/2505] lr: 5.000e-04, eta: 3 days, 5:43:45, time: 1.875, data_time: 0.002, memory: 8521, top1_acc: 0.4885, top5_acc: 0.7089, loss_cls: 2.3455, loss: 2.3455, grad_norm: 25.7177 2020-08-09 06:37:28,369 - mmaction - INFO - Epoch [1][2020/2505] lr: 5.000e-04, eta: 3 days, 5:42:15, time: 1.917, data_time: 0.003, memory: 8521, top1_acc: 0.4922, top5_acc: 0.7234, loss_cls: 2.3011, loss: 2.3011, grad_norm: 27.7120 2020-08-09 06:38:06,050 - mmaction - INFO - Epoch [1][2040/2505] lr: 5.000e-04, eta: 3 days, 5:40:03, time: 1.886, data_time: 0.005, memory: 8521, top1_acc: 0.4964, top5_acc: 0.7151, loss_cls: 2.3711, loss: 2.3711, grad_norm: 26.1333 2020-08-09 06:38:43,859 - mmaction - INFO - Epoch [1][2060/2505] lr: 5.000e-04, eta: 3 days, 5:37:59, time: 1.890, data_time: 0.002, memory: 8521, top1_acc: 0.4760, top5_acc: 0.7229, loss_cls: 2.3253, loss: 2.3253, grad_norm: 27.6240 2020-08-09 06:39:21,805 - mmaction - INFO - Epoch [1][2080/2505] lr: 5.000e-04, eta: 3 days, 5:35:59, time: 1.893, data_time: 0.003, memory: 8521, top1_acc: 0.5021, top5_acc: 0.7146, loss_cls: 2.3240, loss: 2.3240, grad_norm: 26.2283 2020-08-09 06:39:59,531 - mmaction - INFO - Epoch [1][2100/2505] lr: 5.000e-04, eta: 3 days, 5:33:59, time: 1.891, data_time: 0.007, memory: 8521, top1_acc: 0.4760, top5_acc: 0.7120, loss_cls: 2.3457, loss: 2.3457, grad_norm: 27.6695 2020-08-09 06:40:37,081 - mmaction - INFO - Epoch [1][2120/2505] lr: 5.000e-04, eta: 3 days, 5:31:42, time: 1.877, data_time: 0.002, memory: 8521, top1_acc: 0.4990, top5_acc: 0.7161, loss_cls: 2.3046, loss: 2.3046, grad_norm: 26.5186 2020-08-09 06:41:16,066 - mmaction - INFO - Epoch [1][2140/2505] lr: 5.000e-04, eta: 3 days, 5:31:02, time: 1.949, data_time: 0.005, memory: 8521, top1_acc: 0.4964, top5_acc: 0.7094, loss_cls: 2.3447, loss: 2.3447, grad_norm: 26.3203 2020-08-09 06:41:55,133 - mmaction - INFO - Epoch [1][2160/2505] lr: 5.000e-04, eta: 3 days, 5:30:26, time: 1.952, data_time: 0.002, memory: 8521, top1_acc: 0.4974, top5_acc: 0.7307, loss_cls: 2.2664, loss: 2.2664, grad_norm: 26.9007 2020-08-09 06:42:33,033 - mmaction - INFO - Epoch [1][2180/2505] lr: 5.000e-04, eta: 3 days, 5:28:37, time: 1.896, data_time: 0.004, memory: 8521, top1_acc: 0.5005, top5_acc: 0.7339, loss_cls: 2.2236, loss: 2.2236, grad_norm: 26.1183 2020-08-09 06:43:10,401 - mmaction - INFO - Epoch [1][2200/2505] lr: 5.000e-04, eta: 3 days, 5:26:14, time: 1.869, data_time: 0.003, memory: 8521, top1_acc: 0.5073, top5_acc: 0.7391, loss_cls: 2.2010, loss: 2.2010, grad_norm: 25.3249 2020-08-09 06:43:48,491 - mmaction - INFO - Epoch [1][2220/2505] lr: 5.000e-04, eta: 3 days, 5:24:38, time: 1.904, data_time: 0.004, memory: 8521, top1_acc: 0.5182, top5_acc: 0.7510, loss_cls: 2.1906, loss: 2.1906, grad_norm: 26.5203 2020-08-09 06:44:26,108 - mmaction - INFO - Epoch [1][2240/2505] lr: 5.000e-04, eta: 3 days, 5:22:34, time: 1.881, data_time: 0.002, memory: 8521, top1_acc: 0.5141, top5_acc: 0.7432, loss_cls: 2.1933, loss: 2.1933, grad_norm: 27.0305 2020-08-09 06:45:03,951 - mmaction - INFO - Epoch [1][2260/2505] lr: 5.000e-04, eta: 3 days, 5:20:46, time: 1.892, data_time: 0.002, memory: 8521, top1_acc: 0.5198, top5_acc: 0.7339, loss_cls: 2.1973, loss: 2.1973, grad_norm: 26.2542 2020-08-09 06:45:41,671 - mmaction - INFO - Epoch [1][2280/2505] lr: 5.000e-04, eta: 3 days, 5:18:26, time: 1.866, data_time: 0.003, memory: 8521, top1_acc: 0.5073, top5_acc: 0.7193, loss_cls: 2.2623, loss: 2.2623, grad_norm: 26.5338 2020-08-09 06:46:19,420 - mmaction - INFO - Epoch [1][2300/2505] lr: 5.000e-04, eta: 3 days, 5:16:58, time: 1.907, data_time: 0.022, memory: 8521, top1_acc: 0.4969, top5_acc: 0.7026, loss_cls: 2.3353, loss: 2.3353, grad_norm: 25.7852 2020-08-09 06:46:57,210 - mmaction - INFO - Epoch [1][2320/2505] lr: 5.000e-04, eta: 3 days, 5:15:10, time: 1.890, data_time: 0.003, memory: 8521, top1_acc: 0.5130, top5_acc: 0.7146, loss_cls: 2.2771, loss: 2.2771, grad_norm: 26.1307 2020-08-09 06:47:34,779 - mmaction - INFO - Epoch [1][2340/2505] lr: 5.000e-04, eta: 3 days, 5:13:09, time: 1.878, data_time: 0.003, memory: 8521, top1_acc: 0.5042, top5_acc: 0.7036, loss_cls: 2.2993, loss: 2.2993, grad_norm: 25.7963 2020-08-09 06:48:12,943 - mmaction - INFO - Epoch [1][2360/2505] lr: 5.000e-04, eta: 3 days, 5:11:46, time: 1.908, data_time: 0.002, memory: 8521, top1_acc: 0.4922, top5_acc: 0.7208, loss_cls: 2.3103, loss: 2.3103, grad_norm: 26.2190 2020-08-09 06:48:50,541 - mmaction - INFO - Epoch [1][2380/2505] lr: 5.000e-04, eta: 3 days, 5:09:50, time: 1.880, data_time: 0.004, memory: 8521, top1_acc: 0.4917, top5_acc: 0.7214, loss_cls: 2.2879, loss: 2.2879, grad_norm: 25.3463 2020-08-09 06:49:28,684 - mmaction - INFO - Epoch [1][2400/2505] lr: 5.000e-04, eta: 3 days, 5:08:27, time: 1.907, data_time: 0.003, memory: 8521, top1_acc: 0.5208, top5_acc: 0.7401, loss_cls: 2.1915, loss: 2.1915, grad_norm: 25.4502 2020-08-09 06:50:06,737 - mmaction - INFO - Epoch [1][2420/2505] lr: 5.000e-04, eta: 3 days, 5:07:00, time: 1.903, data_time: 0.005, memory: 8521, top1_acc: 0.4906, top5_acc: 0.7156, loss_cls: 2.3257, loss: 2.3257, grad_norm: 25.8416 2020-08-09 06:50:44,276 - mmaction - INFO - Epoch [1][2440/2505] lr: 5.000e-04, eta: 3 days, 5:05:05, time: 1.878, data_time: 0.003, memory: 8521, top1_acc: 0.5063, top5_acc: 0.7464, loss_cls: 2.1460, loss: 2.1460, grad_norm: 25.7507 2020-08-09 06:51:22,202 - mmaction - INFO - Epoch [1][2460/2505] lr: 5.000e-04, eta: 3 days, 5:03:31, time: 1.896, data_time: 0.001, memory: 8521, top1_acc: 0.5182, top5_acc: 0.7495, loss_cls: 2.1025, loss: 2.1025, grad_norm: 25.3954 2020-08-09 06:51:59,422 - mmaction - INFO - Epoch [1][2480/2505] lr: 5.000e-04, eta: 3 days, 5:01:19, time: 1.861, data_time: 0.002, memory: 8521, top1_acc: 0.4917, top5_acc: 0.7156, loss_cls: 2.2983, loss: 2.2983, grad_norm: 26.5631 2020-08-09 06:52:36,784 - mmaction - INFO - Epoch [1][2500/2505] lr: 5.000e-04, eta: 3 days, 4:59:17, time: 1.869, data_time: 0.003, memory: 8521, top1_acc: 0.5089, top5_acc: 0.7312, loss_cls: 2.2009, loss: 2.2009, grad_norm: 26.6851 2020-08-09 06:54:24,746 - mmaction - INFO - Epoch [2][20/2505] lr: 5.000e-04, eta: 3 days, 5:39:43, time: 4.615, data_time: 2.555, memory: 8521, top1_acc: 0.5062, top5_acc: 0.7396, loss_cls: 2.1940, loss: 2.1940, grad_norm: 26.0848 2020-08-09 06:55:02,553 - mmaction - INFO - Epoch [2][40/2505] lr: 5.000e-04, eta: 3 days, 5:37:46, time: 1.889, data_time: 0.004, memory: 8521, top1_acc: 0.5339, top5_acc: 0.7547, loss_cls: 2.1012, loss: 2.1012, grad_norm: 26.1488 2020-08-09 06:55:40,355 - mmaction - INFO - Epoch [2][60/2505] lr: 5.000e-04, eta: 3 days, 5:35:51, time: 1.890, data_time: 0.004, memory: 8521, top1_acc: 0.5286, top5_acc: 0.7521, loss_cls: 2.1274, loss: 2.1274, grad_norm: 24.7299 2020-08-09 06:56:17,980 - mmaction - INFO - Epoch [2][80/2505] lr: 5.000e-04, eta: 3 days, 5:33:50, time: 1.883, data_time: 0.004, memory: 8521, top1_acc: 0.5245, top5_acc: 0.7339, loss_cls: 2.1621, loss: 2.1621, grad_norm: 25.8381 2020-08-09 06:56:55,140 - mmaction - INFO - Epoch [2][100/2505] lr: 5.000e-04, eta: 3 days, 5:31:22, time: 1.858, data_time: 0.002, memory: 8521, top1_acc: 0.5443, top5_acc: 0.7620, loss_cls: 2.0646, loss: 2.0646, grad_norm: 25.6820 2020-08-09 06:57:33,089 - mmaction - INFO - Epoch [2][120/2505] lr: 5.000e-04, eta: 3 days, 5:29:38, time: 1.896, data_time: 0.003, memory: 8521, top1_acc: 0.5229, top5_acc: 0.7422, loss_cls: 2.1078, loss: 2.1078, grad_norm: 24.5042 2020-08-09 06:58:10,553 - mmaction - INFO - Epoch [2][140/2505] lr: 5.000e-04, eta: 3 days, 5:27:30, time: 1.873, data_time: 0.004, memory: 8521, top1_acc: 0.5099, top5_acc: 0.7271, loss_cls: 2.2211, loss: 2.2211, grad_norm: 26.6125 2020-08-09 06:58:47,947 - mmaction - INFO - Epoch [2][160/2505] lr: 5.000e-04, eta: 3 days, 5:25:21, time: 1.871, data_time: 0.003, memory: 8521, top1_acc: 0.5219, top5_acc: 0.7495, loss_cls: 2.1122, loss: 2.1122, grad_norm: 25.0773 2020-08-09 06:59:25,582 - mmaction - INFO - Epoch [2][180/2505] lr: 5.000e-04, eta: 3 days, 5:23:25, time: 1.882, data_time: 0.002, memory: 8521, top1_acc: 0.5146, top5_acc: 0.7411, loss_cls: 2.1746, loss: 2.1746, grad_norm: 25.2924 2020-08-09 07:00:06,190 - mmaction - INFO - Epoch [2][200/2505] lr: 5.000e-04, eta: 3 days, 5:24:05, time: 2.029, data_time: 0.002, memory: 8521, top1_acc: 0.5214, top5_acc: 0.7583, loss_cls: 2.1542, loss: 2.1542, grad_norm: 26.1224 2020-08-09 07:00:43,948 - mmaction - INFO - Epoch [2][220/2505] lr: 5.000e-04, eta: 3 days, 5:22:14, time: 1.885, data_time: 0.006, memory: 8521, top1_acc: 0.5203, top5_acc: 0.7479, loss_cls: 2.1635, loss: 2.1635, grad_norm: 26.3392 2020-08-09 07:01:21,584 - mmaction - INFO - Epoch [2][240/2505] lr: 5.000e-04, eta: 3 days, 5:20:25, time: 1.886, data_time: 0.006, memory: 8521, top1_acc: 0.5078, top5_acc: 0.7281, loss_cls: 2.2490, loss: 2.2490, grad_norm: 25.5883 2020-08-09 07:01:59,478 - mmaction - INFO - Epoch [2][260/2505] lr: 5.000e-04, eta: 3 days, 5:18:45, time: 1.894, data_time: 0.002, memory: 8521, top1_acc: 0.5193, top5_acc: 0.7359, loss_cls: 2.1398, loss: 2.1398, grad_norm: 25.1155 2020-08-09 07:02:37,882 - mmaction - INFO - Epoch [2][280/2505] lr: 5.000e-04, eta: 3 days, 5:17:33, time: 1.921, data_time: 0.003, memory: 8521, top1_acc: 0.5260, top5_acc: 0.7469, loss_cls: 2.1575, loss: 2.1575, grad_norm: 26.0315 2020-08-09 07:03:16,076 - mmaction - INFO - Epoch [2][300/2505] lr: 5.000e-04, eta: 3 days, 5:16:09, time: 1.908, data_time: 0.002, memory: 8521, top1_acc: 0.5229, top5_acc: 0.7339, loss_cls: 2.1870, loss: 2.1870, grad_norm: 25.6445 2020-08-09 07:03:54,348 - mmaction - INFO - Epoch [2][320/2505] lr: 5.000e-04, eta: 3 days, 5:14:52, time: 1.915, data_time: 0.004, memory: 8521, top1_acc: 0.5234, top5_acc: 0.7448, loss_cls: 2.1797, loss: 2.1797, grad_norm: 24.7176 2020-08-09 07:04:32,163 - mmaction - INFO - Epoch [2][340/2505] lr: 5.000e-04, eta: 3 days, 5:13:12, time: 1.891, data_time: 0.003, memory: 8521, top1_acc: 0.5188, top5_acc: 0.7375, loss_cls: 2.1408, loss: 2.1408, grad_norm: 24.6085 2020-08-09 07:05:10,478 - mmaction - INFO - Epoch [2][360/2505] lr: 5.000e-04, eta: 3 days, 5:11:57, time: 1.915, data_time: 0.002, memory: 8521, top1_acc: 0.5474, top5_acc: 0.7479, loss_cls: 2.1024, loss: 2.1024, grad_norm: 25.2700 2020-08-09 07:05:47,995 - mmaction - INFO - Epoch [2][380/2505] lr: 5.000e-04, eta: 3 days, 5:10:03, time: 1.876, data_time: 0.004, memory: 8521, top1_acc: 0.5224, top5_acc: 0.7516, loss_cls: 2.1054, loss: 2.1054, grad_norm: 23.9941 2020-08-09 07:06:26,453 - mmaction - INFO - Epoch [2][400/2505] lr: 5.000e-04, eta: 3 days, 5:08:57, time: 1.924, data_time: 0.004, memory: 8521, top1_acc: 0.5318, top5_acc: 0.7573, loss_cls: 2.0620, loss: 2.0620, grad_norm: 26.6791 2020-08-09 07:07:04,016 - mmaction - INFO - Epoch [2][420/2505] lr: 5.000e-04, eta: 3 days, 5:07:05, time: 1.876, data_time: 0.002, memory: 8521, top1_acc: 0.5219, top5_acc: 0.7354, loss_cls: 2.1424, loss: 2.1424, grad_norm: 24.6945 2020-08-09 07:07:41,337 - mmaction - INFO - Epoch [2][440/2505] lr: 5.000e-04, eta: 3 days, 5:05:06, time: 1.867, data_time: 0.005, memory: 8521, top1_acc: 0.5500, top5_acc: 0.7516, loss_cls: 2.0592, loss: 2.0592, grad_norm: 25.2436 2020-08-09 07:08:19,227 - mmaction - INFO - Epoch [2][460/2505] lr: 5.000e-04, eta: 3 days, 5:03:35, time: 1.896, data_time: 0.003, memory: 8521, top1_acc: 0.5323, top5_acc: 0.7469, loss_cls: 2.1286, loss: 2.1286, grad_norm: 24.5044 2020-08-09 07:08:56,520 - mmaction - INFO - Epoch [2][480/2505] lr: 5.000e-04, eta: 3 days, 5:01:36, time: 1.865, data_time: 0.002, memory: 8521, top1_acc: 0.5240, top5_acc: 0.7495, loss_cls: 2.1289, loss: 2.1289, grad_norm: 25.0359 2020-08-09 07:09:34,882 - mmaction - INFO - Epoch [2][500/2505] lr: 5.000e-04, eta: 3 days, 5:00:28, time: 1.918, data_time: 0.004, memory: 8521, top1_acc: 0.5380, top5_acc: 0.7495, loss_cls: 2.1001, loss: 2.1001, grad_norm: 25.5591 2020-08-09 07:10:12,705 - mmaction - INFO - Epoch [2][520/2505] lr: 5.000e-04, eta: 3 days, 4:58:55, time: 1.891, data_time: 0.003, memory: 8521, top1_acc: 0.5302, top5_acc: 0.7406, loss_cls: 2.1009, loss: 2.1009, grad_norm: 24.4992 2020-08-09 07:10:50,054 - mmaction - INFO - Epoch [2][540/2505] lr: 5.000e-04, eta: 3 days, 4:57:01, time: 1.868, data_time: 0.003, memory: 8521, top1_acc: 0.5120, top5_acc: 0.7599, loss_cls: 2.0839, loss: 2.0839, grad_norm: 24.6781 2020-08-09 07:11:27,944 - mmaction - INFO - Epoch [2][560/2505] lr: 5.000e-04, eta: 3 days, 4:55:33, time: 1.894, data_time: 0.002, memory: 8521, top1_acc: 0.5167, top5_acc: 0.7406, loss_cls: 2.1502, loss: 2.1502, grad_norm: 25.2970 2020-08-09 07:12:05,964 - mmaction - INFO - Epoch [2][580/2505] lr: 5.000e-04, eta: 3 days, 4:54:11, time: 1.901, data_time: 0.003, memory: 8521, top1_acc: 0.5391, top5_acc: 0.7609, loss_cls: 2.0633, loss: 2.0633, grad_norm: 25.5630 2020-08-09 07:12:43,301 - mmaction - INFO - Epoch [2][600/2505] lr: 5.000e-04, eta: 3 days, 4:52:19, time: 1.867, data_time: 0.002, memory: 8521, top1_acc: 0.5182, top5_acc: 0.7422, loss_cls: 2.1425, loss: 2.1425, grad_norm: 26.1239 2020-08-09 07:13:20,745 - mmaction - INFO - Epoch [2][620/2505] lr: 5.000e-04, eta: 3 days, 4:50:33, time: 1.872, data_time: 0.002, memory: 8521, top1_acc: 0.5125, top5_acc: 0.7385, loss_cls: 2.2246, loss: 2.2246, grad_norm: 26.9112 2020-08-09 07:13:58,226 - mmaction - INFO - Epoch [2][640/2505] lr: 5.000e-04, eta: 3 days, 4:48:49, time: 1.874, data_time: 0.002, memory: 8521, top1_acc: 0.5276, top5_acc: 0.7422, loss_cls: 2.1678, loss: 2.1678, grad_norm: 26.1206 2020-08-09 07:14:36,295 - mmaction - INFO - Epoch [2][660/2505] lr: 5.000e-04, eta: 3 days, 4:47:31, time: 1.902, data_time: 0.002, memory: 8521, top1_acc: 0.5234, top5_acc: 0.7401, loss_cls: 2.1385, loss: 2.1385, grad_norm: 24.3801 2020-08-09 07:15:13,610 - mmaction - INFO - Epoch [2][680/2505] lr: 5.000e-04, eta: 3 days, 4:45:43, time: 1.867, data_time: 0.003, memory: 8521, top1_acc: 0.5406, top5_acc: 0.7547, loss_cls: 2.0601, loss: 2.0601, grad_norm: 24.2250 2020-08-09 07:15:52,507 - mmaction - INFO - Epoch [2][700/2505] lr: 5.000e-04, eta: 3 days, 4:44:52, time: 1.931, data_time: 0.002, memory: 8521, top1_acc: 0.5120, top5_acc: 0.7323, loss_cls: 2.1957, loss: 2.1957, grad_norm: 24.3845 2020-08-09 07:16:30,136 - mmaction - INFO - Epoch [2][720/2505] lr: 5.000e-04, eta: 3 days, 4:43:29, time: 1.895, data_time: 0.015, memory: 8521, top1_acc: 0.5250, top5_acc: 0.7490, loss_cls: 2.1246, loss: 2.1246, grad_norm: 25.6897 2020-08-09 07:17:07,711 - mmaction - INFO - Epoch [2][740/2505] lr: 5.000e-04, eta: 3 days, 4:41:53, time: 1.879, data_time: 0.002, memory: 8521, top1_acc: 0.5370, top5_acc: 0.7443, loss_cls: 2.1368, loss: 2.1368, grad_norm: 23.9232 2020-08-09 07:17:46,317 - mmaction - INFO - Epoch [2][760/2505] lr: 5.000e-04, eta: 3 days, 4:41:02, time: 1.930, data_time: 0.002, memory: 8521, top1_acc: 0.5396, top5_acc: 0.7531, loss_cls: 2.0491, loss: 2.0491, grad_norm: 26.2617 2020-08-09 07:18:23,900 - mmaction - INFO - Epoch [2][780/2505] lr: 5.000e-04, eta: 3 days, 4:39:28, time: 1.879, data_time: 0.003, memory: 8521, top1_acc: 0.5312, top5_acc: 0.7500, loss_cls: 2.0738, loss: 2.0738, grad_norm: 24.0351 2020-08-09 07:19:01,538 - mmaction - INFO - Epoch [2][800/2505] lr: 5.000e-04, eta: 3 days, 4:37:56, time: 1.882, data_time: 0.003, memory: 8521, top1_acc: 0.5594, top5_acc: 0.7589, loss_cls: 2.0093, loss: 2.0093, grad_norm: 23.8521 2020-08-09 07:19:38,830 - mmaction - INFO - Epoch [2][820/2505] lr: 5.000e-04, eta: 3 days, 4:36:10, time: 1.865, data_time: 0.002, memory: 8521, top1_acc: 0.5391, top5_acc: 0.7630, loss_cls: 2.0329, loss: 2.0329, grad_norm: 25.0022 2020-08-09 07:20:16,764 - mmaction - INFO - Epoch [2][840/2505] lr: 5.000e-04, eta: 3 days, 4:34:52, time: 1.896, data_time: 0.002, memory: 8521, top1_acc: 0.5375, top5_acc: 0.7500, loss_cls: 2.0943, loss: 2.0943, grad_norm: 24.7661 2020-08-09 07:20:53,927 - mmaction - INFO - Epoch [2][860/2505] lr: 5.000e-04, eta: 3 days, 4:33:03, time: 1.858, data_time: 0.002, memory: 8521, top1_acc: 0.5370, top5_acc: 0.7672, loss_cls: 2.0507, loss: 2.0507, grad_norm: 25.0521 2020-08-09 07:21:32,111 - mmaction - INFO - Epoch [2][880/2505] lr: 5.000e-04, eta: 3 days, 4:31:56, time: 1.909, data_time: 0.002, memory: 8521, top1_acc: 0.5385, top5_acc: 0.7396, loss_cls: 2.0910, loss: 2.0910, grad_norm: 24.3015 2020-08-09 07:22:09,536 - mmaction - INFO - Epoch [2][900/2505] lr: 5.000e-04, eta: 3 days, 4:30:19, time: 1.872, data_time: 0.002, memory: 8521, top1_acc: 0.5172, top5_acc: 0.7344, loss_cls: 2.1680, loss: 2.1680, grad_norm: 25.3008 2020-08-09 07:22:47,734 - mmaction - INFO - Epoch [2][920/2505] lr: 5.000e-04, eta: 3 days, 4:29:15, time: 1.910, data_time: 0.002, memory: 8521, top1_acc: 0.5354, top5_acc: 0.7594, loss_cls: 2.0278, loss: 2.0278, grad_norm: 23.3326 2020-08-09 07:23:25,975 - mmaction - INFO - Epoch [2][940/2505] lr: 5.000e-04, eta: 3 days, 4:28:12, time: 1.912, data_time: 0.002, memory: 8521, top1_acc: 0.5448, top5_acc: 0.7531, loss_cls: 2.0758, loss: 2.0758, grad_norm: 24.3769 2020-08-09 07:24:03,786 - mmaction - INFO - Epoch [2][960/2505] lr: 5.000e-04, eta: 3 days, 4:26:52, time: 1.891, data_time: 0.002, memory: 8521, top1_acc: 0.5135, top5_acc: 0.7333, loss_cls: 2.2090, loss: 2.2090, grad_norm: 25.5256 2020-08-09 07:24:42,124 - mmaction - INFO - Epoch [2][980/2505] lr: 5.000e-04, eta: 3 days, 4:25:53, time: 1.916, data_time: 0.002, memory: 8521, top1_acc: 0.5297, top5_acc: 0.7438, loss_cls: 2.1450, loss: 2.1450, grad_norm: 25.0605 2020-08-09 07:25:20,334 - mmaction - INFO - Epoch [2][1000/2505] lr: 5.000e-04, eta: 3 days, 4:24:51, time: 1.911, data_time: 0.002, memory: 8521, top1_acc: 0.5323, top5_acc: 0.7510, loss_cls: 2.0822, loss: 2.0822, grad_norm: 24.5485 2020-08-09 07:25:57,656 - mmaction - INFO - Epoch [2][1020/2505] lr: 5.000e-04, eta: 3 days, 4:23:12, time: 1.866, data_time: 0.003, memory: 8521, top1_acc: 0.5526, top5_acc: 0.7667, loss_cls: 2.0354, loss: 2.0354, grad_norm: 25.6108 2020-08-09 07:26:35,858 - mmaction - INFO - Epoch [2][1040/2505] lr: 5.000e-04, eta: 3 days, 4:22:09, time: 1.909, data_time: 0.002, memory: 8521, top1_acc: 0.5245, top5_acc: 0.7365, loss_cls: 2.1749, loss: 2.1749, grad_norm: 24.3648 2020-08-09 07:27:13,752 - mmaction - INFO - Epoch [2][1060/2505] lr: 5.000e-04, eta: 3 days, 4:20:41, time: 1.877, data_time: 0.003, memory: 8521, top1_acc: 0.5214, top5_acc: 0.7427, loss_cls: 2.1634, loss: 2.1634, grad_norm: 24.0189 2020-08-09 07:27:51,857 - mmaction - INFO - Epoch [2][1080/2505] lr: 5.000e-04, eta: 3 days, 4:19:49, time: 1.923, data_time: 0.021, memory: 8521, top1_acc: 0.5411, top5_acc: 0.7698, loss_cls: 2.0266, loss: 2.0266, grad_norm: 24.1568 2020-08-09 07:28:29,968 - mmaction - INFO - Epoch [2][1100/2505] lr: 5.000e-04, eta: 3 days, 4:18:44, time: 1.906, data_time: 0.003, memory: 8521, top1_acc: 0.5432, top5_acc: 0.7474, loss_cls: 2.0688, loss: 2.0688, grad_norm: 24.2146 2020-08-09 07:29:08,204 - mmaction - INFO - Epoch [2][1120/2505] lr: 5.000e-04, eta: 3 days, 4:17:45, time: 1.913, data_time: 0.002, memory: 8521, top1_acc: 0.5536, top5_acc: 0.7708, loss_cls: 1.9708, loss: 1.9708, grad_norm: 24.1173 2020-08-09 07:29:45,777 - mmaction - INFO - Epoch [2][1140/2505] lr: 5.000e-04, eta: 3 days, 4:16:19, time: 1.878, data_time: 0.002, memory: 8521, top1_acc: 0.5453, top5_acc: 0.7682, loss_cls: 1.9774, loss: 1.9774, grad_norm: 25.5251 2020-08-09 07:30:23,066 - mmaction - INFO - Epoch [2][1160/2505] lr: 5.000e-04, eta: 3 days, 4:14:42, time: 1.864, data_time: 0.002, memory: 8521, top1_acc: 0.5521, top5_acc: 0.7615, loss_cls: 2.0505, loss: 2.0505, grad_norm: 25.3441 2020-08-09 07:31:00,866 - mmaction - INFO - Epoch [2][1180/2505] lr: 5.000e-04, eta: 3 days, 4:13:27, time: 1.890, data_time: 0.003, memory: 8521, top1_acc: 0.5432, top5_acc: 0.7474, loss_cls: 2.0513, loss: 2.0513, grad_norm: 23.7419 2020-08-09 07:31:38,673 - mmaction - INFO - Epoch [2][1200/2505] lr: 5.000e-04, eta: 3 days, 4:12:12, time: 1.890, data_time: 0.003, memory: 8521, top1_acc: 0.5344, top5_acc: 0.7536, loss_cls: 2.0724, loss: 2.0724, grad_norm: 23.5326 2020-08-09 07:32:16,892 - mmaction - INFO - Epoch [2][1220/2505] lr: 5.000e-04, eta: 3 days, 4:11:12, time: 1.910, data_time: 0.002, memory: 8521, top1_acc: 0.5349, top5_acc: 0.7562, loss_cls: 2.0472, loss: 2.0472, grad_norm: 24.1603 2020-08-09 07:32:55,125 - mmaction - INFO - Epoch [2][1240/2505] lr: 5.000e-04, eta: 3 days, 4:10:15, time: 1.913, data_time: 0.004, memory: 8521, top1_acc: 0.5109, top5_acc: 0.7396, loss_cls: 2.1600, loss: 2.1600, grad_norm: 24.1656 2020-08-09 07:33:33,383 - mmaction - INFO - Epoch [2][1260/2505] lr: 5.000e-04, eta: 3 days, 4:09:18, time: 1.913, data_time: 0.003, memory: 8521, top1_acc: 0.5417, top5_acc: 0.7750, loss_cls: 2.0118, loss: 2.0118, grad_norm: 24.9520 2020-08-09 07:34:11,366 - mmaction - INFO - Epoch [2][1280/2505] lr: 5.000e-04, eta: 3 days, 4:08:10, time: 1.898, data_time: 0.002, memory: 8521, top1_acc: 0.5297, top5_acc: 0.7516, loss_cls: 2.1164, loss: 2.1164, grad_norm: 24.0175 2020-08-09 07:34:49,002 - mmaction - INFO - Epoch [2][1300/2505] lr: 5.000e-04, eta: 3 days, 4:06:51, time: 1.883, data_time: 0.003, memory: 8521, top1_acc: 0.5229, top5_acc: 0.7469, loss_cls: 2.0955, loss: 2.0955, grad_norm: 24.9648 2020-08-09 07:35:27,972 - mmaction - INFO - Epoch [2][1320/2505] lr: 5.000e-04, eta: 3 days, 4:06:20, time: 1.948, data_time: 0.002, memory: 8521, top1_acc: 0.5552, top5_acc: 0.7594, loss_cls: 1.9882, loss: 1.9882, grad_norm: 23.4005 2020-08-09 07:36:05,485 - mmaction - INFO - Epoch [2][1340/2505] lr: 5.000e-04, eta: 3 days, 4:04:57, time: 1.876, data_time: 0.003, memory: 8521, top1_acc: 0.5474, top5_acc: 0.7490, loss_cls: 2.0426, loss: 2.0426, grad_norm: 23.8033 2020-08-09 07:36:42,920 - mmaction - INFO - Epoch [2][1360/2505] lr: 5.000e-04, eta: 3 days, 4:03:31, time: 1.872, data_time: 0.002, memory: 8521, top1_acc: 0.5307, top5_acc: 0.7573, loss_cls: 2.0988, loss: 2.0988, grad_norm: 23.0579 2020-08-09 07:37:22,034 - mmaction - INFO - Epoch [2][1380/2505] lr: 5.000e-04, eta: 3 days, 4:03:06, time: 1.955, data_time: 0.002, memory: 8521, top1_acc: 0.5370, top5_acc: 0.7672, loss_cls: 2.0532, loss: 2.0532, grad_norm: 24.1153 2020-08-09 07:37:59,502 - mmaction - INFO - Epoch [2][1400/2505] lr: 5.000e-04, eta: 3 days, 4:01:42, time: 1.874, data_time: 0.002, memory: 8521, top1_acc: 0.5292, top5_acc: 0.7536, loss_cls: 2.0872, loss: 2.0872, grad_norm: 24.6160 2020-08-09 07:38:38,528 - mmaction - INFO - Epoch [2][1420/2505] lr: 5.000e-04, eta: 3 days, 4:01:14, time: 1.951, data_time: 0.002, memory: 8521, top1_acc: 0.5615, top5_acc: 0.7677, loss_cls: 1.9791, loss: 1.9791, grad_norm: 24.5501 2020-08-09 07:39:16,033 - mmaction - INFO - Epoch [2][1440/2505] lr: 5.000e-04, eta: 3 days, 3:59:52, time: 1.876, data_time: 0.003, memory: 8521, top1_acc: 0.5479, top5_acc: 0.7729, loss_cls: 2.0187, loss: 2.0187, grad_norm: 23.4108 2020-08-09 07:39:54,024 - mmaction - INFO - Epoch [2][1460/2505] lr: 5.000e-04, eta: 3 days, 3:58:48, time: 1.899, data_time: 0.002, memory: 8521, top1_acc: 0.5297, top5_acc: 0.7578, loss_cls: 2.0360, loss: 2.0360, grad_norm: 25.0351 2020-08-09 07:40:31,708 - mmaction - INFO - Epoch [2][1480/2505] lr: 5.000e-04, eta: 3 days, 3:57:33, time: 1.884, data_time: 0.003, memory: 8521, top1_acc: 0.5589, top5_acc: 0.7656, loss_cls: 1.9908, loss: 1.9908, grad_norm: 23.7938 2020-08-09 07:41:10,199 - mmaction - INFO - Epoch [2][1500/2505] lr: 5.000e-04, eta: 3 days, 3:56:45, time: 1.923, data_time: 0.003, memory: 8521, top1_acc: 0.5630, top5_acc: 0.7599, loss_cls: 1.9746, loss: 1.9746, grad_norm: 23.4911 2020-08-09 07:41:49,133 - mmaction - INFO - Epoch [2][1520/2505] lr: 5.000e-04, eta: 3 days, 3:56:16, time: 1.949, data_time: 0.004, memory: 8521, top1_acc: 0.5427, top5_acc: 0.7677, loss_cls: 2.0126, loss: 2.0126, grad_norm: 24.5479 2020-08-09 07:42:27,108 - mmaction - INFO - Epoch [2][1540/2505] lr: 5.000e-04, eta: 3 days, 3:55:12, time: 1.898, data_time: 0.003, memory: 8521, top1_acc: 0.5438, top5_acc: 0.7495, loss_cls: 2.1067, loss: 2.1067, grad_norm: 24.2863 2020-08-09 07:43:05,222 - mmaction - INFO - Epoch [2][1560/2505] lr: 5.000e-04, eta: 3 days, 3:54:07, time: 1.897, data_time: 0.003, memory: 8521, top1_acc: 0.5406, top5_acc: 0.7672, loss_cls: 2.0549, loss: 2.0549, grad_norm: 23.5842 2020-08-09 07:43:42,739 - mmaction - INFO - Epoch [2][1580/2505] lr: 5.000e-04, eta: 3 days, 3:52:53, time: 1.885, data_time: 0.011, memory: 8521, top1_acc: 0.5479, top5_acc: 0.7755, loss_cls: 1.9894, loss: 1.9894, grad_norm: 24.3738 2020-08-09 07:44:21,640 - mmaction - INFO - Epoch [2][1600/2505] lr: 5.000e-04, eta: 3 days, 3:52:22, time: 1.945, data_time: 0.002, memory: 8521, top1_acc: 0.5411, top5_acc: 0.7719, loss_cls: 2.0308, loss: 2.0308, grad_norm: 24.2881 2020-08-09 07:44:59,555 - mmaction - INFO - Epoch [2][1620/2505] lr: 5.000e-04, eta: 3 days, 3:51:17, time: 1.896, data_time: 0.003, memory: 8521, top1_acc: 0.5359, top5_acc: 0.7438, loss_cls: 2.0568, loss: 2.0568, grad_norm: 24.0035 2020-08-09 07:45:37,205 - mmaction - INFO - Epoch [2][1640/2505] lr: 5.000e-04, eta: 3 days, 3:49:51, time: 1.865, data_time: 0.002, memory: 8521, top1_acc: 0.5370, top5_acc: 0.7526, loss_cls: 2.0510, loss: 2.0510, grad_norm: 25.1034 2020-08-09 07:46:15,298 - mmaction - INFO - Epoch [2][1660/2505] lr: 5.000e-04, eta: 3 days, 3:49:03, time: 1.921, data_time: 0.020, memory: 8521, top1_acc: 0.5417, top5_acc: 0.7635, loss_cls: 1.9965, loss: 1.9965, grad_norm: 23.5657 2020-08-09 07:46:53,016 - mmaction - INFO - Epoch [2][1680/2505] lr: 5.000e-04, eta: 3 days, 3:47:53, time: 1.888, data_time: 0.004, memory: 8521, top1_acc: 0.5406, top5_acc: 0.7677, loss_cls: 2.0021, loss: 2.0021, grad_norm: 23.9456 2020-08-09 07:47:31,417 - mmaction - INFO - Epoch [2][1700/2505] lr: 5.000e-04, eta: 3 days, 3:47:03, time: 1.917, data_time: 0.002, memory: 8521, top1_acc: 0.5646, top5_acc: 0.7802, loss_cls: 1.9587, loss: 1.9587, grad_norm: 24.0645 2020-08-09 07:48:09,829 - mmaction - INFO - Epoch [2][1720/2505] lr: 5.000e-04, eta: 3 days, 3:46:17, time: 1.923, data_time: 0.005, memory: 8521, top1_acc: 0.5401, top5_acc: 0.7672, loss_cls: 2.0312, loss: 2.0312, grad_norm: 23.6640 2020-08-09 07:48:47,700 - mmaction - INFO - Epoch [2][1740/2505] lr: 5.000e-04, eta: 3 days, 3:45:08, time: 1.888, data_time: 0.002, memory: 8521, top1_acc: 0.5255, top5_acc: 0.7536, loss_cls: 2.0863, loss: 2.0863, grad_norm: 25.1667 2020-08-09 07:49:25,923 - mmaction - INFO - Epoch [2][1760/2505] lr: 5.000e-04, eta: 3 days, 3:44:18, time: 1.916, data_time: 0.007, memory: 8521, top1_acc: 0.5427, top5_acc: 0.7729, loss_cls: 2.0034, loss: 2.0034, grad_norm: 23.4788 2020-08-09 07:50:04,543 - mmaction - INFO - Epoch [2][1780/2505] lr: 5.000e-04, eta: 3 days, 3:43:38, time: 1.931, data_time: 0.003, memory: 8521, top1_acc: 0.5542, top5_acc: 0.7729, loss_cls: 1.9481, loss: 1.9481, grad_norm: 23.7313 2020-08-09 07:50:42,557 - mmaction - INFO - Epoch [2][1800/2505] lr: 5.000e-04, eta: 3 days, 3:42:38, time: 1.901, data_time: 0.002, memory: 8521, top1_acc: 0.5354, top5_acc: 0.7505, loss_cls: 2.0969, loss: 2.0969, grad_norm: 23.1678 2020-08-09 07:51:20,726 - mmaction - INFO - Epoch [2][1820/2505] lr: 5.000e-04, eta: 3 days, 3:41:43, time: 1.909, data_time: 0.003, memory: 8521, top1_acc: 0.5526, top5_acc: 0.7703, loss_cls: 1.9627, loss: 1.9627, grad_norm: 23.6111 2020-08-09 07:51:59,133 - mmaction - INFO - Epoch [2][1840/2505] lr: 5.000e-04, eta: 3 days, 3:40:53, time: 1.915, data_time: 0.002, memory: 8521, top1_acc: 0.5328, top5_acc: 0.7630, loss_cls: 2.0478, loss: 2.0478, grad_norm: 23.5026 2020-08-09 07:52:36,817 - mmaction - INFO - Epoch [2][1860/2505] lr: 5.000e-04, eta: 3 days, 3:39:46, time: 1.890, data_time: 0.008, memory: 8521, top1_acc: 0.5563, top5_acc: 0.7687, loss_cls: 1.9723, loss: 1.9723, grad_norm: 25.0173 2020-08-09 07:53:15,420 - mmaction - INFO - Epoch [2][1880/2505] lr: 5.000e-04, eta: 3 days, 3:39:05, time: 1.930, data_time: 0.002, memory: 8521, top1_acc: 0.5505, top5_acc: 0.7516, loss_cls: 2.0584, loss: 2.0584, grad_norm: 23.7876 2020-08-09 07:53:53,001 - mmaction - INFO - Epoch [2][1900/2505] lr: 5.000e-04, eta: 3 days, 3:37:53, time: 1.880, data_time: 0.005, memory: 8521, top1_acc: 0.5547, top5_acc: 0.7839, loss_cls: 1.9183, loss: 1.9183, grad_norm: 23.7169 2020-08-09 07:54:31,685 - mmaction - INFO - Epoch [2][1920/2505] lr: 5.000e-04, eta: 3 days, 3:37:14, time: 1.933, data_time: 0.002, memory: 8521, top1_acc: 0.5391, top5_acc: 0.7693, loss_cls: 2.0284, loss: 2.0284, grad_norm: 24.1540 2020-08-09 07:55:10,362 - mmaction - INFO - Epoch [2][1940/2505] lr: 5.000e-04, eta: 3 days, 3:36:37, time: 1.936, data_time: 0.004, memory: 8521, top1_acc: 0.5578, top5_acc: 0.7719, loss_cls: 1.9499, loss: 1.9499, grad_norm: 24.1710 2020-08-09 07:55:48,493 - mmaction - INFO - Epoch [2][1960/2505] lr: 5.000e-04, eta: 3 days, 3:35:36, time: 1.896, data_time: 0.002, memory: 8521, top1_acc: 0.5422, top5_acc: 0.7474, loss_cls: 2.0714, loss: 2.0714, grad_norm: 24.1426 2020-08-09 07:56:26,388 - mmaction - INFO - Epoch [2][1980/2505] lr: 5.000e-04, eta: 3 days, 3:34:39, time: 1.905, data_time: 0.012, memory: 8521, top1_acc: 0.5313, top5_acc: 0.7500, loss_cls: 2.0559, loss: 2.0559, grad_norm: 24.3515 2020-08-09 07:57:03,969 - mmaction - INFO - Epoch [2][2000/2505] lr: 5.000e-04, eta: 3 days, 3:33:27, time: 1.879, data_time: 0.002, memory: 8521, top1_acc: 0.5682, top5_acc: 0.7729, loss_cls: 1.9343, loss: 1.9343, grad_norm: 23.8679 2020-08-09 07:57:42,336 - mmaction - INFO - Epoch [2][2020/2505] lr: 5.000e-04, eta: 3 days, 3:32:40, time: 1.918, data_time: 0.003, memory: 8521, top1_acc: 0.5620, top5_acc: 0.7682, loss_cls: 1.9478, loss: 1.9478, grad_norm: 22.4497 2020-08-09 07:58:20,998 - mmaction - INFO - Epoch [2][2040/2505] lr: 5.000e-04, eta: 3 days, 3:32:03, time: 1.934, data_time: 0.003, memory: 8521, top1_acc: 0.5484, top5_acc: 0.7599, loss_cls: 2.0152, loss: 2.0152, grad_norm: 23.6034 2020-08-09 07:58:58,755 - mmaction - INFO - Epoch [2][2060/2505] lr: 5.000e-04, eta: 3 days, 3:30:51, time: 1.879, data_time: 0.002, memory: 8521, top1_acc: 0.5453, top5_acc: 0.7620, loss_cls: 2.0171, loss: 2.0171, grad_norm: 23.6891 2020-08-09 07:59:36,776 - mmaction - INFO - Epoch [2][2080/2505] lr: 5.000e-04, eta: 3 days, 3:29:59, time: 1.909, data_time: 0.011, memory: 8521, top1_acc: 0.5469, top5_acc: 0.7672, loss_cls: 1.9971, loss: 1.9971, grad_norm: 23.8412 2020-08-09 08:00:17,199 - mmaction - INFO - Epoch [2][2100/2505] lr: 5.000e-04, eta: 3 days, 3:30:12, time: 2.017, data_time: 0.003, memory: 8521, top1_acc: 0.5479, top5_acc: 0.7661, loss_cls: 1.9937, loss: 1.9937, grad_norm: 23.2543 2020-08-09 08:00:56,180 - mmaction - INFO - Epoch [2][2120/2505] lr: 5.000e-04, eta: 3 days, 3:29:47, time: 1.954, data_time: 0.012, memory: 8521, top1_acc: 0.5688, top5_acc: 0.7760, loss_cls: 1.9307, loss: 1.9307, grad_norm: 23.7269 2020-08-09 08:01:34,588 - mmaction - INFO - Epoch [2][2140/2505] lr: 5.000e-04, eta: 3 days, 3:29:00, time: 1.920, data_time: 0.002, memory: 8521, top1_acc: 0.5422, top5_acc: 0.7615, loss_cls: 2.0139, loss: 2.0139, grad_norm: 23.9424 2020-08-09 08:02:12,698 - mmaction - INFO - Epoch [2][2160/2505] lr: 5.000e-04, eta: 3 days, 3:28:06, time: 1.906, data_time: 0.003, memory: 8521, top1_acc: 0.5245, top5_acc: 0.7615, loss_cls: 2.0885, loss: 2.0885, grad_norm: 23.5075 2020-08-09 08:02:50,149 - mmaction - INFO - Epoch [2][2180/2505] lr: 5.000e-04, eta: 3 days, 3:26:52, time: 1.873, data_time: 0.003, memory: 8521, top1_acc: 0.5568, top5_acc: 0.7667, loss_cls: 1.9496, loss: 1.9496, grad_norm: 22.2910 2020-08-09 08:03:28,887 - mmaction - INFO - Epoch [2][2200/2505] lr: 5.000e-04, eta: 3 days, 3:26:16, time: 1.937, data_time: 0.005, memory: 8521, top1_acc: 0.5458, top5_acc: 0.7615, loss_cls: 1.9829, loss: 1.9829, grad_norm: 22.5236 2020-08-09 08:04:06,502 - mmaction - INFO - Epoch [2][2220/2505] lr: 5.000e-04, eta: 3 days, 3:25:07, time: 1.881, data_time: 0.002, memory: 8521, top1_acc: 0.5349, top5_acc: 0.7589, loss_cls: 2.0355, loss: 2.0355, grad_norm: 24.5988 2020-08-09 08:04:44,462 - mmaction - INFO - Epoch [2][2240/2505] lr: 5.000e-04, eta: 3 days, 3:24:09, time: 1.898, data_time: 0.002, memory: 8521, top1_acc: 0.5552, top5_acc: 0.7651, loss_cls: 1.9702, loss: 1.9702, grad_norm: 23.6628 2020-08-09 08:05:22,623 - mmaction - INFO - Epoch [2][2260/2505] lr: 5.000e-04, eta: 3 days, 3:23:16, time: 1.907, data_time: 0.002, memory: 8521, top1_acc: 0.5552, top5_acc: 0.7703, loss_cls: 1.9449, loss: 1.9449, grad_norm: 23.1068 2020-08-09 08:06:00,370 - mmaction - INFO - Epoch [2][2280/2505] lr: 5.000e-04, eta: 3 days, 3:22:12, time: 1.888, data_time: 0.004, memory: 8521, top1_acc: 0.5651, top5_acc: 0.7682, loss_cls: 1.9422, loss: 1.9422, grad_norm: 22.4954 2020-08-09 08:06:37,915 - mmaction - INFO - Epoch [2][2300/2505] lr: 5.000e-04, eta: 3 days, 3:21:02, time: 1.877, data_time: 0.004, memory: 8521, top1_acc: 0.5688, top5_acc: 0.7745, loss_cls: 1.9438, loss: 1.9438, grad_norm: 24.0029 2020-08-09 08:07:15,349 - mmaction - INFO - Epoch [2][2320/2505] lr: 5.000e-04, eta: 3 days, 3:19:49, time: 1.872, data_time: 0.003, memory: 8521, top1_acc: 0.5339, top5_acc: 0.7453, loss_cls: 2.0985, loss: 2.0985, grad_norm: 24.5728 2020-08-09 08:07:54,956 - mmaction - INFO - Epoch [2][2340/2505] lr: 5.000e-04, eta: 3 days, 3:19:38, time: 1.979, data_time: 0.002, memory: 8521, top1_acc: 0.5542, top5_acc: 0.7771, loss_cls: 1.9579, loss: 1.9579, grad_norm: 23.6599 2020-08-09 08:08:33,170 - mmaction - INFO - Epoch [2][2360/2505] lr: 5.000e-04, eta: 3 days, 3:18:48, time: 1.912, data_time: 0.004, memory: 8521, top1_acc: 0.5469, top5_acc: 0.7667, loss_cls: 1.9660, loss: 1.9660, grad_norm: 23.4356 2020-08-09 08:09:10,689 - mmaction - INFO - Epoch [2][2380/2505] lr: 5.000e-04, eta: 3 days, 3:17:39, time: 1.876, data_time: 0.003, memory: 8521, top1_acc: 0.5354, top5_acc: 0.7552, loss_cls: 2.0922, loss: 2.0922, grad_norm: 23.9085 2020-08-09 08:09:48,872 - mmaction - INFO - Epoch [2][2400/2505] lr: 5.000e-04, eta: 3 days, 3:16:48, time: 1.909, data_time: 0.002, memory: 8521, top1_acc: 0.5411, top5_acc: 0.7635, loss_cls: 2.0688, loss: 2.0688, grad_norm: 23.8941 2020-08-09 08:10:26,979 - mmaction - INFO - Epoch [2][2420/2505] lr: 5.000e-04, eta: 3 days, 3:15:55, time: 1.906, data_time: 0.003, memory: 8521, top1_acc: 0.5635, top5_acc: 0.7938, loss_cls: 1.8830, loss: 1.8830, grad_norm: 24.1588 2020-08-09 08:11:04,762 - mmaction - INFO - Epoch [2][2440/2505] lr: 5.000e-04, eta: 3 days, 3:14:53, time: 1.889, data_time: 0.003, memory: 8521, top1_acc: 0.5557, top5_acc: 0.7844, loss_cls: 1.9457, loss: 1.9457, grad_norm: 24.1876 2020-08-09 08:11:42,891 - mmaction - INFO - Epoch [2][2460/2505] lr: 5.000e-04, eta: 3 days, 3:14:00, time: 1.906, data_time: 0.003, memory: 8521, top1_acc: 0.5411, top5_acc: 0.7594, loss_cls: 2.0339, loss: 2.0339, grad_norm: 24.1054 2020-08-09 08:12:21,146 - mmaction - INFO - Epoch [2][2480/2505] lr: 5.000e-04, eta: 3 days, 3:13:12, time: 1.913, data_time: 0.003, memory: 8521, top1_acc: 0.5656, top5_acc: 0.7729, loss_cls: 1.9426, loss: 1.9426, grad_norm: 23.2278 2020-08-09 08:12:58,545 - mmaction - INFO - Epoch [2][2500/2505] lr: 5.000e-04, eta: 3 days, 3:12:00, time: 1.870, data_time: 0.003, memory: 8521, top1_acc: 0.5599, top5_acc: 0.7708, loss_cls: 1.9184, loss: 1.9184, grad_norm: 22.5646 2020-08-09 08:13:16,453 - mmaction - INFO - Saving checkpoint at 2 epochs 2020-08-09 08:14:45,174 - mmaction - INFO - Epoch [3][20/2505] lr: 5.000e-04, eta: 3 days, 3:29:12, time: 4.348, data_time: 2.420, memory: 8521, top1_acc: 0.5365, top5_acc: 0.7469, loss_cls: 2.0633, loss: 2.0633, grad_norm: 23.4884 2020-08-09 08:15:23,847 - mmaction - INFO - Epoch [3][40/2505] lr: 5.000e-04, eta: 3 days, 3:28:31, time: 1.934, data_time: 0.007, memory: 8521, top1_acc: 0.5682, top5_acc: 0.7802, loss_cls: 1.8852, loss: 1.8852, grad_norm: 23.1495 2020-08-09 08:16:01,928 - mmaction - INFO - Epoch [3][60/2505] lr: 5.000e-04, eta: 3 days, 3:27:33, time: 1.904, data_time: 0.005, memory: 8521, top1_acc: 0.5490, top5_acc: 0.7453, loss_cls: 1.9956, loss: 1.9956, grad_norm: 23.0155 2020-08-09 08:16:39,566 - mmaction - INFO - Epoch [3][80/2505] lr: 5.000e-04, eta: 3 days, 3:26:24, time: 1.882, data_time: 0.002, memory: 8521, top1_acc: 0.5312, top5_acc: 0.7609, loss_cls: 2.0446, loss: 2.0446, grad_norm: 22.7750 2020-08-09 08:17:17,772 - mmaction - INFO - Epoch [3][100/2505] lr: 5.000e-04, eta: 3 days, 3:25:31, time: 1.910, data_time: 0.002, memory: 8521, top1_acc: 0.5531, top5_acc: 0.7828, loss_cls: 1.9380, loss: 1.9380, grad_norm: 23.6280 2020-08-09 08:17:55,296 - mmaction - INFO - Epoch [3][120/2505] lr: 5.000e-04, eta: 3 days, 3:24:19, time: 1.876, data_time: 0.002, memory: 8521, top1_acc: 0.5719, top5_acc: 0.7771, loss_cls: 1.9205, loss: 1.9205, grad_norm: 24.1072 2020-08-09 08:18:34,322 - mmaction - INFO - Epoch [3][140/2505] lr: 5.000e-04, eta: 3 days, 3:23:48, time: 1.950, data_time: 0.002, memory: 8521, top1_acc: 0.5469, top5_acc: 0.7682, loss_cls: 1.9170, loss: 1.9170, grad_norm: 23.9111 2020-08-09 08:19:12,627 - mmaction - INFO - Epoch [3][160/2505] lr: 5.000e-04, eta: 3 days, 3:22:58, time: 1.917, data_time: 0.003, memory: 8521, top1_acc: 0.5406, top5_acc: 0.7677, loss_cls: 1.9844, loss: 1.9844, grad_norm: 24.5967 2020-08-09 08:19:50,511 - mmaction - INFO - Epoch [3][180/2505] lr: 5.000e-04, eta: 3 days, 3:21:55, time: 1.892, data_time: 0.002, memory: 8521, top1_acc: 0.5531, top5_acc: 0.7807, loss_cls: 1.9186, loss: 1.9186, grad_norm: 23.6982 2020-08-09 08:20:28,911 - mmaction - INFO - Epoch [3][200/2505] lr: 5.000e-04, eta: 3 days, 3:21:06, time: 1.917, data_time: 0.004, memory: 8521, top1_acc: 0.5792, top5_acc: 0.7693, loss_cls: 1.9013, loss: 1.9013, grad_norm: 22.8932 2020-08-09 08:21:07,005 - mmaction - INFO - Epoch [3][220/2505] lr: 5.000e-04, eta: 3 days, 3:20:12, time: 1.910, data_time: 0.010, memory: 8521, top1_acc: 0.5521, top5_acc: 0.7750, loss_cls: 1.9580, loss: 1.9580, grad_norm: 24.2022 2020-08-09 08:21:45,573 - mmaction - INFO - Epoch [3][240/2505] lr: 5.000e-04, eta: 3 days, 3:19:29, time: 1.928, data_time: 0.002, memory: 8521, top1_acc: 0.5578, top5_acc: 0.7604, loss_cls: 1.9691, loss: 1.9691, grad_norm: 22.7366 2020-08-09 08:22:23,864 - mmaction - INFO - Epoch [3][260/2505] lr: 5.000e-04, eta: 3 days, 3:18:39, time: 1.915, data_time: 0.002, memory: 8521, top1_acc: 0.5724, top5_acc: 0.7719, loss_cls: 1.8942, loss: 1.8942, grad_norm: 23.9079 2020-08-09 08:23:02,012 - mmaction - INFO - Epoch [3][280/2505] lr: 5.000e-04, eta: 3 days, 3:17:44, time: 1.905, data_time: 0.003, memory: 8521, top1_acc: 0.5755, top5_acc: 0.7693, loss_cls: 1.9131, loss: 1.9131, grad_norm: 22.4032 2020-08-09 08:23:40,105 - mmaction - INFO - Epoch [3][300/2505] lr: 5.000e-04, eta: 3 days, 3:16:50, time: 1.907, data_time: 0.006, memory: 8521, top1_acc: 0.5880, top5_acc: 0.7870, loss_cls: 1.8596, loss: 1.8596, grad_norm: 22.7855 2020-08-09 08:24:19,281 - mmaction - INFO - Epoch [3][320/2505] lr: 5.000e-04, eta: 3 days, 3:16:23, time: 1.959, data_time: 0.003, memory: 8521, top1_acc: 0.5687, top5_acc: 0.7802, loss_cls: 1.9074, loss: 1.9074, grad_norm: 23.7859 2020-08-09 08:24:58,666 - mmaction - INFO - Epoch [3][340/2505] lr: 5.000e-04, eta: 3 days, 3:16:01, time: 1.967, data_time: 0.002, memory: 8521, top1_acc: 0.5635, top5_acc: 0.7818, loss_cls: 1.9255, loss: 1.9255, grad_norm: 23.3757 2020-08-09 08:25:36,900 - mmaction - INFO - Epoch [3][360/2505] lr: 5.000e-04, eta: 3 days, 3:15:10, time: 1.913, data_time: 0.004, memory: 8521, top1_acc: 0.5703, top5_acc: 0.7750, loss_cls: 1.9188, loss: 1.9188, grad_norm: 23.1908 2020-08-09 08:26:16,230 - mmaction - INFO - Epoch [3][380/2505] lr: 5.000e-04, eta: 3 days, 3:14:47, time: 1.966, data_time: 0.005, memory: 8521, top1_acc: 0.5734, top5_acc: 0.7906, loss_cls: 1.8437, loss: 1.8437, grad_norm: 22.2775 2020-08-09 08:26:54,326 - mmaction - INFO - Epoch [3][400/2505] lr: 5.000e-04, eta: 3 days, 3:13:52, time: 1.905, data_time: 0.003, memory: 8521, top1_acc: 0.5859, top5_acc: 0.7807, loss_cls: 1.9021, loss: 1.9021, grad_norm: 22.5721 2020-08-09 08:27:33,753 - mmaction - INFO - Epoch [3][420/2505] lr: 5.000e-04, eta: 3 days, 3:13:31, time: 1.972, data_time: 0.003, memory: 8521, top1_acc: 0.5599, top5_acc: 0.7729, loss_cls: 1.9679, loss: 1.9679, grad_norm: 25.0006 2020-08-09 08:28:11,726 - mmaction - INFO - Epoch [3][440/2505] lr: 5.000e-04, eta: 3 days, 3:12:26, time: 1.885, data_time: 0.002, memory: 8521, top1_acc: 0.5490, top5_acc: 0.7661, loss_cls: 1.9928, loss: 1.9928, grad_norm: 23.1390 2020-08-09 08:28:49,857 - mmaction - INFO - Epoch [3][460/2505] lr: 5.000e-04, eta: 3 days, 3:11:39, time: 1.920, data_time: 0.016, memory: 8521, top1_acc: 0.5677, top5_acc: 0.7807, loss_cls: 1.8941, loss: 1.8941, grad_norm: 23.4280 2020-08-09 08:29:27,872 - mmaction - INFO - Epoch [3][480/2505] lr: 5.000e-04, eta: 3 days, 3:10:43, time: 1.901, data_time: 0.003, memory: 8521, top1_acc: 0.5542, top5_acc: 0.7760, loss_cls: 1.9802, loss: 1.9802, grad_norm: 23.2958 2020-08-09 08:30:06,899 - mmaction - INFO - Epoch [3][500/2505] lr: 5.000e-04, eta: 3 days, 3:10:12, time: 1.951, data_time: 0.002, memory: 8521, top1_acc: 0.5661, top5_acc: 0.7839, loss_cls: 1.8637, loss: 1.8637, grad_norm: 21.9919 2020-08-09 08:30:45,150 - mmaction - INFO - Epoch [3][520/2505] lr: 5.000e-04, eta: 3 days, 3:09:21, time: 1.912, data_time: 0.005, memory: 8521, top1_acc: 0.5682, top5_acc: 0.7896, loss_cls: 1.8720, loss: 1.8720, grad_norm: 22.5994 2020-08-09 08:31:23,041 - mmaction - INFO - Epoch [3][540/2505] lr: 5.000e-04, eta: 3 days, 3:08:22, time: 1.896, data_time: 0.004, memory: 8521, top1_acc: 0.5599, top5_acc: 0.7859, loss_cls: 1.9227, loss: 1.9227, grad_norm: 24.7294 2020-08-09 08:32:00,453 - mmaction - INFO - Epoch [3][560/2505] lr: 5.000e-04, eta: 3 days, 3:07:10, time: 1.871, data_time: 0.003, memory: 8521, top1_acc: 0.5495, top5_acc: 0.7625, loss_cls: 1.9873, loss: 1.9873, grad_norm: 22.4390 2020-08-09 08:32:38,883 - mmaction - INFO - Epoch [3][580/2505] lr: 5.000e-04, eta: 3 days, 3:06:24, time: 1.920, data_time: 0.002, memory: 8521, top1_acc: 0.5891, top5_acc: 0.7750, loss_cls: 1.8757, loss: 1.8757, grad_norm: 23.2106 2020-08-09 08:33:16,701 - mmaction - INFO - Epoch [3][600/2505] lr: 5.000e-04, eta: 3 days, 3:05:24, time: 1.893, data_time: 0.005, memory: 8521, top1_acc: 0.5682, top5_acc: 0.7870, loss_cls: 1.9029, loss: 1.9029, grad_norm: 22.9255 2020-08-09 08:33:54,914 - mmaction - INFO - Epoch [3][620/2505] lr: 5.000e-04, eta: 3 days, 3:04:33, time: 1.910, data_time: 0.002, memory: 8521, top1_acc: 0.5693, top5_acc: 0.7844, loss_cls: 1.8351, loss: 1.8351, grad_norm: 23.2554 2020-08-09 08:34:33,235 - mmaction - INFO - Epoch [3][640/2505] lr: 5.000e-04, eta: 3 days, 3:03:45, time: 1.916, data_time: 0.003, memory: 8521, top1_acc: 0.5677, top5_acc: 0.7781, loss_cls: 1.8849, loss: 1.8849, grad_norm: 22.8678 2020-08-09 08:35:11,844 - mmaction - INFO - Epoch [3][660/2505] lr: 5.000e-04, eta: 3 days, 3:02:55, time: 1.914, data_time: 0.002, memory: 8521, top1_acc: 0.5698, top5_acc: 0.7885, loss_cls: 1.8846, loss: 1.8846, grad_norm: 23.0069 2020-08-09 08:35:49,894 - mmaction - INFO - Epoch [3][680/2505] lr: 5.000e-04, eta: 3 days, 3:02:09, time: 1.918, data_time: 0.019, memory: 8521, top1_acc: 0.5677, top5_acc: 0.7750, loss_cls: 1.9013, loss: 1.9013, grad_norm: 23.9710 2020-08-09 08:36:28,493 - mmaction - INFO - Epoch [3][700/2505] lr: 5.000e-04, eta: 3 days, 3:01:27, time: 1.930, data_time: 0.003, memory: 8521, top1_acc: 0.5620, top5_acc: 0.7839, loss_cls: 1.8870, loss: 1.8870, grad_norm: 22.6656 2020-08-09 08:37:07,071 - mmaction - INFO - Epoch [3][720/2505] lr: 5.000e-04, eta: 3 days, 3:00:46, time: 1.929, data_time: 0.003, memory: 8521, top1_acc: 0.5583, top5_acc: 0.7661, loss_cls: 1.9451, loss: 1.9451, grad_norm: 22.0554 2020-08-09 08:37:46,245 - mmaction - INFO - Epoch [3][740/2505] lr: 5.000e-04, eta: 3 days, 3:00:18, time: 1.958, data_time: 0.003, memory: 8521, top1_acc: 0.5563, top5_acc: 0.7885, loss_cls: 1.8978, loss: 1.8978, grad_norm: 23.5352 2020-08-09 08:38:24,632 - mmaction - INFO - Epoch [3][760/2505] lr: 5.000e-04, eta: 3 days, 2:59:33, time: 1.921, data_time: 0.003, memory: 8521, top1_acc: 0.5740, top5_acc: 0.7870, loss_cls: 1.8529, loss: 1.8529, grad_norm: 23.4212 2020-08-09 08:39:02,598 - mmaction - INFO - Epoch [3][780/2505] lr: 5.000e-04, eta: 3 days, 2:58:34, time: 1.893, data_time: 0.003, memory: 8521, top1_acc: 0.5604, top5_acc: 0.7813, loss_cls: 1.8993, loss: 1.8993, grad_norm: 23.4561 2020-08-09 08:39:40,769 - mmaction - INFO - Epoch [3][800/2505] lr: 5.000e-04, eta: 3 days, 2:57:42, time: 1.909, data_time: 0.007, memory: 8521, top1_acc: 0.5651, top5_acc: 0.7865, loss_cls: 1.8971, loss: 1.8971, grad_norm: 22.8647 2020-08-09 08:40:19,405 - mmaction - INFO - Epoch [3][820/2505] lr: 5.000e-04, eta: 3 days, 2:57:04, time: 1.936, data_time: 0.009, memory: 8521, top1_acc: 0.5531, top5_acc: 0.7734, loss_cls: 1.9814, loss: 1.9814, grad_norm: 23.4536 2020-08-09 08:40:56,998 - mmaction - INFO - Epoch [3][840/2505] lr: 5.000e-04, eta: 3 days, 2:56:00, time: 1.880, data_time: 0.003, memory: 8521, top1_acc: 0.5719, top5_acc: 0.7844, loss_cls: 1.8537, loss: 1.8537, grad_norm: 23.0978 2020-08-09 08:41:34,588 - mmaction - INFO - Epoch [3][860/2505] lr: 5.000e-04, eta: 3 days, 2:54:55, time: 1.879, data_time: 0.004, memory: 8521, top1_acc: 0.5547, top5_acc: 0.7714, loss_cls: 1.9574, loss: 1.9574, grad_norm: 22.9705 2020-08-09 08:42:12,535 - mmaction - INFO - Epoch [3][880/2505] lr: 5.000e-04, eta: 3 days, 2:53:53, time: 1.886, data_time: 0.002, memory: 8521, top1_acc: 0.5740, top5_acc: 0.7922, loss_cls: 1.8555, loss: 1.8555, grad_norm: 22.9524 2020-08-09 08:42:51,001 - mmaction - INFO - Epoch [3][900/2505] lr: 5.000e-04, eta: 3 days, 2:53:05, time: 1.915, data_time: 0.013, memory: 8521, top1_acc: 0.5661, top5_acc: 0.7823, loss_cls: 1.9418, loss: 1.9418, grad_norm: 23.1428 2020-08-09 08:43:29,020 - mmaction - INFO - Epoch [3][920/2505] lr: 5.000e-04, eta: 3 days, 2:52:20, time: 1.920, data_time: 0.021, memory: 8521, top1_acc: 0.5797, top5_acc: 0.7833, loss_cls: 1.8797, loss: 1.8797, grad_norm: 23.1845 2020-08-09 08:44:07,412 - mmaction - INFO - Epoch [3][940/2505] lr: 5.000e-04, eta: 3 days, 2:51:35, time: 1.919, data_time: 0.002, memory: 8521, top1_acc: 0.5620, top5_acc: 0.7766, loss_cls: 1.9506, loss: 1.9506, grad_norm: 24.8878 2020-08-09 08:44:45,672 - mmaction - INFO - Epoch [3][960/2505] lr: 5.000e-04, eta: 3 days, 2:50:46, time: 1.913, data_time: 0.003, memory: 8521, top1_acc: 0.5667, top5_acc: 0.7870, loss_cls: 1.8820, loss: 1.8820, grad_norm: 23.3655 2020-08-09 08:45:25,262 - mmaction - INFO - Epoch [3][980/2505] lr: 5.000e-04, eta: 3 days, 2:50:29, time: 1.980, data_time: 0.002, memory: 8521, top1_acc: 0.5578, top5_acc: 0.7698, loss_cls: 1.9339, loss: 1.9339, grad_norm: 22.2998 2020-08-09 08:46:03,239 - mmaction - INFO - Epoch [3][1000/2505] lr: 5.000e-04, eta: 3 days, 2:49:34, time: 1.899, data_time: 0.002, memory: 8521, top1_acc: 0.5625, top5_acc: 0.7807, loss_cls: 1.8979, loss: 1.8979, grad_norm: 23.3843 2020-08-09 08:46:43,152 - mmaction - INFO - Epoch [3][1020/2505] lr: 5.000e-04, eta: 3 days, 2:49:22, time: 1.993, data_time: 0.002, memory: 8521, top1_acc: 0.5630, top5_acc: 0.7828, loss_cls: 1.9079, loss: 1.9079, grad_norm: 21.9297 2020-08-09 08:47:21,208 - mmaction - INFO - Epoch [3][1040/2505] lr: 5.000e-04, eta: 3 days, 2:48:22, time: 1.887, data_time: 0.005, memory: 8521, top1_acc: 0.5708, top5_acc: 0.7849, loss_cls: 1.8692, loss: 1.8692, grad_norm: 22.5715 2020-08-09 08:47:59,626 - mmaction - INFO - Epoch [3][1060/2505] lr: 5.000e-04, eta: 3 days, 2:47:46, time: 1.939, data_time: 0.021, memory: 8521, top1_acc: 0.5844, top5_acc: 0.7990, loss_cls: 1.8079, loss: 1.8079, grad_norm: 23.0887 2020-08-09 08:48:37,136 - mmaction - INFO - Epoch [3][1080/2505] lr: 5.000e-04, eta: 3 days, 2:46:40, time: 1.875, data_time: 0.002, memory: 8521, top1_acc: 0.5818, top5_acc: 0.7885, loss_cls: 1.8231, loss: 1.8231, grad_norm: 22.4041 2020-08-09 08:49:16,022 - mmaction - INFO - Epoch [3][1100/2505] lr: 5.000e-04, eta: 3 days, 2:46:06, time: 1.945, data_time: 0.003, memory: 8521, top1_acc: 0.5552, top5_acc: 0.7922, loss_cls: 1.8948, loss: 1.8948, grad_norm: 23.7428 2020-08-09 08:49:55,384 - mmaction - INFO - Epoch [3][1120/2505] lr: 5.000e-04, eta: 3 days, 2:45:43, time: 1.967, data_time: 0.002, memory: 8521, top1_acc: 0.5604, top5_acc: 0.7734, loss_cls: 1.9542, loss: 1.9542, grad_norm: 22.9428 2020-08-09 08:50:33,482 - mmaction - INFO - Epoch [3][1140/2505] lr: 5.000e-04, eta: 3 days, 2:44:42, time: 1.886, data_time: 0.003, memory: 8521, top1_acc: 0.5859, top5_acc: 0.7833, loss_cls: 1.8469, loss: 1.8469, grad_norm: 22.2634 2020-08-09 08:51:11,255 - mmaction - INFO - Epoch [3][1160/2505] lr: 5.000e-04, eta: 3 days, 2:43:51, time: 1.905, data_time: 0.023, memory: 8521, top1_acc: 0.5719, top5_acc: 0.7792, loss_cls: 1.8994, loss: 1.8994, grad_norm: 22.9236 2020-08-09 08:51:49,968 - mmaction - INFO - Epoch [3][1180/2505] lr: 5.000e-04, eta: 3 days, 2:43:14, time: 1.938, data_time: 0.005, memory: 8521, top1_acc: 0.5698, top5_acc: 0.7786, loss_cls: 1.9145, loss: 1.9145, grad_norm: 22.8945 2020-08-09 08:52:28,561 - mmaction - INFO - Epoch [3][1200/2505] lr: 5.000e-04, eta: 3 days, 2:42:33, time: 1.930, data_time: 0.003, memory: 8521, top1_acc: 0.5641, top5_acc: 0.7750, loss_cls: 1.9410, loss: 1.9410, grad_norm: 23.6414 2020-08-09 08:53:07,382 - mmaction - INFO - Epoch [3][1220/2505] lr: 5.000e-04, eta: 3 days, 2:41:58, time: 1.941, data_time: 0.003, memory: 8521, top1_acc: 0.5849, top5_acc: 0.7922, loss_cls: 1.8575, loss: 1.8575, grad_norm: 23.6177 2020-08-09 08:53:46,051 - mmaction - INFO - Epoch [3][1240/2505] lr: 5.000e-04, eta: 3 days, 2:41:19, time: 1.934, data_time: 0.003, memory: 8521, top1_acc: 0.5557, top5_acc: 0.7635, loss_cls: 1.9805, loss: 1.9805, grad_norm: 23.5974 2020-08-09 08:54:24,032 - mmaction - INFO - Epoch [3][1260/2505] lr: 5.000e-04, eta: 3 days, 2:40:25, time: 1.899, data_time: 0.002, memory: 8521, top1_acc: 0.5766, top5_acc: 0.7823, loss_cls: 1.9168, loss: 1.9168, grad_norm: 22.4432 2020-08-09 08:55:02,072 - mmaction - INFO - Epoch [3][1280/2505] lr: 5.000e-04, eta: 3 days, 2:39:25, time: 1.885, data_time: 0.003, memory: 8521, top1_acc: 0.5812, top5_acc: 0.7859, loss_cls: 1.8207, loss: 1.8207, grad_norm: 22.0161 2020-08-09 08:55:40,790 - mmaction - INFO - Epoch [3][1300/2505] lr: 5.000e-04, eta: 3 days, 2:38:55, time: 1.953, data_time: 0.020, memory: 8521, top1_acc: 0.5698, top5_acc: 0.7656, loss_cls: 1.9843, loss: 1.9843, grad_norm: 23.1744 2020-08-09 08:56:19,061 - mmaction - INFO - Epoch [3][1320/2505] lr: 5.000e-04, eta: 3 days, 2:38:07, time: 1.913, data_time: 0.002, memory: 8521, top1_acc: 0.5583, top5_acc: 0.7771, loss_cls: 1.9176, loss: 1.9176, grad_norm: 22.8020 2020-08-09 08:56:57,035 - mmaction - INFO - Epoch [3][1340/2505] lr: 5.000e-04, eta: 3 days, 2:37:13, time: 1.899, data_time: 0.003, memory: 8521, top1_acc: 0.5609, top5_acc: 0.7792, loss_cls: 1.9032, loss: 1.9032, grad_norm: 21.8796 2020-08-09 08:57:35,049 - mmaction - INFO - Epoch [3][1360/2505] lr: 5.000e-04, eta: 3 days, 2:36:18, time: 1.896, data_time: 0.003, memory: 8521, top1_acc: 0.5620, top5_acc: 0.7661, loss_cls: 1.9883, loss: 1.9883, grad_norm: 22.0973 2020-08-09 08:58:13,054 - mmaction - INFO - Epoch [3][1380/2505] lr: 5.000e-04, eta: 3 days, 2:35:27, time: 1.905, data_time: 0.007, memory: 8521, top1_acc: 0.5797, top5_acc: 0.7786, loss_cls: 1.8749, loss: 1.8749, grad_norm: 23.3008 2020-08-09 08:58:51,901 - mmaction - INFO - Epoch [3][1400/2505] lr: 5.000e-04, eta: 3 days, 2:34:51, time: 1.940, data_time: 0.004, memory: 8521, top1_acc: 0.5635, top5_acc: 0.7807, loss_cls: 1.8981, loss: 1.8981, grad_norm: 22.9544 2020-08-09 08:59:30,567 - mmaction - INFO - Epoch [3][1420/2505] lr: 5.000e-04, eta: 3 days, 2:34:14, time: 1.936, data_time: 0.005, memory: 8521, top1_acc: 0.5682, top5_acc: 0.7703, loss_cls: 1.9219, loss: 1.9219, grad_norm: 22.2593 2020-08-09 09:00:10,224 - mmaction - INFO - Epoch [3][1440/2505] lr: 5.000e-04, eta: 3 days, 2:33:56, time: 1.982, data_time: 0.006, memory: 8521, top1_acc: 0.5766, top5_acc: 0.7870, loss_cls: 1.8863, loss: 1.8863, grad_norm: 22.9267 2020-08-09 09:00:48,202 - mmaction - INFO - Epoch [3][1460/2505] lr: 5.000e-04, eta: 3 days, 2:33:03, time: 1.900, data_time: 0.006, memory: 8521, top1_acc: 0.5646, top5_acc: 0.7625, loss_cls: 1.9493, loss: 1.9493, grad_norm: 21.8321 2020-08-09 09:01:26,976 - mmaction - INFO - Epoch [3][1480/2505] lr: 5.000e-04, eta: 3 days, 2:32:27, time: 1.939, data_time: 0.003, memory: 8521, top1_acc: 0.5755, top5_acc: 0.7891, loss_cls: 1.8915, loss: 1.8915, grad_norm: 22.8770 2020-08-09 09:02:04,807 - mmaction - INFO - Epoch [3][1500/2505] lr: 5.000e-04, eta: 3 days, 2:31:30, time: 1.891, data_time: 0.003, memory: 8521, top1_acc: 0.5667, top5_acc: 0.7932, loss_cls: 1.8827, loss: 1.8827, grad_norm: 23.4963 2020-08-09 09:02:43,183 - mmaction - INFO - Epoch [3][1520/2505] lr: 5.000e-04, eta: 3 days, 2:30:45, time: 1.918, data_time: 0.002, memory: 8521, top1_acc: 0.5469, top5_acc: 0.7740, loss_cls: 1.9520, loss: 1.9520, grad_norm: 22.8122 2020-08-09 09:03:21,257 - mmaction - INFO - Epoch [3][1540/2505] lr: 5.000e-04, eta: 3 days, 2:29:54, time: 1.904, data_time: 0.005, memory: 8521, top1_acc: 0.5703, top5_acc: 0.7917, loss_cls: 1.8505, loss: 1.8505, grad_norm: 23.5099 2020-08-09 09:03:59,601 - mmaction - INFO - Epoch [3][1560/2505] lr: 5.000e-04, eta: 3 days, 2:29:09, time: 1.918, data_time: 0.003, memory: 8521, top1_acc: 0.5646, top5_acc: 0.7839, loss_cls: 1.8913, loss: 1.8913, grad_norm: 23.2933 2020-08-09 09:04:38,014 - mmaction - INFO - Epoch [3][1580/2505] lr: 5.000e-04, eta: 3 days, 2:28:25, time: 1.921, data_time: 0.002, memory: 8521, top1_acc: 0.5714, top5_acc: 0.7781, loss_cls: 1.8984, loss: 1.8984, grad_norm: 22.3244 2020-08-09 09:05:16,885 - mmaction - INFO - Epoch [3][1600/2505] lr: 5.000e-04, eta: 3 days, 2:27:51, time: 1.943, data_time: 0.003, memory: 8521, top1_acc: 0.5672, top5_acc: 0.7781, loss_cls: 1.9111, loss: 1.9111, grad_norm: 22.9495 2020-08-09 09:05:55,380 - mmaction - INFO - Epoch [3][1620/2505] lr: 5.000e-04, eta: 3 days, 2:27:00, time: 1.904, data_time: 0.006, memory: 8521, top1_acc: 0.5755, top5_acc: 0.7818, loss_cls: 1.8591, loss: 1.8591, grad_norm: 22.7717 2020-08-09 09:06:34,280 - mmaction - INFO - Epoch [3][1640/2505] lr: 5.000e-04, eta: 3 days, 2:26:35, time: 1.966, data_time: 0.023, memory: 8521, top1_acc: 0.5687, top5_acc: 0.7891, loss_cls: 1.8625, loss: 1.8625, grad_norm: 23.7061 2020-08-09 09:07:11,963 - mmaction - INFO - Epoch [3][1660/2505] lr: 5.000e-04, eta: 3 days, 2:25:36, time: 1.884, data_time: 0.002, memory: 8521, top1_acc: 0.5615, top5_acc: 0.7755, loss_cls: 1.9083, loss: 1.9083, grad_norm: 22.2989 2020-08-09 09:07:49,899 - mmaction - INFO - Epoch [3][1680/2505] lr: 5.000e-04, eta: 3 days, 2:24:42, time: 1.897, data_time: 0.002, memory: 8521, top1_acc: 0.5786, top5_acc: 0.7724, loss_cls: 1.8708, loss: 1.8708, grad_norm: 22.2411 2020-08-09 09:08:27,933 - mmaction - INFO - Epoch [3][1700/2505] lr: 5.000e-04, eta: 3 days, 2:23:51, time: 1.902, data_time: 0.002, memory: 8521, top1_acc: 0.5844, top5_acc: 0.7948, loss_cls: 1.8140, loss: 1.8140, grad_norm: 21.4928 2020-08-09 09:09:07,259 - mmaction - INFO - Epoch [3][1720/2505] lr: 5.000e-04, eta: 3 days, 2:23:26, time: 1.966, data_time: 0.002, memory: 8521, top1_acc: 0.5693, top5_acc: 0.7792, loss_cls: 1.8768, loss: 1.8768, grad_norm: 21.2275 2020-08-09 09:09:45,558 - mmaction - INFO - Epoch [3][1740/2505] lr: 5.000e-04, eta: 3 days, 2:22:38, time: 1.909, data_time: 0.002, memory: 8521, top1_acc: 0.5828, top5_acc: 0.7766, loss_cls: 1.8486, loss: 1.8486, grad_norm: 22.1635 2020-08-09 09:10:23,734 - mmaction - INFO - Epoch [3][1760/2505] lr: 5.000e-04, eta: 3 days, 2:21:47, time: 1.905, data_time: 0.008, memory: 8521, top1_acc: 0.5875, top5_acc: 0.7937, loss_cls: 1.8152, loss: 1.8152, grad_norm: 23.1514 2020-08-09 09:11:02,111 - mmaction - INFO - Epoch [3][1780/2505] lr: 5.000e-04, eta: 3 days, 2:21:07, time: 1.929, data_time: 0.017, memory: 8521, top1_acc: 0.5630, top5_acc: 0.7917, loss_cls: 1.8477, loss: 1.8477, grad_norm: 22.7957 2020-08-09 09:11:40,367 - mmaction - INFO - Epoch [3][1800/2505] lr: 5.000e-04, eta: 3 days, 2:20:21, time: 1.913, data_time: 0.003, memory: 8521, top1_acc: 0.5630, top5_acc: 0.7688, loss_cls: 1.9544, loss: 1.9544, grad_norm: 22.0879 2020-08-09 09:12:18,569 - mmaction - INFO - Epoch [3][1820/2505] lr: 5.000e-04, eta: 3 days, 2:19:33, time: 1.910, data_time: 0.003, memory: 8521, top1_acc: 0.5740, top5_acc: 0.7755, loss_cls: 1.8907, loss: 1.8907, grad_norm: 22.7694 2020-08-09 09:12:56,953 - mmaction - INFO - Epoch [3][1840/2505] lr: 5.000e-04, eta: 3 days, 2:18:49, time: 1.920, data_time: 0.002, memory: 8521, top1_acc: 0.5677, top5_acc: 0.7786, loss_cls: 1.8909, loss: 1.8909, grad_norm: 22.2661 2020-08-09 09:13:34,613 - mmaction - INFO - Epoch [3][1860/2505] lr: 5.000e-04, eta: 3 days, 2:17:50, time: 1.883, data_time: 0.002, memory: 8521, top1_acc: 0.5573, top5_acc: 0.7818, loss_cls: 1.9375, loss: 1.9375, grad_norm: 23.1885 2020-08-09 09:14:13,495 - mmaction - INFO - Epoch [3][1880/2505] lr: 5.000e-04, eta: 3 days, 2:17:16, time: 1.943, data_time: 0.002, memory: 8521, top1_acc: 0.5708, top5_acc: 0.7651, loss_cls: 1.9444, loss: 1.9444, grad_norm: 21.5648 2020-08-09 09:14:51,864 - mmaction - INFO - Epoch [3][1900/2505] lr: 5.000e-04, eta: 3 days, 2:16:32, time: 1.918, data_time: 0.004, memory: 8521, top1_acc: 0.5719, top5_acc: 0.7766, loss_cls: 1.9064, loss: 1.9064, grad_norm: 22.3746 2020-08-09 09:15:30,317 - mmaction - INFO - Epoch [3][1920/2505] lr: 5.000e-04, eta: 3 days, 2:15:49, time: 1.924, data_time: 0.004, memory: 8521, top1_acc: 0.5865, top5_acc: 0.7880, loss_cls: 1.8304, loss: 1.8304, grad_norm: 21.8029 2020-08-09 09:16:08,314 - mmaction - INFO - Epoch [3][1940/2505] lr: 5.000e-04, eta: 3 days, 2:14:58, time: 1.900, data_time: 0.004, memory: 8521, top1_acc: 0.5693, top5_acc: 0.7771, loss_cls: 1.8925, loss: 1.8925, grad_norm: 21.4614 2020-08-09 09:16:45,813 - mmaction - INFO - Epoch [3][1960/2505] lr: 5.000e-04, eta: 3 days, 2:13:57, time: 1.875, data_time: 0.002, memory: 8521, top1_acc: 0.5495, top5_acc: 0.7766, loss_cls: 1.9615, loss: 1.9615, grad_norm: 23.4805 2020-08-09 09:17:23,688 - mmaction - INFO - Epoch [3][1980/2505] lr: 5.000e-04, eta: 3 days, 2:13:02, time: 1.892, data_time: 0.003, memory: 8521, top1_acc: 0.5719, top5_acc: 0.7859, loss_cls: 1.8867, loss: 1.8867, grad_norm: 22.1769 2020-08-09 09:18:02,099 - mmaction - INFO - Epoch [3][2000/2505] lr: 5.000e-04, eta: 3 days, 2:12:20, time: 1.922, data_time: 0.004, memory: 8521, top1_acc: 0.5771, top5_acc: 0.7880, loss_cls: 1.8458, loss: 1.8458, grad_norm: 21.5887 2020-08-09 09:18:40,551 - mmaction - INFO - Epoch [3][2020/2505] lr: 5.000e-04, eta: 3 days, 2:11:38, time: 1.923, data_time: 0.003, memory: 8521, top1_acc: 0.5807, top5_acc: 0.7896, loss_cls: 1.8158, loss: 1.8158, grad_norm: 22.8635 2020-08-09 09:19:18,717 - mmaction - INFO - Epoch [3][2040/2505] lr: 5.000e-04, eta: 3 days, 2:10:50, time: 1.909, data_time: 0.002, memory: 8521, top1_acc: 0.5552, top5_acc: 0.7818, loss_cls: 1.9046, loss: 1.9046, grad_norm: 22.4085 2020-08-09 09:19:56,708 - mmaction - INFO - Epoch [3][2060/2505] lr: 5.000e-04, eta: 3 days, 2:09:54, time: 1.889, data_time: 0.002, memory: 8521, top1_acc: 0.5589, top5_acc: 0.7807, loss_cls: 1.8702, loss: 1.8702, grad_norm: 22.2719 2020-08-09 09:20:34,613 - mmaction - INFO - Epoch [3][2080/2505] lr: 5.000e-04, eta: 3 days, 2:09:03, time: 1.899, data_time: 0.013, memory: 8521, top1_acc: 0.5844, top5_acc: 0.7995, loss_cls: 1.7980, loss: 1.7980, grad_norm: 21.8776 2020-08-09 09:21:13,198 - mmaction - INFO - Epoch [3][2100/2505] lr: 5.000e-04, eta: 3 days, 2:08:26, time: 1.936, data_time: 0.011, memory: 8521, top1_acc: 0.5734, top5_acc: 0.7948, loss_cls: 1.8776, loss: 1.8776, grad_norm: 22.4958 2020-08-09 09:21:51,271 - mmaction - INFO - Epoch [3][2120/2505] lr: 5.000e-04, eta: 3 days, 2:07:37, time: 1.904, data_time: 0.003, memory: 8521, top1_acc: 0.5776, top5_acc: 0.7849, loss_cls: 1.8928, loss: 1.8928, grad_norm: 22.4087 2020-08-09 09:22:30,045 - mmaction - INFO - Epoch [3][2140/2505] lr: 5.000e-04, eta: 3 days, 2:07:01, time: 1.939, data_time: 0.002, memory: 8521, top1_acc: 0.5823, top5_acc: 0.7880, loss_cls: 1.8513, loss: 1.8513, grad_norm: 22.9529 2020-08-09 09:23:07,997 - mmaction - INFO - Epoch [3][2160/2505] lr: 5.000e-04, eta: 3 days, 2:06:09, time: 1.897, data_time: 0.002, memory: 8521, top1_acc: 0.5766, top5_acc: 0.7911, loss_cls: 1.8012, loss: 1.8012, grad_norm: 21.6975 2020-08-09 09:23:46,164 - mmaction - INFO - Epoch [3][2180/2505] lr: 5.000e-04, eta: 3 days, 2:05:21, time: 1.908, data_time: 0.003, memory: 8521, top1_acc: 0.5693, top5_acc: 0.7781, loss_cls: 1.9116, loss: 1.9116, grad_norm: 22.1705 2020-08-09 09:24:24,597 - mmaction - INFO - Epoch [3][2200/2505] lr: 5.000e-04, eta: 3 days, 2:04:39, time: 1.922, data_time: 0.003, memory: 8521, top1_acc: 0.5854, top5_acc: 0.7932, loss_cls: 1.7961, loss: 1.7961, grad_norm: 23.1678 2020-08-09 09:25:02,502 - mmaction - INFO - Epoch [3][2220/2505] lr: 5.000e-04, eta: 3 days, 2:03:47, time: 1.895, data_time: 0.002, memory: 8521, top1_acc: 0.5573, top5_acc: 0.7979, loss_cls: 1.8766, loss: 1.8766, grad_norm: 22.7648 2020-08-09 09:25:41,232 - mmaction - INFO - Epoch [3][2240/2505] lr: 5.000e-04, eta: 3 days, 2:03:10, time: 1.936, data_time: 0.003, memory: 8521, top1_acc: 0.5641, top5_acc: 0.7724, loss_cls: 1.8903, loss: 1.8903, grad_norm: 22.4007 2020-08-09 09:26:19,519 - mmaction - INFO - Epoch [3][2260/2505] lr: 5.000e-04, eta: 3 days, 2:02:25, time: 1.915, data_time: 0.003, memory: 8521, top1_acc: 0.5630, top5_acc: 0.7719, loss_cls: 1.9498, loss: 1.9498, grad_norm: 21.7891 2020-08-09 09:26:58,164 - mmaction - INFO - Epoch [3][2280/2505] lr: 5.000e-04, eta: 3 days, 2:01:47, time: 1.931, data_time: 0.002, memory: 8521, top1_acc: 0.5677, top5_acc: 0.7844, loss_cls: 1.8884, loss: 1.8884, grad_norm: 22.2487 2020-08-09 09:27:36,288 - mmaction - INFO - Epoch [3][2300/2505] lr: 5.000e-04, eta: 3 days, 2:00:59, time: 1.906, data_time: 0.004, memory: 8521, top1_acc: 0.5677, top5_acc: 0.7844, loss_cls: 1.8595, loss: 1.8595, grad_norm: 21.8032 2020-08-09 09:28:15,279 - mmaction - INFO - Epoch [3][2320/2505] lr: 5.000e-04, eta: 3 days, 2:00:25, time: 1.943, data_time: 0.003, memory: 8521, top1_acc: 0.5734, top5_acc: 0.7802, loss_cls: 1.8598, loss: 1.8598, grad_norm: 22.3998 2020-08-09 09:28:53,592 - mmaction - INFO - Epoch [3][2340/2505] lr: 5.000e-04, eta: 3 days, 1:59:43, time: 1.922, data_time: 0.009, memory: 8521, top1_acc: 0.5641, top5_acc: 0.7927, loss_cls: 1.8799, loss: 1.8799, grad_norm: 22.4676 2020-08-09 09:29:32,759 - mmaction - INFO - Epoch [3][2360/2505] lr: 5.000e-04, eta: 3 days, 1:59:14, time: 1.958, data_time: 0.002, memory: 8521, top1_acc: 0.5630, top5_acc: 0.7844, loss_cls: 1.8888, loss: 1.8888, grad_norm: 21.5113 2020-08-09 09:30:11,255 - mmaction - INFO - Epoch [3][2380/2505] lr: 5.000e-04, eta: 3 days, 1:58:33, time: 1.925, data_time: 0.002, memory: 8521, top1_acc: 0.5516, top5_acc: 0.7823, loss_cls: 1.8882, loss: 1.8882, grad_norm: 21.9291 2020-08-09 09:30:49,692 - mmaction - INFO - Epoch [3][2400/2505] lr: 5.000e-04, eta: 3 days, 1:57:51, time: 1.922, data_time: 0.003, memory: 8521, top1_acc: 0.5813, top5_acc: 0.7885, loss_cls: 1.8284, loss: 1.8284, grad_norm: 21.9137 2020-08-09 09:31:27,352 - mmaction - INFO - Epoch [3][2420/2505] lr: 5.000e-04, eta: 3 days, 1:56:54, time: 1.882, data_time: 0.002, memory: 8521, top1_acc: 0.5750, top5_acc: 0.7729, loss_cls: 1.8633, loss: 1.8633, grad_norm: 22.2068 2020-08-09 09:32:05,476 - mmaction - INFO - Epoch [3][2440/2505] lr: 5.000e-04, eta: 3 days, 1:56:06, time: 1.904, data_time: 0.004, memory: 8521, top1_acc: 0.6021, top5_acc: 0.8042, loss_cls: 1.7313, loss: 1.7313, grad_norm: 21.8054 2020-08-09 09:32:43,779 - mmaction - INFO - Epoch [3][2460/2505] lr: 5.000e-04, eta: 3 days, 1:55:22, time: 1.918, data_time: 0.006, memory: 8521, top1_acc: 0.5833, top5_acc: 0.7880, loss_cls: 1.8267, loss: 1.8267, grad_norm: 21.4735 2020-08-09 09:33:22,403 - mmaction - INFO - Epoch [3][2480/2505] lr: 5.000e-04, eta: 3 days, 1:54:44, time: 1.932, data_time: 0.003, memory: 8521, top1_acc: 0.5792, top5_acc: 0.7885, loss_cls: 1.8637, loss: 1.8637, grad_norm: 22.0110 2020-08-09 09:34:02,094 - mmaction - INFO - Epoch [3][2500/2505] lr: 5.000e-04, eta: 3 days, 1:54:24, time: 1.983, data_time: 0.003, memory: 8521, top1_acc: 0.5776, top5_acc: 0.7818, loss_cls: 1.8777, loss: 1.8777, grad_norm: 21.7327 2020-08-09 09:35:46,131 - mmaction - INFO - Epoch [4][20/2505] lr: 5.000e-04, eta: 3 days, 2:06:00, time: 4.449, data_time: 2.492, memory: 8521, top1_acc: 0.5875, top5_acc: 0.7995, loss_cls: 1.7834, loss: 1.7834, grad_norm: 21.7540 2020-08-09 09:36:24,446 - mmaction - INFO - Epoch [4][40/2505] lr: 5.000e-04, eta: 3 days, 2:05:14, time: 1.916, data_time: 0.004, memory: 8521, top1_acc: 0.5891, top5_acc: 0.8068, loss_cls: 1.7715, loss: 1.7715, grad_norm: 22.5566 2020-08-09 09:37:02,771 - mmaction - INFO - Epoch [4][60/2505] lr: 5.000e-04, eta: 3 days, 2:04:27, time: 1.916, data_time: 0.002, memory: 8521, top1_acc: 0.6031, top5_acc: 0.8010, loss_cls: 1.7460, loss: 1.7460, grad_norm: 22.3785 2020-08-09 09:37:42,159 - mmaction - INFO - Epoch [4][80/2505] lr: 5.000e-04, eta: 3 days, 2:04:00, time: 1.969, data_time: 0.002, memory: 8521, top1_acc: 0.5703, top5_acc: 0.7813, loss_cls: 1.8925, loss: 1.8925, grad_norm: 21.6585 2020-08-09 09:38:20,640 - mmaction - INFO - Epoch [4][100/2505] lr: 5.000e-04, eta: 3 days, 2:03:17, time: 1.925, data_time: 0.003, memory: 8521, top1_acc: 0.5635, top5_acc: 0.7922, loss_cls: 1.8751, loss: 1.8751, grad_norm: 22.3114 2020-08-09 09:38:59,263 - mmaction - INFO - Epoch [4][120/2505] lr: 5.000e-04, eta: 3 days, 2:02:35, time: 1.925, data_time: 0.003, memory: 8521, top1_acc: 0.5766, top5_acc: 0.7760, loss_cls: 1.8842, loss: 1.8842, grad_norm: 22.4460 2020-08-09 09:39:37,685 - mmaction - INFO - Epoch [4][140/2505] lr: 5.000e-04, eta: 3 days, 2:01:52, time: 1.926, data_time: 0.008, memory: 8521, top1_acc: 0.5990, top5_acc: 0.8161, loss_cls: 1.6970, loss: 1.6970, grad_norm: 22.4235 2020-08-09 09:40:15,886 - mmaction - INFO - Epoch [4][160/2505] lr: 5.000e-04, eta: 3 days, 2:01:04, time: 1.911, data_time: 0.003, memory: 8521, top1_acc: 0.5609, top5_acc: 0.7797, loss_cls: 1.9129, loss: 1.9129, grad_norm: 21.9975 2020-08-09 09:40:54,494 - mmaction - INFO - Epoch [4][180/2505] lr: 5.000e-04, eta: 3 days, 2:00:23, time: 1.930, data_time: 0.004, memory: 8521, top1_acc: 0.5646, top5_acc: 0.7813, loss_cls: 1.9361, loss: 1.9361, grad_norm: 22.4380 2020-08-09 09:41:32,251 - mmaction - INFO - Epoch [4][200/2505] lr: 5.000e-04, eta: 3 days, 1:59:28, time: 1.889, data_time: 0.003, memory: 8521, top1_acc: 0.5667, top5_acc: 0.7797, loss_cls: 1.8524, loss: 1.8524, grad_norm: 22.2982 2020-08-09 09:42:11,214 - mmaction - INFO - Epoch [4][220/2505] lr: 5.000e-04, eta: 3 days, 1:58:53, time: 1.947, data_time: 0.002, memory: 8521, top1_acc: 0.5833, top5_acc: 0.7833, loss_cls: 1.8439, loss: 1.8439, grad_norm: 21.6950 2020-08-09 09:42:49,914 - mmaction - INFO - Epoch [4][240/2505] lr: 5.000e-04, eta: 3 days, 1:58:14, time: 1.935, data_time: 0.003, memory: 8521, top1_acc: 0.5797, top5_acc: 0.7797, loss_cls: 1.8346, loss: 1.8346, grad_norm: 21.9526 2020-08-09 09:43:28,776 - mmaction - INFO - Epoch [4][260/2505] lr: 5.000e-04, eta: 3 days, 1:57:37, time: 1.943, data_time: 0.003, memory: 8521, top1_acc: 0.5823, top5_acc: 0.7917, loss_cls: 1.8095, loss: 1.8095, grad_norm: 22.7576 2020-08-09 09:44:06,815 - mmaction - INFO - Epoch [4][280/2505] lr: 5.000e-04, eta: 3 days, 1:56:43, time: 1.892, data_time: 0.002, memory: 8521, top1_acc: 0.5927, top5_acc: 0.8094, loss_cls: 1.7380, loss: 1.7380, grad_norm: 21.7748 2020-08-09 09:44:44,974 - mmaction - INFO - Epoch [4][300/2505] lr: 5.000e-04, eta: 3 days, 1:55:58, time: 1.918, data_time: 0.013, memory: 8521, top1_acc: 0.5740, top5_acc: 0.7802, loss_cls: 1.8758, loss: 1.8758, grad_norm: 22.4138 2020-08-09 09:45:24,596 - mmaction - INFO - Epoch [4][320/2505] lr: 5.000e-04, eta: 3 days, 1:55:35, time: 1.981, data_time: 0.002, memory: 8521, top1_acc: 0.5917, top5_acc: 0.8104, loss_cls: 1.7477, loss: 1.7477, grad_norm: 22.0854 2020-08-09 09:46:03,327 - mmaction - INFO - Epoch [4][340/2505] lr: 5.000e-04, eta: 3 days, 1:54:57, time: 1.937, data_time: 0.004, memory: 8521, top1_acc: 0.5760, top5_acc: 0.7875, loss_cls: 1.8711, loss: 1.8711, grad_norm: 21.6391 2020-08-09 09:46:42,108 - mmaction - INFO - Epoch [4][360/2505] lr: 5.000e-04, eta: 3 days, 1:54:18, time: 1.938, data_time: 0.004, memory: 8521, top1_acc: 0.5786, top5_acc: 0.7917, loss_cls: 1.8271, loss: 1.8271, grad_norm: 22.3274 2020-08-09 09:47:20,092 - mmaction - INFO - Epoch [4][380/2505] lr: 5.000e-04, eta: 3 days, 1:53:27, time: 1.900, data_time: 0.004, memory: 8521, top1_acc: 0.5740, top5_acc: 0.7958, loss_cls: 1.7999, loss: 1.7999, grad_norm: 22.9298 2020-08-09 09:47:58,139 - mmaction - INFO - Epoch [4][400/2505] lr: 5.000e-04, eta: 3 days, 1:52:37, time: 1.903, data_time: 0.005, memory: 8521, top1_acc: 0.5781, top5_acc: 0.7990, loss_cls: 1.7742, loss: 1.7742, grad_norm: 21.9827 2020-08-09 09:48:36,658 - mmaction - INFO - Epoch [4][420/2505] lr: 5.000e-04, eta: 3 days, 1:51:55, time: 1.926, data_time: 0.002, memory: 8521, top1_acc: 0.5906, top5_acc: 0.7932, loss_cls: 1.7707, loss: 1.7707, grad_norm: 21.3201 2020-08-09 09:49:15,398 - mmaction - INFO - Epoch [4][440/2505] lr: 5.000e-04, eta: 3 days, 1:51:16, time: 1.937, data_time: 0.002, memory: 8521, top1_acc: 0.5859, top5_acc: 0.8026, loss_cls: 1.7725, loss: 1.7725, grad_norm: 22.6608 2020-08-09 09:49:53,201 - mmaction - INFO - Epoch [4][460/2505] lr: 5.000e-04, eta: 3 days, 1:50:22, time: 1.891, data_time: 0.003, memory: 8521, top1_acc: 0.5823, top5_acc: 0.8016, loss_cls: 1.7914, loss: 1.7914, grad_norm: 20.6948 2020-08-09 09:50:31,437 - mmaction - INFO - Epoch [4][480/2505] lr: 5.000e-04, eta: 3 days, 1:49:35, time: 1.912, data_time: 0.002, memory: 8521, top1_acc: 0.6000, top5_acc: 0.8031, loss_cls: 1.7568, loss: 1.7568, grad_norm: 21.7826 2020-08-09 09:51:11,167 - mmaction - INFO - Epoch [4][500/2505] lr: 5.000e-04, eta: 3 days, 1:49:13, time: 1.986, data_time: 0.002, memory: 8521, top1_acc: 0.5870, top5_acc: 0.8042, loss_cls: 1.7928, loss: 1.7928, grad_norm: 22.5517 2020-08-09 09:51:49,152 - mmaction - INFO - Epoch [4][520/2505] lr: 5.000e-04, eta: 3 days, 1:48:22, time: 1.899, data_time: 0.002, memory: 8521, top1_acc: 0.5943, top5_acc: 0.7833, loss_cls: 1.8578, loss: 1.8578, grad_norm: 21.5219 2020-08-09 09:52:27,439 - mmaction - INFO - Epoch [4][540/2505] lr: 5.000e-04, eta: 3 days, 1:47:35, time: 1.912, data_time: 0.005, memory: 8521, top1_acc: 0.5839, top5_acc: 0.8010, loss_cls: 1.8206, loss: 1.8206, grad_norm: 22.5105 2020-08-09 09:53:05,150 - mmaction - INFO - Epoch [4][560/2505] lr: 5.000e-04, eta: 3 days, 1:46:40, time: 1.888, data_time: 0.005, memory: 8521, top1_acc: 0.5948, top5_acc: 0.7802, loss_cls: 1.8332, loss: 1.8332, grad_norm: 21.3271 2020-08-09 09:53:43,946 - mmaction - INFO - Epoch [4][580/2505] lr: 5.000e-04, eta: 3 days, 1:46:03, time: 1.940, data_time: 0.002, memory: 8521, top1_acc: 0.5906, top5_acc: 0.8021, loss_cls: 1.7740, loss: 1.7740, grad_norm: 22.0867 2020-08-09 09:54:22,720 - mmaction - INFO - Epoch [4][600/2505] lr: 5.000e-04, eta: 3 days, 1:45:25, time: 1.939, data_time: 0.002, memory: 8521, top1_acc: 0.5896, top5_acc: 0.8016, loss_cls: 1.8260, loss: 1.8260, grad_norm: 21.9505 2020-08-09 09:55:00,894 - mmaction - INFO - Epoch [4][620/2505] lr: 5.000e-04, eta: 3 days, 1:44:38, time: 1.909, data_time: 0.002, memory: 8521, top1_acc: 0.6099, top5_acc: 0.8031, loss_cls: 1.7251, loss: 1.7251, grad_norm: 21.8406 2020-08-09 09:55:39,015 - mmaction - INFO - Epoch [4][640/2505] lr: 5.000e-04, eta: 3 days, 1:43:49, time: 1.906, data_time: 0.003, memory: 8521, top1_acc: 0.5922, top5_acc: 0.7948, loss_cls: 1.7957, loss: 1.7957, grad_norm: 21.7625 2020-08-09 09:56:16,806 - mmaction - INFO - Epoch [4][660/2505] lr: 5.000e-04, eta: 3 days, 1:42:55, time: 1.890, data_time: 0.003, memory: 8521, top1_acc: 0.5828, top5_acc: 0.7932, loss_cls: 1.7961, loss: 1.7961, grad_norm: 22.0160 2020-08-09 09:56:54,805 - mmaction - INFO - Epoch [4][680/2505] lr: 5.000e-04, eta: 3 days, 1:42:04, time: 1.900, data_time: 0.003, memory: 8521, top1_acc: 0.5937, top5_acc: 0.8031, loss_cls: 1.7677, loss: 1.7677, grad_norm: 22.3870 2020-08-09 09:57:33,099 - mmaction - INFO - Epoch [4][700/2505] lr: 5.000e-04, eta: 3 days, 1:41:19, time: 1.914, data_time: 0.002, memory: 8521, top1_acc: 0.5776, top5_acc: 0.7906, loss_cls: 1.8425, loss: 1.8425, grad_norm: 21.7937 2020-08-09 09:58:12,233 - mmaction - INFO - Epoch [4][720/2505] lr: 5.000e-04, eta: 3 days, 1:40:47, time: 1.957, data_time: 0.003, memory: 8521, top1_acc: 0.5990, top5_acc: 0.8000, loss_cls: 1.7417, loss: 1.7417, grad_norm: 21.7127 2020-08-09 09:58:50,359 - mmaction - INFO - Epoch [4][740/2505] lr: 5.000e-04, eta: 3 days, 1:39:53, time: 1.888, data_time: 0.003, memory: 8521, top1_acc: 0.5818, top5_acc: 0.7979, loss_cls: 1.7748, loss: 1.7748, grad_norm: 21.5966 2020-08-09 09:59:29,285 - mmaction - INFO - Epoch [4][760/2505] lr: 5.000e-04, eta: 3 days, 1:39:24, time: 1.964, data_time: 0.021, memory: 8521, top1_acc: 0.5865, top5_acc: 0.7844, loss_cls: 1.8113, loss: 1.8113, grad_norm: 21.9190 2020-08-09 10:00:10,395 - mmaction - INFO - Epoch [4][780/2505] lr: 5.000e-04, eta: 3 days, 1:39:24, time: 2.055, data_time: 0.005, memory: 8521, top1_acc: 0.5901, top5_acc: 0.8047, loss_cls: 1.7681, loss: 1.7681, grad_norm: 22.7510 2020-08-09 10:00:48,119 - mmaction - INFO - Epoch [4][800/2505] lr: 5.000e-04, eta: 3 days, 1:38:30, time: 1.887, data_time: 0.007, memory: 8521, top1_acc: 0.5974, top5_acc: 0.7964, loss_cls: 1.8271, loss: 1.8271, grad_norm: 22.5467 2020-08-09 10:01:25,673 - mmaction - INFO - Epoch [4][820/2505] lr: 5.000e-04, eta: 3 days, 1:37:32, time: 1.878, data_time: 0.002, memory: 8521, top1_acc: 0.5958, top5_acc: 0.8010, loss_cls: 1.7751, loss: 1.7751, grad_norm: 20.8968 2020-08-09 10:02:03,163 - mmaction - INFO - Epoch [4][840/2505] lr: 5.000e-04, eta: 3 days, 1:36:33, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.5625, top5_acc: 0.7865, loss_cls: 1.8670, loss: 1.8670, grad_norm: 22.2700 2020-08-09 10:02:40,537 - mmaction - INFO - Epoch [4][860/2505] lr: 5.000e-04, eta: 3 days, 1:35:33, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.5745, top5_acc: 0.7839, loss_cls: 1.8300, loss: 1.8300, grad_norm: 22.0252 2020-08-09 10:03:17,976 - mmaction - INFO - Epoch [4][880/2505] lr: 5.000e-04, eta: 3 days, 1:34:34, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.5969, top5_acc: 0.8078, loss_cls: 1.7342, loss: 1.7342, grad_norm: 21.5424 2020-08-09 10:03:55,424 - mmaction - INFO - Epoch [4][900/2505] lr: 5.000e-04, eta: 3 days, 1:33:35, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.5995, top5_acc: 0.8089, loss_cls: 1.7416, loss: 1.7416, grad_norm: 22.3904 2020-08-09 10:04:32,843 - mmaction - INFO - Epoch [4][920/2505] lr: 5.000e-04, eta: 3 days, 1:32:35, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.6042, top5_acc: 0.8156, loss_cls: 1.7192, loss: 1.7192, grad_norm: 22.6771 2020-08-09 10:05:11,410 - mmaction - INFO - Epoch [4][940/2505] lr: 5.000e-04, eta: 3 days, 1:31:54, time: 1.928, data_time: 0.001, memory: 8521, top1_acc: 0.5792, top5_acc: 0.7885, loss_cls: 1.8246, loss: 1.8246, grad_norm: 22.3663 2020-08-09 10:05:48,937 - mmaction - INFO - Epoch [4][960/2505] lr: 5.000e-04, eta: 3 days, 1:30:57, time: 1.877, data_time: 0.002, memory: 8521, top1_acc: 0.5911, top5_acc: 0.8151, loss_cls: 1.7289, loss: 1.7289, grad_norm: 22.3276 2020-08-09 10:06:26,520 - mmaction - INFO - Epoch [4][980/2505] lr: 5.000e-04, eta: 3 days, 1:30:01, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.5891, top5_acc: 0.7917, loss_cls: 1.7883, loss: 1.7883, grad_norm: 22.3318 2020-08-09 10:07:03,995 - mmaction - INFO - Epoch [4][1000/2505] lr: 5.000e-04, eta: 3 days, 1:29:02, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.5875, top5_acc: 0.8026, loss_cls: 1.7856, loss: 1.7856, grad_norm: 22.4557 2020-08-09 10:07:41,543 - mmaction - INFO - Epoch [4][1020/2505] lr: 5.000e-04, eta: 3 days, 1:28:05, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.5875, top5_acc: 0.8016, loss_cls: 1.7669, loss: 1.7669, grad_norm: 21.4539 2020-08-09 10:08:19,128 - mmaction - INFO - Epoch [4][1040/2505] lr: 5.000e-04, eta: 3 days, 1:27:09, time: 1.879, data_time: 0.002, memory: 8521, top1_acc: 0.5849, top5_acc: 0.7719, loss_cls: 1.8748, loss: 1.8748, grad_norm: 21.7955 2020-08-09 10:08:56,629 - mmaction - INFO - Epoch [4][1060/2505] lr: 5.000e-04, eta: 3 days, 1:26:12, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.5880, top5_acc: 0.7974, loss_cls: 1.7711, loss: 1.7711, grad_norm: 21.0033 2020-08-09 10:09:34,279 - mmaction - INFO - Epoch [4][1080/2505] lr: 5.000e-04, eta: 3 days, 1:25:17, time: 1.883, data_time: 0.001, memory: 8521, top1_acc: 0.5849, top5_acc: 0.7938, loss_cls: 1.8066, loss: 1.8066, grad_norm: 22.9361 2020-08-09 10:10:12,156 - mmaction - INFO - Epoch [4][1100/2505] lr: 5.000e-04, eta: 3 days, 1:24:25, time: 1.894, data_time: 0.001, memory: 8521, top1_acc: 0.5786, top5_acc: 0.7901, loss_cls: 1.8222, loss: 1.8222, grad_norm: 21.3582 2020-08-09 10:10:49,549 - mmaction - INFO - Epoch [4][1120/2505] lr: 5.000e-04, eta: 3 days, 1:23:27, time: 1.870, data_time: 0.003, memory: 8521, top1_acc: 0.5859, top5_acc: 0.7922, loss_cls: 1.7651, loss: 1.7651, grad_norm: 22.0776 2020-08-09 10:11:27,075 - mmaction - INFO - Epoch [4][1140/2505] lr: 5.000e-04, eta: 3 days, 1:22:30, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.5911, top5_acc: 0.8031, loss_cls: 1.7970, loss: 1.7970, grad_norm: 22.9575 2020-08-09 10:12:04,458 - mmaction - INFO - Epoch [4][1160/2505] lr: 5.000e-04, eta: 3 days, 1:21:31, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6021, top5_acc: 0.7995, loss_cls: 1.7907, loss: 1.7907, grad_norm: 20.8974 2020-08-09 10:12:41,814 - mmaction - INFO - Epoch [4][1180/2505] lr: 5.000e-04, eta: 3 days, 1:20:32, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.5932, top5_acc: 0.7911, loss_cls: 1.8125, loss: 1.8125, grad_norm: 21.6229 2020-08-09 10:13:19,038 - mmaction - INFO - Epoch [4][1200/2505] lr: 5.000e-04, eta: 3 days, 1:19:31, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.5807, top5_acc: 0.7802, loss_cls: 1.8749, loss: 1.8749, grad_norm: 22.4170 2020-08-09 10:13:56,289 - mmaction - INFO - Epoch [4][1220/2505] lr: 5.000e-04, eta: 3 days, 1:18:30, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.5859, top5_acc: 0.7891, loss_cls: 1.8332, loss: 1.8332, grad_norm: 21.5148 2020-08-09 10:14:33,632 - mmaction - INFO - Epoch [4][1240/2505] lr: 5.000e-04, eta: 3 days, 1:17:31, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.5833, top5_acc: 0.7891, loss_cls: 1.8194, loss: 1.8194, grad_norm: 21.7024 2020-08-09 10:15:11,574 - mmaction - INFO - Epoch [4][1260/2505] lr: 5.000e-04, eta: 3 days, 1:16:41, time: 1.897, data_time: 0.001, memory: 8521, top1_acc: 0.6005, top5_acc: 0.8146, loss_cls: 1.7201, loss: 1.7201, grad_norm: 21.5304 2020-08-09 10:15:49,001 - mmaction - INFO - Epoch [4][1280/2505] lr: 5.000e-04, eta: 3 days, 1:15:44, time: 1.871, data_time: 0.003, memory: 8521, top1_acc: 0.5667, top5_acc: 0.7932, loss_cls: 1.8327, loss: 1.8327, grad_norm: 21.7883 2020-08-09 10:16:26,717 - mmaction - INFO - Epoch [4][1300/2505] lr: 5.000e-04, eta: 3 days, 1:14:51, time: 1.886, data_time: 0.001, memory: 8521, top1_acc: 0.5958, top5_acc: 0.8052, loss_cls: 1.7593, loss: 1.7593, grad_norm: 21.7018 2020-08-09 10:17:04,232 - mmaction - INFO - Epoch [4][1320/2505] lr: 5.000e-04, eta: 3 days, 1:13:55, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.5771, top5_acc: 0.7932, loss_cls: 1.7723, loss: 1.7723, grad_norm: 22.4277 2020-08-09 10:17:41,764 - mmaction - INFO - Epoch [4][1340/2505] lr: 5.000e-04, eta: 3 days, 1:12:59, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.5630, top5_acc: 0.7865, loss_cls: 1.8606, loss: 1.8606, grad_norm: 21.6732 2020-08-09 10:18:19,444 - mmaction - INFO - Epoch [4][1360/2505] lr: 5.000e-04, eta: 3 days, 1:12:06, time: 1.884, data_time: 0.001, memory: 8521, top1_acc: 0.5870, top5_acc: 0.7901, loss_cls: 1.8051, loss: 1.8051, grad_norm: 21.6901 2020-08-09 10:18:57,952 - mmaction - INFO - Epoch [4][1380/2505] lr: 5.000e-04, eta: 3 days, 1:11:25, time: 1.925, data_time: 0.001, memory: 8521, top1_acc: 0.5828, top5_acc: 0.8010, loss_cls: 1.8081, loss: 1.8081, grad_norm: 22.1616 2020-08-09 10:19:35,474 - mmaction - INFO - Epoch [4][1400/2505] lr: 5.000e-04, eta: 3 days, 1:10:29, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.5771, top5_acc: 0.7854, loss_cls: 1.8069, loss: 1.8069, grad_norm: 21.9977 2020-08-09 10:20:13,306 - mmaction - INFO - Epoch [4][1420/2505] lr: 5.000e-04, eta: 3 days, 1:09:39, time: 1.892, data_time: 0.001, memory: 8521, top1_acc: 0.5328, top5_acc: 0.7641, loss_cls: 1.9950, loss: 1.9950, grad_norm: 22.1634 2020-08-09 10:20:50,865 - mmaction - INFO - Epoch [4][1440/2505] lr: 5.000e-04, eta: 3 days, 1:08:44, time: 1.878, data_time: 0.005, memory: 8521, top1_acc: 0.5792, top5_acc: 0.7922, loss_cls: 1.7914, loss: 1.7914, grad_norm: 20.8106 2020-08-09 10:21:28,310 - mmaction - INFO - Epoch [4][1460/2505] lr: 5.000e-04, eta: 3 days, 1:07:47, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.5823, top5_acc: 0.7885, loss_cls: 1.7986, loss: 1.7986, grad_norm: 21.5491 2020-08-09 10:22:05,730 - mmaction - INFO - Epoch [4][1480/2505] lr: 5.000e-04, eta: 3 days, 1:06:50, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.5922, top5_acc: 0.7891, loss_cls: 1.8136, loss: 1.8136, grad_norm: 22.2355 2020-08-09 10:22:43,328 - mmaction - INFO - Epoch [4][1500/2505] lr: 5.000e-04, eta: 3 days, 1:05:56, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.5891, top5_acc: 0.8000, loss_cls: 1.7598, loss: 1.7598, grad_norm: 20.8420 2020-08-09 10:23:20,893 - mmaction - INFO - Epoch [4][1520/2505] lr: 5.000e-04, eta: 3 days, 1:05:01, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.5906, top5_acc: 0.7911, loss_cls: 1.7928, loss: 1.7928, grad_norm: 21.4563 2020-08-09 10:23:58,530 - mmaction - INFO - Epoch [4][1540/2505] lr: 5.000e-04, eta: 3 days, 1:04:08, time: 1.882, data_time: 0.001, memory: 8521, top1_acc: 0.5755, top5_acc: 0.7786, loss_cls: 1.8594, loss: 1.8594, grad_norm: 21.8662 2020-08-09 10:24:36,225 - mmaction - INFO - Epoch [4][1560/2505] lr: 5.000e-04, eta: 3 days, 1:03:15, time: 1.885, data_time: 0.001, memory: 8521, top1_acc: 0.5729, top5_acc: 0.7802, loss_cls: 1.8571, loss: 1.8571, grad_norm: 21.7296 2020-08-09 10:25:14,362 - mmaction - INFO - Epoch [4][1580/2505] lr: 5.000e-04, eta: 3 days, 1:02:30, time: 1.907, data_time: 0.001, memory: 8521, top1_acc: 0.5823, top5_acc: 0.7932, loss_cls: 1.8188, loss: 1.8188, grad_norm: 21.7105 2020-08-09 10:25:52,099 - mmaction - INFO - Epoch [4][1600/2505] lr: 5.000e-04, eta: 3 days, 1:01:38, time: 1.887, data_time: 0.003, memory: 8521, top1_acc: 0.5792, top5_acc: 0.8000, loss_cls: 1.8137, loss: 1.8137, grad_norm: 21.8175 2020-08-09 10:26:29,856 - mmaction - INFO - Epoch [4][1620/2505] lr: 5.000e-04, eta: 3 days, 1:00:47, time: 1.888, data_time: 0.001, memory: 8521, top1_acc: 0.5802, top5_acc: 0.7990, loss_cls: 1.8152, loss: 1.8152, grad_norm: 21.4203 2020-08-09 10:27:07,442 - mmaction - INFO - Epoch [4][1640/2505] lr: 5.000e-04, eta: 3 days, 0:59:53, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.5911, top5_acc: 0.7964, loss_cls: 1.7779, loss: 1.7779, grad_norm: 21.7869 2020-08-09 10:27:45,250 - mmaction - INFO - Epoch [4][1660/2505] lr: 5.000e-04, eta: 3 days, 0:59:02, time: 1.890, data_time: 0.001, memory: 8521, top1_acc: 0.5797, top5_acc: 0.7839, loss_cls: 1.8296, loss: 1.8296, grad_norm: 22.7297 2020-08-09 10:28:22,900 - mmaction - INFO - Epoch [4][1680/2505] lr: 5.000e-04, eta: 3 days, 0:58:10, time: 1.883, data_time: 0.001, memory: 8521, top1_acc: 0.5880, top5_acc: 0.7932, loss_cls: 1.7846, loss: 1.7846, grad_norm: 22.2113 2020-08-09 10:29:00,390 - mmaction - INFO - Epoch [4][1700/2505] lr: 5.000e-04, eta: 3 days, 0:57:15, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.5948, top5_acc: 0.7937, loss_cls: 1.8032, loss: 1.8032, grad_norm: 22.8294 2020-08-09 10:29:37,953 - mmaction - INFO - Epoch [4][1720/2505] lr: 5.000e-04, eta: 3 days, 0:56:21, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.5792, top5_acc: 0.7740, loss_cls: 1.8899, loss: 1.8899, grad_norm: 21.0620 2020-08-09 10:30:15,466 - mmaction - INFO - Epoch [4][1740/2505] lr: 5.000e-04, eta: 3 days, 0:55:26, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.5943, top5_acc: 0.7937, loss_cls: 1.7812, loss: 1.7812, grad_norm: 21.6731 2020-08-09 10:30:53,115 - mmaction - INFO - Epoch [4][1760/2505] lr: 5.000e-04, eta: 3 days, 0:54:34, time: 1.883, data_time: 0.003, memory: 8521, top1_acc: 0.5672, top5_acc: 0.7818, loss_cls: 1.8811, loss: 1.8811, grad_norm: 22.1617 2020-08-09 10:31:30,675 - mmaction - INFO - Epoch [4][1780/2505] lr: 5.000e-04, eta: 3 days, 0:53:40, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.5922, top5_acc: 0.8099, loss_cls: 1.7522, loss: 1.7522, grad_norm: 20.9773 2020-08-09 10:32:08,168 - mmaction - INFO - Epoch [4][1800/2505] lr: 5.000e-04, eta: 3 days, 0:52:45, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.5958, top5_acc: 0.8109, loss_cls: 1.7494, loss: 1.7494, grad_norm: 21.6655 2020-08-09 10:32:45,591 - mmaction - INFO - Epoch [4][1820/2505] lr: 5.000e-04, eta: 3 days, 0:51:50, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.5833, top5_acc: 0.8010, loss_cls: 1.8137, loss: 1.8137, grad_norm: 21.3673 2020-08-09 10:33:23,234 - mmaction - INFO - Epoch [4][1840/2505] lr: 5.000e-04, eta: 3 days, 0:50:57, time: 1.882, data_time: 0.001, memory: 8521, top1_acc: 0.5823, top5_acc: 0.7823, loss_cls: 1.8459, loss: 1.8459, grad_norm: 21.8441 2020-08-09 10:34:00,836 - mmaction - INFO - Epoch [4][1860/2505] lr: 5.000e-04, eta: 3 days, 0:50:04, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.5849, top5_acc: 0.7865, loss_cls: 1.8175, loss: 1.8175, grad_norm: 21.4702 2020-08-09 10:34:38,183 - mmaction - INFO - Epoch [4][1880/2505] lr: 5.000e-04, eta: 3 days, 0:49:08, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.5938, top5_acc: 0.8068, loss_cls: 1.7766, loss: 1.7766, grad_norm: 22.2816 2020-08-09 10:35:15,820 - mmaction - INFO - Epoch [4][1900/2505] lr: 5.000e-04, eta: 3 days, 0:48:16, time: 1.882, data_time: 0.001, memory: 8521, top1_acc: 0.5818, top5_acc: 0.7859, loss_cls: 1.8263, loss: 1.8263, grad_norm: 21.7677 2020-08-09 10:35:53,334 - mmaction - INFO - Epoch [4][1920/2505] lr: 5.000e-04, eta: 3 days, 0:47:22, time: 1.876, data_time: 0.002, memory: 8521, top1_acc: 0.5786, top5_acc: 0.7854, loss_cls: 1.8235, loss: 1.8235, grad_norm: 22.8871 2020-08-09 10:36:30,805 - mmaction - INFO - Epoch [4][1940/2505] lr: 5.000e-04, eta: 3 days, 0:46:27, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.5875, top5_acc: 0.7943, loss_cls: 1.7720, loss: 1.7720, grad_norm: 21.0803 2020-08-09 10:37:08,304 - mmaction - INFO - Epoch [4][1960/2505] lr: 5.000e-04, eta: 3 days, 0:45:33, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.5927, top5_acc: 0.8073, loss_cls: 1.7890, loss: 1.7890, grad_norm: 23.1088 2020-08-09 10:37:45,963 - mmaction - INFO - Epoch [4][1980/2505] lr: 5.000e-04, eta: 3 days, 0:44:42, time: 1.883, data_time: 0.001, memory: 8521, top1_acc: 0.5724, top5_acc: 0.7854, loss_cls: 1.8360, loss: 1.8360, grad_norm: 21.2287 2020-08-09 10:38:23,497 - mmaction - INFO - Epoch [4][2000/2505] lr: 5.000e-04, eta: 3 days, 0:43:48, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.5740, top5_acc: 0.7948, loss_cls: 1.8264, loss: 1.8264, grad_norm: 22.5196 2020-08-09 10:39:01,165 - mmaction - INFO - Epoch [4][2020/2505] lr: 5.000e-04, eta: 3 days, 0:42:57, time: 1.883, data_time: 0.001, memory: 8521, top1_acc: 0.5703, top5_acc: 0.7698, loss_cls: 1.9263, loss: 1.9263, grad_norm: 20.9336 2020-08-09 10:39:38,586 - mmaction - INFO - Epoch [4][2040/2505] lr: 5.000e-04, eta: 3 days, 0:42:02, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.5979, top5_acc: 0.8042, loss_cls: 1.7370, loss: 1.7370, grad_norm: 20.9532 2020-08-09 10:40:16,594 - mmaction - INFO - Epoch [4][2060/2505] lr: 5.000e-04, eta: 3 days, 0:41:16, time: 1.900, data_time: 0.001, memory: 8521, top1_acc: 0.6073, top5_acc: 0.8010, loss_cls: 1.7371, loss: 1.7371, grad_norm: 20.9541 2020-08-09 10:40:54,110 - mmaction - INFO - Epoch [4][2080/2505] lr: 5.000e-04, eta: 3 days, 0:40:22, time: 1.876, data_time: 0.005, memory: 8521, top1_acc: 0.6047, top5_acc: 0.7979, loss_cls: 1.7358, loss: 1.7358, grad_norm: 22.0681 2020-08-09 10:41:31,660 - mmaction - INFO - Epoch [4][2100/2505] lr: 5.000e-04, eta: 3 days, 0:39:30, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.5839, top5_acc: 0.7911, loss_cls: 1.8317, loss: 1.8317, grad_norm: 20.5159 2020-08-09 10:42:09,179 - mmaction - INFO - Epoch [4][2120/2505] lr: 5.000e-04, eta: 3 days, 0:38:36, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.5922, top5_acc: 0.8031, loss_cls: 1.7574, loss: 1.7574, grad_norm: 21.6074 2020-08-09 10:42:46,698 - mmaction - INFO - Epoch [4][2140/2505] lr: 5.000e-04, eta: 3 days, 0:37:43, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.6063, top5_acc: 0.8068, loss_cls: 1.7367, loss: 1.7367, grad_norm: 20.9992 2020-08-09 10:43:24,107 - mmaction - INFO - Epoch [4][2160/2505] lr: 5.000e-04, eta: 3 days, 0:36:49, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6021, top5_acc: 0.8052, loss_cls: 1.7357, loss: 1.7357, grad_norm: 22.1553 2020-08-09 10:44:01,696 - mmaction - INFO - Epoch [4][2180/2505] lr: 5.000e-04, eta: 3 days, 0:35:57, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.5844, top5_acc: 0.7943, loss_cls: 1.7759, loss: 1.7759, grad_norm: 21.8155 2020-08-09 10:44:39,109 - mmaction - INFO - Epoch [4][2200/2505] lr: 5.000e-04, eta: 3 days, 0:35:02, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.6120, top5_acc: 0.8026, loss_cls: 1.7156, loss: 1.7156, grad_norm: 21.1339 2020-08-09 10:45:17,039 - mmaction - INFO - Epoch [4][2220/2505] lr: 5.000e-04, eta: 3 days, 0:34:15, time: 1.896, data_time: 0.001, memory: 8521, top1_acc: 0.5922, top5_acc: 0.8156, loss_cls: 1.7401, loss: 1.7401, grad_norm: 21.7201 2020-08-09 10:45:54,443 - mmaction - INFO - Epoch [4][2240/2505] lr: 5.000e-04, eta: 3 days, 0:33:21, time: 1.870, data_time: 0.003, memory: 8521, top1_acc: 0.5891, top5_acc: 0.8010, loss_cls: 1.7552, loss: 1.7552, grad_norm: 21.7385 2020-08-09 10:46:31,943 - mmaction - INFO - Epoch [4][2260/2505] lr: 5.000e-04, eta: 3 days, 0:32:28, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.6109, top5_acc: 0.8078, loss_cls: 1.7440, loss: 1.7440, grad_norm: 21.7333 2020-08-09 10:47:09,387 - mmaction - INFO - Epoch [4][2280/2505] lr: 5.000e-04, eta: 3 days, 0:31:34, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.5802, top5_acc: 0.7984, loss_cls: 1.8254, loss: 1.8254, grad_norm: 22.5991 2020-08-09 10:47:46,863 - mmaction - INFO - Epoch [4][2300/2505] lr: 5.000e-04, eta: 3 days, 0:30:41, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.5964, top5_acc: 0.7969, loss_cls: 1.7947, loss: 1.7947, grad_norm: 22.7199 2020-08-09 10:48:24,275 - mmaction - INFO - Epoch [4][2320/2505] lr: 5.000e-04, eta: 3 days, 0:29:47, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.5802, top5_acc: 0.7812, loss_cls: 1.8534, loss: 1.8534, grad_norm: 22.4294 2020-08-09 10:49:01,622 - mmaction - INFO - Epoch [4][2340/2505] lr: 5.000e-04, eta: 3 days, 0:28:52, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.5885, top5_acc: 0.7969, loss_cls: 1.7581, loss: 1.7581, grad_norm: 21.3507 2020-08-09 10:49:39,185 - mmaction - INFO - Epoch [4][2360/2505] lr: 5.000e-04, eta: 3 days, 0:28:00, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.5849, top5_acc: 0.7948, loss_cls: 1.7793, loss: 1.7793, grad_norm: 21.2729 2020-08-09 10:50:17,345 - mmaction - INFO - Epoch [4][2380/2505] lr: 5.000e-04, eta: 3 days, 0:27:16, time: 1.908, data_time: 0.001, memory: 8521, top1_acc: 0.5745, top5_acc: 0.7833, loss_cls: 1.8478, loss: 1.8478, grad_norm: 21.8062 2020-08-09 10:50:55,097 - mmaction - INFO - Epoch [4][2400/2505] lr: 5.000e-04, eta: 3 days, 0:26:27, time: 1.888, data_time: 0.002, memory: 8521, top1_acc: 0.5807, top5_acc: 0.7948, loss_cls: 1.8254, loss: 1.8254, grad_norm: 21.4883 2020-08-09 10:51:32,757 - mmaction - INFO - Epoch [4][2420/2505] lr: 5.000e-04, eta: 3 days, 0:25:37, time: 1.883, data_time: 0.001, memory: 8521, top1_acc: 0.5948, top5_acc: 0.7917, loss_cls: 1.8062, loss: 1.8062, grad_norm: 21.9388 2020-08-09 10:52:10,326 - mmaction - INFO - Epoch [4][2440/2505] lr: 5.000e-04, eta: 3 days, 0:24:45, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.5865, top5_acc: 0.7896, loss_cls: 1.8206, loss: 1.8206, grad_norm: 21.8104 2020-08-09 10:52:48,094 - mmaction - INFO - Epoch [4][2460/2505] lr: 5.000e-04, eta: 3 days, 0:23:56, time: 1.888, data_time: 0.001, memory: 8521, top1_acc: 0.6026, top5_acc: 0.8193, loss_cls: 1.6919, loss: 1.6919, grad_norm: 21.9142 2020-08-09 10:53:25,740 - mmaction - INFO - Epoch [4][2480/2505] lr: 5.000e-04, eta: 3 days, 0:23:06, time: 1.882, data_time: 0.001, memory: 8521, top1_acc: 0.5703, top5_acc: 0.7964, loss_cls: 1.8117, loss: 1.8117, grad_norm: 20.9667 2020-08-09 10:54:03,147 - mmaction - INFO - Epoch [4][2500/2505] lr: 5.000e-04, eta: 3 days, 0:22:12, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.5667, top5_acc: 0.7885, loss_cls: 1.8474, loss: 1.8474, grad_norm: 21.5391 2020-08-09 10:54:18,259 - mmaction - INFO - Saving checkpoint at 4 epochs 2020-08-09 10:55:47,210 - mmaction - INFO - Epoch [5][20/2505] lr: 5.000e-04, eta: 3 days, 0:30:10, time: 4.357, data_time: 2.434, memory: 8521, top1_acc: 0.6078, top5_acc: 0.8062, loss_cls: 1.6834, loss: 1.6834, grad_norm: 21.7592 2020-08-09 10:56:25,078 - mmaction - INFO - Epoch [5][40/2505] lr: 5.000e-04, eta: 3 days, 0:29:21, time: 1.893, data_time: 0.010, memory: 8521, top1_acc: 0.6026, top5_acc: 0.7948, loss_cls: 1.7345, loss: 1.7345, grad_norm: 22.4538 2020-08-09 10:57:02,717 - mmaction - INFO - Epoch [5][60/2505] lr: 5.000e-04, eta: 3 days, 0:28:30, time: 1.882, data_time: 0.002, memory: 8521, top1_acc: 0.5859, top5_acc: 0.8000, loss_cls: 1.7504, loss: 1.7504, grad_norm: 21.1654 2020-08-09 10:57:40,432 - mmaction - INFO - Epoch [5][80/2505] lr: 5.000e-04, eta: 3 days, 0:27:39, time: 1.886, data_time: 0.001, memory: 8521, top1_acc: 0.5995, top5_acc: 0.8063, loss_cls: 1.7111, loss: 1.7111, grad_norm: 21.1774 2020-08-09 10:58:17,964 - mmaction - INFO - Epoch [5][100/2505] lr: 5.000e-04, eta: 3 days, 0:26:47, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.5906, top5_acc: 0.7896, loss_cls: 1.8288, loss: 1.8288, grad_norm: 22.4175 2020-08-09 10:58:55,449 - mmaction - INFO - Epoch [5][120/2505] lr: 5.000e-04, eta: 3 days, 0:25:53, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.6099, top5_acc: 0.8094, loss_cls: 1.6756, loss: 1.6756, grad_norm: 21.7542 2020-08-09 10:59:33,250 - mmaction - INFO - Epoch [5][140/2505] lr: 5.000e-04, eta: 3 days, 0:25:04, time: 1.890, data_time: 0.001, memory: 8521, top1_acc: 0.5797, top5_acc: 0.7880, loss_cls: 1.8288, loss: 1.8288, grad_norm: 21.7582 2020-08-09 11:00:12,606 - mmaction - INFO - Epoch [5][160/2505] lr: 5.000e-04, eta: 3 days, 0:24:36, time: 1.967, data_time: 0.002, memory: 8521, top1_acc: 0.5802, top5_acc: 0.7990, loss_cls: 1.7782, loss: 1.7782, grad_norm: 21.2423 2020-08-09 11:00:50,393 - mmaction - INFO - Epoch [5][180/2505] lr: 5.000e-04, eta: 3 days, 0:23:47, time: 1.891, data_time: 0.009, memory: 8521, top1_acc: 0.5974, top5_acc: 0.8031, loss_cls: 1.7381, loss: 1.7381, grad_norm: 21.3226 2020-08-09 11:01:28,290 - mmaction - INFO - Epoch [5][200/2505] lr: 5.000e-04, eta: 3 days, 0:22:59, time: 1.895, data_time: 0.001, memory: 8521, top1_acc: 0.6188, top5_acc: 0.8219, loss_cls: 1.6050, loss: 1.6050, grad_norm: 21.1419 2020-08-09 11:02:05,966 - mmaction - INFO - Epoch [5][220/2505] lr: 5.000e-04, eta: 3 days, 0:22:08, time: 1.884, data_time: 0.001, memory: 8521, top1_acc: 0.5865, top5_acc: 0.7849, loss_cls: 1.8051, loss: 1.8051, grad_norm: 22.0828 2020-08-09 11:02:43,436 - mmaction - INFO - Epoch [5][240/2505] lr: 5.000e-04, eta: 3 days, 0:21:15, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.5906, top5_acc: 0.8120, loss_cls: 1.7453, loss: 1.7453, grad_norm: 21.7006 2020-08-09 11:03:20,836 - mmaction - INFO - Epoch [5][260/2505] lr: 5.000e-04, eta: 3 days, 0:20:21, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6047, top5_acc: 0.8042, loss_cls: 1.7182, loss: 1.7182, grad_norm: 22.0620 2020-08-09 11:03:58,340 - mmaction - INFO - Epoch [5][280/2505] lr: 5.000e-04, eta: 3 days, 0:19:28, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.5964, top5_acc: 0.7958, loss_cls: 1.7854, loss: 1.7854, grad_norm: 20.7903 2020-08-09 11:04:35,723 - mmaction - INFO - Epoch [5][300/2505] lr: 5.000e-04, eta: 3 days, 0:18:34, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6089, top5_acc: 0.8073, loss_cls: 1.7517, loss: 1.7517, grad_norm: 21.1412 2020-08-09 11:05:13,965 - mmaction - INFO - Epoch [5][320/2505] lr: 5.000e-04, eta: 3 days, 0:17:51, time: 1.912, data_time: 0.001, memory: 8521, top1_acc: 0.6182, top5_acc: 0.8125, loss_cls: 1.6550, loss: 1.6550, grad_norm: 21.2158 2020-08-09 11:05:51,750 - mmaction - INFO - Epoch [5][340/2505] lr: 5.000e-04, eta: 3 days, 0:17:03, time: 1.890, data_time: 0.005, memory: 8521, top1_acc: 0.5776, top5_acc: 0.8005, loss_cls: 1.7934, loss: 1.7934, grad_norm: 22.1828 2020-08-09 11:06:29,370 - mmaction - INFO - Epoch [5][360/2505] lr: 5.000e-04, eta: 3 days, 0:16:12, time: 1.881, data_time: 0.001, memory: 8521, top1_acc: 0.5771, top5_acc: 0.7917, loss_cls: 1.8492, loss: 1.8492, grad_norm: 21.4210 2020-08-09 11:07:06,788 - mmaction - INFO - Epoch [5][380/2505] lr: 5.000e-04, eta: 3 days, 0:15:18, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.6068, top5_acc: 0.7990, loss_cls: 1.7477, loss: 1.7477, grad_norm: 21.3447 2020-08-09 11:07:44,245 - mmaction - INFO - Epoch [5][400/2505] lr: 5.000e-04, eta: 3 days, 0:14:25, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.6068, top5_acc: 0.8094, loss_cls: 1.6932, loss: 1.6932, grad_norm: 21.3520 2020-08-09 11:08:21,898 - mmaction - INFO - Epoch [5][420/2505] lr: 5.000e-04, eta: 3 days, 0:13:35, time: 1.883, data_time: 0.001, memory: 8521, top1_acc: 0.5932, top5_acc: 0.8016, loss_cls: 1.7576, loss: 1.7576, grad_norm: 21.4250 2020-08-09 11:08:59,397 - mmaction - INFO - Epoch [5][440/2505] lr: 5.000e-04, eta: 3 days, 0:12:43, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.5729, top5_acc: 0.7854, loss_cls: 1.8244, loss: 1.8244, grad_norm: 21.4983 2020-08-09 11:09:36,897 - mmaction - INFO - Epoch [5][460/2505] lr: 5.000e-04, eta: 3 days, 0:11:50, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.6115, top5_acc: 0.8193, loss_cls: 1.6351, loss: 1.6351, grad_norm: 22.0059 2020-08-09 11:10:14,672 - mmaction - INFO - Epoch [5][480/2505] lr: 5.000e-04, eta: 3 days, 0:11:02, time: 1.889, data_time: 0.001, memory: 8521, top1_acc: 0.5990, top5_acc: 0.8120, loss_cls: 1.7278, loss: 1.7278, grad_norm: 21.0365 2020-08-09 11:10:52,335 - mmaction - INFO - Epoch [5][500/2505] lr: 5.000e-04, eta: 3 days, 0:10:12, time: 1.883, data_time: 0.002, memory: 8521, top1_acc: 0.5927, top5_acc: 0.7927, loss_cls: 1.7828, loss: 1.7828, grad_norm: 21.3097 2020-08-09 11:11:29,765 - mmaction - INFO - Epoch [5][520/2505] lr: 5.000e-04, eta: 3 days, 0:09:19, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.6021, top5_acc: 0.8042, loss_cls: 1.7003, loss: 1.7003, grad_norm: 21.1297 2020-08-09 11:12:07,253 - mmaction - INFO - Epoch [5][540/2505] lr: 5.000e-04, eta: 3 days, 0:08:27, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.5984, top5_acc: 0.8078, loss_cls: 1.7409, loss: 1.7409, grad_norm: 22.1762 2020-08-09 11:12:44,975 - mmaction - INFO - Epoch [5][560/2505] lr: 5.000e-04, eta: 3 days, 0:07:37, time: 1.886, data_time: 0.001, memory: 8521, top1_acc: 0.5979, top5_acc: 0.7984, loss_cls: 1.7324, loss: 1.7324, grad_norm: 20.9987 2020-08-09 11:13:22,397 - mmaction - INFO - Epoch [5][580/2505] lr: 5.000e-04, eta: 3 days, 0:06:45, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.5922, top5_acc: 0.7984, loss_cls: 1.7778, loss: 1.7778, grad_norm: 21.6577 2020-08-09 11:13:59,865 - mmaction - INFO - Epoch [5][600/2505] lr: 5.000e-04, eta: 3 days, 0:05:52, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.6042, top5_acc: 0.8161, loss_cls: 1.7209, loss: 1.7209, grad_norm: 22.4649 2020-08-09 11:14:37,277 - mmaction - INFO - Epoch [5][620/2505] lr: 5.000e-04, eta: 3 days, 0:04:59, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.6021, top5_acc: 0.8245, loss_cls: 1.6731, loss: 1.6731, grad_norm: 22.0531 2020-08-09 11:15:14,831 - mmaction - INFO - Epoch [5][640/2505] lr: 5.000e-04, eta: 3 days, 0:04:08, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.5792, top5_acc: 0.7969, loss_cls: 1.7875, loss: 1.7875, grad_norm: 21.8998 2020-08-09 11:15:52,129 - mmaction - INFO - Epoch [5][660/2505] lr: 5.000e-04, eta: 3 days, 0:03:14, time: 1.865, data_time: 0.003, memory: 8521, top1_acc: 0.5750, top5_acc: 0.8016, loss_cls: 1.8232, loss: 1.8232, grad_norm: 22.1451 2020-08-09 11:16:29,706 - mmaction - INFO - Epoch [5][680/2505] lr: 5.000e-04, eta: 3 days, 0:02:23, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.5854, top5_acc: 0.7875, loss_cls: 1.7907, loss: 1.7907, grad_norm: 21.5415 2020-08-09 11:17:07,312 - mmaction - INFO - Epoch [5][700/2505] lr: 5.000e-04, eta: 3 days, 0:01:33, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.5932, top5_acc: 0.8057, loss_cls: 1.7482, loss: 1.7482, grad_norm: 21.9496 2020-08-09 11:17:44,901 - mmaction - INFO - Epoch [5][720/2505] lr: 5.000e-04, eta: 3 days, 0:00:43, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.6130, top5_acc: 0.8099, loss_cls: 1.6437, loss: 1.6437, grad_norm: 20.9593 2020-08-09 11:18:22,224 - mmaction - INFO - Epoch [5][740/2505] lr: 5.000e-04, eta: 2 days, 23:59:49, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.5807, top5_acc: 0.7984, loss_cls: 1.7931, loss: 1.7931, grad_norm: 21.0522 2020-08-09 11:18:59,823 - mmaction - INFO - Epoch [5][760/2505] lr: 5.000e-04, eta: 2 days, 23:58:59, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.5964, top5_acc: 0.8052, loss_cls: 1.7390, loss: 1.7390, grad_norm: 21.0805 2020-08-09 11:19:37,428 - mmaction - INFO - Epoch [5][780/2505] lr: 5.000e-04, eta: 2 days, 23:58:09, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.5714, top5_acc: 0.7906, loss_cls: 1.8220, loss: 1.8220, grad_norm: 22.5561 2020-08-09 11:20:14,930 - mmaction - INFO - Epoch [5][800/2505] lr: 5.000e-04, eta: 2 days, 23:57:18, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.6052, top5_acc: 0.8010, loss_cls: 1.7159, loss: 1.7159, grad_norm: 20.4962 2020-08-09 11:20:52,443 - mmaction - INFO - Epoch [5][820/2505] lr: 5.000e-04, eta: 2 days, 23:56:26, time: 1.876, data_time: 0.003, memory: 8521, top1_acc: 0.5714, top5_acc: 0.7922, loss_cls: 1.8443, loss: 1.8443, grad_norm: 21.3426 2020-08-09 11:21:29,975 - mmaction - INFO - Epoch [5][840/2505] lr: 5.000e-04, eta: 2 days, 23:55:36, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.6073, top5_acc: 0.8135, loss_cls: 1.6865, loss: 1.6865, grad_norm: 21.2961 2020-08-09 11:22:07,287 - mmaction - INFO - Epoch [5][860/2505] lr: 5.000e-04, eta: 2 days, 23:54:42, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6063, top5_acc: 0.8109, loss_cls: 1.7357, loss: 1.7357, grad_norm: 22.0863 2020-08-09 11:22:44,682 - mmaction - INFO - Epoch [5][880/2505] lr: 5.000e-04, eta: 2 days, 23:53:50, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.5927, top5_acc: 0.8026, loss_cls: 1.7512, loss: 1.7512, grad_norm: 21.0797 2020-08-09 11:23:21,987 - mmaction - INFO - Epoch [5][900/2505] lr: 5.000e-04, eta: 2 days, 23:52:56, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6010, top5_acc: 0.8099, loss_cls: 1.7143, loss: 1.7143, grad_norm: 20.6550 2020-08-09 11:23:59,482 - mmaction - INFO - Epoch [5][920/2505] lr: 5.000e-04, eta: 2 days, 23:52:05, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.6083, top5_acc: 0.7964, loss_cls: 1.7478, loss: 1.7478, grad_norm: 21.3270 2020-08-09 11:24:36,895 - mmaction - INFO - Epoch [5][940/2505] lr: 5.000e-04, eta: 2 days, 23:51:13, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.6005, top5_acc: 0.8026, loss_cls: 1.7215, loss: 1.7215, grad_norm: 20.2751 2020-08-09 11:25:14,704 - mmaction - INFO - Epoch [5][960/2505] lr: 5.000e-04, eta: 2 days, 23:50:26, time: 1.890, data_time: 0.001, memory: 8521, top1_acc: 0.6042, top5_acc: 0.7917, loss_cls: 1.7629, loss: 1.7629, grad_norm: 21.1455 2020-08-09 11:25:52,230 - mmaction - INFO - Epoch [5][980/2505] lr: 5.000e-04, eta: 2 days, 23:49:35, time: 1.877, data_time: 0.004, memory: 8521, top1_acc: 0.5891, top5_acc: 0.8073, loss_cls: 1.7539, loss: 1.7539, grad_norm: 21.7948 2020-08-09 11:26:29,882 - mmaction - INFO - Epoch [5][1000/2505] lr: 5.000e-04, eta: 2 days, 23:48:46, time: 1.883, data_time: 0.001, memory: 8521, top1_acc: 0.5917, top5_acc: 0.8089, loss_cls: 1.7552, loss: 1.7552, grad_norm: 20.8756 2020-08-09 11:27:07,396 - mmaction - INFO - Epoch [5][1020/2505] lr: 5.000e-04, eta: 2 days, 23:47:56, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.5807, top5_acc: 0.7885, loss_cls: 1.7797, loss: 1.7797, grad_norm: 21.5596 2020-08-09 11:27:44,780 - mmaction - INFO - Epoch [5][1040/2505] lr: 5.000e-04, eta: 2 days, 23:47:04, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6021, top5_acc: 0.8062, loss_cls: 1.7073, loss: 1.7073, grad_norm: 20.5551 2020-08-09 11:28:22,019 - mmaction - INFO - Epoch [5][1060/2505] lr: 5.000e-04, eta: 2 days, 23:46:10, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6161, top5_acc: 0.8125, loss_cls: 1.6866, loss: 1.6866, grad_norm: 20.3565 2020-08-09 11:28:59,258 - mmaction - INFO - Epoch [5][1080/2505] lr: 5.000e-04, eta: 2 days, 23:45:16, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6021, top5_acc: 0.8078, loss_cls: 1.7057, loss: 1.7057, grad_norm: 21.7287 2020-08-09 11:29:36,442 - mmaction - INFO - Epoch [5][1100/2505] lr: 5.000e-04, eta: 2 days, 23:44:22, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6047, top5_acc: 0.8141, loss_cls: 1.6863, loss: 1.6863, grad_norm: 22.0250 2020-08-09 11:30:13,705 - mmaction - INFO - Epoch [5][1120/2505] lr: 5.000e-04, eta: 2 days, 23:43:28, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.5990, top5_acc: 0.8062, loss_cls: 1.7526, loss: 1.7526, grad_norm: 21.4437 2020-08-09 11:30:50,988 - mmaction - INFO - Epoch [5][1140/2505] lr: 5.000e-04, eta: 2 days, 23:42:35, time: 1.864, data_time: 0.003, memory: 8521, top1_acc: 0.5734, top5_acc: 0.7859, loss_cls: 1.7981, loss: 1.7981, grad_norm: 20.4442 2020-08-09 11:31:28,234 - mmaction - INFO - Epoch [5][1160/2505] lr: 5.000e-04, eta: 2 days, 23:41:42, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6026, top5_acc: 0.8057, loss_cls: 1.7375, loss: 1.7375, grad_norm: 21.9858 2020-08-09 11:32:05,533 - mmaction - INFO - Epoch [5][1180/2505] lr: 5.000e-04, eta: 2 days, 23:40:49, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.5906, top5_acc: 0.8063, loss_cls: 1.7511, loss: 1.7511, grad_norm: 21.3876 2020-08-09 11:32:42,791 - mmaction - INFO - Epoch [5][1200/2505] lr: 5.000e-04, eta: 2 days, 23:39:56, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.5792, top5_acc: 0.7932, loss_cls: 1.7909, loss: 1.7909, grad_norm: 20.6542 2020-08-09 11:33:20,031 - mmaction - INFO - Epoch [5][1220/2505] lr: 5.000e-04, eta: 2 days, 23:39:03, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6063, top5_acc: 0.8031, loss_cls: 1.7408, loss: 1.7408, grad_norm: 21.6258 2020-08-09 11:33:57,200 - mmaction - INFO - Epoch [5][1240/2505] lr: 5.000e-04, eta: 2 days, 23:38:08, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6089, top5_acc: 0.8172, loss_cls: 1.6533, loss: 1.6533, grad_norm: 20.5144 2020-08-09 11:34:34,460 - mmaction - INFO - Epoch [5][1260/2505] lr: 5.000e-04, eta: 2 days, 23:37:15, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.5943, top5_acc: 0.8182, loss_cls: 1.7046, loss: 1.7046, grad_norm: 20.7537 2020-08-09 11:35:12,069 - mmaction - INFO - Epoch [5][1280/2505] lr: 5.000e-04, eta: 2 days, 23:36:27, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.5927, top5_acc: 0.8073, loss_cls: 1.7406, loss: 1.7406, grad_norm: 21.9557 2020-08-09 11:35:49,292 - mmaction - INFO - Epoch [5][1300/2505] lr: 5.000e-04, eta: 2 days, 23:35:33, time: 1.861, data_time: 0.002, memory: 8521, top1_acc: 0.5880, top5_acc: 0.8073, loss_cls: 1.7703, loss: 1.7703, grad_norm: 21.9263 2020-08-09 11:36:26,577 - mmaction - INFO - Epoch [5][1320/2505] lr: 5.000e-04, eta: 2 days, 23:34:41, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6078, top5_acc: 0.7984, loss_cls: 1.7410, loss: 1.7410, grad_norm: 20.9521 2020-08-09 11:37:03,808 - mmaction - INFO - Epoch [5][1340/2505] lr: 5.000e-04, eta: 2 days, 23:33:48, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.5828, top5_acc: 0.7943, loss_cls: 1.7976, loss: 1.7976, grad_norm: 20.6919 2020-08-09 11:37:41,052 - mmaction - INFO - Epoch [5][1360/2505] lr: 5.000e-04, eta: 2 days, 23:32:55, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6000, top5_acc: 0.8036, loss_cls: 1.7482, loss: 1.7482, grad_norm: 21.9538 2020-08-09 11:38:18,233 - mmaction - INFO - Epoch [5][1380/2505] lr: 5.000e-04, eta: 2 days, 23:32:01, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.5943, top5_acc: 0.8073, loss_cls: 1.7584, loss: 1.7584, grad_norm: 21.2339 2020-08-09 11:38:55,459 - mmaction - INFO - Epoch [5][1400/2505] lr: 5.000e-04, eta: 2 days, 23:31:08, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6109, top5_acc: 0.8068, loss_cls: 1.7156, loss: 1.7156, grad_norm: 20.8218 2020-08-09 11:39:32,641 - mmaction - INFO - Epoch [5][1420/2505] lr: 5.000e-04, eta: 2 days, 23:30:15, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6099, top5_acc: 0.8099, loss_cls: 1.6980, loss: 1.6980, grad_norm: 20.3232 2020-08-09 11:40:10,598 - mmaction - INFO - Epoch [5][1440/2505] lr: 5.000e-04, eta: 2 days, 23:29:30, time: 1.897, data_time: 0.001, memory: 8521, top1_acc: 0.6063, top5_acc: 0.8125, loss_cls: 1.6883, loss: 1.6883, grad_norm: 20.6046 2020-08-09 11:40:47,790 - mmaction - INFO - Epoch [5][1460/2505] lr: 5.000e-04, eta: 2 days, 23:28:37, time: 1.860, data_time: 0.003, memory: 8521, top1_acc: 0.5870, top5_acc: 0.8010, loss_cls: 1.7563, loss: 1.7563, grad_norm: 21.1119 2020-08-09 11:41:24,904 - mmaction - INFO - Epoch [5][1480/2505] lr: 5.000e-04, eta: 2 days, 23:27:43, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.5880, top5_acc: 0.7958, loss_cls: 1.8170, loss: 1.8170, grad_norm: 21.6497 2020-08-09 11:42:02,109 - mmaction - INFO - Epoch [5][1500/2505] lr: 5.000e-04, eta: 2 days, 23:26:50, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6010, top5_acc: 0.8031, loss_cls: 1.7482, loss: 1.7482, grad_norm: 20.9240 2020-08-09 11:42:39,327 - mmaction - INFO - Epoch [5][1520/2505] lr: 5.000e-04, eta: 2 days, 23:25:57, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6047, top5_acc: 0.8068, loss_cls: 1.6995, loss: 1.6995, grad_norm: 21.2199 2020-08-09 11:43:16,537 - mmaction - INFO - Epoch [5][1540/2505] lr: 5.000e-04, eta: 2 days, 23:25:04, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6005, top5_acc: 0.8042, loss_cls: 1.7238, loss: 1.7238, grad_norm: 21.0804 2020-08-09 11:43:53,715 - mmaction - INFO - Epoch [5][1560/2505] lr: 5.000e-04, eta: 2 days, 23:24:11, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.5849, top5_acc: 0.7943, loss_cls: 1.8107, loss: 1.8107, grad_norm: 22.3722 2020-08-09 11:44:32,828 - mmaction - INFO - Epoch [5][1580/2505] lr: 5.000e-04, eta: 2 days, 23:23:40, time: 1.956, data_time: 0.001, memory: 8521, top1_acc: 0.6146, top5_acc: 0.8229, loss_cls: 1.6752, loss: 1.6752, grad_norm: 20.7660 2020-08-09 11:45:10,050 - mmaction - INFO - Epoch [5][1600/2505] lr: 5.000e-04, eta: 2 days, 23:22:48, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.5979, top5_acc: 0.8010, loss_cls: 1.7461, loss: 1.7461, grad_norm: 21.8897 2020-08-09 11:45:47,258 - mmaction - INFO - Epoch [5][1620/2505] lr: 5.000e-04, eta: 2 days, 23:21:55, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6260, top5_acc: 0.8260, loss_cls: 1.6398, loss: 1.6398, grad_norm: 21.6423 2020-08-09 11:46:24,409 - mmaction - INFO - Epoch [5][1640/2505] lr: 5.000e-04, eta: 2 days, 23:21:02, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6016, top5_acc: 0.7964, loss_cls: 1.7102, loss: 1.7102, grad_norm: 21.0702 2020-08-09 11:47:01,588 - mmaction - INFO - Epoch [5][1660/2505] lr: 5.000e-04, eta: 2 days, 23:20:09, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.5979, top5_acc: 0.8057, loss_cls: 1.7198, loss: 1.7198, grad_norm: 21.1188 2020-08-09 11:47:38,792 - mmaction - INFO - Epoch [5][1680/2505] lr: 5.000e-04, eta: 2 days, 23:19:16, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6005, top5_acc: 0.8104, loss_cls: 1.7089, loss: 1.7089, grad_norm: 21.1848 2020-08-09 11:48:15,925 - mmaction - INFO - Epoch [5][1700/2505] lr: 5.000e-04, eta: 2 days, 23:18:23, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.5844, top5_acc: 0.8036, loss_cls: 1.7835, loss: 1.7835, grad_norm: 20.5041 2020-08-09 11:48:53,136 - mmaction - INFO - Epoch [5][1720/2505] lr: 5.000e-04, eta: 2 days, 23:17:30, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.5990, top5_acc: 0.8057, loss_cls: 1.7274, loss: 1.7274, grad_norm: 21.9479 2020-08-09 11:50:28,064 - mmaction - INFO - Epoch [5][1740/2505] lr: 5.000e-04, eta: 2 days, 23:27:33, time: 4.746, data_time: 2.886, memory: 8521, top1_acc: 0.5948, top5_acc: 0.8141, loss_cls: 1.7083, loss: 1.7083, grad_norm: 20.9046 2020-08-09 11:51:05,258 - mmaction - INFO - Epoch [5][1760/2505] lr: 5.000e-04, eta: 2 days, 23:26:40, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.5953, top5_acc: 0.7990, loss_cls: 1.7553, loss: 1.7553, grad_norm: 21.5047 2020-08-09 11:51:42,537 - mmaction - INFO - Epoch [5][1780/2505] lr: 5.000e-04, eta: 2 days, 23:25:47, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6073, top5_acc: 0.7979, loss_cls: 1.7402, loss: 1.7402, grad_norm: 20.0536 2020-08-09 11:52:19,754 - mmaction - INFO - Epoch [5][1800/2505] lr: 5.000e-04, eta: 2 days, 23:24:54, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6281, top5_acc: 0.8156, loss_cls: 1.6362, loss: 1.6362, grad_norm: 20.5822 2020-08-09 11:52:57,008 - mmaction - INFO - Epoch [5][1820/2505] lr: 5.000e-04, eta: 2 days, 23:24:01, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.5922, top5_acc: 0.8120, loss_cls: 1.7159, loss: 1.7159, grad_norm: 21.4206 2020-08-09 11:53:34,259 - mmaction - INFO - Epoch [5][1840/2505] lr: 5.000e-04, eta: 2 days, 23:23:08, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.5937, top5_acc: 0.8120, loss_cls: 1.6973, loss: 1.6973, grad_norm: 22.0385 2020-08-09 11:54:28,445 - mmaction - INFO - Epoch [5][1860/2505] lr: 5.000e-04, eta: 2 days, 23:25:25, time: 2.709, data_time: 0.001, memory: 8521, top1_acc: 0.5854, top5_acc: 0.8078, loss_cls: 1.7754, loss: 1.7754, grad_norm: 21.6882 2020-08-09 11:55:06,723 - mmaction - INFO - Epoch [5][1880/2505] lr: 5.000e-04, eta: 2 days, 23:24:44, time: 1.914, data_time: 0.001, memory: 8521, top1_acc: 0.6063, top5_acc: 0.8042, loss_cls: 1.7384, loss: 1.7384, grad_norm: 21.0216 2020-08-09 11:55:43,861 - mmaction - INFO - Epoch [5][1900/2505] lr: 5.000e-04, eta: 2 days, 23:23:50, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6266, top5_acc: 0.8167, loss_cls: 1.6470, loss: 1.6470, grad_norm: 21.2804 2020-08-09 11:56:21,030 - mmaction - INFO - Epoch [5][1920/2505] lr: 5.000e-04, eta: 2 days, 23:22:56, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.5844, top5_acc: 0.8094, loss_cls: 1.7364, loss: 1.7364, grad_norm: 20.9044 2020-08-09 11:56:58,154 - mmaction - INFO - Epoch [5][1940/2505] lr: 5.000e-04, eta: 2 days, 23:22:01, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.6047, top5_acc: 0.8021, loss_cls: 1.7542, loss: 1.7542, grad_norm: 19.8962 2020-08-09 11:57:35,439 - mmaction - INFO - Epoch [5][1960/2505] lr: 5.000e-04, eta: 2 days, 23:21:09, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6203, top5_acc: 0.8036, loss_cls: 1.6547, loss: 1.6547, grad_norm: 20.3032 2020-08-09 11:58:12,688 - mmaction - INFO - Epoch [5][1980/2505] lr: 5.000e-04, eta: 2 days, 23:20:16, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.5901, top5_acc: 0.7917, loss_cls: 1.7824, loss: 1.7824, grad_norm: 20.7745 2020-08-09 11:58:49,939 - mmaction - INFO - Epoch [5][2000/2505] lr: 5.000e-04, eta: 2 days, 23:19:23, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6130, top5_acc: 0.8089, loss_cls: 1.6812, loss: 1.6812, grad_norm: 20.5044 2020-08-09 11:59:27,108 - mmaction - INFO - Epoch [5][2020/2505] lr: 5.000e-04, eta: 2 days, 23:18:30, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.5891, top5_acc: 0.7953, loss_cls: 1.7459, loss: 1.7459, grad_norm: 21.1984 2020-08-09 12:00:06,135 - mmaction - INFO - Epoch [5][2040/2505] lr: 5.000e-04, eta: 2 days, 23:17:55, time: 1.945, data_time: 0.001, memory: 8521, top1_acc: 0.5969, top5_acc: 0.8177, loss_cls: 1.6489, loss: 1.6489, grad_norm: 20.7241 2020-08-09 12:00:43,501 - mmaction - INFO - Epoch [5][2060/2505] lr: 5.000e-04, eta: 2 days, 23:17:05, time: 1.875, data_time: 0.016, memory: 8521, top1_acc: 0.5948, top5_acc: 0.8120, loss_cls: 1.7380, loss: 1.7380, grad_norm: 21.1676 2020-08-09 12:01:20,660 - mmaction - INFO - Epoch [5][2080/2505] lr: 5.000e-04, eta: 2 days, 23:16:12, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.5953, top5_acc: 0.8047, loss_cls: 1.6931, loss: 1.6931, grad_norm: 20.4904 2020-08-09 12:01:57,798 - mmaction - INFO - Epoch [5][2100/2505] lr: 5.000e-04, eta: 2 days, 23:15:18, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.5958, top5_acc: 0.7969, loss_cls: 1.7421, loss: 1.7421, grad_norm: 20.8008 2020-08-09 12:02:35,041 - mmaction - INFO - Epoch [5][2120/2505] lr: 5.000e-04, eta: 2 days, 23:14:25, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6083, top5_acc: 0.8141, loss_cls: 1.6739, loss: 1.6739, grad_norm: 21.3212 2020-08-09 12:03:14,845 - mmaction - INFO - Epoch [5][2140/2505] lr: 5.000e-04, eta: 2 days, 23:14:01, time: 1.990, data_time: 0.001, memory: 8521, top1_acc: 0.5917, top5_acc: 0.7885, loss_cls: 1.7937, loss: 1.7937, grad_norm: 21.5179 2020-08-09 12:03:51,911 - mmaction - INFO - Epoch [5][2160/2505] lr: 5.000e-04, eta: 2 days, 23:13:06, time: 1.853, data_time: 0.001, memory: 8521, top1_acc: 0.6146, top5_acc: 0.8042, loss_cls: 1.6818, loss: 1.6818, grad_norm: 20.2168 2020-08-09 12:04:29,121 - mmaction - INFO - Epoch [5][2180/2505] lr: 5.000e-04, eta: 2 days, 23:12:13, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6010, top5_acc: 0.8177, loss_cls: 1.6924, loss: 1.6924, grad_norm: 21.2025 2020-08-09 12:05:06,396 - mmaction - INFO - Epoch [5][2200/2505] lr: 5.000e-04, eta: 2 days, 23:11:21, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6057, top5_acc: 0.8120, loss_cls: 1.6940, loss: 1.6940, grad_norm: 20.7057 2020-08-09 12:05:43,547 - mmaction - INFO - Epoch [5][2220/2505] lr: 5.000e-04, eta: 2 days, 23:10:28, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6063, top5_acc: 0.7932, loss_cls: 1.7840, loss: 1.7840, grad_norm: 20.3943 2020-08-09 12:06:20,720 - mmaction - INFO - Epoch [5][2240/2505] lr: 5.000e-04, eta: 2 days, 23:09:35, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.5849, top5_acc: 0.8005, loss_cls: 1.7874, loss: 1.7874, grad_norm: 21.2079 2020-08-09 12:06:57,914 - mmaction - INFO - Epoch [5][2260/2505] lr: 5.000e-04, eta: 2 days, 23:08:42, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6089, top5_acc: 0.8115, loss_cls: 1.6818, loss: 1.6818, grad_norm: 21.2171 2020-08-09 12:07:35,033 - mmaction - INFO - Epoch [5][2280/2505] lr: 5.000e-04, eta: 2 days, 23:07:48, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.5990, top5_acc: 0.8120, loss_cls: 1.7058, loss: 1.7058, grad_norm: 20.8435 2020-08-09 12:08:12,213 - mmaction - INFO - Epoch [5][2300/2505] lr: 5.000e-04, eta: 2 days, 23:06:56, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6120, top5_acc: 0.8250, loss_cls: 1.6471, loss: 1.6471, grad_norm: 21.3724 2020-08-09 12:08:50,090 - mmaction - INFO - Epoch [5][2320/2505] lr: 5.000e-04, eta: 2 days, 23:06:10, time: 1.894, data_time: 0.001, memory: 8521, top1_acc: 0.6073, top5_acc: 0.8063, loss_cls: 1.7421, loss: 1.7421, grad_norm: 20.8844 2020-08-09 12:09:29,053 - mmaction - INFO - Epoch [5][2340/2505] lr: 5.000e-04, eta: 2 days, 23:05:37, time: 1.948, data_time: 0.001, memory: 8521, top1_acc: 0.6073, top5_acc: 0.8021, loss_cls: 1.6718, loss: 1.6718, grad_norm: 20.3607 2020-08-09 12:10:06,392 - mmaction - INFO - Epoch [5][2360/2505] lr: 5.000e-04, eta: 2 days, 23:04:46, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.5943, top5_acc: 0.8026, loss_cls: 1.7318, loss: 1.7318, grad_norm: 21.1737 2020-08-09 12:10:43,553 - mmaction - INFO - Epoch [5][2380/2505] lr: 5.000e-04, eta: 2 days, 23:03:53, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6016, top5_acc: 0.7875, loss_cls: 1.7506, loss: 1.7506, grad_norm: 20.3836 2020-08-09 12:11:20,619 - mmaction - INFO - Epoch [5][2400/2505] lr: 5.000e-04, eta: 2 days, 23:02:59, time: 1.853, data_time: 0.001, memory: 8521, top1_acc: 0.5969, top5_acc: 0.8099, loss_cls: 1.7131, loss: 1.7131, grad_norm: 21.6173 2020-08-09 12:11:57,895 - mmaction - INFO - Epoch [5][2420/2505] lr: 5.000e-04, eta: 2 days, 23:02:07, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.5844, top5_acc: 0.7937, loss_cls: 1.7567, loss: 1.7567, grad_norm: 20.8875 2020-08-09 12:12:35,087 - mmaction - INFO - Epoch [5][2440/2505] lr: 5.000e-04, eta: 2 days, 23:01:15, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6042, top5_acc: 0.8135, loss_cls: 1.7045, loss: 1.7045, grad_norm: 21.7400 2020-08-09 12:13:13,641 - mmaction - INFO - Epoch [5][2460/2505] lr: 5.000e-04, eta: 2 days, 23:00:37, time: 1.928, data_time: 0.001, memory: 8521, top1_acc: 0.6109, top5_acc: 0.8109, loss_cls: 1.6965, loss: 1.6965, grad_norm: 20.9219 2020-08-09 12:13:51,746 - mmaction - INFO - Epoch [5][2480/2505] lr: 5.000e-04, eta: 2 days, 22:59:54, time: 1.905, data_time: 0.001, memory: 8521, top1_acc: 0.6141, top5_acc: 0.8125, loss_cls: 1.7045, loss: 1.7045, grad_norm: 21.8045 2020-08-09 12:14:28,903 - mmaction - INFO - Epoch [5][2500/2505] lr: 5.000e-04, eta: 2 days, 22:59:02, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.5958, top5_acc: 0.7995, loss_cls: 1.7799, loss: 1.7799, grad_norm: 21.7693 2020-08-09 12:16:14,444 - mmaction - INFO - Epoch [6][20/2505] lr: 5.000e-04, eta: 2 days, 23:05:44, time: 4.534, data_time: 2.562, memory: 8521, top1_acc: 0.5927, top5_acc: 0.7896, loss_cls: 1.7717, loss: 1.7717, grad_norm: 20.4841 2020-08-09 12:16:51,901 - mmaction - INFO - Epoch [6][40/2505] lr: 5.000e-04, eta: 2 days, 23:04:54, time: 1.873, data_time: 0.008, memory: 8521, top1_acc: 0.6073, top5_acc: 0.8083, loss_cls: 1.7088, loss: 1.7088, grad_norm: 21.2834 2020-08-09 12:17:29,197 - mmaction - INFO - Epoch [6][60/2505] lr: 5.000e-04, eta: 2 days, 23:04:02, time: 1.865, data_time: 0.002, memory: 8521, top1_acc: 0.6219, top5_acc: 0.8120, loss_cls: 1.6643, loss: 1.6643, grad_norm: 21.4978 2020-08-09 12:18:06,362 - mmaction - INFO - Epoch [6][80/2505] lr: 5.000e-04, eta: 2 days, 23:03:08, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.5901, top5_acc: 0.7995, loss_cls: 1.7590, loss: 1.7590, grad_norm: 20.9227 2020-08-09 12:18:43,672 - mmaction - INFO - Epoch [6][100/2505] lr: 5.000e-04, eta: 2 days, 23:02:17, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.5964, top5_acc: 0.7937, loss_cls: 1.7660, loss: 1.7660, grad_norm: 20.9855 2020-08-09 12:19:20,935 - mmaction - INFO - Epoch [6][120/2505] lr: 5.000e-04, eta: 2 days, 23:01:25, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6188, top5_acc: 0.8318, loss_cls: 1.6160, loss: 1.6160, grad_norm: 20.4986 2020-08-09 12:19:58,170 - mmaction - INFO - Epoch [6][140/2505] lr: 5.000e-04, eta: 2 days, 23:00:32, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.5911, top5_acc: 0.8104, loss_cls: 1.7077, loss: 1.7077, grad_norm: 21.0136 2020-08-09 12:20:36,047 - mmaction - INFO - Epoch [6][160/2505] lr: 5.000e-04, eta: 2 days, 22:59:47, time: 1.894, data_time: 0.001, memory: 8521, top1_acc: 0.6182, top5_acc: 0.8099, loss_cls: 1.6822, loss: 1.6822, grad_norm: 20.5750 2020-08-09 12:21:13,331 - mmaction - INFO - Epoch [6][180/2505] lr: 5.000e-04, eta: 2 days, 22:58:55, time: 1.864, data_time: 0.003, memory: 8521, top1_acc: 0.6135, top5_acc: 0.8062, loss_cls: 1.7249, loss: 1.7249, grad_norm: 20.9389 2020-08-09 12:21:50,492 - mmaction - INFO - Epoch [6][200/2505] lr: 5.000e-04, eta: 2 days, 22:58:02, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6156, top5_acc: 0.8208, loss_cls: 1.6618, loss: 1.6618, grad_norm: 20.9399 2020-08-09 12:22:27,588 - mmaction - INFO - Epoch [6][220/2505] lr: 5.000e-04, eta: 2 days, 22:57:08, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.5896, top5_acc: 0.8031, loss_cls: 1.7238, loss: 1.7238, grad_norm: 20.4097 2020-08-09 12:23:04,824 - mmaction - INFO - Epoch [6][240/2505] lr: 5.000e-04, eta: 2 days, 22:56:16, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6146, top5_acc: 0.8068, loss_cls: 1.6824, loss: 1.6824, grad_norm: 21.0690 2020-08-09 12:23:42,139 - mmaction - INFO - Epoch [6][260/2505] lr: 5.000e-04, eta: 2 days, 22:55:25, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6214, top5_acc: 0.8167, loss_cls: 1.6620, loss: 1.6620, grad_norm: 21.5195 2020-08-09 12:24:19,378 - mmaction - INFO - Epoch [6][280/2505] lr: 5.000e-04, eta: 2 days, 22:54:33, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6141, top5_acc: 0.8161, loss_cls: 1.6574, loss: 1.6574, grad_norm: 20.7519 2020-08-09 12:24:56,615 - mmaction - INFO - Epoch [6][300/2505] lr: 5.000e-04, eta: 2 days, 22:53:41, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.5969, top5_acc: 0.8135, loss_cls: 1.7090, loss: 1.7090, grad_norm: 21.6574 2020-08-09 12:25:34,568 - mmaction - INFO - Epoch [6][320/2505] lr: 5.000e-04, eta: 2 days, 22:52:57, time: 1.898, data_time: 0.001, memory: 8521, top1_acc: 0.6146, top5_acc: 0.8151, loss_cls: 1.6542, loss: 1.6542, grad_norm: 21.3899 2020-08-09 12:26:11,837 - mmaction - INFO - Epoch [6][340/2505] lr: 5.000e-04, eta: 2 days, 22:52:05, time: 1.864, data_time: 0.003, memory: 8521, top1_acc: 0.6026, top5_acc: 0.8036, loss_cls: 1.7416, loss: 1.7416, grad_norm: 21.3208 2020-08-09 12:26:49,042 - mmaction - INFO - Epoch [6][360/2505] lr: 5.000e-04, eta: 2 days, 22:51:13, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6063, top5_acc: 0.8000, loss_cls: 1.7380, loss: 1.7380, grad_norm: 20.2631 2020-08-09 12:27:26,118 - mmaction - INFO - Epoch [6][380/2505] lr: 5.000e-04, eta: 2 days, 22:50:19, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.6214, top5_acc: 0.8250, loss_cls: 1.6090, loss: 1.6090, grad_norm: 20.7308 2020-08-09 12:28:03,255 - mmaction - INFO - Epoch [6][400/2505] lr: 5.000e-04, eta: 2 days, 22:49:27, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6047, top5_acc: 0.8141, loss_cls: 1.7123, loss: 1.7123, grad_norm: 20.8968 2020-08-09 12:28:41,869 - mmaction - INFO - Epoch [6][420/2505] lr: 5.000e-04, eta: 2 days, 22:48:49, time: 1.931, data_time: 0.001, memory: 8521, top1_acc: 0.6104, top5_acc: 0.8047, loss_cls: 1.7012, loss: 1.7012, grad_norm: 19.8972 2020-08-09 12:29:19,072 - mmaction - INFO - Epoch [6][440/2505] lr: 5.000e-04, eta: 2 days, 22:47:57, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6328, top5_acc: 0.8073, loss_cls: 1.6162, loss: 1.6162, grad_norm: 20.9887 2020-08-09 12:29:56,374 - mmaction - INFO - Epoch [6][460/2505] lr: 5.000e-04, eta: 2 days, 22:47:06, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6094, top5_acc: 0.8094, loss_cls: 1.6881, loss: 1.6881, grad_norm: 20.8490 2020-08-09 12:30:34,206 - mmaction - INFO - Epoch [6][480/2505] lr: 5.000e-04, eta: 2 days, 22:46:21, time: 1.892, data_time: 0.001, memory: 8521, top1_acc: 0.6203, top5_acc: 0.8156, loss_cls: 1.6437, loss: 1.6437, grad_norm: 20.6886 2020-08-09 12:31:11,507 - mmaction - INFO - Epoch [6][500/2505] lr: 5.000e-04, eta: 2 days, 22:45:30, time: 1.865, data_time: 0.003, memory: 8521, top1_acc: 0.5833, top5_acc: 0.8141, loss_cls: 1.6861, loss: 1.6861, grad_norm: 21.5364 2020-08-09 12:31:48,675 - mmaction - INFO - Epoch [6][520/2505] lr: 5.000e-04, eta: 2 days, 22:44:38, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6120, top5_acc: 0.8062, loss_cls: 1.7185, loss: 1.7185, grad_norm: 20.6509 2020-08-09 12:32:25,873 - mmaction - INFO - Epoch [6][540/2505] lr: 5.000e-04, eta: 2 days, 22:43:46, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.5995, top5_acc: 0.8198, loss_cls: 1.6943, loss: 1.6943, grad_norm: 21.5262 2020-08-09 12:33:03,902 - mmaction - INFO - Epoch [6][560/2505] lr: 5.000e-04, eta: 2 days, 22:43:02, time: 1.901, data_time: 0.001, memory: 8521, top1_acc: 0.6057, top5_acc: 0.8078, loss_cls: 1.6789, loss: 1.6789, grad_norm: 20.9395 2020-08-09 12:33:41,107 - mmaction - INFO - Epoch [6][580/2505] lr: 5.000e-04, eta: 2 days, 22:42:10, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6109, top5_acc: 0.8057, loss_cls: 1.6776, loss: 1.6776, grad_norm: 20.1433 2020-08-09 12:34:21,323 - mmaction - INFO - Epoch [6][600/2505] lr: 5.000e-04, eta: 2 days, 22:41:49, time: 2.011, data_time: 0.001, memory: 8521, top1_acc: 0.6036, top5_acc: 0.8073, loss_cls: 1.6936, loss: 1.6936, grad_norm: 20.8637 2020-08-09 12:34:58,504 - mmaction - INFO - Epoch [6][620/2505] lr: 5.000e-04, eta: 2 days, 22:40:57, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.5958, top5_acc: 0.8156, loss_cls: 1.7121, loss: 1.7121, grad_norm: 20.9027 2020-08-09 12:35:37,400 - mmaction - INFO - Epoch [6][640/2505] lr: 5.000e-04, eta: 2 days, 22:40:23, time: 1.945, data_time: 0.001, memory: 8521, top1_acc: 0.6130, top5_acc: 0.8130, loss_cls: 1.6882, loss: 1.6882, grad_norm: 21.5145 2020-08-09 12:36:14,653 - mmaction - INFO - Epoch [6][660/2505] lr: 5.000e-04, eta: 2 days, 22:39:31, time: 1.863, data_time: 0.003, memory: 8521, top1_acc: 0.6010, top5_acc: 0.8078, loss_cls: 1.7157, loss: 1.7157, grad_norm: 21.0616 2020-08-09 12:36:51,890 - mmaction - INFO - Epoch [6][680/2505] lr: 5.000e-04, eta: 2 days, 22:38:40, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6146, top5_acc: 0.8120, loss_cls: 1.6518, loss: 1.6518, grad_norm: 21.1159 2020-08-09 12:37:29,116 - mmaction - INFO - Epoch [6][700/2505] lr: 5.000e-04, eta: 2 days, 22:37:49, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6255, top5_acc: 0.8214, loss_cls: 1.6451, loss: 1.6451, grad_norm: 21.3747 2020-08-09 12:38:06,263 - mmaction - INFO - Epoch [6][720/2505] lr: 5.000e-04, eta: 2 days, 22:36:57, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6068, top5_acc: 0.7953, loss_cls: 1.7466, loss: 1.7466, grad_norm: 21.1143 2020-08-09 12:38:43,450 - mmaction - INFO - Epoch [6][740/2505] lr: 5.000e-04, eta: 2 days, 22:36:05, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6193, top5_acc: 0.8245, loss_cls: 1.6067, loss: 1.6067, grad_norm: 21.0088 2020-08-09 12:39:20,701 - mmaction - INFO - Epoch [6][760/2505] lr: 5.000e-04, eta: 2 days, 22:35:14, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6224, top5_acc: 0.8214, loss_cls: 1.6506, loss: 1.6506, grad_norm: 20.5324 2020-08-09 12:39:57,869 - mmaction - INFO - Epoch [6][780/2505] lr: 5.000e-04, eta: 2 days, 22:34:23, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6125, top5_acc: 0.8177, loss_cls: 1.7018, loss: 1.7018, grad_norm: 20.2702 2020-08-09 12:40:52,406 - mmaction - INFO - Epoch [6][800/2505] lr: 5.000e-04, eta: 2 days, 22:36:23, time: 2.727, data_time: 0.001, memory: 8521, top1_acc: 0.6083, top5_acc: 0.8057, loss_cls: 1.7096, loss: 1.7096, grad_norm: 21.2645 2020-08-09 12:41:30,727 - mmaction - INFO - Epoch [6][820/2505] lr: 5.000e-04, eta: 2 days, 22:35:42, time: 1.916, data_time: 0.003, memory: 8521, top1_acc: 0.6255, top5_acc: 0.8224, loss_cls: 1.6054, loss: 1.6054, grad_norm: 20.6047 2020-08-09 12:42:07,937 - mmaction - INFO - Epoch [6][840/2505] lr: 5.000e-04, eta: 2 days, 22:34:51, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6214, top5_acc: 0.8203, loss_cls: 1.6175, loss: 1.6175, grad_norm: 20.3417 2020-08-09 12:42:45,144 - mmaction - INFO - Epoch [6][860/2505] lr: 5.000e-04, eta: 2 days, 22:33:59, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6000, top5_acc: 0.8083, loss_cls: 1.6897, loss: 1.6897, grad_norm: 21.5926 2020-08-09 12:43:22,334 - mmaction - INFO - Epoch [6][880/2505] lr: 5.000e-04, eta: 2 days, 22:33:08, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.5865, top5_acc: 0.8120, loss_cls: 1.7157, loss: 1.7157, grad_norm: 21.4429 2020-08-09 12:43:59,518 - mmaction - INFO - Epoch [6][900/2505] lr: 5.000e-04, eta: 2 days, 22:32:16, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6000, top5_acc: 0.8094, loss_cls: 1.6803, loss: 1.6803, grad_norm: 20.3864 2020-08-09 12:44:36,798 - mmaction - INFO - Epoch [6][920/2505] lr: 5.000e-04, eta: 2 days, 22:31:25, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6057, top5_acc: 0.8135, loss_cls: 1.7099, loss: 1.7099, grad_norm: 20.5823 2020-08-09 12:45:14,340 - mmaction - INFO - Epoch [6][940/2505] lr: 5.000e-04, eta: 2 days, 22:30:38, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.5922, top5_acc: 0.7995, loss_cls: 1.7558, loss: 1.7558, grad_norm: 21.0249 2020-08-09 12:45:51,609 - mmaction - INFO - Epoch [6][960/2505] lr: 5.000e-04, eta: 2 days, 22:29:47, time: 1.863, data_time: 0.003, memory: 8521, top1_acc: 0.6073, top5_acc: 0.8036, loss_cls: 1.6999, loss: 1.6999, grad_norm: 21.0652 2020-08-09 12:46:28,785 - mmaction - INFO - Epoch [6][980/2505] lr: 5.000e-04, eta: 2 days, 22:28:55, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6109, top5_acc: 0.8083, loss_cls: 1.7099, loss: 1.7099, grad_norm: 21.4953 2020-08-09 12:47:06,022 - mmaction - INFO - Epoch [6][1000/2505] lr: 5.000e-04, eta: 2 days, 22:28:04, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6094, top5_acc: 0.8130, loss_cls: 1.6664, loss: 1.6664, grad_norm: 21.4468 2020-08-09 12:47:43,187 - mmaction - INFO - Epoch [6][1020/2505] lr: 5.000e-04, eta: 2 days, 22:27:13, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6156, top5_acc: 0.8135, loss_cls: 1.6666, loss: 1.6666, grad_norm: 21.2815 2020-08-09 12:48:21,990 - mmaction - INFO - Epoch [6][1040/2505] lr: 5.000e-04, eta: 2 days, 22:26:37, time: 1.940, data_time: 0.001, memory: 8521, top1_acc: 0.6078, top5_acc: 0.8068, loss_cls: 1.7110, loss: 1.7110, grad_norm: 21.0452 2020-08-09 12:48:59,271 - mmaction - INFO - Epoch [6][1060/2505] lr: 5.000e-04, eta: 2 days, 22:25:47, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6042, top5_acc: 0.8141, loss_cls: 1.6733, loss: 1.6733, grad_norm: 20.8990 2020-08-09 12:49:37,586 - mmaction - INFO - Epoch [6][1080/2505] lr: 5.000e-04, eta: 2 days, 22:25:07, time: 1.916, data_time: 0.001, memory: 8521, top1_acc: 0.6010, top5_acc: 0.8120, loss_cls: 1.6793, loss: 1.6793, grad_norm: 20.6390 2020-08-09 12:50:15,207 - mmaction - INFO - Epoch [6][1100/2505] lr: 5.000e-04, eta: 2 days, 22:24:20, time: 1.881, data_time: 0.001, memory: 8521, top1_acc: 0.6042, top5_acc: 0.8104, loss_cls: 1.7238, loss: 1.7238, grad_norm: 21.0291 2020-08-09 12:50:52,503 - mmaction - INFO - Epoch [6][1120/2505] lr: 5.000e-04, eta: 2 days, 22:23:29, time: 1.865, data_time: 0.002, memory: 8521, top1_acc: 0.6135, top5_acc: 0.8125, loss_cls: 1.6858, loss: 1.6858, grad_norm: 20.5744 2020-08-09 12:51:29,738 - mmaction - INFO - Epoch [6][1140/2505] lr: 5.000e-04, eta: 2 days, 22:22:39, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6167, top5_acc: 0.8089, loss_cls: 1.6556, loss: 1.6556, grad_norm: 20.5620 2020-08-09 12:52:06,973 - mmaction - INFO - Epoch [6][1160/2505] lr: 5.000e-04, eta: 2 days, 22:21:48, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6083, top5_acc: 0.8026, loss_cls: 1.6796, loss: 1.6796, grad_norm: 20.7708 2020-08-09 12:52:44,133 - mmaction - INFO - Epoch [6][1180/2505] lr: 5.000e-04, eta: 2 days, 22:20:57, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.5786, top5_acc: 0.7953, loss_cls: 1.8569, loss: 1.8569, grad_norm: 21.2988 2020-08-09 12:53:21,254 - mmaction - INFO - Epoch [6][1200/2505] lr: 5.000e-04, eta: 2 days, 22:20:05, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.6219, top5_acc: 0.8193, loss_cls: 1.5992, loss: 1.5992, grad_norm: 20.4708 2020-08-09 12:53:58,411 - mmaction - INFO - Epoch [6][1220/2505] lr: 5.000e-04, eta: 2 days, 22:19:14, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6193, top5_acc: 0.8089, loss_cls: 1.6550, loss: 1.6550, grad_norm: 20.8013 2020-08-09 12:54:35,553 - mmaction - INFO - Epoch [6][1240/2505] lr: 5.000e-04, eta: 2 days, 22:18:23, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6021, top5_acc: 0.8172, loss_cls: 1.6839, loss: 1.6839, grad_norm: 21.9677 2020-08-09 12:55:12,850 - mmaction - INFO - Epoch [6][1260/2505] lr: 5.000e-04, eta: 2 days, 22:17:33, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6245, top5_acc: 0.8167, loss_cls: 1.6336, loss: 1.6336, grad_norm: 20.6713 2020-08-09 12:55:51,782 - mmaction - INFO - Epoch [6][1280/2505] lr: 5.000e-04, eta: 2 days, 22:16:59, time: 1.947, data_time: 0.005, memory: 8521, top1_acc: 0.6052, top5_acc: 0.8203, loss_cls: 1.6542, loss: 1.6542, grad_norm: 21.0831 2020-08-09 12:56:28,819 - mmaction - INFO - Epoch [6][1300/2505] lr: 5.000e-04, eta: 2 days, 22:16:06, time: 1.852, data_time: 0.001, memory: 8521, top1_acc: 0.6250, top5_acc: 0.8161, loss_cls: 1.6027, loss: 1.6027, grad_norm: 21.3123 2020-08-09 12:57:06,008 - mmaction - INFO - Epoch [6][1320/2505] lr: 5.000e-04, eta: 2 days, 22:15:15, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6214, top5_acc: 0.8271, loss_cls: 1.6044, loss: 1.6044, grad_norm: 21.4365 2020-08-09 12:57:43,132 - mmaction - INFO - Epoch [6][1340/2505] lr: 5.000e-04, eta: 2 days, 22:14:24, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.6115, top5_acc: 0.8156, loss_cls: 1.6609, loss: 1.6609, grad_norm: 21.1870 2020-08-09 12:58:20,368 - mmaction - INFO - Epoch [6][1360/2505] lr: 5.000e-04, eta: 2 days, 22:13:34, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.5948, top5_acc: 0.8245, loss_cls: 1.6361, loss: 1.6361, grad_norm: 21.3762 2020-08-09 12:58:57,576 - mmaction - INFO - Epoch [6][1380/2505] lr: 5.000e-04, eta: 2 days, 22:12:43, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6016, top5_acc: 0.8031, loss_cls: 1.7433, loss: 1.7433, grad_norm: 20.8925 2020-08-09 12:59:34,766 - mmaction - INFO - Epoch [6][1400/2505] lr: 5.000e-04, eta: 2 days, 22:11:53, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6219, top5_acc: 0.8172, loss_cls: 1.6531, loss: 1.6531, grad_norm: 19.9129 2020-08-09 13:00:13,690 - mmaction - INFO - Epoch [6][1420/2505] lr: 5.000e-04, eta: 2 days, 22:11:18, time: 1.945, data_time: 0.001, memory: 8521, top1_acc: 0.6271, top5_acc: 0.8234, loss_cls: 1.6196, loss: 1.6196, grad_norm: 20.6348 2020-08-09 13:00:51,142 - mmaction - INFO - Epoch [6][1440/2505] lr: 5.000e-04, eta: 2 days, 22:10:30, time: 1.874, data_time: 0.010, memory: 8521, top1_acc: 0.6188, top5_acc: 0.8109, loss_cls: 1.6395, loss: 1.6395, grad_norm: 21.1409 2020-08-09 13:01:28,486 - mmaction - INFO - Epoch [6][1460/2505] lr: 5.000e-04, eta: 2 days, 22:09:41, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.5880, top5_acc: 0.7969, loss_cls: 1.7454, loss: 1.7454, grad_norm: 21.3844 2020-08-09 13:02:05,700 - mmaction - INFO - Epoch [6][1480/2505] lr: 5.000e-04, eta: 2 days, 22:08:51, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.5969, top5_acc: 0.7964, loss_cls: 1.7433, loss: 1.7433, grad_norm: 21.2362 2020-08-09 13:02:42,877 - mmaction - INFO - Epoch [6][1500/2505] lr: 5.000e-04, eta: 2 days, 22:08:00, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6286, top5_acc: 0.8161, loss_cls: 1.6206, loss: 1.6206, grad_norm: 21.7246 2020-08-09 13:03:20,113 - mmaction - INFO - Epoch [6][1520/2505] lr: 5.000e-04, eta: 2 days, 22:07:10, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6214, top5_acc: 0.8286, loss_cls: 1.6036, loss: 1.6036, grad_norm: 21.2007 2020-08-09 13:03:57,263 - mmaction - INFO - Epoch [6][1540/2505] lr: 5.000e-04, eta: 2 days, 22:06:20, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6052, top5_acc: 0.8010, loss_cls: 1.7599, loss: 1.7599, grad_norm: 21.3299 2020-08-09 13:04:34,389 - mmaction - INFO - Epoch [6][1560/2505] lr: 5.000e-04, eta: 2 days, 22:05:29, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.5964, top5_acc: 0.7964, loss_cls: 1.7387, loss: 1.7387, grad_norm: 20.3093 2020-08-09 13:05:12,312 - mmaction - INFO - Epoch [6][1580/2505] lr: 5.000e-04, eta: 2 days, 22:04:45, time: 1.896, data_time: 0.001, memory: 8521, top1_acc: 0.5943, top5_acc: 0.8073, loss_cls: 1.7146, loss: 1.7146, grad_norm: 21.3091 2020-08-09 13:05:49,494 - mmaction - INFO - Epoch [6][1600/2505] lr: 5.000e-04, eta: 2 days, 22:03:55, time: 1.859, data_time: 0.003, memory: 8521, top1_acc: 0.6141, top5_acc: 0.8115, loss_cls: 1.6759, loss: 1.6759, grad_norm: 21.8155 2020-08-09 13:06:26,628 - mmaction - INFO - Epoch [6][1620/2505] lr: 5.000e-04, eta: 2 days, 22:03:04, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6052, top5_acc: 0.8120, loss_cls: 1.6993, loss: 1.6993, grad_norm: 20.9191 2020-08-09 13:07:03,859 - mmaction - INFO - Epoch [6][1640/2505] lr: 5.000e-04, eta: 2 days, 22:02:14, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6281, top5_acc: 0.8286, loss_cls: 1.5933, loss: 1.5933, grad_norm: 21.1057 2020-08-09 13:07:43,329 - mmaction - INFO - Epoch [6][1660/2505] lr: 5.000e-04, eta: 2 days, 22:01:45, time: 1.974, data_time: 0.001, memory: 8521, top1_acc: 0.6146, top5_acc: 0.8042, loss_cls: 1.7142, loss: 1.7142, grad_norm: 20.8630 2020-08-09 13:08:20,562 - mmaction - INFO - Epoch [6][1680/2505] lr: 5.000e-04, eta: 2 days, 22:00:55, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.5984, top5_acc: 0.7865, loss_cls: 1.7666, loss: 1.7666, grad_norm: 20.8274 2020-08-09 13:08:57,765 - mmaction - INFO - Epoch [6][1700/2505] lr: 5.000e-04, eta: 2 days, 22:00:05, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6099, top5_acc: 0.8031, loss_cls: 1.6822, loss: 1.6822, grad_norm: 21.2085 2020-08-09 13:09:35,816 - mmaction - INFO - Epoch [6][1720/2505] lr: 5.000e-04, eta: 2 days, 21:59:23, time: 1.903, data_time: 0.001, memory: 8521, top1_acc: 0.6021, top5_acc: 0.8000, loss_cls: 1.7048, loss: 1.7048, grad_norm: 20.4888 2020-08-09 13:10:13,110 - mmaction - INFO - Epoch [6][1740/2505] lr: 5.000e-04, eta: 2 days, 21:58:34, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6120, top5_acc: 0.8010, loss_cls: 1.7061, loss: 1.7061, grad_norm: 20.5145 2020-08-09 13:10:50,343 - mmaction - INFO - Epoch [6][1760/2505] lr: 5.000e-04, eta: 2 days, 21:57:44, time: 1.861, data_time: 0.003, memory: 8521, top1_acc: 0.5969, top5_acc: 0.8125, loss_cls: 1.7217, loss: 1.7217, grad_norm: 21.0213 2020-08-09 13:11:28,642 - mmaction - INFO - Epoch [6][1780/2505] lr: 5.000e-04, eta: 2 days, 21:57:05, time: 1.915, data_time: 0.001, memory: 8521, top1_acc: 0.6036, top5_acc: 0.8063, loss_cls: 1.6733, loss: 1.6733, grad_norm: 19.9131 2020-08-09 13:12:05,808 - mmaction - INFO - Epoch [6][1800/2505] lr: 5.000e-04, eta: 2 days, 21:56:14, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.5969, top5_acc: 0.8052, loss_cls: 1.6833, loss: 1.6833, grad_norm: 20.4269 2020-08-09 13:12:43,054 - mmaction - INFO - Epoch [6][1820/2505] lr: 5.000e-04, eta: 2 days, 21:55:25, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6313, top5_acc: 0.8370, loss_cls: 1.5444, loss: 1.5444, grad_norm: 20.3684 2020-08-09 13:13:21,007 - mmaction - INFO - Epoch [6][1840/2505] lr: 5.000e-04, eta: 2 days, 21:54:42, time: 1.898, data_time: 0.001, memory: 8521, top1_acc: 0.6276, top5_acc: 0.8276, loss_cls: 1.5796, loss: 1.5796, grad_norm: 20.1823 2020-08-09 13:13:58,231 - mmaction - INFO - Epoch [6][1860/2505] lr: 5.000e-04, eta: 2 days, 21:53:53, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6005, top5_acc: 0.8005, loss_cls: 1.7322, loss: 1.7322, grad_norm: 20.9674 2020-08-09 13:14:35,427 - mmaction - INFO - Epoch [6][1880/2505] lr: 5.000e-04, eta: 2 days, 21:53:03, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6052, top5_acc: 0.8109, loss_cls: 1.6931, loss: 1.6931, grad_norm: 20.7345 2020-08-09 13:15:12,546 - mmaction - INFO - Epoch [6][1900/2505] lr: 5.000e-04, eta: 2 days, 21:52:12, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.6281, top5_acc: 0.8042, loss_cls: 1.6973, loss: 1.6973, grad_norm: 20.9334 2020-08-09 13:16:07,501 - mmaction - INFO - Epoch [6][1920/2505] lr: 5.000e-04, eta: 2 days, 21:54:03, time: 2.748, data_time: 0.004, memory: 8521, top1_acc: 0.6094, top5_acc: 0.8042, loss_cls: 1.6794, loss: 1.6794, grad_norm: 20.7773 2020-08-09 13:16:46,646 - mmaction - INFO - Epoch [6][1940/2505] lr: 5.000e-04, eta: 2 days, 21:53:31, time: 1.957, data_time: 0.099, memory: 8521, top1_acc: 0.6005, top5_acc: 0.8120, loss_cls: 1.6808, loss: 1.6808, grad_norm: 20.5626 2020-08-09 13:17:24,036 - mmaction - INFO - Epoch [6][1960/2505] lr: 5.000e-04, eta: 2 days, 21:52:43, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6286, top5_acc: 0.8266, loss_cls: 1.6305, loss: 1.6305, grad_norm: 21.1397 2020-08-09 13:18:01,331 - mmaction - INFO - Epoch [6][1980/2505] lr: 5.000e-04, eta: 2 days, 21:51:54, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.5990, top5_acc: 0.8031, loss_cls: 1.7196, loss: 1.7196, grad_norm: 20.4635 2020-08-09 13:18:38,553 - mmaction - INFO - Epoch [6][2000/2505] lr: 5.000e-04, eta: 2 days, 21:51:04, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6026, top5_acc: 0.8062, loss_cls: 1.7318, loss: 1.7318, grad_norm: 21.4863 2020-08-09 13:19:15,897 - mmaction - INFO - Epoch [6][2020/2505] lr: 5.000e-04, eta: 2 days, 21:50:16, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.5896, top5_acc: 0.8005, loss_cls: 1.7457, loss: 1.7457, grad_norm: 20.5585 2020-08-09 13:19:53,138 - mmaction - INFO - Epoch [6][2040/2505] lr: 5.000e-04, eta: 2 days, 21:49:26, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6052, top5_acc: 0.8000, loss_cls: 1.7136, loss: 1.7136, grad_norm: 21.2705 2020-08-09 13:20:30,315 - mmaction - INFO - Epoch [6][2060/2505] lr: 5.000e-04, eta: 2 days, 21:48:36, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6115, top5_acc: 0.8187, loss_cls: 1.6246, loss: 1.6246, grad_norm: 20.8426 2020-08-09 13:21:07,516 - mmaction - INFO - Epoch [6][2080/2505] lr: 5.000e-04, eta: 2 days, 21:47:47, time: 1.860, data_time: 0.003, memory: 8521, top1_acc: 0.6089, top5_acc: 0.8104, loss_cls: 1.6924, loss: 1.6924, grad_norm: 19.8055 2020-08-09 13:21:44,726 - mmaction - INFO - Epoch [6][2100/2505] lr: 5.000e-04, eta: 2 days, 21:46:57, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6109, top5_acc: 0.8115, loss_cls: 1.6509, loss: 1.6509, grad_norm: 20.6291 2020-08-09 13:22:21,873 - mmaction - INFO - Epoch [6][2120/2505] lr: 5.000e-04, eta: 2 days, 21:46:07, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6057, top5_acc: 0.8016, loss_cls: 1.7058, loss: 1.7058, grad_norm: 20.3770 2020-08-09 13:22:59,106 - mmaction - INFO - Epoch [6][2140/2505] lr: 5.000e-04, eta: 2 days, 21:45:18, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6234, top5_acc: 0.8177, loss_cls: 1.6198, loss: 1.6198, grad_norm: 20.3530 2020-08-09 13:23:36,543 - mmaction - INFO - Epoch [6][2160/2505] lr: 5.000e-04, eta: 2 days, 21:44:30, time: 1.872, data_time: 0.002, memory: 8521, top1_acc: 0.6120, top5_acc: 0.8109, loss_cls: 1.6981, loss: 1.6981, grad_norm: 20.7741 2020-08-09 13:24:13,773 - mmaction - INFO - Epoch [6][2180/2505] lr: 5.000e-04, eta: 2 days, 21:43:41, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6130, top5_acc: 0.8240, loss_cls: 1.6476, loss: 1.6476, grad_norm: 20.7657 2020-08-09 13:24:51,027 - mmaction - INFO - Epoch [6][2200/2505] lr: 5.000e-04, eta: 2 days, 21:42:52, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6115, top5_acc: 0.8125, loss_cls: 1.6555, loss: 1.6555, grad_norm: 20.9598 2020-08-09 13:25:28,378 - mmaction - INFO - Epoch [6][2220/2505] lr: 5.000e-04, eta: 2 days, 21:42:04, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.5875, top5_acc: 0.8026, loss_cls: 1.7786, loss: 1.7786, grad_norm: 20.7153 2020-08-09 13:26:05,594 - mmaction - INFO - Epoch [6][2240/2505] lr: 5.000e-04, eta: 2 days, 21:41:15, time: 1.861, data_time: 0.002, memory: 8521, top1_acc: 0.6125, top5_acc: 0.8255, loss_cls: 1.6269, loss: 1.6269, grad_norm: 21.0473 2020-08-09 13:26:42,805 - mmaction - INFO - Epoch [6][2260/2505] lr: 5.000e-04, eta: 2 days, 21:40:25, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.5865, top5_acc: 0.8031, loss_cls: 1.7515, loss: 1.7515, grad_norm: 20.7428 2020-08-09 13:27:19,975 - mmaction - INFO - Epoch [6][2280/2505] lr: 5.000e-04, eta: 2 days, 21:39:36, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6130, top5_acc: 0.8130, loss_cls: 1.6330, loss: 1.6330, grad_norm: 20.7323 2020-08-09 13:27:57,164 - mmaction - INFO - Epoch [6][2300/2505] lr: 5.000e-04, eta: 2 days, 21:38:46, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6229, top5_acc: 0.8130, loss_cls: 1.6382, loss: 1.6382, grad_norm: 20.1004 2020-08-09 13:28:34,431 - mmaction - INFO - Epoch [6][2320/2505] lr: 5.000e-04, eta: 2 days, 21:37:58, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6224, top5_acc: 0.8135, loss_cls: 1.6123, loss: 1.6123, grad_norm: 19.8108 2020-08-09 13:29:11,548 - mmaction - INFO - Epoch [6][2340/2505] lr: 5.000e-04, eta: 2 days, 21:37:08, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.6328, top5_acc: 0.8260, loss_cls: 1.5789, loss: 1.5789, grad_norm: 19.7660 2020-08-09 13:29:48,713 - mmaction - INFO - Epoch [6][2360/2505] lr: 5.000e-04, eta: 2 days, 21:36:18, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6135, top5_acc: 0.8177, loss_cls: 1.6571, loss: 1.6571, grad_norm: 21.2566 2020-08-09 13:30:26,358 - mmaction - INFO - Epoch [6][2380/2505] lr: 5.000e-04, eta: 2 days, 21:35:33, time: 1.882, data_time: 0.001, memory: 8521, top1_acc: 0.6057, top5_acc: 0.8083, loss_cls: 1.7261, loss: 1.7261, grad_norm: 20.2995 2020-08-09 13:31:03,630 - mmaction - INFO - Epoch [6][2400/2505] lr: 5.000e-04, eta: 2 days, 21:34:44, time: 1.864, data_time: 0.003, memory: 8521, top1_acc: 0.6130, top5_acc: 0.8078, loss_cls: 1.6781, loss: 1.6781, grad_norm: 20.3010 2020-08-09 13:31:40,942 - mmaction - INFO - Epoch [6][2420/2505] lr: 5.000e-04, eta: 2 days, 21:33:56, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.5979, top5_acc: 0.8047, loss_cls: 1.7585, loss: 1.7585, grad_norm: 20.1073 2020-08-09 13:32:18,218 - mmaction - INFO - Epoch [6][2440/2505] lr: 5.000e-04, eta: 2 days, 21:33:07, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.5979, top5_acc: 0.8073, loss_cls: 1.7116, loss: 1.7116, grad_norm: 20.5977 2020-08-09 13:32:55,525 - mmaction - INFO - Epoch [6][2460/2505] lr: 5.000e-04, eta: 2 days, 21:32:19, time: 1.866, data_time: 0.002, memory: 8521, top1_acc: 0.5932, top5_acc: 0.7990, loss_cls: 1.7275, loss: 1.7275, grad_norm: 20.5571 2020-08-09 13:33:32,898 - mmaction - INFO - Epoch [6][2480/2505] lr: 5.000e-04, eta: 2 days, 21:31:32, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6010, top5_acc: 0.8057, loss_cls: 1.6964, loss: 1.6964, grad_norm: 20.8271 2020-08-09 13:34:11,788 - mmaction - INFO - Epoch [6][2500/2505] lr: 5.000e-04, eta: 2 days, 21:30:58, time: 1.944, data_time: 0.087, memory: 8521, top1_acc: 0.6068, top5_acc: 0.8005, loss_cls: 1.7187, loss: 1.7187, grad_norm: 20.0328 2020-08-09 13:34:27,480 - mmaction - INFO - Saving checkpoint at 6 epochs 2020-08-09 13:35:59,007 - mmaction - INFO - Epoch [7][20/2505] lr: 5.000e-04, eta: 2 days, 21:36:11, time: 4.489, data_time: 2.368, memory: 8521, top1_acc: 0.6193, top5_acc: 0.8130, loss_cls: 1.6370, loss: 1.6370, grad_norm: 20.2436 2020-08-09 13:36:36,572 - mmaction - INFO - Epoch [7][40/2505] lr: 5.000e-04, eta: 2 days, 21:35:24, time: 1.878, data_time: 0.009, memory: 8521, top1_acc: 0.6130, top5_acc: 0.8234, loss_cls: 1.6297, loss: 1.6297, grad_norm: 20.4150 2020-08-09 13:37:14,899 - mmaction - INFO - Epoch [7][60/2505] lr: 5.000e-04, eta: 2 days, 21:34:45, time: 1.916, data_time: 0.001, memory: 8521, top1_acc: 0.6234, top5_acc: 0.8115, loss_cls: 1.6653, loss: 1.6653, grad_norm: 21.0883 2020-08-09 13:37:52,132 - mmaction - INFO - Epoch [7][80/2505] lr: 5.000e-04, eta: 2 days, 21:33:55, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6120, top5_acc: 0.8135, loss_cls: 1.6492, loss: 1.6492, grad_norm: 20.3964 2020-08-09 13:38:30,920 - mmaction - INFO - Epoch [7][100/2505] lr: 5.000e-04, eta: 2 days, 21:33:20, time: 1.939, data_time: 0.001, memory: 8521, top1_acc: 0.6234, top5_acc: 0.8214, loss_cls: 1.6082, loss: 1.6082, grad_norm: 20.3596 2020-08-09 13:39:08,188 - mmaction - INFO - Epoch [7][120/2505] lr: 5.000e-04, eta: 2 days, 21:32:31, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6130, top5_acc: 0.8104, loss_cls: 1.6455, loss: 1.6455, grad_norm: 20.2212 2020-08-09 13:39:45,521 - mmaction - INFO - Epoch [7][140/2505] lr: 5.000e-04, eta: 2 days, 21:31:43, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6396, top5_acc: 0.8219, loss_cls: 1.5754, loss: 1.5754, grad_norm: 21.1225 2020-08-09 13:40:23,374 - mmaction - INFO - Epoch [7][160/2505] lr: 5.000e-04, eta: 2 days, 21:30:59, time: 1.892, data_time: 0.001, memory: 8521, top1_acc: 0.6016, top5_acc: 0.8010, loss_cls: 1.6944, loss: 1.6944, grad_norm: 21.1537 2020-08-09 13:41:00,690 - mmaction - INFO - Epoch [7][180/2505] lr: 5.000e-04, eta: 2 days, 21:30:10, time: 1.866, data_time: 0.006, memory: 8521, top1_acc: 0.6354, top5_acc: 0.8297, loss_cls: 1.5745, loss: 1.5745, grad_norm: 20.2146 2020-08-09 13:41:37,922 - mmaction - INFO - Epoch [7][200/2505] lr: 5.000e-04, eta: 2 days, 21:29:21, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6281, top5_acc: 0.8063, loss_cls: 1.6297, loss: 1.6297, grad_norm: 19.7106 2020-08-09 13:42:32,638 - mmaction - INFO - Epoch [7][220/2505] lr: 5.000e-04, eta: 2 days, 21:31:01, time: 2.736, data_time: 0.001, memory: 8521, top1_acc: 0.5964, top5_acc: 0.8172, loss_cls: 1.7194, loss: 1.7194, grad_norm: 21.0685 2020-08-09 13:43:09,763 - mmaction - INFO - Epoch [7][240/2505] lr: 5.000e-04, eta: 2 days, 21:30:11, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.6120, top5_acc: 0.8234, loss_cls: 1.6439, loss: 1.6439, grad_norm: 21.3809 2020-08-09 13:43:46,892 - mmaction - INFO - Epoch [7][260/2505] lr: 5.000e-04, eta: 2 days, 21:29:21, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.6031, top5_acc: 0.8062, loss_cls: 1.6825, loss: 1.6825, grad_norm: 20.6023 2020-08-09 13:44:24,053 - mmaction - INFO - Epoch [7][280/2505] lr: 5.000e-04, eta: 2 days, 21:28:32, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6120, top5_acc: 0.7995, loss_cls: 1.6837, loss: 1.6837, grad_norm: 20.5015 2020-08-09 13:45:01,216 - mmaction - INFO - Epoch [7][300/2505] lr: 5.000e-04, eta: 2 days, 21:27:42, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6120, top5_acc: 0.8109, loss_cls: 1.6402, loss: 1.6402, grad_norm: 20.6832 2020-08-09 13:45:38,321 - mmaction - INFO - Epoch [7][320/2505] lr: 5.000e-04, eta: 2 days, 21:26:52, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.6333, top5_acc: 0.8266, loss_cls: 1.5688, loss: 1.5688, grad_norm: 21.3308 2020-08-09 13:46:15,390 - mmaction - INFO - Epoch [7][340/2505] lr: 5.000e-04, eta: 2 days, 21:26:01, time: 1.853, data_time: 0.003, memory: 8521, top1_acc: 0.6167, top5_acc: 0.8302, loss_cls: 1.6334, loss: 1.6334, grad_norm: 21.0705 2020-08-09 13:46:53,795 - mmaction - INFO - Epoch [7][360/2505] lr: 5.000e-04, eta: 2 days, 21:25:22, time: 1.920, data_time: 0.001, memory: 8521, top1_acc: 0.6182, top5_acc: 0.8151, loss_cls: 1.6378, loss: 1.6378, grad_norm: 20.5073 2020-08-09 13:48:20,349 - mmaction - INFO - Epoch [7][380/2505] lr: 5.000e-04, eta: 2 days, 21:31:29, time: 4.328, data_time: 0.001, memory: 8521, top1_acc: 0.6125, top5_acc: 0.8010, loss_cls: 1.6782, loss: 1.6782, grad_norm: 20.5446 2020-08-09 13:48:57,418 - mmaction - INFO - Epoch [7][400/2505] lr: 5.000e-04, eta: 2 days, 21:30:38, time: 1.853, data_time: 0.001, memory: 8521, top1_acc: 0.6078, top5_acc: 0.8099, loss_cls: 1.6493, loss: 1.6493, grad_norm: 20.8527 2020-08-09 13:49:34,566 - mmaction - INFO - Epoch [7][420/2505] lr: 5.000e-04, eta: 2 days, 21:29:48, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6115, top5_acc: 0.8198, loss_cls: 1.6320, loss: 1.6320, grad_norm: 20.9099 2020-08-09 13:50:11,744 - mmaction - INFO - Epoch [7][440/2505] lr: 5.000e-04, eta: 2 days, 21:28:58, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.5958, top5_acc: 0.7964, loss_cls: 1.7568, loss: 1.7568, grad_norm: 20.3398 2020-08-09 13:50:48,948 - mmaction - INFO - Epoch [7][460/2505] lr: 5.000e-04, eta: 2 days, 21:28:08, time: 1.860, data_time: 0.003, memory: 8521, top1_acc: 0.6042, top5_acc: 0.8042, loss_cls: 1.7074, loss: 1.7074, grad_norm: 20.7454 2020-08-09 13:51:26,046 - mmaction - INFO - Epoch [7][480/2505] lr: 5.000e-04, eta: 2 days, 21:27:18, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.6234, top5_acc: 0.8281, loss_cls: 1.5859, loss: 1.5859, grad_norm: 21.8184 2020-08-09 13:52:03,189 - mmaction - INFO - Epoch [7][500/2505] lr: 5.000e-04, eta: 2 days, 21:26:27, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6245, top5_acc: 0.8224, loss_cls: 1.5970, loss: 1.5970, grad_norm: 20.1820 2020-08-09 13:52:40,493 - mmaction - INFO - Epoch [7][520/2505] lr: 5.000e-04, eta: 2 days, 21:25:39, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6089, top5_acc: 0.8188, loss_cls: 1.6609, loss: 1.6609, grad_norm: 21.0928 2020-08-09 13:53:17,819 - mmaction - INFO - Epoch [7][540/2505] lr: 5.000e-04, eta: 2 days, 21:24:50, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.5927, top5_acc: 0.8068, loss_cls: 1.7412, loss: 1.7412, grad_norm: 20.5063 2020-08-09 13:53:55,075 - mmaction - INFO - Epoch [7][560/2505] lr: 5.000e-04, eta: 2 days, 21:24:01, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6260, top5_acc: 0.8177, loss_cls: 1.6147, loss: 1.6147, grad_norm: 20.2377 2020-08-09 13:54:33,448 - mmaction - INFO - Epoch [7][580/2505] lr: 5.000e-04, eta: 2 days, 21:23:21, time: 1.918, data_time: 0.001, memory: 8521, top1_acc: 0.6156, top5_acc: 0.8156, loss_cls: 1.6406, loss: 1.6406, grad_norm: 20.5152 2020-08-09 13:55:11,012 - mmaction - INFO - Epoch [7][600/2505] lr: 5.000e-04, eta: 2 days, 21:22:35, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.6240, top5_acc: 0.8203, loss_cls: 1.5612, loss: 1.5612, grad_norm: 20.3558 2020-08-09 13:55:48,233 - mmaction - INFO - Epoch [7][620/2505] lr: 5.000e-04, eta: 2 days, 21:21:45, time: 1.861, data_time: 0.002, memory: 8521, top1_acc: 0.6177, top5_acc: 0.7969, loss_cls: 1.6808, loss: 1.6808, grad_norm: 19.8220 2020-08-09 13:56:25,392 - mmaction - INFO - Epoch [7][640/2505] lr: 5.000e-04, eta: 2 days, 21:20:56, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6297, top5_acc: 0.8156, loss_cls: 1.6084, loss: 1.6084, grad_norm: 19.6958 2020-08-09 13:57:02,612 - mmaction - INFO - Epoch [7][660/2505] lr: 5.000e-04, eta: 2 days, 21:20:06, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6151, top5_acc: 0.8271, loss_cls: 1.6587, loss: 1.6587, grad_norm: 20.7245 2020-08-09 13:57:39,925 - mmaction - INFO - Epoch [7][680/2505] lr: 5.000e-04, eta: 2 days, 21:19:18, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6026, top5_acc: 0.8203, loss_cls: 1.6741, loss: 1.6741, grad_norm: 21.8148 2020-08-09 13:58:17,149 - mmaction - INFO - Epoch [7][700/2505] lr: 5.000e-04, eta: 2 days, 21:18:29, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6047, top5_acc: 0.8047, loss_cls: 1.7131, loss: 1.7131, grad_norm: 20.7682 2020-08-09 13:58:54,383 - mmaction - INFO - Epoch [7][720/2505] lr: 5.000e-04, eta: 2 days, 21:17:40, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6245, top5_acc: 0.8260, loss_cls: 1.5946, loss: 1.5946, grad_norm: 20.4225 2020-08-09 13:59:33,206 - mmaction - INFO - Epoch [7][740/2505] lr: 5.000e-04, eta: 2 days, 21:17:04, time: 1.941, data_time: 0.001, memory: 8521, top1_acc: 0.6109, top5_acc: 0.7943, loss_cls: 1.7222, loss: 1.7222, grad_norm: 19.6004 2020-08-09 14:00:11,927 - mmaction - INFO - Epoch [7][760/2505] lr: 5.000e-04, eta: 2 days, 21:16:27, time: 1.936, data_time: 0.001, memory: 8521, top1_acc: 0.6323, top5_acc: 0.8276, loss_cls: 1.5763, loss: 1.5763, grad_norm: 20.5941 2020-08-09 14:00:49,175 - mmaction - INFO - Epoch [7][780/2505] lr: 5.000e-04, eta: 2 days, 21:15:38, time: 1.863, data_time: 0.008, memory: 8521, top1_acc: 0.6141, top5_acc: 0.8125, loss_cls: 1.6245, loss: 1.6245, grad_norm: 21.0595 2020-08-09 14:01:26,377 - mmaction - INFO - Epoch [7][800/2505] lr: 5.000e-04, eta: 2 days, 21:14:49, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6349, top5_acc: 0.8292, loss_cls: 1.5346, loss: 1.5346, grad_norm: 20.1272 2020-08-09 14:02:03,530 - mmaction - INFO - Epoch [7][820/2505] lr: 5.000e-04, eta: 2 days, 21:13:59, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.5896, top5_acc: 0.7937, loss_cls: 1.7691, loss: 1.7691, grad_norm: 21.0658 2020-08-09 14:02:40,695 - mmaction - INFO - Epoch [7][840/2505] lr: 5.000e-04, eta: 2 days, 21:13:09, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6099, top5_acc: 0.8104, loss_cls: 1.6431, loss: 1.6431, grad_norm: 20.4780 2020-08-09 14:03:17,876 - mmaction - INFO - Epoch [7][860/2505] lr: 5.000e-04, eta: 2 days, 21:12:20, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6250, top5_acc: 0.8104, loss_cls: 1.6220, loss: 1.6220, grad_norm: 21.2067 2020-08-09 14:03:55,049 - mmaction - INFO - Epoch [7][880/2505] lr: 5.000e-04, eta: 2 days, 21:11:31, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.5995, top5_acc: 0.7958, loss_cls: 1.6942, loss: 1.6942, grad_norm: 20.3061 2020-08-09 14:04:32,203 - mmaction - INFO - Epoch [7][900/2505] lr: 5.000e-04, eta: 2 days, 21:10:41, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6354, top5_acc: 0.8224, loss_cls: 1.6059, loss: 1.6059, grad_norm: 20.8365 2020-08-09 14:05:10,191 - mmaction - INFO - Epoch [7][920/2505] lr: 5.000e-04, eta: 2 days, 21:09:59, time: 1.899, data_time: 0.001, memory: 8521, top1_acc: 0.6078, top5_acc: 0.8109, loss_cls: 1.6908, loss: 1.6908, grad_norm: 21.2454 2020-08-09 14:05:47,335 - mmaction - INFO - Epoch [7][940/2505] lr: 5.000e-04, eta: 2 days, 21:09:09, time: 1.858, data_time: 0.002, memory: 8521, top1_acc: 0.6370, top5_acc: 0.8276, loss_cls: 1.5798, loss: 1.5798, grad_norm: 20.7005 2020-08-09 14:06:24,545 - mmaction - INFO - Epoch [7][960/2505] lr: 5.000e-04, eta: 2 days, 21:08:20, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6000, top5_acc: 0.8172, loss_cls: 1.6629, loss: 1.6629, grad_norm: 20.0836 2020-08-09 14:07:01,755 - mmaction - INFO - Epoch [7][980/2505] lr: 5.000e-04, eta: 2 days, 21:07:31, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6234, top5_acc: 0.8115, loss_cls: 1.6484, loss: 1.6484, grad_norm: 20.6203 2020-08-09 14:07:38,939 - mmaction - INFO - Epoch [7][1000/2505] lr: 5.000e-04, eta: 2 days, 21:06:42, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6328, top5_acc: 0.8229, loss_cls: 1.6015, loss: 1.6015, grad_norm: 20.4194 2020-08-09 14:08:16,236 - mmaction - INFO - Epoch [7][1020/2505] lr: 5.000e-04, eta: 2 days, 21:05:54, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6063, top5_acc: 0.8172, loss_cls: 1.6629, loss: 1.6629, grad_norm: 20.2138 2020-08-09 14:08:53,407 - mmaction - INFO - Epoch [7][1040/2505] lr: 5.000e-04, eta: 2 days, 21:05:05, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.5917, top5_acc: 0.8089, loss_cls: 1.7301, loss: 1.7301, grad_norm: 20.3634 2020-08-09 14:09:30,591 - mmaction - INFO - Epoch [7][1060/2505] lr: 5.000e-04, eta: 2 days, 21:04:16, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6245, top5_acc: 0.8130, loss_cls: 1.6052, loss: 1.6052, grad_norm: 20.0093 2020-08-09 14:10:07,812 - mmaction - INFO - Epoch [7][1080/2505] lr: 5.000e-04, eta: 2 days, 21:03:27, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6203, top5_acc: 0.8312, loss_cls: 1.5971, loss: 1.5971, grad_norm: 21.6489 2020-08-09 14:10:44,981 - mmaction - INFO - Epoch [7][1100/2505] lr: 5.000e-04, eta: 2 days, 21:02:38, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6120, top5_acc: 0.8203, loss_cls: 1.6422, loss: 1.6422, grad_norm: 20.0132 2020-08-09 14:11:22,131 - mmaction - INFO - Epoch [7][1120/2505] lr: 5.000e-04, eta: 2 days, 21:01:49, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6313, top5_acc: 0.8167, loss_cls: 1.6281, loss: 1.6281, grad_norm: 20.3327 2020-08-09 14:11:59,434 - mmaction - INFO - Epoch [7][1140/2505] lr: 5.000e-04, eta: 2 days, 21:01:01, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6026, top5_acc: 0.8089, loss_cls: 1.7304, loss: 1.7304, grad_norm: 20.4543 2020-08-09 14:12:36,614 - mmaction - INFO - Epoch [7][1160/2505] lr: 5.000e-04, eta: 2 days, 21:00:12, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6464, top5_acc: 0.8172, loss_cls: 1.5606, loss: 1.5606, grad_norm: 20.4250 2020-08-09 14:13:13,859 - mmaction - INFO - Epoch [7][1180/2505] lr: 5.000e-04, eta: 2 days, 20:59:24, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.5906, top5_acc: 0.8062, loss_cls: 1.7309, loss: 1.7309, grad_norm: 20.7196 2020-08-09 14:13:51,111 - mmaction - INFO - Epoch [7][1200/2505] lr: 5.000e-04, eta: 2 days, 20:58:35, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6057, top5_acc: 0.8187, loss_cls: 1.6765, loss: 1.6765, grad_norm: 20.5405 2020-08-09 14:14:28,344 - mmaction - INFO - Epoch [7][1220/2505] lr: 5.000e-04, eta: 2 days, 20:57:47, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6130, top5_acc: 0.8323, loss_cls: 1.5896, loss: 1.5896, grad_norm: 20.6648 2020-08-09 14:15:05,560 - mmaction - INFO - Epoch [7][1240/2505] lr: 5.000e-04, eta: 2 days, 20:56:59, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6234, top5_acc: 0.8083, loss_cls: 1.6472, loss: 1.6472, grad_norm: 19.8664 2020-08-09 14:15:42,836 - mmaction - INFO - Epoch [7][1260/2505] lr: 5.000e-04, eta: 2 days, 20:56:11, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6161, top5_acc: 0.8177, loss_cls: 1.6092, loss: 1.6092, grad_norm: 20.9292 2020-08-09 14:16:20,107 - mmaction - INFO - Epoch [7][1280/2505] lr: 5.000e-04, eta: 2 days, 20:55:23, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.5964, top5_acc: 0.8016, loss_cls: 1.7375, loss: 1.7375, grad_norm: 20.7269 2020-08-09 14:16:57,235 - mmaction - INFO - Epoch [7][1300/2505] lr: 5.000e-04, eta: 2 days, 20:54:33, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.6120, top5_acc: 0.8219, loss_cls: 1.6194, loss: 1.6194, grad_norm: 20.7050 2020-08-09 14:17:34,478 - mmaction - INFO - Epoch [7][1320/2505] lr: 5.000e-04, eta: 2 days, 20:53:45, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6135, top5_acc: 0.8224, loss_cls: 1.6181, loss: 1.6181, grad_norm: 20.6928 2020-08-09 14:18:11,600 - mmaction - INFO - Epoch [7][1340/2505] lr: 5.000e-04, eta: 2 days, 20:52:56, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.6281, top5_acc: 0.8167, loss_cls: 1.6401, loss: 1.6401, grad_norm: 21.1886 2020-08-09 14:18:48,826 - mmaction - INFO - Epoch [7][1360/2505] lr: 5.000e-04, eta: 2 days, 20:52:08, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6167, top5_acc: 0.8198, loss_cls: 1.6610, loss: 1.6610, grad_norm: 20.0047 2020-08-09 14:19:26,053 - mmaction - INFO - Epoch [7][1380/2505] lr: 5.000e-04, eta: 2 days, 20:51:20, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6188, top5_acc: 0.8214, loss_cls: 1.6138, loss: 1.6138, grad_norm: 21.4333 2020-08-09 14:20:03,287 - mmaction - INFO - Epoch [7][1400/2505] lr: 5.000e-04, eta: 2 days, 20:50:32, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.5859, top5_acc: 0.7885, loss_cls: 1.7914, loss: 1.7914, grad_norm: 20.4374 2020-08-09 14:20:40,395 - mmaction - INFO - Epoch [7][1420/2505] lr: 5.000e-04, eta: 2 days, 20:49:42, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.6036, top5_acc: 0.8068, loss_cls: 1.6823, loss: 1.6823, grad_norm: 20.0866 2020-08-09 14:21:17,557 - mmaction - INFO - Epoch [7][1440/2505] lr: 5.000e-04, eta: 2 days, 20:48:54, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6208, top5_acc: 0.8161, loss_cls: 1.6312, loss: 1.6312, grad_norm: 19.5386 2020-08-09 14:21:54,839 - mmaction - INFO - Epoch [7][1460/2505] lr: 5.000e-04, eta: 2 days, 20:48:06, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6219, top5_acc: 0.8141, loss_cls: 1.6500, loss: 1.6500, grad_norm: 20.1001 2020-08-09 14:22:31,962 - mmaction - INFO - Epoch [7][1480/2505] lr: 5.000e-04, eta: 2 days, 20:47:17, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.6109, top5_acc: 0.8120, loss_cls: 1.6568, loss: 1.6568, grad_norm: 20.9679 2020-08-09 14:23:09,189 - mmaction - INFO - Epoch [7][1500/2505] lr: 5.000e-04, eta: 2 days, 20:46:29, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.5964, top5_acc: 0.8089, loss_cls: 1.6935, loss: 1.6935, grad_norm: 21.1766 2020-08-09 14:23:46,352 - mmaction - INFO - Epoch [7][1520/2505] lr: 5.000e-04, eta: 2 days, 20:45:41, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6229, top5_acc: 0.8130, loss_cls: 1.6468, loss: 1.6468, grad_norm: 21.0782 2020-08-09 14:24:23,536 - mmaction - INFO - Epoch [7][1540/2505] lr: 5.000e-04, eta: 2 days, 20:44:52, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6219, top5_acc: 0.8260, loss_cls: 1.5764, loss: 1.5764, grad_norm: 19.4464 2020-08-09 14:25:00,640 - mmaction - INFO - Epoch [7][1560/2505] lr: 5.000e-04, eta: 2 days, 20:44:03, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.6188, top5_acc: 0.8323, loss_cls: 1.5947, loss: 1.5947, grad_norm: 20.4802 2020-08-09 14:25:39,052 - mmaction - INFO - Epoch [7][1580/2505] lr: 5.000e-04, eta: 2 days, 20:43:25, time: 1.920, data_time: 0.001, memory: 8521, top1_acc: 0.6057, top5_acc: 0.8052, loss_cls: 1.7377, loss: 1.7377, grad_norm: 21.6174 2020-08-09 14:26:18,152 - mmaction - INFO - Epoch [7][1600/2505] lr: 5.000e-04, eta: 2 days, 20:42:51, time: 1.955, data_time: 0.101, memory: 8521, top1_acc: 0.6203, top5_acc: 0.8229, loss_cls: 1.6146, loss: 1.6146, grad_norm: 19.8315 2020-08-09 14:26:55,315 - mmaction - INFO - Epoch [7][1620/2505] lr: 5.000e-04, eta: 2 days, 20:42:03, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6135, top5_acc: 0.8125, loss_cls: 1.6430, loss: 1.6430, grad_norm: 20.0841 2020-08-09 14:27:32,495 - mmaction - INFO - Epoch [7][1640/2505] lr: 5.000e-04, eta: 2 days, 20:41:14, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6161, top5_acc: 0.8297, loss_cls: 1.5966, loss: 1.5966, grad_norm: 20.1641 2020-08-09 14:28:10,594 - mmaction - INFO - Epoch [7][1660/2505] lr: 5.000e-04, eta: 2 days, 20:40:33, time: 1.905, data_time: 0.001, memory: 8521, top1_acc: 0.5932, top5_acc: 0.7948, loss_cls: 1.7294, loss: 1.7294, grad_norm: 19.8753 2020-08-09 14:28:48,020 - mmaction - INFO - Epoch [7][1680/2505] lr: 5.000e-04, eta: 2 days, 20:39:47, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.5964, top5_acc: 0.8062, loss_cls: 1.7315, loss: 1.7315, grad_norm: 20.3172 2020-08-09 14:29:25,284 - mmaction - INFO - Epoch [7][1700/2505] lr: 5.000e-04, eta: 2 days, 20:38:59, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6313, top5_acc: 0.8177, loss_cls: 1.6162, loss: 1.6162, grad_norm: 20.5113 2020-08-09 14:30:02,482 - mmaction - INFO - Epoch [7][1720/2505] lr: 5.000e-04, eta: 2 days, 20:38:11, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6193, top5_acc: 0.8177, loss_cls: 1.6153, loss: 1.6153, grad_norm: 20.0132 2020-08-09 14:30:39,740 - mmaction - INFO - Epoch [7][1740/2505] lr: 5.000e-04, eta: 2 days, 20:37:24, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6281, top5_acc: 0.8255, loss_cls: 1.5654, loss: 1.5654, grad_norm: 19.7611 2020-08-09 14:31:17,009 - mmaction - INFO - Epoch [7][1760/2505] lr: 5.000e-04, eta: 2 days, 20:36:36, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6281, top5_acc: 0.8167, loss_cls: 1.6293, loss: 1.6293, grad_norm: 19.8286 2020-08-09 14:31:54,195 - mmaction - INFO - Epoch [7][1780/2505] lr: 5.000e-04, eta: 2 days, 20:35:48, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6198, top5_acc: 0.8271, loss_cls: 1.6066, loss: 1.6066, grad_norm: 20.4265 2020-08-09 14:32:31,351 - mmaction - INFO - Epoch [7][1800/2505] lr: 5.000e-04, eta: 2 days, 20:35:00, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6286, top5_acc: 0.8151, loss_cls: 1.6388, loss: 1.6388, grad_norm: 20.7520 2020-08-09 14:33:08,541 - mmaction - INFO - Epoch [7][1820/2505] lr: 5.000e-04, eta: 2 days, 20:34:12, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6021, top5_acc: 0.8089, loss_cls: 1.6907, loss: 1.6907, grad_norm: 20.6818 2020-08-09 14:33:45,750 - mmaction - INFO - Epoch [7][1840/2505] lr: 5.000e-04, eta: 2 days, 20:33:24, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6333, top5_acc: 0.8260, loss_cls: 1.5932, loss: 1.5932, grad_norm: 20.6294 2020-08-09 14:34:23,000 - mmaction - INFO - Epoch [7][1860/2505] lr: 5.000e-04, eta: 2 days, 20:32:37, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6188, top5_acc: 0.8172, loss_cls: 1.6308, loss: 1.6308, grad_norm: 19.8268 2020-08-09 14:35:00,169 - mmaction - INFO - Epoch [7][1880/2505] lr: 5.000e-04, eta: 2 days, 20:31:49, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6141, top5_acc: 0.8130, loss_cls: 1.6642, loss: 1.6642, grad_norm: 20.1191 2020-08-09 14:35:37,330 - mmaction - INFO - Epoch [7][1900/2505] lr: 5.000e-04, eta: 2 days, 20:31:01, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6115, top5_acc: 0.8151, loss_cls: 1.6641, loss: 1.6641, grad_norm: 19.9418 2020-08-09 14:36:14,594 - mmaction - INFO - Epoch [7][1920/2505] lr: 5.000e-04, eta: 2 days, 20:30:13, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6193, top5_acc: 0.8151, loss_cls: 1.6612, loss: 1.6612, grad_norm: 19.4414 2020-08-09 14:36:51,766 - mmaction - INFO - Epoch [7][1940/2505] lr: 5.000e-04, eta: 2 days, 20:29:25, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6036, top5_acc: 0.8151, loss_cls: 1.6792, loss: 1.6792, grad_norm: 21.0850 2020-08-09 14:37:28,961 - mmaction - INFO - Epoch [7][1960/2505] lr: 5.000e-04, eta: 2 days, 20:28:38, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6151, top5_acc: 0.8245, loss_cls: 1.6396, loss: 1.6396, grad_norm: 20.3864 2020-08-09 14:38:06,147 - mmaction - INFO - Epoch [7][1980/2505] lr: 5.000e-04, eta: 2 days, 20:27:50, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6229, top5_acc: 0.8208, loss_cls: 1.6250, loss: 1.6250, grad_norm: 20.1100 2020-08-09 14:38:43,317 - mmaction - INFO - Epoch [7][2000/2505] lr: 5.000e-04, eta: 2 days, 20:27:02, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6427, top5_acc: 0.8250, loss_cls: 1.5849, loss: 1.5849, grad_norm: 19.8509 2020-08-09 14:39:20,426 - mmaction - INFO - Epoch [7][2020/2505] lr: 5.000e-04, eta: 2 days, 20:26:14, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.6115, top5_acc: 0.8193, loss_cls: 1.6197, loss: 1.6197, grad_norm: 20.1119 2020-08-09 14:39:57,584 - mmaction - INFO - Epoch [7][2040/2505] lr: 5.000e-04, eta: 2 days, 20:25:26, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6328, top5_acc: 0.8260, loss_cls: 1.5734, loss: 1.5734, grad_norm: 19.8460 2020-08-09 14:40:34,680 - mmaction - INFO - Epoch [7][2060/2505] lr: 5.000e-04, eta: 2 days, 20:24:37, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.6297, top5_acc: 0.8229, loss_cls: 1.5875, loss: 1.5875, grad_norm: 20.3873 2020-08-09 14:41:11,811 - mmaction - INFO - Epoch [7][2080/2505] lr: 5.000e-04, eta: 2 days, 20:23:49, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6167, top5_acc: 0.8083, loss_cls: 1.6974, loss: 1.6974, grad_norm: 18.9898 2020-08-09 14:41:49,029 - mmaction - INFO - Epoch [7][2100/2505] lr: 5.000e-04, eta: 2 days, 20:23:02, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6365, top5_acc: 0.8172, loss_cls: 1.6057, loss: 1.6057, grad_norm: 19.7695 2020-08-09 14:42:26,218 - mmaction - INFO - Epoch [7][2120/2505] lr: 5.000e-04, eta: 2 days, 20:22:14, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6182, top5_acc: 0.8036, loss_cls: 1.6644, loss: 1.6644, grad_norm: 20.2046 2020-08-09 14:43:03,380 - mmaction - INFO - Epoch [7][2140/2505] lr: 5.000e-04, eta: 2 days, 20:21:27, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6172, top5_acc: 0.8104, loss_cls: 1.6302, loss: 1.6302, grad_norm: 20.8447 2020-08-09 14:43:40,503 - mmaction - INFO - Epoch [7][2160/2505] lr: 5.000e-04, eta: 2 days, 20:20:39, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.6141, top5_acc: 0.8161, loss_cls: 1.6598, loss: 1.6598, grad_norm: 20.8368 2020-08-09 14:44:17,514 - mmaction - INFO - Epoch [7][2180/2505] lr: 5.000e-04, eta: 2 days, 20:19:50, time: 1.851, data_time: 0.001, memory: 8521, top1_acc: 0.6276, top5_acc: 0.8188, loss_cls: 1.6276, loss: 1.6276, grad_norm: 19.7408 2020-08-09 14:44:54,678 - mmaction - INFO - Epoch [7][2200/2505] lr: 5.000e-04, eta: 2 days, 20:19:02, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6292, top5_acc: 0.8135, loss_cls: 1.6479, loss: 1.6479, grad_norm: 20.6371 2020-08-09 14:45:31,816 - mmaction - INFO - Epoch [7][2220/2505] lr: 5.000e-04, eta: 2 days, 20:18:14, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6146, top5_acc: 0.8104, loss_cls: 1.6412, loss: 1.6412, grad_norm: 19.7107 2020-08-09 14:46:08,900 - mmaction - INFO - Epoch [7][2240/2505] lr: 5.000e-04, eta: 2 days, 20:17:26, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.6156, top5_acc: 0.8187, loss_cls: 1.6611, loss: 1.6611, grad_norm: 19.7634 2020-08-09 14:46:45,969 - mmaction - INFO - Epoch [7][2260/2505] lr: 5.000e-04, eta: 2 days, 20:16:38, time: 1.853, data_time: 0.001, memory: 8521, top1_acc: 0.6167, top5_acc: 0.8266, loss_cls: 1.6491, loss: 1.6491, grad_norm: 20.3250 2020-08-09 14:47:23,108 - mmaction - INFO - Epoch [7][2280/2505] lr: 5.000e-04, eta: 2 days, 20:15:50, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6120, top5_acc: 0.8234, loss_cls: 1.6179, loss: 1.6179, grad_norm: 19.9042 2020-08-09 14:48:00,156 - mmaction - INFO - Epoch [7][2300/2505] lr: 5.000e-04, eta: 2 days, 20:15:01, time: 1.852, data_time: 0.001, memory: 8521, top1_acc: 0.6333, top5_acc: 0.8214, loss_cls: 1.5819, loss: 1.5819, grad_norm: 19.6384 2020-08-09 14:48:37,291 - mmaction - INFO - Epoch [7][2320/2505] lr: 5.000e-04, eta: 2 days, 20:14:14, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6130, top5_acc: 0.8151, loss_cls: 1.6481, loss: 1.6481, grad_norm: 20.2256 2020-08-09 14:49:14,415 - mmaction - INFO - Epoch [7][2340/2505] lr: 5.000e-04, eta: 2 days, 20:13:26, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.6146, top5_acc: 0.8057, loss_cls: 1.6458, loss: 1.6458, grad_norm: 20.1476 2020-08-09 14:49:51,524 - mmaction - INFO - Epoch [7][2360/2505] lr: 5.000e-04, eta: 2 days, 20:12:38, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.6177, top5_acc: 0.8068, loss_cls: 1.6748, loss: 1.6748, grad_norm: 20.1060 2020-08-09 14:50:28,581 - mmaction - INFO - Epoch [7][2380/2505] lr: 5.000e-04, eta: 2 days, 20:11:50, time: 1.853, data_time: 0.001, memory: 8521, top1_acc: 0.6130, top5_acc: 0.8193, loss_cls: 1.6381, loss: 1.6381, grad_norm: 21.3556 2020-08-09 14:51:05,606 - mmaction - INFO - Epoch [7][2400/2505] lr: 5.000e-04, eta: 2 days, 20:11:01, time: 1.851, data_time: 0.001, memory: 8521, top1_acc: 0.6208, top5_acc: 0.8135, loss_cls: 1.6523, loss: 1.6523, grad_norm: 19.2166 2020-08-09 14:51:42,727 - mmaction - INFO - Epoch [7][2420/2505] lr: 5.000e-04, eta: 2 days, 20:10:13, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.6208, top5_acc: 0.8177, loss_cls: 1.6208, loss: 1.6208, grad_norm: 19.9734 2020-08-09 14:52:19,888 - mmaction - INFO - Epoch [7][2440/2505] lr: 5.000e-04, eta: 2 days, 20:09:26, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6271, top5_acc: 0.8307, loss_cls: 1.5723, loss: 1.5723, grad_norm: 20.6482 2020-08-09 14:52:56,944 - mmaction - INFO - Epoch [7][2460/2505] lr: 5.000e-04, eta: 2 days, 20:08:38, time: 1.853, data_time: 0.001, memory: 8521, top1_acc: 0.6146, top5_acc: 0.8125, loss_cls: 1.6706, loss: 1.6706, grad_norm: 20.7512 2020-08-09 14:53:33,990 - mmaction - INFO - Epoch [7][2480/2505] lr: 5.000e-04, eta: 2 days, 20:07:50, time: 1.852, data_time: 0.001, memory: 8521, top1_acc: 0.6359, top5_acc: 0.8208, loss_cls: 1.6177, loss: 1.6177, grad_norm: 20.6548 2020-08-09 14:54:11,111 - mmaction - INFO - Epoch [7][2500/2505] lr: 5.000e-04, eta: 2 days, 20:07:02, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.6156, top5_acc: 0.8302, loss_cls: 1.6067, loss: 1.6067, grad_norm: 20.8743 2020-08-09 14:55:55,525 - mmaction - INFO - Epoch [8][20/2505] lr: 5.000e-04, eta: 2 days, 20:11:14, time: 4.464, data_time: 2.539, memory: 8521, top1_acc: 0.6286, top5_acc: 0.8229, loss_cls: 1.6027, loss: 1.6027, grad_norm: 19.8606 2020-08-09 14:56:33,054 - mmaction - INFO - Epoch [8][40/2505] lr: 5.000e-04, eta: 2 days, 20:10:29, time: 1.877, data_time: 0.008, memory: 8521, top1_acc: 0.6312, top5_acc: 0.8260, loss_cls: 1.5738, loss: 1.5738, grad_norm: 19.2116 2020-08-09 14:57:10,543 - mmaction - INFO - Epoch [8][60/2505] lr: 5.000e-04, eta: 2 days, 20:09:44, time: 1.874, data_time: 0.002, memory: 8521, top1_acc: 0.6349, top5_acc: 0.8286, loss_cls: 1.5939, loss: 1.5939, grad_norm: 19.9830 2020-08-09 14:57:48,149 - mmaction - INFO - Epoch [8][80/2505] lr: 5.000e-04, eta: 2 days, 20:09:00, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.6010, top5_acc: 0.8182, loss_cls: 1.6740, loss: 1.6740, grad_norm: 19.5187 2020-08-09 14:58:25,804 - mmaction - INFO - Epoch [8][100/2505] lr: 5.000e-04, eta: 2 days, 20:08:16, time: 1.883, data_time: 0.001, memory: 8521, top1_acc: 0.6328, top5_acc: 0.8193, loss_cls: 1.5812, loss: 1.5812, grad_norm: 19.5636 2020-08-09 14:59:03,310 - mmaction - INFO - Epoch [8][120/2505] lr: 5.000e-04, eta: 2 days, 20:07:30, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.6401, top5_acc: 0.8234, loss_cls: 1.5753, loss: 1.5753, grad_norm: 18.9335 2020-08-09 14:59:40,729 - mmaction - INFO - Epoch [8][140/2505] lr: 5.000e-04, eta: 2 days, 20:06:45, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.6125, top5_acc: 0.8193, loss_cls: 1.6058, loss: 1.6058, grad_norm: 19.9305 2020-08-09 15:00:22,271 - mmaction - INFO - Epoch [8][160/2505] lr: 5.000e-04, eta: 2 days, 20:06:28, time: 2.073, data_time: 0.001, memory: 8521, top1_acc: 0.6292, top5_acc: 0.8276, loss_cls: 1.5841, loss: 1.5841, grad_norm: 19.6558 2020-08-09 15:00:59,882 - mmaction - INFO - Epoch [8][180/2505] lr: 5.000e-04, eta: 2 days, 20:05:44, time: 1.884, data_time: 0.013, memory: 8521, top1_acc: 0.6104, top5_acc: 0.8068, loss_cls: 1.7136, loss: 1.7136, grad_norm: 21.1960 2020-08-09 15:01:37,332 - mmaction - INFO - Epoch [8][200/2505] lr: 5.000e-04, eta: 2 days, 20:04:59, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.6365, top5_acc: 0.8214, loss_cls: 1.5283, loss: 1.5283, grad_norm: 19.6026 2020-08-09 15:02:14,674 - mmaction - INFO - Epoch [8][220/2505] lr: 5.000e-04, eta: 2 days, 20:04:13, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6297, top5_acc: 0.8234, loss_cls: 1.6203, loss: 1.6203, grad_norm: 20.3242 2020-08-09 15:02:51,941 - mmaction - INFO - Epoch [8][240/2505] lr: 5.000e-04, eta: 2 days, 20:03:26, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6188, top5_acc: 0.8198, loss_cls: 1.6227, loss: 1.6227, grad_norm: 20.9510 2020-08-09 15:03:29,163 - mmaction - INFO - Epoch [8][260/2505] lr: 5.000e-04, eta: 2 days, 20:02:39, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6438, top5_acc: 0.8365, loss_cls: 1.5185, loss: 1.5185, grad_norm: 19.6122 2020-08-09 15:04:06,574 - mmaction - INFO - Epoch [8][280/2505] lr: 5.000e-04, eta: 2 days, 20:01:53, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.6245, top5_acc: 0.8240, loss_cls: 1.5840, loss: 1.5840, grad_norm: 21.5676 2020-08-09 15:04:44,014 - mmaction - INFO - Epoch [8][300/2505] lr: 5.000e-04, eta: 2 days, 20:01:08, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.6151, top5_acc: 0.8161, loss_cls: 1.6350, loss: 1.6350, grad_norm: 20.7986 2020-08-09 15:05:21,582 - mmaction - INFO - Epoch [8][320/2505] lr: 5.000e-04, eta: 2 days, 20:00:23, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.6302, top5_acc: 0.8151, loss_cls: 1.6244, loss: 1.6244, grad_norm: 20.2983 2020-08-09 15:05:58,927 - mmaction - INFO - Epoch [8][340/2505] lr: 5.000e-04, eta: 2 days, 19:59:37, time: 1.867, data_time: 0.004, memory: 8521, top1_acc: 0.5979, top5_acc: 0.8141, loss_cls: 1.7188, loss: 1.7188, grad_norm: 20.5677 2020-08-09 15:06:36,149 - mmaction - INFO - Epoch [8][360/2505] lr: 5.000e-04, eta: 2 days, 19:58:50, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6307, top5_acc: 0.8328, loss_cls: 1.5702, loss: 1.5702, grad_norm: 19.7288 2020-08-09 15:07:13,805 - mmaction - INFO - Epoch [8][380/2505] lr: 5.000e-04, eta: 2 days, 19:58:06, time: 1.883, data_time: 0.001, memory: 8521, top1_acc: 0.6146, top5_acc: 0.8167, loss_cls: 1.6291, loss: 1.6291, grad_norm: 20.0551 2020-08-09 15:07:51,397 - mmaction - INFO - Epoch [8][400/2505] lr: 5.000e-04, eta: 2 days, 19:57:22, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.6385, top5_acc: 0.8385, loss_cls: 1.5414, loss: 1.5414, grad_norm: 21.2314 2020-08-09 15:08:28,640 - mmaction - INFO - Epoch [8][420/2505] lr: 5.000e-04, eta: 2 days, 19:56:35, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6188, top5_acc: 0.8203, loss_cls: 1.5944, loss: 1.5944, grad_norm: 19.7939 2020-08-09 15:09:06,197 - mmaction - INFO - Epoch [8][440/2505] lr: 5.000e-04, eta: 2 days, 19:55:51, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.6219, top5_acc: 0.8182, loss_cls: 1.6117, loss: 1.6117, grad_norm: 20.0606 2020-08-09 15:09:43,564 - mmaction - INFO - Epoch [8][460/2505] lr: 5.000e-04, eta: 2 days, 19:55:05, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6125, top5_acc: 0.8229, loss_cls: 1.6146, loss: 1.6146, grad_norm: 19.3571 2020-08-09 15:10:21,089 - mmaction - INFO - Epoch [8][480/2505] lr: 5.000e-04, eta: 2 days, 19:54:20, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.5995, top5_acc: 0.8062, loss_cls: 1.6691, loss: 1.6691, grad_norm: 20.9415 2020-08-09 15:10:58,574 - mmaction - INFO - Epoch [8][500/2505] lr: 5.000e-04, eta: 2 days, 19:53:35, time: 1.874, data_time: 0.004, memory: 8521, top1_acc: 0.6182, top5_acc: 0.8234, loss_cls: 1.6340, loss: 1.6340, grad_norm: 20.3835 2020-08-09 15:11:36,158 - mmaction - INFO - Epoch [8][520/2505] lr: 5.000e-04, eta: 2 days, 19:52:51, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.6151, top5_acc: 0.8125, loss_cls: 1.6326, loss: 1.6326, grad_norm: 21.3503 2020-08-09 15:12:13,732 - mmaction - INFO - Epoch [8][540/2505] lr: 5.000e-04, eta: 2 days, 19:52:07, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.6250, top5_acc: 0.8172, loss_cls: 1.6196, loss: 1.6196, grad_norm: 20.9855 2020-08-09 15:12:50,979 - mmaction - INFO - Epoch [8][560/2505] lr: 5.000e-04, eta: 2 days, 19:51:20, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6375, top5_acc: 0.8229, loss_cls: 1.5547, loss: 1.5547, grad_norm: 20.0413 2020-08-09 15:13:28,207 - mmaction - INFO - Epoch [8][580/2505] lr: 5.000e-04, eta: 2 days, 19:50:33, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6156, top5_acc: 0.8255, loss_cls: 1.6169, loss: 1.6169, grad_norm: 21.9313 2020-08-09 15:14:05,327 - mmaction - INFO - Epoch [8][600/2505] lr: 5.000e-04, eta: 2 days, 19:49:46, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.6276, top5_acc: 0.8188, loss_cls: 1.6288, loss: 1.6288, grad_norm: 20.2764 2020-08-09 15:14:42,492 - mmaction - INFO - Epoch [8][620/2505] lr: 5.000e-04, eta: 2 days, 19:48:59, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6229, top5_acc: 0.8281, loss_cls: 1.5773, loss: 1.5773, grad_norm: 20.5088 2020-08-09 15:15:21,317 - mmaction - INFO - Epoch [8][640/2505] lr: 5.000e-04, eta: 2 days, 19:48:23, time: 1.941, data_time: 0.001, memory: 8521, top1_acc: 0.6375, top5_acc: 0.8245, loss_cls: 1.5607, loss: 1.5607, grad_norm: 20.6954 2020-08-09 15:15:58,514 - mmaction - INFO - Epoch [8][660/2505] lr: 5.000e-04, eta: 2 days, 19:47:36, time: 1.860, data_time: 0.003, memory: 8521, top1_acc: 0.6297, top5_acc: 0.8187, loss_cls: 1.6035, loss: 1.6035, grad_norm: 20.0797 2020-08-09 15:16:35,743 - mmaction - INFO - Epoch [8][680/2505] lr: 5.000e-04, eta: 2 days, 19:46:50, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6151, top5_acc: 0.8146, loss_cls: 1.6131, loss: 1.6131, grad_norm: 20.3577 2020-08-09 15:17:12,946 - mmaction - INFO - Epoch [8][700/2505] lr: 5.000e-04, eta: 2 days, 19:46:03, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6063, top5_acc: 0.8057, loss_cls: 1.6760, loss: 1.6760, grad_norm: 19.3535 2020-08-09 15:17:50,383 - mmaction - INFO - Epoch [8][720/2505] lr: 5.000e-04, eta: 2 days, 19:45:18, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.6307, top5_acc: 0.8219, loss_cls: 1.5765, loss: 1.5765, grad_norm: 19.9058 2020-08-09 15:18:27,802 - mmaction - INFO - Epoch [8][740/2505] lr: 5.000e-04, eta: 2 days, 19:44:33, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.6276, top5_acc: 0.8281, loss_cls: 1.5935, loss: 1.5935, grad_norm: 20.3258 2020-08-09 15:19:05,213 - mmaction - INFO - Epoch [8][760/2505] lr: 5.000e-04, eta: 2 days, 19:43:47, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.5974, top5_acc: 0.7974, loss_cls: 1.7497, loss: 1.7497, grad_norm: 20.5936 2020-08-09 15:19:43,017 - mmaction - INFO - Epoch [8][780/2505] lr: 5.000e-04, eta: 2 days, 19:43:05, time: 1.890, data_time: 0.001, memory: 8521, top1_acc: 0.6146, top5_acc: 0.8026, loss_cls: 1.6660, loss: 1.6660, grad_norm: 19.8199 2020-08-09 15:20:20,970 - mmaction - INFO - Epoch [8][800/2505] lr: 5.000e-04, eta: 2 days, 19:42:23, time: 1.897, data_time: 0.008, memory: 8521, top1_acc: 0.6193, top5_acc: 0.8224, loss_cls: 1.6241, loss: 1.6241, grad_norm: 20.1275 2020-08-09 15:20:58,365 - mmaction - INFO - Epoch [8][820/2505] lr: 5.000e-04, eta: 2 days, 19:41:38, time: 1.870, data_time: 0.003, memory: 8521, top1_acc: 0.6349, top5_acc: 0.8281, loss_cls: 1.5872, loss: 1.5872, grad_norm: 19.7145 2020-08-09 15:21:36,712 - mmaction - INFO - Epoch [8][840/2505] lr: 5.000e-04, eta: 2 days, 19:40:59, time: 1.918, data_time: 0.001, memory: 8521, top1_acc: 0.6354, top5_acc: 0.8229, loss_cls: 1.5660, loss: 1.5660, grad_norm: 20.1188 2020-08-09 15:22:31,249 - mmaction - INFO - Epoch [8][860/2505] lr: 5.000e-04, eta: 2 days, 19:42:12, time: 2.727, data_time: 0.001, memory: 8521, top1_acc: 0.6281, top5_acc: 0.8156, loss_cls: 1.6267, loss: 1.6267, grad_norm: 20.1834 2020-08-09 15:23:08,410 - mmaction - INFO - Epoch [8][880/2505] lr: 5.000e-04, eta: 2 days, 19:41:25, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6198, top5_acc: 0.8219, loss_cls: 1.6033, loss: 1.6033, grad_norm: 21.1075 2020-08-09 15:23:45,592 - mmaction - INFO - Epoch [8][900/2505] lr: 5.000e-04, eta: 2 days, 19:40:38, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6109, top5_acc: 0.8073, loss_cls: 1.6285, loss: 1.6285, grad_norm: 20.2734 2020-08-09 15:24:22,833 - mmaction - INFO - Epoch [8][920/2505] lr: 5.000e-04, eta: 2 days, 19:39:52, time: 1.862, data_time: 0.000, memory: 8521, top1_acc: 0.6078, top5_acc: 0.8099, loss_cls: 1.6612, loss: 1.6612, grad_norm: 19.2962 2020-08-09 15:25:02,063 - mmaction - INFO - Epoch [8][940/2505] lr: 5.000e-04, eta: 2 days, 19:39:18, time: 1.951, data_time: 0.001, memory: 8521, top1_acc: 0.6302, top5_acc: 0.8120, loss_cls: 1.6539, loss: 1.6539, grad_norm: 19.8065 2020-08-09 15:25:39,509 - mmaction - INFO - Epoch [8][960/2505] lr: 5.000e-04, eta: 2 days, 19:38:34, time: 1.883, data_time: 0.015, memory: 8521, top1_acc: 0.6458, top5_acc: 0.8437, loss_cls: 1.5068, loss: 1.5068, grad_norm: 20.0630 2020-08-09 15:26:16,741 - mmaction - INFO - Epoch [8][980/2505] lr: 5.000e-04, eta: 2 days, 19:37:47, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6115, top5_acc: 0.8156, loss_cls: 1.6557, loss: 1.6557, grad_norm: 21.2415 2020-08-09 15:26:53,999 - mmaction - INFO - Epoch [8][1000/2505] lr: 5.000e-04, eta: 2 days, 19:37:01, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6068, top5_acc: 0.8167, loss_cls: 1.6533, loss: 1.6533, grad_norm: 21.0894 2020-08-09 15:27:31,245 - mmaction - INFO - Epoch [8][1020/2505] lr: 5.000e-04, eta: 2 days, 19:36:15, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6281, top5_acc: 0.8214, loss_cls: 1.5977, loss: 1.5977, grad_norm: 20.2783 2020-08-09 15:28:09,062 - mmaction - INFO - Epoch [8][1040/2505] lr: 5.000e-04, eta: 2 days, 19:35:32, time: 1.891, data_time: 0.001, memory: 8521, top1_acc: 0.6344, top5_acc: 0.8292, loss_cls: 1.5642, loss: 1.5642, grad_norm: 20.5966 2020-08-09 15:28:46,231 - mmaction - INFO - Epoch [8][1060/2505] lr: 5.000e-04, eta: 2 days, 19:34:46, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6245, top5_acc: 0.8089, loss_cls: 1.6414, loss: 1.6414, grad_norm: 20.7957 2020-08-09 15:29:23,459 - mmaction - INFO - Epoch [8][1080/2505] lr: 5.000e-04, eta: 2 days, 19:33:59, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6240, top5_acc: 0.8224, loss_cls: 1.6261, loss: 1.6261, grad_norm: 20.1556 2020-08-09 15:30:18,622 - mmaction - INFO - Epoch [8][1100/2505] lr: 5.000e-04, eta: 2 days, 19:35:15, time: 2.758, data_time: 0.001, memory: 8521, top1_acc: 0.6156, top5_acc: 0.8219, loss_cls: 1.6034, loss: 1.6034, grad_norm: 20.5043 2020-08-09 15:30:55,814 - mmaction - INFO - Epoch [8][1120/2505] lr: 5.000e-04, eta: 2 days, 19:34:28, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6266, top5_acc: 0.8177, loss_cls: 1.6127, loss: 1.6127, grad_norm: 21.0806 2020-08-09 15:31:32,990 - mmaction - INFO - Epoch [8][1140/2505] lr: 5.000e-04, eta: 2 days, 19:33:41, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6151, top5_acc: 0.8146, loss_cls: 1.6292, loss: 1.6292, grad_norm: 19.9779 2020-08-09 15:32:10,282 - mmaction - INFO - Epoch [8][1160/2505] lr: 5.000e-04, eta: 2 days, 19:32:55, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6156, top5_acc: 0.8172, loss_cls: 1.6373, loss: 1.6373, grad_norm: 18.8909 2020-08-09 15:33:05,452 - mmaction - INFO - Epoch [8][1180/2505] lr: 5.000e-04, eta: 2 days, 19:34:10, time: 2.759, data_time: 0.001, memory: 8521, top1_acc: 0.6198, top5_acc: 0.8240, loss_cls: 1.5904, loss: 1.5904, grad_norm: 19.9494 2020-08-09 15:33:43,963 - mmaction - INFO - Epoch [8][1200/2505] lr: 5.000e-04, eta: 2 days, 19:33:32, time: 1.925, data_time: 0.001, memory: 8521, top1_acc: 0.6193, top5_acc: 0.8078, loss_cls: 1.6694, loss: 1.6694, grad_norm: 19.6549 2020-08-09 15:34:21,242 - mmaction - INFO - Epoch [8][1220/2505] lr: 5.000e-04, eta: 2 days, 19:32:46, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6318, top5_acc: 0.8198, loss_cls: 1.5615, loss: 1.5615, grad_norm: 20.6290 2020-08-09 15:34:58,419 - mmaction - INFO - Epoch [8][1240/2505] lr: 5.000e-04, eta: 2 days, 19:31:59, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6214, top5_acc: 0.8198, loss_cls: 1.6530, loss: 1.6530, grad_norm: 20.5375 2020-08-09 15:35:35,648 - mmaction - INFO - Epoch [8][1260/2505] lr: 5.000e-04, eta: 2 days, 19:31:12, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6255, top5_acc: 0.8214, loss_cls: 1.6113, loss: 1.6113, grad_norm: 19.6499 2020-08-09 15:36:12,884 - mmaction - INFO - Epoch [8][1280/2505] lr: 5.000e-04, eta: 2 days, 19:30:26, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6234, top5_acc: 0.8318, loss_cls: 1.5814, loss: 1.5814, grad_norm: 19.9906 2020-08-09 15:36:50,176 - mmaction - INFO - Epoch [8][1300/2505] lr: 5.000e-04, eta: 2 days, 19:29:40, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6208, top5_acc: 0.8318, loss_cls: 1.5980, loss: 1.5980, grad_norm: 21.6341 2020-08-09 15:37:27,405 - mmaction - INFO - Epoch [8][1320/2505] lr: 5.000e-04, eta: 2 days, 19:28:53, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6375, top5_acc: 0.8234, loss_cls: 1.5539, loss: 1.5539, grad_norm: 19.4385 2020-08-09 15:38:04,496 - mmaction - INFO - Epoch [8][1340/2505] lr: 5.000e-04, eta: 2 days, 19:28:06, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.6224, top5_acc: 0.8089, loss_cls: 1.6805, loss: 1.6805, grad_norm: 19.7330 2020-08-09 15:38:41,681 - mmaction - INFO - Epoch [8][1360/2505] lr: 5.000e-04, eta: 2 days, 19:27:19, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6151, top5_acc: 0.8260, loss_cls: 1.6563, loss: 1.6563, grad_norm: 20.6550 2020-08-09 15:39:18,921 - mmaction - INFO - Epoch [8][1380/2505] lr: 5.000e-04, eta: 2 days, 19:26:33, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6313, top5_acc: 0.8313, loss_cls: 1.6039, loss: 1.6039, grad_norm: 20.8606 2020-08-09 15:39:56,119 - mmaction - INFO - Epoch [8][1400/2505] lr: 5.000e-04, eta: 2 days, 19:25:46, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6302, top5_acc: 0.8172, loss_cls: 1.6220, loss: 1.6220, grad_norm: 20.3880 2020-08-09 15:40:50,151 - mmaction - INFO - Epoch [8][1420/2505] lr: 5.000e-04, eta: 2 days, 19:26:52, time: 2.702, data_time: 0.001, memory: 8521, top1_acc: 0.6240, top5_acc: 0.8396, loss_cls: 1.5431, loss: 1.5431, grad_norm: 20.7049 2020-08-09 15:41:27,375 - mmaction - INFO - Epoch [8][1440/2505] lr: 5.000e-04, eta: 2 days, 19:26:05, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6193, top5_acc: 0.8297, loss_cls: 1.5834, loss: 1.5834, grad_norm: 19.6924 2020-08-09 15:42:04,535 - mmaction - INFO - Epoch [8][1460/2505] lr: 5.000e-04, eta: 2 days, 19:25:18, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6240, top5_acc: 0.8219, loss_cls: 1.6106, loss: 1.6106, grad_norm: 19.9256 2020-08-09 15:42:41,707 - mmaction - INFO - Epoch [8][1480/2505] lr: 5.000e-04, eta: 2 days, 19:24:31, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6130, top5_acc: 0.8057, loss_cls: 1.6885, loss: 1.6885, grad_norm: 19.7271 2020-08-09 15:43:18,867 - mmaction - INFO - Epoch [8][1500/2505] lr: 5.000e-04, eta: 2 days, 19:23:45, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6208, top5_acc: 0.8062, loss_cls: 1.6382, loss: 1.6382, grad_norm: 19.9563 2020-08-09 15:43:56,101 - mmaction - INFO - Epoch [8][1520/2505] lr: 5.000e-04, eta: 2 days, 19:22:58, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6380, top5_acc: 0.8172, loss_cls: 1.6059, loss: 1.6059, grad_norm: 19.5792 2020-08-09 15:44:33,317 - mmaction - INFO - Epoch [8][1540/2505] lr: 5.000e-04, eta: 2 days, 19:22:12, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6401, top5_acc: 0.8286, loss_cls: 1.5355, loss: 1.5355, grad_norm: 20.3183 2020-08-09 15:45:28,044 - mmaction - INFO - Epoch [8][1560/2505] lr: 5.000e-04, eta: 2 days, 19:23:21, time: 2.736, data_time: 0.874, memory: 8521, top1_acc: 0.6297, top5_acc: 0.8411, loss_cls: 1.5181, loss: 1.5181, grad_norm: 20.7030 2020-08-09 15:46:05,275 - mmaction - INFO - Epoch [8][1580/2505] lr: 5.000e-04, eta: 2 days, 19:22:34, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6042, top5_acc: 0.8141, loss_cls: 1.7092, loss: 1.7092, grad_norm: 20.7956 2020-08-09 15:46:42,446 - mmaction - INFO - Epoch [8][1600/2505] lr: 5.000e-04, eta: 2 days, 19:21:48, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6240, top5_acc: 0.8307, loss_cls: 1.5589, loss: 1.5589, grad_norm: 20.1841 2020-08-09 15:47:19,617 - mmaction - INFO - Epoch [8][1620/2505] lr: 5.000e-04, eta: 2 days, 19:21:01, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6063, top5_acc: 0.8214, loss_cls: 1.6454, loss: 1.6454, grad_norm: 20.0654 2020-08-09 15:47:56,655 - mmaction - INFO - Epoch [8][1640/2505] lr: 5.000e-04, eta: 2 days, 19:20:13, time: 1.852, data_time: 0.001, memory: 8521, top1_acc: 0.6453, top5_acc: 0.8323, loss_cls: 1.5287, loss: 1.5287, grad_norm: 19.7686 2020-08-09 15:48:33,866 - mmaction - INFO - Epoch [8][1660/2505] lr: 5.000e-04, eta: 2 days, 19:19:26, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.5979, top5_acc: 0.8047, loss_cls: 1.7329, loss: 1.7329, grad_norm: 20.6076 2020-08-09 15:49:11,037 - mmaction - INFO - Epoch [8][1680/2505] lr: 5.000e-04, eta: 2 days, 19:18:40, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6286, top5_acc: 0.8224, loss_cls: 1.5701, loss: 1.5701, grad_norm: 20.2117 2020-08-09 15:49:48,237 - mmaction - INFO - Epoch [8][1700/2505] lr: 5.000e-04, eta: 2 days, 19:17:53, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6016, top5_acc: 0.8094, loss_cls: 1.7000, loss: 1.7000, grad_norm: 20.0734 2020-08-09 15:50:25,507 - mmaction - INFO - Epoch [8][1720/2505] lr: 5.000e-04, eta: 2 days, 19:17:07, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6141, top5_acc: 0.8047, loss_cls: 1.6736, loss: 1.6736, grad_norm: 20.2655 2020-08-09 15:51:02,799 - mmaction - INFO - Epoch [8][1740/2505] lr: 5.000e-04, eta: 2 days, 19:16:21, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6203, top5_acc: 0.8339, loss_cls: 1.5832, loss: 1.5832, grad_norm: 20.6482 2020-08-09 15:51:40,017 - mmaction - INFO - Epoch [8][1760/2505] lr: 5.000e-04, eta: 2 days, 19:15:35, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6208, top5_acc: 0.8255, loss_cls: 1.5573, loss: 1.5573, grad_norm: 20.5950 2020-08-09 15:52:17,199 - mmaction - INFO - Epoch [8][1780/2505] lr: 5.000e-04, eta: 2 days, 19:14:48, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6115, top5_acc: 0.8120, loss_cls: 1.6532, loss: 1.6532, grad_norm: 19.2180 2020-08-09 15:52:54,393 - mmaction - INFO - Epoch [8][1800/2505] lr: 5.000e-04, eta: 2 days, 19:14:02, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6286, top5_acc: 0.8224, loss_cls: 1.5934, loss: 1.5934, grad_norm: 21.2904 2020-08-09 15:53:31,700 - mmaction - INFO - Epoch [8][1820/2505] lr: 5.000e-04, eta: 2 days, 19:13:16, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6250, top5_acc: 0.8375, loss_cls: 1.5732, loss: 1.5732, grad_norm: 20.6370 2020-08-09 15:54:08,988 - mmaction - INFO - Epoch [8][1840/2505] lr: 5.000e-04, eta: 2 days, 19:12:30, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6177, top5_acc: 0.8161, loss_cls: 1.6161, loss: 1.6161, grad_norm: 21.0554 2020-08-09 15:54:46,044 - mmaction - INFO - Epoch [8][1860/2505] lr: 5.000e-04, eta: 2 days, 19:11:43, time: 1.853, data_time: 0.001, memory: 8521, top1_acc: 0.6167, top5_acc: 0.8198, loss_cls: 1.6349, loss: 1.6349, grad_norm: 20.2070 2020-08-09 15:55:24,223 - mmaction - INFO - Epoch [8][1880/2505] lr: 5.000e-04, eta: 2 days, 19:11:03, time: 1.909, data_time: 0.001, memory: 8521, top1_acc: 0.6229, top5_acc: 0.8250, loss_cls: 1.5726, loss: 1.5726, grad_norm: 19.8006 2020-08-09 15:56:01,371 - mmaction - INFO - Epoch [8][1900/2505] lr: 5.000e-04, eta: 2 days, 19:10:16, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6083, top5_acc: 0.8115, loss_cls: 1.6665, loss: 1.6665, grad_norm: 19.6969 2020-08-09 15:56:38,578 - mmaction - INFO - Epoch [8][1920/2505] lr: 5.000e-04, eta: 2 days, 19:09:29, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6286, top5_acc: 0.8219, loss_cls: 1.5839, loss: 1.5839, grad_norm: 20.4919 2020-08-09 15:57:15,917 - mmaction - INFO - Epoch [8][1940/2505] lr: 5.000e-04, eta: 2 days, 19:08:44, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6427, top5_acc: 0.8177, loss_cls: 1.5756, loss: 1.5756, grad_norm: 19.7239 2020-08-09 15:57:53,122 - mmaction - INFO - Epoch [8][1960/2505] lr: 5.000e-04, eta: 2 days, 19:07:58, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6203, top5_acc: 0.8104, loss_cls: 1.6409, loss: 1.6409, grad_norm: 20.0942 2020-08-09 15:58:30,255 - mmaction - INFO - Epoch [8][1980/2505] lr: 5.000e-04, eta: 2 days, 19:07:11, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6208, top5_acc: 0.8182, loss_cls: 1.6113, loss: 1.6113, grad_norm: 19.8591 2020-08-09 15:59:56,663 - mmaction - INFO - Epoch [8][2000/2505] lr: 5.000e-04, eta: 2 days, 19:11:41, time: 4.320, data_time: 0.001, memory: 8521, top1_acc: 0.6078, top5_acc: 0.8104, loss_cls: 1.6772, loss: 1.6772, grad_norm: 20.8999 2020-08-09 16:00:35,486 - mmaction - INFO - Epoch [8][2020/2505] lr: 5.000e-04, eta: 2 days, 19:11:05, time: 1.940, data_time: 0.001, memory: 8521, top1_acc: 0.6219, top5_acc: 0.8151, loss_cls: 1.6335, loss: 1.6335, grad_norm: 20.4782 2020-08-09 16:01:13,567 - mmaction - INFO - Epoch [8][2040/2505] lr: 5.000e-04, eta: 2 days, 19:10:24, time: 1.905, data_time: 0.010, memory: 8521, top1_acc: 0.6448, top5_acc: 0.8349, loss_cls: 1.5196, loss: 1.5196, grad_norm: 19.8967 2020-08-09 16:01:50,864 - mmaction - INFO - Epoch [8][2060/2505] lr: 5.000e-04, eta: 2 days, 19:09:38, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6495, top5_acc: 0.8271, loss_cls: 1.5465, loss: 1.5465, grad_norm: 19.5918 2020-08-09 16:02:28,068 - mmaction - INFO - Epoch [8][2080/2505] lr: 5.000e-04, eta: 2 days, 19:08:52, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6208, top5_acc: 0.8135, loss_cls: 1.6645, loss: 1.6645, grad_norm: 19.2487 2020-08-09 16:03:05,234 - mmaction - INFO - Epoch [8][2100/2505] lr: 5.000e-04, eta: 2 days, 19:08:05, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6120, top5_acc: 0.8073, loss_cls: 1.6663, loss: 1.6663, grad_norm: 20.0192 2020-08-09 16:03:42,390 - mmaction - INFO - Epoch [8][2120/2505] lr: 5.000e-04, eta: 2 days, 19:07:18, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6260, top5_acc: 0.8307, loss_cls: 1.5768, loss: 1.5768, grad_norm: 19.7770 2020-08-09 16:04:19,588 - mmaction - INFO - Epoch [8][2140/2505] lr: 5.000e-04, eta: 2 days, 19:06:31, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6271, top5_acc: 0.8312, loss_cls: 1.5757, loss: 1.5757, grad_norm: 19.9194 2020-08-09 16:04:56,894 - mmaction - INFO - Epoch [8][2160/2505] lr: 5.000e-04, eta: 2 days, 19:05:46, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6172, top5_acc: 0.8125, loss_cls: 1.6301, loss: 1.6301, grad_norm: 19.2403 2020-08-09 16:05:34,115 - mmaction - INFO - Epoch [8][2180/2505] lr: 5.000e-04, eta: 2 days, 19:04:59, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6214, top5_acc: 0.8260, loss_cls: 1.5890, loss: 1.5890, grad_norm: 20.6299 2020-08-09 16:06:11,215 - mmaction - INFO - Epoch [8][2200/2505] lr: 5.000e-04, eta: 2 days, 19:04:12, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.6255, top5_acc: 0.8260, loss_cls: 1.5834, loss: 1.5834, grad_norm: 19.9853 2020-08-09 16:06:48,408 - mmaction - INFO - Epoch [8][2220/2505] lr: 5.000e-04, eta: 2 days, 19:03:26, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6276, top5_acc: 0.8281, loss_cls: 1.5610, loss: 1.5610, grad_norm: 20.2937 2020-08-09 16:07:25,612 - mmaction - INFO - Epoch [8][2240/2505] lr: 5.000e-04, eta: 2 days, 19:02:39, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6193, top5_acc: 0.8177, loss_cls: 1.6341, loss: 1.6341, grad_norm: 20.1843 2020-08-09 16:08:02,763 - mmaction - INFO - Epoch [8][2260/2505] lr: 5.000e-04, eta: 2 days, 19:01:52, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6333, top5_acc: 0.8234, loss_cls: 1.5858, loss: 1.5858, grad_norm: 18.5715 2020-08-09 16:08:39,999 - mmaction - INFO - Epoch [8][2280/2505] lr: 5.000e-04, eta: 2 days, 19:01:06, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6167, top5_acc: 0.8135, loss_cls: 1.6474, loss: 1.6474, grad_norm: 20.1024 2020-08-09 16:09:20,246 - mmaction - INFO - Epoch [8][2300/2505] lr: 5.000e-04, eta: 2 days, 19:00:39, time: 2.012, data_time: 0.001, memory: 8521, top1_acc: 0.6328, top5_acc: 0.8359, loss_cls: 1.5384, loss: 1.5384, grad_norm: 20.7127 2020-08-09 16:09:57,476 - mmaction - INFO - Epoch [8][2320/2505] lr: 5.000e-04, eta: 2 days, 18:59:53, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6151, top5_acc: 0.8172, loss_cls: 1.6430, loss: 1.6430, grad_norm: 19.3339 2020-08-09 16:10:34,633 - mmaction - INFO - Epoch [8][2340/2505] lr: 5.000e-04, eta: 2 days, 18:59:06, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6146, top5_acc: 0.8068, loss_cls: 1.6649, loss: 1.6649, grad_norm: 19.9663 2020-08-09 16:11:11,869 - mmaction - INFO - Epoch [8][2360/2505] lr: 5.000e-04, eta: 2 days, 18:58:20, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6495, top5_acc: 0.8323, loss_cls: 1.5300, loss: 1.5300, grad_norm: 18.9287 2020-08-09 16:11:49,044 - mmaction - INFO - Epoch [8][2380/2505] lr: 5.000e-04, eta: 2 days, 18:57:33, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6203, top5_acc: 0.8323, loss_cls: 1.5810, loss: 1.5810, grad_norm: 19.5002 2020-08-09 16:12:43,848 - mmaction - INFO - Epoch [8][2400/2505] lr: 5.000e-04, eta: 2 days, 18:58:38, time: 2.740, data_time: 0.001, memory: 8521, top1_acc: 0.6292, top5_acc: 0.8161, loss_cls: 1.6067, loss: 1.6067, grad_norm: 20.1573 2020-08-09 16:13:21,125 - mmaction - INFO - Epoch [8][2420/2505] lr: 5.000e-04, eta: 2 days, 18:57:52, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6193, top5_acc: 0.8104, loss_cls: 1.6723, loss: 1.6723, grad_norm: 19.0499 2020-08-09 16:13:58,381 - mmaction - INFO - Epoch [8][2440/2505] lr: 5.000e-04, eta: 2 days, 18:57:06, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6224, top5_acc: 0.8214, loss_cls: 1.6485, loss: 1.6485, grad_norm: 19.7538 2020-08-09 16:14:35,524 - mmaction - INFO - Epoch [8][2460/2505] lr: 5.000e-04, eta: 2 days, 18:56:19, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6328, top5_acc: 0.8380, loss_cls: 1.5358, loss: 1.5358, grad_norm: 19.2832 2020-08-09 16:15:12,796 - mmaction - INFO - Epoch [8][2480/2505] lr: 5.000e-04, eta: 2 days, 18:55:33, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6380, top5_acc: 0.8224, loss_cls: 1.5517, loss: 1.5517, grad_norm: 19.4966 2020-08-09 16:15:50,022 - mmaction - INFO - Epoch [8][2500/2505] lr: 5.000e-04, eta: 2 days, 18:54:47, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6234, top5_acc: 0.8125, loss_cls: 1.6017, loss: 1.6017, grad_norm: 19.8466 2020-08-09 16:16:04,962 - mmaction - INFO - Saving checkpoint at 8 epochs 2020-08-09 16:17:42,278 - mmaction - INFO - Epoch [9][20/2505] lr: 5.000e-04, eta: 2 days, 18:59:02, time: 4.830, data_time: 2.639, memory: 8521, top1_acc: 0.6302, top5_acc: 0.8375, loss_cls: 1.5367, loss: 1.5367, grad_norm: 20.2341 2020-08-09 16:18:19,758 - mmaction - INFO - Epoch [9][40/2505] lr: 5.000e-04, eta: 2 days, 18:58:17, time: 1.874, data_time: 0.006, memory: 8521, top1_acc: 0.6292, top5_acc: 0.8151, loss_cls: 1.5905, loss: 1.5905, grad_norm: 20.1370 2020-08-09 16:18:57,124 - mmaction - INFO - Epoch [9][60/2505] lr: 5.000e-04, eta: 2 days, 18:57:31, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6255, top5_acc: 0.8193, loss_cls: 1.6249, loss: 1.6249, grad_norm: 20.5799 2020-08-09 16:19:34,371 - mmaction - INFO - Epoch [9][80/2505] lr: 5.000e-04, eta: 2 days, 18:56:45, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6203, top5_acc: 0.8276, loss_cls: 1.5802, loss: 1.5802, grad_norm: 20.3261 2020-08-09 16:20:12,024 - mmaction - INFO - Epoch [9][100/2505] lr: 5.000e-04, eta: 2 days, 18:56:01, time: 1.883, data_time: 0.001, memory: 8521, top1_acc: 0.6240, top5_acc: 0.8255, loss_cls: 1.5940, loss: 1.5940, grad_norm: 20.4517 2020-08-09 16:20:49,399 - mmaction - INFO - Epoch [9][120/2505] lr: 5.000e-04, eta: 2 days, 18:55:15, time: 1.869, data_time: 0.002, memory: 8521, top1_acc: 0.6297, top5_acc: 0.8219, loss_cls: 1.5917, loss: 1.5917, grad_norm: 19.4198 2020-08-09 16:21:26,717 - mmaction - INFO - Epoch [9][140/2505] lr: 5.000e-04, eta: 2 days, 18:54:30, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6557, top5_acc: 0.8453, loss_cls: 1.4365, loss: 1.4365, grad_norm: 18.9197 2020-08-09 16:22:21,487 - mmaction - INFO - Epoch [9][160/2505] lr: 5.000e-04, eta: 2 days, 18:55:32, time: 2.738, data_time: 0.001, memory: 8521, top1_acc: 0.6401, top5_acc: 0.8339, loss_cls: 1.5124, loss: 1.5124, grad_norm: 20.5152 2020-08-09 16:22:58,726 - mmaction - INFO - Epoch [9][180/2505] lr: 5.000e-04, eta: 2 days, 18:54:45, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6495, top5_acc: 0.8266, loss_cls: 1.5456, loss: 1.5456, grad_norm: 19.9591 2020-08-09 16:23:36,022 - mmaction - INFO - Epoch [9][200/2505] lr: 5.000e-04, eta: 2 days, 18:53:59, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6286, top5_acc: 0.8271, loss_cls: 1.5758, loss: 1.5758, grad_norm: 19.6851 2020-08-09 16:24:13,298 - mmaction - INFO - Epoch [9][220/2505] lr: 5.000e-04, eta: 2 days, 18:53:13, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6406, top5_acc: 0.8234, loss_cls: 1.5808, loss: 1.5808, grad_norm: 19.5612 2020-08-09 16:24:50,562 - mmaction - INFO - Epoch [9][240/2505] lr: 5.000e-04, eta: 2 days, 18:52:27, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6438, top5_acc: 0.8255, loss_cls: 1.5660, loss: 1.5660, grad_norm: 19.9669 2020-08-09 16:25:27,905 - mmaction - INFO - Epoch [9][260/2505] lr: 5.000e-04, eta: 2 days, 18:51:41, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6229, top5_acc: 0.8182, loss_cls: 1.6364, loss: 1.6364, grad_norm: 20.2726 2020-08-09 16:26:05,272 - mmaction - INFO - Epoch [9][280/2505] lr: 5.000e-04, eta: 2 days, 18:50:55, time: 1.868, data_time: 0.004, memory: 8521, top1_acc: 0.6161, top5_acc: 0.8281, loss_cls: 1.6399, loss: 1.6399, grad_norm: 21.0605 2020-08-09 16:26:42,620 - mmaction - INFO - Epoch [9][300/2505] lr: 5.000e-04, eta: 2 days, 18:50:10, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6120, top5_acc: 0.8172, loss_cls: 1.6324, loss: 1.6324, grad_norm: 20.3178 2020-08-09 16:27:19,759 - mmaction - INFO - Epoch [9][320/2505] lr: 5.000e-04, eta: 2 days, 18:49:23, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6365, top5_acc: 0.8281, loss_cls: 1.5673, loss: 1.5673, grad_norm: 19.7907 2020-08-09 16:27:58,150 - mmaction - INFO - Epoch [9][340/2505] lr: 5.000e-04, eta: 2 days, 18:48:44, time: 1.920, data_time: 0.001, memory: 8521, top1_acc: 0.6464, top5_acc: 0.8490, loss_cls: 1.4730, loss: 1.4730, grad_norm: 19.4760 2020-08-09 16:28:35,296 - mmaction - INFO - Epoch [9][360/2505] lr: 5.000e-04, eta: 2 days, 18:47:57, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6354, top5_acc: 0.8354, loss_cls: 1.5698, loss: 1.5698, grad_norm: 19.4829 2020-08-09 16:29:12,589 - mmaction - INFO - Epoch [9][380/2505] lr: 5.000e-04, eta: 2 days, 18:47:11, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6281, top5_acc: 0.8359, loss_cls: 1.5361, loss: 1.5361, grad_norm: 20.6610 2020-08-09 16:29:51,694 - mmaction - INFO - Epoch [9][400/2505] lr: 5.000e-04, eta: 2 days, 18:46:36, time: 1.956, data_time: 0.001, memory: 8521, top1_acc: 0.6417, top5_acc: 0.8307, loss_cls: 1.5486, loss: 1.5486, grad_norm: 19.4437 2020-08-09 16:30:29,032 - mmaction - INFO - Epoch [9][420/2505] lr: 5.000e-04, eta: 2 days, 18:45:50, time: 1.866, data_time: 0.000, memory: 8521, top1_acc: 0.6229, top5_acc: 0.8156, loss_cls: 1.6026, loss: 1.6026, grad_norm: 19.1287 2020-08-09 16:31:06,401 - mmaction - INFO - Epoch [9][440/2505] lr: 5.000e-04, eta: 2 days, 18:45:05, time: 1.868, data_time: 0.005, memory: 8521, top1_acc: 0.6229, top5_acc: 0.8255, loss_cls: 1.6027, loss: 1.6027, grad_norm: 20.0698 2020-08-09 16:31:43,658 - mmaction - INFO - Epoch [9][460/2505] lr: 5.000e-04, eta: 2 days, 18:44:19, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6052, top5_acc: 0.8036, loss_cls: 1.6697, loss: 1.6697, grad_norm: 20.0012 2020-08-09 16:32:20,983 - mmaction - INFO - Epoch [9][480/2505] lr: 5.000e-04, eta: 2 days, 18:43:33, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6229, top5_acc: 0.8370, loss_cls: 1.5591, loss: 1.5591, grad_norm: 19.6596 2020-08-09 16:32:58,253 - mmaction - INFO - Epoch [9][500/2505] lr: 5.000e-04, eta: 2 days, 18:42:47, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6286, top5_acc: 0.8224, loss_cls: 1.5713, loss: 1.5713, grad_norm: 20.1768 2020-08-09 16:33:35,518 - mmaction - INFO - Epoch [9][520/2505] lr: 5.000e-04, eta: 2 days, 18:42:01, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6240, top5_acc: 0.8250, loss_cls: 1.5927, loss: 1.5927, grad_norm: 20.6203 2020-08-09 16:34:13,308 - mmaction - INFO - Epoch [9][540/2505] lr: 5.000e-04, eta: 2 days, 18:41:18, time: 1.889, data_time: 0.001, memory: 8521, top1_acc: 0.6302, top5_acc: 0.8187, loss_cls: 1.6058, loss: 1.6058, grad_norm: 18.8080 2020-08-09 16:34:50,533 - mmaction - INFO - Epoch [9][560/2505] lr: 5.000e-04, eta: 2 days, 18:40:32, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6427, top5_acc: 0.8443, loss_cls: 1.5136, loss: 1.5136, grad_norm: 19.5924 2020-08-09 16:35:27,921 - mmaction - INFO - Epoch [9][580/2505] lr: 5.000e-04, eta: 2 days, 18:39:47, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.5823, top5_acc: 0.8208, loss_cls: 1.6994, loss: 1.6994, grad_norm: 19.8128 2020-08-09 16:36:05,277 - mmaction - INFO - Epoch [9][600/2505] lr: 5.000e-04, eta: 2 days, 18:39:01, time: 1.868, data_time: 0.003, memory: 8521, top1_acc: 0.6266, top5_acc: 0.8240, loss_cls: 1.5357, loss: 1.5357, grad_norm: 20.5475 2020-08-09 16:36:42,490 - mmaction - INFO - Epoch [9][620/2505] lr: 5.000e-04, eta: 2 days, 18:38:15, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6318, top5_acc: 0.8120, loss_cls: 1.6125, loss: 1.6125, grad_norm: 20.2507 2020-08-09 16:37:19,958 - mmaction - INFO - Epoch [9][640/2505] lr: 5.000e-04, eta: 2 days, 18:37:30, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.6328, top5_acc: 0.8240, loss_cls: 1.5476, loss: 1.5476, grad_norm: 19.8178 2020-08-09 16:37:57,751 - mmaction - INFO - Epoch [9][660/2505] lr: 5.000e-04, eta: 2 days, 18:36:48, time: 1.890, data_time: 0.001, memory: 8521, top1_acc: 0.6318, top5_acc: 0.8115, loss_cls: 1.6011, loss: 1.6011, grad_norm: 20.0742 2020-08-09 16:38:35,131 - mmaction - INFO - Epoch [9][680/2505] lr: 5.000e-04, eta: 2 days, 18:36:02, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6130, top5_acc: 0.8188, loss_cls: 1.6453, loss: 1.6453, grad_norm: 19.5342 2020-08-09 16:39:12,485 - mmaction - INFO - Epoch [9][700/2505] lr: 5.000e-04, eta: 2 days, 18:35:17, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6203, top5_acc: 0.8302, loss_cls: 1.5590, loss: 1.5590, grad_norm: 21.0280 2020-08-09 16:39:49,839 - mmaction - INFO - Epoch [9][720/2505] lr: 5.000e-04, eta: 2 days, 18:34:32, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6307, top5_acc: 0.8313, loss_cls: 1.5636, loss: 1.5636, grad_norm: 20.4175 2020-08-09 16:40:27,220 - mmaction - INFO - Epoch [9][740/2505] lr: 5.000e-04, eta: 2 days, 18:33:47, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6250, top5_acc: 0.8172, loss_cls: 1.6145, loss: 1.6145, grad_norm: 20.0270 2020-08-09 16:41:04,583 - mmaction - INFO - Epoch [9][760/2505] lr: 5.000e-04, eta: 2 days, 18:33:01, time: 1.868, data_time: 0.004, memory: 8521, top1_acc: 0.6380, top5_acc: 0.8365, loss_cls: 1.5158, loss: 1.5158, grad_norm: 20.2311 2020-08-09 16:41:41,932 - mmaction - INFO - Epoch [9][780/2505] lr: 5.000e-04, eta: 2 days, 18:32:16, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6396, top5_acc: 0.8281, loss_cls: 1.5753, loss: 1.5753, grad_norm: 19.4889 2020-08-09 16:42:19,157 - mmaction - INFO - Epoch [9][800/2505] lr: 5.000e-04, eta: 2 days, 18:31:30, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6276, top5_acc: 0.8120, loss_cls: 1.6304, loss: 1.6304, grad_norm: 20.0463 2020-08-09 16:42:56,505 - mmaction - INFO - Epoch [9][820/2505] lr: 5.000e-04, eta: 2 days, 18:30:45, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6214, top5_acc: 0.8151, loss_cls: 1.6309, loss: 1.6309, grad_norm: 20.0359 2020-08-09 16:43:35,301 - mmaction - INFO - Epoch [9][840/2505] lr: 5.000e-04, eta: 2 days, 18:30:08, time: 1.940, data_time: 0.001, memory: 8521, top1_acc: 0.6130, top5_acc: 0.8312, loss_cls: 1.5781, loss: 1.5781, grad_norm: 19.5336 2020-08-09 16:44:12,488 - mmaction - INFO - Epoch [9][860/2505] lr: 5.000e-04, eta: 2 days, 18:29:22, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6339, top5_acc: 0.8307, loss_cls: 1.6062, loss: 1.6062, grad_norm: 20.5728 2020-08-09 16:44:49,718 - mmaction - INFO - Epoch [9][880/2505] lr: 5.000e-04, eta: 2 days, 18:28:36, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6240, top5_acc: 0.8120, loss_cls: 1.6121, loss: 1.6121, grad_norm: 19.8308 2020-08-09 16:45:45,402 - mmaction - INFO - Epoch [9][900/2505] lr: 5.000e-04, eta: 2 days, 18:29:39, time: 2.784, data_time: 0.001, memory: 8521, top1_acc: 0.6385, top5_acc: 0.8297, loss_cls: 1.5503, loss: 1.5503, grad_norm: 20.6773 2020-08-09 16:46:22,747 - mmaction - INFO - Epoch [9][920/2505] lr: 5.000e-04, eta: 2 days, 18:28:54, time: 1.867, data_time: 0.003, memory: 8521, top1_acc: 0.6359, top5_acc: 0.8271, loss_cls: 1.5559, loss: 1.5559, grad_norm: 20.3252 2020-08-09 16:47:01,038 - mmaction - INFO - Epoch [9][940/2505] lr: 5.000e-04, eta: 2 days, 18:28:14, time: 1.915, data_time: 0.001, memory: 8521, top1_acc: 0.6266, top5_acc: 0.8182, loss_cls: 1.6235, loss: 1.6235, grad_norm: 20.2685 2020-08-09 16:47:38,314 - mmaction - INFO - Epoch [9][960/2505] lr: 5.000e-04, eta: 2 days, 18:27:29, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6177, top5_acc: 0.8198, loss_cls: 1.5953, loss: 1.5953, grad_norm: 19.9542 2020-08-09 16:48:15,751 - mmaction - INFO - Epoch [9][980/2505] lr: 5.000e-04, eta: 2 days, 18:26:44, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.6234, top5_acc: 0.8172, loss_cls: 1.6324, loss: 1.6324, grad_norm: 20.1909 2020-08-09 16:48:54,185 - mmaction - INFO - Epoch [9][1000/2505] lr: 5.000e-04, eta: 2 days, 18:26:05, time: 1.922, data_time: 0.001, memory: 8521, top1_acc: 0.6307, top5_acc: 0.8307, loss_cls: 1.5351, loss: 1.5351, grad_norm: 19.5238 2020-08-09 16:49:31,693 - mmaction - INFO - Epoch [9][1020/2505] lr: 5.000e-04, eta: 2 days, 18:25:21, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.6339, top5_acc: 0.8172, loss_cls: 1.6055, loss: 1.6055, grad_norm: 20.1424 2020-08-09 16:50:26,761 - mmaction - INFO - Epoch [9][1040/2505] lr: 5.000e-04, eta: 2 days, 18:26:20, time: 2.753, data_time: 0.001, memory: 8521, top1_acc: 0.6385, top5_acc: 0.8276, loss_cls: 1.5311, loss: 1.5311, grad_norm: 19.9694 2020-08-09 16:51:05,514 - mmaction - INFO - Epoch [9][1060/2505] lr: 5.000e-04, eta: 2 days, 18:25:43, time: 1.938, data_time: 0.003, memory: 8521, top1_acc: 0.6422, top5_acc: 0.8333, loss_cls: 1.5324, loss: 1.5324, grad_norm: 20.6478 2020-08-09 16:51:42,829 - mmaction - INFO - Epoch [9][1080/2505] lr: 5.000e-04, eta: 2 days, 18:24:57, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6349, top5_acc: 0.8271, loss_cls: 1.5571, loss: 1.5571, grad_norm: 19.2848 2020-08-09 16:52:20,057 - mmaction - INFO - Epoch [9][1100/2505] lr: 5.000e-04, eta: 2 days, 18:24:11, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6547, top5_acc: 0.8406, loss_cls: 1.4750, loss: 1.4750, grad_norm: 20.0031 2020-08-09 16:52:57,328 - mmaction - INFO - Epoch [9][1120/2505] lr: 5.000e-04, eta: 2 days, 18:23:25, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6307, top5_acc: 0.8240, loss_cls: 1.5993, loss: 1.5993, grad_norm: 19.8282 2020-08-09 16:53:34,793 - mmaction - INFO - Epoch [9][1140/2505] lr: 5.000e-04, eta: 2 days, 18:22:41, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.6208, top5_acc: 0.8245, loss_cls: 1.5812, loss: 1.5812, grad_norm: 21.0844 2020-08-09 16:54:12,027 - mmaction - INFO - Epoch [9][1160/2505] lr: 5.000e-04, eta: 2 days, 18:21:55, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6281, top5_acc: 0.8260, loss_cls: 1.5717, loss: 1.5717, grad_norm: 20.0036 2020-08-09 16:54:49,434 - mmaction - INFO - Epoch [9][1180/2505] lr: 5.000e-04, eta: 2 days, 18:21:10, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6328, top5_acc: 0.8255, loss_cls: 1.5494, loss: 1.5494, grad_norm: 19.1818 2020-08-09 16:55:26,877 - mmaction - INFO - Epoch [9][1200/2505] lr: 5.000e-04, eta: 2 days, 18:20:25, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.6396, top5_acc: 0.8276, loss_cls: 1.5167, loss: 1.5167, grad_norm: 19.6366 2020-08-09 16:56:04,079 - mmaction - INFO - Epoch [9][1220/2505] lr: 5.000e-04, eta: 2 days, 18:19:39, time: 1.860, data_time: 0.003, memory: 8521, top1_acc: 0.6349, top5_acc: 0.8344, loss_cls: 1.5328, loss: 1.5328, grad_norm: 20.3170 2020-08-09 16:56:41,461 - mmaction - INFO - Epoch [9][1240/2505] lr: 5.000e-04, eta: 2 days, 18:18:54, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6495, top5_acc: 0.8260, loss_cls: 1.5329, loss: 1.5329, grad_norm: 19.8599 2020-08-09 16:57:18,889 - mmaction - INFO - Epoch [9][1260/2505] lr: 5.000e-04, eta: 2 days, 18:18:09, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.6281, top5_acc: 0.8245, loss_cls: 1.5608, loss: 1.5608, grad_norm: 19.9801 2020-08-09 16:57:56,075 - mmaction - INFO - Epoch [9][1280/2505] lr: 5.000e-04, eta: 2 days, 18:17:23, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6323, top5_acc: 0.8219, loss_cls: 1.5658, loss: 1.5658, grad_norm: 18.8059 2020-08-09 16:58:33,395 - mmaction - INFO - Epoch [9][1300/2505] lr: 5.000e-04, eta: 2 days, 18:16:38, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6297, top5_acc: 0.8229, loss_cls: 1.6165, loss: 1.6165, grad_norm: 19.6791 2020-08-09 16:59:10,678 - mmaction - INFO - Epoch [9][1320/2505] lr: 5.000e-04, eta: 2 days, 18:15:52, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6281, top5_acc: 0.8240, loss_cls: 1.5891, loss: 1.5891, grad_norm: 20.0854 2020-08-09 16:59:48,143 - mmaction - INFO - Epoch [9][1340/2505] lr: 5.000e-04, eta: 2 days, 18:15:08, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.6401, top5_acc: 0.8297, loss_cls: 1.5590, loss: 1.5590, grad_norm: 19.4425 2020-08-09 17:00:26,942 - mmaction - INFO - Epoch [9][1360/2505] lr: 5.000e-04, eta: 2 days, 18:14:31, time: 1.939, data_time: 0.001, memory: 8521, top1_acc: 0.6156, top5_acc: 0.8161, loss_cls: 1.6645, loss: 1.6645, grad_norm: 19.3128 2020-08-09 17:01:04,414 - mmaction - INFO - Epoch [9][1380/2505] lr: 5.000e-04, eta: 2 days, 18:13:46, time: 1.874, data_time: 0.010, memory: 8521, top1_acc: 0.6266, top5_acc: 0.8234, loss_cls: 1.5570, loss: 1.5570, grad_norm: 20.0748 2020-08-09 17:01:41,729 - mmaction - INFO - Epoch [9][1400/2505] lr: 5.000e-04, eta: 2 days, 18:13:01, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6297, top5_acc: 0.8281, loss_cls: 1.5842, loss: 1.5842, grad_norm: 19.8314 2020-08-09 17:02:21,099 - mmaction - INFO - Epoch [9][1420/2505] lr: 5.000e-04, eta: 2 days, 18:12:28, time: 1.969, data_time: 0.001, memory: 8521, top1_acc: 0.6380, top5_acc: 0.8250, loss_cls: 1.5785, loss: 1.5785, grad_norm: 20.3183 2020-08-09 17:02:58,258 - mmaction - INFO - Epoch [9][1440/2505] lr: 5.000e-04, eta: 2 days, 18:11:41, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6339, top5_acc: 0.8141, loss_cls: 1.5682, loss: 1.5682, grad_norm: 18.4721 2020-08-09 17:03:35,484 - mmaction - INFO - Epoch [9][1460/2505] lr: 5.000e-04, eta: 2 days, 18:10:56, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6052, top5_acc: 0.8193, loss_cls: 1.6200, loss: 1.6200, grad_norm: 19.9808 2020-08-09 17:04:13,692 - mmaction - INFO - Epoch [9][1480/2505] lr: 5.000e-04, eta: 2 days, 18:10:16, time: 1.910, data_time: 0.001, memory: 8521, top1_acc: 0.6198, top5_acc: 0.8151, loss_cls: 1.6112, loss: 1.6112, grad_norm: 19.4414 2020-08-09 17:05:08,100 - mmaction - INFO - Epoch [9][1500/2505] lr: 5.000e-04, eta: 2 days, 18:11:08, time: 2.720, data_time: 0.001, memory: 8521, top1_acc: 0.6479, top5_acc: 0.8375, loss_cls: 1.4986, loss: 1.4986, grad_norm: 19.6586 2020-08-09 17:05:46,066 - mmaction - INFO - Epoch [9][1520/2505] lr: 5.000e-04, eta: 2 days, 18:10:27, time: 1.898, data_time: 0.002, memory: 8521, top1_acc: 0.6422, top5_acc: 0.8313, loss_cls: 1.5348, loss: 1.5348, grad_norm: 20.3747 2020-08-09 17:06:23,339 - mmaction - INFO - Epoch [9][1540/2505] lr: 5.000e-04, eta: 2 days, 18:09:41, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6370, top5_acc: 0.8234, loss_cls: 1.5448, loss: 1.5448, grad_norm: 19.4172 2020-08-09 17:07:00,575 - mmaction - INFO - Epoch [9][1560/2505] lr: 5.000e-04, eta: 2 days, 18:08:55, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6156, top5_acc: 0.8177, loss_cls: 1.6763, loss: 1.6763, grad_norm: 19.4564 2020-08-09 17:07:37,907 - mmaction - INFO - Epoch [9][1580/2505] lr: 5.000e-04, eta: 2 days, 18:08:10, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6125, top5_acc: 0.8146, loss_cls: 1.6547, loss: 1.6547, grad_norm: 19.8365 2020-08-09 17:08:15,279 - mmaction - INFO - Epoch [9][1600/2505] lr: 5.000e-04, eta: 2 days, 18:07:25, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6245, top5_acc: 0.8302, loss_cls: 1.6020, loss: 1.6020, grad_norm: 20.6863 2020-08-09 17:08:52,631 - mmaction - INFO - Epoch [9][1620/2505] lr: 5.000e-04, eta: 2 days, 18:06:40, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6313, top5_acc: 0.8313, loss_cls: 1.5370, loss: 1.5370, grad_norm: 18.9222 2020-08-09 17:09:29,841 - mmaction - INFO - Epoch [9][1640/2505] lr: 5.000e-04, eta: 2 days, 18:05:54, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6167, top5_acc: 0.8141, loss_cls: 1.6333, loss: 1.6333, grad_norm: 20.1808 2020-08-09 17:10:07,123 - mmaction - INFO - Epoch [9][1660/2505] lr: 5.000e-04, eta: 2 days, 18:05:09, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6182, top5_acc: 0.8161, loss_cls: 1.6394, loss: 1.6394, grad_norm: 19.2309 2020-08-09 17:10:44,374 - mmaction - INFO - Epoch [9][1680/2505] lr: 5.000e-04, eta: 2 days, 18:04:23, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6422, top5_acc: 0.8406, loss_cls: 1.5268, loss: 1.5268, grad_norm: 20.0189 2020-08-09 17:11:21,635 - mmaction - INFO - Epoch [9][1700/2505] lr: 5.000e-04, eta: 2 days, 18:03:38, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6307, top5_acc: 0.8427, loss_cls: 1.5074, loss: 1.5074, grad_norm: 20.4866 2020-08-09 17:11:58,866 - mmaction - INFO - Epoch [9][1720/2505] lr: 5.000e-04, eta: 2 days, 18:02:52, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6260, top5_acc: 0.8323, loss_cls: 1.5613, loss: 1.5613, grad_norm: 20.1020 2020-08-09 17:12:36,078 - mmaction - INFO - Epoch [9][1740/2505] lr: 5.000e-04, eta: 2 days, 18:02:06, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6359, top5_acc: 0.8260, loss_cls: 1.5808, loss: 1.5808, grad_norm: 19.3866 2020-08-09 17:13:13,301 - mmaction - INFO - Epoch [9][1760/2505] lr: 5.000e-04, eta: 2 days, 18:01:21, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6328, top5_acc: 0.8365, loss_cls: 1.5578, loss: 1.5578, grad_norm: 19.4623 2020-08-09 17:13:50,684 - mmaction - INFO - Epoch [9][1780/2505] lr: 5.000e-04, eta: 2 days, 18:00:36, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6224, top5_acc: 0.8318, loss_cls: 1.5587, loss: 1.5587, grad_norm: 20.8540 2020-08-09 17:14:28,041 - mmaction - INFO - Epoch [9][1800/2505] lr: 5.000e-04, eta: 2 days, 17:59:51, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6286, top5_acc: 0.8234, loss_cls: 1.5723, loss: 1.5723, grad_norm: 19.4168 2020-08-09 17:15:06,514 - mmaction - INFO - Epoch [9][1820/2505] lr: 5.000e-04, eta: 2 days, 17:59:12, time: 1.924, data_time: 0.061, memory: 8521, top1_acc: 0.6516, top5_acc: 0.8276, loss_cls: 1.5112, loss: 1.5112, grad_norm: 19.9988 2020-08-09 17:15:43,748 - mmaction - INFO - Epoch [9][1840/2505] lr: 5.000e-04, eta: 2 days, 17:58:27, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6380, top5_acc: 0.8349, loss_cls: 1.5298, loss: 1.5298, grad_norm: 20.5717 2020-08-09 17:16:21,009 - mmaction - INFO - Epoch [9][1860/2505] lr: 5.000e-04, eta: 2 days, 17:57:41, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6208, top5_acc: 0.8224, loss_cls: 1.6188, loss: 1.6188, grad_norm: 20.1457 2020-08-09 17:16:58,339 - mmaction - INFO - Epoch [9][1880/2505] lr: 5.000e-04, eta: 2 days, 17:56:56, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6193, top5_acc: 0.8245, loss_cls: 1.6158, loss: 1.6158, grad_norm: 19.7924 2020-08-09 17:17:35,651 - mmaction - INFO - Epoch [9][1900/2505] lr: 5.000e-04, eta: 2 days, 17:56:11, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6458, top5_acc: 0.8302, loss_cls: 1.5076, loss: 1.5076, grad_norm: 20.1080 2020-08-09 17:18:12,870 - mmaction - INFO - Epoch [9][1920/2505] lr: 5.000e-04, eta: 2 days, 17:55:26, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6250, top5_acc: 0.8104, loss_cls: 1.6212, loss: 1.6212, grad_norm: 19.4802 2020-08-09 17:18:50,186 - mmaction - INFO - Epoch [9][1940/2505] lr: 5.000e-04, eta: 2 days, 17:54:41, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6286, top5_acc: 0.8224, loss_cls: 1.5883, loss: 1.5883, grad_norm: 20.8209 2020-08-09 17:19:45,245 - mmaction - INFO - Epoch [9][1960/2505] lr: 5.000e-04, eta: 2 days, 17:55:35, time: 2.753, data_time: 0.001, memory: 8521, top1_acc: 0.6370, top5_acc: 0.8276, loss_cls: 1.5978, loss: 1.5978, grad_norm: 19.3768 2020-08-09 17:20:22,496 - mmaction - INFO - Epoch [9][1980/2505] lr: 5.000e-04, eta: 2 days, 17:54:49, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6193, top5_acc: 0.8115, loss_cls: 1.6116, loss: 1.6116, grad_norm: 18.8959 2020-08-09 17:20:59,870 - mmaction - INFO - Epoch [9][2000/2505] lr: 5.000e-04, eta: 2 days, 17:54:05, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6464, top5_acc: 0.8328, loss_cls: 1.5319, loss: 1.5319, grad_norm: 19.0616 2020-08-09 17:21:37,239 - mmaction - INFO - Epoch [9][2020/2505] lr: 5.000e-04, eta: 2 days, 17:53:20, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6349, top5_acc: 0.8208, loss_cls: 1.5958, loss: 1.5958, grad_norm: 20.2738 2020-08-09 17:22:31,503 - mmaction - INFO - Epoch [9][2040/2505] lr: 5.000e-04, eta: 2 days, 17:54:09, time: 2.713, data_time: 0.001, memory: 8521, top1_acc: 0.6255, top5_acc: 0.8193, loss_cls: 1.5752, loss: 1.5752, grad_norm: 19.9734 2020-08-09 17:23:08,828 - mmaction - INFO - Epoch [9][2060/2505] lr: 5.000e-04, eta: 2 days, 17:53:24, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6198, top5_acc: 0.8245, loss_cls: 1.5594, loss: 1.5594, grad_norm: 19.5153 2020-08-09 17:23:46,192 - mmaction - INFO - Epoch [9][2080/2505] lr: 5.000e-04, eta: 2 days, 17:52:39, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6260, top5_acc: 0.8250, loss_cls: 1.5974, loss: 1.5974, grad_norm: 20.3281 2020-08-09 17:24:24,679 - mmaction - INFO - Epoch [9][2100/2505] lr: 5.000e-04, eta: 2 days, 17:52:01, time: 1.924, data_time: 0.001, memory: 8521, top1_acc: 0.6292, top5_acc: 0.8135, loss_cls: 1.6015, loss: 1.6015, grad_norm: 20.1489 2020-08-09 17:25:01,992 - mmaction - INFO - Epoch [9][2120/2505] lr: 5.000e-04, eta: 2 days, 17:51:15, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6031, top5_acc: 0.8120, loss_cls: 1.6697, loss: 1.6697, grad_norm: 19.6669 2020-08-09 17:25:39,303 - mmaction - INFO - Epoch [9][2140/2505] lr: 5.000e-04, eta: 2 days, 17:50:30, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6307, top5_acc: 0.8240, loss_cls: 1.5850, loss: 1.5850, grad_norm: 20.3683 2020-08-09 17:26:16,681 - mmaction - INFO - Epoch [9][2160/2505] lr: 5.000e-04, eta: 2 days, 17:49:46, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6583, top5_acc: 0.8359, loss_cls: 1.5255, loss: 1.5255, grad_norm: 19.8380 2020-08-09 17:26:53,965 - mmaction - INFO - Epoch [9][2180/2505] lr: 5.000e-04, eta: 2 days, 17:49:00, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6464, top5_acc: 0.8292, loss_cls: 1.5127, loss: 1.5127, grad_norm: 19.6201 2020-08-09 17:27:31,221 - mmaction - INFO - Epoch [9][2200/2505] lr: 5.000e-04, eta: 2 days, 17:48:15, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6563, top5_acc: 0.8396, loss_cls: 1.4673, loss: 1.4673, grad_norm: 19.7775 2020-08-09 17:28:10,061 - mmaction - INFO - Epoch [9][2220/2505] lr: 5.000e-04, eta: 2 days, 17:47:38, time: 1.942, data_time: 0.001, memory: 8521, top1_acc: 0.6422, top5_acc: 0.8281, loss_cls: 1.5764, loss: 1.5764, grad_norm: 20.1821 2020-08-09 17:28:47,322 - mmaction - INFO - Epoch [9][2240/2505] lr: 5.000e-04, eta: 2 days, 17:46:53, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6281, top5_acc: 0.8219, loss_cls: 1.6241, loss: 1.6241, grad_norm: 20.6591 2020-08-09 17:29:24,595 - mmaction - INFO - Epoch [9][2260/2505] lr: 5.000e-04, eta: 2 days, 17:46:08, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6427, top5_acc: 0.8245, loss_cls: 1.5479, loss: 1.5479, grad_norm: 18.9767 2020-08-09 17:30:02,919 - mmaction - INFO - Epoch [9][2280/2505] lr: 5.000e-04, eta: 2 days, 17:45:28, time: 1.916, data_time: 0.001, memory: 8521, top1_acc: 0.6245, top5_acc: 0.8271, loss_cls: 1.5971, loss: 1.5971, grad_norm: 20.1154 2020-08-09 17:30:40,270 - mmaction - INFO - Epoch [9][2300/2505] lr: 5.000e-04, eta: 2 days, 17:44:43, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6167, top5_acc: 0.8141, loss_cls: 1.6416, loss: 1.6416, grad_norm: 20.1814 2020-08-09 17:31:17,602 - mmaction - INFO - Epoch [9][2320/2505] lr: 5.000e-04, eta: 2 days, 17:43:58, time: 1.867, data_time: 0.002, memory: 8521, top1_acc: 0.6359, top5_acc: 0.8260, loss_cls: 1.5622, loss: 1.5622, grad_norm: 19.7806 2020-08-09 17:31:55,943 - mmaction - INFO - Epoch [9][2340/2505] lr: 5.000e-04, eta: 2 days, 17:43:19, time: 1.917, data_time: 0.001, memory: 8521, top1_acc: 0.6266, top5_acc: 0.8214, loss_cls: 1.5803, loss: 1.5803, grad_norm: 20.0886 2020-08-09 17:32:33,251 - mmaction - INFO - Epoch [9][2360/2505] lr: 5.000e-04, eta: 2 days, 17:42:34, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6396, top5_acc: 0.8276, loss_cls: 1.5580, loss: 1.5580, grad_norm: 20.2880 2020-08-09 17:33:10,645 - mmaction - INFO - Epoch [9][2380/2505] lr: 5.000e-04, eta: 2 days, 17:41:49, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6198, top5_acc: 0.8323, loss_cls: 1.5979, loss: 1.5979, grad_norm: 19.5520 2020-08-09 17:33:48,088 - mmaction - INFO - Epoch [9][2400/2505] lr: 5.000e-04, eta: 2 days, 17:41:05, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.6323, top5_acc: 0.8323, loss_cls: 1.5316, loss: 1.5316, grad_norm: 19.5399 2020-08-09 17:34:25,367 - mmaction - INFO - Epoch [9][2420/2505] lr: 5.000e-04, eta: 2 days, 17:40:20, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6255, top5_acc: 0.8266, loss_cls: 1.5792, loss: 1.5792, grad_norm: 20.0137 2020-08-09 17:35:19,947 - mmaction - INFO - Epoch [9][2440/2505] lr: 5.000e-04, eta: 2 days, 17:41:09, time: 2.729, data_time: 0.001, memory: 8521, top1_acc: 0.6229, top5_acc: 0.8245, loss_cls: 1.6317, loss: 1.6317, grad_norm: 19.7833 2020-08-09 17:35:57,223 - mmaction - INFO - Epoch [9][2460/2505] lr: 5.000e-04, eta: 2 days, 17:40:24, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6193, top5_acc: 0.8198, loss_cls: 1.6445, loss: 1.6445, grad_norm: 19.3155 2020-08-09 17:36:34,475 - mmaction - INFO - Epoch [9][2480/2505] lr: 5.000e-04, eta: 2 days, 17:39:39, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6516, top5_acc: 0.8448, loss_cls: 1.5222, loss: 1.5222, grad_norm: 18.4128 2020-08-09 17:38:01,007 - mmaction - INFO - Epoch [9][2500/2505] lr: 5.000e-04, eta: 2 days, 17:43:22, time: 4.327, data_time: 0.001, memory: 8521, top1_acc: 0.6156, top5_acc: 0.8245, loss_cls: 1.6223, loss: 1.6223, grad_norm: 19.6969 2020-08-09 17:39:52,002 - mmaction - INFO - Epoch [10][20/2505] lr: 5.000e-04, eta: 2 days, 17:46:53, time: 4.791, data_time: 2.563, memory: 8521, top1_acc: 0.6349, top5_acc: 0.8344, loss_cls: 1.5215, loss: 1.5215, grad_norm: 19.6404 2020-08-09 17:40:29,993 - mmaction - INFO - Epoch [10][40/2505] lr: 5.000e-04, eta: 2 days, 17:46:11, time: 1.900, data_time: 0.007, memory: 8521, top1_acc: 0.6302, top5_acc: 0.8281, loss_cls: 1.5711, loss: 1.5711, grad_norm: 19.7554 2020-08-09 17:41:07,348 - mmaction - INFO - Epoch [10][60/2505] lr: 5.000e-04, eta: 2 days, 17:45:25, time: 1.868, data_time: 0.002, memory: 8521, top1_acc: 0.6563, top5_acc: 0.8458, loss_cls: 1.4566, loss: 1.4566, grad_norm: 19.2078 2020-08-09 17:41:44,663 - mmaction - INFO - Epoch [10][80/2505] lr: 5.000e-04, eta: 2 days, 17:44:40, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6490, top5_acc: 0.8344, loss_cls: 1.5196, loss: 1.5196, grad_norm: 19.6467 2020-08-09 17:42:22,137 - mmaction - INFO - Epoch [10][100/2505] lr: 5.000e-04, eta: 2 days, 17:43:55, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.6510, top5_acc: 0.8380, loss_cls: 1.4820, loss: 1.4820, grad_norm: 19.7380 2020-08-09 17:42:59,537 - mmaction - INFO - Epoch [10][120/2505] lr: 5.000e-04, eta: 2 days, 17:43:10, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6313, top5_acc: 0.8255, loss_cls: 1.5602, loss: 1.5602, grad_norm: 19.6962 2020-08-09 17:43:37,001 - mmaction - INFO - Epoch [10][140/2505] lr: 5.000e-04, eta: 2 days, 17:42:26, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.6479, top5_acc: 0.8427, loss_cls: 1.4482, loss: 1.4482, grad_norm: 19.3933 2020-08-09 17:44:14,371 - mmaction - INFO - Epoch [10][160/2505] lr: 5.000e-04, eta: 2 days, 17:41:40, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6563, top5_acc: 0.8313, loss_cls: 1.5391, loss: 1.5391, grad_norm: 19.7744 2020-08-09 17:44:53,492 - mmaction - INFO - Epoch [10][180/2505] lr: 5.000e-04, eta: 2 days, 17:41:05, time: 1.956, data_time: 0.001, memory: 8521, top1_acc: 0.6505, top5_acc: 0.8396, loss_cls: 1.4978, loss: 1.4978, grad_norm: 19.6194 2020-08-09 17:45:30,897 - mmaction - INFO - Epoch [10][200/2505] lr: 5.000e-04, eta: 2 days, 17:40:20, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6401, top5_acc: 0.8255, loss_cls: 1.5727, loss: 1.5727, grad_norm: 19.8064 2020-08-09 17:46:10,011 - mmaction - INFO - Epoch [10][220/2505] lr: 5.000e-04, eta: 2 days, 17:39:44, time: 1.956, data_time: 0.091, memory: 8521, top1_acc: 0.6438, top5_acc: 0.8391, loss_cls: 1.5080, loss: 1.5080, grad_norm: 19.2533 2020-08-09 17:46:50,402 - mmaction - INFO - Epoch [10][240/2505] lr: 5.000e-04, eta: 2 days, 17:39:15, time: 2.020, data_time: 0.001, memory: 8521, top1_acc: 0.6573, top5_acc: 0.8250, loss_cls: 1.5352, loss: 1.5352, grad_norm: 19.3672 2020-08-09 17:47:28,006 - mmaction - INFO - Epoch [10][260/2505] lr: 5.000e-04, eta: 2 days, 17:38:31, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.6406, top5_acc: 0.8245, loss_cls: 1.5142, loss: 1.5142, grad_norm: 18.5317 2020-08-09 17:48:05,305 - mmaction - INFO - Epoch [10][280/2505] lr: 5.000e-04, eta: 2 days, 17:37:46, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6396, top5_acc: 0.8354, loss_cls: 1.4905, loss: 1.4905, grad_norm: 19.7510 2020-08-09 17:48:42,591 - mmaction - INFO - Epoch [10][300/2505] lr: 5.000e-04, eta: 2 days, 17:37:00, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6318, top5_acc: 0.8208, loss_cls: 1.5976, loss: 1.5976, grad_norm: 19.7424 2020-08-09 17:49:19,896 - mmaction - INFO - Epoch [10][320/2505] lr: 5.000e-04, eta: 2 days, 17:36:15, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6349, top5_acc: 0.8302, loss_cls: 1.5665, loss: 1.5665, grad_norm: 20.3773 2020-08-09 17:49:57,270 - mmaction - INFO - Epoch [10][340/2505] lr: 5.000e-04, eta: 2 days, 17:35:30, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6385, top5_acc: 0.8427, loss_cls: 1.5318, loss: 1.5318, grad_norm: 20.6414 2020-08-09 17:50:34,506 - mmaction - INFO - Epoch [10][360/2505] lr: 5.000e-04, eta: 2 days, 17:34:44, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6313, top5_acc: 0.8271, loss_cls: 1.5758, loss: 1.5758, grad_norm: 20.2083 2020-08-09 17:51:12,037 - mmaction - INFO - Epoch [10][380/2505] lr: 5.000e-04, eta: 2 days, 17:34:00, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.6219, top5_acc: 0.8234, loss_cls: 1.5988, loss: 1.5988, grad_norm: 20.7819 2020-08-09 17:51:49,268 - mmaction - INFO - Epoch [10][400/2505] lr: 5.000e-04, eta: 2 days, 17:33:14, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6406, top5_acc: 0.8427, loss_cls: 1.5174, loss: 1.5174, grad_norm: 20.1253 2020-08-09 17:52:26,501 - mmaction - INFO - Epoch [10][420/2505] lr: 5.000e-04, eta: 2 days, 17:32:28, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6318, top5_acc: 0.8229, loss_cls: 1.5702, loss: 1.5702, grad_norm: 19.8616 2020-08-09 17:53:03,900 - mmaction - INFO - Epoch [10][440/2505] lr: 5.000e-04, eta: 2 days, 17:31:43, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6448, top5_acc: 0.8281, loss_cls: 1.5471, loss: 1.5471, grad_norm: 18.3314 2020-08-09 17:53:41,138 - mmaction - INFO - Epoch [10][460/2505] lr: 5.000e-04, eta: 2 days, 17:30:58, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6182, top5_acc: 0.8151, loss_cls: 1.6426, loss: 1.6426, grad_norm: 19.4590 2020-08-09 17:54:18,438 - mmaction - INFO - Epoch [10][480/2505] lr: 5.000e-04, eta: 2 days, 17:30:12, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6375, top5_acc: 0.8375, loss_cls: 1.5382, loss: 1.5382, grad_norm: 18.9963 2020-08-09 17:54:57,248 - mmaction - INFO - Epoch [10][500/2505] lr: 5.000e-04, eta: 2 days, 17:29:35, time: 1.940, data_time: 0.001, memory: 8521, top1_acc: 0.6526, top5_acc: 0.8328, loss_cls: 1.5190, loss: 1.5190, grad_norm: 19.6540 2020-08-09 17:55:34,666 - mmaction - INFO - Epoch [10][520/2505] lr: 5.000e-04, eta: 2 days, 17:28:50, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.6286, top5_acc: 0.8214, loss_cls: 1.5833, loss: 1.5833, grad_norm: 18.9691 2020-08-09 17:56:14,199 - mmaction - INFO - Epoch [10][540/2505] lr: 5.000e-04, eta: 2 days, 17:28:17, time: 1.977, data_time: 0.001, memory: 8521, top1_acc: 0.6313, top5_acc: 0.8406, loss_cls: 1.5484, loss: 1.5484, grad_norm: 20.0767 2020-08-09 17:56:51,405 - mmaction - INFO - Epoch [10][560/2505] lr: 5.000e-04, eta: 2 days, 17:27:31, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6578, top5_acc: 0.8411, loss_cls: 1.5074, loss: 1.5074, grad_norm: 20.1126 2020-08-09 17:57:28,606 - mmaction - INFO - Epoch [10][580/2505] lr: 5.000e-04, eta: 2 days, 17:26:45, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6474, top5_acc: 0.8349, loss_cls: 1.4957, loss: 1.4957, grad_norm: 19.8089 2020-08-09 17:58:05,939 - mmaction - INFO - Epoch [10][600/2505] lr: 5.000e-04, eta: 2 days, 17:26:00, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6307, top5_acc: 0.8297, loss_cls: 1.5666, loss: 1.5666, grad_norm: 19.4973 2020-08-09 17:58:43,046 - mmaction - INFO - Epoch [10][620/2505] lr: 5.000e-04, eta: 2 days, 17:25:14, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.6516, top5_acc: 0.8302, loss_cls: 1.5072, loss: 1.5072, grad_norm: 18.7133 2020-08-09 17:59:20,242 - mmaction - INFO - Epoch [10][640/2505] lr: 5.000e-04, eta: 2 days, 17:24:28, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6505, top5_acc: 0.8453, loss_cls: 1.4488, loss: 1.4488, grad_norm: 19.4646 2020-08-09 17:59:57,345 - mmaction - INFO - Epoch [10][660/2505] lr: 5.000e-04, eta: 2 days, 17:23:42, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.6333, top5_acc: 0.8292, loss_cls: 1.5965, loss: 1.5965, grad_norm: 19.5257 2020-08-09 18:00:36,040 - mmaction - INFO - Epoch [10][680/2505] lr: 5.000e-04, eta: 2 days, 17:23:04, time: 1.933, data_time: 0.001, memory: 8521, top1_acc: 0.6307, top5_acc: 0.8365, loss_cls: 1.5445, loss: 1.5445, grad_norm: 20.5332 2020-08-09 18:01:13,456 - mmaction - INFO - Epoch [10][700/2505] lr: 5.000e-04, eta: 2 days, 17:22:19, time: 1.872, data_time: 0.010, memory: 8521, top1_acc: 0.6380, top5_acc: 0.8406, loss_cls: 1.5380, loss: 1.5380, grad_norm: 20.2271 2020-08-09 18:01:51,577 - mmaction - INFO - Epoch [10][720/2505] lr: 5.000e-04, eta: 2 days, 17:21:38, time: 1.906, data_time: 0.001, memory: 8521, top1_acc: 0.6453, top5_acc: 0.8354, loss_cls: 1.5322, loss: 1.5322, grad_norm: 20.6176 2020-08-09 18:02:29,644 - mmaction - INFO - Epoch [10][740/2505] lr: 5.000e-04, eta: 2 days, 17:20:57, time: 1.903, data_time: 0.001, memory: 8521, top1_acc: 0.6422, top5_acc: 0.8333, loss_cls: 1.5111, loss: 1.5111, grad_norm: 19.8455 2020-08-09 18:03:06,887 - mmaction - INFO - Epoch [10][760/2505] lr: 5.000e-04, eta: 2 days, 17:20:12, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6328, top5_acc: 0.8307, loss_cls: 1.5599, loss: 1.5599, grad_norm: 20.0915 2020-08-09 18:03:44,124 - mmaction - INFO - Epoch [10][780/2505] lr: 5.000e-04, eta: 2 days, 17:19:26, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6333, top5_acc: 0.8115, loss_cls: 1.6075, loss: 1.6075, grad_norm: 19.5068 2020-08-09 18:04:21,356 - mmaction - INFO - Epoch [10][800/2505] lr: 5.000e-04, eta: 2 days, 17:18:41, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6271, top5_acc: 0.8161, loss_cls: 1.6028, loss: 1.6028, grad_norm: 20.6893 2020-08-09 18:06:08,999 - mmaction - INFO - Epoch [10][820/2505] lr: 5.000e-04, eta: 2 days, 17:24:03, time: 5.382, data_time: 0.001, memory: 8521, top1_acc: 0.6411, top5_acc: 0.8354, loss_cls: 1.5303, loss: 1.5303, grad_norm: 20.0187 2020-08-09 18:06:46,362 - mmaction - INFO - Epoch [10][840/2505] lr: 5.000e-04, eta: 2 days, 17:23:17, time: 1.869, data_time: 0.006, memory: 8521, top1_acc: 0.6406, top5_acc: 0.8391, loss_cls: 1.5189, loss: 1.5189, grad_norm: 19.2456 2020-08-09 18:07:23,488 - mmaction - INFO - Epoch [10][860/2505] lr: 5.000e-04, eta: 2 days, 17:22:31, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.6375, top5_acc: 0.8255, loss_cls: 1.5741, loss: 1.5741, grad_norm: 20.3810 2020-08-09 18:08:00,828 - mmaction - INFO - Epoch [10][880/2505] lr: 5.000e-04, eta: 2 days, 17:21:46, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6365, top5_acc: 0.8313, loss_cls: 1.5660, loss: 1.5660, grad_norm: 19.7443 2020-08-09 18:08:38,026 - mmaction - INFO - Epoch [10][900/2505] lr: 5.000e-04, eta: 2 days, 17:21:00, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6276, top5_acc: 0.8156, loss_cls: 1.5749, loss: 1.5749, grad_norm: 19.2746 2020-08-09 18:09:15,356 - mmaction - INFO - Epoch [10][920/2505] lr: 5.000e-04, eta: 2 days, 17:20:14, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6365, top5_acc: 0.8318, loss_cls: 1.5418, loss: 1.5418, grad_norm: 20.0690 2020-08-09 18:09:53,700 - mmaction - INFO - Epoch [10][940/2505] lr: 5.000e-04, eta: 2 days, 17:19:34, time: 1.917, data_time: 0.001, memory: 8521, top1_acc: 0.6224, top5_acc: 0.8302, loss_cls: 1.5726, loss: 1.5726, grad_norm: 20.8102 2020-08-09 18:10:32,247 - mmaction - INFO - Epoch [10][960/2505] lr: 5.000e-04, eta: 2 days, 17:18:55, time: 1.927, data_time: 0.001, memory: 8521, top1_acc: 0.6302, top5_acc: 0.8292, loss_cls: 1.5892, loss: 1.5892, grad_norm: 20.1491 2020-08-09 18:11:09,981 - mmaction - INFO - Epoch [10][980/2505] lr: 5.000e-04, eta: 2 days, 17:18:12, time: 1.887, data_time: 0.003, memory: 8521, top1_acc: 0.6354, top5_acc: 0.8380, loss_cls: 1.5484, loss: 1.5484, grad_norm: 20.0860 2020-08-09 18:11:47,217 - mmaction - INFO - Epoch [10][1000/2505] lr: 5.000e-04, eta: 2 days, 17:17:27, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6161, top5_acc: 0.8271, loss_cls: 1.6281, loss: 1.6281, grad_norm: 19.9012 2020-08-09 18:12:25,469 - mmaction - INFO - Epoch [10][1020/2505] lr: 5.000e-04, eta: 2 days, 17:16:46, time: 1.912, data_time: 0.001, memory: 8521, top1_acc: 0.6380, top5_acc: 0.8328, loss_cls: 1.5147, loss: 1.5147, grad_norm: 19.7253 2020-08-09 18:13:02,853 - mmaction - INFO - Epoch [10][1040/2505] lr: 5.000e-04, eta: 2 days, 17:16:01, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6271, top5_acc: 0.8120, loss_cls: 1.6225, loss: 1.6225, grad_norm: 19.6501 2020-08-09 18:13:39,947 - mmaction - INFO - Epoch [10][1060/2505] lr: 5.000e-04, eta: 2 days, 17:15:15, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.6396, top5_acc: 0.8255, loss_cls: 1.5368, loss: 1.5368, grad_norm: 20.8907 2020-08-09 18:14:17,176 - mmaction - INFO - Epoch [10][1080/2505] lr: 5.000e-04, eta: 2 days, 17:14:29, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6328, top5_acc: 0.8203, loss_cls: 1.5771, loss: 1.5771, grad_norm: 18.8031 2020-08-09 18:14:54,450 - mmaction - INFO - Epoch [10][1100/2505] lr: 5.000e-04, eta: 2 days, 17:13:43, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6349, top5_acc: 0.8245, loss_cls: 1.5376, loss: 1.5376, grad_norm: 19.4680 2020-08-09 18:15:32,502 - mmaction - INFO - Epoch [10][1120/2505] lr: 5.000e-04, eta: 2 days, 17:13:02, time: 1.903, data_time: 0.001, memory: 8521, top1_acc: 0.6266, top5_acc: 0.8391, loss_cls: 1.5637, loss: 1.5637, grad_norm: 20.4401 2020-08-09 18:16:09,747 - mmaction - INFO - Epoch [10][1140/2505] lr: 5.000e-04, eta: 2 days, 17:12:16, time: 1.862, data_time: 0.002, memory: 8521, top1_acc: 0.6297, top5_acc: 0.8214, loss_cls: 1.5776, loss: 1.5776, grad_norm: 19.8564 2020-08-09 18:16:46,921 - mmaction - INFO - Epoch [10][1160/2505] lr: 5.000e-04, eta: 2 days, 17:11:30, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6276, top5_acc: 0.8229, loss_cls: 1.6039, loss: 1.6039, grad_norm: 19.9103 2020-08-09 18:17:24,064 - mmaction - INFO - Epoch [10][1180/2505] lr: 5.000e-04, eta: 2 days, 17:10:44, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6531, top5_acc: 0.8453, loss_cls: 1.4423, loss: 1.4423, grad_norm: 19.8300 2020-08-09 18:18:01,250 - mmaction - INFO - Epoch [10][1200/2505] lr: 5.000e-04, eta: 2 days, 17:09:58, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6573, top5_acc: 0.8458, loss_cls: 1.4373, loss: 1.4373, grad_norm: 20.0617 2020-08-09 18:18:38,371 - mmaction - INFO - Epoch [10][1220/2505] lr: 5.000e-04, eta: 2 days, 17:09:12, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.6104, top5_acc: 0.8182, loss_cls: 1.6303, loss: 1.6303, grad_norm: 20.1180 2020-08-09 18:19:17,125 - mmaction - INFO - Epoch [10][1240/2505] lr: 5.000e-04, eta: 2 days, 17:08:34, time: 1.938, data_time: 0.001, memory: 8521, top1_acc: 0.6385, top5_acc: 0.8349, loss_cls: 1.5596, loss: 1.5596, grad_norm: 19.7269 2020-08-09 18:19:54,287 - mmaction - INFO - Epoch [10][1260/2505] lr: 5.000e-04, eta: 2 days, 17:07:48, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6380, top5_acc: 0.8344, loss_cls: 1.5674, loss: 1.5674, grad_norm: 20.3511 2020-08-09 18:20:32,017 - mmaction - INFO - Epoch [10][1280/2505] lr: 5.000e-04, eta: 2 days, 17:07:05, time: 1.886, data_time: 0.001, memory: 8521, top1_acc: 0.6245, top5_acc: 0.8344, loss_cls: 1.5549, loss: 1.5549, grad_norm: 19.7601 2020-08-09 18:21:09,408 - mmaction - INFO - Epoch [10][1300/2505] lr: 5.000e-04, eta: 2 days, 17:06:21, time: 1.870, data_time: 0.004, memory: 8521, top1_acc: 0.6328, top5_acc: 0.8250, loss_cls: 1.5933, loss: 1.5933, grad_norm: 19.2549 2020-08-09 18:21:46,613 - mmaction - INFO - Epoch [10][1320/2505] lr: 5.000e-04, eta: 2 days, 17:05:35, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6307, top5_acc: 0.8255, loss_cls: 1.5682, loss: 1.5682, grad_norm: 19.3912 2020-08-09 18:22:23,809 - mmaction - INFO - Epoch [10][1340/2505] lr: 5.000e-04, eta: 2 days, 17:04:49, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6339, top5_acc: 0.8276, loss_cls: 1.5377, loss: 1.5377, grad_norm: 19.8963 2020-08-09 18:23:00,997 - mmaction - INFO - Epoch [10][1360/2505] lr: 5.000e-04, eta: 2 days, 17:04:04, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6120, top5_acc: 0.8083, loss_cls: 1.6713, loss: 1.6713, grad_norm: 20.2033 2020-08-09 18:23:38,186 - mmaction - INFO - Epoch [10][1380/2505] lr: 5.000e-04, eta: 2 days, 17:03:18, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6286, top5_acc: 0.8281, loss_cls: 1.5730, loss: 1.5730, grad_norm: 20.2575 2020-08-09 18:24:15,417 - mmaction - INFO - Epoch [10][1400/2505] lr: 5.000e-04, eta: 2 days, 17:02:32, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6271, top5_acc: 0.8302, loss_cls: 1.5656, loss: 1.5656, grad_norm: 20.5334 2020-08-09 18:24:52,646 - mmaction - INFO - Epoch [10][1420/2505] lr: 5.000e-04, eta: 2 days, 17:01:47, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6208, top5_acc: 0.8120, loss_cls: 1.6343, loss: 1.6343, grad_norm: 19.5089 2020-08-09 18:25:30,173 - mmaction - INFO - Epoch [10][1440/2505] lr: 5.000e-04, eta: 2 days, 17:01:03, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.6260, top5_acc: 0.8203, loss_cls: 1.6053, loss: 1.6053, grad_norm: 18.8393 2020-08-09 18:26:07,543 - mmaction - INFO - Epoch [10][1460/2505] lr: 5.000e-04, eta: 2 days, 17:00:18, time: 1.870, data_time: 0.003, memory: 8521, top1_acc: 0.6359, top5_acc: 0.8323, loss_cls: 1.5091, loss: 1.5091, grad_norm: 19.7505 2020-08-09 18:26:44,796 - mmaction - INFO - Epoch [10][1480/2505] lr: 5.000e-04, eta: 2 days, 16:59:33, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6339, top5_acc: 0.8281, loss_cls: 1.5514, loss: 1.5514, grad_norm: 18.6810 2020-08-09 18:27:21,960 - mmaction - INFO - Epoch [10][1500/2505] lr: 5.000e-04, eta: 2 days, 16:58:47, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6328, top5_acc: 0.8224, loss_cls: 1.5579, loss: 1.5579, grad_norm: 18.6160 2020-08-09 18:27:59,117 - mmaction - INFO - Epoch [10][1520/2505] lr: 5.000e-04, eta: 2 days, 16:58:01, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6297, top5_acc: 0.8203, loss_cls: 1.6525, loss: 1.6525, grad_norm: 19.5769 2020-08-09 18:28:36,324 - mmaction - INFO - Epoch [10][1540/2505] lr: 5.000e-04, eta: 2 days, 16:57:16, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6380, top5_acc: 0.8375, loss_cls: 1.5137, loss: 1.5137, grad_norm: 19.4680 2020-08-09 18:29:13,451 - mmaction - INFO - Epoch [10][1560/2505] lr: 5.000e-04, eta: 2 days, 16:56:30, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.6255, top5_acc: 0.8422, loss_cls: 1.5600, loss: 1.5600, grad_norm: 20.1493 2020-08-09 18:29:50,519 - mmaction - INFO - Epoch [10][1580/2505] lr: 5.000e-04, eta: 2 days, 16:55:44, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.6354, top5_acc: 0.8240, loss_cls: 1.5817, loss: 1.5817, grad_norm: 18.9457 2020-08-09 18:30:28,234 - mmaction - INFO - Epoch [10][1600/2505] lr: 5.000e-04, eta: 2 days, 16:55:01, time: 1.885, data_time: 0.001, memory: 8521, top1_acc: 0.6401, top5_acc: 0.8214, loss_cls: 1.5659, loss: 1.5659, grad_norm: 19.5187 2020-08-09 18:31:05,403 - mmaction - INFO - Epoch [10][1620/2505] lr: 5.000e-04, eta: 2 days, 16:54:15, time: 1.859, data_time: 0.003, memory: 8521, top1_acc: 0.6339, top5_acc: 0.8313, loss_cls: 1.5591, loss: 1.5591, grad_norm: 19.9383 2020-08-09 18:31:42,642 - mmaction - INFO - Epoch [10][1640/2505] lr: 5.000e-04, eta: 2 days, 16:53:30, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6505, top5_acc: 0.8458, loss_cls: 1.4696, loss: 1.4696, grad_norm: 18.9544 2020-08-09 18:32:19,724 - mmaction - INFO - Epoch [10][1660/2505] lr: 5.000e-04, eta: 2 days, 16:52:44, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.6359, top5_acc: 0.8401, loss_cls: 1.4954, loss: 1.4954, grad_norm: 19.2275 2020-08-09 18:32:56,761 - mmaction - INFO - Epoch [10][1680/2505] lr: 5.000e-04, eta: 2 days, 16:51:57, time: 1.852, data_time: 0.001, memory: 8521, top1_acc: 0.6422, top5_acc: 0.8266, loss_cls: 1.5613, loss: 1.5613, grad_norm: 18.9572 2020-08-09 18:33:33,825 - mmaction - INFO - Epoch [10][1700/2505] lr: 5.000e-04, eta: 2 days, 16:51:11, time: 1.853, data_time: 0.001, memory: 8521, top1_acc: 0.6328, top5_acc: 0.8307, loss_cls: 1.5427, loss: 1.5427, grad_norm: 18.3400 2020-08-09 18:34:10,960 - mmaction - INFO - Epoch [10][1720/2505] lr: 5.000e-04, eta: 2 days, 16:50:25, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6573, top5_acc: 0.8536, loss_cls: 1.4106, loss: 1.4106, grad_norm: 19.4207 2020-08-09 18:34:48,066 - mmaction - INFO - Epoch [10][1740/2505] lr: 5.000e-04, eta: 2 days, 16:49:39, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.6406, top5_acc: 0.8385, loss_cls: 1.5138, loss: 1.5138, grad_norm: 19.4416 2020-08-09 18:35:25,423 - mmaction - INFO - Epoch [10][1760/2505] lr: 5.000e-04, eta: 2 days, 16:48:55, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6313, top5_acc: 0.8370, loss_cls: 1.5497, loss: 1.5497, grad_norm: 20.3862 2020-08-09 18:36:02,637 - mmaction - INFO - Epoch [10][1780/2505] lr: 5.000e-04, eta: 2 days, 16:48:10, time: 1.861, data_time: 0.003, memory: 8521, top1_acc: 0.6333, top5_acc: 0.8391, loss_cls: 1.5004, loss: 1.5004, grad_norm: 19.3397 2020-08-09 18:36:39,835 - mmaction - INFO - Epoch [10][1800/2505] lr: 5.000e-04, eta: 2 days, 16:47:24, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6182, top5_acc: 0.8224, loss_cls: 1.5872, loss: 1.5872, grad_norm: 19.3169 2020-08-09 18:37:16,984 - mmaction - INFO - Epoch [10][1820/2505] lr: 5.000e-04, eta: 2 days, 16:46:38, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6479, top5_acc: 0.8323, loss_cls: 1.5182, loss: 1.5182, grad_norm: 19.3301 2020-08-09 18:37:54,010 - mmaction - INFO - Epoch [10][1840/2505] lr: 5.000e-04, eta: 2 days, 16:45:52, time: 1.851, data_time: 0.001, memory: 8521, top1_acc: 0.6240, top5_acc: 0.8302, loss_cls: 1.5580, loss: 1.5580, grad_norm: 20.4409 2020-08-09 18:38:31,161 - mmaction - INFO - Epoch [10][1860/2505] lr: 5.000e-04, eta: 2 days, 16:45:07, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6438, top5_acc: 0.8396, loss_cls: 1.5129, loss: 1.5129, grad_norm: 19.7064 2020-08-09 18:39:08,348 - mmaction - INFO - Epoch [10][1880/2505] lr: 5.000e-04, eta: 2 days, 16:44:21, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6391, top5_acc: 0.8297, loss_cls: 1.5258, loss: 1.5258, grad_norm: 19.1702 2020-08-09 18:39:45,521 - mmaction - INFO - Epoch [10][1900/2505] lr: 5.000e-04, eta: 2 days, 16:43:36, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6177, top5_acc: 0.8260, loss_cls: 1.6225, loss: 1.6225, grad_norm: 19.4512 2020-08-09 18:40:22,623 - mmaction - INFO - Epoch [10][1920/2505] lr: 5.000e-04, eta: 2 days, 16:42:50, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.6318, top5_acc: 0.8219, loss_cls: 1.6049, loss: 1.6049, grad_norm: 20.3563 2020-08-09 18:40:59,872 - mmaction - INFO - Epoch [10][1940/2505] lr: 5.000e-04, eta: 2 days, 16:42:05, time: 1.863, data_time: 0.003, memory: 8521, top1_acc: 0.6437, top5_acc: 0.8411, loss_cls: 1.4981, loss: 1.4981, grad_norm: 19.8606 2020-08-09 18:41:37,081 - mmaction - INFO - Epoch [10][1960/2505] lr: 5.000e-04, eta: 2 days, 16:41:20, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6458, top5_acc: 0.8349, loss_cls: 1.4845, loss: 1.4845, grad_norm: 19.6728 2020-08-09 18:42:14,236 - mmaction - INFO - Epoch [10][1980/2505] lr: 5.000e-04, eta: 2 days, 16:40:34, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6266, top5_acc: 0.8203, loss_cls: 1.5875, loss: 1.5875, grad_norm: 19.1994 2020-08-09 18:42:51,395 - mmaction - INFO - Epoch [10][2000/2505] lr: 5.000e-04, eta: 2 days, 16:39:49, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6276, top5_acc: 0.8146, loss_cls: 1.5882, loss: 1.5882, grad_norm: 18.9389 2020-08-09 18:43:28,574 - mmaction - INFO - Epoch [10][2020/2505] lr: 5.000e-04, eta: 2 days, 16:39:03, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6458, top5_acc: 0.8318, loss_cls: 1.4993, loss: 1.4993, grad_norm: 19.3756 2020-08-09 18:44:05,692 - mmaction - INFO - Epoch [10][2040/2505] lr: 5.000e-04, eta: 2 days, 16:38:18, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.6464, top5_acc: 0.8490, loss_cls: 1.4756, loss: 1.4756, grad_norm: 19.0651 2020-08-09 18:44:42,825 - mmaction - INFO - Epoch [10][2060/2505] lr: 5.000e-04, eta: 2 days, 16:37:32, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6427, top5_acc: 0.8448, loss_cls: 1.5100, loss: 1.5100, grad_norm: 19.0170 2020-08-09 18:45:20,003 - mmaction - INFO - Epoch [10][2080/2505] lr: 5.000e-04, eta: 2 days, 16:36:47, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6297, top5_acc: 0.8318, loss_cls: 1.5453, loss: 1.5453, grad_norm: 20.0695 2020-08-09 18:45:57,260 - mmaction - INFO - Epoch [10][2100/2505] lr: 5.000e-04, eta: 2 days, 16:36:02, time: 1.863, data_time: 0.003, memory: 8521, top1_acc: 0.6260, top5_acc: 0.8286, loss_cls: 1.5556, loss: 1.5556, grad_norm: 19.8266 2020-08-09 18:46:34,512 - mmaction - INFO - Epoch [10][2120/2505] lr: 5.000e-04, eta: 2 days, 16:35:17, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6266, top5_acc: 0.8292, loss_cls: 1.5377, loss: 1.5377, grad_norm: 19.9114 2020-08-09 18:47:11,629 - mmaction - INFO - Epoch [10][2140/2505] lr: 5.000e-04, eta: 2 days, 16:34:32, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.6359, top5_acc: 0.8234, loss_cls: 1.5945, loss: 1.5945, grad_norm: 19.4744 2020-08-09 18:47:48,830 - mmaction - INFO - Epoch [10][2160/2505] lr: 5.000e-04, eta: 2 days, 16:33:46, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6411, top5_acc: 0.8266, loss_cls: 1.5630, loss: 1.5630, grad_norm: 19.8171 2020-08-09 18:48:25,954 - mmaction - INFO - Epoch [10][2180/2505] lr: 5.000e-04, eta: 2 days, 16:33:01, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.6240, top5_acc: 0.8318, loss_cls: 1.5326, loss: 1.5326, grad_norm: 20.0542 2020-08-09 18:49:03,083 - mmaction - INFO - Epoch [10][2200/2505] lr: 5.000e-04, eta: 2 days, 16:32:16, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6036, top5_acc: 0.8094, loss_cls: 1.6685, loss: 1.6685, grad_norm: 19.7525 2020-08-09 18:49:40,254 - mmaction - INFO - Epoch [10][2220/2505] lr: 5.000e-04, eta: 2 days, 16:31:30, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6099, top5_acc: 0.8156, loss_cls: 1.6632, loss: 1.6632, grad_norm: 20.5538 2020-08-09 18:50:17,487 - mmaction - INFO - Epoch [10][2240/2505] lr: 5.000e-04, eta: 2 days, 16:30:45, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6224, top5_acc: 0.8208, loss_cls: 1.5715, loss: 1.5715, grad_norm: 19.0594 2020-08-09 18:50:54,719 - mmaction - INFO - Epoch [10][2260/2505] lr: 5.000e-04, eta: 2 days, 16:30:00, time: 1.862, data_time: 0.003, memory: 8521, top1_acc: 0.6281, top5_acc: 0.8224, loss_cls: 1.6340, loss: 1.6340, grad_norm: 19.4845 2020-08-09 18:51:31,917 - mmaction - INFO - Epoch [10][2280/2505] lr: 5.000e-04, eta: 2 days, 16:29:15, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6391, top5_acc: 0.8302, loss_cls: 1.5587, loss: 1.5587, grad_norm: 19.7384 2020-08-09 18:52:09,082 - mmaction - INFO - Epoch [10][2300/2505] lr: 5.000e-04, eta: 2 days, 16:28:30, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6313, top5_acc: 0.8193, loss_cls: 1.5959, loss: 1.5959, grad_norm: 19.7724 2020-08-09 18:52:46,248 - mmaction - INFO - Epoch [10][2320/2505] lr: 5.000e-04, eta: 2 days, 16:27:45, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6474, top5_acc: 0.8333, loss_cls: 1.5083, loss: 1.5083, grad_norm: 19.4516 2020-08-09 18:53:23,392 - mmaction - INFO - Epoch [10][2340/2505] lr: 5.000e-04, eta: 2 days, 16:27:00, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6536, top5_acc: 0.8411, loss_cls: 1.4605, loss: 1.4605, grad_norm: 18.8717 2020-08-09 18:54:00,520 - mmaction - INFO - Epoch [10][2360/2505] lr: 5.000e-04, eta: 2 days, 16:26:14, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.6453, top5_acc: 0.8453, loss_cls: 1.4924, loss: 1.4924, grad_norm: 19.6234 2020-08-09 18:54:37,775 - mmaction - INFO - Epoch [10][2380/2505] lr: 5.000e-04, eta: 2 days, 16:25:29, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6203, top5_acc: 0.8068, loss_cls: 1.6196, loss: 1.6196, grad_norm: 19.3314 2020-08-09 18:55:15,063 - mmaction - INFO - Epoch [10][2400/2505] lr: 5.000e-04, eta: 2 days, 16:24:45, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6224, top5_acc: 0.8146, loss_cls: 1.5994, loss: 1.5994, grad_norm: 19.6033 2020-08-09 18:55:52,282 - mmaction - INFO - Epoch [10][2420/2505] lr: 5.000e-04, eta: 2 days, 16:24:00, time: 1.861, data_time: 0.003, memory: 8521, top1_acc: 0.6432, top5_acc: 0.8349, loss_cls: 1.4785, loss: 1.4785, grad_norm: 18.0184 2020-08-09 18:56:29,464 - mmaction - INFO - Epoch [10][2440/2505] lr: 5.000e-04, eta: 2 days, 16:23:15, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6365, top5_acc: 0.8208, loss_cls: 1.5482, loss: 1.5482, grad_norm: 19.0847 2020-08-09 18:57:06,688 - mmaction - INFO - Epoch [10][2460/2505] lr: 5.000e-04, eta: 2 days, 16:22:30, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6391, top5_acc: 0.8286, loss_cls: 1.5621, loss: 1.5621, grad_norm: 19.1525 2020-08-09 18:57:43,854 - mmaction - INFO - Epoch [10][2480/2505] lr: 5.000e-04, eta: 2 days, 16:21:45, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6120, top5_acc: 0.8151, loss_cls: 1.6302, loss: 1.6302, grad_norm: 19.7259 2020-08-09 18:58:20,998 - mmaction - INFO - Epoch [10][2500/2505] lr: 5.000e-04, eta: 2 days, 16:21:00, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6224, top5_acc: 0.8177, loss_cls: 1.6106, loss: 1.6106, grad_norm: 19.4575 2020-08-09 18:58:35,867 - mmaction - INFO - Saving checkpoint at 10 epochs 2020-08-09 19:00:07,198 - mmaction - INFO - Epoch [11][20/2505] lr: 5.000e-04, eta: 2 days, 16:23:30, time: 4.476, data_time: 2.312, memory: 8521, top1_acc: 0.6484, top5_acc: 0.8313, loss_cls: 1.5363, loss: 1.5363, grad_norm: 19.7533 2020-08-09 19:00:46,126 - mmaction - INFO - Epoch [11][40/2505] lr: 5.000e-04, eta: 2 days, 16:22:53, time: 1.947, data_time: 0.013, memory: 8521, top1_acc: 0.6297, top5_acc: 0.8401, loss_cls: 1.5077, loss: 1.5077, grad_norm: 20.1501 2020-08-09 19:01:23,426 - mmaction - INFO - Epoch [11][60/2505] lr: 5.000e-04, eta: 2 days, 16:22:09, time: 1.865, data_time: 0.002, memory: 8521, top1_acc: 0.6323, top5_acc: 0.8266, loss_cls: 1.5359, loss: 1.5359, grad_norm: 19.1048 2020-08-09 19:02:00,961 - mmaction - INFO - Epoch [11][80/2505] lr: 5.000e-04, eta: 2 days, 16:21:25, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.6359, top5_acc: 0.8198, loss_cls: 1.5940, loss: 1.5940, grad_norm: 19.5604 2020-08-09 19:02:39,744 - mmaction - INFO - Epoch [11][100/2505] lr: 5.000e-04, eta: 2 days, 16:20:48, time: 1.939, data_time: 0.001, memory: 8521, top1_acc: 0.6448, top5_acc: 0.8380, loss_cls: 1.4983, loss: 1.4983, grad_norm: 18.7589 2020-08-09 19:03:17,101 - mmaction - INFO - Epoch [11][120/2505] lr: 5.000e-04, eta: 2 days, 16:20:03, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6328, top5_acc: 0.8208, loss_cls: 1.5541, loss: 1.5541, grad_norm: 19.2498 2020-08-09 19:03:54,384 - mmaction - INFO - Epoch [11][140/2505] lr: 5.000e-04, eta: 2 days, 16:19:19, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6375, top5_acc: 0.8297, loss_cls: 1.5551, loss: 1.5551, grad_norm: 19.1941 2020-08-09 19:04:48,770 - mmaction - INFO - Epoch [11][160/2505] lr: 5.000e-04, eta: 2 days, 16:19:55, time: 2.719, data_time: 0.001, memory: 8521, top1_acc: 0.6297, top5_acc: 0.8255, loss_cls: 1.5768, loss: 1.5768, grad_norm: 19.4379 2020-08-09 19:05:42,713 - mmaction - INFO - Epoch [11][180/2505] lr: 5.000e-04, eta: 2 days, 16:20:30, time: 2.697, data_time: 0.794, memory: 8521, top1_acc: 0.6453, top5_acc: 0.8385, loss_cls: 1.4974, loss: 1.4974, grad_norm: 18.9315 2020-08-09 19:06:20,031 - mmaction - INFO - Epoch [11][200/2505] lr: 5.000e-04, eta: 2 days, 16:19:45, time: 1.866, data_time: 0.005, memory: 8521, top1_acc: 0.6672, top5_acc: 0.8526, loss_cls: 1.3819, loss: 1.3819, grad_norm: 19.3612 2020-08-09 19:06:57,275 - mmaction - INFO - Epoch [11][220/2505] lr: 5.000e-04, eta: 2 days, 16:19:00, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6391, top5_acc: 0.8297, loss_cls: 1.5367, loss: 1.5367, grad_norm: 19.5612 2020-08-09 19:07:34,785 - mmaction - INFO - Epoch [11][240/2505] lr: 5.000e-04, eta: 2 days, 16:18:17, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.6552, top5_acc: 0.8250, loss_cls: 1.5204, loss: 1.5204, grad_norm: 18.3764 2020-08-09 19:08:29,907 - mmaction - INFO - Epoch [11][260/2505] lr: 5.000e-04, eta: 2 days, 16:18:57, time: 2.756, data_time: 0.001, memory: 8521, top1_acc: 0.6385, top5_acc: 0.8245, loss_cls: 1.5101, loss: 1.5101, grad_norm: 19.3856 2020-08-09 19:09:07,255 - mmaction - INFO - Epoch [11][280/2505] lr: 5.000e-04, eta: 2 days, 16:18:12, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6547, top5_acc: 0.8453, loss_cls: 1.4667, loss: 1.4667, grad_norm: 19.0142 2020-08-09 19:09:44,580 - mmaction - INFO - Epoch [11][300/2505] lr: 5.000e-04, eta: 2 days, 16:17:28, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6354, top5_acc: 0.8359, loss_cls: 1.5018, loss: 1.5018, grad_norm: 19.3970 2020-08-09 19:10:21,952 - mmaction - INFO - Epoch [11][320/2505] lr: 5.000e-04, eta: 2 days, 16:16:43, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6557, top5_acc: 0.8349, loss_cls: 1.4804, loss: 1.4804, grad_norm: 19.6437 2020-08-09 19:10:59,303 - mmaction - INFO - Epoch [11][340/2505] lr: 5.000e-04, eta: 2 days, 16:15:59, time: 1.868, data_time: 0.003, memory: 8521, top1_acc: 0.6292, top5_acc: 0.8292, loss_cls: 1.5743, loss: 1.5743, grad_norm: 19.4195 2020-08-09 19:11:36,551 - mmaction - INFO - Epoch [11][360/2505] lr: 5.000e-04, eta: 2 days, 16:15:14, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6245, top5_acc: 0.8276, loss_cls: 1.5519, loss: 1.5519, grad_norm: 19.7669 2020-08-09 19:12:13,931 - mmaction - INFO - Epoch [11][380/2505] lr: 5.000e-04, eta: 2 days, 16:14:29, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6469, top5_acc: 0.8380, loss_cls: 1.5083, loss: 1.5083, grad_norm: 19.1141 2020-08-09 19:12:52,216 - mmaction - INFO - Epoch [11][400/2505] lr: 5.000e-04, eta: 2 days, 16:13:49, time: 1.914, data_time: 0.001, memory: 8521, top1_acc: 0.6448, top5_acc: 0.8411, loss_cls: 1.5024, loss: 1.5024, grad_norm: 19.6231 2020-08-09 19:13:29,603 - mmaction - INFO - Epoch [11][420/2505] lr: 5.000e-04, eta: 2 days, 16:13:05, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6417, top5_acc: 0.8255, loss_cls: 1.5526, loss: 1.5526, grad_norm: 19.6279 2020-08-09 19:14:07,964 - mmaction - INFO - Epoch [11][440/2505] lr: 5.000e-04, eta: 2 days, 16:12:25, time: 1.918, data_time: 0.001, memory: 8521, top1_acc: 0.6370, top5_acc: 0.8411, loss_cls: 1.4618, loss: 1.4618, grad_norm: 20.0964 2020-08-09 19:14:45,143 - mmaction - INFO - Epoch [11][460/2505] lr: 5.000e-04, eta: 2 days, 16:11:40, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6141, top5_acc: 0.8255, loss_cls: 1.6005, loss: 1.6005, grad_norm: 19.9632 2020-08-09 19:15:23,141 - mmaction - INFO - Epoch [11][480/2505] lr: 5.000e-04, eta: 2 days, 16:10:59, time: 1.900, data_time: 0.001, memory: 8521, top1_acc: 0.6339, top5_acc: 0.8313, loss_cls: 1.5557, loss: 1.5557, grad_norm: 19.7025 2020-08-09 19:16:00,606 - mmaction - INFO - Epoch [11][500/2505] lr: 5.000e-04, eta: 2 days, 16:10:15, time: 1.874, data_time: 0.003, memory: 8521, top1_acc: 0.6500, top5_acc: 0.8437, loss_cls: 1.4722, loss: 1.4722, grad_norm: 18.8394 2020-08-09 19:16:37,953 - mmaction - INFO - Epoch [11][520/2505] lr: 5.000e-04, eta: 2 days, 16:09:31, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6406, top5_acc: 0.8339, loss_cls: 1.5048, loss: 1.5048, grad_norm: 19.1692 2020-08-09 19:17:15,286 - mmaction - INFO - Epoch [11][540/2505] lr: 5.000e-04, eta: 2 days, 16:08:46, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6417, top5_acc: 0.8417, loss_cls: 1.4780, loss: 1.4780, grad_norm: 20.0449 2020-08-09 19:17:52,517 - mmaction - INFO - Epoch [11][560/2505] lr: 5.000e-04, eta: 2 days, 16:08:01, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6589, top5_acc: 0.8312, loss_cls: 1.4969, loss: 1.4969, grad_norm: 19.9438 2020-08-09 19:18:29,715 - mmaction - INFO - Epoch [11][580/2505] lr: 5.000e-04, eta: 2 days, 16:07:16, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6536, top5_acc: 0.8302, loss_cls: 1.4916, loss: 1.4916, grad_norm: 19.5659 2020-08-09 19:19:06,900 - mmaction - INFO - Epoch [11][600/2505] lr: 5.000e-04, eta: 2 days, 16:06:31, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6599, top5_acc: 0.8458, loss_cls: 1.4285, loss: 1.4285, grad_norm: 19.8818 2020-08-09 19:19:44,141 - mmaction - INFO - Epoch [11][620/2505] lr: 5.000e-04, eta: 2 days, 16:05:46, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6531, top5_acc: 0.8432, loss_cls: 1.4511, loss: 1.4511, grad_norm: 18.9789 2020-08-09 19:20:21,578 - mmaction - INFO - Epoch [11][640/2505] lr: 5.000e-04, eta: 2 days, 16:05:02, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.6281, top5_acc: 0.8203, loss_cls: 1.5924, loss: 1.5924, grad_norm: 20.6505 2020-08-09 19:20:58,973 - mmaction - INFO - Epoch [11][660/2505] lr: 5.000e-04, eta: 2 days, 16:04:18, time: 1.870, data_time: 0.004, memory: 8521, top1_acc: 0.6552, top5_acc: 0.8505, loss_cls: 1.4560, loss: 1.4560, grad_norm: 19.6964 2020-08-09 19:21:36,311 - mmaction - INFO - Epoch [11][680/2505] lr: 5.000e-04, eta: 2 days, 16:03:34, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6568, top5_acc: 0.8469, loss_cls: 1.4329, loss: 1.4329, grad_norm: 19.7614 2020-08-09 19:22:15,094 - mmaction - INFO - Epoch [11][700/2505] lr: 5.000e-04, eta: 2 days, 16:02:56, time: 1.939, data_time: 0.001, memory: 8521, top1_acc: 0.6255, top5_acc: 0.8240, loss_cls: 1.5863, loss: 1.5863, grad_norm: 19.3246 2020-08-09 19:22:52,499 - mmaction - INFO - Epoch [11][720/2505] lr: 5.000e-04, eta: 2 days, 16:02:12, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6411, top5_acc: 0.8297, loss_cls: 1.5663, loss: 1.5663, grad_norm: 18.9940 2020-08-09 19:23:29,705 - mmaction - INFO - Epoch [11][740/2505] lr: 5.000e-04, eta: 2 days, 16:01:27, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6307, top5_acc: 0.8245, loss_cls: 1.5525, loss: 1.5525, grad_norm: 19.4304 2020-08-09 19:24:08,173 - mmaction - INFO - Epoch [11][760/2505] lr: 5.000e-04, eta: 2 days, 16:00:48, time: 1.923, data_time: 0.001, memory: 8521, top1_acc: 0.6490, top5_acc: 0.8318, loss_cls: 1.5238, loss: 1.5238, grad_norm: 20.0248 2020-08-09 19:25:02,459 - mmaction - INFO - Epoch [11][780/2505] lr: 5.000e-04, eta: 2 days, 16:01:22, time: 2.712, data_time: 0.001, memory: 8521, top1_acc: 0.6464, top5_acc: 0.8297, loss_cls: 1.4957, loss: 1.4957, grad_norm: 20.6158 2020-08-09 19:25:39,931 - mmaction - INFO - Epoch [11][800/2505] lr: 5.000e-04, eta: 2 days, 16:00:39, time: 1.876, data_time: 0.004, memory: 8521, top1_acc: 0.6344, top5_acc: 0.8385, loss_cls: 1.5499, loss: 1.5499, grad_norm: 19.4642 2020-08-09 19:26:17,227 - mmaction - INFO - Epoch [11][820/2505] lr: 5.000e-04, eta: 2 days, 15:59:54, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6260, top5_acc: 0.8182, loss_cls: 1.6050, loss: 1.6050, grad_norm: 19.4941 2020-08-09 19:26:54,395 - mmaction - INFO - Epoch [11][840/2505] lr: 5.000e-04, eta: 2 days, 15:59:09, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6125, top5_acc: 0.8156, loss_cls: 1.6416, loss: 1.6416, grad_norm: 19.5568 2020-08-09 19:27:31,640 - mmaction - INFO - Epoch [11][860/2505] lr: 5.000e-04, eta: 2 days, 15:58:24, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6500, top5_acc: 0.8307, loss_cls: 1.4812, loss: 1.4812, grad_norm: 18.5859 2020-08-09 19:28:08,880 - mmaction - INFO - Epoch [11][880/2505] lr: 5.000e-04, eta: 2 days, 15:57:40, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6365, top5_acc: 0.8167, loss_cls: 1.5428, loss: 1.5428, grad_norm: 19.9257 2020-08-09 19:28:46,202 - mmaction - INFO - Epoch [11][900/2505] lr: 5.000e-04, eta: 2 days, 15:56:55, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6479, top5_acc: 0.8406, loss_cls: 1.5095, loss: 1.5095, grad_norm: 20.2635 2020-08-09 19:29:23,525 - mmaction - INFO - Epoch [11][920/2505] lr: 5.000e-04, eta: 2 days, 15:56:11, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6432, top5_acc: 0.8297, loss_cls: 1.5559, loss: 1.5559, grad_norm: 19.0995 2020-08-09 19:30:00,675 - mmaction - INFO - Epoch [11][940/2505] lr: 5.000e-04, eta: 2 days, 15:55:26, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6219, top5_acc: 0.8255, loss_cls: 1.5634, loss: 1.5634, grad_norm: 19.6490 2020-08-09 19:30:37,940 - mmaction - INFO - Epoch [11][960/2505] lr: 5.000e-04, eta: 2 days, 15:54:41, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6406, top5_acc: 0.8401, loss_cls: 1.5308, loss: 1.5308, grad_norm: 19.0153 2020-08-09 19:31:16,356 - mmaction - INFO - Epoch [11][980/2505] lr: 5.000e-04, eta: 2 days, 15:54:02, time: 1.921, data_time: 0.001, memory: 8521, top1_acc: 0.6271, top5_acc: 0.8234, loss_cls: 1.5748, loss: 1.5748, grad_norm: 18.6899 2020-08-09 19:31:54,542 - mmaction - INFO - Epoch [11][1000/2505] lr: 5.000e-04, eta: 2 days, 15:53:21, time: 1.909, data_time: 0.001, memory: 8521, top1_acc: 0.6479, top5_acc: 0.8406, loss_cls: 1.4345, loss: 1.4345, grad_norm: 20.1386 2020-08-09 19:32:49,044 - mmaction - INFO - Epoch [11][1020/2505] lr: 5.000e-04, eta: 2 days, 15:53:56, time: 2.725, data_time: 0.001, memory: 8521, top1_acc: 0.6333, top5_acc: 0.8313, loss_cls: 1.5462, loss: 1.5462, grad_norm: 19.7198 2020-08-09 19:33:26,348 - mmaction - INFO - Epoch [11][1040/2505] lr: 5.000e-04, eta: 2 days, 15:53:11, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6344, top5_acc: 0.8286, loss_cls: 1.5671, loss: 1.5671, grad_norm: 20.4025 2020-08-09 19:34:03,541 - mmaction - INFO - Epoch [11][1060/2505] lr: 5.000e-04, eta: 2 days, 15:52:26, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6411, top5_acc: 0.8312, loss_cls: 1.5219, loss: 1.5219, grad_norm: 18.8269 2020-08-09 19:34:41,927 - mmaction - INFO - Epoch [11][1080/2505] lr: 5.000e-04, eta: 2 days, 15:51:47, time: 1.919, data_time: 0.001, memory: 8521, top1_acc: 0.6302, top5_acc: 0.8245, loss_cls: 1.5853, loss: 1.5853, grad_norm: 20.3055 2020-08-09 19:35:19,127 - mmaction - INFO - Epoch [11][1100/2505] lr: 5.000e-04, eta: 2 days, 15:51:02, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6250, top5_acc: 0.8208, loss_cls: 1.6380, loss: 1.6380, grad_norm: 20.5166 2020-08-09 19:35:57,962 - mmaction - INFO - Epoch [11][1120/2505] lr: 5.000e-04, eta: 2 days, 15:50:24, time: 1.941, data_time: 0.001, memory: 8521, top1_acc: 0.6464, top5_acc: 0.8297, loss_cls: 1.4900, loss: 1.4900, grad_norm: 19.1098 2020-08-09 19:36:35,162 - mmaction - INFO - Epoch [11][1140/2505] lr: 5.000e-04, eta: 2 days, 15:49:39, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6604, top5_acc: 0.8411, loss_cls: 1.4358, loss: 1.4358, grad_norm: 19.0742 2020-08-09 19:37:12,417 - mmaction - INFO - Epoch [11][1160/2505] lr: 5.000e-04, eta: 2 days, 15:48:55, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6339, top5_acc: 0.8307, loss_cls: 1.5692, loss: 1.5692, grad_norm: 20.1383 2020-08-09 19:37:49,620 - mmaction - INFO - Epoch [11][1180/2505] lr: 5.000e-04, eta: 2 days, 15:48:10, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6292, top5_acc: 0.8307, loss_cls: 1.5707, loss: 1.5707, grad_norm: 19.4004 2020-08-09 19:38:26,847 - mmaction - INFO - Epoch [11][1200/2505] lr: 5.000e-04, eta: 2 days, 15:47:25, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6542, top5_acc: 0.8521, loss_cls: 1.4344, loss: 1.4344, grad_norm: 20.2882 2020-08-09 19:39:04,056 - mmaction - INFO - Epoch [11][1220/2505] lr: 5.000e-04, eta: 2 days, 15:46:40, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6536, top5_acc: 0.8375, loss_cls: 1.4669, loss: 1.4669, grad_norm: 18.7786 2020-08-09 19:39:41,294 - mmaction - INFO - Epoch [11][1240/2505] lr: 5.000e-04, eta: 2 days, 15:45:56, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6187, top5_acc: 0.8156, loss_cls: 1.6135, loss: 1.6135, grad_norm: 19.6352 2020-08-09 19:40:18,560 - mmaction - INFO - Epoch [11][1260/2505] lr: 5.000e-04, eta: 2 days, 15:45:11, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6182, top5_acc: 0.8286, loss_cls: 1.5331, loss: 1.5331, grad_norm: 20.0825 2020-08-09 19:40:55,720 - mmaction - INFO - Epoch [11][1280/2505] lr: 5.000e-04, eta: 2 days, 15:44:26, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6344, top5_acc: 0.8354, loss_cls: 1.5622, loss: 1.5622, grad_norm: 20.2351 2020-08-09 19:41:32,954 - mmaction - INFO - Epoch [11][1300/2505] lr: 5.000e-04, eta: 2 days, 15:43:42, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6391, top5_acc: 0.8453, loss_cls: 1.4992, loss: 1.4992, grad_norm: 18.9559 2020-08-09 19:42:10,080 - mmaction - INFO - Epoch [11][1320/2505] lr: 5.000e-04, eta: 2 days, 15:42:56, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.6396, top5_acc: 0.8276, loss_cls: 1.5767, loss: 1.5767, grad_norm: 19.6561 2020-08-09 19:43:36,686 - mmaction - INFO - Epoch [11][1340/2505] lr: 5.000e-04, eta: 2 days, 15:45:54, time: 4.330, data_time: 0.001, memory: 8521, top1_acc: 0.6479, top5_acc: 0.8375, loss_cls: 1.5067, loss: 1.5067, grad_norm: 20.0047 2020-08-09 19:44:13,921 - mmaction - INFO - Epoch [11][1360/2505] lr: 5.000e-04, eta: 2 days, 15:45:09, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6359, top5_acc: 0.8286, loss_cls: 1.5448, loss: 1.5448, grad_norm: 18.8769 2020-08-09 19:44:51,141 - mmaction - INFO - Epoch [11][1380/2505] lr: 5.000e-04, eta: 2 days, 15:44:25, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6297, top5_acc: 0.8313, loss_cls: 1.5878, loss: 1.5878, grad_norm: 18.5699 2020-08-09 19:45:28,342 - mmaction - INFO - Epoch [11][1400/2505] lr: 5.000e-04, eta: 2 days, 15:43:40, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6339, top5_acc: 0.8234, loss_cls: 1.5411, loss: 1.5411, grad_norm: 20.0010 2020-08-09 19:46:05,611 - mmaction - INFO - Epoch [11][1420/2505] lr: 5.000e-04, eta: 2 days, 15:42:55, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6260, top5_acc: 0.8286, loss_cls: 1.5621, loss: 1.5621, grad_norm: 19.5338 2020-08-09 19:46:42,880 - mmaction - INFO - Epoch [11][1440/2505] lr: 5.000e-04, eta: 2 days, 15:42:10, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6474, top5_acc: 0.8312, loss_cls: 1.5381, loss: 1.5381, grad_norm: 19.7385 2020-08-09 19:47:20,109 - mmaction - INFO - Epoch [11][1460/2505] lr: 5.000e-04, eta: 2 days, 15:41:26, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6323, top5_acc: 0.8198, loss_cls: 1.5852, loss: 1.5852, grad_norm: 19.2077 2020-08-09 19:47:57,255 - mmaction - INFO - Epoch [11][1480/2505] lr: 5.000e-04, eta: 2 days, 15:40:40, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6250, top5_acc: 0.8339, loss_cls: 1.5260, loss: 1.5260, grad_norm: 19.3002 2020-08-09 19:48:34,607 - mmaction - INFO - Epoch [11][1500/2505] lr: 5.000e-04, eta: 2 days, 15:39:56, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6609, top5_acc: 0.8396, loss_cls: 1.4874, loss: 1.4874, grad_norm: 19.4732 2020-08-09 19:49:11,854 - mmaction - INFO - Epoch [11][1520/2505] lr: 5.000e-04, eta: 2 days, 15:39:12, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6578, top5_acc: 0.8490, loss_cls: 1.4538, loss: 1.4538, grad_norm: 19.3597 2020-08-09 19:49:48,986 - mmaction - INFO - Epoch [11][1540/2505] lr: 5.000e-04, eta: 2 days, 15:38:26, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.6542, top5_acc: 0.8375, loss_cls: 1.4846, loss: 1.4846, grad_norm: 19.3729 2020-08-09 19:50:26,134 - mmaction - INFO - Epoch [11][1560/2505] lr: 5.000e-04, eta: 2 days, 15:37:41, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6359, top5_acc: 0.8375, loss_cls: 1.5415, loss: 1.5415, grad_norm: 19.5705 2020-08-09 19:51:03,362 - mmaction - INFO - Epoch [11][1580/2505] lr: 5.000e-04, eta: 2 days, 15:36:57, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6318, top5_acc: 0.8297, loss_cls: 1.5172, loss: 1.5172, grad_norm: 19.0460 2020-08-09 19:51:41,408 - mmaction - INFO - Epoch [11][1600/2505] lr: 5.000e-04, eta: 2 days, 15:36:15, time: 1.902, data_time: 0.001, memory: 8521, top1_acc: 0.6458, top5_acc: 0.8193, loss_cls: 1.5270, loss: 1.5270, grad_norm: 18.7415 2020-08-09 19:52:18,675 - mmaction - INFO - Epoch [11][1620/2505] lr: 5.000e-04, eta: 2 days, 15:35:31, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6391, top5_acc: 0.8339, loss_cls: 1.5206, loss: 1.5206, grad_norm: 20.0623 2020-08-09 19:52:56,872 - mmaction - INFO - Epoch [11][1640/2505] lr: 5.000e-04, eta: 2 days, 15:34:51, time: 1.910, data_time: 0.001, memory: 8521, top1_acc: 0.6229, top5_acc: 0.8203, loss_cls: 1.6080, loss: 1.6080, grad_norm: 19.4361 2020-08-09 19:53:34,122 - mmaction - INFO - Epoch [11][1660/2505] lr: 5.000e-04, eta: 2 days, 15:34:06, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6307, top5_acc: 0.8260, loss_cls: 1.5892, loss: 1.5892, grad_norm: 19.6993 2020-08-09 19:54:11,370 - mmaction - INFO - Epoch [11][1680/2505] lr: 5.000e-04, eta: 2 days, 15:33:21, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6229, top5_acc: 0.8245, loss_cls: 1.6058, loss: 1.6058, grad_norm: 19.0251 2020-08-09 19:54:48,691 - mmaction - INFO - Epoch [11][1700/2505] lr: 5.000e-04, eta: 2 days, 15:32:37, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6385, top5_acc: 0.8333, loss_cls: 1.5000, loss: 1.5000, grad_norm: 19.0330 2020-08-09 19:55:25,926 - mmaction - INFO - Epoch [11][1720/2505] lr: 5.000e-04, eta: 2 days, 15:31:52, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6276, top5_acc: 0.8260, loss_cls: 1.5662, loss: 1.5662, grad_norm: 18.8408 2020-08-09 19:56:03,221 - mmaction - INFO - Epoch [11][1740/2505] lr: 5.000e-04, eta: 2 days, 15:31:08, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6469, top5_acc: 0.8292, loss_cls: 1.4710, loss: 1.4710, grad_norm: 19.3465 2020-08-09 19:56:40,480 - mmaction - INFO - Epoch [11][1760/2505] lr: 5.000e-04, eta: 2 days, 15:30:24, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6594, top5_acc: 0.8370, loss_cls: 1.4858, loss: 1.4858, grad_norm: 19.4960 2020-08-09 19:57:17,729 - mmaction - INFO - Epoch [11][1780/2505] lr: 5.000e-04, eta: 2 days, 15:29:39, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6510, top5_acc: 0.8474, loss_cls: 1.4468, loss: 1.4468, grad_norm: 19.7125 2020-08-09 19:57:54,887 - mmaction - INFO - Epoch [11][1800/2505] lr: 5.000e-04, eta: 2 days, 15:28:54, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6333, top5_acc: 0.8203, loss_cls: 1.5474, loss: 1.5474, grad_norm: 20.1186 2020-08-09 19:59:30,382 - mmaction - INFO - Epoch [11][1820/2505] lr: 5.000e-04, eta: 2 days, 15:32:26, time: 4.775, data_time: 0.001, memory: 8521, top1_acc: 0.6448, top5_acc: 0.8411, loss_cls: 1.4593, loss: 1.4593, grad_norm: 19.7720 2020-08-09 20:00:09,402 - mmaction - INFO - Epoch [11][1840/2505] lr: 5.000e-04, eta: 2 days, 15:31:49, time: 1.950, data_time: 0.001, memory: 8521, top1_acc: 0.6578, top5_acc: 0.8422, loss_cls: 1.4641, loss: 1.4641, grad_norm: 19.5532 2020-08-09 20:00:46,734 - mmaction - INFO - Epoch [11][1860/2505] lr: 5.000e-04, eta: 2 days, 15:31:05, time: 1.867, data_time: 0.008, memory: 8521, top1_acc: 0.6354, top5_acc: 0.8255, loss_cls: 1.5121, loss: 1.5121, grad_norm: 20.3990 2020-08-09 20:01:25,179 - mmaction - INFO - Epoch [11][1880/2505] lr: 5.000e-04, eta: 2 days, 15:30:26, time: 1.922, data_time: 0.002, memory: 8521, top1_acc: 0.6365, top5_acc: 0.8344, loss_cls: 1.5156, loss: 1.5156, grad_norm: 19.1316 2020-08-09 20:02:02,366 - mmaction - INFO - Epoch [11][1900/2505] lr: 5.000e-04, eta: 2 days, 15:29:41, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6234, top5_acc: 0.8130, loss_cls: 1.6292, loss: 1.6292, grad_norm: 19.7086 2020-08-09 20:02:40,501 - mmaction - INFO - Epoch [11][1920/2505] lr: 5.000e-04, eta: 2 days, 15:29:00, time: 1.907, data_time: 0.050, memory: 8521, top1_acc: 0.6438, top5_acc: 0.8297, loss_cls: 1.5493, loss: 1.5493, grad_norm: 18.3432 2020-08-09 20:03:17,600 - mmaction - INFO - Epoch [11][1940/2505] lr: 5.000e-04, eta: 2 days, 15:28:15, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.6458, top5_acc: 0.8333, loss_cls: 1.4931, loss: 1.4931, grad_norm: 19.5180 2020-08-09 20:03:54,804 - mmaction - INFO - Epoch [11][1960/2505] lr: 5.000e-04, eta: 2 days, 15:27:30, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6448, top5_acc: 0.8422, loss_cls: 1.4866, loss: 1.4866, grad_norm: 19.2209 2020-08-09 20:04:32,016 - mmaction - INFO - Epoch [11][1980/2505] lr: 5.000e-04, eta: 2 days, 15:26:45, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6365, top5_acc: 0.8281, loss_cls: 1.5515, loss: 1.5515, grad_norm: 19.6005 2020-08-09 20:05:09,324 - mmaction - INFO - Epoch [11][2000/2505] lr: 5.000e-04, eta: 2 days, 15:26:00, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6516, top5_acc: 0.8437, loss_cls: 1.4486, loss: 1.4486, grad_norm: 18.5991 2020-08-09 20:05:58,491 - mmaction - INFO - Epoch [11][2020/2505] lr: 5.000e-04, eta: 2 days, 15:26:08, time: 2.458, data_time: 0.001, memory: 8521, top1_acc: 0.6437, top5_acc: 0.8391, loss_cls: 1.5066, loss: 1.5066, grad_norm: 18.6662 2020-08-09 20:06:39,483 - mmaction - INFO - Epoch [11][2040/2505] lr: 5.000e-04, eta: 2 days, 15:25:39, time: 2.049, data_time: 0.001, memory: 8521, top1_acc: 0.6375, top5_acc: 0.8323, loss_cls: 1.5272, loss: 1.5272, grad_norm: 18.8680 2020-08-09 20:07:40,398 - mmaction - INFO - Epoch [11][2060/2505] lr: 5.000e-04, eta: 2 days, 15:26:38, time: 3.046, data_time: 0.001, memory: 8521, top1_acc: 0.6375, top5_acc: 0.8354, loss_cls: 1.5466, loss: 1.5466, grad_norm: 19.7976 2020-08-09 20:08:17,637 - mmaction - INFO - Epoch [11][2080/2505] lr: 5.000e-04, eta: 2 days, 15:25:53, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6474, top5_acc: 0.8240, loss_cls: 1.5469, loss: 1.5469, grad_norm: 19.5051 2020-08-09 20:08:54,802 - mmaction - INFO - Epoch [11][2100/2505] lr: 5.000e-04, eta: 2 days, 15:25:08, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6391, top5_acc: 0.8370, loss_cls: 1.5077, loss: 1.5077, grad_norm: 19.9388 2020-08-09 20:09:31,927 - mmaction - INFO - Epoch [11][2120/2505] lr: 5.000e-04, eta: 2 days, 15:24:23, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.6297, top5_acc: 0.8380, loss_cls: 1.5271, loss: 1.5271, grad_norm: 20.0473 2020-08-09 20:10:09,100 - mmaction - INFO - Epoch [11][2140/2505] lr: 5.000e-04, eta: 2 days, 15:23:38, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6312, top5_acc: 0.8375, loss_cls: 1.5467, loss: 1.5467, grad_norm: 19.0646 2020-08-09 20:10:46,997 - mmaction - INFO - Epoch [11][2160/2505] lr: 5.000e-04, eta: 2 days, 15:22:56, time: 1.895, data_time: 0.001, memory: 8521, top1_acc: 0.6245, top5_acc: 0.8318, loss_cls: 1.5570, loss: 1.5570, grad_norm: 19.7231 2020-08-09 20:11:24,136 - mmaction - INFO - Epoch [11][2180/2505] lr: 5.000e-04, eta: 2 days, 15:22:11, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6323, top5_acc: 0.8229, loss_cls: 1.5310, loss: 1.5310, grad_norm: 18.4727 2020-08-09 20:12:01,902 - mmaction - INFO - Epoch [11][2200/2505] lr: 5.000e-04, eta: 2 days, 15:21:28, time: 1.888, data_time: 0.001, memory: 8521, top1_acc: 0.6448, top5_acc: 0.8281, loss_cls: 1.5548, loss: 1.5548, grad_norm: 19.7506 2020-08-09 20:12:39,097 - mmaction - INFO - Epoch [11][2220/2505] lr: 5.000e-04, eta: 2 days, 15:20:43, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6417, top5_acc: 0.8354, loss_cls: 1.4990, loss: 1.4990, grad_norm: 18.8247 2020-08-09 20:13:27,385 - mmaction - INFO - Epoch [11][2240/2505] lr: 5.000e-04, eta: 2 days, 15:20:46, time: 2.414, data_time: 0.001, memory: 8521, top1_acc: 0.6464, top5_acc: 0.8344, loss_cls: 1.5281, loss: 1.5281, grad_norm: 19.5256 2020-08-09 20:14:04,551 - mmaction - INFO - Epoch [11][2260/2505] lr: 5.000e-04, eta: 2 days, 15:20:01, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6552, top5_acc: 0.8318, loss_cls: 1.5161, loss: 1.5161, grad_norm: 19.4277 2020-08-09 20:14:41,768 - mmaction - INFO - Epoch [11][2280/2505] lr: 5.000e-04, eta: 2 days, 15:19:16, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6406, top5_acc: 0.8271, loss_cls: 1.5281, loss: 1.5281, grad_norm: 18.7364 2020-08-09 20:15:19,013 - mmaction - INFO - Epoch [11][2300/2505] lr: 5.000e-04, eta: 2 days, 15:18:32, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6453, top5_acc: 0.8401, loss_cls: 1.4953, loss: 1.4953, grad_norm: 19.3463 2020-08-09 20:15:56,275 - mmaction - INFO - Epoch [11][2320/2505] lr: 5.000e-04, eta: 2 days, 15:17:47, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6568, top5_acc: 0.8385, loss_cls: 1.5081, loss: 1.5081, grad_norm: 19.7419 2020-08-09 20:16:50,730 - mmaction - INFO - Epoch [11][2340/2505] lr: 5.000e-04, eta: 2 days, 15:18:16, time: 2.723, data_time: 0.862, memory: 8521, top1_acc: 0.6443, top5_acc: 0.8302, loss_cls: 1.5136, loss: 1.5136, grad_norm: 19.2177 2020-08-09 20:17:28,167 - mmaction - INFO - Epoch [11][2360/2505] lr: 5.000e-04, eta: 2 days, 15:17:32, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.6307, top5_acc: 0.8313, loss_cls: 1.5135, loss: 1.5135, grad_norm: 19.7553 2020-08-09 20:18:05,319 - mmaction - INFO - Epoch [11][2380/2505] lr: 5.000e-04, eta: 2 days, 15:16:47, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6229, top5_acc: 0.8260, loss_cls: 1.5998, loss: 1.5998, grad_norm: 19.8123 2020-08-09 20:18:46,144 - mmaction - INFO - Epoch [11][2400/2505] lr: 5.000e-04, eta: 2 days, 15:16:18, time: 2.041, data_time: 0.001, memory: 8521, top1_acc: 0.6229, top5_acc: 0.8167, loss_cls: 1.6611, loss: 1.6611, grad_norm: 19.8662 2020-08-09 20:19:23,357 - mmaction - INFO - Epoch [11][2420/2505] lr: 5.000e-04, eta: 2 days, 15:15:33, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6474, top5_acc: 0.8406, loss_cls: 1.4884, loss: 1.4884, grad_norm: 18.3644 2020-08-09 20:20:00,495 - mmaction - INFO - Epoch [11][2440/2505] lr: 5.000e-04, eta: 2 days, 15:14:48, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.6469, top5_acc: 0.8266, loss_cls: 1.4942, loss: 1.4942, grad_norm: 19.2517 2020-08-09 20:20:37,637 - mmaction - INFO - Epoch [11][2460/2505] lr: 5.000e-04, eta: 2 days, 15:14:03, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6422, top5_acc: 0.8422, loss_cls: 1.5108, loss: 1.5108, grad_norm: 18.7962 2020-08-09 20:21:19,494 - mmaction - INFO - Epoch [11][2480/2505] lr: 5.000e-04, eta: 2 days, 15:13:38, time: 2.093, data_time: 0.040, memory: 8521, top1_acc: 0.6448, top5_acc: 0.8344, loss_cls: 1.4867, loss: 1.4867, grad_norm: 19.1158 2020-08-09 20:21:56,598 - mmaction - INFO - Epoch [11][2500/2505] lr: 5.000e-04, eta: 2 days, 15:12:53, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.6568, top5_acc: 0.8438, loss_cls: 1.4576, loss: 1.4576, grad_norm: 19.4123 2020-08-09 20:24:03,315 - mmaction - INFO - Epoch [12][20/2505] lr: 5.000e-04, eta: 2 days, 15:16:34, time: 5.570, data_time: 2.359, memory: 8521, top1_acc: 0.6552, top5_acc: 0.8391, loss_cls: 1.4965, loss: 1.4965, grad_norm: 19.4739 2020-08-09 20:24:40,849 - mmaction - INFO - Epoch [12][40/2505] lr: 5.000e-04, eta: 2 days, 15:15:50, time: 1.877, data_time: 0.011, memory: 8521, top1_acc: 0.6484, top5_acc: 0.8380, loss_cls: 1.5177, loss: 1.5177, grad_norm: 19.3360 2020-08-09 20:25:18,226 - mmaction - INFO - Epoch [12][60/2505] lr: 5.000e-04, eta: 2 days, 15:15:06, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6396, top5_acc: 0.8432, loss_cls: 1.5142, loss: 1.5142, grad_norm: 19.5787 2020-08-09 20:25:55,553 - mmaction - INFO - Epoch [12][80/2505] lr: 5.000e-04, eta: 2 days, 15:14:21, time: 1.866, data_time: 0.002, memory: 8521, top1_acc: 0.6417, top5_acc: 0.8365, loss_cls: 1.4862, loss: 1.4862, grad_norm: 19.8186 2020-08-09 20:26:32,756 - mmaction - INFO - Epoch [12][100/2505] lr: 5.000e-04, eta: 2 days, 15:13:36, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6479, top5_acc: 0.8276, loss_cls: 1.5347, loss: 1.5347, grad_norm: 18.6168 2020-08-09 20:27:26,908 - mmaction - INFO - Epoch [12][120/2505] lr: 5.000e-04, eta: 2 days, 15:14:03, time: 2.708, data_time: 0.001, memory: 8521, top1_acc: 0.6453, top5_acc: 0.8302, loss_cls: 1.5562, loss: 1.5562, grad_norm: 17.9252 2020-08-09 20:28:04,227 - mmaction - INFO - Epoch [12][140/2505] lr: 5.000e-04, eta: 2 days, 15:13:18, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6536, top5_acc: 0.8349, loss_cls: 1.4243, loss: 1.4243, grad_norm: 17.9844 2020-08-09 20:28:58,598 - mmaction - INFO - Epoch [12][160/2505] lr: 5.000e-04, eta: 2 days, 15:13:46, time: 2.718, data_time: 0.001, memory: 8521, top1_acc: 0.6333, top5_acc: 0.8281, loss_cls: 1.5320, loss: 1.5320, grad_norm: 19.4172 2020-08-09 20:29:35,724 - mmaction - INFO - Epoch [12][180/2505] lr: 5.000e-04, eta: 2 days, 15:13:01, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.6500, top5_acc: 0.8292, loss_cls: 1.5194, loss: 1.5194, grad_norm: 19.3960 2020-08-09 20:30:12,936 - mmaction - INFO - Epoch [12][200/2505] lr: 5.000e-04, eta: 2 days, 15:12:15, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6313, top5_acc: 0.8333, loss_cls: 1.5256, loss: 1.5256, grad_norm: 19.8486 2020-08-09 20:30:51,252 - mmaction - INFO - Epoch [12][220/2505] lr: 5.000e-04, eta: 2 days, 15:11:35, time: 1.916, data_time: 0.001, memory: 8521, top1_acc: 0.6464, top5_acc: 0.8375, loss_cls: 1.4810, loss: 1.4810, grad_norm: 18.4059 2020-08-09 20:31:28,530 - mmaction - INFO - Epoch [12][240/2505] lr: 5.000e-04, eta: 2 days, 15:10:50, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6578, top5_acc: 0.8365, loss_cls: 1.4764, loss: 1.4764, grad_norm: 18.7282 2020-08-09 20:32:05,757 - mmaction - INFO - Epoch [12][260/2505] lr: 5.000e-04, eta: 2 days, 15:10:05, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6599, top5_acc: 0.8443, loss_cls: 1.4269, loss: 1.4269, grad_norm: 18.3844 2020-08-09 20:32:43,037 - mmaction - INFO - Epoch [12][280/2505] lr: 5.000e-04, eta: 2 days, 15:09:20, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6354, top5_acc: 0.8276, loss_cls: 1.4913, loss: 1.4913, grad_norm: 19.8548 2020-08-09 20:33:20,298 - mmaction - INFO - Epoch [12][300/2505] lr: 5.000e-04, eta: 2 days, 15:08:36, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6573, top5_acc: 0.8568, loss_cls: 1.3962, loss: 1.3962, grad_norm: 18.2542 2020-08-09 20:33:59,362 - mmaction - INFO - Epoch [12][320/2505] lr: 5.000e-04, eta: 2 days, 15:07:58, time: 1.953, data_time: 0.001, memory: 8521, top1_acc: 0.6401, top5_acc: 0.8349, loss_cls: 1.5317, loss: 1.5317, grad_norm: 19.0046 2020-08-09 20:34:40,325 - mmaction - INFO - Epoch [12][340/2505] lr: 5.000e-04, eta: 2 days, 15:07:29, time: 2.048, data_time: 0.103, memory: 8521, top1_acc: 0.6323, top5_acc: 0.8354, loss_cls: 1.5519, loss: 1.5519, grad_norm: 19.2832 2020-08-09 20:35:17,535 - mmaction - INFO - Epoch [12][360/2505] lr: 5.000e-04, eta: 2 days, 15:06:44, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6635, top5_acc: 0.8385, loss_cls: 1.4366, loss: 1.4366, grad_norm: 18.6245 2020-08-09 20:35:56,441 - mmaction - INFO - Epoch [12][380/2505] lr: 5.000e-04, eta: 2 days, 15:06:06, time: 1.945, data_time: 0.001, memory: 8521, top1_acc: 0.6490, top5_acc: 0.8495, loss_cls: 1.4365, loss: 1.4365, grad_norm: 19.2393 2020-08-09 20:36:34,474 - mmaction - INFO - Epoch [12][400/2505] lr: 5.000e-04, eta: 2 days, 15:05:25, time: 1.902, data_time: 0.001, memory: 8521, top1_acc: 0.6599, top5_acc: 0.8495, loss_cls: 1.4420, loss: 1.4420, grad_norm: 19.3111 2020-08-09 20:37:11,718 - mmaction - INFO - Epoch [12][420/2505] lr: 5.000e-04, eta: 2 days, 15:04:40, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6568, top5_acc: 0.8406, loss_cls: 1.4822, loss: 1.4822, grad_norm: 19.1020 2020-08-09 20:37:50,482 - mmaction - INFO - Epoch [12][440/2505] lr: 5.000e-04, eta: 2 days, 15:04:01, time: 1.938, data_time: 0.001, memory: 8521, top1_acc: 0.6448, top5_acc: 0.8344, loss_cls: 1.5097, loss: 1.5097, grad_norm: 19.6674 2020-08-09 20:38:27,677 - mmaction - INFO - Epoch [12][460/2505] lr: 5.000e-04, eta: 2 days, 15:03:16, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6594, top5_acc: 0.8411, loss_cls: 1.4693, loss: 1.4693, grad_norm: 19.8099 2020-08-09 20:39:05,079 - mmaction - INFO - Epoch [12][480/2505] lr: 5.000e-04, eta: 2 days, 15:02:32, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6557, top5_acc: 0.8443, loss_cls: 1.4542, loss: 1.4542, grad_norm: 19.3843 2020-08-09 20:39:42,405 - mmaction - INFO - Epoch [12][500/2505] lr: 5.000e-04, eta: 2 days, 15:01:47, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6458, top5_acc: 0.8323, loss_cls: 1.5415, loss: 1.5415, grad_norm: 18.9609 2020-08-09 20:40:19,717 - mmaction - INFO - Epoch [12][520/2505] lr: 5.000e-04, eta: 2 days, 15:01:03, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6479, top5_acc: 0.8240, loss_cls: 1.5091, loss: 1.5091, grad_norm: 19.3642 2020-08-09 20:40:56,992 - mmaction - INFO - Epoch [12][540/2505] lr: 5.000e-04, eta: 2 days, 15:00:18, time: 1.864, data_time: 0.002, memory: 8521, top1_acc: 0.6354, top5_acc: 0.8203, loss_cls: 1.5597, loss: 1.5597, grad_norm: 19.3007 2020-08-09 20:41:34,184 - mmaction - INFO - Epoch [12][560/2505] lr: 5.000e-04, eta: 2 days, 14:59:33, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6484, top5_acc: 0.8313, loss_cls: 1.5673, loss: 1.5673, grad_norm: 18.5456 2020-08-09 20:42:11,495 - mmaction - INFO - Epoch [12][580/2505] lr: 5.000e-04, eta: 2 days, 14:58:49, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6667, top5_acc: 0.8474, loss_cls: 1.4069, loss: 1.4069, grad_norm: 19.7520 2020-08-09 20:43:05,752 - mmaction - INFO - Epoch [12][600/2505] lr: 5.000e-04, eta: 2 days, 14:59:15, time: 2.713, data_time: 0.001, memory: 8521, top1_acc: 0.6188, top5_acc: 0.8167, loss_cls: 1.5862, loss: 1.5862, grad_norm: 19.2446 2020-08-09 20:43:44,318 - mmaction - INFO - Epoch [12][620/2505] lr: 5.000e-04, eta: 2 days, 14:58:35, time: 1.928, data_time: 0.001, memory: 8521, top1_acc: 0.6552, top5_acc: 0.8464, loss_cls: 1.4275, loss: 1.4275, grad_norm: 19.5798 2020-08-09 20:44:22,620 - mmaction - INFO - Epoch [12][640/2505] lr: 5.000e-04, eta: 2 days, 14:57:55, time: 1.915, data_time: 0.001, memory: 8521, top1_acc: 0.6224, top5_acc: 0.8271, loss_cls: 1.6386, loss: 1.6386, grad_norm: 19.0114 2020-08-09 20:44:59,899 - mmaction - INFO - Epoch [12][660/2505] lr: 5.000e-04, eta: 2 days, 14:57:10, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6396, top5_acc: 0.8271, loss_cls: 1.5220, loss: 1.5220, grad_norm: 19.7966 2020-08-09 20:45:37,096 - mmaction - INFO - Epoch [12][680/2505] lr: 5.000e-04, eta: 2 days, 14:56:25, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6354, top5_acc: 0.8359, loss_cls: 1.5081, loss: 1.5081, grad_norm: 19.5553 2020-08-09 20:46:15,040 - mmaction - INFO - Epoch [12][700/2505] lr: 5.000e-04, eta: 2 days, 14:55:43, time: 1.897, data_time: 0.001, memory: 8521, top1_acc: 0.6333, top5_acc: 0.8359, loss_cls: 1.5604, loss: 1.5604, grad_norm: 19.8854 2020-08-09 20:46:54,132 - mmaction - INFO - Epoch [12][720/2505] lr: 5.000e-04, eta: 2 days, 14:55:06, time: 1.955, data_time: 0.001, memory: 8521, top1_acc: 0.6292, top5_acc: 0.8333, loss_cls: 1.5588, loss: 1.5588, grad_norm: 19.1487 2020-08-09 20:47:31,307 - mmaction - INFO - Epoch [12][740/2505] lr: 5.000e-04, eta: 2 days, 14:54:21, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6589, top5_acc: 0.8385, loss_cls: 1.4631, loss: 1.4631, grad_norm: 18.8641 2020-08-09 20:48:08,584 - mmaction - INFO - Epoch [12][760/2505] lr: 5.000e-04, eta: 2 days, 14:53:36, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6318, top5_acc: 0.8240, loss_cls: 1.5809, loss: 1.5809, grad_norm: 19.7850 2020-08-09 20:48:45,835 - mmaction - INFO - Epoch [12][780/2505] lr: 5.000e-04, eta: 2 days, 14:52:52, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6568, top5_acc: 0.8417, loss_cls: 1.4554, loss: 1.4554, grad_norm: 19.1965 2020-08-09 20:49:23,261 - mmaction - INFO - Epoch [12][800/2505] lr: 5.000e-04, eta: 2 days, 14:52:08, time: 1.872, data_time: 0.015, memory: 8521, top1_acc: 0.6490, top5_acc: 0.8349, loss_cls: 1.5222, loss: 1.5222, grad_norm: 19.0443 2020-08-09 20:50:00,543 - mmaction - INFO - Epoch [12][820/2505] lr: 5.000e-04, eta: 2 days, 14:51:23, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6464, top5_acc: 0.8323, loss_cls: 1.5389, loss: 1.5389, grad_norm: 19.9898 2020-08-09 20:50:37,738 - mmaction - INFO - Epoch [12][840/2505] lr: 5.000e-04, eta: 2 days, 14:50:38, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6682, top5_acc: 0.8552, loss_cls: 1.3767, loss: 1.3767, grad_norm: 18.9732 2020-08-09 20:51:15,067 - mmaction - INFO - Epoch [12][860/2505] lr: 5.000e-04, eta: 2 days, 14:49:54, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6521, top5_acc: 0.8396, loss_cls: 1.5152, loss: 1.5152, grad_norm: 19.5538 2020-08-09 20:51:52,237 - mmaction - INFO - Epoch [12][880/2505] lr: 5.000e-04, eta: 2 days, 14:49:09, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6286, top5_acc: 0.8286, loss_cls: 1.5494, loss: 1.5494, grad_norm: 19.3949 2020-08-09 20:52:29,471 - mmaction - INFO - Epoch [12][900/2505] lr: 5.000e-04, eta: 2 days, 14:48:24, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6667, top5_acc: 0.8510, loss_cls: 1.4139, loss: 1.4139, grad_norm: 20.2678 2020-08-09 20:53:06,615 - mmaction - INFO - Epoch [12][920/2505] lr: 5.000e-04, eta: 2 days, 14:47:39, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6490, top5_acc: 0.8354, loss_cls: 1.4963, loss: 1.4963, grad_norm: 19.2881 2020-08-09 20:53:43,747 - mmaction - INFO - Epoch [12][940/2505] lr: 5.000e-04, eta: 2 days, 14:46:54, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6594, top5_acc: 0.8339, loss_cls: 1.4587, loss: 1.4587, grad_norm: 19.6153 2020-08-09 20:54:20,951 - mmaction - INFO - Epoch [12][960/2505] lr: 5.000e-04, eta: 2 days, 14:46:09, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6458, top5_acc: 0.8401, loss_cls: 1.4820, loss: 1.4820, grad_norm: 19.4685 2020-08-09 20:54:58,093 - mmaction - INFO - Epoch [12][980/2505] lr: 5.000e-04, eta: 2 days, 14:45:24, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6609, top5_acc: 0.8427, loss_cls: 1.4826, loss: 1.4826, grad_norm: 18.8947 2020-08-09 20:55:35,304 - mmaction - INFO - Epoch [12][1000/2505] lr: 5.000e-04, eta: 2 days, 14:44:39, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6427, top5_acc: 0.8302, loss_cls: 1.5279, loss: 1.5279, grad_norm: 19.0709 2020-08-09 20:56:12,506 - mmaction - INFO - Epoch [12][1020/2505] lr: 5.000e-04, eta: 2 days, 14:43:54, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6536, top5_acc: 0.8495, loss_cls: 1.4548, loss: 1.4548, grad_norm: 19.5942 2020-08-09 20:56:49,785 - mmaction - INFO - Epoch [12][1040/2505] lr: 5.000e-04, eta: 2 days, 14:43:10, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6359, top5_acc: 0.8240, loss_cls: 1.5332, loss: 1.5332, grad_norm: 19.4679 2020-08-09 20:57:26,959 - mmaction - INFO - Epoch [12][1060/2505] lr: 5.000e-04, eta: 2 days, 14:42:25, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6328, top5_acc: 0.8286, loss_cls: 1.5533, loss: 1.5533, grad_norm: 18.9535 2020-08-09 20:58:04,180 - mmaction - INFO - Epoch [12][1080/2505] lr: 5.000e-04, eta: 2 days, 14:41:40, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6500, top5_acc: 0.8286, loss_cls: 1.5466, loss: 1.5466, grad_norm: 18.9099 2020-08-09 20:58:41,326 - mmaction - INFO - Epoch [12][1100/2505] lr: 5.000e-04, eta: 2 days, 14:40:55, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6469, top5_acc: 0.8354, loss_cls: 1.5250, loss: 1.5250, grad_norm: 18.9782 2020-08-09 20:59:18,510 - mmaction - INFO - Epoch [12][1120/2505] lr: 5.000e-04, eta: 2 days, 14:40:10, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6563, top5_acc: 0.8406, loss_cls: 1.4859, loss: 1.4859, grad_norm: 19.9418 2020-08-09 20:59:56,667 - mmaction - INFO - Epoch [12][1140/2505] lr: 5.000e-04, eta: 2 days, 14:39:29, time: 1.908, data_time: 0.001, memory: 8521, top1_acc: 0.6479, top5_acc: 0.8479, loss_cls: 1.4527, loss: 1.4527, grad_norm: 19.5413 2020-08-09 21:00:36,178 - mmaction - INFO - Epoch [12][1160/2505] lr: 5.000e-04, eta: 2 days, 14:38:54, time: 1.975, data_time: 0.002, memory: 8521, top1_acc: 0.6521, top5_acc: 0.8313, loss_cls: 1.5257, loss: 1.5257, grad_norm: 19.5783 2020-08-09 21:01:15,498 - mmaction - INFO - Epoch [12][1180/2505] lr: 5.000e-04, eta: 2 days, 14:38:18, time: 1.967, data_time: 0.010, memory: 8521, top1_acc: 0.6370, top5_acc: 0.8339, loss_cls: 1.5320, loss: 1.5320, grad_norm: 19.2488 2020-08-09 21:01:52,739 - mmaction - INFO - Epoch [12][1200/2505] lr: 5.000e-04, eta: 2 days, 14:37:33, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6286, top5_acc: 0.8182, loss_cls: 1.6131, loss: 1.6131, grad_norm: 19.6391 2020-08-09 21:02:48,647 - mmaction - INFO - Epoch [12][1220/2505] lr: 5.000e-04, eta: 2 days, 14:38:04, time: 2.795, data_time: 0.001, memory: 8521, top1_acc: 0.6385, top5_acc: 0.8292, loss_cls: 1.5125, loss: 1.5125, grad_norm: 18.5986 2020-08-09 21:03:25,911 - mmaction - INFO - Epoch [12][1240/2505] lr: 5.000e-04, eta: 2 days, 14:37:20, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6656, top5_acc: 0.8516, loss_cls: 1.4082, loss: 1.4082, grad_norm: 19.0333 2020-08-09 21:04:03,184 - mmaction - INFO - Epoch [12][1260/2505] lr: 5.000e-04, eta: 2 days, 14:36:35, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6411, top5_acc: 0.8318, loss_cls: 1.5436, loss: 1.5436, grad_norm: 18.6842 2020-08-09 21:04:40,377 - mmaction - INFO - Epoch [12][1280/2505] lr: 5.000e-04, eta: 2 days, 14:35:50, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6536, top5_acc: 0.8500, loss_cls: 1.4489, loss: 1.4489, grad_norm: 20.5338 2020-08-09 21:05:18,426 - mmaction - INFO - Epoch [12][1300/2505] lr: 5.000e-04, eta: 2 days, 14:35:09, time: 1.902, data_time: 0.001, memory: 8521, top1_acc: 0.6396, top5_acc: 0.8484, loss_cls: 1.4832, loss: 1.4832, grad_norm: 19.5484 2020-08-09 21:05:56,202 - mmaction - INFO - Epoch [12][1320/2505] lr: 5.000e-04, eta: 2 days, 14:34:27, time: 1.889, data_time: 0.005, memory: 8521, top1_acc: 0.6604, top5_acc: 0.8370, loss_cls: 1.4746, loss: 1.4746, grad_norm: 19.2294 2020-08-09 21:06:33,396 - mmaction - INFO - Epoch [12][1340/2505] lr: 5.000e-04, eta: 2 days, 14:33:42, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6448, top5_acc: 0.8401, loss_cls: 1.5277, loss: 1.5277, grad_norm: 18.8616 2020-08-09 21:07:11,576 - mmaction - INFO - Epoch [12][1360/2505] lr: 5.000e-04, eta: 2 days, 14:33:01, time: 1.909, data_time: 0.001, memory: 8521, top1_acc: 0.6703, top5_acc: 0.8516, loss_cls: 1.4050, loss: 1.4050, grad_norm: 18.8787 2020-08-09 21:07:48,673 - mmaction - INFO - Epoch [12][1380/2505] lr: 5.000e-04, eta: 2 days, 14:32:16, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.6406, top5_acc: 0.8333, loss_cls: 1.4881, loss: 1.4881, grad_norm: 19.2239 2020-08-09 21:08:42,847 - mmaction - INFO - Epoch [12][1400/2505] lr: 5.000e-04, eta: 2 days, 14:32:39, time: 2.709, data_time: 0.001, memory: 8521, top1_acc: 0.6453, top5_acc: 0.8344, loss_cls: 1.5093, loss: 1.5093, grad_norm: 19.2709 2020-08-09 21:09:20,057 - mmaction - INFO - Epoch [12][1420/2505] lr: 5.000e-04, eta: 2 days, 14:31:55, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6547, top5_acc: 0.8370, loss_cls: 1.4843, loss: 1.4843, grad_norm: 18.4432 2020-08-09 21:09:57,316 - mmaction - INFO - Epoch [12][1440/2505] lr: 5.000e-04, eta: 2 days, 14:31:10, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6469, top5_acc: 0.8359, loss_cls: 1.5226, loss: 1.5226, grad_norm: 19.8909 2020-08-09 21:10:34,522 - mmaction - INFO - Epoch [12][1460/2505] lr: 5.000e-04, eta: 2 days, 14:30:25, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6417, top5_acc: 0.8458, loss_cls: 1.4449, loss: 1.4449, grad_norm: 19.1412 2020-08-09 21:11:13,703 - mmaction - INFO - Epoch [12][1480/2505] lr: 5.000e-04, eta: 2 days, 14:29:49, time: 1.959, data_time: 0.002, memory: 8521, top1_acc: 0.6464, top5_acc: 0.8448, loss_cls: 1.4955, loss: 1.4955, grad_norm: 19.2673 2020-08-09 21:11:50,948 - mmaction - INFO - Epoch [12][1500/2505] lr: 5.000e-04, eta: 2 days, 14:29:04, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6594, top5_acc: 0.8422, loss_cls: 1.4408, loss: 1.4408, grad_norm: 18.7963 2020-08-09 21:12:29,962 - mmaction - INFO - Epoch [12][1520/2505] lr: 5.000e-04, eta: 2 days, 14:28:27, time: 1.951, data_time: 0.001, memory: 8521, top1_acc: 0.6443, top5_acc: 0.8464, loss_cls: 1.4785, loss: 1.4785, grad_norm: 19.7017 2020-08-09 21:13:07,223 - mmaction - INFO - Epoch [12][1540/2505] lr: 5.000e-04, eta: 2 days, 14:27:42, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6557, top5_acc: 0.8443, loss_cls: 1.4218, loss: 1.4218, grad_norm: 19.6047 2020-08-09 21:13:44,492 - mmaction - INFO - Epoch [12][1560/2505] lr: 5.000e-04, eta: 2 days, 14:26:58, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6531, top5_acc: 0.8474, loss_cls: 1.4643, loss: 1.4643, grad_norm: 19.1361 2020-08-09 21:14:21,699 - mmaction - INFO - Epoch [12][1580/2505] lr: 5.000e-04, eta: 2 days, 14:26:13, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6464, top5_acc: 0.8354, loss_cls: 1.4775, loss: 1.4775, grad_norm: 18.9736 2020-08-09 21:14:58,862 - mmaction - INFO - Epoch [12][1600/2505] lr: 5.000e-04, eta: 2 days, 14:25:28, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6380, top5_acc: 0.8339, loss_cls: 1.5261, loss: 1.5261, grad_norm: 18.6792 2020-08-09 21:15:36,094 - mmaction - INFO - Epoch [12][1620/2505] lr: 5.000e-04, eta: 2 days, 14:24:44, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6438, top5_acc: 0.8438, loss_cls: 1.5072, loss: 1.5072, grad_norm: 19.6758 2020-08-09 21:16:13,441 - mmaction - INFO - Epoch [12][1640/2505] lr: 5.000e-04, eta: 2 days, 14:24:00, time: 1.867, data_time: 0.004, memory: 8521, top1_acc: 0.6526, top5_acc: 0.8406, loss_cls: 1.5075, loss: 1.5075, grad_norm: 19.5203 2020-08-09 21:16:51,275 - mmaction - INFO - Epoch [12][1660/2505] lr: 5.000e-04, eta: 2 days, 14:23:17, time: 1.892, data_time: 0.001, memory: 8521, top1_acc: 0.6344, top5_acc: 0.8302, loss_cls: 1.5350, loss: 1.5350, grad_norm: 20.0601 2020-08-09 21:17:28,534 - mmaction - INFO - Epoch [12][1680/2505] lr: 5.000e-04, eta: 2 days, 14:22:33, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6438, top5_acc: 0.8391, loss_cls: 1.5078, loss: 1.5078, grad_norm: 18.9884 2020-08-09 21:18:05,756 - mmaction - INFO - Epoch [12][1700/2505] lr: 5.000e-04, eta: 2 days, 14:21:48, time: 1.861, data_time: 0.000, memory: 8521, top1_acc: 0.6490, top5_acc: 0.8385, loss_cls: 1.4900, loss: 1.4900, grad_norm: 18.6843 2020-08-09 21:18:42,950 - mmaction - INFO - Epoch [12][1720/2505] lr: 5.000e-04, eta: 2 days, 14:21:04, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6521, top5_acc: 0.8365, loss_cls: 1.4773, loss: 1.4773, grad_norm: 18.9982 2020-08-09 21:19:20,126 - mmaction - INFO - Epoch [12][1740/2505] lr: 5.000e-04, eta: 2 days, 14:20:19, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6479, top5_acc: 0.8328, loss_cls: 1.4962, loss: 1.4962, grad_norm: 20.4640 2020-08-09 21:19:58,841 - mmaction - INFO - Epoch [12][1760/2505] lr: 5.000e-04, eta: 2 days, 14:19:40, time: 1.935, data_time: 0.001, memory: 8521, top1_acc: 0.6417, top5_acc: 0.8417, loss_cls: 1.5117, loss: 1.5117, grad_norm: 18.9600 2020-08-09 21:20:36,056 - mmaction - INFO - Epoch [12][1780/2505] lr: 5.000e-04, eta: 2 days, 14:18:56, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6339, top5_acc: 0.8250, loss_cls: 1.5440, loss: 1.5440, grad_norm: 19.2059 2020-08-09 21:21:13,317 - mmaction - INFO - Epoch [12][1800/2505] lr: 5.000e-04, eta: 2 days, 14:18:12, time: 1.863, data_time: 0.003, memory: 8521, top1_acc: 0.6474, top5_acc: 0.8411, loss_cls: 1.4737, loss: 1.4737, grad_norm: 19.4204 2020-08-09 21:21:50,481 - mmaction - INFO - Epoch [12][1820/2505] lr: 5.000e-04, eta: 2 days, 14:17:27, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6547, top5_acc: 0.8448, loss_cls: 1.4587, loss: 1.4587, grad_norm: 19.7394 2020-08-09 21:22:27,749 - mmaction - INFO - Epoch [12][1840/2505] lr: 5.000e-04, eta: 2 days, 14:16:43, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6391, top5_acc: 0.8240, loss_cls: 1.5559, loss: 1.5559, grad_norm: 19.4640 2020-08-09 21:23:04,939 - mmaction - INFO - Epoch [12][1860/2505] lr: 5.000e-04, eta: 2 days, 14:15:58, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6432, top5_acc: 0.8286, loss_cls: 1.5407, loss: 1.5407, grad_norm: 18.9842 2020-08-09 21:23:42,085 - mmaction - INFO - Epoch [12][1880/2505] lr: 5.000e-04, eta: 2 days, 14:15:13, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6318, top5_acc: 0.8333, loss_cls: 1.5762, loss: 1.5762, grad_norm: 19.5716 2020-08-09 21:24:19,286 - mmaction - INFO - Epoch [12][1900/2505] lr: 5.000e-04, eta: 2 days, 14:14:29, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6484, top5_acc: 0.8292, loss_cls: 1.5262, loss: 1.5262, grad_norm: 18.9873 2020-08-09 21:24:56,487 - mmaction - INFO - Epoch [12][1920/2505] lr: 5.000e-04, eta: 2 days, 14:13:44, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6547, top5_acc: 0.8375, loss_cls: 1.4648, loss: 1.4648, grad_norm: 18.2666 2020-08-09 21:25:33,617 - mmaction - INFO - Epoch [12][1940/2505] lr: 5.000e-04, eta: 2 days, 14:12:59, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6276, top5_acc: 0.8312, loss_cls: 1.5765, loss: 1.5765, grad_norm: 19.8529 2020-08-09 21:26:10,968 - mmaction - INFO - Epoch [12][1960/2505] lr: 5.000e-04, eta: 2 days, 14:12:15, time: 1.867, data_time: 0.004, memory: 8521, top1_acc: 0.6333, top5_acc: 0.8406, loss_cls: 1.5209, loss: 1.5209, grad_norm: 19.6766 2020-08-09 21:26:48,171 - mmaction - INFO - Epoch [12][1980/2505] lr: 5.000e-04, eta: 2 days, 14:11:31, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6349, top5_acc: 0.8417, loss_cls: 1.4922, loss: 1.4922, grad_norm: 19.9768 2020-08-09 21:27:25,350 - mmaction - INFO - Epoch [12][2000/2505] lr: 5.000e-04, eta: 2 days, 14:10:46, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6563, top5_acc: 0.8354, loss_cls: 1.5211, loss: 1.5211, grad_norm: 19.1184 2020-08-09 21:28:02,552 - mmaction - INFO - Epoch [12][2020/2505] lr: 5.000e-04, eta: 2 days, 14:10:02, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6297, top5_acc: 0.8307, loss_cls: 1.5530, loss: 1.5530, grad_norm: 19.6018 2020-08-09 21:28:39,727 - mmaction - INFO - Epoch [12][2040/2505] lr: 5.000e-04, eta: 2 days, 14:09:17, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6495, top5_acc: 0.8318, loss_cls: 1.5230, loss: 1.5230, grad_norm: 18.8417 2020-08-09 21:29:18,428 - mmaction - INFO - Epoch [12][2060/2505] lr: 5.000e-04, eta: 2 days, 14:08:39, time: 1.935, data_time: 0.001, memory: 8521, top1_acc: 0.6380, top5_acc: 0.8375, loss_cls: 1.5244, loss: 1.5244, grad_norm: 19.8962 2020-08-09 21:29:58,248 - mmaction - INFO - Epoch [12][2080/2505] lr: 5.000e-04, eta: 2 days, 14:08:04, time: 1.991, data_time: 0.001, memory: 8521, top1_acc: 0.6448, top5_acc: 0.8302, loss_cls: 1.5334, loss: 1.5334, grad_norm: 19.2337 2020-08-09 21:30:35,393 - mmaction - INFO - Epoch [12][2100/2505] lr: 5.000e-04, eta: 2 days, 14:07:20, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6427, top5_acc: 0.8198, loss_cls: 1.5436, loss: 1.5436, grad_norm: 19.0130 2020-08-09 21:31:12,569 - mmaction - INFO - Epoch [12][2120/2505] lr: 5.000e-04, eta: 2 days, 14:06:35, time: 1.859, data_time: 0.003, memory: 8521, top1_acc: 0.6448, top5_acc: 0.8411, loss_cls: 1.4535, loss: 1.4535, grad_norm: 19.0703 2020-08-09 21:31:50,770 - mmaction - INFO - Epoch [12][2140/2505] lr: 5.000e-04, eta: 2 days, 14:05:55, time: 1.910, data_time: 0.023, memory: 8521, top1_acc: 0.6417, top5_acc: 0.8318, loss_cls: 1.5048, loss: 1.5048, grad_norm: 18.8194 2020-08-09 21:32:27,976 - mmaction - INFO - Epoch [12][2160/2505] lr: 5.000e-04, eta: 2 days, 14:05:10, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6516, top5_acc: 0.8385, loss_cls: 1.4956, loss: 1.4956, grad_norm: 19.3611 2020-08-09 21:33:05,098 - mmaction - INFO - Epoch [12][2180/2505] lr: 5.000e-04, eta: 2 days, 14:04:26, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.6427, top5_acc: 0.8380, loss_cls: 1.5162, loss: 1.5162, grad_norm: 19.0016 2020-08-09 21:33:59,213 - mmaction - INFO - Epoch [12][2200/2505] lr: 5.000e-04, eta: 2 days, 14:04:47, time: 2.706, data_time: 0.001, memory: 8521, top1_acc: 0.6620, top5_acc: 0.8411, loss_cls: 1.4327, loss: 1.4327, grad_norm: 19.3100 2020-08-09 21:34:36,530 - mmaction - INFO - Epoch [12][2220/2505] lr: 5.000e-04, eta: 2 days, 14:04:03, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6229, top5_acc: 0.8391, loss_cls: 1.5580, loss: 1.5580, grad_norm: 19.7709 2020-08-09 21:35:15,501 - mmaction - INFO - Epoch [12][2240/2505] lr: 5.000e-04, eta: 2 days, 14:03:25, time: 1.949, data_time: 0.001, memory: 8521, top1_acc: 0.6323, top5_acc: 0.8214, loss_cls: 1.5668, loss: 1.5668, grad_norm: 19.9250 2020-08-09 21:35:52,718 - mmaction - INFO - Epoch [12][2260/2505] lr: 5.000e-04, eta: 2 days, 14:02:41, time: 1.861, data_time: 0.002, memory: 8521, top1_acc: 0.6547, top5_acc: 0.8505, loss_cls: 1.4271, loss: 1.4271, grad_norm: 19.3808 2020-08-09 21:36:31,745 - mmaction - INFO - Epoch [12][2280/2505] lr: 5.000e-04, eta: 2 days, 14:02:03, time: 1.951, data_time: 0.001, memory: 8521, top1_acc: 0.6458, top5_acc: 0.8354, loss_cls: 1.5059, loss: 1.5059, grad_norm: 18.7034 2020-08-09 21:37:10,126 - mmaction - INFO - Epoch [12][2300/2505] lr: 5.000e-04, eta: 2 days, 14:01:23, time: 1.918, data_time: 0.001, memory: 8521, top1_acc: 0.6563, top5_acc: 0.8313, loss_cls: 1.4701, loss: 1.4701, grad_norm: 18.7030 2020-08-09 21:37:47,465 - mmaction - INFO - Epoch [12][2320/2505] lr: 5.000e-04, eta: 2 days, 14:00:40, time: 1.868, data_time: 0.009, memory: 8521, top1_acc: 0.6542, top5_acc: 0.8401, loss_cls: 1.4612, loss: 1.4612, grad_norm: 19.1161 2020-08-09 21:38:41,850 - mmaction - INFO - Epoch [12][2340/2505] lr: 5.000e-04, eta: 2 days, 14:01:02, time: 2.719, data_time: 0.002, memory: 8521, top1_acc: 0.6417, top5_acc: 0.8271, loss_cls: 1.5223, loss: 1.5223, grad_norm: 19.5919 2020-08-09 21:39:19,029 - mmaction - INFO - Epoch [12][2360/2505] lr: 5.000e-04, eta: 2 days, 14:00:17, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6464, top5_acc: 0.8411, loss_cls: 1.4977, loss: 1.4977, grad_norm: 18.2577 2020-08-09 21:39:56,310 - mmaction - INFO - Epoch [12][2380/2505] lr: 5.000e-04, eta: 2 days, 13:59:33, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6370, top5_acc: 0.8427, loss_cls: 1.5247, loss: 1.5247, grad_norm: 18.8882 2020-08-09 21:40:34,793 - mmaction - INFO - Epoch [12][2400/2505] lr: 5.000e-04, eta: 2 days, 13:58:53, time: 1.924, data_time: 0.001, memory: 8521, top1_acc: 0.6313, top5_acc: 0.8370, loss_cls: 1.5320, loss: 1.5320, grad_norm: 19.9617 2020-08-09 21:41:12,096 - mmaction - INFO - Epoch [12][2420/2505] lr: 5.000e-04, eta: 2 days, 13:58:09, time: 1.866, data_time: 0.004, memory: 8521, top1_acc: 0.6417, top5_acc: 0.8437, loss_cls: 1.5103, loss: 1.5103, grad_norm: 19.3709 2020-08-09 21:41:49,319 - mmaction - INFO - Epoch [12][2440/2505] lr: 5.000e-04, eta: 2 days, 13:57:25, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6323, top5_acc: 0.8208, loss_cls: 1.5907, loss: 1.5907, grad_norm: 19.9862 2020-08-09 21:42:26,492 - mmaction - INFO - Epoch [12][2460/2505] lr: 5.000e-04, eta: 2 days, 13:56:41, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6411, top5_acc: 0.8438, loss_cls: 1.5029, loss: 1.5029, grad_norm: 19.3306 2020-08-09 21:43:03,767 - mmaction - INFO - Epoch [12][2480/2505] lr: 5.000e-04, eta: 2 days, 13:55:56, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6432, top5_acc: 0.8490, loss_cls: 1.4867, loss: 1.4867, grad_norm: 18.4023 2020-08-09 21:43:40,970 - mmaction - INFO - Epoch [12][2500/2505] lr: 5.000e-04, eta: 2 days, 13:55:12, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6578, top5_acc: 0.8458, loss_cls: 1.4638, loss: 1.4638, grad_norm: 19.4571 2020-08-09 21:43:55,862 - mmaction - INFO - Saving checkpoint at 12 epochs 2020-08-09 21:45:47,124 - mmaction - INFO - Epoch [13][20/2505] lr: 5.000e-04, eta: 2 days, 13:58:18, time: 5.473, data_time: 2.429, memory: 8521, top1_acc: 0.6484, top5_acc: 0.8396, loss_cls: 1.4657, loss: 1.4657, grad_norm: 19.5870 2020-08-09 21:46:26,290 - mmaction - INFO - Epoch [13][40/2505] lr: 5.000e-04, eta: 2 days, 13:57:41, time: 1.958, data_time: 0.011, memory: 8521, top1_acc: 0.6620, top5_acc: 0.8589, loss_cls: 1.3919, loss: 1.3919, grad_norm: 19.0340 2020-08-09 21:47:05,255 - mmaction - INFO - Epoch [13][60/2505] lr: 5.000e-04, eta: 2 days, 13:57:03, time: 1.948, data_time: 0.002, memory: 8521, top1_acc: 0.6469, top5_acc: 0.8505, loss_cls: 1.4346, loss: 1.4346, grad_norm: 19.6615 2020-08-09 21:47:42,536 - mmaction - INFO - Epoch [13][80/2505] lr: 5.000e-04, eta: 2 days, 13:56:19, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6557, top5_acc: 0.8495, loss_cls: 1.4006, loss: 1.4006, grad_norm: 19.5647 2020-08-09 21:48:20,112 - mmaction - INFO - Epoch [13][100/2505] lr: 5.000e-04, eta: 2 days, 13:55:35, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.6458, top5_acc: 0.8359, loss_cls: 1.4582, loss: 1.4582, grad_norm: 18.7790 2020-08-09 21:48:57,412 - mmaction - INFO - Epoch [13][120/2505] lr: 5.000e-04, eta: 2 days, 13:54:51, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6339, top5_acc: 0.8214, loss_cls: 1.5706, loss: 1.5706, grad_norm: 19.8294 2020-08-09 21:49:34,755 - mmaction - INFO - Epoch [13][140/2505] lr: 5.000e-04, eta: 2 days, 13:54:07, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6656, top5_acc: 0.8396, loss_cls: 1.4293, loss: 1.4293, grad_norm: 19.4273 2020-08-09 21:50:11,991 - mmaction - INFO - Epoch [13][160/2505] lr: 5.000e-04, eta: 2 days, 13:53:23, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6443, top5_acc: 0.8302, loss_cls: 1.5308, loss: 1.5308, grad_norm: 19.3931 2020-08-09 21:50:49,316 - mmaction - INFO - Epoch [13][180/2505] lr: 5.000e-04, eta: 2 days, 13:52:39, time: 1.866, data_time: 0.003, memory: 8521, top1_acc: 0.6464, top5_acc: 0.8401, loss_cls: 1.4972, loss: 1.4972, grad_norm: 19.0886 2020-08-09 21:51:26,466 - mmaction - INFO - Epoch [13][200/2505] lr: 5.000e-04, eta: 2 days, 13:51:54, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6401, top5_acc: 0.8318, loss_cls: 1.5139, loss: 1.5139, grad_norm: 18.9829 2020-08-09 21:52:03,733 - mmaction - INFO - Epoch [13][220/2505] lr: 5.000e-04, eta: 2 days, 13:51:10, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6542, top5_acc: 0.8536, loss_cls: 1.4210, loss: 1.4210, grad_norm: 18.6513 2020-08-09 21:52:40,926 - mmaction - INFO - Epoch [13][240/2505] lr: 5.000e-04, eta: 2 days, 13:50:25, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6458, top5_acc: 0.8401, loss_cls: 1.5062, loss: 1.5062, grad_norm: 18.8057 2020-08-09 21:53:18,295 - mmaction - INFO - Epoch [13][260/2505] lr: 5.000e-04, eta: 2 days, 13:49:41, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6469, top5_acc: 0.8297, loss_cls: 1.4886, loss: 1.4886, grad_norm: 19.0176 2020-08-09 21:53:55,431 - mmaction - INFO - Epoch [13][280/2505] lr: 5.000e-04, eta: 2 days, 13:48:57, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6526, top5_acc: 0.8411, loss_cls: 1.4455, loss: 1.4455, grad_norm: 19.4320 2020-08-09 21:54:32,684 - mmaction - INFO - Epoch [13][300/2505] lr: 5.000e-04, eta: 2 days, 13:48:12, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6615, top5_acc: 0.8453, loss_cls: 1.4066, loss: 1.4066, grad_norm: 19.4119 2020-08-09 21:55:10,011 - mmaction - INFO - Epoch [13][320/2505] lr: 5.000e-04, eta: 2 days, 13:47:28, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6521, top5_acc: 0.8328, loss_cls: 1.4527, loss: 1.4527, grad_norm: 18.3115 2020-08-09 21:55:47,162 - mmaction - INFO - Epoch [13][340/2505] lr: 5.000e-04, eta: 2 days, 13:46:44, time: 1.858, data_time: 0.002, memory: 8521, top1_acc: 0.6620, top5_acc: 0.8365, loss_cls: 1.4932, loss: 1.4932, grad_norm: 19.0883 2020-08-09 21:56:24,357 - mmaction - INFO - Epoch [13][360/2505] lr: 5.000e-04, eta: 2 days, 13:45:59, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6635, top5_acc: 0.8453, loss_cls: 1.4147, loss: 1.4147, grad_norm: 19.4409 2020-08-09 21:57:01,619 - mmaction - INFO - Epoch [13][380/2505] lr: 5.000e-04, eta: 2 days, 13:45:15, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6427, top5_acc: 0.8427, loss_cls: 1.4668, loss: 1.4668, grad_norm: 19.6240 2020-08-09 21:57:38,850 - mmaction - INFO - Epoch [13][400/2505] lr: 5.000e-04, eta: 2 days, 13:44:31, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6365, top5_acc: 0.8349, loss_cls: 1.4974, loss: 1.4974, grad_norm: 18.9009 2020-08-09 21:58:16,257 - mmaction - INFO - Epoch [13][420/2505] lr: 5.000e-04, eta: 2 days, 13:43:47, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6656, top5_acc: 0.8406, loss_cls: 1.4350, loss: 1.4350, grad_norm: 19.2491 2020-08-09 21:58:53,480 - mmaction - INFO - Epoch [13][440/2505] lr: 5.000e-04, eta: 2 days, 13:43:03, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6542, top5_acc: 0.8505, loss_cls: 1.4528, loss: 1.4528, grad_norm: 19.1205 2020-08-09 21:59:30,698 - mmaction - INFO - Epoch [13][460/2505] lr: 5.000e-04, eta: 2 days, 13:42:19, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6458, top5_acc: 0.8333, loss_cls: 1.4965, loss: 1.4965, grad_norm: 18.6950 2020-08-09 22:00:10,347 - mmaction - INFO - Epoch [13][480/2505] lr: 5.000e-04, eta: 2 days, 13:41:43, time: 1.981, data_time: 0.001, memory: 8521, top1_acc: 0.6578, top5_acc: 0.8495, loss_cls: 1.4279, loss: 1.4279, grad_norm: 18.7889 2020-08-09 22:00:47,821 - mmaction - INFO - Epoch [13][500/2505] lr: 5.000e-04, eta: 2 days, 13:41:00, time: 1.875, data_time: 0.008, memory: 8521, top1_acc: 0.6286, top5_acc: 0.8354, loss_cls: 1.5389, loss: 1.5389, grad_norm: 19.6552 2020-08-09 22:01:24,953 - mmaction - INFO - Epoch [13][520/2505] lr: 5.000e-04, eta: 2 days, 13:40:15, time: 1.857, data_time: 0.002, memory: 8521, top1_acc: 0.6693, top5_acc: 0.8557, loss_cls: 1.3989, loss: 1.3989, grad_norm: 19.3258 2020-08-09 22:02:02,238 - mmaction - INFO - Epoch [13][540/2505] lr: 5.000e-04, eta: 2 days, 13:39:31, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6385, top5_acc: 0.8302, loss_cls: 1.5172, loss: 1.5172, grad_norm: 20.1119 2020-08-09 22:02:39,447 - mmaction - INFO - Epoch [13][560/2505] lr: 5.000e-04, eta: 2 days, 13:38:47, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6531, top5_acc: 0.8474, loss_cls: 1.4652, loss: 1.4652, grad_norm: 19.2626 2020-08-09 22:03:16,602 - mmaction - INFO - Epoch [13][580/2505] lr: 5.000e-04, eta: 2 days, 13:38:03, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6698, top5_acc: 0.8589, loss_cls: 1.4016, loss: 1.4016, grad_norm: 18.9315 2020-08-09 22:03:53,831 - mmaction - INFO - Epoch [13][600/2505] lr: 5.000e-04, eta: 2 days, 13:37:18, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6349, top5_acc: 0.8354, loss_cls: 1.4958, loss: 1.4958, grad_norm: 18.9637 2020-08-09 22:04:31,108 - mmaction - INFO - Epoch [13][620/2505] lr: 5.000e-04, eta: 2 days, 13:36:34, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6344, top5_acc: 0.8417, loss_cls: 1.5182, loss: 1.5182, grad_norm: 19.4251 2020-08-09 22:05:08,517 - mmaction - INFO - Epoch [13][640/2505] lr: 5.000e-04, eta: 2 days, 13:35:51, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6516, top5_acc: 0.8333, loss_cls: 1.4938, loss: 1.4938, grad_norm: 19.6334 2020-08-09 22:05:45,817 - mmaction - INFO - Epoch [13][660/2505] lr: 5.000e-04, eta: 2 days, 13:35:07, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6500, top5_acc: 0.8464, loss_cls: 1.4504, loss: 1.4504, grad_norm: 19.4930 2020-08-09 22:06:23,055 - mmaction - INFO - Epoch [13][680/2505] lr: 5.000e-04, eta: 2 days, 13:34:23, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6396, top5_acc: 0.8286, loss_cls: 1.5629, loss: 1.5629, grad_norm: 18.0254 2020-08-09 22:07:00,467 - mmaction - INFO - Epoch [13][700/2505] lr: 5.000e-04, eta: 2 days, 13:33:39, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6583, top5_acc: 0.8391, loss_cls: 1.4617, loss: 1.4617, grad_norm: 19.0707 2020-08-09 22:07:37,733 - mmaction - INFO - Epoch [13][720/2505] lr: 5.000e-04, eta: 2 days, 13:32:55, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6510, top5_acc: 0.8469, loss_cls: 1.4630, loss: 1.4630, grad_norm: 20.0391 2020-08-09 22:08:15,032 - mmaction - INFO - Epoch [13][740/2505] lr: 5.000e-04, eta: 2 days, 13:32:11, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6406, top5_acc: 0.8276, loss_cls: 1.5434, loss: 1.5434, grad_norm: 18.7265 2020-08-09 22:08:52,261 - mmaction - INFO - Epoch [13][760/2505] lr: 5.000e-04, eta: 2 days, 13:31:27, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6427, top5_acc: 0.8365, loss_cls: 1.5217, loss: 1.5217, grad_norm: 18.7632 2020-08-09 22:09:29,725 - mmaction - INFO - Epoch [13][780/2505] lr: 5.000e-04, eta: 2 days, 13:30:44, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.6458, top5_acc: 0.8359, loss_cls: 1.5212, loss: 1.5212, grad_norm: 18.9734 2020-08-09 22:10:06,957 - mmaction - INFO - Epoch [13][800/2505] lr: 5.000e-04, eta: 2 days, 13:30:00, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6656, top5_acc: 0.8333, loss_cls: 1.4593, loss: 1.4593, grad_norm: 18.7060 2020-08-09 22:10:44,243 - mmaction - INFO - Epoch [13][820/2505] lr: 5.000e-04, eta: 2 days, 13:29:16, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6521, top5_acc: 0.8417, loss_cls: 1.4650, loss: 1.4650, grad_norm: 19.6960 2020-08-09 22:11:21,549 - mmaction - INFO - Epoch [13][840/2505] lr: 5.000e-04, eta: 2 days, 13:28:32, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6370, top5_acc: 0.8328, loss_cls: 1.5294, loss: 1.5294, grad_norm: 19.5060 2020-08-09 22:11:58,916 - mmaction - INFO - Epoch [13][860/2505] lr: 5.000e-04, eta: 2 days, 13:27:48, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6641, top5_acc: 0.8484, loss_cls: 1.4473, loss: 1.4473, grad_norm: 19.6727 2020-08-09 22:12:36,190 - mmaction - INFO - Epoch [13][880/2505] lr: 5.000e-04, eta: 2 days, 13:27:04, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6568, top5_acc: 0.8406, loss_cls: 1.4524, loss: 1.4524, grad_norm: 18.8659 2020-08-09 22:13:13,566 - mmaction - INFO - Epoch [13][900/2505] lr: 5.000e-04, eta: 2 days, 13:26:21, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6349, top5_acc: 0.8339, loss_cls: 1.4912, loss: 1.4912, grad_norm: 19.3945 2020-08-09 22:13:50,924 - mmaction - INFO - Epoch [13][920/2505] lr: 5.000e-04, eta: 2 days, 13:25:37, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6516, top5_acc: 0.8354, loss_cls: 1.4955, loss: 1.4955, grad_norm: 18.3393 2020-08-09 22:14:28,114 - mmaction - INFO - Epoch [13][940/2505] lr: 5.000e-04, eta: 2 days, 13:24:53, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6630, top5_acc: 0.8437, loss_cls: 1.4015, loss: 1.4015, grad_norm: 19.3729 2020-08-09 22:15:05,320 - mmaction - INFO - Epoch [13][960/2505] lr: 5.000e-04, eta: 2 days, 13:24:09, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6573, top5_acc: 0.8526, loss_cls: 1.4227, loss: 1.4227, grad_norm: 19.1196 2020-08-09 22:15:42,600 - mmaction - INFO - Epoch [13][980/2505] lr: 5.000e-04, eta: 2 days, 13:23:25, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6365, top5_acc: 0.8271, loss_cls: 1.5091, loss: 1.5091, grad_norm: 18.6098 2020-08-09 22:16:19,889 - mmaction - INFO - Epoch [13][1000/2505] lr: 5.000e-04, eta: 2 days, 13:22:41, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6589, top5_acc: 0.8458, loss_cls: 1.4618, loss: 1.4618, grad_norm: 19.3236 2020-08-09 22:16:57,203 - mmaction - INFO - Epoch [13][1020/2505] lr: 5.000e-04, eta: 2 days, 13:21:57, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6521, top5_acc: 0.8411, loss_cls: 1.4601, loss: 1.4601, grad_norm: 19.1302 2020-08-09 22:17:34,489 - mmaction - INFO - Epoch [13][1040/2505] lr: 5.000e-04, eta: 2 days, 13:21:14, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6703, top5_acc: 0.8438, loss_cls: 1.4330, loss: 1.4330, grad_norm: 20.1929 2020-08-09 22:18:11,772 - mmaction - INFO - Epoch [13][1060/2505] lr: 5.000e-04, eta: 2 days, 13:20:30, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6625, top5_acc: 0.8464, loss_cls: 1.4348, loss: 1.4348, grad_norm: 19.6193 2020-08-09 22:18:48,987 - mmaction - INFO - Epoch [13][1080/2505] lr: 5.000e-04, eta: 2 days, 13:19:46, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6411, top5_acc: 0.8380, loss_cls: 1.5211, loss: 1.5211, grad_norm: 19.2812 2020-08-09 22:19:26,335 - mmaction - INFO - Epoch [13][1100/2505] lr: 5.000e-04, eta: 2 days, 13:19:02, time: 1.868, data_time: 0.002, memory: 8521, top1_acc: 0.6521, top5_acc: 0.8427, loss_cls: 1.4591, loss: 1.4591, grad_norm: 19.4562 2020-08-09 22:20:03,753 - mmaction - INFO - Epoch [13][1120/2505] lr: 5.000e-04, eta: 2 days, 13:18:19, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.6484, top5_acc: 0.8391, loss_cls: 1.4733, loss: 1.4733, grad_norm: 18.8060 2020-08-09 22:20:41,071 - mmaction - INFO - Epoch [13][1140/2505] lr: 5.000e-04, eta: 2 days, 13:17:35, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6516, top5_acc: 0.8437, loss_cls: 1.4651, loss: 1.4651, grad_norm: 19.6008 2020-08-09 22:21:18,368 - mmaction - INFO - Epoch [13][1160/2505] lr: 5.000e-04, eta: 2 days, 13:16:51, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6536, top5_acc: 0.8490, loss_cls: 1.4394, loss: 1.4394, grad_norm: 19.9199 2020-08-09 22:21:55,721 - mmaction - INFO - Epoch [13][1180/2505] lr: 5.000e-04, eta: 2 days, 13:16:08, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6500, top5_acc: 0.8411, loss_cls: 1.4526, loss: 1.4526, grad_norm: 19.7568 2020-08-09 22:22:33,103 - mmaction - INFO - Epoch [13][1200/2505] lr: 5.000e-04, eta: 2 days, 13:15:24, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6542, top5_acc: 0.8417, loss_cls: 1.4997, loss: 1.4997, grad_norm: 18.9644 2020-08-09 22:23:10,567 - mmaction - INFO - Epoch [13][1220/2505] lr: 5.000e-04, eta: 2 days, 13:14:41, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.6349, top5_acc: 0.8312, loss_cls: 1.5346, loss: 1.5346, grad_norm: 18.8284 2020-08-09 22:23:47,848 - mmaction - INFO - Epoch [13][1240/2505] lr: 5.000e-04, eta: 2 days, 13:13:57, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6562, top5_acc: 0.8307, loss_cls: 1.4772, loss: 1.4772, grad_norm: 19.3404 2020-08-09 22:24:24,975 - mmaction - INFO - Epoch [13][1260/2505] lr: 5.000e-04, eta: 2 days, 13:13:13, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6406, top5_acc: 0.8229, loss_cls: 1.5497, loss: 1.5497, grad_norm: 20.2521 2020-08-09 22:25:02,227 - mmaction - INFO - Epoch [13][1280/2505] lr: 5.000e-04, eta: 2 days, 13:12:29, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6583, top5_acc: 0.8573, loss_cls: 1.4011, loss: 1.4011, grad_norm: 19.3643 2020-08-09 22:25:39,440 - mmaction - INFO - Epoch [13][1300/2505] lr: 5.000e-04, eta: 2 days, 13:11:45, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6500, top5_acc: 0.8432, loss_cls: 1.4484, loss: 1.4484, grad_norm: 18.8166 2020-08-09 22:26:16,932 - mmaction - INFO - Epoch [13][1320/2505] lr: 5.000e-04, eta: 2 days, 13:11:02, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.6557, top5_acc: 0.8406, loss_cls: 1.4871, loss: 1.4871, grad_norm: 20.0186 2020-08-09 22:26:54,270 - mmaction - INFO - Epoch [13][1340/2505] lr: 5.000e-04, eta: 2 days, 13:10:19, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6359, top5_acc: 0.8250, loss_cls: 1.5716, loss: 1.5716, grad_norm: 19.2736 2020-08-09 22:27:31,628 - mmaction - INFO - Epoch [13][1360/2505] lr: 5.000e-04, eta: 2 days, 13:09:35, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6443, top5_acc: 0.8391, loss_cls: 1.4940, loss: 1.4940, grad_norm: 19.2243 2020-08-09 22:28:09,046 - mmaction - INFO - Epoch [13][1380/2505] lr: 5.000e-04, eta: 2 days, 13:08:52, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.6490, top5_acc: 0.8292, loss_cls: 1.5082, loss: 1.5082, grad_norm: 18.2543 2020-08-09 22:28:46,366 - mmaction - INFO - Epoch [13][1400/2505] lr: 5.000e-04, eta: 2 days, 13:08:09, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6396, top5_acc: 0.8229, loss_cls: 1.5258, loss: 1.5258, grad_norm: 19.5415 2020-08-09 22:29:23,672 - mmaction - INFO - Epoch [13][1420/2505] lr: 5.000e-04, eta: 2 days, 13:07:25, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6651, top5_acc: 0.8604, loss_cls: 1.3996, loss: 1.3996, grad_norm: 19.1316 2020-08-09 22:30:00,861 - mmaction - INFO - Epoch [13][1440/2505] lr: 5.000e-04, eta: 2 days, 13:06:41, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6510, top5_acc: 0.8333, loss_cls: 1.5338, loss: 1.5338, grad_norm: 18.9155 2020-08-09 22:30:38,109 - mmaction - INFO - Epoch [13][1460/2505] lr: 5.000e-04, eta: 2 days, 13:05:57, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6526, top5_acc: 0.8339, loss_cls: 1.5084, loss: 1.5084, grad_norm: 19.9305 2020-08-09 22:31:15,306 - mmaction - INFO - Epoch [13][1480/2505] lr: 5.000e-04, eta: 2 days, 13:05:13, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6349, top5_acc: 0.8281, loss_cls: 1.5364, loss: 1.5364, grad_norm: 20.1423 2020-08-09 22:31:52,513 - mmaction - INFO - Epoch [13][1500/2505] lr: 5.000e-04, eta: 2 days, 13:04:29, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6411, top5_acc: 0.8245, loss_cls: 1.5518, loss: 1.5518, grad_norm: 18.2892 2020-08-09 22:32:29,822 - mmaction - INFO - Epoch [13][1520/2505] lr: 5.000e-04, eta: 2 days, 13:03:46, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6458, top5_acc: 0.8323, loss_cls: 1.5112, loss: 1.5112, grad_norm: 19.4722 2020-08-09 22:33:07,097 - mmaction - INFO - Epoch [13][1540/2505] lr: 5.000e-04, eta: 2 days, 13:03:02, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6443, top5_acc: 0.8292, loss_cls: 1.5172, loss: 1.5172, grad_norm: 19.5701 2020-08-09 22:33:44,404 - mmaction - INFO - Epoch [13][1560/2505] lr: 5.000e-04, eta: 2 days, 13:02:19, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6411, top5_acc: 0.8354, loss_cls: 1.5429, loss: 1.5429, grad_norm: 18.6553 2020-08-09 22:34:21,705 - mmaction - INFO - Epoch [13][1580/2505] lr: 5.000e-04, eta: 2 days, 13:01:35, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6464, top5_acc: 0.8339, loss_cls: 1.5121, loss: 1.5121, grad_norm: 18.6930 2020-08-09 22:34:58,902 - mmaction - INFO - Epoch [13][1600/2505] lr: 5.000e-04, eta: 2 days, 13:00:51, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6250, top5_acc: 0.8297, loss_cls: 1.5405, loss: 1.5405, grad_norm: 19.0816 2020-08-09 22:35:36,080 - mmaction - INFO - Epoch [13][1620/2505] lr: 5.000e-04, eta: 2 days, 13:00:07, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6458, top5_acc: 0.8427, loss_cls: 1.4652, loss: 1.4652, grad_norm: 18.2493 2020-08-09 22:36:13,335 - mmaction - INFO - Epoch [13][1640/2505] lr: 5.000e-04, eta: 2 days, 12:59:23, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6474, top5_acc: 0.8339, loss_cls: 1.5363, loss: 1.5363, grad_norm: 19.4388 2020-08-09 22:36:50,591 - mmaction - INFO - Epoch [13][1660/2505] lr: 5.000e-04, eta: 2 days, 12:58:40, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6458, top5_acc: 0.8380, loss_cls: 1.4877, loss: 1.4877, grad_norm: 18.9297 2020-08-09 22:37:27,905 - mmaction - INFO - Epoch [13][1680/2505] lr: 5.000e-04, eta: 2 days, 12:57:56, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6370, top5_acc: 0.8359, loss_cls: 1.4961, loss: 1.4961, grad_norm: 20.0603 2020-08-09 22:38:05,006 - mmaction - INFO - Epoch [13][1700/2505] lr: 5.000e-04, eta: 2 days, 12:57:12, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.6557, top5_acc: 0.8500, loss_cls: 1.4530, loss: 1.4530, grad_norm: 19.0790 2020-08-09 22:38:42,270 - mmaction - INFO - Epoch [13][1720/2505] lr: 5.000e-04, eta: 2 days, 12:56:28, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6589, top5_acc: 0.8453, loss_cls: 1.4049, loss: 1.4049, grad_norm: 18.3902 2020-08-09 22:39:19,340 - mmaction - INFO - Epoch [13][1740/2505] lr: 5.000e-04, eta: 2 days, 12:55:44, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.6453, top5_acc: 0.8406, loss_cls: 1.5085, loss: 1.5085, grad_norm: 18.9599 2020-08-09 22:39:58,274 - mmaction - INFO - Epoch [13][1760/2505] lr: 5.000e-04, eta: 2 days, 12:55:06, time: 1.947, data_time: 0.001, memory: 8521, top1_acc: 0.6359, top5_acc: 0.8161, loss_cls: 1.6007, loss: 1.6007, grad_norm: 19.0637 2020-08-09 22:40:35,553 - mmaction - INFO - Epoch [13][1780/2505] lr: 5.000e-04, eta: 2 days, 12:54:23, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6349, top5_acc: 0.8406, loss_cls: 1.5053, loss: 1.5053, grad_norm: 19.7963 2020-08-09 22:41:12,772 - mmaction - INFO - Epoch [13][1800/2505] lr: 5.000e-04, eta: 2 days, 12:53:39, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6609, top5_acc: 0.8438, loss_cls: 1.4425, loss: 1.4425, grad_norm: 18.7748 2020-08-09 22:41:49,967 - mmaction - INFO - Epoch [13][1820/2505] lr: 5.000e-04, eta: 2 days, 12:52:55, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6568, top5_acc: 0.8375, loss_cls: 1.4744, loss: 1.4744, grad_norm: 18.6289 2020-08-09 22:42:27,264 - mmaction - INFO - Epoch [13][1840/2505] lr: 5.000e-04, eta: 2 days, 12:52:12, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6641, top5_acc: 0.8443, loss_cls: 1.4273, loss: 1.4273, grad_norm: 18.3898 2020-08-09 22:43:04,436 - mmaction - INFO - Epoch [13][1860/2505] lr: 5.000e-04, eta: 2 days, 12:51:28, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6245, top5_acc: 0.8312, loss_cls: 1.5767, loss: 1.5767, grad_norm: 19.6955 2020-08-09 22:43:42,800 - mmaction - INFO - Epoch [13][1880/2505] lr: 5.000e-04, eta: 2 days, 12:50:48, time: 1.918, data_time: 0.001, memory: 8521, top1_acc: 0.6333, top5_acc: 0.8323, loss_cls: 1.5538, loss: 1.5538, grad_norm: 19.4631 2020-08-09 22:44:20,084 - mmaction - INFO - Epoch [13][1900/2505] lr: 5.000e-04, eta: 2 days, 12:50:05, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6552, top5_acc: 0.8458, loss_cls: 1.4766, loss: 1.4766, grad_norm: 19.2285 2020-08-09 22:44:59,213 - mmaction - INFO - Epoch [13][1920/2505] lr: 5.000e-04, eta: 2 days, 12:49:28, time: 1.956, data_time: 0.001, memory: 8521, top1_acc: 0.6406, top5_acc: 0.8234, loss_cls: 1.5207, loss: 1.5207, grad_norm: 18.4807 2020-08-09 22:45:36,420 - mmaction - INFO - Epoch [13][1940/2505] lr: 5.000e-04, eta: 2 days, 12:48:44, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6453, top5_acc: 0.8391, loss_cls: 1.5325, loss: 1.5325, grad_norm: 18.4964 2020-08-09 22:46:14,586 - mmaction - INFO - Epoch [13][1960/2505] lr: 5.000e-04, eta: 2 days, 12:48:04, time: 1.908, data_time: 0.001, memory: 8521, top1_acc: 0.6599, top5_acc: 0.8505, loss_cls: 1.4364, loss: 1.4364, grad_norm: 19.7097 2020-08-09 22:46:51,907 - mmaction - INFO - Epoch [13][1980/2505] lr: 5.000e-04, eta: 2 days, 12:47:20, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6521, top5_acc: 0.8448, loss_cls: 1.4566, loss: 1.4566, grad_norm: 19.6520 2020-08-09 22:47:29,176 - mmaction - INFO - Epoch [13][2000/2505] lr: 5.000e-04, eta: 2 days, 12:46:37, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6349, top5_acc: 0.8344, loss_cls: 1.5074, loss: 1.5074, grad_norm: 19.0437 2020-08-09 22:48:06,516 - mmaction - INFO - Epoch [13][2020/2505] lr: 5.000e-04, eta: 2 days, 12:45:54, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6474, top5_acc: 0.8474, loss_cls: 1.5228, loss: 1.5228, grad_norm: 19.1798 2020-08-09 22:48:43,803 - mmaction - INFO - Epoch [13][2040/2505] lr: 5.000e-04, eta: 2 days, 12:45:10, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6516, top5_acc: 0.8536, loss_cls: 1.4565, loss: 1.4565, grad_norm: 19.1244 2020-08-09 22:49:20,975 - mmaction - INFO - Epoch [13][2060/2505] lr: 5.000e-04, eta: 2 days, 12:44:26, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6500, top5_acc: 0.8437, loss_cls: 1.4500, loss: 1.4500, grad_norm: 19.4634 2020-08-09 22:49:59,463 - mmaction - INFO - Epoch [13][2080/2505] lr: 5.000e-04, eta: 2 days, 12:43:47, time: 1.924, data_time: 0.001, memory: 8521, top1_acc: 0.6286, top5_acc: 0.8359, loss_cls: 1.5184, loss: 1.5184, grad_norm: 18.9001 2020-08-09 22:50:37,451 - mmaction - INFO - Epoch [13][2100/2505] lr: 5.000e-04, eta: 2 days, 12:43:06, time: 1.899, data_time: 0.001, memory: 8521, top1_acc: 0.6490, top5_acc: 0.8297, loss_cls: 1.4905, loss: 1.4905, grad_norm: 18.9647 2020-08-09 22:51:14,663 - mmaction - INFO - Epoch [13][2120/2505] lr: 5.000e-04, eta: 2 days, 12:42:23, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6578, top5_acc: 0.8406, loss_cls: 1.4510, loss: 1.4510, grad_norm: 18.6347 2020-08-09 22:51:51,915 - mmaction - INFO - Epoch [13][2140/2505] lr: 5.000e-04, eta: 2 days, 12:41:39, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6599, top5_acc: 0.8349, loss_cls: 1.4734, loss: 1.4734, grad_norm: 19.8102 2020-08-09 22:52:29,192 - mmaction - INFO - Epoch [13][2160/2505] lr: 5.000e-04, eta: 2 days, 12:40:56, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6531, top5_acc: 0.8417, loss_cls: 1.4988, loss: 1.4988, grad_norm: 19.4247 2020-08-09 22:53:06,411 - mmaction - INFO - Epoch [13][2180/2505] lr: 5.000e-04, eta: 2 days, 12:40:12, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6531, top5_acc: 0.8344, loss_cls: 1.4791, loss: 1.4791, grad_norm: 18.2569 2020-08-09 22:53:43,748 - mmaction - INFO - Epoch [13][2200/2505] lr: 5.000e-04, eta: 2 days, 12:39:29, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6677, top5_acc: 0.8417, loss_cls: 1.4229, loss: 1.4229, grad_norm: 19.4337 2020-08-09 22:54:20,983 - mmaction - INFO - Epoch [13][2220/2505] lr: 5.000e-04, eta: 2 days, 12:38:45, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6370, top5_acc: 0.8318, loss_cls: 1.5100, loss: 1.5100, grad_norm: 19.6094 2020-08-09 22:54:58,280 - mmaction - INFO - Epoch [13][2240/2505] lr: 5.000e-04, eta: 2 days, 12:38:02, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6542, top5_acc: 0.8417, loss_cls: 1.4619, loss: 1.4619, grad_norm: 19.1917 2020-08-09 22:55:35,580 - mmaction - INFO - Epoch [13][2260/2505] lr: 5.000e-04, eta: 2 days, 12:37:19, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6542, top5_acc: 0.8385, loss_cls: 1.5036, loss: 1.5036, grad_norm: 19.2773 2020-08-09 22:56:12,839 - mmaction - INFO - Epoch [13][2280/2505] lr: 5.000e-04, eta: 2 days, 12:36:35, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6349, top5_acc: 0.8359, loss_cls: 1.5061, loss: 1.5061, grad_norm: 19.3587 2020-08-09 22:57:46,589 - mmaction - INFO - Epoch [13][2300/2505] lr: 5.000e-04, eta: 2 days, 12:39:09, time: 4.688, data_time: 0.001, memory: 8521, top1_acc: 0.6401, top5_acc: 0.8370, loss_cls: 1.5107, loss: 1.5107, grad_norm: 19.6113 2020-08-09 22:58:23,827 - mmaction - INFO - Epoch [13][2320/2505] lr: 5.000e-04, eta: 2 days, 12:38:25, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6552, top5_acc: 0.8401, loss_cls: 1.4681, loss: 1.4681, grad_norm: 19.5828 2020-08-09 22:59:01,146 - mmaction - INFO - Epoch [13][2340/2505] lr: 5.000e-04, eta: 2 days, 12:37:42, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6260, top5_acc: 0.8354, loss_cls: 1.5262, loss: 1.5262, grad_norm: 20.5011 2020-08-09 22:59:38,345 - mmaction - INFO - Epoch [13][2360/2505] lr: 5.000e-04, eta: 2 days, 12:36:58, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6432, top5_acc: 0.8323, loss_cls: 1.5187, loss: 1.5187, grad_norm: 18.2213 2020-08-09 23:00:17,672 - mmaction - INFO - Epoch [13][2380/2505] lr: 5.000e-04, eta: 2 days, 12:36:22, time: 1.965, data_time: 0.002, memory: 8521, top1_acc: 0.6380, top5_acc: 0.8359, loss_cls: 1.4992, loss: 1.4992, grad_norm: 20.2132 2020-08-09 23:00:54,997 - mmaction - INFO - Epoch [13][2400/2505] lr: 5.000e-04, eta: 2 days, 12:35:38, time: 1.867, data_time: 0.012, memory: 8521, top1_acc: 0.6453, top5_acc: 0.8344, loss_cls: 1.5104, loss: 1.5104, grad_norm: 19.7526 2020-08-09 23:01:32,251 - mmaction - INFO - Epoch [13][2420/2505] lr: 5.000e-04, eta: 2 days, 12:34:55, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6604, top5_acc: 0.8328, loss_cls: 1.4697, loss: 1.4697, grad_norm: 19.1377 2020-08-09 23:02:09,557 - mmaction - INFO - Epoch [13][2440/2505] lr: 5.000e-04, eta: 2 days, 12:34:11, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6370, top5_acc: 0.8344, loss_cls: 1.5094, loss: 1.5094, grad_norm: 17.6821 2020-08-09 23:02:46,717 - mmaction - INFO - Epoch [13][2460/2505] lr: 5.000e-04, eta: 2 days, 12:33:27, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6500, top5_acc: 0.8370, loss_cls: 1.4551, loss: 1.4551, grad_norm: 18.3729 2020-08-09 23:03:23,927 - mmaction - INFO - Epoch [13][2480/2505] lr: 5.000e-04, eta: 2 days, 12:32:44, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6380, top5_acc: 0.8411, loss_cls: 1.4760, loss: 1.4760, grad_norm: 19.0084 2020-08-09 23:04:01,078 - mmaction - INFO - Epoch [13][2500/2505] lr: 5.000e-04, eta: 2 days, 12:32:00, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6526, top5_acc: 0.8391, loss_cls: 1.4923, loss: 1.4923, grad_norm: 19.1472 2020-08-09 23:06:06,945 - mmaction - INFO - Epoch [14][20/2505] lr: 5.000e-04, eta: 2 days, 12:34:39, time: 5.420, data_time: 2.794, memory: 8521, top1_acc: 0.6479, top5_acc: 0.8349, loss_cls: 1.4647, loss: 1.4647, grad_norm: 18.7211 2020-08-09 23:06:44,618 - mmaction - INFO - Epoch [14][40/2505] lr: 5.000e-04, eta: 2 days, 12:33:57, time: 1.884, data_time: 0.010, memory: 8521, top1_acc: 0.6438, top5_acc: 0.8271, loss_cls: 1.5208, loss: 1.5208, grad_norm: 18.8597 2020-08-09 23:07:22,032 - mmaction - INFO - Epoch [14][60/2505] lr: 5.000e-04, eta: 2 days, 12:33:14, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.6443, top5_acc: 0.8318, loss_cls: 1.5177, loss: 1.5177, grad_norm: 19.1296 2020-08-09 23:07:59,375 - mmaction - INFO - Epoch [14][80/2505] lr: 5.000e-04, eta: 2 days, 12:32:31, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6552, top5_acc: 0.8521, loss_cls: 1.4505, loss: 1.4505, grad_norm: 19.7273 2020-08-09 23:08:36,721 - mmaction - INFO - Epoch [14][100/2505] lr: 5.000e-04, eta: 2 days, 12:31:47, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6724, top5_acc: 0.8552, loss_cls: 1.3867, loss: 1.3867, grad_norm: 19.0343 2020-08-09 23:09:14,085 - mmaction - INFO - Epoch [14][120/2505] lr: 5.000e-04, eta: 2 days, 12:31:04, time: 1.868, data_time: 0.000, memory: 8521, top1_acc: 0.6557, top5_acc: 0.8521, loss_cls: 1.4615, loss: 1.4615, grad_norm: 19.4869 2020-08-09 23:09:51,478 - mmaction - INFO - Epoch [14][140/2505] lr: 5.000e-04, eta: 2 days, 12:30:21, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6698, top5_acc: 0.8495, loss_cls: 1.4062, loss: 1.4062, grad_norm: 20.0687 2020-08-09 23:10:29,085 - mmaction - INFO - Epoch [14][160/2505] lr: 5.000e-04, eta: 2 days, 12:29:38, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.6599, top5_acc: 0.8370, loss_cls: 1.4694, loss: 1.4694, grad_norm: 19.0982 2020-08-09 23:11:06,330 - mmaction - INFO - Epoch [14][180/2505] lr: 5.000e-04, eta: 2 days, 12:28:55, time: 1.863, data_time: 0.003, memory: 8521, top1_acc: 0.6672, top5_acc: 0.8354, loss_cls: 1.4628, loss: 1.4628, grad_norm: 18.2493 2020-08-09 23:11:43,574 - mmaction - INFO - Epoch [14][200/2505] lr: 5.000e-04, eta: 2 days, 12:28:11, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6635, top5_acc: 0.8490, loss_cls: 1.3967, loss: 1.3967, grad_norm: 18.7881 2020-08-09 23:12:20,734 - mmaction - INFO - Epoch [14][220/2505] lr: 5.000e-04, eta: 2 days, 12:27:27, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6354, top5_acc: 0.8250, loss_cls: 1.5303, loss: 1.5303, grad_norm: 19.4197 2020-08-09 23:12:57,888 - mmaction - INFO - Epoch [14][240/2505] lr: 5.000e-04, eta: 2 days, 12:26:43, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6708, top5_acc: 0.8458, loss_cls: 1.4744, loss: 1.4744, grad_norm: 18.8622 2020-08-09 23:13:35,126 - mmaction - INFO - Epoch [14][260/2505] lr: 5.000e-04, eta: 2 days, 12:25:59, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6708, top5_acc: 0.8375, loss_cls: 1.4060, loss: 1.4060, grad_norm: 19.0604 2020-08-09 23:14:12,356 - mmaction - INFO - Epoch [14][280/2505] lr: 5.000e-04, eta: 2 days, 12:25:16, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6714, top5_acc: 0.8583, loss_cls: 1.3644, loss: 1.3644, grad_norm: 18.2407 2020-08-09 23:14:49,565 - mmaction - INFO - Epoch [14][300/2505] lr: 5.000e-04, eta: 2 days, 12:24:32, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6615, top5_acc: 0.8406, loss_cls: 1.4277, loss: 1.4277, grad_norm: 18.7502 2020-08-09 23:15:26,805 - mmaction - INFO - Epoch [14][320/2505] lr: 5.000e-04, eta: 2 days, 12:23:48, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6724, top5_acc: 0.8526, loss_cls: 1.3915, loss: 1.3915, grad_norm: 19.1552 2020-08-09 23:16:03,901 - mmaction - INFO - Epoch [14][340/2505] lr: 5.000e-04, eta: 2 days, 12:23:04, time: 1.855, data_time: 0.003, memory: 8521, top1_acc: 0.6516, top5_acc: 0.8380, loss_cls: 1.4805, loss: 1.4805, grad_norm: 19.9781 2020-08-09 23:16:41,062 - mmaction - INFO - Epoch [14][360/2505] lr: 5.000e-04, eta: 2 days, 12:22:20, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6807, top5_acc: 0.8563, loss_cls: 1.3627, loss: 1.3627, grad_norm: 19.2070 2020-08-09 23:17:18,313 - mmaction - INFO - Epoch [14][380/2505] lr: 5.000e-04, eta: 2 days, 12:21:37, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6438, top5_acc: 0.8339, loss_cls: 1.5098, loss: 1.5098, grad_norm: 19.5004 2020-08-09 23:17:55,488 - mmaction - INFO - Epoch [14][400/2505] lr: 5.000e-04, eta: 2 days, 12:20:53, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6682, top5_acc: 0.8563, loss_cls: 1.3774, loss: 1.3774, grad_norm: 18.6100 2020-08-09 23:18:32,663 - mmaction - INFO - Epoch [14][420/2505] lr: 5.000e-04, eta: 2 days, 12:20:09, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6641, top5_acc: 0.8552, loss_cls: 1.4124, loss: 1.4124, grad_norm: 19.4798 2020-08-09 23:19:09,849 - mmaction - INFO - Epoch [14][440/2505] lr: 5.000e-04, eta: 2 days, 12:19:25, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6542, top5_acc: 0.8417, loss_cls: 1.4275, loss: 1.4275, grad_norm: 18.7498 2020-08-09 23:19:47,023 - mmaction - INFO - Epoch [14][460/2505] lr: 5.000e-04, eta: 2 days, 12:18:41, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6464, top5_acc: 0.8365, loss_cls: 1.5137, loss: 1.5137, grad_norm: 19.7316 2020-08-09 23:20:44,127 - mmaction - INFO - Epoch [14][480/2505] lr: 5.000e-04, eta: 2 days, 12:19:05, time: 2.855, data_time: 0.001, memory: 8521, top1_acc: 0.6542, top5_acc: 0.8318, loss_cls: 1.5274, loss: 1.5274, grad_norm: 20.1389 2020-08-09 23:21:21,311 - mmaction - INFO - Epoch [14][500/2505] lr: 5.000e-04, eta: 2 days, 12:18:22, time: 1.859, data_time: 0.003, memory: 8521, top1_acc: 0.6766, top5_acc: 0.8604, loss_cls: 1.3660, loss: 1.3660, grad_norm: 18.4695 2020-08-09 23:21:59,169 - mmaction - INFO - Epoch [14][520/2505] lr: 5.000e-04, eta: 2 days, 12:17:40, time: 1.893, data_time: 0.001, memory: 8521, top1_acc: 0.6469, top5_acc: 0.8391, loss_cls: 1.4560, loss: 1.4560, grad_norm: 19.3830 2020-08-09 23:22:36,312 - mmaction - INFO - Epoch [14][540/2505] lr: 5.000e-04, eta: 2 days, 12:16:56, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6464, top5_acc: 0.8510, loss_cls: 1.4723, loss: 1.4723, grad_norm: 20.0778 2020-08-09 23:23:13,539 - mmaction - INFO - Epoch [14][560/2505] lr: 5.000e-04, eta: 2 days, 12:16:12, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6786, top5_acc: 0.8469, loss_cls: 1.3771, loss: 1.3771, grad_norm: 17.9082 2020-08-09 23:24:41,327 - mmaction - INFO - Epoch [14][580/2505] lr: 5.000e-04, eta: 2 days, 12:18:20, time: 4.389, data_time: 0.001, memory: 8521, top1_acc: 0.6422, top5_acc: 0.8453, loss_cls: 1.5135, loss: 1.5135, grad_norm: 19.8973 2020-08-09 23:25:18,635 - mmaction - INFO - Epoch [14][600/2505] lr: 5.000e-04, eta: 2 days, 12:17:36, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6375, top5_acc: 0.8328, loss_cls: 1.4818, loss: 1.4818, grad_norm: 19.3417 2020-08-09 23:25:55,858 - mmaction - INFO - Epoch [14][620/2505] lr: 5.000e-04, eta: 2 days, 12:16:53, time: 1.861, data_time: 0.005, memory: 8521, top1_acc: 0.6526, top5_acc: 0.8411, loss_cls: 1.4578, loss: 1.4578, grad_norm: 20.1969 2020-08-09 23:26:33,003 - mmaction - INFO - Epoch [14][640/2505] lr: 5.000e-04, eta: 2 days, 12:16:09, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6698, top5_acc: 0.8516, loss_cls: 1.4257, loss: 1.4257, grad_norm: 18.8514 2020-08-09 23:27:11,535 - mmaction - INFO - Epoch [14][660/2505] lr: 5.000e-04, eta: 2 days, 12:15:29, time: 1.927, data_time: 0.001, memory: 8521, top1_acc: 0.6745, top5_acc: 0.8448, loss_cls: 1.3845, loss: 1.3845, grad_norm: 20.2655 2020-08-09 23:27:50,126 - mmaction - INFO - Epoch [14][680/2505] lr: 5.000e-04, eta: 2 days, 12:14:50, time: 1.930, data_time: 0.001, memory: 8521, top1_acc: 0.6542, top5_acc: 0.8365, loss_cls: 1.4551, loss: 1.4551, grad_norm: 19.9656 2020-08-09 23:28:27,382 - mmaction - INFO - Epoch [14][700/2505] lr: 5.000e-04, eta: 2 days, 12:14:07, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6583, top5_acc: 0.8562, loss_cls: 1.4084, loss: 1.4084, grad_norm: 19.0163 2020-08-09 23:29:05,550 - mmaction - INFO - Epoch [14][720/2505] lr: 5.000e-04, eta: 2 days, 12:13:26, time: 1.908, data_time: 0.001, memory: 8521, top1_acc: 0.6432, top5_acc: 0.8349, loss_cls: 1.5082, loss: 1.5082, grad_norm: 19.2682 2020-08-09 23:29:44,011 - mmaction - INFO - Epoch [14][740/2505] lr: 5.000e-04, eta: 2 days, 12:12:46, time: 1.923, data_time: 0.001, memory: 8521, top1_acc: 0.6490, top5_acc: 0.8411, loss_cls: 1.4918, loss: 1.4918, grad_norm: 19.8108 2020-08-09 23:30:21,361 - mmaction - INFO - Epoch [14][760/2505] lr: 5.000e-04, eta: 2 days, 12:12:03, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6505, top5_acc: 0.8349, loss_cls: 1.4828, loss: 1.4828, grad_norm: 19.4279 2020-08-09 23:30:58,619 - mmaction - INFO - Epoch [14][780/2505] lr: 5.000e-04, eta: 2 days, 12:11:20, time: 1.863, data_time: 0.004, memory: 8521, top1_acc: 0.6297, top5_acc: 0.8276, loss_cls: 1.5590, loss: 1.5590, grad_norm: 19.4523 2020-08-09 23:31:35,783 - mmaction - INFO - Epoch [14][800/2505] lr: 5.000e-04, eta: 2 days, 12:10:36, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6615, top5_acc: 0.8453, loss_cls: 1.4157, loss: 1.4157, grad_norm: 18.4796 2020-08-09 23:32:12,992 - mmaction - INFO - Epoch [14][820/2505] lr: 5.000e-04, eta: 2 days, 12:09:52, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6250, top5_acc: 0.8255, loss_cls: 1.5846, loss: 1.5846, grad_norm: 19.2430 2020-08-09 23:32:50,205 - mmaction - INFO - Epoch [14][840/2505] lr: 5.000e-04, eta: 2 days, 12:09:08, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6469, top5_acc: 0.8453, loss_cls: 1.4585, loss: 1.4585, grad_norm: 19.3911 2020-08-09 23:33:27,378 - mmaction - INFO - Epoch [14][860/2505] lr: 5.000e-04, eta: 2 days, 12:08:24, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6464, top5_acc: 0.8328, loss_cls: 1.5338, loss: 1.5338, grad_norm: 19.9492 2020-08-09 23:34:04,555 - mmaction - INFO - Epoch [14][880/2505] lr: 5.000e-04, eta: 2 days, 12:07:40, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6500, top5_acc: 0.8484, loss_cls: 1.4604, loss: 1.4604, grad_norm: 19.9358 2020-08-09 23:34:41,755 - mmaction - INFO - Epoch [14][900/2505] lr: 5.000e-04, eta: 2 days, 12:06:57, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6422, top5_acc: 0.8271, loss_cls: 1.5083, loss: 1.5083, grad_norm: 18.4494 2020-08-09 23:36:17,378 - mmaction - INFO - Epoch [14][920/2505] lr: 5.000e-04, eta: 2 days, 12:09:28, time: 4.781, data_time: 0.001, memory: 8521, top1_acc: 0.6661, top5_acc: 0.8516, loss_cls: 1.3956, loss: 1.3956, grad_norm: 18.5416 2020-08-09 23:37:11,403 - mmaction - INFO - Epoch [14][940/2505] lr: 5.000e-04, eta: 2 days, 12:09:40, time: 2.701, data_time: 0.002, memory: 8521, top1_acc: 0.6677, top5_acc: 0.8573, loss_cls: 1.3732, loss: 1.3732, grad_norm: 18.3758 2020-08-09 23:37:48,528 - mmaction - INFO - Epoch [14][960/2505] lr: 5.000e-04, eta: 2 days, 12:08:56, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.6448, top5_acc: 0.8401, loss_cls: 1.5199, loss: 1.5199, grad_norm: 19.4567 2020-08-09 23:38:26,817 - mmaction - INFO - Epoch [14][980/2505] lr: 5.000e-04, eta: 2 days, 12:08:16, time: 1.914, data_time: 0.001, memory: 8521, top1_acc: 0.6484, top5_acc: 0.8495, loss_cls: 1.4260, loss: 1.4260, grad_norm: 19.0289 2020-08-09 23:39:04,050 - mmaction - INFO - Epoch [14][1000/2505] lr: 5.000e-04, eta: 2 days, 12:07:32, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6604, top5_acc: 0.8458, loss_cls: 1.4525, loss: 1.4525, grad_norm: 18.9128 2020-08-09 23:39:41,262 - mmaction - INFO - Epoch [14][1020/2505] lr: 5.000e-04, eta: 2 days, 12:06:48, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6448, top5_acc: 0.8411, loss_cls: 1.4678, loss: 1.4678, grad_norm: 19.7427 2020-08-09 23:40:18,434 - mmaction - INFO - Epoch [14][1040/2505] lr: 5.000e-04, eta: 2 days, 12:06:04, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6422, top5_acc: 0.8427, loss_cls: 1.4762, loss: 1.4762, grad_norm: 19.1443 2020-08-09 23:40:55,760 - mmaction - INFO - Epoch [14][1060/2505] lr: 5.000e-04, eta: 2 days, 12:05:21, time: 1.866, data_time: 0.005, memory: 8521, top1_acc: 0.6542, top5_acc: 0.8380, loss_cls: 1.4812, loss: 1.4812, grad_norm: 20.2207 2020-08-09 23:42:22,777 - mmaction - INFO - Epoch [14][1080/2505] lr: 5.000e-04, eta: 2 days, 12:07:22, time: 4.351, data_time: 0.001, memory: 8521, top1_acc: 0.6438, top5_acc: 0.8443, loss_cls: 1.4596, loss: 1.4596, grad_norm: 19.4570 2020-08-09 23:43:16,493 - mmaction - INFO - Epoch [14][1100/2505] lr: 5.000e-04, eta: 2 days, 12:07:33, time: 2.686, data_time: 0.001, memory: 8521, top1_acc: 0.6422, top5_acc: 0.8354, loss_cls: 1.4906, loss: 1.4906, grad_norm: 18.9969 2020-08-09 23:43:53,662 - mmaction - INFO - Epoch [14][1120/2505] lr: 5.000e-04, eta: 2 days, 12:06:49, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6443, top5_acc: 0.8385, loss_cls: 1.5021, loss: 1.5021, grad_norm: 19.0908 2020-08-09 23:44:30,935 - mmaction - INFO - Epoch [14][1140/2505] lr: 5.000e-04, eta: 2 days, 12:06:05, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6401, top5_acc: 0.8401, loss_cls: 1.4938, loss: 1.4938, grad_norm: 19.1058 2020-08-09 23:45:09,327 - mmaction - INFO - Epoch [14][1160/2505] lr: 5.000e-04, eta: 2 days, 12:05:25, time: 1.920, data_time: 0.001, memory: 8521, top1_acc: 0.6464, top5_acc: 0.8380, loss_cls: 1.4984, loss: 1.4984, grad_norm: 19.6278 2020-08-09 23:45:48,113 - mmaction - INFO - Epoch [14][1180/2505] lr: 5.000e-04, eta: 2 days, 12:04:46, time: 1.939, data_time: 0.003, memory: 8521, top1_acc: 0.6521, top5_acc: 0.8115, loss_cls: 1.5796, loss: 1.5796, grad_norm: 19.3401 2020-08-09 23:46:25,318 - mmaction - INFO - Epoch [14][1200/2505] lr: 5.000e-04, eta: 2 days, 12:04:02, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6667, top5_acc: 0.8417, loss_cls: 1.4306, loss: 1.4306, grad_norm: 19.0568 2020-08-09 23:47:02,595 - mmaction - INFO - Epoch [14][1220/2505] lr: 5.000e-04, eta: 2 days, 12:03:19, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6453, top5_acc: 0.8406, loss_cls: 1.4721, loss: 1.4721, grad_norm: 19.6037 2020-08-09 23:47:39,878 - mmaction - INFO - Epoch [14][1240/2505] lr: 5.000e-04, eta: 2 days, 12:02:35, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6594, top5_acc: 0.8432, loss_cls: 1.4163, loss: 1.4163, grad_norm: 18.5677 2020-08-09 23:48:17,126 - mmaction - INFO - Epoch [14][1260/2505] lr: 5.000e-04, eta: 2 days, 12:01:51, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6536, top5_acc: 0.8474, loss_cls: 1.4447, loss: 1.4447, grad_norm: 18.4126 2020-08-09 23:48:54,386 - mmaction - INFO - Epoch [14][1280/2505] lr: 5.000e-04, eta: 2 days, 12:01:07, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6510, top5_acc: 0.8391, loss_cls: 1.4623, loss: 1.4623, grad_norm: 19.5070 2020-08-09 23:49:31,590 - mmaction - INFO - Epoch [14][1300/2505] lr: 5.000e-04, eta: 2 days, 12:00:23, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6635, top5_acc: 0.8307, loss_cls: 1.4628, loss: 1.4628, grad_norm: 18.7480 2020-08-09 23:50:08,758 - mmaction - INFO - Epoch [14][1320/2505] lr: 5.000e-04, eta: 2 days, 11:59:39, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6542, top5_acc: 0.8495, loss_cls: 1.4254, loss: 1.4254, grad_norm: 18.9368 2020-08-09 23:50:45,969 - mmaction - INFO - Epoch [14][1340/2505] lr: 5.000e-04, eta: 2 days, 11:58:55, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6583, top5_acc: 0.8469, loss_cls: 1.4060, loss: 1.4060, grad_norm: 19.3518 2020-08-09 23:51:23,119 - mmaction - INFO - Epoch [14][1360/2505] lr: 5.000e-04, eta: 2 days, 11:58:11, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6484, top5_acc: 0.8339, loss_cls: 1.5099, loss: 1.5099, grad_norm: 19.2265 2020-08-09 23:52:00,337 - mmaction - INFO - Epoch [14][1380/2505] lr: 5.000e-04, eta: 2 days, 11:57:27, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6490, top5_acc: 0.8406, loss_cls: 1.4987, loss: 1.4987, grad_norm: 18.7440 2020-08-09 23:52:37,606 - mmaction - INFO - Epoch [14][1400/2505] lr: 5.000e-04, eta: 2 days, 11:56:44, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6630, top5_acc: 0.8469, loss_cls: 1.4158, loss: 1.4158, grad_norm: 18.9625 2020-08-09 23:53:14,751 - mmaction - INFO - Epoch [14][1420/2505] lr: 5.000e-04, eta: 2 days, 11:56:00, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6536, top5_acc: 0.8349, loss_cls: 1.4681, loss: 1.4681, grad_norm: 19.6274 2020-08-09 23:53:51,967 - mmaction - INFO - Epoch [14][1440/2505] lr: 5.000e-04, eta: 2 days, 11:55:16, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6516, top5_acc: 0.8385, loss_cls: 1.5396, loss: 1.5396, grad_norm: 19.4653 2020-08-09 23:54:29,166 - mmaction - INFO - Epoch [14][1460/2505] lr: 5.000e-04, eta: 2 days, 11:54:32, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6516, top5_acc: 0.8370, loss_cls: 1.4773, loss: 1.4773, grad_norm: 18.6467 2020-08-09 23:55:23,798 - mmaction - INFO - Epoch [14][1480/2505] lr: 5.000e-04, eta: 2 days, 11:54:45, time: 2.732, data_time: 0.001, memory: 8521, top1_acc: 0.6677, top5_acc: 0.8490, loss_cls: 1.4013, loss: 1.4013, grad_norm: 19.7680 2020-08-09 23:56:01,928 - mmaction - INFO - Epoch [14][1500/2505] lr: 5.000e-04, eta: 2 days, 11:54:04, time: 1.906, data_time: 0.001, memory: 8521, top1_acc: 0.6578, top5_acc: 0.8484, loss_cls: 1.4372, loss: 1.4372, grad_norm: 19.0557 2020-08-09 23:56:39,098 - mmaction - INFO - Epoch [14][1520/2505] lr: 5.000e-04, eta: 2 days, 11:53:20, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6526, top5_acc: 0.8380, loss_cls: 1.4632, loss: 1.4632, grad_norm: 18.9361 2020-08-09 23:57:17,360 - mmaction - INFO - Epoch [14][1540/2505] lr: 5.000e-04, eta: 2 days, 11:52:40, time: 1.913, data_time: 0.001, memory: 8521, top1_acc: 0.6563, top5_acc: 0.8484, loss_cls: 1.4377, loss: 1.4377, grad_norm: 19.3165 2020-08-09 23:58:46,493 - mmaction - INFO - Epoch [14][1560/2505] lr: 5.000e-04, eta: 2 days, 11:54:45, time: 4.456, data_time: 0.001, memory: 8521, top1_acc: 0.6406, top5_acc: 0.8375, loss_cls: 1.4965, loss: 1.4965, grad_norm: 19.4963 2020-08-09 23:59:23,766 - mmaction - INFO - Epoch [14][1580/2505] lr: 5.000e-04, eta: 2 days, 11:54:01, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6635, top5_acc: 0.8536, loss_cls: 1.3913, loss: 1.3913, grad_norm: 19.8121 2020-08-10 00:00:00,883 - mmaction - INFO - Epoch [14][1600/2505] lr: 5.000e-04, eta: 2 days, 11:53:17, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.6464, top5_acc: 0.8292, loss_cls: 1.5181, loss: 1.5181, grad_norm: 19.7273 2020-08-10 00:00:41,249 - mmaction - INFO - Epoch [14][1620/2505] lr: 5.000e-04, eta: 2 days, 11:52:43, time: 2.018, data_time: 0.001, memory: 8521, top1_acc: 0.6286, top5_acc: 0.8406, loss_cls: 1.4985, loss: 1.4985, grad_norm: 19.4340 2020-08-10 00:01:18,670 - mmaction - INFO - Epoch [14][1640/2505] lr: 5.000e-04, eta: 2 days, 11:52:00, time: 1.871, data_time: 0.007, memory: 8521, top1_acc: 0.6380, top5_acc: 0.8318, loss_cls: 1.5426, loss: 1.5426, grad_norm: 19.7072 2020-08-10 00:02:53,807 - mmaction - INFO - Epoch [14][1660/2505] lr: 5.000e-04, eta: 2 days, 11:54:24, time: 4.757, data_time: 0.001, memory: 8521, top1_acc: 0.6365, top5_acc: 0.8391, loss_cls: 1.5203, loss: 1.5203, grad_norm: 19.8319 2020-08-10 00:03:31,045 - mmaction - INFO - Epoch [14][1680/2505] lr: 5.000e-04, eta: 2 days, 11:53:40, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6422, top5_acc: 0.8339, loss_cls: 1.5018, loss: 1.5018, grad_norm: 19.8357 2020-08-10 00:04:09,767 - mmaction - INFO - Epoch [14][1700/2505] lr: 5.000e-04, eta: 2 days, 11:53:01, time: 1.936, data_time: 0.001, memory: 8521, top1_acc: 0.6641, top5_acc: 0.8401, loss_cls: 1.4850, loss: 1.4850, grad_norm: 18.3225 2020-08-10 00:04:47,085 - mmaction - INFO - Epoch [14][1720/2505] lr: 5.000e-04, eta: 2 days, 11:52:17, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6599, top5_acc: 0.8432, loss_cls: 1.4494, loss: 1.4494, grad_norm: 17.9282 2020-08-10 00:05:25,058 - mmaction - INFO - Epoch [14][1740/2505] lr: 5.000e-04, eta: 2 days, 11:51:35, time: 1.898, data_time: 0.001, memory: 8521, top1_acc: 0.6396, top5_acc: 0.8255, loss_cls: 1.5561, loss: 1.5561, grad_norm: 18.7256 2020-08-10 00:06:02,465 - mmaction - INFO - Epoch [14][1760/2505] lr: 5.000e-04, eta: 2 days, 11:50:52, time: 1.871, data_time: 0.004, memory: 8521, top1_acc: 0.6505, top5_acc: 0.8495, loss_cls: 1.4472, loss: 1.4472, grad_norm: 20.2396 2020-08-10 00:06:39,660 - mmaction - INFO - Epoch [14][1780/2505] lr: 5.000e-04, eta: 2 days, 11:50:08, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6484, top5_acc: 0.8292, loss_cls: 1.5348, loss: 1.5348, grad_norm: 19.0487 2020-08-10 00:07:18,517 - mmaction - INFO - Epoch [14][1800/2505] lr: 5.000e-04, eta: 2 days, 11:49:29, time: 1.943, data_time: 0.001, memory: 8521, top1_acc: 0.6542, top5_acc: 0.8380, loss_cls: 1.4778, loss: 1.4778, grad_norm: 18.8117 2020-08-10 00:07:55,791 - mmaction - INFO - Epoch [14][1820/2505] lr: 5.000e-04, eta: 2 days, 11:48:45, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6495, top5_acc: 0.8307, loss_cls: 1.4818, loss: 1.4818, grad_norm: 19.3390 2020-08-10 00:08:33,028 - mmaction - INFO - Epoch [14][1840/2505] lr: 5.000e-04, eta: 2 days, 11:48:01, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6578, top5_acc: 0.8396, loss_cls: 1.4568, loss: 1.4568, grad_norm: 18.8051 2020-08-10 00:09:26,684 - mmaction - INFO - Epoch [14][1860/2505] lr: 5.000e-04, eta: 2 days, 11:48:10, time: 2.683, data_time: 0.001, memory: 8521, top1_acc: 0.6458, top5_acc: 0.8333, loss_cls: 1.5015, loss: 1.5015, grad_norm: 19.6300 2020-08-10 00:10:04,543 - mmaction - INFO - Epoch [14][1880/2505] lr: 5.000e-04, eta: 2 days, 11:47:28, time: 1.893, data_time: 0.001, memory: 8521, top1_acc: 0.6411, top5_acc: 0.8427, loss_cls: 1.4665, loss: 1.4665, grad_norm: 18.6885 2020-08-10 00:10:41,853 - mmaction - INFO - Epoch [14][1900/2505] lr: 5.000e-04, eta: 2 days, 11:46:44, time: 1.866, data_time: 0.004, memory: 8521, top1_acc: 0.6401, top5_acc: 0.8245, loss_cls: 1.4989, loss: 1.4989, grad_norm: 19.1407 2020-08-10 00:11:19,085 - mmaction - INFO - Epoch [14][1920/2505] lr: 5.000e-04, eta: 2 days, 11:46:00, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6594, top5_acc: 0.8443, loss_cls: 1.4536, loss: 1.4536, grad_norm: 19.4313 2020-08-10 00:11:56,219 - mmaction - INFO - Epoch [14][1940/2505] lr: 5.000e-04, eta: 2 days, 11:45:16, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6578, top5_acc: 0.8292, loss_cls: 1.4544, loss: 1.4544, grad_norm: 18.9981 2020-08-10 00:12:33,411 - mmaction - INFO - Epoch [14][1960/2505] lr: 5.000e-04, eta: 2 days, 11:44:32, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6490, top5_acc: 0.8318, loss_cls: 1.5050, loss: 1.5050, grad_norm: 19.2739 2020-08-10 00:13:11,724 - mmaction - INFO - Epoch [14][1980/2505] lr: 5.000e-04, eta: 2 days, 11:43:51, time: 1.916, data_time: 0.001, memory: 8521, top1_acc: 0.6589, top5_acc: 0.8474, loss_cls: 1.4368, loss: 1.4368, grad_norm: 18.7973 2020-08-10 00:13:48,912 - mmaction - INFO - Epoch [14][2000/2505] lr: 5.000e-04, eta: 2 days, 11:43:07, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6401, top5_acc: 0.8307, loss_cls: 1.5109, loss: 1.5109, grad_norm: 18.5316 2020-08-10 00:14:26,022 - mmaction - INFO - Epoch [14][2020/2505] lr: 5.000e-04, eta: 2 days, 11:42:23, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.6484, top5_acc: 0.8417, loss_cls: 1.4516, loss: 1.4516, grad_norm: 19.0269 2020-08-10 00:15:03,186 - mmaction - INFO - Epoch [14][2040/2505] lr: 5.000e-04, eta: 2 days, 11:41:39, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6510, top5_acc: 0.8469, loss_cls: 1.4892, loss: 1.4892, grad_norm: 19.4695 2020-08-10 00:15:40,361 - mmaction - INFO - Epoch [14][2060/2505] lr: 5.000e-04, eta: 2 days, 11:40:55, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6490, top5_acc: 0.8417, loss_cls: 1.4801, loss: 1.4801, grad_norm: 18.6343 2020-08-10 00:16:19,236 - mmaction - INFO - Epoch [14][2080/2505] lr: 5.000e-04, eta: 2 days, 11:40:16, time: 1.944, data_time: 0.001, memory: 8521, top1_acc: 0.6490, top5_acc: 0.8458, loss_cls: 1.4570, loss: 1.4570, grad_norm: 19.4264 2020-08-10 00:16:56,460 - mmaction - INFO - Epoch [14][2100/2505] lr: 5.000e-04, eta: 2 days, 11:39:32, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6297, top5_acc: 0.8240, loss_cls: 1.5647, loss: 1.5647, grad_norm: 19.4332 2020-08-10 00:17:33,647 - mmaction - INFO - Epoch [14][2120/2505] lr: 5.000e-04, eta: 2 days, 11:38:48, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6479, top5_acc: 0.8339, loss_cls: 1.4837, loss: 1.4837, grad_norm: 18.2038 2020-08-10 00:18:10,827 - mmaction - INFO - Epoch [14][2140/2505] lr: 5.000e-04, eta: 2 days, 11:38:04, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6693, top5_acc: 0.8375, loss_cls: 1.4595, loss: 1.4595, grad_norm: 19.1514 2020-08-10 00:18:48,090 - mmaction - INFO - Epoch [14][2160/2505] lr: 5.000e-04, eta: 2 days, 11:37:20, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6651, top5_acc: 0.8479, loss_cls: 1.4560, loss: 1.4560, grad_norm: 19.0315 2020-08-10 00:19:28,578 - mmaction - INFO - Epoch [14][2180/2505] lr: 5.000e-04, eta: 2 days, 11:36:46, time: 2.024, data_time: 0.001, memory: 8521, top1_acc: 0.6406, top5_acc: 0.8354, loss_cls: 1.4894, loss: 1.4894, grad_norm: 19.4067 2020-08-10 00:20:05,754 - mmaction - INFO - Epoch [14][2200/2505] lr: 5.000e-04, eta: 2 days, 11:36:02, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6620, top5_acc: 0.8344, loss_cls: 1.4534, loss: 1.4534, grad_norm: 18.3172 2020-08-10 00:20:59,746 - mmaction - INFO - Epoch [14][2220/2505] lr: 5.000e-04, eta: 2 days, 11:36:12, time: 2.700, data_time: 0.001, memory: 8521, top1_acc: 0.6734, top5_acc: 0.8625, loss_cls: 1.3344, loss: 1.3344, grad_norm: 19.5008 2020-08-10 00:21:38,482 - mmaction - INFO - Epoch [14][2240/2505] lr: 5.000e-04, eta: 2 days, 11:35:33, time: 1.937, data_time: 0.001, memory: 8521, top1_acc: 0.6562, top5_acc: 0.8448, loss_cls: 1.4228, loss: 1.4228, grad_norm: 18.7233 2020-08-10 00:22:15,794 - mmaction - INFO - Epoch [14][2260/2505] lr: 5.000e-04, eta: 2 days, 11:34:49, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6406, top5_acc: 0.8203, loss_cls: 1.5761, loss: 1.5761, grad_norm: 19.7017 2020-08-10 00:22:54,106 - mmaction - INFO - Epoch [14][2280/2505] lr: 5.000e-04, eta: 2 days, 11:34:08, time: 1.916, data_time: 0.001, memory: 8521, top1_acc: 0.6500, top5_acc: 0.8385, loss_cls: 1.4529, loss: 1.4529, grad_norm: 18.5739 2020-08-10 00:23:31,300 - mmaction - INFO - Epoch [14][2300/2505] lr: 5.000e-04, eta: 2 days, 11:33:24, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6521, top5_acc: 0.8375, loss_cls: 1.4544, loss: 1.4544, grad_norm: 18.5261 2020-08-10 00:24:08,469 - mmaction - INFO - Epoch [14][2320/2505] lr: 5.000e-04, eta: 2 days, 11:32:40, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6490, top5_acc: 0.8458, loss_cls: 1.4716, loss: 1.4716, grad_norm: 18.7993 2020-08-10 00:24:45,773 - mmaction - INFO - Epoch [14][2340/2505] lr: 5.000e-04, eta: 2 days, 11:31:57, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6438, top5_acc: 0.8411, loss_cls: 1.5347, loss: 1.5347, grad_norm: 18.2940 2020-08-10 00:25:23,028 - mmaction - INFO - Epoch [14][2360/2505] lr: 5.000e-04, eta: 2 days, 11:31:13, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6375, top5_acc: 0.8302, loss_cls: 1.5468, loss: 1.5468, grad_norm: 19.5497 2020-08-10 00:26:00,276 - mmaction - INFO - Epoch [14][2380/2505] lr: 5.000e-04, eta: 2 days, 11:30:29, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6547, top5_acc: 0.8448, loss_cls: 1.4351, loss: 1.4351, grad_norm: 19.4060 2020-08-10 00:26:37,480 - mmaction - INFO - Epoch [14][2400/2505] lr: 5.000e-04, eta: 2 days, 11:29:45, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6380, top5_acc: 0.8297, loss_cls: 1.5306, loss: 1.5306, grad_norm: 18.5237 2020-08-10 00:27:14,812 - mmaction - INFO - Epoch [14][2420/2505] lr: 5.000e-04, eta: 2 days, 11:29:01, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6396, top5_acc: 0.8479, loss_cls: 1.4862, loss: 1.4862, grad_norm: 19.8624 2020-08-10 00:28:10,727 - mmaction - INFO - Epoch [14][2440/2505] lr: 5.000e-04, eta: 2 days, 11:29:16, time: 2.796, data_time: 0.001, memory: 8521, top1_acc: 0.6594, top5_acc: 0.8406, loss_cls: 1.4376, loss: 1.4376, grad_norm: 18.0264 2020-08-10 00:28:47,936 - mmaction - INFO - Epoch [14][2460/2505] lr: 5.000e-04, eta: 2 days, 11:28:32, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6172, top5_acc: 0.8302, loss_cls: 1.5856, loss: 1.5856, grad_norm: 19.9056 2020-08-10 00:29:25,125 - mmaction - INFO - Epoch [14][2480/2505] lr: 5.000e-04, eta: 2 days, 11:27:48, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6542, top5_acc: 0.8484, loss_cls: 1.4216, loss: 1.4216, grad_norm: 18.6499 2020-08-10 00:30:04,672 - mmaction - INFO - Epoch [14][2500/2505] lr: 5.000e-04, eta: 2 days, 11:27:12, time: 1.977, data_time: 0.001, memory: 8521, top1_acc: 0.6312, top5_acc: 0.8333, loss_cls: 1.5066, loss: 1.5066, grad_norm: 19.0609 2020-08-10 00:30:20,339 - mmaction - INFO - Saving checkpoint at 14 epochs 2020-08-10 00:31:59,178 - mmaction - INFO - Epoch [15][20/2505] lr: 5.000e-04, eta: 2 days, 11:28:55, time: 4.846, data_time: 2.712, memory: 8521, top1_acc: 0.6354, top5_acc: 0.8375, loss_cls: 1.5127, loss: 1.5127, grad_norm: 19.3761 2020-08-10 00:32:36,921 - mmaction - INFO - Epoch [15][40/2505] lr: 5.000e-04, eta: 2 days, 11:28:13, time: 1.887, data_time: 0.009, memory: 8521, top1_acc: 0.6651, top5_acc: 0.8557, loss_cls: 1.3658, loss: 1.3658, grad_norm: 18.2347 2020-08-10 00:33:14,358 - mmaction - INFO - Epoch [15][60/2505] lr: 5.000e-04, eta: 2 days, 11:27:29, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.6516, top5_acc: 0.8396, loss_cls: 1.4473, loss: 1.4473, grad_norm: 18.6542 2020-08-10 00:33:52,557 - mmaction - INFO - Epoch [15][80/2505] lr: 5.000e-04, eta: 2 days, 11:26:49, time: 1.910, data_time: 0.001, memory: 8521, top1_acc: 0.6531, top5_acc: 0.8380, loss_cls: 1.4596, loss: 1.4596, grad_norm: 19.2746 2020-08-10 00:34:30,805 - mmaction - INFO - Epoch [15][100/2505] lr: 5.000e-04, eta: 2 days, 11:26:08, time: 1.912, data_time: 0.001, memory: 8521, top1_acc: 0.6656, top5_acc: 0.8469, loss_cls: 1.4338, loss: 1.4338, grad_norm: 19.3697 2020-08-10 00:35:25,160 - mmaction - INFO - Epoch [15][120/2505] lr: 5.000e-04, eta: 2 days, 11:26:17, time: 2.717, data_time: 0.001, memory: 8521, top1_acc: 0.6750, top5_acc: 0.8505, loss_cls: 1.3837, loss: 1.3837, grad_norm: 18.8133 2020-08-10 00:36:20,073 - mmaction - INFO - Epoch [15][140/2505] lr: 5.000e-04, eta: 2 days, 11:26:29, time: 2.746, data_time: 0.005, memory: 8521, top1_acc: 0.6437, top5_acc: 0.8339, loss_cls: 1.5056, loss: 1.5056, grad_norm: 18.8711 2020-08-10 00:37:00,304 - mmaction - INFO - Epoch [15][160/2505] lr: 5.000e-04, eta: 2 days, 11:25:54, time: 2.011, data_time: 0.001, memory: 8521, top1_acc: 0.6609, top5_acc: 0.8354, loss_cls: 1.4722, loss: 1.4722, grad_norm: 18.6616 2020-08-10 00:37:38,135 - mmaction - INFO - Epoch [15][180/2505] lr: 5.000e-04, eta: 2 days, 11:25:12, time: 1.891, data_time: 0.001, memory: 8521, top1_acc: 0.6589, top5_acc: 0.8443, loss_cls: 1.4551, loss: 1.4551, grad_norm: 18.3469 2020-08-10 00:38:15,327 - mmaction - INFO - Epoch [15][200/2505] lr: 5.000e-04, eta: 2 days, 11:24:28, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6573, top5_acc: 0.8599, loss_cls: 1.3919, loss: 1.3919, grad_norm: 19.1809 2020-08-10 00:38:52,515 - mmaction - INFO - Epoch [15][220/2505] lr: 5.000e-04, eta: 2 days, 11:23:44, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6578, top5_acc: 0.8557, loss_cls: 1.4172, loss: 1.4172, grad_norm: 19.0068 2020-08-10 00:39:31,259 - mmaction - INFO - Epoch [15][240/2505] lr: 5.000e-04, eta: 2 days, 11:23:04, time: 1.937, data_time: 0.001, memory: 8521, top1_acc: 0.6385, top5_acc: 0.8344, loss_cls: 1.4806, loss: 1.4806, grad_norm: 19.7733 2020-08-10 00:40:08,490 - mmaction - INFO - Epoch [15][260/2505] lr: 5.000e-04, eta: 2 days, 11:22:20, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6745, top5_acc: 0.8432, loss_cls: 1.4171, loss: 1.4171, grad_norm: 18.0943 2020-08-10 00:40:45,661 - mmaction - INFO - Epoch [15][280/2505] lr: 5.000e-04, eta: 2 days, 11:21:36, time: 1.859, data_time: 0.002, memory: 8521, top1_acc: 0.6734, top5_acc: 0.8417, loss_cls: 1.4139, loss: 1.4139, grad_norm: 18.6353 2020-08-10 00:41:22,860 - mmaction - INFO - Epoch [15][300/2505] lr: 5.000e-04, eta: 2 days, 11:20:52, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6646, top5_acc: 0.8380, loss_cls: 1.4370, loss: 1.4370, grad_norm: 19.2833 2020-08-10 00:42:00,069 - mmaction - INFO - Epoch [15][320/2505] lr: 5.000e-04, eta: 2 days, 11:20:08, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6516, top5_acc: 0.8438, loss_cls: 1.4139, loss: 1.4139, grad_norm: 18.4523 2020-08-10 00:42:38,599 - mmaction - INFO - Epoch [15][340/2505] lr: 5.000e-04, eta: 2 days, 11:19:28, time: 1.927, data_time: 0.001, memory: 8521, top1_acc: 0.6531, top5_acc: 0.8490, loss_cls: 1.4194, loss: 1.4194, grad_norm: 19.5972 2020-08-10 00:43:16,043 - mmaction - INFO - Epoch [15][360/2505] lr: 5.000e-04, eta: 2 days, 11:18:45, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.6573, top5_acc: 0.8286, loss_cls: 1.5038, loss: 1.5038, grad_norm: 19.6431 2020-08-10 00:43:53,281 - mmaction - INFO - Epoch [15][380/2505] lr: 5.000e-04, eta: 2 days, 11:18:01, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6630, top5_acc: 0.8396, loss_cls: 1.4394, loss: 1.4394, grad_norm: 19.0896 2020-08-10 00:44:30,554 - mmaction - INFO - Epoch [15][400/2505] lr: 5.000e-04, eta: 2 days, 11:17:17, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6599, top5_acc: 0.8375, loss_cls: 1.4558, loss: 1.4558, grad_norm: 18.9504 2020-08-10 00:45:09,751 - mmaction - INFO - Epoch [15][420/2505] lr: 5.000e-04, eta: 2 days, 11:16:39, time: 1.960, data_time: 0.068, memory: 8521, top1_acc: 0.6469, top5_acc: 0.8307, loss_cls: 1.5138, loss: 1.5138, grad_norm: 20.0695 2020-08-10 00:45:46,970 - mmaction - INFO - Epoch [15][440/2505] lr: 5.000e-04, eta: 2 days, 11:15:55, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6672, top5_acc: 0.8568, loss_cls: 1.3656, loss: 1.3656, grad_norm: 19.9414 2020-08-10 00:46:24,341 - mmaction - INFO - Epoch [15][460/2505] lr: 5.000e-04, eta: 2 days, 11:15:12, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6510, top5_acc: 0.8495, loss_cls: 1.4494, loss: 1.4494, grad_norm: 19.2971 2020-08-10 00:47:01,750 - mmaction - INFO - Epoch [15][480/2505] lr: 5.000e-04, eta: 2 days, 11:14:28, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6630, top5_acc: 0.8510, loss_cls: 1.4177, loss: 1.4177, grad_norm: 18.7944 2020-08-10 00:47:39,004 - mmaction - INFO - Epoch [15][500/2505] lr: 5.000e-04, eta: 2 days, 11:13:44, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6630, top5_acc: 0.8448, loss_cls: 1.4371, loss: 1.4371, grad_norm: 19.5645 2020-08-10 00:48:16,221 - mmaction - INFO - Epoch [15][520/2505] lr: 5.000e-04, eta: 2 days, 11:13:00, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6557, top5_acc: 0.8318, loss_cls: 1.4856, loss: 1.4856, grad_norm: 18.6218 2020-08-10 00:48:54,672 - mmaction - INFO - Epoch [15][540/2505] lr: 5.000e-04, eta: 2 days, 11:12:20, time: 1.923, data_time: 0.001, memory: 8521, top1_acc: 0.6729, top5_acc: 0.8464, loss_cls: 1.4031, loss: 1.4031, grad_norm: 18.5583 2020-08-10 00:49:33,271 - mmaction - INFO - Epoch [15][560/2505] lr: 5.000e-04, eta: 2 days, 11:11:41, time: 1.930, data_time: 0.001, memory: 8521, top1_acc: 0.6516, top5_acc: 0.8464, loss_cls: 1.4512, loss: 1.4512, grad_norm: 18.9307 2020-08-10 00:50:31,227 - mmaction - INFO - Epoch [15][580/2505] lr: 5.000e-04, eta: 2 days, 11:12:00, time: 2.898, data_time: 0.001, memory: 8521, top1_acc: 0.6521, top5_acc: 0.8479, loss_cls: 1.4669, loss: 1.4669, grad_norm: 19.9929 2020-08-10 00:51:10,114 - mmaction - INFO - Epoch [15][600/2505] lr: 5.000e-04, eta: 2 days, 11:11:22, time: 1.944, data_time: 0.001, memory: 8521, top1_acc: 0.6453, top5_acc: 0.8365, loss_cls: 1.4803, loss: 1.4803, grad_norm: 18.5723 2020-08-10 00:51:47,391 - mmaction - INFO - Epoch [15][620/2505] lr: 5.000e-04, eta: 2 days, 11:10:38, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6604, top5_acc: 0.8422, loss_cls: 1.4428, loss: 1.4428, grad_norm: 19.5064 2020-08-10 00:52:24,652 - mmaction - INFO - Epoch [15][640/2505] lr: 5.000e-04, eta: 2 days, 11:09:54, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6542, top5_acc: 0.8432, loss_cls: 1.4708, loss: 1.4708, grad_norm: 19.3381 2020-08-10 00:53:01,867 - mmaction - INFO - Epoch [15][660/2505] lr: 5.000e-04, eta: 2 days, 11:09:10, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6401, top5_acc: 0.8312, loss_cls: 1.5081, loss: 1.5081, grad_norm: 18.9499 2020-08-10 00:53:39,060 - mmaction - INFO - Epoch [15][680/2505] lr: 5.000e-04, eta: 2 days, 11:08:26, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6542, top5_acc: 0.8286, loss_cls: 1.4902, loss: 1.4902, grad_norm: 18.4615 2020-08-10 00:54:16,262 - mmaction - INFO - Epoch [15][700/2505] lr: 5.000e-04, eta: 2 days, 11:07:42, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6599, top5_acc: 0.8406, loss_cls: 1.4556, loss: 1.4556, grad_norm: 20.4296 2020-08-10 00:54:53,546 - mmaction - INFO - Epoch [15][720/2505] lr: 5.000e-04, eta: 2 days, 11:06:58, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6464, top5_acc: 0.8323, loss_cls: 1.5086, loss: 1.5086, grad_norm: 18.4280 2020-08-10 00:55:32,309 - mmaction - INFO - Epoch [15][740/2505] lr: 5.000e-04, eta: 2 days, 11:06:19, time: 1.938, data_time: 0.001, memory: 8521, top1_acc: 0.6573, top5_acc: 0.8458, loss_cls: 1.4231, loss: 1.4231, grad_norm: 19.8991 2020-08-10 00:56:10,331 - mmaction - INFO - Epoch [15][760/2505] lr: 5.000e-04, eta: 2 days, 11:05:38, time: 1.901, data_time: 0.001, memory: 8521, top1_acc: 0.6536, top5_acc: 0.8474, loss_cls: 1.4205, loss: 1.4205, grad_norm: 19.3072 2020-08-10 00:56:47,581 - mmaction - INFO - Epoch [15][780/2505] lr: 5.000e-04, eta: 2 days, 11:04:54, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6448, top5_acc: 0.8453, loss_cls: 1.4594, loss: 1.4594, grad_norm: 18.7724 2020-08-10 00:57:41,870 - mmaction - INFO - Epoch [15][800/2505] lr: 5.000e-04, eta: 2 days, 11:05:02, time: 2.715, data_time: 0.001, memory: 8521, top1_acc: 0.6464, top5_acc: 0.8380, loss_cls: 1.4576, loss: 1.4576, grad_norm: 18.8228 2020-08-10 00:58:19,092 - mmaction - INFO - Epoch [15][820/2505] lr: 5.000e-04, eta: 2 days, 11:04:18, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6594, top5_acc: 0.8417, loss_cls: 1.4254, loss: 1.4254, grad_norm: 18.8907 2020-08-10 00:58:56,324 - mmaction - INFO - Epoch [15][840/2505] lr: 5.000e-04, eta: 2 days, 11:03:34, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6568, top5_acc: 0.8422, loss_cls: 1.4758, loss: 1.4758, grad_norm: 18.6785 2020-08-10 01:00:41,905 - mmaction - INFO - Epoch [15][860/2505] lr: 5.000e-04, eta: 2 days, 11:06:18, time: 5.278, data_time: 0.001, memory: 8521, top1_acc: 0.6620, top5_acc: 0.8536, loss_cls: 1.4145, loss: 1.4145, grad_norm: 18.8916 2020-08-10 01:01:19,364 - mmaction - INFO - Epoch [15][880/2505] lr: 5.000e-04, eta: 2 days, 11:05:35, time: 1.874, data_time: 0.011, memory: 8521, top1_acc: 0.6542, top5_acc: 0.8448, loss_cls: 1.4415, loss: 1.4415, grad_norm: 18.9289 2020-08-10 01:01:57,834 - mmaction - INFO - Epoch [15][900/2505] lr: 5.000e-04, eta: 2 days, 11:04:55, time: 1.924, data_time: 0.001, memory: 8521, top1_acc: 0.6615, top5_acc: 0.8396, loss_cls: 1.4715, loss: 1.4715, grad_norm: 19.2215 2020-08-10 01:02:35,132 - mmaction - INFO - Epoch [15][920/2505] lr: 5.000e-04, eta: 2 days, 11:04:11, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6349, top5_acc: 0.8510, loss_cls: 1.4892, loss: 1.4892, grad_norm: 18.8948 2020-08-10 01:03:12,519 - mmaction - INFO - Epoch [15][940/2505] lr: 5.000e-04, eta: 2 days, 11:03:27, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6474, top5_acc: 0.8333, loss_cls: 1.5076, loss: 1.5076, grad_norm: 19.4976 2020-08-10 01:03:49,743 - mmaction - INFO - Epoch [15][960/2505] lr: 5.000e-04, eta: 2 days, 11:02:43, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6578, top5_acc: 0.8380, loss_cls: 1.4737, loss: 1.4737, grad_norm: 19.3028 2020-08-10 01:04:26,936 - mmaction - INFO - Epoch [15][980/2505] lr: 5.000e-04, eta: 2 days, 11:01:59, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6625, top5_acc: 0.8495, loss_cls: 1.3993, loss: 1.3993, grad_norm: 19.1075 2020-08-10 01:05:21,049 - mmaction - INFO - Epoch [15][1000/2505] lr: 5.000e-04, eta: 2 days, 11:02:06, time: 2.706, data_time: 0.001, memory: 8521, top1_acc: 0.6536, top5_acc: 0.8557, loss_cls: 1.4068, loss: 1.4068, grad_norm: 19.2018 2020-08-10 01:05:59,535 - mmaction - INFO - Epoch [15][1020/2505] lr: 5.000e-04, eta: 2 days, 11:01:26, time: 1.924, data_time: 0.006, memory: 8521, top1_acc: 0.6599, top5_acc: 0.8391, loss_cls: 1.4650, loss: 1.4650, grad_norm: 19.4036 2020-08-10 01:06:36,890 - mmaction - INFO - Epoch [15][1040/2505] lr: 5.000e-04, eta: 2 days, 11:00:42, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6719, top5_acc: 0.8521, loss_cls: 1.3455, loss: 1.3455, grad_norm: 18.1153 2020-08-10 01:07:14,144 - mmaction - INFO - Epoch [15][1060/2505] lr: 5.000e-04, eta: 2 days, 10:59:59, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6448, top5_acc: 0.8385, loss_cls: 1.4883, loss: 1.4883, grad_norm: 19.3931 2020-08-10 01:07:54,651 - mmaction - INFO - Epoch [15][1080/2505] lr: 5.000e-04, eta: 2 days, 10:59:24, time: 2.025, data_time: 0.001, memory: 8521, top1_acc: 0.6661, top5_acc: 0.8380, loss_cls: 1.4279, loss: 1.4279, grad_norm: 18.7828 2020-08-10 01:08:49,679 - mmaction - INFO - Epoch [15][1100/2505] lr: 5.000e-04, eta: 2 days, 10:59:34, time: 2.751, data_time: 0.001, memory: 8521, top1_acc: 0.6411, top5_acc: 0.8406, loss_cls: 1.4719, loss: 1.4719, grad_norm: 18.0443 2020-08-10 01:09:26,811 - mmaction - INFO - Epoch [15][1120/2505] lr: 5.000e-04, eta: 2 days, 10:58:50, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6495, top5_acc: 0.8354, loss_cls: 1.5090, loss: 1.5090, grad_norm: 18.8138 2020-08-10 01:10:04,918 - mmaction - INFO - Epoch [15][1140/2505] lr: 5.000e-04, eta: 2 days, 10:58:08, time: 1.906, data_time: 0.047, memory: 8521, top1_acc: 0.6599, top5_acc: 0.8536, loss_cls: 1.4532, loss: 1.4532, grad_norm: 19.0485 2020-08-10 01:11:00,839 - mmaction - INFO - Epoch [15][1160/2505] lr: 5.000e-04, eta: 2 days, 10:58:21, time: 2.796, data_time: 0.001, memory: 8521, top1_acc: 0.6625, top5_acc: 0.8406, loss_cls: 1.4389, loss: 1.4389, grad_norm: 18.2186 2020-08-10 01:11:56,191 - mmaction - INFO - Epoch [15][1180/2505] lr: 5.000e-04, eta: 2 days, 10:58:31, time: 2.767, data_time: 0.001, memory: 8521, top1_acc: 0.6547, top5_acc: 0.8536, loss_cls: 1.4242, loss: 1.4242, grad_norm: 18.7589 2020-08-10 01:12:33,525 - mmaction - INFO - Epoch [15][1200/2505] lr: 5.000e-04, eta: 2 days, 10:57:47, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6411, top5_acc: 0.8375, loss_cls: 1.4946, loss: 1.4946, grad_norm: 19.1115 2020-08-10 01:13:10,705 - mmaction - INFO - Epoch [15][1220/2505] lr: 5.000e-04, eta: 2 days, 10:57:03, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6521, top5_acc: 0.8427, loss_cls: 1.4520, loss: 1.4520, grad_norm: 19.8164 2020-08-10 01:13:47,894 - mmaction - INFO - Epoch [15][1240/2505] lr: 5.000e-04, eta: 2 days, 10:56:19, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6490, top5_acc: 0.8589, loss_cls: 1.4117, loss: 1.4117, grad_norm: 19.1737 2020-08-10 01:14:26,566 - mmaction - INFO - Epoch [15][1260/2505] lr: 5.000e-04, eta: 2 days, 10:55:39, time: 1.934, data_time: 0.001, memory: 8521, top1_acc: 0.6458, top5_acc: 0.8365, loss_cls: 1.4924, loss: 1.4924, grad_norm: 18.6171 2020-08-10 01:15:03,800 - mmaction - INFO - Epoch [15][1280/2505] lr: 5.000e-04, eta: 2 days, 10:54:55, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6677, top5_acc: 0.8391, loss_cls: 1.4283, loss: 1.4283, grad_norm: 18.4332 2020-08-10 01:15:58,670 - mmaction - INFO - Epoch [15][1300/2505] lr: 5.000e-04, eta: 2 days, 10:55:04, time: 2.744, data_time: 0.001, memory: 8521, top1_acc: 0.6531, top5_acc: 0.8396, loss_cls: 1.4942, loss: 1.4942, grad_norm: 18.6323 2020-08-10 01:16:35,841 - mmaction - INFO - Epoch [15][1320/2505] lr: 5.000e-04, eta: 2 days, 10:54:20, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6677, top5_acc: 0.8437, loss_cls: 1.3980, loss: 1.3980, grad_norm: 18.4826 2020-08-10 01:17:13,705 - mmaction - INFO - Epoch [15][1340/2505] lr: 5.000e-04, eta: 2 days, 10:53:37, time: 1.893, data_time: 0.001, memory: 8521, top1_acc: 0.6495, top5_acc: 0.8344, loss_cls: 1.4773, loss: 1.4773, grad_norm: 19.0987 2020-08-10 01:17:50,895 - mmaction - INFO - Epoch [15][1360/2505] lr: 5.000e-04, eta: 2 days, 10:52:53, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6443, top5_acc: 0.8307, loss_cls: 1.4885, loss: 1.4885, grad_norm: 19.0033 2020-08-10 01:18:28,241 - mmaction - INFO - Epoch [15][1380/2505] lr: 5.000e-04, eta: 2 days, 10:52:10, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6578, top5_acc: 0.8484, loss_cls: 1.4351, loss: 1.4351, grad_norm: 18.7897 2020-08-10 01:19:05,346 - mmaction - INFO - Epoch [15][1400/2505] lr: 5.000e-04, eta: 2 days, 10:51:25, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.6578, top5_acc: 0.8422, loss_cls: 1.4504, loss: 1.4504, grad_norm: 17.6198 2020-08-10 01:19:42,677 - mmaction - INFO - Epoch [15][1420/2505] lr: 5.000e-04, eta: 2 days, 10:50:41, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6708, top5_acc: 0.8453, loss_cls: 1.3801, loss: 1.3801, grad_norm: 18.8360 2020-08-10 01:20:20,909 - mmaction - INFO - Epoch [15][1440/2505] lr: 5.000e-04, eta: 2 days, 10:50:00, time: 1.912, data_time: 0.001, memory: 8521, top1_acc: 0.6542, top5_acc: 0.8516, loss_cls: 1.4394, loss: 1.4394, grad_norm: 18.7520 2020-08-10 01:20:58,150 - mmaction - INFO - Epoch [15][1460/2505] lr: 5.000e-04, eta: 2 days, 10:49:16, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6745, top5_acc: 0.8516, loss_cls: 1.3388, loss: 1.3388, grad_norm: 19.3224 2020-08-10 01:21:35,956 - mmaction - INFO - Epoch [15][1480/2505] lr: 5.000e-04, eta: 2 days, 10:48:34, time: 1.890, data_time: 0.001, memory: 8521, top1_acc: 0.6349, top5_acc: 0.8401, loss_cls: 1.4960, loss: 1.4960, grad_norm: 20.1041 2020-08-10 01:22:13,136 - mmaction - INFO - Epoch [15][1500/2505] lr: 5.000e-04, eta: 2 days, 10:47:50, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6443, top5_acc: 0.8276, loss_cls: 1.5227, loss: 1.5227, grad_norm: 18.8395 2020-08-10 01:22:51,501 - mmaction - INFO - Epoch [15][1520/2505] lr: 5.000e-04, eta: 2 days, 10:47:09, time: 1.918, data_time: 0.001, memory: 8521, top1_acc: 0.6427, top5_acc: 0.8292, loss_cls: 1.5365, loss: 1.5365, grad_norm: 19.8972 2020-08-10 01:23:28,677 - mmaction - INFO - Epoch [15][1540/2505] lr: 5.000e-04, eta: 2 days, 10:46:25, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6453, top5_acc: 0.8469, loss_cls: 1.4399, loss: 1.4399, grad_norm: 19.0893 2020-08-10 01:24:06,072 - mmaction - INFO - Epoch [15][1560/2505] lr: 5.000e-04, eta: 2 days, 10:45:41, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6589, top5_acc: 0.8510, loss_cls: 1.4224, loss: 1.4224, grad_norm: 18.8436 2020-08-10 01:24:43,316 - mmaction - INFO - Epoch [15][1580/2505] lr: 5.000e-04, eta: 2 days, 10:44:58, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6609, top5_acc: 0.8422, loss_cls: 1.4498, loss: 1.4498, grad_norm: 19.1698 2020-08-10 01:25:20,557 - mmaction - INFO - Epoch [15][1600/2505] lr: 5.000e-04, eta: 2 days, 10:44:14, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6573, top5_acc: 0.8505, loss_cls: 1.4352, loss: 1.4352, grad_norm: 19.6968 2020-08-10 01:25:57,824 - mmaction - INFO - Epoch [15][1620/2505] lr: 5.000e-04, eta: 2 days, 10:43:30, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6375, top5_acc: 0.8354, loss_cls: 1.5044, loss: 1.5044, grad_norm: 18.3137 2020-08-10 01:26:35,105 - mmaction - INFO - Epoch [15][1640/2505] lr: 5.000e-04, eta: 2 days, 10:42:46, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6667, top5_acc: 0.8401, loss_cls: 1.4528, loss: 1.4528, grad_norm: 19.1452 2020-08-10 01:27:13,882 - mmaction - INFO - Epoch [15][1660/2505] lr: 5.000e-04, eta: 2 days, 10:42:06, time: 1.939, data_time: 0.001, memory: 8521, top1_acc: 0.6620, top5_acc: 0.8365, loss_cls: 1.4427, loss: 1.4427, grad_norm: 19.2333 2020-08-10 01:27:51,220 - mmaction - INFO - Epoch [15][1680/2505] lr: 5.000e-04, eta: 2 days, 10:41:23, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6411, top5_acc: 0.8359, loss_cls: 1.4604, loss: 1.4604, grad_norm: 19.4107 2020-08-10 01:28:28,589 - mmaction - INFO - Epoch [15][1700/2505] lr: 5.000e-04, eta: 2 days, 10:40:39, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6807, top5_acc: 0.8682, loss_cls: 1.3533, loss: 1.3533, grad_norm: 19.6290 2020-08-10 01:29:06,732 - mmaction - INFO - Epoch [15][1720/2505] lr: 5.000e-04, eta: 2 days, 10:39:58, time: 1.907, data_time: 0.001, memory: 8521, top1_acc: 0.6620, top5_acc: 0.8557, loss_cls: 1.4172, loss: 1.4172, grad_norm: 18.7656 2020-08-10 01:29:43,984 - mmaction - INFO - Epoch [15][1740/2505] lr: 5.000e-04, eta: 2 days, 10:39:14, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6688, top5_acc: 0.8490, loss_cls: 1.3869, loss: 1.3869, grad_norm: 19.1745 2020-08-10 01:30:22,521 - mmaction - INFO - Epoch [15][1760/2505] lr: 5.000e-04, eta: 2 days, 10:38:34, time: 1.927, data_time: 0.001, memory: 8521, top1_acc: 0.6542, top5_acc: 0.8490, loss_cls: 1.4202, loss: 1.4202, grad_norm: 19.4619 2020-08-10 01:31:00,859 - mmaction - INFO - Epoch [15][1780/2505] lr: 5.000e-04, eta: 2 days, 10:37:53, time: 1.917, data_time: 0.001, memory: 8521, top1_acc: 0.6490, top5_acc: 0.8286, loss_cls: 1.4853, loss: 1.4853, grad_norm: 18.8368 2020-08-10 01:31:39,432 - mmaction - INFO - Epoch [15][1800/2505] lr: 5.000e-04, eta: 2 days, 10:37:13, time: 1.929, data_time: 0.001, memory: 8521, top1_acc: 0.6516, top5_acc: 0.8391, loss_cls: 1.4819, loss: 1.4819, grad_norm: 19.2004 2020-08-10 01:32:16,835 - mmaction - INFO - Epoch [15][1820/2505] lr: 5.000e-04, eta: 2 days, 10:36:30, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6740, top5_acc: 0.8542, loss_cls: 1.3587, loss: 1.3587, grad_norm: 18.4128 2020-08-10 01:32:54,268 - mmaction - INFO - Epoch [15][1840/2505] lr: 5.000e-04, eta: 2 days, 10:35:47, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.6432, top5_acc: 0.8401, loss_cls: 1.4858, loss: 1.4858, grad_norm: 19.6856 2020-08-10 01:33:31,558 - mmaction - INFO - Epoch [15][1860/2505] lr: 5.000e-04, eta: 2 days, 10:35:03, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6677, top5_acc: 0.8589, loss_cls: 1.3696, loss: 1.3696, grad_norm: 18.1682 2020-08-10 01:34:08,781 - mmaction - INFO - Epoch [15][1880/2505] lr: 5.000e-04, eta: 2 days, 10:34:19, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6557, top5_acc: 0.8453, loss_cls: 1.4278, loss: 1.4278, grad_norm: 19.4334 2020-08-10 01:34:46,155 - mmaction - INFO - Epoch [15][1900/2505] lr: 5.000e-04, eta: 2 days, 10:33:36, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6563, top5_acc: 0.8427, loss_cls: 1.4563, loss: 1.4563, grad_norm: 18.7044 2020-08-10 01:35:24,862 - mmaction - INFO - Epoch [15][1920/2505] lr: 5.000e-04, eta: 2 days, 10:32:56, time: 1.935, data_time: 0.001, memory: 8521, top1_acc: 0.6667, top5_acc: 0.8536, loss_cls: 1.4178, loss: 1.4178, grad_norm: 18.2488 2020-08-10 01:36:02,096 - mmaction - INFO - Epoch [15][1940/2505] lr: 5.000e-04, eta: 2 days, 10:32:12, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6542, top5_acc: 0.8365, loss_cls: 1.4411, loss: 1.4411, grad_norm: 18.3674 2020-08-10 01:36:39,221 - mmaction - INFO - Epoch [15][1960/2505] lr: 5.000e-04, eta: 2 days, 10:31:28, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.6542, top5_acc: 0.8453, loss_cls: 1.4562, loss: 1.4562, grad_norm: 18.4069 2020-08-10 01:37:16,695 - mmaction - INFO - Epoch [15][1980/2505] lr: 5.000e-04, eta: 2 days, 10:30:45, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.6516, top5_acc: 0.8406, loss_cls: 1.4765, loss: 1.4765, grad_norm: 19.4783 2020-08-10 01:37:53,962 - mmaction - INFO - Epoch [15][2000/2505] lr: 5.000e-04, eta: 2 days, 10:30:01, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6589, top5_acc: 0.8453, loss_cls: 1.4348, loss: 1.4348, grad_norm: 20.3129 2020-08-10 01:38:31,216 - mmaction - INFO - Epoch [15][2020/2505] lr: 5.000e-04, eta: 2 days, 10:29:17, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6552, top5_acc: 0.8453, loss_cls: 1.4189, loss: 1.4189, grad_norm: 18.9952 2020-08-10 01:39:08,376 - mmaction - INFO - Epoch [15][2040/2505] lr: 5.000e-04, eta: 2 days, 10:28:33, time: 1.857, data_time: 0.000, memory: 8521, top1_acc: 0.6667, top5_acc: 0.8490, loss_cls: 1.3983, loss: 1.3983, grad_norm: 19.5040 2020-08-10 01:39:45,545 - mmaction - INFO - Epoch [15][2060/2505] lr: 5.000e-04, eta: 2 days, 10:27:49, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6474, top5_acc: 0.8516, loss_cls: 1.4611, loss: 1.4611, grad_norm: 19.2764 2020-08-10 01:40:22,770 - mmaction - INFO - Epoch [15][2080/2505] lr: 5.000e-04, eta: 2 days, 10:27:05, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6500, top5_acc: 0.8318, loss_cls: 1.4700, loss: 1.4700, grad_norm: 18.5356 2020-08-10 01:40:59,988 - mmaction - INFO - Epoch [15][2100/2505] lr: 5.000e-04, eta: 2 days, 10:26:21, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6604, top5_acc: 0.8437, loss_cls: 1.4673, loss: 1.4673, grad_norm: 19.6236 2020-08-10 01:41:37,110 - mmaction - INFO - Epoch [15][2120/2505] lr: 5.000e-04, eta: 2 days, 10:25:37, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.6490, top5_acc: 0.8464, loss_cls: 1.4558, loss: 1.4558, grad_norm: 18.8486 2020-08-10 01:42:14,348 - mmaction - INFO - Epoch [15][2140/2505] lr: 5.000e-04, eta: 2 days, 10:24:54, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6510, top5_acc: 0.8391, loss_cls: 1.4648, loss: 1.4648, grad_norm: 19.0455 2020-08-10 01:42:51,646 - mmaction - INFO - Epoch [15][2160/2505] lr: 5.000e-04, eta: 2 days, 10:24:10, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6573, top5_acc: 0.8354, loss_cls: 1.4531, loss: 1.4531, grad_norm: 18.4088 2020-08-10 01:43:28,896 - mmaction - INFO - Epoch [15][2180/2505] lr: 5.000e-04, eta: 2 days, 10:23:26, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6667, top5_acc: 0.8521, loss_cls: 1.4133, loss: 1.4133, grad_norm: 18.9625 2020-08-10 01:44:06,259 - mmaction - INFO - Epoch [15][2200/2505] lr: 5.000e-04, eta: 2 days, 10:22:43, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6438, top5_acc: 0.8401, loss_cls: 1.4797, loss: 1.4797, grad_norm: 19.0540 2020-08-10 01:44:43,784 - mmaction - INFO - Epoch [15][2220/2505] lr: 5.000e-04, eta: 2 days, 10:22:00, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.6500, top5_acc: 0.8490, loss_cls: 1.4449, loss: 1.4449, grad_norm: 18.9494 2020-08-10 01:45:22,493 - mmaction - INFO - Epoch [15][2240/2505] lr: 5.000e-04, eta: 2 days, 10:21:20, time: 1.936, data_time: 0.001, memory: 8521, top1_acc: 0.6438, top5_acc: 0.8292, loss_cls: 1.5247, loss: 1.5247, grad_norm: 20.0426 2020-08-10 01:46:16,656 - mmaction - INFO - Epoch [15][2260/2505] lr: 5.000e-04, eta: 2 days, 10:21:26, time: 2.708, data_time: 0.001, memory: 8521, top1_acc: 0.6568, top5_acc: 0.8401, loss_cls: 1.4457, loss: 1.4457, grad_norm: 18.9113 2020-08-10 01:46:55,307 - mmaction - INFO - Epoch [15][2280/2505] lr: 5.000e-04, eta: 2 days, 10:20:46, time: 1.933, data_time: 0.001, memory: 8521, top1_acc: 0.6813, top5_acc: 0.8620, loss_cls: 1.3240, loss: 1.3240, grad_norm: 17.9114 2020-08-10 01:47:32,514 - mmaction - INFO - Epoch [15][2300/2505] lr: 5.000e-04, eta: 2 days, 10:20:02, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6568, top5_acc: 0.8437, loss_cls: 1.4425, loss: 1.4425, grad_norm: 19.7908 2020-08-10 01:48:09,746 - mmaction - INFO - Epoch [15][2320/2505] lr: 5.000e-04, eta: 2 days, 10:19:18, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6745, top5_acc: 0.8453, loss_cls: 1.4323, loss: 1.4323, grad_norm: 18.4896 2020-08-10 01:48:48,170 - mmaction - INFO - Epoch [15][2340/2505] lr: 5.000e-04, eta: 2 days, 10:18:38, time: 1.921, data_time: 0.001, memory: 8521, top1_acc: 0.6474, top5_acc: 0.8312, loss_cls: 1.5122, loss: 1.5122, grad_norm: 19.0147 2020-08-10 01:49:25,283 - mmaction - INFO - Epoch [15][2360/2505] lr: 5.000e-04, eta: 2 days, 10:17:54, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.6479, top5_acc: 0.8458, loss_cls: 1.4976, loss: 1.4976, grad_norm: 19.3408 2020-08-10 01:50:02,586 - mmaction - INFO - Epoch [15][2380/2505] lr: 5.000e-04, eta: 2 days, 10:17:10, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6411, top5_acc: 0.8557, loss_cls: 1.4336, loss: 1.4336, grad_norm: 19.4254 2020-08-10 01:50:40,799 - mmaction - INFO - Epoch [15][2400/2505] lr: 5.000e-04, eta: 2 days, 10:16:29, time: 1.910, data_time: 0.001, memory: 8521, top1_acc: 0.6620, top5_acc: 0.8438, loss_cls: 1.4186, loss: 1.4186, grad_norm: 18.2686 2020-08-10 01:51:35,062 - mmaction - INFO - Epoch [15][2420/2505] lr: 5.000e-04, eta: 2 days, 10:16:35, time: 2.714, data_time: 0.001, memory: 8521, top1_acc: 0.6656, top5_acc: 0.8464, loss_cls: 1.4412, loss: 1.4412, grad_norm: 18.9120 2020-08-10 01:52:13,548 - mmaction - INFO - Epoch [15][2440/2505] lr: 5.000e-04, eta: 2 days, 10:15:54, time: 1.924, data_time: 0.001, memory: 8521, top1_acc: 0.6719, top5_acc: 0.8453, loss_cls: 1.4518, loss: 1.4518, grad_norm: 17.9253 2020-08-10 01:52:50,678 - mmaction - INFO - Epoch [15][2460/2505] lr: 5.000e-04, eta: 2 days, 10:15:10, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.6536, top5_acc: 0.8276, loss_cls: 1.5016, loss: 1.5016, grad_norm: 18.7219 2020-08-10 01:53:27,899 - mmaction - INFO - Epoch [15][2480/2505] lr: 5.000e-04, eta: 2 days, 10:14:26, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6375, top5_acc: 0.8328, loss_cls: 1.5233, loss: 1.5233, grad_norm: 19.4433 2020-08-10 01:54:05,072 - mmaction - INFO - Epoch [15][2500/2505] lr: 5.000e-04, eta: 2 days, 10:13:43, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6484, top5_acc: 0.8323, loss_cls: 1.4797, loss: 1.4797, grad_norm: 18.4706 2020-08-10 01:56:06,599 - mmaction - INFO - Epoch [16][20/2505] lr: 5.000e-04, eta: 2 days, 10:15:30, time: 5.156, data_time: 2.624, memory: 8521, top1_acc: 0.6620, top5_acc: 0.8411, loss_cls: 1.4604, loss: 1.4604, grad_norm: 18.2285 2020-08-10 01:56:44,258 - mmaction - INFO - Epoch [16][40/2505] lr: 5.000e-04, eta: 2 days, 10:14:47, time: 1.883, data_time: 0.009, memory: 8521, top1_acc: 0.6760, top5_acc: 0.8521, loss_cls: 1.3416, loss: 1.3416, grad_norm: 18.7524 2020-08-10 01:57:22,348 - mmaction - INFO - Epoch [16][60/2505] lr: 5.000e-04, eta: 2 days, 10:14:06, time: 1.905, data_time: 0.001, memory: 8521, top1_acc: 0.6703, top5_acc: 0.8500, loss_cls: 1.3868, loss: 1.3868, grad_norm: 19.0867 2020-08-10 01:57:59,768 - mmaction - INFO - Epoch [16][80/2505] lr: 5.000e-04, eta: 2 days, 10:13:23, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.6781, top5_acc: 0.8568, loss_cls: 1.3779, loss: 1.3779, grad_norm: 18.9567 2020-08-10 01:58:37,152 - mmaction - INFO - Epoch [16][100/2505] lr: 5.000e-04, eta: 2 days, 10:12:39, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6656, top5_acc: 0.8474, loss_cls: 1.4011, loss: 1.4011, grad_norm: 18.3720 2020-08-10 01:59:14,507 - mmaction - INFO - Epoch [16][120/2505] lr: 5.000e-04, eta: 2 days, 10:11:56, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6589, top5_acc: 0.8536, loss_cls: 1.3917, loss: 1.3917, grad_norm: 18.4293 2020-08-10 01:59:51,939 - mmaction - INFO - Epoch [16][140/2505] lr: 5.000e-04, eta: 2 days, 10:11:12, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.6563, top5_acc: 0.8469, loss_cls: 1.4141, loss: 1.4141, grad_norm: 18.9119 2020-08-10 02:00:32,330 - mmaction - INFO - Epoch [16][160/2505] lr: 5.000e-04, eta: 2 days, 10:10:38, time: 2.019, data_time: 0.069, memory: 8521, top1_acc: 0.6562, top5_acc: 0.8453, loss_cls: 1.4546, loss: 1.4546, grad_norm: 18.3303 2020-08-10 02:01:09,711 - mmaction - INFO - Epoch [16][180/2505] lr: 5.000e-04, eta: 2 days, 10:09:54, time: 1.869, data_time: 0.009, memory: 8521, top1_acc: 0.6422, top5_acc: 0.8385, loss_cls: 1.4678, loss: 1.4678, grad_norm: 18.6319 2020-08-10 02:02:35,924 - mmaction - INFO - Epoch [16][200/2505] lr: 5.000e-04, eta: 2 days, 10:11:30, time: 4.311, data_time: 0.001, memory: 8521, top1_acc: 0.6865, top5_acc: 0.8589, loss_cls: 1.3508, loss: 1.3508, grad_norm: 19.2944 2020-08-10 02:03:14,442 - mmaction - INFO - Epoch [16][220/2505] lr: 5.000e-04, eta: 2 days, 10:10:49, time: 1.926, data_time: 0.001, memory: 8521, top1_acc: 0.6932, top5_acc: 0.8687, loss_cls: 1.3026, loss: 1.3026, grad_norm: 18.8698 2020-08-10 02:03:51,756 - mmaction - INFO - Epoch [16][240/2505] lr: 5.000e-04, eta: 2 days, 10:10:06, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6641, top5_acc: 0.8443, loss_cls: 1.4287, loss: 1.4287, grad_norm: 18.8061 2020-08-10 02:04:29,091 - mmaction - INFO - Epoch [16][260/2505] lr: 5.000e-04, eta: 2 days, 10:09:22, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6693, top5_acc: 0.8646, loss_cls: 1.3574, loss: 1.3574, grad_norm: 18.9410 2020-08-10 02:05:08,389 - mmaction - INFO - Epoch [16][280/2505] lr: 5.000e-04, eta: 2 days, 10:08:44, time: 1.965, data_time: 0.001, memory: 8521, top1_acc: 0.6698, top5_acc: 0.8563, loss_cls: 1.3800, loss: 1.3800, grad_norm: 18.8331 2020-08-10 02:05:45,717 - mmaction - INFO - Epoch [16][300/2505] lr: 5.000e-04, eta: 2 days, 10:08:01, time: 1.866, data_time: 0.002, memory: 8521, top1_acc: 0.6484, top5_acc: 0.8448, loss_cls: 1.4453, loss: 1.4453, grad_norm: 18.7515 2020-08-10 02:06:24,681 - mmaction - INFO - Epoch [16][320/2505] lr: 5.000e-04, eta: 2 days, 10:07:22, time: 1.948, data_time: 0.001, memory: 8521, top1_acc: 0.6526, top5_acc: 0.8344, loss_cls: 1.4503, loss: 1.4503, grad_norm: 19.5556 2020-08-10 02:07:01,965 - mmaction - INFO - Epoch [16][340/2505] lr: 5.000e-04, eta: 2 days, 10:06:38, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6682, top5_acc: 0.8438, loss_cls: 1.4084, loss: 1.4084, grad_norm: 18.1736 2020-08-10 02:07:39,338 - mmaction - INFO - Epoch [16][360/2505] lr: 5.000e-04, eta: 2 days, 10:05:54, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6661, top5_acc: 0.8583, loss_cls: 1.3812, loss: 1.3812, grad_norm: 18.6391 2020-08-10 02:08:35,346 - mmaction - INFO - Epoch [16][380/2505] lr: 5.000e-04, eta: 2 days, 10:06:04, time: 2.800, data_time: 0.001, memory: 8521, top1_acc: 0.6620, top5_acc: 0.8495, loss_cls: 1.4054, loss: 1.4054, grad_norm: 18.9622 2020-08-10 02:09:12,681 - mmaction - INFO - Epoch [16][400/2505] lr: 5.000e-04, eta: 2 days, 10:05:20, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6807, top5_acc: 0.8589, loss_cls: 1.3609, loss: 1.3609, grad_norm: 17.7000 2020-08-10 02:09:50,867 - mmaction - INFO - Epoch [16][420/2505] lr: 5.000e-04, eta: 2 days, 10:04:39, time: 1.909, data_time: 0.001, memory: 8521, top1_acc: 0.6651, top5_acc: 0.8557, loss_cls: 1.4019, loss: 1.4019, grad_norm: 18.6629 2020-08-10 02:10:45,723 - mmaction - INFO - Epoch [16][440/2505] lr: 5.000e-04, eta: 2 days, 10:04:45, time: 2.743, data_time: 0.001, memory: 8521, top1_acc: 0.6443, top5_acc: 0.8422, loss_cls: 1.4198, loss: 1.4198, grad_norm: 19.3672 2020-08-10 02:11:23,062 - mmaction - INFO - Epoch [16][460/2505] lr: 5.000e-04, eta: 2 days, 10:04:01, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6417, top5_acc: 0.8240, loss_cls: 1.5474, loss: 1.5474, grad_norm: 18.9948 2020-08-10 02:12:00,284 - mmaction - INFO - Epoch [16][480/2505] lr: 5.000e-04, eta: 2 days, 10:03:17, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6495, top5_acc: 0.8573, loss_cls: 1.4036, loss: 1.4036, grad_norm: 18.9222 2020-08-10 02:12:37,586 - mmaction - INFO - Epoch [16][500/2505] lr: 5.000e-04, eta: 2 days, 10:02:33, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6437, top5_acc: 0.8385, loss_cls: 1.4774, loss: 1.4774, grad_norm: 19.3527 2020-08-10 02:13:14,803 - mmaction - INFO - Epoch [16][520/2505] lr: 5.000e-04, eta: 2 days, 10:01:49, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6500, top5_acc: 0.8516, loss_cls: 1.4498, loss: 1.4498, grad_norm: 18.6321 2020-08-10 02:13:52,129 - mmaction - INFO - Epoch [16][540/2505] lr: 5.000e-04, eta: 2 days, 10:01:06, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6776, top5_acc: 0.8630, loss_cls: 1.3481, loss: 1.3481, grad_norm: 19.2181 2020-08-10 02:14:29,413 - mmaction - INFO - Epoch [16][560/2505] lr: 5.000e-04, eta: 2 days, 10:00:22, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6578, top5_acc: 0.8411, loss_cls: 1.4502, loss: 1.4502, grad_norm: 18.2771 2020-08-10 02:15:06,799 - mmaction - INFO - Epoch [16][580/2505] lr: 5.000e-04, eta: 2 days, 9:59:39, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6786, top5_acc: 0.8667, loss_cls: 1.2924, loss: 1.2924, grad_norm: 19.8188 2020-08-10 02:15:43,970 - mmaction - INFO - Epoch [16][600/2505] lr: 5.000e-04, eta: 2 days, 9:58:55, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6698, top5_acc: 0.8427, loss_cls: 1.4282, loss: 1.4282, grad_norm: 18.6074 2020-08-10 02:16:21,170 - mmaction - INFO - Epoch [16][620/2505] lr: 5.000e-04, eta: 2 days, 9:58:11, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6656, top5_acc: 0.8490, loss_cls: 1.4349, loss: 1.4349, grad_norm: 18.3511 2020-08-10 02:16:58,656 - mmaction - INFO - Epoch [16][640/2505] lr: 5.000e-04, eta: 2 days, 9:57:28, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.6938, top5_acc: 0.8687, loss_cls: 1.2977, loss: 1.2977, grad_norm: 18.5223 2020-08-10 02:17:36,016 - mmaction - INFO - Epoch [16][660/2505] lr: 5.000e-04, eta: 2 days, 9:56:44, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6724, top5_acc: 0.8521, loss_cls: 1.4095, loss: 1.4095, grad_norm: 18.1051 2020-08-10 02:18:13,313 - mmaction - INFO - Epoch [16][680/2505] lr: 5.000e-04, eta: 2 days, 9:56:00, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6531, top5_acc: 0.8406, loss_cls: 1.4707, loss: 1.4707, grad_norm: 18.5462 2020-08-10 02:18:50,580 - mmaction - INFO - Epoch [16][700/2505] lr: 5.000e-04, eta: 2 days, 9:55:17, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6510, top5_acc: 0.8438, loss_cls: 1.4344, loss: 1.4344, grad_norm: 18.5495 2020-08-10 02:19:27,924 - mmaction - INFO - Epoch [16][720/2505] lr: 5.000e-04, eta: 2 days, 9:54:33, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6615, top5_acc: 0.8479, loss_cls: 1.4521, loss: 1.4521, grad_norm: 19.0404 2020-08-10 02:20:05,320 - mmaction - INFO - Epoch [16][740/2505] lr: 5.000e-04, eta: 2 days, 9:53:50, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6651, top5_acc: 0.8484, loss_cls: 1.3968, loss: 1.3968, grad_norm: 19.2218 2020-08-10 02:20:42,715 - mmaction - INFO - Epoch [16][760/2505] lr: 5.000e-04, eta: 2 days, 9:53:06, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6594, top5_acc: 0.8437, loss_cls: 1.4284, loss: 1.4284, grad_norm: 19.1874 2020-08-10 02:21:20,147 - mmaction - INFO - Epoch [16][780/2505] lr: 5.000e-04, eta: 2 days, 9:52:23, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.6635, top5_acc: 0.8427, loss_cls: 1.4565, loss: 1.4565, grad_norm: 18.5855 2020-08-10 02:21:57,477 - mmaction - INFO - Epoch [16][800/2505] lr: 5.000e-04, eta: 2 days, 9:51:40, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6531, top5_acc: 0.8458, loss_cls: 1.4441, loss: 1.4441, grad_norm: 19.9048 2020-08-10 02:22:34,952 - mmaction - INFO - Epoch [16][820/2505] lr: 5.000e-04, eta: 2 days, 9:50:57, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.6651, top5_acc: 0.8354, loss_cls: 1.4424, loss: 1.4424, grad_norm: 18.8290 2020-08-10 02:23:12,319 - mmaction - INFO - Epoch [16][840/2505] lr: 5.000e-04, eta: 2 days, 9:50:13, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6599, top5_acc: 0.8464, loss_cls: 1.3938, loss: 1.3938, grad_norm: 18.9010 2020-08-10 02:23:49,576 - mmaction - INFO - Epoch [16][860/2505] lr: 5.000e-04, eta: 2 days, 9:49:29, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6568, top5_acc: 0.8359, loss_cls: 1.4417, loss: 1.4417, grad_norm: 18.4695 2020-08-10 02:24:26,914 - mmaction - INFO - Epoch [16][880/2505] lr: 5.000e-04, eta: 2 days, 9:48:46, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6724, top5_acc: 0.8396, loss_cls: 1.4180, loss: 1.4180, grad_norm: 18.4510 2020-08-10 02:25:04,156 - mmaction - INFO - Epoch [16][900/2505] lr: 5.000e-04, eta: 2 days, 9:48:02, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6698, top5_acc: 0.8422, loss_cls: 1.4510, loss: 1.4510, grad_norm: 19.4468 2020-08-10 02:25:41,474 - mmaction - INFO - Epoch [16][920/2505] lr: 5.000e-04, eta: 2 days, 9:47:19, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6656, top5_acc: 0.8531, loss_cls: 1.3529, loss: 1.3529, grad_norm: 18.1287 2020-08-10 02:26:18,812 - mmaction - INFO - Epoch [16][940/2505] lr: 5.000e-04, eta: 2 days, 9:46:35, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6552, top5_acc: 0.8365, loss_cls: 1.4745, loss: 1.4745, grad_norm: 18.5289 2020-08-10 02:26:55,959 - mmaction - INFO - Epoch [16][960/2505] lr: 5.000e-04, eta: 2 days, 9:45:51, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6615, top5_acc: 0.8484, loss_cls: 1.4162, loss: 1.4162, grad_norm: 19.3066 2020-08-10 02:27:33,184 - mmaction - INFO - Epoch [16][980/2505] lr: 5.000e-04, eta: 2 days, 9:45:07, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6526, top5_acc: 0.8438, loss_cls: 1.4670, loss: 1.4670, grad_norm: 18.5748 2020-08-10 02:28:10,572 - mmaction - INFO - Epoch [16][1000/2505] lr: 5.000e-04, eta: 2 days, 9:44:24, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6583, top5_acc: 0.8474, loss_cls: 1.4335, loss: 1.4335, grad_norm: 18.5723 2020-08-10 02:28:47,879 - mmaction - INFO - Epoch [16][1020/2505] lr: 5.000e-04, eta: 2 days, 9:43:41, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6411, top5_acc: 0.8375, loss_cls: 1.5294, loss: 1.5294, grad_norm: 19.2220 2020-08-10 02:29:25,321 - mmaction - INFO - Epoch [16][1040/2505] lr: 5.000e-04, eta: 2 days, 9:42:58, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.6552, top5_acc: 0.8417, loss_cls: 1.4637, loss: 1.4637, grad_norm: 19.2823 2020-08-10 02:30:02,585 - mmaction - INFO - Epoch [16][1060/2505] lr: 5.000e-04, eta: 2 days, 9:42:14, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6547, top5_acc: 0.8443, loss_cls: 1.4647, loss: 1.4647, grad_norm: 18.1137 2020-08-10 02:30:39,986 - mmaction - INFO - Epoch [16][1080/2505] lr: 5.000e-04, eta: 2 days, 9:41:31, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6630, top5_acc: 0.8510, loss_cls: 1.4181, loss: 1.4181, grad_norm: 18.7356 2020-08-10 02:31:17,431 - mmaction - INFO - Epoch [16][1100/2505] lr: 5.000e-04, eta: 2 days, 9:40:48, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.6396, top5_acc: 0.8427, loss_cls: 1.4640, loss: 1.4640, grad_norm: 19.3157 2020-08-10 02:31:54,733 - mmaction - INFO - Epoch [16][1120/2505] lr: 5.000e-04, eta: 2 days, 9:40:04, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6589, top5_acc: 0.8542, loss_cls: 1.4132, loss: 1.4132, grad_norm: 19.9797 2020-08-10 02:32:32,036 - mmaction - INFO - Epoch [16][1140/2505] lr: 5.000e-04, eta: 2 days, 9:39:21, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6568, top5_acc: 0.8401, loss_cls: 1.4576, loss: 1.4576, grad_norm: 19.0651 2020-08-10 02:33:09,355 - mmaction - INFO - Epoch [16][1160/2505] lr: 5.000e-04, eta: 2 days, 9:38:37, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6641, top5_acc: 0.8516, loss_cls: 1.3855, loss: 1.3855, grad_norm: 18.5571 2020-08-10 02:33:46,746 - mmaction - INFO - Epoch [16][1180/2505] lr: 5.000e-04, eta: 2 days, 9:37:54, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6724, top5_acc: 0.8542, loss_cls: 1.3852, loss: 1.3852, grad_norm: 19.3177 2020-08-10 02:34:24,108 - mmaction - INFO - Epoch [16][1200/2505] lr: 5.000e-04, eta: 2 days, 9:37:11, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6500, top5_acc: 0.8500, loss_cls: 1.4235, loss: 1.4235, grad_norm: 18.9120 2020-08-10 02:35:01,413 - mmaction - INFO - Epoch [16][1220/2505] lr: 5.000e-04, eta: 2 days, 9:36:27, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6589, top5_acc: 0.8557, loss_cls: 1.3950, loss: 1.3950, grad_norm: 19.1495 2020-08-10 02:35:57,313 - mmaction - INFO - Epoch [16][1240/2505] lr: 5.000e-04, eta: 2 days, 9:36:35, time: 2.795, data_time: 0.001, memory: 8521, top1_acc: 0.6839, top5_acc: 0.8573, loss_cls: 1.3548, loss: 1.3548, grad_norm: 18.5369 2020-08-10 02:36:34,680 - mmaction - INFO - Epoch [16][1260/2505] lr: 5.000e-04, eta: 2 days, 9:35:51, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6672, top5_acc: 0.8510, loss_cls: 1.3904, loss: 1.3904, grad_norm: 18.6216 2020-08-10 02:37:12,010 - mmaction - INFO - Epoch [16][1280/2505] lr: 5.000e-04, eta: 2 days, 9:35:08, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6724, top5_acc: 0.8484, loss_cls: 1.3922, loss: 1.3922, grad_norm: 19.3298 2020-08-10 02:37:49,335 - mmaction - INFO - Epoch [16][1300/2505] lr: 5.000e-04, eta: 2 days, 9:34:25, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6583, top5_acc: 0.8599, loss_cls: 1.3968, loss: 1.3968, grad_norm: 18.6173 2020-08-10 02:38:26,558 - mmaction - INFO - Epoch [16][1320/2505] lr: 5.000e-04, eta: 2 days, 9:33:41, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6500, top5_acc: 0.8609, loss_cls: 1.4385, loss: 1.4385, grad_norm: 20.1420 2020-08-10 02:39:03,824 - mmaction - INFO - Epoch [16][1340/2505] lr: 5.000e-04, eta: 2 days, 9:32:57, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6484, top5_acc: 0.8411, loss_cls: 1.4842, loss: 1.4842, grad_norm: 18.6357 2020-08-10 02:39:41,165 - mmaction - INFO - Epoch [16][1360/2505] lr: 5.000e-04, eta: 2 days, 9:32:14, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6516, top5_acc: 0.8422, loss_cls: 1.4656, loss: 1.4656, grad_norm: 19.0168 2020-08-10 02:40:18,444 - mmaction - INFO - Epoch [16][1380/2505] lr: 5.000e-04, eta: 2 days, 9:31:30, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6453, top5_acc: 0.8406, loss_cls: 1.4752, loss: 1.4752, grad_norm: 19.0947 2020-08-10 02:40:55,787 - mmaction - INFO - Epoch [16][1400/2505] lr: 5.000e-04, eta: 2 days, 9:30:47, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6458, top5_acc: 0.8359, loss_cls: 1.4873, loss: 1.4873, grad_norm: 18.6854 2020-08-10 02:41:33,111 - mmaction - INFO - Epoch [16][1420/2505] lr: 5.000e-04, eta: 2 days, 9:30:04, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6714, top5_acc: 0.8547, loss_cls: 1.3839, loss: 1.3839, grad_norm: 18.1143 2020-08-10 02:42:10,450 - mmaction - INFO - Epoch [16][1440/2505] lr: 5.000e-04, eta: 2 days, 9:29:20, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6474, top5_acc: 0.8359, loss_cls: 1.5159, loss: 1.5159, grad_norm: 18.7158 2020-08-10 02:42:47,791 - mmaction - INFO - Epoch [16][1460/2505] lr: 5.000e-04, eta: 2 days, 9:28:37, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6734, top5_acc: 0.8464, loss_cls: 1.3873, loss: 1.3873, grad_norm: 19.5264 2020-08-10 02:43:41,779 - mmaction - INFO - Epoch [16][1480/2505] lr: 5.000e-04, eta: 2 days, 9:28:39, time: 2.699, data_time: 0.001, memory: 8521, top1_acc: 0.6510, top5_acc: 0.8578, loss_cls: 1.4233, loss: 1.4233, grad_norm: 20.0660 2020-08-10 02:44:19,092 - mmaction - INFO - Epoch [16][1500/2505] lr: 5.000e-04, eta: 2 days, 9:27:56, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6563, top5_acc: 0.8500, loss_cls: 1.4527, loss: 1.4527, grad_norm: 19.0975 2020-08-10 02:44:56,486 - mmaction - INFO - Epoch [16][1520/2505] lr: 5.000e-04, eta: 2 days, 9:27:12, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6432, top5_acc: 0.8375, loss_cls: 1.5179, loss: 1.5179, grad_norm: 18.4937 2020-08-10 02:45:33,776 - mmaction - INFO - Epoch [16][1540/2505] lr: 5.000e-04, eta: 2 days, 9:26:29, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6917, top5_acc: 0.8573, loss_cls: 1.3238, loss: 1.3238, grad_norm: 18.6598 2020-08-10 02:46:11,144 - mmaction - INFO - Epoch [16][1560/2505] lr: 5.000e-04, eta: 2 days, 9:25:46, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6594, top5_acc: 0.8583, loss_cls: 1.3930, loss: 1.3930, grad_norm: 18.8790 2020-08-10 02:46:49,864 - mmaction - INFO - Epoch [16][1580/2505] lr: 5.000e-04, eta: 2 days, 9:25:06, time: 1.936, data_time: 0.001, memory: 8521, top1_acc: 0.6443, top5_acc: 0.8365, loss_cls: 1.4948, loss: 1.4948, grad_norm: 19.5659 2020-08-10 02:47:27,133 - mmaction - INFO - Epoch [16][1600/2505] lr: 5.000e-04, eta: 2 days, 9:24:23, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6682, top5_acc: 0.8562, loss_cls: 1.4024, loss: 1.4024, grad_norm: 19.0241 2020-08-10 02:48:05,354 - mmaction - INFO - Epoch [16][1620/2505] lr: 5.000e-04, eta: 2 days, 9:23:42, time: 1.911, data_time: 0.001, memory: 8521, top1_acc: 0.6589, top5_acc: 0.8339, loss_cls: 1.4413, loss: 1.4413, grad_norm: 19.4579 2020-08-10 02:48:42,911 - mmaction - INFO - Epoch [16][1640/2505] lr: 5.000e-04, eta: 2 days, 9:22:59, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.6490, top5_acc: 0.8375, loss_cls: 1.4936, loss: 1.4936, grad_norm: 18.5822 2020-08-10 02:49:20,082 - mmaction - INFO - Epoch [16][1660/2505] lr: 5.000e-04, eta: 2 days, 9:22:15, time: 1.859, data_time: 0.002, memory: 8521, top1_acc: 0.6531, top5_acc: 0.8469, loss_cls: 1.4476, loss: 1.4476, grad_norm: 19.3138 2020-08-10 02:49:59,246 - mmaction - INFO - Epoch [16][1680/2505] lr: 5.000e-04, eta: 2 days, 9:21:37, time: 1.958, data_time: 0.001, memory: 8521, top1_acc: 0.6594, top5_acc: 0.8271, loss_cls: 1.4737, loss: 1.4737, grad_norm: 17.9663 2020-08-10 02:50:36,584 - mmaction - INFO - Epoch [16][1700/2505] lr: 5.000e-04, eta: 2 days, 9:20:53, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6557, top5_acc: 0.8484, loss_cls: 1.4151, loss: 1.4151, grad_norm: 18.5639 2020-08-10 02:51:13,878 - mmaction - INFO - Epoch [16][1720/2505] lr: 5.000e-04, eta: 2 days, 9:20:10, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6839, top5_acc: 0.8620, loss_cls: 1.3582, loss: 1.3582, grad_norm: 18.1390 2020-08-10 02:51:51,173 - mmaction - INFO - Epoch [16][1740/2505] lr: 5.000e-04, eta: 2 days, 9:19:27, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6672, top5_acc: 0.8349, loss_cls: 1.4237, loss: 1.4237, grad_norm: 18.7619 2020-08-10 02:52:32,552 - mmaction - INFO - Epoch [16][1760/2505] lr: 5.000e-04, eta: 2 days, 9:18:54, time: 2.069, data_time: 0.001, memory: 8521, top1_acc: 0.6656, top5_acc: 0.8484, loss_cls: 1.3844, loss: 1.3844, grad_norm: 19.0390 2020-08-10 02:53:09,838 - mmaction - INFO - Epoch [16][1780/2505] lr: 5.000e-04, eta: 2 days, 9:18:11, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6609, top5_acc: 0.8443, loss_cls: 1.4821, loss: 1.4821, grad_norm: 18.4171 2020-08-10 02:53:47,125 - mmaction - INFO - Epoch [16][1800/2505] lr: 5.000e-04, eta: 2 days, 9:17:27, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6609, top5_acc: 0.8354, loss_cls: 1.4938, loss: 1.4938, grad_norm: 19.3894 2020-08-10 02:54:24,421 - mmaction - INFO - Epoch [16][1820/2505] lr: 5.000e-04, eta: 2 days, 9:16:44, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6635, top5_acc: 0.8495, loss_cls: 1.3790, loss: 1.3790, grad_norm: 18.4404 2020-08-10 02:55:02,775 - mmaction - INFO - Epoch [16][1840/2505] lr: 5.000e-04, eta: 2 days, 9:16:04, time: 1.918, data_time: 0.001, memory: 8521, top1_acc: 0.6516, top5_acc: 0.8490, loss_cls: 1.4779, loss: 1.4779, grad_norm: 19.0471 2020-08-10 02:55:57,405 - mmaction - INFO - Epoch [16][1860/2505] lr: 5.000e-04, eta: 2 days, 9:16:07, time: 2.732, data_time: 0.001, memory: 8521, top1_acc: 0.6453, top5_acc: 0.8380, loss_cls: 1.4814, loss: 1.4814, grad_norm: 18.9573 2020-08-10 02:56:34,744 - mmaction - INFO - Epoch [16][1880/2505] lr: 5.000e-04, eta: 2 days, 9:15:23, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6635, top5_acc: 0.8448, loss_cls: 1.4173, loss: 1.4173, grad_norm: 18.9605 2020-08-10 02:57:11,941 - mmaction - INFO - Epoch [16][1900/2505] lr: 5.000e-04, eta: 2 days, 9:14:40, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6521, top5_acc: 0.8359, loss_cls: 1.5062, loss: 1.5062, grad_norm: 19.2294 2020-08-10 02:57:49,260 - mmaction - INFO - Epoch [16][1920/2505] lr: 5.000e-04, eta: 2 days, 9:13:56, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6411, top5_acc: 0.8438, loss_cls: 1.4981, loss: 1.4981, grad_norm: 19.5606 2020-08-10 02:58:27,570 - mmaction - INFO - Epoch [16][1940/2505] lr: 5.000e-04, eta: 2 days, 9:13:16, time: 1.915, data_time: 0.001, memory: 8521, top1_acc: 0.6589, top5_acc: 0.8333, loss_cls: 1.4650, loss: 1.4650, grad_norm: 19.2238 2020-08-10 02:59:04,848 - mmaction - INFO - Epoch [16][1960/2505] lr: 5.000e-04, eta: 2 days, 9:12:32, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6516, top5_acc: 0.8375, loss_cls: 1.4685, loss: 1.4685, grad_norm: 18.7456 2020-08-10 03:00:01,189 - mmaction - INFO - Epoch [16][1980/2505] lr: 5.000e-04, eta: 2 days, 9:12:40, time: 2.817, data_time: 0.001, memory: 8521, top1_acc: 0.6396, top5_acc: 0.8297, loss_cls: 1.4944, loss: 1.4944, grad_norm: 19.7799 2020-08-10 03:00:41,340 - mmaction - INFO - Epoch [16][2000/2505] lr: 5.000e-04, eta: 2 days, 9:12:04, time: 2.004, data_time: 0.001, memory: 8521, top1_acc: 0.6635, top5_acc: 0.8458, loss_cls: 1.4092, loss: 1.4092, grad_norm: 19.6498 2020-08-10 03:01:18,788 - mmaction - INFO - Epoch [16][2020/2505] lr: 5.000e-04, eta: 2 days, 9:11:21, time: 1.876, data_time: 0.017, memory: 8521, top1_acc: 0.6505, top5_acc: 0.8516, loss_cls: 1.4535, loss: 1.4535, grad_norm: 18.7125 2020-08-10 03:01:56,160 - mmaction - INFO - Epoch [16][2040/2505] lr: 5.000e-04, eta: 2 days, 9:10:38, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6635, top5_acc: 0.8427, loss_cls: 1.4476, loss: 1.4476, grad_norm: 19.0734 2020-08-10 03:02:33,448 - mmaction - INFO - Epoch [16][2060/2505] lr: 5.000e-04, eta: 2 days, 9:09:55, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6635, top5_acc: 0.8443, loss_cls: 1.4168, loss: 1.4168, grad_norm: 18.9393 2020-08-10 03:03:10,731 - mmaction - INFO - Epoch [16][2080/2505] lr: 5.000e-04, eta: 2 days, 9:09:11, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6708, top5_acc: 0.8500, loss_cls: 1.4071, loss: 1.4071, grad_norm: 19.0932 2020-08-10 03:03:48,992 - mmaction - INFO - Epoch [16][2100/2505] lr: 5.000e-04, eta: 2 days, 9:08:30, time: 1.913, data_time: 0.001, memory: 8521, top1_acc: 0.6682, top5_acc: 0.8437, loss_cls: 1.4700, loss: 1.4700, grad_norm: 18.3298 2020-08-10 03:04:26,307 - mmaction - INFO - Epoch [16][2120/2505] lr: 5.000e-04, eta: 2 days, 9:07:47, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6719, top5_acc: 0.8630, loss_cls: 1.3602, loss: 1.3602, grad_norm: 18.5407 2020-08-10 03:05:03,530 - mmaction - INFO - Epoch [16][2140/2505] lr: 5.000e-04, eta: 2 days, 9:07:03, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6604, top5_acc: 0.8432, loss_cls: 1.4227, loss: 1.4227, grad_norm: 20.0748 2020-08-10 03:05:40,796 - mmaction - INFO - Epoch [16][2160/2505] lr: 5.000e-04, eta: 2 days, 9:06:20, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6651, top5_acc: 0.8354, loss_cls: 1.4643, loss: 1.4643, grad_norm: 18.6587 2020-08-10 03:06:18,003 - mmaction - INFO - Epoch [16][2180/2505] lr: 5.000e-04, eta: 2 days, 9:05:36, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6432, top5_acc: 0.8354, loss_cls: 1.5007, loss: 1.5007, grad_norm: 19.0500 2020-08-10 03:06:55,181 - mmaction - INFO - Epoch [16][2200/2505] lr: 5.000e-04, eta: 2 days, 9:04:53, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6479, top5_acc: 0.8438, loss_cls: 1.4349, loss: 1.4349, grad_norm: 19.9821 2020-08-10 03:07:32,450 - mmaction - INFO - Epoch [16][2220/2505] lr: 5.000e-04, eta: 2 days, 9:04:09, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6531, top5_acc: 0.8531, loss_cls: 1.4309, loss: 1.4309, grad_norm: 18.3999 2020-08-10 03:08:09,886 - mmaction - INFO - Epoch [16][2240/2505] lr: 5.000e-04, eta: 2 days, 9:03:26, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.6703, top5_acc: 0.8500, loss_cls: 1.3695, loss: 1.3695, grad_norm: 18.5983 2020-08-10 03:08:47,222 - mmaction - INFO - Epoch [16][2260/2505] lr: 5.000e-04, eta: 2 days, 9:02:43, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6802, top5_acc: 0.8573, loss_cls: 1.3208, loss: 1.3208, grad_norm: 17.8185 2020-08-10 03:09:24,572 - mmaction - INFO - Epoch [16][2280/2505] lr: 5.000e-04, eta: 2 days, 9:02:00, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6708, top5_acc: 0.8427, loss_cls: 1.4008, loss: 1.4008, grad_norm: 18.3229 2020-08-10 03:10:03,472 - mmaction - INFO - Epoch [16][2300/2505] lr: 5.000e-04, eta: 2 days, 9:01:21, time: 1.945, data_time: 0.001, memory: 8521, top1_acc: 0.6313, top5_acc: 0.8198, loss_cls: 1.5475, loss: 1.5475, grad_norm: 18.5011 2020-08-10 03:10:40,937 - mmaction - INFO - Epoch [16][2320/2505] lr: 5.000e-04, eta: 2 days, 9:00:38, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.6609, top5_acc: 0.8526, loss_cls: 1.4166, loss: 1.4166, grad_norm: 18.3449 2020-08-10 03:11:18,320 - mmaction - INFO - Epoch [16][2340/2505] lr: 5.000e-04, eta: 2 days, 8:59:55, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6630, top5_acc: 0.8432, loss_cls: 1.4644, loss: 1.4644, grad_norm: 18.5954 2020-08-10 03:11:55,619 - mmaction - INFO - Epoch [16][2360/2505] lr: 5.000e-04, eta: 2 days, 8:59:12, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6536, top5_acc: 0.8349, loss_cls: 1.5040, loss: 1.5040, grad_norm: 17.8470 2020-08-10 03:12:32,931 - mmaction - INFO - Epoch [16][2380/2505] lr: 5.000e-04, eta: 2 days, 8:58:28, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6557, top5_acc: 0.8484, loss_cls: 1.4375, loss: 1.4375, grad_norm: 19.3916 2020-08-10 03:13:28,181 - mmaction - INFO - Epoch [16][2400/2505] lr: 5.000e-04, eta: 2 days, 8:58:32, time: 2.762, data_time: 0.001, memory: 8521, top1_acc: 0.6568, top5_acc: 0.8359, loss_cls: 1.4549, loss: 1.4549, grad_norm: 18.1922 2020-08-10 03:14:05,494 - mmaction - INFO - Epoch [16][2420/2505] lr: 5.000e-04, eta: 2 days, 8:57:49, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6255, top5_acc: 0.8323, loss_cls: 1.5397, loss: 1.5397, grad_norm: 19.0365 2020-08-10 03:14:42,783 - mmaction - INFO - Epoch [16][2440/2505] lr: 5.000e-04, eta: 2 days, 8:57:06, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6594, top5_acc: 0.8474, loss_cls: 1.4646, loss: 1.4646, grad_norm: 18.8451 2020-08-10 03:15:20,103 - mmaction - INFO - Epoch [16][2460/2505] lr: 5.000e-04, eta: 2 days, 8:56:23, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6563, top5_acc: 0.8453, loss_cls: 1.4673, loss: 1.4673, grad_norm: 18.8727 2020-08-10 03:15:57,456 - mmaction - INFO - Epoch [16][2480/2505] lr: 5.000e-04, eta: 2 days, 8:55:39, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6703, top5_acc: 0.8599, loss_cls: 1.3743, loss: 1.3743, grad_norm: 18.6584 2020-08-10 03:16:34,687 - mmaction - INFO - Epoch [16][2500/2505] lr: 5.000e-04, eta: 2 days, 8:54:56, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6708, top5_acc: 0.8536, loss_cls: 1.3813, loss: 1.3813, grad_norm: 18.2151 2020-08-10 03:16:51,323 - mmaction - INFO - Saving checkpoint at 16 epochs 2020-08-10 03:18:30,661 - mmaction - INFO - Epoch [17][20/2505] lr: 5.000e-04, eta: 2 days, 8:56:15, time: 4.873, data_time: 2.598, memory: 8521, top1_acc: 0.6656, top5_acc: 0.8526, loss_cls: 1.3527, loss: 1.3527, grad_norm: 19.0437 2020-08-10 03:19:08,291 - mmaction - INFO - Epoch [17][40/2505] lr: 5.000e-04, eta: 2 days, 8:55:33, time: 1.881, data_time: 0.010, memory: 8521, top1_acc: 0.6682, top5_acc: 0.8479, loss_cls: 1.3962, loss: 1.3962, grad_norm: 18.3279 2020-08-10 03:19:46,764 - mmaction - INFO - Epoch [17][60/2505] lr: 5.000e-04, eta: 2 days, 8:54:53, time: 1.924, data_time: 0.001, memory: 8521, top1_acc: 0.6583, top5_acc: 0.8411, loss_cls: 1.4239, loss: 1.4239, grad_norm: 18.6735 2020-08-10 03:20:24,541 - mmaction - INFO - Epoch [17][80/2505] lr: 5.000e-04, eta: 2 days, 8:54:10, time: 1.888, data_time: 0.001, memory: 8521, top1_acc: 0.6573, top5_acc: 0.8401, loss_cls: 1.4081, loss: 1.4081, grad_norm: 18.8724 2020-08-10 03:21:02,982 - mmaction - INFO - Epoch [17][100/2505] lr: 5.000e-04, eta: 2 days, 8:53:30, time: 1.923, data_time: 0.004, memory: 8521, top1_acc: 0.6563, top5_acc: 0.8464, loss_cls: 1.4163, loss: 1.4163, grad_norm: 19.4616 2020-08-10 03:21:40,290 - mmaction - INFO - Epoch [17][120/2505] lr: 5.000e-04, eta: 2 days, 8:52:47, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6786, top5_acc: 0.8557, loss_cls: 1.3414, loss: 1.3414, grad_norm: 18.8382 2020-08-10 03:22:17,627 - mmaction - INFO - Epoch [17][140/2505] lr: 5.000e-04, eta: 2 days, 8:52:03, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6724, top5_acc: 0.8547, loss_cls: 1.3717, loss: 1.3717, grad_norm: 19.3355 2020-08-10 03:23:43,933 - mmaction - INFO - Epoch [17][160/2505] lr: 5.000e-04, eta: 2 days, 8:53:28, time: 4.315, data_time: 0.001, memory: 8521, top1_acc: 0.6687, top5_acc: 0.8656, loss_cls: 1.3474, loss: 1.3474, grad_norm: 19.4787 2020-08-10 03:24:21,252 - mmaction - INFO - Epoch [17][180/2505] lr: 5.000e-04, eta: 2 days, 8:52:45, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6594, top5_acc: 0.8552, loss_cls: 1.3675, loss: 1.3675, grad_norm: 18.7037 2020-08-10 03:25:00,166 - mmaction - INFO - Epoch [17][200/2505] lr: 5.000e-04, eta: 2 days, 8:52:06, time: 1.946, data_time: 0.001, memory: 8521, top1_acc: 0.6672, top5_acc: 0.8406, loss_cls: 1.4051, loss: 1.4051, grad_norm: 18.4184 2020-08-10 03:25:37,419 - mmaction - INFO - Epoch [17][220/2505] lr: 5.000e-04, eta: 2 days, 8:51:22, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6583, top5_acc: 0.8474, loss_cls: 1.4223, loss: 1.4223, grad_norm: 19.0302 2020-08-10 03:26:14,751 - mmaction - INFO - Epoch [17][240/2505] lr: 5.000e-04, eta: 2 days, 8:50:39, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6734, top5_acc: 0.8500, loss_cls: 1.3715, loss: 1.3715, grad_norm: 18.4402 2020-08-10 03:26:52,085 - mmaction - INFO - Epoch [17][260/2505] lr: 5.000e-04, eta: 2 days, 8:49:55, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6630, top5_acc: 0.8411, loss_cls: 1.4316, loss: 1.4316, grad_norm: 18.6959 2020-08-10 03:27:32,977 - mmaction - INFO - Epoch [17][280/2505] lr: 5.000e-04, eta: 2 days, 8:49:21, time: 2.045, data_time: 0.001, memory: 8521, top1_acc: 0.6625, top5_acc: 0.8313, loss_cls: 1.4525, loss: 1.4525, grad_norm: 19.4307 2020-08-10 03:28:10,273 - mmaction - INFO - Epoch [17][300/2505] lr: 5.000e-04, eta: 2 days, 8:48:38, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6771, top5_acc: 0.8542, loss_cls: 1.4016, loss: 1.4016, grad_norm: 18.1724 2020-08-10 03:28:47,459 - mmaction - INFO - Epoch [17][320/2505] lr: 5.000e-04, eta: 2 days, 8:47:54, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6714, top5_acc: 0.8609, loss_cls: 1.3646, loss: 1.3646, grad_norm: 18.4473 2020-08-10 03:29:25,699 - mmaction - INFO - Epoch [17][340/2505] lr: 5.000e-04, eta: 2 days, 8:47:13, time: 1.912, data_time: 0.048, memory: 8521, top1_acc: 0.6479, top5_acc: 0.8281, loss_cls: 1.4882, loss: 1.4882, grad_norm: 18.3702 2020-08-10 03:30:52,247 - mmaction - INFO - Epoch [17][360/2505] lr: 5.000e-04, eta: 2 days, 8:48:38, time: 4.327, data_time: 0.001, memory: 8521, top1_acc: 0.6677, top5_acc: 0.8490, loss_cls: 1.4255, loss: 1.4255, grad_norm: 18.9896 2020-08-10 03:31:29,656 - mmaction - INFO - Epoch [17][380/2505] lr: 5.000e-04, eta: 2 days, 8:47:55, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6875, top5_acc: 0.8630, loss_cls: 1.3208, loss: 1.3208, grad_norm: 18.4474 2020-08-10 03:32:08,396 - mmaction - INFO - Epoch [17][400/2505] lr: 5.000e-04, eta: 2 days, 8:47:15, time: 1.937, data_time: 0.001, memory: 8521, top1_acc: 0.6927, top5_acc: 0.8661, loss_cls: 1.2913, loss: 1.2913, grad_norm: 18.5316 2020-08-10 03:32:47,517 - mmaction - INFO - Epoch [17][420/2505] lr: 5.000e-04, eta: 2 days, 8:46:36, time: 1.956, data_time: 0.001, memory: 8521, top1_acc: 0.6661, top5_acc: 0.8443, loss_cls: 1.4103, loss: 1.4103, grad_norm: 19.1882 2020-08-10 03:33:26,171 - mmaction - INFO - Epoch [17][440/2505] lr: 5.000e-04, eta: 2 days, 8:45:56, time: 1.932, data_time: 0.001, memory: 8521, top1_acc: 0.6677, top5_acc: 0.8448, loss_cls: 1.3943, loss: 1.3943, grad_norm: 18.0330 2020-08-10 03:34:03,383 - mmaction - INFO - Epoch [17][460/2505] lr: 5.000e-04, eta: 2 days, 8:45:13, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6714, top5_acc: 0.8484, loss_cls: 1.3815, loss: 1.3815, grad_norm: 18.7531 2020-08-10 03:34:40,663 - mmaction - INFO - Epoch [17][480/2505] lr: 5.000e-04, eta: 2 days, 8:44:29, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6563, top5_acc: 0.8391, loss_cls: 1.4990, loss: 1.4990, grad_norm: 18.0946 2020-08-10 03:35:21,321 - mmaction - INFO - Epoch [17][500/2505] lr: 5.000e-04, eta: 2 days, 8:43:54, time: 2.033, data_time: 0.001, memory: 8521, top1_acc: 0.6917, top5_acc: 0.8703, loss_cls: 1.3046, loss: 1.3046, grad_norm: 18.8732 2020-08-10 03:35:58,432 - mmaction - INFO - Epoch [17][520/2505] lr: 5.000e-04, eta: 2 days, 8:43:10, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.6542, top5_acc: 0.8448, loss_cls: 1.4292, loss: 1.4292, grad_norm: 18.3360 2020-08-10 03:36:37,115 - mmaction - INFO - Epoch [17][540/2505] lr: 5.000e-04, eta: 2 days, 8:42:31, time: 1.934, data_time: 0.001, memory: 8521, top1_acc: 0.6667, top5_acc: 0.8516, loss_cls: 1.4262, loss: 1.4262, grad_norm: 18.6589 2020-08-10 03:37:14,370 - mmaction - INFO - Epoch [17][560/2505] lr: 5.000e-04, eta: 2 days, 8:41:47, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6630, top5_acc: 0.8521, loss_cls: 1.3843, loss: 1.3843, grad_norm: 19.5664 2020-08-10 03:37:51,657 - mmaction - INFO - Epoch [17][580/2505] lr: 5.000e-04, eta: 2 days, 8:41:04, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6573, top5_acc: 0.8422, loss_cls: 1.4592, loss: 1.4592, grad_norm: 18.6935 2020-08-10 03:38:29,077 - mmaction - INFO - Epoch [17][600/2505] lr: 5.000e-04, eta: 2 days, 8:40:20, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.6714, top5_acc: 0.8531, loss_cls: 1.3967, loss: 1.3967, grad_norm: 18.6737 2020-08-10 03:39:23,974 - mmaction - INFO - Epoch [17][620/2505] lr: 5.000e-04, eta: 2 days, 8:40:22, time: 2.745, data_time: 0.001, memory: 8521, top1_acc: 0.6854, top5_acc: 0.8562, loss_cls: 1.3293, loss: 1.3293, grad_norm: 17.9283 2020-08-10 03:40:01,169 - mmaction - INFO - Epoch [17][640/2505] lr: 5.000e-04, eta: 2 days, 8:39:39, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6484, top5_acc: 0.8443, loss_cls: 1.4546, loss: 1.4546, grad_norm: 19.7561 2020-08-10 03:40:38,508 - mmaction - INFO - Epoch [17][660/2505] lr: 5.000e-04, eta: 2 days, 8:38:55, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6599, top5_acc: 0.8391, loss_cls: 1.4529, loss: 1.4529, grad_norm: 18.7768 2020-08-10 03:41:17,073 - mmaction - INFO - Epoch [17][680/2505] lr: 5.000e-04, eta: 2 days, 8:38:15, time: 1.928, data_time: 0.001, memory: 8521, top1_acc: 0.6557, top5_acc: 0.8396, loss_cls: 1.4321, loss: 1.4321, grad_norm: 18.2898 2020-08-10 03:41:54,338 - mmaction - INFO - Epoch [17][700/2505] lr: 5.000e-04, eta: 2 days, 8:37:32, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6891, top5_acc: 0.8625, loss_cls: 1.3219, loss: 1.3219, grad_norm: 17.8636 2020-08-10 03:42:31,681 - mmaction - INFO - Epoch [17][720/2505] lr: 5.000e-04, eta: 2 days, 8:36:48, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6526, top5_acc: 0.8411, loss_cls: 1.4516, loss: 1.4516, grad_norm: 18.3116 2020-08-10 03:43:09,064 - mmaction - INFO - Epoch [17][740/2505] lr: 5.000e-04, eta: 2 days, 8:36:05, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6552, top5_acc: 0.8370, loss_cls: 1.4694, loss: 1.4694, grad_norm: 19.1596 2020-08-10 03:43:46,272 - mmaction - INFO - Epoch [17][760/2505] lr: 5.000e-04, eta: 2 days, 8:35:22, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6734, top5_acc: 0.8562, loss_cls: 1.3715, loss: 1.3715, grad_norm: 18.6465 2020-08-10 03:44:23,437 - mmaction - INFO - Epoch [17][780/2505] lr: 5.000e-04, eta: 2 days, 8:34:38, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6635, top5_acc: 0.8474, loss_cls: 1.3748, loss: 1.3748, grad_norm: 19.3060 2020-08-10 03:45:00,744 - mmaction - INFO - Epoch [17][800/2505] lr: 5.000e-04, eta: 2 days, 8:33:55, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6661, top5_acc: 0.8594, loss_cls: 1.3964, loss: 1.3964, grad_norm: 18.3355 2020-08-10 03:45:37,935 - mmaction - INFO - Epoch [17][820/2505] lr: 5.000e-04, eta: 2 days, 8:33:11, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6437, top5_acc: 0.8375, loss_cls: 1.4843, loss: 1.4843, grad_norm: 19.6300 2020-08-10 03:46:16,609 - mmaction - INFO - Epoch [17][840/2505] lr: 5.000e-04, eta: 2 days, 8:32:31, time: 1.934, data_time: 0.001, memory: 8521, top1_acc: 0.6609, top5_acc: 0.8479, loss_cls: 1.3994, loss: 1.3994, grad_norm: 18.5980 2020-08-10 03:47:12,216 - mmaction - INFO - Epoch [17][860/2505] lr: 5.000e-04, eta: 2 days, 8:32:34, time: 2.780, data_time: 0.001, memory: 8521, top1_acc: 0.6484, top5_acc: 0.8458, loss_cls: 1.4662, loss: 1.4662, grad_norm: 19.2194 2020-08-10 03:47:50,503 - mmaction - INFO - Epoch [17][880/2505] lr: 5.000e-04, eta: 2 days, 8:31:53, time: 1.914, data_time: 0.001, memory: 8521, top1_acc: 0.6589, top5_acc: 0.8323, loss_cls: 1.4867, loss: 1.4867, grad_norm: 19.5822 2020-08-10 03:48:29,479 - mmaction - INFO - Epoch [17][900/2505] lr: 5.000e-04, eta: 2 days, 8:31:14, time: 1.949, data_time: 0.001, memory: 8521, top1_acc: 0.6620, top5_acc: 0.8578, loss_cls: 1.4175, loss: 1.4175, grad_norm: 18.9954 2020-08-10 03:49:07,473 - mmaction - INFO - Epoch [17][920/2505] lr: 5.000e-04, eta: 2 days, 8:30:33, time: 1.900, data_time: 0.001, memory: 8521, top1_acc: 0.6646, top5_acc: 0.8422, loss_cls: 1.4265, loss: 1.4265, grad_norm: 19.4336 2020-08-10 03:49:44,633 - mmaction - INFO - Epoch [17][940/2505] lr: 5.000e-04, eta: 2 days, 8:29:49, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6396, top5_acc: 0.8318, loss_cls: 1.5101, loss: 1.5101, grad_norm: 19.3599 2020-08-10 03:50:23,236 - mmaction - INFO - Epoch [17][960/2505] lr: 5.000e-04, eta: 2 days, 8:29:09, time: 1.930, data_time: 0.001, memory: 8521, top1_acc: 0.6599, top5_acc: 0.8359, loss_cls: 1.4314, loss: 1.4314, grad_norm: 18.0407 2020-08-10 03:51:00,606 - mmaction - INFO - Epoch [17][980/2505] lr: 5.000e-04, eta: 2 days, 8:28:26, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6703, top5_acc: 0.8484, loss_cls: 1.3553, loss: 1.3553, grad_norm: 18.1902 2020-08-10 03:51:38,015 - mmaction - INFO - Epoch [17][1000/2505] lr: 5.000e-04, eta: 2 days, 8:27:43, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.6672, top5_acc: 0.8578, loss_cls: 1.3559, loss: 1.3559, grad_norm: 18.4438 2020-08-10 03:52:15,256 - mmaction - INFO - Epoch [17][1020/2505] lr: 5.000e-04, eta: 2 days, 8:26:59, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6635, top5_acc: 0.8453, loss_cls: 1.4006, loss: 1.4006, grad_norm: 18.6556 2020-08-10 03:52:52,688 - mmaction - INFO - Epoch [17][1040/2505] lr: 5.000e-04, eta: 2 days, 8:26:16, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.6594, top5_acc: 0.8484, loss_cls: 1.4065, loss: 1.4065, grad_norm: 18.6619 2020-08-10 03:53:30,009 - mmaction - INFO - Epoch [17][1060/2505] lr: 5.000e-04, eta: 2 days, 8:25:33, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6646, top5_acc: 0.8583, loss_cls: 1.3685, loss: 1.3685, grad_norm: 18.7591 2020-08-10 03:54:09,887 - mmaction - INFO - Epoch [17][1080/2505] lr: 5.000e-04, eta: 2 days, 8:24:56, time: 1.992, data_time: 0.001, memory: 8521, top1_acc: 0.6583, top5_acc: 0.8557, loss_cls: 1.4018, loss: 1.4018, grad_norm: 19.2038 2020-08-10 03:54:48,401 - mmaction - INFO - Epoch [17][1100/2505] lr: 5.000e-04, eta: 2 days, 8:24:16, time: 1.927, data_time: 0.009, memory: 8521, top1_acc: 0.6693, top5_acc: 0.8490, loss_cls: 1.3972, loss: 1.3972, grad_norm: 19.4923 2020-08-10 03:55:42,389 - mmaction - INFO - Epoch [17][1120/2505] lr: 5.000e-04, eta: 2 days, 8:24:15, time: 2.699, data_time: 0.001, memory: 8521, top1_acc: 0.6688, top5_acc: 0.8453, loss_cls: 1.3892, loss: 1.3892, grad_norm: 19.2379 2020-08-10 03:57:10,668 - mmaction - INFO - Epoch [17][1140/2505] lr: 5.000e-04, eta: 2 days, 8:25:40, time: 4.414, data_time: 0.003, memory: 8521, top1_acc: 0.6740, top5_acc: 0.8510, loss_cls: 1.3681, loss: 1.3681, grad_norm: 19.0731 2020-08-10 03:58:04,792 - mmaction - INFO - Epoch [17][1160/2505] lr: 5.000e-04, eta: 2 days, 8:25:39, time: 2.706, data_time: 0.001, memory: 8521, top1_acc: 0.6526, top5_acc: 0.8396, loss_cls: 1.4928, loss: 1.4928, grad_norm: 18.7146 2020-08-10 03:58:41,979 - mmaction - INFO - Epoch [17][1180/2505] lr: 5.000e-04, eta: 2 days, 8:24:55, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6635, top5_acc: 0.8464, loss_cls: 1.4288, loss: 1.4288, grad_norm: 18.5339 2020-08-10 03:59:19,369 - mmaction - INFO - Epoch [17][1200/2505] lr: 5.000e-04, eta: 2 days, 8:24:12, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6760, top5_acc: 0.8443, loss_cls: 1.3966, loss: 1.3966, grad_norm: 18.5413 2020-08-10 03:59:56,844 - mmaction - INFO - Epoch [17][1220/2505] lr: 5.000e-04, eta: 2 days, 8:23:29, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.6641, top5_acc: 0.8500, loss_cls: 1.3440, loss: 1.3440, grad_norm: 17.7455 2020-08-10 04:00:51,511 - mmaction - INFO - Epoch [17][1240/2505] lr: 5.000e-04, eta: 2 days, 8:23:29, time: 2.731, data_time: 0.001, memory: 8521, top1_acc: 0.6516, top5_acc: 0.8411, loss_cls: 1.4711, loss: 1.4711, grad_norm: 18.3404 2020-08-10 04:01:28,995 - mmaction - INFO - Epoch [17][1260/2505] lr: 5.000e-04, eta: 2 days, 8:22:46, time: 1.876, data_time: 0.013, memory: 8521, top1_acc: 0.6563, top5_acc: 0.8396, loss_cls: 1.4412, loss: 1.4412, grad_norm: 18.7734 2020-08-10 04:02:06,217 - mmaction - INFO - Epoch [17][1280/2505] lr: 5.000e-04, eta: 2 days, 8:22:03, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6661, top5_acc: 0.8474, loss_cls: 1.3917, loss: 1.3917, grad_norm: 18.4089 2020-08-10 04:02:45,126 - mmaction - INFO - Epoch [17][1300/2505] lr: 5.000e-04, eta: 2 days, 8:21:23, time: 1.946, data_time: 0.002, memory: 8521, top1_acc: 0.6609, top5_acc: 0.8516, loss_cls: 1.4171, loss: 1.4171, grad_norm: 18.6921 2020-08-10 04:03:22,338 - mmaction - INFO - Epoch [17][1320/2505] lr: 5.000e-04, eta: 2 days, 8:20:40, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6708, top5_acc: 0.8484, loss_cls: 1.4028, loss: 1.4028, grad_norm: 18.1659 2020-08-10 04:03:59,520 - mmaction - INFO - Epoch [17][1340/2505] lr: 5.000e-04, eta: 2 days, 8:19:56, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6526, top5_acc: 0.8318, loss_cls: 1.4734, loss: 1.4734, grad_norm: 19.3113 2020-08-10 04:04:36,668 - mmaction - INFO - Epoch [17][1360/2505] lr: 5.000e-04, eta: 2 days, 8:19:12, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6536, top5_acc: 0.8438, loss_cls: 1.4505, loss: 1.4505, grad_norm: 18.2424 2020-08-10 04:05:14,457 - mmaction - INFO - Epoch [17][1380/2505] lr: 5.000e-04, eta: 2 days, 8:18:30, time: 1.889, data_time: 0.001, memory: 8521, top1_acc: 0.6714, top5_acc: 0.8427, loss_cls: 1.4126, loss: 1.4126, grad_norm: 19.1243 2020-08-10 04:06:08,613 - mmaction - INFO - Epoch [17][1400/2505] lr: 5.000e-04, eta: 2 days, 8:18:29, time: 2.708, data_time: 0.006, memory: 8521, top1_acc: 0.6589, top5_acc: 0.8422, loss_cls: 1.4180, loss: 1.4180, grad_norm: 19.2688 2020-08-10 04:06:47,758 - mmaction - INFO - Epoch [17][1420/2505] lr: 5.000e-04, eta: 2 days, 8:17:50, time: 1.957, data_time: 0.001, memory: 8521, top1_acc: 0.6839, top5_acc: 0.8469, loss_cls: 1.3574, loss: 1.3574, grad_norm: 18.6427 2020-08-10 04:07:27,183 - mmaction - INFO - Epoch [17][1440/2505] lr: 5.000e-04, eta: 2 days, 8:17:12, time: 1.971, data_time: 0.001, memory: 8521, top1_acc: 0.6745, top5_acc: 0.8542, loss_cls: 1.4025, loss: 1.4025, grad_norm: 18.8615 2020-08-10 04:09:08,253 - mmaction - INFO - Epoch [17][1460/2505] lr: 5.000e-04, eta: 2 days, 8:19:08, time: 5.053, data_time: 0.001, memory: 8521, top1_acc: 0.6646, top5_acc: 0.8495, loss_cls: 1.3746, loss: 1.3746, grad_norm: 19.0720 2020-08-10 04:09:45,432 - mmaction - INFO - Epoch [17][1480/2505] lr: 5.000e-04, eta: 2 days, 8:18:24, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6646, top5_acc: 0.8562, loss_cls: 1.3892, loss: 1.3892, grad_norm: 18.6760 2020-08-10 04:10:22,847 - mmaction - INFO - Epoch [17][1500/2505] lr: 5.000e-04, eta: 2 days, 8:17:41, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.6604, top5_acc: 0.8469, loss_cls: 1.4088, loss: 1.4088, grad_norm: 18.9280 2020-08-10 04:11:01,438 - mmaction - INFO - Epoch [17][1520/2505] lr: 5.000e-04, eta: 2 days, 8:17:00, time: 1.930, data_time: 0.003, memory: 8521, top1_acc: 0.6620, top5_acc: 0.8599, loss_cls: 1.4060, loss: 1.4060, grad_norm: 19.0598 2020-08-10 04:11:56,232 - mmaction - INFO - Epoch [17][1540/2505] lr: 5.000e-04, eta: 2 days, 8:17:00, time: 2.739, data_time: 0.001, memory: 8521, top1_acc: 0.6568, top5_acc: 0.8505, loss_cls: 1.4282, loss: 1.4282, grad_norm: 18.2103 2020-08-10 04:12:50,268 - mmaction - INFO - Epoch [17][1560/2505] lr: 5.000e-04, eta: 2 days, 8:16:58, time: 2.702, data_time: 0.001, memory: 8521, top1_acc: 0.6609, top5_acc: 0.8411, loss_cls: 1.4630, loss: 1.4630, grad_norm: 19.6061 2020-08-10 04:13:27,579 - mmaction - INFO - Epoch [17][1580/2505] lr: 5.000e-04, eta: 2 days, 8:16:15, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6578, top5_acc: 0.8443, loss_cls: 1.4273, loss: 1.4273, grad_norm: 19.2375 2020-08-10 04:14:05,491 - mmaction - INFO - Epoch [17][1600/2505] lr: 5.000e-04, eta: 2 days, 8:15:33, time: 1.896, data_time: 0.001, memory: 8521, top1_acc: 0.6688, top5_acc: 0.8578, loss_cls: 1.3842, loss: 1.3842, grad_norm: 18.2327 2020-08-10 04:14:45,461 - mmaction - INFO - Epoch [17][1620/2505] lr: 5.000e-04, eta: 2 days, 8:14:56, time: 1.998, data_time: 0.001, memory: 8521, top1_acc: 0.6594, top5_acc: 0.8469, loss_cls: 1.4396, loss: 1.4396, grad_norm: 19.0912 2020-08-10 04:15:39,561 - mmaction - INFO - Epoch [17][1640/2505] lr: 5.000e-04, eta: 2 days, 8:14:54, time: 2.705, data_time: 0.001, memory: 8521, top1_acc: 0.6708, top5_acc: 0.8453, loss_cls: 1.3883, loss: 1.3883, grad_norm: 18.6868 2020-08-10 04:16:16,947 - mmaction - INFO - Epoch [17][1660/2505] lr: 5.000e-04, eta: 2 days, 8:14:11, time: 1.869, data_time: 0.005, memory: 8521, top1_acc: 0.6589, top5_acc: 0.8443, loss_cls: 1.4491, loss: 1.4491, grad_norm: 19.0540 2020-08-10 04:16:54,115 - mmaction - INFO - Epoch [17][1680/2505] lr: 5.000e-04, eta: 2 days, 8:13:27, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6672, top5_acc: 0.8573, loss_cls: 1.3997, loss: 1.3997, grad_norm: 19.0358 2020-08-10 04:17:32,489 - mmaction - INFO - Epoch [17][1700/2505] lr: 5.000e-04, eta: 2 days, 8:12:46, time: 1.919, data_time: 0.001, memory: 8521, top1_acc: 0.6500, top5_acc: 0.8328, loss_cls: 1.4944, loss: 1.4944, grad_norm: 17.8449 2020-08-10 04:18:09,813 - mmaction - INFO - Epoch [17][1720/2505] lr: 5.000e-04, eta: 2 days, 8:12:02, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6573, top5_acc: 0.8443, loss_cls: 1.4192, loss: 1.4192, grad_norm: 19.9646 2020-08-10 04:18:47,102 - mmaction - INFO - Epoch [17][1740/2505] lr: 5.000e-04, eta: 2 days, 8:11:19, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6536, top5_acc: 0.8406, loss_cls: 1.4317, loss: 1.4317, grad_norm: 18.8819 2020-08-10 04:19:24,512 - mmaction - INFO - Epoch [17][1760/2505] lr: 5.000e-04, eta: 2 days, 8:10:36, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6542, top5_acc: 0.8427, loss_cls: 1.4599, loss: 1.4599, grad_norm: 18.9914 2020-08-10 04:20:01,748 - mmaction - INFO - Epoch [17][1780/2505] lr: 5.000e-04, eta: 2 days, 8:09:52, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6792, top5_acc: 0.8625, loss_cls: 1.3308, loss: 1.3308, grad_norm: 18.5356 2020-08-10 04:20:39,165 - mmaction - INFO - Epoch [17][1800/2505] lr: 5.000e-04, eta: 2 days, 8:09:09, time: 1.871, data_time: 0.002, memory: 8521, top1_acc: 0.6625, top5_acc: 0.8531, loss_cls: 1.3953, loss: 1.3953, grad_norm: 18.4302 2020-08-10 04:21:17,084 - mmaction - INFO - Epoch [17][1820/2505] lr: 5.000e-04, eta: 2 days, 8:08:27, time: 1.896, data_time: 0.001, memory: 8521, top1_acc: 0.6604, top5_acc: 0.8594, loss_cls: 1.3830, loss: 1.3830, grad_norm: 18.4955 2020-08-10 04:21:54,374 - mmaction - INFO - Epoch [17][1840/2505] lr: 5.000e-04, eta: 2 days, 8:07:43, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6500, top5_acc: 0.8526, loss_cls: 1.4300, loss: 1.4300, grad_norm: 18.6121 2020-08-10 04:23:06,582 - mmaction - INFO - Epoch [17][1860/2505] lr: 5.000e-04, eta: 2 days, 8:08:26, time: 3.610, data_time: 0.001, memory: 8521, top1_acc: 0.6594, top5_acc: 0.8411, loss_cls: 1.4836, loss: 1.4836, grad_norm: 18.7845 2020-08-10 04:23:43,820 - mmaction - INFO - Epoch [17][1880/2505] lr: 5.000e-04, eta: 2 days, 8:07:42, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6687, top5_acc: 0.8365, loss_cls: 1.4423, loss: 1.4423, grad_norm: 18.9224 2020-08-10 04:24:21,236 - mmaction - INFO - Epoch [17][1900/2505] lr: 5.000e-04, eta: 2 days, 8:06:59, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.6521, top5_acc: 0.8453, loss_cls: 1.4846, loss: 1.4846, grad_norm: 19.4724 2020-08-10 04:24:59,894 - mmaction - INFO - Epoch [17][1920/2505] lr: 5.000e-04, eta: 2 days, 8:06:18, time: 1.933, data_time: 0.001, memory: 8521, top1_acc: 0.6490, top5_acc: 0.8443, loss_cls: 1.4375, loss: 1.4375, grad_norm: 19.0181 2020-08-10 04:25:37,061 - mmaction - INFO - Epoch [17][1940/2505] lr: 5.000e-04, eta: 2 days, 8:05:34, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6693, top5_acc: 0.8563, loss_cls: 1.3900, loss: 1.3900, grad_norm: 19.0559 2020-08-10 04:26:14,876 - mmaction - INFO - Epoch [17][1960/2505] lr: 5.000e-04, eta: 2 days, 8:04:52, time: 1.891, data_time: 0.001, memory: 8521, top1_acc: 0.6766, top5_acc: 0.8542, loss_cls: 1.3471, loss: 1.3471, grad_norm: 18.4539 2020-08-10 04:26:53,335 - mmaction - INFO - Epoch [17][1980/2505] lr: 5.000e-04, eta: 2 days, 8:04:11, time: 1.923, data_time: 0.001, memory: 8521, top1_acc: 0.6630, top5_acc: 0.8437, loss_cls: 1.3920, loss: 1.3920, grad_norm: 18.6577 2020-08-10 04:27:32,004 - mmaction - INFO - Epoch [17][2000/2505] lr: 5.000e-04, eta: 2 days, 8:03:31, time: 1.933, data_time: 0.001, memory: 8521, top1_acc: 0.6635, top5_acc: 0.8411, loss_cls: 1.4377, loss: 1.4377, grad_norm: 19.3465 2020-08-10 04:28:09,287 - mmaction - INFO - Epoch [17][2020/2505] lr: 5.000e-04, eta: 2 days, 8:02:48, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6661, top5_acc: 0.8401, loss_cls: 1.4386, loss: 1.4386, grad_norm: 18.1820 2020-08-10 04:28:47,688 - mmaction - INFO - Epoch [17][2040/2505] lr: 5.000e-04, eta: 2 days, 8:02:07, time: 1.920, data_time: 0.001, memory: 8521, top1_acc: 0.6495, top5_acc: 0.8458, loss_cls: 1.4647, loss: 1.4647, grad_norm: 19.7175 2020-08-10 04:29:24,878 - mmaction - INFO - Epoch [17][2060/2505] lr: 5.000e-04, eta: 2 days, 8:01:23, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6557, top5_acc: 0.8448, loss_cls: 1.4503, loss: 1.4503, grad_norm: 18.5972 2020-08-10 04:30:19,112 - mmaction - INFO - Epoch [17][2080/2505] lr: 5.000e-04, eta: 2 days, 8:01:21, time: 2.712, data_time: 0.001, memory: 8521, top1_acc: 0.6833, top5_acc: 0.8547, loss_cls: 1.3687, loss: 1.3687, grad_norm: 18.4638 2020-08-10 04:30:56,442 - mmaction - INFO - Epoch [17][2100/2505] lr: 5.000e-04, eta: 2 days, 8:00:37, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6563, top5_acc: 0.8411, loss_cls: 1.4673, loss: 1.4673, grad_norm: 18.0590 2020-08-10 04:31:33,736 - mmaction - INFO - Epoch [17][2120/2505] lr: 5.000e-04, eta: 2 days, 7:59:54, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6479, top5_acc: 0.8500, loss_cls: 1.4676, loss: 1.4676, grad_norm: 19.8118 2020-08-10 04:32:12,547 - mmaction - INFO - Epoch [17][2140/2505] lr: 5.000e-04, eta: 2 days, 7:59:14, time: 1.941, data_time: 0.001, memory: 8521, top1_acc: 0.6500, top5_acc: 0.8417, loss_cls: 1.4358, loss: 1.4358, grad_norm: 18.8539 2020-08-10 04:33:07,739 - mmaction - INFO - Epoch [17][2160/2505] lr: 5.000e-04, eta: 2 days, 7:59:14, time: 2.760, data_time: 0.001, memory: 8521, top1_acc: 0.6563, top5_acc: 0.8422, loss_cls: 1.4473, loss: 1.4473, grad_norm: 18.7282 2020-08-10 04:33:44,983 - mmaction - INFO - Epoch [17][2180/2505] lr: 5.000e-04, eta: 2 days, 7:58:31, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6615, top5_acc: 0.8396, loss_cls: 1.4518, loss: 1.4518, grad_norm: 19.5744 2020-08-10 04:34:23,467 - mmaction - INFO - Epoch [17][2200/2505] lr: 5.000e-04, eta: 2 days, 7:57:50, time: 1.924, data_time: 0.001, memory: 8521, top1_acc: 0.6516, top5_acc: 0.8312, loss_cls: 1.5024, loss: 1.5024, grad_norm: 18.6902 2020-08-10 04:35:00,667 - mmaction - INFO - Epoch [17][2220/2505] lr: 5.000e-04, eta: 2 days, 7:57:06, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6771, top5_acc: 0.8557, loss_cls: 1.3755, loss: 1.3755, grad_norm: 18.7363 2020-08-10 04:35:39,640 - mmaction - INFO - Epoch [17][2240/2505] lr: 5.000e-04, eta: 2 days, 7:56:27, time: 1.949, data_time: 0.001, memory: 8521, top1_acc: 0.6453, top5_acc: 0.8396, loss_cls: 1.4614, loss: 1.4614, grad_norm: 18.4963 2020-08-10 04:36:17,794 - mmaction - INFO - Epoch [17][2260/2505] lr: 5.000e-04, eta: 2 days, 7:55:45, time: 1.908, data_time: 0.001, memory: 8521, top1_acc: 0.6667, top5_acc: 0.8453, loss_cls: 1.4293, loss: 1.4293, grad_norm: 19.0396 2020-08-10 04:36:55,604 - mmaction - INFO - Epoch [17][2280/2505] lr: 5.000e-04, eta: 2 days, 7:55:03, time: 1.890, data_time: 0.001, memory: 8521, top1_acc: 0.6615, top5_acc: 0.8542, loss_cls: 1.4002, loss: 1.4002, grad_norm: 19.9492 2020-08-10 04:38:23,502 - mmaction - INFO - Epoch [17][2300/2505] lr: 5.000e-04, eta: 2 days, 7:56:22, time: 4.395, data_time: 0.001, memory: 8521, top1_acc: 0.6594, top5_acc: 0.8469, loss_cls: 1.4025, loss: 1.4025, grad_norm: 18.5109 2020-08-10 04:39:00,866 - mmaction - INFO - Epoch [17][2320/2505] lr: 5.000e-04, eta: 2 days, 7:55:39, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6573, top5_acc: 0.8458, loss_cls: 1.4489, loss: 1.4489, grad_norm: 19.0246 2020-08-10 04:39:38,175 - mmaction - INFO - Epoch [17][2340/2505] lr: 5.000e-04, eta: 2 days, 7:54:55, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6552, top5_acc: 0.8469, loss_cls: 1.4259, loss: 1.4259, grad_norm: 18.8491 2020-08-10 04:40:15,536 - mmaction - INFO - Epoch [17][2360/2505] lr: 5.000e-04, eta: 2 days, 7:54:12, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6651, top5_acc: 0.8573, loss_cls: 1.3751, loss: 1.3751, grad_norm: 19.8301 2020-08-10 04:40:52,723 - mmaction - INFO - Epoch [17][2380/2505] lr: 5.000e-04, eta: 2 days, 7:53:28, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6385, top5_acc: 0.8333, loss_cls: 1.5647, loss: 1.5647, grad_norm: 17.8813 2020-08-10 04:41:30,041 - mmaction - INFO - Epoch [17][2400/2505] lr: 5.000e-04, eta: 2 days, 7:52:44, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6573, top5_acc: 0.8432, loss_cls: 1.4190, loss: 1.4190, grad_norm: 19.3174 2020-08-10 04:42:07,515 - mmaction - INFO - Epoch [17][2420/2505] lr: 5.000e-04, eta: 2 days, 7:52:01, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.6500, top5_acc: 0.8365, loss_cls: 1.4593, loss: 1.4593, grad_norm: 18.2989 2020-08-10 04:42:44,829 - mmaction - INFO - Epoch [17][2440/2505] lr: 5.000e-04, eta: 2 days, 7:51:18, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6693, top5_acc: 0.8563, loss_cls: 1.3771, loss: 1.3771, grad_norm: 19.2452 2020-08-10 04:43:22,163 - mmaction - INFO - Epoch [17][2460/2505] lr: 5.000e-04, eta: 2 days, 7:50:34, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6380, top5_acc: 0.8224, loss_cls: 1.5553, loss: 1.5553, grad_norm: 18.9677 2020-08-10 04:44:01,550 - mmaction - INFO - Epoch [17][2480/2505] lr: 5.000e-04, eta: 2 days, 7:49:56, time: 1.969, data_time: 0.103, memory: 8521, top1_acc: 0.6318, top5_acc: 0.8391, loss_cls: 1.5190, loss: 1.5190, grad_norm: 19.0495 2020-08-10 04:44:38,793 - mmaction - INFO - Epoch [17][2500/2505] lr: 5.000e-04, eta: 2 days, 7:49:12, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6604, top5_acc: 0.8495, loss_cls: 1.3892, loss: 1.3892, grad_norm: 18.6107 2020-08-10 04:46:32,742 - mmaction - INFO - Epoch [18][20/2505] lr: 5.000e-04, eta: 2 days, 7:50:20, time: 4.878, data_time: 2.604, memory: 8521, top1_acc: 0.6714, top5_acc: 0.8531, loss_cls: 1.3778, loss: 1.3778, grad_norm: 18.7447 2020-08-10 04:47:10,523 - mmaction - INFO - Epoch [18][40/2505] lr: 5.000e-04, eta: 2 days, 7:49:38, time: 1.889, data_time: 0.007, memory: 8521, top1_acc: 0.6536, top5_acc: 0.8406, loss_cls: 1.4207, loss: 1.4207, grad_norm: 19.6964 2020-08-10 04:47:48,130 - mmaction - INFO - Epoch [18][60/2505] lr: 5.000e-04, eta: 2 days, 7:48:55, time: 1.880, data_time: 0.002, memory: 8521, top1_acc: 0.6646, top5_acc: 0.8406, loss_cls: 1.4287, loss: 1.4287, grad_norm: 19.4912 2020-08-10 04:48:25,572 - mmaction - INFO - Epoch [18][80/2505] lr: 5.000e-04, eta: 2 days, 7:48:12, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.6641, top5_acc: 0.8505, loss_cls: 1.4239, loss: 1.4239, grad_norm: 18.6011 2020-08-10 04:49:02,940 - mmaction - INFO - Epoch [18][100/2505] lr: 5.000e-04, eta: 2 days, 7:47:28, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6729, top5_acc: 0.8531, loss_cls: 1.3970, loss: 1.3970, grad_norm: 18.9841 2020-08-10 04:49:40,265 - mmaction - INFO - Epoch [18][120/2505] lr: 5.000e-04, eta: 2 days, 7:46:45, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6495, top5_acc: 0.8391, loss_cls: 1.4303, loss: 1.4303, grad_norm: 18.9236 2020-08-10 04:50:18,700 - mmaction - INFO - Epoch [18][140/2505] lr: 5.000e-04, eta: 2 days, 7:46:04, time: 1.922, data_time: 0.001, memory: 8521, top1_acc: 0.6698, top5_acc: 0.8625, loss_cls: 1.3150, loss: 1.3150, grad_norm: 18.6636 2020-08-10 04:50:55,962 - mmaction - INFO - Epoch [18][160/2505] lr: 5.000e-04, eta: 2 days, 7:45:20, time: 1.863, data_time: 0.003, memory: 8521, top1_acc: 0.6813, top5_acc: 0.8599, loss_cls: 1.3338, loss: 1.3338, grad_norm: 18.4916 2020-08-10 04:51:33,335 - mmaction - INFO - Epoch [18][180/2505] lr: 5.000e-04, eta: 2 days, 7:44:37, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6719, top5_acc: 0.8474, loss_cls: 1.3815, loss: 1.3815, grad_norm: 18.9393 2020-08-10 04:52:27,956 - mmaction - INFO - Epoch [18][200/2505] lr: 5.000e-04, eta: 2 days, 7:44:35, time: 2.732, data_time: 0.001, memory: 8521, top1_acc: 0.6594, top5_acc: 0.8464, loss_cls: 1.4290, loss: 1.4290, grad_norm: 19.8835 2020-08-10 04:53:06,136 - mmaction - INFO - Epoch [18][220/2505] lr: 5.000e-04, eta: 2 days, 7:43:53, time: 1.908, data_time: 0.001, memory: 8521, top1_acc: 0.6531, top5_acc: 0.8443, loss_cls: 1.4304, loss: 1.4304, grad_norm: 18.4588 2020-08-10 04:53:44,911 - mmaction - INFO - Epoch [18][240/2505] lr: 5.000e-04, eta: 2 days, 7:43:13, time: 1.939, data_time: 0.001, memory: 8521, top1_acc: 0.6797, top5_acc: 0.8583, loss_cls: 1.3459, loss: 1.3459, grad_norm: 18.6652 2020-08-10 04:54:23,455 - mmaction - INFO - Epoch [18][260/2505] lr: 5.000e-04, eta: 2 days, 7:42:33, time: 1.927, data_time: 0.001, memory: 8521, top1_acc: 0.6932, top5_acc: 0.8609, loss_cls: 1.3435, loss: 1.3435, grad_norm: 18.5387 2020-08-10 04:55:01,969 - mmaction - INFO - Epoch [18][280/2505] lr: 5.000e-04, eta: 2 days, 7:41:52, time: 1.926, data_time: 0.001, memory: 8521, top1_acc: 0.6688, top5_acc: 0.8474, loss_cls: 1.4090, loss: 1.4090, grad_norm: 18.4871 2020-08-10 04:55:40,697 - mmaction - INFO - Epoch [18][300/2505] lr: 5.000e-04, eta: 2 days, 7:41:12, time: 1.936, data_time: 0.002, memory: 8521, top1_acc: 0.6443, top5_acc: 0.8411, loss_cls: 1.4680, loss: 1.4680, grad_norm: 19.0740 2020-08-10 04:56:17,953 - mmaction - INFO - Epoch [18][320/2505] lr: 5.000e-04, eta: 2 days, 7:40:28, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6568, top5_acc: 0.8391, loss_cls: 1.4494, loss: 1.4494, grad_norm: 19.0341 2020-08-10 04:56:55,246 - mmaction - INFO - Epoch [18][340/2505] lr: 5.000e-04, eta: 2 days, 7:39:45, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6781, top5_acc: 0.8594, loss_cls: 1.3511, loss: 1.3511, grad_norm: 19.2344 2020-08-10 04:57:32,649 - mmaction - INFO - Epoch [18][360/2505] lr: 5.000e-04, eta: 2 days, 7:39:01, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6505, top5_acc: 0.8401, loss_cls: 1.4720, loss: 1.4720, grad_norm: 18.8258 2020-08-10 04:58:10,020 - mmaction - INFO - Epoch [18][380/2505] lr: 5.000e-04, eta: 2 days, 7:38:18, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6521, top5_acc: 0.8307, loss_cls: 1.4608, loss: 1.4608, grad_norm: 18.0948 2020-08-10 04:58:47,307 - mmaction - INFO - Epoch [18][400/2505] lr: 5.000e-04, eta: 2 days, 7:37:34, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6667, top5_acc: 0.8557, loss_cls: 1.3700, loss: 1.3700, grad_norm: 19.5531 2020-08-10 04:59:24,566 - mmaction - INFO - Epoch [18][420/2505] lr: 5.000e-04, eta: 2 days, 7:36:51, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6682, top5_acc: 0.8427, loss_cls: 1.4226, loss: 1.4226, grad_norm: 18.7276 2020-08-10 05:00:03,098 - mmaction - INFO - Epoch [18][440/2505] lr: 5.000e-04, eta: 2 days, 7:36:07, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6630, top5_acc: 0.8495, loss_cls: 1.4259, loss: 1.4259, grad_norm: 19.2043 2020-08-10 05:00:43,050 - mmaction - INFO - Epoch [18][460/2505] lr: 5.000e-04, eta: 2 days, 7:35:33, time: 2.061, data_time: 0.075, memory: 8521, top1_acc: 0.6677, top5_acc: 0.8422, loss_cls: 1.3913, loss: 1.3913, grad_norm: 18.4912 2020-08-10 05:01:22,167 - mmaction - INFO - Epoch [18][480/2505] lr: 5.000e-04, eta: 2 days, 7:34:54, time: 1.956, data_time: 0.002, memory: 8521, top1_acc: 0.6661, top5_acc: 0.8516, loss_cls: 1.4133, loss: 1.4133, grad_norm: 18.4892 2020-08-10 05:02:48,167 - mmaction - INFO - Epoch [18][500/2505] lr: 5.000e-04, eta: 2 days, 7:36:05, time: 4.300, data_time: 0.001, memory: 8521, top1_acc: 0.6599, top5_acc: 0.8562, loss_cls: 1.4022, loss: 1.4022, grad_norm: 19.3011 2020-08-10 05:04:24,042 - mmaction - INFO - Epoch [18][520/2505] lr: 5.000e-04, eta: 2 days, 7:37:41, time: 4.794, data_time: 0.001, memory: 8521, top1_acc: 0.6776, top5_acc: 0.8568, loss_cls: 1.3533, loss: 1.3533, grad_norm: 18.6847 2020-08-10 05:05:02,612 - mmaction - INFO - Epoch [18][540/2505] lr: 5.000e-04, eta: 2 days, 7:36:58, time: 1.895, data_time: 0.001, memory: 8521, top1_acc: 0.6724, top5_acc: 0.8578, loss_cls: 1.3916, loss: 1.3916, grad_norm: 19.2767 2020-08-10 05:05:41,535 - mmaction - INFO - Epoch [18][560/2505] lr: 5.000e-04, eta: 2 days, 7:36:20, time: 1.980, data_time: 0.036, memory: 8521, top1_acc: 0.6766, top5_acc: 0.8521, loss_cls: 1.3462, loss: 1.3462, grad_norm: 17.7601 2020-08-10 05:06:18,838 - mmaction - INFO - Epoch [18][580/2505] lr: 5.000e-04, eta: 2 days, 7:35:37, time: 1.866, data_time: 0.002, memory: 8521, top1_acc: 0.6521, top5_acc: 0.8391, loss_cls: 1.4621, loss: 1.4621, grad_norm: 18.3337 2020-08-10 05:06:56,860 - mmaction - INFO - Epoch [18][600/2505] lr: 5.000e-04, eta: 2 days, 7:34:55, time: 1.901, data_time: 0.042, memory: 8521, top1_acc: 0.6719, top5_acc: 0.8510, loss_cls: 1.3627, loss: 1.3627, grad_norm: 18.3886 2020-08-10 05:07:34,132 - mmaction - INFO - Epoch [18][620/2505] lr: 5.000e-04, eta: 2 days, 7:34:11, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6708, top5_acc: 0.8547, loss_cls: 1.3543, loss: 1.3543, grad_norm: 18.8908 2020-08-10 05:08:11,297 - mmaction - INFO - Epoch [18][640/2505] lr: 5.000e-04, eta: 2 days, 7:33:27, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6813, top5_acc: 0.8495, loss_cls: 1.3639, loss: 1.3639, grad_norm: 18.3792 2020-08-10 05:08:50,126 - mmaction - INFO - Epoch [18][660/2505] lr: 5.000e-04, eta: 2 days, 7:32:47, time: 1.942, data_time: 0.001, memory: 8521, top1_acc: 0.6609, top5_acc: 0.8432, loss_cls: 1.4132, loss: 1.4132, grad_norm: 18.7644 2020-08-10 05:09:28,501 - mmaction - INFO - Epoch [18][680/2505] lr: 5.000e-04, eta: 2 days, 7:32:06, time: 1.919, data_time: 0.001, memory: 8521, top1_acc: 0.6755, top5_acc: 0.8583, loss_cls: 1.3477, loss: 1.3477, grad_norm: 19.5561 2020-08-10 05:10:06,660 - mmaction - INFO - Epoch [18][700/2505] lr: 5.000e-04, eta: 2 days, 7:31:24, time: 1.908, data_time: 0.001, memory: 8521, top1_acc: 0.6526, top5_acc: 0.8453, loss_cls: 1.4423, loss: 1.4423, grad_norm: 18.4235 2020-08-10 05:10:44,101 - mmaction - INFO - Epoch [18][720/2505] lr: 5.000e-04, eta: 2 days, 7:30:41, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.6578, top5_acc: 0.8505, loss_cls: 1.4140, loss: 1.4140, grad_norm: 19.1143 2020-08-10 05:11:38,377 - mmaction - INFO - Epoch [18][740/2505] lr: 5.000e-04, eta: 2 days, 7:30:37, time: 2.714, data_time: 0.001, memory: 8521, top1_acc: 0.6432, top5_acc: 0.8422, loss_cls: 1.4737, loss: 1.4737, grad_norm: 19.6519 2020-08-10 05:12:15,676 - mmaction - INFO - Epoch [18][760/2505] lr: 5.000e-04, eta: 2 days, 7:29:53, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6651, top5_acc: 0.8448, loss_cls: 1.4327, loss: 1.4327, grad_norm: 19.6979 2020-08-10 05:12:53,029 - mmaction - INFO - Epoch [18][780/2505] lr: 5.000e-04, eta: 2 days, 7:29:10, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6828, top5_acc: 0.8521, loss_cls: 1.3541, loss: 1.3541, grad_norm: 19.2057 2020-08-10 05:13:30,282 - mmaction - INFO - Epoch [18][800/2505] lr: 5.000e-04, eta: 2 days, 7:28:26, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6781, top5_acc: 0.8448, loss_cls: 1.4049, loss: 1.4049, grad_norm: 18.0534 2020-08-10 05:14:07,531 - mmaction - INFO - Epoch [18][820/2505] lr: 5.000e-04, eta: 2 days, 7:27:42, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6828, top5_acc: 0.8573, loss_cls: 1.3225, loss: 1.3225, grad_norm: 18.9659 2020-08-10 05:14:44,683 - mmaction - INFO - Epoch [18][840/2505] lr: 5.000e-04, eta: 2 days, 7:26:58, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6542, top5_acc: 0.8531, loss_cls: 1.4211, loss: 1.4211, grad_norm: 18.9832 2020-08-10 05:15:22,005 - mmaction - INFO - Epoch [18][860/2505] lr: 5.000e-04, eta: 2 days, 7:26:15, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6797, top5_acc: 0.8531, loss_cls: 1.3721, loss: 1.3721, grad_norm: 18.3346 2020-08-10 05:15:59,467 - mmaction - INFO - Epoch [18][880/2505] lr: 5.000e-04, eta: 2 days, 7:25:32, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.6531, top5_acc: 0.8297, loss_cls: 1.4484, loss: 1.4484, grad_norm: 18.7064 2020-08-10 05:16:36,753 - mmaction - INFO - Epoch [18][900/2505] lr: 5.000e-04, eta: 2 days, 7:24:48, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6714, top5_acc: 0.8573, loss_cls: 1.3808, loss: 1.3808, grad_norm: 19.3573 2020-08-10 05:17:17,198 - mmaction - INFO - Epoch [18][920/2505] lr: 5.000e-04, eta: 2 days, 7:24:12, time: 2.022, data_time: 0.001, memory: 8521, top1_acc: 0.6734, top5_acc: 0.8557, loss_cls: 1.3688, loss: 1.3688, grad_norm: 17.8839 2020-08-10 05:17:57,608 - mmaction - INFO - Epoch [18][940/2505] lr: 5.000e-04, eta: 2 days, 7:23:35, time: 2.021, data_time: 0.001, memory: 8521, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.3548, loss: 1.3548, grad_norm: 19.1250 2020-08-10 05:18:35,103 - mmaction - INFO - Epoch [18][960/2505] lr: 5.000e-04, eta: 2 days, 7:22:52, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.6714, top5_acc: 0.8552, loss_cls: 1.3844, loss: 1.3844, grad_norm: 18.2917 2020-08-10 05:19:29,428 - mmaction - INFO - Epoch [18][980/2505] lr: 5.000e-04, eta: 2 days, 7:22:48, time: 2.716, data_time: 0.001, memory: 8521, top1_acc: 0.6698, top5_acc: 0.8479, loss_cls: 1.3884, loss: 1.3884, grad_norm: 18.1457 2020-08-10 05:20:23,915 - mmaction - INFO - Epoch [18][1000/2505] lr: 5.000e-04, eta: 2 days, 7:22:45, time: 2.724, data_time: 0.001, memory: 8521, top1_acc: 0.6573, top5_acc: 0.8385, loss_cls: 1.3903, loss: 1.3903, grad_norm: 18.7810 2020-08-10 05:21:01,227 - mmaction - INFO - Epoch [18][1020/2505] lr: 5.000e-04, eta: 2 days, 7:22:01, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6745, top5_acc: 0.8484, loss_cls: 1.3600, loss: 1.3600, grad_norm: 18.2484 2020-08-10 05:21:38,474 - mmaction - INFO - Epoch [18][1040/2505] lr: 5.000e-04, eta: 2 days, 7:21:17, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6667, top5_acc: 0.8479, loss_cls: 1.3797, loss: 1.3797, grad_norm: 19.1379 2020-08-10 05:22:32,671 - mmaction - INFO - Epoch [18][1060/2505] lr: 5.000e-04, eta: 2 days, 7:21:13, time: 2.710, data_time: 0.001, memory: 8521, top1_acc: 0.6693, top5_acc: 0.8526, loss_cls: 1.3853, loss: 1.3853, grad_norm: 18.2294 2020-08-10 05:23:10,976 - mmaction - INFO - Epoch [18][1080/2505] lr: 5.000e-04, eta: 2 days, 7:20:32, time: 1.915, data_time: 0.001, memory: 8521, top1_acc: 0.6646, top5_acc: 0.8370, loss_cls: 1.4592, loss: 1.4592, grad_norm: 18.3664 2020-08-10 05:23:48,970 - mmaction - INFO - Epoch [18][1100/2505] lr: 5.000e-04, eta: 2 days, 7:19:50, time: 1.900, data_time: 0.001, memory: 8521, top1_acc: 0.6656, top5_acc: 0.8490, loss_cls: 1.3766, loss: 1.3766, grad_norm: 17.9861 2020-08-10 05:24:27,356 - mmaction - INFO - Epoch [18][1120/2505] lr: 5.000e-04, eta: 2 days, 7:19:09, time: 1.919, data_time: 0.001, memory: 8521, top1_acc: 0.6609, top5_acc: 0.8479, loss_cls: 1.4009, loss: 1.4009, grad_norm: 19.6199 2020-08-10 05:25:21,389 - mmaction - INFO - Epoch [18][1140/2505] lr: 5.000e-04, eta: 2 days, 7:19:04, time: 2.702, data_time: 0.001, memory: 8521, top1_acc: 0.6573, top5_acc: 0.8505, loss_cls: 1.4428, loss: 1.4428, grad_norm: 18.6666 2020-08-10 05:26:16,853 - mmaction - INFO - Epoch [18][1160/2505] lr: 5.000e-04, eta: 2 days, 7:19:02, time: 2.773, data_time: 0.001, memory: 8521, top1_acc: 0.6760, top5_acc: 0.8583, loss_cls: 1.3335, loss: 1.3335, grad_norm: 18.1835 2020-08-10 05:27:12,818 - mmaction - INFO - Epoch [18][1180/2505] lr: 5.000e-04, eta: 2 days, 7:19:02, time: 2.798, data_time: 0.889, memory: 8521, top1_acc: 0.6594, top5_acc: 0.8391, loss_cls: 1.4114, loss: 1.4114, grad_norm: 18.6431 2020-08-10 05:27:50,206 - mmaction - INFO - Epoch [18][1200/2505] lr: 5.000e-04, eta: 2 days, 7:18:19, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6656, top5_acc: 0.8458, loss_cls: 1.4072, loss: 1.4072, grad_norm: 18.5916 2020-08-10 05:28:28,902 - mmaction - INFO - Epoch [18][1220/2505] lr: 5.000e-04, eta: 2 days, 7:17:38, time: 1.935, data_time: 0.001, memory: 8521, top1_acc: 0.6792, top5_acc: 0.8479, loss_cls: 1.4030, loss: 1.4030, grad_norm: 18.5454 2020-08-10 05:29:07,921 - mmaction - INFO - Epoch [18][1240/2505] lr: 5.000e-04, eta: 2 days, 7:16:58, time: 1.951, data_time: 0.001, memory: 8521, top1_acc: 0.6719, top5_acc: 0.8521, loss_cls: 1.4162, loss: 1.4162, grad_norm: 18.6148 2020-08-10 05:29:46,224 - mmaction - INFO - Epoch [18][1260/2505] lr: 5.000e-04, eta: 2 days, 7:16:17, time: 1.915, data_time: 0.001, memory: 8521, top1_acc: 0.6615, top5_acc: 0.8438, loss_cls: 1.4433, loss: 1.4433, grad_norm: 18.4879 2020-08-10 05:31:12,978 - mmaction - INFO - Epoch [18][1280/2505] lr: 5.000e-04, eta: 2 days, 7:17:28, time: 4.337, data_time: 0.001, memory: 8521, top1_acc: 0.6818, top5_acc: 0.8510, loss_cls: 1.3342, loss: 1.3342, grad_norm: 18.5800 2020-08-10 05:31:50,167 - mmaction - INFO - Epoch [18][1300/2505] lr: 5.000e-04, eta: 2 days, 7:16:44, time: 1.860, data_time: 0.002, memory: 8521, top1_acc: 0.6635, top5_acc: 0.8437, loss_cls: 1.4540, loss: 1.4540, grad_norm: 18.8280 2020-08-10 05:32:27,519 - mmaction - INFO - Epoch [18][1320/2505] lr: 5.000e-04, eta: 2 days, 7:16:00, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6630, top5_acc: 0.8464, loss_cls: 1.4486, loss: 1.4486, grad_norm: 19.2370 2020-08-10 05:33:06,294 - mmaction - INFO - Epoch [18][1340/2505] lr: 5.000e-04, eta: 2 days, 7:15:20, time: 1.939, data_time: 0.072, memory: 8521, top1_acc: 0.6510, top5_acc: 0.8417, loss_cls: 1.4670, loss: 1.4670, grad_norm: 18.2799 2020-08-10 05:33:43,931 - mmaction - INFO - Epoch [18][1360/2505] lr: 5.000e-04, eta: 2 days, 7:14:37, time: 1.882, data_time: 0.001, memory: 8521, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.4160, loss: 1.4160, grad_norm: 19.0167 2020-08-10 05:34:22,388 - mmaction - INFO - Epoch [18][1380/2505] lr: 5.000e-04, eta: 2 days, 7:13:56, time: 1.923, data_time: 0.001, memory: 8521, top1_acc: 0.6500, top5_acc: 0.8531, loss_cls: 1.4756, loss: 1.4756, grad_norm: 20.3280 2020-08-10 05:34:59,743 - mmaction - INFO - Epoch [18][1400/2505] lr: 5.000e-04, eta: 2 days, 7:13:12, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6469, top5_acc: 0.8286, loss_cls: 1.4824, loss: 1.4824, grad_norm: 18.5104 2020-08-10 05:35:36,936 - mmaction - INFO - Epoch [18][1420/2505] lr: 5.000e-04, eta: 2 days, 7:12:28, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6698, top5_acc: 0.8563, loss_cls: 1.3760, loss: 1.3760, grad_norm: 18.3445 2020-08-10 05:36:14,179 - mmaction - INFO - Epoch [18][1440/2505] lr: 5.000e-04, eta: 2 days, 7:11:44, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6708, top5_acc: 0.8505, loss_cls: 1.4157, loss: 1.4157, grad_norm: 18.8210 2020-08-10 05:36:54,599 - mmaction - INFO - Epoch [18][1460/2505] lr: 5.000e-04, eta: 2 days, 7:11:08, time: 2.021, data_time: 0.001, memory: 8521, top1_acc: 0.6922, top5_acc: 0.8562, loss_cls: 1.3249, loss: 1.3249, grad_norm: 18.7407 2020-08-10 05:37:33,296 - mmaction - INFO - Epoch [18][1480/2505] lr: 5.000e-04, eta: 2 days, 7:10:27, time: 1.935, data_time: 0.001, memory: 8521, top1_acc: 0.6510, top5_acc: 0.8406, loss_cls: 1.4898, loss: 1.4898, grad_norm: 19.1151 2020-08-10 05:38:12,147 - mmaction - INFO - Epoch [18][1500/2505] lr: 5.000e-04, eta: 2 days, 7:09:47, time: 1.943, data_time: 0.086, memory: 8521, top1_acc: 0.6807, top5_acc: 0.8531, loss_cls: 1.3654, loss: 1.3654, grad_norm: 18.6143 2020-08-10 05:38:49,568 - mmaction - INFO - Epoch [18][1520/2505] lr: 5.000e-04, eta: 2 days, 7:09:04, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.6729, top5_acc: 0.8490, loss_cls: 1.3873, loss: 1.3873, grad_norm: 18.3452 2020-08-10 05:39:27,626 - mmaction - INFO - Epoch [18][1540/2505] lr: 5.000e-04, eta: 2 days, 7:08:22, time: 1.903, data_time: 0.001, memory: 8521, top1_acc: 0.6661, top5_acc: 0.8516, loss_cls: 1.4142, loss: 1.4142, grad_norm: 18.7943 2020-08-10 05:40:05,623 - mmaction - INFO - Epoch [18][1560/2505] lr: 5.000e-04, eta: 2 days, 7:07:39, time: 1.900, data_time: 0.001, memory: 8521, top1_acc: 0.6646, top5_acc: 0.8599, loss_cls: 1.3644, loss: 1.3644, grad_norm: 19.3852 2020-08-10 05:40:42,962 - mmaction - INFO - Epoch [18][1580/2505] lr: 5.000e-04, eta: 2 days, 7:06:56, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6599, top5_acc: 0.8458, loss_cls: 1.4329, loss: 1.4329, grad_norm: 17.8272 2020-08-10 05:41:21,824 - mmaction - INFO - Epoch [18][1600/2505] lr: 5.000e-04, eta: 2 days, 7:06:16, time: 1.943, data_time: 0.001, memory: 8521, top1_acc: 0.6667, top5_acc: 0.8536, loss_cls: 1.3877, loss: 1.3877, grad_norm: 18.1808 2020-08-10 05:41:59,372 - mmaction - INFO - Epoch [18][1620/2505] lr: 5.000e-04, eta: 2 days, 7:05:33, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.6687, top5_acc: 0.8359, loss_cls: 1.4409, loss: 1.4409, grad_norm: 17.9173 2020-08-10 05:42:36,643 - mmaction - INFO - Epoch [18][1640/2505] lr: 5.000e-04, eta: 2 days, 7:04:49, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6682, top5_acc: 0.8479, loss_cls: 1.4044, loss: 1.4044, grad_norm: 18.8237 2020-08-10 05:43:14,428 - mmaction - INFO - Epoch [18][1660/2505] lr: 5.000e-04, eta: 2 days, 7:04:06, time: 1.889, data_time: 0.001, memory: 8521, top1_acc: 0.6708, top5_acc: 0.8453, loss_cls: 1.3845, loss: 1.3845, grad_norm: 18.6181 2020-08-10 05:43:51,617 - mmaction - INFO - Epoch [18][1680/2505] lr: 5.000e-04, eta: 2 days, 7:03:22, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6516, top5_acc: 0.8219, loss_cls: 1.5258, loss: 1.5258, grad_norm: 19.5935 2020-08-10 05:44:28,773 - mmaction - INFO - Epoch [18][1700/2505] lr: 5.000e-04, eta: 2 days, 7:02:38, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6531, top5_acc: 0.8391, loss_cls: 1.4512, loss: 1.4512, grad_norm: 18.7436 2020-08-10 05:45:06,044 - mmaction - INFO - Epoch [18][1720/2505] lr: 5.000e-04, eta: 2 days, 7:01:55, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6604, top5_acc: 0.8594, loss_cls: 1.4534, loss: 1.4534, grad_norm: 17.9878 2020-08-10 05:45:43,316 - mmaction - INFO - Epoch [18][1740/2505] lr: 5.000e-04, eta: 2 days, 7:01:11, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6844, top5_acc: 0.8771, loss_cls: 1.2725, loss: 1.2725, grad_norm: 18.8141 2020-08-10 05:46:20,669 - mmaction - INFO - Epoch [18][1760/2505] lr: 5.000e-04, eta: 2 days, 7:00:27, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6630, top5_acc: 0.8542, loss_cls: 1.3911, loss: 1.3911, grad_norm: 19.1180 2020-08-10 05:46:58,023 - mmaction - INFO - Epoch [18][1780/2505] lr: 5.000e-04, eta: 2 days, 6:59:44, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6719, top5_acc: 0.8484, loss_cls: 1.3676, loss: 1.3676, grad_norm: 19.6049 2020-08-10 05:47:35,440 - mmaction - INFO - Epoch [18][1800/2505] lr: 5.000e-04, eta: 2 days, 6:59:01, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.6698, top5_acc: 0.8656, loss_cls: 1.3558, loss: 1.3558, grad_norm: 18.9125 2020-08-10 05:48:12,773 - mmaction - INFO - Epoch [18][1820/2505] lr: 5.000e-04, eta: 2 days, 6:58:17, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6552, top5_acc: 0.8458, loss_cls: 1.4068, loss: 1.4068, grad_norm: 19.8411 2020-08-10 05:48:50,036 - mmaction - INFO - Epoch [18][1840/2505] lr: 5.000e-04, eta: 2 days, 6:57:33, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6672, top5_acc: 0.8469, loss_cls: 1.4078, loss: 1.4078, grad_norm: 18.3722 2020-08-10 05:49:27,217 - mmaction - INFO - Epoch [18][1860/2505] lr: 5.000e-04, eta: 2 days, 6:56:49, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6651, top5_acc: 0.8516, loss_cls: 1.3731, loss: 1.3731, grad_norm: 18.4747 2020-08-10 05:50:04,498 - mmaction - INFO - Epoch [18][1880/2505] lr: 5.000e-04, eta: 2 days, 6:56:06, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6615, top5_acc: 0.8531, loss_cls: 1.3856, loss: 1.3856, grad_norm: 19.4905 2020-08-10 05:50:42,067 - mmaction - INFO - Epoch [18][1900/2505] lr: 5.000e-04, eta: 2 days, 6:55:23, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.6667, top5_acc: 0.8578, loss_cls: 1.3763, loss: 1.3763, grad_norm: 19.8134 2020-08-10 05:51:19,282 - mmaction - INFO - Epoch [18][1920/2505] lr: 5.000e-04, eta: 2 days, 6:54:39, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6682, top5_acc: 0.8547, loss_cls: 1.3947, loss: 1.3947, grad_norm: 18.9038 2020-08-10 05:51:56,417 - mmaction - INFO - Epoch [18][1940/2505] lr: 5.000e-04, eta: 2 days, 6:53:55, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6719, top5_acc: 0.8620, loss_cls: 1.3331, loss: 1.3331, grad_norm: 18.2863 2020-08-10 05:52:34,405 - mmaction - INFO - Epoch [18][1960/2505] lr: 5.000e-04, eta: 2 days, 6:53:13, time: 1.899, data_time: 0.001, memory: 8521, top1_acc: 0.6792, top5_acc: 0.8391, loss_cls: 1.3897, loss: 1.3897, grad_norm: 18.8178 2020-08-10 05:53:11,686 - mmaction - INFO - Epoch [18][1980/2505] lr: 5.000e-04, eta: 2 days, 6:52:29, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6786, top5_acc: 0.8490, loss_cls: 1.3636, loss: 1.3636, grad_norm: 18.1218 2020-08-10 05:53:48,917 - mmaction - INFO - Epoch [18][2000/2505] lr: 5.000e-04, eta: 2 days, 6:51:46, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6500, top5_acc: 0.8318, loss_cls: 1.4669, loss: 1.4669, grad_norm: 18.6547 2020-08-10 05:54:27,419 - mmaction - INFO - Epoch [18][2020/2505] lr: 5.000e-04, eta: 2 days, 6:51:05, time: 1.925, data_time: 0.001, memory: 8521, top1_acc: 0.6672, top5_acc: 0.8557, loss_cls: 1.3820, loss: 1.3820, grad_norm: 18.1527 2020-08-10 05:55:05,020 - mmaction - INFO - Epoch [18][2040/2505] lr: 5.000e-04, eta: 2 days, 6:50:22, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.6802, top5_acc: 0.8568, loss_cls: 1.3525, loss: 1.3525, grad_norm: 18.0671 2020-08-10 05:55:44,053 - mmaction - INFO - Epoch [18][2060/2505] lr: 5.000e-04, eta: 2 days, 6:49:42, time: 1.952, data_time: 0.001, memory: 8521, top1_acc: 0.6818, top5_acc: 0.8526, loss_cls: 1.3520, loss: 1.3520, grad_norm: 18.6247 2020-08-10 05:56:21,521 - mmaction - INFO - Epoch [18][2080/2505] lr: 5.000e-04, eta: 2 days, 6:48:59, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.6625, top5_acc: 0.8521, loss_cls: 1.4139, loss: 1.4139, grad_norm: 19.0451 2020-08-10 05:56:59,017 - mmaction - INFO - Epoch [18][2100/2505] lr: 5.000e-04, eta: 2 days, 6:48:16, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.6828, top5_acc: 0.8635, loss_cls: 1.3551, loss: 1.3551, grad_norm: 18.7914 2020-08-10 05:57:54,260 - mmaction - INFO - Epoch [18][2120/2505] lr: 5.000e-04, eta: 2 days, 6:48:13, time: 2.762, data_time: 0.001, memory: 8521, top1_acc: 0.6807, top5_acc: 0.8620, loss_cls: 1.3542, loss: 1.3542, grad_norm: 19.2329 2020-08-10 05:58:31,585 - mmaction - INFO - Epoch [18][2140/2505] lr: 5.000e-04, eta: 2 days, 6:47:29, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6630, top5_acc: 0.8526, loss_cls: 1.3947, loss: 1.3947, grad_norm: 18.3157 2020-08-10 05:59:09,120 - mmaction - INFO - Epoch [18][2160/2505] lr: 5.000e-04, eta: 2 days, 6:46:46, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.6411, top5_acc: 0.8328, loss_cls: 1.5007, loss: 1.5007, grad_norm: 18.1154 2020-08-10 05:59:46,464 - mmaction - INFO - Epoch [18][2180/2505] lr: 5.000e-04, eta: 2 days, 6:46:03, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6693, top5_acc: 0.8469, loss_cls: 1.4024, loss: 1.4024, grad_norm: 18.5795 2020-08-10 06:00:26,346 - mmaction - INFO - Epoch [18][2200/2505] lr: 5.000e-04, eta: 2 days, 6:45:25, time: 1.993, data_time: 0.001, memory: 8521, top1_acc: 0.6776, top5_acc: 0.8516, loss_cls: 1.4059, loss: 1.4059, grad_norm: 17.7360 2020-08-10 06:01:03,810 - mmaction - INFO - Epoch [18][2220/2505] lr: 5.000e-04, eta: 2 days, 6:44:42, time: 1.874, data_time: 0.011, memory: 8521, top1_acc: 0.6594, top5_acc: 0.8396, loss_cls: 1.4794, loss: 1.4794, grad_norm: 18.6840 2020-08-10 06:01:41,114 - mmaction - INFO - Epoch [18][2240/2505] lr: 5.000e-04, eta: 2 days, 6:43:58, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6573, top5_acc: 0.8349, loss_cls: 1.4851, loss: 1.4851, grad_norm: 18.5276 2020-08-10 06:02:18,408 - mmaction - INFO - Epoch [18][2260/2505] lr: 5.000e-04, eta: 2 days, 6:43:15, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6594, top5_acc: 0.8453, loss_cls: 1.4489, loss: 1.4489, grad_norm: 18.6783 2020-08-10 06:02:55,579 - mmaction - INFO - Epoch [18][2280/2505] lr: 5.000e-04, eta: 2 days, 6:42:31, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6844, top5_acc: 0.8630, loss_cls: 1.3226, loss: 1.3226, grad_norm: 18.5051 2020-08-10 06:03:32,850 - mmaction - INFO - Epoch [18][2300/2505] lr: 5.000e-04, eta: 2 days, 6:41:47, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6651, top5_acc: 0.8396, loss_cls: 1.4618, loss: 1.4618, grad_norm: 19.4213 2020-08-10 06:04:10,125 - mmaction - INFO - Epoch [18][2320/2505] lr: 5.000e-04, eta: 2 days, 6:41:04, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6542, top5_acc: 0.8500, loss_cls: 1.4281, loss: 1.4281, grad_norm: 19.7906 2020-08-10 06:04:48,140 - mmaction - INFO - Epoch [18][2340/2505] lr: 5.000e-04, eta: 2 days, 6:40:22, time: 1.901, data_time: 0.001, memory: 8521, top1_acc: 0.6583, top5_acc: 0.8500, loss_cls: 1.4315, loss: 1.4315, grad_norm: 18.7325 2020-08-10 06:06:15,198 - mmaction - INFO - Epoch [18][2360/2505] lr: 5.000e-04, eta: 2 days, 6:41:29, time: 4.353, data_time: 0.001, memory: 8521, top1_acc: 0.6599, top5_acc: 0.8536, loss_cls: 1.4003, loss: 1.4003, grad_norm: 18.4525 2020-08-10 06:06:52,464 - mmaction - INFO - Epoch [18][2380/2505] lr: 5.000e-04, eta: 2 days, 6:40:46, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6573, top5_acc: 0.8510, loss_cls: 1.3879, loss: 1.3879, grad_norm: 19.2852 2020-08-10 06:07:29,701 - mmaction - INFO - Epoch [18][2400/2505] lr: 5.000e-04, eta: 2 days, 6:40:02, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6563, top5_acc: 0.8448, loss_cls: 1.4662, loss: 1.4662, grad_norm: 18.7366 2020-08-10 06:08:06,961 - mmaction - INFO - Epoch [18][2420/2505] lr: 5.000e-04, eta: 2 days, 6:39:18, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6687, top5_acc: 0.8464, loss_cls: 1.3921, loss: 1.3921, grad_norm: 19.4703 2020-08-10 06:08:44,206 - mmaction - INFO - Epoch [18][2440/2505] lr: 5.000e-04, eta: 2 days, 6:38:35, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6547, top5_acc: 0.8427, loss_cls: 1.4478, loss: 1.4478, grad_norm: 18.5391 2020-08-10 06:09:21,641 - mmaction - INFO - Epoch [18][2460/2505] lr: 5.000e-04, eta: 2 days, 6:37:52, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.6552, top5_acc: 0.8589, loss_cls: 1.4052, loss: 1.4052, grad_norm: 19.6188 2020-08-10 06:09:58,837 - mmaction - INFO - Epoch [18][2480/2505] lr: 5.000e-04, eta: 2 days, 6:37:08, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6438, top5_acc: 0.8385, loss_cls: 1.4908, loss: 1.4908, grad_norm: 18.7951 2020-08-10 06:10:36,055 - mmaction - INFO - Epoch [18][2500/2505] lr: 5.000e-04, eta: 2 days, 6:36:24, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6703, top5_acc: 0.8573, loss_cls: 1.3579, loss: 1.3579, grad_norm: 17.4388 2020-08-10 06:10:52,537 - mmaction - INFO - Saving checkpoint at 18 epochs 2020-08-10 06:12:25,270 - mmaction - INFO - Epoch [19][20/2505] lr: 5.000e-04, eta: 2 days, 6:37:08, time: 4.545, data_time: 2.492, memory: 8521, top1_acc: 0.6818, top5_acc: 0.8557, loss_cls: 1.3427, loss: 1.3427, grad_norm: 18.6490 2020-08-10 06:13:03,068 - mmaction - INFO - Epoch [19][40/2505] lr: 5.000e-04, eta: 2 days, 6:36:25, time: 1.890, data_time: 0.007, memory: 8521, top1_acc: 0.6703, top5_acc: 0.8609, loss_cls: 1.3651, loss: 1.3651, grad_norm: 19.5178 2020-08-10 06:13:40,660 - mmaction - INFO - Epoch [19][60/2505] lr: 5.000e-04, eta: 2 days, 6:35:42, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.6646, top5_acc: 0.8438, loss_cls: 1.4462, loss: 1.4462, grad_norm: 17.9749 2020-08-10 06:14:18,098 - mmaction - INFO - Epoch [19][80/2505] lr: 5.000e-04, eta: 2 days, 6:34:59, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.6635, top5_acc: 0.8552, loss_cls: 1.3894, loss: 1.3894, grad_norm: 19.2981 2020-08-10 06:14:55,623 - mmaction - INFO - Epoch [19][100/2505] lr: 5.000e-04, eta: 2 days, 6:34:16, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.6792, top5_acc: 0.8734, loss_cls: 1.2895, loss: 1.2895, grad_norm: 18.2640 2020-08-10 06:16:30,041 - mmaction - INFO - Epoch [19][120/2505] lr: 5.000e-04, eta: 2 days, 6:35:39, time: 4.721, data_time: 0.000, memory: 8521, top1_acc: 0.6755, top5_acc: 0.8500, loss_cls: 1.3833, loss: 1.3833, grad_norm: 19.0596 2020-08-10 06:17:07,596 - mmaction - INFO - Epoch [19][140/2505] lr: 5.000e-04, eta: 2 days, 6:34:56, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.6661, top5_acc: 0.8505, loss_cls: 1.4140, loss: 1.4140, grad_norm: 18.6296 2020-08-10 06:17:44,995 - mmaction - INFO - Epoch [19][160/2505] lr: 5.000e-04, eta: 2 days, 6:34:12, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6635, top5_acc: 0.8594, loss_cls: 1.3772, loss: 1.3772, grad_norm: 19.2638 2020-08-10 06:18:22,347 - mmaction - INFO - Epoch [19][180/2505] lr: 5.000e-04, eta: 2 days, 6:33:29, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6724, top5_acc: 0.8510, loss_cls: 1.3722, loss: 1.3722, grad_norm: 18.5286 2020-08-10 06:18:59,656 - mmaction - INFO - Epoch [19][200/2505] lr: 5.000e-04, eta: 2 days, 6:32:45, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6896, top5_acc: 0.8714, loss_cls: 1.2959, loss: 1.2959, grad_norm: 18.9738 2020-08-10 06:19:38,182 - mmaction - INFO - Epoch [19][220/2505] lr: 5.000e-04, eta: 2 days, 6:32:04, time: 1.926, data_time: 0.001, memory: 8521, top1_acc: 0.6812, top5_acc: 0.8469, loss_cls: 1.3863, loss: 1.3863, grad_norm: 18.4332 2020-08-10 06:20:16,738 - mmaction - INFO - Epoch [19][240/2505] lr: 5.000e-04, eta: 2 days, 6:31:24, time: 1.928, data_time: 0.001, memory: 8521, top1_acc: 0.6656, top5_acc: 0.8422, loss_cls: 1.4262, loss: 1.4262, grad_norm: 18.6764 2020-08-10 06:20:54,221 - mmaction - INFO - Epoch [19][260/2505] lr: 5.000e-04, eta: 2 days, 6:30:40, time: 1.874, data_time: 0.000, memory: 8521, top1_acc: 0.6703, top5_acc: 0.8516, loss_cls: 1.3943, loss: 1.3943, grad_norm: 18.3253 2020-08-10 06:21:32,158 - mmaction - INFO - Epoch [19][280/2505] lr: 5.000e-04, eta: 2 days, 6:29:58, time: 1.897, data_time: 0.001, memory: 8521, top1_acc: 0.7078, top5_acc: 0.8698, loss_cls: 1.2267, loss: 1.2267, grad_norm: 18.4952 2020-08-10 06:22:09,381 - mmaction - INFO - Epoch [19][300/2505] lr: 5.000e-04, eta: 2 days, 6:29:14, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6630, top5_acc: 0.8562, loss_cls: 1.3690, loss: 1.3690, grad_norm: 18.5018 2020-08-10 06:22:47,642 - mmaction - INFO - Epoch [19][320/2505] lr: 5.000e-04, eta: 2 days, 6:28:33, time: 1.913, data_time: 0.001, memory: 8521, top1_acc: 0.6745, top5_acc: 0.8682, loss_cls: 1.3367, loss: 1.3367, grad_norm: 18.7332 2020-08-10 06:23:25,005 - mmaction - INFO - Epoch [19][340/2505] lr: 5.000e-04, eta: 2 days, 6:27:49, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6703, top5_acc: 0.8531, loss_cls: 1.3943, loss: 1.3943, grad_norm: 17.9988 2020-08-10 06:24:02,221 - mmaction - INFO - Epoch [19][360/2505] lr: 5.000e-04, eta: 2 days, 6:27:06, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6708, top5_acc: 0.8557, loss_cls: 1.3729, loss: 1.3729, grad_norm: 19.0328 2020-08-10 06:24:41,425 - mmaction - INFO - Epoch [19][380/2505] lr: 5.000e-04, eta: 2 days, 6:26:26, time: 1.960, data_time: 0.001, memory: 8521, top1_acc: 0.6479, top5_acc: 0.8354, loss_cls: 1.4751, loss: 1.4751, grad_norm: 18.6979 2020-08-10 06:25:18,561 - mmaction - INFO - Epoch [19][400/2505] lr: 5.000e-04, eta: 2 days, 6:25:42, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6667, top5_acc: 0.8568, loss_cls: 1.3919, loss: 1.3919, grad_norm: 18.9221 2020-08-10 06:25:56,046 - mmaction - INFO - Epoch [19][420/2505] lr: 5.000e-04, eta: 2 days, 6:24:59, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.6865, top5_acc: 0.8510, loss_cls: 1.3398, loss: 1.3398, grad_norm: 18.1065 2020-08-10 06:26:33,361 - mmaction - INFO - Epoch [19][440/2505] lr: 5.000e-04, eta: 2 days, 6:24:16, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6641, top5_acc: 0.8469, loss_cls: 1.4357, loss: 1.4357, grad_norm: 18.8039 2020-08-10 06:27:10,708 - mmaction - INFO - Epoch [19][460/2505] lr: 5.000e-04, eta: 2 days, 6:23:32, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6495, top5_acc: 0.8510, loss_cls: 1.4269, loss: 1.4269, grad_norm: 19.1749 2020-08-10 06:27:48,039 - mmaction - INFO - Epoch [19][480/2505] lr: 5.000e-04, eta: 2 days, 6:22:49, time: 1.866, data_time: 0.000, memory: 8521, top1_acc: 0.6714, top5_acc: 0.8531, loss_cls: 1.3618, loss: 1.3618, grad_norm: 18.3006 2020-08-10 06:28:25,433 - mmaction - INFO - Epoch [19][500/2505] lr: 5.000e-04, eta: 2 days, 6:22:05, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6911, top5_acc: 0.8490, loss_cls: 1.3446, loss: 1.3446, grad_norm: 18.7079 2020-08-10 06:29:02,762 - mmaction - INFO - Epoch [19][520/2505] lr: 5.000e-04, eta: 2 days, 6:21:22, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6807, top5_acc: 0.8490, loss_cls: 1.3979, loss: 1.3979, grad_norm: 18.5091 2020-08-10 06:29:40,279 - mmaction - INFO - Epoch [19][540/2505] lr: 5.000e-04, eta: 2 days, 6:20:39, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.6708, top5_acc: 0.8562, loss_cls: 1.3564, loss: 1.3564, grad_norm: 18.9942 2020-08-10 06:30:17,583 - mmaction - INFO - Epoch [19][560/2505] lr: 5.000e-04, eta: 2 days, 6:19:55, time: 1.865, data_time: 0.000, memory: 8521, top1_acc: 0.6536, top5_acc: 0.8453, loss_cls: 1.4123, loss: 1.4123, grad_norm: 19.3624 2020-08-10 06:30:54,928 - mmaction - INFO - Epoch [19][580/2505] lr: 5.000e-04, eta: 2 days, 6:19:12, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6625, top5_acc: 0.8427, loss_cls: 1.3968, loss: 1.3968, grad_norm: 18.5565 2020-08-10 06:31:32,457 - mmaction - INFO - Epoch [19][600/2505] lr: 5.000e-04, eta: 2 days, 6:18:29, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.6724, top5_acc: 0.8448, loss_cls: 1.3759, loss: 1.3759, grad_norm: 17.8004 2020-08-10 06:32:11,330 - mmaction - INFO - Epoch [19][620/2505] lr: 5.000e-04, eta: 2 days, 6:17:49, time: 1.943, data_time: 0.001, memory: 8521, top1_acc: 0.6635, top5_acc: 0.8479, loss_cls: 1.4001, loss: 1.4001, grad_norm: 19.1914 2020-08-10 06:32:48,771 - mmaction - INFO - Epoch [19][640/2505] lr: 5.000e-04, eta: 2 days, 6:17:05, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.6844, top5_acc: 0.8620, loss_cls: 1.3700, loss: 1.3700, grad_norm: 18.0360 2020-08-10 06:33:26,289 - mmaction - INFO - Epoch [19][660/2505] lr: 5.000e-04, eta: 2 days, 6:16:22, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.6646, top5_acc: 0.8531, loss_cls: 1.4106, loss: 1.4106, grad_norm: 19.1147 2020-08-10 06:34:03,706 - mmaction - INFO - Epoch [19][680/2505] lr: 5.000e-04, eta: 2 days, 6:15:39, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.6677, top5_acc: 0.8484, loss_cls: 1.4156, loss: 1.4156, grad_norm: 17.8694 2020-08-10 06:34:42,751 - mmaction - INFO - Epoch [19][700/2505] lr: 5.000e-04, eta: 2 days, 6:14:59, time: 1.952, data_time: 0.000, memory: 8521, top1_acc: 0.6750, top5_acc: 0.8495, loss_cls: 1.3581, loss: 1.3581, grad_norm: 19.1416 2020-08-10 06:35:20,176 - mmaction - INFO - Epoch [19][720/2505] lr: 5.000e-04, eta: 2 days, 6:14:16, time: 1.871, data_time: 0.000, memory: 8521, top1_acc: 0.6688, top5_acc: 0.8604, loss_cls: 1.3806, loss: 1.3806, grad_norm: 19.2064 2020-08-10 06:35:57,634 - mmaction - INFO - Epoch [19][740/2505] lr: 5.000e-04, eta: 2 days, 6:13:33, time: 1.872, data_time: 0.000, memory: 8521, top1_acc: 0.6620, top5_acc: 0.8516, loss_cls: 1.3874, loss: 1.3874, grad_norm: 18.2174 2020-08-10 06:36:34,833 - mmaction - INFO - Epoch [19][760/2505] lr: 5.000e-04, eta: 2 days, 6:12:49, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6641, top5_acc: 0.8500, loss_cls: 1.4090, loss: 1.4090, grad_norm: 18.5457 2020-08-10 06:37:12,222 - mmaction - INFO - Epoch [19][780/2505] lr: 5.000e-04, eta: 2 days, 6:12:06, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6734, top5_acc: 0.8500, loss_cls: 1.3538, loss: 1.3538, grad_norm: 18.3590 2020-08-10 06:37:49,505 - mmaction - INFO - Epoch [19][800/2505] lr: 5.000e-04, eta: 2 days, 6:11:22, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6557, top5_acc: 0.8464, loss_cls: 1.4107, loss: 1.4107, grad_norm: 18.1438 2020-08-10 06:38:28,073 - mmaction - INFO - Epoch [19][820/2505] lr: 5.000e-04, eta: 2 days, 6:10:42, time: 1.928, data_time: 0.001, memory: 8521, top1_acc: 0.6688, top5_acc: 0.8505, loss_cls: 1.3448, loss: 1.3448, grad_norm: 18.1053 2020-08-10 06:39:05,362 - mmaction - INFO - Epoch [19][840/2505] lr: 5.000e-04, eta: 2 days, 6:09:58, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6802, top5_acc: 0.8615, loss_cls: 1.3382, loss: 1.3382, grad_norm: 18.6834 2020-08-10 06:39:42,823 - mmaction - INFO - Epoch [19][860/2505] lr: 5.000e-04, eta: 2 days, 6:09:15, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.6901, top5_acc: 0.8693, loss_cls: 1.2844, loss: 1.2844, grad_norm: 18.5470 2020-08-10 06:40:19,985 - mmaction - INFO - Epoch [19][880/2505] lr: 5.000e-04, eta: 2 days, 6:08:31, time: 1.858, data_time: 0.000, memory: 8521, top1_acc: 0.6740, top5_acc: 0.8495, loss_cls: 1.4096, loss: 1.4096, grad_norm: 18.5523 2020-08-10 06:40:58,644 - mmaction - INFO - Epoch [19][900/2505] lr: 5.000e-04, eta: 2 days, 6:07:51, time: 1.932, data_time: 0.000, memory: 8521, top1_acc: 0.6839, top5_acc: 0.8625, loss_cls: 1.3330, loss: 1.3330, grad_norm: 18.3760 2020-08-10 06:41:36,295 - mmaction - INFO - Epoch [19][920/2505] lr: 5.000e-04, eta: 2 days, 6:07:08, time: 1.882, data_time: 0.001, memory: 8521, top1_acc: 0.6641, top5_acc: 0.8505, loss_cls: 1.3771, loss: 1.3771, grad_norm: 18.4244 2020-08-10 06:42:13,589 - mmaction - INFO - Epoch [19][940/2505] lr: 5.000e-04, eta: 2 days, 6:06:25, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6583, top5_acc: 0.8490, loss_cls: 1.4395, loss: 1.4395, grad_norm: 18.9715 2020-08-10 06:42:51,021 - mmaction - INFO - Epoch [19][960/2505] lr: 5.000e-04, eta: 2 days, 6:05:41, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.6813, top5_acc: 0.8500, loss_cls: 1.3656, loss: 1.3656, grad_norm: 19.3836 2020-08-10 06:43:28,277 - mmaction - INFO - Epoch [19][980/2505] lr: 5.000e-04, eta: 2 days, 6:04:58, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6615, top5_acc: 0.8500, loss_cls: 1.4109, loss: 1.4109, grad_norm: 18.7153 2020-08-10 06:44:05,496 - mmaction - INFO - Epoch [19][1000/2505] lr: 5.000e-04, eta: 2 days, 6:04:14, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6729, top5_acc: 0.8516, loss_cls: 1.3872, loss: 1.3872, grad_norm: 19.1564 2020-08-10 06:44:42,777 - mmaction - INFO - Epoch [19][1020/2505] lr: 5.000e-04, eta: 2 days, 6:03:31, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6635, top5_acc: 0.8495, loss_cls: 1.3979, loss: 1.3979, grad_norm: 18.8612 2020-08-10 06:45:20,192 - mmaction - INFO - Epoch [19][1040/2505] lr: 5.000e-04, eta: 2 days, 6:02:48, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.6630, top5_acc: 0.8594, loss_cls: 1.3733, loss: 1.3733, grad_norm: 18.9587 2020-08-10 06:45:57,442 - mmaction - INFO - Epoch [19][1060/2505] lr: 5.000e-04, eta: 2 days, 6:02:04, time: 1.862, data_time: 0.003, memory: 8521, top1_acc: 0.6609, top5_acc: 0.8510, loss_cls: 1.4159, loss: 1.4159, grad_norm: 18.7085 2020-08-10 06:46:34,760 - mmaction - INFO - Epoch [19][1080/2505] lr: 5.000e-04, eta: 2 days, 6:01:21, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6693, top5_acc: 0.8495, loss_cls: 1.3539, loss: 1.3539, grad_norm: 19.5456 2020-08-10 06:47:11,895 - mmaction - INFO - Epoch [19][1100/2505] lr: 5.000e-04, eta: 2 days, 6:00:37, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6542, top5_acc: 0.8464, loss_cls: 1.4699, loss: 1.4699, grad_norm: 18.6418 2020-08-10 06:47:49,089 - mmaction - INFO - Epoch [19][1120/2505] lr: 5.000e-04, eta: 2 days, 5:59:53, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6792, top5_acc: 0.8563, loss_cls: 1.3471, loss: 1.3471, grad_norm: 18.6562 2020-08-10 06:48:26,208 - mmaction - INFO - Epoch [19][1140/2505] lr: 5.000e-04, eta: 2 days, 5:59:10, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.6797, top5_acc: 0.8552, loss_cls: 1.3477, loss: 1.3477, grad_norm: 18.4630 2020-08-10 06:49:03,502 - mmaction - INFO - Epoch [19][1160/2505] lr: 5.000e-04, eta: 2 days, 5:58:26, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6578, top5_acc: 0.8396, loss_cls: 1.4367, loss: 1.4367, grad_norm: 19.0349 2020-08-10 06:49:40,889 - mmaction - INFO - Epoch [19][1180/2505] lr: 5.000e-04, eta: 2 days, 5:57:43, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6458, top5_acc: 0.8406, loss_cls: 1.4611, loss: 1.4611, grad_norm: 18.3588 2020-08-10 06:50:18,237 - mmaction - INFO - Epoch [19][1200/2505] lr: 5.000e-04, eta: 2 days, 5:57:00, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6755, top5_acc: 0.8479, loss_cls: 1.4041, loss: 1.4041, grad_norm: 18.2937 2020-08-10 06:50:55,467 - mmaction - INFO - Epoch [19][1220/2505] lr: 5.000e-04, eta: 2 days, 5:56:16, time: 1.862, data_time: 0.002, memory: 8521, top1_acc: 0.6583, top5_acc: 0.8391, loss_cls: 1.4230, loss: 1.4230, grad_norm: 17.8457 2020-08-10 06:51:32,737 - mmaction - INFO - Epoch [19][1240/2505] lr: 5.000e-04, eta: 2 days, 5:55:33, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6594, top5_acc: 0.8536, loss_cls: 1.3857, loss: 1.3857, grad_norm: 18.3200 2020-08-10 06:52:09,964 - mmaction - INFO - Epoch [19][1260/2505] lr: 5.000e-04, eta: 2 days, 5:54:49, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6714, top5_acc: 0.8516, loss_cls: 1.3533, loss: 1.3533, grad_norm: 19.1833 2020-08-10 06:52:47,360 - mmaction - INFO - Epoch [19][1280/2505] lr: 5.000e-04, eta: 2 days, 5:54:06, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6703, top5_acc: 0.8563, loss_cls: 1.3584, loss: 1.3584, grad_norm: 18.4921 2020-08-10 06:53:25,231 - mmaction - INFO - Epoch [19][1300/2505] lr: 5.000e-04, eta: 2 days, 5:53:24, time: 1.893, data_time: 0.001, memory: 8521, top1_acc: 0.6818, top5_acc: 0.8656, loss_cls: 1.3298, loss: 1.3298, grad_norm: 18.7474 2020-08-10 06:54:02,408 - mmaction - INFO - Epoch [19][1320/2505] lr: 5.000e-04, eta: 2 days, 5:52:40, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6745, top5_acc: 0.8568, loss_cls: 1.3861, loss: 1.3861, grad_norm: 18.9125 2020-08-10 06:54:39,594 - mmaction - INFO - Epoch [19][1340/2505] lr: 5.000e-04, eta: 2 days, 5:51:57, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6438, top5_acc: 0.8307, loss_cls: 1.4716, loss: 1.4716, grad_norm: 19.5435 2020-08-10 06:55:16,776 - mmaction - INFO - Epoch [19][1360/2505] lr: 5.000e-04, eta: 2 days, 5:51:13, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6646, top5_acc: 0.8427, loss_cls: 1.4379, loss: 1.4379, grad_norm: 18.2151 2020-08-10 06:55:55,458 - mmaction - INFO - Epoch [19][1380/2505] lr: 5.000e-04, eta: 2 days, 5:50:33, time: 1.934, data_time: 0.001, memory: 8521, top1_acc: 0.6844, top5_acc: 0.8568, loss_cls: 1.3219, loss: 1.3219, grad_norm: 18.7693 2020-08-10 06:56:32,731 - mmaction - INFO - Epoch [19][1400/2505] lr: 5.000e-04, eta: 2 days, 5:49:49, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6766, top5_acc: 0.8469, loss_cls: 1.3663, loss: 1.3663, grad_norm: 17.8643 2020-08-10 06:57:09,990 - mmaction - INFO - Epoch [19][1420/2505] lr: 5.000e-04, eta: 2 days, 5:49:06, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6802, top5_acc: 0.8625, loss_cls: 1.3100, loss: 1.3100, grad_norm: 18.7053 2020-08-10 06:57:47,771 - mmaction - INFO - Epoch [19][1440/2505] lr: 5.000e-04, eta: 2 days, 5:48:24, time: 1.889, data_time: 0.001, memory: 8521, top1_acc: 0.6589, top5_acc: 0.8443, loss_cls: 1.4050, loss: 1.4050, grad_norm: 18.5652 2020-08-10 06:58:25,022 - mmaction - INFO - Epoch [19][1460/2505] lr: 5.000e-04, eta: 2 days, 5:47:40, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6755, top5_acc: 0.8542, loss_cls: 1.3422, loss: 1.3422, grad_norm: 18.1635 2020-08-10 06:59:02,254 - mmaction - INFO - Epoch [19][1480/2505] lr: 5.000e-04, eta: 2 days, 5:46:57, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6750, top5_acc: 0.8448, loss_cls: 1.4231, loss: 1.4231, grad_norm: 18.2920 2020-08-10 06:59:39,588 - mmaction - INFO - Epoch [19][1500/2505] lr: 5.000e-04, eta: 2 days, 5:46:14, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6760, top5_acc: 0.8448, loss_cls: 1.3900, loss: 1.3900, grad_norm: 17.9551 2020-08-10 07:00:20,373 - mmaction - INFO - Epoch [19][1520/2505] lr: 5.000e-04, eta: 2 days, 5:45:38, time: 2.037, data_time: 0.001, memory: 8521, top1_acc: 0.6609, top5_acc: 0.8401, loss_cls: 1.4445, loss: 1.4445, grad_norm: 18.8423 2020-08-10 07:00:57,844 - mmaction - INFO - Epoch [19][1540/2505] lr: 5.000e-04, eta: 2 days, 5:44:55, time: 1.876, data_time: 0.014, memory: 8521, top1_acc: 0.6578, top5_acc: 0.8448, loss_cls: 1.4231, loss: 1.4231, grad_norm: 18.6670 2020-08-10 07:01:35,026 - mmaction - INFO - Epoch [19][1560/2505] lr: 5.000e-04, eta: 2 days, 5:44:11, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6484, top5_acc: 0.8359, loss_cls: 1.4797, loss: 1.4797, grad_norm: 19.1101 2020-08-10 07:02:12,235 - mmaction - INFO - Epoch [19][1580/2505] lr: 5.000e-04, eta: 2 days, 5:43:28, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6620, top5_acc: 0.8510, loss_cls: 1.3514, loss: 1.3514, grad_norm: 19.4804 2020-08-10 07:02:49,457 - mmaction - INFO - Epoch [19][1600/2505] lr: 5.000e-04, eta: 2 days, 5:42:44, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6510, top5_acc: 0.8453, loss_cls: 1.4337, loss: 1.4337, grad_norm: 18.2576 2020-08-10 07:03:26,668 - mmaction - INFO - Epoch [19][1620/2505] lr: 5.000e-04, eta: 2 days, 5:42:01, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6615, top5_acc: 0.8573, loss_cls: 1.4240, loss: 1.4240, grad_norm: 19.1395 2020-08-10 07:04:03,930 - mmaction - INFO - Epoch [19][1640/2505] lr: 5.000e-04, eta: 2 days, 5:41:17, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6719, top5_acc: 0.8557, loss_cls: 1.3813, loss: 1.3813, grad_norm: 18.7147 2020-08-10 07:04:41,119 - mmaction - INFO - Epoch [19][1660/2505] lr: 5.000e-04, eta: 2 days, 5:40:34, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6833, top5_acc: 0.8651, loss_cls: 1.2974, loss: 1.2974, grad_norm: 18.2476 2020-08-10 07:05:19,019 - mmaction - INFO - Epoch [19][1680/2505] lr: 5.000e-04, eta: 2 days, 5:39:52, time: 1.895, data_time: 0.001, memory: 8521, top1_acc: 0.6687, top5_acc: 0.8448, loss_cls: 1.3957, loss: 1.3957, grad_norm: 18.8430 2020-08-10 07:05:56,390 - mmaction - INFO - Epoch [19][1700/2505] lr: 5.000e-04, eta: 2 days, 5:39:09, time: 1.869, data_time: 0.004, memory: 8521, top1_acc: 0.6557, top5_acc: 0.8443, loss_cls: 1.4417, loss: 1.4417, grad_norm: 19.3447 2020-08-10 07:06:33,584 - mmaction - INFO - Epoch [19][1720/2505] lr: 5.000e-04, eta: 2 days, 5:38:25, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6557, top5_acc: 0.8344, loss_cls: 1.4559, loss: 1.4559, grad_norm: 19.2056 2020-08-10 07:07:11,979 - mmaction - INFO - Epoch [19][1740/2505] lr: 5.000e-04, eta: 2 days, 5:37:44, time: 1.920, data_time: 0.001, memory: 8521, top1_acc: 0.6646, top5_acc: 0.8521, loss_cls: 1.3746, loss: 1.3746, grad_norm: 17.8848 2020-08-10 07:07:49,194 - mmaction - INFO - Epoch [19][1760/2505] lr: 5.000e-04, eta: 2 days, 5:37:01, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6818, top5_acc: 0.8464, loss_cls: 1.3773, loss: 1.3773, grad_norm: 18.8193 2020-08-10 07:08:26,559 - mmaction - INFO - Epoch [19][1780/2505] lr: 5.000e-04, eta: 2 days, 5:36:18, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6609, top5_acc: 0.8448, loss_cls: 1.3826, loss: 1.3826, grad_norm: 18.0680 2020-08-10 07:09:03,759 - mmaction - INFO - Epoch [19][1800/2505] lr: 5.000e-04, eta: 2 days, 5:35:34, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6698, top5_acc: 0.8505, loss_cls: 1.4088, loss: 1.4088, grad_norm: 18.5336 2020-08-10 07:09:41,001 - mmaction - INFO - Epoch [19][1820/2505] lr: 5.000e-04, eta: 2 days, 5:34:51, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6708, top5_acc: 0.8594, loss_cls: 1.3527, loss: 1.3527, grad_norm: 18.4898 2020-08-10 07:10:19,276 - mmaction - INFO - Epoch [19][1840/2505] lr: 5.000e-04, eta: 2 days, 5:34:10, time: 1.914, data_time: 0.001, memory: 8521, top1_acc: 0.6630, top5_acc: 0.8479, loss_cls: 1.4072, loss: 1.4072, grad_norm: 18.9673 2020-08-10 07:10:56,479 - mmaction - INFO - Epoch [19][1860/2505] lr: 5.000e-04, eta: 2 days, 5:33:26, time: 1.860, data_time: 0.003, memory: 8521, top1_acc: 0.6688, top5_acc: 0.8500, loss_cls: 1.3673, loss: 1.3673, grad_norm: 18.2023 2020-08-10 07:11:33,686 - mmaction - INFO - Epoch [19][1880/2505] lr: 5.000e-04, eta: 2 days, 5:32:43, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6609, top5_acc: 0.8505, loss_cls: 1.3895, loss: 1.3895, grad_norm: 18.5504 2020-08-10 07:12:10,913 - mmaction - INFO - Epoch [19][1900/2505] lr: 5.000e-04, eta: 2 days, 5:32:00, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6557, top5_acc: 0.8302, loss_cls: 1.4744, loss: 1.4744, grad_norm: 18.0628 2020-08-10 07:12:48,268 - mmaction - INFO - Epoch [19][1920/2505] lr: 5.000e-04, eta: 2 days, 5:31:17, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6750, top5_acc: 0.8568, loss_cls: 1.3687, loss: 1.3687, grad_norm: 17.9729 2020-08-10 07:13:26,479 - mmaction - INFO - Epoch [19][1940/2505] lr: 5.000e-04, eta: 2 days, 5:30:35, time: 1.910, data_time: 0.001, memory: 8521, top1_acc: 0.6693, top5_acc: 0.8490, loss_cls: 1.4194, loss: 1.4194, grad_norm: 19.0406 2020-08-10 07:14:20,195 - mmaction - INFO - Epoch [19][1960/2505] lr: 5.000e-04, eta: 2 days, 5:30:26, time: 2.686, data_time: 0.001, memory: 8521, top1_acc: 0.6750, top5_acc: 0.8354, loss_cls: 1.4061, loss: 1.4061, grad_norm: 18.0412 2020-08-10 07:14:57,495 - mmaction - INFO - Epoch [19][1980/2505] lr: 5.000e-04, eta: 2 days, 5:29:43, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6688, top5_acc: 0.8562, loss_cls: 1.3357, loss: 1.3357, grad_norm: 17.5233 2020-08-10 07:15:34,836 - mmaction - INFO - Epoch [19][2000/2505] lr: 5.000e-04, eta: 2 days, 5:29:00, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6661, top5_acc: 0.8625, loss_cls: 1.3700, loss: 1.3700, grad_norm: 19.5539 2020-08-10 07:16:12,183 - mmaction - INFO - Epoch [19][2020/2505] lr: 5.000e-04, eta: 2 days, 5:28:17, time: 1.867, data_time: 0.003, memory: 8521, top1_acc: 0.6687, top5_acc: 0.8370, loss_cls: 1.4447, loss: 1.4447, grad_norm: 17.9090 2020-08-10 07:16:51,569 - mmaction - INFO - Epoch [19][2040/2505] lr: 5.000e-04, eta: 2 days, 5:27:38, time: 1.969, data_time: 0.001, memory: 8521, top1_acc: 0.6677, top5_acc: 0.8495, loss_cls: 1.3874, loss: 1.3874, grad_norm: 18.3134 2020-08-10 07:17:28,767 - mmaction - INFO - Epoch [19][2060/2505] lr: 5.000e-04, eta: 2 days, 5:26:55, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6734, top5_acc: 0.8682, loss_cls: 1.3174, loss: 1.3174, grad_norm: 18.7987 2020-08-10 07:18:05,989 - mmaction - INFO - Epoch [19][2080/2505] lr: 5.000e-04, eta: 2 days, 5:26:11, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6490, top5_acc: 0.8312, loss_cls: 1.4671, loss: 1.4671, grad_norm: 18.6880 2020-08-10 07:18:45,782 - mmaction - INFO - Epoch [19][2100/2505] lr: 5.000e-04, eta: 2 days, 5:25:33, time: 1.990, data_time: 0.001, memory: 8521, top1_acc: 0.6604, top5_acc: 0.8328, loss_cls: 1.4470, loss: 1.4470, grad_norm: 18.5289 2020-08-10 07:19:40,234 - mmaction - INFO - Epoch [19][2120/2505] lr: 5.000e-04, eta: 2 days, 5:25:26, time: 2.723, data_time: 0.045, memory: 8521, top1_acc: 0.6839, top5_acc: 0.8594, loss_cls: 1.3576, loss: 1.3576, grad_norm: 17.6315 2020-08-10 07:20:18,483 - mmaction - INFO - Epoch [19][2140/2505] lr: 5.000e-04, eta: 2 days, 5:24:44, time: 1.912, data_time: 0.001, memory: 8521, top1_acc: 0.6656, top5_acc: 0.8667, loss_cls: 1.3432, loss: 1.3432, grad_norm: 18.8421 2020-08-10 07:21:12,797 - mmaction - INFO - Epoch [19][2160/2505] lr: 5.000e-04, eta: 2 days, 5:24:37, time: 2.716, data_time: 0.003, memory: 8521, top1_acc: 0.6490, top5_acc: 0.8281, loss_cls: 1.5027, loss: 1.5027, grad_norm: 18.7255 2020-08-10 07:21:50,025 - mmaction - INFO - Epoch [19][2180/2505] lr: 5.000e-04, eta: 2 days, 5:23:53, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6411, top5_acc: 0.8474, loss_cls: 1.4733, loss: 1.4733, grad_norm: 19.1799 2020-08-10 07:22:44,764 - mmaction - INFO - Epoch [19][2200/2505] lr: 5.000e-04, eta: 2 days, 5:23:46, time: 2.737, data_time: 0.001, memory: 8521, top1_acc: 0.6630, top5_acc: 0.8568, loss_cls: 1.3904, loss: 1.3904, grad_norm: 18.4874 2020-08-10 07:23:39,191 - mmaction - INFO - Epoch [19][2220/2505] lr: 5.000e-04, eta: 2 days, 5:23:38, time: 2.722, data_time: 0.001, memory: 8521, top1_acc: 0.6505, top5_acc: 0.8385, loss_cls: 1.4388, loss: 1.4388, grad_norm: 18.4450 2020-08-10 07:24:16,380 - mmaction - INFO - Epoch [19][2240/2505] lr: 5.000e-04, eta: 2 days, 5:22:55, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6766, top5_acc: 0.8531, loss_cls: 1.3914, loss: 1.3914, grad_norm: 18.7872 2020-08-10 07:25:10,618 - mmaction - INFO - Epoch [19][2260/2505] lr: 5.000e-04, eta: 2 days, 5:22:47, time: 2.712, data_time: 0.001, memory: 8521, top1_acc: 0.6719, top5_acc: 0.8474, loss_cls: 1.4015, loss: 1.4015, grad_norm: 19.1532 2020-08-10 07:26:04,669 - mmaction - INFO - Epoch [19][2280/2505] lr: 5.000e-04, eta: 2 days, 5:22:38, time: 2.702, data_time: 0.003, memory: 8521, top1_acc: 0.6672, top5_acc: 0.8469, loss_cls: 1.3677, loss: 1.3677, grad_norm: 18.9569 2020-08-10 07:26:41,887 - mmaction - INFO - Epoch [19][2300/2505] lr: 5.000e-04, eta: 2 days, 5:21:55, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6849, top5_acc: 0.8526, loss_cls: 1.3669, loss: 1.3669, grad_norm: 18.3084 2020-08-10 07:27:20,404 - mmaction - INFO - Epoch [19][2320/2505] lr: 5.000e-04, eta: 2 days, 5:21:14, time: 1.926, data_time: 0.001, memory: 8521, top1_acc: 0.6495, top5_acc: 0.8380, loss_cls: 1.4351, loss: 1.4351, grad_norm: 19.2656 2020-08-10 07:27:57,609 - mmaction - INFO - Epoch [19][2340/2505] lr: 5.000e-04, eta: 2 days, 5:20:30, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6656, top5_acc: 0.8391, loss_cls: 1.4421, loss: 1.4421, grad_norm: 18.5076 2020-08-10 07:28:53,136 - mmaction - INFO - Epoch [19][2360/2505] lr: 5.000e-04, eta: 2 days, 5:20:25, time: 2.776, data_time: 0.001, memory: 8521, top1_acc: 0.6563, top5_acc: 0.8484, loss_cls: 1.4254, loss: 1.4254, grad_norm: 18.8616 2020-08-10 07:29:30,391 - mmaction - INFO - Epoch [19][2380/2505] lr: 5.000e-04, eta: 2 days, 5:19:41, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6740, top5_acc: 0.8599, loss_cls: 1.4081, loss: 1.4081, grad_norm: 18.8258 2020-08-10 07:30:08,782 - mmaction - INFO - Epoch [19][2400/2505] lr: 5.000e-04, eta: 2 days, 5:19:00, time: 1.919, data_time: 0.063, memory: 8521, top1_acc: 0.6703, top5_acc: 0.8443, loss_cls: 1.3944, loss: 1.3944, grad_norm: 18.2762 2020-08-10 07:31:04,957 - mmaction - INFO - Epoch [19][2420/2505] lr: 5.000e-04, eta: 2 days, 5:18:56, time: 2.809, data_time: 0.001, memory: 8521, top1_acc: 0.6594, top5_acc: 0.8490, loss_cls: 1.4065, loss: 1.4065, grad_norm: 19.3748 2020-08-10 07:31:43,469 - mmaction - INFO - Epoch [19][2440/2505] lr: 5.000e-04, eta: 2 days, 5:18:15, time: 1.926, data_time: 0.001, memory: 8521, top1_acc: 0.6750, top5_acc: 0.8474, loss_cls: 1.4034, loss: 1.4034, grad_norm: 19.0254 2020-08-10 07:32:20,582 - mmaction - INFO - Epoch [19][2460/2505] lr: 5.000e-04, eta: 2 days, 5:17:31, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.6667, top5_acc: 0.8484, loss_cls: 1.3814, loss: 1.3814, grad_norm: 18.7187 2020-08-10 07:32:59,144 - mmaction - INFO - Epoch [19][2480/2505] lr: 5.000e-04, eta: 2 days, 5:16:51, time: 1.928, data_time: 0.001, memory: 8521, top1_acc: 0.6708, top5_acc: 0.8568, loss_cls: 1.3756, loss: 1.3756, grad_norm: 17.5177 2020-08-10 07:33:53,413 - mmaction - INFO - Epoch [19][2500/2505] lr: 5.000e-04, eta: 2 days, 5:16:42, time: 2.714, data_time: 0.001, memory: 8521, top1_acc: 0.6573, top5_acc: 0.8417, loss_cls: 1.4240, loss: 1.4240, grad_norm: 18.7853 2020-08-10 07:35:48,308 - mmaction - INFO - Epoch [20][20/2505] lr: 5.000e-04, eta: 2 days, 5:17:32, time: 4.869, data_time: 2.980, memory: 8521, top1_acc: 0.6734, top5_acc: 0.8568, loss_cls: 1.3759, loss: 1.3759, grad_norm: 18.3940 2020-08-10 07:36:27,524 - mmaction - INFO - Epoch [20][40/2505] lr: 5.000e-04, eta: 2 days, 5:16:53, time: 1.962, data_time: 0.009, memory: 8521, top1_acc: 0.6708, top5_acc: 0.8443, loss_cls: 1.4060, loss: 1.4060, grad_norm: 18.6291 2020-08-10 07:37:05,154 - mmaction - INFO - Epoch [20][60/2505] lr: 5.000e-04, eta: 2 days, 5:16:10, time: 1.881, data_time: 0.001, memory: 8521, top1_acc: 0.6885, top5_acc: 0.8578, loss_cls: 1.3493, loss: 1.3493, grad_norm: 18.5264 2020-08-10 07:37:42,598 - mmaction - INFO - Epoch [20][80/2505] lr: 5.000e-04, eta: 2 days, 5:15:27, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.6760, top5_acc: 0.8630, loss_cls: 1.3048, loss: 1.3048, grad_norm: 18.3631 2020-08-10 07:38:20,039 - mmaction - INFO - Epoch [20][100/2505] lr: 5.000e-04, eta: 2 days, 5:14:44, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.6432, top5_acc: 0.8391, loss_cls: 1.4668, loss: 1.4668, grad_norm: 18.9301 2020-08-10 07:39:15,657 - mmaction - INFO - Epoch [20][120/2505] lr: 5.000e-04, eta: 2 days, 5:14:38, time: 2.781, data_time: 0.001, memory: 8521, top1_acc: 0.6818, top5_acc: 0.8594, loss_cls: 1.3178, loss: 1.3178, grad_norm: 19.3499 2020-08-10 07:40:11,334 - mmaction - INFO - Epoch [20][140/2505] lr: 5.000e-04, eta: 2 days, 5:14:33, time: 2.784, data_time: 0.001, memory: 8521, top1_acc: 0.6760, top5_acc: 0.8505, loss_cls: 1.3801, loss: 1.3801, grad_norm: 18.0756 2020-08-10 07:40:48,728 - mmaction - INFO - Epoch [20][160/2505] lr: 5.000e-04, eta: 2 days, 5:13:49, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6547, top5_acc: 0.8516, loss_cls: 1.4497, loss: 1.4497, grad_norm: 19.5018 2020-08-10 07:41:26,184 - mmaction - INFO - Epoch [20][180/2505] lr: 5.000e-04, eta: 2 days, 5:13:06, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.6531, top5_acc: 0.8484, loss_cls: 1.3951, loss: 1.3951, grad_norm: 19.2877 2020-08-10 07:42:04,057 - mmaction - INFO - Epoch [20][200/2505] lr: 5.000e-04, eta: 2 days, 5:12:24, time: 1.894, data_time: 0.001, memory: 8521, top1_acc: 0.6698, top5_acc: 0.8573, loss_cls: 1.3749, loss: 1.3749, grad_norm: 17.9299 2020-08-10 07:42:42,924 - mmaction - INFO - Epoch [20][220/2505] lr: 5.000e-04, eta: 2 days, 5:11:44, time: 1.943, data_time: 0.001, memory: 8521, top1_acc: 0.6745, top5_acc: 0.8490, loss_cls: 1.3646, loss: 1.3646, grad_norm: 18.4723 2020-08-10 07:43:20,477 - mmaction - INFO - Epoch [20][240/2505] lr: 5.000e-04, eta: 2 days, 5:11:01, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.6724, top5_acc: 0.8500, loss_cls: 1.4006, loss: 1.4006, grad_norm: 18.7305 2020-08-10 07:44:46,741 - mmaction - INFO - Epoch [20][260/2505] lr: 5.000e-04, eta: 2 days, 5:11:57, time: 4.314, data_time: 0.002, memory: 8521, top1_acc: 0.6698, top5_acc: 0.8604, loss_cls: 1.3528, loss: 1.3528, grad_norm: 18.7090 2020-08-10 07:45:24,232 - mmaction - INFO - Epoch [20][280/2505] lr: 5.000e-04, eta: 2 days, 5:11:14, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.6661, top5_acc: 0.8531, loss_cls: 1.3898, loss: 1.3898, grad_norm: 17.9459 2020-08-10 07:46:01,584 - mmaction - INFO - Epoch [20][300/2505] lr: 5.000e-04, eta: 2 days, 5:10:31, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6901, top5_acc: 0.8594, loss_cls: 1.3303, loss: 1.3303, grad_norm: 18.6231 2020-08-10 07:46:38,893 - mmaction - INFO - Epoch [20][320/2505] lr: 5.000e-04, eta: 2 days, 5:09:48, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6703, top5_acc: 0.8479, loss_cls: 1.4018, loss: 1.4018, grad_norm: 19.4130 2020-08-10 07:48:06,763 - mmaction - INFO - Epoch [20][340/2505] lr: 5.000e-04, eta: 2 days, 5:10:47, time: 4.393, data_time: 0.001, memory: 8521, top1_acc: 0.6740, top5_acc: 0.8531, loss_cls: 1.3611, loss: 1.3611, grad_norm: 17.8936 2020-08-10 07:48:44,080 - mmaction - INFO - Epoch [20][360/2505] lr: 5.000e-04, eta: 2 days, 5:10:04, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6734, top5_acc: 0.8568, loss_cls: 1.3523, loss: 1.3523, grad_norm: 18.4587 2020-08-10 07:49:21,314 - mmaction - INFO - Epoch [20][380/2505] lr: 5.000e-04, eta: 2 days, 5:09:20, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6656, top5_acc: 0.8464, loss_cls: 1.4109, loss: 1.4109, grad_norm: 18.5051 2020-08-10 07:49:59,313 - mmaction - INFO - Epoch [20][400/2505] lr: 5.000e-04, eta: 2 days, 5:08:38, time: 1.900, data_time: 0.001, memory: 8521, top1_acc: 0.6792, top5_acc: 0.8469, loss_cls: 1.3566, loss: 1.3566, grad_norm: 18.8190 2020-08-10 07:50:36,603 - mmaction - INFO - Epoch [20][420/2505] lr: 5.000e-04, eta: 2 days, 5:07:55, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6453, top5_acc: 0.8453, loss_cls: 1.4544, loss: 1.4544, grad_norm: 18.0414 2020-08-10 07:51:14,051 - mmaction - INFO - Epoch [20][440/2505] lr: 5.000e-04, eta: 2 days, 5:07:11, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.6833, top5_acc: 0.8625, loss_cls: 1.2882, loss: 1.2882, grad_norm: 18.1889 2020-08-10 07:51:51,364 - mmaction - INFO - Epoch [20][460/2505] lr: 5.000e-04, eta: 2 days, 5:06:28, time: 1.866, data_time: 0.002, memory: 8521, top1_acc: 0.6552, top5_acc: 0.8453, loss_cls: 1.3986, loss: 1.3986, grad_norm: 18.8277 2020-08-10 07:52:28,569 - mmaction - INFO - Epoch [20][480/2505] lr: 5.000e-04, eta: 2 days, 5:05:44, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6490, top5_acc: 0.8464, loss_cls: 1.4289, loss: 1.4289, grad_norm: 17.8409 2020-08-10 07:53:07,774 - mmaction - INFO - Epoch [20][500/2505] lr: 5.000e-04, eta: 2 days, 5:05:05, time: 1.960, data_time: 0.001, memory: 8521, top1_acc: 0.6781, top5_acc: 0.8661, loss_cls: 1.3066, loss: 1.3066, grad_norm: 18.1903 2020-08-10 07:53:44,983 - mmaction - INFO - Epoch [20][520/2505] lr: 5.000e-04, eta: 2 days, 5:04:21, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6672, top5_acc: 0.8562, loss_cls: 1.3580, loss: 1.3580, grad_norm: 18.4194 2020-08-10 07:54:23,217 - mmaction - INFO - Epoch [20][540/2505] lr: 5.000e-04, eta: 2 days, 5:03:40, time: 1.912, data_time: 0.001, memory: 8521, top1_acc: 0.6724, top5_acc: 0.8516, loss_cls: 1.3668, loss: 1.3668, grad_norm: 20.0947 2020-08-10 07:55:00,525 - mmaction - INFO - Epoch [20][560/2505] lr: 5.000e-04, eta: 2 days, 5:02:56, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6880, top5_acc: 0.8589, loss_cls: 1.3150, loss: 1.3150, grad_norm: 19.2278 2020-08-10 07:55:37,853 - mmaction - INFO - Epoch [20][580/2505] lr: 5.000e-04, eta: 2 days, 5:02:13, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6672, top5_acc: 0.8448, loss_cls: 1.3660, loss: 1.3660, grad_norm: 19.6210 2020-08-10 07:56:15,063 - mmaction - INFO - Epoch [20][600/2505] lr: 5.000e-04, eta: 2 days, 5:01:29, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6516, top5_acc: 0.8432, loss_cls: 1.4511, loss: 1.4511, grad_norm: 18.9650 2020-08-10 07:56:52,325 - mmaction - INFO - Epoch [20][620/2505] lr: 5.000e-04, eta: 2 days, 5:00:46, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6719, top5_acc: 0.8526, loss_cls: 1.3715, loss: 1.3715, grad_norm: 18.7645 2020-08-10 07:57:29,713 - mmaction - INFO - Epoch [20][640/2505] lr: 5.000e-04, eta: 2 days, 5:00:03, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6516, top5_acc: 0.8365, loss_cls: 1.4515, loss: 1.4515, grad_norm: 17.8173 2020-08-10 07:58:07,692 - mmaction - INFO - Epoch [20][660/2505] lr: 5.000e-04, eta: 2 days, 4:59:21, time: 1.899, data_time: 0.001, memory: 8521, top1_acc: 0.6807, top5_acc: 0.8516, loss_cls: 1.3695, loss: 1.3695, grad_norm: 19.9978 2020-08-10 07:58:46,129 - mmaction - INFO - Epoch [20][680/2505] lr: 5.000e-04, eta: 2 days, 4:58:40, time: 1.922, data_time: 0.001, memory: 8521, top1_acc: 0.6552, top5_acc: 0.8427, loss_cls: 1.4317, loss: 1.4317, grad_norm: 17.9096 2020-08-10 07:59:25,484 - mmaction - INFO - Epoch [20][700/2505] lr: 5.000e-04, eta: 2 days, 4:58:00, time: 1.968, data_time: 0.001, memory: 8521, top1_acc: 0.6854, top5_acc: 0.8635, loss_cls: 1.3245, loss: 1.3245, grad_norm: 18.7508 2020-08-10 08:00:56,539 - mmaction - INFO - Epoch [20][720/2505] lr: 5.000e-04, eta: 2 days, 4:59:05, time: 4.550, data_time: 0.001, memory: 8521, top1_acc: 0.6729, top5_acc: 0.8568, loss_cls: 1.3269, loss: 1.3269, grad_norm: 18.7907 2020-08-10 08:01:34,542 - mmaction - INFO - Epoch [20][740/2505] lr: 5.000e-04, eta: 2 days, 4:58:23, time: 1.903, data_time: 0.013, memory: 8521, top1_acc: 0.6724, top5_acc: 0.8484, loss_cls: 1.3670, loss: 1.3670, grad_norm: 18.1368 2020-08-10 08:02:13,144 - mmaction - INFO - Epoch [20][760/2505] lr: 5.000e-04, eta: 2 days, 4:57:42, time: 1.930, data_time: 0.001, memory: 8521, top1_acc: 0.6708, top5_acc: 0.8510, loss_cls: 1.3630, loss: 1.3630, grad_norm: 18.8756 2020-08-10 08:03:08,832 - mmaction - INFO - Epoch [20][780/2505] lr: 5.000e-04, eta: 2 days, 4:57:36, time: 2.784, data_time: 0.001, memory: 8521, top1_acc: 0.6755, top5_acc: 0.8615, loss_cls: 1.3116, loss: 1.3116, grad_norm: 18.3635 2020-08-10 08:03:46,604 - mmaction - INFO - Epoch [20][800/2505] lr: 5.000e-04, eta: 2 days, 4:56:53, time: 1.889, data_time: 0.001, memory: 8521, top1_acc: 0.6573, top5_acc: 0.8406, loss_cls: 1.4107, loss: 1.4107, grad_norm: 19.9036 2020-08-10 08:04:24,557 - mmaction - INFO - Epoch [20][820/2505] lr: 5.000e-04, eta: 2 days, 4:56:11, time: 1.898, data_time: 0.001, memory: 8521, top1_acc: 0.6797, top5_acc: 0.8547, loss_cls: 1.3688, loss: 1.3688, grad_norm: 18.5020 2020-08-10 08:05:02,486 - mmaction - INFO - Epoch [20][840/2505] lr: 5.000e-04, eta: 2 days, 4:55:28, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6677, top5_acc: 0.8479, loss_cls: 1.4032, loss: 1.4032, grad_norm: 18.5546 2020-08-10 08:05:41,213 - mmaction - INFO - Epoch [20][860/2505] lr: 5.000e-04, eta: 2 days, 4:54:48, time: 1.967, data_time: 0.032, memory: 8521, top1_acc: 0.6750, top5_acc: 0.8651, loss_cls: 1.3506, loss: 1.3506, grad_norm: 18.8642 2020-08-10 08:06:18,578 - mmaction - INFO - Epoch [20][880/2505] lr: 5.000e-04, eta: 2 days, 4:54:05, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6891, top5_acc: 0.8620, loss_cls: 1.2911, loss: 1.2911, grad_norm: 18.4632 2020-08-10 08:06:55,847 - mmaction - INFO - Epoch [20][900/2505] lr: 5.000e-04, eta: 2 days, 4:53:21, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6651, top5_acc: 0.8568, loss_cls: 1.3796, loss: 1.3796, grad_norm: 17.6388 2020-08-10 08:08:21,904 - mmaction - INFO - Epoch [20][920/2505] lr: 5.000e-04, eta: 2 days, 4:54:15, time: 4.303, data_time: 0.001, memory: 8521, top1_acc: 0.6740, top5_acc: 0.8573, loss_cls: 1.3794, loss: 1.3794, grad_norm: 19.2739 2020-08-10 08:09:00,115 - mmaction - INFO - Epoch [20][940/2505] lr: 5.000e-04, eta: 2 days, 4:53:34, time: 1.910, data_time: 0.001, memory: 8521, top1_acc: 0.6833, top5_acc: 0.8573, loss_cls: 1.3401, loss: 1.3401, grad_norm: 18.0197 2020-08-10 08:09:38,611 - mmaction - INFO - Epoch [20][960/2505] lr: 5.000e-04, eta: 2 days, 4:52:53, time: 1.925, data_time: 0.001, memory: 8521, top1_acc: 0.6849, top5_acc: 0.8703, loss_cls: 1.2552, loss: 1.2552, grad_norm: 19.1572 2020-08-10 08:10:15,777 - mmaction - INFO - Epoch [20][980/2505] lr: 5.000e-04, eta: 2 days, 4:52:09, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6682, top5_acc: 0.8542, loss_cls: 1.4250, loss: 1.4250, grad_norm: 18.9457 2020-08-10 08:10:52,962 - mmaction - INFO - Epoch [20][1000/2505] lr: 5.000e-04, eta: 2 days, 4:51:25, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6719, top5_acc: 0.8609, loss_cls: 1.3583, loss: 1.3583, grad_norm: 18.9168 2020-08-10 08:11:30,191 - mmaction - INFO - Epoch [20][1020/2505] lr: 5.000e-04, eta: 2 days, 4:50:42, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6688, top5_acc: 0.8526, loss_cls: 1.3730, loss: 1.3730, grad_norm: 18.4055 2020-08-10 08:12:07,428 - mmaction - INFO - Epoch [20][1040/2505] lr: 5.000e-04, eta: 2 days, 4:49:58, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6781, top5_acc: 0.8563, loss_cls: 1.3483, loss: 1.3483, grad_norm: 18.6228 2020-08-10 08:13:02,054 - mmaction - INFO - Epoch [20][1060/2505] lr: 5.000e-04, eta: 2 days, 4:49:49, time: 2.731, data_time: 0.001, memory: 8521, top1_acc: 0.6719, top5_acc: 0.8500, loss_cls: 1.3909, loss: 1.3909, grad_norm: 18.4465 2020-08-10 08:13:39,393 - mmaction - INFO - Epoch [20][1080/2505] lr: 5.000e-04, eta: 2 days, 4:49:06, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6760, top5_acc: 0.8531, loss_cls: 1.3530, loss: 1.3530, grad_norm: 17.7539 2020-08-10 08:14:17,320 - mmaction - INFO - Epoch [20][1100/2505] lr: 5.000e-04, eta: 2 days, 4:48:23, time: 1.896, data_time: 0.001, memory: 8521, top1_acc: 0.6854, top5_acc: 0.8604, loss_cls: 1.2752, loss: 1.2752, grad_norm: 17.8874 2020-08-10 08:15:13,409 - mmaction - INFO - Epoch [20][1120/2505] lr: 5.000e-04, eta: 2 days, 4:48:17, time: 2.805, data_time: 0.001, memory: 8521, top1_acc: 0.6807, top5_acc: 0.8568, loss_cls: 1.3265, loss: 1.3265, grad_norm: 17.7325 2020-08-10 08:15:50,746 - mmaction - INFO - Epoch [20][1140/2505] lr: 5.000e-04, eta: 2 days, 4:47:34, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6745, top5_acc: 0.8464, loss_cls: 1.3657, loss: 1.3657, grad_norm: 18.0480 2020-08-10 08:16:28,086 - mmaction - INFO - Epoch [20][1160/2505] lr: 5.000e-04, eta: 2 days, 4:46:50, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6615, top5_acc: 0.8490, loss_cls: 1.3979, loss: 1.3979, grad_norm: 18.6423 2020-08-10 08:17:05,233 - mmaction - INFO - Epoch [20][1180/2505] lr: 5.000e-04, eta: 2 days, 4:46:07, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6719, top5_acc: 0.8562, loss_cls: 1.3631, loss: 1.3631, grad_norm: 18.4689 2020-08-10 08:17:42,441 - mmaction - INFO - Epoch [20][1200/2505] lr: 5.000e-04, eta: 2 days, 4:45:23, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6589, top5_acc: 0.8365, loss_cls: 1.4469, loss: 1.4469, grad_norm: 17.2997 2020-08-10 08:18:37,419 - mmaction - INFO - Epoch [20][1220/2505] lr: 5.000e-04, eta: 2 days, 4:45:14, time: 2.749, data_time: 0.001, memory: 8521, top1_acc: 0.6802, top5_acc: 0.8526, loss_cls: 1.4051, loss: 1.4051, grad_norm: 18.3371 2020-08-10 08:19:15,627 - mmaction - INFO - Epoch [20][1240/2505] lr: 5.000e-04, eta: 2 days, 4:44:33, time: 1.910, data_time: 0.001, memory: 8521, top1_acc: 0.6625, top5_acc: 0.8484, loss_cls: 1.4207, loss: 1.4207, grad_norm: 18.4885 2020-08-10 08:20:09,521 - mmaction - INFO - Epoch [20][1260/2505] lr: 5.000e-04, eta: 2 days, 4:44:22, time: 2.695, data_time: 0.001, memory: 8521, top1_acc: 0.6833, top5_acc: 0.8563, loss_cls: 1.3201, loss: 1.3201, grad_norm: 18.2360 2020-08-10 08:20:46,573 - mmaction - INFO - Epoch [20][1280/2505] lr: 5.000e-04, eta: 2 days, 4:43:38, time: 1.853, data_time: 0.001, memory: 8521, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.3927, loss: 1.3927, grad_norm: 18.4275 2020-08-10 08:21:23,917 - mmaction - INFO - Epoch [20][1300/2505] lr: 5.000e-04, eta: 2 days, 4:42:55, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6630, top5_acc: 0.8516, loss_cls: 1.3803, loss: 1.3803, grad_norm: 19.0601 2020-08-10 08:22:01,082 - mmaction - INFO - Epoch [20][1320/2505] lr: 5.000e-04, eta: 2 days, 4:42:11, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6667, top5_acc: 0.8568, loss_cls: 1.3668, loss: 1.3668, grad_norm: 18.3755 2020-08-10 08:22:39,370 - mmaction - INFO - Epoch [20][1340/2505] lr: 5.000e-04, eta: 2 days, 4:41:30, time: 1.914, data_time: 0.001, memory: 8521, top1_acc: 0.6750, top5_acc: 0.8505, loss_cls: 1.3791, loss: 1.3791, grad_norm: 19.7208 2020-08-10 08:23:18,836 - mmaction - INFO - Epoch [20][1360/2505] lr: 5.000e-04, eta: 2 days, 4:40:50, time: 1.973, data_time: 0.001, memory: 8521, top1_acc: 0.6594, top5_acc: 0.8500, loss_cls: 1.4014, loss: 1.4014, grad_norm: 17.7964 2020-08-10 08:23:55,998 - mmaction - INFO - Epoch [20][1380/2505] lr: 5.000e-04, eta: 2 days, 4:40:07, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6880, top5_acc: 0.8630, loss_cls: 1.2931, loss: 1.2931, grad_norm: 17.6702 2020-08-10 08:24:34,746 - mmaction - INFO - Epoch [20][1400/2505] lr: 5.000e-04, eta: 2 days, 4:39:26, time: 1.938, data_time: 0.001, memory: 8521, top1_acc: 0.6688, top5_acc: 0.8531, loss_cls: 1.3665, loss: 1.3665, grad_norm: 18.6018 2020-08-10 08:25:12,055 - mmaction - INFO - Epoch [20][1420/2505] lr: 5.000e-04, eta: 2 days, 4:38:43, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6688, top5_acc: 0.8505, loss_cls: 1.3885, loss: 1.3885, grad_norm: 18.4688 2020-08-10 08:25:49,302 - mmaction - INFO - Epoch [20][1440/2505] lr: 5.000e-04, eta: 2 days, 4:37:59, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6786, top5_acc: 0.8562, loss_cls: 1.3486, loss: 1.3486, grad_norm: 18.7830 2020-08-10 08:26:26,603 - mmaction - INFO - Epoch [20][1460/2505] lr: 5.000e-04, eta: 2 days, 4:37:16, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6609, top5_acc: 0.8432, loss_cls: 1.4021, loss: 1.4021, grad_norm: 17.8692 2020-08-10 08:27:05,242 - mmaction - INFO - Epoch [20][1480/2505] lr: 5.000e-04, eta: 2 days, 4:36:35, time: 1.932, data_time: 0.001, memory: 8521, top1_acc: 0.6813, top5_acc: 0.8682, loss_cls: 1.3024, loss: 1.3024, grad_norm: 19.2854 2020-08-10 08:27:42,454 - mmaction - INFO - Epoch [20][1500/2505] lr: 5.000e-04, eta: 2 days, 4:35:51, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6766, top5_acc: 0.8443, loss_cls: 1.3780, loss: 1.3780, grad_norm: 18.0545 2020-08-10 08:28:19,680 - mmaction - INFO - Epoch [20][1520/2505] lr: 5.000e-04, eta: 2 days, 4:35:08, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6557, top5_acc: 0.8438, loss_cls: 1.4256, loss: 1.4256, grad_norm: 17.9043 2020-08-10 08:28:58,269 - mmaction - INFO - Epoch [20][1540/2505] lr: 5.000e-04, eta: 2 days, 4:34:27, time: 1.929, data_time: 0.001, memory: 8521, top1_acc: 0.6719, top5_acc: 0.8578, loss_cls: 1.3597, loss: 1.3597, grad_norm: 18.4171 2020-08-10 08:29:37,073 - mmaction - INFO - Epoch [20][1560/2505] lr: 5.000e-04, eta: 2 days, 4:33:46, time: 1.940, data_time: 0.001, memory: 8521, top1_acc: 0.6807, top5_acc: 0.8599, loss_cls: 1.3299, loss: 1.3299, grad_norm: 17.7901 2020-08-10 08:30:14,281 - mmaction - INFO - Epoch [20][1580/2505] lr: 5.000e-04, eta: 2 days, 4:33:03, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6734, top5_acc: 0.8531, loss_cls: 1.3402, loss: 1.3402, grad_norm: 18.3447 2020-08-10 08:30:53,804 - mmaction - INFO - Epoch [20][1600/2505] lr: 5.000e-04, eta: 2 days, 4:32:24, time: 1.976, data_time: 0.001, memory: 8521, top1_acc: 0.6885, top5_acc: 0.8630, loss_cls: 1.3097, loss: 1.3097, grad_norm: 17.7218 2020-08-10 08:31:31,093 - mmaction - INFO - Epoch [20][1620/2505] lr: 5.000e-04, eta: 2 days, 4:31:40, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6865, top5_acc: 0.8693, loss_cls: 1.2946, loss: 1.2946, grad_norm: 19.0033 2020-08-10 08:32:08,366 - mmaction - INFO - Epoch [20][1640/2505] lr: 5.000e-04, eta: 2 days, 4:30:57, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6984, top5_acc: 0.8760, loss_cls: 1.2497, loss: 1.2497, grad_norm: 18.7246 2020-08-10 08:32:45,561 - mmaction - INFO - Epoch [20][1660/2505] lr: 5.000e-04, eta: 2 days, 4:30:13, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6667, top5_acc: 0.8406, loss_cls: 1.4416, loss: 1.4416, grad_norm: 17.9579 2020-08-10 08:33:22,890 - mmaction - INFO - Epoch [20][1680/2505] lr: 5.000e-04, eta: 2 days, 4:29:30, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6844, top5_acc: 0.8703, loss_cls: 1.2889, loss: 1.2889, grad_norm: 18.3308 2020-08-10 08:34:00,132 - mmaction - INFO - Epoch [20][1700/2505] lr: 5.000e-04, eta: 2 days, 4:28:46, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6745, top5_acc: 0.8510, loss_cls: 1.3753, loss: 1.3753, grad_norm: 18.4153 2020-08-10 08:34:56,942 - mmaction - INFO - Epoch [20][1720/2505] lr: 5.000e-04, eta: 2 days, 4:28:41, time: 2.841, data_time: 0.001, memory: 8521, top1_acc: 0.6776, top5_acc: 0.8578, loss_cls: 1.3307, loss: 1.3307, grad_norm: 18.0903 2020-08-10 08:35:34,202 - mmaction - INFO - Epoch [20][1740/2505] lr: 5.000e-04, eta: 2 days, 4:27:57, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6766, top5_acc: 0.8542, loss_cls: 1.3876, loss: 1.3876, grad_norm: 18.5403 2020-08-10 08:36:11,497 - mmaction - INFO - Epoch [20][1760/2505] lr: 5.000e-04, eta: 2 days, 4:27:14, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6792, top5_acc: 0.8557, loss_cls: 1.3527, loss: 1.3527, grad_norm: 18.2305 2020-08-10 08:36:48,759 - mmaction - INFO - Epoch [20][1780/2505] lr: 5.000e-04, eta: 2 days, 4:26:31, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6641, top5_acc: 0.8526, loss_cls: 1.3854, loss: 1.3854, grad_norm: 18.0823 2020-08-10 08:37:28,051 - mmaction - INFO - Epoch [20][1800/2505] lr: 5.000e-04, eta: 2 days, 4:25:51, time: 1.964, data_time: 0.001, memory: 8521, top1_acc: 0.6781, top5_acc: 0.8427, loss_cls: 1.3828, loss: 1.3828, grad_norm: 18.2420 2020-08-10 08:38:05,482 - mmaction - INFO - Epoch [20][1820/2505] lr: 5.000e-04, eta: 2 days, 4:25:08, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.6667, top5_acc: 0.8453, loss_cls: 1.3850, loss: 1.3850, grad_norm: 17.6409 2020-08-10 08:38:43,936 - mmaction - INFO - Epoch [20][1840/2505] lr: 5.000e-04, eta: 2 days, 4:24:27, time: 1.923, data_time: 0.001, memory: 8521, top1_acc: 0.6708, top5_acc: 0.8573, loss_cls: 1.3300, loss: 1.3300, grad_norm: 17.5145 2020-08-10 08:39:21,078 - mmaction - INFO - Epoch [20][1860/2505] lr: 5.000e-04, eta: 2 days, 4:23:43, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6781, top5_acc: 0.8427, loss_cls: 1.4078, loss: 1.4078, grad_norm: 18.3894 2020-08-10 08:39:58,961 - mmaction - INFO - Epoch [20][1880/2505] lr: 5.000e-04, eta: 2 days, 4:23:01, time: 1.894, data_time: 0.001, memory: 8521, top1_acc: 0.6839, top5_acc: 0.8620, loss_cls: 1.2946, loss: 1.2946, grad_norm: 18.3533 2020-08-10 08:40:37,365 - mmaction - INFO - Epoch [20][1900/2505] lr: 5.000e-04, eta: 2 days, 4:22:20, time: 1.920, data_time: 0.001, memory: 8521, top1_acc: 0.6641, top5_acc: 0.8495, loss_cls: 1.3998, loss: 1.3998, grad_norm: 18.6630 2020-08-10 08:41:16,223 - mmaction - INFO - Epoch [20][1920/2505] lr: 5.000e-04, eta: 2 days, 4:21:39, time: 1.943, data_time: 0.078, memory: 8521, top1_acc: 0.6599, top5_acc: 0.8448, loss_cls: 1.3979, loss: 1.3979, grad_norm: 18.7184 2020-08-10 08:41:53,459 - mmaction - INFO - Epoch [20][1940/2505] lr: 5.000e-04, eta: 2 days, 4:20:56, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6854, top5_acc: 0.8464, loss_cls: 1.3610, loss: 1.3610, grad_norm: 18.4623 2020-08-10 08:42:30,775 - mmaction - INFO - Epoch [20][1960/2505] lr: 5.000e-04, eta: 2 days, 4:20:13, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6708, top5_acc: 0.8484, loss_cls: 1.3720, loss: 1.3720, grad_norm: 18.4168 2020-08-10 08:43:09,248 - mmaction - INFO - Epoch [20][1980/2505] lr: 5.000e-04, eta: 2 days, 4:19:32, time: 1.924, data_time: 0.001, memory: 8521, top1_acc: 0.6609, top5_acc: 0.8464, loss_cls: 1.4030, loss: 1.4030, grad_norm: 18.9393 2020-08-10 08:43:47,558 - mmaction - INFO - Epoch [20][2000/2505] lr: 5.000e-04, eta: 2 days, 4:18:50, time: 1.916, data_time: 0.060, memory: 8521, top1_acc: 0.6792, top5_acc: 0.8495, loss_cls: 1.3636, loss: 1.3636, grad_norm: 17.9696 2020-08-10 08:44:42,237 - mmaction - INFO - Epoch [20][2020/2505] lr: 5.000e-04, eta: 2 days, 4:18:40, time: 2.734, data_time: 0.001, memory: 8521, top1_acc: 0.6380, top5_acc: 0.8401, loss_cls: 1.4939, loss: 1.4939, grad_norm: 19.5983 2020-08-10 08:45:24,797 - mmaction - INFO - Epoch [20][2040/2505] lr: 5.000e-04, eta: 2 days, 4:18:07, time: 2.128, data_time: 0.001, memory: 8521, top1_acc: 0.6542, top5_acc: 0.8495, loss_cls: 1.4432, loss: 1.4432, grad_norm: 18.2256 2020-08-10 08:46:57,079 - mmaction - INFO - Epoch [20][2060/2505] lr: 5.000e-04, eta: 2 days, 4:19:10, time: 4.614, data_time: 0.001, memory: 8521, top1_acc: 0.6813, top5_acc: 0.8557, loss_cls: 1.3666, loss: 1.3666, grad_norm: 18.4381 2020-08-10 08:47:34,331 - mmaction - INFO - Epoch [20][2080/2505] lr: 5.000e-04, eta: 2 days, 4:18:26, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6630, top5_acc: 0.8526, loss_cls: 1.3889, loss: 1.3889, grad_norm: 18.8408 2020-08-10 08:48:11,567 - mmaction - INFO - Epoch [20][2100/2505] lr: 5.000e-04, eta: 2 days, 4:17:43, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6797, top5_acc: 0.8458, loss_cls: 1.3522, loss: 1.3522, grad_norm: 18.0930 2020-08-10 08:48:48,875 - mmaction - INFO - Epoch [20][2120/2505] lr: 5.000e-04, eta: 2 days, 4:16:59, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6557, top5_acc: 0.8464, loss_cls: 1.4563, loss: 1.4563, grad_norm: 18.7969 2020-08-10 08:49:26,037 - mmaction - INFO - Epoch [20][2140/2505] lr: 5.000e-04, eta: 2 days, 4:16:16, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6870, top5_acc: 0.8625, loss_cls: 1.3002, loss: 1.3002, grad_norm: 18.7168 2020-08-10 08:50:03,299 - mmaction - INFO - Epoch [20][2160/2505] lr: 5.000e-04, eta: 2 days, 4:15:32, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6729, top5_acc: 0.8599, loss_cls: 1.3284, loss: 1.3284, grad_norm: 18.5794 2020-08-10 08:50:40,484 - mmaction - INFO - Epoch [20][2180/2505] lr: 5.000e-04, eta: 2 days, 4:14:49, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6604, top5_acc: 0.8448, loss_cls: 1.4241, loss: 1.4241, grad_norm: 18.3476 2020-08-10 08:51:18,454 - mmaction - INFO - Epoch [20][2200/2505] lr: 5.000e-04, eta: 2 days, 4:14:06, time: 1.898, data_time: 0.001, memory: 8521, top1_acc: 0.6542, top5_acc: 0.8484, loss_cls: 1.4299, loss: 1.4299, grad_norm: 19.7471 2020-08-10 08:51:56,511 - mmaction - INFO - Epoch [20][2220/2505] lr: 5.000e-04, eta: 2 days, 4:13:24, time: 1.903, data_time: 0.001, memory: 8521, top1_acc: 0.6844, top5_acc: 0.8510, loss_cls: 1.3410, loss: 1.3410, grad_norm: 17.7310 2020-08-10 08:53:07,739 - mmaction - INFO - Epoch [20][2240/2505] lr: 5.000e-04, eta: 2 days, 4:13:46, time: 3.561, data_time: 0.001, memory: 8521, top1_acc: 0.6563, top5_acc: 0.8604, loss_cls: 1.3975, loss: 1.3975, grad_norm: 19.5101 2020-08-10 08:53:45,013 - mmaction - INFO - Epoch [20][2260/2505] lr: 5.000e-04, eta: 2 days, 4:13:03, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6786, top5_acc: 0.8573, loss_cls: 1.3598, loss: 1.3598, grad_norm: 18.7295 2020-08-10 08:54:22,294 - mmaction - INFO - Epoch [20][2280/2505] lr: 5.000e-04, eta: 2 days, 4:12:19, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6729, top5_acc: 0.8536, loss_cls: 1.3704, loss: 1.3704, grad_norm: 18.9190 2020-08-10 08:54:59,528 - mmaction - INFO - Epoch [20][2300/2505] lr: 5.000e-04, eta: 2 days, 4:11:36, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6734, top5_acc: 0.8505, loss_cls: 1.3956, loss: 1.3956, grad_norm: 18.1274 2020-08-10 08:55:36,840 - mmaction - INFO - Epoch [20][2320/2505] lr: 5.000e-04, eta: 2 days, 4:10:52, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6833, top5_acc: 0.8620, loss_cls: 1.3292, loss: 1.3292, grad_norm: 18.1179 2020-08-10 08:56:16,500 - mmaction - INFO - Epoch [20][2340/2505] lr: 5.000e-04, eta: 2 days, 4:10:13, time: 1.983, data_time: 0.001, memory: 8521, top1_acc: 0.6656, top5_acc: 0.8557, loss_cls: 1.3377, loss: 1.3377, grad_norm: 18.5767 2020-08-10 08:56:53,811 - mmaction - INFO - Epoch [20][2360/2505] lr: 5.000e-04, eta: 2 days, 4:09:30, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6797, top5_acc: 0.8505, loss_cls: 1.3350, loss: 1.3350, grad_norm: 17.7299 2020-08-10 08:57:32,000 - mmaction - INFO - Epoch [20][2380/2505] lr: 5.000e-04, eta: 2 days, 4:08:48, time: 1.910, data_time: 0.001, memory: 8521, top1_acc: 0.6698, top5_acc: 0.8542, loss_cls: 1.3863, loss: 1.3863, grad_norm: 18.7029 2020-08-10 08:58:11,810 - mmaction - INFO - Epoch [20][2400/2505] lr: 5.000e-04, eta: 2 days, 4:08:10, time: 1.990, data_time: 0.001, memory: 8521, top1_acc: 0.6656, top5_acc: 0.8542, loss_cls: 1.4201, loss: 1.4201, grad_norm: 18.1355 2020-08-10 08:58:49,020 - mmaction - INFO - Epoch [20][2420/2505] lr: 5.000e-04, eta: 2 days, 4:07:26, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6552, top5_acc: 0.8464, loss_cls: 1.4242, loss: 1.4242, grad_norm: 18.7891 2020-08-10 08:59:26,372 - mmaction - INFO - Epoch [20][2440/2505] lr: 5.000e-04, eta: 2 days, 4:06:43, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6938, top5_acc: 0.8599, loss_cls: 1.2878, loss: 1.2878, grad_norm: 18.2866 2020-08-10 09:00:05,781 - mmaction - INFO - Epoch [20][2460/2505] lr: 5.000e-04, eta: 2 days, 4:06:03, time: 1.967, data_time: 0.001, memory: 8521, top1_acc: 0.6448, top5_acc: 0.8370, loss_cls: 1.4789, loss: 1.4789, grad_norm: 18.8956 2020-08-10 09:00:43,116 - mmaction - INFO - Epoch [20][2480/2505] lr: 5.000e-04, eta: 2 days, 4:05:20, time: 1.870, data_time: 0.011, memory: 8521, top1_acc: 0.6651, top5_acc: 0.8557, loss_cls: 1.3706, loss: 1.3706, grad_norm: 18.8240 2020-08-10 09:01:20,331 - mmaction - INFO - Epoch [20][2500/2505] lr: 5.000e-04, eta: 2 days, 4:04:37, time: 1.861, data_time: 0.002, memory: 8521, top1_acc: 0.6792, top5_acc: 0.8500, loss_cls: 1.3579, loss: 1.3579, grad_norm: 17.5609 2020-08-10 09:01:36,622 - mmaction - INFO - Saving checkpoint at 20 epochs 2020-08-10 09:03:36,606 - mmaction - INFO - Epoch [21][20/2505] lr: 5.000e-04, eta: 2 days, 4:05:58, time: 5.894, data_time: 2.540, memory: 8521, top1_acc: 0.6818, top5_acc: 0.8599, loss_cls: 1.2907, loss: 1.2907, grad_norm: 18.2993 2020-08-10 09:04:14,480 - mmaction - INFO - Epoch [21][40/2505] lr: 5.000e-04, eta: 2 days, 4:05:16, time: 1.894, data_time: 0.010, memory: 8521, top1_acc: 0.6682, top5_acc: 0.8547, loss_cls: 1.3836, loss: 1.3836, grad_norm: 19.4281 2020-08-10 09:04:52,088 - mmaction - INFO - Epoch [21][60/2505] lr: 5.000e-04, eta: 2 days, 4:04:33, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.6745, top5_acc: 0.8583, loss_cls: 1.3404, loss: 1.3404, grad_norm: 17.7459 2020-08-10 09:05:30,244 - mmaction - INFO - Epoch [21][80/2505] lr: 5.000e-04, eta: 2 days, 4:03:51, time: 1.908, data_time: 0.001, memory: 8521, top1_acc: 0.6667, top5_acc: 0.8505, loss_cls: 1.3962, loss: 1.3962, grad_norm: 18.8479 2020-08-10 09:06:08,146 - mmaction - INFO - Epoch [21][100/2505] lr: 5.000e-04, eta: 2 days, 4:03:09, time: 1.895, data_time: 0.004, memory: 8521, top1_acc: 0.6958, top5_acc: 0.8667, loss_cls: 1.2870, loss: 1.2870, grad_norm: 19.0855 2020-08-10 09:06:45,567 - mmaction - INFO - Epoch [21][120/2505] lr: 5.000e-04, eta: 2 days, 4:02:25, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.6849, top5_acc: 0.8490, loss_cls: 1.3326, loss: 1.3326, grad_norm: 18.3121 2020-08-10 09:07:39,737 - mmaction - INFO - Epoch [21][140/2505] lr: 5.000e-04, eta: 2 days, 4:02:14, time: 2.708, data_time: 0.001, memory: 8521, top1_acc: 0.6802, top5_acc: 0.8562, loss_cls: 1.3354, loss: 1.3354, grad_norm: 18.8923 2020-08-10 09:08:18,542 - mmaction - INFO - Epoch [21][160/2505] lr: 5.000e-04, eta: 2 days, 4:01:33, time: 1.940, data_time: 0.001, memory: 8521, top1_acc: 0.6724, top5_acc: 0.8531, loss_cls: 1.3491, loss: 1.3491, grad_norm: 19.0675 2020-08-10 09:08:55,848 - mmaction - INFO - Epoch [21][180/2505] lr: 5.000e-04, eta: 2 days, 4:00:50, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6802, top5_acc: 0.8484, loss_cls: 1.3519, loss: 1.3519, grad_norm: 18.0479 2020-08-10 09:10:22,736 - mmaction - INFO - Epoch [21][200/2505] lr: 5.000e-04, eta: 2 days, 4:01:40, time: 4.344, data_time: 0.001, memory: 8521, top1_acc: 0.6891, top5_acc: 0.8729, loss_cls: 1.2494, loss: 1.2494, grad_norm: 18.2891 2020-08-10 09:11:00,358 - mmaction - INFO - Epoch [21][220/2505] lr: 5.000e-04, eta: 2 days, 4:00:57, time: 1.881, data_time: 0.003, memory: 8521, top1_acc: 0.6823, top5_acc: 0.8615, loss_cls: 1.2918, loss: 1.2918, grad_norm: 18.7601 2020-08-10 09:11:37,591 - mmaction - INFO - Epoch [21][240/2505] lr: 5.000e-04, eta: 2 days, 4:00:14, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6797, top5_acc: 0.8578, loss_cls: 1.3576, loss: 1.3576, grad_norm: 19.0314 2020-08-10 09:12:15,922 - mmaction - INFO - Epoch [21][260/2505] lr: 5.000e-04, eta: 2 days, 3:59:32, time: 1.917, data_time: 0.001, memory: 8521, top1_acc: 0.6771, top5_acc: 0.8604, loss_cls: 1.3524, loss: 1.3524, grad_norm: 18.9833 2020-08-10 09:12:53,350 - mmaction - INFO - Epoch [21][280/2505] lr: 5.000e-04, eta: 2 days, 3:58:49, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.6620, top5_acc: 0.8516, loss_cls: 1.3745, loss: 1.3745, grad_norm: 19.5085 2020-08-10 09:13:47,167 - mmaction - INFO - Epoch [21][300/2505] lr: 5.000e-04, eta: 2 days, 3:58:37, time: 2.691, data_time: 0.001, memory: 8521, top1_acc: 0.6646, top5_acc: 0.8438, loss_cls: 1.3923, loss: 1.3923, grad_norm: 18.6776 2020-08-10 09:14:26,467 - mmaction - INFO - Epoch [21][320/2505] lr: 5.000e-04, eta: 2 days, 3:57:57, time: 1.965, data_time: 0.001, memory: 8521, top1_acc: 0.6760, top5_acc: 0.8589, loss_cls: 1.3386, loss: 1.3386, grad_norm: 18.1713 2020-08-10 09:15:04,301 - mmaction - INFO - Epoch [21][340/2505] lr: 5.000e-04, eta: 2 days, 3:57:15, time: 1.891, data_time: 0.001, memory: 8521, top1_acc: 0.6646, top5_acc: 0.8453, loss_cls: 1.4172, loss: 1.4172, grad_norm: 20.5515 2020-08-10 09:15:41,527 - mmaction - INFO - Epoch [21][360/2505] lr: 5.000e-04, eta: 2 days, 3:56:31, time: 1.862, data_time: 0.003, memory: 8521, top1_acc: 0.6854, top5_acc: 0.8667, loss_cls: 1.2942, loss: 1.2942, grad_norm: 17.8762 2020-08-10 09:16:18,734 - mmaction - INFO - Epoch [21][380/2505] lr: 5.000e-04, eta: 2 days, 3:55:47, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6672, top5_acc: 0.8578, loss_cls: 1.3598, loss: 1.3598, grad_norm: 18.4438 2020-08-10 09:16:56,304 - mmaction - INFO - Epoch [21][400/2505] lr: 5.000e-04, eta: 2 days, 3:55:04, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.6792, top5_acc: 0.8552, loss_cls: 1.3323, loss: 1.3323, grad_norm: 18.3941 2020-08-10 09:17:33,861 - mmaction - INFO - Epoch [21][420/2505] lr: 5.000e-04, eta: 2 days, 3:54:21, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.6708, top5_acc: 0.8474, loss_cls: 1.3768, loss: 1.3768, grad_norm: 19.6186 2020-08-10 09:18:11,174 - mmaction - INFO - Epoch [21][440/2505] lr: 5.000e-04, eta: 2 days, 3:53:38, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6667, top5_acc: 0.8599, loss_cls: 1.3893, loss: 1.3893, grad_norm: 17.9659 2020-08-10 09:18:48,569 - mmaction - INFO - Epoch [21][460/2505] lr: 5.000e-04, eta: 2 days, 3:52:55, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6672, top5_acc: 0.8604, loss_cls: 1.3329, loss: 1.3329, grad_norm: 17.9529 2020-08-10 09:19:25,975 - mmaction - INFO - Epoch [21][480/2505] lr: 5.000e-04, eta: 2 days, 3:52:12, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6609, top5_acc: 0.8521, loss_cls: 1.3866, loss: 1.3866, grad_norm: 17.8920 2020-08-10 09:20:03,518 - mmaction - INFO - Epoch [21][500/2505] lr: 5.000e-04, eta: 2 days, 3:51:29, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.6927, top5_acc: 0.8688, loss_cls: 1.3066, loss: 1.3066, grad_norm: 18.5736 2020-08-10 09:20:40,937 - mmaction - INFO - Epoch [21][520/2505] lr: 5.000e-04, eta: 2 days, 3:50:45, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.6724, top5_acc: 0.8464, loss_cls: 1.3537, loss: 1.3537, grad_norm: 18.8146 2020-08-10 09:21:18,412 - mmaction - INFO - Epoch [21][540/2505] lr: 5.000e-04, eta: 2 days, 3:50:02, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.6656, top5_acc: 0.8448, loss_cls: 1.4093, loss: 1.4093, grad_norm: 18.6352 2020-08-10 09:21:55,807 - mmaction - INFO - Epoch [21][560/2505] lr: 5.000e-04, eta: 2 days, 3:49:19, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6703, top5_acc: 0.8495, loss_cls: 1.4112, loss: 1.4112, grad_norm: 18.5218 2020-08-10 09:22:33,735 - mmaction - INFO - Epoch [21][580/2505] lr: 5.000e-04, eta: 2 days, 3:48:37, time: 1.896, data_time: 0.001, memory: 8521, top1_acc: 0.6703, top5_acc: 0.8510, loss_cls: 1.3606, loss: 1.3606, grad_norm: 18.1700 2020-08-10 09:23:11,073 - mmaction - INFO - Epoch [21][600/2505] lr: 5.000e-04, eta: 2 days, 3:47:53, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6802, top5_acc: 0.8531, loss_cls: 1.3577, loss: 1.3577, grad_norm: 18.4138 2020-08-10 09:23:50,643 - mmaction - INFO - Epoch [21][620/2505] lr: 5.000e-04, eta: 2 days, 3:47:14, time: 1.978, data_time: 0.001, memory: 8521, top1_acc: 0.6927, top5_acc: 0.8719, loss_cls: 1.2701, loss: 1.2701, grad_norm: 18.3035 2020-08-10 09:24:28,205 - mmaction - INFO - Epoch [21][640/2505] lr: 5.000e-04, eta: 2 days, 3:46:31, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.6667, top5_acc: 0.8521, loss_cls: 1.3663, loss: 1.3663, grad_norm: 18.3300 2020-08-10 09:25:06,241 - mmaction - INFO - Epoch [21][660/2505] lr: 5.000e-04, eta: 2 days, 3:45:49, time: 1.902, data_time: 0.001, memory: 8521, top1_acc: 0.6854, top5_acc: 0.8578, loss_cls: 1.3564, loss: 1.3564, grad_norm: 18.6703 2020-08-10 09:25:43,857 - mmaction - INFO - Epoch [21][680/2505] lr: 5.000e-04, eta: 2 days, 3:45:07, time: 1.881, data_time: 0.001, memory: 8521, top1_acc: 0.6755, top5_acc: 0.8510, loss_cls: 1.3551, loss: 1.3551, grad_norm: 18.9630 2020-08-10 09:26:21,254 - mmaction - INFO - Epoch [21][700/2505] lr: 5.000e-04, eta: 2 days, 3:44:23, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6771, top5_acc: 0.8464, loss_cls: 1.3831, loss: 1.3831, grad_norm: 18.3741 2020-08-10 09:26:59,275 - mmaction - INFO - Epoch [21][720/2505] lr: 5.000e-04, eta: 2 days, 3:43:41, time: 1.901, data_time: 0.001, memory: 8521, top1_acc: 0.6844, top5_acc: 0.8604, loss_cls: 1.2845, loss: 1.2845, grad_norm: 18.3229 2020-08-10 09:28:32,921 - mmaction - INFO - Epoch [21][740/2505] lr: 5.000e-04, eta: 2 days, 3:44:43, time: 4.682, data_time: 0.001, memory: 8521, top1_acc: 0.6896, top5_acc: 0.8583, loss_cls: 1.3102, loss: 1.3102, grad_norm: 17.7623 2020-08-10 09:29:10,079 - mmaction - INFO - Epoch [21][760/2505] lr: 5.000e-04, eta: 2 days, 3:43:59, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6844, top5_acc: 0.8536, loss_cls: 1.3414, loss: 1.3414, grad_norm: 17.9862 2020-08-10 09:29:47,441 - mmaction - INFO - Epoch [21][780/2505] lr: 5.000e-04, eta: 2 days, 3:43:16, time: 1.868, data_time: 0.002, memory: 8521, top1_acc: 0.6917, top5_acc: 0.8661, loss_cls: 1.3209, loss: 1.3209, grad_norm: 18.2632 2020-08-10 09:30:24,894 - mmaction - INFO - Epoch [21][800/2505] lr: 5.000e-04, eta: 2 days, 3:42:33, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.6604, top5_acc: 0.8385, loss_cls: 1.4545, loss: 1.4545, grad_norm: 18.9368 2020-08-10 09:31:02,290 - mmaction - INFO - Epoch [21][820/2505] lr: 5.000e-04, eta: 2 days, 3:41:49, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6797, top5_acc: 0.8557, loss_cls: 1.3765, loss: 1.3765, grad_norm: 17.4114 2020-08-10 09:31:40,075 - mmaction - INFO - Epoch [21][840/2505] lr: 5.000e-04, eta: 2 days, 3:41:07, time: 1.889, data_time: 0.001, memory: 8521, top1_acc: 0.6589, top5_acc: 0.8453, loss_cls: 1.4334, loss: 1.4334, grad_norm: 18.4348 2020-08-10 09:32:17,415 - mmaction - INFO - Epoch [21][860/2505] lr: 5.000e-04, eta: 2 days, 3:40:23, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6635, top5_acc: 0.8510, loss_cls: 1.3800, loss: 1.3800, grad_norm: 20.2152 2020-08-10 09:32:54,809 - mmaction - INFO - Epoch [21][880/2505] lr: 5.000e-04, eta: 2 days, 3:39:40, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6656, top5_acc: 0.8453, loss_cls: 1.4293, loss: 1.4293, grad_norm: 17.9835 2020-08-10 09:33:32,298 - mmaction - INFO - Epoch [21][900/2505] lr: 5.000e-04, eta: 2 days, 3:38:57, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.6755, top5_acc: 0.8625, loss_cls: 1.3192, loss: 1.3192, grad_norm: 18.4055 2020-08-10 09:34:09,793 - mmaction - INFO - Epoch [21][920/2505] lr: 5.000e-04, eta: 2 days, 3:38:14, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.6641, top5_acc: 0.8516, loss_cls: 1.3676, loss: 1.3676, grad_norm: 18.7692 2020-08-10 09:34:47,049 - mmaction - INFO - Epoch [21][940/2505] lr: 5.000e-04, eta: 2 days, 3:37:31, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6802, top5_acc: 0.8620, loss_cls: 1.2823, loss: 1.2823, grad_norm: 19.0865 2020-08-10 09:35:24,541 - mmaction - INFO - Epoch [21][960/2505] lr: 5.000e-04, eta: 2 days, 3:36:48, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.6620, top5_acc: 0.8464, loss_cls: 1.3687, loss: 1.3687, grad_norm: 18.8378 2020-08-10 09:36:01,943 - mmaction - INFO - Epoch [21][980/2505] lr: 5.000e-04, eta: 2 days, 3:36:04, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6510, top5_acc: 0.8589, loss_cls: 1.4062, loss: 1.4062, grad_norm: 18.9644 2020-08-10 09:36:39,382 - mmaction - INFO - Epoch [21][1000/2505] lr: 5.000e-04, eta: 2 days, 3:35:21, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.6760, top5_acc: 0.8635, loss_cls: 1.3629, loss: 1.3629, grad_norm: 17.8672 2020-08-10 09:37:16,557 - mmaction - INFO - Epoch [21][1020/2505] lr: 5.000e-04, eta: 2 days, 3:34:38, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6604, top5_acc: 0.8401, loss_cls: 1.4203, loss: 1.4203, grad_norm: 18.5201 2020-08-10 09:37:53,765 - mmaction - INFO - Epoch [21][1040/2505] lr: 5.000e-04, eta: 2 days, 3:33:54, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6786, top5_acc: 0.8563, loss_cls: 1.3401, loss: 1.3401, grad_norm: 18.9045 2020-08-10 09:38:31,005 - mmaction - INFO - Epoch [21][1060/2505] lr: 5.000e-04, eta: 2 days, 3:33:11, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6620, top5_acc: 0.8448, loss_cls: 1.4101, loss: 1.4101, grad_norm: 18.4185 2020-08-10 09:39:08,440 - mmaction - INFO - Epoch [21][1080/2505] lr: 5.000e-04, eta: 2 days, 3:32:28, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.6776, top5_acc: 0.8516, loss_cls: 1.3699, loss: 1.3699, grad_norm: 18.5052 2020-08-10 09:39:45,740 - mmaction - INFO - Epoch [21][1100/2505] lr: 5.000e-04, eta: 2 days, 3:31:44, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6599, top5_acc: 0.8490, loss_cls: 1.4245, loss: 1.4245, grad_norm: 19.3878 2020-08-10 09:40:23,098 - mmaction - INFO - Epoch [21][1120/2505] lr: 5.000e-04, eta: 2 days, 3:31:01, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6927, top5_acc: 0.8661, loss_cls: 1.2751, loss: 1.2751, grad_norm: 17.8310 2020-08-10 09:41:00,332 - mmaction - INFO - Epoch [21][1140/2505] lr: 5.000e-04, eta: 2 days, 3:30:18, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6875, top5_acc: 0.8578, loss_cls: 1.3168, loss: 1.3168, grad_norm: 17.5097 2020-08-10 09:41:37,615 - mmaction - INFO - Epoch [21][1160/2505] lr: 5.000e-04, eta: 2 days, 3:29:34, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6755, top5_acc: 0.8531, loss_cls: 1.3647, loss: 1.3647, grad_norm: 18.6596 2020-08-10 09:42:15,173 - mmaction - INFO - Epoch [21][1180/2505] lr: 5.000e-04, eta: 2 days, 3:28:51, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.6510, top5_acc: 0.8573, loss_cls: 1.4277, loss: 1.4277, grad_norm: 18.3753 2020-08-10 09:42:52,561 - mmaction - INFO - Epoch [21][1200/2505] lr: 5.000e-04, eta: 2 days, 3:28:08, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6661, top5_acc: 0.8448, loss_cls: 1.4494, loss: 1.4494, grad_norm: 18.3773 2020-08-10 09:43:29,905 - mmaction - INFO - Epoch [21][1220/2505] lr: 5.000e-04, eta: 2 days, 3:27:25, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6839, top5_acc: 0.8630, loss_cls: 1.3041, loss: 1.3041, grad_norm: 19.2451 2020-08-10 09:44:07,120 - mmaction - INFO - Epoch [21][1240/2505] lr: 5.000e-04, eta: 2 days, 3:26:41, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6734, top5_acc: 0.8542, loss_cls: 1.3519, loss: 1.3519, grad_norm: 18.0066 2020-08-10 09:44:44,366 - mmaction - INFO - Epoch [21][1260/2505] lr: 5.000e-04, eta: 2 days, 3:25:58, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6667, top5_acc: 0.8563, loss_cls: 1.3522, loss: 1.3522, grad_norm: 19.3023 2020-08-10 09:45:21,707 - mmaction - INFO - Epoch [21][1280/2505] lr: 5.000e-04, eta: 2 days, 3:25:15, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6589, top5_acc: 0.8469, loss_cls: 1.3912, loss: 1.3912, grad_norm: 18.4096 2020-08-10 09:45:58,986 - mmaction - INFO - Epoch [21][1300/2505] lr: 5.000e-04, eta: 2 days, 3:24:31, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6870, top5_acc: 0.8630, loss_cls: 1.3265, loss: 1.3265, grad_norm: 19.0470 2020-08-10 09:46:36,339 - mmaction - INFO - Epoch [21][1320/2505] lr: 5.000e-04, eta: 2 days, 3:23:48, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6661, top5_acc: 0.8500, loss_cls: 1.4056, loss: 1.4056, grad_norm: 18.0378 2020-08-10 09:47:14,736 - mmaction - INFO - Epoch [21][1340/2505] lr: 5.000e-04, eta: 2 days, 3:23:07, time: 1.920, data_time: 0.047, memory: 8521, top1_acc: 0.6688, top5_acc: 0.8578, loss_cls: 1.3494, loss: 1.3494, grad_norm: 18.7010 2020-08-10 09:47:51,945 - mmaction - INFO - Epoch [21][1360/2505] lr: 5.000e-04, eta: 2 days, 3:22:24, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6839, top5_acc: 0.8604, loss_cls: 1.2986, loss: 1.2986, grad_norm: 18.0085 2020-08-10 09:48:29,226 - mmaction - INFO - Epoch [21][1380/2505] lr: 5.000e-04, eta: 2 days, 3:21:40, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6693, top5_acc: 0.8417, loss_cls: 1.4303, loss: 1.4303, grad_norm: 18.7317 2020-08-10 09:49:06,505 - mmaction - INFO - Epoch [21][1400/2505] lr: 5.000e-04, eta: 2 days, 3:20:57, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6807, top5_acc: 0.8438, loss_cls: 1.3611, loss: 1.3611, grad_norm: 18.4492 2020-08-10 09:49:43,793 - mmaction - INFO - Epoch [21][1420/2505] lr: 5.000e-04, eta: 2 days, 3:20:14, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6724, top5_acc: 0.8469, loss_cls: 1.3875, loss: 1.3875, grad_norm: 18.3721 2020-08-10 09:50:21,078 - mmaction - INFO - Epoch [21][1440/2505] lr: 5.000e-04, eta: 2 days, 3:19:30, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6698, top5_acc: 0.8573, loss_cls: 1.3298, loss: 1.3298, grad_norm: 18.7242 2020-08-10 09:50:58,402 - mmaction - INFO - Epoch [21][1460/2505] lr: 5.000e-04, eta: 2 days, 3:18:47, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6880, top5_acc: 0.8656, loss_cls: 1.3089, loss: 1.3089, grad_norm: 18.4286 2020-08-10 09:51:37,520 - mmaction - INFO - Epoch [21][1480/2505] lr: 5.000e-04, eta: 2 days, 3:18:07, time: 1.956, data_time: 0.001, memory: 8521, top1_acc: 0.6714, top5_acc: 0.8562, loss_cls: 1.3588, loss: 1.3588, grad_norm: 18.8515 2020-08-10 09:52:15,652 - mmaction - INFO - Epoch [21][1500/2505] lr: 5.000e-04, eta: 2 days, 3:17:25, time: 1.907, data_time: 0.001, memory: 8521, top1_acc: 0.6891, top5_acc: 0.8599, loss_cls: 1.2966, loss: 1.2966, grad_norm: 17.9541 2020-08-10 09:52:53,013 - mmaction - INFO - Epoch [21][1520/2505] lr: 5.000e-04, eta: 2 days, 3:16:42, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6688, top5_acc: 0.8464, loss_cls: 1.4056, loss: 1.4056, grad_norm: 18.6795 2020-08-10 09:53:30,263 - mmaction - INFO - Epoch [21][1540/2505] lr: 5.000e-04, eta: 2 days, 3:15:59, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6823, top5_acc: 0.8552, loss_cls: 1.3338, loss: 1.3338, grad_norm: 19.1335 2020-08-10 09:54:07,618 - mmaction - INFO - Epoch [21][1560/2505] lr: 5.000e-04, eta: 2 days, 3:15:16, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6776, top5_acc: 0.8641, loss_cls: 1.3464, loss: 1.3464, grad_norm: 18.3243 2020-08-10 09:54:44,972 - mmaction - INFO - Epoch [21][1580/2505] lr: 5.000e-04, eta: 2 days, 3:14:33, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6620, top5_acc: 0.8469, loss_cls: 1.3930, loss: 1.3930, grad_norm: 18.2230 2020-08-10 09:55:22,300 - mmaction - INFO - Epoch [21][1600/2505] lr: 5.000e-04, eta: 2 days, 3:13:49, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7042, top5_acc: 0.8708, loss_cls: 1.2419, loss: 1.2419, grad_norm: 17.9088 2020-08-10 09:55:59,538 - mmaction - INFO - Epoch [21][1620/2505] lr: 5.000e-04, eta: 2 days, 3:13:06, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6750, top5_acc: 0.8734, loss_cls: 1.3112, loss: 1.3112, grad_norm: 20.2668 2020-08-10 09:56:36,970 - mmaction - INFO - Epoch [21][1640/2505] lr: 5.000e-04, eta: 2 days, 3:12:23, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.6734, top5_acc: 0.8542, loss_cls: 1.3974, loss: 1.3974, grad_norm: 17.9832 2020-08-10 09:57:14,150 - mmaction - INFO - Epoch [21][1660/2505] lr: 5.000e-04, eta: 2 days, 3:11:40, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6771, top5_acc: 0.8615, loss_cls: 1.3606, loss: 1.3606, grad_norm: 18.0258 2020-08-10 09:57:54,113 - mmaction - INFO - Epoch [21][1680/2505] lr: 5.000e-04, eta: 2 days, 3:11:01, time: 1.998, data_time: 0.001, memory: 8521, top1_acc: 0.6573, top5_acc: 0.8443, loss_cls: 1.4258, loss: 1.4258, grad_norm: 18.7795 2020-08-10 09:58:32,068 - mmaction - INFO - Epoch [21][1700/2505] lr: 5.000e-04, eta: 2 days, 3:10:19, time: 1.898, data_time: 0.001, memory: 8521, top1_acc: 0.6896, top5_acc: 0.8651, loss_cls: 1.2852, loss: 1.2852, grad_norm: 18.6576 2020-08-10 09:59:09,557 - mmaction - INFO - Epoch [21][1720/2505] lr: 5.000e-04, eta: 2 days, 3:09:36, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.6818, top5_acc: 0.8589, loss_cls: 1.2957, loss: 1.2957, grad_norm: 18.5122 2020-08-10 09:59:46,911 - mmaction - INFO - Epoch [21][1740/2505] lr: 5.000e-04, eta: 2 days, 3:08:53, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6557, top5_acc: 0.8359, loss_cls: 1.4745, loss: 1.4745, grad_norm: 18.0097 2020-08-10 10:00:27,245 - mmaction - INFO - Epoch [21][1760/2505] lr: 5.000e-04, eta: 2 days, 3:08:15, time: 2.014, data_time: 0.002, memory: 8521, top1_acc: 0.6948, top5_acc: 0.8552, loss_cls: 1.2939, loss: 1.2939, grad_norm: 18.3190 2020-08-10 10:01:05,247 - mmaction - INFO - Epoch [21][1780/2505] lr: 5.000e-04, eta: 2 days, 3:07:33, time: 1.903, data_time: 0.014, memory: 8521, top1_acc: 0.6969, top5_acc: 0.8646, loss_cls: 1.3133, loss: 1.3133, grad_norm: 18.5022 2020-08-10 10:01:42,467 - mmaction - INFO - Epoch [21][1800/2505] lr: 5.000e-04, eta: 2 days, 3:06:50, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6656, top5_acc: 0.8547, loss_cls: 1.4070, loss: 1.4070, grad_norm: 18.8971 2020-08-10 10:02:19,973 - mmaction - INFO - Epoch [21][1820/2505] lr: 5.000e-04, eta: 2 days, 3:06:07, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.6802, top5_acc: 0.8599, loss_cls: 1.3284, loss: 1.3284, grad_norm: 18.3071 2020-08-10 10:02:57,303 - mmaction - INFO - Epoch [21][1840/2505] lr: 5.000e-04, eta: 2 days, 3:05:24, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6703, top5_acc: 0.8547, loss_cls: 1.3815, loss: 1.3815, grad_norm: 18.6204 2020-08-10 10:03:37,623 - mmaction - INFO - Epoch [21][1860/2505] lr: 5.000e-04, eta: 2 days, 3:04:46, time: 2.016, data_time: 0.001, memory: 8521, top1_acc: 0.6776, top5_acc: 0.8531, loss_cls: 1.3647, loss: 1.3647, grad_norm: 18.3045 2020-08-10 10:04:14,988 - mmaction - INFO - Epoch [21][1880/2505] lr: 5.000e-04, eta: 2 days, 3:04:03, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6562, top5_acc: 0.8469, loss_cls: 1.4206, loss: 1.4206, grad_norm: 18.9524 2020-08-10 10:04:52,307 - mmaction - INFO - Epoch [21][1900/2505] lr: 5.000e-04, eta: 2 days, 3:03:20, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6651, top5_acc: 0.8490, loss_cls: 1.4264, loss: 1.4264, grad_norm: 18.9310 2020-08-10 10:05:31,066 - mmaction - INFO - Epoch [21][1920/2505] lr: 5.000e-04, eta: 2 days, 3:02:40, time: 1.937, data_time: 0.001, memory: 8521, top1_acc: 0.6818, top5_acc: 0.8568, loss_cls: 1.3209, loss: 1.3209, grad_norm: 18.3727 2020-08-10 10:06:25,330 - mmaction - INFO - Epoch [21][1940/2505] lr: 5.000e-04, eta: 2 days, 3:02:27, time: 2.714, data_time: 0.004, memory: 8521, top1_acc: 0.6703, top5_acc: 0.8531, loss_cls: 1.3575, loss: 1.3575, grad_norm: 19.1105 2020-08-10 10:07:02,581 - mmaction - INFO - Epoch [21][1960/2505] lr: 5.000e-04, eta: 2 days, 3:01:44, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6635, top5_acc: 0.8401, loss_cls: 1.4539, loss: 1.4539, grad_norm: 17.9190 2020-08-10 10:07:39,943 - mmaction - INFO - Epoch [21][1980/2505] lr: 5.000e-04, eta: 2 days, 3:01:00, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6828, top5_acc: 0.8635, loss_cls: 1.3039, loss: 1.3039, grad_norm: 18.2539 2020-08-10 10:08:17,490 - mmaction - INFO - Epoch [21][2000/2505] lr: 5.000e-04, eta: 2 days, 3:00:18, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.6797, top5_acc: 0.8505, loss_cls: 1.3387, loss: 1.3387, grad_norm: 18.4477 2020-08-10 10:08:55,671 - mmaction - INFO - Epoch [21][2020/2505] lr: 5.000e-04, eta: 2 days, 2:59:36, time: 1.909, data_time: 0.001, memory: 8521, top1_acc: 0.6698, top5_acc: 0.8495, loss_cls: 1.3765, loss: 1.3765, grad_norm: 18.9762 2020-08-10 10:09:33,091 - mmaction - INFO - Epoch [21][2040/2505] lr: 5.000e-04, eta: 2 days, 2:58:53, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.6635, top5_acc: 0.8526, loss_cls: 1.3946, loss: 1.3946, grad_norm: 18.5934 2020-08-10 10:10:10,488 - mmaction - INFO - Epoch [21][2060/2505] lr: 5.000e-04, eta: 2 days, 2:58:10, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6839, top5_acc: 0.8594, loss_cls: 1.3289, loss: 1.3289, grad_norm: 18.4883 2020-08-10 10:10:48,325 - mmaction - INFO - Epoch [21][2080/2505] lr: 5.000e-04, eta: 2 days, 2:57:28, time: 1.892, data_time: 0.002, memory: 8521, top1_acc: 0.6792, top5_acc: 0.8516, loss_cls: 1.3555, loss: 1.3555, grad_norm: 17.8328 2020-08-10 10:11:27,017 - mmaction - INFO - Epoch [21][2100/2505] lr: 5.000e-04, eta: 2 days, 2:56:47, time: 1.935, data_time: 0.007, memory: 8521, top1_acc: 0.6635, top5_acc: 0.8427, loss_cls: 1.4225, loss: 1.4225, grad_norm: 17.9429 2020-08-10 10:12:04,165 - mmaction - INFO - Epoch [21][2120/2505] lr: 5.000e-04, eta: 2 days, 2:56:04, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6609, top5_acc: 0.8521, loss_cls: 1.3634, loss: 1.3634, grad_norm: 18.7426 2020-08-10 10:12:41,472 - mmaction - INFO - Epoch [21][2140/2505] lr: 5.000e-04, eta: 2 days, 2:55:21, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6698, top5_acc: 0.8448, loss_cls: 1.3755, loss: 1.3755, grad_norm: 18.8674 2020-08-10 10:13:18,634 - mmaction - INFO - Epoch [21][2160/2505] lr: 5.000e-04, eta: 2 days, 2:54:37, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6792, top5_acc: 0.8443, loss_cls: 1.3630, loss: 1.3630, grad_norm: 18.0637 2020-08-10 10:13:55,974 - mmaction - INFO - Epoch [21][2180/2505] lr: 5.000e-04, eta: 2 days, 2:53:54, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6776, top5_acc: 0.8547, loss_cls: 1.3420, loss: 1.3420, grad_norm: 19.5034 2020-08-10 10:14:33,169 - mmaction - INFO - Epoch [21][2200/2505] lr: 5.000e-04, eta: 2 days, 2:53:11, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6781, top5_acc: 0.8536, loss_cls: 1.3191, loss: 1.3191, grad_norm: 17.7061 2020-08-10 10:15:10,622 - mmaction - INFO - Epoch [21][2220/2505] lr: 5.000e-04, eta: 2 days, 2:52:28, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.6672, top5_acc: 0.8583, loss_cls: 1.3621, loss: 1.3621, grad_norm: 18.6131 2020-08-10 10:15:47,938 - mmaction - INFO - Epoch [21][2240/2505] lr: 5.000e-04, eta: 2 days, 2:51:45, time: 1.866, data_time: 0.002, memory: 8521, top1_acc: 0.6672, top5_acc: 0.8651, loss_cls: 1.3557, loss: 1.3557, grad_norm: 19.1913 2020-08-10 10:16:25,267 - mmaction - INFO - Epoch [21][2260/2505] lr: 5.000e-04, eta: 2 days, 2:51:02, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6818, top5_acc: 0.8641, loss_cls: 1.3035, loss: 1.3035, grad_norm: 17.8754 2020-08-10 10:17:02,483 - mmaction - INFO - Epoch [21][2280/2505] lr: 5.000e-04, eta: 2 days, 2:50:19, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6927, top5_acc: 0.8797, loss_cls: 1.2473, loss: 1.2473, grad_norm: 18.0042 2020-08-10 10:17:39,645 - mmaction - INFO - Epoch [21][2300/2505] lr: 5.000e-04, eta: 2 days, 2:49:35, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6719, top5_acc: 0.8464, loss_cls: 1.3801, loss: 1.3801, grad_norm: 19.3502 2020-08-10 10:18:16,810 - mmaction - INFO - Epoch [21][2320/2505] lr: 5.000e-04, eta: 2 days, 2:48:52, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6724, top5_acc: 0.8563, loss_cls: 1.3305, loss: 1.3305, grad_norm: 19.4789 2020-08-10 10:18:53,986 - mmaction - INFO - Epoch [21][2340/2505] lr: 5.000e-04, eta: 2 days, 2:48:09, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6693, top5_acc: 0.8516, loss_cls: 1.3985, loss: 1.3985, grad_norm: 17.8224 2020-08-10 10:19:31,198 - mmaction - INFO - Epoch [21][2360/2505] lr: 5.000e-04, eta: 2 days, 2:47:25, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6875, top5_acc: 0.8568, loss_cls: 1.3282, loss: 1.3282, grad_norm: 18.0162 2020-08-10 10:20:08,323 - mmaction - INFO - Epoch [21][2380/2505] lr: 5.000e-04, eta: 2 days, 2:46:42, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.6807, top5_acc: 0.8422, loss_cls: 1.3760, loss: 1.3760, grad_norm: 18.8827 2020-08-10 10:20:45,573 - mmaction - INFO - Epoch [21][2400/2505] lr: 5.000e-04, eta: 2 days, 2:45:59, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6604, top5_acc: 0.8474, loss_cls: 1.4000, loss: 1.4000, grad_norm: 19.5793 2020-08-10 10:21:22,849 - mmaction - INFO - Epoch [21][2420/2505] lr: 5.000e-04, eta: 2 days, 2:45:16, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6750, top5_acc: 0.8411, loss_cls: 1.3916, loss: 1.3916, grad_norm: 18.6250 2020-08-10 10:22:00,070 - mmaction - INFO - Epoch [21][2440/2505] lr: 5.000e-04, eta: 2 days, 2:44:32, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6714, top5_acc: 0.8505, loss_cls: 1.3537, loss: 1.3537, grad_norm: 18.3190 2020-08-10 10:22:38,691 - mmaction - INFO - Epoch [21][2460/2505] lr: 5.000e-04, eta: 2 days, 2:43:52, time: 1.931, data_time: 0.001, memory: 8521, top1_acc: 0.6552, top5_acc: 0.8490, loss_cls: 1.4065, loss: 1.4065, grad_norm: 18.8451 2020-08-10 10:23:17,270 - mmaction - INFO - Epoch [21][2480/2505] lr: 5.000e-04, eta: 2 days, 2:43:11, time: 1.929, data_time: 0.001, memory: 8521, top1_acc: 0.6641, top5_acc: 0.8526, loss_cls: 1.3915, loss: 1.3915, grad_norm: 18.7353 2020-08-10 10:23:54,463 - mmaction - INFO - Epoch [21][2500/2505] lr: 5.000e-04, eta: 2 days, 2:42:28, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6552, top5_acc: 0.8516, loss_cls: 1.4047, loss: 1.4047, grad_norm: 18.9656 2020-08-10 10:25:44,863 - mmaction - INFO - Epoch [22][20/2505] lr: 5.000e-04, eta: 2 days, 2:42:56, time: 4.673, data_time: 2.704, memory: 8521, top1_acc: 0.6771, top5_acc: 0.8573, loss_cls: 1.3392, loss: 1.3392, grad_norm: 17.7508 2020-08-10 10:26:39,984 - mmaction - INFO - Epoch [22][40/2505] lr: 5.000e-04, eta: 2 days, 2:42:44, time: 2.756, data_time: 0.007, memory: 8521, top1_acc: 0.6880, top5_acc: 0.8646, loss_cls: 1.2711, loss: 1.2711, grad_norm: 17.7768 2020-08-10 10:27:17,582 - mmaction - INFO - Epoch [22][60/2505] lr: 5.000e-04, eta: 2 days, 2:42:02, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.6953, top5_acc: 0.8589, loss_cls: 1.2764, loss: 1.2764, grad_norm: 18.0413 2020-08-10 10:27:55,179 - mmaction - INFO - Epoch [22][80/2505] lr: 5.000e-04, eta: 2 days, 2:41:19, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.6729, top5_acc: 0.8583, loss_cls: 1.3563, loss: 1.3563, grad_norm: 17.8377 2020-08-10 10:28:32,478 - mmaction - INFO - Epoch [22][100/2505] lr: 5.000e-04, eta: 2 days, 2:40:36, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6828, top5_acc: 0.8573, loss_cls: 1.3299, loss: 1.3299, grad_norm: 19.3741 2020-08-10 10:29:09,922 - mmaction - INFO - Epoch [22][120/2505] lr: 5.000e-04, eta: 2 days, 2:39:53, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.6823, top5_acc: 0.8651, loss_cls: 1.3296, loss: 1.3296, grad_norm: 17.8564 2020-08-10 10:29:47,519 - mmaction - INFO - Epoch [22][140/2505] lr: 5.000e-04, eta: 2 days, 2:39:11, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.6948, top5_acc: 0.8755, loss_cls: 1.2126, loss: 1.2126, grad_norm: 17.6956 2020-08-10 10:30:24,820 - mmaction - INFO - Epoch [22][160/2505] lr: 5.000e-04, eta: 2 days, 2:38:28, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6927, top5_acc: 0.8583, loss_cls: 1.3126, loss: 1.3126, grad_norm: 18.0414 2020-08-10 10:31:02,067 - mmaction - INFO - Epoch [22][180/2505] lr: 5.000e-04, eta: 2 days, 2:37:44, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6823, top5_acc: 0.8661, loss_cls: 1.3400, loss: 1.3400, grad_norm: 18.8263 2020-08-10 10:31:39,309 - mmaction - INFO - Epoch [22][200/2505] lr: 5.000e-04, eta: 2 days, 2:37:01, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6786, top5_acc: 0.8531, loss_cls: 1.3544, loss: 1.3544, grad_norm: 18.4170 2020-08-10 10:32:16,686 - mmaction - INFO - Epoch [22][220/2505] lr: 5.000e-04, eta: 2 days, 2:36:18, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6719, top5_acc: 0.8474, loss_cls: 1.3711, loss: 1.3711, grad_norm: 18.5790 2020-08-10 10:32:54,050 - mmaction - INFO - Epoch [22][240/2505] lr: 5.000e-04, eta: 2 days, 2:35:35, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6927, top5_acc: 0.8714, loss_cls: 1.2958, loss: 1.2958, grad_norm: 18.9849 2020-08-10 10:33:31,483 - mmaction - INFO - Epoch [22][260/2505] lr: 5.000e-04, eta: 2 days, 2:34:52, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.6859, top5_acc: 0.8583, loss_cls: 1.3606, loss: 1.3606, grad_norm: 18.6512 2020-08-10 10:34:08,944 - mmaction - INFO - Epoch [22][280/2505] lr: 5.000e-04, eta: 2 days, 2:34:10, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.6729, top5_acc: 0.8625, loss_cls: 1.3362, loss: 1.3362, grad_norm: 18.6542 2020-08-10 10:34:46,225 - mmaction - INFO - Epoch [22][300/2505] lr: 5.000e-04, eta: 2 days, 2:33:27, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6859, top5_acc: 0.8516, loss_cls: 1.3614, loss: 1.3614, grad_norm: 18.8431 2020-08-10 10:35:23,695 - mmaction - INFO - Epoch [22][320/2505] lr: 5.000e-04, eta: 2 days, 2:32:44, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.6688, top5_acc: 0.8568, loss_cls: 1.3753, loss: 1.3753, grad_norm: 18.7115 2020-08-10 10:36:01,046 - mmaction - INFO - Epoch [22][340/2505] lr: 5.000e-04, eta: 2 days, 2:32:01, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6547, top5_acc: 0.8568, loss_cls: 1.3790, loss: 1.3790, grad_norm: 19.0791 2020-08-10 10:36:38,278 - mmaction - INFO - Epoch [22][360/2505] lr: 5.000e-04, eta: 2 days, 2:31:18, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6646, top5_acc: 0.8495, loss_cls: 1.4357, loss: 1.4357, grad_norm: 19.2747 2020-08-10 10:37:15,492 - mmaction - INFO - Epoch [22][380/2505] lr: 5.000e-04, eta: 2 days, 2:30:34, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6849, top5_acc: 0.8703, loss_cls: 1.3052, loss: 1.3052, grad_norm: 19.2226 2020-08-10 10:37:53,011 - mmaction - INFO - Epoch [22][400/2505] lr: 5.000e-04, eta: 2 days, 2:29:52, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.6594, top5_acc: 0.8568, loss_cls: 1.3915, loss: 1.3915, grad_norm: 18.5320 2020-08-10 10:38:30,199 - mmaction - INFO - Epoch [22][420/2505] lr: 5.000e-04, eta: 2 days, 2:29:08, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6969, top5_acc: 0.8776, loss_cls: 1.2121, loss: 1.2121, grad_norm: 17.8786 2020-08-10 10:39:07,367 - mmaction - INFO - Epoch [22][440/2505] lr: 5.000e-04, eta: 2 days, 2:28:25, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6922, top5_acc: 0.8615, loss_cls: 1.3136, loss: 1.3136, grad_norm: 19.0488 2020-08-10 10:39:44,607 - mmaction - INFO - Epoch [22][460/2505] lr: 5.000e-04, eta: 2 days, 2:27:42, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6698, top5_acc: 0.8557, loss_cls: 1.3979, loss: 1.3979, grad_norm: 18.4218 2020-08-10 10:40:22,109 - mmaction - INFO - Epoch [22][480/2505] lr: 5.000e-04, eta: 2 days, 2:26:59, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.6807, top5_acc: 0.8568, loss_cls: 1.3512, loss: 1.3512, grad_norm: 18.2750 2020-08-10 10:40:59,409 - mmaction - INFO - Epoch [22][500/2505] lr: 5.000e-04, eta: 2 days, 2:26:16, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6714, top5_acc: 0.8573, loss_cls: 1.3374, loss: 1.3374, grad_norm: 18.6534 2020-08-10 10:41:37,492 - mmaction - INFO - Epoch [22][520/2505] lr: 5.000e-04, eta: 2 days, 2:25:35, time: 1.904, data_time: 0.001, memory: 8521, top1_acc: 0.6693, top5_acc: 0.8562, loss_cls: 1.3664, loss: 1.3664, grad_norm: 19.2720 2020-08-10 10:42:14,844 - mmaction - INFO - Epoch [22][540/2505] lr: 5.000e-04, eta: 2 days, 2:24:52, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6885, top5_acc: 0.8594, loss_cls: 1.3360, loss: 1.3360, grad_norm: 18.2031 2020-08-10 10:42:52,162 - mmaction - INFO - Epoch [22][560/2505] lr: 5.000e-04, eta: 2 days, 2:24:09, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6885, top5_acc: 0.8635, loss_cls: 1.3168, loss: 1.3168, grad_norm: 18.2958 2020-08-10 10:43:29,534 - mmaction - INFO - Epoch [22][580/2505] lr: 5.000e-04, eta: 2 days, 2:23:26, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6849, top5_acc: 0.8625, loss_cls: 1.3224, loss: 1.3224, grad_norm: 17.8479 2020-08-10 10:44:06,911 - mmaction - INFO - Epoch [22][600/2505] lr: 5.000e-04, eta: 2 days, 2:22:43, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6651, top5_acc: 0.8432, loss_cls: 1.4003, loss: 1.4003, grad_norm: 18.1714 2020-08-10 10:44:44,244 - mmaction - INFO - Epoch [22][620/2505] lr: 5.000e-04, eta: 2 days, 2:22:00, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6781, top5_acc: 0.8547, loss_cls: 1.3301, loss: 1.3301, grad_norm: 18.6583 2020-08-10 10:45:21,629 - mmaction - INFO - Epoch [22][640/2505] lr: 5.000e-04, eta: 2 days, 2:21:17, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6656, top5_acc: 0.8443, loss_cls: 1.4344, loss: 1.4344, grad_norm: 19.3809 2020-08-10 10:45:59,059 - mmaction - INFO - Epoch [22][660/2505] lr: 5.000e-04, eta: 2 days, 2:20:34, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.6781, top5_acc: 0.8599, loss_cls: 1.3518, loss: 1.3518, grad_norm: 18.1009 2020-08-10 10:46:36,436 - mmaction - INFO - Epoch [22][680/2505] lr: 5.000e-04, eta: 2 days, 2:19:52, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6891, top5_acc: 0.8448, loss_cls: 1.3380, loss: 1.3380, grad_norm: 18.2714 2020-08-10 10:47:13,551 - mmaction - INFO - Epoch [22][700/2505] lr: 5.000e-04, eta: 2 days, 2:19:08, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.6891, top5_acc: 0.8583, loss_cls: 1.3155, loss: 1.3155, grad_norm: 18.3352 2020-08-10 10:47:50,734 - mmaction - INFO - Epoch [22][720/2505] lr: 5.000e-04, eta: 2 days, 2:18:25, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6625, top5_acc: 0.8448, loss_cls: 1.4543, loss: 1.4543, grad_norm: 17.7872 2020-08-10 10:48:27,876 - mmaction - INFO - Epoch [22][740/2505] lr: 5.000e-04, eta: 2 days, 2:17:42, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6719, top5_acc: 0.8453, loss_cls: 1.4181, loss: 1.4181, grad_norm: 19.0962 2020-08-10 10:49:05,305 - mmaction - INFO - Epoch [22][760/2505] lr: 5.000e-04, eta: 2 days, 2:16:59, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.6682, top5_acc: 0.8526, loss_cls: 1.3676, loss: 1.3676, grad_norm: 19.4866 2020-08-10 10:49:42,688 - mmaction - INFO - Epoch [22][780/2505] lr: 5.000e-04, eta: 2 days, 2:16:16, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6760, top5_acc: 0.8516, loss_cls: 1.3561, loss: 1.3561, grad_norm: 18.1622 2020-08-10 10:50:19,979 - mmaction - INFO - Epoch [22][800/2505] lr: 5.000e-04, eta: 2 days, 2:15:33, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6802, top5_acc: 0.8438, loss_cls: 1.3664, loss: 1.3664, grad_norm: 17.9767 2020-08-10 10:50:57,216 - mmaction - INFO - Epoch [22][820/2505] lr: 5.000e-04, eta: 2 days, 2:14:50, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6714, top5_acc: 0.8547, loss_cls: 1.3716, loss: 1.3716, grad_norm: 19.4223 2020-08-10 10:51:34,473 - mmaction - INFO - Epoch [22][840/2505] lr: 5.000e-04, eta: 2 days, 2:14:07, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6828, top5_acc: 0.8573, loss_cls: 1.3284, loss: 1.3284, grad_norm: 18.5904 2020-08-10 10:52:11,790 - mmaction - INFO - Epoch [22][860/2505] lr: 5.000e-04, eta: 2 days, 2:13:24, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6599, top5_acc: 0.8453, loss_cls: 1.4382, loss: 1.4382, grad_norm: 18.4347 2020-08-10 10:52:48,947 - mmaction - INFO - Epoch [22][880/2505] lr: 5.000e-04, eta: 2 days, 2:12:41, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6818, top5_acc: 0.8531, loss_cls: 1.3612, loss: 1.3612, grad_norm: 18.2985 2020-08-10 10:53:26,195 - mmaction - INFO - Epoch [22][900/2505] lr: 5.000e-04, eta: 2 days, 2:11:58, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6604, top5_acc: 0.8542, loss_cls: 1.3853, loss: 1.3853, grad_norm: 18.9238 2020-08-10 10:54:03,359 - mmaction - INFO - Epoch [22][920/2505] lr: 5.000e-04, eta: 2 days, 2:11:15, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6516, top5_acc: 0.8349, loss_cls: 1.4620, loss: 1.4620, grad_norm: 18.8618 2020-08-10 10:54:40,649 - mmaction - INFO - Epoch [22][940/2505] lr: 5.000e-04, eta: 2 days, 2:10:32, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6906, top5_acc: 0.8589, loss_cls: 1.2967, loss: 1.2967, grad_norm: 18.0894 2020-08-10 10:55:17,908 - mmaction - INFO - Epoch [22][960/2505] lr: 5.000e-04, eta: 2 days, 2:09:49, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6880, top5_acc: 0.8526, loss_cls: 1.3109, loss: 1.3109, grad_norm: 18.4196 2020-08-10 10:55:55,162 - mmaction - INFO - Epoch [22][980/2505] lr: 5.000e-04, eta: 2 days, 2:09:06, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6865, top5_acc: 0.8661, loss_cls: 1.3059, loss: 1.3059, grad_norm: 18.4220 2020-08-10 10:56:32,519 - mmaction - INFO - Epoch [22][1000/2505] lr: 5.000e-04, eta: 2 days, 2:08:23, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6797, top5_acc: 0.8484, loss_cls: 1.3497, loss: 1.3497, grad_norm: 18.2807 2020-08-10 10:57:09,729 - mmaction - INFO - Epoch [22][1020/2505] lr: 5.000e-04, eta: 2 days, 2:07:40, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6755, top5_acc: 0.8516, loss_cls: 1.3984, loss: 1.3984, grad_norm: 18.1630 2020-08-10 10:57:46,949 - mmaction - INFO - Epoch [22][1040/2505] lr: 5.000e-04, eta: 2 days, 2:06:57, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6651, top5_acc: 0.8589, loss_cls: 1.3405, loss: 1.3405, grad_norm: 18.8837 2020-08-10 10:58:24,154 - mmaction - INFO - Epoch [22][1060/2505] lr: 5.000e-04, eta: 2 days, 2:06:14, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6688, top5_acc: 0.8641, loss_cls: 1.3365, loss: 1.3365, grad_norm: 18.6499 2020-08-10 10:59:01,523 - mmaction - INFO - Epoch [22][1080/2505] lr: 5.000e-04, eta: 2 days, 2:05:31, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6781, top5_acc: 0.8484, loss_cls: 1.3763, loss: 1.3763, grad_norm: 18.5260 2020-08-10 10:59:38,932 - mmaction - INFO - Epoch [22][1100/2505] lr: 5.000e-04, eta: 2 days, 2:04:48, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6891, top5_acc: 0.8594, loss_cls: 1.3240, loss: 1.3240, grad_norm: 18.9154 2020-08-10 11:00:18,092 - mmaction - INFO - Epoch [22][1120/2505] lr: 5.000e-04, eta: 2 days, 2:04:09, time: 1.958, data_time: 0.003, memory: 8521, top1_acc: 0.6682, top5_acc: 0.8464, loss_cls: 1.3621, loss: 1.3621, grad_norm: 18.3485 2020-08-10 11:00:55,477 - mmaction - INFO - Epoch [22][1140/2505] lr: 5.000e-04, eta: 2 days, 2:03:26, time: 1.870, data_time: 0.011, memory: 8521, top1_acc: 0.6708, top5_acc: 0.8479, loss_cls: 1.3456, loss: 1.3456, grad_norm: 18.1535 2020-08-10 11:01:32,808 - mmaction - INFO - Epoch [22][1160/2505] lr: 5.000e-04, eta: 2 days, 2:02:43, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6927, top5_acc: 0.8656, loss_cls: 1.2955, loss: 1.2955, grad_norm: 19.1360 2020-08-10 11:02:09,941 - mmaction - INFO - Epoch [22][1180/2505] lr: 5.000e-04, eta: 2 days, 2:02:00, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6781, top5_acc: 0.8495, loss_cls: 1.3533, loss: 1.3533, grad_norm: 18.8113 2020-08-10 11:02:47,206 - mmaction - INFO - Epoch [22][1200/2505] lr: 5.000e-04, eta: 2 days, 2:01:17, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6703, top5_acc: 0.8458, loss_cls: 1.3813, loss: 1.3813, grad_norm: 17.9327 2020-08-10 11:03:24,432 - mmaction - INFO - Epoch [22][1220/2505] lr: 5.000e-04, eta: 2 days, 2:00:34, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6609, top5_acc: 0.8464, loss_cls: 1.3913, loss: 1.3913, grad_norm: 18.8620 2020-08-10 11:04:01,663 - mmaction - INFO - Epoch [22][1240/2505] lr: 5.000e-04, eta: 2 days, 1:59:51, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6740, top5_acc: 0.8557, loss_cls: 1.3452, loss: 1.3452, grad_norm: 17.9133 2020-08-10 11:04:38,912 - mmaction - INFO - Epoch [22][1260/2505] lr: 5.000e-04, eta: 2 days, 1:59:08, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6917, top5_acc: 0.8719, loss_cls: 1.2848, loss: 1.2848, grad_norm: 19.1538 2020-08-10 11:05:16,442 - mmaction - INFO - Epoch [22][1280/2505] lr: 5.000e-04, eta: 2 days, 1:58:25, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.6677, top5_acc: 0.8552, loss_cls: 1.3911, loss: 1.3911, grad_norm: 19.6090 2020-08-10 11:05:53,684 - mmaction - INFO - Epoch [22][1300/2505] lr: 5.000e-04, eta: 2 days, 1:57:42, time: 1.862, data_time: 0.003, memory: 8521, top1_acc: 0.6734, top5_acc: 0.8510, loss_cls: 1.4019, loss: 1.4019, grad_norm: 18.8347 2020-08-10 11:06:30,802 - mmaction - INFO - Epoch [22][1320/2505] lr: 5.000e-04, eta: 2 days, 1:56:59, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.6672, top5_acc: 0.8630, loss_cls: 1.3430, loss: 1.3430, grad_norm: 19.3073 2020-08-10 11:07:09,357 - mmaction - INFO - Epoch [22][1340/2505] lr: 5.000e-04, eta: 2 days, 1:56:19, time: 1.928, data_time: 0.069, memory: 8521, top1_acc: 0.6818, top5_acc: 0.8594, loss_cls: 1.3415, loss: 1.3415, grad_norm: 19.3170 2020-08-10 11:07:46,502 - mmaction - INFO - Epoch [22][1360/2505] lr: 5.000e-04, eta: 2 days, 1:55:35, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6802, top5_acc: 0.8542, loss_cls: 1.3729, loss: 1.3729, grad_norm: 17.8416 2020-08-10 11:08:23,874 - mmaction - INFO - Epoch [22][1380/2505] lr: 5.000e-04, eta: 2 days, 1:54:53, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6865, top5_acc: 0.8630, loss_cls: 1.3090, loss: 1.3090, grad_norm: 18.5407 2020-08-10 11:09:01,071 - mmaction - INFO - Epoch [22][1400/2505] lr: 5.000e-04, eta: 2 days, 1:54:10, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6734, top5_acc: 0.8391, loss_cls: 1.3813, loss: 1.3813, grad_norm: 18.4467 2020-08-10 11:09:38,229 - mmaction - INFO - Epoch [22][1420/2505] lr: 5.000e-04, eta: 2 days, 1:53:27, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6786, top5_acc: 0.8547, loss_cls: 1.3554, loss: 1.3554, grad_norm: 18.5597 2020-08-10 11:10:15,428 - mmaction - INFO - Epoch [22][1440/2505] lr: 5.000e-04, eta: 2 days, 1:52:44, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6880, top5_acc: 0.8500, loss_cls: 1.3057, loss: 1.3057, grad_norm: 17.8472 2020-08-10 11:10:52,823 - mmaction - INFO - Epoch [22][1460/2505] lr: 5.000e-04, eta: 2 days, 1:52:01, time: 1.870, data_time: 0.002, memory: 8521, top1_acc: 0.6615, top5_acc: 0.8573, loss_cls: 1.3606, loss: 1.3606, grad_norm: 18.7873 2020-08-10 11:11:29,963 - mmaction - INFO - Epoch [22][1480/2505] lr: 5.000e-04, eta: 2 days, 1:51:18, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6854, top5_acc: 0.8526, loss_cls: 1.3219, loss: 1.3219, grad_norm: 17.4994 2020-08-10 11:12:07,117 - mmaction - INFO - Epoch [22][1500/2505] lr: 5.000e-04, eta: 2 days, 1:50:35, time: 1.858, data_time: 0.002, memory: 8521, top1_acc: 0.6740, top5_acc: 0.8516, loss_cls: 1.3768, loss: 1.3768, grad_norm: 18.3680 2020-08-10 11:12:44,397 - mmaction - INFO - Epoch [22][1520/2505] lr: 5.000e-04, eta: 2 days, 1:49:52, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6786, top5_acc: 0.8464, loss_cls: 1.3708, loss: 1.3708, grad_norm: 18.3695 2020-08-10 11:13:21,697 - mmaction - INFO - Epoch [22][1540/2505] lr: 5.000e-04, eta: 2 days, 1:49:09, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6870, top5_acc: 0.8568, loss_cls: 1.3507, loss: 1.3507, grad_norm: 18.6542 2020-08-10 11:13:58,918 - mmaction - INFO - Epoch [22][1560/2505] lr: 5.000e-04, eta: 2 days, 1:48:26, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6573, top5_acc: 0.8406, loss_cls: 1.4427, loss: 1.4427, grad_norm: 18.7186 2020-08-10 11:14:36,099 - mmaction - INFO - Epoch [22][1580/2505] lr: 5.000e-04, eta: 2 days, 1:47:43, time: 1.858, data_time: 0.000, memory: 8521, top1_acc: 0.6776, top5_acc: 0.8510, loss_cls: 1.3357, loss: 1.3357, grad_norm: 17.6389 2020-08-10 11:15:30,646 - mmaction - INFO - Epoch [22][1600/2505] lr: 5.000e-04, eta: 2 days, 1:47:29, time: 2.727, data_time: 0.001, memory: 8521, top1_acc: 0.6667, top5_acc: 0.8443, loss_cls: 1.4154, loss: 1.4154, grad_norm: 18.2544 2020-08-10 11:16:07,877 - mmaction - INFO - Epoch [22][1620/2505] lr: 5.000e-04, eta: 2 days, 1:46:46, time: 1.862, data_time: 0.003, memory: 8521, top1_acc: 0.6943, top5_acc: 0.8667, loss_cls: 1.2926, loss: 1.2926, grad_norm: 18.6051 2020-08-10 11:16:46,180 - mmaction - INFO - Epoch [22][1640/2505] lr: 5.000e-04, eta: 2 days, 1:46:05, time: 1.915, data_time: 0.001, memory: 8521, top1_acc: 0.6776, top5_acc: 0.8698, loss_cls: 1.3305, loss: 1.3305, grad_norm: 18.3677 2020-08-10 11:17:23,531 - mmaction - INFO - Epoch [22][1660/2505] lr: 5.000e-04, eta: 2 days, 1:45:23, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6651, top5_acc: 0.8458, loss_cls: 1.4156, loss: 1.4156, grad_norm: 18.0791 2020-08-10 11:18:00,720 - mmaction - INFO - Epoch [22][1680/2505] lr: 5.000e-04, eta: 2 days, 1:44:40, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6891, top5_acc: 0.8589, loss_cls: 1.3362, loss: 1.3362, grad_norm: 18.3528 2020-08-10 11:18:37,913 - mmaction - INFO - Epoch [22][1700/2505] lr: 5.000e-04, eta: 2 days, 1:43:57, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6719, top5_acc: 0.8443, loss_cls: 1.3943, loss: 1.3943, grad_norm: 18.0313 2020-08-10 11:19:15,023 - mmaction - INFO - Epoch [22][1720/2505] lr: 5.000e-04, eta: 2 days, 1:43:13, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.6823, top5_acc: 0.8521, loss_cls: 1.3440, loss: 1.3440, grad_norm: 18.6672 2020-08-10 11:19:52,242 - mmaction - INFO - Epoch [22][1740/2505] lr: 5.000e-04, eta: 2 days, 1:42:31, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7010, top5_acc: 0.8667, loss_cls: 1.2645, loss: 1.2645, grad_norm: 17.6996 2020-08-10 11:20:29,537 - mmaction - INFO - Epoch [22][1760/2505] lr: 5.000e-04, eta: 2 days, 1:41:48, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6641, top5_acc: 0.8443, loss_cls: 1.4111, loss: 1.4111, grad_norm: 18.3156 2020-08-10 11:21:07,498 - mmaction - INFO - Epoch [22][1780/2505] lr: 5.000e-04, eta: 2 days, 1:41:06, time: 1.898, data_time: 0.004, memory: 8521, top1_acc: 0.6776, top5_acc: 0.8516, loss_cls: 1.3614, loss: 1.3614, grad_norm: 18.1583 2020-08-10 11:21:44,790 - mmaction - INFO - Epoch [22][1800/2505] lr: 5.000e-04, eta: 2 days, 1:40:23, time: 1.865, data_time: 0.002, memory: 8521, top1_acc: 0.6724, top5_acc: 0.8573, loss_cls: 1.3257, loss: 1.3257, grad_norm: 18.7096 2020-08-10 11:22:22,109 - mmaction - INFO - Epoch [22][1820/2505] lr: 5.000e-04, eta: 2 days, 1:39:40, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6849, top5_acc: 0.8630, loss_cls: 1.3117, loss: 1.3117, grad_norm: 18.3392 2020-08-10 11:22:59,301 - mmaction - INFO - Epoch [22][1840/2505] lr: 5.000e-04, eta: 2 days, 1:38:58, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6833, top5_acc: 0.8531, loss_cls: 1.3072, loss: 1.3072, grad_norm: 18.4059 2020-08-10 11:23:36,474 - mmaction - INFO - Epoch [22][1860/2505] lr: 5.000e-04, eta: 2 days, 1:38:15, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6849, top5_acc: 0.8594, loss_cls: 1.3390, loss: 1.3390, grad_norm: 19.5867 2020-08-10 11:24:13,619 - mmaction - INFO - Epoch [22][1880/2505] lr: 5.000e-04, eta: 2 days, 1:37:32, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6500, top5_acc: 0.8490, loss_cls: 1.4282, loss: 1.4282, grad_norm: 18.0764 2020-08-10 11:24:51,710 - mmaction - INFO - Epoch [22][1900/2505] lr: 5.000e-04, eta: 2 days, 1:36:50, time: 1.904, data_time: 0.001, memory: 8521, top1_acc: 0.6703, top5_acc: 0.8484, loss_cls: 1.3746, loss: 1.3746, grad_norm: 18.0111 2020-08-10 11:25:29,271 - mmaction - INFO - Epoch [22][1920/2505] lr: 5.000e-04, eta: 2 days, 1:36:08, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.6896, top5_acc: 0.8573, loss_cls: 1.3251, loss: 1.3251, grad_norm: 18.5107 2020-08-10 11:26:07,694 - mmaction - INFO - Epoch [22][1940/2505] lr: 5.000e-04, eta: 2 days, 1:35:27, time: 1.921, data_time: 0.004, memory: 8521, top1_acc: 0.6771, top5_acc: 0.8495, loss_cls: 1.3489, loss: 1.3489, grad_norm: 18.0932 2020-08-10 11:26:44,869 - mmaction - INFO - Epoch [22][1960/2505] lr: 5.000e-04, eta: 2 days, 1:34:44, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6807, top5_acc: 0.8516, loss_cls: 1.3717, loss: 1.3717, grad_norm: 18.1283 2020-08-10 11:27:21,984 - mmaction - INFO - Epoch [22][1980/2505] lr: 5.000e-04, eta: 2 days, 1:34:01, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.6750, top5_acc: 0.8505, loss_cls: 1.3811, loss: 1.3811, grad_norm: 18.5550 2020-08-10 11:27:59,266 - mmaction - INFO - Epoch [22][2000/2505] lr: 5.000e-04, eta: 2 days, 1:33:18, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6771, top5_acc: 0.8557, loss_cls: 1.3513, loss: 1.3513, grad_norm: 18.3713 2020-08-10 11:28:36,502 - mmaction - INFO - Epoch [22][2020/2505] lr: 5.000e-04, eta: 2 days, 1:32:35, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6813, top5_acc: 0.8536, loss_cls: 1.3140, loss: 1.3140, grad_norm: 18.0592 2020-08-10 11:29:13,804 - mmaction - INFO - Epoch [22][2040/2505] lr: 5.000e-04, eta: 2 days, 1:31:53, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6703, top5_acc: 0.8448, loss_cls: 1.3781, loss: 1.3781, grad_norm: 17.9270 2020-08-10 11:29:51,028 - mmaction - INFO - Epoch [22][2060/2505] lr: 5.000e-04, eta: 2 days, 1:31:10, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6745, top5_acc: 0.8563, loss_cls: 1.3531, loss: 1.3531, grad_norm: 18.6025 2020-08-10 11:30:28,152 - mmaction - INFO - Epoch [22][2080/2505] lr: 5.000e-04, eta: 2 days, 1:30:27, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.6703, top5_acc: 0.8615, loss_cls: 1.3655, loss: 1.3655, grad_norm: 19.3363 2020-08-10 11:31:05,493 - mmaction - INFO - Epoch [22][2100/2505] lr: 5.000e-04, eta: 2 days, 1:29:44, time: 1.867, data_time: 0.004, memory: 8521, top1_acc: 0.6797, top5_acc: 0.8578, loss_cls: 1.3485, loss: 1.3485, grad_norm: 18.5005 2020-08-10 11:31:42,565 - mmaction - INFO - Epoch [22][2120/2505] lr: 5.000e-04, eta: 2 days, 1:29:01, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.6677, top5_acc: 0.8396, loss_cls: 1.4000, loss: 1.4000, grad_norm: 18.3798 2020-08-10 11:32:19,831 - mmaction - INFO - Epoch [22][2140/2505] lr: 5.000e-04, eta: 2 days, 1:28:18, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6854, top5_acc: 0.8589, loss_cls: 1.2999, loss: 1.2999, grad_norm: 18.6077 2020-08-10 11:32:57,057 - mmaction - INFO - Epoch [22][2160/2505] lr: 5.000e-04, eta: 2 days, 1:27:35, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6724, top5_acc: 0.8568, loss_cls: 1.3247, loss: 1.3247, grad_norm: 18.3992 2020-08-10 11:33:34,271 - mmaction - INFO - Epoch [22][2180/2505] lr: 5.000e-04, eta: 2 days, 1:26:52, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6797, top5_acc: 0.8661, loss_cls: 1.3175, loss: 1.3175, grad_norm: 18.3136 2020-08-10 11:34:11,531 - mmaction - INFO - Epoch [22][2200/2505] lr: 5.000e-04, eta: 2 days, 1:26:10, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6948, top5_acc: 0.8583, loss_cls: 1.3289, loss: 1.3289, grad_norm: 18.2348 2020-08-10 11:34:48,627 - mmaction - INFO - Epoch [22][2220/2505] lr: 5.000e-04, eta: 2 days, 1:25:27, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.6839, top5_acc: 0.8557, loss_cls: 1.2962, loss: 1.2962, grad_norm: 17.5105 2020-08-10 11:35:26,566 - mmaction - INFO - Epoch [22][2240/2505] lr: 5.000e-04, eta: 2 days, 1:24:45, time: 1.897, data_time: 0.001, memory: 8521, top1_acc: 0.6875, top5_acc: 0.8604, loss_cls: 1.3345, loss: 1.3345, grad_norm: 18.1809 2020-08-10 11:36:03,762 - mmaction - INFO - Epoch [22][2260/2505] lr: 5.000e-04, eta: 2 days, 1:24:02, time: 1.860, data_time: 0.002, memory: 8521, top1_acc: 0.6781, top5_acc: 0.8495, loss_cls: 1.3846, loss: 1.3846, grad_norm: 18.8104 2020-08-10 11:36:41,047 - mmaction - INFO - Epoch [22][2280/2505] lr: 5.000e-04, eta: 2 days, 1:23:19, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6807, top5_acc: 0.8682, loss_cls: 1.2969, loss: 1.2969, grad_norm: 18.1071 2020-08-10 11:37:18,187 - mmaction - INFO - Epoch [22][2300/2505] lr: 5.000e-04, eta: 2 days, 1:22:36, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6719, top5_acc: 0.8542, loss_cls: 1.3658, loss: 1.3658, grad_norm: 17.8974 2020-08-10 11:37:55,511 - mmaction - INFO - Epoch [22][2320/2505] lr: 5.000e-04, eta: 2 days, 1:21:54, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6516, top5_acc: 0.8411, loss_cls: 1.4556, loss: 1.4556, grad_norm: 18.4953 2020-08-10 11:38:32,684 - mmaction - INFO - Epoch [22][2340/2505] lr: 5.000e-04, eta: 2 days, 1:21:11, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6880, top5_acc: 0.8635, loss_cls: 1.3108, loss: 1.3108, grad_norm: 18.4618 2020-08-10 11:39:09,915 - mmaction - INFO - Epoch [22][2360/2505] lr: 5.000e-04, eta: 2 days, 1:20:28, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6802, top5_acc: 0.8724, loss_cls: 1.3024, loss: 1.3024, grad_norm: 18.3111 2020-08-10 11:39:48,707 - mmaction - INFO - Epoch [22][2380/2505] lr: 5.000e-04, eta: 2 days, 1:19:48, time: 1.940, data_time: 0.001, memory: 8521, top1_acc: 0.6875, top5_acc: 0.8573, loss_cls: 1.3568, loss: 1.3568, grad_norm: 17.8965 2020-08-10 11:40:27,265 - mmaction - INFO - Epoch [22][2400/2505] lr: 5.000e-04, eta: 2 days, 1:19:07, time: 1.927, data_time: 0.001, memory: 8521, top1_acc: 0.6911, top5_acc: 0.8615, loss_cls: 1.3270, loss: 1.3270, grad_norm: 18.1629 2020-08-10 11:41:04,435 - mmaction - INFO - Epoch [22][2420/2505] lr: 5.000e-04, eta: 2 days, 1:18:24, time: 1.859, data_time: 0.003, memory: 8521, top1_acc: 0.6641, top5_acc: 0.8469, loss_cls: 1.3847, loss: 1.3847, grad_norm: 19.2541 2020-08-10 11:41:41,654 - mmaction - INFO - Epoch [22][2440/2505] lr: 5.000e-04, eta: 2 days, 1:17:42, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6740, top5_acc: 0.8578, loss_cls: 1.3564, loss: 1.3564, grad_norm: 17.6781 2020-08-10 11:42:18,733 - mmaction - INFO - Epoch [22][2460/2505] lr: 5.000e-04, eta: 2 days, 1:16:59, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.6667, top5_acc: 0.8557, loss_cls: 1.3859, loss: 1.3859, grad_norm: 17.9735 2020-08-10 11:42:57,343 - mmaction - INFO - Epoch [22][2480/2505] lr: 5.000e-04, eta: 2 days, 1:16:18, time: 1.930, data_time: 0.001, memory: 8521, top1_acc: 0.6865, top5_acc: 0.8703, loss_cls: 1.2896, loss: 1.2896, grad_norm: 18.1375 2020-08-10 11:43:34,416 - mmaction - INFO - Epoch [22][2500/2505] lr: 5.000e-04, eta: 2 days, 1:15:35, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.6833, top5_acc: 0.8552, loss_cls: 1.3304, loss: 1.3304, grad_norm: 18.6511 2020-08-10 11:43:52,531 - mmaction - INFO - Saving checkpoint at 22 epochs 2020-08-10 11:46:00,050 - mmaction - INFO - Epoch [23][20/2505] lr: 5.000e-04, eta: 2 days, 1:16:51, time: 6.290, data_time: 3.012, memory: 8521, top1_acc: 0.6901, top5_acc: 0.8661, loss_cls: 1.2957, loss: 1.2957, grad_norm: 18.3899 2020-08-10 11:46:38,284 - mmaction - INFO - Epoch [23][40/2505] lr: 5.000e-04, eta: 2 days, 1:16:10, time: 1.912, data_time: 0.032, memory: 8521, top1_acc: 0.6870, top5_acc: 0.8604, loss_cls: 1.2746, loss: 1.2746, grad_norm: 17.5115 2020-08-10 11:47:15,802 - mmaction - INFO - Epoch [23][60/2505] lr: 5.000e-04, eta: 2 days, 1:15:28, time: 1.876, data_time: 0.002, memory: 8521, top1_acc: 0.6995, top5_acc: 0.8604, loss_cls: 1.2937, loss: 1.2937, grad_norm: 18.2615 2020-08-10 11:47:53,364 - mmaction - INFO - Epoch [23][80/2505] lr: 5.000e-04, eta: 2 days, 1:14:46, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.6917, top5_acc: 0.8656, loss_cls: 1.2750, loss: 1.2750, grad_norm: 18.6221 2020-08-10 11:48:30,737 - mmaction - INFO - Epoch [23][100/2505] lr: 5.000e-04, eta: 2 days, 1:14:03, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.3195, loss: 1.3195, grad_norm: 18.8859 2020-08-10 11:49:08,118 - mmaction - INFO - Epoch [23][120/2505] lr: 5.000e-04, eta: 2 days, 1:13:20, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6740, top5_acc: 0.8542, loss_cls: 1.3369, loss: 1.3369, grad_norm: 18.0428 2020-08-10 11:49:46,521 - mmaction - INFO - Epoch [23][140/2505] lr: 5.000e-04, eta: 2 days, 1:12:39, time: 1.920, data_time: 0.001, memory: 8521, top1_acc: 0.6823, top5_acc: 0.8583, loss_cls: 1.3750, loss: 1.3750, grad_norm: 18.0547 2020-08-10 11:50:26,399 - mmaction - INFO - Epoch [23][160/2505] lr: 5.000e-04, eta: 2 days, 1:12:01, time: 1.994, data_time: 0.001, memory: 8521, top1_acc: 0.6901, top5_acc: 0.8635, loss_cls: 1.2984, loss: 1.2984, grad_norm: 17.8087 2020-08-10 11:51:04,107 - mmaction - INFO - Epoch [23][180/2505] lr: 5.000e-04, eta: 2 days, 1:11:19, time: 1.886, data_time: 0.004, memory: 8521, top1_acc: 0.6885, top5_acc: 0.8630, loss_cls: 1.3049, loss: 1.3049, grad_norm: 18.2777 2020-08-10 11:51:41,843 - mmaction - INFO - Epoch [23][200/2505] lr: 5.000e-04, eta: 2 days, 1:10:37, time: 1.887, data_time: 0.001, memory: 8521, top1_acc: 0.6750, top5_acc: 0.8620, loss_cls: 1.3107, loss: 1.3107, grad_norm: 19.0268 2020-08-10 11:52:19,426 - mmaction - INFO - Epoch [23][220/2505] lr: 5.000e-04, eta: 2 days, 1:09:55, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.6734, top5_acc: 0.8552, loss_cls: 1.3541, loss: 1.3541, grad_norm: 18.1786 2020-08-10 11:52:56,844 - mmaction - INFO - Epoch [23][240/2505] lr: 5.000e-04, eta: 2 days, 1:09:12, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.6823, top5_acc: 0.8542, loss_cls: 1.3308, loss: 1.3308, grad_norm: 19.1341 2020-08-10 11:53:34,319 - mmaction - INFO - Epoch [23][260/2505] lr: 5.000e-04, eta: 2 days, 1:08:30, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.6875, top5_acc: 0.8781, loss_cls: 1.2791, loss: 1.2791, grad_norm: 17.9873 2020-08-10 11:54:11,757 - mmaction - INFO - Epoch [23][280/2505] lr: 5.000e-04, eta: 2 days, 1:07:47, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.6766, top5_acc: 0.8594, loss_cls: 1.3285, loss: 1.3285, grad_norm: 18.7389 2020-08-10 11:54:49,415 - mmaction - INFO - Epoch [23][300/2505] lr: 5.000e-04, eta: 2 days, 1:07:05, time: 1.883, data_time: 0.001, memory: 8521, top1_acc: 0.6646, top5_acc: 0.8495, loss_cls: 1.3762, loss: 1.3762, grad_norm: 19.0452 2020-08-10 11:55:26,765 - mmaction - INFO - Epoch [23][320/2505] lr: 5.000e-04, eta: 2 days, 1:06:23, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6833, top5_acc: 0.8599, loss_cls: 1.3212, loss: 1.3212, grad_norm: 18.7800 2020-08-10 11:56:04,233 - mmaction - INFO - Epoch [23][340/2505] lr: 5.000e-04, eta: 2 days, 1:05:40, time: 1.873, data_time: 0.004, memory: 8521, top1_acc: 0.6771, top5_acc: 0.8641, loss_cls: 1.3057, loss: 1.3057, grad_norm: 18.9794 2020-08-10 11:56:41,451 - mmaction - INFO - Epoch [23][360/2505] lr: 5.000e-04, eta: 2 days, 1:04:58, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6797, top5_acc: 0.8563, loss_cls: 1.3315, loss: 1.3315, grad_norm: 18.7031 2020-08-10 11:57:18,704 - mmaction - INFO - Epoch [23][380/2505] lr: 5.000e-04, eta: 2 days, 1:04:15, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6828, top5_acc: 0.8365, loss_cls: 1.4010, loss: 1.4010, grad_norm: 18.1475 2020-08-10 11:57:55,922 - mmaction - INFO - Epoch [23][400/2505] lr: 5.000e-04, eta: 2 days, 1:03:32, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6938, top5_acc: 0.8635, loss_cls: 1.3038, loss: 1.3038, grad_norm: 18.2737 2020-08-10 11:58:33,150 - mmaction - INFO - Epoch [23][420/2505] lr: 5.000e-04, eta: 2 days, 1:02:49, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6854, top5_acc: 0.8745, loss_cls: 1.2580, loss: 1.2580, grad_norm: 18.1035 2020-08-10 11:59:10,521 - mmaction - INFO - Epoch [23][440/2505] lr: 5.000e-04, eta: 2 days, 1:02:07, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6786, top5_acc: 0.8620, loss_cls: 1.3320, loss: 1.3320, grad_norm: 18.5082 2020-08-10 11:59:47,712 - mmaction - INFO - Epoch [23][460/2505] lr: 5.000e-04, eta: 2 days, 1:01:24, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6729, top5_acc: 0.8547, loss_cls: 1.3330, loss: 1.3330, grad_norm: 18.2024 2020-08-10 12:00:26,357 - mmaction - INFO - Epoch [23][480/2505] lr: 5.000e-04, eta: 2 days, 1:00:43, time: 1.932, data_time: 0.001, memory: 8521, top1_acc: 0.6776, top5_acc: 0.8547, loss_cls: 1.3288, loss: 1.3288, grad_norm: 18.3984 2020-08-10 12:01:03,839 - mmaction - INFO - Epoch [23][500/2505] lr: 5.000e-04, eta: 2 days, 1:00:01, time: 1.875, data_time: 0.010, memory: 8521, top1_acc: 0.6813, top5_acc: 0.8594, loss_cls: 1.3052, loss: 1.3052, grad_norm: 19.4245 2020-08-10 12:01:58,249 - mmaction - INFO - Epoch [23][520/2505] lr: 5.000e-04, eta: 2 days, 0:59:46, time: 2.721, data_time: 0.001, memory: 8521, top1_acc: 0.6875, top5_acc: 0.8594, loss_cls: 1.3023, loss: 1.3023, grad_norm: 18.5262 2020-08-10 12:02:35,429 - mmaction - INFO - Epoch [23][540/2505] lr: 5.000e-04, eta: 2 days, 0:59:03, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6641, top5_acc: 0.8526, loss_cls: 1.4159, loss: 1.4159, grad_norm: 19.0624 2020-08-10 12:03:13,590 - mmaction - INFO - Epoch [23][560/2505] lr: 5.000e-04, eta: 2 days, 0:58:22, time: 1.908, data_time: 0.001, memory: 8521, top1_acc: 0.6714, top5_acc: 0.8521, loss_cls: 1.3838, loss: 1.3838, grad_norm: 18.6837 2020-08-10 12:03:50,807 - mmaction - INFO - Epoch [23][580/2505] lr: 5.000e-04, eta: 2 days, 0:57:39, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6708, top5_acc: 0.8573, loss_cls: 1.3566, loss: 1.3566, grad_norm: 18.4251 2020-08-10 12:04:28,058 - mmaction - INFO - Epoch [23][600/2505] lr: 5.000e-04, eta: 2 days, 0:56:57, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6750, top5_acc: 0.8516, loss_cls: 1.3699, loss: 1.3699, grad_norm: 19.2463 2020-08-10 12:05:05,327 - mmaction - INFO - Epoch [23][620/2505] lr: 5.000e-04, eta: 2 days, 0:56:14, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6766, top5_acc: 0.8615, loss_cls: 1.3038, loss: 1.3038, grad_norm: 18.5832 2020-08-10 12:05:42,574 - mmaction - INFO - Epoch [23][640/2505] lr: 5.000e-04, eta: 2 days, 0:55:31, time: 1.863, data_time: 0.002, memory: 8521, top1_acc: 0.6937, top5_acc: 0.8531, loss_cls: 1.3402, loss: 1.3402, grad_norm: 18.3284 2020-08-10 12:06:21,249 - mmaction - INFO - Epoch [23][660/2505] lr: 5.000e-04, eta: 2 days, 0:54:51, time: 1.934, data_time: 0.001, memory: 8521, top1_acc: 0.6740, top5_acc: 0.8557, loss_cls: 1.3660, loss: 1.3660, grad_norm: 18.4390 2020-08-10 12:06:58,572 - mmaction - INFO - Epoch [23][680/2505] lr: 5.000e-04, eta: 2 days, 0:54:08, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6750, top5_acc: 0.8599, loss_cls: 1.3257, loss: 1.3257, grad_norm: 17.9174 2020-08-10 12:07:35,772 - mmaction - INFO - Epoch [23][700/2505] lr: 5.000e-04, eta: 2 days, 0:53:25, time: 1.860, data_time: 0.000, memory: 8521, top1_acc: 0.6719, top5_acc: 0.8755, loss_cls: 1.2870, loss: 1.2870, grad_norm: 19.0456 2020-08-10 12:08:13,012 - mmaction - INFO - Epoch [23][720/2505] lr: 5.000e-04, eta: 2 days, 0:52:43, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6401, top5_acc: 0.8474, loss_cls: 1.4375, loss: 1.4375, grad_norm: 18.9270 2020-08-10 12:08:50,259 - mmaction - INFO - Epoch [23][740/2505] lr: 5.000e-04, eta: 2 days, 0:52:00, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6948, top5_acc: 0.8594, loss_cls: 1.2593, loss: 1.2593, grad_norm: 17.6566 2020-08-10 12:09:27,534 - mmaction - INFO - Epoch [23][760/2505] lr: 5.000e-04, eta: 2 days, 0:51:17, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6807, top5_acc: 0.8557, loss_cls: 1.3324, loss: 1.3324, grad_norm: 17.7627 2020-08-10 12:10:04,754 - mmaction - INFO - Epoch [23][780/2505] lr: 5.000e-04, eta: 2 days, 0:50:35, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6979, top5_acc: 0.8687, loss_cls: 1.2765, loss: 1.2765, grad_norm: 18.5603 2020-08-10 12:10:41,924 - mmaction - INFO - Epoch [23][800/2505] lr: 5.000e-04, eta: 2 days, 0:49:52, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6901, top5_acc: 0.8547, loss_cls: 1.2997, loss: 1.2997, grad_norm: 18.2504 2020-08-10 12:11:19,180 - mmaction - INFO - Epoch [23][820/2505] lr: 5.000e-04, eta: 2 days, 0:49:09, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6760, top5_acc: 0.8531, loss_cls: 1.3985, loss: 1.3985, grad_norm: 18.6703 2020-08-10 12:11:56,403 - mmaction - INFO - Epoch [23][840/2505] lr: 5.000e-04, eta: 2 days, 0:48:26, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6839, top5_acc: 0.8453, loss_cls: 1.3672, loss: 1.3672, grad_norm: 18.4255 2020-08-10 12:12:35,209 - mmaction - INFO - Epoch [23][860/2505] lr: 5.000e-04, eta: 2 days, 0:47:46, time: 1.940, data_time: 0.001, memory: 8521, top1_acc: 0.6813, top5_acc: 0.8609, loss_cls: 1.3369, loss: 1.3369, grad_norm: 18.3125 2020-08-10 12:13:12,486 - mmaction - INFO - Epoch [23][880/2505] lr: 5.000e-04, eta: 2 days, 0:47:04, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7115, top5_acc: 0.8740, loss_cls: 1.1916, loss: 1.1916, grad_norm: 17.7010 2020-08-10 12:13:49,658 - mmaction - INFO - Epoch [23][900/2505] lr: 5.000e-04, eta: 2 days, 0:46:21, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6776, top5_acc: 0.8557, loss_cls: 1.3358, loss: 1.3358, grad_norm: 18.9982 2020-08-10 12:14:26,889 - mmaction - INFO - Epoch [23][920/2505] lr: 5.000e-04, eta: 2 days, 0:45:38, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6797, top5_acc: 0.8531, loss_cls: 1.3430, loss: 1.3430, grad_norm: 18.9634 2020-08-10 12:15:05,847 - mmaction - INFO - Epoch [23][940/2505] lr: 5.000e-04, eta: 2 days, 0:44:58, time: 1.948, data_time: 0.001, memory: 8521, top1_acc: 0.6734, top5_acc: 0.8505, loss_cls: 1.3792, loss: 1.3792, grad_norm: 18.1224 2020-08-10 12:15:43,139 - mmaction - INFO - Epoch [23][960/2505] lr: 5.000e-04, eta: 2 days, 0:44:16, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6833, top5_acc: 0.8568, loss_cls: 1.3140, loss: 1.3140, grad_norm: 18.2414 2020-08-10 12:16:20,488 - mmaction - INFO - Epoch [23][980/2505] lr: 5.000e-04, eta: 2 days, 0:43:33, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6792, top5_acc: 0.8536, loss_cls: 1.3355, loss: 1.3355, grad_norm: 18.1180 2020-08-10 12:16:57,643 - mmaction - INFO - Epoch [23][1000/2505] lr: 5.000e-04, eta: 2 days, 0:42:50, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6823, top5_acc: 0.8604, loss_cls: 1.3281, loss: 1.3281, grad_norm: 18.2083 2020-08-10 12:17:34,805 - mmaction - INFO - Epoch [23][1020/2505] lr: 5.000e-04, eta: 2 days, 0:42:08, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6854, top5_acc: 0.8542, loss_cls: 1.3583, loss: 1.3583, grad_norm: 17.8968 2020-08-10 12:18:12,134 - mmaction - INFO - Epoch [23][1040/2505] lr: 5.000e-04, eta: 2 days, 0:41:25, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6672, top5_acc: 0.8536, loss_cls: 1.4018, loss: 1.4018, grad_norm: 18.6772 2020-08-10 12:18:49,308 - mmaction - INFO - Epoch [23][1060/2505] lr: 5.000e-04, eta: 2 days, 0:40:42, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6802, top5_acc: 0.8635, loss_cls: 1.3199, loss: 1.3199, grad_norm: 19.2340 2020-08-10 12:19:26,446 - mmaction - INFO - Epoch [23][1080/2505] lr: 5.000e-04, eta: 2 days, 0:40:00, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6766, top5_acc: 0.8630, loss_cls: 1.3783, loss: 1.3783, grad_norm: 18.1201 2020-08-10 12:20:03,512 - mmaction - INFO - Epoch [23][1100/2505] lr: 5.000e-04, eta: 2 days, 0:39:17, time: 1.853, data_time: 0.001, memory: 8521, top1_acc: 0.6708, top5_acc: 0.8521, loss_cls: 1.3311, loss: 1.3311, grad_norm: 19.0198 2020-08-10 12:20:40,981 - mmaction - INFO - Epoch [23][1120/2505] lr: 5.000e-04, eta: 2 days, 0:38:34, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.6813, top5_acc: 0.8578, loss_cls: 1.3194, loss: 1.3194, grad_norm: 18.8754 2020-08-10 12:21:18,144 - mmaction - INFO - Epoch [23][1140/2505] lr: 5.000e-04, eta: 2 days, 0:37:52, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6833, top5_acc: 0.8625, loss_cls: 1.2954, loss: 1.2954, grad_norm: 18.1420 2020-08-10 12:21:55,296 - mmaction - INFO - Epoch [23][1160/2505] lr: 5.000e-04, eta: 2 days, 0:37:09, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6792, top5_acc: 0.8625, loss_cls: 1.3062, loss: 1.3062, grad_norm: 18.3775 2020-08-10 12:22:32,495 - mmaction - INFO - Epoch [23][1180/2505] lr: 5.000e-04, eta: 2 days, 0:36:26, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6667, top5_acc: 0.8573, loss_cls: 1.3756, loss: 1.3756, grad_norm: 18.7129 2020-08-10 12:23:09,676 - mmaction - INFO - Epoch [23][1200/2505] lr: 5.000e-04, eta: 2 days, 0:35:43, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6708, top5_acc: 0.8536, loss_cls: 1.3767, loss: 1.3767, grad_norm: 18.9446 2020-08-10 12:23:47,348 - mmaction - INFO - Epoch [23][1220/2505] lr: 5.000e-04, eta: 2 days, 0:35:02, time: 1.884, data_time: 0.001, memory: 8521, top1_acc: 0.6682, top5_acc: 0.8589, loss_cls: 1.3648, loss: 1.3648, grad_norm: 18.7897 2020-08-10 12:24:24,613 - mmaction - INFO - Epoch [23][1240/2505] lr: 5.000e-04, eta: 2 days, 0:34:19, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6599, top5_acc: 0.8464, loss_cls: 1.3980, loss: 1.3980, grad_norm: 18.4026 2020-08-10 12:25:01,768 - mmaction - INFO - Epoch [23][1260/2505] lr: 5.000e-04, eta: 2 days, 0:33:36, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6734, top5_acc: 0.8750, loss_cls: 1.3132, loss: 1.3132, grad_norm: 18.4780 2020-08-10 12:25:39,053 - mmaction - INFO - Epoch [23][1280/2505] lr: 5.000e-04, eta: 2 days, 0:32:54, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6698, top5_acc: 0.8547, loss_cls: 1.3492, loss: 1.3492, grad_norm: 17.6295 2020-08-10 12:26:16,655 - mmaction - INFO - Epoch [23][1300/2505] lr: 5.000e-04, eta: 2 days, 0:32:12, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.6687, top5_acc: 0.8557, loss_cls: 1.3498, loss: 1.3498, grad_norm: 18.3370 2020-08-10 12:26:53,865 - mmaction - INFO - Epoch [23][1320/2505] lr: 5.000e-04, eta: 2 days, 0:31:29, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6578, top5_acc: 0.8427, loss_cls: 1.4223, loss: 1.4223, grad_norm: 19.0567 2020-08-10 12:27:31,072 - mmaction - INFO - Epoch [23][1340/2505] lr: 5.000e-04, eta: 2 days, 0:30:46, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6573, top5_acc: 0.8432, loss_cls: 1.3946, loss: 1.3946, grad_norm: 17.9821 2020-08-10 12:28:08,244 - mmaction - INFO - Epoch [23][1360/2505] lr: 5.000e-04, eta: 2 days, 0:30:04, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6620, top5_acc: 0.8458, loss_cls: 1.4068, loss: 1.4068, grad_norm: 18.6010 2020-08-10 12:29:02,802 - mmaction - INFO - Epoch [23][1380/2505] lr: 5.000e-04, eta: 2 days, 0:29:48, time: 2.728, data_time: 0.001, memory: 8521, top1_acc: 0.6828, top5_acc: 0.8479, loss_cls: 1.3661, loss: 1.3661, grad_norm: 18.5572 2020-08-10 12:29:40,041 - mmaction - INFO - Epoch [23][1400/2505] lr: 5.000e-04, eta: 2 days, 0:29:06, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6948, top5_acc: 0.8667, loss_cls: 1.2703, loss: 1.2703, grad_norm: 17.8181 2020-08-10 12:30:17,235 - mmaction - INFO - Epoch [23][1420/2505] lr: 5.000e-04, eta: 2 days, 0:28:23, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6563, top5_acc: 0.8594, loss_cls: 1.3809, loss: 1.3809, grad_norm: 18.3789 2020-08-10 12:30:54,470 - mmaction - INFO - Epoch [23][1440/2505] lr: 5.000e-04, eta: 2 days, 0:27:41, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6573, top5_acc: 0.8469, loss_cls: 1.4069, loss: 1.4069, grad_norm: 18.2369 2020-08-10 12:31:31,737 - mmaction - INFO - Epoch [23][1460/2505] lr: 5.000e-04, eta: 2 days, 0:26:58, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6859, top5_acc: 0.8656, loss_cls: 1.2880, loss: 1.2880, grad_norm: 18.3852 2020-08-10 12:32:08,950 - mmaction - INFO - Epoch [23][1480/2505] lr: 5.000e-04, eta: 2 days, 0:26:15, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6719, top5_acc: 0.8557, loss_cls: 1.3810, loss: 1.3810, grad_norm: 18.4477 2020-08-10 12:32:46,254 - mmaction - INFO - Epoch [23][1500/2505] lr: 5.000e-04, eta: 2 days, 0:25:33, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6870, top5_acc: 0.8542, loss_cls: 1.3395, loss: 1.3395, grad_norm: 18.6133 2020-08-10 12:33:23,463 - mmaction - INFO - Epoch [23][1520/2505] lr: 5.000e-04, eta: 2 days, 0:24:50, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6620, top5_acc: 0.8521, loss_cls: 1.3866, loss: 1.3866, grad_norm: 18.8274 2020-08-10 12:34:01,836 - mmaction - INFO - Epoch [23][1540/2505] lr: 5.000e-04, eta: 2 days, 0:24:09, time: 1.919, data_time: 0.001, memory: 8521, top1_acc: 0.6813, top5_acc: 0.8594, loss_cls: 1.3306, loss: 1.3306, grad_norm: 18.6535 2020-08-10 12:34:39,104 - mmaction - INFO - Epoch [23][1560/2505] lr: 5.000e-04, eta: 2 days, 0:23:27, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6844, top5_acc: 0.8562, loss_cls: 1.3412, loss: 1.3412, grad_norm: 17.7837 2020-08-10 12:35:16,305 - mmaction - INFO - Epoch [23][1580/2505] lr: 5.000e-04, eta: 2 days, 0:22:44, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6719, top5_acc: 0.8505, loss_cls: 1.3773, loss: 1.3773, grad_norm: 18.9336 2020-08-10 12:35:53,464 - mmaction - INFO - Epoch [23][1600/2505] lr: 5.000e-04, eta: 2 days, 0:22:02, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6740, top5_acc: 0.8651, loss_cls: 1.3404, loss: 1.3404, grad_norm: 17.9531 2020-08-10 12:36:30,840 - mmaction - INFO - Epoch [23][1620/2505] lr: 5.000e-04, eta: 2 days, 0:21:19, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6755, top5_acc: 0.8365, loss_cls: 1.4641, loss: 1.4641, grad_norm: 17.8366 2020-08-10 12:37:08,044 - mmaction - INFO - Epoch [23][1640/2505] lr: 5.000e-04, eta: 2 days, 0:20:37, time: 1.860, data_time: 0.002, memory: 8521, top1_acc: 0.6958, top5_acc: 0.8672, loss_cls: 1.2588, loss: 1.2588, grad_norm: 17.8791 2020-08-10 12:37:45,236 - mmaction - INFO - Epoch [23][1660/2505] lr: 5.000e-04, eta: 2 days, 0:19:54, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6677, top5_acc: 0.8484, loss_cls: 1.4164, loss: 1.4164, grad_norm: 18.4509 2020-08-10 12:38:39,761 - mmaction - INFO - Epoch [23][1680/2505] lr: 5.000e-04, eta: 2 days, 0:19:39, time: 2.726, data_time: 0.001, memory: 8521, top1_acc: 0.6865, top5_acc: 0.8833, loss_cls: 1.2613, loss: 1.2613, grad_norm: 19.2288 2020-08-10 12:39:16,998 - mmaction - INFO - Epoch [23][1700/2505] lr: 5.000e-04, eta: 2 days, 0:18:56, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6641, top5_acc: 0.8573, loss_cls: 1.3886, loss: 1.3886, grad_norm: 19.0031 2020-08-10 12:39:54,194 - mmaction - INFO - Epoch [23][1720/2505] lr: 5.000e-04, eta: 2 days, 0:18:13, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6547, top5_acc: 0.8422, loss_cls: 1.4428, loss: 1.4428, grad_norm: 19.1339 2020-08-10 12:40:31,499 - mmaction - INFO - Epoch [23][1740/2505] lr: 5.000e-04, eta: 2 days, 0:17:31, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6688, top5_acc: 0.8594, loss_cls: 1.3749, loss: 1.3749, grad_norm: 19.3087 2020-08-10 12:41:08,897 - mmaction - INFO - Epoch [23][1760/2505] lr: 5.000e-04, eta: 2 days, 0:16:49, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6891, top5_acc: 0.8547, loss_cls: 1.3491, loss: 1.3491, grad_norm: 18.0441 2020-08-10 12:41:46,045 - mmaction - INFO - Epoch [23][1780/2505] lr: 5.000e-04, eta: 2 days, 0:16:06, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6708, top5_acc: 0.8458, loss_cls: 1.3734, loss: 1.3734, grad_norm: 17.9399 2020-08-10 12:42:23,294 - mmaction - INFO - Epoch [23][1800/2505] lr: 5.000e-04, eta: 2 days, 0:15:23, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6698, top5_acc: 0.8510, loss_cls: 1.3627, loss: 1.3627, grad_norm: 17.4979 2020-08-10 12:43:00,554 - mmaction - INFO - Epoch [23][1820/2505] lr: 5.000e-04, eta: 2 days, 0:14:41, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6786, top5_acc: 0.8599, loss_cls: 1.3170, loss: 1.3170, grad_norm: 17.8729 2020-08-10 12:43:37,686 - mmaction - INFO - Epoch [23][1840/2505] lr: 5.000e-04, eta: 2 days, 0:13:58, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6594, top5_acc: 0.8484, loss_cls: 1.4106, loss: 1.4106, grad_norm: 18.4118 2020-08-10 12:44:14,862 - mmaction - INFO - Epoch [23][1860/2505] lr: 5.000e-04, eta: 2 days, 0:13:16, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6698, top5_acc: 0.8552, loss_cls: 1.3751, loss: 1.3751, grad_norm: 18.0753 2020-08-10 12:44:51,921 - mmaction - INFO - Epoch [23][1880/2505] lr: 5.000e-04, eta: 2 days, 0:12:33, time: 1.853, data_time: 0.001, memory: 8521, top1_acc: 0.6708, top5_acc: 0.8568, loss_cls: 1.3980, loss: 1.3980, grad_norm: 17.6240 2020-08-10 12:45:29,057 - mmaction - INFO - Epoch [23][1900/2505] lr: 5.000e-04, eta: 2 days, 0:11:50, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6797, top5_acc: 0.8703, loss_cls: 1.3111, loss: 1.3111, grad_norm: 19.2549 2020-08-10 12:46:06,236 - mmaction - INFO - Epoch [23][1920/2505] lr: 5.000e-04, eta: 2 days, 0:11:07, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6729, top5_acc: 0.8547, loss_cls: 1.3783, loss: 1.3783, grad_norm: 18.2094 2020-08-10 12:46:43,476 - mmaction - INFO - Epoch [23][1940/2505] lr: 5.000e-04, eta: 2 days, 0:10:25, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6688, top5_acc: 0.8573, loss_cls: 1.3410, loss: 1.3410, grad_norm: 18.3415 2020-08-10 12:47:20,665 - mmaction - INFO - Epoch [23][1960/2505] lr: 5.000e-04, eta: 2 days, 0:09:42, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6969, top5_acc: 0.8682, loss_cls: 1.2885, loss: 1.2885, grad_norm: 18.2492 2020-08-10 12:47:58,681 - mmaction - INFO - Epoch [23][1980/2505] lr: 5.000e-04, eta: 2 days, 0:09:01, time: 1.901, data_time: 0.001, memory: 8521, top1_acc: 0.6745, top5_acc: 0.8620, loss_cls: 1.3234, loss: 1.3234, grad_norm: 18.7426 2020-08-10 12:48:35,898 - mmaction - INFO - Epoch [23][2000/2505] lr: 5.000e-04, eta: 2 days, 0:08:19, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6807, top5_acc: 0.8594, loss_cls: 1.3580, loss: 1.3580, grad_norm: 18.2285 2020-08-10 12:49:12,974 - mmaction - INFO - Epoch [23][2020/2505] lr: 5.000e-04, eta: 2 days, 0:07:36, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.6734, top5_acc: 0.8682, loss_cls: 1.3524, loss: 1.3524, grad_norm: 18.6080 2020-08-10 12:49:50,154 - mmaction - INFO - Epoch [23][2040/2505] lr: 5.000e-04, eta: 2 days, 0:06:53, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6589, top5_acc: 0.8469, loss_cls: 1.4101, loss: 1.4101, grad_norm: 19.0946 2020-08-10 12:50:27,414 - mmaction - INFO - Epoch [23][2060/2505] lr: 5.000e-04, eta: 2 days, 0:06:11, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6792, top5_acc: 0.8667, loss_cls: 1.3025, loss: 1.3025, grad_norm: 19.1692 2020-08-10 12:51:04,525 - mmaction - INFO - Epoch [23][2080/2505] lr: 5.000e-04, eta: 2 days, 0:05:28, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.6646, top5_acc: 0.8563, loss_cls: 1.3971, loss: 1.3971, grad_norm: 18.2586 2020-08-10 12:51:41,764 - mmaction - INFO - Epoch [23][2100/2505] lr: 5.000e-04, eta: 2 days, 0:04:46, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6745, top5_acc: 0.8641, loss_cls: 1.3600, loss: 1.3600, grad_norm: 18.0723 2020-08-10 12:52:19,066 - mmaction - INFO - Epoch [23][2120/2505] lr: 5.000e-04, eta: 2 days, 0:04:03, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6745, top5_acc: 0.8641, loss_cls: 1.3403, loss: 1.3403, grad_norm: 18.0673 2020-08-10 12:52:56,208 - mmaction - INFO - Epoch [23][2140/2505] lr: 5.000e-04, eta: 2 days, 0:03:21, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6786, top5_acc: 0.8396, loss_cls: 1.3514, loss: 1.3514, grad_norm: 17.4256 2020-08-10 12:53:33,491 - mmaction - INFO - Epoch [23][2160/2505] lr: 5.000e-04, eta: 2 days, 0:02:38, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6891, top5_acc: 0.8641, loss_cls: 1.3219, loss: 1.3219, grad_norm: 18.2714 2020-08-10 12:54:11,102 - mmaction - INFO - Epoch [23][2180/2505] lr: 5.000e-04, eta: 2 days, 0:01:56, time: 1.881, data_time: 0.001, memory: 8521, top1_acc: 0.6880, top5_acc: 0.8609, loss_cls: 1.2674, loss: 1.2674, grad_norm: 18.3675 2020-08-10 12:54:48,535 - mmaction - INFO - Epoch [23][2200/2505] lr: 5.000e-04, eta: 2 days, 0:01:14, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.6651, top5_acc: 0.8406, loss_cls: 1.4091, loss: 1.4091, grad_norm: 17.9669 2020-08-10 12:55:25,863 - mmaction - INFO - Epoch [23][2220/2505] lr: 5.000e-04, eta: 2 days, 0:00:32, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6714, top5_acc: 0.8563, loss_cls: 1.3639, loss: 1.3639, grad_norm: 18.1748 2020-08-10 12:56:03,069 - mmaction - INFO - Epoch [23][2240/2505] lr: 5.000e-04, eta: 1 day, 23:59:49, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6708, top5_acc: 0.8604, loss_cls: 1.3333, loss: 1.3333, grad_norm: 18.1864 2020-08-10 12:56:40,306 - mmaction - INFO - Epoch [23][2260/2505] lr: 5.000e-04, eta: 1 day, 23:59:07, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6682, top5_acc: 0.8615, loss_cls: 1.3378, loss: 1.3378, grad_norm: 19.2865 2020-08-10 12:57:17,439 - mmaction - INFO - Epoch [23][2280/2505] lr: 5.000e-04, eta: 1 day, 23:58:24, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6719, top5_acc: 0.8620, loss_cls: 1.3415, loss: 1.3415, grad_norm: 19.2171 2020-08-10 12:57:54,757 - mmaction - INFO - Epoch [23][2300/2505] lr: 5.000e-04, eta: 1 day, 23:57:42, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6880, top5_acc: 0.8594, loss_cls: 1.3251, loss: 1.3251, grad_norm: 17.7492 2020-08-10 12:58:31,917 - mmaction - INFO - Epoch [23][2320/2505] lr: 5.000e-04, eta: 1 day, 23:56:59, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6594, top5_acc: 0.8458, loss_cls: 1.4816, loss: 1.4816, grad_norm: 17.6180 2020-08-10 12:59:09,125 - mmaction - INFO - Epoch [23][2340/2505] lr: 5.000e-04, eta: 1 day, 23:56:17, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6943, top5_acc: 0.8714, loss_cls: 1.2980, loss: 1.2980, grad_norm: 17.9339 2020-08-10 12:59:47,584 - mmaction - INFO - Epoch [23][2360/2505] lr: 5.000e-04, eta: 1 day, 23:55:36, time: 1.923, data_time: 0.001, memory: 8521, top1_acc: 0.6891, top5_acc: 0.8625, loss_cls: 1.2901, loss: 1.2901, grad_norm: 17.4706 2020-08-10 13:00:27,300 - mmaction - INFO - Epoch [23][2380/2505] lr: 5.000e-04, eta: 1 day, 23:54:58, time: 1.985, data_time: 0.001, memory: 8521, top1_acc: 0.6958, top5_acc: 0.8599, loss_cls: 1.2776, loss: 1.2776, grad_norm: 18.1343 2020-08-10 13:01:04,634 - mmaction - INFO - Epoch [23][2400/2505] lr: 5.000e-04, eta: 1 day, 23:54:15, time: 1.867, data_time: 0.008, memory: 8521, top1_acc: 0.6687, top5_acc: 0.8432, loss_cls: 1.4217, loss: 1.4217, grad_norm: 18.7394 2020-08-10 13:01:41,890 - mmaction - INFO - Epoch [23][2420/2505] lr: 5.000e-04, eta: 1 day, 23:53:33, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6698, top5_acc: 0.8599, loss_cls: 1.3283, loss: 1.3283, grad_norm: 19.0317 2020-08-10 13:02:19,086 - mmaction - INFO - Epoch [23][2440/2505] lr: 5.000e-04, eta: 1 day, 23:52:50, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6714, top5_acc: 0.8542, loss_cls: 1.3686, loss: 1.3686, grad_norm: 17.5418 2020-08-10 13:02:56,463 - mmaction - INFO - Epoch [23][2460/2505] lr: 5.000e-04, eta: 1 day, 23:52:08, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6932, top5_acc: 0.8563, loss_cls: 1.3004, loss: 1.3004, grad_norm: 19.0578 2020-08-10 13:03:33,702 - mmaction - INFO - Epoch [23][2480/2505] lr: 5.000e-04, eta: 1 day, 23:51:26, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6979, top5_acc: 0.8625, loss_cls: 1.2936, loss: 1.2936, grad_norm: 17.0663 2020-08-10 13:04:10,914 - mmaction - INFO - Epoch [23][2500/2505] lr: 5.000e-04, eta: 1 day, 23:50:43, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6896, top5_acc: 0.8536, loss_cls: 1.3232, loss: 1.3232, grad_norm: 18.2804 2020-08-10 13:06:05,548 - mmaction - INFO - Epoch [24][20/2505] lr: 5.000e-04, eta: 1 day, 23:51:08, time: 4.888, data_time: 2.707, memory: 8521, top1_acc: 0.6943, top5_acc: 0.8599, loss_cls: 1.2842, loss: 1.2842, grad_norm: 17.8952 2020-08-10 13:06:44,157 - mmaction - INFO - Epoch [24][40/2505] lr: 5.000e-04, eta: 1 day, 23:50:28, time: 1.931, data_time: 0.008, memory: 8521, top1_acc: 0.6937, top5_acc: 0.8667, loss_cls: 1.2741, loss: 1.2741, grad_norm: 18.3505 2020-08-10 13:07:21,666 - mmaction - INFO - Epoch [24][60/2505] lr: 5.000e-04, eta: 1 day, 23:49:46, time: 1.875, data_time: 0.000, memory: 8521, top1_acc: 0.6719, top5_acc: 0.8490, loss_cls: 1.3672, loss: 1.3672, grad_norm: 19.1188 2020-08-10 13:08:00,477 - mmaction - INFO - Epoch [24][80/2505] lr: 5.000e-04, eta: 1 day, 23:49:06, time: 1.941, data_time: 0.001, memory: 8521, top1_acc: 0.6745, top5_acc: 0.8552, loss_cls: 1.3116, loss: 1.3116, grad_norm: 18.7786 2020-08-10 13:08:38,047 - mmaction - INFO - Epoch [24][100/2505] lr: 5.000e-04, eta: 1 day, 23:48:24, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.6818, top5_acc: 0.8620, loss_cls: 1.2981, loss: 1.2981, grad_norm: 17.7800 2020-08-10 13:09:15,699 - mmaction - INFO - Epoch [24][120/2505] lr: 5.000e-04, eta: 1 day, 23:47:42, time: 1.883, data_time: 0.001, memory: 8521, top1_acc: 0.6875, top5_acc: 0.8656, loss_cls: 1.2857, loss: 1.2857, grad_norm: 18.4934 2020-08-10 13:09:53,225 - mmaction - INFO - Epoch [24][140/2505] lr: 5.000e-04, eta: 1 day, 23:47:00, time: 1.876, data_time: 0.000, memory: 8521, top1_acc: 0.6802, top5_acc: 0.8630, loss_cls: 1.3415, loss: 1.3415, grad_norm: 19.0775 2020-08-10 13:10:30,829 - mmaction - INFO - Epoch [24][160/2505] lr: 5.000e-04, eta: 1 day, 23:46:18, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.6896, top5_acc: 0.8620, loss_cls: 1.2989, loss: 1.2989, grad_norm: 17.6293 2020-08-10 13:11:08,293 - mmaction - INFO - Epoch [24][180/2505] lr: 5.000e-04, eta: 1 day, 23:45:36, time: 1.873, data_time: 0.003, memory: 8521, top1_acc: 0.7026, top5_acc: 0.8682, loss_cls: 1.2346, loss: 1.2346, grad_norm: 17.8941 2020-08-10 13:11:45,755 - mmaction - INFO - Epoch [24][200/2505] lr: 5.000e-04, eta: 1 day, 23:44:54, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.6953, top5_acc: 0.8615, loss_cls: 1.2679, loss: 1.2679, grad_norm: 18.0413 2020-08-10 13:12:23,004 - mmaction - INFO - Epoch [24][220/2505] lr: 5.000e-04, eta: 1 day, 23:44:12, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6948, top5_acc: 0.8651, loss_cls: 1.3008, loss: 1.3008, grad_norm: 18.0167 2020-08-10 13:13:00,609 - mmaction - INFO - Epoch [24][240/2505] lr: 5.000e-04, eta: 1 day, 23:43:30, time: 1.880, data_time: 0.000, memory: 8521, top1_acc: 0.6766, top5_acc: 0.8604, loss_cls: 1.3795, loss: 1.3795, grad_norm: 18.3835 2020-08-10 13:13:38,225 - mmaction - INFO - Epoch [24][260/2505] lr: 5.000e-04, eta: 1 day, 23:42:48, time: 1.881, data_time: 0.001, memory: 8521, top1_acc: 0.6703, top5_acc: 0.8677, loss_cls: 1.3186, loss: 1.3186, grad_norm: 18.1136 2020-08-10 13:14:15,611 - mmaction - INFO - Epoch [24][280/2505] lr: 5.000e-04, eta: 1 day, 23:42:06, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6901, top5_acc: 0.8547, loss_cls: 1.3197, loss: 1.3197, grad_norm: 18.1841 2020-08-10 13:14:52,934 - mmaction - INFO - Epoch [24][300/2505] lr: 5.000e-04, eta: 1 day, 23:41:23, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6641, top5_acc: 0.8547, loss_cls: 1.3636, loss: 1.3636, grad_norm: 19.7009 2020-08-10 13:15:31,086 - mmaction - INFO - Epoch [24][320/2505] lr: 5.000e-04, eta: 1 day, 23:40:42, time: 1.905, data_time: 0.001, memory: 8521, top1_acc: 0.6849, top5_acc: 0.8516, loss_cls: 1.3471, loss: 1.3471, grad_norm: 18.5162 2020-08-10 13:16:09,860 - mmaction - INFO - Epoch [24][340/2505] lr: 5.000e-04, eta: 1 day, 23:40:02, time: 1.941, data_time: 0.005, memory: 8521, top1_acc: 0.6719, top5_acc: 0.8552, loss_cls: 1.3232, loss: 1.3232, grad_norm: 19.1729 2020-08-10 13:16:47,344 - mmaction - INFO - Epoch [24][360/2505] lr: 5.000e-04, eta: 1 day, 23:39:20, time: 1.874, data_time: 0.000, memory: 8521, top1_acc: 0.6792, top5_acc: 0.8552, loss_cls: 1.3461, loss: 1.3461, grad_norm: 18.4138 2020-08-10 13:17:24,961 - mmaction - INFO - Epoch [24][380/2505] lr: 5.000e-04, eta: 1 day, 23:38:38, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.6818, top5_acc: 0.8729, loss_cls: 1.2777, loss: 1.2777, grad_norm: 18.3324 2020-08-10 13:18:02,427 - mmaction - INFO - Epoch [24][400/2505] lr: 5.000e-04, eta: 1 day, 23:37:56, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.6724, top5_acc: 0.8625, loss_cls: 1.3261, loss: 1.3261, grad_norm: 18.5716 2020-08-10 13:18:39,885 - mmaction - INFO - Epoch [24][420/2505] lr: 5.000e-04, eta: 1 day, 23:37:14, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.6776, top5_acc: 0.8698, loss_cls: 1.3124, loss: 1.3124, grad_norm: 18.6530 2020-08-10 13:19:17,344 - mmaction - INFO - Epoch [24][440/2505] lr: 5.000e-04, eta: 1 day, 23:36:32, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.6786, top5_acc: 0.8594, loss_cls: 1.3435, loss: 1.3435, grad_norm: 18.0063 2020-08-10 13:19:54,607 - mmaction - INFO - Epoch [24][460/2505] lr: 5.000e-04, eta: 1 day, 23:35:50, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6729, top5_acc: 0.8484, loss_cls: 1.3759, loss: 1.3759, grad_norm: 18.5417 2020-08-10 13:20:32,466 - mmaction - INFO - Epoch [24][480/2505] lr: 5.000e-04, eta: 1 day, 23:35:09, time: 1.892, data_time: 0.000, memory: 8521, top1_acc: 0.6844, top5_acc: 0.8583, loss_cls: 1.3209, loss: 1.3209, grad_norm: 17.7558 2020-08-10 13:21:10,048 - mmaction - INFO - Epoch [24][500/2505] lr: 5.000e-04, eta: 1 day, 23:34:27, time: 1.880, data_time: 0.002, memory: 8521, top1_acc: 0.6813, top5_acc: 0.8630, loss_cls: 1.2982, loss: 1.2982, grad_norm: 18.1244 2020-08-10 13:21:47,367 - mmaction - INFO - Epoch [24][520/2505] lr: 5.000e-04, eta: 1 day, 23:33:44, time: 1.865, data_time: 0.000, memory: 8521, top1_acc: 0.6818, top5_acc: 0.8510, loss_cls: 1.3525, loss: 1.3525, grad_norm: 18.3429 2020-08-10 13:22:24,900 - mmaction - INFO - Epoch [24][540/2505] lr: 5.000e-04, eta: 1 day, 23:33:02, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.6880, top5_acc: 0.8453, loss_cls: 1.3565, loss: 1.3565, grad_norm: 17.3860 2020-08-10 13:23:02,496 - mmaction - INFO - Epoch [24][560/2505] lr: 5.000e-04, eta: 1 day, 23:32:21, time: 1.879, data_time: 0.000, memory: 8521, top1_acc: 0.6797, top5_acc: 0.8563, loss_cls: 1.3120, loss: 1.3120, grad_norm: 19.2982 2020-08-10 13:23:40,995 - mmaction - INFO - Epoch [24][580/2505] lr: 5.000e-04, eta: 1 day, 23:31:40, time: 1.925, data_time: 0.001, memory: 8521, top1_acc: 0.6646, top5_acc: 0.8536, loss_cls: 1.3662, loss: 1.3662, grad_norm: 18.3855 2020-08-10 13:24:18,246 - mmaction - INFO - Epoch [24][600/2505] lr: 5.000e-04, eta: 1 day, 23:30:58, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6859, top5_acc: 0.8729, loss_cls: 1.2949, loss: 1.2949, grad_norm: 18.5980 2020-08-10 13:24:55,760 - mmaction - INFO - Epoch [24][620/2505] lr: 5.000e-04, eta: 1 day, 23:30:16, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.6849, top5_acc: 0.8583, loss_cls: 1.3181, loss: 1.3181, grad_norm: 18.2683 2020-08-10 13:25:33,309 - mmaction - INFO - Epoch [24][640/2505] lr: 5.000e-04, eta: 1 day, 23:29:34, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.6953, top5_acc: 0.8740, loss_cls: 1.2799, loss: 1.2799, grad_norm: 17.7174 2020-08-10 13:26:10,890 - mmaction - INFO - Epoch [24][660/2505] lr: 5.000e-04, eta: 1 day, 23:28:52, time: 1.880, data_time: 0.002, memory: 8521, top1_acc: 0.6781, top5_acc: 0.8568, loss_cls: 1.3572, loss: 1.3572, grad_norm: 18.0396 2020-08-10 13:27:04,873 - mmaction - INFO - Epoch [24][680/2505] lr: 5.000e-04, eta: 1 day, 23:28:35, time: 2.699, data_time: 0.000, memory: 8521, top1_acc: 0.6828, top5_acc: 0.8682, loss_cls: 1.2958, loss: 1.2958, grad_norm: 18.5601 2020-08-10 13:27:42,217 - mmaction - INFO - Epoch [24][700/2505] lr: 5.000e-04, eta: 1 day, 23:27:53, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6839, top5_acc: 0.8599, loss_cls: 1.3067, loss: 1.3067, grad_norm: 17.7744 2020-08-10 13:28:19,771 - mmaction - INFO - Epoch [24][720/2505] lr: 5.000e-04, eta: 1 day, 23:27:11, time: 1.877, data_time: 0.000, memory: 8521, top1_acc: 0.6755, top5_acc: 0.8661, loss_cls: 1.3018, loss: 1.3018, grad_norm: 20.2231 2020-08-10 13:28:57,380 - mmaction - INFO - Epoch [24][740/2505] lr: 5.000e-04, eta: 1 day, 23:26:29, time: 1.881, data_time: 0.001, memory: 8521, top1_acc: 0.6839, top5_acc: 0.8661, loss_cls: 1.2950, loss: 1.2950, grad_norm: 18.1875 2020-08-10 13:29:34,951 - mmaction - INFO - Epoch [24][760/2505] lr: 5.000e-04, eta: 1 day, 23:25:47, time: 1.878, data_time: 0.000, memory: 8521, top1_acc: 0.6630, top5_acc: 0.8474, loss_cls: 1.4228, loss: 1.4228, grad_norm: 18.2548 2020-08-10 13:30:12,576 - mmaction - INFO - Epoch [24][780/2505] lr: 5.000e-04, eta: 1 day, 23:25:05, time: 1.881, data_time: 0.001, memory: 8521, top1_acc: 0.7016, top5_acc: 0.8740, loss_cls: 1.2735, loss: 1.2735, grad_norm: 18.9664 2020-08-10 13:30:51,090 - mmaction - INFO - Epoch [24][800/2505] lr: 5.000e-04, eta: 1 day, 23:24:25, time: 1.926, data_time: 0.003, memory: 8521, top1_acc: 0.6880, top5_acc: 0.8536, loss_cls: 1.3077, loss: 1.3077, grad_norm: 17.4501 2020-08-10 13:31:28,394 - mmaction - INFO - Epoch [24][820/2505] lr: 5.000e-04, eta: 1 day, 23:23:43, time: 1.865, data_time: 0.000, memory: 8521, top1_acc: 0.6896, top5_acc: 0.8563, loss_cls: 1.2927, loss: 1.2927, grad_norm: 18.9007 2020-08-10 13:32:05,574 - mmaction - INFO - Epoch [24][840/2505] lr: 5.000e-04, eta: 1 day, 23:23:00, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6974, top5_acc: 0.8703, loss_cls: 1.2841, loss: 1.2841, grad_norm: 17.9474 2020-08-10 13:32:42,882 - mmaction - INFO - Epoch [24][860/2505] lr: 5.000e-04, eta: 1 day, 23:22:18, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6802, top5_acc: 0.8635, loss_cls: 1.3261, loss: 1.3261, grad_norm: 18.2978 2020-08-10 13:33:20,172 - mmaction - INFO - Epoch [24][880/2505] lr: 5.000e-04, eta: 1 day, 23:21:36, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6828, top5_acc: 0.8573, loss_cls: 1.3148, loss: 1.3148, grad_norm: 17.9183 2020-08-10 13:33:58,169 - mmaction - INFO - Epoch [24][900/2505] lr: 5.000e-04, eta: 1 day, 23:20:55, time: 1.900, data_time: 0.001, memory: 8521, top1_acc: 0.6786, top5_acc: 0.8542, loss_cls: 1.3518, loss: 1.3518, grad_norm: 18.6202 2020-08-10 13:34:35,509 - mmaction - INFO - Epoch [24][920/2505] lr: 5.000e-04, eta: 1 day, 23:20:12, time: 1.866, data_time: 0.000, memory: 8521, top1_acc: 0.6740, top5_acc: 0.8656, loss_cls: 1.2996, loss: 1.2996, grad_norm: 19.0054 2020-08-10 13:35:12,857 - mmaction - INFO - Epoch [24][940/2505] lr: 5.000e-04, eta: 1 day, 23:19:30, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6943, top5_acc: 0.8568, loss_cls: 1.3172, loss: 1.3172, grad_norm: 17.6784 2020-08-10 13:35:50,103 - mmaction - INFO - Epoch [24][960/2505] lr: 5.000e-04, eta: 1 day, 23:18:48, time: 1.862, data_time: 0.003, memory: 8521, top1_acc: 0.6849, top5_acc: 0.8578, loss_cls: 1.3258, loss: 1.3258, grad_norm: 19.2666 2020-08-10 13:36:27,284 - mmaction - INFO - Epoch [24][980/2505] lr: 5.000e-04, eta: 1 day, 23:18:05, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6641, top5_acc: 0.8521, loss_cls: 1.3768, loss: 1.3768, grad_norm: 18.4367 2020-08-10 13:37:04,818 - mmaction - INFO - Epoch [24][1000/2505] lr: 5.000e-04, eta: 1 day, 23:17:24, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.6802, top5_acc: 0.8594, loss_cls: 1.3424, loss: 1.3424, grad_norm: 18.0012 2020-08-10 13:37:42,406 - mmaction - INFO - Epoch [24][1020/2505] lr: 5.000e-04, eta: 1 day, 23:16:42, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.6724, top5_acc: 0.8589, loss_cls: 1.3594, loss: 1.3594, grad_norm: 19.1504 2020-08-10 13:38:20,012 - mmaction - INFO - Epoch [24][1040/2505] lr: 5.000e-04, eta: 1 day, 23:16:00, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.6813, top5_acc: 0.8557, loss_cls: 1.3094, loss: 1.3094, grad_norm: 17.4034 2020-08-10 13:38:57,359 - mmaction - INFO - Epoch [24][1060/2505] lr: 5.000e-04, eta: 1 day, 23:15:18, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6922, top5_acc: 0.8760, loss_cls: 1.2636, loss: 1.2636, grad_norm: 18.8399 2020-08-10 13:39:34,778 - mmaction - INFO - Epoch [24][1080/2505] lr: 5.000e-04, eta: 1 day, 23:14:36, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.6802, top5_acc: 0.8568, loss_cls: 1.3571, loss: 1.3571, grad_norm: 19.1009 2020-08-10 13:40:12,400 - mmaction - INFO - Epoch [24][1100/2505] lr: 5.000e-04, eta: 1 day, 23:13:54, time: 1.881, data_time: 0.001, memory: 8521, top1_acc: 0.6552, top5_acc: 0.8422, loss_cls: 1.4448, loss: 1.4448, grad_norm: 19.1163 2020-08-10 13:40:50,244 - mmaction - INFO - Epoch [24][1120/2505] lr: 5.000e-04, eta: 1 day, 23:13:13, time: 1.892, data_time: 0.002, memory: 8521, top1_acc: 0.6734, top5_acc: 0.8536, loss_cls: 1.3675, loss: 1.3675, grad_norm: 18.1636 2020-08-10 13:41:27,587 - mmaction - INFO - Epoch [24][1140/2505] lr: 5.000e-04, eta: 1 day, 23:12:31, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6891, top5_acc: 0.8526, loss_cls: 1.3296, loss: 1.3296, grad_norm: 17.2225 2020-08-10 13:42:05,152 - mmaction - INFO - Epoch [24][1160/2505] lr: 5.000e-04, eta: 1 day, 23:11:49, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.6750, top5_acc: 0.8651, loss_cls: 1.3264, loss: 1.3264, grad_norm: 19.1636 2020-08-10 13:42:42,714 - mmaction - INFO - Epoch [24][1180/2505] lr: 5.000e-04, eta: 1 day, 23:11:07, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.6807, top5_acc: 0.8599, loss_cls: 1.3458, loss: 1.3458, grad_norm: 18.3019 2020-08-10 13:43:21,316 - mmaction - INFO - Epoch [24][1200/2505] lr: 5.000e-04, eta: 1 day, 23:10:27, time: 1.930, data_time: 0.001, memory: 8521, top1_acc: 0.7042, top5_acc: 0.8703, loss_cls: 1.2537, loss: 1.2537, grad_norm: 18.0010 2020-08-10 13:43:58,810 - mmaction - INFO - Epoch [24][1220/2505] lr: 5.000e-04, eta: 1 day, 23:09:45, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.6714, top5_acc: 0.8552, loss_cls: 1.3669, loss: 1.3669, grad_norm: 18.4622 2020-08-10 13:44:36,294 - mmaction - INFO - Epoch [24][1240/2505] lr: 5.000e-04, eta: 1 day, 23:09:03, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.7010, top5_acc: 0.8667, loss_cls: 1.2405, loss: 1.2405, grad_norm: 17.6736 2020-08-10 13:45:14,155 - mmaction - INFO - Epoch [24][1260/2505] lr: 5.000e-04, eta: 1 day, 23:08:22, time: 1.893, data_time: 0.001, memory: 8521, top1_acc: 0.6667, top5_acc: 0.8552, loss_cls: 1.3792, loss: 1.3792, grad_norm: 18.8788 2020-08-10 13:45:51,484 - mmaction - INFO - Epoch [24][1280/2505] lr: 5.000e-04, eta: 1 day, 23:07:39, time: 1.866, data_time: 0.002, memory: 8521, top1_acc: 0.6724, top5_acc: 0.8510, loss_cls: 1.3552, loss: 1.3552, grad_norm: 17.7239 2020-08-10 13:46:29,142 - mmaction - INFO - Epoch [24][1300/2505] lr: 5.000e-04, eta: 1 day, 23:06:58, time: 1.883, data_time: 0.001, memory: 8521, top1_acc: 0.6839, top5_acc: 0.8583, loss_cls: 1.3415, loss: 1.3415, grad_norm: 19.6041 2020-08-10 13:47:06,483 - mmaction - INFO - Epoch [24][1320/2505] lr: 5.000e-04, eta: 1 day, 23:06:16, time: 1.866, data_time: 0.000, memory: 8521, top1_acc: 0.6839, top5_acc: 0.8651, loss_cls: 1.2955, loss: 1.2955, grad_norm: 18.4723 2020-08-10 13:47:43,869 - mmaction - INFO - Epoch [24][1340/2505] lr: 5.000e-04, eta: 1 day, 23:05:34, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6849, top5_acc: 0.8552, loss_cls: 1.3479, loss: 1.3479, grad_norm: 18.5299 2020-08-10 13:48:21,549 - mmaction - INFO - Epoch [24][1360/2505] lr: 5.000e-04, eta: 1 day, 23:04:52, time: 1.884, data_time: 0.001, memory: 8521, top1_acc: 0.6792, top5_acc: 0.8583, loss_cls: 1.3200, loss: 1.3200, grad_norm: 17.9662 2020-08-10 13:48:58,832 - mmaction - INFO - Epoch [24][1380/2505] lr: 5.000e-04, eta: 1 day, 23:04:10, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6958, top5_acc: 0.8583, loss_cls: 1.3021, loss: 1.3021, grad_norm: 17.6458 2020-08-10 13:49:36,241 - mmaction - INFO - Epoch [24][1400/2505] lr: 5.000e-04, eta: 1 day, 23:03:28, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6958, top5_acc: 0.8708, loss_cls: 1.3012, loss: 1.3012, grad_norm: 18.4154 2020-08-10 13:50:14,176 - mmaction - INFO - Epoch [24][1420/2505] lr: 5.000e-04, eta: 1 day, 23:02:47, time: 1.896, data_time: 0.001, memory: 8521, top1_acc: 0.6823, top5_acc: 0.8578, loss_cls: 1.3225, loss: 1.3225, grad_norm: 18.2124 2020-08-10 13:50:51,591 - mmaction - INFO - Epoch [24][1440/2505] lr: 5.000e-04, eta: 1 day, 23:02:05, time: 1.871, data_time: 0.003, memory: 8521, top1_acc: 0.6792, top5_acc: 0.8599, loss_cls: 1.3335, loss: 1.3335, grad_norm: 18.8365 2020-08-10 13:51:29,778 - mmaction - INFO - Epoch [24][1460/2505] lr: 5.000e-04, eta: 1 day, 23:01:24, time: 1.909, data_time: 0.000, memory: 8521, top1_acc: 0.6938, top5_acc: 0.8583, loss_cls: 1.3200, loss: 1.3200, grad_norm: 17.4092 2020-08-10 13:52:08,740 - mmaction - INFO - Epoch [24][1480/2505] lr: 5.000e-04, eta: 1 day, 23:00:44, time: 1.948, data_time: 0.001, memory: 8521, top1_acc: 0.6813, top5_acc: 0.8635, loss_cls: 1.3118, loss: 1.3118, grad_norm: 19.1611 2020-08-10 13:52:46,202 - mmaction - INFO - Epoch [24][1500/2505] lr: 5.000e-04, eta: 1 day, 23:00:02, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.6880, top5_acc: 0.8813, loss_cls: 1.2778, loss: 1.2778, grad_norm: 18.2503 2020-08-10 13:53:23,527 - mmaction - INFO - Epoch [24][1520/2505] lr: 5.000e-04, eta: 1 day, 22:59:20, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6609, top5_acc: 0.8510, loss_cls: 1.3927, loss: 1.3927, grad_norm: 19.5184 2020-08-10 13:54:01,040 - mmaction - INFO - Epoch [24][1540/2505] lr: 5.000e-04, eta: 1 day, 22:58:38, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.6828, top5_acc: 0.8719, loss_cls: 1.2988, loss: 1.2988, grad_norm: 18.1253 2020-08-10 13:54:38,297 - mmaction - INFO - Epoch [24][1560/2505] lr: 5.000e-04, eta: 1 day, 22:57:56, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6703, top5_acc: 0.8458, loss_cls: 1.4016, loss: 1.4016, grad_norm: 18.1058 2020-08-10 13:55:15,948 - mmaction - INFO - Epoch [24][1580/2505] lr: 5.000e-04, eta: 1 day, 22:57:14, time: 1.882, data_time: 0.001, memory: 8521, top1_acc: 0.6807, top5_acc: 0.8646, loss_cls: 1.2834, loss: 1.2834, grad_norm: 17.7405 2020-08-10 13:55:53,079 - mmaction - INFO - Epoch [24][1600/2505] lr: 5.000e-04, eta: 1 day, 22:56:32, time: 1.857, data_time: 0.004, memory: 8521, top1_acc: 0.6865, top5_acc: 0.8620, loss_cls: 1.3358, loss: 1.3358, grad_norm: 18.7493 2020-08-10 13:56:30,274 - mmaction - INFO - Epoch [24][1620/2505] lr: 5.000e-04, eta: 1 day, 22:55:50, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6615, top5_acc: 0.8313, loss_cls: 1.4622, loss: 1.4622, grad_norm: 18.7746 2020-08-10 13:57:07,520 - mmaction - INFO - Epoch [24][1640/2505] lr: 5.000e-04, eta: 1 day, 22:55:08, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6635, top5_acc: 0.8516, loss_cls: 1.4226, loss: 1.4226, grad_norm: 18.5135 2020-08-10 13:57:44,864 - mmaction - INFO - Epoch [24][1660/2505] lr: 5.000e-04, eta: 1 day, 22:54:26, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6807, top5_acc: 0.8552, loss_cls: 1.3169, loss: 1.3169, grad_norm: 18.2512 2020-08-10 13:58:22,113 - mmaction - INFO - Epoch [24][1680/2505] lr: 5.000e-04, eta: 1 day, 22:53:43, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6896, top5_acc: 0.8703, loss_cls: 1.2920, loss: 1.2920, grad_norm: 17.7391 2020-08-10 13:58:59,374 - mmaction - INFO - Epoch [24][1700/2505] lr: 5.000e-04, eta: 1 day, 22:53:01, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6828, top5_acc: 0.8417, loss_cls: 1.3943, loss: 1.3943, grad_norm: 17.0282 2020-08-10 13:59:36,942 - mmaction - INFO - Epoch [24][1720/2505] lr: 5.000e-04, eta: 1 day, 22:52:19, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.6708, top5_acc: 0.8495, loss_cls: 1.4111, loss: 1.4111, grad_norm: 18.8073 2020-08-10 14:00:16,613 - mmaction - INFO - Epoch [24][1740/2505] lr: 5.000e-04, eta: 1 day, 22:51:41, time: 1.982, data_time: 0.001, memory: 8521, top1_acc: 0.7021, top5_acc: 0.8682, loss_cls: 1.2616, loss: 1.2616, grad_norm: 18.4169 2020-08-10 14:00:53,938 - mmaction - INFO - Epoch [24][1760/2505] lr: 5.000e-04, eta: 1 day, 22:50:59, time: 1.868, data_time: 0.012, memory: 8521, top1_acc: 0.6974, top5_acc: 0.8682, loss_cls: 1.2465, loss: 1.2465, grad_norm: 18.5522 2020-08-10 14:01:31,216 - mmaction - INFO - Epoch [24][1780/2505] lr: 5.000e-04, eta: 1 day, 22:50:17, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6802, top5_acc: 0.8578, loss_cls: 1.3304, loss: 1.3304, grad_norm: 18.6740 2020-08-10 14:02:08,365 - mmaction - INFO - Epoch [24][1800/2505] lr: 5.000e-04, eta: 1 day, 22:49:34, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6698, top5_acc: 0.8599, loss_cls: 1.3521, loss: 1.3521, grad_norm: 18.5555 2020-08-10 14:02:45,483 - mmaction - INFO - Epoch [24][1820/2505] lr: 5.000e-04, eta: 1 day, 22:48:52, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.6911, top5_acc: 0.8646, loss_cls: 1.2764, loss: 1.2764, grad_norm: 18.2923 2020-08-10 14:03:22,688 - mmaction - INFO - Epoch [24][1840/2505] lr: 5.000e-04, eta: 1 day, 22:48:10, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6865, top5_acc: 0.8687, loss_cls: 1.2800, loss: 1.2800, grad_norm: 17.9490 2020-08-10 14:03:59,935 - mmaction - INFO - Epoch [24][1860/2505] lr: 5.000e-04, eta: 1 day, 22:47:28, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6828, top5_acc: 0.8641, loss_cls: 1.3109, loss: 1.3109, grad_norm: 19.1408 2020-08-10 14:04:37,115 - mmaction - INFO - Epoch [24][1880/2505] lr: 5.000e-04, eta: 1 day, 22:46:45, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6740, top5_acc: 0.8542, loss_cls: 1.3843, loss: 1.3843, grad_norm: 18.7386 2020-08-10 14:05:14,864 - mmaction - INFO - Epoch [24][1900/2505] lr: 5.000e-04, eta: 1 day, 22:46:04, time: 1.887, data_time: 0.001, memory: 8521, top1_acc: 0.6807, top5_acc: 0.8484, loss_cls: 1.3490, loss: 1.3490, grad_norm: 18.2152 2020-08-10 14:05:52,067 - mmaction - INFO - Epoch [24][1920/2505] lr: 5.000e-04, eta: 1 day, 22:45:22, time: 1.860, data_time: 0.004, memory: 8521, top1_acc: 0.6729, top5_acc: 0.8615, loss_cls: 1.3462, loss: 1.3462, grad_norm: 19.1048 2020-08-10 14:06:29,349 - mmaction - INFO - Epoch [24][1940/2505] lr: 5.000e-04, eta: 1 day, 22:44:40, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6766, top5_acc: 0.8630, loss_cls: 1.3467, loss: 1.3467, grad_norm: 18.1997 2020-08-10 14:07:06,601 - mmaction - INFO - Epoch [24][1960/2505] lr: 5.000e-04, eta: 1 day, 22:43:57, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6880, top5_acc: 0.8682, loss_cls: 1.2697, loss: 1.2697, grad_norm: 18.7015 2020-08-10 14:07:43,694 - mmaction - INFO - Epoch [24][1980/2505] lr: 5.000e-04, eta: 1 day, 22:43:15, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.6708, top5_acc: 0.8698, loss_cls: 1.3079, loss: 1.3079, grad_norm: 18.4064 2020-08-10 14:08:20,921 - mmaction - INFO - Epoch [24][2000/2505] lr: 5.000e-04, eta: 1 day, 22:42:33, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6797, top5_acc: 0.8672, loss_cls: 1.3272, loss: 1.3272, grad_norm: 18.5552 2020-08-10 14:08:58,211 - mmaction - INFO - Epoch [24][2020/2505] lr: 5.000e-04, eta: 1 day, 22:41:51, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6750, top5_acc: 0.8526, loss_cls: 1.3441, loss: 1.3441, grad_norm: 17.6632 2020-08-10 14:09:35,402 - mmaction - INFO - Epoch [24][2040/2505] lr: 5.000e-04, eta: 1 day, 22:41:09, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6760, top5_acc: 0.8542, loss_cls: 1.3353, loss: 1.3353, grad_norm: 18.6127 2020-08-10 14:10:12,646 - mmaction - INFO - Epoch [24][2060/2505] lr: 5.000e-04, eta: 1 day, 22:40:26, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6781, top5_acc: 0.8609, loss_cls: 1.3637, loss: 1.3637, grad_norm: 18.9085 2020-08-10 14:10:49,900 - mmaction - INFO - Epoch [24][2080/2505] lr: 5.000e-04, eta: 1 day, 22:39:44, time: 1.863, data_time: 0.002, memory: 8521, top1_acc: 0.6870, top5_acc: 0.8656, loss_cls: 1.3076, loss: 1.3076, grad_norm: 19.1777 2020-08-10 14:11:27,057 - mmaction - INFO - Epoch [24][2100/2505] lr: 5.000e-04, eta: 1 day, 22:39:02, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6813, top5_acc: 0.8604, loss_cls: 1.3487, loss: 1.3487, grad_norm: 19.0266 2020-08-10 14:12:04,185 - mmaction - INFO - Epoch [24][2120/2505] lr: 5.000e-04, eta: 1 day, 22:38:20, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.6828, top5_acc: 0.8516, loss_cls: 1.3362, loss: 1.3362, grad_norm: 18.2905 2020-08-10 14:12:41,511 - mmaction - INFO - Epoch [24][2140/2505] lr: 5.000e-04, eta: 1 day, 22:37:38, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6745, top5_acc: 0.8573, loss_cls: 1.3502, loss: 1.3502, grad_norm: 19.2422 2020-08-10 14:13:18,742 - mmaction - INFO - Epoch [24][2160/2505] lr: 5.000e-04, eta: 1 day, 22:36:56, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6911, top5_acc: 0.8609, loss_cls: 1.2899, loss: 1.2899, grad_norm: 18.9890 2020-08-10 14:13:56,117 - mmaction - INFO - Epoch [24][2180/2505] lr: 5.000e-04, eta: 1 day, 22:36:14, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6891, top5_acc: 0.8589, loss_cls: 1.3238, loss: 1.3238, grad_norm: 18.8901 2020-08-10 14:14:33,396 - mmaction - INFO - Epoch [24][2200/2505] lr: 5.000e-04, eta: 1 day, 22:35:32, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6667, top5_acc: 0.8573, loss_cls: 1.3538, loss: 1.3538, grad_norm: 17.8943 2020-08-10 14:15:11,263 - mmaction - INFO - Epoch [24][2220/2505] lr: 5.000e-04, eta: 1 day, 22:34:50, time: 1.893, data_time: 0.001, memory: 8521, top1_acc: 0.6917, top5_acc: 0.8635, loss_cls: 1.2486, loss: 1.2486, grad_norm: 17.3132 2020-08-10 14:15:48,678 - mmaction - INFO - Epoch [24][2240/2505] lr: 5.000e-04, eta: 1 day, 22:34:09, time: 1.871, data_time: 0.003, memory: 8521, top1_acc: 0.6615, top5_acc: 0.8490, loss_cls: 1.4427, loss: 1.4427, grad_norm: 19.0469 2020-08-10 14:16:25,739 - mmaction - INFO - Epoch [24][2260/2505] lr: 5.000e-04, eta: 1 day, 22:33:26, time: 1.853, data_time: 0.001, memory: 8521, top1_acc: 0.6802, top5_acc: 0.8542, loss_cls: 1.3575, loss: 1.3575, grad_norm: 18.5662 2020-08-10 14:17:02,900 - mmaction - INFO - Epoch [24][2280/2505] lr: 5.000e-04, eta: 1 day, 22:32:44, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6755, top5_acc: 0.8609, loss_cls: 1.3296, loss: 1.3296, grad_norm: 18.6282 2020-08-10 14:17:40,209 - mmaction - INFO - Epoch [24][2300/2505] lr: 5.000e-04, eta: 1 day, 22:32:02, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6635, top5_acc: 0.8531, loss_cls: 1.3842, loss: 1.3842, grad_norm: 17.7514 2020-08-10 14:18:17,340 - mmaction - INFO - Epoch [24][2320/2505] lr: 5.000e-04, eta: 1 day, 22:31:20, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6729, top5_acc: 0.8625, loss_cls: 1.3347, loss: 1.3347, grad_norm: 19.1904 2020-08-10 14:18:54,514 - mmaction - INFO - Epoch [24][2340/2505] lr: 5.000e-04, eta: 1 day, 22:30:38, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6719, top5_acc: 0.8458, loss_cls: 1.3852, loss: 1.3852, grad_norm: 18.1830 2020-08-10 14:19:33,181 - mmaction - INFO - Epoch [24][2360/2505] lr: 5.000e-04, eta: 1 day, 22:29:57, time: 1.933, data_time: 0.001, memory: 8521, top1_acc: 0.6719, top5_acc: 0.8505, loss_cls: 1.3988, loss: 1.3988, grad_norm: 18.2663 2020-08-10 14:20:10,444 - mmaction - INFO - Epoch [24][2380/2505] lr: 5.000e-04, eta: 1 day, 22:29:15, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6719, top5_acc: 0.8542, loss_cls: 1.3441, loss: 1.3441, grad_norm: 18.3333 2020-08-10 14:20:47,622 - mmaction - INFO - Epoch [24][2400/2505] lr: 5.000e-04, eta: 1 day, 22:28:33, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6995, top5_acc: 0.8594, loss_cls: 1.3088, loss: 1.3088, grad_norm: 18.1193 2020-08-10 14:21:24,746 - mmaction - INFO - Epoch [24][2420/2505] lr: 5.000e-04, eta: 1 day, 22:27:51, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.6917, top5_acc: 0.8542, loss_cls: 1.3143, loss: 1.3143, grad_norm: 18.5488 2020-08-10 14:22:01,980 - mmaction - INFO - Epoch [24][2440/2505] lr: 5.000e-04, eta: 1 day, 22:27:09, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7036, top5_acc: 0.8781, loss_cls: 1.2513, loss: 1.2513, grad_norm: 17.9844 2020-08-10 14:22:39,276 - mmaction - INFO - Epoch [24][2460/2505] lr: 5.000e-04, eta: 1 day, 22:26:27, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6854, top5_acc: 0.8510, loss_cls: 1.3241, loss: 1.3241, grad_norm: 17.6249 2020-08-10 14:23:16,533 - mmaction - INFO - Epoch [24][2480/2505] lr: 5.000e-04, eta: 1 day, 22:25:45, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6792, top5_acc: 0.8641, loss_cls: 1.3015, loss: 1.3015, grad_norm: 18.3902 2020-08-10 14:23:53,717 - mmaction - INFO - Epoch [24][2500/2505] lr: 5.000e-04, eta: 1 day, 22:25:03, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6802, top5_acc: 0.8563, loss_cls: 1.3265, loss: 1.3265, grad_norm: 18.0374 2020-08-10 14:24:11,626 - mmaction - INFO - Saving checkpoint at 24 epochs 2020-08-10 14:25:49,037 - mmaction - INFO - Epoch [25][20/2505] lr: 5.000e-04, eta: 1 day, 22:25:20, time: 4.778, data_time: 2.871, memory: 8521, top1_acc: 0.6682, top5_acc: 0.8526, loss_cls: 1.3543, loss: 1.3543, grad_norm: 18.3237 2020-08-10 14:26:27,015 - mmaction - INFO - Epoch [25][40/2505] lr: 5.000e-04, eta: 1 day, 22:24:38, time: 1.899, data_time: 0.011, memory: 8521, top1_acc: 0.6807, top5_acc: 0.8635, loss_cls: 1.3297, loss: 1.3297, grad_norm: 17.8225 2020-08-10 14:27:04,647 - mmaction - INFO - Epoch [25][60/2505] lr: 5.000e-04, eta: 1 day, 22:23:57, time: 1.882, data_time: 0.001, memory: 8521, top1_acc: 0.6927, top5_acc: 0.8661, loss_cls: 1.2893, loss: 1.2893, grad_norm: 18.6751 2020-08-10 14:27:42,160 - mmaction - INFO - Epoch [25][80/2505] lr: 5.000e-04, eta: 1 day, 22:23:15, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.6812, top5_acc: 0.8583, loss_cls: 1.3142, loss: 1.3142, grad_norm: 17.9782 2020-08-10 14:28:19,753 - mmaction - INFO - Epoch [25][100/2505] lr: 5.000e-04, eta: 1 day, 22:22:34, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.6703, top5_acc: 0.8594, loss_cls: 1.3876, loss: 1.3876, grad_norm: 18.6626 2020-08-10 14:28:57,482 - mmaction - INFO - Epoch [25][120/2505] lr: 5.000e-04, eta: 1 day, 22:21:52, time: 1.886, data_time: 0.001, memory: 8521, top1_acc: 0.6885, top5_acc: 0.8547, loss_cls: 1.3276, loss: 1.3276, grad_norm: 18.2612 2020-08-10 14:29:34,915 - mmaction - INFO - Epoch [25][140/2505] lr: 5.000e-04, eta: 1 day, 22:21:10, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.6823, top5_acc: 0.8562, loss_cls: 1.3360, loss: 1.3360, grad_norm: 17.8758 2020-08-10 14:30:12,290 - mmaction - INFO - Epoch [25][160/2505] lr: 5.000e-04, eta: 1 day, 22:20:29, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6818, top5_acc: 0.8521, loss_cls: 1.3199, loss: 1.3199, grad_norm: 18.2048 2020-08-10 14:30:49,772 - mmaction - INFO - Epoch [25][180/2505] lr: 5.000e-04, eta: 1 day, 22:19:47, time: 1.874, data_time: 0.002, memory: 8521, top1_acc: 0.7000, top5_acc: 0.8776, loss_cls: 1.2082, loss: 1.2082, grad_norm: 18.9673 2020-08-10 14:31:27,099 - mmaction - INFO - Epoch [25][200/2505] lr: 5.000e-04, eta: 1 day, 22:19:05, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7005, top5_acc: 0.8698, loss_cls: 1.2402, loss: 1.2402, grad_norm: 18.4638 2020-08-10 14:32:04,282 - mmaction - INFO - Epoch [25][220/2505] lr: 5.000e-04, eta: 1 day, 22:18:23, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6891, top5_acc: 0.8495, loss_cls: 1.3590, loss: 1.3590, grad_norm: 18.2148 2020-08-10 14:32:41,521 - mmaction - INFO - Epoch [25][240/2505] lr: 5.000e-04, eta: 1 day, 22:17:41, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6990, top5_acc: 0.8609, loss_cls: 1.2893, loss: 1.2893, grad_norm: 18.2449 2020-08-10 14:33:18,883 - mmaction - INFO - Epoch [25][260/2505] lr: 5.000e-04, eta: 1 day, 22:16:59, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6698, top5_acc: 0.8469, loss_cls: 1.3739, loss: 1.3739, grad_norm: 19.2019 2020-08-10 14:33:56,152 - mmaction - INFO - Epoch [25][280/2505] lr: 5.000e-04, eta: 1 day, 22:16:17, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6906, top5_acc: 0.8599, loss_cls: 1.3423, loss: 1.3423, grad_norm: 18.2878 2020-08-10 14:34:33,648 - mmaction - INFO - Epoch [25][300/2505] lr: 5.000e-04, eta: 1 day, 22:15:35, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.6833, top5_acc: 0.8536, loss_cls: 1.3610, loss: 1.3610, grad_norm: 18.0841 2020-08-10 14:35:11,098 - mmaction - INFO - Epoch [25][320/2505] lr: 5.000e-04, eta: 1 day, 22:14:53, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.6833, top5_acc: 0.8557, loss_cls: 1.3389, loss: 1.3389, grad_norm: 18.2347 2020-08-10 14:35:48,481 - mmaction - INFO - Epoch [25][340/2505] lr: 5.000e-04, eta: 1 day, 22:14:11, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6849, top5_acc: 0.8714, loss_cls: 1.2772, loss: 1.2772, grad_norm: 17.7219 2020-08-10 14:36:25,682 - mmaction - INFO - Epoch [25][360/2505] lr: 5.000e-04, eta: 1 day, 22:13:29, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6875, top5_acc: 0.8661, loss_cls: 1.2725, loss: 1.2725, grad_norm: 18.4273 2020-08-10 14:37:02,840 - mmaction - INFO - Epoch [25][380/2505] lr: 5.000e-04, eta: 1 day, 22:12:47, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6719, top5_acc: 0.8490, loss_cls: 1.3622, loss: 1.3622, grad_norm: 19.0139 2020-08-10 14:37:40,014 - mmaction - INFO - Epoch [25][400/2505] lr: 5.000e-04, eta: 1 day, 22:12:05, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6786, top5_acc: 0.8589, loss_cls: 1.3169, loss: 1.3169, grad_norm: 18.1688 2020-08-10 14:39:07,317 - mmaction - INFO - Epoch [25][420/2505] lr: 5.000e-04, eta: 1 day, 22:12:33, time: 4.365, data_time: 0.001, memory: 8521, top1_acc: 0.6922, top5_acc: 0.8667, loss_cls: 1.2491, loss: 1.2491, grad_norm: 19.1197 2020-08-10 14:39:46,003 - mmaction - INFO - Epoch [25][440/2505] lr: 5.000e-04, eta: 1 day, 22:11:53, time: 1.934, data_time: 0.001, memory: 8521, top1_acc: 0.6854, top5_acc: 0.8604, loss_cls: 1.3192, loss: 1.3192, grad_norm: 18.4379 2020-08-10 14:40:23,406 - mmaction - INFO - Epoch [25][460/2505] lr: 5.000e-04, eta: 1 day, 22:11:11, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6844, top5_acc: 0.8615, loss_cls: 1.3193, loss: 1.3193, grad_norm: 19.0836 2020-08-10 14:41:00,694 - mmaction - INFO - Epoch [25][480/2505] lr: 5.000e-04, eta: 1 day, 22:10:29, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6849, top5_acc: 0.8630, loss_cls: 1.3211, loss: 1.3211, grad_norm: 18.3458 2020-08-10 14:41:54,611 - mmaction - INFO - Epoch [25][500/2505] lr: 5.000e-04, eta: 1 day, 22:10:10, time: 2.696, data_time: 0.001, memory: 8521, top1_acc: 0.6839, top5_acc: 0.8693, loss_cls: 1.2646, loss: 1.2646, grad_norm: 19.0955 2020-08-10 14:42:33,259 - mmaction - INFO - Epoch [25][520/2505] lr: 5.000e-04, eta: 1 day, 22:09:30, time: 1.932, data_time: 0.001, memory: 8521, top1_acc: 0.6807, top5_acc: 0.8521, loss_cls: 1.3492, loss: 1.3492, grad_norm: 18.3594 2020-08-10 14:43:10,528 - mmaction - INFO - Epoch [25][540/2505] lr: 5.000e-04, eta: 1 day, 22:08:48, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6917, top5_acc: 0.8646, loss_cls: 1.2695, loss: 1.2695, grad_norm: 18.2705 2020-08-10 14:43:47,695 - mmaction - INFO - Epoch [25][560/2505] lr: 5.000e-04, eta: 1 day, 22:08:06, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6807, top5_acc: 0.8594, loss_cls: 1.3225, loss: 1.3225, grad_norm: 18.2346 2020-08-10 14:44:25,054 - mmaction - INFO - Epoch [25][580/2505] lr: 5.000e-04, eta: 1 day, 22:07:24, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7063, top5_acc: 0.8719, loss_cls: 1.2486, loss: 1.2486, grad_norm: 17.7185 2020-08-10 14:45:02,324 - mmaction - INFO - Epoch [25][600/2505] lr: 5.000e-04, eta: 1 day, 22:06:42, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6984, top5_acc: 0.8604, loss_cls: 1.2796, loss: 1.2796, grad_norm: 18.7502 2020-08-10 14:45:39,687 - mmaction - INFO - Epoch [25][620/2505] lr: 5.000e-04, eta: 1 day, 22:06:00, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6766, top5_acc: 0.8630, loss_cls: 1.3367, loss: 1.3367, grad_norm: 18.7266 2020-08-10 14:46:16,912 - mmaction - INFO - Epoch [25][640/2505] lr: 5.000e-04, eta: 1 day, 22:05:18, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6776, top5_acc: 0.8505, loss_cls: 1.3676, loss: 1.3676, grad_norm: 18.0598 2020-08-10 14:46:54,056 - mmaction - INFO - Epoch [25][660/2505] lr: 5.000e-04, eta: 1 day, 22:04:36, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6807, top5_acc: 0.8620, loss_cls: 1.3323, loss: 1.3323, grad_norm: 18.8635 2020-08-10 14:47:31,265 - mmaction - INFO - Epoch [25][680/2505] lr: 5.000e-04, eta: 1 day, 22:03:54, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6766, top5_acc: 0.8635, loss_cls: 1.3038, loss: 1.3038, grad_norm: 18.4011 2020-08-10 14:48:08,636 - mmaction - INFO - Epoch [25][700/2505] lr: 5.000e-04, eta: 1 day, 22:03:12, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6786, top5_acc: 0.8448, loss_cls: 1.3671, loss: 1.3671, grad_norm: 18.4561 2020-08-10 14:48:45,910 - mmaction - INFO - Epoch [25][720/2505] lr: 5.000e-04, eta: 1 day, 22:02:30, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6839, top5_acc: 0.8750, loss_cls: 1.2556, loss: 1.2556, grad_norm: 18.0882 2020-08-10 14:49:23,102 - mmaction - INFO - Epoch [25][740/2505] lr: 5.000e-04, eta: 1 day, 22:01:48, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6849, top5_acc: 0.8547, loss_cls: 1.3382, loss: 1.3382, grad_norm: 18.4763 2020-08-10 14:50:00,295 - mmaction - INFO - Epoch [25][760/2505] lr: 5.000e-04, eta: 1 day, 22:01:06, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6729, top5_acc: 0.8448, loss_cls: 1.3666, loss: 1.3666, grad_norm: 19.0297 2020-08-10 14:50:55,033 - mmaction - INFO - Epoch [25][780/2505] lr: 5.000e-04, eta: 1 day, 22:00:48, time: 2.737, data_time: 0.001, memory: 8521, top1_acc: 0.6813, top5_acc: 0.8573, loss_cls: 1.3502, loss: 1.3502, grad_norm: 17.4561 2020-08-10 14:51:32,220 - mmaction - INFO - Epoch [25][800/2505] lr: 5.000e-04, eta: 1 day, 22:00:06, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6953, top5_acc: 0.8599, loss_cls: 1.2783, loss: 1.2783, grad_norm: 17.1602 2020-08-10 14:52:10,195 - mmaction - INFO - Epoch [25][820/2505] lr: 5.000e-04, eta: 1 day, 21:59:25, time: 1.899, data_time: 0.001, memory: 8521, top1_acc: 0.6823, top5_acc: 0.8672, loss_cls: 1.3098, loss: 1.3098, grad_norm: 18.0578 2020-08-10 14:52:48,816 - mmaction - INFO - Epoch [25][840/2505] lr: 5.000e-04, eta: 1 day, 21:58:45, time: 1.931, data_time: 0.001, memory: 8521, top1_acc: 0.7047, top5_acc: 0.8656, loss_cls: 1.2387, loss: 1.2387, grad_norm: 17.4593 2020-08-10 14:53:25,916 - mmaction - INFO - Epoch [25][860/2505] lr: 5.000e-04, eta: 1 day, 21:58:02, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.6870, top5_acc: 0.8703, loss_cls: 1.2804, loss: 1.2804, grad_norm: 18.6998 2020-08-10 14:54:03,230 - mmaction - INFO - Epoch [25][880/2505] lr: 5.000e-04, eta: 1 day, 21:57:20, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6818, top5_acc: 0.8594, loss_cls: 1.3319, loss: 1.3319, grad_norm: 18.6207 2020-08-10 14:54:58,017 - mmaction - INFO - Epoch [25][900/2505] lr: 5.000e-04, eta: 1 day, 21:57:03, time: 2.739, data_time: 0.001, memory: 8521, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.3170, loss: 1.3170, grad_norm: 18.6231 2020-08-10 14:55:35,187 - mmaction - INFO - Epoch [25][920/2505] lr: 5.000e-04, eta: 1 day, 21:56:20, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6818, top5_acc: 0.8724, loss_cls: 1.2758, loss: 1.2758, grad_norm: 18.8707 2020-08-10 14:56:13,893 - mmaction - INFO - Epoch [25][940/2505] lr: 5.000e-04, eta: 1 day, 21:55:40, time: 1.935, data_time: 0.001, memory: 8521, top1_acc: 0.6760, top5_acc: 0.8698, loss_cls: 1.3134, loss: 1.3134, grad_norm: 18.7348 2020-08-10 14:56:51,432 - mmaction - INFO - Epoch [25][960/2505] lr: 5.000e-04, eta: 1 day, 21:54:59, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.6844, top5_acc: 0.8526, loss_cls: 1.3646, loss: 1.3646, grad_norm: 17.5948 2020-08-10 14:58:18,522 - mmaction - INFO - Epoch [25][980/2505] lr: 5.000e-04, eta: 1 day, 21:55:25, time: 4.355, data_time: 0.001, memory: 8521, top1_acc: 0.6885, top5_acc: 0.8547, loss_cls: 1.3185, loss: 1.3185, grad_norm: 18.2792 2020-08-10 14:58:55,645 - mmaction - INFO - Epoch [25][1000/2505] lr: 5.000e-04, eta: 1 day, 21:54:43, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.6859, top5_acc: 0.8609, loss_cls: 1.3110, loss: 1.3110, grad_norm: 18.4142 2020-08-10 14:59:32,794 - mmaction - INFO - Epoch [25][1020/2505] lr: 5.000e-04, eta: 1 day, 21:54:01, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6927, top5_acc: 0.8708, loss_cls: 1.2540, loss: 1.2540, grad_norm: 18.0478 2020-08-10 15:00:12,161 - mmaction - INFO - Epoch [25][1040/2505] lr: 5.000e-04, eta: 1 day, 21:53:22, time: 1.967, data_time: 0.003, memory: 8521, top1_acc: 0.6714, top5_acc: 0.8563, loss_cls: 1.3736, loss: 1.3736, grad_norm: 18.4820 2020-08-10 15:00:49,424 - mmaction - INFO - Epoch [25][1060/2505] lr: 5.000e-04, eta: 1 day, 21:52:40, time: 1.864, data_time: 0.009, memory: 8521, top1_acc: 0.6745, top5_acc: 0.8661, loss_cls: 1.2861, loss: 1.2861, grad_norm: 18.2979 2020-08-10 15:01:26,634 - mmaction - INFO - Epoch [25][1080/2505] lr: 5.000e-04, eta: 1 day, 21:51:58, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6781, top5_acc: 0.8724, loss_cls: 1.3144, loss: 1.3144, grad_norm: 18.2604 2020-08-10 15:02:03,859 - mmaction - INFO - Epoch [25][1100/2505] lr: 5.000e-04, eta: 1 day, 21:51:16, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6589, top5_acc: 0.8615, loss_cls: 1.3318, loss: 1.3318, grad_norm: 18.9815 2020-08-10 15:02:41,055 - mmaction - INFO - Epoch [25][1120/2505] lr: 5.000e-04, eta: 1 day, 21:50:33, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6953, top5_acc: 0.8651, loss_cls: 1.2970, loss: 1.2970, grad_norm: 18.4282 2020-08-10 15:03:18,286 - mmaction - INFO - Epoch [25][1140/2505] lr: 5.000e-04, eta: 1 day, 21:49:51, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6896, top5_acc: 0.8521, loss_cls: 1.3379, loss: 1.3379, grad_norm: 17.9416 2020-08-10 15:03:55,576 - mmaction - INFO - Epoch [25][1160/2505] lr: 5.000e-04, eta: 1 day, 21:49:09, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6922, top5_acc: 0.8661, loss_cls: 1.2782, loss: 1.2782, grad_norm: 18.7117 2020-08-10 15:04:32,738 - mmaction - INFO - Epoch [25][1180/2505] lr: 5.000e-04, eta: 1 day, 21:48:27, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6802, top5_acc: 0.8568, loss_cls: 1.3205, loss: 1.3205, grad_norm: 18.3228 2020-08-10 15:05:10,633 - mmaction - INFO - Epoch [25][1200/2505] lr: 5.000e-04, eta: 1 day, 21:47:46, time: 1.892, data_time: 0.001, memory: 8521, top1_acc: 0.6833, top5_acc: 0.8578, loss_cls: 1.3059, loss: 1.3059, grad_norm: 17.8585 2020-08-10 15:05:47,827 - mmaction - INFO - Epoch [25][1220/2505] lr: 5.000e-04, eta: 1 day, 21:47:04, time: 1.862, data_time: 0.004, memory: 8521, top1_acc: 0.6958, top5_acc: 0.8698, loss_cls: 1.2552, loss: 1.2552, grad_norm: 18.3461 2020-08-10 15:06:25,053 - mmaction - INFO - Epoch [25][1240/2505] lr: 5.000e-04, eta: 1 day, 21:46:22, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6651, top5_acc: 0.8495, loss_cls: 1.3671, loss: 1.3671, grad_norm: 18.8143 2020-08-10 15:07:02,235 - mmaction - INFO - Epoch [25][1260/2505] lr: 5.000e-04, eta: 1 day, 21:45:40, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6859, top5_acc: 0.8583, loss_cls: 1.3451, loss: 1.3451, grad_norm: 17.5251 2020-08-10 15:07:39,524 - mmaction - INFO - Epoch [25][1280/2505] lr: 5.000e-04, eta: 1 day, 21:44:58, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6760, top5_acc: 0.8521, loss_cls: 1.3391, loss: 1.3391, grad_norm: 18.5468 2020-08-10 15:08:16,710 - mmaction - INFO - Epoch [25][1300/2505] lr: 5.000e-04, eta: 1 day, 21:44:16, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6849, top5_acc: 0.8531, loss_cls: 1.3530, loss: 1.3530, grad_norm: 18.0823 2020-08-10 15:08:53,941 - mmaction - INFO - Epoch [25][1320/2505] lr: 5.000e-04, eta: 1 day, 21:43:34, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6682, top5_acc: 0.8563, loss_cls: 1.3670, loss: 1.3670, grad_norm: 18.4302 2020-08-10 15:09:31,107 - mmaction - INFO - Epoch [25][1340/2505] lr: 5.000e-04, eta: 1 day, 21:42:52, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6734, top5_acc: 0.8406, loss_cls: 1.3686, loss: 1.3686, grad_norm: 17.3939 2020-08-10 15:10:09,593 - mmaction - INFO - Epoch [25][1360/2505] lr: 5.000e-04, eta: 1 day, 21:42:11, time: 1.924, data_time: 0.001, memory: 8521, top1_acc: 0.6885, top5_acc: 0.8594, loss_cls: 1.2942, loss: 1.2942, grad_norm: 17.7084 2020-08-10 15:10:47,951 - mmaction - INFO - Epoch [25][1380/2505] lr: 5.000e-04, eta: 1 day, 21:41:31, time: 1.918, data_time: 0.001, memory: 8521, top1_acc: 0.6802, top5_acc: 0.8599, loss_cls: 1.3205, loss: 1.3205, grad_norm: 18.6877 2020-08-10 15:11:25,071 - mmaction - INFO - Epoch [25][1400/2505] lr: 5.000e-04, eta: 1 day, 21:40:49, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.6901, top5_acc: 0.8724, loss_cls: 1.2982, loss: 1.2982, grad_norm: 18.8413 2020-08-10 15:12:02,315 - mmaction - INFO - Epoch [25][1420/2505] lr: 5.000e-04, eta: 1 day, 21:40:07, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6589, top5_acc: 0.8469, loss_cls: 1.4077, loss: 1.4077, grad_norm: 18.3022 2020-08-10 15:12:39,518 - mmaction - INFO - Epoch [25][1440/2505] lr: 5.000e-04, eta: 1 day, 21:39:25, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6859, top5_acc: 0.8708, loss_cls: 1.3290, loss: 1.3290, grad_norm: 18.2821 2020-08-10 15:13:16,703 - mmaction - INFO - Epoch [25][1460/2505] lr: 5.000e-04, eta: 1 day, 21:38:42, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6875, top5_acc: 0.8615, loss_cls: 1.3123, loss: 1.3123, grad_norm: 18.1296 2020-08-10 15:13:55,158 - mmaction - INFO - Epoch [25][1480/2505] lr: 5.000e-04, eta: 1 day, 21:38:02, time: 1.923, data_time: 0.001, memory: 8521, top1_acc: 0.6854, top5_acc: 0.8562, loss_cls: 1.3189, loss: 1.3189, grad_norm: 18.5353 2020-08-10 15:14:32,410 - mmaction - INFO - Epoch [25][1500/2505] lr: 5.000e-04, eta: 1 day, 21:37:20, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6750, top5_acc: 0.8505, loss_cls: 1.3449, loss: 1.3449, grad_norm: 17.8579 2020-08-10 15:15:09,570 - mmaction - INFO - Epoch [25][1520/2505] lr: 5.000e-04, eta: 1 day, 21:36:38, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6839, top5_acc: 0.8682, loss_cls: 1.3081, loss: 1.3081, grad_norm: 18.6070 2020-08-10 15:15:46,720 - mmaction - INFO - Epoch [25][1540/2505] lr: 5.000e-04, eta: 1 day, 21:35:56, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6771, top5_acc: 0.8531, loss_cls: 1.3719, loss: 1.3719, grad_norm: 19.3945 2020-08-10 15:16:23,934 - mmaction - INFO - Epoch [25][1560/2505] lr: 5.000e-04, eta: 1 day, 21:35:14, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6984, top5_acc: 0.8693, loss_cls: 1.2595, loss: 1.2595, grad_norm: 18.8186 2020-08-10 15:17:01,135 - mmaction - INFO - Epoch [25][1580/2505] lr: 5.000e-04, eta: 1 day, 21:34:32, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6688, top5_acc: 0.8568, loss_cls: 1.3447, loss: 1.3447, grad_norm: 18.3669 2020-08-10 15:17:38,592 - mmaction - INFO - Epoch [25][1600/2505] lr: 5.000e-04, eta: 1 day, 21:33:50, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.6760, top5_acc: 0.8635, loss_cls: 1.3440, loss: 1.3440, grad_norm: 18.7314 2020-08-10 15:18:16,846 - mmaction - INFO - Epoch [25][1620/2505] lr: 5.000e-04, eta: 1 day, 21:33:09, time: 1.913, data_time: 0.001, memory: 8521, top1_acc: 0.6755, top5_acc: 0.8573, loss_cls: 1.3372, loss: 1.3372, grad_norm: 19.2515 2020-08-10 15:18:54,021 - mmaction - INFO - Epoch [25][1640/2505] lr: 5.000e-04, eta: 1 day, 21:32:27, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6766, top5_acc: 0.8557, loss_cls: 1.3194, loss: 1.3194, grad_norm: 17.9256 2020-08-10 15:19:31,269 - mmaction - INFO - Epoch [25][1660/2505] lr: 5.000e-04, eta: 1 day, 21:31:45, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6609, top5_acc: 0.8495, loss_cls: 1.4221, loss: 1.4221, grad_norm: 19.4206 2020-08-10 15:20:08,641 - mmaction - INFO - Epoch [25][1680/2505] lr: 5.000e-04, eta: 1 day, 21:31:04, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6682, top5_acc: 0.8484, loss_cls: 1.3618, loss: 1.3618, grad_norm: 18.2227 2020-08-10 15:21:03,407 - mmaction - INFO - Epoch [25][1700/2505] lr: 5.000e-04, eta: 1 day, 21:30:45, time: 2.738, data_time: 0.001, memory: 8521, top1_acc: 0.6703, top5_acc: 0.8594, loss_cls: 1.3447, loss: 1.3447, grad_norm: 18.3745 2020-08-10 15:21:40,660 - mmaction - INFO - Epoch [25][1720/2505] lr: 5.000e-04, eta: 1 day, 21:30:03, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6771, top5_acc: 0.8458, loss_cls: 1.4034, loss: 1.4034, grad_norm: 18.3135 2020-08-10 15:22:17,946 - mmaction - INFO - Epoch [25][1740/2505] lr: 5.000e-04, eta: 1 day, 21:29:21, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6911, top5_acc: 0.8693, loss_cls: 1.2882, loss: 1.2882, grad_norm: 19.0705 2020-08-10 15:22:55,131 - mmaction - INFO - Epoch [25][1760/2505] lr: 5.000e-04, eta: 1 day, 21:28:39, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6609, top5_acc: 0.8505, loss_cls: 1.3826, loss: 1.3826, grad_norm: 18.4028 2020-08-10 15:23:32,294 - mmaction - INFO - Epoch [25][1780/2505] lr: 5.000e-04, eta: 1 day, 21:27:57, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6719, top5_acc: 0.8536, loss_cls: 1.3604, loss: 1.3604, grad_norm: 17.9249 2020-08-10 15:24:09,542 - mmaction - INFO - Epoch [25][1800/2505] lr: 5.000e-04, eta: 1 day, 21:27:15, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6849, top5_acc: 0.8719, loss_cls: 1.2859, loss: 1.2859, grad_norm: 18.7036 2020-08-10 15:24:46,763 - mmaction - INFO - Epoch [25][1820/2505] lr: 5.000e-04, eta: 1 day, 21:26:33, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6583, top5_acc: 0.8484, loss_cls: 1.3999, loss: 1.3999, grad_norm: 18.0879 2020-08-10 15:25:25,614 - mmaction - INFO - Epoch [25][1840/2505] lr: 5.000e-04, eta: 1 day, 21:25:54, time: 1.943, data_time: 0.001, memory: 8521, top1_acc: 0.6703, top5_acc: 0.8422, loss_cls: 1.3942, loss: 1.3942, grad_norm: 18.7469 2020-08-10 15:26:02,812 - mmaction - INFO - Epoch [25][1860/2505] lr: 5.000e-04, eta: 1 day, 21:25:12, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6750, top5_acc: 0.8479, loss_cls: 1.3675, loss: 1.3675, grad_norm: 17.5235 2020-08-10 15:26:40,482 - mmaction - INFO - Epoch [25][1880/2505] lr: 5.000e-04, eta: 1 day, 21:24:30, time: 1.883, data_time: 0.001, memory: 8521, top1_acc: 0.6849, top5_acc: 0.8734, loss_cls: 1.2582, loss: 1.2582, grad_norm: 18.3305 2020-08-10 15:27:17,727 - mmaction - INFO - Epoch [25][1900/2505] lr: 5.000e-04, eta: 1 day, 21:23:48, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6948, top5_acc: 0.8651, loss_cls: 1.2961, loss: 1.2961, grad_norm: 17.7453 2020-08-10 15:27:56,506 - mmaction - INFO - Epoch [25][1920/2505] lr: 5.000e-04, eta: 1 day, 21:23:08, time: 1.939, data_time: 0.001, memory: 8521, top1_acc: 0.6922, top5_acc: 0.8615, loss_cls: 1.3062, loss: 1.3062, grad_norm: 17.7832 2020-08-10 15:28:33,737 - mmaction - INFO - Epoch [25][1940/2505] lr: 5.000e-04, eta: 1 day, 21:22:26, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6766, top5_acc: 0.8521, loss_cls: 1.3475, loss: 1.3475, grad_norm: 17.3409 2020-08-10 15:29:27,445 - mmaction - INFO - Epoch [25][1960/2505] lr: 5.000e-04, eta: 1 day, 21:22:07, time: 2.686, data_time: 0.828, memory: 8521, top1_acc: 0.6974, top5_acc: 0.8604, loss_cls: 1.2670, loss: 1.2670, grad_norm: 17.6816 2020-08-10 15:30:05,790 - mmaction - INFO - Epoch [25][1980/2505] lr: 5.000e-04, eta: 1 day, 21:21:26, time: 1.917, data_time: 0.001, memory: 8521, top1_acc: 0.6969, top5_acc: 0.8661, loss_cls: 1.2932, loss: 1.2932, grad_norm: 17.9754 2020-08-10 15:30:43,112 - mmaction - INFO - Epoch [25][2000/2505] lr: 5.000e-04, eta: 1 day, 21:20:44, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6854, top5_acc: 0.8672, loss_cls: 1.2988, loss: 1.2988, grad_norm: 19.2668 2020-08-10 15:31:22,316 - mmaction - INFO - Epoch [25][2020/2505] lr: 5.000e-04, eta: 1 day, 21:20:05, time: 1.960, data_time: 0.001, memory: 8521, top1_acc: 0.6823, top5_acc: 0.8557, loss_cls: 1.3205, loss: 1.3205, grad_norm: 18.2071 2020-08-10 15:32:00,047 - mmaction - INFO - Epoch [25][2040/2505] lr: 5.000e-04, eta: 1 day, 21:19:24, time: 1.886, data_time: 0.001, memory: 8521, top1_acc: 0.6771, top5_acc: 0.8500, loss_cls: 1.3490, loss: 1.3490, grad_norm: 18.2070 2020-08-10 15:32:37,326 - mmaction - INFO - Epoch [25][2060/2505] lr: 5.000e-04, eta: 1 day, 21:18:42, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6896, top5_acc: 0.8594, loss_cls: 1.3190, loss: 1.3190, grad_norm: 18.0606 2020-08-10 15:33:14,452 - mmaction - INFO - Epoch [25][2080/2505] lr: 5.000e-04, eta: 1 day, 21:18:00, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.6885, top5_acc: 0.8729, loss_cls: 1.2728, loss: 1.2728, grad_norm: 17.9591 2020-08-10 15:33:52,730 - mmaction - INFO - Epoch [25][2100/2505] lr: 5.000e-04, eta: 1 day, 21:17:19, time: 1.914, data_time: 0.001, memory: 8521, top1_acc: 0.6859, top5_acc: 0.8672, loss_cls: 1.3125, loss: 1.3125, grad_norm: 19.4960 2020-08-10 15:34:29,881 - mmaction - INFO - Epoch [25][2120/2505] lr: 5.000e-04, eta: 1 day, 21:16:37, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6885, top5_acc: 0.8714, loss_cls: 1.2769, loss: 1.2769, grad_norm: 18.4640 2020-08-10 15:35:07,046 - mmaction - INFO - Epoch [25][2140/2505] lr: 5.000e-04, eta: 1 day, 21:15:55, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6839, top5_acc: 0.8594, loss_cls: 1.3216, loss: 1.3216, grad_norm: 17.6522 2020-08-10 15:35:44,239 - mmaction - INFO - Epoch [25][2160/2505] lr: 5.000e-04, eta: 1 day, 21:15:13, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6828, top5_acc: 0.8667, loss_cls: 1.3088, loss: 1.3088, grad_norm: 19.0994 2020-08-10 15:36:21,327 - mmaction - INFO - Epoch [25][2180/2505] lr: 5.000e-04, eta: 1 day, 21:14:31, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.6641, top5_acc: 0.8464, loss_cls: 1.3930, loss: 1.3930, grad_norm: 18.4109 2020-08-10 15:36:58,429 - mmaction - INFO - Epoch [25][2200/2505] lr: 5.000e-04, eta: 1 day, 21:13:49, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.6656, top5_acc: 0.8536, loss_cls: 1.3523, loss: 1.3523, grad_norm: 18.3200 2020-08-10 15:37:35,664 - mmaction - INFO - Epoch [25][2220/2505] lr: 5.000e-04, eta: 1 day, 21:13:07, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6630, top5_acc: 0.8448, loss_cls: 1.4382, loss: 1.4382, grad_norm: 18.8208 2020-08-10 15:38:12,774 - mmaction - INFO - Epoch [25][2240/2505] lr: 5.000e-04, eta: 1 day, 21:12:25, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.6974, top5_acc: 0.8698, loss_cls: 1.2689, loss: 1.2689, grad_norm: 18.1936 2020-08-10 15:38:49,994 - mmaction - INFO - Epoch [25][2260/2505] lr: 5.000e-04, eta: 1 day, 21:11:43, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6823, top5_acc: 0.8578, loss_cls: 1.3050, loss: 1.3050, grad_norm: 18.3770 2020-08-10 15:39:27,164 - mmaction - INFO - Epoch [25][2280/2505] lr: 5.000e-04, eta: 1 day, 21:11:01, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6938, top5_acc: 0.8667, loss_cls: 1.2839, loss: 1.2839, grad_norm: 18.0411 2020-08-10 15:40:04,380 - mmaction - INFO - Epoch [25][2300/2505] lr: 5.000e-04, eta: 1 day, 21:10:19, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6870, top5_acc: 0.8641, loss_cls: 1.2951, loss: 1.2951, grad_norm: 18.3862 2020-08-10 15:40:41,556 - mmaction - INFO - Epoch [25][2320/2505] lr: 5.000e-04, eta: 1 day, 21:09:37, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6839, top5_acc: 0.8573, loss_cls: 1.3003, loss: 1.3003, grad_norm: 18.1999 2020-08-10 15:41:18,801 - mmaction - INFO - Epoch [25][2340/2505] lr: 5.000e-04, eta: 1 day, 21:08:55, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6828, top5_acc: 0.8630, loss_cls: 1.3274, loss: 1.3274, grad_norm: 17.6484 2020-08-10 15:41:56,034 - mmaction - INFO - Epoch [25][2360/2505] lr: 5.000e-04, eta: 1 day, 21:08:13, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7031, top5_acc: 0.8620, loss_cls: 1.2749, loss: 1.2749, grad_norm: 18.4791 2020-08-10 15:42:33,270 - mmaction - INFO - Epoch [25][2380/2505] lr: 5.000e-04, eta: 1 day, 21:07:31, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6807, top5_acc: 0.8630, loss_cls: 1.3066, loss: 1.3066, grad_norm: 18.2830 2020-08-10 15:43:10,407 - mmaction - INFO - Epoch [25][2400/2505] lr: 5.000e-04, eta: 1 day, 21:06:49, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7120, top5_acc: 0.8755, loss_cls: 1.2392, loss: 1.2392, grad_norm: 17.9500 2020-08-10 15:43:47,675 - mmaction - INFO - Epoch [25][2420/2505] lr: 5.000e-04, eta: 1 day, 21:06:07, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6766, top5_acc: 0.8563, loss_cls: 1.3450, loss: 1.3450, grad_norm: 18.5152 2020-08-10 15:44:24,814 - mmaction - INFO - Epoch [25][2440/2505] lr: 5.000e-04, eta: 1 day, 21:05:25, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6729, top5_acc: 0.8484, loss_cls: 1.3536, loss: 1.3536, grad_norm: 17.8107 2020-08-10 15:45:01,892 - mmaction - INFO - Epoch [25][2460/2505] lr: 5.000e-04, eta: 1 day, 21:04:43, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.6839, top5_acc: 0.8656, loss_cls: 1.3066, loss: 1.3066, grad_norm: 18.7799 2020-08-10 15:45:39,149 - mmaction - INFO - Epoch [25][2480/2505] lr: 5.000e-04, eta: 1 day, 21:04:01, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6776, top5_acc: 0.8589, loss_cls: 1.3348, loss: 1.3348, grad_norm: 18.9290 2020-08-10 15:46:16,341 - mmaction - INFO - Epoch [25][2500/2505] lr: 5.000e-04, eta: 1 day, 21:03:19, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6698, top5_acc: 0.8510, loss_cls: 1.3625, loss: 1.3625, grad_norm: 17.7730 2020-08-10 15:48:06,452 - mmaction - INFO - Epoch [26][20/2505] lr: 5.000e-04, eta: 1 day, 21:03:27, time: 4.617, data_time: 2.678, memory: 8521, top1_acc: 0.6964, top5_acc: 0.8714, loss_cls: 1.2277, loss: 1.2277, grad_norm: 18.0882 2020-08-10 15:48:44,374 - mmaction - INFO - Epoch [26][40/2505] lr: 5.000e-04, eta: 1 day, 21:02:46, time: 1.896, data_time: 0.006, memory: 8521, top1_acc: 0.6984, top5_acc: 0.8615, loss_cls: 1.2970, loss: 1.2970, grad_norm: 17.6452 2020-08-10 15:49:22,086 - mmaction - INFO - Epoch [26][60/2505] lr: 5.000e-04, eta: 1 day, 21:02:05, time: 1.886, data_time: 0.001, memory: 8521, top1_acc: 0.6932, top5_acc: 0.8635, loss_cls: 1.2956, loss: 1.2956, grad_norm: 17.8379 2020-08-10 15:49:59,634 - mmaction - INFO - Epoch [26][80/2505] lr: 5.000e-04, eta: 1 day, 21:01:23, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.6828, top5_acc: 0.8557, loss_cls: 1.3385, loss: 1.3385, grad_norm: 18.4497 2020-08-10 15:50:37,174 - mmaction - INFO - Epoch [26][100/2505] lr: 5.000e-04, eta: 1 day, 21:00:42, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.6948, top5_acc: 0.8573, loss_cls: 1.3110, loss: 1.3110, grad_norm: 17.4653 2020-08-10 15:51:14,644 - mmaction - INFO - Epoch [26][120/2505] lr: 5.000e-04, eta: 1 day, 21:00:00, time: 1.873, data_time: 0.006, memory: 8521, top1_acc: 0.7000, top5_acc: 0.8552, loss_cls: 1.2900, loss: 1.2900, grad_norm: 17.4451 2020-08-10 15:51:52,307 - mmaction - INFO - Epoch [26][140/2505] lr: 5.000e-04, eta: 1 day, 20:59:19, time: 1.883, data_time: 0.001, memory: 8521, top1_acc: 0.6859, top5_acc: 0.8630, loss_cls: 1.2971, loss: 1.2971, grad_norm: 18.9584 2020-08-10 15:52:30,207 - mmaction - INFO - Epoch [26][160/2505] lr: 5.000e-04, eta: 1 day, 20:58:38, time: 1.895, data_time: 0.001, memory: 8521, top1_acc: 0.7000, top5_acc: 0.8646, loss_cls: 1.2969, loss: 1.2969, grad_norm: 17.9576 2020-08-10 15:53:07,646 - mmaction - INFO - Epoch [26][180/2505] lr: 5.000e-04, eta: 1 day, 20:57:56, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.6844, top5_acc: 0.8516, loss_cls: 1.3386, loss: 1.3386, grad_norm: 18.1529 2020-08-10 15:53:45,081 - mmaction - INFO - Epoch [26][200/2505] lr: 5.000e-04, eta: 1 day, 20:57:15, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.6849, top5_acc: 0.8755, loss_cls: 1.2449, loss: 1.2449, grad_norm: 17.6066 2020-08-10 15:54:22,527 - mmaction - INFO - Epoch [26][220/2505] lr: 5.000e-04, eta: 1 day, 20:56:33, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.6823, top5_acc: 0.8599, loss_cls: 1.2730, loss: 1.2730, grad_norm: 17.6187 2020-08-10 15:54:59,978 - mmaction - INFO - Epoch [26][240/2505] lr: 5.000e-04, eta: 1 day, 20:55:52, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.6974, top5_acc: 0.8651, loss_cls: 1.2982, loss: 1.2982, grad_norm: 18.4448 2020-08-10 15:55:38,100 - mmaction - INFO - Epoch [26][260/2505] lr: 5.000e-04, eta: 1 day, 20:55:11, time: 1.905, data_time: 0.001, memory: 8521, top1_acc: 0.6760, top5_acc: 0.8599, loss_cls: 1.3201, loss: 1.3201, grad_norm: 18.4884 2020-08-10 15:56:15,707 - mmaction - INFO - Epoch [26][280/2505] lr: 5.000e-04, eta: 1 day, 20:54:29, time: 1.881, data_time: 0.002, memory: 8521, top1_acc: 0.6979, top5_acc: 0.8641, loss_cls: 1.3058, loss: 1.3058, grad_norm: 18.7185 2020-08-10 15:56:53,498 - mmaction - INFO - Epoch [26][300/2505] lr: 5.000e-04, eta: 1 day, 20:53:48, time: 1.890, data_time: 0.001, memory: 8521, top1_acc: 0.6656, top5_acc: 0.8594, loss_cls: 1.3431, loss: 1.3431, grad_norm: 19.0336 2020-08-10 15:57:31,249 - mmaction - INFO - Epoch [26][320/2505] lr: 5.000e-04, eta: 1 day, 20:53:07, time: 1.888, data_time: 0.001, memory: 8521, top1_acc: 0.6729, top5_acc: 0.8573, loss_cls: 1.3179, loss: 1.3179, grad_norm: 18.0891 2020-08-10 15:58:08,869 - mmaction - INFO - Epoch [26][340/2505] lr: 5.000e-04, eta: 1 day, 20:52:26, time: 1.881, data_time: 0.001, memory: 8521, top1_acc: 0.6922, top5_acc: 0.8599, loss_cls: 1.3102, loss: 1.3102, grad_norm: 18.5544 2020-08-10 15:58:46,473 - mmaction - INFO - Epoch [26][360/2505] lr: 5.000e-04, eta: 1 day, 20:51:44, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.6688, top5_acc: 0.8438, loss_cls: 1.4106, loss: 1.4106, grad_norm: 18.2302 2020-08-10 15:59:24,022 - mmaction - INFO - Epoch [26][380/2505] lr: 5.000e-04, eta: 1 day, 20:51:03, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.7000, top5_acc: 0.8677, loss_cls: 1.2704, loss: 1.2704, grad_norm: 18.1712 2020-08-10 16:00:01,421 - mmaction - INFO - Epoch [26][400/2505] lr: 5.000e-04, eta: 1 day, 20:50:21, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6844, top5_acc: 0.8708, loss_cls: 1.3023, loss: 1.3023, grad_norm: 19.1383 2020-08-10 16:00:41,100 - mmaction - INFO - Epoch [26][420/2505] lr: 5.000e-04, eta: 1 day, 20:49:42, time: 1.983, data_time: 0.003, memory: 8521, top1_acc: 0.7026, top5_acc: 0.8682, loss_cls: 1.2537, loss: 1.2537, grad_norm: 18.3479 2020-08-10 16:01:19,012 - mmaction - INFO - Epoch [26][440/2505] lr: 5.000e-04, eta: 1 day, 20:49:01, time: 1.897, data_time: 0.012, memory: 8521, top1_acc: 0.6792, top5_acc: 0.8469, loss_cls: 1.3839, loss: 1.3839, grad_norm: 17.6348 2020-08-10 16:01:56,490 - mmaction - INFO - Epoch [26][460/2505] lr: 5.000e-04, eta: 1 day, 20:48:20, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.6906, top5_acc: 0.8703, loss_cls: 1.2577, loss: 1.2577, grad_norm: 19.5293 2020-08-10 16:02:33,937 - mmaction - INFO - Epoch [26][480/2505] lr: 5.000e-04, eta: 1 day, 20:47:38, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.6964, top5_acc: 0.8703, loss_cls: 1.2416, loss: 1.2416, grad_norm: 17.6658 2020-08-10 16:03:11,523 - mmaction - INFO - Epoch [26][500/2505] lr: 5.000e-04, eta: 1 day, 20:46:57, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.6766, top5_acc: 0.8516, loss_cls: 1.3775, loss: 1.3775, grad_norm: 18.9043 2020-08-10 16:03:49,219 - mmaction - INFO - Epoch [26][520/2505] lr: 5.000e-04, eta: 1 day, 20:46:16, time: 1.885, data_time: 0.001, memory: 8521, top1_acc: 0.6932, top5_acc: 0.8609, loss_cls: 1.2941, loss: 1.2941, grad_norm: 17.5751 2020-08-10 16:04:26,633 - mmaction - INFO - Epoch [26][540/2505] lr: 5.000e-04, eta: 1 day, 20:45:34, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.6813, top5_acc: 0.8510, loss_cls: 1.3462, loss: 1.3462, grad_norm: 18.6227 2020-08-10 16:05:04,999 - mmaction - INFO - Epoch [26][560/2505] lr: 5.000e-04, eta: 1 day, 20:44:54, time: 1.918, data_time: 0.001, memory: 8521, top1_acc: 0.6927, top5_acc: 0.8589, loss_cls: 1.2789, loss: 1.2789, grad_norm: 17.9014 2020-08-10 16:05:42,450 - mmaction - INFO - Epoch [26][580/2505] lr: 5.000e-04, eta: 1 day, 20:44:12, time: 1.873, data_time: 0.002, memory: 8521, top1_acc: 0.6891, top5_acc: 0.8630, loss_cls: 1.3078, loss: 1.3078, grad_norm: 17.8675 2020-08-10 16:06:20,000 - mmaction - INFO - Epoch [26][600/2505] lr: 5.000e-04, eta: 1 day, 20:43:31, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.6984, top5_acc: 0.8568, loss_cls: 1.3267, loss: 1.3267, grad_norm: 18.5299 2020-08-10 16:06:57,581 - mmaction - INFO - Epoch [26][620/2505] lr: 5.000e-04, eta: 1 day, 20:42:49, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.6833, top5_acc: 0.8641, loss_cls: 1.2852, loss: 1.2852, grad_norm: 18.3287 2020-08-10 16:07:35,206 - mmaction - INFO - Epoch [26][640/2505] lr: 5.000e-04, eta: 1 day, 20:42:08, time: 1.881, data_time: 0.001, memory: 8521, top1_acc: 0.6833, top5_acc: 0.8667, loss_cls: 1.2657, loss: 1.2657, grad_norm: 19.4381 2020-08-10 16:08:12,715 - mmaction - INFO - Epoch [26][660/2505] lr: 5.000e-04, eta: 1 day, 20:41:27, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.6911, top5_acc: 0.8693, loss_cls: 1.2734, loss: 1.2734, grad_norm: 18.4794 2020-08-10 16:08:50,132 - mmaction - INFO - Epoch [26][680/2505] lr: 5.000e-04, eta: 1 day, 20:40:45, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.6854, top5_acc: 0.8542, loss_cls: 1.3373, loss: 1.3373, grad_norm: 17.6239 2020-08-10 16:09:27,682 - mmaction - INFO - Epoch [26][700/2505] lr: 5.000e-04, eta: 1 day, 20:40:03, time: 1.878, data_time: 0.002, memory: 8521, top1_acc: 0.6927, top5_acc: 0.8698, loss_cls: 1.2584, loss: 1.2584, grad_norm: 18.2377 2020-08-10 16:10:05,253 - mmaction - INFO - Epoch [26][720/2505] lr: 5.000e-04, eta: 1 day, 20:39:22, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.7063, top5_acc: 0.8776, loss_cls: 1.2164, loss: 1.2164, grad_norm: 18.8932 2020-08-10 16:10:42,632 - mmaction - INFO - Epoch [26][740/2505] lr: 5.000e-04, eta: 1 day, 20:38:40, time: 1.869, data_time: 0.002, memory: 8521, top1_acc: 0.6766, top5_acc: 0.8583, loss_cls: 1.3405, loss: 1.3405, grad_norm: 19.7245 2020-08-10 16:11:20,128 - mmaction - INFO - Epoch [26][760/2505] lr: 5.000e-04, eta: 1 day, 20:37:59, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.6891, top5_acc: 0.8677, loss_cls: 1.3099, loss: 1.3099, grad_norm: 18.2304 2020-08-10 16:11:57,751 - mmaction - INFO - Epoch [26][780/2505] lr: 5.000e-04, eta: 1 day, 20:37:18, time: 1.881, data_time: 0.001, memory: 8521, top1_acc: 0.6818, top5_acc: 0.8594, loss_cls: 1.3658, loss: 1.3658, grad_norm: 18.5418 2020-08-10 16:12:34,983 - mmaction - INFO - Epoch [26][800/2505] lr: 5.000e-04, eta: 1 day, 20:36:36, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6922, top5_acc: 0.8807, loss_cls: 1.2423, loss: 1.2423, grad_norm: 18.7070 2020-08-10 16:13:12,410 - mmaction - INFO - Epoch [26][820/2505] lr: 5.000e-04, eta: 1 day, 20:35:54, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.6990, top5_acc: 0.8651, loss_cls: 1.2520, loss: 1.2520, grad_norm: 18.2389 2020-08-10 16:13:49,860 - mmaction - INFO - Epoch [26][840/2505] lr: 5.000e-04, eta: 1 day, 20:35:13, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.6849, top5_acc: 0.8656, loss_cls: 1.2949, loss: 1.2949, grad_norm: 18.6829 2020-08-10 16:14:27,408 - mmaction - INFO - Epoch [26][860/2505] lr: 5.000e-04, eta: 1 day, 20:34:31, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.6865, top5_acc: 0.8656, loss_cls: 1.2820, loss: 1.2820, grad_norm: 18.2788 2020-08-10 16:15:04,985 - mmaction - INFO - Epoch [26][880/2505] lr: 5.000e-04, eta: 1 day, 20:33:50, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.6854, top5_acc: 0.8583, loss_cls: 1.3247, loss: 1.3247, grad_norm: 18.8149 2020-08-10 16:15:42,305 - mmaction - INFO - Epoch [26][900/2505] lr: 5.000e-04, eta: 1 day, 20:33:08, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6839, top5_acc: 0.8599, loss_cls: 1.3331, loss: 1.3331, grad_norm: 18.3835 2020-08-10 16:16:19,717 - mmaction - INFO - Epoch [26][920/2505] lr: 5.000e-04, eta: 1 day, 20:32:27, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.6813, top5_acc: 0.8693, loss_cls: 1.3144, loss: 1.3144, grad_norm: 19.0678 2020-08-10 16:16:57,398 - mmaction - INFO - Epoch [26][940/2505] lr: 5.000e-04, eta: 1 day, 20:31:45, time: 1.884, data_time: 0.001, memory: 8521, top1_acc: 0.6901, top5_acc: 0.8604, loss_cls: 1.2971, loss: 1.2971, grad_norm: 18.5894 2020-08-10 16:17:34,891 - mmaction - INFO - Epoch [26][960/2505] lr: 5.000e-04, eta: 1 day, 20:31:04, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.6823, top5_acc: 0.8656, loss_cls: 1.2830, loss: 1.2830, grad_norm: 18.4543 2020-08-10 16:18:12,464 - mmaction - INFO - Epoch [26][980/2505] lr: 5.000e-04, eta: 1 day, 20:30:23, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.6896, top5_acc: 0.8474, loss_cls: 1.3665, loss: 1.3665, grad_norm: 17.8136 2020-08-10 16:18:50,910 - mmaction - INFO - Epoch [26][1000/2505] lr: 5.000e-04, eta: 1 day, 20:29:42, time: 1.922, data_time: 0.001, memory: 8521, top1_acc: 0.6906, top5_acc: 0.8625, loss_cls: 1.3211, loss: 1.3211, grad_norm: 17.7097 2020-08-10 16:19:28,525 - mmaction - INFO - Epoch [26][1020/2505] lr: 5.000e-04, eta: 1 day, 20:29:01, time: 1.881, data_time: 0.001, memory: 8521, top1_acc: 0.6828, top5_acc: 0.8547, loss_cls: 1.2970, loss: 1.2970, grad_norm: 18.0945 2020-08-10 16:20:06,825 - mmaction - INFO - Epoch [26][1040/2505] lr: 5.000e-04, eta: 1 day, 20:28:21, time: 1.915, data_time: 0.001, memory: 8521, top1_acc: 0.6859, top5_acc: 0.8599, loss_cls: 1.3192, loss: 1.3192, grad_norm: 18.8481 2020-08-10 16:20:44,175 - mmaction - INFO - Epoch [26][1060/2505] lr: 5.000e-04, eta: 1 day, 20:27:39, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6833, top5_acc: 0.8542, loss_cls: 1.3388, loss: 1.3388, grad_norm: 18.8312 2020-08-10 16:21:21,651 - mmaction - INFO - Epoch [26][1080/2505] lr: 5.000e-04, eta: 1 day, 20:26:58, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.6818, top5_acc: 0.8563, loss_cls: 1.2824, loss: 1.2824, grad_norm: 17.6578 2020-08-10 16:21:59,138 - mmaction - INFO - Epoch [26][1100/2505] lr: 5.000e-04, eta: 1 day, 20:26:16, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.6948, top5_acc: 0.8583, loss_cls: 1.2723, loss: 1.2723, grad_norm: 18.8293 2020-08-10 16:22:36,884 - mmaction - INFO - Epoch [26][1120/2505] lr: 5.000e-04, eta: 1 day, 20:25:35, time: 1.888, data_time: 0.001, memory: 8521, top1_acc: 0.6766, top5_acc: 0.8542, loss_cls: 1.3220, loss: 1.3220, grad_norm: 18.4817 2020-08-10 16:23:14,386 - mmaction - INFO - Epoch [26][1140/2505] lr: 5.000e-04, eta: 1 day, 20:24:54, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.6823, top5_acc: 0.8599, loss_cls: 1.3244, loss: 1.3244, grad_norm: 17.9516 2020-08-10 16:23:51,923 - mmaction - INFO - Epoch [26][1160/2505] lr: 5.000e-04, eta: 1 day, 20:24:12, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.6880, top5_acc: 0.8526, loss_cls: 1.2985, loss: 1.2985, grad_norm: 18.3900 2020-08-10 16:24:29,280 - mmaction - INFO - Epoch [26][1180/2505] lr: 5.000e-04, eta: 1 day, 20:23:31, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7073, top5_acc: 0.8719, loss_cls: 1.2112, loss: 1.2112, grad_norm: 18.2004 2020-08-10 16:25:06,816 - mmaction - INFO - Epoch [26][1200/2505] lr: 5.000e-04, eta: 1 day, 20:22:49, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.6786, top5_acc: 0.8563, loss_cls: 1.3636, loss: 1.3636, grad_norm: 18.3617 2020-08-10 16:25:44,398 - mmaction - INFO - Epoch [26][1220/2505] lr: 5.000e-04, eta: 1 day, 20:22:08, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.7031, top5_acc: 0.8771, loss_cls: 1.2139, loss: 1.2139, grad_norm: 18.0802 2020-08-10 16:26:21,905 - mmaction - INFO - Epoch [26][1240/2505] lr: 5.000e-04, eta: 1 day, 20:21:26, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.7021, top5_acc: 0.8661, loss_cls: 1.2837, loss: 1.2837, grad_norm: 18.3596 2020-08-10 16:26:59,309 - mmaction - INFO - Epoch [26][1260/2505] lr: 5.000e-04, eta: 1 day, 20:20:45, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6922, top5_acc: 0.8557, loss_cls: 1.3057, loss: 1.3057, grad_norm: 17.8243 2020-08-10 16:27:36,617 - mmaction - INFO - Epoch [26][1280/2505] lr: 5.000e-04, eta: 1 day, 20:20:03, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6875, top5_acc: 0.8656, loss_cls: 1.2909, loss: 1.2909, grad_norm: 18.3298 2020-08-10 16:28:14,813 - mmaction - INFO - Epoch [26][1300/2505] lr: 5.000e-04, eta: 1 day, 20:19:23, time: 1.908, data_time: 0.002, memory: 8521, top1_acc: 0.6792, top5_acc: 0.8552, loss_cls: 1.3539, loss: 1.3539, grad_norm: 18.3267 2020-08-10 16:28:52,375 - mmaction - INFO - Epoch [26][1320/2505] lr: 5.000e-04, eta: 1 day, 20:18:41, time: 1.879, data_time: 0.011, memory: 8521, top1_acc: 0.6745, top5_acc: 0.8615, loss_cls: 1.3209, loss: 1.3209, grad_norm: 18.9799 2020-08-10 16:29:29,824 - mmaction - INFO - Epoch [26][1340/2505] lr: 5.000e-04, eta: 1 day, 20:18:00, time: 1.872, data_time: 0.002, memory: 8521, top1_acc: 0.6901, top5_acc: 0.8635, loss_cls: 1.2949, loss: 1.2949, grad_norm: 19.5659 2020-08-10 16:30:07,487 - mmaction - INFO - Epoch [26][1360/2505] lr: 5.000e-04, eta: 1 day, 20:17:19, time: 1.883, data_time: 0.001, memory: 8521, top1_acc: 0.6839, top5_acc: 0.8661, loss_cls: 1.2993, loss: 1.2993, grad_norm: 17.6843 2020-08-10 16:30:44,790 - mmaction - INFO - Epoch [26][1380/2505] lr: 5.000e-04, eta: 1 day, 20:16:37, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6797, top5_acc: 0.8672, loss_cls: 1.3349, loss: 1.3349, grad_norm: 18.2175 2020-08-10 16:31:22,118 - mmaction - INFO - Epoch [26][1400/2505] lr: 5.000e-04, eta: 1 day, 20:15:55, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6885, top5_acc: 0.8542, loss_cls: 1.3268, loss: 1.3268, grad_norm: 18.1959 2020-08-10 16:31:59,461 - mmaction - INFO - Epoch [26][1420/2505] lr: 5.000e-04, eta: 1 day, 20:15:14, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7068, top5_acc: 0.8703, loss_cls: 1.2169, loss: 1.2169, grad_norm: 17.3345 2020-08-10 16:32:36,795 - mmaction - INFO - Epoch [26][1440/2505] lr: 5.000e-04, eta: 1 day, 20:14:32, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7016, top5_acc: 0.8823, loss_cls: 1.2408, loss: 1.2408, grad_norm: 18.1438 2020-08-10 16:33:13,991 - mmaction - INFO - Epoch [26][1460/2505] lr: 5.000e-04, eta: 1 day, 20:13:50, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6917, top5_acc: 0.8667, loss_cls: 1.2944, loss: 1.2944, grad_norm: 18.4662 2020-08-10 16:33:51,231 - mmaction - INFO - Epoch [26][1480/2505] lr: 5.000e-04, eta: 1 day, 20:13:09, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7010, top5_acc: 0.8766, loss_cls: 1.2379, loss: 1.2379, grad_norm: 18.1281 2020-08-10 16:34:28,688 - mmaction - INFO - Epoch [26][1500/2505] lr: 5.000e-04, eta: 1 day, 20:12:27, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.6698, top5_acc: 0.8531, loss_cls: 1.3382, loss: 1.3382, grad_norm: 19.5028 2020-08-10 16:35:05,906 - mmaction - INFO - Epoch [26][1520/2505] lr: 5.000e-04, eta: 1 day, 20:11:46, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6594, top5_acc: 0.8484, loss_cls: 1.4046, loss: 1.4046, grad_norm: 19.6902 2020-08-10 16:35:43,262 - mmaction - INFO - Epoch [26][1540/2505] lr: 5.000e-04, eta: 1 day, 20:11:04, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6495, top5_acc: 0.8406, loss_cls: 1.4392, loss: 1.4392, grad_norm: 18.8819 2020-08-10 16:36:20,840 - mmaction - INFO - Epoch [26][1560/2505] lr: 5.000e-04, eta: 1 day, 20:10:23, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.6917, top5_acc: 0.8766, loss_cls: 1.2627, loss: 1.2627, grad_norm: 19.2723 2020-08-10 16:36:58,109 - mmaction - INFO - Epoch [26][1580/2505] lr: 5.000e-04, eta: 1 day, 20:09:41, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6745, top5_acc: 0.8661, loss_cls: 1.3514, loss: 1.3514, grad_norm: 18.2128 2020-08-10 16:37:35,531 - mmaction - INFO - Epoch [26][1600/2505] lr: 5.000e-04, eta: 1 day, 20:09:00, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.6859, top5_acc: 0.8594, loss_cls: 1.3034, loss: 1.3034, grad_norm: 18.2579 2020-08-10 16:38:13,125 - mmaction - INFO - Epoch [26][1620/2505] lr: 5.000e-04, eta: 1 day, 20:08:18, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.6865, top5_acc: 0.8714, loss_cls: 1.3333, loss: 1.3333, grad_norm: 19.0584 2020-08-10 16:38:50,549 - mmaction - INFO - Epoch [26][1640/2505] lr: 5.000e-04, eta: 1 day, 20:07:37, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.6755, top5_acc: 0.8516, loss_cls: 1.3859, loss: 1.3859, grad_norm: 18.9139 2020-08-10 16:39:28,035 - mmaction - INFO - Epoch [26][1660/2505] lr: 5.000e-04, eta: 1 day, 20:06:55, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.6844, top5_acc: 0.8630, loss_cls: 1.3154, loss: 1.3154, grad_norm: 18.9586 2020-08-10 16:40:05,440 - mmaction - INFO - Epoch [26][1680/2505] lr: 5.000e-04, eta: 1 day, 20:06:14, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6781, top5_acc: 0.8552, loss_cls: 1.3586, loss: 1.3586, grad_norm: 17.6593 2020-08-10 16:40:42,705 - mmaction - INFO - Epoch [26][1700/2505] lr: 5.000e-04, eta: 1 day, 20:05:32, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6734, top5_acc: 0.8401, loss_cls: 1.3913, loss: 1.3913, grad_norm: 17.9830 2020-08-10 16:41:20,178 - mmaction - INFO - Epoch [26][1720/2505] lr: 5.000e-04, eta: 1 day, 20:04:51, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.6969, top5_acc: 0.8667, loss_cls: 1.2748, loss: 1.2748, grad_norm: 17.6688 2020-08-10 16:41:57,726 - mmaction - INFO - Epoch [26][1740/2505] lr: 5.000e-04, eta: 1 day, 20:04:10, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.6828, top5_acc: 0.8583, loss_cls: 1.3202, loss: 1.3202, grad_norm: 18.2077 2020-08-10 16:42:35,294 - mmaction - INFO - Epoch [26][1760/2505] lr: 5.000e-04, eta: 1 day, 20:03:28, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.6760, top5_acc: 0.8474, loss_cls: 1.3622, loss: 1.3622, grad_norm: 18.1225 2020-08-10 16:43:12,759 - mmaction - INFO - Epoch [26][1780/2505] lr: 5.000e-04, eta: 1 day, 20:02:47, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.6781, top5_acc: 0.8536, loss_cls: 1.3438, loss: 1.3438, grad_norm: 17.8096 2020-08-10 16:43:49,991 - mmaction - INFO - Epoch [26][1800/2505] lr: 5.000e-04, eta: 1 day, 20:02:05, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6901, top5_acc: 0.8646, loss_cls: 1.2682, loss: 1.2682, grad_norm: 17.7829 2020-08-10 16:44:27,343 - mmaction - INFO - Epoch [26][1820/2505] lr: 5.000e-04, eta: 1 day, 20:01:24, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6734, top5_acc: 0.8573, loss_cls: 1.3130, loss: 1.3130, grad_norm: 18.3766 2020-08-10 16:45:04,695 - mmaction - INFO - Epoch [26][1840/2505] lr: 5.000e-04, eta: 1 day, 20:00:42, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6953, top5_acc: 0.8625, loss_cls: 1.2667, loss: 1.2667, grad_norm: 18.0597 2020-08-10 16:45:42,118 - mmaction - INFO - Epoch [26][1860/2505] lr: 5.000e-04, eta: 1 day, 20:00:01, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.6797, top5_acc: 0.8563, loss_cls: 1.3027, loss: 1.3027, grad_norm: 18.7215 2020-08-10 16:46:19,585 - mmaction - INFO - Epoch [26][1880/2505] lr: 5.000e-04, eta: 1 day, 19:59:19, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.6714, top5_acc: 0.8620, loss_cls: 1.3531, loss: 1.3531, grad_norm: 18.6172 2020-08-10 16:46:57,064 - mmaction - INFO - Epoch [26][1900/2505] lr: 5.000e-04, eta: 1 day, 19:58:38, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.6776, top5_acc: 0.8661, loss_cls: 1.3060, loss: 1.3060, grad_norm: 17.6214 2020-08-10 16:47:34,488 - mmaction - INFO - Epoch [26][1920/2505] lr: 5.000e-04, eta: 1 day, 19:57:57, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.7031, top5_acc: 0.8620, loss_cls: 1.2705, loss: 1.2705, grad_norm: 18.5679 2020-08-10 16:48:11,842 - mmaction - INFO - Epoch [26][1940/2505] lr: 5.000e-04, eta: 1 day, 19:57:15, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6729, top5_acc: 0.8594, loss_cls: 1.3815, loss: 1.3815, grad_norm: 18.1801 2020-08-10 16:48:49,079 - mmaction - INFO - Epoch [26][1960/2505] lr: 5.000e-04, eta: 1 day, 19:56:33, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6583, top5_acc: 0.8562, loss_cls: 1.3494, loss: 1.3494, grad_norm: 19.6592 2020-08-10 16:49:26,397 - mmaction - INFO - Epoch [26][1980/2505] lr: 5.000e-04, eta: 1 day, 19:55:52, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6875, top5_acc: 0.8656, loss_cls: 1.2906, loss: 1.2906, grad_norm: 18.6527 2020-08-10 16:50:03,823 - mmaction - INFO - Epoch [26][2000/2505] lr: 5.000e-04, eta: 1 day, 19:55:10, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.6786, top5_acc: 0.8547, loss_cls: 1.3593, loss: 1.3593, grad_norm: 18.0883 2020-08-10 16:50:41,053 - mmaction - INFO - Epoch [26][2020/2505] lr: 5.000e-04, eta: 1 day, 19:54:29, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6880, top5_acc: 0.8521, loss_cls: 1.3194, loss: 1.3194, grad_norm: 17.5805 2020-08-10 16:51:18,404 - mmaction - INFO - Epoch [26][2040/2505] lr: 5.000e-04, eta: 1 day, 19:53:47, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6797, top5_acc: 0.8542, loss_cls: 1.3235, loss: 1.3235, grad_norm: 17.5484 2020-08-10 16:51:55,759 - mmaction - INFO - Epoch [26][2060/2505] lr: 5.000e-04, eta: 1 day, 19:53:06, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6797, top5_acc: 0.8661, loss_cls: 1.2968, loss: 1.2968, grad_norm: 18.0205 2020-08-10 16:52:32,975 - mmaction - INFO - Epoch [26][2080/2505] lr: 5.000e-04, eta: 1 day, 19:52:24, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6786, top5_acc: 0.8620, loss_cls: 1.3227, loss: 1.3227, grad_norm: 17.8945 2020-08-10 16:53:10,219 - mmaction - INFO - Epoch [26][2100/2505] lr: 5.000e-04, eta: 1 day, 19:51:42, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7026, top5_acc: 0.8646, loss_cls: 1.2620, loss: 1.2620, grad_norm: 17.5438 2020-08-10 16:53:47,628 - mmaction - INFO - Epoch [26][2120/2505] lr: 5.000e-04, eta: 1 day, 19:51:01, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6870, top5_acc: 0.8604, loss_cls: 1.3011, loss: 1.3011, grad_norm: 17.4013 2020-08-10 16:54:24,952 - mmaction - INFO - Epoch [26][2140/2505] lr: 5.000e-04, eta: 1 day, 19:50:19, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6859, top5_acc: 0.8578, loss_cls: 1.3408, loss: 1.3408, grad_norm: 17.7008 2020-08-10 16:55:02,442 - mmaction - INFO - Epoch [26][2160/2505] lr: 5.000e-04, eta: 1 day, 19:49:38, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.6745, top5_acc: 0.8557, loss_cls: 1.3236, loss: 1.3236, grad_norm: 18.3287 2020-08-10 16:55:39,750 - mmaction - INFO - Epoch [26][2180/2505] lr: 5.000e-04, eta: 1 day, 19:48:57, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6818, top5_acc: 0.8531, loss_cls: 1.3736, loss: 1.3736, grad_norm: 19.0626 2020-08-10 16:56:16,901 - mmaction - INFO - Epoch [26][2200/2505] lr: 5.000e-04, eta: 1 day, 19:48:15, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6990, top5_acc: 0.8661, loss_cls: 1.2356, loss: 1.2356, grad_norm: 18.5431 2020-08-10 16:56:54,347 - mmaction - INFO - Epoch [26][2220/2505] lr: 5.000e-04, eta: 1 day, 19:47:34, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.6786, top5_acc: 0.8536, loss_cls: 1.3418, loss: 1.3418, grad_norm: 18.5388 2020-08-10 16:57:31,792 - mmaction - INFO - Epoch [26][2240/2505] lr: 5.000e-04, eta: 1 day, 19:46:52, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.6771, top5_acc: 0.8609, loss_cls: 1.2976, loss: 1.2976, grad_norm: 18.6721 2020-08-10 16:58:09,162 - mmaction - INFO - Epoch [26][2260/2505] lr: 5.000e-04, eta: 1 day, 19:46:11, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6760, top5_acc: 0.8490, loss_cls: 1.3613, loss: 1.3613, grad_norm: 18.5330 2020-08-10 16:58:46,775 - mmaction - INFO - Epoch [26][2280/2505] lr: 5.000e-04, eta: 1 day, 19:45:30, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.6901, top5_acc: 0.8573, loss_cls: 1.2933, loss: 1.2933, grad_norm: 17.8884 2020-08-10 16:59:24,350 - mmaction - INFO - Epoch [26][2300/2505] lr: 5.000e-04, eta: 1 day, 19:44:48, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.6828, top5_acc: 0.8719, loss_cls: 1.2902, loss: 1.2902, grad_norm: 18.9278 2020-08-10 17:00:01,655 - mmaction - INFO - Epoch [26][2320/2505] lr: 5.000e-04, eta: 1 day, 19:44:07, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6911, top5_acc: 0.8573, loss_cls: 1.3221, loss: 1.3221, grad_norm: 18.0978 2020-08-10 17:00:42,161 - mmaction - INFO - Epoch [26][2340/2505] lr: 5.000e-04, eta: 1 day, 19:43:29, time: 2.022, data_time: 0.001, memory: 8521, top1_acc: 0.6984, top5_acc: 0.8583, loss_cls: 1.2894, loss: 1.2894, grad_norm: 17.5519 2020-08-10 17:01:19,856 - mmaction - INFO - Epoch [26][2360/2505] lr: 5.000e-04, eta: 1 day, 19:42:48, time: 1.887, data_time: 0.010, memory: 8521, top1_acc: 0.6813, top5_acc: 0.8568, loss_cls: 1.3259, loss: 1.3259, grad_norm: 17.5872 2020-08-10 17:01:57,270 - mmaction - INFO - Epoch [26][2380/2505] lr: 5.000e-04, eta: 1 day, 19:42:07, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.6781, top5_acc: 0.8536, loss_cls: 1.3471, loss: 1.3471, grad_norm: 17.7522 2020-08-10 17:02:34,744 - mmaction - INFO - Epoch [26][2400/2505] lr: 5.000e-04, eta: 1 day, 19:41:25, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.7083, top5_acc: 0.8667, loss_cls: 1.2550, loss: 1.2550, grad_norm: 18.9194 2020-08-10 17:03:12,357 - mmaction - INFO - Epoch [26][2420/2505] lr: 5.000e-04, eta: 1 day, 19:40:44, time: 1.881, data_time: 0.001, memory: 8521, top1_acc: 0.6870, top5_acc: 0.8635, loss_cls: 1.3032, loss: 1.3032, grad_norm: 18.4556 2020-08-10 17:03:49,940 - mmaction - INFO - Epoch [26][2440/2505] lr: 5.000e-04, eta: 1 day, 19:40:03, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.6807, top5_acc: 0.8589, loss_cls: 1.3141, loss: 1.3141, grad_norm: 18.1542 2020-08-10 17:04:27,659 - mmaction - INFO - Epoch [26][2460/2505] lr: 5.000e-04, eta: 1 day, 19:39:22, time: 1.886, data_time: 0.001, memory: 8521, top1_acc: 0.6969, top5_acc: 0.8693, loss_cls: 1.2453, loss: 1.2453, grad_norm: 18.6376 2020-08-10 17:05:05,331 - mmaction - INFO - Epoch [26][2480/2505] lr: 5.000e-04, eta: 1 day, 19:38:41, time: 1.883, data_time: 0.001, memory: 8521, top1_acc: 0.6620, top5_acc: 0.8563, loss_cls: 1.3570, loss: 1.3570, grad_norm: 18.2512 2020-08-10 17:05:43,003 - mmaction - INFO - Epoch [26][2500/2505] lr: 5.000e-04, eta: 1 day, 19:38:00, time: 1.884, data_time: 0.001, memory: 8521, top1_acc: 0.6922, top5_acc: 0.8604, loss_cls: 1.3294, loss: 1.3294, grad_norm: 18.5752 2020-08-10 17:06:01,764 - mmaction - INFO - Saving checkpoint at 26 epochs 2020-08-10 17:08:07,928 - mmaction - INFO - Epoch [27][20/2505] lr: 5.000e-04, eta: 1 day, 19:38:45, time: 6.279, data_time: 4.174, memory: 8521, top1_acc: 0.6813, top5_acc: 0.8453, loss_cls: 1.3639, loss: 1.3639, grad_norm: 18.4746 2020-08-10 17:08:46,130 - mmaction - INFO - Epoch [27][40/2505] lr: 5.000e-04, eta: 1 day, 19:38:05, time: 1.910, data_time: 0.014, memory: 8521, top1_acc: 0.6927, top5_acc: 0.8714, loss_cls: 1.2506, loss: 1.2506, grad_norm: 18.4964 2020-08-10 17:09:23,883 - mmaction - INFO - Epoch [27][60/2505] lr: 5.000e-04, eta: 1 day, 19:37:24, time: 1.888, data_time: 0.001, memory: 8521, top1_acc: 0.6979, top5_acc: 0.8630, loss_cls: 1.2623, loss: 1.2623, grad_norm: 18.2043 2020-08-10 17:10:01,980 - mmaction - INFO - Epoch [27][80/2505] lr: 5.000e-04, eta: 1 day, 19:36:43, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.6911, top5_acc: 0.8672, loss_cls: 1.2931, loss: 1.2931, grad_norm: 18.6593 2020-08-10 17:10:40,588 - mmaction - INFO - Epoch [27][100/2505] lr: 5.000e-04, eta: 1 day, 19:36:03, time: 1.956, data_time: 0.035, memory: 8521, top1_acc: 0.6974, top5_acc: 0.8734, loss_cls: 1.2417, loss: 1.2417, grad_norm: 18.3251 2020-08-10 17:11:18,248 - mmaction - INFO - Epoch [27][120/2505] lr: 5.000e-04, eta: 1 day, 19:35:22, time: 1.883, data_time: 0.001, memory: 8521, top1_acc: 0.6932, top5_acc: 0.8708, loss_cls: 1.2725, loss: 1.2725, grad_norm: 18.1306 2020-08-10 17:11:56,022 - mmaction - INFO - Epoch [27][140/2505] lr: 5.000e-04, eta: 1 day, 19:34:41, time: 1.889, data_time: 0.001, memory: 8521, top1_acc: 0.6792, top5_acc: 0.8536, loss_cls: 1.3462, loss: 1.3462, grad_norm: 18.3484 2020-08-10 17:12:33,612 - mmaction - INFO - Epoch [27][160/2505] lr: 5.000e-04, eta: 1 day, 19:34:00, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.6937, top5_acc: 0.8562, loss_cls: 1.2840, loss: 1.2840, grad_norm: 18.1661 2020-08-10 17:13:11,501 - mmaction - INFO - Epoch [27][180/2505] lr: 5.000e-04, eta: 1 day, 19:33:19, time: 1.894, data_time: 0.001, memory: 8521, top1_acc: 0.6995, top5_acc: 0.8656, loss_cls: 1.2341, loss: 1.2341, grad_norm: 18.4917 2020-08-10 17:13:49,031 - mmaction - INFO - Epoch [27][200/2505] lr: 5.000e-04, eta: 1 day, 19:32:38, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.6807, top5_acc: 0.8609, loss_cls: 1.2901, loss: 1.2901, grad_norm: 18.1334 2020-08-10 17:14:26,465 - mmaction - INFO - Epoch [27][220/2505] lr: 5.000e-04, eta: 1 day, 19:31:57, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.6953, top5_acc: 0.8667, loss_cls: 1.2782, loss: 1.2782, grad_norm: 19.2261 2020-08-10 17:15:04,009 - mmaction - INFO - Epoch [27][240/2505] lr: 5.000e-04, eta: 1 day, 19:31:15, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.6859, top5_acc: 0.8604, loss_cls: 1.3226, loss: 1.3226, grad_norm: 17.7242 2020-08-10 17:15:41,391 - mmaction - INFO - Epoch [27][260/2505] lr: 5.000e-04, eta: 1 day, 19:30:34, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6807, top5_acc: 0.8661, loss_cls: 1.3054, loss: 1.3054, grad_norm: 19.1102 2020-08-10 17:16:18,932 - mmaction - INFO - Epoch [27][280/2505] lr: 5.000e-04, eta: 1 day, 19:29:53, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.6698, top5_acc: 0.8568, loss_cls: 1.3655, loss: 1.3655, grad_norm: 18.1351 2020-08-10 17:16:56,377 - mmaction - INFO - Epoch [27][300/2505] lr: 5.000e-04, eta: 1 day, 19:29:11, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.6891, top5_acc: 0.8667, loss_cls: 1.3116, loss: 1.3116, grad_norm: 18.0791 2020-08-10 17:17:33,884 - mmaction - INFO - Epoch [27][320/2505] lr: 5.000e-04, eta: 1 day, 19:28:30, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.6969, top5_acc: 0.8682, loss_cls: 1.2689, loss: 1.2689, grad_norm: 19.3961 2020-08-10 17:18:11,357 - mmaction - INFO - Epoch [27][340/2505] lr: 5.000e-04, eta: 1 day, 19:27:49, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.7057, top5_acc: 0.8688, loss_cls: 1.2647, loss: 1.2647, grad_norm: 19.1145 2020-08-10 17:18:49,026 - mmaction - INFO - Epoch [27][360/2505] lr: 5.000e-04, eta: 1 day, 19:27:08, time: 1.883, data_time: 0.001, memory: 8521, top1_acc: 0.6979, top5_acc: 0.8599, loss_cls: 1.2905, loss: 1.2905, grad_norm: 18.0396 2020-08-10 17:19:26,488 - mmaction - INFO - Epoch [27][380/2505] lr: 5.000e-04, eta: 1 day, 19:26:26, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.6979, top5_acc: 0.8703, loss_cls: 1.2550, loss: 1.2550, grad_norm: 17.1914 2020-08-10 17:20:04,230 - mmaction - INFO - Epoch [27][400/2505] lr: 5.000e-04, eta: 1 day, 19:25:45, time: 1.887, data_time: 0.001, memory: 8521, top1_acc: 0.6828, top5_acc: 0.8630, loss_cls: 1.2796, loss: 1.2796, grad_norm: 19.0007 2020-08-10 17:20:41,634 - mmaction - INFO - Epoch [27][420/2505] lr: 5.000e-04, eta: 1 day, 19:25:04, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6953, top5_acc: 0.8703, loss_cls: 1.2795, loss: 1.2795, grad_norm: 18.4502 2020-08-10 17:21:19,051 - mmaction - INFO - Epoch [27][440/2505] lr: 5.000e-04, eta: 1 day, 19:24:22, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.6823, top5_acc: 0.8594, loss_cls: 1.3125, loss: 1.3125, grad_norm: 18.3635 2020-08-10 17:21:56,670 - mmaction - INFO - Epoch [27][460/2505] lr: 5.000e-04, eta: 1 day, 19:23:41, time: 1.881, data_time: 0.001, memory: 8521, top1_acc: 0.6781, top5_acc: 0.8583, loss_cls: 1.3194, loss: 1.3194, grad_norm: 18.8310 2020-08-10 17:22:34,206 - mmaction - INFO - Epoch [27][480/2505] lr: 5.000e-04, eta: 1 day, 19:23:00, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.6990, top5_acc: 0.8682, loss_cls: 1.2931, loss: 1.2931, grad_norm: 18.2252 2020-08-10 17:23:11,548 - mmaction - INFO - Epoch [27][500/2505] lr: 5.000e-04, eta: 1 day, 19:22:19, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6802, top5_acc: 0.8609, loss_cls: 1.3286, loss: 1.3286, grad_norm: 16.9514 2020-08-10 17:23:49,276 - mmaction - INFO - Epoch [27][520/2505] lr: 5.000e-04, eta: 1 day, 19:21:38, time: 1.886, data_time: 0.001, memory: 8521, top1_acc: 0.6875, top5_acc: 0.8547, loss_cls: 1.3297, loss: 1.3297, grad_norm: 18.5291 2020-08-10 17:24:27,051 - mmaction - INFO - Epoch [27][540/2505] lr: 5.000e-04, eta: 1 day, 19:20:57, time: 1.889, data_time: 0.001, memory: 8521, top1_acc: 0.6807, top5_acc: 0.8531, loss_cls: 1.3553, loss: 1.3553, grad_norm: 17.9238 2020-08-10 17:25:04,783 - mmaction - INFO - Epoch [27][560/2505] lr: 5.000e-04, eta: 1 day, 19:20:16, time: 1.887, data_time: 0.001, memory: 8521, top1_acc: 0.6948, top5_acc: 0.8542, loss_cls: 1.2962, loss: 1.2962, grad_norm: 17.7435 2020-08-10 17:25:42,177 - mmaction - INFO - Epoch [27][580/2505] lr: 5.000e-04, eta: 1 day, 19:19:34, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6880, top5_acc: 0.8557, loss_cls: 1.3215, loss: 1.3215, grad_norm: 17.1177 2020-08-10 17:26:19,683 - mmaction - INFO - Epoch [27][600/2505] lr: 5.000e-04, eta: 1 day, 19:18:53, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.7047, top5_acc: 0.8651, loss_cls: 1.2678, loss: 1.2678, grad_norm: 18.2053 2020-08-10 17:26:56,981 - mmaction - INFO - Epoch [27][620/2505] lr: 5.000e-04, eta: 1 day, 19:18:12, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6995, top5_acc: 0.8729, loss_cls: 1.2239, loss: 1.2239, grad_norm: 17.1074 2020-08-10 17:27:34,487 - mmaction - INFO - Epoch [27][640/2505] lr: 5.000e-04, eta: 1 day, 19:17:30, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.6729, top5_acc: 0.8688, loss_cls: 1.3029, loss: 1.3029, grad_norm: 18.8324 2020-08-10 17:28:12,275 - mmaction - INFO - Epoch [27][660/2505] lr: 5.000e-04, eta: 1 day, 19:16:49, time: 1.889, data_time: 0.001, memory: 8521, top1_acc: 0.6797, top5_acc: 0.8599, loss_cls: 1.3476, loss: 1.3476, grad_norm: 18.5405 2020-08-10 17:28:49,830 - mmaction - INFO - Epoch [27][680/2505] lr: 5.000e-04, eta: 1 day, 19:16:08, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.6797, top5_acc: 0.8615, loss_cls: 1.3134, loss: 1.3134, grad_norm: 18.5507 2020-08-10 17:29:27,329 - mmaction - INFO - Epoch [27][700/2505] lr: 5.000e-04, eta: 1 day, 19:15:27, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.6953, top5_acc: 0.8682, loss_cls: 1.2571, loss: 1.2571, grad_norm: 18.0454 2020-08-10 17:30:05,092 - mmaction - INFO - Epoch [27][720/2505] lr: 5.000e-04, eta: 1 day, 19:14:46, time: 1.888, data_time: 0.001, memory: 8521, top1_acc: 0.6917, top5_acc: 0.8578, loss_cls: 1.2614, loss: 1.2614, grad_norm: 18.2763 2020-08-10 17:30:42,802 - mmaction - INFO - Epoch [27][740/2505] lr: 5.000e-04, eta: 1 day, 19:14:05, time: 1.885, data_time: 0.001, memory: 8521, top1_acc: 0.6807, top5_acc: 0.8599, loss_cls: 1.2962, loss: 1.2962, grad_norm: 18.0786 2020-08-10 17:31:20,533 - mmaction - INFO - Epoch [27][760/2505] lr: 5.000e-04, eta: 1 day, 19:13:24, time: 1.887, data_time: 0.001, memory: 8521, top1_acc: 0.6677, top5_acc: 0.8510, loss_cls: 1.3575, loss: 1.3575, grad_norm: 18.5422 2020-08-10 17:31:57,831 - mmaction - INFO - Epoch [27][780/2505] lr: 5.000e-04, eta: 1 day, 19:12:43, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6786, top5_acc: 0.8672, loss_cls: 1.2839, loss: 1.2839, grad_norm: 18.2275 2020-08-10 17:32:35,358 - mmaction - INFO - Epoch [27][800/2505] lr: 5.000e-04, eta: 1 day, 19:12:02, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.6979, top5_acc: 0.8771, loss_cls: 1.2493, loss: 1.2493, grad_norm: 18.0050 2020-08-10 17:33:12,803 - mmaction - INFO - Epoch [27][820/2505] lr: 5.000e-04, eta: 1 day, 19:11:20, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.7052, top5_acc: 0.8672, loss_cls: 1.2708, loss: 1.2708, grad_norm: 18.3749 2020-08-10 17:33:50,174 - mmaction - INFO - Epoch [27][840/2505] lr: 5.000e-04, eta: 1 day, 19:10:39, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6875, top5_acc: 0.8526, loss_cls: 1.3201, loss: 1.3201, grad_norm: 17.6646 2020-08-10 17:34:27,729 - mmaction - INFO - Epoch [27][860/2505] lr: 5.000e-04, eta: 1 day, 19:09:58, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.7104, top5_acc: 0.8776, loss_cls: 1.2050, loss: 1.2050, grad_norm: 18.8744 2020-08-10 17:35:05,504 - mmaction - INFO - Epoch [27][880/2505] lr: 5.000e-04, eta: 1 day, 19:09:17, time: 1.889, data_time: 0.001, memory: 8521, top1_acc: 0.6948, top5_acc: 0.8682, loss_cls: 1.2729, loss: 1.2729, grad_norm: 17.6291 2020-08-10 17:35:43,322 - mmaction - INFO - Epoch [27][900/2505] lr: 5.000e-04, eta: 1 day, 19:08:36, time: 1.891, data_time: 0.001, memory: 8521, top1_acc: 0.6901, top5_acc: 0.8677, loss_cls: 1.2974, loss: 1.2974, grad_norm: 18.3367 2020-08-10 17:36:20,775 - mmaction - INFO - Epoch [27][920/2505] lr: 5.000e-04, eta: 1 day, 19:07:55, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.6781, top5_acc: 0.8484, loss_cls: 1.3485, loss: 1.3485, grad_norm: 18.7095 2020-08-10 17:36:59,704 - mmaction - INFO - Epoch [27][940/2505] lr: 5.000e-04, eta: 1 day, 19:07:15, time: 1.945, data_time: 0.001, memory: 8521, top1_acc: 0.6609, top5_acc: 0.8432, loss_cls: 1.4240, loss: 1.4240, grad_norm: 19.0329 2020-08-10 17:37:37,267 - mmaction - INFO - Epoch [27][960/2505] lr: 5.000e-04, eta: 1 day, 19:06:34, time: 1.879, data_time: 0.002, memory: 8521, top1_acc: 0.7063, top5_acc: 0.8729, loss_cls: 1.2392, loss: 1.2392, grad_norm: 18.4029 2020-08-10 17:38:14,791 - mmaction - INFO - Epoch [27][980/2505] lr: 5.000e-04, eta: 1 day, 19:05:53, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.6813, top5_acc: 0.8531, loss_cls: 1.3457, loss: 1.3457, grad_norm: 17.8503 2020-08-10 17:38:52,343 - mmaction - INFO - Epoch [27][1000/2505] lr: 5.000e-04, eta: 1 day, 19:05:12, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.7068, top5_acc: 0.8630, loss_cls: 1.2584, loss: 1.2584, grad_norm: 18.2806 2020-08-10 17:39:29,831 - mmaction - INFO - Epoch [27][1020/2505] lr: 5.000e-04, eta: 1 day, 19:04:30, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.7005, top5_acc: 0.8719, loss_cls: 1.2389, loss: 1.2389, grad_norm: 17.4634 2020-08-10 17:40:08,311 - mmaction - INFO - Epoch [27][1040/2505] lr: 5.000e-04, eta: 1 day, 19:03:50, time: 1.924, data_time: 0.001, memory: 8521, top1_acc: 0.6823, top5_acc: 0.8536, loss_cls: 1.3141, loss: 1.3141, grad_norm: 18.0759 2020-08-10 17:40:45,851 - mmaction - INFO - Epoch [27][1060/2505] lr: 5.000e-04, eta: 1 day, 19:03:09, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.6958, top5_acc: 0.8667, loss_cls: 1.2607, loss: 1.2607, grad_norm: 17.2515 2020-08-10 17:41:23,434 - mmaction - INFO - Epoch [27][1080/2505] lr: 5.000e-04, eta: 1 day, 19:02:28, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.6839, top5_acc: 0.8615, loss_cls: 1.3103, loss: 1.3103, grad_norm: 18.2006 2020-08-10 17:42:01,184 - mmaction - INFO - Epoch [27][1100/2505] lr: 5.000e-04, eta: 1 day, 19:01:47, time: 1.887, data_time: 0.001, memory: 8521, top1_acc: 0.7016, top5_acc: 0.8714, loss_cls: 1.2265, loss: 1.2265, grad_norm: 17.8369 2020-08-10 17:42:38,847 - mmaction - INFO - Epoch [27][1120/2505] lr: 5.000e-04, eta: 1 day, 19:01:06, time: 1.883, data_time: 0.001, memory: 8521, top1_acc: 0.6854, top5_acc: 0.8583, loss_cls: 1.3365, loss: 1.3365, grad_norm: 18.3260 2020-08-10 17:43:16,153 - mmaction - INFO - Epoch [27][1140/2505] lr: 5.000e-04, eta: 1 day, 19:00:25, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6724, top5_acc: 0.8609, loss_cls: 1.3201, loss: 1.3201, grad_norm: 18.2668 2020-08-10 17:43:53,716 - mmaction - INFO - Epoch [27][1160/2505] lr: 5.000e-04, eta: 1 day, 18:59:44, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.6880, top5_acc: 0.8604, loss_cls: 1.3230, loss: 1.3230, grad_norm: 18.3716 2020-08-10 17:44:31,160 - mmaction - INFO - Epoch [27][1180/2505] lr: 5.000e-04, eta: 1 day, 18:59:02, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.6870, top5_acc: 0.8505, loss_cls: 1.3204, loss: 1.3204, grad_norm: 17.4136 2020-08-10 17:45:08,678 - mmaction - INFO - Epoch [27][1200/2505] lr: 5.000e-04, eta: 1 day, 18:58:21, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.7036, top5_acc: 0.8740, loss_cls: 1.2328, loss: 1.2328, grad_norm: 18.2281 2020-08-10 17:45:45,928 - mmaction - INFO - Epoch [27][1220/2505] lr: 5.000e-04, eta: 1 day, 18:57:40, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6995, top5_acc: 0.8703, loss_cls: 1.2298, loss: 1.2298, grad_norm: 18.2472 2020-08-10 17:46:23,432 - mmaction - INFO - Epoch [27][1240/2505] lr: 5.000e-04, eta: 1 day, 18:56:59, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.6875, top5_acc: 0.8682, loss_cls: 1.2680, loss: 1.2680, grad_norm: 17.7701 2020-08-10 17:47:01,038 - mmaction - INFO - Epoch [27][1260/2505] lr: 5.000e-04, eta: 1 day, 18:56:18, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.6953, top5_acc: 0.8552, loss_cls: 1.2885, loss: 1.2885, grad_norm: 17.8793 2020-08-10 17:47:38,277 - mmaction - INFO - Epoch [27][1280/2505] lr: 5.000e-04, eta: 1 day, 18:55:36, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6917, top5_acc: 0.8734, loss_cls: 1.2805, loss: 1.2805, grad_norm: 19.0331 2020-08-10 17:48:15,795 - mmaction - INFO - Epoch [27][1300/2505] lr: 5.000e-04, eta: 1 day, 18:54:55, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.7057, top5_acc: 0.8672, loss_cls: 1.2584, loss: 1.2584, grad_norm: 18.0101 2020-08-10 17:48:53,251 - mmaction - INFO - Epoch [27][1320/2505] lr: 5.000e-04, eta: 1 day, 18:54:14, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.6896, top5_acc: 0.8661, loss_cls: 1.3111, loss: 1.3111, grad_norm: 18.1846 2020-08-10 17:49:30,775 - mmaction - INFO - Epoch [27][1340/2505] lr: 5.000e-04, eta: 1 day, 18:53:32, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.7026, top5_acc: 0.8651, loss_cls: 1.2895, loss: 1.2895, grad_norm: 18.3960 2020-08-10 17:50:08,248 - mmaction - INFO - Epoch [27][1360/2505] lr: 5.000e-04, eta: 1 day, 18:52:51, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.6901, top5_acc: 0.8656, loss_cls: 1.2746, loss: 1.2746, grad_norm: 17.6635 2020-08-10 17:50:45,694 - mmaction - INFO - Epoch [27][1380/2505] lr: 5.000e-04, eta: 1 day, 18:52:10, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.6844, top5_acc: 0.8677, loss_cls: 1.3251, loss: 1.3251, grad_norm: 17.7622 2020-08-10 17:51:23,142 - mmaction - INFO - Epoch [27][1400/2505] lr: 5.000e-04, eta: 1 day, 18:51:29, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.6917, top5_acc: 0.8703, loss_cls: 1.2362, loss: 1.2362, grad_norm: 18.3819 2020-08-10 17:52:00,695 - mmaction - INFO - Epoch [27][1420/2505] lr: 5.000e-04, eta: 1 day, 18:50:48, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.6885, top5_acc: 0.8521, loss_cls: 1.3274, loss: 1.3274, grad_norm: 18.8735 2020-08-10 17:52:38,228 - mmaction - INFO - Epoch [27][1440/2505] lr: 5.000e-04, eta: 1 day, 18:50:07, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.7000, top5_acc: 0.8698, loss_cls: 1.2099, loss: 1.2099, grad_norm: 18.4106 2020-08-10 17:53:15,739 - mmaction - INFO - Epoch [27][1460/2505] lr: 5.000e-04, eta: 1 day, 18:49:25, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.6708, top5_acc: 0.8599, loss_cls: 1.3627, loss: 1.3627, grad_norm: 18.5701 2020-08-10 17:53:53,296 - mmaction - INFO - Epoch [27][1480/2505] lr: 5.000e-04, eta: 1 day, 18:48:44, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.7042, top5_acc: 0.8802, loss_cls: 1.1966, loss: 1.1966, grad_norm: 17.9916 2020-08-10 17:54:30,672 - mmaction - INFO - Epoch [27][1500/2505] lr: 5.000e-04, eta: 1 day, 18:48:03, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6802, top5_acc: 0.8625, loss_cls: 1.2872, loss: 1.2872, grad_norm: 18.1095 2020-08-10 17:55:08,267 - mmaction - INFO - Epoch [27][1520/2505] lr: 5.000e-04, eta: 1 day, 18:47:22, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.6672, top5_acc: 0.8630, loss_cls: 1.3284, loss: 1.3284, grad_norm: 19.3810 2020-08-10 17:55:45,756 - mmaction - INFO - Epoch [27][1540/2505] lr: 5.000e-04, eta: 1 day, 18:46:41, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.6906, top5_acc: 0.8672, loss_cls: 1.2659, loss: 1.2659, grad_norm: 18.4726 2020-08-10 17:56:23,539 - mmaction - INFO - Epoch [27][1560/2505] lr: 5.000e-04, eta: 1 day, 18:46:00, time: 1.889, data_time: 0.001, memory: 8521, top1_acc: 0.7063, top5_acc: 0.8703, loss_cls: 1.2315, loss: 1.2315, grad_norm: 17.6727 2020-08-10 17:57:01,176 - mmaction - INFO - Epoch [27][1580/2505] lr: 5.000e-04, eta: 1 day, 18:45:19, time: 1.882, data_time: 0.001, memory: 8521, top1_acc: 0.6745, top5_acc: 0.8599, loss_cls: 1.3199, loss: 1.3199, grad_norm: 18.3955 2020-08-10 17:57:39,016 - mmaction - INFO - Epoch [27][1600/2505] lr: 5.000e-04, eta: 1 day, 18:44:38, time: 1.892, data_time: 0.001, memory: 8521, top1_acc: 0.7000, top5_acc: 0.8615, loss_cls: 1.2550, loss: 1.2550, grad_norm: 17.7848 2020-08-10 17:58:16,696 - mmaction - INFO - Epoch [27][1620/2505] lr: 5.000e-04, eta: 1 day, 18:43:57, time: 1.884, data_time: 0.001, memory: 8521, top1_acc: 0.6797, top5_acc: 0.8651, loss_cls: 1.2763, loss: 1.2763, grad_norm: 18.6783 2020-08-10 17:58:54,062 - mmaction - INFO - Epoch [27][1640/2505] lr: 5.000e-04, eta: 1 day, 18:43:16, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6938, top5_acc: 0.8672, loss_cls: 1.3025, loss: 1.3025, grad_norm: 18.9747 2020-08-10 17:59:31,513 - mmaction - INFO - Epoch [27][1660/2505] lr: 5.000e-04, eta: 1 day, 18:42:35, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.7125, top5_acc: 0.8781, loss_cls: 1.1817, loss: 1.1817, grad_norm: 18.7307 2020-08-10 18:00:11,190 - mmaction - INFO - Epoch [27][1680/2505] lr: 5.000e-04, eta: 1 day, 18:41:56, time: 1.981, data_time: 0.001, memory: 8521, top1_acc: 0.7021, top5_acc: 0.8604, loss_cls: 1.2801, loss: 1.2801, grad_norm: 17.8754 2020-08-10 18:00:48,829 - mmaction - INFO - Epoch [27][1700/2505] lr: 5.000e-04, eta: 1 day, 18:41:15, time: 1.885, data_time: 0.013, memory: 8521, top1_acc: 0.6932, top5_acc: 0.8573, loss_cls: 1.3186, loss: 1.3186, grad_norm: 18.8330 2020-08-10 18:01:26,160 - mmaction - INFO - Epoch [27][1720/2505] lr: 5.000e-04, eta: 1 day, 18:40:34, time: 1.867, data_time: 0.002, memory: 8521, top1_acc: 0.6651, top5_acc: 0.8521, loss_cls: 1.3563, loss: 1.3563, grad_norm: 18.7499 2020-08-10 18:02:03,380 - mmaction - INFO - Epoch [27][1740/2505] lr: 5.000e-04, eta: 1 day, 18:39:52, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6807, top5_acc: 0.8531, loss_cls: 1.3776, loss: 1.3776, grad_norm: 17.9880 2020-08-10 18:02:40,743 - mmaction - INFO - Epoch [27][1760/2505] lr: 5.000e-04, eta: 1 day, 18:39:11, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6719, top5_acc: 0.8609, loss_cls: 1.3212, loss: 1.3212, grad_norm: 17.7146 2020-08-10 18:03:18,133 - mmaction - INFO - Epoch [27][1780/2505] lr: 5.000e-04, eta: 1 day, 18:38:30, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6797, top5_acc: 0.8698, loss_cls: 1.3086, loss: 1.3086, grad_norm: 18.5882 2020-08-10 18:03:55,303 - mmaction - INFO - Epoch [27][1800/2505] lr: 5.000e-04, eta: 1 day, 18:37:48, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7073, top5_acc: 0.8729, loss_cls: 1.2152, loss: 1.2152, grad_norm: 18.0478 2020-08-10 18:04:32,652 - mmaction - INFO - Epoch [27][1820/2505] lr: 5.000e-04, eta: 1 day, 18:37:07, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6969, top5_acc: 0.8656, loss_cls: 1.3043, loss: 1.3043, grad_norm: 18.3733 2020-08-10 18:05:10,172 - mmaction - INFO - Epoch [27][1840/2505] lr: 5.000e-04, eta: 1 day, 18:36:26, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.6542, top5_acc: 0.8510, loss_cls: 1.3858, loss: 1.3858, grad_norm: 18.7294 2020-08-10 18:05:47,770 - mmaction - INFO - Epoch [27][1860/2505] lr: 5.000e-04, eta: 1 day, 18:35:45, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.7031, top5_acc: 0.8698, loss_cls: 1.2137, loss: 1.2137, grad_norm: 18.1289 2020-08-10 18:06:24,945 - mmaction - INFO - Epoch [27][1880/2505] lr: 5.000e-04, eta: 1 day, 18:35:04, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6594, top5_acc: 0.8651, loss_cls: 1.3440, loss: 1.3440, grad_norm: 17.9765 2020-08-10 18:07:02,275 - mmaction - INFO - Epoch [27][1900/2505] lr: 5.000e-04, eta: 1 day, 18:34:22, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6656, top5_acc: 0.8453, loss_cls: 1.4168, loss: 1.4168, grad_norm: 18.9886 2020-08-10 18:07:39,463 - mmaction - INFO - Epoch [27][1920/2505] lr: 5.000e-04, eta: 1 day, 18:33:41, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6875, top5_acc: 0.8661, loss_cls: 1.3059, loss: 1.3059, grad_norm: 17.4900 2020-08-10 18:08:16,708 - mmaction - INFO - Epoch [27][1940/2505] lr: 5.000e-04, eta: 1 day, 18:32:59, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6953, top5_acc: 0.8620, loss_cls: 1.2809, loss: 1.2809, grad_norm: 17.5565 2020-08-10 18:08:53,835 - mmaction - INFO - Epoch [27][1960/2505] lr: 5.000e-04, eta: 1 day, 18:32:18, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.6896, top5_acc: 0.8578, loss_cls: 1.3396, loss: 1.3396, grad_norm: 19.2941 2020-08-10 18:09:31,055 - mmaction - INFO - Epoch [27][1980/2505] lr: 5.000e-04, eta: 1 day, 18:31:36, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6719, top5_acc: 0.8573, loss_cls: 1.3283, loss: 1.3283, grad_norm: 17.6483 2020-08-10 18:10:08,471 - mmaction - INFO - Epoch [27][2000/2505] lr: 5.000e-04, eta: 1 day, 18:30:55, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.6755, top5_acc: 0.8615, loss_cls: 1.3314, loss: 1.3314, grad_norm: 18.3698 2020-08-10 18:10:45,806 - mmaction - INFO - Epoch [27][2020/2505] lr: 5.000e-04, eta: 1 day, 18:30:14, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7078, top5_acc: 0.8719, loss_cls: 1.2032, loss: 1.2032, grad_norm: 19.4918 2020-08-10 18:11:23,246 - mmaction - INFO - Epoch [27][2040/2505] lr: 5.000e-04, eta: 1 day, 18:29:33, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.6880, top5_acc: 0.8474, loss_cls: 1.3416, loss: 1.3416, grad_norm: 17.5249 2020-08-10 18:12:00,448 - mmaction - INFO - Epoch [27][2060/2505] lr: 5.000e-04, eta: 1 day, 18:28:51, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6781, top5_acc: 0.8594, loss_cls: 1.2993, loss: 1.2993, grad_norm: 18.3482 2020-08-10 18:12:37,762 - mmaction - INFO - Epoch [27][2080/2505] lr: 5.000e-04, eta: 1 day, 18:28:10, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6828, top5_acc: 0.8599, loss_cls: 1.3350, loss: 1.3350, grad_norm: 17.2394 2020-08-10 18:13:15,223 - mmaction - INFO - Epoch [27][2100/2505] lr: 5.000e-04, eta: 1 day, 18:27:29, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.6969, top5_acc: 0.8635, loss_cls: 1.2837, loss: 1.2837, grad_norm: 18.0064 2020-08-10 18:13:52,533 - mmaction - INFO - Epoch [27][2120/2505] lr: 5.000e-04, eta: 1 day, 18:26:47, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6745, top5_acc: 0.8526, loss_cls: 1.3845, loss: 1.3845, grad_norm: 18.5645 2020-08-10 18:14:30,060 - mmaction - INFO - Epoch [27][2140/2505] lr: 5.000e-04, eta: 1 day, 18:26:06, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.3400, loss: 1.3400, grad_norm: 19.0396 2020-08-10 18:15:07,381 - mmaction - INFO - Epoch [27][2160/2505] lr: 5.000e-04, eta: 1 day, 18:25:25, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6932, top5_acc: 0.8714, loss_cls: 1.2317, loss: 1.2317, grad_norm: 18.1172 2020-08-10 18:15:44,654 - mmaction - INFO - Epoch [27][2180/2505] lr: 5.000e-04, eta: 1 day, 18:24:44, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6812, top5_acc: 0.8609, loss_cls: 1.3225, loss: 1.3225, grad_norm: 18.7265 2020-08-10 18:16:22,213 - mmaction - INFO - Epoch [27][2200/2505] lr: 5.000e-04, eta: 1 day, 18:24:03, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.6813, top5_acc: 0.8604, loss_cls: 1.2834, loss: 1.2834, grad_norm: 18.0141 2020-08-10 18:16:59,475 - mmaction - INFO - Epoch [27][2220/2505] lr: 5.000e-04, eta: 1 day, 18:23:21, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6854, top5_acc: 0.8604, loss_cls: 1.2601, loss: 1.2601, grad_norm: 18.0573 2020-08-10 18:17:36,713 - mmaction - INFO - Epoch [27][2240/2505] lr: 5.000e-04, eta: 1 day, 18:22:40, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6807, top5_acc: 0.8568, loss_cls: 1.3634, loss: 1.3634, grad_norm: 17.8477 2020-08-10 18:18:14,020 - mmaction - INFO - Epoch [27][2260/2505] lr: 5.000e-04, eta: 1 day, 18:21:59, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6823, top5_acc: 0.8677, loss_cls: 1.2684, loss: 1.2684, grad_norm: 18.7646 2020-08-10 18:18:51,432 - mmaction - INFO - Epoch [27][2280/2505] lr: 5.000e-04, eta: 1 day, 18:21:18, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6969, top5_acc: 0.8682, loss_cls: 1.2804, loss: 1.2804, grad_norm: 18.7778 2020-08-10 18:19:28,851 - mmaction - INFO - Epoch [27][2300/2505] lr: 5.000e-04, eta: 1 day, 18:20:36, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.6891, top5_acc: 0.8594, loss_cls: 1.3266, loss: 1.3266, grad_norm: 18.4288 2020-08-10 18:20:06,108 - mmaction - INFO - Epoch [27][2320/2505] lr: 5.000e-04, eta: 1 day, 18:19:55, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6604, top5_acc: 0.8443, loss_cls: 1.4628, loss: 1.4628, grad_norm: 18.2925 2020-08-10 18:20:43,562 - mmaction - INFO - Epoch [27][2340/2505] lr: 5.000e-04, eta: 1 day, 18:19:14, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.6833, top5_acc: 0.8620, loss_cls: 1.3086, loss: 1.3086, grad_norm: 19.0394 2020-08-10 18:21:20,786 - mmaction - INFO - Epoch [27][2360/2505] lr: 5.000e-04, eta: 1 day, 18:18:33, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7094, top5_acc: 0.8688, loss_cls: 1.2628, loss: 1.2628, grad_norm: 17.3526 2020-08-10 18:21:58,159 - mmaction - INFO - Epoch [27][2380/2505] lr: 5.000e-04, eta: 1 day, 18:17:51, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6958, top5_acc: 0.8724, loss_cls: 1.2839, loss: 1.2839, grad_norm: 18.9300 2020-08-10 18:22:35,633 - mmaction - INFO - Epoch [27][2400/2505] lr: 5.000e-04, eta: 1 day, 18:17:10, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.6745, top5_acc: 0.8484, loss_cls: 1.3634, loss: 1.3634, grad_norm: 18.8514 2020-08-10 18:23:12,988 - mmaction - INFO - Epoch [27][2420/2505] lr: 5.000e-04, eta: 1 day, 18:16:29, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6708, top5_acc: 0.8589, loss_cls: 1.3409, loss: 1.3409, grad_norm: 18.9768 2020-08-10 18:23:50,235 - mmaction - INFO - Epoch [27][2440/2505] lr: 5.000e-04, eta: 1 day, 18:15:48, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7010, top5_acc: 0.8714, loss_cls: 1.2343, loss: 1.2343, grad_norm: 18.0501 2020-08-10 18:24:27,552 - mmaction - INFO - Epoch [27][2460/2505] lr: 5.000e-04, eta: 1 day, 18:15:06, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6734, top5_acc: 0.8573, loss_cls: 1.3434, loss: 1.3434, grad_norm: 18.8699 2020-08-10 18:25:04,956 - mmaction - INFO - Epoch [27][2480/2505] lr: 5.000e-04, eta: 1 day, 18:14:25, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6943, top5_acc: 0.8672, loss_cls: 1.2810, loss: 1.2810, grad_norm: 18.2390 2020-08-10 18:25:42,268 - mmaction - INFO - Epoch [27][2500/2505] lr: 5.000e-04, eta: 1 day, 18:13:44, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6969, top5_acc: 0.8750, loss_cls: 1.2387, loss: 1.2387, grad_norm: 18.9625 2020-08-10 18:27:37,137 - mmaction - INFO - Epoch [28][20/2505] lr: 5.000e-04, eta: 1 day, 18:13:50, time: 4.859, data_time: 2.927, memory: 8521, top1_acc: 0.7021, top5_acc: 0.8635, loss_cls: 1.2775, loss: 1.2775, grad_norm: 17.2971 2020-08-10 18:28:14,771 - mmaction - INFO - Epoch [28][40/2505] lr: 5.000e-04, eta: 1 day, 18:13:09, time: 1.882, data_time: 0.009, memory: 8521, top1_acc: 0.6760, top5_acc: 0.8521, loss_cls: 1.3473, loss: 1.3473, grad_norm: 19.6978 2020-08-10 18:28:52,333 - mmaction - INFO - Epoch [28][60/2505] lr: 5.000e-04, eta: 1 day, 18:12:28, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.6880, top5_acc: 0.8609, loss_cls: 1.3171, loss: 1.3171, grad_norm: 18.1372 2020-08-10 18:29:29,755 - mmaction - INFO - Epoch [28][80/2505] lr: 5.000e-04, eta: 1 day, 18:11:47, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.7026, top5_acc: 0.8672, loss_cls: 1.2324, loss: 1.2324, grad_norm: 18.6920 2020-08-10 18:30:08,655 - mmaction - INFO - Epoch [28][100/2505] lr: 5.000e-04, eta: 1 day, 18:11:08, time: 1.945, data_time: 0.001, memory: 8521, top1_acc: 0.6958, top5_acc: 0.8672, loss_cls: 1.2552, loss: 1.2552, grad_norm: 18.4121 2020-08-10 18:30:46,219 - mmaction - INFO - Epoch [28][120/2505] lr: 5.000e-04, eta: 1 day, 18:10:27, time: 1.879, data_time: 0.002, memory: 8521, top1_acc: 0.6979, top5_acc: 0.8688, loss_cls: 1.2224, loss: 1.2224, grad_norm: 17.8097 2020-08-10 18:31:23,785 - mmaction - INFO - Epoch [28][140/2505] lr: 5.000e-04, eta: 1 day, 18:09:46, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.6719, top5_acc: 0.8583, loss_cls: 1.3757, loss: 1.3757, grad_norm: 18.9292 2020-08-10 18:32:01,177 - mmaction - INFO - Epoch [28][160/2505] lr: 5.000e-04, eta: 1 day, 18:09:05, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6979, top5_acc: 0.8641, loss_cls: 1.2551, loss: 1.2551, grad_norm: 17.7066 2020-08-10 18:32:38,741 - mmaction - INFO - Epoch [28][180/2505] lr: 5.000e-04, eta: 1 day, 18:08:24, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.6776, top5_acc: 0.8568, loss_cls: 1.3243, loss: 1.3243, grad_norm: 18.8297 2020-08-10 18:33:16,325 - mmaction - INFO - Epoch [28][200/2505] lr: 5.000e-04, eta: 1 day, 18:07:43, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.7026, top5_acc: 0.8750, loss_cls: 1.2060, loss: 1.2060, grad_norm: 17.8017 2020-08-10 18:33:53,938 - mmaction - INFO - Epoch [28][220/2505] lr: 5.000e-04, eta: 1 day, 18:07:02, time: 1.881, data_time: 0.001, memory: 8521, top1_acc: 0.6885, top5_acc: 0.8661, loss_cls: 1.3206, loss: 1.3206, grad_norm: 18.2469 2020-08-10 18:34:31,609 - mmaction - INFO - Epoch [28][240/2505] lr: 5.000e-04, eta: 1 day, 18:06:21, time: 1.884, data_time: 0.001, memory: 8521, top1_acc: 0.7073, top5_acc: 0.8682, loss_cls: 1.2423, loss: 1.2423, grad_norm: 18.3730 2020-08-10 18:35:08,982 - mmaction - INFO - Epoch [28][260/2505] lr: 5.000e-04, eta: 1 day, 18:05:40, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.7031, top5_acc: 0.8698, loss_cls: 1.2512, loss: 1.2512, grad_norm: 17.9041 2020-08-10 18:35:46,488 - mmaction - INFO - Epoch [28][280/2505] lr: 5.000e-04, eta: 1 day, 18:04:59, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.6917, top5_acc: 0.8745, loss_cls: 1.2727, loss: 1.2727, grad_norm: 18.1581 2020-08-10 18:36:24,190 - mmaction - INFO - Epoch [28][300/2505] lr: 5.000e-04, eta: 1 day, 18:04:18, time: 1.885, data_time: 0.001, memory: 8521, top1_acc: 0.6911, top5_acc: 0.8693, loss_cls: 1.2473, loss: 1.2473, grad_norm: 18.3148 2020-08-10 18:37:01,689 - mmaction - INFO - Epoch [28][320/2505] lr: 5.000e-04, eta: 1 day, 18:03:37, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.6786, top5_acc: 0.8641, loss_cls: 1.2794, loss: 1.2794, grad_norm: 18.3333 2020-08-10 18:37:39,126 - mmaction - INFO - Epoch [28][340/2505] lr: 5.000e-04, eta: 1 day, 18:02:56, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.6984, top5_acc: 0.8703, loss_cls: 1.2778, loss: 1.2778, grad_norm: 17.7714 2020-08-10 18:38:16,772 - mmaction - INFO - Epoch [28][360/2505] lr: 5.000e-04, eta: 1 day, 18:02:15, time: 1.882, data_time: 0.001, memory: 8521, top1_acc: 0.6786, top5_acc: 0.8615, loss_cls: 1.3241, loss: 1.3241, grad_norm: 18.5106 2020-08-10 18:38:54,146 - mmaction - INFO - Epoch [28][380/2505] lr: 5.000e-04, eta: 1 day, 18:01:34, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6854, top5_acc: 0.8573, loss_cls: 1.3107, loss: 1.3107, grad_norm: 18.2645 2020-08-10 18:39:31,749 - mmaction - INFO - Epoch [28][400/2505] lr: 5.000e-04, eta: 1 day, 18:00:53, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.6849, top5_acc: 0.8693, loss_cls: 1.3057, loss: 1.3057, grad_norm: 18.6950 2020-08-10 18:40:09,358 - mmaction - INFO - Epoch [28][420/2505] lr: 5.000e-04, eta: 1 day, 18:00:12, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.7000, top5_acc: 0.8641, loss_cls: 1.2833, loss: 1.2833, grad_norm: 17.8513 2020-08-10 18:40:46,824 - mmaction - INFO - Epoch [28][440/2505] lr: 5.000e-04, eta: 1 day, 17:59:31, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.6943, top5_acc: 0.8703, loss_cls: 1.2467, loss: 1.2467, grad_norm: 17.6404 2020-08-10 18:41:24,316 - mmaction - INFO - Epoch [28][460/2505] lr: 5.000e-04, eta: 1 day, 17:58:50, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.6703, top5_acc: 0.8615, loss_cls: 1.3224, loss: 1.3224, grad_norm: 19.1771 2020-08-10 18:42:01,792 - mmaction - INFO - Epoch [28][480/2505] lr: 5.000e-04, eta: 1 day, 17:58:09, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.6995, top5_acc: 0.8635, loss_cls: 1.2616, loss: 1.2616, grad_norm: 18.2773 2020-08-10 18:42:39,395 - mmaction - INFO - Epoch [28][500/2505] lr: 5.000e-04, eta: 1 day, 17:57:28, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.6714, top5_acc: 0.8500, loss_cls: 1.3317, loss: 1.3317, grad_norm: 18.5262 2020-08-10 18:43:16,985 - mmaction - INFO - Epoch [28][520/2505] lr: 5.000e-04, eta: 1 day, 17:56:47, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.6771, top5_acc: 0.8693, loss_cls: 1.2770, loss: 1.2770, grad_norm: 18.7342 2020-08-10 18:43:54,649 - mmaction - INFO - Epoch [28][540/2505] lr: 5.000e-04, eta: 1 day, 17:56:06, time: 1.883, data_time: 0.001, memory: 8521, top1_acc: 0.6943, top5_acc: 0.8641, loss_cls: 1.3009, loss: 1.3009, grad_norm: 17.4367 2020-08-10 18:44:32,333 - mmaction - INFO - Epoch [28][560/2505] lr: 5.000e-04, eta: 1 day, 17:55:25, time: 1.884, data_time: 0.001, memory: 8521, top1_acc: 0.6844, top5_acc: 0.8609, loss_cls: 1.2938, loss: 1.2938, grad_norm: 18.6147 2020-08-10 18:45:09,959 - mmaction - INFO - Epoch [28][580/2505] lr: 5.000e-04, eta: 1 day, 17:54:44, time: 1.881, data_time: 0.001, memory: 8521, top1_acc: 0.6995, top5_acc: 0.8687, loss_cls: 1.2764, loss: 1.2764, grad_norm: 18.3665 2020-08-10 18:45:47,385 - mmaction - INFO - Epoch [28][600/2505] lr: 5.000e-04, eta: 1 day, 17:54:03, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.7078, top5_acc: 0.8792, loss_cls: 1.1947, loss: 1.1947, grad_norm: 17.6895 2020-08-10 18:46:24,979 - mmaction - INFO - Epoch [28][620/2505] lr: 5.000e-04, eta: 1 day, 17:53:22, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.6844, top5_acc: 0.8635, loss_cls: 1.2843, loss: 1.2843, grad_norm: 18.1984 2020-08-10 18:47:02,438 - mmaction - INFO - Epoch [28][640/2505] lr: 5.000e-04, eta: 1 day, 17:52:41, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.7099, top5_acc: 0.8719, loss_cls: 1.2276, loss: 1.2276, grad_norm: 17.9243 2020-08-10 18:47:39,852 - mmaction - INFO - Epoch [28][660/2505] lr: 5.000e-04, eta: 1 day, 17:52:00, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.6854, top5_acc: 0.8620, loss_cls: 1.3036, loss: 1.3036, grad_norm: 18.6804 2020-08-10 18:48:17,320 - mmaction - INFO - Epoch [28][680/2505] lr: 5.000e-04, eta: 1 day, 17:51:19, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.6974, top5_acc: 0.8604, loss_cls: 1.2596, loss: 1.2596, grad_norm: 18.0208 2020-08-10 18:48:54,965 - mmaction - INFO - Epoch [28][700/2505] lr: 5.000e-04, eta: 1 day, 17:50:38, time: 1.881, data_time: 0.001, memory: 8521, top1_acc: 0.6885, top5_acc: 0.8630, loss_cls: 1.3154, loss: 1.3154, grad_norm: 18.7044 2020-08-10 18:49:32,851 - mmaction - INFO - Epoch [28][720/2505] lr: 5.000e-04, eta: 1 day, 17:49:58, time: 1.895, data_time: 0.002, memory: 8521, top1_acc: 0.6958, top5_acc: 0.8578, loss_cls: 1.3006, loss: 1.3006, grad_norm: 17.5799 2020-08-10 18:50:10,352 - mmaction - INFO - Epoch [28][740/2505] lr: 5.000e-04, eta: 1 day, 17:49:17, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.6911, top5_acc: 0.8693, loss_cls: 1.2783, loss: 1.2783, grad_norm: 18.5549 2020-08-10 18:50:48,168 - mmaction - INFO - Epoch [28][760/2505] lr: 5.000e-04, eta: 1 day, 17:48:36, time: 1.891, data_time: 0.001, memory: 8521, top1_acc: 0.6958, top5_acc: 0.8677, loss_cls: 1.2471, loss: 1.2471, grad_norm: 18.1156 2020-08-10 18:51:25,668 - mmaction - INFO - Epoch [28][780/2505] lr: 5.000e-04, eta: 1 day, 17:47:55, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.6906, top5_acc: 0.8672, loss_cls: 1.2808, loss: 1.2808, grad_norm: 18.6187 2020-08-10 18:52:02,965 - mmaction - INFO - Epoch [28][800/2505] lr: 5.000e-04, eta: 1 day, 17:47:14, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6906, top5_acc: 0.8599, loss_cls: 1.2916, loss: 1.2916, grad_norm: 18.0552 2020-08-10 18:52:40,649 - mmaction - INFO - Epoch [28][820/2505] lr: 5.000e-04, eta: 1 day, 17:46:33, time: 1.884, data_time: 0.001, memory: 8521, top1_acc: 0.6870, top5_acc: 0.8656, loss_cls: 1.2922, loss: 1.2922, grad_norm: 18.7231 2020-08-10 18:53:18,207 - mmaction - INFO - Epoch [28][840/2505] lr: 5.000e-04, eta: 1 day, 17:45:52, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.6786, top5_acc: 0.8568, loss_cls: 1.3175, loss: 1.3175, grad_norm: 19.0955 2020-08-10 18:53:55,726 - mmaction - INFO - Epoch [28][860/2505] lr: 5.000e-04, eta: 1 day, 17:45:11, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.6875, top5_acc: 0.8521, loss_cls: 1.3381, loss: 1.3381, grad_norm: 18.1858 2020-08-10 18:54:33,197 - mmaction - INFO - Epoch [28][880/2505] lr: 5.000e-04, eta: 1 day, 17:44:30, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.6891, top5_acc: 0.8630, loss_cls: 1.2742, loss: 1.2742, grad_norm: 17.9441 2020-08-10 18:55:10,763 - mmaction - INFO - Epoch [28][900/2505] lr: 5.000e-04, eta: 1 day, 17:43:49, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.6880, top5_acc: 0.8698, loss_cls: 1.2672, loss: 1.2672, grad_norm: 18.3143 2020-08-10 18:55:48,149 - mmaction - INFO - Epoch [28][920/2505] lr: 5.000e-04, eta: 1 day, 17:43:08, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6880, top5_acc: 0.8651, loss_cls: 1.2473, loss: 1.2473, grad_norm: 18.7145 2020-08-10 18:56:25,513 - mmaction - INFO - Epoch [28][940/2505] lr: 5.000e-04, eta: 1 day, 17:42:27, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6740, top5_acc: 0.8557, loss_cls: 1.3279, loss: 1.3279, grad_norm: 18.3160 2020-08-10 18:57:02,943 - mmaction - INFO - Epoch [28][960/2505] lr: 5.000e-04, eta: 1 day, 17:41:46, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.6922, top5_acc: 0.8599, loss_cls: 1.2661, loss: 1.2661, grad_norm: 17.4998 2020-08-10 18:57:40,340 - mmaction - INFO - Epoch [28][980/2505] lr: 5.000e-04, eta: 1 day, 17:41:05, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6979, top5_acc: 0.8802, loss_cls: 1.2073, loss: 1.2073, grad_norm: 18.2488 2020-08-10 18:58:18,002 - mmaction - INFO - Epoch [28][1000/2505] lr: 5.000e-04, eta: 1 day, 17:40:24, time: 1.883, data_time: 0.001, memory: 8521, top1_acc: 0.7104, top5_acc: 0.8594, loss_cls: 1.2639, loss: 1.2639, grad_norm: 17.6000 2020-08-10 18:58:55,155 - mmaction - INFO - Epoch [28][1020/2505] lr: 5.000e-04, eta: 1 day, 17:39:43, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6917, top5_acc: 0.8792, loss_cls: 1.2668, loss: 1.2668, grad_norm: 19.2254 2020-08-10 18:59:32,630 - mmaction - INFO - Epoch [28][1040/2505] lr: 5.000e-04, eta: 1 day, 17:39:02, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.6932, top5_acc: 0.8656, loss_cls: 1.2623, loss: 1.2623, grad_norm: 17.1603 2020-08-10 19:00:12,504 - mmaction - INFO - Epoch [28][1060/2505] lr: 5.000e-04, eta: 1 day, 17:38:23, time: 1.992, data_time: 0.002, memory: 8521, top1_acc: 0.6901, top5_acc: 0.8656, loss_cls: 1.2581, loss: 1.2581, grad_norm: 17.7373 2020-08-10 19:00:49,949 - mmaction - INFO - Epoch [28][1080/2505] lr: 5.000e-04, eta: 1 day, 17:37:42, time: 1.874, data_time: 0.009, memory: 8521, top1_acc: 0.6875, top5_acc: 0.8443, loss_cls: 1.3299, loss: 1.3299, grad_norm: 18.4521 2020-08-10 19:01:27,341 - mmaction - INFO - Epoch [28][1100/2505] lr: 5.000e-04, eta: 1 day, 17:37:01, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6776, top5_acc: 0.8510, loss_cls: 1.3434, loss: 1.3434, grad_norm: 18.9044 2020-08-10 19:02:04,614 - mmaction - INFO - Epoch [28][1120/2505] lr: 5.000e-04, eta: 1 day, 17:36:20, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6760, top5_acc: 0.8615, loss_cls: 1.3414, loss: 1.3414, grad_norm: 17.7319 2020-08-10 19:02:41,965 - mmaction - INFO - Epoch [28][1140/2505] lr: 5.000e-04, eta: 1 day, 17:35:39, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6948, top5_acc: 0.8651, loss_cls: 1.2873, loss: 1.2873, grad_norm: 17.6672 2020-08-10 19:03:19,314 - mmaction - INFO - Epoch [28][1160/2505] lr: 5.000e-04, eta: 1 day, 17:34:58, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6938, top5_acc: 0.8620, loss_cls: 1.2655, loss: 1.2655, grad_norm: 17.5460 2020-08-10 19:03:56,471 - mmaction - INFO - Epoch [28][1180/2505] lr: 5.000e-04, eta: 1 day, 17:34:16, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6906, top5_acc: 0.8589, loss_cls: 1.3034, loss: 1.3034, grad_norm: 18.1093 2020-08-10 19:04:33,722 - mmaction - INFO - Epoch [28][1200/2505] lr: 5.000e-04, eta: 1 day, 17:33:35, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6786, top5_acc: 0.8536, loss_cls: 1.3179, loss: 1.3179, grad_norm: 18.5968 2020-08-10 19:05:12,009 - mmaction - INFO - Epoch [28][1220/2505] lr: 5.000e-04, eta: 1 day, 17:32:55, time: 1.914, data_time: 0.001, memory: 8521, top1_acc: 0.6828, top5_acc: 0.8589, loss_cls: 1.3272, loss: 1.3272, grad_norm: 18.5597 2020-08-10 19:05:49,483 - mmaction - INFO - Epoch [28][1240/2505] lr: 5.000e-04, eta: 1 day, 17:32:14, time: 1.874, data_time: 0.004, memory: 8521, top1_acc: 0.6906, top5_acc: 0.8641, loss_cls: 1.2891, loss: 1.2891, grad_norm: 19.9167 2020-08-10 19:06:26,848 - mmaction - INFO - Epoch [28][1260/2505] lr: 5.000e-04, eta: 1 day, 17:31:33, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6974, top5_acc: 0.8651, loss_cls: 1.2677, loss: 1.2677, grad_norm: 17.8145 2020-08-10 19:07:04,047 - mmaction - INFO - Epoch [28][1280/2505] lr: 5.000e-04, eta: 1 day, 17:30:52, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6839, top5_acc: 0.8620, loss_cls: 1.3171, loss: 1.3171, grad_norm: 19.3396 2020-08-10 19:07:41,232 - mmaction - INFO - Epoch [28][1300/2505] lr: 5.000e-04, eta: 1 day, 17:30:10, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7078, top5_acc: 0.8667, loss_cls: 1.2377, loss: 1.2377, grad_norm: 17.7834 2020-08-10 19:08:18,360 - mmaction - INFO - Epoch [28][1320/2505] lr: 5.000e-04, eta: 1 day, 17:29:29, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.6865, top5_acc: 0.8635, loss_cls: 1.2941, loss: 1.2941, grad_norm: 17.6877 2020-08-10 19:08:55,743 - mmaction - INFO - Epoch [28][1340/2505] lr: 5.000e-04, eta: 1 day, 17:28:48, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6786, top5_acc: 0.8490, loss_cls: 1.3555, loss: 1.3555, grad_norm: 18.7387 2020-08-10 19:09:32,981 - mmaction - INFO - Epoch [28][1360/2505] lr: 5.000e-04, eta: 1 day, 17:28:07, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7021, top5_acc: 0.8667, loss_cls: 1.2474, loss: 1.2474, grad_norm: 19.2254 2020-08-10 19:10:11,302 - mmaction - INFO - Epoch [28][1380/2505] lr: 5.000e-04, eta: 1 day, 17:27:27, time: 1.916, data_time: 0.001, memory: 8521, top1_acc: 0.6833, top5_acc: 0.8656, loss_cls: 1.2905, loss: 1.2905, grad_norm: 18.2590 2020-08-10 19:10:48,572 - mmaction - INFO - Epoch [28][1400/2505] lr: 5.000e-04, eta: 1 day, 17:26:45, time: 1.864, data_time: 0.002, memory: 8521, top1_acc: 0.7021, top5_acc: 0.8797, loss_cls: 1.2430, loss: 1.2430, grad_norm: 19.1188 2020-08-10 19:11:25,973 - mmaction - INFO - Epoch [28][1420/2505] lr: 5.000e-04, eta: 1 day, 17:26:04, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6979, top5_acc: 0.8677, loss_cls: 1.2587, loss: 1.2587, grad_norm: 17.6713 2020-08-10 19:12:03,218 - mmaction - INFO - Epoch [28][1440/2505] lr: 5.000e-04, eta: 1 day, 17:25:23, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6781, top5_acc: 0.8599, loss_cls: 1.3398, loss: 1.3398, grad_norm: 18.7432 2020-08-10 19:12:40,571 - mmaction - INFO - Epoch [28][1460/2505] lr: 5.000e-04, eta: 1 day, 17:24:42, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6885, top5_acc: 0.8510, loss_cls: 1.3172, loss: 1.3172, grad_norm: 18.0820 2020-08-10 19:13:17,811 - mmaction - INFO - Epoch [28][1480/2505] lr: 5.000e-04, eta: 1 day, 17:24:01, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6708, top5_acc: 0.8599, loss_cls: 1.3689, loss: 1.3689, grad_norm: 18.4745 2020-08-10 19:13:55,216 - mmaction - INFO - Epoch [28][1500/2505] lr: 5.000e-04, eta: 1 day, 17:23:20, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7078, top5_acc: 0.8792, loss_cls: 1.1924, loss: 1.1924, grad_norm: 18.6839 2020-08-10 19:14:32,806 - mmaction - INFO - Epoch [28][1520/2505] lr: 5.000e-04, eta: 1 day, 17:22:39, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.6922, top5_acc: 0.8661, loss_cls: 1.3048, loss: 1.3048, grad_norm: 18.6340 2020-08-10 19:15:10,126 - mmaction - INFO - Epoch [28][1540/2505] lr: 5.000e-04, eta: 1 day, 17:21:58, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6969, top5_acc: 0.8578, loss_cls: 1.2765, loss: 1.2765, grad_norm: 18.0831 2020-08-10 19:15:47,701 - mmaction - INFO - Epoch [28][1560/2505] lr: 5.000e-04, eta: 1 day, 17:21:17, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.6880, top5_acc: 0.8672, loss_cls: 1.2918, loss: 1.2918, grad_norm: 18.4164 2020-08-10 19:16:25,089 - mmaction - INFO - Epoch [28][1580/2505] lr: 5.000e-04, eta: 1 day, 17:20:36, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6865, top5_acc: 0.8552, loss_cls: 1.2917, loss: 1.2917, grad_norm: 18.3422 2020-08-10 19:17:02,492 - mmaction - INFO - Epoch [28][1600/2505] lr: 5.000e-04, eta: 1 day, 17:19:55, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6771, top5_acc: 0.8547, loss_cls: 1.3506, loss: 1.3506, grad_norm: 19.7705 2020-08-10 19:17:40,010 - mmaction - INFO - Epoch [28][1620/2505] lr: 5.000e-04, eta: 1 day, 17:19:14, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.6917, top5_acc: 0.8646, loss_cls: 1.2625, loss: 1.2625, grad_norm: 17.9758 2020-08-10 19:18:17,188 - mmaction - INFO - Epoch [28][1640/2505] lr: 5.000e-04, eta: 1 day, 17:18:33, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6906, top5_acc: 0.8599, loss_cls: 1.3109, loss: 1.3109, grad_norm: 19.0586 2020-08-10 19:18:54,489 - mmaction - INFO - Epoch [28][1660/2505] lr: 5.000e-04, eta: 1 day, 17:17:52, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6786, top5_acc: 0.8609, loss_cls: 1.2782, loss: 1.2782, grad_norm: 18.5255 2020-08-10 19:19:31,876 - mmaction - INFO - Epoch [28][1680/2505] lr: 5.000e-04, eta: 1 day, 17:17:11, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6865, top5_acc: 0.8635, loss_cls: 1.2822, loss: 1.2822, grad_norm: 18.3568 2020-08-10 19:20:09,290 - mmaction - INFO - Epoch [28][1700/2505] lr: 5.000e-04, eta: 1 day, 17:16:30, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.6880, top5_acc: 0.8760, loss_cls: 1.2344, loss: 1.2344, grad_norm: 18.3368 2020-08-10 19:20:46,467 - mmaction - INFO - Epoch [28][1720/2505] lr: 5.000e-04, eta: 1 day, 17:15:48, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6948, top5_acc: 0.8635, loss_cls: 1.3069, loss: 1.3069, grad_norm: 18.6772 2020-08-10 19:21:23,712 - mmaction - INFO - Epoch [28][1740/2505] lr: 5.000e-04, eta: 1 day, 17:15:07, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6719, top5_acc: 0.8516, loss_cls: 1.3885, loss: 1.3885, grad_norm: 19.2237 2020-08-10 19:22:00,910 - mmaction - INFO - Epoch [28][1760/2505] lr: 5.000e-04, eta: 1 day, 17:14:26, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6750, top5_acc: 0.8604, loss_cls: 1.3520, loss: 1.3520, grad_norm: 18.3905 2020-08-10 19:22:38,114 - mmaction - INFO - Epoch [28][1780/2505] lr: 5.000e-04, eta: 1 day, 17:13:45, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6880, top5_acc: 0.8682, loss_cls: 1.2717, loss: 1.2717, grad_norm: 18.4633 2020-08-10 19:23:15,422 - mmaction - INFO - Epoch [28][1800/2505] lr: 5.000e-04, eta: 1 day, 17:13:04, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7135, top5_acc: 0.8740, loss_cls: 1.2021, loss: 1.2021, grad_norm: 18.2975 2020-08-10 19:23:52,776 - mmaction - INFO - Epoch [28][1820/2505] lr: 5.000e-04, eta: 1 day, 17:12:22, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6693, top5_acc: 0.8568, loss_cls: 1.3548, loss: 1.3548, grad_norm: 18.6596 2020-08-10 19:24:30,181 - mmaction - INFO - Epoch [28][1840/2505] lr: 5.000e-04, eta: 1 day, 17:11:42, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6813, top5_acc: 0.8609, loss_cls: 1.3308, loss: 1.3308, grad_norm: 18.4867 2020-08-10 19:25:07,644 - mmaction - INFO - Epoch [28][1860/2505] lr: 5.000e-04, eta: 1 day, 17:11:01, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.6880, top5_acc: 0.8630, loss_cls: 1.3006, loss: 1.3006, grad_norm: 18.6399 2020-08-10 19:25:44,994 - mmaction - INFO - Epoch [28][1880/2505] lr: 5.000e-04, eta: 1 day, 17:10:20, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6927, top5_acc: 0.8630, loss_cls: 1.2741, loss: 1.2741, grad_norm: 18.7235 2020-08-10 19:26:22,332 - mmaction - INFO - Epoch [28][1900/2505] lr: 5.000e-04, eta: 1 day, 17:09:38, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6828, top5_acc: 0.8599, loss_cls: 1.3314, loss: 1.3314, grad_norm: 18.0773 2020-08-10 19:26:59,923 - mmaction - INFO - Epoch [28][1920/2505] lr: 5.000e-04, eta: 1 day, 17:08:58, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.6797, top5_acc: 0.8615, loss_cls: 1.3227, loss: 1.3227, grad_norm: 18.6853 2020-08-10 19:27:37,148 - mmaction - INFO - Epoch [28][1940/2505] lr: 5.000e-04, eta: 1 day, 17:08:16, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6839, top5_acc: 0.8568, loss_cls: 1.2929, loss: 1.2929, grad_norm: 17.8831 2020-08-10 19:28:14,660 - mmaction - INFO - Epoch [28][1960/2505] lr: 5.000e-04, eta: 1 day, 17:07:36, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.6813, top5_acc: 0.8583, loss_cls: 1.3405, loss: 1.3405, grad_norm: 18.5355 2020-08-10 19:28:52,190 - mmaction - INFO - Epoch [28][1980/2505] lr: 5.000e-04, eta: 1 day, 17:06:55, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.6865, top5_acc: 0.8615, loss_cls: 1.3144, loss: 1.3144, grad_norm: 18.2403 2020-08-10 19:29:29,444 - mmaction - INFO - Epoch [28][2000/2505] lr: 5.000e-04, eta: 1 day, 17:06:14, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6938, top5_acc: 0.8599, loss_cls: 1.2788, loss: 1.2788, grad_norm: 17.8456 2020-08-10 19:30:06,703 - mmaction - INFO - Epoch [28][2020/2505] lr: 5.000e-04, eta: 1 day, 17:05:32, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6792, top5_acc: 0.8547, loss_cls: 1.3391, loss: 1.3391, grad_norm: 18.7356 2020-08-10 19:30:44,243 - mmaction - INFO - Epoch [28][2040/2505] lr: 5.000e-04, eta: 1 day, 17:04:52, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.7026, top5_acc: 0.8724, loss_cls: 1.2381, loss: 1.2381, grad_norm: 18.4407 2020-08-10 19:31:21,675 - mmaction - INFO - Epoch [28][2060/2505] lr: 5.000e-04, eta: 1 day, 17:04:11, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.6734, top5_acc: 0.8536, loss_cls: 1.3585, loss: 1.3585, grad_norm: 18.0920 2020-08-10 19:31:59,084 - mmaction - INFO - Epoch [28][2080/2505] lr: 5.000e-04, eta: 1 day, 17:03:30, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6943, top5_acc: 0.8672, loss_cls: 1.2346, loss: 1.2346, grad_norm: 18.0794 2020-08-10 19:32:36,273 - mmaction - INFO - Epoch [28][2100/2505] lr: 5.000e-04, eta: 1 day, 17:02:49, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6865, top5_acc: 0.8724, loss_cls: 1.3034, loss: 1.3034, grad_norm: 18.0927 2020-08-10 19:33:13,536 - mmaction - INFO - Epoch [28][2120/2505] lr: 5.000e-04, eta: 1 day, 17:02:07, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7057, top5_acc: 0.8745, loss_cls: 1.2321, loss: 1.2321, grad_norm: 18.9389 2020-08-10 19:33:50,936 - mmaction - INFO - Epoch [28][2140/2505] lr: 5.000e-04, eta: 1 day, 17:01:26, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6828, top5_acc: 0.8672, loss_cls: 1.3021, loss: 1.3021, grad_norm: 18.0145 2020-08-10 19:34:28,215 - mmaction - INFO - Epoch [28][2160/2505] lr: 5.000e-04, eta: 1 day, 17:00:45, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6969, top5_acc: 0.8635, loss_cls: 1.2958, loss: 1.2958, grad_norm: 18.0616 2020-08-10 19:35:05,699 - mmaction - INFO - Epoch [28][2180/2505] lr: 5.000e-04, eta: 1 day, 17:00:04, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.6896, top5_acc: 0.8547, loss_cls: 1.3426, loss: 1.3426, grad_norm: 18.4888 2020-08-10 19:35:43,324 - mmaction - INFO - Epoch [28][2200/2505] lr: 5.000e-04, eta: 1 day, 16:59:24, time: 1.881, data_time: 0.001, memory: 8521, top1_acc: 0.6995, top5_acc: 0.8719, loss_cls: 1.2483, loss: 1.2483, grad_norm: 18.2946 2020-08-10 19:36:20,739 - mmaction - INFO - Epoch [28][2220/2505] lr: 5.000e-04, eta: 1 day, 16:58:43, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.6755, top5_acc: 0.8583, loss_cls: 1.3178, loss: 1.3178, grad_norm: 18.7006 2020-08-10 19:36:58,028 - mmaction - INFO - Epoch [28][2240/2505] lr: 5.000e-04, eta: 1 day, 16:58:02, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6891, top5_acc: 0.8620, loss_cls: 1.2987, loss: 1.2987, grad_norm: 17.9526 2020-08-10 19:37:35,490 - mmaction - INFO - Epoch [28][2260/2505] lr: 5.000e-04, eta: 1 day, 16:57:21, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.6818, top5_acc: 0.8630, loss_cls: 1.3314, loss: 1.3314, grad_norm: 18.1154 2020-08-10 19:38:12,885 - mmaction - INFO - Epoch [28][2280/2505] lr: 5.000e-04, eta: 1 day, 16:56:40, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6943, top5_acc: 0.8609, loss_cls: 1.2800, loss: 1.2800, grad_norm: 17.5847 2020-08-10 19:38:50,240 - mmaction - INFO - Epoch [28][2300/2505] lr: 5.000e-04, eta: 1 day, 16:55:59, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6688, top5_acc: 0.8438, loss_cls: 1.4041, loss: 1.4041, grad_norm: 18.1180 2020-08-10 19:39:27,611 - mmaction - INFO - Epoch [28][2320/2505] lr: 5.000e-04, eta: 1 day, 16:55:18, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6927, top5_acc: 0.8688, loss_cls: 1.2684, loss: 1.2684, grad_norm: 18.1420 2020-08-10 19:40:04,825 - mmaction - INFO - Epoch [28][2340/2505] lr: 5.000e-04, eta: 1 day, 16:54:37, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6776, top5_acc: 0.8521, loss_cls: 1.3318, loss: 1.3318, grad_norm: 18.8990 2020-08-10 19:40:42,078 - mmaction - INFO - Epoch [28][2360/2505] lr: 5.000e-04, eta: 1 day, 16:53:56, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7042, top5_acc: 0.8719, loss_cls: 1.2473, loss: 1.2473, grad_norm: 17.6443 2020-08-10 19:41:19,339 - mmaction - INFO - Epoch [28][2380/2505] lr: 5.000e-04, eta: 1 day, 16:53:15, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7073, top5_acc: 0.8620, loss_cls: 1.2632, loss: 1.2632, grad_norm: 18.2447 2020-08-10 19:41:56,643 - mmaction - INFO - Epoch [28][2400/2505] lr: 5.000e-04, eta: 1 day, 16:52:33, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6906, top5_acc: 0.8729, loss_cls: 1.2851, loss: 1.2851, grad_norm: 18.4637 2020-08-10 19:42:34,002 - mmaction - INFO - Epoch [28][2420/2505] lr: 5.000e-04, eta: 1 day, 16:51:52, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6839, top5_acc: 0.8526, loss_cls: 1.3276, loss: 1.3276, grad_norm: 17.9431 2020-08-10 19:43:11,299 - mmaction - INFO - Epoch [28][2440/2505] lr: 5.000e-04, eta: 1 day, 16:51:11, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7052, top5_acc: 0.8719, loss_cls: 1.2166, loss: 1.2166, grad_norm: 17.5041 2020-08-10 19:43:48,534 - mmaction - INFO - Epoch [28][2460/2505] lr: 5.000e-04, eta: 1 day, 16:50:30, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7031, top5_acc: 0.8802, loss_cls: 1.2372, loss: 1.2372, grad_norm: 18.4827 2020-08-10 19:44:25,730 - mmaction - INFO - Epoch [28][2480/2505] lr: 5.000e-04, eta: 1 day, 16:49:49, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6786, top5_acc: 0.8417, loss_cls: 1.3462, loss: 1.3462, grad_norm: 18.8460 2020-08-10 19:45:02,975 - mmaction - INFO - Epoch [28][2500/2505] lr: 5.000e-04, eta: 1 day, 16:49:08, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7130, top5_acc: 0.8766, loss_cls: 1.1786, loss: 1.1786, grad_norm: 17.3216 2020-08-10 19:45:18,297 - mmaction - INFO - Saving checkpoint at 28 epochs 2020-08-10 19:47:12,156 - mmaction - INFO - Epoch [29][20/2505] lr: 5.000e-04, eta: 1 day, 16:49:27, time: 5.594, data_time: 3.654, memory: 8521, top1_acc: 0.6948, top5_acc: 0.8698, loss_cls: 1.2860, loss: 1.2860, grad_norm: 18.3308 2020-08-10 19:47:50,071 - mmaction - INFO - Epoch [29][40/2505] lr: 5.000e-04, eta: 1 day, 16:48:46, time: 1.896, data_time: 0.006, memory: 8521, top1_acc: 0.6911, top5_acc: 0.8745, loss_cls: 1.2519, loss: 1.2519, grad_norm: 18.0010 2020-08-10 19:48:28,134 - mmaction - INFO - Epoch [29][60/2505] lr: 5.000e-04, eta: 1 day, 16:48:06, time: 1.903, data_time: 0.001, memory: 8521, top1_acc: 0.7016, top5_acc: 0.8740, loss_cls: 1.2491, loss: 1.2491, grad_norm: 18.1262 2020-08-10 19:49:05,842 - mmaction - INFO - Epoch [29][80/2505] lr: 5.000e-04, eta: 1 day, 16:47:25, time: 1.885, data_time: 0.001, memory: 8521, top1_acc: 0.7104, top5_acc: 0.8714, loss_cls: 1.2262, loss: 1.2262, grad_norm: 17.5885 2020-08-10 19:49:43,648 - mmaction - INFO - Epoch [29][100/2505] lr: 5.000e-04, eta: 1 day, 16:46:45, time: 1.890, data_time: 0.001, memory: 8521, top1_acc: 0.6786, top5_acc: 0.8620, loss_cls: 1.3223, loss: 1.3223, grad_norm: 18.3765 2020-08-10 19:50:21,766 - mmaction - INFO - Epoch [29][120/2505] lr: 5.000e-04, eta: 1 day, 16:46:05, time: 1.906, data_time: 0.001, memory: 8521, top1_acc: 0.6813, top5_acc: 0.8734, loss_cls: 1.2679, loss: 1.2679, grad_norm: 18.2718 2020-08-10 19:50:59,422 - mmaction - INFO - Epoch [29][140/2505] lr: 5.000e-04, eta: 1 day, 16:45:24, time: 1.883, data_time: 0.004, memory: 8521, top1_acc: 0.7120, top5_acc: 0.8755, loss_cls: 1.1742, loss: 1.1742, grad_norm: 17.6679 2020-08-10 19:51:36,826 - mmaction - INFO - Epoch [29][160/2505] lr: 5.000e-04, eta: 1 day, 16:44:43, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6781, top5_acc: 0.8698, loss_cls: 1.2892, loss: 1.2892, grad_norm: 18.6792 2020-08-10 19:52:14,399 - mmaction - INFO - Epoch [29][180/2505] lr: 5.000e-04, eta: 1 day, 16:44:02, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.7130, top5_acc: 0.8703, loss_cls: 1.2369, loss: 1.2369, grad_norm: 18.7821 2020-08-10 19:52:51,904 - mmaction - INFO - Epoch [29][200/2505] lr: 5.000e-04, eta: 1 day, 16:43:21, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.6901, top5_acc: 0.8630, loss_cls: 1.2738, loss: 1.2738, grad_norm: 18.4992 2020-08-10 19:53:29,376 - mmaction - INFO - Epoch [29][220/2505] lr: 5.000e-04, eta: 1 day, 16:42:40, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.7073, top5_acc: 0.8594, loss_cls: 1.2554, loss: 1.2554, grad_norm: 17.7217 2020-08-10 19:54:06,731 - mmaction - INFO - Epoch [29][240/2505] lr: 5.000e-04, eta: 1 day, 16:41:59, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7010, top5_acc: 0.8755, loss_cls: 1.2536, loss: 1.2536, grad_norm: 18.3556 2020-08-10 19:54:44,365 - mmaction - INFO - Epoch [29][260/2505] lr: 5.000e-04, eta: 1 day, 16:41:19, time: 1.882, data_time: 0.001, memory: 8521, top1_acc: 0.6885, top5_acc: 0.8510, loss_cls: 1.3064, loss: 1.3064, grad_norm: 17.9504 2020-08-10 19:55:21,917 - mmaction - INFO - Epoch [29][280/2505] lr: 5.000e-04, eta: 1 day, 16:40:38, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.6906, top5_acc: 0.8630, loss_cls: 1.2633, loss: 1.2633, grad_norm: 18.0881 2020-08-10 19:55:59,384 - mmaction - INFO - Epoch [29][300/2505] lr: 5.000e-04, eta: 1 day, 16:39:57, time: 1.873, data_time: 0.003, memory: 8521, top1_acc: 0.6911, top5_acc: 0.8708, loss_cls: 1.2337, loss: 1.2337, grad_norm: 18.0783 2020-08-10 19:56:36,941 - mmaction - INFO - Epoch [29][320/2505] lr: 5.000e-04, eta: 1 day, 16:39:16, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.6854, top5_acc: 0.8609, loss_cls: 1.2850, loss: 1.2850, grad_norm: 17.1705 2020-08-10 19:57:14,685 - mmaction - INFO - Epoch [29][340/2505] lr: 5.000e-04, eta: 1 day, 16:38:36, time: 1.887, data_time: 0.001, memory: 8521, top1_acc: 0.6990, top5_acc: 0.8818, loss_cls: 1.1993, loss: 1.1993, grad_norm: 18.7624 2020-08-10 19:57:52,340 - mmaction - INFO - Epoch [29][360/2505] lr: 5.000e-04, eta: 1 day, 16:37:55, time: 1.883, data_time: 0.001, memory: 8521, top1_acc: 0.6984, top5_acc: 0.8615, loss_cls: 1.2857, loss: 1.2857, grad_norm: 17.7490 2020-08-10 19:58:30,200 - mmaction - INFO - Epoch [29][380/2505] lr: 5.000e-04, eta: 1 day, 16:37:15, time: 1.893, data_time: 0.001, memory: 8521, top1_acc: 0.7016, top5_acc: 0.8677, loss_cls: 1.2397, loss: 1.2397, grad_norm: 18.1347 2020-08-10 19:59:07,887 - mmaction - INFO - Epoch [29][400/2505] lr: 5.000e-04, eta: 1 day, 16:36:34, time: 1.884, data_time: 0.001, memory: 8521, top1_acc: 0.6813, top5_acc: 0.8609, loss_cls: 1.3213, loss: 1.3213, grad_norm: 18.0233 2020-08-10 19:59:45,711 - mmaction - INFO - Epoch [29][420/2505] lr: 5.000e-04, eta: 1 day, 16:35:54, time: 1.891, data_time: 0.001, memory: 8521, top1_acc: 0.7016, top5_acc: 0.8604, loss_cls: 1.2752, loss: 1.2752, grad_norm: 17.2654 2020-08-10 20:00:25,836 - mmaction - INFO - Epoch [29][440/2505] lr: 5.000e-04, eta: 1 day, 16:35:15, time: 2.003, data_time: 0.005, memory: 8521, top1_acc: 0.7057, top5_acc: 0.8698, loss_cls: 1.2058, loss: 1.2058, grad_norm: 17.8681 2020-08-10 20:01:03,368 - mmaction - INFO - Epoch [29][460/2505] lr: 5.000e-04, eta: 1 day, 16:34:35, time: 1.880, data_time: 0.019, memory: 8521, top1_acc: 0.6927, top5_acc: 0.8667, loss_cls: 1.2807, loss: 1.2807, grad_norm: 18.1195 2020-08-10 20:01:40,580 - mmaction - INFO - Epoch [29][480/2505] lr: 5.000e-04, eta: 1 day, 16:33:54, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6859, top5_acc: 0.8578, loss_cls: 1.2447, loss: 1.2447, grad_norm: 17.6158 2020-08-10 20:02:17,872 - mmaction - INFO - Epoch [29][500/2505] lr: 5.000e-04, eta: 1 day, 16:33:13, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6943, top5_acc: 0.8630, loss_cls: 1.2887, loss: 1.2887, grad_norm: 17.0530 2020-08-10 20:02:55,216 - mmaction - INFO - Epoch [29][520/2505] lr: 5.000e-04, eta: 1 day, 16:32:32, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7125, top5_acc: 0.8760, loss_cls: 1.1842, loss: 1.1842, grad_norm: 17.2102 2020-08-10 20:03:32,482 - mmaction - INFO - Epoch [29][540/2505] lr: 5.000e-04, eta: 1 day, 16:31:51, time: 1.864, data_time: 0.002, memory: 8521, top1_acc: 0.7016, top5_acc: 0.8635, loss_cls: 1.2205, loss: 1.2205, grad_norm: 18.3750 2020-08-10 20:04:09,726 - mmaction - INFO - Epoch [29][560/2505] lr: 5.000e-04, eta: 1 day, 16:31:09, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6786, top5_acc: 0.8677, loss_cls: 1.2839, loss: 1.2839, grad_norm: 19.0457 2020-08-10 20:04:46,963 - mmaction - INFO - Epoch [29][580/2505] lr: 5.000e-04, eta: 1 day, 16:30:28, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7141, top5_acc: 0.8859, loss_cls: 1.1786, loss: 1.1786, grad_norm: 17.8610 2020-08-10 20:05:25,036 - mmaction - INFO - Epoch [29][600/2505] lr: 5.000e-04, eta: 1 day, 16:29:48, time: 1.903, data_time: 0.001, memory: 8521, top1_acc: 0.6844, top5_acc: 0.8620, loss_cls: 1.3044, loss: 1.3044, grad_norm: 18.8286 2020-08-10 20:06:02,452 - mmaction - INFO - Epoch [29][620/2505] lr: 5.000e-04, eta: 1 day, 16:29:07, time: 1.872, data_time: 0.002, memory: 8521, top1_acc: 0.7016, top5_acc: 0.8729, loss_cls: 1.2223, loss: 1.2223, grad_norm: 18.3346 2020-08-10 20:06:39,676 - mmaction - INFO - Epoch [29][640/2505] lr: 5.000e-04, eta: 1 day, 16:28:26, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6932, top5_acc: 0.8766, loss_cls: 1.2636, loss: 1.2636, grad_norm: 17.8486 2020-08-10 20:07:16,862 - mmaction - INFO - Epoch [29][660/2505] lr: 5.000e-04, eta: 1 day, 16:27:45, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7031, top5_acc: 0.8708, loss_cls: 1.2606, loss: 1.2606, grad_norm: 19.1393 2020-08-10 20:07:54,096 - mmaction - INFO - Epoch [29][680/2505] lr: 5.000e-04, eta: 1 day, 16:27:04, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6891, top5_acc: 0.8578, loss_cls: 1.3180, loss: 1.3180, grad_norm: 18.6460 2020-08-10 20:08:31,372 - mmaction - INFO - Epoch [29][700/2505] lr: 5.000e-04, eta: 1 day, 16:26:23, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6818, top5_acc: 0.8719, loss_cls: 1.2829, loss: 1.2829, grad_norm: 18.1839 2020-08-10 20:09:08,779 - mmaction - INFO - Epoch [29][720/2505] lr: 5.000e-04, eta: 1 day, 16:25:42, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6885, top5_acc: 0.8516, loss_cls: 1.3368, loss: 1.3368, grad_norm: 17.4137 2020-08-10 20:09:46,199 - mmaction - INFO - Epoch [29][740/2505] lr: 5.000e-04, eta: 1 day, 16:25:01, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.6839, top5_acc: 0.8635, loss_cls: 1.2859, loss: 1.2859, grad_norm: 19.4624 2020-08-10 20:10:23,611 - mmaction - INFO - Epoch [29][760/2505] lr: 5.000e-04, eta: 1 day, 16:24:20, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.6844, top5_acc: 0.8594, loss_cls: 1.3300, loss: 1.3300, grad_norm: 18.2800 2020-08-10 20:11:00,922 - mmaction - INFO - Epoch [29][780/2505] lr: 5.000e-04, eta: 1 day, 16:23:39, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6870, top5_acc: 0.8594, loss_cls: 1.3404, loss: 1.3404, grad_norm: 18.5693 2020-08-10 20:11:38,199 - mmaction - INFO - Epoch [29][800/2505] lr: 5.000e-04, eta: 1 day, 16:22:58, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6734, top5_acc: 0.8562, loss_cls: 1.3619, loss: 1.3619, grad_norm: 18.8383 2020-08-10 20:12:15,626 - mmaction - INFO - Epoch [29][820/2505] lr: 5.000e-04, eta: 1 day, 16:22:17, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.7089, top5_acc: 0.8734, loss_cls: 1.2362, loss: 1.2362, grad_norm: 17.8253 2020-08-10 20:12:52,956 - mmaction - INFO - Epoch [29][840/2505] lr: 5.000e-04, eta: 1 day, 16:21:36, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.2558, loss: 1.2558, grad_norm: 18.5585 2020-08-10 20:13:30,353 - mmaction - INFO - Epoch [29][860/2505] lr: 5.000e-04, eta: 1 day, 16:20:55, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6922, top5_acc: 0.8599, loss_cls: 1.3092, loss: 1.3092, grad_norm: 17.8799 2020-08-10 20:14:07,818 - mmaction - INFO - Epoch [29][880/2505] lr: 5.000e-04, eta: 1 day, 16:20:15, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.7057, top5_acc: 0.8724, loss_cls: 1.2347, loss: 1.2347, grad_norm: 17.5284 2020-08-10 20:14:45,020 - mmaction - INFO - Epoch [29][900/2505] lr: 5.000e-04, eta: 1 day, 16:19:34, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6818, top5_acc: 0.8594, loss_cls: 1.3055, loss: 1.3055, grad_norm: 18.0041 2020-08-10 20:15:22,278 - mmaction - INFO - Epoch [29][920/2505] lr: 5.000e-04, eta: 1 day, 16:18:53, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6948, top5_acc: 0.8589, loss_cls: 1.3151, loss: 1.3151, grad_norm: 17.7675 2020-08-10 20:15:59,588 - mmaction - INFO - Epoch [29][940/2505] lr: 5.000e-04, eta: 1 day, 16:18:12, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6828, top5_acc: 0.8609, loss_cls: 1.3229, loss: 1.3229, grad_norm: 18.5469 2020-08-10 20:16:36,833 - mmaction - INFO - Epoch [29][960/2505] lr: 5.000e-04, eta: 1 day, 16:17:30, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7094, top5_acc: 0.8630, loss_cls: 1.2316, loss: 1.2316, grad_norm: 17.8491 2020-08-10 20:17:14,178 - mmaction - INFO - Epoch [29][980/2505] lr: 5.000e-04, eta: 1 day, 16:16:50, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6823, top5_acc: 0.8536, loss_cls: 1.3155, loss: 1.3155, grad_norm: 18.0059 2020-08-10 20:17:51,446 - mmaction - INFO - Epoch [29][1000/2505] lr: 5.000e-04, eta: 1 day, 16:16:09, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7000, top5_acc: 0.8755, loss_cls: 1.2518, loss: 1.2518, grad_norm: 18.6553 2020-08-10 20:18:28,773 - mmaction - INFO - Epoch [29][1020/2505] lr: 5.000e-04, eta: 1 day, 16:15:28, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6932, top5_acc: 0.8630, loss_cls: 1.3254, loss: 1.3254, grad_norm: 18.2103 2020-08-10 20:19:06,224 - mmaction - INFO - Epoch [29][1040/2505] lr: 5.000e-04, eta: 1 day, 16:14:47, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.6917, top5_acc: 0.8573, loss_cls: 1.3360, loss: 1.3360, grad_norm: 17.7341 2020-08-10 20:19:43,498 - mmaction - INFO - Epoch [29][1060/2505] lr: 5.000e-04, eta: 1 day, 16:14:06, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6974, top5_acc: 0.8625, loss_cls: 1.2871, loss: 1.2871, grad_norm: 18.9007 2020-08-10 20:20:20,771 - mmaction - INFO - Epoch [29][1080/2505] lr: 5.000e-04, eta: 1 day, 16:13:25, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6891, top5_acc: 0.8677, loss_cls: 1.2700, loss: 1.2700, grad_norm: 17.4763 2020-08-10 20:20:58,278 - mmaction - INFO - Epoch [29][1100/2505] lr: 5.000e-04, eta: 1 day, 16:12:44, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.6792, top5_acc: 0.8599, loss_cls: 1.3109, loss: 1.3109, grad_norm: 18.6341 2020-08-10 20:21:35,467 - mmaction - INFO - Epoch [29][1120/2505] lr: 5.000e-04, eta: 1 day, 16:12:03, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6714, top5_acc: 0.8411, loss_cls: 1.3960, loss: 1.3960, grad_norm: 18.7379 2020-08-10 20:22:12,800 - mmaction - INFO - Epoch [29][1140/2505] lr: 5.000e-04, eta: 1 day, 16:11:22, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6958, top5_acc: 0.8656, loss_cls: 1.2467, loss: 1.2467, grad_norm: 18.2607 2020-08-10 20:22:50,377 - mmaction - INFO - Epoch [29][1160/2505] lr: 5.000e-04, eta: 1 day, 16:10:41, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.6927, top5_acc: 0.8594, loss_cls: 1.2722, loss: 1.2722, grad_norm: 17.7088 2020-08-10 20:23:28,019 - mmaction - INFO - Epoch [29][1180/2505] lr: 5.000e-04, eta: 1 day, 16:10:01, time: 1.882, data_time: 0.001, memory: 8521, top1_acc: 0.6948, top5_acc: 0.8651, loss_cls: 1.2750, loss: 1.2750, grad_norm: 18.9924 2020-08-10 20:24:05,353 - mmaction - INFO - Epoch [29][1200/2505] lr: 5.000e-04, eta: 1 day, 16:09:20, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7000, top5_acc: 0.8687, loss_cls: 1.2882, loss: 1.2882, grad_norm: 17.4666 2020-08-10 20:24:42,524 - mmaction - INFO - Epoch [29][1220/2505] lr: 5.000e-04, eta: 1 day, 16:08:39, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6969, top5_acc: 0.8755, loss_cls: 1.2194, loss: 1.2194, grad_norm: 18.9604 2020-08-10 20:25:19,996 - mmaction - INFO - Epoch [29][1240/2505] lr: 5.000e-04, eta: 1 day, 16:07:58, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.6984, top5_acc: 0.8667, loss_cls: 1.2367, loss: 1.2367, grad_norm: 17.8087 2020-08-10 20:25:57,278 - mmaction - INFO - Epoch [29][1260/2505] lr: 5.000e-04, eta: 1 day, 16:07:17, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6844, top5_acc: 0.8583, loss_cls: 1.2899, loss: 1.2899, grad_norm: 18.2328 2020-08-10 20:26:34,782 - mmaction - INFO - Epoch [29][1280/2505] lr: 5.000e-04, eta: 1 day, 16:06:36, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.6844, top5_acc: 0.8682, loss_cls: 1.2868, loss: 1.2868, grad_norm: 18.7187 2020-08-10 20:27:12,038 - mmaction - INFO - Epoch [29][1300/2505] lr: 5.000e-04, eta: 1 day, 16:05:55, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6776, top5_acc: 0.8661, loss_cls: 1.2773, loss: 1.2773, grad_norm: 18.3281 2020-08-10 20:27:49,372 - mmaction - INFO - Epoch [29][1320/2505] lr: 5.000e-04, eta: 1 day, 16:05:14, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6818, top5_acc: 0.8604, loss_cls: 1.3007, loss: 1.3007, grad_norm: 17.3982 2020-08-10 20:28:26,751 - mmaction - INFO - Epoch [29][1340/2505] lr: 5.000e-04, eta: 1 day, 16:04:33, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6875, top5_acc: 0.8615, loss_cls: 1.3042, loss: 1.3042, grad_norm: 17.8577 2020-08-10 20:29:04,135 - mmaction - INFO - Epoch [29][1360/2505] lr: 5.000e-04, eta: 1 day, 16:03:53, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6964, top5_acc: 0.8745, loss_cls: 1.2417, loss: 1.2417, grad_norm: 18.7295 2020-08-10 20:29:41,491 - mmaction - INFO - Epoch [29][1380/2505] lr: 5.000e-04, eta: 1 day, 16:03:12, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6828, top5_acc: 0.8615, loss_cls: 1.3309, loss: 1.3309, grad_norm: 17.2804 2020-08-10 20:30:18,737 - mmaction - INFO - Epoch [29][1400/2505] lr: 5.000e-04, eta: 1 day, 16:02:31, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6766, top5_acc: 0.8682, loss_cls: 1.2938, loss: 1.2938, grad_norm: 18.9974 2020-08-10 20:30:55,986 - mmaction - INFO - Epoch [29][1420/2505] lr: 5.000e-04, eta: 1 day, 16:01:50, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6990, top5_acc: 0.8688, loss_cls: 1.2268, loss: 1.2268, grad_norm: 17.9396 2020-08-10 20:31:33,314 - mmaction - INFO - Epoch [29][1440/2505] lr: 5.000e-04, eta: 1 day, 16:01:09, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6880, top5_acc: 0.8677, loss_cls: 1.2604, loss: 1.2604, grad_norm: 18.2494 2020-08-10 20:32:10,618 - mmaction - INFO - Epoch [29][1460/2505] lr: 5.000e-04, eta: 1 day, 16:00:28, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6974, top5_acc: 0.8625, loss_cls: 1.2782, loss: 1.2782, grad_norm: 17.0737 2020-08-10 20:32:47,971 - mmaction - INFO - Epoch [29][1480/2505] lr: 5.000e-04, eta: 1 day, 15:59:47, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6839, top5_acc: 0.8714, loss_cls: 1.2800, loss: 1.2800, grad_norm: 18.6231 2020-08-10 20:33:25,725 - mmaction - INFO - Epoch [29][1500/2505] lr: 5.000e-04, eta: 1 day, 15:59:07, time: 1.888, data_time: 0.001, memory: 8521, top1_acc: 0.6875, top5_acc: 0.8568, loss_cls: 1.3118, loss: 1.3118, grad_norm: 18.4182 2020-08-10 20:34:03,336 - mmaction - INFO - Epoch [29][1520/2505] lr: 5.000e-04, eta: 1 day, 15:58:26, time: 1.881, data_time: 0.001, memory: 8521, top1_acc: 0.6984, top5_acc: 0.8635, loss_cls: 1.3154, loss: 1.3154, grad_norm: 18.2984 2020-08-10 20:34:40,680 - mmaction - INFO - Epoch [29][1540/2505] lr: 5.000e-04, eta: 1 day, 15:57:45, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7036, top5_acc: 0.8568, loss_cls: 1.2994, loss: 1.2994, grad_norm: 17.5646 2020-08-10 20:35:17,970 - mmaction - INFO - Epoch [29][1560/2505] lr: 5.000e-04, eta: 1 day, 15:57:04, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7036, top5_acc: 0.8688, loss_cls: 1.2261, loss: 1.2261, grad_norm: 17.5205 2020-08-10 20:35:55,274 - mmaction - INFO - Epoch [29][1580/2505] lr: 5.000e-04, eta: 1 day, 15:56:23, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6906, top5_acc: 0.8693, loss_cls: 1.2826, loss: 1.2826, grad_norm: 18.1249 2020-08-10 20:36:32,473 - mmaction - INFO - Epoch [29][1600/2505] lr: 5.000e-04, eta: 1 day, 15:55:42, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6880, top5_acc: 0.8672, loss_cls: 1.2751, loss: 1.2751, grad_norm: 19.0251 2020-08-10 20:37:09,846 - mmaction - INFO - Epoch [29][1620/2505] lr: 5.000e-04, eta: 1 day, 15:55:01, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6932, top5_acc: 0.8740, loss_cls: 1.2659, loss: 1.2659, grad_norm: 19.0907 2020-08-10 20:37:47,218 - mmaction - INFO - Epoch [29][1640/2505] lr: 5.000e-04, eta: 1 day, 15:54:20, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6922, top5_acc: 0.8688, loss_cls: 1.2388, loss: 1.2388, grad_norm: 17.8080 2020-08-10 20:38:24,581 - mmaction - INFO - Epoch [29][1660/2505] lr: 5.000e-04, eta: 1 day, 15:53:40, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7000, top5_acc: 0.8771, loss_cls: 1.2040, loss: 1.2040, grad_norm: 18.1132 2020-08-10 20:39:02,060 - mmaction - INFO - Epoch [29][1680/2505] lr: 5.000e-04, eta: 1 day, 15:52:59, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.6854, top5_acc: 0.8688, loss_cls: 1.2664, loss: 1.2664, grad_norm: 18.4950 2020-08-10 20:39:39,145 - mmaction - INFO - Epoch [29][1700/2505] lr: 5.000e-04, eta: 1 day, 15:52:18, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.6885, top5_acc: 0.8656, loss_cls: 1.2613, loss: 1.2613, grad_norm: 18.5769 2020-08-10 20:40:16,419 - mmaction - INFO - Epoch [29][1720/2505] lr: 5.000e-04, eta: 1 day, 15:51:37, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6797, top5_acc: 0.8505, loss_cls: 1.3604, loss: 1.3604, grad_norm: 17.9391 2020-08-10 20:40:53,745 - mmaction - INFO - Epoch [29][1740/2505] lr: 5.000e-04, eta: 1 day, 15:50:56, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6875, top5_acc: 0.8594, loss_cls: 1.2811, loss: 1.2811, grad_norm: 17.4049 2020-08-10 20:41:31,022 - mmaction - INFO - Epoch [29][1760/2505] lr: 5.000e-04, eta: 1 day, 15:50:15, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7052, top5_acc: 0.8672, loss_cls: 1.2455, loss: 1.2455, grad_norm: 17.9619 2020-08-10 20:42:08,382 - mmaction - INFO - Epoch [29][1780/2505] lr: 5.000e-04, eta: 1 day, 15:49:34, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7063, top5_acc: 0.8620, loss_cls: 1.2987, loss: 1.2987, grad_norm: 18.6173 2020-08-10 20:42:45,674 - mmaction - INFO - Epoch [29][1800/2505] lr: 5.000e-04, eta: 1 day, 15:48:53, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6990, top5_acc: 0.8656, loss_cls: 1.2506, loss: 1.2506, grad_norm: 18.8083 2020-08-10 20:43:22,941 - mmaction - INFO - Epoch [29][1820/2505] lr: 5.000e-04, eta: 1 day, 15:48:12, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6667, top5_acc: 0.8422, loss_cls: 1.4353, loss: 1.4353, grad_norm: 17.9503 2020-08-10 20:44:00,218 - mmaction - INFO - Epoch [29][1840/2505] lr: 5.000e-04, eta: 1 day, 15:47:31, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6932, top5_acc: 0.8703, loss_cls: 1.2403, loss: 1.2403, grad_norm: 18.3039 2020-08-10 20:44:37,587 - mmaction - INFO - Epoch [29][1860/2505] lr: 5.000e-04, eta: 1 day, 15:46:51, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6792, top5_acc: 0.8547, loss_cls: 1.3267, loss: 1.3267, grad_norm: 17.8748 2020-08-10 20:45:14,778 - mmaction - INFO - Epoch [29][1880/2505] lr: 5.000e-04, eta: 1 day, 15:46:10, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6849, top5_acc: 0.8693, loss_cls: 1.2985, loss: 1.2985, grad_norm: 18.2709 2020-08-10 20:45:52,081 - mmaction - INFO - Epoch [29][1900/2505] lr: 5.000e-04, eta: 1 day, 15:45:29, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6839, top5_acc: 0.8516, loss_cls: 1.3261, loss: 1.3261, grad_norm: 17.5537 2020-08-10 20:46:29,470 - mmaction - INFO - Epoch [29][1920/2505] lr: 5.000e-04, eta: 1 day, 15:44:48, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.7005, top5_acc: 0.8807, loss_cls: 1.1962, loss: 1.1962, grad_norm: 18.0417 2020-08-10 20:47:06,654 - mmaction - INFO - Epoch [29][1940/2505] lr: 5.000e-04, eta: 1 day, 15:44:07, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6969, top5_acc: 0.8729, loss_cls: 1.2619, loss: 1.2619, grad_norm: 18.1273 2020-08-10 20:47:44,025 - mmaction - INFO - Epoch [29][1960/2505] lr: 5.000e-04, eta: 1 day, 15:43:26, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6813, top5_acc: 0.8526, loss_cls: 1.3481, loss: 1.3481, grad_norm: 17.7732 2020-08-10 20:48:21,332 - mmaction - INFO - Epoch [29][1980/2505] lr: 5.000e-04, eta: 1 day, 15:42:45, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6885, top5_acc: 0.8552, loss_cls: 1.2977, loss: 1.2977, grad_norm: 17.7467 2020-08-10 20:48:58,657 - mmaction - INFO - Epoch [29][2000/2505] lr: 5.000e-04, eta: 1 day, 15:42:04, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6797, top5_acc: 0.8750, loss_cls: 1.2533, loss: 1.2533, grad_norm: 18.3249 2020-08-10 20:49:36,056 - mmaction - INFO - Epoch [29][2020/2505] lr: 5.000e-04, eta: 1 day, 15:41:24, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6984, top5_acc: 0.8703, loss_cls: 1.2388, loss: 1.2388, grad_norm: 18.7291 2020-08-10 20:50:13,319 - mmaction - INFO - Epoch [29][2040/2505] lr: 5.000e-04, eta: 1 day, 15:40:43, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6932, top5_acc: 0.8552, loss_cls: 1.2897, loss: 1.2897, grad_norm: 18.6489 2020-08-10 20:50:50,482 - mmaction - INFO - Epoch [29][2060/2505] lr: 5.000e-04, eta: 1 day, 15:40:02, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6839, top5_acc: 0.8651, loss_cls: 1.3125, loss: 1.3125, grad_norm: 18.2710 2020-08-10 20:51:27,670 - mmaction - INFO - Epoch [29][2080/2505] lr: 5.000e-04, eta: 1 day, 15:39:21, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7021, top5_acc: 0.8615, loss_cls: 1.2919, loss: 1.2919, grad_norm: 18.5163 2020-08-10 20:52:05,120 - mmaction - INFO - Epoch [29][2100/2505] lr: 5.000e-04, eta: 1 day, 15:38:40, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.6927, top5_acc: 0.8609, loss_cls: 1.3032, loss: 1.3032, grad_norm: 18.3351 2020-08-10 20:52:42,499 - mmaction - INFO - Epoch [29][2120/2505] lr: 5.000e-04, eta: 1 day, 15:37:59, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6964, top5_acc: 0.8734, loss_cls: 1.2554, loss: 1.2554, grad_norm: 17.9371 2020-08-10 20:53:19,867 - mmaction - INFO - Epoch [29][2140/2505] lr: 5.000e-04, eta: 1 day, 15:37:18, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6911, top5_acc: 0.8693, loss_cls: 1.2346, loss: 1.2346, grad_norm: 17.9760 2020-08-10 20:53:57,100 - mmaction - INFO - Epoch [29][2160/2505] lr: 5.000e-04, eta: 1 day, 15:36:37, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6792, top5_acc: 0.8641, loss_cls: 1.3263, loss: 1.3263, grad_norm: 18.8387 2020-08-10 20:54:34,358 - mmaction - INFO - Epoch [29][2180/2505] lr: 5.000e-04, eta: 1 day, 15:35:57, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6781, top5_acc: 0.8599, loss_cls: 1.3321, loss: 1.3321, grad_norm: 18.6162 2020-08-10 20:55:11,666 - mmaction - INFO - Epoch [29][2200/2505] lr: 5.000e-04, eta: 1 day, 15:35:16, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6891, top5_acc: 0.8698, loss_cls: 1.2969, loss: 1.2969, grad_norm: 18.7471 2020-08-10 20:55:48,956 - mmaction - INFO - Epoch [29][2220/2505] lr: 5.000e-04, eta: 1 day, 15:34:35, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6984, top5_acc: 0.8781, loss_cls: 1.2059, loss: 1.2059, grad_norm: 17.8840 2020-08-10 20:56:26,218 - mmaction - INFO - Epoch [29][2240/2505] lr: 5.000e-04, eta: 1 day, 15:33:54, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6880, top5_acc: 0.8615, loss_cls: 1.3313, loss: 1.3313, grad_norm: 18.3655 2020-08-10 20:57:03,641 - mmaction - INFO - Epoch [29][2260/2505] lr: 5.000e-04, eta: 1 day, 15:33:13, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.7021, top5_acc: 0.8625, loss_cls: 1.2659, loss: 1.2659, grad_norm: 17.9656 2020-08-10 20:57:40,877 - mmaction - INFO - Epoch [29][2280/2505] lr: 5.000e-04, eta: 1 day, 15:32:32, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6906, top5_acc: 0.8792, loss_cls: 1.2485, loss: 1.2485, grad_norm: 19.0735 2020-08-10 20:58:18,103 - mmaction - INFO - Epoch [29][2300/2505] lr: 5.000e-04, eta: 1 day, 15:31:51, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7099, top5_acc: 0.8625, loss_cls: 1.2602, loss: 1.2602, grad_norm: 17.6845 2020-08-10 20:58:55,213 - mmaction - INFO - Epoch [29][2320/2505] lr: 5.000e-04, eta: 1 day, 15:31:10, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.6958, top5_acc: 0.8719, loss_cls: 1.2307, loss: 1.2307, grad_norm: 17.2036 2020-08-10 20:59:32,730 - mmaction - INFO - Epoch [29][2340/2505] lr: 5.000e-04, eta: 1 day, 15:30:30, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.7031, top5_acc: 0.8771, loss_cls: 1.2170, loss: 1.2170, grad_norm: 17.8225 2020-08-10 21:00:12,855 - mmaction - INFO - Epoch [29][2360/2505] lr: 5.000e-04, eta: 1 day, 15:29:52, time: 2.005, data_time: 0.001, memory: 8521, top1_acc: 0.6995, top5_acc: 0.8526, loss_cls: 1.2753, loss: 1.2753, grad_norm: 18.0124 2020-08-10 21:00:50,241 - mmaction - INFO - Epoch [29][2380/2505] lr: 5.000e-04, eta: 1 day, 15:29:11, time: 1.870, data_time: 0.012, memory: 8521, top1_acc: 0.6766, top5_acc: 0.8620, loss_cls: 1.3162, loss: 1.3162, grad_norm: 17.8152 2020-08-10 21:01:27,553 - mmaction - INFO - Epoch [29][2400/2505] lr: 5.000e-04, eta: 1 day, 15:28:30, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6859, top5_acc: 0.8635, loss_cls: 1.3228, loss: 1.3228, grad_norm: 18.5136 2020-08-10 21:02:04,904 - mmaction - INFO - Epoch [29][2420/2505] lr: 5.000e-04, eta: 1 day, 15:27:49, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6875, top5_acc: 0.8786, loss_cls: 1.2322, loss: 1.2322, grad_norm: 18.9575 2020-08-10 21:02:42,305 - mmaction - INFO - Epoch [29][2440/2505] lr: 5.000e-04, eta: 1 day, 15:27:09, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6729, top5_acc: 0.8615, loss_cls: 1.3525, loss: 1.3525, grad_norm: 18.4911 2020-08-10 21:03:19,580 - mmaction - INFO - Epoch [29][2460/2505] lr: 5.000e-04, eta: 1 day, 15:26:28, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7083, top5_acc: 0.8797, loss_cls: 1.2299, loss: 1.2299, grad_norm: 18.3272 2020-08-10 21:03:56,836 - mmaction - INFO - Epoch [29][2480/2505] lr: 5.000e-04, eta: 1 day, 15:25:47, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6974, top5_acc: 0.8667, loss_cls: 1.2827, loss: 1.2827, grad_norm: 19.0083 2020-08-10 21:04:34,186 - mmaction - INFO - Epoch [29][2500/2505] lr: 5.000e-04, eta: 1 day, 15:25:06, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6797, top5_acc: 0.8682, loss_cls: 1.3043, loss: 1.3043, grad_norm: 17.4166 2020-08-10 21:06:22,251 - mmaction - INFO - Epoch [30][20/2505] lr: 5.000e-04, eta: 1 day, 15:25:01, time: 4.632, data_time: 2.702, memory: 8521, top1_acc: 0.6964, top5_acc: 0.8661, loss_cls: 1.2552, loss: 1.2552, grad_norm: 17.2850 2020-08-10 21:07:00,217 - mmaction - INFO - Epoch [30][40/2505] lr: 5.000e-04, eta: 1 day, 15:24:21, time: 1.898, data_time: 0.010, memory: 8521, top1_acc: 0.6849, top5_acc: 0.8557, loss_cls: 1.3093, loss: 1.3093, grad_norm: 18.2220 2020-08-10 21:07:38,055 - mmaction - INFO - Epoch [30][60/2505] lr: 5.000e-04, eta: 1 day, 15:23:40, time: 1.892, data_time: 0.001, memory: 8521, top1_acc: 0.7052, top5_acc: 0.8703, loss_cls: 1.2362, loss: 1.2362, grad_norm: 17.6135 2020-08-10 21:08:15,886 - mmaction - INFO - Epoch [30][80/2505] lr: 5.000e-04, eta: 1 day, 15:23:00, time: 1.892, data_time: 0.001, memory: 8521, top1_acc: 0.6896, top5_acc: 0.8677, loss_cls: 1.2929, loss: 1.2929, grad_norm: 18.9822 2020-08-10 21:08:53,750 - mmaction - INFO - Epoch [30][100/2505] lr: 5.000e-04, eta: 1 day, 15:22:20, time: 1.893, data_time: 0.001, memory: 8521, top1_acc: 0.6927, top5_acc: 0.8599, loss_cls: 1.2955, loss: 1.2955, grad_norm: 17.7541 2020-08-10 21:09:31,214 - mmaction - INFO - Epoch [30][120/2505] lr: 5.000e-04, eta: 1 day, 15:21:39, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.7135, top5_acc: 0.8750, loss_cls: 1.2126, loss: 1.2126, grad_norm: 17.4917 2020-08-10 21:10:09,543 - mmaction - INFO - Epoch [30][140/2505] lr: 5.000e-04, eta: 1 day, 15:20:59, time: 1.917, data_time: 0.001, memory: 8521, top1_acc: 0.6922, top5_acc: 0.8745, loss_cls: 1.2299, loss: 1.2299, grad_norm: 18.6584 2020-08-10 21:10:47,162 - mmaction - INFO - Epoch [30][160/2505] lr: 5.000e-04, eta: 1 day, 15:20:19, time: 1.881, data_time: 0.003, memory: 8521, top1_acc: 0.6953, top5_acc: 0.8682, loss_cls: 1.2871, loss: 1.2871, grad_norm: 17.5905 2020-08-10 21:11:24,634 - mmaction - INFO - Epoch [30][180/2505] lr: 5.000e-04, eta: 1 day, 15:19:38, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.6927, top5_acc: 0.8724, loss_cls: 1.2696, loss: 1.2696, grad_norm: 18.2003 2020-08-10 21:12:01,990 - mmaction - INFO - Epoch [30][200/2505] lr: 5.000e-04, eta: 1 day, 15:18:57, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6776, top5_acc: 0.8516, loss_cls: 1.3431, loss: 1.3431, grad_norm: 17.8942 2020-08-10 21:12:39,447 - mmaction - INFO - Epoch [30][220/2505] lr: 5.000e-04, eta: 1 day, 15:18:17, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.7036, top5_acc: 0.8849, loss_cls: 1.2241, loss: 1.2241, grad_norm: 17.6622 2020-08-10 21:13:16,811 - mmaction - INFO - Epoch [30][240/2505] lr: 5.000e-04, eta: 1 day, 15:17:36, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7089, top5_acc: 0.8745, loss_cls: 1.2130, loss: 1.2130, grad_norm: 17.9826 2020-08-10 21:13:54,085 - mmaction - INFO - Epoch [30][260/2505] lr: 5.000e-04, eta: 1 day, 15:16:55, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7036, top5_acc: 0.8750, loss_cls: 1.2046, loss: 1.2046, grad_norm: 17.5500 2020-08-10 21:14:31,726 - mmaction - INFO - Epoch [30][280/2505] lr: 5.000e-04, eta: 1 day, 15:16:15, time: 1.882, data_time: 0.001, memory: 8521, top1_acc: 0.7010, top5_acc: 0.8635, loss_cls: 1.2425, loss: 1.2425, grad_norm: 18.2608 2020-08-10 21:15:09,193 - mmaction - INFO - Epoch [30][300/2505] lr: 5.000e-04, eta: 1 day, 15:15:34, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.6901, top5_acc: 0.8729, loss_cls: 1.2699, loss: 1.2699, grad_norm: 17.9807 2020-08-10 21:15:46,714 - mmaction - INFO - Epoch [30][320/2505] lr: 5.000e-04, eta: 1 day, 15:14:53, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.6875, top5_acc: 0.8667, loss_cls: 1.2677, loss: 1.2677, grad_norm: 17.6656 2020-08-10 21:16:24,373 - mmaction - INFO - Epoch [30][340/2505] lr: 5.000e-04, eta: 1 day, 15:14:13, time: 1.883, data_time: 0.001, memory: 8521, top1_acc: 0.6948, top5_acc: 0.8656, loss_cls: 1.2616, loss: 1.2616, grad_norm: 17.9890 2020-08-10 21:17:01,950 - mmaction - INFO - Epoch [30][360/2505] lr: 5.000e-04, eta: 1 day, 15:13:32, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.7109, top5_acc: 0.8708, loss_cls: 1.2200, loss: 1.2200, grad_norm: 17.3893 2020-08-10 21:17:39,471 - mmaction - INFO - Epoch [30][380/2505] lr: 5.000e-04, eta: 1 day, 15:12:52, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.6964, top5_acc: 0.8682, loss_cls: 1.2494, loss: 1.2494, grad_norm: 17.8414 2020-08-10 21:18:16,844 - mmaction - INFO - Epoch [30][400/2505] lr: 5.000e-04, eta: 1 day, 15:12:11, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.7193, top5_acc: 0.8786, loss_cls: 1.1888, loss: 1.1888, grad_norm: 18.1150 2020-08-10 21:18:54,271 - mmaction - INFO - Epoch [30][420/2505] lr: 5.000e-04, eta: 1 day, 15:11:30, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.7130, top5_acc: 0.8833, loss_cls: 1.1600, loss: 1.1600, grad_norm: 17.1461 2020-08-10 21:19:31,802 - mmaction - INFO - Epoch [30][440/2505] lr: 5.000e-04, eta: 1 day, 15:10:50, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.6938, top5_acc: 0.8635, loss_cls: 1.2631, loss: 1.2631, grad_norm: 18.4235 2020-08-10 21:20:09,252 - mmaction - INFO - Epoch [30][460/2505] lr: 5.000e-04, eta: 1 day, 15:10:09, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.6849, top5_acc: 0.8651, loss_cls: 1.3013, loss: 1.3013, grad_norm: 18.1621 2020-08-10 21:20:46,642 - mmaction - INFO - Epoch [30][480/2505] lr: 5.000e-04, eta: 1 day, 15:09:28, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7042, top5_acc: 0.8630, loss_cls: 1.2508, loss: 1.2508, grad_norm: 18.4425 2020-08-10 21:21:24,123 - mmaction - INFO - Epoch [30][500/2505] lr: 5.000e-04, eta: 1 day, 15:08:48, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.7188, top5_acc: 0.8750, loss_cls: 1.2007, loss: 1.2007, grad_norm: 18.5135 2020-08-10 21:22:01,691 - mmaction - INFO - Epoch [30][520/2505] lr: 5.000e-04, eta: 1 day, 15:08:07, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.6964, top5_acc: 0.8781, loss_cls: 1.2321, loss: 1.2321, grad_norm: 17.3499 2020-08-10 21:22:39,121 - mmaction - INFO - Epoch [30][540/2505] lr: 5.000e-04, eta: 1 day, 15:07:26, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.7031, top5_acc: 0.8599, loss_cls: 1.2448, loss: 1.2448, grad_norm: 18.5931 2020-08-10 21:23:16,633 - mmaction - INFO - Epoch [30][560/2505] lr: 5.000e-04, eta: 1 day, 15:06:46, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.6937, top5_acc: 0.8547, loss_cls: 1.2889, loss: 1.2889, grad_norm: 17.9261 2020-08-10 21:23:53,941 - mmaction - INFO - Epoch [30][580/2505] lr: 5.000e-04, eta: 1 day, 15:06:05, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6807, top5_acc: 0.8563, loss_cls: 1.3366, loss: 1.3366, grad_norm: 18.9299 2020-08-10 21:24:31,317 - mmaction - INFO - Epoch [30][600/2505] lr: 5.000e-04, eta: 1 day, 15:05:24, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6906, top5_acc: 0.8719, loss_cls: 1.2368, loss: 1.2368, grad_norm: 18.1143 2020-08-10 21:25:08,476 - mmaction - INFO - Epoch [30][620/2505] lr: 5.000e-04, eta: 1 day, 15:04:43, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6932, top5_acc: 0.8625, loss_cls: 1.2940, loss: 1.2940, grad_norm: 18.5883 2020-08-10 21:25:45,999 - mmaction - INFO - Epoch [30][640/2505] lr: 5.000e-04, eta: 1 day, 15:04:03, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.6740, top5_acc: 0.8599, loss_cls: 1.3502, loss: 1.3502, grad_norm: 18.8187 2020-08-10 21:26:23,343 - mmaction - INFO - Epoch [30][660/2505] lr: 5.000e-04, eta: 1 day, 15:03:22, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6859, top5_acc: 0.8599, loss_cls: 1.3365, loss: 1.3365, grad_norm: 17.4628 2020-08-10 21:27:00,662 - mmaction - INFO - Epoch [30][680/2505] lr: 5.000e-04, eta: 1 day, 15:02:41, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7260, top5_acc: 0.8786, loss_cls: 1.1603, loss: 1.1603, grad_norm: 17.8127 2020-08-10 21:27:38,092 - mmaction - INFO - Epoch [30][700/2505] lr: 5.000e-04, eta: 1 day, 15:02:01, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.6943, top5_acc: 0.8708, loss_cls: 1.2561, loss: 1.2561, grad_norm: 18.0002 2020-08-10 21:28:15,711 - mmaction - INFO - Epoch [30][720/2505] lr: 5.000e-04, eta: 1 day, 15:01:20, time: 1.881, data_time: 0.001, memory: 8521, top1_acc: 0.6953, top5_acc: 0.8615, loss_cls: 1.2758, loss: 1.2758, grad_norm: 18.1917 2020-08-10 21:28:53,672 - mmaction - INFO - Epoch [30][740/2505] lr: 5.000e-04, eta: 1 day, 15:00:40, time: 1.898, data_time: 0.001, memory: 8521, top1_acc: 0.7141, top5_acc: 0.8771, loss_cls: 1.1994, loss: 1.1994, grad_norm: 17.6886 2020-08-10 21:29:31,635 - mmaction - INFO - Epoch [30][760/2505] lr: 5.000e-04, eta: 1 day, 15:00:00, time: 1.898, data_time: 0.001, memory: 8521, top1_acc: 0.7031, top5_acc: 0.8771, loss_cls: 1.1904, loss: 1.1904, grad_norm: 18.1367 2020-08-10 21:30:09,290 - mmaction - INFO - Epoch [30][780/2505] lr: 5.000e-04, eta: 1 day, 14:59:19, time: 1.883, data_time: 0.001, memory: 8521, top1_acc: 0.6932, top5_acc: 0.8729, loss_cls: 1.2307, loss: 1.2307, grad_norm: 18.3590 2020-08-10 21:30:47,134 - mmaction - INFO - Epoch [30][800/2505] lr: 5.000e-04, eta: 1 day, 14:58:39, time: 1.892, data_time: 0.001, memory: 8521, top1_acc: 0.6938, top5_acc: 0.8599, loss_cls: 1.2814, loss: 1.2814, grad_norm: 18.8489 2020-08-10 21:31:25,065 - mmaction - INFO - Epoch [30][820/2505] lr: 5.000e-04, eta: 1 day, 14:57:59, time: 1.896, data_time: 0.001, memory: 8521, top1_acc: 0.7000, top5_acc: 0.8708, loss_cls: 1.2337, loss: 1.2337, grad_norm: 17.9632 2020-08-10 21:32:02,633 - mmaction - INFO - Epoch [30][840/2505] lr: 5.000e-04, eta: 1 day, 14:57:18, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.6854, top5_acc: 0.8724, loss_cls: 1.2371, loss: 1.2371, grad_norm: 18.7238 2020-08-10 21:32:40,025 - mmaction - INFO - Epoch [30][860/2505] lr: 5.000e-04, eta: 1 day, 14:56:38, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6990, top5_acc: 0.8688, loss_cls: 1.2692, loss: 1.2692, grad_norm: 18.0118 2020-08-10 21:33:18,009 - mmaction - INFO - Epoch [30][880/2505] lr: 5.000e-04, eta: 1 day, 14:55:58, time: 1.899, data_time: 0.001, memory: 8521, top1_acc: 0.6958, top5_acc: 0.8708, loss_cls: 1.2555, loss: 1.2555, grad_norm: 17.7122 2020-08-10 21:33:55,614 - mmaction - INFO - Epoch [30][900/2505] lr: 5.000e-04, eta: 1 day, 14:55:17, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.6953, top5_acc: 0.8719, loss_cls: 1.2440, loss: 1.2440, grad_norm: 18.7692 2020-08-10 21:34:33,468 - mmaction - INFO - Epoch [30][920/2505] lr: 5.000e-04, eta: 1 day, 14:54:37, time: 1.893, data_time: 0.001, memory: 8521, top1_acc: 0.7005, top5_acc: 0.8755, loss_cls: 1.2254, loss: 1.2254, grad_norm: 19.1496 2020-08-10 21:35:11,058 - mmaction - INFO - Epoch [30][940/2505] lr: 5.000e-04, eta: 1 day, 14:53:56, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.7073, top5_acc: 0.8750, loss_cls: 1.1999, loss: 1.1999, grad_norm: 17.7863 2020-08-10 21:35:48,572 - mmaction - INFO - Epoch [30][960/2505] lr: 5.000e-04, eta: 1 day, 14:53:16, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.6917, top5_acc: 0.8766, loss_cls: 1.2617, loss: 1.2617, grad_norm: 17.9822 2020-08-10 21:36:26,019 - mmaction - INFO - Epoch [30][980/2505] lr: 5.000e-04, eta: 1 day, 14:52:35, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.6755, top5_acc: 0.8427, loss_cls: 1.3860, loss: 1.3860, grad_norm: 18.2083 2020-08-10 21:37:03,250 - mmaction - INFO - Epoch [30][1000/2505] lr: 5.000e-04, eta: 1 day, 14:51:54, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6906, top5_acc: 0.8630, loss_cls: 1.2673, loss: 1.2673, grad_norm: 18.8514 2020-08-10 21:37:40,478 - mmaction - INFO - Epoch [30][1020/2505] lr: 5.000e-04, eta: 1 day, 14:51:14, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7021, top5_acc: 0.8698, loss_cls: 1.2494, loss: 1.2494, grad_norm: 18.5338 2020-08-10 21:38:17,854 - mmaction - INFO - Epoch [30][1040/2505] lr: 5.000e-04, eta: 1 day, 14:50:33, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6875, top5_acc: 0.8630, loss_cls: 1.2706, loss: 1.2706, grad_norm: 17.5801 2020-08-10 21:38:55,219 - mmaction - INFO - Epoch [30][1060/2505] lr: 5.000e-04, eta: 1 day, 14:49:52, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6943, top5_acc: 0.8682, loss_cls: 1.2823, loss: 1.2823, grad_norm: 18.4205 2020-08-10 21:39:32,804 - mmaction - INFO - Epoch [30][1080/2505] lr: 5.000e-04, eta: 1 day, 14:49:12, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.6672, top5_acc: 0.8516, loss_cls: 1.3774, loss: 1.3774, grad_norm: 17.7423 2020-08-10 21:40:10,351 - mmaction - INFO - Epoch [30][1100/2505] lr: 5.000e-04, eta: 1 day, 14:48:31, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.7026, top5_acc: 0.8609, loss_cls: 1.2773, loss: 1.2773, grad_norm: 17.6528 2020-08-10 21:40:47,754 - mmaction - INFO - Epoch [30][1120/2505] lr: 5.000e-04, eta: 1 day, 14:47:50, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.6995, top5_acc: 0.8578, loss_cls: 1.2844, loss: 1.2844, grad_norm: 17.2375 2020-08-10 21:41:24,987 - mmaction - INFO - Epoch [30][1140/2505] lr: 5.000e-04, eta: 1 day, 14:47:10, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7010, top5_acc: 0.8708, loss_cls: 1.2582, loss: 1.2582, grad_norm: 18.2074 2020-08-10 21:42:02,580 - mmaction - INFO - Epoch [30][1160/2505] lr: 5.000e-04, eta: 1 day, 14:46:29, time: 1.880, data_time: 0.002, memory: 8521, top1_acc: 0.7000, top5_acc: 0.8802, loss_cls: 1.2071, loss: 1.2071, grad_norm: 18.1295 2020-08-10 21:42:40,315 - mmaction - INFO - Epoch [30][1180/2505] lr: 5.000e-04, eta: 1 day, 14:45:49, time: 1.887, data_time: 0.001, memory: 8521, top1_acc: 0.7094, top5_acc: 0.8797, loss_cls: 1.2073, loss: 1.2073, grad_norm: 17.6976 2020-08-10 21:43:17,760 - mmaction - INFO - Epoch [30][1200/2505] lr: 5.000e-04, eta: 1 day, 14:45:08, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.6781, top5_acc: 0.8500, loss_cls: 1.3538, loss: 1.3538, grad_norm: 18.4176 2020-08-10 21:43:55,202 - mmaction - INFO - Epoch [30][1220/2505] lr: 5.000e-04, eta: 1 day, 14:44:28, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.7115, top5_acc: 0.8792, loss_cls: 1.1800, loss: 1.1800, grad_norm: 17.3817 2020-08-10 21:44:32,854 - mmaction - INFO - Epoch [30][1240/2505] lr: 5.000e-04, eta: 1 day, 14:43:47, time: 1.883, data_time: 0.001, memory: 8521, top1_acc: 0.6802, top5_acc: 0.8594, loss_cls: 1.3326, loss: 1.3326, grad_norm: 18.4827 2020-08-10 21:45:10,149 - mmaction - INFO - Epoch [30][1260/2505] lr: 5.000e-04, eta: 1 day, 14:43:06, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6984, top5_acc: 0.8641, loss_cls: 1.2590, loss: 1.2590, grad_norm: 18.4161 2020-08-10 21:45:47,397 - mmaction - INFO - Epoch [30][1280/2505] lr: 5.000e-04, eta: 1 day, 14:42:26, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6823, top5_acc: 0.8729, loss_cls: 1.2882, loss: 1.2882, grad_norm: 18.0044 2020-08-10 21:46:24,783 - mmaction - INFO - Epoch [30][1300/2505] lr: 5.000e-04, eta: 1 day, 14:41:45, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7042, top5_acc: 0.8672, loss_cls: 1.2516, loss: 1.2516, grad_norm: 18.2938 2020-08-10 21:47:02,060 - mmaction - INFO - Epoch [30][1320/2505] lr: 5.000e-04, eta: 1 day, 14:41:04, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6922, top5_acc: 0.8661, loss_cls: 1.2550, loss: 1.2550, grad_norm: 18.0088 2020-08-10 21:47:39,365 - mmaction - INFO - Epoch [30][1340/2505] lr: 5.000e-04, eta: 1 day, 14:40:23, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6844, top5_acc: 0.8599, loss_cls: 1.2997, loss: 1.2997, grad_norm: 18.1755 2020-08-10 21:48:16,734 - mmaction - INFO - Epoch [30][1360/2505] lr: 5.000e-04, eta: 1 day, 14:39:43, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6797, top5_acc: 0.8552, loss_cls: 1.3236, loss: 1.3236, grad_norm: 18.3660 2020-08-10 21:48:54,116 - mmaction - INFO - Epoch [30][1380/2505] lr: 5.000e-04, eta: 1 day, 14:39:02, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6859, top5_acc: 0.8656, loss_cls: 1.2986, loss: 1.2986, grad_norm: 18.6463 2020-08-10 21:49:31,597 - mmaction - INFO - Epoch [30][1400/2505] lr: 5.000e-04, eta: 1 day, 14:38:22, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.7036, top5_acc: 0.8635, loss_cls: 1.2243, loss: 1.2243, grad_norm: 17.6882 2020-08-10 21:50:08,985 - mmaction - INFO - Epoch [30][1420/2505] lr: 5.000e-04, eta: 1 day, 14:37:41, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6964, top5_acc: 0.8609, loss_cls: 1.2391, loss: 1.2391, grad_norm: 18.4642 2020-08-10 21:50:46,334 - mmaction - INFO - Epoch [30][1440/2505] lr: 5.000e-04, eta: 1 day, 14:37:00, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7109, top5_acc: 0.8729, loss_cls: 1.2151, loss: 1.2151, grad_norm: 18.6330 2020-08-10 21:51:23,490 - mmaction - INFO - Epoch [30][1460/2505] lr: 5.000e-04, eta: 1 day, 14:36:19, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7036, top5_acc: 0.8740, loss_cls: 1.1966, loss: 1.1966, grad_norm: 17.9834 2020-08-10 21:52:00,868 - mmaction - INFO - Epoch [30][1480/2505] lr: 5.000e-04, eta: 1 day, 14:35:39, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6927, top5_acc: 0.8672, loss_cls: 1.2793, loss: 1.2793, grad_norm: 18.8157 2020-08-10 21:52:38,320 - mmaction - INFO - Epoch [30][1500/2505] lr: 5.000e-04, eta: 1 day, 14:34:58, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.6937, top5_acc: 0.8630, loss_cls: 1.2689, loss: 1.2689, grad_norm: 17.5311 2020-08-10 21:53:15,668 - mmaction - INFO - Epoch [30][1520/2505] lr: 5.000e-04, eta: 1 day, 14:34:18, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6911, top5_acc: 0.8641, loss_cls: 1.2776, loss: 1.2776, grad_norm: 18.2982 2020-08-10 21:53:53,198 - mmaction - INFO - Epoch [30][1540/2505] lr: 5.000e-04, eta: 1 day, 14:33:37, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.6818, top5_acc: 0.8667, loss_cls: 1.2748, loss: 1.2748, grad_norm: 19.2147 2020-08-10 21:54:30,605 - mmaction - INFO - Epoch [30][1560/2505] lr: 5.000e-04, eta: 1 day, 14:32:56, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6984, top5_acc: 0.8630, loss_cls: 1.2918, loss: 1.2918, grad_norm: 18.0720 2020-08-10 21:55:08,082 - mmaction - INFO - Epoch [30][1580/2505] lr: 5.000e-04, eta: 1 day, 14:32:16, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.6906, top5_acc: 0.8557, loss_cls: 1.3122, loss: 1.3122, grad_norm: 18.6044 2020-08-10 21:55:45,843 - mmaction - INFO - Epoch [30][1600/2505] lr: 5.000e-04, eta: 1 day, 14:31:36, time: 1.888, data_time: 0.001, memory: 8521, top1_acc: 0.6911, top5_acc: 0.8604, loss_cls: 1.2701, loss: 1.2701, grad_norm: 17.8744 2020-08-10 21:56:23,086 - mmaction - INFO - Epoch [30][1620/2505] lr: 5.000e-04, eta: 1 day, 14:30:55, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6823, top5_acc: 0.8552, loss_cls: 1.3399, loss: 1.3399, grad_norm: 18.7632 2020-08-10 21:57:00,468 - mmaction - INFO - Epoch [30][1640/2505] lr: 5.000e-04, eta: 1 day, 14:30:14, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6792, top5_acc: 0.8500, loss_cls: 1.3330, loss: 1.3330, grad_norm: 18.3220 2020-08-10 21:57:37,917 - mmaction - INFO - Epoch [30][1660/2505] lr: 5.000e-04, eta: 1 day, 14:29:34, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.6901, top5_acc: 0.8714, loss_cls: 1.2793, loss: 1.2793, grad_norm: 17.8375 2020-08-10 21:58:15,322 - mmaction - INFO - Epoch [30][1680/2505] lr: 5.000e-04, eta: 1 day, 14:28:53, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7078, top5_acc: 0.8766, loss_cls: 1.2071, loss: 1.2071, grad_norm: 18.0408 2020-08-10 21:58:52,508 - mmaction - INFO - Epoch [30][1700/2505] lr: 5.000e-04, eta: 1 day, 14:28:12, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6932, top5_acc: 0.8656, loss_cls: 1.2644, loss: 1.2644, grad_norm: 18.2773 2020-08-10 21:59:29,878 - mmaction - INFO - Epoch [30][1720/2505] lr: 5.000e-04, eta: 1 day, 14:27:32, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.7115, top5_acc: 0.8682, loss_cls: 1.2326, loss: 1.2326, grad_norm: 17.5369 2020-08-10 22:00:09,016 - mmaction - INFO - Epoch [30][1740/2505] lr: 5.000e-04, eta: 1 day, 14:26:53, time: 1.956, data_time: 0.001, memory: 8521, top1_acc: 0.7026, top5_acc: 0.8609, loss_cls: 1.2414, loss: 1.2414, grad_norm: 18.0033 2020-08-10 22:00:46,291 - mmaction - INFO - Epoch [30][1760/2505] lr: 5.000e-04, eta: 1 day, 14:26:12, time: 1.865, data_time: 0.007, memory: 8521, top1_acc: 0.7010, top5_acc: 0.8651, loss_cls: 1.2643, loss: 1.2643, grad_norm: 18.0954 2020-08-10 22:01:23,557 - mmaction - INFO - Epoch [30][1780/2505] lr: 5.000e-04, eta: 1 day, 14:25:31, time: 1.863, data_time: 0.002, memory: 8521, top1_acc: 0.6729, top5_acc: 0.8589, loss_cls: 1.3451, loss: 1.3451, grad_norm: 18.1961 2020-08-10 22:02:01,328 - mmaction - INFO - Epoch [30][1800/2505] lr: 5.000e-04, eta: 1 day, 14:24:51, time: 1.889, data_time: 0.001, memory: 8521, top1_acc: 0.6891, top5_acc: 0.8625, loss_cls: 1.2880, loss: 1.2880, grad_norm: 18.9357 2020-08-10 22:02:38,984 - mmaction - INFO - Epoch [30][1820/2505] lr: 5.000e-04, eta: 1 day, 14:24:11, time: 1.883, data_time: 0.001, memory: 8521, top1_acc: 0.6755, top5_acc: 0.8589, loss_cls: 1.3449, loss: 1.3449, grad_norm: 18.4320 2020-08-10 22:03:16,406 - mmaction - INFO - Epoch [30][1840/2505] lr: 5.000e-04, eta: 1 day, 14:23:30, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.6906, top5_acc: 0.8599, loss_cls: 1.3125, loss: 1.3125, grad_norm: 17.4997 2020-08-10 22:03:53,783 - mmaction - INFO - Epoch [30][1860/2505] lr: 5.000e-04, eta: 1 day, 14:22:49, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6911, top5_acc: 0.8755, loss_cls: 1.2496, loss: 1.2496, grad_norm: 17.7182 2020-08-10 22:04:31,014 - mmaction - INFO - Epoch [30][1880/2505] lr: 5.000e-04, eta: 1 day, 14:22:09, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6823, top5_acc: 0.8724, loss_cls: 1.3086, loss: 1.3086, grad_norm: 19.0447 2020-08-10 22:05:08,534 - mmaction - INFO - Epoch [30][1900/2505] lr: 5.000e-04, eta: 1 day, 14:21:28, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.6740, top5_acc: 0.8677, loss_cls: 1.2962, loss: 1.2962, grad_norm: 17.9727 2020-08-10 22:05:45,942 - mmaction - INFO - Epoch [30][1920/2505] lr: 5.000e-04, eta: 1 day, 14:20:48, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7094, top5_acc: 0.8776, loss_cls: 1.1978, loss: 1.1978, grad_norm: 17.3723 2020-08-10 22:06:23,342 - mmaction - INFO - Epoch [30][1940/2505] lr: 5.000e-04, eta: 1 day, 14:20:07, time: 1.870, data_time: 0.002, memory: 8521, top1_acc: 0.6870, top5_acc: 0.8646, loss_cls: 1.2698, loss: 1.2698, grad_norm: 17.9845 2020-08-10 22:07:00,444 - mmaction - INFO - Epoch [30][1960/2505] lr: 5.000e-04, eta: 1 day, 14:19:26, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.6901, top5_acc: 0.8698, loss_cls: 1.2664, loss: 1.2664, grad_norm: 18.9547 2020-08-10 22:07:37,818 - mmaction - INFO - Epoch [30][1980/2505] lr: 5.000e-04, eta: 1 day, 14:18:45, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6797, top5_acc: 0.8615, loss_cls: 1.2982, loss: 1.2982, grad_norm: 18.2731 2020-08-10 22:08:15,292 - mmaction - INFO - Epoch [30][2000/2505] lr: 5.000e-04, eta: 1 day, 14:18:05, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.6974, top5_acc: 0.8714, loss_cls: 1.2355, loss: 1.2355, grad_norm: 17.7708 2020-08-10 22:08:52,503 - mmaction - INFO - Epoch [30][2020/2505] lr: 5.000e-04, eta: 1 day, 14:17:24, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6964, top5_acc: 0.8672, loss_cls: 1.2584, loss: 1.2584, grad_norm: 16.8815 2020-08-10 22:09:30,118 - mmaction - INFO - Epoch [30][2040/2505] lr: 5.000e-04, eta: 1 day, 14:16:44, time: 1.881, data_time: 0.001, memory: 8521, top1_acc: 0.7104, top5_acc: 0.8740, loss_cls: 1.2054, loss: 1.2054, grad_norm: 17.4879 2020-08-10 22:10:07,483 - mmaction - INFO - Epoch [30][2060/2505] lr: 5.000e-04, eta: 1 day, 14:16:03, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6839, top5_acc: 0.8625, loss_cls: 1.2829, loss: 1.2829, grad_norm: 17.9594 2020-08-10 22:10:44,644 - mmaction - INFO - Epoch [30][2080/2505] lr: 5.000e-04, eta: 1 day, 14:15:22, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6979, top5_acc: 0.8661, loss_cls: 1.2120, loss: 1.2120, grad_norm: 17.6393 2020-08-10 22:11:22,148 - mmaction - INFO - Epoch [30][2100/2505] lr: 5.000e-04, eta: 1 day, 14:14:42, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.7146, top5_acc: 0.8687, loss_cls: 1.2451, loss: 1.2451, grad_norm: 16.2066 2020-08-10 22:11:59,490 - mmaction - INFO - Epoch [30][2120/2505] lr: 5.000e-04, eta: 1 day, 14:14:01, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7083, top5_acc: 0.8771, loss_cls: 1.1777, loss: 1.1777, grad_norm: 17.8366 2020-08-10 22:12:36,919 - mmaction - INFO - Epoch [30][2140/2505] lr: 5.000e-04, eta: 1 day, 14:13:21, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.6823, top5_acc: 0.8521, loss_cls: 1.3435, loss: 1.3435, grad_norm: 19.3480 2020-08-10 22:13:14,677 - mmaction - INFO - Epoch [30][2160/2505] lr: 5.000e-04, eta: 1 day, 14:12:40, time: 1.888, data_time: 0.001, memory: 8521, top1_acc: 0.6932, top5_acc: 0.8547, loss_cls: 1.3334, loss: 1.3334, grad_norm: 18.1994 2020-08-10 22:13:52,480 - mmaction - INFO - Epoch [30][2180/2505] lr: 5.000e-04, eta: 1 day, 14:12:00, time: 1.890, data_time: 0.001, memory: 8521, top1_acc: 0.6734, top5_acc: 0.8688, loss_cls: 1.3089, loss: 1.3089, grad_norm: 18.6213 2020-08-10 22:14:30,073 - mmaction - INFO - Epoch [30][2200/2505] lr: 5.000e-04, eta: 1 day, 14:11:20, time: 1.881, data_time: 0.002, memory: 8521, top1_acc: 0.6891, top5_acc: 0.8651, loss_cls: 1.3114, loss: 1.3114, grad_norm: 19.3716 2020-08-10 22:15:07,560 - mmaction - INFO - Epoch [30][2220/2505] lr: 5.000e-04, eta: 1 day, 14:10:39, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.6823, top5_acc: 0.8646, loss_cls: 1.2834, loss: 1.2834, grad_norm: 19.2747 2020-08-10 22:15:45,207 - mmaction - INFO - Epoch [30][2240/2505] lr: 5.000e-04, eta: 1 day, 14:09:59, time: 1.882, data_time: 0.001, memory: 8521, top1_acc: 0.6802, top5_acc: 0.8688, loss_cls: 1.2729, loss: 1.2729, grad_norm: 18.3600 2020-08-10 22:16:22,735 - mmaction - INFO - Epoch [30][2260/2505] lr: 5.000e-04, eta: 1 day, 14:09:19, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.6927, top5_acc: 0.8672, loss_cls: 1.2918, loss: 1.2918, grad_norm: 18.0482 2020-08-10 22:17:00,171 - mmaction - INFO - Epoch [30][2280/2505] lr: 5.000e-04, eta: 1 day, 14:08:38, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.6885, top5_acc: 0.8688, loss_cls: 1.2836, loss: 1.2836, grad_norm: 18.0551 2020-08-10 22:17:37,703 - mmaction - INFO - Epoch [30][2300/2505] lr: 5.000e-04, eta: 1 day, 14:07:58, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.6943, top5_acc: 0.8646, loss_cls: 1.3048, loss: 1.3048, grad_norm: 18.5438 2020-08-10 22:18:15,136 - mmaction - INFO - Epoch [30][2320/2505] lr: 5.000e-04, eta: 1 day, 14:07:17, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.6927, top5_acc: 0.8630, loss_cls: 1.2942, loss: 1.2942, grad_norm: 17.9770 2020-08-10 22:18:52,505 - mmaction - INFO - Epoch [30][2340/2505] lr: 5.000e-04, eta: 1 day, 14:06:37, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.6813, top5_acc: 0.8693, loss_cls: 1.3253, loss: 1.3253, grad_norm: 18.5559 2020-08-10 22:19:29,846 - mmaction - INFO - Epoch [30][2360/2505] lr: 5.000e-04, eta: 1 day, 14:05:56, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6937, top5_acc: 0.8557, loss_cls: 1.3163, loss: 1.3163, grad_norm: 17.9150 2020-08-10 22:20:07,169 - mmaction - INFO - Epoch [30][2380/2505] lr: 5.000e-04, eta: 1 day, 14:05:15, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7161, top5_acc: 0.8740, loss_cls: 1.1973, loss: 1.1973, grad_norm: 17.6744 2020-08-10 22:20:44,637 - mmaction - INFO - Epoch [30][2400/2505] lr: 5.000e-04, eta: 1 day, 14:04:35, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.6786, top5_acc: 0.8625, loss_cls: 1.3415, loss: 1.3415, grad_norm: 17.6843 2020-08-10 22:21:22,095 - mmaction - INFO - Epoch [30][2420/2505] lr: 5.000e-04, eta: 1 day, 14:03:54, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.6807, top5_acc: 0.8547, loss_cls: 1.3297, loss: 1.3297, grad_norm: 18.0334 2020-08-10 22:21:59,588 - mmaction - INFO - Epoch [30][2440/2505] lr: 5.000e-04, eta: 1 day, 14:03:14, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.6870, top5_acc: 0.8625, loss_cls: 1.2570, loss: 1.2570, grad_norm: 17.1979 2020-08-10 22:22:37,013 - mmaction - INFO - Epoch [30][2460/2505] lr: 5.000e-04, eta: 1 day, 14:02:33, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.6854, top5_acc: 0.8714, loss_cls: 1.2990, loss: 1.2990, grad_norm: 17.7369 2020-08-10 22:23:14,215 - mmaction - INFO - Epoch [30][2480/2505] lr: 5.000e-04, eta: 1 day, 14:01:53, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6974, top5_acc: 0.8682, loss_cls: 1.2585, loss: 1.2585, grad_norm: 18.1530 2020-08-10 22:23:51,551 - mmaction - INFO - Epoch [30][2500/2505] lr: 5.000e-04, eta: 1 day, 14:01:12, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6880, top5_acc: 0.8760, loss_cls: 1.2480, loss: 1.2480, grad_norm: 17.9487 2020-08-10 22:24:06,971 - mmaction - INFO - Saving checkpoint at 30 epochs 2020-08-10 22:25:42,810 - mmaction - INFO - Epoch [31][20/2505] lr: 5.000e-04, eta: 1 day, 14:01:06, time: 4.707, data_time: 2.774, memory: 8521, top1_acc: 0.6823, top5_acc: 0.8661, loss_cls: 1.2960, loss: 1.2960, grad_norm: 18.4622 2020-08-10 22:26:20,928 - mmaction - INFO - Epoch [31][40/2505] lr: 5.000e-04, eta: 1 day, 14:00:26, time: 1.906, data_time: 0.013, memory: 8521, top1_acc: 0.7052, top5_acc: 0.8714, loss_cls: 1.2211, loss: 1.2211, grad_norm: 17.5768 2020-08-10 22:26:58,611 - mmaction - INFO - Epoch [31][60/2505] lr: 5.000e-04, eta: 1 day, 13:59:45, time: 1.884, data_time: 0.001, memory: 8521, top1_acc: 0.6854, top5_acc: 0.8516, loss_cls: 1.3339, loss: 1.3339, grad_norm: 18.4327 2020-08-10 22:27:36,117 - mmaction - INFO - Epoch [31][80/2505] lr: 5.000e-04, eta: 1 day, 13:59:05, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.6953, top5_acc: 0.8651, loss_cls: 1.2759, loss: 1.2759, grad_norm: 18.5494 2020-08-10 22:28:13,684 - mmaction - INFO - Epoch [31][100/2505] lr: 5.000e-04, eta: 1 day, 13:58:24, time: 1.878, data_time: 0.000, memory: 8521, top1_acc: 0.6948, top5_acc: 0.8484, loss_cls: 1.3102, loss: 1.3102, grad_norm: 18.4023 2020-08-10 22:28:51,264 - mmaction - INFO - Epoch [31][120/2505] lr: 5.000e-04, eta: 1 day, 13:57:44, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.6953, top5_acc: 0.8635, loss_cls: 1.2902, loss: 1.2902, grad_norm: 18.0615 2020-08-10 22:29:28,953 - mmaction - INFO - Epoch [31][140/2505] lr: 5.000e-04, eta: 1 day, 13:57:04, time: 1.884, data_time: 0.001, memory: 8521, top1_acc: 0.7057, top5_acc: 0.8760, loss_cls: 1.1985, loss: 1.1985, grad_norm: 18.1874 2020-08-10 22:30:06,592 - mmaction - INFO - Epoch [31][160/2505] lr: 5.000e-04, eta: 1 day, 13:56:23, time: 1.882, data_time: 0.001, memory: 8521, top1_acc: 0.6906, top5_acc: 0.8604, loss_cls: 1.2804, loss: 1.2804, grad_norm: 18.2842 2020-08-10 22:30:44,306 - mmaction - INFO - Epoch [31][180/2505] lr: 5.000e-04, eta: 1 day, 13:55:43, time: 1.886, data_time: 0.001, memory: 8521, top1_acc: 0.6979, top5_acc: 0.8714, loss_cls: 1.2611, loss: 1.2611, grad_norm: 18.6531 2020-08-10 22:31:21,911 - mmaction - INFO - Epoch [31][200/2505] lr: 5.000e-04, eta: 1 day, 13:55:03, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.6995, top5_acc: 0.8693, loss_cls: 1.2290, loss: 1.2290, grad_norm: 18.2721 2020-08-10 22:31:59,566 - mmaction - INFO - Epoch [31][220/2505] lr: 5.000e-04, eta: 1 day, 13:54:23, time: 1.883, data_time: 0.001, memory: 8521, top1_acc: 0.7005, top5_acc: 0.8740, loss_cls: 1.2426, loss: 1.2426, grad_norm: 19.0945 2020-08-10 22:32:37,144 - mmaction - INFO - Epoch [31][240/2505] lr: 5.000e-04, eta: 1 day, 13:53:42, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.7094, top5_acc: 0.8615, loss_cls: 1.2529, loss: 1.2529, grad_norm: 18.1362 2020-08-10 22:33:14,838 - mmaction - INFO - Epoch [31][260/2505] lr: 5.000e-04, eta: 1 day, 13:53:02, time: 1.885, data_time: 0.001, memory: 8521, top1_acc: 0.7063, top5_acc: 0.8708, loss_cls: 1.2155, loss: 1.2155, grad_norm: 17.4850 2020-08-10 22:33:52,713 - mmaction - INFO - Epoch [31][280/2505] lr: 5.000e-04, eta: 1 day, 13:52:22, time: 1.894, data_time: 0.001, memory: 8521, top1_acc: 0.6948, top5_acc: 0.8687, loss_cls: 1.2703, loss: 1.2703, grad_norm: 18.9141 2020-08-10 22:34:30,363 - mmaction - INFO - Epoch [31][300/2505] lr: 5.000e-04, eta: 1 day, 13:51:41, time: 1.882, data_time: 0.001, memory: 8521, top1_acc: 0.6927, top5_acc: 0.8797, loss_cls: 1.2122, loss: 1.2122, grad_norm: 19.3031 2020-08-10 22:35:07,985 - mmaction - INFO - Epoch [31][320/2505] lr: 5.000e-04, eta: 1 day, 13:51:01, time: 1.881, data_time: 0.001, memory: 8521, top1_acc: 0.6938, top5_acc: 0.8687, loss_cls: 1.2575, loss: 1.2575, grad_norm: 19.0992 2020-08-10 22:35:45,531 - mmaction - INFO - Epoch [31][340/2505] lr: 5.000e-04, eta: 1 day, 13:50:21, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.6703, top5_acc: 0.8510, loss_cls: 1.3557, loss: 1.3557, grad_norm: 18.5293 2020-08-10 22:36:23,007 - mmaction - INFO - Epoch [31][360/2505] lr: 5.000e-04, eta: 1 day, 13:49:40, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.7047, top5_acc: 0.8708, loss_cls: 1.2342, loss: 1.2342, grad_norm: 18.3185 2020-08-10 22:37:00,388 - mmaction - INFO - Epoch [31][380/2505] lr: 5.000e-04, eta: 1 day, 13:49:00, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6927, top5_acc: 0.8667, loss_cls: 1.2734, loss: 1.2734, grad_norm: 18.4622 2020-08-10 22:37:37,966 - mmaction - INFO - Epoch [31][400/2505] lr: 5.000e-04, eta: 1 day, 13:48:19, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.6979, top5_acc: 0.8703, loss_cls: 1.2956, loss: 1.2956, grad_norm: 18.4511 2020-08-10 22:38:15,606 - mmaction - INFO - Epoch [31][420/2505] lr: 5.000e-04, eta: 1 day, 13:47:39, time: 1.882, data_time: 0.001, memory: 8521, top1_acc: 0.6859, top5_acc: 0.8604, loss_cls: 1.3210, loss: 1.3210, grad_norm: 18.5213 2020-08-10 22:38:52,981 - mmaction - INFO - Epoch [31][440/2505] lr: 5.000e-04, eta: 1 day, 13:46:58, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.7063, top5_acc: 0.8818, loss_cls: 1.2142, loss: 1.2142, grad_norm: 17.7949 2020-08-10 22:39:30,712 - mmaction - INFO - Epoch [31][460/2505] lr: 5.000e-04, eta: 1 day, 13:46:18, time: 1.887, data_time: 0.001, memory: 8521, top1_acc: 0.7078, top5_acc: 0.8708, loss_cls: 1.2286, loss: 1.2286, grad_norm: 18.2435 2020-08-10 22:40:08,363 - mmaction - INFO - Epoch [31][480/2505] lr: 5.000e-04, eta: 1 day, 13:45:38, time: 1.883, data_time: 0.001, memory: 8521, top1_acc: 0.7214, top5_acc: 0.8724, loss_cls: 1.1975, loss: 1.1975, grad_norm: 17.3794 2020-08-10 22:40:45,986 - mmaction - INFO - Epoch [31][500/2505] lr: 5.000e-04, eta: 1 day, 13:44:58, time: 1.881, data_time: 0.001, memory: 8521, top1_acc: 0.6979, top5_acc: 0.8693, loss_cls: 1.2528, loss: 1.2528, grad_norm: 17.7560 2020-08-10 22:41:23,703 - mmaction - INFO - Epoch [31][520/2505] lr: 5.000e-04, eta: 1 day, 13:44:17, time: 1.886, data_time: 0.001, memory: 8521, top1_acc: 0.7120, top5_acc: 0.8813, loss_cls: 1.1740, loss: 1.1740, grad_norm: 17.9486 2020-08-10 22:42:01,369 - mmaction - INFO - Epoch [31][540/2505] lr: 5.000e-04, eta: 1 day, 13:43:37, time: 1.883, data_time: 0.001, memory: 8521, top1_acc: 0.6969, top5_acc: 0.8672, loss_cls: 1.2367, loss: 1.2367, grad_norm: 18.7058 2020-08-10 22:42:39,009 - mmaction - INFO - Epoch [31][560/2505] lr: 5.000e-04, eta: 1 day, 13:42:57, time: 1.882, data_time: 0.001, memory: 8521, top1_acc: 0.6807, top5_acc: 0.8516, loss_cls: 1.3374, loss: 1.3374, grad_norm: 18.4948 2020-08-10 22:43:16,500 - mmaction - INFO - Epoch [31][580/2505] lr: 5.000e-04, eta: 1 day, 13:42:16, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.7120, top5_acc: 0.8771, loss_cls: 1.1947, loss: 1.1947, grad_norm: 18.2625 2020-08-10 22:43:53,953 - mmaction - INFO - Epoch [31][600/2505] lr: 5.000e-04, eta: 1 day, 13:41:36, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.6974, top5_acc: 0.8750, loss_cls: 1.2303, loss: 1.2303, grad_norm: 19.1370 2020-08-10 22:44:31,465 - mmaction - INFO - Epoch [31][620/2505] lr: 5.000e-04, eta: 1 day, 13:40:55, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.6906, top5_acc: 0.8646, loss_cls: 1.2778, loss: 1.2778, grad_norm: 17.8851 2020-08-10 22:45:09,384 - mmaction - INFO - Epoch [31][640/2505] lr: 5.000e-04, eta: 1 day, 13:40:15, time: 1.896, data_time: 0.001, memory: 8521, top1_acc: 0.6865, top5_acc: 0.8542, loss_cls: 1.3328, loss: 1.3328, grad_norm: 17.5353 2020-08-10 22:45:46,990 - mmaction - INFO - Epoch [31][660/2505] lr: 5.000e-04, eta: 1 day, 13:39:35, time: 1.880, data_time: 0.008, memory: 8521, top1_acc: 0.7073, top5_acc: 0.8776, loss_cls: 1.1887, loss: 1.1887, grad_norm: 17.9105 2020-08-10 22:46:24,685 - mmaction - INFO - Epoch [31][680/2505] lr: 5.000e-04, eta: 1 day, 13:38:55, time: 1.885, data_time: 0.001, memory: 8521, top1_acc: 0.7010, top5_acc: 0.8802, loss_cls: 1.2150, loss: 1.2150, grad_norm: 17.6472 2020-08-10 22:47:02,151 - mmaction - INFO - Epoch [31][700/2505] lr: 5.000e-04, eta: 1 day, 13:38:14, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.6891, top5_acc: 0.8635, loss_cls: 1.2857, loss: 1.2857, grad_norm: 18.6308 2020-08-10 22:47:39,741 - mmaction - INFO - Epoch [31][720/2505] lr: 5.000e-04, eta: 1 day, 13:37:34, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.6813, top5_acc: 0.8589, loss_cls: 1.3350, loss: 1.3350, grad_norm: 19.2790 2020-08-10 22:48:17,078 - mmaction - INFO - Epoch [31][740/2505] lr: 5.000e-04, eta: 1 day, 13:36:53, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6776, top5_acc: 0.8589, loss_cls: 1.3569, loss: 1.3569, grad_norm: 18.3433 2020-08-10 22:48:54,327 - mmaction - INFO - Epoch [31][760/2505] lr: 5.000e-04, eta: 1 day, 13:36:13, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7063, top5_acc: 0.8661, loss_cls: 1.2250, loss: 1.2250, grad_norm: 18.3424 2020-08-10 22:49:31,782 - mmaction - INFO - Epoch [31][780/2505] lr: 5.000e-04, eta: 1 day, 13:35:32, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.6839, top5_acc: 0.8604, loss_cls: 1.3495, loss: 1.3495, grad_norm: 18.1551 2020-08-10 22:50:09,285 - mmaction - INFO - Epoch [31][800/2505] lr: 5.000e-04, eta: 1 day, 13:34:52, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.7182, top5_acc: 0.8667, loss_cls: 1.2226, loss: 1.2226, grad_norm: 17.3638 2020-08-10 22:50:46,837 - mmaction - INFO - Epoch [31][820/2505] lr: 5.000e-04, eta: 1 day, 13:34:12, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.7016, top5_acc: 0.8802, loss_cls: 1.2286, loss: 1.2286, grad_norm: 18.2985 2020-08-10 22:51:24,308 - mmaction - INFO - Epoch [31][840/2505] lr: 5.000e-04, eta: 1 day, 13:33:31, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.7094, top5_acc: 0.8771, loss_cls: 1.1944, loss: 1.1944, grad_norm: 18.7469 2020-08-10 22:52:01,709 - mmaction - INFO - Epoch [31][860/2505] lr: 5.000e-04, eta: 1 day, 13:32:51, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7130, top5_acc: 0.8875, loss_cls: 1.1699, loss: 1.1699, grad_norm: 18.6077 2020-08-10 22:52:39,330 - mmaction - INFO - Epoch [31][880/2505] lr: 5.000e-04, eta: 1 day, 13:32:10, time: 1.881, data_time: 0.001, memory: 8521, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.1916, loss: 1.1916, grad_norm: 17.6143 2020-08-10 22:53:16,940 - mmaction - INFO - Epoch [31][900/2505] lr: 5.000e-04, eta: 1 day, 13:31:30, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.6854, top5_acc: 0.8630, loss_cls: 1.2825, loss: 1.2825, grad_norm: 18.1863 2020-08-10 22:53:54,444 - mmaction - INFO - Epoch [31][920/2505] lr: 5.000e-04, eta: 1 day, 13:30:50, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.6932, top5_acc: 0.8651, loss_cls: 1.2642, loss: 1.2642, grad_norm: 17.5214 2020-08-10 22:54:31,901 - mmaction - INFO - Epoch [31][940/2505] lr: 5.000e-04, eta: 1 day, 13:30:09, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.7057, top5_acc: 0.8786, loss_cls: 1.2187, loss: 1.2187, grad_norm: 18.0740 2020-08-10 22:55:09,243 - mmaction - INFO - Epoch [31][960/2505] lr: 5.000e-04, eta: 1 day, 13:29:29, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6922, top5_acc: 0.8667, loss_cls: 1.2754, loss: 1.2754, grad_norm: 18.4189 2020-08-10 22:55:46,797 - mmaction - INFO - Epoch [31][980/2505] lr: 5.000e-04, eta: 1 day, 13:28:48, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.6859, top5_acc: 0.8667, loss_cls: 1.2612, loss: 1.2612, grad_norm: 19.0853 2020-08-10 22:56:24,114 - mmaction - INFO - Epoch [31][1000/2505] lr: 5.000e-04, eta: 1 day, 13:28:08, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6885, top5_acc: 0.8693, loss_cls: 1.2751, loss: 1.2751, grad_norm: 18.4743 2020-08-10 22:57:01,561 - mmaction - INFO - Epoch [31][1020/2505] lr: 5.000e-04, eta: 1 day, 13:27:27, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.6964, top5_acc: 0.8604, loss_cls: 1.2788, loss: 1.2788, grad_norm: 17.6660 2020-08-10 22:57:39,015 - mmaction - INFO - Epoch [31][1040/2505] lr: 5.000e-04, eta: 1 day, 13:26:47, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.7021, top5_acc: 0.8703, loss_cls: 1.2413, loss: 1.2413, grad_norm: 17.5449 2020-08-10 22:58:16,726 - mmaction - INFO - Epoch [31][1060/2505] lr: 5.000e-04, eta: 1 day, 13:26:07, time: 1.885, data_time: 0.001, memory: 8521, top1_acc: 0.6870, top5_acc: 0.8625, loss_cls: 1.2523, loss: 1.2523, grad_norm: 17.6384 2020-08-10 22:58:54,170 - mmaction - INFO - Epoch [31][1080/2505] lr: 5.000e-04, eta: 1 day, 13:25:26, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.6859, top5_acc: 0.8661, loss_cls: 1.2740, loss: 1.2740, grad_norm: 18.1428 2020-08-10 22:59:31,432 - mmaction - INFO - Epoch [31][1100/2505] lr: 5.000e-04, eta: 1 day, 13:24:46, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7177, top5_acc: 0.8786, loss_cls: 1.1943, loss: 1.1943, grad_norm: 17.6736 2020-08-10 23:00:10,758 - mmaction - INFO - Epoch [31][1120/2505] lr: 5.000e-04, eta: 1 day, 13:24:07, time: 1.965, data_time: 0.003, memory: 8521, top1_acc: 0.7042, top5_acc: 0.8620, loss_cls: 1.2426, loss: 1.2426, grad_norm: 18.5397 2020-08-10 23:00:48,267 - mmaction - INFO - Epoch [31][1140/2505] lr: 5.000e-04, eta: 1 day, 13:23:26, time: 1.877, data_time: 0.013, memory: 8521, top1_acc: 0.6828, top5_acc: 0.8625, loss_cls: 1.2764, loss: 1.2764, grad_norm: 19.5271 2020-08-10 23:01:25,432 - mmaction - INFO - Epoch [31][1160/2505] lr: 5.000e-04, eta: 1 day, 13:22:46, time: 1.858, data_time: 0.002, memory: 8521, top1_acc: 0.7068, top5_acc: 0.8703, loss_cls: 1.2425, loss: 1.2425, grad_norm: 17.6607 2020-08-10 23:02:02,857 - mmaction - INFO - Epoch [31][1180/2505] lr: 5.000e-04, eta: 1 day, 13:22:05, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.6880, top5_acc: 0.8646, loss_cls: 1.2799, loss: 1.2799, grad_norm: 17.8642 2020-08-10 23:02:40,480 - mmaction - INFO - Epoch [31][1200/2505] lr: 5.000e-04, eta: 1 day, 13:21:25, time: 1.881, data_time: 0.001, memory: 8521, top1_acc: 0.7094, top5_acc: 0.8719, loss_cls: 1.2227, loss: 1.2227, grad_norm: 17.6954 2020-08-10 23:03:18,190 - mmaction - INFO - Epoch [31][1220/2505] lr: 5.000e-04, eta: 1 day, 13:20:45, time: 1.886, data_time: 0.001, memory: 8521, top1_acc: 0.6901, top5_acc: 0.8745, loss_cls: 1.2443, loss: 1.2443, grad_norm: 19.1720 2020-08-10 23:03:55,487 - mmaction - INFO - Epoch [31][1240/2505] lr: 5.000e-04, eta: 1 day, 13:20:04, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7005, top5_acc: 0.8771, loss_cls: 1.2580, loss: 1.2580, grad_norm: 18.1947 2020-08-10 23:04:32,704 - mmaction - INFO - Epoch [31][1260/2505] lr: 5.000e-04, eta: 1 day, 13:19:24, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7057, top5_acc: 0.8786, loss_cls: 1.1933, loss: 1.1933, grad_norm: 18.5468 2020-08-10 23:05:10,096 - mmaction - INFO - Epoch [31][1280/2505] lr: 5.000e-04, eta: 1 day, 13:18:43, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6823, top5_acc: 0.8656, loss_cls: 1.2814, loss: 1.2814, grad_norm: 18.1842 2020-08-10 23:05:47,288 - mmaction - INFO - Epoch [31][1300/2505] lr: 5.000e-04, eta: 1 day, 13:18:03, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7000, top5_acc: 0.8667, loss_cls: 1.2732, loss: 1.2732, grad_norm: 18.3036 2020-08-10 23:06:24,667 - mmaction - INFO - Epoch [31][1320/2505] lr: 5.000e-04, eta: 1 day, 13:17:22, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.7000, top5_acc: 0.8703, loss_cls: 1.2094, loss: 1.2094, grad_norm: 17.0076 2020-08-10 23:07:02,067 - mmaction - INFO - Epoch [31][1340/2505] lr: 5.000e-04, eta: 1 day, 13:16:42, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7125, top5_acc: 0.8880, loss_cls: 1.1450, loss: 1.1450, grad_norm: 17.8697 2020-08-10 23:07:39,473 - mmaction - INFO - Epoch [31][1360/2505] lr: 5.000e-04, eta: 1 day, 13:16:01, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6807, top5_acc: 0.8625, loss_cls: 1.2958, loss: 1.2958, grad_norm: 18.7086 2020-08-10 23:08:17,172 - mmaction - INFO - Epoch [31][1380/2505] lr: 5.000e-04, eta: 1 day, 13:15:21, time: 1.885, data_time: 0.001, memory: 8521, top1_acc: 0.6828, top5_acc: 0.8698, loss_cls: 1.3069, loss: 1.3069, grad_norm: 18.0626 2020-08-10 23:08:54,650 - mmaction - INFO - Epoch [31][1400/2505] lr: 5.000e-04, eta: 1 day, 13:14:41, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.6990, top5_acc: 0.8635, loss_cls: 1.2908, loss: 1.2908, grad_norm: 17.6859 2020-08-10 23:09:32,311 - mmaction - INFO - Epoch [31][1420/2505] lr: 5.000e-04, eta: 1 day, 13:14:00, time: 1.883, data_time: 0.001, memory: 8521, top1_acc: 0.6953, top5_acc: 0.8651, loss_cls: 1.2557, loss: 1.2557, grad_norm: 18.0129 2020-08-10 23:10:09,938 - mmaction - INFO - Epoch [31][1440/2505] lr: 5.000e-04, eta: 1 day, 13:13:20, time: 1.882, data_time: 0.001, memory: 8521, top1_acc: 0.6974, top5_acc: 0.8771, loss_cls: 1.2373, loss: 1.2373, grad_norm: 18.9897 2020-08-10 23:10:47,681 - mmaction - INFO - Epoch [31][1460/2505] lr: 5.000e-04, eta: 1 day, 13:12:40, time: 1.887, data_time: 0.001, memory: 8521, top1_acc: 0.6865, top5_acc: 0.8625, loss_cls: 1.2778, loss: 1.2778, grad_norm: 18.4551 2020-08-10 23:11:25,204 - mmaction - INFO - Epoch [31][1480/2505] lr: 5.000e-04, eta: 1 day, 13:12:00, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.6937, top5_acc: 0.8573, loss_cls: 1.2640, loss: 1.2640, grad_norm: 17.9342 2020-08-10 23:12:02,471 - mmaction - INFO - Epoch [31][1500/2505] lr: 5.000e-04, eta: 1 day, 13:11:19, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6781, top5_acc: 0.8495, loss_cls: 1.3590, loss: 1.3590, grad_norm: 17.5213 2020-08-10 23:12:39,598 - mmaction - INFO - Epoch [31][1520/2505] lr: 5.000e-04, eta: 1 day, 13:10:38, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7193, top5_acc: 0.8854, loss_cls: 1.1802, loss: 1.1802, grad_norm: 18.3096 2020-08-10 23:13:16,715 - mmaction - INFO - Epoch [31][1540/2505] lr: 5.000e-04, eta: 1 day, 13:09:58, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.6927, top5_acc: 0.8729, loss_cls: 1.2278, loss: 1.2278, grad_norm: 17.9644 2020-08-10 23:13:53,922 - mmaction - INFO - Epoch [31][1560/2505] lr: 5.000e-04, eta: 1 day, 13:09:17, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7000, top5_acc: 0.8792, loss_cls: 1.2192, loss: 1.2192, grad_norm: 18.5182 2020-08-10 23:14:31,203 - mmaction - INFO - Epoch [31][1580/2505] lr: 5.000e-04, eta: 1 day, 13:08:36, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7016, top5_acc: 0.8656, loss_cls: 1.2682, loss: 1.2682, grad_norm: 17.5231 2020-08-10 23:15:08,474 - mmaction - INFO - Epoch [31][1600/2505] lr: 5.000e-04, eta: 1 day, 13:07:56, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6901, top5_acc: 0.8703, loss_cls: 1.2291, loss: 1.2291, grad_norm: 18.5231 2020-08-10 23:15:45,754 - mmaction - INFO - Epoch [31][1620/2505] lr: 5.000e-04, eta: 1 day, 13:07:15, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7052, top5_acc: 0.8755, loss_cls: 1.1967, loss: 1.1967, grad_norm: 17.7862 2020-08-10 23:16:22,926 - mmaction - INFO - Epoch [31][1640/2505] lr: 5.000e-04, eta: 1 day, 13:06:35, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7047, top5_acc: 0.8583, loss_cls: 1.2782, loss: 1.2782, grad_norm: 17.6978 2020-08-10 23:17:00,229 - mmaction - INFO - Epoch [31][1660/2505] lr: 5.000e-04, eta: 1 day, 13:05:54, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7026, top5_acc: 0.8646, loss_cls: 1.2702, loss: 1.2702, grad_norm: 18.7651 2020-08-10 23:17:37,648 - mmaction - INFO - Epoch [31][1680/2505] lr: 5.000e-04, eta: 1 day, 13:05:14, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.6911, top5_acc: 0.8641, loss_cls: 1.2410, loss: 1.2410, grad_norm: 17.9866 2020-08-10 23:18:14,844 - mmaction - INFO - Epoch [31][1700/2505] lr: 5.000e-04, eta: 1 day, 13:04:33, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6885, top5_acc: 0.8714, loss_cls: 1.2380, loss: 1.2380, grad_norm: 18.9451 2020-08-10 23:18:52,161 - mmaction - INFO - Epoch [31][1720/2505] lr: 5.000e-04, eta: 1 day, 13:03:53, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6698, top5_acc: 0.8578, loss_cls: 1.3250, loss: 1.3250, grad_norm: 18.4405 2020-08-10 23:19:29,494 - mmaction - INFO - Epoch [31][1740/2505] lr: 5.000e-04, eta: 1 day, 13:03:12, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6854, top5_acc: 0.8620, loss_cls: 1.3161, loss: 1.3161, grad_norm: 18.4548 2020-08-10 23:20:06,773 - mmaction - INFO - Epoch [31][1760/2505] lr: 5.000e-04, eta: 1 day, 13:02:32, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6891, top5_acc: 0.8490, loss_cls: 1.3458, loss: 1.3458, grad_norm: 17.7618 2020-08-10 23:20:44,054 - mmaction - INFO - Epoch [31][1780/2505] lr: 5.000e-04, eta: 1 day, 13:01:51, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6891, top5_acc: 0.8604, loss_cls: 1.2891, loss: 1.2891, grad_norm: 17.5312 2020-08-10 23:21:21,530 - mmaction - INFO - Epoch [31][1800/2505] lr: 5.000e-04, eta: 1 day, 13:01:11, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.7042, top5_acc: 0.8620, loss_cls: 1.2357, loss: 1.2357, grad_norm: 17.3207 2020-08-10 23:21:58,931 - mmaction - INFO - Epoch [31][1820/2505] lr: 5.000e-04, eta: 1 day, 13:00:30, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6979, top5_acc: 0.8734, loss_cls: 1.2461, loss: 1.2461, grad_norm: 18.0907 2020-08-10 23:22:36,141 - mmaction - INFO - Epoch [31][1840/2505] lr: 5.000e-04, eta: 1 day, 12:59:50, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6885, top5_acc: 0.8708, loss_cls: 1.2581, loss: 1.2581, grad_norm: 19.2623 2020-08-10 23:23:13,684 - mmaction - INFO - Epoch [31][1860/2505] lr: 5.000e-04, eta: 1 day, 12:59:09, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.6964, top5_acc: 0.8766, loss_cls: 1.2097, loss: 1.2097, grad_norm: 17.8680 2020-08-10 23:23:50,976 - mmaction - INFO - Epoch [31][1880/2505] lr: 5.000e-04, eta: 1 day, 12:58:29, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6958, top5_acc: 0.8630, loss_cls: 1.2682, loss: 1.2682, grad_norm: 18.2099 2020-08-10 23:24:28,234 - mmaction - INFO - Epoch [31][1900/2505] lr: 5.000e-04, eta: 1 day, 12:57:48, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7083, top5_acc: 0.8755, loss_cls: 1.2404, loss: 1.2404, grad_norm: 17.7398 2020-08-10 23:25:05,464 - mmaction - INFO - Epoch [31][1920/2505] lr: 5.000e-04, eta: 1 day, 12:57:08, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6964, top5_acc: 0.8708, loss_cls: 1.2833, loss: 1.2833, grad_norm: 17.9728 2020-08-10 23:25:42,650 - mmaction - INFO - Epoch [31][1940/2505] lr: 5.000e-04, eta: 1 day, 12:56:27, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6714, top5_acc: 0.8505, loss_cls: 1.3844, loss: 1.3844, grad_norm: 18.8770 2020-08-10 23:26:19,917 - mmaction - INFO - Epoch [31][1960/2505] lr: 5.000e-04, eta: 1 day, 12:55:47, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7115, top5_acc: 0.8823, loss_cls: 1.2140, loss: 1.2140, grad_norm: 18.3147 2020-08-10 23:26:57,092 - mmaction - INFO - Epoch [31][1980/2505] lr: 5.000e-04, eta: 1 day, 12:55:06, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6964, top5_acc: 0.8651, loss_cls: 1.2817, loss: 1.2817, grad_norm: 17.7175 2020-08-10 23:27:34,333 - mmaction - INFO - Epoch [31][2000/2505] lr: 5.000e-04, eta: 1 day, 12:54:25, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6870, top5_acc: 0.8687, loss_cls: 1.2859, loss: 1.2859, grad_norm: 17.9273 2020-08-10 23:28:11,624 - mmaction - INFO - Epoch [31][2020/2505] lr: 5.000e-04, eta: 1 day, 12:53:45, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6927, top5_acc: 0.8781, loss_cls: 1.2221, loss: 1.2221, grad_norm: 18.6360 2020-08-10 23:28:48,941 - mmaction - INFO - Epoch [31][2040/2505] lr: 5.000e-04, eta: 1 day, 12:53:04, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6844, top5_acc: 0.8609, loss_cls: 1.3103, loss: 1.3103, grad_norm: 18.3281 2020-08-10 23:29:26,347 - mmaction - INFO - Epoch [31][2060/2505] lr: 5.000e-04, eta: 1 day, 12:52:24, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6948, top5_acc: 0.8755, loss_cls: 1.2354, loss: 1.2354, grad_norm: 18.1386 2020-08-10 23:30:03,533 - mmaction - INFO - Epoch [31][2080/2505] lr: 5.000e-04, eta: 1 day, 12:51:43, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6875, top5_acc: 0.8578, loss_cls: 1.3337, loss: 1.3337, grad_norm: 17.4367 2020-08-10 23:30:40,754 - mmaction - INFO - Epoch [31][2100/2505] lr: 5.000e-04, eta: 1 day, 12:51:03, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6828, top5_acc: 0.8719, loss_cls: 1.3011, loss: 1.3011, grad_norm: 19.2482 2020-08-10 23:31:18,262 - mmaction - INFO - Epoch [31][2120/2505] lr: 5.000e-04, eta: 1 day, 12:50:23, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.6948, top5_acc: 0.8661, loss_cls: 1.2719, loss: 1.2719, grad_norm: 18.9677 2020-08-10 23:31:55,741 - mmaction - INFO - Epoch [31][2140/2505] lr: 5.000e-04, eta: 1 day, 12:49:42, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.6964, top5_acc: 0.8620, loss_cls: 1.3028, loss: 1.3028, grad_norm: 17.9601 2020-08-10 23:32:33,106 - mmaction - INFO - Epoch [31][2160/2505] lr: 5.000e-04, eta: 1 day, 12:49:02, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7063, top5_acc: 0.8625, loss_cls: 1.2552, loss: 1.2552, grad_norm: 18.4767 2020-08-10 23:33:10,503 - mmaction - INFO - Epoch [31][2180/2505] lr: 5.000e-04, eta: 1 day, 12:48:21, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6766, top5_acc: 0.8438, loss_cls: 1.3668, loss: 1.3668, grad_norm: 17.5299 2020-08-10 23:33:47,851 - mmaction - INFO - Epoch [31][2200/2505] lr: 5.000e-04, eta: 1 day, 12:47:41, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6953, top5_acc: 0.8703, loss_cls: 1.2652, loss: 1.2652, grad_norm: 18.2145 2020-08-10 23:34:25,105 - mmaction - INFO - Epoch [31][2220/2505] lr: 5.000e-04, eta: 1 day, 12:47:01, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6948, top5_acc: 0.8714, loss_cls: 1.2506, loss: 1.2506, grad_norm: 18.2294 2020-08-10 23:35:02,355 - mmaction - INFO - Epoch [31][2240/2505] lr: 5.000e-04, eta: 1 day, 12:46:20, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7047, top5_acc: 0.8609, loss_cls: 1.2650, loss: 1.2650, grad_norm: 17.6161 2020-08-10 23:35:39,671 - mmaction - INFO - Epoch [31][2260/2505] lr: 5.000e-04, eta: 1 day, 12:45:40, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6766, top5_acc: 0.8479, loss_cls: 1.3464, loss: 1.3464, grad_norm: 17.8111 2020-08-10 23:36:17,073 - mmaction - INFO - Epoch [31][2280/2505] lr: 5.000e-04, eta: 1 day, 12:44:59, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.6870, top5_acc: 0.8646, loss_cls: 1.3325, loss: 1.3325, grad_norm: 18.0348 2020-08-10 23:36:54,418 - mmaction - INFO - Epoch [31][2300/2505] lr: 5.000e-04, eta: 1 day, 12:44:19, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7005, top5_acc: 0.8729, loss_cls: 1.2346, loss: 1.2346, grad_norm: 17.0109 2020-08-10 23:37:31,877 - mmaction - INFO - Epoch [31][2320/2505] lr: 5.000e-04, eta: 1 day, 12:43:38, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.6990, top5_acc: 0.8745, loss_cls: 1.2236, loss: 1.2236, grad_norm: 18.5644 2020-08-10 23:38:09,487 - mmaction - INFO - Epoch [31][2340/2505] lr: 5.000e-04, eta: 1 day, 12:42:58, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.6974, top5_acc: 0.8693, loss_cls: 1.2634, loss: 1.2634, grad_norm: 18.5901 2020-08-10 23:38:47,162 - mmaction - INFO - Epoch [31][2360/2505] lr: 5.000e-04, eta: 1 day, 12:42:18, time: 1.884, data_time: 0.001, memory: 8521, top1_acc: 0.6828, top5_acc: 0.8635, loss_cls: 1.3358, loss: 1.3358, grad_norm: 18.2487 2020-08-10 23:39:24,401 - mmaction - INFO - Epoch [31][2380/2505] lr: 5.000e-04, eta: 1 day, 12:41:38, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7016, top5_acc: 0.8750, loss_cls: 1.2326, loss: 1.2326, grad_norm: 18.0428 2020-08-10 23:40:01,651 - mmaction - INFO - Epoch [31][2400/2505] lr: 5.000e-04, eta: 1 day, 12:40:57, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6906, top5_acc: 0.8557, loss_cls: 1.3365, loss: 1.3365, grad_norm: 17.5870 2020-08-10 23:40:38,915 - mmaction - INFO - Epoch [31][2420/2505] lr: 5.000e-04, eta: 1 day, 12:40:17, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6891, top5_acc: 0.8766, loss_cls: 1.2340, loss: 1.2340, grad_norm: 18.5845 2020-08-10 23:41:16,225 - mmaction - INFO - Epoch [31][2440/2505] lr: 5.000e-04, eta: 1 day, 12:39:36, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7016, top5_acc: 0.8646, loss_cls: 1.2680, loss: 1.2680, grad_norm: 17.4671 2020-08-10 23:41:53,528 - mmaction - INFO - Epoch [31][2460/2505] lr: 5.000e-04, eta: 1 day, 12:38:56, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6995, top5_acc: 0.8609, loss_cls: 1.2671, loss: 1.2671, grad_norm: 17.4852 2020-08-10 23:42:30,767 - mmaction - INFO - Epoch [31][2480/2505] lr: 5.000e-04, eta: 1 day, 12:38:15, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6937, top5_acc: 0.8745, loss_cls: 1.2565, loss: 1.2565, grad_norm: 18.3950 2020-08-10 23:43:07,989 - mmaction - INFO - Epoch [31][2500/2505] lr: 5.000e-04, eta: 1 day, 12:37:35, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6938, top5_acc: 0.8661, loss_cls: 1.2352, loss: 1.2352, grad_norm: 17.4153 2020-08-10 23:44:53,917 - mmaction - INFO - Epoch [32][20/2505] lr: 5.000e-04, eta: 1 day, 12:37:22, time: 4.540, data_time: 2.611, memory: 8521, top1_acc: 0.6807, top5_acc: 0.8594, loss_cls: 1.2966, loss: 1.2966, grad_norm: 17.9961 2020-08-10 23:45:32,150 - mmaction - INFO - Epoch [32][40/2505] lr: 5.000e-04, eta: 1 day, 12:36:43, time: 1.911, data_time: 0.007, memory: 8521, top1_acc: 0.7089, top5_acc: 0.8698, loss_cls: 1.2244, loss: 1.2244, grad_norm: 17.5000 2020-08-10 23:46:09,930 - mmaction - INFO - Epoch [32][60/2505] lr: 5.000e-04, eta: 1 day, 12:36:03, time: 1.889, data_time: 0.001, memory: 8521, top1_acc: 0.6891, top5_acc: 0.8609, loss_cls: 1.2716, loss: 1.2716, grad_norm: 18.3836 2020-08-10 23:46:47,968 - mmaction - INFO - Epoch [32][80/2505] lr: 5.000e-04, eta: 1 day, 12:35:23, time: 1.902, data_time: 0.001, memory: 8521, top1_acc: 0.7104, top5_acc: 0.8740, loss_cls: 1.2178, loss: 1.2178, grad_norm: 18.5830 2020-08-10 23:47:25,783 - mmaction - INFO - Epoch [32][100/2505] lr: 5.000e-04, eta: 1 day, 12:34:43, time: 1.891, data_time: 0.001, memory: 8521, top1_acc: 0.6958, top5_acc: 0.8630, loss_cls: 1.2781, loss: 1.2781, grad_norm: 17.6652 2020-08-10 23:48:03,334 - mmaction - INFO - Epoch [32][120/2505] lr: 5.000e-04, eta: 1 day, 12:34:03, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.6969, top5_acc: 0.8703, loss_cls: 1.2229, loss: 1.2229, grad_norm: 18.6086 2020-08-10 23:48:41,015 - mmaction - INFO - Epoch [32][140/2505] lr: 5.000e-04, eta: 1 day, 12:33:22, time: 1.884, data_time: 0.001, memory: 8521, top1_acc: 0.7063, top5_acc: 0.8802, loss_cls: 1.2009, loss: 1.2009, grad_norm: 17.7932 2020-08-10 23:49:18,652 - mmaction - INFO - Epoch [32][160/2505] lr: 5.000e-04, eta: 1 day, 12:32:42, time: 1.882, data_time: 0.001, memory: 8521, top1_acc: 0.7073, top5_acc: 0.8729, loss_cls: 1.2594, loss: 1.2594, grad_norm: 18.4223 2020-08-10 23:49:56,354 - mmaction - INFO - Epoch [32][180/2505] lr: 5.000e-04, eta: 1 day, 12:32:02, time: 1.885, data_time: 0.001, memory: 8521, top1_acc: 0.7104, top5_acc: 0.8740, loss_cls: 1.2148, loss: 1.2148, grad_norm: 17.1852 2020-08-10 23:50:33,997 - mmaction - INFO - Epoch [32][200/2505] lr: 5.000e-04, eta: 1 day, 12:31:22, time: 1.882, data_time: 0.001, memory: 8521, top1_acc: 0.7094, top5_acc: 0.8724, loss_cls: 1.2105, loss: 1.2105, grad_norm: 17.7961 2020-08-10 23:51:11,530 - mmaction - INFO - Epoch [32][220/2505] lr: 5.000e-04, eta: 1 day, 12:30:42, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.6839, top5_acc: 0.8578, loss_cls: 1.2683, loss: 1.2683, grad_norm: 18.5742 2020-08-10 23:51:49,170 - mmaction - INFO - Epoch [32][240/2505] lr: 5.000e-04, eta: 1 day, 12:30:02, time: 1.882, data_time: 0.001, memory: 8521, top1_acc: 0.6922, top5_acc: 0.8630, loss_cls: 1.2610, loss: 1.2610, grad_norm: 18.1093 2020-08-10 23:52:26,744 - mmaction - INFO - Epoch [32][260/2505] lr: 5.000e-04, eta: 1 day, 12:29:21, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.7089, top5_acc: 0.8682, loss_cls: 1.1871, loss: 1.1871, grad_norm: 17.4838 2020-08-10 23:53:04,305 - mmaction - INFO - Epoch [32][280/2505] lr: 5.000e-04, eta: 1 day, 12:28:41, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.7057, top5_acc: 0.8688, loss_cls: 1.1941, loss: 1.1941, grad_norm: 17.6305 2020-08-10 23:53:42,004 - mmaction - INFO - Epoch [32][300/2505] lr: 5.000e-04, eta: 1 day, 12:28:01, time: 1.885, data_time: 0.001, memory: 8521, top1_acc: 0.6932, top5_acc: 0.8693, loss_cls: 1.2275, loss: 1.2275, grad_norm: 18.0513 2020-08-10 23:54:19,540 - mmaction - INFO - Epoch [32][320/2505] lr: 5.000e-04, eta: 1 day, 12:27:21, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.7161, top5_acc: 0.8755, loss_cls: 1.1756, loss: 1.1756, grad_norm: 17.7834 2020-08-10 23:54:57,017 - mmaction - INFO - Epoch [32][340/2505] lr: 5.000e-04, eta: 1 day, 12:26:40, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.6859, top5_acc: 0.8740, loss_cls: 1.2432, loss: 1.2432, grad_norm: 18.8256 2020-08-10 23:55:34,485 - mmaction - INFO - Epoch [32][360/2505] lr: 5.000e-04, eta: 1 day, 12:26:00, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.7068, top5_acc: 0.8719, loss_cls: 1.2092, loss: 1.2092, grad_norm: 18.1445 2020-08-10 23:56:11,979 - mmaction - INFO - Epoch [32][380/2505] lr: 5.000e-04, eta: 1 day, 12:25:20, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.7005, top5_acc: 0.8823, loss_cls: 1.2018, loss: 1.2018, grad_norm: 18.2130 2020-08-10 23:56:49,669 - mmaction - INFO - Epoch [32][400/2505] lr: 5.000e-04, eta: 1 day, 12:24:40, time: 1.884, data_time: 0.001, memory: 8521, top1_acc: 0.7026, top5_acc: 0.8755, loss_cls: 1.2681, loss: 1.2681, grad_norm: 18.5455 2020-08-10 23:57:27,037 - mmaction - INFO - Epoch [32][420/2505] lr: 5.000e-04, eta: 1 day, 12:23:59, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7031, top5_acc: 0.8760, loss_cls: 1.2126, loss: 1.2126, grad_norm: 18.1180 2020-08-10 23:58:04,526 - mmaction - INFO - Epoch [32][440/2505] lr: 5.000e-04, eta: 1 day, 12:23:19, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.7047, top5_acc: 0.8828, loss_cls: 1.1819, loss: 1.1819, grad_norm: 18.2111 2020-08-10 23:58:42,020 - mmaction - INFO - Epoch [32][460/2505] lr: 5.000e-04, eta: 1 day, 12:22:39, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.7021, top5_acc: 0.8625, loss_cls: 1.2589, loss: 1.2589, grad_norm: 18.4044 2020-08-10 23:59:19,586 - mmaction - INFO - Epoch [32][480/2505] lr: 5.000e-04, eta: 1 day, 12:21:59, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.6906, top5_acc: 0.8604, loss_cls: 1.2770, loss: 1.2770, grad_norm: 17.7079 2020-08-10 23:59:57,363 - mmaction - INFO - Epoch [32][500/2505] lr: 5.000e-04, eta: 1 day, 12:21:19, time: 1.889, data_time: 0.001, memory: 8521, top1_acc: 0.7115, top5_acc: 0.8797, loss_cls: 1.1763, loss: 1.1763, grad_norm: 17.7114 2020-08-11 00:00:36,797 - mmaction - INFO - Epoch [32][520/2505] lr: 5.000e-04, eta: 1 day, 12:20:40, time: 1.971, data_time: 0.002, memory: 8521, top1_acc: 0.7083, top5_acc: 0.8708, loss_cls: 1.1947, loss: 1.1947, grad_norm: 17.7330 2020-08-11 00:01:14,252 - mmaction - INFO - Epoch [32][540/2505] lr: 5.000e-04, eta: 1 day, 12:20:00, time: 1.874, data_time: 0.008, memory: 8521, top1_acc: 0.6969, top5_acc: 0.8568, loss_cls: 1.2854, loss: 1.2854, grad_norm: 17.9901 2020-08-11 00:01:51,705 - mmaction - INFO - Epoch [32][560/2505] lr: 5.000e-04, eta: 1 day, 12:19:19, time: 1.873, data_time: 0.002, memory: 8521, top1_acc: 0.7063, top5_acc: 0.8760, loss_cls: 1.2352, loss: 1.2352, grad_norm: 17.7457 2020-08-11 00:02:29,222 - mmaction - INFO - Epoch [32][580/2505] lr: 5.000e-04, eta: 1 day, 12:18:39, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.7125, top5_acc: 0.8682, loss_cls: 1.1976, loss: 1.1976, grad_norm: 17.6639 2020-08-11 00:03:06,453 - mmaction - INFO - Epoch [32][600/2505] lr: 5.000e-04, eta: 1 day, 12:17:59, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6964, top5_acc: 0.8682, loss_cls: 1.2365, loss: 1.2365, grad_norm: 17.9655 2020-08-11 00:03:43,779 - mmaction - INFO - Epoch [32][620/2505] lr: 5.000e-04, eta: 1 day, 12:17:18, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6901, top5_acc: 0.8604, loss_cls: 1.2953, loss: 1.2953, grad_norm: 18.5137 2020-08-11 00:04:21,155 - mmaction - INFO - Epoch [32][640/2505] lr: 5.000e-04, eta: 1 day, 12:16:38, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.7120, top5_acc: 0.8703, loss_cls: 1.2237, loss: 1.2237, grad_norm: 17.3062 2020-08-11 00:04:58,740 - mmaction - INFO - Epoch [32][660/2505] lr: 5.000e-04, eta: 1 day, 12:15:58, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.6979, top5_acc: 0.8771, loss_cls: 1.2315, loss: 1.2315, grad_norm: 18.7128 2020-08-11 00:05:36,764 - mmaction - INFO - Epoch [32][680/2505] lr: 5.000e-04, eta: 1 day, 12:15:18, time: 1.900, data_time: 0.001, memory: 8521, top1_acc: 0.7010, top5_acc: 0.8620, loss_cls: 1.2435, loss: 1.2435, grad_norm: 18.0206 2020-08-11 00:06:14,024 - mmaction - INFO - Epoch [32][700/2505] lr: 5.000e-04, eta: 1 day, 12:14:37, time: 1.864, data_time: 0.003, memory: 8521, top1_acc: 0.7068, top5_acc: 0.8714, loss_cls: 1.2365, loss: 1.2365, grad_norm: 17.8148 2020-08-11 00:06:51,293 - mmaction - INFO - Epoch [32][720/2505] lr: 5.000e-04, eta: 1 day, 12:13:57, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6844, top5_acc: 0.8573, loss_cls: 1.3204, loss: 1.3204, grad_norm: 18.0007 2020-08-11 00:07:28,566 - mmaction - INFO - Epoch [32][740/2505] lr: 5.000e-04, eta: 1 day, 12:13:16, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7042, top5_acc: 0.8714, loss_cls: 1.2409, loss: 1.2409, grad_norm: 17.7993 2020-08-11 00:08:05,937 - mmaction - INFO - Epoch [32][760/2505] lr: 5.000e-04, eta: 1 day, 12:12:36, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.6922, top5_acc: 0.8734, loss_cls: 1.2817, loss: 1.2817, grad_norm: 18.7836 2020-08-11 00:08:43,142 - mmaction - INFO - Epoch [32][780/2505] lr: 5.000e-04, eta: 1 day, 12:11:56, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7052, top5_acc: 0.8771, loss_cls: 1.2046, loss: 1.2046, grad_norm: 18.2947 2020-08-11 00:09:20,373 - mmaction - INFO - Epoch [32][800/2505] lr: 5.000e-04, eta: 1 day, 12:11:15, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7125, top5_acc: 0.8802, loss_cls: 1.1977, loss: 1.1977, grad_norm: 17.8124 2020-08-11 00:09:57,623 - mmaction - INFO - Epoch [32][820/2505] lr: 5.000e-04, eta: 1 day, 12:10:35, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7120, top5_acc: 0.8729, loss_cls: 1.2294, loss: 1.2294, grad_norm: 17.9311 2020-08-11 00:10:35,504 - mmaction - INFO - Epoch [32][840/2505] lr: 5.000e-04, eta: 1 day, 12:09:55, time: 1.894, data_time: 0.001, memory: 8521, top1_acc: 0.6974, top5_acc: 0.8672, loss_cls: 1.2662, loss: 1.2662, grad_norm: 19.0310 2020-08-11 00:11:12,827 - mmaction - INFO - Epoch [32][860/2505] lr: 5.000e-04, eta: 1 day, 12:09:14, time: 1.866, data_time: 0.003, memory: 8521, top1_acc: 0.7010, top5_acc: 0.8714, loss_cls: 1.2734, loss: 1.2734, grad_norm: 18.1129 2020-08-11 00:11:50,132 - mmaction - INFO - Epoch [32][880/2505] lr: 5.000e-04, eta: 1 day, 12:08:34, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7057, top5_acc: 0.8672, loss_cls: 1.2437, loss: 1.2437, grad_norm: 16.8171 2020-08-11 00:12:27,265 - mmaction - INFO - Epoch [32][900/2505] lr: 5.000e-04, eta: 1 day, 12:07:53, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6870, top5_acc: 0.8682, loss_cls: 1.2974, loss: 1.2974, grad_norm: 18.3585 2020-08-11 00:13:04,478 - mmaction - INFO - Epoch [32][920/2505] lr: 5.000e-04, eta: 1 day, 12:07:13, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6927, top5_acc: 0.8646, loss_cls: 1.2376, loss: 1.2376, grad_norm: 17.4671 2020-08-11 00:13:41,682 - mmaction - INFO - Epoch [32][940/2505] lr: 5.000e-04, eta: 1 day, 12:06:32, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6995, top5_acc: 0.8682, loss_cls: 1.2818, loss: 1.2818, grad_norm: 18.0876 2020-08-11 00:14:18,994 - mmaction - INFO - Epoch [32][960/2505] lr: 5.000e-04, eta: 1 day, 12:05:52, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6948, top5_acc: 0.8698, loss_cls: 1.2454, loss: 1.2454, grad_norm: 18.7304 2020-08-11 00:14:56,191 - mmaction - INFO - Epoch [32][980/2505] lr: 5.000e-04, eta: 1 day, 12:05:11, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6995, top5_acc: 0.8708, loss_cls: 1.2407, loss: 1.2407, grad_norm: 18.3323 2020-08-11 00:15:33,528 - mmaction - INFO - Epoch [32][1000/2505] lr: 5.000e-04, eta: 1 day, 12:04:31, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.6708, top5_acc: 0.8589, loss_cls: 1.3371, loss: 1.3371, grad_norm: 18.8777 2020-08-11 00:16:10,814 - mmaction - INFO - Epoch [32][1020/2505] lr: 5.000e-04, eta: 1 day, 12:03:51, time: 1.864, data_time: 0.004, memory: 8521, top1_acc: 0.6911, top5_acc: 0.8693, loss_cls: 1.2495, loss: 1.2495, grad_norm: 18.3299 2020-08-11 00:16:47,973 - mmaction - INFO - Epoch [32][1040/2505] lr: 5.000e-04, eta: 1 day, 12:03:10, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7094, top5_acc: 0.8672, loss_cls: 1.2173, loss: 1.2173, grad_norm: 17.8120 2020-08-11 00:17:25,079 - mmaction - INFO - Epoch [32][1060/2505] lr: 5.000e-04, eta: 1 day, 12:02:30, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7172, top5_acc: 0.8771, loss_cls: 1.1883, loss: 1.1883, grad_norm: 17.7185 2020-08-11 00:18:02,195 - mmaction - INFO - Epoch [32][1080/2505] lr: 5.000e-04, eta: 1 day, 12:01:49, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7000, top5_acc: 0.8693, loss_cls: 1.2073, loss: 1.2073, grad_norm: 17.7964 2020-08-11 00:18:39,417 - mmaction - INFO - Epoch [32][1100/2505] lr: 5.000e-04, eta: 1 day, 12:01:09, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6953, top5_acc: 0.8672, loss_cls: 1.2656, loss: 1.2656, grad_norm: 17.7638 2020-08-11 00:19:16,567 - mmaction - INFO - Epoch [32][1120/2505] lr: 5.000e-04, eta: 1 day, 12:00:28, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7073, top5_acc: 0.8750, loss_cls: 1.2097, loss: 1.2097, grad_norm: 17.8902 2020-08-11 00:19:53,671 - mmaction - INFO - Epoch [32][1140/2505] lr: 5.000e-04, eta: 1 day, 11:59:48, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7010, top5_acc: 0.8625, loss_cls: 1.2544, loss: 1.2544, grad_norm: 17.9465 2020-08-11 00:20:30,952 - mmaction - INFO - Epoch [32][1160/2505] lr: 5.000e-04, eta: 1 day, 11:59:07, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7005, top5_acc: 0.8656, loss_cls: 1.2671, loss: 1.2671, grad_norm: 18.0045 2020-08-11 00:21:08,317 - mmaction - INFO - Epoch [32][1180/2505] lr: 5.000e-04, eta: 1 day, 11:58:27, time: 1.868, data_time: 0.003, memory: 8521, top1_acc: 0.6797, top5_acc: 0.8714, loss_cls: 1.2662, loss: 1.2662, grad_norm: 18.9167 2020-08-11 00:21:45,503 - mmaction - INFO - Epoch [32][1200/2505] lr: 5.000e-04, eta: 1 day, 11:57:46, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7057, top5_acc: 0.8703, loss_cls: 1.2492, loss: 1.2492, grad_norm: 18.3355 2020-08-11 00:22:22,748 - mmaction - INFO - Epoch [32][1220/2505] lr: 5.000e-04, eta: 1 day, 11:57:06, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6901, top5_acc: 0.8687, loss_cls: 1.2723, loss: 1.2723, grad_norm: 18.6210 2020-08-11 00:22:59,971 - mmaction - INFO - Epoch [32][1240/2505] lr: 5.000e-04, eta: 1 day, 11:56:25, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7016, top5_acc: 0.8625, loss_cls: 1.2813, loss: 1.2813, grad_norm: 18.0110 2020-08-11 00:23:37,205 - mmaction - INFO - Epoch [32][1260/2505] lr: 5.000e-04, eta: 1 day, 11:55:45, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6911, top5_acc: 0.8714, loss_cls: 1.2563, loss: 1.2563, grad_norm: 18.2371 2020-08-11 00:24:14,286 - mmaction - INFO - Epoch [32][1280/2505] lr: 5.000e-04, eta: 1 day, 11:55:04, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.7161, top5_acc: 0.8755, loss_cls: 1.1784, loss: 1.1784, grad_norm: 18.5012 2020-08-11 00:24:51,384 - mmaction - INFO - Epoch [32][1300/2505] lr: 5.000e-04, eta: 1 day, 11:54:24, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7052, top5_acc: 0.8724, loss_cls: 1.2034, loss: 1.2034, grad_norm: 17.4875 2020-08-11 00:25:28,619 - mmaction - INFO - Epoch [32][1320/2505] lr: 5.000e-04, eta: 1 day, 11:53:43, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6911, top5_acc: 0.8682, loss_cls: 1.2701, loss: 1.2701, grad_norm: 18.8432 2020-08-11 00:26:05,817 - mmaction - INFO - Epoch [32][1340/2505] lr: 5.000e-04, eta: 1 day, 11:53:03, time: 1.860, data_time: 0.003, memory: 8521, top1_acc: 0.6990, top5_acc: 0.8740, loss_cls: 1.2366, loss: 1.2366, grad_norm: 17.7835 2020-08-11 00:26:43,052 - mmaction - INFO - Epoch [32][1360/2505] lr: 5.000e-04, eta: 1 day, 11:52:23, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7151, top5_acc: 0.8745, loss_cls: 1.1765, loss: 1.1765, grad_norm: 18.8512 2020-08-11 00:27:20,310 - mmaction - INFO - Epoch [32][1380/2505] lr: 5.000e-04, eta: 1 day, 11:51:42, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6948, top5_acc: 0.8651, loss_cls: 1.2719, loss: 1.2719, grad_norm: 17.9402 2020-08-11 00:27:57,525 - mmaction - INFO - Epoch [32][1400/2505] lr: 5.000e-04, eta: 1 day, 11:51:02, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7005, top5_acc: 0.8766, loss_cls: 1.2295, loss: 1.2295, grad_norm: 18.4976 2020-08-11 00:28:34,815 - mmaction - INFO - Epoch [32][1420/2505] lr: 5.000e-04, eta: 1 day, 11:50:21, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.6813, top5_acc: 0.8573, loss_cls: 1.3159, loss: 1.3159, grad_norm: 18.3264 2020-08-11 00:29:12,046 - mmaction - INFO - Epoch [32][1440/2505] lr: 5.000e-04, eta: 1 day, 11:49:41, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6984, top5_acc: 0.8740, loss_cls: 1.2282, loss: 1.2282, grad_norm: 17.3529 2020-08-11 00:29:49,251 - mmaction - INFO - Epoch [32][1460/2505] lr: 5.000e-04, eta: 1 day, 11:49:00, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6854, top5_acc: 0.8693, loss_cls: 1.3019, loss: 1.3019, grad_norm: 18.4127 2020-08-11 00:30:26,540 - mmaction - INFO - Epoch [32][1480/2505] lr: 5.000e-04, eta: 1 day, 11:48:20, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6901, top5_acc: 0.8719, loss_cls: 1.2498, loss: 1.2498, grad_norm: 17.9156 2020-08-11 00:31:03,815 - mmaction - INFO - Epoch [32][1500/2505] lr: 5.000e-04, eta: 1 day, 11:47:40, time: 1.864, data_time: 0.004, memory: 8521, top1_acc: 0.7120, top5_acc: 0.8766, loss_cls: 1.1750, loss: 1.1750, grad_norm: 18.0357 2020-08-11 00:31:41,024 - mmaction - INFO - Epoch [32][1520/2505] lr: 5.000e-04, eta: 1 day, 11:46:59, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7073, top5_acc: 0.8740, loss_cls: 1.2353, loss: 1.2353, grad_norm: 18.1883 2020-08-11 00:32:18,210 - mmaction - INFO - Epoch [32][1540/2505] lr: 5.000e-04, eta: 1 day, 11:46:19, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6964, top5_acc: 0.8667, loss_cls: 1.2529, loss: 1.2529, grad_norm: 17.9843 2020-08-11 00:32:55,486 - mmaction - INFO - Epoch [32][1560/2505] lr: 5.000e-04, eta: 1 day, 11:45:38, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.6917, top5_acc: 0.8641, loss_cls: 1.2565, loss: 1.2565, grad_norm: 18.2767 2020-08-11 00:33:32,648 - mmaction - INFO - Epoch [32][1580/2505] lr: 5.000e-04, eta: 1 day, 11:44:58, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6984, top5_acc: 0.8708, loss_cls: 1.2611, loss: 1.2611, grad_norm: 17.7096 2020-08-11 00:34:09,786 - mmaction - INFO - Epoch [32][1600/2505] lr: 5.000e-04, eta: 1 day, 11:44:17, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7068, top5_acc: 0.8693, loss_cls: 1.2486, loss: 1.2486, grad_norm: 18.1823 2020-08-11 00:34:46,897 - mmaction - INFO - Epoch [32][1620/2505] lr: 5.000e-04, eta: 1 day, 11:43:37, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.6917, top5_acc: 0.8661, loss_cls: 1.2689, loss: 1.2689, grad_norm: 17.8665 2020-08-11 00:35:24,624 - mmaction - INFO - Epoch [32][1640/2505] lr: 5.000e-04, eta: 1 day, 11:42:57, time: 1.886, data_time: 0.001, memory: 8521, top1_acc: 0.7016, top5_acc: 0.8688, loss_cls: 1.2403, loss: 1.2403, grad_norm: 17.1818 2020-08-11 00:36:01,769 - mmaction - INFO - Epoch [32][1660/2505] lr: 5.000e-04, eta: 1 day, 11:42:16, time: 1.857, data_time: 0.002, memory: 8521, top1_acc: 0.6969, top5_acc: 0.8677, loss_cls: 1.2415, loss: 1.2415, grad_norm: 18.8473 2020-08-11 00:36:38,914 - mmaction - INFO - Epoch [32][1680/2505] lr: 5.000e-04, eta: 1 day, 11:41:36, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6781, top5_acc: 0.8609, loss_cls: 1.3062, loss: 1.3062, grad_norm: 18.5566 2020-08-11 00:37:16,067 - mmaction - INFO - Epoch [32][1700/2505] lr: 5.000e-04, eta: 1 day, 11:40:56, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7172, top5_acc: 0.8714, loss_cls: 1.2007, loss: 1.2007, grad_norm: 17.1638 2020-08-11 00:37:53,219 - mmaction - INFO - Epoch [32][1720/2505] lr: 5.000e-04, eta: 1 day, 11:40:15, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7104, top5_acc: 0.8677, loss_cls: 1.2287, loss: 1.2287, grad_norm: 18.6649 2020-08-11 00:38:30,373 - mmaction - INFO - Epoch [32][1740/2505] lr: 5.000e-04, eta: 1 day, 11:39:35, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7063, top5_acc: 0.8536, loss_cls: 1.2639, loss: 1.2639, grad_norm: 17.3332 2020-08-11 00:39:07,545 - mmaction - INFO - Epoch [32][1760/2505] lr: 5.000e-04, eta: 1 day, 11:38:54, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7057, top5_acc: 0.8714, loss_cls: 1.2251, loss: 1.2251, grad_norm: 17.5649 2020-08-11 00:39:44,667 - mmaction - INFO - Epoch [32][1780/2505] lr: 5.000e-04, eta: 1 day, 11:38:14, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.6854, top5_acc: 0.8635, loss_cls: 1.3115, loss: 1.3115, grad_norm: 18.3487 2020-08-11 00:40:21,932 - mmaction - INFO - Epoch [32][1800/2505] lr: 5.000e-04, eta: 1 day, 11:37:33, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7146, top5_acc: 0.8797, loss_cls: 1.1554, loss: 1.1554, grad_norm: 17.0941 2020-08-11 00:40:59,180 - mmaction - INFO - Epoch [32][1820/2505] lr: 5.000e-04, eta: 1 day, 11:36:53, time: 1.862, data_time: 0.003, memory: 8521, top1_acc: 0.6927, top5_acc: 0.8557, loss_cls: 1.3215, loss: 1.3215, grad_norm: 19.3557 2020-08-11 00:41:36,416 - mmaction - INFO - Epoch [32][1840/2505] lr: 5.000e-04, eta: 1 day, 11:36:12, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7031, top5_acc: 0.8724, loss_cls: 1.2158, loss: 1.2158, grad_norm: 18.5058 2020-08-11 00:42:13,703 - mmaction - INFO - Epoch [32][1860/2505] lr: 5.000e-04, eta: 1 day, 11:35:32, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7073, top5_acc: 0.8641, loss_cls: 1.2487, loss: 1.2487, grad_norm: 17.2169 2020-08-11 00:42:50,836 - mmaction - INFO - Epoch [32][1880/2505] lr: 5.000e-04, eta: 1 day, 11:34:52, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6896, top5_acc: 0.8557, loss_cls: 1.2855, loss: 1.2855, grad_norm: 19.4235 2020-08-11 00:43:28,066 - mmaction - INFO - Epoch [32][1900/2505] lr: 5.000e-04, eta: 1 day, 11:34:11, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6990, top5_acc: 0.8760, loss_cls: 1.2382, loss: 1.2382, grad_norm: 17.9829 2020-08-11 00:44:05,390 - mmaction - INFO - Epoch [32][1920/2505] lr: 5.000e-04, eta: 1 day, 11:33:31, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.6896, top5_acc: 0.8604, loss_cls: 1.3152, loss: 1.3152, grad_norm: 17.4019 2020-08-11 00:44:42,577 - mmaction - INFO - Epoch [32][1940/2505] lr: 5.000e-04, eta: 1 day, 11:32:51, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6911, top5_acc: 0.8641, loss_cls: 1.2660, loss: 1.2660, grad_norm: 18.8932 2020-08-11 00:45:19,748 - mmaction - INFO - Epoch [32][1960/2505] lr: 5.000e-04, eta: 1 day, 11:32:10, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7021, top5_acc: 0.8693, loss_cls: 1.2340, loss: 1.2340, grad_norm: 17.7761 2020-08-11 00:45:56,970 - mmaction - INFO - Epoch [32][1980/2505] lr: 5.000e-04, eta: 1 day, 11:31:30, time: 1.861, data_time: 0.004, memory: 8521, top1_acc: 0.7115, top5_acc: 0.8786, loss_cls: 1.2188, loss: 1.2188, grad_norm: 18.2141 2020-08-11 00:46:34,103 - mmaction - INFO - Epoch [32][2000/2505] lr: 5.000e-04, eta: 1 day, 11:30:49, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6865, top5_acc: 0.8667, loss_cls: 1.2977, loss: 1.2977, grad_norm: 17.7453 2020-08-11 00:47:11,308 - mmaction - INFO - Epoch [32][2020/2505] lr: 5.000e-04, eta: 1 day, 11:30:09, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.6938, top5_acc: 0.8698, loss_cls: 1.2469, loss: 1.2469, grad_norm: 18.3230 2020-08-11 00:47:48,524 - mmaction - INFO - Epoch [32][2040/2505] lr: 5.000e-04, eta: 1 day, 11:29:28, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7099, top5_acc: 0.8911, loss_cls: 1.1476, loss: 1.1476, grad_norm: 18.1851 2020-08-11 00:48:25,720 - mmaction - INFO - Epoch [32][2060/2505] lr: 5.000e-04, eta: 1 day, 11:28:48, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7052, top5_acc: 0.8729, loss_cls: 1.2321, loss: 1.2321, grad_norm: 18.2451 2020-08-11 00:49:02,939 - mmaction - INFO - Epoch [32][2080/2505] lr: 5.000e-04, eta: 1 day, 11:28:08, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.6969, top5_acc: 0.8750, loss_cls: 1.2210, loss: 1.2210, grad_norm: 17.7947 2020-08-11 00:49:40,095 - mmaction - INFO - Epoch [32][2100/2505] lr: 5.000e-04, eta: 1 day, 11:27:27, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6922, top5_acc: 0.8703, loss_cls: 1.2524, loss: 1.2524, grad_norm: 17.7731 2020-08-11 00:50:17,300 - mmaction - INFO - Epoch [32][2120/2505] lr: 5.000e-04, eta: 1 day, 11:26:47, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7073, top5_acc: 0.8646, loss_cls: 1.2645, loss: 1.2645, grad_norm: 17.8788 2020-08-11 00:50:54,551 - mmaction - INFO - Epoch [32][2140/2505] lr: 5.000e-04, eta: 1 day, 11:26:06, time: 1.863, data_time: 0.003, memory: 8521, top1_acc: 0.6755, top5_acc: 0.8609, loss_cls: 1.3308, loss: 1.3308, grad_norm: 18.3254 2020-08-11 00:51:31,815 - mmaction - INFO - Epoch [32][2160/2505] lr: 5.000e-04, eta: 1 day, 11:25:26, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.6974, top5_acc: 0.8672, loss_cls: 1.2351, loss: 1.2351, grad_norm: 17.8737 2020-08-11 00:52:08,918 - mmaction - INFO - Epoch [32][2180/2505] lr: 5.000e-04, eta: 1 day, 11:24:46, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.6979, top5_acc: 0.8656, loss_cls: 1.2609, loss: 1.2609, grad_norm: 18.8428 2020-08-11 00:52:46,016 - mmaction - INFO - Epoch [32][2200/2505] lr: 5.000e-04, eta: 1 day, 11:24:05, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.6917, top5_acc: 0.8792, loss_cls: 1.2249, loss: 1.2249, grad_norm: 18.5123 2020-08-11 00:53:23,181 - mmaction - INFO - Epoch [32][2220/2505] lr: 5.000e-04, eta: 1 day, 11:23:25, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7026, top5_acc: 0.8719, loss_cls: 1.2373, loss: 1.2373, grad_norm: 18.5171 2020-08-11 00:54:00,303 - mmaction - INFO - Epoch [32][2240/2505] lr: 5.000e-04, eta: 1 day, 11:22:44, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.6854, top5_acc: 0.8615, loss_cls: 1.2846, loss: 1.2846, grad_norm: 18.0739 2020-08-11 00:54:37,454 - mmaction - INFO - Epoch [32][2260/2505] lr: 5.000e-04, eta: 1 day, 11:22:04, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6958, top5_acc: 0.8521, loss_cls: 1.2885, loss: 1.2885, grad_norm: 17.7501 2020-08-11 00:55:15,287 - mmaction - INFO - Epoch [32][2280/2505] lr: 5.000e-04, eta: 1 day, 11:21:24, time: 1.891, data_time: 0.001, memory: 8521, top1_acc: 0.7052, top5_acc: 0.8781, loss_cls: 1.1863, loss: 1.1863, grad_norm: 17.3986 2020-08-11 00:55:52,498 - mmaction - INFO - Epoch [32][2300/2505] lr: 5.000e-04, eta: 1 day, 11:20:44, time: 1.861, data_time: 0.002, memory: 8521, top1_acc: 0.7109, top5_acc: 0.8729, loss_cls: 1.1643, loss: 1.1643, grad_norm: 18.2627 2020-08-11 00:56:29,723 - mmaction - INFO - Epoch [32][2320/2505] lr: 5.000e-04, eta: 1 day, 11:20:03, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7078, top5_acc: 0.8729, loss_cls: 1.2379, loss: 1.2379, grad_norm: 17.9509 2020-08-11 00:57:06,901 - mmaction - INFO - Epoch [32][2340/2505] lr: 5.000e-04, eta: 1 day, 11:19:23, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.6964, top5_acc: 0.8703, loss_cls: 1.2618, loss: 1.2618, grad_norm: 18.5442 2020-08-11 00:57:44,039 - mmaction - INFO - Epoch [32][2360/2505] lr: 5.000e-04, eta: 1 day, 11:18:42, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.6906, top5_acc: 0.8641, loss_cls: 1.2635, loss: 1.2635, grad_norm: 17.6730 2020-08-11 00:58:21,193 - mmaction - INFO - Epoch [32][2380/2505] lr: 5.000e-04, eta: 1 day, 11:18:02, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.6943, top5_acc: 0.8656, loss_cls: 1.2502, loss: 1.2502, grad_norm: 17.1502 2020-08-11 00:58:58,435 - mmaction - INFO - Epoch [32][2400/2505] lr: 5.000e-04, eta: 1 day, 11:17:22, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.6792, top5_acc: 0.8583, loss_cls: 1.3682, loss: 1.3682, grad_norm: 17.6502 2020-08-11 00:59:35,624 - mmaction - INFO - Epoch [32][2420/2505] lr: 5.000e-04, eta: 1 day, 11:16:41, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7005, top5_acc: 0.8813, loss_cls: 1.2171, loss: 1.2171, grad_norm: 18.1737 2020-08-11 01:00:16,464 - mmaction - INFO - Epoch [32][2440/2505] lr: 5.000e-04, eta: 1 day, 11:16:04, time: 2.041, data_time: 0.002, memory: 8521, top1_acc: 0.6948, top5_acc: 0.8641, loss_cls: 1.2275, loss: 1.2275, grad_norm: 19.1762 2020-08-11 01:00:53,624 - mmaction - INFO - Epoch [32][2460/2505] lr: 5.000e-04, eta: 1 day, 11:15:24, time: 1.859, data_time: 0.008, memory: 8521, top1_acc: 0.6958, top5_acc: 0.8766, loss_cls: 1.2115, loss: 1.2115, grad_norm: 17.4430 2020-08-11 01:01:30,661 - mmaction - INFO - Epoch [32][2480/2505] lr: 5.000e-04, eta: 1 day, 11:14:43, time: 1.852, data_time: 0.001, memory: 8521, top1_acc: 0.7245, top5_acc: 0.8781, loss_cls: 1.1530, loss: 1.1530, grad_norm: 17.9002 2020-08-11 01:02:07,712 - mmaction - INFO - Epoch [32][2500/2505] lr: 5.000e-04, eta: 1 day, 11:14:03, time: 1.853, data_time: 0.001, memory: 8521, top1_acc: 0.6901, top5_acc: 0.8745, loss_cls: 1.2763, loss: 1.2763, grad_norm: 17.8769 2020-08-11 01:02:23,795 - mmaction - INFO - Saving checkpoint at 32 epochs 2020-08-11 01:03:55,520 - mmaction - INFO - Epoch [33][20/2505] lr: 5.000e-05, eta: 1 day, 11:13:47, time: 4.487, data_time: 2.562, memory: 8521, top1_acc: 0.7099, top5_acc: 0.8792, loss_cls: 1.1535, loss: 1.1535, grad_norm: 17.2622 2020-08-11 01:04:33,491 - mmaction - INFO - Epoch [33][40/2505] lr: 5.000e-05, eta: 1 day, 11:13:07, time: 1.899, data_time: 0.008, memory: 8521, top1_acc: 0.7115, top5_acc: 0.8797, loss_cls: 1.1691, loss: 1.1691, grad_norm: 17.8935 2020-08-11 01:05:12,067 - mmaction - INFO - Epoch [33][60/2505] lr: 5.000e-05, eta: 1 day, 11:12:28, time: 1.928, data_time: 0.001, memory: 8521, top1_acc: 0.7266, top5_acc: 0.8708, loss_cls: 1.1816, loss: 1.1816, grad_norm: 17.4430 2020-08-11 01:05:49,742 - mmaction - INFO - Epoch [33][80/2505] lr: 5.000e-05, eta: 1 day, 11:11:48, time: 1.884, data_time: 0.003, memory: 8521, top1_acc: 0.7219, top5_acc: 0.8792, loss_cls: 1.1278, loss: 1.1278, grad_norm: 17.0400 2020-08-11 01:06:27,406 - mmaction - INFO - Epoch [33][100/2505] lr: 5.000e-05, eta: 1 day, 11:11:08, time: 1.883, data_time: 0.001, memory: 8521, top1_acc: 0.7312, top5_acc: 0.8958, loss_cls: 1.0928, loss: 1.0928, grad_norm: 17.0398 2020-08-11 01:07:04,886 - mmaction - INFO - Epoch [33][120/2505] lr: 5.000e-05, eta: 1 day, 11:10:28, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.7354, top5_acc: 0.8948, loss_cls: 1.0691, loss: 1.0691, grad_norm: 17.0497 2020-08-11 01:07:42,470 - mmaction - INFO - Epoch [33][140/2505] lr: 5.000e-05, eta: 1 day, 11:09:48, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.7307, top5_acc: 0.8927, loss_cls: 1.0829, loss: 1.0829, grad_norm: 16.7992 2020-08-11 01:08:19,925 - mmaction - INFO - Epoch [33][160/2505] lr: 5.000e-05, eta: 1 day, 11:09:08, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.7286, top5_acc: 0.8844, loss_cls: 1.1003, loss: 1.1003, grad_norm: 17.3274 2020-08-11 01:08:57,554 - mmaction - INFO - Epoch [33][180/2505] lr: 5.000e-05, eta: 1 day, 11:08:28, time: 1.881, data_time: 0.001, memory: 8521, top1_acc: 0.7286, top5_acc: 0.8875, loss_cls: 1.1299, loss: 1.1299, grad_norm: 17.1399 2020-08-11 01:09:35,348 - mmaction - INFO - Epoch [33][200/2505] lr: 5.000e-05, eta: 1 day, 11:07:48, time: 1.890, data_time: 0.001, memory: 8521, top1_acc: 0.7109, top5_acc: 0.8745, loss_cls: 1.1800, loss: 1.1800, grad_norm: 17.1606 2020-08-11 01:10:13,121 - mmaction - INFO - Epoch [33][220/2505] lr: 5.000e-05, eta: 1 day, 11:07:08, time: 1.888, data_time: 0.001, memory: 8521, top1_acc: 0.7401, top5_acc: 0.8797, loss_cls: 1.1071, loss: 1.1071, grad_norm: 16.0943 2020-08-11 01:10:50,901 - mmaction - INFO - Epoch [33][240/2505] lr: 5.000e-05, eta: 1 day, 11:06:28, time: 1.889, data_time: 0.004, memory: 8521, top1_acc: 0.7443, top5_acc: 0.8901, loss_cls: 1.0730, loss: 1.0730, grad_norm: 16.6687 2020-08-11 01:11:28,511 - mmaction - INFO - Epoch [33][260/2505] lr: 5.000e-05, eta: 1 day, 11:05:48, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.7453, top5_acc: 0.8807, loss_cls: 1.0720, loss: 1.0720, grad_norm: 16.2164 2020-08-11 01:12:06,232 - mmaction - INFO - Epoch [33][280/2505] lr: 5.000e-05, eta: 1 day, 11:05:08, time: 1.886, data_time: 0.001, memory: 8521, top1_acc: 0.7385, top5_acc: 0.8849, loss_cls: 1.0878, loss: 1.0878, grad_norm: 16.5751 2020-08-11 01:12:44,019 - mmaction - INFO - Epoch [33][300/2505] lr: 5.000e-05, eta: 1 day, 11:04:28, time: 1.889, data_time: 0.001, memory: 8521, top1_acc: 0.7391, top5_acc: 0.8849, loss_cls: 1.0738, loss: 1.0738, grad_norm: 16.1775 2020-08-11 01:13:21,663 - mmaction - INFO - Epoch [33][320/2505] lr: 5.000e-05, eta: 1 day, 11:03:48, time: 1.882, data_time: 0.001, memory: 8521, top1_acc: 0.7578, top5_acc: 0.8964, loss_cls: 1.0040, loss: 1.0040, grad_norm: 16.4487 2020-08-11 01:13:59,335 - mmaction - INFO - Epoch [33][340/2505] lr: 5.000e-05, eta: 1 day, 11:03:08, time: 1.884, data_time: 0.001, memory: 8521, top1_acc: 0.7401, top5_acc: 0.8901, loss_cls: 1.0809, loss: 1.0809, grad_norm: 17.4056 2020-08-11 01:14:36,722 - mmaction - INFO - Epoch [33][360/2505] lr: 5.000e-05, eta: 1 day, 11:02:28, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.7276, top5_acc: 0.8719, loss_cls: 1.1760, loss: 1.1760, grad_norm: 17.2148 2020-08-11 01:15:14,174 - mmaction - INFO - Epoch [33][380/2505] lr: 5.000e-05, eta: 1 day, 11:01:48, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.7198, top5_acc: 0.8880, loss_cls: 1.1222, loss: 1.1222, grad_norm: 17.4886 2020-08-11 01:15:51,658 - mmaction - INFO - Epoch [33][400/2505] lr: 5.000e-05, eta: 1 day, 11:01:08, time: 1.874, data_time: 0.002, memory: 8521, top1_acc: 0.7068, top5_acc: 0.8667, loss_cls: 1.1962, loss: 1.1962, grad_norm: 17.0244 2020-08-11 01:16:29,078 - mmaction - INFO - Epoch [33][420/2505] lr: 5.000e-05, eta: 1 day, 11:00:27, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.7182, top5_acc: 0.8943, loss_cls: 1.0784, loss: 1.0784, grad_norm: 17.1691 2020-08-11 01:17:07,620 - mmaction - INFO - Epoch [33][440/2505] lr: 5.000e-05, eta: 1 day, 10:59:48, time: 1.926, data_time: 0.001, memory: 8521, top1_acc: 0.7312, top5_acc: 0.8870, loss_cls: 1.1178, loss: 1.1178, grad_norm: 17.5318 2020-08-11 01:17:45,312 - mmaction - INFO - Epoch [33][460/2505] lr: 5.000e-05, eta: 1 day, 10:59:08, time: 1.885, data_time: 0.002, memory: 8521, top1_acc: 0.7385, top5_acc: 0.8870, loss_cls: 1.0647, loss: 1.0647, grad_norm: 16.7887 2020-08-11 01:18:22,800 - mmaction - INFO - Epoch [33][480/2505] lr: 5.000e-05, eta: 1 day, 10:58:28, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.7312, top5_acc: 0.8833, loss_cls: 1.1017, loss: 1.1017, grad_norm: 17.4846 2020-08-11 01:19:00,091 - mmaction - INFO - Epoch [33][500/2505] lr: 5.000e-05, eta: 1 day, 10:57:48, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7260, top5_acc: 0.8859, loss_cls: 1.0837, loss: 1.0837, grad_norm: 17.1725 2020-08-11 01:19:37,389 - mmaction - INFO - Epoch [33][520/2505] lr: 5.000e-05, eta: 1 day, 10:57:08, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7240, top5_acc: 0.8771, loss_cls: 1.1505, loss: 1.1505, grad_norm: 17.1024 2020-08-11 01:20:15,149 - mmaction - INFO - Epoch [33][540/2505] lr: 5.000e-05, eta: 1 day, 10:56:28, time: 1.888, data_time: 0.001, memory: 8521, top1_acc: 0.7292, top5_acc: 0.8932, loss_cls: 1.0946, loss: 1.0946, grad_norm: 16.7760 2020-08-11 01:20:52,693 - mmaction - INFO - Epoch [33][560/2505] lr: 5.000e-05, eta: 1 day, 10:55:48, time: 1.877, data_time: 0.002, memory: 8521, top1_acc: 0.7422, top5_acc: 0.9052, loss_cls: 1.0406, loss: 1.0406, grad_norm: 16.6966 2020-08-11 01:21:30,040 - mmaction - INFO - Epoch [33][580/2505] lr: 5.000e-05, eta: 1 day, 10:55:07, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7302, top5_acc: 0.8849, loss_cls: 1.1309, loss: 1.1309, grad_norm: 16.6438 2020-08-11 01:22:07,393 - mmaction - INFO - Epoch [33][600/2505] lr: 5.000e-05, eta: 1 day, 10:54:27, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7443, top5_acc: 0.9063, loss_cls: 1.0402, loss: 1.0402, grad_norm: 17.4385 2020-08-11 01:22:44,842 - mmaction - INFO - Epoch [33][620/2505] lr: 5.000e-05, eta: 1 day, 10:53:47, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.7203, top5_acc: 0.8771, loss_cls: 1.1502, loss: 1.1502, grad_norm: 16.9902 2020-08-11 01:23:22,219 - mmaction - INFO - Epoch [33][640/2505] lr: 5.000e-05, eta: 1 day, 10:53:07, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.7292, top5_acc: 0.8776, loss_cls: 1.1100, loss: 1.1100, grad_norm: 17.1543 2020-08-11 01:23:59,679 - mmaction - INFO - Epoch [33][660/2505] lr: 5.000e-05, eta: 1 day, 10:52:27, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.7411, top5_acc: 0.8839, loss_cls: 1.0783, loss: 1.0783, grad_norm: 16.7616 2020-08-11 01:24:37,083 - mmaction - INFO - Epoch [33][680/2505] lr: 5.000e-05, eta: 1 day, 10:51:46, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7396, top5_acc: 0.8859, loss_cls: 1.0911, loss: 1.0911, grad_norm: 17.5762 2020-08-11 01:25:14,364 - mmaction - INFO - Epoch [33][700/2505] lr: 5.000e-05, eta: 1 day, 10:51:06, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7281, top5_acc: 0.8844, loss_cls: 1.1066, loss: 1.1066, grad_norm: 16.8364 2020-08-11 01:25:51,823 - mmaction - INFO - Epoch [33][720/2505] lr: 5.000e-05, eta: 1 day, 10:50:26, time: 1.873, data_time: 0.002, memory: 8521, top1_acc: 0.7339, top5_acc: 0.8797, loss_cls: 1.1091, loss: 1.1091, grad_norm: 16.8063 2020-08-11 01:26:29,235 - mmaction - INFO - Epoch [33][740/2505] lr: 5.000e-05, eta: 1 day, 10:49:46, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7505, top5_acc: 0.8896, loss_cls: 1.0584, loss: 1.0584, grad_norm: 17.0201 2020-08-11 01:27:06,492 - mmaction - INFO - Epoch [33][760/2505] lr: 5.000e-05, eta: 1 day, 10:49:06, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7219, top5_acc: 0.8745, loss_cls: 1.1588, loss: 1.1588, grad_norm: 17.1504 2020-08-11 01:27:43,951 - mmaction - INFO - Epoch [33][780/2505] lr: 5.000e-05, eta: 1 day, 10:48:25, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.7391, top5_acc: 0.8818, loss_cls: 1.0959, loss: 1.0959, grad_norm: 17.0417 2020-08-11 01:28:21,315 - mmaction - INFO - Epoch [33][800/2505] lr: 5.000e-05, eta: 1 day, 10:47:45, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7349, top5_acc: 0.8828, loss_cls: 1.1059, loss: 1.1059, grad_norm: 16.9899 2020-08-11 01:28:58,753 - mmaction - INFO - Epoch [33][820/2505] lr: 5.000e-05, eta: 1 day, 10:47:05, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.7427, top5_acc: 0.8958, loss_cls: 1.0093, loss: 1.0093, grad_norm: 16.4672 2020-08-11 01:29:36,263 - mmaction - INFO - Epoch [33][840/2505] lr: 5.000e-05, eta: 1 day, 10:46:25, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.7297, top5_acc: 0.8823, loss_cls: 1.1110, loss: 1.1110, grad_norm: 17.1497 2020-08-11 01:30:13,583 - mmaction - INFO - Epoch [33][860/2505] lr: 5.000e-05, eta: 1 day, 10:45:45, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7292, top5_acc: 0.8906, loss_cls: 1.0985, loss: 1.0985, grad_norm: 16.8902 2020-08-11 01:30:51,043 - mmaction - INFO - Epoch [33][880/2505] lr: 5.000e-05, eta: 1 day, 10:45:05, time: 1.873, data_time: 0.004, memory: 8521, top1_acc: 0.7323, top5_acc: 0.8880, loss_cls: 1.0959, loss: 1.0959, grad_norm: 17.4163 2020-08-11 01:31:28,330 - mmaction - INFO - Epoch [33][900/2505] lr: 5.000e-05, eta: 1 day, 10:44:24, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7422, top5_acc: 0.8891, loss_cls: 1.0724, loss: 1.0724, grad_norm: 16.8101 2020-08-11 01:32:05,555 - mmaction - INFO - Epoch [33][920/2505] lr: 5.000e-05, eta: 1 day, 10:43:44, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7391, top5_acc: 0.8911, loss_cls: 1.0620, loss: 1.0620, grad_norm: 16.8131 2020-08-11 01:32:42,789 - mmaction - INFO - Epoch [33][940/2505] lr: 5.000e-05, eta: 1 day, 10:43:04, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7427, top5_acc: 0.8870, loss_cls: 1.0541, loss: 1.0541, grad_norm: 16.2539 2020-08-11 01:33:20,143 - mmaction - INFO - Epoch [33][960/2505] lr: 5.000e-05, eta: 1 day, 10:42:24, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7193, top5_acc: 0.8833, loss_cls: 1.1524, loss: 1.1524, grad_norm: 17.7368 2020-08-11 01:33:57,708 - mmaction - INFO - Epoch [33][980/2505] lr: 5.000e-05, eta: 1 day, 10:41:44, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.7521, top5_acc: 0.8984, loss_cls: 1.0400, loss: 1.0400, grad_norm: 17.0943 2020-08-11 01:34:34,969 - mmaction - INFO - Epoch [33][1000/2505] lr: 5.000e-05, eta: 1 day, 10:41:03, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7542, top5_acc: 0.8937, loss_cls: 1.0361, loss: 1.0361, grad_norm: 16.3504 2020-08-11 01:35:12,390 - mmaction - INFO - Epoch [33][1020/2505] lr: 5.000e-05, eta: 1 day, 10:40:23, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.7474, top5_acc: 0.8979, loss_cls: 1.0044, loss: 1.0044, grad_norm: 16.5358 2020-08-11 01:35:49,738 - mmaction - INFO - Epoch [33][1040/2505] lr: 5.000e-05, eta: 1 day, 10:39:43, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7323, top5_acc: 0.8802, loss_cls: 1.1483, loss: 1.1483, grad_norm: 17.9251 2020-08-11 01:36:27,061 - mmaction - INFO - Epoch [33][1060/2505] lr: 5.000e-05, eta: 1 day, 10:39:03, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7281, top5_acc: 0.8922, loss_cls: 1.0783, loss: 1.0783, grad_norm: 17.3301 2020-08-11 01:37:04,568 - mmaction - INFO - Epoch [33][1080/2505] lr: 5.000e-05, eta: 1 day, 10:38:23, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.7349, top5_acc: 0.8875, loss_cls: 1.0830, loss: 1.0830, grad_norm: 16.2884 2020-08-11 01:37:41,871 - mmaction - INFO - Epoch [33][1100/2505] lr: 5.000e-05, eta: 1 day, 10:37:42, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7297, top5_acc: 0.8776, loss_cls: 1.1501, loss: 1.1501, grad_norm: 17.1836 2020-08-11 01:38:19,496 - mmaction - INFO - Epoch [33][1120/2505] lr: 5.000e-05, eta: 1 day, 10:37:03, time: 1.881, data_time: 0.001, memory: 8521, top1_acc: 0.7323, top5_acc: 0.8870, loss_cls: 1.0939, loss: 1.0939, grad_norm: 17.2754 2020-08-11 01:38:57,000 - mmaction - INFO - Epoch [33][1140/2505] lr: 5.000e-05, eta: 1 day, 10:36:22, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.7401, top5_acc: 0.8844, loss_cls: 1.0862, loss: 1.0862, grad_norm: 16.9262 2020-08-11 01:39:34,350 - mmaction - INFO - Epoch [33][1160/2505] lr: 5.000e-05, eta: 1 day, 10:35:42, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7349, top5_acc: 0.8927, loss_cls: 1.0602, loss: 1.0602, grad_norm: 17.3539 2020-08-11 01:40:11,544 - mmaction - INFO - Epoch [33][1180/2505] lr: 5.000e-05, eta: 1 day, 10:35:02, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7469, top5_acc: 0.8891, loss_cls: 1.0397, loss: 1.0397, grad_norm: 16.7296 2020-08-11 01:40:49,105 - mmaction - INFO - Epoch [33][1200/2505] lr: 5.000e-05, eta: 1 day, 10:34:22, time: 1.878, data_time: 0.002, memory: 8521, top1_acc: 0.7359, top5_acc: 0.8813, loss_cls: 1.0728, loss: 1.0728, grad_norm: 16.5526 2020-08-11 01:41:26,410 - mmaction - INFO - Epoch [33][1220/2505] lr: 5.000e-05, eta: 1 day, 10:33:42, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7484, top5_acc: 0.8833, loss_cls: 1.0789, loss: 1.0789, grad_norm: 16.7320 2020-08-11 01:42:03,755 - mmaction - INFO - Epoch [33][1240/2505] lr: 5.000e-05, eta: 1 day, 10:33:02, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7375, top5_acc: 0.8964, loss_cls: 1.0516, loss: 1.0516, grad_norm: 17.2478 2020-08-11 01:42:41,156 - mmaction - INFO - Epoch [33][1260/2505] lr: 5.000e-05, eta: 1 day, 10:32:21, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7437, top5_acc: 0.9057, loss_cls: 1.0282, loss: 1.0282, grad_norm: 17.0786 2020-08-11 01:43:18,447 - mmaction - INFO - Epoch [33][1280/2505] lr: 5.000e-05, eta: 1 day, 10:31:41, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7417, top5_acc: 0.8911, loss_cls: 1.0629, loss: 1.0629, grad_norm: 17.0864 2020-08-11 01:43:55,887 - mmaction - INFO - Epoch [33][1300/2505] lr: 5.000e-05, eta: 1 day, 10:31:01, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.7474, top5_acc: 0.8891, loss_cls: 1.0847, loss: 1.0847, grad_norm: 17.2080 2020-08-11 01:44:33,323 - mmaction - INFO - Epoch [33][1320/2505] lr: 5.000e-05, eta: 1 day, 10:30:21, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.7599, top5_acc: 0.8974, loss_cls: 0.9876, loss: 0.9876, grad_norm: 16.4282 2020-08-11 01:45:10,989 - mmaction - INFO - Epoch [33][1340/2505] lr: 5.000e-05, eta: 1 day, 10:29:41, time: 1.883, data_time: 0.001, memory: 8521, top1_acc: 0.7250, top5_acc: 0.8792, loss_cls: 1.1006, loss: 1.1006, grad_norm: 17.7163 2020-08-11 01:45:48,356 - mmaction - INFO - Epoch [33][1360/2505] lr: 5.000e-05, eta: 1 day, 10:29:01, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7536, top5_acc: 0.9021, loss_cls: 0.9796, loss: 0.9796, grad_norm: 16.9645 2020-08-11 01:46:25,693 - mmaction - INFO - Epoch [33][1380/2505] lr: 5.000e-05, eta: 1 day, 10:28:21, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7469, top5_acc: 0.8974, loss_cls: 1.0222, loss: 1.0222, grad_norm: 17.5680 2020-08-11 01:47:02,942 - mmaction - INFO - Epoch [33][1400/2505] lr: 5.000e-05, eta: 1 day, 10:27:40, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7396, top5_acc: 0.8932, loss_cls: 1.0624, loss: 1.0624, grad_norm: 17.5533 2020-08-11 01:47:40,105 - mmaction - INFO - Epoch [33][1420/2505] lr: 5.000e-05, eta: 1 day, 10:27:00, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7401, top5_acc: 0.8891, loss_cls: 1.0689, loss: 1.0689, grad_norm: 17.1247 2020-08-11 01:48:17,451 - mmaction - INFO - Epoch [33][1440/2505] lr: 5.000e-05, eta: 1 day, 10:26:20, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7385, top5_acc: 0.8870, loss_cls: 1.0698, loss: 1.0698, grad_norm: 17.1804 2020-08-11 01:48:54,713 - mmaction - INFO - Epoch [33][1460/2505] lr: 5.000e-05, eta: 1 day, 10:25:40, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7333, top5_acc: 0.8844, loss_cls: 1.1092, loss: 1.1092, grad_norm: 17.5153 2020-08-11 01:49:31,959 - mmaction - INFO - Epoch [33][1480/2505] lr: 5.000e-05, eta: 1 day, 10:24:59, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7276, top5_acc: 0.8870, loss_cls: 1.0874, loss: 1.0874, grad_norm: 17.9522 2020-08-11 01:50:09,290 - mmaction - INFO - Epoch [33][1500/2505] lr: 5.000e-05, eta: 1 day, 10:24:19, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7599, top5_acc: 0.8917, loss_cls: 1.0060, loss: 1.0060, grad_norm: 16.9983 2020-08-11 01:50:46,773 - mmaction - INFO - Epoch [33][1520/2505] lr: 5.000e-05, eta: 1 day, 10:23:39, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.7469, top5_acc: 0.8974, loss_cls: 1.0317, loss: 1.0317, grad_norm: 16.7970 2020-08-11 01:51:24,037 - mmaction - INFO - Epoch [33][1540/2505] lr: 5.000e-05, eta: 1 day, 10:22:59, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7391, top5_acc: 0.8974, loss_cls: 1.0339, loss: 1.0339, grad_norm: 17.5767 2020-08-11 01:52:01,362 - mmaction - INFO - Epoch [33][1560/2505] lr: 5.000e-05, eta: 1 day, 10:22:19, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7380, top5_acc: 0.8906, loss_cls: 1.0415, loss: 1.0415, grad_norm: 16.7624 2020-08-11 01:52:38,840 - mmaction - INFO - Epoch [33][1580/2505] lr: 5.000e-05, eta: 1 day, 10:21:39, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.7276, top5_acc: 0.8823, loss_cls: 1.0970, loss: 1.0970, grad_norm: 17.6634 2020-08-11 01:53:16,145 - mmaction - INFO - Epoch [33][1600/2505] lr: 5.000e-05, eta: 1 day, 10:20:59, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7286, top5_acc: 0.8911, loss_cls: 1.0791, loss: 1.0791, grad_norm: 17.2438 2020-08-11 01:53:53,311 - mmaction - INFO - Epoch [33][1620/2505] lr: 5.000e-05, eta: 1 day, 10:20:18, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7573, top5_acc: 0.8922, loss_cls: 1.0124, loss: 1.0124, grad_norm: 16.5075 2020-08-11 01:54:30,586 - mmaction - INFO - Epoch [33][1640/2505] lr: 5.000e-05, eta: 1 day, 10:19:38, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7427, top5_acc: 0.8880, loss_cls: 1.0619, loss: 1.0619, grad_norm: 17.4211 2020-08-11 01:55:07,949 - mmaction - INFO - Epoch [33][1660/2505] lr: 5.000e-05, eta: 1 day, 10:18:58, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7281, top5_acc: 0.8786, loss_cls: 1.1082, loss: 1.1082, grad_norm: 17.1029 2020-08-11 01:55:45,184 - mmaction - INFO - Epoch [33][1680/2505] lr: 5.000e-05, eta: 1 day, 10:18:18, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7224, top5_acc: 0.8828, loss_cls: 1.1186, loss: 1.1186, grad_norm: 17.3729 2020-08-11 01:56:22,460 - mmaction - INFO - Epoch [33][1700/2505] lr: 5.000e-05, eta: 1 day, 10:17:37, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7526, top5_acc: 0.9036, loss_cls: 0.9902, loss: 0.9902, grad_norm: 17.0139 2020-08-11 01:56:59,972 - mmaction - INFO - Epoch [33][1720/2505] lr: 5.000e-05, eta: 1 day, 10:16:57, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.7474, top5_acc: 0.8974, loss_cls: 1.0109, loss: 1.0109, grad_norm: 16.8485 2020-08-11 01:57:37,279 - mmaction - INFO - Epoch [33][1740/2505] lr: 5.000e-05, eta: 1 day, 10:16:17, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7333, top5_acc: 0.8943, loss_cls: 1.0754, loss: 1.0754, grad_norm: 17.7630 2020-08-11 01:58:14,601 - mmaction - INFO - Epoch [33][1760/2505] lr: 5.000e-05, eta: 1 day, 10:15:37, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7411, top5_acc: 0.8891, loss_cls: 1.0653, loss: 1.0653, grad_norm: 17.0950 2020-08-11 01:58:51,949 - mmaction - INFO - Epoch [33][1780/2505] lr: 5.000e-05, eta: 1 day, 10:14:57, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7516, top5_acc: 0.8927, loss_cls: 1.0289, loss: 1.0289, grad_norm: 16.8909 2020-08-11 01:59:29,215 - mmaction - INFO - Epoch [33][1800/2505] lr: 5.000e-05, eta: 1 day, 10:14:17, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7542, top5_acc: 0.8911, loss_cls: 1.0425, loss: 1.0425, grad_norm: 17.2425 2020-08-11 02:00:08,479 - mmaction - INFO - Epoch [33][1820/2505] lr: 5.000e-05, eta: 1 day, 10:13:38, time: 1.961, data_time: 0.001, memory: 8521, top1_acc: 0.7344, top5_acc: 0.8828, loss_cls: 1.1164, loss: 1.1164, grad_norm: 17.0311 2020-08-11 02:00:45,871 - mmaction - INFO - Epoch [33][1840/2505] lr: 5.000e-05, eta: 1 day, 10:12:58, time: 1.871, data_time: 0.009, memory: 8521, top1_acc: 0.7297, top5_acc: 0.8823, loss_cls: 1.1152, loss: 1.1152, grad_norm: 16.9199 2020-08-11 02:01:23,133 - mmaction - INFO - Epoch [33][1860/2505] lr: 5.000e-05, eta: 1 day, 10:12:18, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7365, top5_acc: 0.8932, loss_cls: 1.0640, loss: 1.0640, grad_norm: 16.6372 2020-08-11 02:02:00,328 - mmaction - INFO - Epoch [33][1880/2505] lr: 5.000e-05, eta: 1 day, 10:11:37, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7313, top5_acc: 0.8776, loss_cls: 1.0982, loss: 1.0982, grad_norm: 16.9533 2020-08-11 02:02:37,687 - mmaction - INFO - Epoch [33][1900/2505] lr: 5.000e-05, eta: 1 day, 10:10:57, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7557, top5_acc: 0.8880, loss_cls: 1.0335, loss: 1.0335, grad_norm: 16.7853 2020-08-11 02:03:14,918 - mmaction - INFO - Epoch [33][1920/2505] lr: 5.000e-05, eta: 1 day, 10:10:17, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7568, top5_acc: 0.8922, loss_cls: 1.0061, loss: 1.0061, grad_norm: 17.3047 2020-08-11 02:03:52,236 - mmaction - INFO - Epoch [33][1940/2505] lr: 5.000e-05, eta: 1 day, 10:09:37, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7260, top5_acc: 0.8802, loss_cls: 1.1191, loss: 1.1191, grad_norm: 17.3750 2020-08-11 02:04:29,677 - mmaction - INFO - Epoch [33][1960/2505] lr: 5.000e-05, eta: 1 day, 10:08:57, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.7500, top5_acc: 0.8974, loss_cls: 1.0011, loss: 1.0011, grad_norm: 16.4018 2020-08-11 02:05:08,281 - mmaction - INFO - Epoch [33][1980/2505] lr: 5.000e-05, eta: 1 day, 10:08:18, time: 1.930, data_time: 0.001, memory: 8521, top1_acc: 0.7464, top5_acc: 0.8953, loss_cls: 1.0309, loss: 1.0309, grad_norm: 17.3203 2020-08-11 02:05:45,648 - mmaction - INFO - Epoch [33][2000/2505] lr: 5.000e-05, eta: 1 day, 10:07:38, time: 1.869, data_time: 0.002, memory: 8521, top1_acc: 0.7516, top5_acc: 0.8896, loss_cls: 1.0329, loss: 1.0329, grad_norm: 16.5859 2020-08-11 02:06:23,067 - mmaction - INFO - Epoch [33][2020/2505] lr: 5.000e-05, eta: 1 day, 10:06:58, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.7396, top5_acc: 0.8854, loss_cls: 1.0776, loss: 1.0776, grad_norm: 17.2499 2020-08-11 02:07:00,381 - mmaction - INFO - Epoch [33][2040/2505] lr: 5.000e-05, eta: 1 day, 10:06:17, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7438, top5_acc: 0.8927, loss_cls: 1.0756, loss: 1.0756, grad_norm: 17.1320 2020-08-11 02:07:37,590 - mmaction - INFO - Epoch [33][2060/2505] lr: 5.000e-05, eta: 1 day, 10:05:37, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7458, top5_acc: 0.8964, loss_cls: 1.0161, loss: 1.0161, grad_norm: 16.1114 2020-08-11 02:08:14,842 - mmaction - INFO - Epoch [33][2080/2505] lr: 5.000e-05, eta: 1 day, 10:04:57, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7359, top5_acc: 0.8958, loss_cls: 1.0919, loss: 1.0919, grad_norm: 17.2820 2020-08-11 02:08:51,990 - mmaction - INFO - Epoch [33][2100/2505] lr: 5.000e-05, eta: 1 day, 10:04:17, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7422, top5_acc: 0.8932, loss_cls: 1.0456, loss: 1.0456, grad_norm: 16.6200 2020-08-11 02:09:29,144 - mmaction - INFO - Epoch [33][2120/2505] lr: 5.000e-05, eta: 1 day, 10:03:36, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7500, top5_acc: 0.8953, loss_cls: 1.0433, loss: 1.0433, grad_norm: 16.4091 2020-08-11 02:10:06,544 - mmaction - INFO - Epoch [33][2140/2505] lr: 5.000e-05, eta: 1 day, 10:02:56, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7380, top5_acc: 0.8870, loss_cls: 1.0966, loss: 1.0966, grad_norm: 17.4355 2020-08-11 02:10:43,793 - mmaction - INFO - Epoch [33][2160/2505] lr: 5.000e-05, eta: 1 day, 10:02:16, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7568, top5_acc: 0.8953, loss_cls: 0.9792, loss: 0.9792, grad_norm: 16.2535 2020-08-11 02:11:21,074 - mmaction - INFO - Epoch [33][2180/2505] lr: 5.000e-05, eta: 1 day, 10:01:36, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7385, top5_acc: 0.8948, loss_cls: 1.0699, loss: 1.0699, grad_norm: 17.3222 2020-08-11 02:11:58,262 - mmaction - INFO - Epoch [33][2200/2505] lr: 5.000e-05, eta: 1 day, 10:00:56, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7479, top5_acc: 0.8901, loss_cls: 1.0360, loss: 1.0360, grad_norm: 16.5434 2020-08-11 02:12:35,472 - mmaction - INFO - Epoch [33][2220/2505] lr: 5.000e-05, eta: 1 day, 10:00:15, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7583, top5_acc: 0.9026, loss_cls: 1.0077, loss: 1.0077, grad_norm: 17.2906 2020-08-11 02:14:09,158 - mmaction - INFO - Epoch [33][2240/2505] lr: 5.000e-05, eta: 1 day, 10:00:18, time: 4.684, data_time: 0.001, memory: 8521, top1_acc: 0.7198, top5_acc: 0.8875, loss_cls: 1.0673, loss: 1.0673, grad_norm: 17.8380 2020-08-11 02:14:46,422 - mmaction - INFO - Epoch [33][2260/2505] lr: 5.000e-05, eta: 1 day, 9:59:38, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7677, top5_acc: 0.9010, loss_cls: 0.9770, loss: 0.9770, grad_norm: 16.9268 2020-08-11 02:15:23,849 - mmaction - INFO - Epoch [33][2280/2505] lr: 5.000e-05, eta: 1 day, 9:58:58, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.7495, top5_acc: 0.8974, loss_cls: 1.0159, loss: 1.0159, grad_norm: 17.4207 2020-08-11 02:16:01,028 - mmaction - INFO - Epoch [33][2300/2505] lr: 5.000e-05, eta: 1 day, 9:58:18, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7417, top5_acc: 0.8979, loss_cls: 1.0390, loss: 1.0390, grad_norm: 17.5636 2020-08-11 02:16:38,288 - mmaction - INFO - Epoch [33][2320/2505] lr: 5.000e-05, eta: 1 day, 9:57:38, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7609, top5_acc: 0.9042, loss_cls: 0.9824, loss: 0.9824, grad_norm: 16.9160 2020-08-11 02:17:15,596 - mmaction - INFO - Epoch [33][2340/2505] lr: 5.000e-05, eta: 1 day, 9:56:57, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7391, top5_acc: 0.8932, loss_cls: 1.0707, loss: 1.0707, grad_norm: 17.3952 2020-08-11 02:17:52,834 - mmaction - INFO - Epoch [33][2360/2505] lr: 5.000e-05, eta: 1 day, 9:56:17, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7443, top5_acc: 0.8938, loss_cls: 1.0799, loss: 1.0799, grad_norm: 17.8362 2020-08-11 02:18:30,121 - mmaction - INFO - Epoch [33][2380/2505] lr: 5.000e-05, eta: 1 day, 9:55:37, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7297, top5_acc: 0.8911, loss_cls: 1.0922, loss: 1.0922, grad_norm: 17.4316 2020-08-11 02:19:07,451 - mmaction - INFO - Epoch [33][2400/2505] lr: 5.000e-05, eta: 1 day, 9:54:57, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7385, top5_acc: 0.8880, loss_cls: 1.0764, loss: 1.0764, grad_norm: 16.9509 2020-08-11 02:19:44,727 - mmaction - INFO - Epoch [33][2420/2505] lr: 5.000e-05, eta: 1 day, 9:54:17, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7505, top5_acc: 0.9021, loss_cls: 1.0229, loss: 1.0229, grad_norm: 17.0820 2020-08-11 02:20:21,976 - mmaction - INFO - Epoch [33][2440/2505] lr: 5.000e-05, eta: 1 day, 9:53:37, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.0948, loss: 1.0948, grad_norm: 17.2933 2020-08-11 02:20:59,091 - mmaction - INFO - Epoch [33][2460/2505] lr: 5.000e-05, eta: 1 day, 9:52:56, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7375, top5_acc: 0.8891, loss_cls: 1.0730, loss: 1.0730, grad_norm: 16.8531 2020-08-11 02:21:36,238 - mmaction - INFO - Epoch [33][2480/2505] lr: 5.000e-05, eta: 1 day, 9:52:16, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7521, top5_acc: 0.8974, loss_cls: 1.0255, loss: 1.0255, grad_norm: 16.5837 2020-08-11 02:22:13,433 - mmaction - INFO - Epoch [33][2500/2505] lr: 5.000e-05, eta: 1 day, 9:51:36, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7286, top5_acc: 0.8781, loss_cls: 1.1311, loss: 1.1311, grad_norm: 16.9122 2020-08-11 02:24:07,862 - mmaction - INFO - Epoch [34][20/2505] lr: 5.000e-05, eta: 1 day, 9:51:24, time: 4.866, data_time: 2.936, memory: 8521, top1_acc: 0.7161, top5_acc: 0.8771, loss_cls: 1.1193, loss: 1.1193, grad_norm: 17.0698 2020-08-11 02:24:45,733 - mmaction - INFO - Epoch [34][40/2505] lr: 5.000e-05, eta: 1 day, 9:50:44, time: 1.894, data_time: 0.010, memory: 8521, top1_acc: 0.7375, top5_acc: 0.8922, loss_cls: 1.0800, loss: 1.0800, grad_norm: 17.1484 2020-08-11 02:25:23,625 - mmaction - INFO - Epoch [34][60/2505] lr: 5.000e-05, eta: 1 day, 9:50:04, time: 1.894, data_time: 0.001, memory: 8521, top1_acc: 0.7391, top5_acc: 0.8922, loss_cls: 1.0757, loss: 1.0757, grad_norm: 17.4226 2020-08-11 02:26:01,366 - mmaction - INFO - Epoch [34][80/2505] lr: 5.000e-05, eta: 1 day, 9:49:25, time: 1.887, data_time: 0.003, memory: 8521, top1_acc: 0.7474, top5_acc: 0.8938, loss_cls: 1.0230, loss: 1.0230, grad_norm: 16.7981 2020-08-11 02:26:39,162 - mmaction - INFO - Epoch [34][100/2505] lr: 5.000e-05, eta: 1 day, 9:48:45, time: 1.890, data_time: 0.001, memory: 8521, top1_acc: 0.7427, top5_acc: 0.8937, loss_cls: 1.0392, loss: 1.0392, grad_norm: 17.4209 2020-08-11 02:27:17,080 - mmaction - INFO - Epoch [34][120/2505] lr: 5.000e-05, eta: 1 day, 9:48:05, time: 1.896, data_time: 0.001, memory: 8521, top1_acc: 0.7589, top5_acc: 0.8974, loss_cls: 1.0304, loss: 1.0304, grad_norm: 17.4985 2020-08-11 02:27:54,854 - mmaction - INFO - Epoch [34][140/2505] lr: 5.000e-05, eta: 1 day, 9:47:25, time: 1.889, data_time: 0.001, memory: 8521, top1_acc: 0.7411, top5_acc: 0.8870, loss_cls: 1.0694, loss: 1.0694, grad_norm: 16.8323 2020-08-11 02:28:32,531 - mmaction - INFO - Epoch [34][160/2505] lr: 5.000e-05, eta: 1 day, 9:46:45, time: 1.884, data_time: 0.001, memory: 8521, top1_acc: 0.7453, top5_acc: 0.8880, loss_cls: 1.0714, loss: 1.0714, grad_norm: 16.8016 2020-08-11 02:29:10,146 - mmaction - INFO - Epoch [34][180/2505] lr: 5.000e-05, eta: 1 day, 9:46:05, time: 1.881, data_time: 0.001, memory: 8521, top1_acc: 0.7484, top5_acc: 0.9005, loss_cls: 1.0291, loss: 1.0291, grad_norm: 17.2709 2020-08-11 02:29:47,787 - mmaction - INFO - Epoch [34][200/2505] lr: 5.000e-05, eta: 1 day, 9:45:26, time: 1.882, data_time: 0.001, memory: 8521, top1_acc: 0.7359, top5_acc: 0.8964, loss_cls: 1.0668, loss: 1.0668, grad_norm: 16.8437 2020-08-11 02:30:25,602 - mmaction - INFO - Epoch [34][220/2505] lr: 5.000e-05, eta: 1 day, 9:44:46, time: 1.891, data_time: 0.001, memory: 8521, top1_acc: 0.7344, top5_acc: 0.8911, loss_cls: 1.0797, loss: 1.0797, grad_norm: 17.8658 2020-08-11 02:31:03,110 - mmaction - INFO - Epoch [34][240/2505] lr: 5.000e-05, eta: 1 day, 9:44:06, time: 1.875, data_time: 0.004, memory: 8521, top1_acc: 0.7380, top5_acc: 0.8953, loss_cls: 1.0507, loss: 1.0507, grad_norm: 17.0265 2020-08-11 02:31:40,416 - mmaction - INFO - Epoch [34][260/2505] lr: 5.000e-05, eta: 1 day, 9:43:26, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7427, top5_acc: 0.8969, loss_cls: 1.0357, loss: 1.0357, grad_norm: 17.5813 2020-08-11 02:32:17,776 - mmaction - INFO - Epoch [34][280/2505] lr: 5.000e-05, eta: 1 day, 9:42:45, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7354, top5_acc: 0.8865, loss_cls: 1.0638, loss: 1.0638, grad_norm: 17.2190 2020-08-11 02:32:55,177 - mmaction - INFO - Epoch [34][300/2505] lr: 5.000e-05, eta: 1 day, 9:42:05, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7438, top5_acc: 0.8891, loss_cls: 1.0363, loss: 1.0363, grad_norm: 17.2570 2020-08-11 02:33:32,511 - mmaction - INFO - Epoch [34][320/2505] lr: 5.000e-05, eta: 1 day, 9:41:25, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7578, top5_acc: 0.9016, loss_cls: 0.9685, loss: 0.9685, grad_norm: 16.7519 2020-08-11 02:34:09,724 - mmaction - INFO - Epoch [34][340/2505] lr: 5.000e-05, eta: 1 day, 9:40:45, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7432, top5_acc: 0.8875, loss_cls: 1.0525, loss: 1.0525, grad_norm: 16.5860 2020-08-11 02:34:46,938 - mmaction - INFO - Epoch [34][360/2505] lr: 5.000e-05, eta: 1 day, 9:40:05, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7411, top5_acc: 0.9047, loss_cls: 1.0041, loss: 1.0041, grad_norm: 17.1307 2020-08-11 02:35:24,937 - mmaction - INFO - Epoch [34][380/2505] lr: 5.000e-05, eta: 1 day, 9:39:25, time: 1.900, data_time: 0.001, memory: 8521, top1_acc: 0.7391, top5_acc: 0.8906, loss_cls: 1.0859, loss: 1.0859, grad_norm: 16.9333 2020-08-11 02:36:02,248 - mmaction - INFO - Epoch [34][400/2505] lr: 5.000e-05, eta: 1 day, 9:38:45, time: 1.866, data_time: 0.004, memory: 8521, top1_acc: 0.7562, top5_acc: 0.8906, loss_cls: 1.0382, loss: 1.0382, grad_norm: 16.3442 2020-08-11 02:36:39,449 - mmaction - INFO - Epoch [34][420/2505] lr: 5.000e-05, eta: 1 day, 9:38:05, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7411, top5_acc: 0.8906, loss_cls: 1.0615, loss: 1.0615, grad_norm: 17.2271 2020-08-11 02:37:16,638 - mmaction - INFO - Epoch [34][440/2505] lr: 5.000e-05, eta: 1 day, 9:37:25, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7443, top5_acc: 0.8953, loss_cls: 1.0564, loss: 1.0564, grad_norm: 17.3542 2020-08-11 02:37:53,966 - mmaction - INFO - Epoch [34][460/2505] lr: 5.000e-05, eta: 1 day, 9:36:44, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7229, top5_acc: 0.8755, loss_cls: 1.1413, loss: 1.1413, grad_norm: 17.5589 2020-08-11 02:38:31,219 - mmaction - INFO - Epoch [34][480/2505] lr: 5.000e-05, eta: 1 day, 9:36:04, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7385, top5_acc: 0.8849, loss_cls: 1.0827, loss: 1.0827, grad_norm: 17.2833 2020-08-11 02:39:08,433 - mmaction - INFO - Epoch [34][500/2505] lr: 5.000e-05, eta: 1 day, 9:35:24, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7500, top5_acc: 0.8948, loss_cls: 1.0678, loss: 1.0678, grad_norm: 16.9636 2020-08-11 02:39:45,723 - mmaction - INFO - Epoch [34][520/2505] lr: 5.000e-05, eta: 1 day, 9:34:44, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7578, top5_acc: 0.9036, loss_cls: 0.9959, loss: 0.9959, grad_norm: 17.1422 2020-08-11 02:40:23,595 - mmaction - INFO - Epoch [34][540/2505] lr: 5.000e-05, eta: 1 day, 9:34:04, time: 1.894, data_time: 0.001, memory: 8521, top1_acc: 0.7432, top5_acc: 0.8974, loss_cls: 1.0155, loss: 1.0155, grad_norm: 16.7438 2020-08-11 02:41:00,999 - mmaction - INFO - Epoch [34][560/2505] lr: 5.000e-05, eta: 1 day, 9:33:24, time: 1.870, data_time: 0.002, memory: 8521, top1_acc: 0.7464, top5_acc: 0.8937, loss_cls: 1.0066, loss: 1.0066, grad_norm: 16.9487 2020-08-11 02:41:38,177 - mmaction - INFO - Epoch [34][580/2505] lr: 5.000e-05, eta: 1 day, 9:32:44, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7615, top5_acc: 0.8990, loss_cls: 0.9847, loss: 0.9847, grad_norm: 16.5630 2020-08-11 02:42:15,369 - mmaction - INFO - Epoch [34][600/2505] lr: 5.000e-05, eta: 1 day, 9:32:04, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7568, top5_acc: 0.8953, loss_cls: 1.0011, loss: 1.0011, grad_norm: 16.8189 2020-08-11 02:42:52,558 - mmaction - INFO - Epoch [34][620/2505] lr: 5.000e-05, eta: 1 day, 9:31:23, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7510, top5_acc: 0.8984, loss_cls: 1.0342, loss: 1.0342, grad_norm: 17.8574 2020-08-11 02:43:29,873 - mmaction - INFO - Epoch [34][640/2505] lr: 5.000e-05, eta: 1 day, 9:30:43, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7422, top5_acc: 0.8974, loss_cls: 1.0400, loss: 1.0400, grad_norm: 17.2515 2020-08-11 02:44:07,067 - mmaction - INFO - Epoch [34][660/2505] lr: 5.000e-05, eta: 1 day, 9:30:03, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7359, top5_acc: 0.8922, loss_cls: 1.0537, loss: 1.0537, grad_norm: 17.2842 2020-08-11 02:44:44,251 - mmaction - INFO - Epoch [34][680/2505] lr: 5.000e-05, eta: 1 day, 9:29:23, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7630, top5_acc: 0.8906, loss_cls: 1.0310, loss: 1.0310, grad_norm: 16.6960 2020-08-11 02:45:21,506 - mmaction - INFO - Epoch [34][700/2505] lr: 5.000e-05, eta: 1 day, 9:28:43, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7578, top5_acc: 0.9010, loss_cls: 0.9800, loss: 0.9800, grad_norm: 16.9898 2020-08-11 02:45:58,789 - mmaction - INFO - Epoch [34][720/2505] lr: 5.000e-05, eta: 1 day, 9:28:03, time: 1.864, data_time: 0.002, memory: 8521, top1_acc: 0.7411, top5_acc: 0.9005, loss_cls: 1.0161, loss: 1.0161, grad_norm: 17.2854 2020-08-11 02:46:36,031 - mmaction - INFO - Epoch [34][740/2505] lr: 5.000e-05, eta: 1 day, 9:27:22, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7557, top5_acc: 0.8948, loss_cls: 0.9968, loss: 0.9968, grad_norm: 16.6145 2020-08-11 02:47:13,306 - mmaction - INFO - Epoch [34][760/2505] lr: 5.000e-05, eta: 1 day, 9:26:42, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7359, top5_acc: 0.8911, loss_cls: 1.0845, loss: 1.0845, grad_norm: 17.5242 2020-08-11 02:47:50,612 - mmaction - INFO - Epoch [34][780/2505] lr: 5.000e-05, eta: 1 day, 9:26:02, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7526, top5_acc: 0.8901, loss_cls: 1.0398, loss: 1.0398, grad_norm: 16.8614 2020-08-11 02:48:27,932 - mmaction - INFO - Epoch [34][800/2505] lr: 5.000e-05, eta: 1 day, 9:25:22, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7417, top5_acc: 0.8917, loss_cls: 1.0385, loss: 1.0385, grad_norm: 16.7204 2020-08-11 02:49:05,372 - mmaction - INFO - Epoch [34][820/2505] lr: 5.000e-05, eta: 1 day, 9:24:42, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.7411, top5_acc: 0.8948, loss_cls: 1.0655, loss: 1.0655, grad_norm: 17.4528 2020-08-11 02:49:42,671 - mmaction - INFO - Epoch [34][840/2505] lr: 5.000e-05, eta: 1 day, 9:24:02, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7495, top5_acc: 0.8943, loss_cls: 1.0362, loss: 1.0362, grad_norm: 17.0824 2020-08-11 02:50:20,066 - mmaction - INFO - Epoch [34][860/2505] lr: 5.000e-05, eta: 1 day, 9:23:22, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7417, top5_acc: 0.8911, loss_cls: 1.0579, loss: 1.0579, grad_norm: 16.9369 2020-08-11 02:50:57,752 - mmaction - INFO - Epoch [34][880/2505] lr: 5.000e-05, eta: 1 day, 9:22:42, time: 1.884, data_time: 0.003, memory: 8521, top1_acc: 0.7359, top5_acc: 0.8844, loss_cls: 1.0926, loss: 1.0926, grad_norm: 17.3164 2020-08-11 02:51:35,236 - mmaction - INFO - Epoch [34][900/2505] lr: 5.000e-05, eta: 1 day, 9:22:02, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.7510, top5_acc: 0.8927, loss_cls: 1.0204, loss: 1.0204, grad_norm: 17.1708 2020-08-11 02:52:12,567 - mmaction - INFO - Epoch [34][920/2505] lr: 5.000e-05, eta: 1 day, 9:21:22, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7411, top5_acc: 0.8938, loss_cls: 1.0556, loss: 1.0556, grad_norm: 17.3387 2020-08-11 02:52:49,973 - mmaction - INFO - Epoch [34][940/2505] lr: 5.000e-05, eta: 1 day, 9:20:42, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7547, top5_acc: 0.8943, loss_cls: 0.9957, loss: 0.9957, grad_norm: 16.8890 2020-08-11 02:53:27,278 - mmaction - INFO - Epoch [34][960/2505] lr: 5.000e-05, eta: 1 day, 9:20:02, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7438, top5_acc: 0.8906, loss_cls: 1.0726, loss: 1.0726, grad_norm: 17.5979 2020-08-11 02:54:04,775 - mmaction - INFO - Epoch [34][980/2505] lr: 5.000e-05, eta: 1 day, 9:19:22, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.7448, top5_acc: 0.8927, loss_cls: 1.0556, loss: 1.0556, grad_norm: 17.1729 2020-08-11 02:54:42,027 - mmaction - INFO - Epoch [34][1000/2505] lr: 5.000e-05, eta: 1 day, 9:18:42, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7651, top5_acc: 0.9036, loss_cls: 0.9784, loss: 0.9784, grad_norm: 16.6336 2020-08-11 02:55:19,198 - mmaction - INFO - Epoch [34][1020/2505] lr: 5.000e-05, eta: 1 day, 9:18:01, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7479, top5_acc: 0.8943, loss_cls: 1.0226, loss: 1.0226, grad_norm: 16.3624 2020-08-11 02:55:56,486 - mmaction - INFO - Epoch [34][1040/2505] lr: 5.000e-05, eta: 1 day, 9:17:21, time: 1.864, data_time: 0.003, memory: 8521, top1_acc: 0.7641, top5_acc: 0.9062, loss_cls: 0.9357, loss: 0.9357, grad_norm: 16.4202 2020-08-11 02:56:33,642 - mmaction - INFO - Epoch [34][1060/2505] lr: 5.000e-05, eta: 1 day, 9:16:41, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7354, top5_acc: 0.8833, loss_cls: 1.0938, loss: 1.0938, grad_norm: 18.0650 2020-08-11 02:57:10,916 - mmaction - INFO - Epoch [34][1080/2505] lr: 5.000e-05, eta: 1 day, 9:16:01, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7385, top5_acc: 0.8885, loss_cls: 1.0777, loss: 1.0777, grad_norm: 17.2202 2020-08-11 02:57:48,338 - mmaction - INFO - Epoch [34][1100/2505] lr: 5.000e-05, eta: 1 day, 9:15:21, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.7370, top5_acc: 0.8906, loss_cls: 1.0538, loss: 1.0538, grad_norm: 17.2067 2020-08-11 02:58:25,696 - mmaction - INFO - Epoch [34][1120/2505] lr: 5.000e-05, eta: 1 day, 9:14:41, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7609, top5_acc: 0.8969, loss_cls: 0.9915, loss: 0.9915, grad_norm: 16.7194 2020-08-11 02:59:02,950 - mmaction - INFO - Epoch [34][1140/2505] lr: 5.000e-05, eta: 1 day, 9:14:01, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7318, top5_acc: 0.8974, loss_cls: 1.0726, loss: 1.0726, grad_norm: 17.8180 2020-08-11 02:59:40,139 - mmaction - INFO - Epoch [34][1160/2505] lr: 5.000e-05, eta: 1 day, 9:13:21, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7458, top5_acc: 0.8932, loss_cls: 1.0388, loss: 1.0388, grad_norm: 17.2192 2020-08-11 03:00:19,694 - mmaction - INFO - Epoch [34][1180/2505] lr: 5.000e-05, eta: 1 day, 9:12:42, time: 1.975, data_time: 0.002, memory: 8521, top1_acc: 0.7401, top5_acc: 0.8938, loss_cls: 1.0508, loss: 1.0508, grad_norm: 17.3032 2020-08-11 03:00:57,262 - mmaction - INFO - Epoch [34][1200/2505] lr: 5.000e-05, eta: 1 day, 9:12:02, time: 1.881, data_time: 0.014, memory: 8521, top1_acc: 0.7526, top5_acc: 0.8995, loss_cls: 1.0141, loss: 1.0141, grad_norm: 17.5440 2020-08-11 03:01:34,504 - mmaction - INFO - Epoch [34][1220/2505] lr: 5.000e-05, eta: 1 day, 9:11:22, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7484, top5_acc: 0.9026, loss_cls: 1.0071, loss: 1.0071, grad_norm: 16.9821 2020-08-11 03:02:11,719 - mmaction - INFO - Epoch [34][1240/2505] lr: 5.000e-05, eta: 1 day, 9:10:42, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7583, top5_acc: 0.8943, loss_cls: 1.0349, loss: 1.0349, grad_norm: 16.7388 2020-08-11 03:02:49,043 - mmaction - INFO - Epoch [34][1260/2505] lr: 5.000e-05, eta: 1 day, 9:10:02, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7385, top5_acc: 0.8948, loss_cls: 1.0676, loss: 1.0676, grad_norm: 17.2901 2020-08-11 03:03:26,379 - mmaction - INFO - Epoch [34][1280/2505] lr: 5.000e-05, eta: 1 day, 9:09:22, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7474, top5_acc: 0.8995, loss_cls: 1.0146, loss: 1.0146, grad_norm: 17.0985 2020-08-11 03:04:03,785 - mmaction - INFO - Epoch [34][1300/2505] lr: 5.000e-05, eta: 1 day, 9:08:42, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7422, top5_acc: 0.8943, loss_cls: 1.0557, loss: 1.0557, grad_norm: 17.2061 2020-08-11 03:04:40,972 - mmaction - INFO - Epoch [34][1320/2505] lr: 5.000e-05, eta: 1 day, 9:08:02, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7339, top5_acc: 0.8911, loss_cls: 1.0592, loss: 1.0592, grad_norm: 16.8785 2020-08-11 03:05:19,140 - mmaction - INFO - Epoch [34][1340/2505] lr: 5.000e-05, eta: 1 day, 9:07:22, time: 1.908, data_time: 0.001, memory: 8521, top1_acc: 0.7516, top5_acc: 0.8974, loss_cls: 1.0106, loss: 1.0106, grad_norm: 17.1147 2020-08-11 03:05:56,401 - mmaction - INFO - Epoch [34][1360/2505] lr: 5.000e-05, eta: 1 day, 9:06:42, time: 1.864, data_time: 0.002, memory: 8521, top1_acc: 0.7464, top5_acc: 0.8927, loss_cls: 1.0271, loss: 1.0271, grad_norm: 17.2029 2020-08-11 03:06:33,721 - mmaction - INFO - Epoch [34][1380/2505] lr: 5.000e-05, eta: 1 day, 9:06:02, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7401, top5_acc: 0.8896, loss_cls: 1.0562, loss: 1.0562, grad_norm: 16.7274 2020-08-11 03:07:10,963 - mmaction - INFO - Epoch [34][1400/2505] lr: 5.000e-05, eta: 1 day, 9:05:22, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7391, top5_acc: 0.9005, loss_cls: 1.0624, loss: 1.0624, grad_norm: 17.1847 2020-08-11 03:07:48,123 - mmaction - INFO - Epoch [34][1420/2505] lr: 5.000e-05, eta: 1 day, 9:04:42, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7203, top5_acc: 0.8771, loss_cls: 1.1403, loss: 1.1403, grad_norm: 17.8460 2020-08-11 03:08:25,431 - mmaction - INFO - Epoch [34][1440/2505] lr: 5.000e-05, eta: 1 day, 9:04:01, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7323, top5_acc: 0.8932, loss_cls: 1.0625, loss: 1.0625, grad_norm: 16.9494 2020-08-11 03:09:02,603 - mmaction - INFO - Epoch [34][1460/2505] lr: 5.000e-05, eta: 1 day, 9:03:21, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7479, top5_acc: 0.8995, loss_cls: 1.0439, loss: 1.0439, grad_norm: 17.1533 2020-08-11 03:09:39,828 - mmaction - INFO - Epoch [34][1480/2505] lr: 5.000e-05, eta: 1 day, 9:02:41, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7432, top5_acc: 0.8927, loss_cls: 1.0414, loss: 1.0414, grad_norm: 16.6520 2020-08-11 03:10:17,707 - mmaction - INFO - Epoch [34][1500/2505] lr: 5.000e-05, eta: 1 day, 9:02:01, time: 1.893, data_time: 0.001, memory: 8521, top1_acc: 0.7401, top5_acc: 0.8875, loss_cls: 1.0829, loss: 1.0829, grad_norm: 17.0832 2020-08-11 03:10:54,955 - mmaction - INFO - Epoch [34][1520/2505] lr: 5.000e-05, eta: 1 day, 9:01:21, time: 1.864, data_time: 0.004, memory: 8521, top1_acc: 0.7448, top5_acc: 0.9000, loss_cls: 1.0236, loss: 1.0236, grad_norm: 17.1282 2020-08-11 03:11:32,154 - mmaction - INFO - Epoch [34][1540/2505] lr: 5.000e-05, eta: 1 day, 9:00:41, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7448, top5_acc: 0.8870, loss_cls: 1.0858, loss: 1.0858, grad_norm: 17.2171 2020-08-11 03:12:09,520 - mmaction - INFO - Epoch [34][1560/2505] lr: 5.000e-05, eta: 1 day, 9:00:01, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7453, top5_acc: 0.8906, loss_cls: 1.0294, loss: 1.0294, grad_norm: 16.5151 2020-08-11 03:12:46,771 - mmaction - INFO - Epoch [34][1580/2505] lr: 5.000e-05, eta: 1 day, 8:59:21, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7229, top5_acc: 0.8865, loss_cls: 1.1159, loss: 1.1159, grad_norm: 17.3333 2020-08-11 03:13:23,967 - mmaction - INFO - Epoch [34][1600/2505] lr: 5.000e-05, eta: 1 day, 8:58:41, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7427, top5_acc: 0.8896, loss_cls: 1.0256, loss: 1.0256, grad_norm: 16.9129 2020-08-11 03:14:01,157 - mmaction - INFO - Epoch [34][1620/2505] lr: 5.000e-05, eta: 1 day, 8:58:01, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7620, top5_acc: 0.8953, loss_cls: 0.9977, loss: 0.9977, grad_norm: 16.8751 2020-08-11 03:14:38,271 - mmaction - INFO - Epoch [34][1640/2505] lr: 5.000e-05, eta: 1 day, 8:57:21, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7437, top5_acc: 0.8875, loss_cls: 1.0447, loss: 1.0447, grad_norm: 17.3779 2020-08-11 03:15:15,606 - mmaction - INFO - Epoch [34][1660/2505] lr: 5.000e-05, eta: 1 day, 8:56:41, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7635, top5_acc: 0.8964, loss_cls: 0.9932, loss: 0.9932, grad_norm: 16.2646 2020-08-11 03:15:53,023 - mmaction - INFO - Epoch [34][1680/2505] lr: 5.000e-05, eta: 1 day, 8:56:01, time: 1.871, data_time: 0.003, memory: 8521, top1_acc: 0.7505, top5_acc: 0.8932, loss_cls: 1.0331, loss: 1.0331, grad_norm: 17.6684 2020-08-11 03:16:30,229 - mmaction - INFO - Epoch [34][1700/2505] lr: 5.000e-05, eta: 1 day, 8:55:20, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7609, top5_acc: 0.8958, loss_cls: 1.0011, loss: 1.0011, grad_norm: 17.0699 2020-08-11 03:17:07,409 - mmaction - INFO - Epoch [34][1720/2505] lr: 5.000e-05, eta: 1 day, 8:54:40, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7161, top5_acc: 0.8839, loss_cls: 1.1419, loss: 1.1419, grad_norm: 18.0826 2020-08-11 03:17:44,634 - mmaction - INFO - Epoch [34][1740/2505] lr: 5.000e-05, eta: 1 day, 8:54:00, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7307, top5_acc: 0.8828, loss_cls: 1.0899, loss: 1.0899, grad_norm: 17.5936 2020-08-11 03:18:21,822 - mmaction - INFO - Epoch [34][1760/2505] lr: 5.000e-05, eta: 1 day, 8:53:20, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7526, top5_acc: 0.9005, loss_cls: 1.0270, loss: 1.0270, grad_norm: 17.2093 2020-08-11 03:18:58,927 - mmaction - INFO - Epoch [34][1780/2505] lr: 5.000e-05, eta: 1 day, 8:52:40, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7505, top5_acc: 0.9021, loss_cls: 0.9786, loss: 0.9786, grad_norm: 16.4151 2020-08-11 03:19:36,330 - mmaction - INFO - Epoch [34][1800/2505] lr: 5.000e-05, eta: 1 day, 8:52:00, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7349, top5_acc: 0.8844, loss_cls: 1.0866, loss: 1.0866, grad_norm: 17.1901 2020-08-11 03:20:13,541 - mmaction - INFO - Epoch [34][1820/2505] lr: 5.000e-05, eta: 1 day, 8:51:20, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7401, top5_acc: 0.8906, loss_cls: 1.0394, loss: 1.0394, grad_norm: 17.1826 2020-08-11 03:20:50,900 - mmaction - INFO - Epoch [34][1840/2505] lr: 5.000e-05, eta: 1 day, 8:50:40, time: 1.868, data_time: 0.002, memory: 8521, top1_acc: 0.7438, top5_acc: 0.8922, loss_cls: 1.0371, loss: 1.0371, grad_norm: 17.0228 2020-08-11 03:21:28,096 - mmaction - INFO - Epoch [34][1860/2505] lr: 5.000e-05, eta: 1 day, 8:50:00, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7318, top5_acc: 0.8859, loss_cls: 1.0966, loss: 1.0966, grad_norm: 18.0024 2020-08-11 03:22:05,346 - mmaction - INFO - Epoch [34][1880/2505] lr: 5.000e-05, eta: 1 day, 8:49:19, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7224, top5_acc: 0.8740, loss_cls: 1.1431, loss: 1.1431, grad_norm: 17.6806 2020-08-11 03:22:42,459 - mmaction - INFO - Epoch [34][1900/2505] lr: 5.000e-05, eta: 1 day, 8:48:39, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7464, top5_acc: 0.8917, loss_cls: 1.0302, loss: 1.0302, grad_norm: 16.6378 2020-08-11 03:23:19,946 - mmaction - INFO - Epoch [34][1920/2505] lr: 5.000e-05, eta: 1 day, 8:47:59, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.7510, top5_acc: 0.8984, loss_cls: 1.0233, loss: 1.0233, grad_norm: 17.4848 2020-08-11 03:23:57,403 - mmaction - INFO - Epoch [34][1940/2505] lr: 5.000e-05, eta: 1 day, 8:47:19, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.7344, top5_acc: 0.8792, loss_cls: 1.1003, loss: 1.1003, grad_norm: 16.9897 2020-08-11 03:24:34,882 - mmaction - INFO - Epoch [34][1960/2505] lr: 5.000e-05, eta: 1 day, 8:46:39, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.7542, top5_acc: 0.8927, loss_cls: 1.0349, loss: 1.0349, grad_norm: 16.7110 2020-08-11 03:25:12,216 - mmaction - INFO - Epoch [34][1980/2505] lr: 5.000e-05, eta: 1 day, 8:45:59, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7437, top5_acc: 0.8927, loss_cls: 1.0446, loss: 1.0446, grad_norm: 17.0372 2020-08-11 03:25:49,688 - mmaction - INFO - Epoch [34][2000/2505] lr: 5.000e-05, eta: 1 day, 8:45:20, time: 1.874, data_time: 0.002, memory: 8521, top1_acc: 0.7620, top5_acc: 0.9016, loss_cls: 0.9694, loss: 0.9694, grad_norm: 16.9162 2020-08-11 03:26:26,867 - mmaction - INFO - Epoch [34][2020/2505] lr: 5.000e-05, eta: 1 day, 8:44:39, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7484, top5_acc: 0.8948, loss_cls: 1.0250, loss: 1.0250, grad_norm: 17.1168 2020-08-11 03:27:04,243 - mmaction - INFO - Epoch [34][2040/2505] lr: 5.000e-05, eta: 1 day, 8:43:59, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.7453, top5_acc: 0.9068, loss_cls: 1.0235, loss: 1.0235, grad_norm: 17.7942 2020-08-11 03:27:41,547 - mmaction - INFO - Epoch [34][2060/2505] lr: 5.000e-05, eta: 1 day, 8:43:19, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7578, top5_acc: 0.8995, loss_cls: 1.0206, loss: 1.0206, grad_norm: 16.9632 2020-08-11 03:28:18,856 - mmaction - INFO - Epoch [34][2080/2505] lr: 5.000e-05, eta: 1 day, 8:42:39, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7370, top5_acc: 0.8885, loss_cls: 1.0699, loss: 1.0699, grad_norm: 17.8099 2020-08-11 03:28:56,118 - mmaction - INFO - Epoch [34][2100/2505] lr: 5.000e-05, eta: 1 day, 8:41:59, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7349, top5_acc: 0.8896, loss_cls: 1.0548, loss: 1.0548, grad_norm: 17.4250 2020-08-11 03:29:33,365 - mmaction - INFO - Epoch [34][2120/2505] lr: 5.000e-05, eta: 1 day, 8:41:19, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7490, top5_acc: 0.8844, loss_cls: 1.0582, loss: 1.0582, grad_norm: 16.8635 2020-08-11 03:30:10,711 - mmaction - INFO - Epoch [34][2140/2505] lr: 5.000e-05, eta: 1 day, 8:40:39, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7427, top5_acc: 0.8797, loss_cls: 1.1004, loss: 1.1004, grad_norm: 17.7782 2020-08-11 03:30:48,008 - mmaction - INFO - Epoch [34][2160/2505] lr: 5.000e-05, eta: 1 day, 8:39:59, time: 1.865, data_time: 0.002, memory: 8521, top1_acc: 0.7536, top5_acc: 0.8885, loss_cls: 1.0413, loss: 1.0413, grad_norm: 17.1284 2020-08-11 03:31:25,400 - mmaction - INFO - Epoch [34][2180/2505] lr: 5.000e-05, eta: 1 day, 8:39:19, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7391, top5_acc: 0.8854, loss_cls: 1.0906, loss: 1.0906, grad_norm: 16.9199 2020-08-11 03:32:02,556 - mmaction - INFO - Epoch [34][2200/2505] lr: 5.000e-05, eta: 1 day, 8:38:39, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7531, top5_acc: 0.9026, loss_cls: 1.0004, loss: 1.0004, grad_norm: 17.2813 2020-08-11 03:32:39,699 - mmaction - INFO - Epoch [34][2220/2505] lr: 5.000e-05, eta: 1 day, 8:37:59, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7307, top5_acc: 0.8865, loss_cls: 1.1156, loss: 1.1156, grad_norm: 18.1793 2020-08-11 03:33:16,907 - mmaction - INFO - Epoch [34][2240/2505] lr: 5.000e-05, eta: 1 day, 8:37:19, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7406, top5_acc: 0.8885, loss_cls: 1.0469, loss: 1.0469, grad_norm: 16.9574 2020-08-11 03:33:54,095 - mmaction - INFO - Epoch [34][2260/2505] lr: 5.000e-05, eta: 1 day, 8:36:39, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7500, top5_acc: 0.8917, loss_cls: 1.0449, loss: 1.0449, grad_norm: 17.2142 2020-08-11 03:34:31,376 - mmaction - INFO - Epoch [34][2280/2505] lr: 5.000e-05, eta: 1 day, 8:35:59, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7411, top5_acc: 0.8802, loss_cls: 1.0977, loss: 1.0977, grad_norm: 17.5290 2020-08-11 03:35:08,572 - mmaction - INFO - Epoch [34][2300/2505] lr: 5.000e-05, eta: 1 day, 8:35:18, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7667, top5_acc: 0.8896, loss_cls: 1.0001, loss: 1.0001, grad_norm: 16.1783 2020-08-11 03:35:45,909 - mmaction - INFO - Epoch [34][2320/2505] lr: 5.000e-05, eta: 1 day, 8:34:38, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7427, top5_acc: 0.8984, loss_cls: 1.0047, loss: 1.0047, grad_norm: 17.7946 2020-08-11 03:36:23,157 - mmaction - INFO - Epoch [34][2340/2505] lr: 5.000e-05, eta: 1 day, 8:33:58, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7510, top5_acc: 0.9026, loss_cls: 0.9980, loss: 0.9980, grad_norm: 17.2191 2020-08-11 03:37:00,412 - mmaction - INFO - Epoch [34][2360/2505] lr: 5.000e-05, eta: 1 day, 8:33:18, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7370, top5_acc: 0.8859, loss_cls: 1.0537, loss: 1.0537, grad_norm: 17.2926 2020-08-11 03:37:37,650 - mmaction - INFO - Epoch [34][2380/2505] lr: 5.000e-05, eta: 1 day, 8:32:38, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7422, top5_acc: 0.8958, loss_cls: 1.0242, loss: 1.0242, grad_norm: 17.0580 2020-08-11 03:38:14,794 - mmaction - INFO - Epoch [34][2400/2505] lr: 5.000e-05, eta: 1 day, 8:31:58, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7448, top5_acc: 0.8813, loss_cls: 1.0664, loss: 1.0664, grad_norm: 17.0621 2020-08-11 03:38:51,948 - mmaction - INFO - Epoch [34][2420/2505] lr: 5.000e-05, eta: 1 day, 8:31:18, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7578, top5_acc: 0.9052, loss_cls: 0.9440, loss: 0.9440, grad_norm: 16.8669 2020-08-11 03:39:29,158 - mmaction - INFO - Epoch [34][2440/2505] lr: 5.000e-05, eta: 1 day, 8:30:38, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7531, top5_acc: 0.8964, loss_cls: 1.0424, loss: 1.0424, grad_norm: 17.6018 2020-08-11 03:40:06,343 - mmaction - INFO - Epoch [34][2460/2505] lr: 5.000e-05, eta: 1 day, 8:29:58, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7344, top5_acc: 0.8932, loss_cls: 1.0779, loss: 1.0779, grad_norm: 17.4049 2020-08-11 03:40:43,610 - mmaction - INFO - Epoch [34][2480/2505] lr: 5.000e-05, eta: 1 day, 8:29:18, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7583, top5_acc: 0.8948, loss_cls: 1.0140, loss: 1.0140, grad_norm: 16.8128 2020-08-11 03:41:20,757 - mmaction - INFO - Epoch [34][2500/2505] lr: 5.000e-05, eta: 1 day, 8:28:38, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7484, top5_acc: 0.8854, loss_cls: 1.0571, loss: 1.0571, grad_norm: 17.1534 2020-08-11 03:41:38,390 - mmaction - INFO - Saving checkpoint at 34 epochs 2020-08-11 03:43:24,727 - mmaction - INFO - Epoch [35][20/2505] lr: 5.000e-05, eta: 1 day, 8:28:28, time: 5.216, data_time: 3.240, memory: 8521, top1_acc: 0.7510, top5_acc: 0.8979, loss_cls: 1.0292, loss: 1.0292, grad_norm: 16.6217 2020-08-11 03:44:02,565 - mmaction - INFO - Epoch [35][40/2505] lr: 5.000e-05, eta: 1 day, 8:27:49, time: 1.892, data_time: 0.010, memory: 8521, top1_acc: 0.7521, top5_acc: 0.8917, loss_cls: 1.0387, loss: 1.0387, grad_norm: 17.2048 2020-08-11 03:44:40,192 - mmaction - INFO - Epoch [35][60/2505] lr: 5.000e-05, eta: 1 day, 8:27:09, time: 1.881, data_time: 0.001, memory: 8521, top1_acc: 0.7474, top5_acc: 0.8896, loss_cls: 1.0383, loss: 1.0383, grad_norm: 17.5209 2020-08-11 03:45:18,576 - mmaction - INFO - Epoch [35][80/2505] lr: 5.000e-05, eta: 1 day, 8:26:30, time: 1.919, data_time: 0.001, memory: 8521, top1_acc: 0.7469, top5_acc: 0.8938, loss_cls: 1.0239, loss: 1.0239, grad_norm: 16.8510 2020-08-11 03:45:56,305 - mmaction - INFO - Epoch [35][100/2505] lr: 5.000e-05, eta: 1 day, 8:25:50, time: 1.886, data_time: 0.007, memory: 8521, top1_acc: 0.7417, top5_acc: 0.8943, loss_cls: 1.0391, loss: 1.0391, grad_norm: 17.1968 2020-08-11 03:46:33,860 - mmaction - INFO - Epoch [35][120/2505] lr: 5.000e-05, eta: 1 day, 8:25:10, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.7464, top5_acc: 0.8974, loss_cls: 1.0236, loss: 1.0236, grad_norm: 17.7438 2020-08-11 03:47:11,461 - mmaction - INFO - Epoch [35][140/2505] lr: 5.000e-05, eta: 1 day, 8:24:30, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.7396, top5_acc: 0.8922, loss_cls: 1.0553, loss: 1.0553, grad_norm: 17.6261 2020-08-11 03:47:49,013 - mmaction - INFO - Epoch [35][160/2505] lr: 5.000e-05, eta: 1 day, 8:23:50, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.7536, top5_acc: 0.9047, loss_cls: 0.9892, loss: 0.9892, grad_norm: 17.1233 2020-08-11 03:48:26,589 - mmaction - INFO - Epoch [35][180/2505] lr: 5.000e-05, eta: 1 day, 8:23:11, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.7406, top5_acc: 0.8927, loss_cls: 1.0514, loss: 1.0514, grad_norm: 17.2841 2020-08-11 03:49:04,175 - mmaction - INFO - Epoch [35][200/2505] lr: 5.000e-05, eta: 1 day, 8:22:31, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.7453, top5_acc: 0.8990, loss_cls: 1.0192, loss: 1.0192, grad_norm: 16.9007 2020-08-11 03:49:41,668 - mmaction - INFO - Epoch [35][220/2505] lr: 5.000e-05, eta: 1 day, 8:21:51, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.7375, top5_acc: 0.8917, loss_cls: 1.0410, loss: 1.0410, grad_norm: 17.6372 2020-08-11 03:50:19,198 - mmaction - INFO - Epoch [35][240/2505] lr: 5.000e-05, eta: 1 day, 8:21:11, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.7698, top5_acc: 0.9083, loss_cls: 0.9095, loss: 0.9095, grad_norm: 16.2131 2020-08-11 03:50:56,765 - mmaction - INFO - Epoch [35][260/2505] lr: 5.000e-05, eta: 1 day, 8:20:31, time: 1.878, data_time: 0.002, memory: 8521, top1_acc: 0.7391, top5_acc: 0.8974, loss_cls: 1.0246, loss: 1.0246, grad_norm: 17.6827 2020-08-11 03:51:34,391 - mmaction - INFO - Epoch [35][280/2505] lr: 5.000e-05, eta: 1 day, 8:19:51, time: 1.881, data_time: 0.001, memory: 8521, top1_acc: 0.7359, top5_acc: 0.8937, loss_cls: 1.0541, loss: 1.0541, grad_norm: 17.8705 2020-08-11 03:52:11,661 - mmaction - INFO - Epoch [35][300/2505] lr: 5.000e-05, eta: 1 day, 8:19:11, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7458, top5_acc: 0.8974, loss_cls: 1.0215, loss: 1.0215, grad_norm: 17.5977 2020-08-11 03:52:48,885 - mmaction - INFO - Epoch [35][320/2505] lr: 5.000e-05, eta: 1 day, 8:18:31, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7443, top5_acc: 0.8937, loss_cls: 1.0479, loss: 1.0479, grad_norm: 18.2670 2020-08-11 03:53:26,205 - mmaction - INFO - Epoch [35][340/2505] lr: 5.000e-05, eta: 1 day, 8:17:51, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7536, top5_acc: 0.9125, loss_cls: 0.9880, loss: 0.9880, grad_norm: 17.3836 2020-08-11 03:54:03,504 - mmaction - INFO - Epoch [35][360/2505] lr: 5.000e-05, eta: 1 day, 8:17:11, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7401, top5_acc: 0.8948, loss_cls: 1.0519, loss: 1.0519, grad_norm: 17.7033 2020-08-11 03:54:40,849 - mmaction - INFO - Epoch [35][380/2505] lr: 5.000e-05, eta: 1 day, 8:16:31, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7437, top5_acc: 0.8927, loss_cls: 1.0397, loss: 1.0397, grad_norm: 17.4638 2020-08-11 03:55:18,355 - mmaction - INFO - Epoch [35][400/2505] lr: 5.000e-05, eta: 1 day, 8:15:51, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.7620, top5_acc: 0.9036, loss_cls: 0.9689, loss: 0.9689, grad_norm: 16.9198 2020-08-11 03:55:55,749 - mmaction - INFO - Epoch [35][420/2505] lr: 5.000e-05, eta: 1 day, 8:15:11, time: 1.870, data_time: 0.003, memory: 8521, top1_acc: 0.7474, top5_acc: 0.9016, loss_cls: 1.0045, loss: 1.0045, grad_norm: 17.7102 2020-08-11 03:56:33,196 - mmaction - INFO - Epoch [35][440/2505] lr: 5.000e-05, eta: 1 day, 8:14:31, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.7484, top5_acc: 0.8969, loss_cls: 1.0271, loss: 1.0271, grad_norm: 17.1709 2020-08-11 03:57:10,461 - mmaction - INFO - Epoch [35][460/2505] lr: 5.000e-05, eta: 1 day, 8:13:51, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7396, top5_acc: 0.8911, loss_cls: 1.0511, loss: 1.0511, grad_norm: 17.7403 2020-08-11 03:57:47,808 - mmaction - INFO - Epoch [35][480/2505] lr: 5.000e-05, eta: 1 day, 8:13:11, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7469, top5_acc: 0.8911, loss_cls: 1.0536, loss: 1.0536, grad_norm: 17.0156 2020-08-11 03:58:25,037 - mmaction - INFO - Epoch [35][500/2505] lr: 5.000e-05, eta: 1 day, 8:12:31, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7474, top5_acc: 0.9078, loss_cls: 0.9969, loss: 0.9969, grad_norm: 16.7893 2020-08-11 03:59:02,442 - mmaction - INFO - Epoch [35][520/2505] lr: 5.000e-05, eta: 1 day, 8:11:51, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7583, top5_acc: 0.9083, loss_cls: 0.9592, loss: 0.9592, grad_norm: 17.5586 2020-08-11 03:59:39,789 - mmaction - INFO - Epoch [35][540/2505] lr: 5.000e-05, eta: 1 day, 8:11:12, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7479, top5_acc: 0.8990, loss_cls: 1.0339, loss: 1.0339, grad_norm: 17.5538 2020-08-11 04:00:19,554 - mmaction - INFO - Epoch [35][560/2505] lr: 5.000e-05, eta: 1 day, 8:10:33, time: 1.988, data_time: 0.003, memory: 8521, top1_acc: 0.7427, top5_acc: 0.8875, loss_cls: 1.0634, loss: 1.0634, grad_norm: 17.2116 2020-08-11 04:00:56,889 - mmaction - INFO - Epoch [35][580/2505] lr: 5.000e-05, eta: 1 day, 8:09:53, time: 1.867, data_time: 0.011, memory: 8521, top1_acc: 0.7609, top5_acc: 0.9036, loss_cls: 0.9520, loss: 0.9520, grad_norm: 16.3765 2020-08-11 04:01:34,199 - mmaction - INFO - Epoch [35][600/2505] lr: 5.000e-05, eta: 1 day, 8:09:13, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7609, top5_acc: 0.8948, loss_cls: 1.0075, loss: 1.0075, grad_norm: 17.1981 2020-08-11 04:02:11,423 - mmaction - INFO - Epoch [35][620/2505] lr: 5.000e-05, eta: 1 day, 8:08:33, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7557, top5_acc: 0.9057, loss_cls: 0.9712, loss: 0.9712, grad_norm: 16.4297 2020-08-11 04:02:48,772 - mmaction - INFO - Epoch [35][640/2505] lr: 5.000e-05, eta: 1 day, 8:07:53, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7661, top5_acc: 0.9109, loss_cls: 0.9581, loss: 0.9581, grad_norm: 17.4763 2020-08-11 04:03:26,106 - mmaction - INFO - Epoch [35][660/2505] lr: 5.000e-05, eta: 1 day, 8:07:13, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7443, top5_acc: 0.8922, loss_cls: 1.0251, loss: 1.0251, grad_norm: 17.7984 2020-08-11 04:04:03,389 - mmaction - INFO - Epoch [35][680/2505] lr: 5.000e-05, eta: 1 day, 8:06:33, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7526, top5_acc: 0.8922, loss_cls: 1.0335, loss: 1.0335, grad_norm: 17.3819 2020-08-11 04:04:40,645 - mmaction - INFO - Epoch [35][700/2505] lr: 5.000e-05, eta: 1 day, 8:05:53, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7286, top5_acc: 0.8917, loss_cls: 1.0823, loss: 1.0823, grad_norm: 17.4084 2020-08-11 04:05:19,546 - mmaction - INFO - Epoch [35][720/2505] lr: 5.000e-05, eta: 1 day, 8:05:14, time: 1.944, data_time: 0.001, memory: 8521, top1_acc: 0.7469, top5_acc: 0.9005, loss_cls: 1.0297, loss: 1.0297, grad_norm: 16.9214 2020-08-11 04:05:56,827 - mmaction - INFO - Epoch [35][740/2505] lr: 5.000e-05, eta: 1 day, 8:04:34, time: 1.865, data_time: 0.005, memory: 8521, top1_acc: 0.7651, top5_acc: 0.8979, loss_cls: 1.0035, loss: 1.0035, grad_norm: 16.6604 2020-08-11 04:06:34,074 - mmaction - INFO - Epoch [35][760/2505] lr: 5.000e-05, eta: 1 day, 8:03:54, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7521, top5_acc: 0.8875, loss_cls: 1.0238, loss: 1.0238, grad_norm: 17.3009 2020-08-11 04:07:11,170 - mmaction - INFO - Epoch [35][780/2505] lr: 5.000e-05, eta: 1 day, 8:03:14, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7484, top5_acc: 0.9068, loss_cls: 1.0132, loss: 1.0132, grad_norm: 17.0043 2020-08-11 04:07:48,583 - mmaction - INFO - Epoch [35][800/2505] lr: 5.000e-05, eta: 1 day, 8:02:34, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.7344, top5_acc: 0.8896, loss_cls: 1.0885, loss: 1.0885, grad_norm: 17.8326 2020-08-11 04:08:25,882 - mmaction - INFO - Epoch [35][820/2505] lr: 5.000e-05, eta: 1 day, 8:01:54, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7589, top5_acc: 0.8979, loss_cls: 0.9797, loss: 0.9797, grad_norm: 16.6724 2020-08-11 04:09:03,036 - mmaction - INFO - Epoch [35][840/2505] lr: 5.000e-05, eta: 1 day, 8:01:14, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7505, top5_acc: 0.9010, loss_cls: 0.9904, loss: 0.9904, grad_norm: 17.1193 2020-08-11 04:09:40,273 - mmaction - INFO - Epoch [35][860/2505] lr: 5.000e-05, eta: 1 day, 8:00:34, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7484, top5_acc: 0.8906, loss_cls: 1.0176, loss: 1.0176, grad_norm: 17.8547 2020-08-11 04:10:17,545 - mmaction - INFO - Epoch [35][880/2505] lr: 5.000e-05, eta: 1 day, 7:59:54, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7380, top5_acc: 0.8896, loss_cls: 1.0805, loss: 1.0805, grad_norm: 17.7136 2020-08-11 04:10:55,327 - mmaction - INFO - Epoch [35][900/2505] lr: 5.000e-05, eta: 1 day, 7:59:14, time: 1.889, data_time: 0.003, memory: 8521, top1_acc: 0.7563, top5_acc: 0.9026, loss_cls: 0.9830, loss: 0.9830, grad_norm: 16.3647 2020-08-11 04:11:32,538 - mmaction - INFO - Epoch [35][920/2505] lr: 5.000e-05, eta: 1 day, 7:58:34, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7323, top5_acc: 0.8859, loss_cls: 1.0827, loss: 1.0827, grad_norm: 17.5727 2020-08-11 04:12:09,712 - mmaction - INFO - Epoch [35][940/2505] lr: 5.000e-05, eta: 1 day, 7:57:54, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7589, top5_acc: 0.8979, loss_cls: 0.9759, loss: 0.9759, grad_norm: 17.0174 2020-08-11 04:12:46,866 - mmaction - INFO - Epoch [35][960/2505] lr: 5.000e-05, eta: 1 day, 7:57:14, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7411, top5_acc: 0.8906, loss_cls: 1.0495, loss: 1.0495, grad_norm: 17.3787 2020-08-11 04:13:24,147 - mmaction - INFO - Epoch [35][980/2505] lr: 5.000e-05, eta: 1 day, 7:56:34, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7594, top5_acc: 0.9068, loss_cls: 0.9734, loss: 0.9734, grad_norm: 17.0337 2020-08-11 04:14:01,379 - mmaction - INFO - Epoch [35][1000/2505] lr: 5.000e-05, eta: 1 day, 7:55:54, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7417, top5_acc: 0.8849, loss_cls: 1.1013, loss: 1.1013, grad_norm: 17.3829 2020-08-11 04:14:38,598 - mmaction - INFO - Epoch [35][1020/2505] lr: 5.000e-05, eta: 1 day, 7:55:14, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7469, top5_acc: 0.8943, loss_cls: 1.0241, loss: 1.0241, grad_norm: 16.9493 2020-08-11 04:15:15,968 - mmaction - INFO - Epoch [35][1040/2505] lr: 5.000e-05, eta: 1 day, 7:54:34, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.7573, top5_acc: 0.8995, loss_cls: 0.9915, loss: 0.9915, grad_norm: 17.0397 2020-08-11 04:15:53,145 - mmaction - INFO - Epoch [35][1060/2505] lr: 5.000e-05, eta: 1 day, 7:53:54, time: 1.859, data_time: 0.003, memory: 8521, top1_acc: 0.7323, top5_acc: 0.8719, loss_cls: 1.1378, loss: 1.1378, grad_norm: 17.6886 2020-08-11 04:16:30,260 - mmaction - INFO - Epoch [35][1080/2505] lr: 5.000e-05, eta: 1 day, 7:53:14, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7385, top5_acc: 0.8948, loss_cls: 1.0414, loss: 1.0414, grad_norm: 16.9323 2020-08-11 04:17:07,499 - mmaction - INFO - Epoch [35][1100/2505] lr: 5.000e-05, eta: 1 day, 7:52:34, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7484, top5_acc: 0.8927, loss_cls: 1.0492, loss: 1.0492, grad_norm: 17.4414 2020-08-11 04:17:44,720 - mmaction - INFO - Epoch [35][1120/2505] lr: 5.000e-05, eta: 1 day, 7:51:54, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7547, top5_acc: 0.8917, loss_cls: 1.0027, loss: 1.0027, grad_norm: 16.8641 2020-08-11 04:18:21,902 - mmaction - INFO - Epoch [35][1140/2505] lr: 5.000e-05, eta: 1 day, 7:51:14, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7464, top5_acc: 0.8828, loss_cls: 1.0586, loss: 1.0586, grad_norm: 17.1088 2020-08-11 04:18:59,118 - mmaction - INFO - Epoch [35][1160/2505] lr: 5.000e-05, eta: 1 day, 7:50:34, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7547, top5_acc: 0.8891, loss_cls: 0.9975, loss: 0.9975, grad_norm: 16.5893 2020-08-11 04:19:36,281 - mmaction - INFO - Epoch [35][1180/2505] lr: 5.000e-05, eta: 1 day, 7:49:54, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7521, top5_acc: 0.8974, loss_cls: 0.9989, loss: 0.9989, grad_norm: 16.6082 2020-08-11 04:20:13,516 - mmaction - INFO - Epoch [35][1200/2505] lr: 5.000e-05, eta: 1 day, 7:49:14, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7495, top5_acc: 0.8917, loss_cls: 1.0294, loss: 1.0294, grad_norm: 17.1508 2020-08-11 04:20:50,747 - mmaction - INFO - Epoch [35][1220/2505] lr: 5.000e-05, eta: 1 day, 7:48:34, time: 1.862, data_time: 0.002, memory: 8521, top1_acc: 0.7562, top5_acc: 0.8906, loss_cls: 1.0085, loss: 1.0085, grad_norm: 16.2884 2020-08-11 04:21:27,858 - mmaction - INFO - Epoch [35][1240/2505] lr: 5.000e-05, eta: 1 day, 7:47:54, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7516, top5_acc: 0.8896, loss_cls: 1.0828, loss: 1.0828, grad_norm: 17.0895 2020-08-11 04:22:04,994 - mmaction - INFO - Epoch [35][1260/2505] lr: 5.000e-05, eta: 1 day, 7:47:14, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7375, top5_acc: 0.8880, loss_cls: 1.0675, loss: 1.0675, grad_norm: 17.4426 2020-08-11 04:22:42,232 - mmaction - INFO - Epoch [35][1280/2505] lr: 5.000e-05, eta: 1 day, 7:46:34, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7500, top5_acc: 0.8995, loss_cls: 1.0042, loss: 1.0042, grad_norm: 17.2734 2020-08-11 04:23:19,501 - mmaction - INFO - Epoch [35][1300/2505] lr: 5.000e-05, eta: 1 day, 7:45:54, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7604, top5_acc: 0.9010, loss_cls: 0.9763, loss: 0.9763, grad_norm: 17.1598 2020-08-11 04:23:56,727 - mmaction - INFO - Epoch [35][1320/2505] lr: 5.000e-05, eta: 1 day, 7:45:14, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7531, top5_acc: 0.8990, loss_cls: 1.0041, loss: 1.0041, grad_norm: 17.1806 2020-08-11 04:24:33,818 - mmaction - INFO - Epoch [35][1340/2505] lr: 5.000e-05, eta: 1 day, 7:44:34, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.7568, top5_acc: 0.9031, loss_cls: 0.9693, loss: 0.9693, grad_norm: 17.0013 2020-08-11 04:25:11,554 - mmaction - INFO - Epoch [35][1360/2505] lr: 5.000e-05, eta: 1 day, 7:43:54, time: 1.886, data_time: 0.001, memory: 8521, top1_acc: 0.7542, top5_acc: 0.8865, loss_cls: 1.0586, loss: 1.0586, grad_norm: 17.0491 2020-08-11 04:25:48,772 - mmaction - INFO - Epoch [35][1380/2505] lr: 5.000e-05, eta: 1 day, 7:43:14, time: 1.861, data_time: 0.003, memory: 8521, top1_acc: 0.7547, top5_acc: 0.8979, loss_cls: 0.9858, loss: 0.9858, grad_norm: 16.7669 2020-08-11 04:26:25,896 - mmaction - INFO - Epoch [35][1400/2505] lr: 5.000e-05, eta: 1 day, 7:42:34, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7448, top5_acc: 0.8969, loss_cls: 1.0216, loss: 1.0216, grad_norm: 17.9156 2020-08-11 04:27:03,037 - mmaction - INFO - Epoch [35][1420/2505] lr: 5.000e-05, eta: 1 day, 7:41:54, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7385, top5_acc: 0.8979, loss_cls: 1.0426, loss: 1.0426, grad_norm: 17.6867 2020-08-11 04:27:40,258 - mmaction - INFO - Epoch [35][1440/2505] lr: 5.000e-05, eta: 1 day, 7:41:14, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7464, top5_acc: 0.8885, loss_cls: 1.0403, loss: 1.0403, grad_norm: 17.4583 2020-08-11 04:28:17,325 - mmaction - INFO - Epoch [35][1460/2505] lr: 5.000e-05, eta: 1 day, 7:40:34, time: 1.853, data_time: 0.001, memory: 8521, top1_acc: 0.7396, top5_acc: 0.9021, loss_cls: 1.0306, loss: 1.0306, grad_norm: 17.8676 2020-08-11 04:28:54,400 - mmaction - INFO - Epoch [35][1480/2505] lr: 5.000e-05, eta: 1 day, 7:39:54, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.7526, top5_acc: 0.9063, loss_cls: 0.9671, loss: 0.9671, grad_norm: 17.3324 2020-08-11 04:29:31,506 - mmaction - INFO - Epoch [35][1500/2505] lr: 5.000e-05, eta: 1 day, 7:39:14, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7474, top5_acc: 0.8880, loss_cls: 1.0676, loss: 1.0676, grad_norm: 17.7674 2020-08-11 04:30:08,920 - mmaction - INFO - Epoch [35][1520/2505] lr: 5.000e-05, eta: 1 day, 7:38:34, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.7500, top5_acc: 0.8953, loss_cls: 1.0248, loss: 1.0248, grad_norm: 17.3663 2020-08-11 04:30:45,992 - mmaction - INFO - Epoch [35][1540/2505] lr: 5.000e-05, eta: 1 day, 7:37:54, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.7396, top5_acc: 0.8964, loss_cls: 1.0449, loss: 1.0449, grad_norm: 17.3634 2020-08-11 04:31:23,115 - mmaction - INFO - Epoch [35][1560/2505] lr: 5.000e-05, eta: 1 day, 7:37:14, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7443, top5_acc: 0.8943, loss_cls: 1.0254, loss: 1.0254, grad_norm: 16.7799 2020-08-11 04:32:00,327 - mmaction - INFO - Epoch [35][1580/2505] lr: 5.000e-05, eta: 1 day, 7:36:34, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7469, top5_acc: 0.8917, loss_cls: 1.0050, loss: 1.0050, grad_norm: 17.3529 2020-08-11 04:32:37,587 - mmaction - INFO - Epoch [35][1600/2505] lr: 5.000e-05, eta: 1 day, 7:35:54, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7552, top5_acc: 0.8969, loss_cls: 1.0118, loss: 1.0118, grad_norm: 17.3215 2020-08-11 04:33:14,721 - mmaction - INFO - Epoch [35][1620/2505] lr: 5.000e-05, eta: 1 day, 7:35:13, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7453, top5_acc: 0.8875, loss_cls: 1.0394, loss: 1.0394, grad_norm: 17.7388 2020-08-11 04:33:51,877 - mmaction - INFO - Epoch [35][1640/2505] lr: 5.000e-05, eta: 1 day, 7:34:33, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7641, top5_acc: 0.9073, loss_cls: 0.9652, loss: 0.9652, grad_norm: 16.0897 2020-08-11 04:34:29,177 - mmaction - INFO - Epoch [35][1660/2505] lr: 5.000e-05, eta: 1 day, 7:33:54, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7620, top5_acc: 0.9078, loss_cls: 0.9549, loss: 0.9549, grad_norm: 16.4124 2020-08-11 04:35:06,295 - mmaction - INFO - Epoch [35][1680/2505] lr: 5.000e-05, eta: 1 day, 7:33:13, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7495, top5_acc: 0.8891, loss_cls: 1.0466, loss: 1.0466, grad_norm: 17.7718 2020-08-11 04:35:43,570 - mmaction - INFO - Epoch [35][1700/2505] lr: 5.000e-05, eta: 1 day, 7:32:34, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7661, top5_acc: 0.9083, loss_cls: 0.9354, loss: 0.9354, grad_norm: 16.8482 2020-08-11 04:36:20,828 - mmaction - INFO - Epoch [35][1720/2505] lr: 5.000e-05, eta: 1 day, 7:31:54, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7563, top5_acc: 0.8943, loss_cls: 1.0171, loss: 1.0171, grad_norm: 17.2472 2020-08-11 04:36:58,032 - mmaction - INFO - Epoch [35][1740/2505] lr: 5.000e-05, eta: 1 day, 7:31:14, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7469, top5_acc: 0.8984, loss_cls: 1.0279, loss: 1.0279, grad_norm: 17.9538 2020-08-11 04:37:35,264 - mmaction - INFO - Epoch [35][1760/2505] lr: 5.000e-05, eta: 1 day, 7:30:34, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7609, top5_acc: 0.8938, loss_cls: 0.9868, loss: 0.9868, grad_norm: 17.1452 2020-08-11 04:38:12,427 - mmaction - INFO - Epoch [35][1780/2505] lr: 5.000e-05, eta: 1 day, 7:29:54, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7536, top5_acc: 0.8969, loss_cls: 1.0200, loss: 1.0200, grad_norm: 17.2127 2020-08-11 04:38:49,670 - mmaction - INFO - Epoch [35][1800/2505] lr: 5.000e-05, eta: 1 day, 7:29:14, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7464, top5_acc: 0.8953, loss_cls: 1.0189, loss: 1.0189, grad_norm: 17.5277 2020-08-11 04:40:22,408 - mmaction - INFO - Epoch [35][1820/2505] lr: 5.000e-05, eta: 1 day, 7:29:11, time: 4.637, data_time: 0.001, memory: 8521, top1_acc: 0.7609, top5_acc: 0.9005, loss_cls: 0.9990, loss: 0.9990, grad_norm: 17.6175 2020-08-11 04:40:59,704 - mmaction - INFO - Epoch [35][1840/2505] lr: 5.000e-05, eta: 1 day, 7:28:31, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7641, top5_acc: 0.8979, loss_cls: 0.9821, loss: 0.9821, grad_norm: 16.9761 2020-08-11 04:41:36,980 - mmaction - INFO - Epoch [35][1860/2505] lr: 5.000e-05, eta: 1 day, 7:27:51, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7578, top5_acc: 0.8984, loss_cls: 1.0011, loss: 1.0011, grad_norm: 16.9875 2020-08-11 04:42:14,187 - mmaction - INFO - Epoch [35][1880/2505] lr: 5.000e-05, eta: 1 day, 7:27:11, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7609, top5_acc: 0.9016, loss_cls: 0.9740, loss: 0.9740, grad_norm: 16.3506 2020-08-11 04:42:51,466 - mmaction - INFO - Epoch [35][1900/2505] lr: 5.000e-05, eta: 1 day, 7:26:31, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7724, top5_acc: 0.9057, loss_cls: 0.9547, loss: 0.9547, grad_norm: 16.9108 2020-08-11 04:43:28,699 - mmaction - INFO - Epoch [35][1920/2505] lr: 5.000e-05, eta: 1 day, 7:25:51, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7443, top5_acc: 0.8896, loss_cls: 1.0778, loss: 1.0778, grad_norm: 17.7594 2020-08-11 04:44:05,896 - mmaction - INFO - Epoch [35][1940/2505] lr: 5.000e-05, eta: 1 day, 7:25:11, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7604, top5_acc: 0.9078, loss_cls: 0.9570, loss: 0.9570, grad_norm: 16.9114 2020-08-11 04:44:43,113 - mmaction - INFO - Epoch [35][1960/2505] lr: 5.000e-05, eta: 1 day, 7:24:31, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7339, top5_acc: 0.8839, loss_cls: 1.1023, loss: 1.1023, grad_norm: 17.8728 2020-08-11 04:45:20,257 - mmaction - INFO - Epoch [35][1980/2505] lr: 5.000e-05, eta: 1 day, 7:23:51, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7516, top5_acc: 0.8974, loss_cls: 1.0192, loss: 1.0192, grad_norm: 17.2290 2020-08-11 04:45:57,409 - mmaction - INFO - Epoch [35][2000/2505] lr: 5.000e-05, eta: 1 day, 7:23:11, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7682, top5_acc: 0.9047, loss_cls: 0.9544, loss: 0.9544, grad_norm: 16.3571 2020-08-11 04:46:34,621 - mmaction - INFO - Epoch [35][2020/2505] lr: 5.000e-05, eta: 1 day, 7:22:31, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7469, top5_acc: 0.9026, loss_cls: 1.0124, loss: 1.0124, grad_norm: 17.4656 2020-08-11 04:47:11,838 - mmaction - INFO - Epoch [35][2040/2505] lr: 5.000e-05, eta: 1 day, 7:21:51, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7464, top5_acc: 0.8917, loss_cls: 1.0359, loss: 1.0359, grad_norm: 18.0199 2020-08-11 04:47:48,957 - mmaction - INFO - Epoch [35][2060/2505] lr: 5.000e-05, eta: 1 day, 7:21:11, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7583, top5_acc: 0.9036, loss_cls: 0.9857, loss: 0.9857, grad_norm: 16.7159 2020-08-11 04:48:26,154 - mmaction - INFO - Epoch [35][2080/2505] lr: 5.000e-05, eta: 1 day, 7:20:31, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7516, top5_acc: 0.8927, loss_cls: 1.0473, loss: 1.0473, grad_norm: 17.5224 2020-08-11 04:49:03,419 - mmaction - INFO - Epoch [35][2100/2505] lr: 5.000e-05, eta: 1 day, 7:19:51, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7464, top5_acc: 0.8969, loss_cls: 1.0017, loss: 1.0017, grad_norm: 17.0337 2020-08-11 04:49:40,683 - mmaction - INFO - Epoch [35][2120/2505] lr: 5.000e-05, eta: 1 day, 7:19:11, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7443, top5_acc: 0.8995, loss_cls: 1.0200, loss: 1.0200, grad_norm: 17.4495 2020-08-11 04:50:17,884 - mmaction - INFO - Epoch [35][2140/2505] lr: 5.000e-05, eta: 1 day, 7:18:31, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7677, top5_acc: 0.9063, loss_cls: 0.9577, loss: 0.9577, grad_norm: 17.2845 2020-08-11 04:50:55,155 - mmaction - INFO - Epoch [35][2160/2505] lr: 5.000e-05, eta: 1 day, 7:17:51, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7547, top5_acc: 0.8979, loss_cls: 1.0120, loss: 1.0120, grad_norm: 16.5781 2020-08-11 04:51:32,451 - mmaction - INFO - Epoch [35][2180/2505] lr: 5.000e-05, eta: 1 day, 7:17:11, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7604, top5_acc: 0.9057, loss_cls: 0.9448, loss: 0.9448, grad_norm: 17.1759 2020-08-11 04:52:09,627 - mmaction - INFO - Epoch [35][2200/2505] lr: 5.000e-05, eta: 1 day, 7:16:31, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7427, top5_acc: 0.8906, loss_cls: 1.0378, loss: 1.0378, grad_norm: 17.4530 2020-08-11 04:52:46,793 - mmaction - INFO - Epoch [35][2220/2505] lr: 5.000e-05, eta: 1 day, 7:15:51, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7526, top5_acc: 0.8995, loss_cls: 1.0118, loss: 1.0118, grad_norm: 17.2980 2020-08-11 04:53:23,976 - mmaction - INFO - Epoch [35][2240/2505] lr: 5.000e-05, eta: 1 day, 7:15:11, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7589, top5_acc: 0.9057, loss_cls: 0.9783, loss: 0.9783, grad_norm: 17.4339 2020-08-11 04:54:01,149 - mmaction - INFO - Epoch [35][2260/2505] lr: 5.000e-05, eta: 1 day, 7:14:31, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7547, top5_acc: 0.8917, loss_cls: 1.0188, loss: 1.0188, grad_norm: 17.6212 2020-08-11 04:54:38,431 - mmaction - INFO - Epoch [35][2280/2505] lr: 5.000e-05, eta: 1 day, 7:13:51, time: 1.864, data_time: 0.000, memory: 8521, top1_acc: 0.7542, top5_acc: 0.8958, loss_cls: 0.9788, loss: 0.9788, grad_norm: 17.2694 2020-08-11 04:55:15,710 - mmaction - INFO - Epoch [35][2300/2505] lr: 5.000e-05, eta: 1 day, 7:13:11, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7370, top5_acc: 0.8885, loss_cls: 1.0362, loss: 1.0362, grad_norm: 18.3615 2020-08-11 04:55:52,920 - mmaction - INFO - Epoch [35][2320/2505] lr: 5.000e-05, eta: 1 day, 7:12:31, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7359, top5_acc: 0.8901, loss_cls: 1.0700, loss: 1.0700, grad_norm: 17.5308 2020-08-11 04:56:30,172 - mmaction - INFO - Epoch [35][2340/2505] lr: 5.000e-05, eta: 1 day, 7:11:51, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7370, top5_acc: 0.8870, loss_cls: 1.0958, loss: 1.0958, grad_norm: 17.7366 2020-08-11 04:57:07,445 - mmaction - INFO - Epoch [35][2360/2505] lr: 5.000e-05, eta: 1 day, 7:11:11, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7453, top5_acc: 0.8896, loss_cls: 1.0720, loss: 1.0720, grad_norm: 17.5800 2020-08-11 04:57:44,660 - mmaction - INFO - Epoch [35][2380/2505] lr: 5.000e-05, eta: 1 day, 7:10:31, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7448, top5_acc: 0.8911, loss_cls: 1.0431, loss: 1.0431, grad_norm: 16.4599 2020-08-11 04:58:21,997 - mmaction - INFO - Epoch [35][2400/2505] lr: 5.000e-05, eta: 1 day, 7:09:51, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7641, top5_acc: 0.8995, loss_cls: 1.0007, loss: 1.0007, grad_norm: 16.6875 2020-08-11 04:58:59,238 - mmaction - INFO - Epoch [35][2420/2505] lr: 5.000e-05, eta: 1 day, 7:09:11, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7479, top5_acc: 0.8974, loss_cls: 1.0271, loss: 1.0271, grad_norm: 17.3720 2020-08-11 04:59:36,518 - mmaction - INFO - Epoch [35][2440/2505] lr: 5.000e-05, eta: 1 day, 7:08:32, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7604, top5_acc: 0.9078, loss_cls: 0.9488, loss: 0.9488, grad_norm: 16.6615 2020-08-11 05:00:15,920 - mmaction - INFO - Epoch [35][2460/2505] lr: 5.000e-05, eta: 1 day, 7:07:53, time: 1.969, data_time: 0.002, memory: 8521, top1_acc: 0.7375, top5_acc: 0.8880, loss_cls: 1.0923, loss: 1.0923, grad_norm: 17.9780 2020-08-11 05:00:53,177 - mmaction - INFO - Epoch [35][2480/2505] lr: 5.000e-05, eta: 1 day, 7:07:13, time: 1.864, data_time: 0.009, memory: 8521, top1_acc: 0.7542, top5_acc: 0.8865, loss_cls: 1.0429, loss: 1.0429, grad_norm: 17.0064 2020-08-11 05:01:30,354 - mmaction - INFO - Epoch [35][2500/2505] lr: 5.000e-05, eta: 1 day, 7:06:33, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7380, top5_acc: 0.9021, loss_cls: 1.0355, loss: 1.0355, grad_norm: 16.9338 2020-08-11 05:03:25,578 - mmaction - INFO - Epoch [36][20/2505] lr: 5.000e-05, eta: 1 day, 7:06:17, time: 4.927, data_time: 2.972, memory: 8521, top1_acc: 0.7500, top5_acc: 0.8943, loss_cls: 1.0134, loss: 1.0134, grad_norm: 17.9072 2020-08-11 05:04:03,755 - mmaction - INFO - Epoch [36][40/2505] lr: 5.000e-05, eta: 1 day, 7:05:38, time: 1.909, data_time: 0.014, memory: 8521, top1_acc: 0.7417, top5_acc: 0.8969, loss_cls: 1.0149, loss: 1.0149, grad_norm: 17.7874 2020-08-11 05:04:41,315 - mmaction - INFO - Epoch [36][60/2505] lr: 5.000e-05, eta: 1 day, 7:04:58, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.7443, top5_acc: 0.8917, loss_cls: 1.0609, loss: 1.0609, grad_norm: 17.1354 2020-08-11 05:05:19,967 - mmaction - INFO - Epoch [36][80/2505] lr: 5.000e-05, eta: 1 day, 7:04:19, time: 1.930, data_time: 0.001, memory: 8521, top1_acc: 0.7573, top5_acc: 0.9073, loss_cls: 0.9623, loss: 0.9623, grad_norm: 17.1594 2020-08-11 05:05:57,617 - mmaction - INFO - Epoch [36][100/2505] lr: 5.000e-05, eta: 1 day, 7:03:39, time: 1.885, data_time: 0.005, memory: 8521, top1_acc: 0.7651, top5_acc: 0.8969, loss_cls: 0.9876, loss: 0.9876, grad_norm: 17.1054 2020-08-11 05:06:35,321 - mmaction - INFO - Epoch [36][120/2505] lr: 5.000e-05, eta: 1 day, 7:03:00, time: 1.885, data_time: 0.001, memory: 8521, top1_acc: 0.7542, top5_acc: 0.9073, loss_cls: 0.9655, loss: 0.9655, grad_norm: 17.5255 2020-08-11 05:07:13,052 - mmaction - INFO - Epoch [36][140/2505] lr: 5.000e-05, eta: 1 day, 7:02:20, time: 1.886, data_time: 0.001, memory: 8521, top1_acc: 0.7552, top5_acc: 0.8922, loss_cls: 1.0157, loss: 1.0157, grad_norm: 18.0158 2020-08-11 05:07:50,765 - mmaction - INFO - Epoch [36][160/2505] lr: 5.000e-05, eta: 1 day, 7:01:41, time: 1.886, data_time: 0.001, memory: 8521, top1_acc: 0.7604, top5_acc: 0.9031, loss_cls: 0.9716, loss: 0.9716, grad_norm: 16.8656 2020-08-11 05:08:28,416 - mmaction - INFO - Epoch [36][180/2505] lr: 5.000e-05, eta: 1 day, 7:01:01, time: 1.882, data_time: 0.001, memory: 8521, top1_acc: 0.7422, top5_acc: 0.8969, loss_cls: 1.0571, loss: 1.0571, grad_norm: 18.1088 2020-08-11 05:09:06,030 - mmaction - INFO - Epoch [36][200/2505] lr: 5.000e-05, eta: 1 day, 7:00:21, time: 1.881, data_time: 0.001, memory: 8521, top1_acc: 0.7625, top5_acc: 0.9031, loss_cls: 0.9713, loss: 0.9713, grad_norm: 17.1785 2020-08-11 05:09:43,629 - mmaction - INFO - Epoch [36][220/2505] lr: 5.000e-05, eta: 1 day, 6:59:41, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.7568, top5_acc: 0.9130, loss_cls: 0.9502, loss: 0.9502, grad_norm: 17.0938 2020-08-11 05:10:21,561 - mmaction - INFO - Epoch [36][240/2505] lr: 5.000e-05, eta: 1 day, 6:59:02, time: 1.897, data_time: 0.001, memory: 8521, top1_acc: 0.7484, top5_acc: 0.9005, loss_cls: 1.0202, loss: 1.0202, grad_norm: 16.8806 2020-08-11 05:10:59,357 - mmaction - INFO - Epoch [36][260/2505] lr: 5.000e-05, eta: 1 day, 6:58:22, time: 1.890, data_time: 0.003, memory: 8521, top1_acc: 0.7432, top5_acc: 0.8969, loss_cls: 1.0276, loss: 1.0276, grad_norm: 16.7053 2020-08-11 05:11:37,159 - mmaction - INFO - Epoch [36][280/2505] lr: 5.000e-05, eta: 1 day, 6:57:43, time: 1.890, data_time: 0.000, memory: 8521, top1_acc: 0.7469, top5_acc: 0.8927, loss_cls: 1.0579, loss: 1.0579, grad_norm: 17.3101 2020-08-11 05:12:14,686 - mmaction - INFO - Epoch [36][300/2505] lr: 5.000e-05, eta: 1 day, 6:57:03, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.7365, top5_acc: 0.8865, loss_cls: 1.0702, loss: 1.0702, grad_norm: 17.7425 2020-08-11 05:12:52,326 - mmaction - INFO - Epoch [36][320/2505] lr: 5.000e-05, eta: 1 day, 6:56:23, time: 1.882, data_time: 0.001, memory: 8521, top1_acc: 0.7562, top5_acc: 0.8865, loss_cls: 1.0371, loss: 1.0371, grad_norm: 16.5114 2020-08-11 05:13:29,724 - mmaction - INFO - Epoch [36][340/2505] lr: 5.000e-05, eta: 1 day, 6:55:43, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7500, top5_acc: 0.8958, loss_cls: 1.0224, loss: 1.0224, grad_norm: 16.9216 2020-08-11 05:14:07,375 - mmaction - INFO - Epoch [36][360/2505] lr: 5.000e-05, eta: 1 day, 6:55:04, time: 1.883, data_time: 0.001, memory: 8521, top1_acc: 0.7443, top5_acc: 0.8958, loss_cls: 1.0230, loss: 1.0230, grad_norm: 17.3061 2020-08-11 05:14:44,882 - mmaction - INFO - Epoch [36][380/2505] lr: 5.000e-05, eta: 1 day, 6:54:24, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.7490, top5_acc: 0.9057, loss_cls: 0.9950, loss: 0.9950, grad_norm: 17.2126 2020-08-11 05:15:23,424 - mmaction - INFO - Epoch [36][400/2505] lr: 5.000e-05, eta: 1 day, 6:53:45, time: 1.927, data_time: 0.001, memory: 8521, top1_acc: 0.7422, top5_acc: 0.8812, loss_cls: 1.0917, loss: 1.0917, grad_norm: 17.8696 2020-08-11 05:16:00,997 - mmaction - INFO - Epoch [36][420/2505] lr: 5.000e-05, eta: 1 day, 6:53:05, time: 1.879, data_time: 0.002, memory: 8521, top1_acc: 0.7630, top5_acc: 0.8990, loss_cls: 1.0136, loss: 1.0136, grad_norm: 16.8583 2020-08-11 05:16:38,618 - mmaction - INFO - Epoch [36][440/2505] lr: 5.000e-05, eta: 1 day, 6:52:25, time: 1.881, data_time: 0.001, memory: 8521, top1_acc: 0.7505, top5_acc: 0.8818, loss_cls: 1.0158, loss: 1.0158, grad_norm: 16.8045 2020-08-11 05:17:16,127 - mmaction - INFO - Epoch [36][460/2505] lr: 5.000e-05, eta: 1 day, 6:51:46, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.7432, top5_acc: 0.8896, loss_cls: 1.0636, loss: 1.0636, grad_norm: 17.0547 2020-08-11 05:17:53,496 - mmaction - INFO - Epoch [36][480/2505] lr: 5.000e-05, eta: 1 day, 6:51:06, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7417, top5_acc: 0.8984, loss_cls: 1.0336, loss: 1.0336, grad_norm: 17.8162 2020-08-11 05:18:30,874 - mmaction - INFO - Epoch [36][500/2505] lr: 5.000e-05, eta: 1 day, 6:50:26, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.7469, top5_acc: 0.8964, loss_cls: 1.0316, loss: 1.0316, grad_norm: 17.2966 2020-08-11 05:19:08,284 - mmaction - INFO - Epoch [36][520/2505] lr: 5.000e-05, eta: 1 day, 6:49:46, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.7635, top5_acc: 0.8990, loss_cls: 0.9990, loss: 0.9990, grad_norm: 16.7093 2020-08-11 05:19:45,762 - mmaction - INFO - Epoch [36][540/2505] lr: 5.000e-05, eta: 1 day, 6:49:06, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.7557, top5_acc: 0.9021, loss_cls: 1.0198, loss: 1.0198, grad_norm: 17.6831 2020-08-11 05:20:23,095 - mmaction - INFO - Epoch [36][560/2505] lr: 5.000e-05, eta: 1 day, 6:48:27, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7490, top5_acc: 0.8906, loss_cls: 1.0389, loss: 1.0389, grad_norm: 17.2262 2020-08-11 05:21:00,507 - mmaction - INFO - Epoch [36][580/2505] lr: 5.000e-05, eta: 1 day, 6:47:47, time: 1.871, data_time: 0.005, memory: 8521, top1_acc: 0.7495, top5_acc: 0.8854, loss_cls: 1.0462, loss: 1.0462, grad_norm: 17.8788 2020-08-11 05:21:38,027 - mmaction - INFO - Epoch [36][600/2505] lr: 5.000e-05, eta: 1 day, 6:47:07, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.7547, top5_acc: 0.8958, loss_cls: 1.0144, loss: 1.0144, grad_norm: 17.1915 2020-08-11 05:22:15,633 - mmaction - INFO - Epoch [36][620/2505] lr: 5.000e-05, eta: 1 day, 6:46:27, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.7563, top5_acc: 0.9000, loss_cls: 0.9914, loss: 0.9914, grad_norm: 17.3189 2020-08-11 05:22:53,243 - mmaction - INFO - Epoch [36][640/2505] lr: 5.000e-05, eta: 1 day, 6:45:48, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.7505, top5_acc: 0.8917, loss_cls: 1.0294, loss: 1.0294, grad_norm: 17.3139 2020-08-11 05:23:30,762 - mmaction - INFO - Epoch [36][660/2505] lr: 5.000e-05, eta: 1 day, 6:45:08, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.7625, top5_acc: 0.9042, loss_cls: 0.9700, loss: 0.9700, grad_norm: 17.0039 2020-08-11 05:24:08,220 - mmaction - INFO - Epoch [36][680/2505] lr: 5.000e-05, eta: 1 day, 6:44:28, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.7573, top5_acc: 0.8938, loss_cls: 1.0032, loss: 1.0032, grad_norm: 16.9391 2020-08-11 05:24:45,603 - mmaction - INFO - Epoch [36][700/2505] lr: 5.000e-05, eta: 1 day, 6:43:48, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.7474, top5_acc: 0.9036, loss_cls: 1.0004, loss: 1.0004, grad_norm: 17.3150 2020-08-11 05:25:23,069 - mmaction - INFO - Epoch [36][720/2505] lr: 5.000e-05, eta: 1 day, 6:43:08, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.7635, top5_acc: 0.9057, loss_cls: 0.9493, loss: 0.9493, grad_norm: 17.4279 2020-08-11 05:26:00,576 - mmaction - INFO - Epoch [36][740/2505] lr: 5.000e-05, eta: 1 day, 6:42:29, time: 1.875, data_time: 0.003, memory: 8521, top1_acc: 0.7667, top5_acc: 0.8953, loss_cls: 0.9983, loss: 0.9983, grad_norm: 17.0462 2020-08-11 05:26:37,963 - mmaction - INFO - Epoch [36][760/2505] lr: 5.000e-05, eta: 1 day, 6:41:49, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.7531, top5_acc: 0.8958, loss_cls: 1.0363, loss: 1.0363, grad_norm: 16.7039 2020-08-11 05:27:15,200 - mmaction - INFO - Epoch [36][780/2505] lr: 5.000e-05, eta: 1 day, 6:41:09, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7505, top5_acc: 0.8953, loss_cls: 1.0470, loss: 1.0470, grad_norm: 17.6702 2020-08-11 05:27:52,521 - mmaction - INFO - Epoch [36][800/2505] lr: 5.000e-05, eta: 1 day, 6:40:29, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7500, top5_acc: 0.8969, loss_cls: 1.0102, loss: 1.0102, grad_norm: 17.5121 2020-08-11 05:28:29,804 - mmaction - INFO - Epoch [36][820/2505] lr: 5.000e-05, eta: 1 day, 6:39:49, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7578, top5_acc: 0.9104, loss_cls: 0.9936, loss: 0.9936, grad_norm: 17.6845 2020-08-11 05:29:07,322 - mmaction - INFO - Epoch [36][840/2505] lr: 5.000e-05, eta: 1 day, 6:39:09, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.7583, top5_acc: 0.8969, loss_cls: 1.0013, loss: 1.0013, grad_norm: 16.9447 2020-08-11 05:29:44,540 - mmaction - INFO - Epoch [36][860/2505] lr: 5.000e-05, eta: 1 day, 6:38:29, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7458, top5_acc: 0.8984, loss_cls: 1.0192, loss: 1.0192, grad_norm: 17.6360 2020-08-11 05:30:22,491 - mmaction - INFO - Epoch [36][880/2505] lr: 5.000e-05, eta: 1 day, 6:37:50, time: 1.897, data_time: 0.001, memory: 8521, top1_acc: 0.7448, top5_acc: 0.8859, loss_cls: 1.0436, loss: 1.0436, grad_norm: 17.4377 2020-08-11 05:30:59,810 - mmaction - INFO - Epoch [36][900/2505] lr: 5.000e-05, eta: 1 day, 6:37:10, time: 1.866, data_time: 0.004, memory: 8521, top1_acc: 0.7526, top5_acc: 0.8995, loss_cls: 1.0229, loss: 1.0229, grad_norm: 18.0369 2020-08-11 05:31:37,244 - mmaction - INFO - Epoch [36][920/2505] lr: 5.000e-05, eta: 1 day, 6:36:30, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.7750, top5_acc: 0.8964, loss_cls: 0.9539, loss: 0.9539, grad_norm: 16.2746 2020-08-11 05:32:14,607 - mmaction - INFO - Epoch [36][940/2505] lr: 5.000e-05, eta: 1 day, 6:35:50, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7448, top5_acc: 0.8990, loss_cls: 1.0239, loss: 1.0239, grad_norm: 17.8730 2020-08-11 05:32:51,880 - mmaction - INFO - Epoch [36][960/2505] lr: 5.000e-05, eta: 1 day, 6:35:11, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7661, top5_acc: 0.8979, loss_cls: 0.9871, loss: 0.9871, grad_norm: 17.3420 2020-08-11 05:33:29,178 - mmaction - INFO - Epoch [36][980/2505] lr: 5.000e-05, eta: 1 day, 6:34:31, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7484, top5_acc: 0.8875, loss_cls: 1.0638, loss: 1.0638, grad_norm: 18.2339 2020-08-11 05:34:06,524 - mmaction - INFO - Epoch [36][1000/2505] lr: 5.000e-05, eta: 1 day, 6:33:51, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7536, top5_acc: 0.8979, loss_cls: 1.0011, loss: 1.0011, grad_norm: 17.3978 2020-08-11 05:34:43,729 - mmaction - INFO - Epoch [36][1020/2505] lr: 5.000e-05, eta: 1 day, 6:33:11, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7375, top5_acc: 0.8906, loss_cls: 1.0841, loss: 1.0841, grad_norm: 17.9699 2020-08-11 05:35:21,237 - mmaction - INFO - Epoch [36][1040/2505] lr: 5.000e-05, eta: 1 day, 6:32:31, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.7531, top5_acc: 0.8984, loss_cls: 0.9973, loss: 0.9973, grad_norm: 17.6376 2020-08-11 05:35:58,850 - mmaction - INFO - Epoch [36][1060/2505] lr: 5.000e-05, eta: 1 day, 6:31:52, time: 1.881, data_time: 0.005, memory: 8521, top1_acc: 0.7536, top5_acc: 0.8911, loss_cls: 1.0401, loss: 1.0401, grad_norm: 17.0938 2020-08-11 05:36:36,314 - mmaction - INFO - Epoch [36][1080/2505] lr: 5.000e-05, eta: 1 day, 6:31:12, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.7422, top5_acc: 0.8995, loss_cls: 1.0159, loss: 1.0159, grad_norm: 17.3640 2020-08-11 05:37:13,794 - mmaction - INFO - Epoch [36][1100/2505] lr: 5.000e-05, eta: 1 day, 6:30:32, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.7568, top5_acc: 0.8948, loss_cls: 1.0274, loss: 1.0274, grad_norm: 17.1133 2020-08-11 05:37:51,256 - mmaction - INFO - Epoch [36][1120/2505] lr: 5.000e-05, eta: 1 day, 6:29:52, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.7667, top5_acc: 0.8974, loss_cls: 0.9970, loss: 0.9970, grad_norm: 16.7490 2020-08-11 05:38:28,468 - mmaction - INFO - Epoch [36][1140/2505] lr: 5.000e-05, eta: 1 day, 6:29:12, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7620, top5_acc: 0.8974, loss_cls: 0.9714, loss: 0.9714, grad_norm: 16.5048 2020-08-11 05:39:05,753 - mmaction - INFO - Epoch [36][1160/2505] lr: 5.000e-05, eta: 1 day, 6:28:32, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7594, top5_acc: 0.8854, loss_cls: 1.0594, loss: 1.0594, grad_norm: 16.9707 2020-08-11 05:39:43,042 - mmaction - INFO - Epoch [36][1180/2505] lr: 5.000e-05, eta: 1 day, 6:27:53, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7443, top5_acc: 0.8896, loss_cls: 1.0515, loss: 1.0515, grad_norm: 16.7445 2020-08-11 05:40:20,731 - mmaction - INFO - Epoch [36][1200/2505] lr: 5.000e-05, eta: 1 day, 6:27:13, time: 1.884, data_time: 0.001, memory: 8521, top1_acc: 0.7635, top5_acc: 0.8995, loss_cls: 0.9835, loss: 0.9835, grad_norm: 17.2511 2020-08-11 05:40:58,087 - mmaction - INFO - Epoch [36][1220/2505] lr: 5.000e-05, eta: 1 day, 6:26:33, time: 1.868, data_time: 0.002, memory: 8521, top1_acc: 0.7526, top5_acc: 0.8859, loss_cls: 1.0653, loss: 1.0653, grad_norm: 16.8419 2020-08-11 05:41:35,379 - mmaction - INFO - Epoch [36][1240/2505] lr: 5.000e-05, eta: 1 day, 6:25:53, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7453, top5_acc: 0.8880, loss_cls: 1.0488, loss: 1.0488, grad_norm: 17.8651 2020-08-11 05:42:12,796 - mmaction - INFO - Epoch [36][1260/2505] lr: 5.000e-05, eta: 1 day, 6:25:13, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.7599, top5_acc: 0.8953, loss_cls: 0.9932, loss: 0.9932, grad_norm: 16.7627 2020-08-11 05:42:50,189 - mmaction - INFO - Epoch [36][1280/2505] lr: 5.000e-05, eta: 1 day, 6:24:34, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7599, top5_acc: 0.8891, loss_cls: 1.0082, loss: 1.0082, grad_norm: 17.3159 2020-08-11 05:43:27,719 - mmaction - INFO - Epoch [36][1300/2505] lr: 5.000e-05, eta: 1 day, 6:23:54, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.7594, top5_acc: 0.9068, loss_cls: 0.9529, loss: 0.9529, grad_norm: 17.2493 2020-08-11 05:44:05,122 - mmaction - INFO - Epoch [36][1320/2505] lr: 5.000e-05, eta: 1 day, 6:23:14, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7651, top5_acc: 0.8995, loss_cls: 0.9522, loss: 0.9522, grad_norm: 16.9441 2020-08-11 05:44:42,517 - mmaction - INFO - Epoch [36][1340/2505] lr: 5.000e-05, eta: 1 day, 6:22:34, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7599, top5_acc: 0.8958, loss_cls: 1.0314, loss: 1.0314, grad_norm: 17.5089 2020-08-11 05:45:19,954 - mmaction - INFO - Epoch [36][1360/2505] lr: 5.000e-05, eta: 1 day, 6:21:55, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.7448, top5_acc: 0.8922, loss_cls: 1.0485, loss: 1.0485, grad_norm: 18.1100 2020-08-11 05:45:57,488 - mmaction - INFO - Epoch [36][1380/2505] lr: 5.000e-05, eta: 1 day, 6:21:15, time: 1.877, data_time: 0.003, memory: 8521, top1_acc: 0.7589, top5_acc: 0.9099, loss_cls: 0.9738, loss: 0.9738, grad_norm: 17.6245 2020-08-11 05:46:34,652 - mmaction - INFO - Epoch [36][1400/2505] lr: 5.000e-05, eta: 1 day, 6:20:35, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7422, top5_acc: 0.8990, loss_cls: 1.0368, loss: 1.0368, grad_norm: 17.4368 2020-08-11 05:47:11,997 - mmaction - INFO - Epoch [36][1420/2505] lr: 5.000e-05, eta: 1 day, 6:19:55, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7484, top5_acc: 0.9000, loss_cls: 0.9978, loss: 0.9978, grad_norm: 17.1762 2020-08-11 05:47:49,138 - mmaction - INFO - Epoch [36][1440/2505] lr: 5.000e-05, eta: 1 day, 6:19:15, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7536, top5_acc: 0.9047, loss_cls: 0.9956, loss: 0.9956, grad_norm: 18.3523 2020-08-11 05:48:26,353 - mmaction - INFO - Epoch [36][1460/2505] lr: 5.000e-05, eta: 1 day, 6:18:35, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7474, top5_acc: 0.8865, loss_cls: 1.0511, loss: 1.0511, grad_norm: 17.9416 2020-08-11 05:49:03,426 - mmaction - INFO - Epoch [36][1480/2505] lr: 5.000e-05, eta: 1 day, 6:17:55, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.7469, top5_acc: 0.8922, loss_cls: 1.0370, loss: 1.0370, grad_norm: 17.0291 2020-08-11 05:49:40,527 - mmaction - INFO - Epoch [36][1500/2505] lr: 5.000e-05, eta: 1 day, 6:17:15, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7406, top5_acc: 0.8906, loss_cls: 1.0680, loss: 1.0680, grad_norm: 17.0466 2020-08-11 05:50:17,837 - mmaction - INFO - Epoch [36][1520/2505] lr: 5.000e-05, eta: 1 day, 6:16:36, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7547, top5_acc: 0.8958, loss_cls: 0.9835, loss: 0.9835, grad_norm: 17.1535 2020-08-11 05:50:55,117 - mmaction - INFO - Epoch [36][1540/2505] lr: 5.000e-05, eta: 1 day, 6:15:56, time: 1.864, data_time: 0.004, memory: 8521, top1_acc: 0.7495, top5_acc: 0.9016, loss_cls: 1.0056, loss: 1.0056, grad_norm: 17.5840 2020-08-11 05:51:32,353 - mmaction - INFO - Epoch [36][1560/2505] lr: 5.000e-05, eta: 1 day, 6:15:16, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7469, top5_acc: 0.8917, loss_cls: 1.0358, loss: 1.0358, grad_norm: 16.9007 2020-08-11 05:52:09,519 - mmaction - INFO - Epoch [36][1580/2505] lr: 5.000e-05, eta: 1 day, 6:14:36, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7510, top5_acc: 0.8880, loss_cls: 1.0258, loss: 1.0258, grad_norm: 17.6073 2020-08-11 05:52:46,822 - mmaction - INFO - Epoch [36][1600/2505] lr: 5.000e-05, eta: 1 day, 6:13:56, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7589, top5_acc: 0.9104, loss_cls: 0.9472, loss: 0.9472, grad_norm: 17.9156 2020-08-11 05:53:24,091 - mmaction - INFO - Epoch [36][1620/2505] lr: 5.000e-05, eta: 1 day, 6:13:16, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7531, top5_acc: 0.9057, loss_cls: 0.9563, loss: 0.9563, grad_norm: 17.4888 2020-08-11 05:54:01,490 - mmaction - INFO - Epoch [36][1640/2505] lr: 5.000e-05, eta: 1 day, 6:12:36, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7464, top5_acc: 0.8854, loss_cls: 1.0612, loss: 1.0612, grad_norm: 17.6277 2020-08-11 05:54:38,642 - mmaction - INFO - Epoch [36][1660/2505] lr: 5.000e-05, eta: 1 day, 6:11:56, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7375, top5_acc: 0.8823, loss_cls: 1.0915, loss: 1.0915, grad_norm: 17.9910 2020-08-11 05:55:16,099 - mmaction - INFO - Epoch [36][1680/2505] lr: 5.000e-05, eta: 1 day, 6:11:17, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.7562, top5_acc: 0.9052, loss_cls: 0.9808, loss: 0.9808, grad_norm: 17.6815 2020-08-11 05:55:53,359 - mmaction - INFO - Epoch [36][1700/2505] lr: 5.000e-05, eta: 1 day, 6:10:37, time: 1.863, data_time: 0.002, memory: 8521, top1_acc: 0.7411, top5_acc: 0.8927, loss_cls: 1.0661, loss: 1.0661, grad_norm: 17.9057 2020-08-11 05:56:30,523 - mmaction - INFO - Epoch [36][1720/2505] lr: 5.000e-05, eta: 1 day, 6:09:57, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7479, top5_acc: 0.9031, loss_cls: 1.0033, loss: 1.0033, grad_norm: 17.2921 2020-08-11 05:57:07,684 - mmaction - INFO - Epoch [36][1740/2505] lr: 5.000e-05, eta: 1 day, 6:09:17, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7677, top5_acc: 0.9010, loss_cls: 0.9575, loss: 0.9575, grad_norm: 16.7559 2020-08-11 05:57:44,912 - mmaction - INFO - Epoch [36][1760/2505] lr: 5.000e-05, eta: 1 day, 6:08:37, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7380, top5_acc: 0.8969, loss_cls: 1.0109, loss: 1.0109, grad_norm: 17.2227 2020-08-11 05:58:22,084 - mmaction - INFO - Epoch [36][1780/2505] lr: 5.000e-05, eta: 1 day, 6:07:57, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7349, top5_acc: 0.8964, loss_cls: 1.0374, loss: 1.0374, grad_norm: 17.9604 2020-08-11 05:58:59,215 - mmaction - INFO - Epoch [36][1800/2505] lr: 5.000e-05, eta: 1 day, 6:07:17, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7651, top5_acc: 0.9083, loss_cls: 0.9533, loss: 0.9533, grad_norm: 17.4439 2020-08-11 05:59:36,451 - mmaction - INFO - Epoch [36][1820/2505] lr: 5.000e-05, eta: 1 day, 6:06:37, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7474, top5_acc: 0.8984, loss_cls: 1.0416, loss: 1.0416, grad_norm: 18.2547 2020-08-11 06:00:16,265 - mmaction - INFO - Epoch [36][1840/2505] lr: 5.000e-05, eta: 1 day, 6:05:59, time: 1.990, data_time: 0.001, memory: 8521, top1_acc: 0.7443, top5_acc: 0.8938, loss_cls: 1.0425, loss: 1.0425, grad_norm: 18.0694 2020-08-11 06:00:53,627 - mmaction - INFO - Epoch [36][1860/2505] lr: 5.000e-05, eta: 1 day, 6:05:19, time: 1.869, data_time: 0.010, memory: 8521, top1_acc: 0.7505, top5_acc: 0.8932, loss_cls: 1.0070, loss: 1.0070, grad_norm: 17.5868 2020-08-11 06:01:30,831 - mmaction - INFO - Epoch [36][1880/2505] lr: 5.000e-05, eta: 1 day, 6:04:40, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7557, top5_acc: 0.9125, loss_cls: 0.9491, loss: 0.9491, grad_norm: 17.2828 2020-08-11 06:02:08,026 - mmaction - INFO - Epoch [36][1900/2505] lr: 5.000e-05, eta: 1 day, 6:04:00, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7740, top5_acc: 0.9094, loss_cls: 0.9310, loss: 0.9310, grad_norm: 17.5081 2020-08-11 06:02:45,266 - mmaction - INFO - Epoch [36][1920/2505] lr: 5.000e-05, eta: 1 day, 6:03:20, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7516, top5_acc: 0.8906, loss_cls: 1.0266, loss: 1.0266, grad_norm: 17.1153 2020-08-11 06:03:22,439 - mmaction - INFO - Epoch [36][1940/2505] lr: 5.000e-05, eta: 1 day, 6:02:40, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7427, top5_acc: 0.8896, loss_cls: 1.0510, loss: 1.0510, grad_norm: 18.0712 2020-08-11 06:03:59,582 - mmaction - INFO - Epoch [36][1960/2505] lr: 5.000e-05, eta: 1 day, 6:02:00, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7328, top5_acc: 0.8859, loss_cls: 1.0724, loss: 1.0724, grad_norm: 18.1089 2020-08-11 06:04:36,813 - mmaction - INFO - Epoch [36][1980/2505] lr: 5.000e-05, eta: 1 day, 6:01:20, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7599, top5_acc: 0.8901, loss_cls: 0.9890, loss: 0.9890, grad_norm: 16.6994 2020-08-11 06:05:14,399 - mmaction - INFO - Epoch [36][2000/2505] lr: 5.000e-05, eta: 1 day, 6:00:40, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.7547, top5_acc: 0.8932, loss_cls: 1.0252, loss: 1.0252, grad_norm: 16.6740 2020-08-11 06:05:51,632 - mmaction - INFO - Epoch [36][2020/2505] lr: 5.000e-05, eta: 1 day, 6:00:01, time: 1.862, data_time: 0.004, memory: 8521, top1_acc: 0.7594, top5_acc: 0.8974, loss_cls: 1.0091, loss: 1.0091, grad_norm: 16.8413 2020-08-11 06:06:28,794 - mmaction - INFO - Epoch [36][2040/2505] lr: 5.000e-05, eta: 1 day, 5:59:21, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7443, top5_acc: 0.8917, loss_cls: 1.0213, loss: 1.0213, grad_norm: 17.2921 2020-08-11 06:07:05,938 - mmaction - INFO - Epoch [36][2060/2505] lr: 5.000e-05, eta: 1 day, 5:58:41, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7406, top5_acc: 0.8943, loss_cls: 1.0384, loss: 1.0384, grad_norm: 17.4484 2020-08-11 06:07:43,828 - mmaction - INFO - Epoch [36][2080/2505] lr: 5.000e-05, eta: 1 day, 5:58:01, time: 1.894, data_time: 0.001, memory: 8521, top1_acc: 0.7573, top5_acc: 0.8922, loss_cls: 1.0152, loss: 1.0152, grad_norm: 16.7898 2020-08-11 06:08:20,985 - mmaction - INFO - Epoch [36][2100/2505] lr: 5.000e-05, eta: 1 day, 5:57:21, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7510, top5_acc: 0.8948, loss_cls: 1.0345, loss: 1.0345, grad_norm: 17.0014 2020-08-11 06:08:58,249 - mmaction - INFO - Epoch [36][2120/2505] lr: 5.000e-05, eta: 1 day, 5:56:42, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7594, top5_acc: 0.9016, loss_cls: 0.9627, loss: 0.9627, grad_norm: 16.8414 2020-08-11 06:09:35,427 - mmaction - INFO - Epoch [36][2140/2505] lr: 5.000e-05, eta: 1 day, 5:56:02, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7448, top5_acc: 0.8844, loss_cls: 1.0765, loss: 1.0765, grad_norm: 17.6672 2020-08-11 06:10:12,868 - mmaction - INFO - Epoch [36][2160/2505] lr: 5.000e-05, eta: 1 day, 5:55:22, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.7490, top5_acc: 0.8964, loss_cls: 1.0274, loss: 1.0274, grad_norm: 17.2392 2020-08-11 06:10:50,125 - mmaction - INFO - Epoch [36][2180/2505] lr: 5.000e-05, eta: 1 day, 5:54:42, time: 1.863, data_time: 0.003, memory: 8521, top1_acc: 0.7396, top5_acc: 0.8969, loss_cls: 1.0528, loss: 1.0528, grad_norm: 17.4655 2020-08-11 06:11:27,358 - mmaction - INFO - Epoch [36][2200/2505] lr: 5.000e-05, eta: 1 day, 5:54:02, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7620, top5_acc: 0.9016, loss_cls: 1.0010, loss: 1.0010, grad_norm: 17.6481 2020-08-11 06:12:04,422 - mmaction - INFO - Epoch [36][2220/2505] lr: 5.000e-05, eta: 1 day, 5:53:22, time: 1.853, data_time: 0.001, memory: 8521, top1_acc: 0.7406, top5_acc: 0.8974, loss_cls: 1.0512, loss: 1.0512, grad_norm: 17.9232 2020-08-11 06:12:41,669 - mmaction - INFO - Epoch [36][2240/2505] lr: 5.000e-05, eta: 1 day, 5:52:43, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7505, top5_acc: 0.8927, loss_cls: 1.0462, loss: 1.0462, grad_norm: 17.6118 2020-08-11 06:13:18,965 - mmaction - INFO - Epoch [36][2260/2505] lr: 5.000e-05, eta: 1 day, 5:52:03, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7312, top5_acc: 0.8849, loss_cls: 1.0992, loss: 1.0992, grad_norm: 18.1905 2020-08-11 06:13:56,075 - mmaction - INFO - Epoch [36][2280/2505] lr: 5.000e-05, eta: 1 day, 5:51:23, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7380, top5_acc: 0.8901, loss_cls: 1.0763, loss: 1.0763, grad_norm: 17.5681 2020-08-11 06:14:33,195 - mmaction - INFO - Epoch [36][2300/2505] lr: 5.000e-05, eta: 1 day, 5:50:43, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7448, top5_acc: 0.8865, loss_cls: 1.0307, loss: 1.0307, grad_norm: 16.9925 2020-08-11 06:15:10,441 - mmaction - INFO - Epoch [36][2320/2505] lr: 5.000e-05, eta: 1 day, 5:50:03, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7302, top5_acc: 0.8990, loss_cls: 1.0641, loss: 1.0641, grad_norm: 18.1924 2020-08-11 06:15:47,618 - mmaction - INFO - Epoch [36][2340/2505] lr: 5.000e-05, eta: 1 day, 5:49:23, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7609, top5_acc: 0.9057, loss_cls: 0.9653, loss: 0.9653, grad_norm: 16.9190 2020-08-11 06:16:24,856 - mmaction - INFO - Epoch [36][2360/2505] lr: 5.000e-05, eta: 1 day, 5:48:43, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7406, top5_acc: 0.8792, loss_cls: 1.1160, loss: 1.1160, grad_norm: 17.5411 2020-08-11 06:17:02,048 - mmaction - INFO - Epoch [36][2380/2505] lr: 5.000e-05, eta: 1 day, 5:48:03, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7479, top5_acc: 0.8906, loss_cls: 1.0197, loss: 1.0197, grad_norm: 16.4352 2020-08-11 06:17:39,219 - mmaction - INFO - Epoch [36][2400/2505] lr: 5.000e-05, eta: 1 day, 5:47:24, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7625, top5_acc: 0.9042, loss_cls: 0.9476, loss: 0.9476, grad_norm: 16.8187 2020-08-11 06:18:16,411 - mmaction - INFO - Epoch [36][2420/2505] lr: 5.000e-05, eta: 1 day, 5:46:44, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7464, top5_acc: 0.8927, loss_cls: 1.0562, loss: 1.0562, grad_norm: 17.9893 2020-08-11 06:18:53,581 - mmaction - INFO - Epoch [36][2440/2505] lr: 5.000e-05, eta: 1 day, 5:46:04, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7469, top5_acc: 0.8969, loss_cls: 1.0247, loss: 1.0247, grad_norm: 17.7086 2020-08-11 06:19:30,763 - mmaction - INFO - Epoch [36][2460/2505] lr: 5.000e-05, eta: 1 day, 5:45:24, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7453, top5_acc: 0.9083, loss_cls: 1.0036, loss: 1.0036, grad_norm: 17.4850 2020-08-11 06:20:07,981 - mmaction - INFO - Epoch [36][2480/2505] lr: 5.000e-05, eta: 1 day, 5:44:44, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7557, top5_acc: 0.8995, loss_cls: 0.9869, loss: 0.9869, grad_norm: 18.1303 2020-08-11 06:20:45,148 - mmaction - INFO - Epoch [36][2500/2505] lr: 5.000e-05, eta: 1 day, 5:44:04, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7620, top5_acc: 0.9073, loss_cls: 0.9502, loss: 0.9502, grad_norm: 16.8836 2020-08-11 06:21:01,017 - mmaction - INFO - Saving checkpoint at 36 epochs 2020-08-11 06:22:33,821 - mmaction - INFO - Epoch [37][20/2505] lr: 5.000e-05, eta: 1 day, 5:43:42, time: 4.541, data_time: 2.617, memory: 8521, top1_acc: 0.7562, top5_acc: 0.9052, loss_cls: 0.9890, loss: 0.9890, grad_norm: 17.7183 2020-08-11 06:23:11,885 - mmaction - INFO - Epoch [37][40/2505] lr: 5.000e-05, eta: 1 day, 5:43:02, time: 1.903, data_time: 0.007, memory: 8521, top1_acc: 0.7547, top5_acc: 0.8870, loss_cls: 1.0368, loss: 1.0368, grad_norm: 17.3224 2020-08-11 06:23:49,609 - mmaction - INFO - Epoch [37][60/2505] lr: 5.000e-05, eta: 1 day, 5:42:23, time: 1.886, data_time: 0.001, memory: 8521, top1_acc: 0.7552, top5_acc: 0.8990, loss_cls: 0.9699, loss: 0.9699, grad_norm: 17.4427 2020-08-11 06:24:27,418 - mmaction - INFO - Epoch [37][80/2505] lr: 5.000e-05, eta: 1 day, 5:41:43, time: 1.890, data_time: 0.001, memory: 8521, top1_acc: 0.7552, top5_acc: 0.8964, loss_cls: 1.0000, loss: 1.0000, grad_norm: 17.4594 2020-08-11 06:25:04,992 - mmaction - INFO - Epoch [37][100/2505] lr: 5.000e-05, eta: 1 day, 5:41:04, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.7557, top5_acc: 0.9115, loss_cls: 0.9781, loss: 0.9781, grad_norm: 17.6737 2020-08-11 06:25:42,648 - mmaction - INFO - Epoch [37][120/2505] lr: 5.000e-05, eta: 1 day, 5:40:24, time: 1.883, data_time: 0.001, memory: 8521, top1_acc: 0.7432, top5_acc: 0.8849, loss_cls: 1.0567, loss: 1.0567, grad_norm: 18.2076 2020-08-11 06:26:20,179 - mmaction - INFO - Epoch [37][140/2505] lr: 5.000e-05, eta: 1 day, 5:39:44, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.7703, top5_acc: 0.9057, loss_cls: 0.9424, loss: 0.9424, grad_norm: 17.1736 2020-08-11 06:26:58,000 - mmaction - INFO - Epoch [37][160/2505] lr: 5.000e-05, eta: 1 day, 5:39:05, time: 1.891, data_time: 0.001, memory: 8521, top1_acc: 0.7646, top5_acc: 0.9005, loss_cls: 0.9703, loss: 0.9703, grad_norm: 17.4181 2020-08-11 06:27:35,916 - mmaction - INFO - Epoch [37][180/2505] lr: 5.000e-05, eta: 1 day, 5:38:25, time: 1.896, data_time: 0.001, memory: 8521, top1_acc: 0.7474, top5_acc: 0.8927, loss_cls: 1.0061, loss: 1.0061, grad_norm: 17.2172 2020-08-11 06:28:13,662 - mmaction - INFO - Epoch [37][200/2505] lr: 5.000e-05, eta: 1 day, 5:37:46, time: 1.887, data_time: 0.001, memory: 8521, top1_acc: 0.7635, top5_acc: 0.8932, loss_cls: 1.0033, loss: 1.0033, grad_norm: 17.3701 2020-08-11 06:28:51,345 - mmaction - INFO - Epoch [37][220/2505] lr: 5.000e-05, eta: 1 day, 5:37:06, time: 1.884, data_time: 0.001, memory: 8521, top1_acc: 0.7453, top5_acc: 0.8953, loss_cls: 1.0019, loss: 1.0019, grad_norm: 17.8611 2020-08-11 06:29:28,773 - mmaction - INFO - Epoch [37][240/2505] lr: 5.000e-05, eta: 1 day, 5:36:27, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.7385, top5_acc: 0.8932, loss_cls: 1.0357, loss: 1.0357, grad_norm: 17.6499 2020-08-11 06:30:06,104 - mmaction - INFO - Epoch [37][260/2505] lr: 5.000e-05, eta: 1 day, 5:35:47, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7417, top5_acc: 0.8797, loss_cls: 1.0864, loss: 1.0864, grad_norm: 17.5874 2020-08-11 06:30:43,668 - mmaction - INFO - Epoch [37][280/2505] lr: 5.000e-05, eta: 1 day, 5:35:07, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.7677, top5_acc: 0.9047, loss_cls: 0.9547, loss: 0.9547, grad_norm: 16.2602 2020-08-11 06:31:20,962 - mmaction - INFO - Epoch [37][300/2505] lr: 5.000e-05, eta: 1 day, 5:34:27, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7401, top5_acc: 0.9052, loss_cls: 1.0183, loss: 1.0183, grad_norm: 17.6385 2020-08-11 06:31:58,201 - mmaction - INFO - Epoch [37][320/2505] lr: 5.000e-05, eta: 1 day, 5:33:48, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7521, top5_acc: 0.8917, loss_cls: 1.0184, loss: 1.0184, grad_norm: 17.5349 2020-08-11 06:32:35,944 - mmaction - INFO - Epoch [37][340/2505] lr: 5.000e-05, eta: 1 day, 5:33:08, time: 1.887, data_time: 0.001, memory: 8521, top1_acc: 0.7531, top5_acc: 0.8922, loss_cls: 1.0383, loss: 1.0383, grad_norm: 17.9697 2020-08-11 06:33:13,394 - mmaction - INFO - Epoch [37][360/2505] lr: 5.000e-05, eta: 1 day, 5:32:28, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.7505, top5_acc: 0.8953, loss_cls: 1.0205, loss: 1.0205, grad_norm: 17.5992 2020-08-11 06:33:50,887 - mmaction - INFO - Epoch [37][380/2505] lr: 5.000e-05, eta: 1 day, 5:31:49, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.7568, top5_acc: 0.8995, loss_cls: 0.9598, loss: 0.9598, grad_norm: 17.2754 2020-08-11 06:34:28,350 - mmaction - INFO - Epoch [37][400/2505] lr: 5.000e-05, eta: 1 day, 5:31:09, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.7594, top5_acc: 0.9026, loss_cls: 0.9579, loss: 0.9579, grad_norm: 16.8533 2020-08-11 06:35:05,872 - mmaction - INFO - Epoch [37][420/2505] lr: 5.000e-05, eta: 1 day, 5:30:29, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.7646, top5_acc: 0.9016, loss_cls: 0.9927, loss: 0.9927, grad_norm: 17.6712 2020-08-11 06:35:43,173 - mmaction - INFO - Epoch [37][440/2505] lr: 5.000e-05, eta: 1 day, 5:29:50, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7562, top5_acc: 0.8948, loss_cls: 0.9913, loss: 0.9913, grad_norm: 17.2324 2020-08-11 06:36:20,582 - mmaction - INFO - Epoch [37][460/2505] lr: 5.000e-05, eta: 1 day, 5:29:10, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7516, top5_acc: 0.8865, loss_cls: 1.0231, loss: 1.0231, grad_norm: 17.5116 2020-08-11 06:36:58,044 - mmaction - INFO - Epoch [37][480/2505] lr: 5.000e-05, eta: 1 day, 5:28:30, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.7552, top5_acc: 0.9078, loss_cls: 0.9861, loss: 0.9861, grad_norm: 17.3507 2020-08-11 06:37:35,646 - mmaction - INFO - Epoch [37][500/2505] lr: 5.000e-05, eta: 1 day, 5:27:51, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.7583, top5_acc: 0.8990, loss_cls: 1.0009, loss: 1.0009, grad_norm: 18.0391 2020-08-11 06:38:13,152 - mmaction - INFO - Epoch [37][520/2505] lr: 5.000e-05, eta: 1 day, 5:27:11, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.7547, top5_acc: 0.8990, loss_cls: 0.9841, loss: 0.9841, grad_norm: 16.7680 2020-08-11 06:38:50,889 - mmaction - INFO - Epoch [37][540/2505] lr: 5.000e-05, eta: 1 day, 5:26:31, time: 1.887, data_time: 0.001, memory: 8521, top1_acc: 0.7510, top5_acc: 0.8979, loss_cls: 1.0165, loss: 1.0165, grad_norm: 18.1132 2020-08-11 06:39:28,162 - mmaction - INFO - Epoch [37][560/2505] lr: 5.000e-05, eta: 1 day, 5:25:52, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7328, top5_acc: 0.8922, loss_cls: 1.0546, loss: 1.0546, grad_norm: 18.2533 2020-08-11 06:40:05,460 - mmaction - INFO - Epoch [37][580/2505] lr: 5.000e-05, eta: 1 day, 5:25:12, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7536, top5_acc: 0.8958, loss_cls: 1.0170, loss: 1.0170, grad_norm: 17.4909 2020-08-11 06:40:43,188 - mmaction - INFO - Epoch [37][600/2505] lr: 5.000e-05, eta: 1 day, 5:24:32, time: 1.886, data_time: 0.001, memory: 8521, top1_acc: 0.7333, top5_acc: 0.8911, loss_cls: 1.0484, loss: 1.0484, grad_norm: 17.4443 2020-08-11 06:41:20,778 - mmaction - INFO - Epoch [37][620/2505] lr: 5.000e-05, eta: 1 day, 5:23:53, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.7609, top5_acc: 0.8964, loss_cls: 1.0312, loss: 1.0312, grad_norm: 17.1937 2020-08-11 06:41:58,040 - mmaction - INFO - Epoch [37][640/2505] lr: 5.000e-05, eta: 1 day, 5:23:13, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7422, top5_acc: 0.8932, loss_cls: 0.9973, loss: 0.9973, grad_norm: 17.3597 2020-08-11 06:42:35,389 - mmaction - INFO - Epoch [37][660/2505] lr: 5.000e-05, eta: 1 day, 5:22:33, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7734, top5_acc: 0.8995, loss_cls: 0.9682, loss: 0.9682, grad_norm: 17.4192 2020-08-11 06:43:12,995 - mmaction - INFO - Epoch [37][680/2505] lr: 5.000e-05, eta: 1 day, 5:21:54, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.7724, top5_acc: 0.9109, loss_cls: 0.9330, loss: 0.9330, grad_norm: 16.6503 2020-08-11 06:43:50,385 - mmaction - INFO - Epoch [37][700/2505] lr: 5.000e-05, eta: 1 day, 5:21:14, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.7427, top5_acc: 0.8891, loss_cls: 1.0145, loss: 1.0145, grad_norm: 17.8807 2020-08-11 06:44:27,676 - mmaction - INFO - Epoch [37][720/2505] lr: 5.000e-05, eta: 1 day, 5:20:34, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7599, top5_acc: 0.8953, loss_cls: 1.0078, loss: 1.0078, grad_norm: 17.6016 2020-08-11 06:45:05,168 - mmaction - INFO - Epoch [37][740/2505] lr: 5.000e-05, eta: 1 day, 5:19:55, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.7646, top5_acc: 0.9104, loss_cls: 0.9476, loss: 0.9476, grad_norm: 16.8971 2020-08-11 06:45:42,571 - mmaction - INFO - Epoch [37][760/2505] lr: 5.000e-05, eta: 1 day, 5:19:15, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7786, top5_acc: 0.9042, loss_cls: 0.9375, loss: 0.9375, grad_norm: 16.8376 2020-08-11 06:46:20,152 - mmaction - INFO - Epoch [37][780/2505] lr: 5.000e-05, eta: 1 day, 5:18:35, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.7604, top5_acc: 0.8911, loss_cls: 1.0145, loss: 1.0145, grad_norm: 17.6901 2020-08-11 06:46:57,360 - mmaction - INFO - Epoch [37][800/2505] lr: 5.000e-05, eta: 1 day, 5:17:55, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7500, top5_acc: 0.8885, loss_cls: 1.0491, loss: 1.0491, grad_norm: 17.2145 2020-08-11 06:47:34,573 - mmaction - INFO - Epoch [37][820/2505] lr: 5.000e-05, eta: 1 day, 5:17:16, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7536, top5_acc: 0.8927, loss_cls: 1.0097, loss: 1.0097, grad_norm: 16.5495 2020-08-11 06:48:11,838 - mmaction - INFO - Epoch [37][840/2505] lr: 5.000e-05, eta: 1 day, 5:16:36, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7526, top5_acc: 0.9010, loss_cls: 0.9742, loss: 0.9742, grad_norm: 17.0314 2020-08-11 06:48:49,000 - mmaction - INFO - Epoch [37][860/2505] lr: 5.000e-05, eta: 1 day, 5:15:56, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7495, top5_acc: 0.8964, loss_cls: 1.0037, loss: 1.0037, grad_norm: 17.3915 2020-08-11 06:49:26,435 - mmaction - INFO - Epoch [37][880/2505] lr: 5.000e-05, eta: 1 day, 5:15:16, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.7469, top5_acc: 0.8932, loss_cls: 1.0300, loss: 1.0300, grad_norm: 17.5586 2020-08-11 06:50:03,709 - mmaction - INFO - Epoch [37][900/2505] lr: 5.000e-05, eta: 1 day, 5:14:36, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7495, top5_acc: 0.9021, loss_cls: 1.0031, loss: 1.0031, grad_norm: 17.0152 2020-08-11 06:50:40,981 - mmaction - INFO - Epoch [37][920/2505] lr: 5.000e-05, eta: 1 day, 5:13:57, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7594, top5_acc: 0.9047, loss_cls: 0.9626, loss: 0.9626, grad_norm: 17.3232 2020-08-11 06:51:18,138 - mmaction - INFO - Epoch [37][940/2505] lr: 5.000e-05, eta: 1 day, 5:13:17, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7375, top5_acc: 0.8917, loss_cls: 1.0282, loss: 1.0282, grad_norm: 17.9266 2020-08-11 06:51:55,266 - mmaction - INFO - Epoch [37][960/2505] lr: 5.000e-05, eta: 1 day, 5:12:37, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7536, top5_acc: 0.8990, loss_cls: 1.0263, loss: 1.0263, grad_norm: 17.5795 2020-08-11 06:52:32,551 - mmaction - INFO - Epoch [37][980/2505] lr: 5.000e-05, eta: 1 day, 5:11:57, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7594, top5_acc: 0.8906, loss_cls: 0.9870, loss: 0.9870, grad_norm: 16.9753 2020-08-11 06:53:10,054 - mmaction - INFO - Epoch [37][1000/2505] lr: 5.000e-05, eta: 1 day, 5:11:18, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.7547, top5_acc: 0.9010, loss_cls: 1.0051, loss: 1.0051, grad_norm: 17.5194 2020-08-11 06:53:47,389 - mmaction - INFO - Epoch [37][1020/2505] lr: 5.000e-05, eta: 1 day, 5:10:38, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7630, top5_acc: 0.9005, loss_cls: 0.9578, loss: 0.9578, grad_norm: 17.4692 2020-08-11 06:54:24,669 - mmaction - INFO - Epoch [37][1040/2505] lr: 5.000e-05, eta: 1 day, 5:09:58, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7594, top5_acc: 0.8958, loss_cls: 1.0025, loss: 1.0025, grad_norm: 17.5634 2020-08-11 06:55:01,865 - mmaction - INFO - Epoch [37][1060/2505] lr: 5.000e-05, eta: 1 day, 5:09:18, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7484, top5_acc: 0.8885, loss_cls: 1.0274, loss: 1.0274, grad_norm: 17.4453 2020-08-11 06:55:39,361 - mmaction - INFO - Epoch [37][1080/2505] lr: 5.000e-05, eta: 1 day, 5:08:39, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.7578, top5_acc: 0.9089, loss_cls: 0.9520, loss: 0.9520, grad_norm: 17.6340 2020-08-11 06:56:16,770 - mmaction - INFO - Epoch [37][1100/2505] lr: 5.000e-05, eta: 1 day, 5:07:59, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7500, top5_acc: 0.8927, loss_cls: 1.0319, loss: 1.0319, grad_norm: 17.5848 2020-08-11 06:56:53,963 - mmaction - INFO - Epoch [37][1120/2505] lr: 5.000e-05, eta: 1 day, 5:07:19, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7474, top5_acc: 0.9021, loss_cls: 1.0005, loss: 1.0005, grad_norm: 17.9518 2020-08-11 06:57:31,264 - mmaction - INFO - Epoch [37][1140/2505] lr: 5.000e-05, eta: 1 day, 5:06:39, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7438, top5_acc: 0.8948, loss_cls: 1.0300, loss: 1.0300, grad_norm: 18.5649 2020-08-11 06:58:08,421 - mmaction - INFO - Epoch [37][1160/2505] lr: 5.000e-05, eta: 1 day, 5:06:00, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7443, top5_acc: 0.8964, loss_cls: 1.0216, loss: 1.0216, grad_norm: 17.3177 2020-08-11 06:58:45,577 - mmaction - INFO - Epoch [37][1180/2505] lr: 5.000e-05, eta: 1 day, 5:05:20, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7521, top5_acc: 0.9042, loss_cls: 0.9773, loss: 0.9773, grad_norm: 17.4602 2020-08-11 06:59:22,867 - mmaction - INFO - Epoch [37][1200/2505] lr: 5.000e-05, eta: 1 day, 5:04:40, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7531, top5_acc: 0.8969, loss_cls: 1.0274, loss: 1.0274, grad_norm: 17.5820 2020-08-11 07:00:00,106 - mmaction - INFO - Epoch [37][1220/2505] lr: 5.000e-05, eta: 1 day, 5:04:00, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7510, top5_acc: 0.8958, loss_cls: 1.0162, loss: 1.0162, grad_norm: 17.2756 2020-08-11 07:00:40,773 - mmaction - INFO - Epoch [37][1240/2505] lr: 5.000e-05, eta: 1 day, 5:03:23, time: 2.032, data_time: 0.001, memory: 8521, top1_acc: 0.7510, top5_acc: 0.8906, loss_cls: 1.0118, loss: 1.0118, grad_norm: 17.3263 2020-08-11 07:01:18,176 - mmaction - INFO - Epoch [37][1260/2505] lr: 5.000e-05, eta: 1 day, 5:02:43, time: 1.871, data_time: 0.008, memory: 8521, top1_acc: 0.7615, top5_acc: 0.8964, loss_cls: 1.0138, loss: 1.0138, grad_norm: 17.0976 2020-08-11 07:01:55,440 - mmaction - INFO - Epoch [37][1280/2505] lr: 5.000e-05, eta: 1 day, 5:02:03, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7562, top5_acc: 0.9000, loss_cls: 0.9782, loss: 0.9782, grad_norm: 16.5805 2020-08-11 07:02:32,640 - mmaction - INFO - Epoch [37][1300/2505] lr: 5.000e-05, eta: 1 day, 5:01:23, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7438, top5_acc: 0.8906, loss_cls: 1.0610, loss: 1.0610, grad_norm: 17.7680 2020-08-11 07:03:09,908 - mmaction - INFO - Epoch [37][1320/2505] lr: 5.000e-05, eta: 1 day, 5:00:44, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7589, top5_acc: 0.8911, loss_cls: 0.9952, loss: 0.9952, grad_norm: 17.4353 2020-08-11 07:03:47,476 - mmaction - INFO - Epoch [37][1340/2505] lr: 5.000e-05, eta: 1 day, 5:00:04, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.7620, top5_acc: 0.9078, loss_cls: 0.9593, loss: 0.9593, grad_norm: 17.7207 2020-08-11 07:04:24,740 - mmaction - INFO - Epoch [37][1360/2505] lr: 5.000e-05, eta: 1 day, 4:59:24, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7542, top5_acc: 0.8958, loss_cls: 1.0065, loss: 1.0065, grad_norm: 17.3228 2020-08-11 07:05:02,781 - mmaction - INFO - Epoch [37][1380/2505] lr: 5.000e-05, eta: 1 day, 4:58:45, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.7365, top5_acc: 0.8911, loss_cls: 1.0638, loss: 1.0638, grad_norm: 17.6041 2020-08-11 07:05:40,385 - mmaction - INFO - Epoch [37][1400/2505] lr: 5.000e-05, eta: 1 day, 4:58:05, time: 1.909, data_time: 0.030, memory: 8521, top1_acc: 0.7682, top5_acc: 0.8990, loss_cls: 0.9662, loss: 0.9662, grad_norm: 17.1517 2020-08-11 07:06:17,641 - mmaction - INFO - Epoch [37][1420/2505] lr: 5.000e-05, eta: 1 day, 4:57:26, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7417, top5_acc: 0.8901, loss_cls: 1.0217, loss: 1.0217, grad_norm: 17.6057 2020-08-11 07:06:54,844 - mmaction - INFO - Epoch [37][1440/2505] lr: 5.000e-05, eta: 1 day, 4:56:46, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7396, top5_acc: 0.8844, loss_cls: 1.0909, loss: 1.0909, grad_norm: 17.7801 2020-08-11 07:07:32,388 - mmaction - INFO - Epoch [37][1460/2505] lr: 5.000e-05, eta: 1 day, 4:56:06, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.7531, top5_acc: 0.8990, loss_cls: 0.9953, loss: 0.9953, grad_norm: 16.9340 2020-08-11 07:08:09,792 - mmaction - INFO - Epoch [37][1480/2505] lr: 5.000e-05, eta: 1 day, 4:55:27, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7432, top5_acc: 0.8932, loss_cls: 1.0637, loss: 1.0637, grad_norm: 17.5377 2020-08-11 07:08:47,031 - mmaction - INFO - Epoch [37][1500/2505] lr: 5.000e-05, eta: 1 day, 4:54:47, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7510, top5_acc: 0.9073, loss_cls: 0.9886, loss: 0.9886, grad_norm: 17.4921 2020-08-11 07:09:24,415 - mmaction - INFO - Epoch [37][1520/2505] lr: 5.000e-05, eta: 1 day, 4:54:07, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.7661, top5_acc: 0.9031, loss_cls: 0.9848, loss: 0.9848, grad_norm: 16.9586 2020-08-11 07:10:01,840 - mmaction - INFO - Epoch [37][1540/2505] lr: 5.000e-05, eta: 1 day, 4:53:27, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.7417, top5_acc: 0.8906, loss_cls: 1.0589, loss: 1.0589, grad_norm: 17.4912 2020-08-11 07:10:39,230 - mmaction - INFO - Epoch [37][1560/2505] lr: 5.000e-05, eta: 1 day, 4:52:48, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7370, top5_acc: 0.8932, loss_cls: 1.0397, loss: 1.0397, grad_norm: 18.5566 2020-08-11 07:11:16,481 - mmaction - INFO - Epoch [37][1580/2505] lr: 5.000e-05, eta: 1 day, 4:52:08, time: 1.862, data_time: 0.000, memory: 8521, top1_acc: 0.7531, top5_acc: 0.8943, loss_cls: 1.0365, loss: 1.0365, grad_norm: 17.1454 2020-08-11 07:11:53,972 - mmaction - INFO - Epoch [37][1600/2505] lr: 5.000e-05, eta: 1 day, 4:51:28, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.7552, top5_acc: 0.9016, loss_cls: 0.9904, loss: 0.9904, grad_norm: 16.8837 2020-08-11 07:12:31,280 - mmaction - INFO - Epoch [37][1620/2505] lr: 5.000e-05, eta: 1 day, 4:50:49, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7625, top5_acc: 0.8964, loss_cls: 0.9800, loss: 0.9800, grad_norm: 17.5657 2020-08-11 07:13:08,664 - mmaction - INFO - Epoch [37][1640/2505] lr: 5.000e-05, eta: 1 day, 4:50:09, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.7667, top5_acc: 0.9115, loss_cls: 0.9391, loss: 0.9391, grad_norm: 17.2669 2020-08-11 07:13:46,071 - mmaction - INFO - Epoch [37][1660/2505] lr: 5.000e-05, eta: 1 day, 4:49:29, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7443, top5_acc: 0.8958, loss_cls: 1.0646, loss: 1.0646, grad_norm: 18.0142 2020-08-11 07:14:23,330 - mmaction - INFO - Epoch [37][1680/2505] lr: 5.000e-05, eta: 1 day, 4:48:50, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7635, top5_acc: 0.8927, loss_cls: 0.9877, loss: 0.9877, grad_norm: 16.3314 2020-08-11 07:15:00,639 - mmaction - INFO - Epoch [37][1700/2505] lr: 5.000e-05, eta: 1 day, 4:48:10, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7453, top5_acc: 0.8922, loss_cls: 1.0501, loss: 1.0501, grad_norm: 17.8631 2020-08-11 07:15:37,808 - mmaction - INFO - Epoch [37][1720/2505] lr: 5.000e-05, eta: 1 day, 4:47:30, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7495, top5_acc: 0.8927, loss_cls: 1.0198, loss: 1.0198, grad_norm: 17.3597 2020-08-11 07:16:15,049 - mmaction - INFO - Epoch [37][1740/2505] lr: 5.000e-05, eta: 1 day, 4:46:50, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7599, top5_acc: 0.8964, loss_cls: 1.0070, loss: 1.0070, grad_norm: 16.6598 2020-08-11 07:16:52,458 - mmaction - INFO - Epoch [37][1760/2505] lr: 5.000e-05, eta: 1 day, 4:46:11, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7594, top5_acc: 0.8958, loss_cls: 1.0013, loss: 1.0013, grad_norm: 16.8482 2020-08-11 07:17:29,610 - mmaction - INFO - Epoch [37][1780/2505] lr: 5.000e-05, eta: 1 day, 4:45:31, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7594, top5_acc: 0.8938, loss_cls: 0.9900, loss: 0.9900, grad_norm: 16.9362 2020-08-11 07:18:06,797 - mmaction - INFO - Epoch [37][1800/2505] lr: 5.000e-05, eta: 1 day, 4:44:51, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7531, top5_acc: 0.9047, loss_cls: 1.0052, loss: 1.0052, grad_norm: 17.3094 2020-08-11 07:18:44,057 - mmaction - INFO - Epoch [37][1820/2505] lr: 5.000e-05, eta: 1 day, 4:44:11, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7401, top5_acc: 0.8943, loss_cls: 1.0355, loss: 1.0355, grad_norm: 16.9889 2020-08-11 07:19:21,496 - mmaction - INFO - Epoch [37][1840/2505] lr: 5.000e-05, eta: 1 day, 4:43:32, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.7693, top5_acc: 0.9125, loss_cls: 0.9178, loss: 0.9178, grad_norm: 16.8968 2020-08-11 07:19:58,768 - mmaction - INFO - Epoch [37][1860/2505] lr: 5.000e-05, eta: 1 day, 4:42:52, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7313, top5_acc: 0.8969, loss_cls: 1.0586, loss: 1.0586, grad_norm: 18.0395 2020-08-11 07:20:35,983 - mmaction - INFO - Epoch [37][1880/2505] lr: 5.000e-05, eta: 1 day, 4:42:12, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7672, top5_acc: 0.9063, loss_cls: 0.9661, loss: 0.9661, grad_norm: 17.5511 2020-08-11 07:21:13,227 - mmaction - INFO - Epoch [37][1900/2505] lr: 5.000e-05, eta: 1 day, 4:41:33, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7458, top5_acc: 0.8958, loss_cls: 0.9928, loss: 0.9928, grad_norm: 17.4402 2020-08-11 07:21:50,571 - mmaction - INFO - Epoch [37][1920/2505] lr: 5.000e-05, eta: 1 day, 4:40:53, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7667, top5_acc: 0.9042, loss_cls: 0.9480, loss: 0.9480, grad_norm: 17.3448 2020-08-11 07:22:27,928 - mmaction - INFO - Epoch [37][1940/2505] lr: 5.000e-05, eta: 1 day, 4:40:13, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7505, top5_acc: 0.8958, loss_cls: 1.0285, loss: 1.0285, grad_norm: 18.6521 2020-08-11 07:23:05,171 - mmaction - INFO - Epoch [37][1960/2505] lr: 5.000e-05, eta: 1 day, 4:39:33, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7484, top5_acc: 0.8932, loss_cls: 1.0394, loss: 1.0394, grad_norm: 17.3769 2020-08-11 07:23:42,494 - mmaction - INFO - Epoch [37][1980/2505] lr: 5.000e-05, eta: 1 day, 4:38:54, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7667, top5_acc: 0.9010, loss_cls: 0.9541, loss: 0.9541, grad_norm: 16.5005 2020-08-11 07:24:19,729 - mmaction - INFO - Epoch [37][2000/2505] lr: 5.000e-05, eta: 1 day, 4:38:14, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7312, top5_acc: 0.8885, loss_cls: 1.0693, loss: 1.0693, grad_norm: 17.8162 2020-08-11 07:24:57,133 - mmaction - INFO - Epoch [37][2020/2505] lr: 5.000e-05, eta: 1 day, 4:37:34, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7630, top5_acc: 0.9021, loss_cls: 0.9740, loss: 0.9740, grad_norm: 17.1128 2020-08-11 07:25:34,424 - mmaction - INFO - Epoch [37][2040/2505] lr: 5.000e-05, eta: 1 day, 4:36:55, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7536, top5_acc: 0.8948, loss_cls: 1.0241, loss: 1.0241, grad_norm: 17.1173 2020-08-11 07:26:11,687 - mmaction - INFO - Epoch [37][2060/2505] lr: 5.000e-05, eta: 1 day, 4:36:15, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7500, top5_acc: 0.8964, loss_cls: 0.9986, loss: 0.9986, grad_norm: 16.8628 2020-08-11 07:26:49,002 - mmaction - INFO - Epoch [37][2080/2505] lr: 5.000e-05, eta: 1 day, 4:35:35, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7703, top5_acc: 0.9135, loss_cls: 0.9270, loss: 0.9270, grad_norm: 17.1666 2020-08-11 07:27:26,304 - mmaction - INFO - Epoch [37][2100/2505] lr: 5.000e-05, eta: 1 day, 4:34:56, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7490, top5_acc: 0.8984, loss_cls: 1.0118, loss: 1.0118, grad_norm: 17.7583 2020-08-11 07:28:03,769 - mmaction - INFO - Epoch [37][2120/2505] lr: 5.000e-05, eta: 1 day, 4:34:16, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.7474, top5_acc: 0.8870, loss_cls: 1.0502, loss: 1.0502, grad_norm: 17.2352 2020-08-11 07:28:40,943 - mmaction - INFO - Epoch [37][2140/2505] lr: 5.000e-05, eta: 1 day, 4:33:36, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7599, top5_acc: 0.9016, loss_cls: 0.9865, loss: 0.9865, grad_norm: 17.1452 2020-08-11 07:29:18,303 - mmaction - INFO - Epoch [37][2160/2505] lr: 5.000e-05, eta: 1 day, 4:32:57, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7250, top5_acc: 0.8797, loss_cls: 1.1484, loss: 1.1484, grad_norm: 18.6705 2020-08-11 07:29:55,672 - mmaction - INFO - Epoch [37][2180/2505] lr: 5.000e-05, eta: 1 day, 4:32:17, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7458, top5_acc: 0.8891, loss_cls: 1.0419, loss: 1.0419, grad_norm: 17.2239 2020-08-11 07:30:32,964 - mmaction - INFO - Epoch [37][2200/2505] lr: 5.000e-05, eta: 1 day, 4:31:37, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7453, top5_acc: 0.9021, loss_cls: 1.0194, loss: 1.0194, grad_norm: 18.0215 2020-08-11 07:31:10,177 - mmaction - INFO - Epoch [37][2220/2505] lr: 5.000e-05, eta: 1 day, 4:30:57, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7516, top5_acc: 0.8906, loss_cls: 1.0767, loss: 1.0767, grad_norm: 17.9639 2020-08-11 07:31:47,474 - mmaction - INFO - Epoch [37][2240/2505] lr: 5.000e-05, eta: 1 day, 4:30:18, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7552, top5_acc: 0.8974, loss_cls: 0.9797, loss: 0.9797, grad_norm: 17.0052 2020-08-11 07:32:24,743 - mmaction - INFO - Epoch [37][2260/2505] lr: 5.000e-05, eta: 1 day, 4:29:38, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7427, top5_acc: 0.8828, loss_cls: 1.0710, loss: 1.0710, grad_norm: 17.2002 2020-08-11 07:33:01,895 - mmaction - INFO - Epoch [37][2280/2505] lr: 5.000e-05, eta: 1 day, 4:28:58, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7536, top5_acc: 0.8932, loss_cls: 1.0306, loss: 1.0306, grad_norm: 17.1646 2020-08-11 07:33:39,152 - mmaction - INFO - Epoch [37][2300/2505] lr: 5.000e-05, eta: 1 day, 4:28:19, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7536, top5_acc: 0.9021, loss_cls: 0.9910, loss: 0.9910, grad_norm: 16.7385 2020-08-11 07:34:16,351 - mmaction - INFO - Epoch [37][2320/2505] lr: 5.000e-05, eta: 1 day, 4:27:39, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7615, top5_acc: 0.9094, loss_cls: 0.9200, loss: 0.9200, grad_norm: 16.7240 2020-08-11 07:34:53,593 - mmaction - INFO - Epoch [37][2340/2505] lr: 5.000e-05, eta: 1 day, 4:26:59, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7516, top5_acc: 0.8958, loss_cls: 1.0319, loss: 1.0319, grad_norm: 17.0887 2020-08-11 07:35:30,718 - mmaction - INFO - Epoch [37][2360/2505] lr: 5.000e-05, eta: 1 day, 4:26:19, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7531, top5_acc: 0.9031, loss_cls: 0.9899, loss: 0.9899, grad_norm: 17.0293 2020-08-11 07:36:07,872 - mmaction - INFO - Epoch [37][2380/2505] lr: 5.000e-05, eta: 1 day, 4:25:40, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7563, top5_acc: 0.8990, loss_cls: 0.9925, loss: 0.9925, grad_norm: 17.3931 2020-08-11 07:36:45,114 - mmaction - INFO - Epoch [37][2400/2505] lr: 5.000e-05, eta: 1 day, 4:25:00, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7578, top5_acc: 0.9047, loss_cls: 0.9699, loss: 0.9699, grad_norm: 17.5788 2020-08-11 07:37:22,388 - mmaction - INFO - Epoch [37][2420/2505] lr: 5.000e-05, eta: 1 day, 4:24:20, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7297, top5_acc: 0.8807, loss_cls: 1.1217, loss: 1.1217, grad_norm: 18.4448 2020-08-11 07:37:59,542 - mmaction - INFO - Epoch [37][2440/2505] lr: 5.000e-05, eta: 1 day, 4:23:40, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7609, top5_acc: 0.9026, loss_cls: 0.9765, loss: 0.9765, grad_norm: 17.4275 2020-08-11 07:38:36,815 - mmaction - INFO - Epoch [37][2460/2505] lr: 5.000e-05, eta: 1 day, 4:23:01, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7547, top5_acc: 0.9000, loss_cls: 0.9966, loss: 0.9966, grad_norm: 17.5306 2020-08-11 07:39:13,948 - mmaction - INFO - Epoch [37][2480/2505] lr: 5.000e-05, eta: 1 day, 4:22:21, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7437, top5_acc: 0.8958, loss_cls: 1.0216, loss: 1.0216, grad_norm: 18.1855 2020-08-11 07:39:51,123 - mmaction - INFO - Epoch [37][2500/2505] lr: 5.000e-05, eta: 1 day, 4:21:41, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7604, top5_acc: 0.8964, loss_cls: 0.9865, loss: 0.9865, grad_norm: 16.9234 2020-08-11 07:41:38,514 - mmaction - INFO - Epoch [38][20/2505] lr: 5.000e-05, eta: 1 day, 4:21:17, time: 4.565, data_time: 2.649, memory: 8521, top1_acc: 0.7443, top5_acc: 0.8948, loss_cls: 1.0250, loss: 1.0250, grad_norm: 18.1819 2020-08-11 07:42:16,433 - mmaction - INFO - Epoch [38][40/2505] lr: 5.000e-05, eta: 1 day, 4:20:38, time: 1.896, data_time: 0.007, memory: 8521, top1_acc: 0.7417, top5_acc: 0.8969, loss_cls: 1.0242, loss: 1.0242, grad_norm: 18.0944 2020-08-11 07:42:54,265 - mmaction - INFO - Epoch [38][60/2505] lr: 5.000e-05, eta: 1 day, 4:19:58, time: 1.892, data_time: 0.001, memory: 8521, top1_acc: 0.7729, top5_acc: 0.8974, loss_cls: 0.9349, loss: 0.9349, grad_norm: 17.2700 2020-08-11 07:43:32,066 - mmaction - INFO - Epoch [38][80/2505] lr: 5.000e-05, eta: 1 day, 4:19:19, time: 1.890, data_time: 0.001, memory: 8521, top1_acc: 0.7656, top5_acc: 0.8932, loss_cls: 1.0118, loss: 1.0118, grad_norm: 17.4690 2020-08-11 07:44:09,830 - mmaction - INFO - Epoch [38][100/2505] lr: 5.000e-05, eta: 1 day, 4:18:39, time: 1.888, data_time: 0.001, memory: 8521, top1_acc: 0.7469, top5_acc: 0.8984, loss_cls: 1.0046, loss: 1.0046, grad_norm: 16.9793 2020-08-11 07:44:47,403 - mmaction - INFO - Epoch [38][120/2505] lr: 5.000e-05, eta: 1 day, 4:18:00, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.7625, top5_acc: 0.9078, loss_cls: 0.9707, loss: 0.9707, grad_norm: 17.3737 2020-08-11 07:45:25,397 - mmaction - INFO - Epoch [38][140/2505] lr: 5.000e-05, eta: 1 day, 4:17:21, time: 1.900, data_time: 0.001, memory: 8521, top1_acc: 0.7458, top5_acc: 0.8922, loss_cls: 1.0456, loss: 1.0456, grad_norm: 18.0105 2020-08-11 07:46:03,010 - mmaction - INFO - Epoch [38][160/2505] lr: 5.000e-05, eta: 1 day, 4:16:41, time: 1.881, data_time: 0.002, memory: 8521, top1_acc: 0.7594, top5_acc: 0.9026, loss_cls: 0.9561, loss: 0.9561, grad_norm: 17.6212 2020-08-11 07:46:40,370 - mmaction - INFO - Epoch [38][180/2505] lr: 5.000e-05, eta: 1 day, 4:16:01, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7484, top5_acc: 0.8964, loss_cls: 1.0143, loss: 1.0143, grad_norm: 17.5294 2020-08-11 07:47:18,277 - mmaction - INFO - Epoch [38][200/2505] lr: 5.000e-05, eta: 1 day, 4:15:22, time: 1.895, data_time: 0.001, memory: 8521, top1_acc: 0.7547, top5_acc: 0.8901, loss_cls: 1.0159, loss: 1.0159, grad_norm: 17.2768 2020-08-11 07:47:55,898 - mmaction - INFO - Epoch [38][220/2505] lr: 5.000e-05, eta: 1 day, 4:14:43, time: 1.881, data_time: 0.001, memory: 8521, top1_acc: 0.7557, top5_acc: 0.8901, loss_cls: 1.0223, loss: 1.0223, grad_norm: 17.3297 2020-08-11 07:48:33,535 - mmaction - INFO - Epoch [38][240/2505] lr: 5.000e-05, eta: 1 day, 4:14:03, time: 1.882, data_time: 0.001, memory: 8521, top1_acc: 0.7437, top5_acc: 0.8917, loss_cls: 1.0350, loss: 1.0350, grad_norm: 17.5596 2020-08-11 07:49:11,250 - mmaction - INFO - Epoch [38][260/2505] lr: 5.000e-05, eta: 1 day, 4:13:24, time: 1.886, data_time: 0.001, memory: 8521, top1_acc: 0.7505, top5_acc: 0.9026, loss_cls: 0.9787, loss: 0.9787, grad_norm: 17.0005 2020-08-11 07:49:48,783 - mmaction - INFO - Epoch [38][280/2505] lr: 5.000e-05, eta: 1 day, 4:12:44, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.7641, top5_acc: 0.8979, loss_cls: 0.9801, loss: 0.9801, grad_norm: 16.7865 2020-08-11 07:50:26,336 - mmaction - INFO - Epoch [38][300/2505] lr: 5.000e-05, eta: 1 day, 4:12:05, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.7563, top5_acc: 0.8885, loss_cls: 1.0021, loss: 1.0021, grad_norm: 17.7969 2020-08-11 07:52:00,611 - mmaction - INFO - Epoch [38][320/2505] lr: 5.000e-05, eta: 1 day, 4:11:57, time: 4.714, data_time: 0.001, memory: 8521, top1_acc: 0.7552, top5_acc: 0.9036, loss_cls: 0.9780, loss: 0.9780, grad_norm: 17.2531 2020-08-11 07:52:38,236 - mmaction - INFO - Epoch [38][340/2505] lr: 5.000e-05, eta: 1 day, 4:11:17, time: 1.881, data_time: 0.001, memory: 8521, top1_acc: 0.7604, top5_acc: 0.8906, loss_cls: 0.9981, loss: 0.9981, grad_norm: 17.1744 2020-08-11 07:53:15,746 - mmaction - INFO - Epoch [38][360/2505] lr: 5.000e-05, eta: 1 day, 4:10:38, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.7521, top5_acc: 0.8984, loss_cls: 1.0138, loss: 1.0138, grad_norm: 17.5193 2020-08-11 07:53:53,131 - mmaction - INFO - Epoch [38][380/2505] lr: 5.000e-05, eta: 1 day, 4:09:58, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.7578, top5_acc: 0.9031, loss_cls: 0.9685, loss: 0.9685, grad_norm: 17.2072 2020-08-11 07:54:30,734 - mmaction - INFO - Epoch [38][400/2505] lr: 5.000e-05, eta: 1 day, 4:09:19, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.7542, top5_acc: 0.9073, loss_cls: 0.9727, loss: 0.9727, grad_norm: 17.1055 2020-08-11 07:55:08,568 - mmaction - INFO - Epoch [38][420/2505] lr: 5.000e-05, eta: 1 day, 4:08:39, time: 1.891, data_time: 0.001, memory: 8521, top1_acc: 0.7641, top5_acc: 0.8974, loss_cls: 0.9837, loss: 0.9837, grad_norm: 17.2024 2020-08-11 07:55:46,583 - mmaction - INFO - Epoch [38][440/2505] lr: 5.000e-05, eta: 1 day, 4:08:00, time: 1.901, data_time: 0.002, memory: 8521, top1_acc: 0.7469, top5_acc: 0.8958, loss_cls: 1.0155, loss: 1.0155, grad_norm: 17.0365 2020-08-11 07:56:24,132 - mmaction - INFO - Epoch [38][460/2505] lr: 5.000e-05, eta: 1 day, 4:07:20, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.7557, top5_acc: 0.8948, loss_cls: 1.0001, loss: 1.0001, grad_norm: 16.9312 2020-08-11 07:57:01,863 - mmaction - INFO - Epoch [38][480/2505] lr: 5.000e-05, eta: 1 day, 4:06:41, time: 1.887, data_time: 0.001, memory: 8521, top1_acc: 0.7573, top5_acc: 0.9068, loss_cls: 0.9821, loss: 0.9821, grad_norm: 17.6165 2020-08-11 07:57:39,457 - mmaction - INFO - Epoch [38][500/2505] lr: 5.000e-05, eta: 1 day, 4:06:02, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.7500, top5_acc: 0.8917, loss_cls: 1.0413, loss: 1.0413, grad_norm: 17.8126 2020-08-11 07:58:16,984 - mmaction - INFO - Epoch [38][520/2505] lr: 5.000e-05, eta: 1 day, 4:05:22, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.7464, top5_acc: 0.8995, loss_cls: 0.9921, loss: 0.9921, grad_norm: 17.3584 2020-08-11 07:58:54,670 - mmaction - INFO - Epoch [38][540/2505] lr: 5.000e-05, eta: 1 day, 4:04:42, time: 1.884, data_time: 0.001, memory: 8521, top1_acc: 0.7599, top5_acc: 0.9057, loss_cls: 0.9756, loss: 0.9756, grad_norm: 17.2531 2020-08-11 07:59:32,265 - mmaction - INFO - Epoch [38][560/2505] lr: 5.000e-05, eta: 1 day, 4:04:03, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.7693, top5_acc: 0.9026, loss_cls: 0.9381, loss: 0.9381, grad_norm: 17.1578 2020-08-11 08:00:12,279 - mmaction - INFO - Epoch [38][580/2505] lr: 5.000e-05, eta: 1 day, 4:03:25, time: 2.000, data_time: 0.001, memory: 8521, top1_acc: 0.7599, top5_acc: 0.9000, loss_cls: 0.9693, loss: 0.9693, grad_norm: 17.7821 2020-08-11 08:00:49,899 - mmaction - INFO - Epoch [38][600/2505] lr: 5.000e-05, eta: 1 day, 4:02:45, time: 1.882, data_time: 0.011, memory: 8521, top1_acc: 0.7490, top5_acc: 0.9026, loss_cls: 0.9770, loss: 0.9770, grad_norm: 17.4491 2020-08-11 08:01:27,464 - mmaction - INFO - Epoch [38][620/2505] lr: 5.000e-05, eta: 1 day, 4:02:06, time: 1.878, data_time: 0.002, memory: 8521, top1_acc: 0.7672, top5_acc: 0.8990, loss_cls: 0.9409, loss: 0.9409, grad_norm: 17.4232 2020-08-11 08:02:04,774 - mmaction - INFO - Epoch [38][640/2505] lr: 5.000e-05, eta: 1 day, 4:01:26, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7656, top5_acc: 0.9052, loss_cls: 0.9311, loss: 0.9311, grad_norm: 17.0701 2020-08-11 08:02:42,164 - mmaction - INFO - Epoch [38][660/2505] lr: 5.000e-05, eta: 1 day, 4:00:46, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.7609, top5_acc: 0.9026, loss_cls: 0.9929, loss: 0.9929, grad_norm: 17.8951 2020-08-11 08:03:19,557 - mmaction - INFO - Epoch [38][680/2505] lr: 5.000e-05, eta: 1 day, 4:00:07, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7557, top5_acc: 0.8969, loss_cls: 1.0170, loss: 1.0170, grad_norm: 18.1791 2020-08-11 08:03:57,197 - mmaction - INFO - Epoch [38][700/2505] lr: 5.000e-05, eta: 1 day, 3:59:27, time: 1.882, data_time: 0.001, memory: 8521, top1_acc: 0.7776, top5_acc: 0.9115, loss_cls: 0.9125, loss: 0.9125, grad_norm: 16.5161 2020-08-11 08:04:35,050 - mmaction - INFO - Epoch [38][720/2505] lr: 5.000e-05, eta: 1 day, 3:58:48, time: 1.893, data_time: 0.001, memory: 8521, top1_acc: 0.7656, top5_acc: 0.9057, loss_cls: 0.9648, loss: 0.9648, grad_norm: 17.2433 2020-08-11 08:05:13,259 - mmaction - INFO - Epoch [38][740/2505] lr: 5.000e-05, eta: 1 day, 3:58:09, time: 1.909, data_time: 0.001, memory: 8521, top1_acc: 0.7609, top5_acc: 0.8953, loss_cls: 0.9614, loss: 0.9614, grad_norm: 17.5807 2020-08-11 08:05:50,960 - mmaction - INFO - Epoch [38][760/2505] lr: 5.000e-05, eta: 1 day, 3:57:29, time: 1.887, data_time: 0.004, memory: 8521, top1_acc: 0.7615, top5_acc: 0.9010, loss_cls: 0.9622, loss: 0.9622, grad_norm: 17.5068 2020-08-11 08:06:28,526 - mmaction - INFO - Epoch [38][780/2505] lr: 5.000e-05, eta: 1 day, 3:56:50, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.7427, top5_acc: 0.9000, loss_cls: 1.0212, loss: 1.0212, grad_norm: 18.9211 2020-08-11 08:07:05,994 - mmaction - INFO - Epoch [38][800/2505] lr: 5.000e-05, eta: 1 day, 3:56:10, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.7609, top5_acc: 0.9042, loss_cls: 0.9776, loss: 0.9776, grad_norm: 17.3207 2020-08-11 08:07:43,443 - mmaction - INFO - Epoch [38][820/2505] lr: 5.000e-05, eta: 1 day, 3:55:31, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.7349, top5_acc: 0.9042, loss_cls: 1.0740, loss: 1.0740, grad_norm: 19.2198 2020-08-11 08:08:20,783 - mmaction - INFO - Epoch [38][840/2505] lr: 5.000e-05, eta: 1 day, 3:54:51, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7547, top5_acc: 0.9000, loss_cls: 1.0019, loss: 1.0019, grad_norm: 17.3196 2020-08-11 08:08:58,211 - mmaction - INFO - Epoch [38][860/2505] lr: 5.000e-05, eta: 1 day, 3:54:11, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.7573, top5_acc: 0.8995, loss_cls: 0.9936, loss: 0.9936, grad_norm: 17.4215 2020-08-11 08:09:35,878 - mmaction - INFO - Epoch [38][880/2505] lr: 5.000e-05, eta: 1 day, 3:53:32, time: 1.883, data_time: 0.001, memory: 8521, top1_acc: 0.7406, top5_acc: 0.8885, loss_cls: 1.0418, loss: 1.0418, grad_norm: 17.4459 2020-08-11 08:10:13,677 - mmaction - INFO - Epoch [38][900/2505] lr: 5.000e-05, eta: 1 day, 3:52:53, time: 1.890, data_time: 0.001, memory: 8521, top1_acc: 0.7526, top5_acc: 0.8943, loss_cls: 1.0169, loss: 1.0169, grad_norm: 17.4350 2020-08-11 08:10:51,251 - mmaction - INFO - Epoch [38][920/2505] lr: 5.000e-05, eta: 1 day, 3:52:13, time: 1.879, data_time: 0.002, memory: 8521, top1_acc: 0.7495, top5_acc: 0.9010, loss_cls: 1.0062, loss: 1.0062, grad_norm: 17.9758 2020-08-11 08:11:28,659 - mmaction - INFO - Epoch [38][940/2505] lr: 5.000e-05, eta: 1 day, 3:51:33, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7661, top5_acc: 0.9078, loss_cls: 0.9290, loss: 0.9290, grad_norm: 16.9321 2020-08-11 08:12:06,495 - mmaction - INFO - Epoch [38][960/2505] lr: 5.000e-05, eta: 1 day, 3:50:54, time: 1.892, data_time: 0.001, memory: 8521, top1_acc: 0.7448, top5_acc: 0.8995, loss_cls: 1.0298, loss: 1.0298, grad_norm: 18.1513 2020-08-11 08:12:44,252 - mmaction - INFO - Epoch [38][980/2505] lr: 5.000e-05, eta: 1 day, 3:50:15, time: 1.888, data_time: 0.001, memory: 8521, top1_acc: 0.7359, top5_acc: 0.8828, loss_cls: 1.0798, loss: 1.0798, grad_norm: 17.8628 2020-08-11 08:13:21,709 - mmaction - INFO - Epoch [38][1000/2505] lr: 5.000e-05, eta: 1 day, 3:49:35, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.7661, top5_acc: 0.9115, loss_cls: 0.9540, loss: 0.9540, grad_norm: 16.9771 2020-08-11 08:13:59,258 - mmaction - INFO - Epoch [38][1020/2505] lr: 5.000e-05, eta: 1 day, 3:48:56, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.7474, top5_acc: 0.8969, loss_cls: 1.0236, loss: 1.0236, grad_norm: 17.2813 2020-08-11 08:14:36,677 - mmaction - INFO - Epoch [38][1040/2505] lr: 5.000e-05, eta: 1 day, 3:48:16, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.7479, top5_acc: 0.8969, loss_cls: 1.0425, loss: 1.0425, grad_norm: 18.3894 2020-08-11 08:15:14,059 - mmaction - INFO - Epoch [38][1060/2505] lr: 5.000e-05, eta: 1 day, 3:47:36, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.7604, top5_acc: 0.9047, loss_cls: 0.9969, loss: 0.9969, grad_norm: 17.2902 2020-08-11 08:15:51,724 - mmaction - INFO - Epoch [38][1080/2505] lr: 5.000e-05, eta: 1 day, 3:46:57, time: 1.883, data_time: 0.003, memory: 8521, top1_acc: 0.7583, top5_acc: 0.9021, loss_cls: 0.9969, loss: 0.9969, grad_norm: 17.3194 2020-08-11 08:16:29,217 - mmaction - INFO - Epoch [38][1100/2505] lr: 5.000e-05, eta: 1 day, 3:46:17, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.7667, top5_acc: 0.8964, loss_cls: 0.9974, loss: 0.9974, grad_norm: 17.7110 2020-08-11 08:17:06,771 - mmaction - INFO - Epoch [38][1120/2505] lr: 5.000e-05, eta: 1 day, 3:45:38, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.7667, top5_acc: 0.9031, loss_cls: 0.9820, loss: 0.9820, grad_norm: 17.3413 2020-08-11 08:17:44,080 - mmaction - INFO - Epoch [38][1140/2505] lr: 5.000e-05, eta: 1 day, 3:44:58, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.0546, loss: 1.0546, grad_norm: 17.9100 2020-08-11 08:18:21,575 - mmaction - INFO - Epoch [38][1160/2505] lr: 5.000e-05, eta: 1 day, 3:44:19, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.7333, top5_acc: 0.8911, loss_cls: 1.0755, loss: 1.0755, grad_norm: 17.6803 2020-08-11 08:18:59,055 - mmaction - INFO - Epoch [38][1180/2505] lr: 5.000e-05, eta: 1 day, 3:43:39, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.7333, top5_acc: 0.8953, loss_cls: 1.0512, loss: 1.0512, grad_norm: 17.7265 2020-08-11 08:19:36,692 - mmaction - INFO - Epoch [38][1200/2505] lr: 5.000e-05, eta: 1 day, 3:43:00, time: 1.882, data_time: 0.001, memory: 8521, top1_acc: 0.7573, top5_acc: 0.8948, loss_cls: 1.0205, loss: 1.0205, grad_norm: 17.6307 2020-08-11 08:20:14,337 - mmaction - INFO - Epoch [38][1220/2505] lr: 5.000e-05, eta: 1 day, 3:42:20, time: 1.882, data_time: 0.001, memory: 8521, top1_acc: 0.7661, top5_acc: 0.9036, loss_cls: 0.9476, loss: 0.9476, grad_norm: 17.3679 2020-08-11 08:20:51,946 - mmaction - INFO - Epoch [38][1240/2505] lr: 5.000e-05, eta: 1 day, 3:41:41, time: 1.881, data_time: 0.003, memory: 8521, top1_acc: 0.7557, top5_acc: 0.8906, loss_cls: 1.0356, loss: 1.0356, grad_norm: 18.2413 2020-08-11 08:21:29,408 - mmaction - INFO - Epoch [38][1260/2505] lr: 5.000e-05, eta: 1 day, 3:41:01, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.7615, top5_acc: 0.9094, loss_cls: 0.9979, loss: 0.9979, grad_norm: 18.1258 2020-08-11 08:22:06,933 - mmaction - INFO - Epoch [38][1280/2505] lr: 5.000e-05, eta: 1 day, 3:40:22, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.7411, top5_acc: 0.8870, loss_cls: 1.0761, loss: 1.0761, grad_norm: 17.9456 2020-08-11 08:22:44,551 - mmaction - INFO - Epoch [38][1300/2505] lr: 5.000e-05, eta: 1 day, 3:39:42, time: 1.881, data_time: 0.001, memory: 8521, top1_acc: 0.7635, top5_acc: 0.8958, loss_cls: 0.9818, loss: 0.9818, grad_norm: 16.9241 2020-08-11 08:23:21,936 - mmaction - INFO - Epoch [38][1320/2505] lr: 5.000e-05, eta: 1 day, 3:39:02, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.7536, top5_acc: 0.8979, loss_cls: 0.9964, loss: 0.9964, grad_norm: 17.6511 2020-08-11 08:23:59,601 - mmaction - INFO - Epoch [38][1340/2505] lr: 5.000e-05, eta: 1 day, 3:38:23, time: 1.883, data_time: 0.001, memory: 8521, top1_acc: 0.7750, top5_acc: 0.9099, loss_cls: 0.9396, loss: 0.9396, grad_norm: 17.8437 2020-08-11 08:24:36,852 - mmaction - INFO - Epoch [38][1360/2505] lr: 5.000e-05, eta: 1 day, 3:37:43, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7391, top5_acc: 0.8859, loss_cls: 1.0851, loss: 1.0851, grad_norm: 18.0867 2020-08-11 08:25:14,374 - mmaction - INFO - Epoch [38][1380/2505] lr: 5.000e-05, eta: 1 day, 3:37:04, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.7474, top5_acc: 0.8849, loss_cls: 1.0485, loss: 1.0485, grad_norm: 18.3392 2020-08-11 08:25:51,870 - mmaction - INFO - Epoch [38][1400/2505] lr: 5.000e-05, eta: 1 day, 3:36:24, time: 1.875, data_time: 0.003, memory: 8521, top1_acc: 0.7474, top5_acc: 0.9016, loss_cls: 1.0034, loss: 1.0034, grad_norm: 18.0686 2020-08-11 08:26:29,246 - mmaction - INFO - Epoch [38][1420/2505] lr: 5.000e-05, eta: 1 day, 3:35:45, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.7474, top5_acc: 0.8990, loss_cls: 1.0313, loss: 1.0313, grad_norm: 18.0559 2020-08-11 08:27:06,646 - mmaction - INFO - Epoch [38][1440/2505] lr: 5.000e-05, eta: 1 day, 3:35:05, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7698, top5_acc: 0.9078, loss_cls: 0.9305, loss: 0.9305, grad_norm: 17.1561 2020-08-11 08:27:44,253 - mmaction - INFO - Epoch [38][1460/2505] lr: 5.000e-05, eta: 1 day, 3:34:26, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.7563, top5_acc: 0.8979, loss_cls: 0.9919, loss: 0.9919, grad_norm: 17.3533 2020-08-11 08:28:21,711 - mmaction - INFO - Epoch [38][1480/2505] lr: 5.000e-05, eta: 1 day, 3:33:46, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.7635, top5_acc: 0.9083, loss_cls: 0.9562, loss: 0.9562, grad_norm: 17.6815 2020-08-11 08:28:59,300 - mmaction - INFO - Epoch [38][1500/2505] lr: 5.000e-05, eta: 1 day, 3:33:07, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.7599, top5_acc: 0.8948, loss_cls: 0.9923, loss: 0.9923, grad_norm: 17.9841 2020-08-11 08:29:36,528 - mmaction - INFO - Epoch [38][1520/2505] lr: 5.000e-05, eta: 1 day, 3:32:27, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7453, top5_acc: 0.8917, loss_cls: 1.0263, loss: 1.0263, grad_norm: 17.9245 2020-08-11 08:30:14,285 - mmaction - INFO - Epoch [38][1540/2505] lr: 5.000e-05, eta: 1 day, 3:31:47, time: 1.888, data_time: 0.001, memory: 8521, top1_acc: 0.7521, top5_acc: 0.8911, loss_cls: 1.0197, loss: 1.0197, grad_norm: 16.8451 2020-08-11 08:30:51,956 - mmaction - INFO - Epoch [38][1560/2505] lr: 5.000e-05, eta: 1 day, 3:31:08, time: 1.884, data_time: 0.003, memory: 8521, top1_acc: 0.7646, top5_acc: 0.9031, loss_cls: 0.9596, loss: 0.9596, grad_norm: 16.8772 2020-08-11 08:31:29,264 - mmaction - INFO - Epoch [38][1580/2505] lr: 5.000e-05, eta: 1 day, 3:30:28, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7661, top5_acc: 0.8906, loss_cls: 0.9771, loss: 0.9771, grad_norm: 16.9528 2020-08-11 08:32:06,883 - mmaction - INFO - Epoch [38][1600/2505] lr: 5.000e-05, eta: 1 day, 3:29:49, time: 1.881, data_time: 0.001, memory: 8521, top1_acc: 0.7406, top5_acc: 0.8896, loss_cls: 1.0354, loss: 1.0354, grad_norm: 17.6900 2020-08-11 08:32:44,337 - mmaction - INFO - Epoch [38][1620/2505] lr: 5.000e-05, eta: 1 day, 3:29:09, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.7615, top5_acc: 0.8958, loss_cls: 0.9801, loss: 0.9801, grad_norm: 16.7176 2020-08-11 08:33:22,007 - mmaction - INFO - Epoch [38][1640/2505] lr: 5.000e-05, eta: 1 day, 3:28:30, time: 1.884, data_time: 0.001, memory: 8521, top1_acc: 0.7458, top5_acc: 0.9005, loss_cls: 1.0321, loss: 1.0321, grad_norm: 17.9188 2020-08-11 08:33:59,428 - mmaction - INFO - Epoch [38][1660/2505] lr: 5.000e-05, eta: 1 day, 3:27:50, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.7526, top5_acc: 0.8922, loss_cls: 1.0007, loss: 1.0007, grad_norm: 16.9388 2020-08-11 08:34:36,827 - mmaction - INFO - Epoch [38][1680/2505] lr: 5.000e-05, eta: 1 day, 3:27:11, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7604, top5_acc: 0.9036, loss_cls: 0.9521, loss: 0.9521, grad_norm: 16.9469 2020-08-11 08:35:14,896 - mmaction - INFO - Epoch [38][1700/2505] lr: 5.000e-05, eta: 1 day, 3:26:32, time: 1.903, data_time: 0.001, memory: 8521, top1_acc: 0.7693, top5_acc: 0.9036, loss_cls: 0.9582, loss: 0.9582, grad_norm: 17.1196 2020-08-11 08:35:52,388 - mmaction - INFO - Epoch [38][1720/2505] lr: 5.000e-05, eta: 1 day, 3:25:52, time: 1.875, data_time: 0.004, memory: 8521, top1_acc: 0.7604, top5_acc: 0.9036, loss_cls: 0.9464, loss: 0.9464, grad_norm: 17.6856 2020-08-11 08:36:29,945 - mmaction - INFO - Epoch [38][1740/2505] lr: 5.000e-05, eta: 1 day, 3:25:13, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.7443, top5_acc: 0.8906, loss_cls: 1.0240, loss: 1.0240, grad_norm: 17.8855 2020-08-11 08:37:07,501 - mmaction - INFO - Epoch [38][1760/2505] lr: 5.000e-05, eta: 1 day, 3:24:33, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.7531, top5_acc: 0.9031, loss_cls: 0.9662, loss: 0.9662, grad_norm: 17.9418 2020-08-11 08:37:45,060 - mmaction - INFO - Epoch [38][1780/2505] lr: 5.000e-05, eta: 1 day, 3:23:54, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.7484, top5_acc: 0.8974, loss_cls: 0.9962, loss: 0.9962, grad_norm: 17.5344 2020-08-11 08:38:22,393 - mmaction - INFO - Epoch [38][1800/2505] lr: 5.000e-05, eta: 1 day, 3:23:14, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7552, top5_acc: 0.8958, loss_cls: 0.9918, loss: 0.9918, grad_norm: 17.4540 2020-08-11 08:38:59,810 - mmaction - INFO - Epoch [38][1820/2505] lr: 5.000e-05, eta: 1 day, 3:22:34, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.7573, top5_acc: 0.8927, loss_cls: 1.0160, loss: 1.0160, grad_norm: 17.5040 2020-08-11 08:39:37,273 - mmaction - INFO - Epoch [38][1840/2505] lr: 5.000e-05, eta: 1 day, 3:21:55, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.7375, top5_acc: 0.8896, loss_cls: 1.0643, loss: 1.0643, grad_norm: 18.3197 2020-08-11 08:40:15,206 - mmaction - INFO - Epoch [38][1860/2505] lr: 5.000e-05, eta: 1 day, 3:21:16, time: 1.896, data_time: 0.001, memory: 8521, top1_acc: 0.7411, top5_acc: 0.8875, loss_cls: 1.0794, loss: 1.0794, grad_norm: 18.4445 2020-08-11 08:40:52,837 - mmaction - INFO - Epoch [38][1880/2505] lr: 5.000e-05, eta: 1 day, 3:20:36, time: 1.881, data_time: 0.005, memory: 8521, top1_acc: 0.7599, top5_acc: 0.8974, loss_cls: 0.9592, loss: 0.9592, grad_norm: 15.9719 2020-08-11 08:41:30,047 - mmaction - INFO - Epoch [38][1900/2505] lr: 5.000e-05, eta: 1 day, 3:19:56, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7714, top5_acc: 0.9042, loss_cls: 0.9767, loss: 0.9767, grad_norm: 17.0536 2020-08-11 08:42:07,404 - mmaction - INFO - Epoch [38][1920/2505] lr: 5.000e-05, eta: 1 day, 3:19:17, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7339, top5_acc: 0.8828, loss_cls: 1.1032, loss: 1.1032, grad_norm: 18.5896 2020-08-11 08:42:44,578 - mmaction - INFO - Epoch [38][1940/2505] lr: 5.000e-05, eta: 1 day, 3:18:37, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7370, top5_acc: 0.8948, loss_cls: 1.0451, loss: 1.0451, grad_norm: 17.8057 2020-08-11 08:43:21,751 - mmaction - INFO - Epoch [38][1960/2505] lr: 5.000e-05, eta: 1 day, 3:17:58, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7583, top5_acc: 0.8995, loss_cls: 0.9849, loss: 0.9849, grad_norm: 16.9664 2020-08-11 08:43:59,153 - mmaction - INFO - Epoch [38][1980/2505] lr: 5.000e-05, eta: 1 day, 3:17:18, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7479, top5_acc: 0.8906, loss_cls: 1.0503, loss: 1.0503, grad_norm: 18.1357 2020-08-11 08:44:36,261 - mmaction - INFO - Epoch [38][2000/2505] lr: 5.000e-05, eta: 1 day, 3:16:38, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7516, top5_acc: 0.8891, loss_cls: 1.0488, loss: 1.0488, grad_norm: 17.4010 2020-08-11 08:45:13,494 - mmaction - INFO - Epoch [38][2020/2505] lr: 5.000e-05, eta: 1 day, 3:15:59, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7531, top5_acc: 0.9068, loss_cls: 0.9826, loss: 0.9826, grad_norm: 16.8115 2020-08-11 08:45:50,675 - mmaction - INFO - Epoch [38][2040/2505] lr: 5.000e-05, eta: 1 day, 3:15:19, time: 1.859, data_time: 0.002, memory: 8521, top1_acc: 0.7552, top5_acc: 0.8911, loss_cls: 1.0400, loss: 1.0400, grad_norm: 17.4350 2020-08-11 08:46:28,146 - mmaction - INFO - Epoch [38][2060/2505] lr: 5.000e-05, eta: 1 day, 3:14:39, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.7547, top5_acc: 0.9026, loss_cls: 0.9952, loss: 0.9952, grad_norm: 16.7407 2020-08-11 08:47:05,480 - mmaction - INFO - Epoch [38][2080/2505] lr: 5.000e-05, eta: 1 day, 3:14:00, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7594, top5_acc: 0.9000, loss_cls: 0.9795, loss: 0.9795, grad_norm: 17.5000 2020-08-11 08:47:42,639 - mmaction - INFO - Epoch [38][2100/2505] lr: 5.000e-05, eta: 1 day, 3:13:20, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7734, top5_acc: 0.9068, loss_cls: 0.9437, loss: 0.9437, grad_norm: 17.5864 2020-08-11 08:48:20,209 - mmaction - INFO - Epoch [38][2120/2505] lr: 5.000e-05, eta: 1 day, 3:12:41, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.7563, top5_acc: 0.9021, loss_cls: 0.9833, loss: 0.9833, grad_norm: 17.3386 2020-08-11 08:48:57,520 - mmaction - INFO - Epoch [38][2140/2505] lr: 5.000e-05, eta: 1 day, 3:12:01, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7490, top5_acc: 0.9026, loss_cls: 0.9778, loss: 0.9778, grad_norm: 17.9594 2020-08-11 08:49:34,807 - mmaction - INFO - Epoch [38][2160/2505] lr: 5.000e-05, eta: 1 day, 3:11:21, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7505, top5_acc: 0.9005, loss_cls: 0.9967, loss: 0.9967, grad_norm: 17.7554 2020-08-11 08:50:12,132 - mmaction - INFO - Epoch [38][2180/2505] lr: 5.000e-05, eta: 1 day, 3:10:42, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7448, top5_acc: 0.8964, loss_cls: 1.0243, loss: 1.0243, grad_norm: 17.7421 2020-08-11 08:50:49,412 - mmaction - INFO - Epoch [38][2200/2505] lr: 5.000e-05, eta: 1 day, 3:10:02, time: 1.864, data_time: 0.003, memory: 8521, top1_acc: 0.7630, top5_acc: 0.9016, loss_cls: 0.9581, loss: 0.9581, grad_norm: 17.1701 2020-08-11 08:51:26,998 - mmaction - INFO - Epoch [38][2220/2505] lr: 5.000e-05, eta: 1 day, 3:09:23, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.7547, top5_acc: 0.9052, loss_cls: 0.9932, loss: 0.9932, grad_norm: 17.8305 2020-08-11 08:52:04,271 - mmaction - INFO - Epoch [38][2240/2505] lr: 5.000e-05, eta: 1 day, 3:08:43, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7479, top5_acc: 0.9047, loss_cls: 0.9870, loss: 0.9870, grad_norm: 17.6370 2020-08-11 08:52:41,570 - mmaction - INFO - Epoch [38][2260/2505] lr: 5.000e-05, eta: 1 day, 3:08:04, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7432, top5_acc: 0.8906, loss_cls: 1.0202, loss: 1.0202, grad_norm: 17.9943 2020-08-11 08:53:18,948 - mmaction - INFO - Epoch [38][2280/2505] lr: 5.000e-05, eta: 1 day, 3:07:24, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.7505, top5_acc: 0.8974, loss_cls: 1.0045, loss: 1.0045, grad_norm: 18.0636 2020-08-11 08:53:56,122 - mmaction - INFO - Epoch [38][2300/2505] lr: 5.000e-05, eta: 1 day, 3:06:44, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7495, top5_acc: 0.8974, loss_cls: 1.0195, loss: 1.0195, grad_norm: 18.0703 2020-08-11 08:54:33,293 - mmaction - INFO - Epoch [38][2320/2505] lr: 5.000e-05, eta: 1 day, 3:06:05, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7516, top5_acc: 0.9026, loss_cls: 0.9809, loss: 0.9809, grad_norm: 18.1278 2020-08-11 08:55:11,092 - mmaction - INFO - Epoch [38][2340/2505] lr: 5.000e-05, eta: 1 day, 3:05:25, time: 1.889, data_time: 0.001, memory: 8521, top1_acc: 0.7583, top5_acc: 0.8927, loss_cls: 1.0237, loss: 1.0237, grad_norm: 17.4613 2020-08-11 08:55:48,704 - mmaction - INFO - Epoch [38][2360/2505] lr: 5.000e-05, eta: 1 day, 3:04:46, time: 1.882, data_time: 0.003, memory: 8521, top1_acc: 0.7625, top5_acc: 0.8948, loss_cls: 0.9875, loss: 0.9875, grad_norm: 18.0342 2020-08-11 08:56:25,839 - mmaction - INFO - Epoch [38][2380/2505] lr: 5.000e-05, eta: 1 day, 3:04:06, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7635, top5_acc: 0.9047, loss_cls: 0.9684, loss: 0.9684, grad_norm: 17.7539 2020-08-11 08:57:03,032 - mmaction - INFO - Epoch [38][2400/2505] lr: 5.000e-05, eta: 1 day, 3:03:27, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7562, top5_acc: 0.8953, loss_cls: 0.9918, loss: 0.9918, grad_norm: 17.5923 2020-08-11 08:57:40,155 - mmaction - INFO - Epoch [38][2420/2505] lr: 5.000e-05, eta: 1 day, 3:02:47, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7438, top5_acc: 0.8875, loss_cls: 1.0502, loss: 1.0502, grad_norm: 17.8215 2020-08-11 08:58:17,389 - mmaction - INFO - Epoch [38][2440/2505] lr: 5.000e-05, eta: 1 day, 3:02:07, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7672, top5_acc: 0.9016, loss_cls: 0.9519, loss: 0.9519, grad_norm: 17.3660 2020-08-11 08:58:54,669 - mmaction - INFO - Epoch [38][2460/2505] lr: 5.000e-05, eta: 1 day, 3:01:28, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7557, top5_acc: 0.8917, loss_cls: 1.0065, loss: 1.0065, grad_norm: 17.1192 2020-08-11 08:59:31,994 - mmaction - INFO - Epoch [38][2480/2505] lr: 5.000e-05, eta: 1 day, 3:00:48, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7536, top5_acc: 0.8958, loss_cls: 0.9984, loss: 0.9984, grad_norm: 17.8394 2020-08-11 09:00:11,753 - mmaction - INFO - Epoch [38][2500/2505] lr: 5.000e-05, eta: 1 day, 3:00:10, time: 1.986, data_time: 0.005, memory: 8521, top1_acc: 0.7797, top5_acc: 0.9099, loss_cls: 0.9355, loss: 0.9355, grad_norm: 17.5820 2020-08-11 09:00:28,724 - mmaction - INFO - Saving checkpoint at 38 epochs 2020-08-11 09:02:06,921 - mmaction - INFO - Epoch [39][20/2505] lr: 5.000e-05, eta: 1 day, 2:59:47, time: 4.886, data_time: 2.582, memory: 8521, top1_acc: 0.7438, top5_acc: 0.8927, loss_cls: 1.0052, loss: 1.0052, grad_norm: 17.5820 2020-08-11 09:02:44,933 - mmaction - INFO - Epoch [39][40/2505] lr: 5.000e-05, eta: 1 day, 2:59:08, time: 1.901, data_time: 0.007, memory: 8521, top1_acc: 0.7479, top5_acc: 0.8875, loss_cls: 1.0383, loss: 1.0383, grad_norm: 17.3946 2020-08-11 09:03:23,051 - mmaction - INFO - Epoch [39][60/2505] lr: 5.000e-05, eta: 1 day, 2:58:29, time: 1.906, data_time: 0.001, memory: 8521, top1_acc: 0.7688, top5_acc: 0.9000, loss_cls: 0.9532, loss: 0.9532, grad_norm: 17.1035 2020-08-11 09:04:00,797 - mmaction - INFO - Epoch [39][80/2505] lr: 5.000e-05, eta: 1 day, 2:57:49, time: 1.887, data_time: 0.001, memory: 8521, top1_acc: 0.7609, top5_acc: 0.8917, loss_cls: 1.0154, loss: 1.0154, grad_norm: 18.1971 2020-08-11 09:04:38,372 - mmaction - INFO - Epoch [39][100/2505] lr: 5.000e-05, eta: 1 day, 2:57:10, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.7469, top5_acc: 0.8995, loss_cls: 1.0294, loss: 1.0294, grad_norm: 17.8198 2020-08-11 09:05:16,813 - mmaction - INFO - Epoch [39][120/2505] lr: 5.000e-05, eta: 1 day, 2:56:31, time: 1.922, data_time: 0.001, memory: 8521, top1_acc: 0.7250, top5_acc: 0.8995, loss_cls: 1.0468, loss: 1.0468, grad_norm: 19.1499 2020-08-11 09:05:54,533 - mmaction - INFO - Epoch [39][140/2505] lr: 5.000e-05, eta: 1 day, 2:55:51, time: 1.886, data_time: 0.002, memory: 8521, top1_acc: 0.7740, top5_acc: 0.9005, loss_cls: 0.9363, loss: 0.9363, grad_norm: 16.7740 2020-08-11 09:06:32,026 - mmaction - INFO - Epoch [39][160/2505] lr: 5.000e-05, eta: 1 day, 2:55:12, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.7490, top5_acc: 0.8974, loss_cls: 0.9975, loss: 0.9975, grad_norm: 17.1197 2020-08-11 09:07:09,516 - mmaction - INFO - Epoch [39][180/2505] lr: 5.000e-05, eta: 1 day, 2:54:32, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.7667, top5_acc: 0.9130, loss_cls: 0.9127, loss: 0.9127, grad_norm: 17.7738 2020-08-11 09:07:47,066 - mmaction - INFO - Epoch [39][200/2505] lr: 5.000e-05, eta: 1 day, 2:53:53, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.7401, top5_acc: 0.8901, loss_cls: 1.0743, loss: 1.0743, grad_norm: 17.8241 2020-08-11 09:08:24,545 - mmaction - INFO - Epoch [39][220/2505] lr: 5.000e-05, eta: 1 day, 2:53:13, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.7495, top5_acc: 0.9104, loss_cls: 0.9489, loss: 0.9489, grad_norm: 17.6389 2020-08-11 09:09:02,561 - mmaction - INFO - Epoch [39][240/2505] lr: 5.000e-05, eta: 1 day, 2:52:34, time: 1.884, data_time: 0.001, memory: 8521, top1_acc: 0.7510, top5_acc: 0.8901, loss_cls: 1.0505, loss: 1.0505, grad_norm: 17.7268 2020-08-11 09:09:40,447 - mmaction - INFO - Epoch [39][260/2505] lr: 5.000e-05, eta: 1 day, 2:51:55, time: 1.911, data_time: 0.018, memory: 8521, top1_acc: 0.7557, top5_acc: 0.9000, loss_cls: 0.9925, loss: 0.9925, grad_norm: 17.7871 2020-08-11 09:10:18,411 - mmaction - INFO - Epoch [39][280/2505] lr: 5.000e-05, eta: 1 day, 2:51:16, time: 1.898, data_time: 0.001, memory: 8521, top1_acc: 0.7677, top5_acc: 0.9214, loss_cls: 0.9004, loss: 0.9004, grad_norm: 18.1491 2020-08-11 09:10:55,942 - mmaction - INFO - Epoch [39][300/2505] lr: 5.000e-05, eta: 1 day, 2:50:36, time: 1.877, data_time: 0.004, memory: 8521, top1_acc: 0.7464, top5_acc: 0.8885, loss_cls: 1.0347, loss: 1.0347, grad_norm: 17.9583 2020-08-11 09:11:33,539 - mmaction - INFO - Epoch [39][320/2505] lr: 5.000e-05, eta: 1 day, 2:49:57, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.7630, top5_acc: 0.9156, loss_cls: 0.9210, loss: 0.9210, grad_norm: 17.7254 2020-08-11 09:12:11,176 - mmaction - INFO - Epoch [39][340/2505] lr: 5.000e-05, eta: 1 day, 2:49:17, time: 1.882, data_time: 0.001, memory: 8521, top1_acc: 0.7432, top5_acc: 0.8849, loss_cls: 1.0452, loss: 1.0452, grad_norm: 17.7119 2020-08-11 09:12:48,857 - mmaction - INFO - Epoch [39][360/2505] lr: 5.000e-05, eta: 1 day, 2:48:38, time: 1.884, data_time: 0.001, memory: 8521, top1_acc: 0.7531, top5_acc: 0.9000, loss_cls: 1.0209, loss: 1.0209, grad_norm: 17.3216 2020-08-11 09:13:26,413 - mmaction - INFO - Epoch [39][380/2505] lr: 5.000e-05, eta: 1 day, 2:47:58, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.7615, top5_acc: 0.9052, loss_cls: 0.9664, loss: 0.9664, grad_norm: 17.2298 2020-08-11 09:14:03,959 - mmaction - INFO - Epoch [39][400/2505] lr: 5.000e-05, eta: 1 day, 2:47:19, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.7620, top5_acc: 0.9031, loss_cls: 0.9779, loss: 0.9779, grad_norm: 17.2273 2020-08-11 09:14:41,367 - mmaction - INFO - Epoch [39][420/2505] lr: 5.000e-05, eta: 1 day, 2:46:39, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7484, top5_acc: 0.9010, loss_cls: 0.9449, loss: 0.9449, grad_norm: 17.8326 2020-08-11 09:15:19,638 - mmaction - INFO - Epoch [39][440/2505] lr: 5.000e-05, eta: 1 day, 2:46:00, time: 1.911, data_time: 0.001, memory: 8521, top1_acc: 0.7875, top5_acc: 0.9214, loss_cls: 0.8633, loss: 0.8633, grad_norm: 17.2691 2020-08-11 09:15:57,126 - mmaction - INFO - Epoch [39][460/2505] lr: 5.000e-05, eta: 1 day, 2:45:21, time: 1.877, data_time: 0.004, memory: 8521, top1_acc: 0.7490, top5_acc: 0.9042, loss_cls: 1.0120, loss: 1.0120, grad_norm: 18.3421 2020-08-11 09:16:34,704 - mmaction - INFO - Epoch [39][480/2505] lr: 5.000e-05, eta: 1 day, 2:44:41, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.7755, top5_acc: 0.9094, loss_cls: 0.9276, loss: 0.9276, grad_norm: 17.1662 2020-08-11 09:17:12,289 - mmaction - INFO - Epoch [39][500/2505] lr: 5.000e-05, eta: 1 day, 2:44:02, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.7464, top5_acc: 0.8885, loss_cls: 1.0480, loss: 1.0480, grad_norm: 18.1579 2020-08-11 09:17:49,680 - mmaction - INFO - Epoch [39][520/2505] lr: 5.000e-05, eta: 1 day, 2:43:22, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7630, top5_acc: 0.8927, loss_cls: 0.9626, loss: 0.9626, grad_norm: 17.0635 2020-08-11 09:18:27,031 - mmaction - INFO - Epoch [39][540/2505] lr: 5.000e-05, eta: 1 day, 2:42:43, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7682, top5_acc: 0.9047, loss_cls: 0.9742, loss: 0.9742, grad_norm: 17.7668 2020-08-11 09:19:04,487 - mmaction - INFO - Epoch [39][560/2505] lr: 5.000e-05, eta: 1 day, 2:42:03, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.7422, top5_acc: 0.8734, loss_cls: 1.0899, loss: 1.0899, grad_norm: 18.6039 2020-08-11 09:19:42,022 - mmaction - INFO - Epoch [39][580/2505] lr: 5.000e-05, eta: 1 day, 2:41:24, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.7667, top5_acc: 0.9104, loss_cls: 0.9194, loss: 0.9194, grad_norm: 16.3450 2020-08-11 09:20:19,840 - mmaction - INFO - Epoch [39][600/2505] lr: 5.000e-05, eta: 1 day, 2:40:45, time: 1.891, data_time: 0.001, memory: 8521, top1_acc: 0.7677, top5_acc: 0.9057, loss_cls: 0.9455, loss: 0.9455, grad_norm: 17.1540 2020-08-11 09:20:57,434 - mmaction - INFO - Epoch [39][620/2505] lr: 5.000e-05, eta: 1 day, 2:40:05, time: 1.880, data_time: 0.003, memory: 8521, top1_acc: 0.7464, top5_acc: 0.8932, loss_cls: 1.0104, loss: 1.0104, grad_norm: 18.2031 2020-08-11 09:21:34,969 - mmaction - INFO - Epoch [39][640/2505] lr: 5.000e-05, eta: 1 day, 2:39:26, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.7505, top5_acc: 0.9021, loss_cls: 1.0086, loss: 1.0086, grad_norm: 18.1217 2020-08-11 09:22:12,378 - mmaction - INFO - Epoch [39][660/2505] lr: 5.000e-05, eta: 1 day, 2:38:46, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7505, top5_acc: 0.8865, loss_cls: 1.0577, loss: 1.0577, grad_norm: 18.4693 2020-08-11 09:22:49,735 - mmaction - INFO - Epoch [39][680/2505] lr: 5.000e-05, eta: 1 day, 2:38:07, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7745, top5_acc: 0.9109, loss_cls: 0.9381, loss: 0.9381, grad_norm: 16.9958 2020-08-11 09:23:27,056 - mmaction - INFO - Epoch [39][700/2505] lr: 5.000e-05, eta: 1 day, 2:37:27, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7536, top5_acc: 0.8943, loss_cls: 0.9953, loss: 0.9953, grad_norm: 17.9991 2020-08-11 09:24:04,400 - mmaction - INFO - Epoch [39][720/2505] lr: 5.000e-05, eta: 1 day, 2:36:48, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7526, top5_acc: 0.9016, loss_cls: 0.9983, loss: 0.9983, grad_norm: 18.1507 2020-08-11 09:24:41,858 - mmaction - INFO - Epoch [39][740/2505] lr: 5.000e-05, eta: 1 day, 2:36:08, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.7516, top5_acc: 0.8948, loss_cls: 1.0236, loss: 1.0236, grad_norm: 17.9587 2020-08-11 09:25:19,002 - mmaction - INFO - Epoch [39][760/2505] lr: 5.000e-05, eta: 1 day, 2:35:28, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7437, top5_acc: 0.8958, loss_cls: 1.0401, loss: 1.0401, grad_norm: 17.6110 2020-08-11 09:25:56,296 - mmaction - INFO - Epoch [39][780/2505] lr: 5.000e-05, eta: 1 day, 2:34:49, time: 1.865, data_time: 0.003, memory: 8521, top1_acc: 0.7557, top5_acc: 0.9057, loss_cls: 0.9647, loss: 0.9647, grad_norm: 17.6149 2020-08-11 09:26:33,743 - mmaction - INFO - Epoch [39][800/2505] lr: 5.000e-05, eta: 1 day, 2:34:09, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.7651, top5_acc: 0.9000, loss_cls: 0.9759, loss: 0.9759, grad_norm: 17.2747 2020-08-11 09:27:11,102 - mmaction - INFO - Epoch [39][820/2505] lr: 5.000e-05, eta: 1 day, 2:33:30, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7437, top5_acc: 0.8870, loss_cls: 1.0702, loss: 1.0702, grad_norm: 18.0211 2020-08-11 09:27:48,502 - mmaction - INFO - Epoch [39][840/2505] lr: 5.000e-05, eta: 1 day, 2:32:50, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7589, top5_acc: 0.9016, loss_cls: 0.9761, loss: 0.9761, grad_norm: 17.2014 2020-08-11 09:28:25,852 - mmaction - INFO - Epoch [39][860/2505] lr: 5.000e-05, eta: 1 day, 2:32:11, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7625, top5_acc: 0.9005, loss_cls: 0.9951, loss: 0.9951, grad_norm: 17.4717 2020-08-11 09:29:03,239 - mmaction - INFO - Epoch [39][880/2505] lr: 5.000e-05, eta: 1 day, 2:31:31, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.7708, top5_acc: 0.9057, loss_cls: 0.9314, loss: 0.9314, grad_norm: 17.3629 2020-08-11 09:29:40,753 - mmaction - INFO - Epoch [39][900/2505] lr: 5.000e-05, eta: 1 day, 2:30:52, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.7661, top5_acc: 0.8995, loss_cls: 0.9465, loss: 0.9465, grad_norm: 17.4294 2020-08-11 09:30:17,972 - mmaction - INFO - Epoch [39][920/2505] lr: 5.000e-05, eta: 1 day, 2:30:12, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7500, top5_acc: 0.9000, loss_cls: 1.0104, loss: 1.0104, grad_norm: 18.0313 2020-08-11 09:30:55,448 - mmaction - INFO - Epoch [39][940/2505] lr: 5.000e-05, eta: 1 day, 2:29:33, time: 1.874, data_time: 0.004, memory: 8521, top1_acc: 0.7526, top5_acc: 0.9052, loss_cls: 1.0108, loss: 1.0108, grad_norm: 18.1494 2020-08-11 09:31:32,860 - mmaction - INFO - Epoch [39][960/2505] lr: 5.000e-05, eta: 1 day, 2:28:53, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.7510, top5_acc: 0.8979, loss_cls: 0.9723, loss: 0.9723, grad_norm: 17.3832 2020-08-11 09:32:10,264 - mmaction - INFO - Epoch [39][980/2505] lr: 5.000e-05, eta: 1 day, 2:28:14, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7354, top5_acc: 0.8964, loss_cls: 1.0502, loss: 1.0502, grad_norm: 18.0152 2020-08-11 09:32:47,826 - mmaction - INFO - Epoch [39][1000/2505] lr: 5.000e-05, eta: 1 day, 2:27:34, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.7516, top5_acc: 0.8938, loss_cls: 1.0029, loss: 1.0029, grad_norm: 16.9731 2020-08-11 09:33:25,138 - mmaction - INFO - Epoch [39][1020/2505] lr: 5.000e-05, eta: 1 day, 2:26:55, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7719, top5_acc: 0.9115, loss_cls: 0.9293, loss: 0.9293, grad_norm: 17.1919 2020-08-11 09:34:02,447 - mmaction - INFO - Epoch [39][1040/2505] lr: 5.000e-05, eta: 1 day, 2:26:15, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7359, top5_acc: 0.8807, loss_cls: 1.0928, loss: 1.0928, grad_norm: 18.3987 2020-08-11 09:34:39,956 - mmaction - INFO - Epoch [39][1060/2505] lr: 5.000e-05, eta: 1 day, 2:25:36, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.7599, top5_acc: 0.8958, loss_cls: 1.0020, loss: 1.0020, grad_norm: 17.3648 2020-08-11 09:35:17,849 - mmaction - INFO - Epoch [39][1080/2505] lr: 5.000e-05, eta: 1 day, 2:24:56, time: 1.890, data_time: 0.001, memory: 8521, top1_acc: 0.7578, top5_acc: 0.8979, loss_cls: 0.9845, loss: 0.9845, grad_norm: 17.3594 2020-08-11 09:35:55,253 - mmaction - INFO - Epoch [39][1100/2505] lr: 5.000e-05, eta: 1 day, 2:24:17, time: 1.875, data_time: 0.007, memory: 8521, top1_acc: 0.7521, top5_acc: 0.8964, loss_cls: 1.0008, loss: 1.0008, grad_norm: 16.8120 2020-08-11 09:36:32,786 - mmaction - INFO - Epoch [39][1120/2505] lr: 5.000e-05, eta: 1 day, 2:23:37, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.7635, top5_acc: 0.9042, loss_cls: 0.9593, loss: 0.9593, grad_norm: 17.4094 2020-08-11 09:38:05,895 - mmaction - INFO - Epoch [39][1140/2505] lr: 5.000e-05, eta: 1 day, 2:23:26, time: 4.655, data_time: 0.001, memory: 8521, top1_acc: 0.7495, top5_acc: 0.9016, loss_cls: 1.0093, loss: 1.0093, grad_norm: 17.4770 2020-08-11 09:38:43,335 - mmaction - INFO - Epoch [39][1160/2505] lr: 5.000e-05, eta: 1 day, 2:22:47, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.7526, top5_acc: 0.9031, loss_cls: 0.9856, loss: 0.9856, grad_norm: 17.7180 2020-08-11 09:39:20,879 - mmaction - INFO - Epoch [39][1180/2505] lr: 5.000e-05, eta: 1 day, 2:22:07, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.7599, top5_acc: 0.9000, loss_cls: 0.9575, loss: 0.9575, grad_norm: 17.2988 2020-08-11 09:39:58,404 - mmaction - INFO - Epoch [39][1200/2505] lr: 5.000e-05, eta: 1 day, 2:21:28, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.7490, top5_acc: 0.8953, loss_cls: 1.0230, loss: 1.0230, grad_norm: 18.4913 2020-08-11 09:40:35,674 - mmaction - INFO - Epoch [39][1220/2505] lr: 5.000e-05, eta: 1 day, 2:20:48, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7536, top5_acc: 0.8964, loss_cls: 0.9868, loss: 0.9868, grad_norm: 17.5028 2020-08-11 09:41:13,043 - mmaction - INFO - Epoch [39][1240/2505] lr: 5.000e-05, eta: 1 day, 2:20:09, time: 1.868, data_time: 0.003, memory: 8521, top1_acc: 0.7552, top5_acc: 0.8953, loss_cls: 1.0203, loss: 1.0203, grad_norm: 17.9985 2020-08-11 09:41:50,319 - mmaction - INFO - Epoch [39][1260/2505] lr: 5.000e-05, eta: 1 day, 2:19:29, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7432, top5_acc: 0.8896, loss_cls: 1.0488, loss: 1.0488, grad_norm: 18.3375 2020-08-11 09:42:27,652 - mmaction - INFO - Epoch [39][1280/2505] lr: 5.000e-05, eta: 1 day, 2:18:49, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7443, top5_acc: 0.8906, loss_cls: 1.0249, loss: 1.0249, grad_norm: 18.5140 2020-08-11 09:43:05,076 - mmaction - INFO - Epoch [39][1300/2505] lr: 5.000e-05, eta: 1 day, 2:18:10, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.7573, top5_acc: 0.8953, loss_cls: 0.9743, loss: 0.9743, grad_norm: 17.4755 2020-08-11 09:43:42,578 - mmaction - INFO - Epoch [39][1320/2505] lr: 5.000e-05, eta: 1 day, 2:17:30, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.7641, top5_acc: 0.9052, loss_cls: 0.9492, loss: 0.9492, grad_norm: 17.5871 2020-08-11 09:44:19,985 - mmaction - INFO - Epoch [39][1340/2505] lr: 5.000e-05, eta: 1 day, 2:16:51, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7464, top5_acc: 0.8922, loss_cls: 1.0415, loss: 1.0415, grad_norm: 17.5178 2020-08-11 09:44:57,245 - mmaction - INFO - Epoch [39][1360/2505] lr: 5.000e-05, eta: 1 day, 2:16:11, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7609, top5_acc: 0.9161, loss_cls: 0.9325, loss: 0.9325, grad_norm: 17.3072 2020-08-11 09:45:35,309 - mmaction - INFO - Epoch [39][1380/2505] lr: 5.000e-05, eta: 1 day, 2:15:32, time: 1.901, data_time: 0.001, memory: 8521, top1_acc: 0.7604, top5_acc: 0.9000, loss_cls: 0.9873, loss: 0.9873, grad_norm: 17.4200 2020-08-11 09:46:12,713 - mmaction - INFO - Epoch [39][1400/2505] lr: 5.000e-05, eta: 1 day, 2:14:53, time: 1.872, data_time: 0.004, memory: 8521, top1_acc: 0.7380, top5_acc: 0.8875, loss_cls: 1.0786, loss: 1.0786, grad_norm: 18.3100 2020-08-11 09:46:50,001 - mmaction - INFO - Epoch [39][1420/2505] lr: 5.000e-05, eta: 1 day, 2:14:13, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7411, top5_acc: 0.8964, loss_cls: 1.0499, loss: 1.0499, grad_norm: 17.9137 2020-08-11 09:47:27,202 - mmaction - INFO - Epoch [39][1440/2505] lr: 5.000e-05, eta: 1 day, 2:13:33, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7609, top5_acc: 0.9010, loss_cls: 0.9726, loss: 0.9726, grad_norm: 17.4929 2020-08-11 09:48:04,488 - mmaction - INFO - Epoch [39][1460/2505] lr: 5.000e-05, eta: 1 day, 2:12:54, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7557, top5_acc: 0.9062, loss_cls: 0.9473, loss: 0.9473, grad_norm: 17.7545 2020-08-11 09:48:41,755 - mmaction - INFO - Epoch [39][1480/2505] lr: 5.000e-05, eta: 1 day, 2:12:14, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7552, top5_acc: 0.8984, loss_cls: 0.9942, loss: 0.9942, grad_norm: 17.8146 2020-08-11 09:49:19,063 - mmaction - INFO - Epoch [39][1500/2505] lr: 5.000e-05, eta: 1 day, 2:11:35, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7448, top5_acc: 0.8932, loss_cls: 1.0330, loss: 1.0330, grad_norm: 17.8320 2020-08-11 09:49:56,461 - mmaction - INFO - Epoch [39][1520/2505] lr: 5.000e-05, eta: 1 day, 2:10:55, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7547, top5_acc: 0.8922, loss_cls: 1.0027, loss: 1.0027, grad_norm: 17.3871 2020-08-11 09:50:34,747 - mmaction - INFO - Epoch [39][1540/2505] lr: 5.000e-05, eta: 1 day, 2:10:16, time: 1.911, data_time: 0.001, memory: 8521, top1_acc: 0.7521, top5_acc: 0.9031, loss_cls: 0.9947, loss: 0.9947, grad_norm: 18.0847 2020-08-11 09:51:12,112 - mmaction - INFO - Epoch [39][1560/2505] lr: 5.000e-05, eta: 1 day, 2:09:37, time: 1.872, data_time: 0.007, memory: 8521, top1_acc: 0.7609, top5_acc: 0.9010, loss_cls: 0.9783, loss: 0.9783, grad_norm: 17.6684 2020-08-11 09:51:49,353 - mmaction - INFO - Epoch [39][1580/2505] lr: 5.000e-05, eta: 1 day, 2:08:57, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7500, top5_acc: 0.8995, loss_cls: 0.9793, loss: 0.9793, grad_norm: 17.0933 2020-08-11 09:52:26,725 - mmaction - INFO - Epoch [39][1600/2505] lr: 5.000e-05, eta: 1 day, 2:08:18, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.7766, top5_acc: 0.9052, loss_cls: 0.9533, loss: 0.9533, grad_norm: 17.1290 2020-08-11 09:53:04,141 - mmaction - INFO - Epoch [39][1620/2505] lr: 5.000e-05, eta: 1 day, 2:07:38, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.7448, top5_acc: 0.8927, loss_cls: 1.0531, loss: 1.0531, grad_norm: 17.2776 2020-08-11 09:53:41,503 - mmaction - INFO - Epoch [39][1640/2505] lr: 5.000e-05, eta: 1 day, 2:06:59, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7672, top5_acc: 0.9063, loss_cls: 0.9387, loss: 0.9387, grad_norm: 16.4147 2020-08-11 09:54:18,861 - mmaction - INFO - Epoch [39][1660/2505] lr: 5.000e-05, eta: 1 day, 2:06:19, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7651, top5_acc: 0.9026, loss_cls: 0.9599, loss: 0.9599, grad_norm: 17.2401 2020-08-11 09:54:56,126 - mmaction - INFO - Epoch [39][1680/2505] lr: 5.000e-05, eta: 1 day, 2:05:39, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7672, top5_acc: 0.9000, loss_cls: 0.9525, loss: 0.9525, grad_norm: 17.3429 2020-08-11 09:55:34,507 - mmaction - INFO - Epoch [39][1700/2505] lr: 5.000e-05, eta: 1 day, 2:05:00, time: 1.913, data_time: 0.001, memory: 8521, top1_acc: 0.7562, top5_acc: 0.9068, loss_cls: 0.9728, loss: 0.9728, grad_norm: 17.9793 2020-08-11 09:56:11,827 - mmaction - INFO - Epoch [39][1720/2505] lr: 5.000e-05, eta: 1 day, 2:04:21, time: 1.872, data_time: 0.009, memory: 8521, top1_acc: 0.7583, top5_acc: 0.8979, loss_cls: 0.9457, loss: 0.9457, grad_norm: 17.6956 2020-08-11 09:56:49,145 - mmaction - INFO - Epoch [39][1740/2505] lr: 5.000e-05, eta: 1 day, 2:03:41, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7536, top5_acc: 0.9036, loss_cls: 0.9769, loss: 0.9769, grad_norm: 17.9068 2020-08-11 09:57:26,633 - mmaction - INFO - Epoch [39][1760/2505] lr: 5.000e-05, eta: 1 day, 2:03:02, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.7719, top5_acc: 0.9151, loss_cls: 0.8786, loss: 0.8786, grad_norm: 16.5146 2020-08-11 09:58:03,902 - mmaction - INFO - Epoch [39][1780/2505] lr: 5.000e-05, eta: 1 day, 2:02:22, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7661, top5_acc: 0.9146, loss_cls: 0.9116, loss: 0.9116, grad_norm: 17.6913 2020-08-11 09:58:41,096 - mmaction - INFO - Epoch [39][1800/2505] lr: 5.000e-05, eta: 1 day, 2:01:43, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7547, top5_acc: 0.9000, loss_cls: 0.9848, loss: 0.9848, grad_norm: 17.2340 2020-08-11 09:59:18,289 - mmaction - INFO - Epoch [39][1820/2505] lr: 5.000e-05, eta: 1 day, 2:01:03, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7688, top5_acc: 0.9047, loss_cls: 0.9377, loss: 0.9377, grad_norm: 17.4281 2020-08-11 09:59:55,536 - mmaction - INFO - Epoch [39][1840/2505] lr: 5.000e-05, eta: 1 day, 2:00:24, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7464, top5_acc: 0.8828, loss_cls: 1.0394, loss: 1.0394, grad_norm: 17.1421 2020-08-11 10:00:36,167 - mmaction - INFO - Epoch [39][1860/2505] lr: 5.000e-05, eta: 1 day, 1:59:46, time: 2.028, data_time: 0.001, memory: 8521, top1_acc: 0.7557, top5_acc: 0.9057, loss_cls: 0.9669, loss: 0.9669, grad_norm: 17.0072 2020-08-11 10:01:13,746 - mmaction - INFO - Epoch [39][1880/2505] lr: 5.000e-05, eta: 1 day, 1:59:06, time: 1.882, data_time: 0.022, memory: 8521, top1_acc: 0.7490, top5_acc: 0.8859, loss_cls: 1.0387, loss: 1.0387, grad_norm: 17.3637 2020-08-11 10:01:51,068 - mmaction - INFO - Epoch [39][1900/2505] lr: 5.000e-05, eta: 1 day, 1:58:27, time: 1.866, data_time: 0.002, memory: 8521, top1_acc: 0.7745, top5_acc: 0.9005, loss_cls: 0.9424, loss: 0.9424, grad_norm: 16.8968 2020-08-11 10:02:28,382 - mmaction - INFO - Epoch [39][1920/2505] lr: 5.000e-05, eta: 1 day, 1:57:47, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7521, top5_acc: 0.8974, loss_cls: 1.0170, loss: 1.0170, grad_norm: 18.2676 2020-08-11 10:03:05,535 - mmaction - INFO - Epoch [39][1940/2505] lr: 5.000e-05, eta: 1 day, 1:57:08, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7542, top5_acc: 0.8938, loss_cls: 0.9951, loss: 0.9951, grad_norm: 17.6807 2020-08-11 10:03:42,810 - mmaction - INFO - Epoch [39][1960/2505] lr: 5.000e-05, eta: 1 day, 1:56:28, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7438, top5_acc: 0.8984, loss_cls: 1.0238, loss: 1.0238, grad_norm: 17.8051 2020-08-11 10:04:20,004 - mmaction - INFO - Epoch [39][1980/2505] lr: 5.000e-05, eta: 1 day, 1:55:48, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7693, top5_acc: 0.9109, loss_cls: 0.9377, loss: 0.9377, grad_norm: 16.5895 2020-08-11 10:04:57,095 - mmaction - INFO - Epoch [39][2000/2505] lr: 5.000e-05, eta: 1 day, 1:55:09, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7573, top5_acc: 0.9031, loss_cls: 0.9676, loss: 0.9676, grad_norm: 17.4396 2020-08-11 10:05:34,796 - mmaction - INFO - Epoch [39][2020/2505] lr: 5.000e-05, eta: 1 day, 1:54:29, time: 1.884, data_time: 0.001, memory: 8521, top1_acc: 0.7464, top5_acc: 0.8911, loss_cls: 1.0376, loss: 1.0376, grad_norm: 18.6301 2020-08-11 10:06:12,010 - mmaction - INFO - Epoch [39][2040/2505] lr: 5.000e-05, eta: 1 day, 1:53:50, time: 1.861, data_time: 0.004, memory: 8521, top1_acc: 0.7792, top5_acc: 0.9005, loss_cls: 0.9299, loss: 0.9299, grad_norm: 16.5462 2020-08-11 10:06:49,147 - mmaction - INFO - Epoch [39][2060/2505] lr: 5.000e-05, eta: 1 day, 1:53:10, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7547, top5_acc: 0.8984, loss_cls: 1.0070, loss: 1.0070, grad_norm: 18.2530 2020-08-11 10:07:26,368 - mmaction - INFO - Epoch [39][2080/2505] lr: 5.000e-05, eta: 1 day, 1:52:31, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7333, top5_acc: 0.8917, loss_cls: 1.0671, loss: 1.0671, grad_norm: 18.0146 2020-08-11 10:08:03,602 - mmaction - INFO - Epoch [39][2100/2505] lr: 5.000e-05, eta: 1 day, 1:51:51, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7500, top5_acc: 0.8911, loss_cls: 1.0297, loss: 1.0297, grad_norm: 17.5334 2020-08-11 10:08:40,685 - mmaction - INFO - Epoch [39][2120/2505] lr: 5.000e-05, eta: 1 day, 1:51:11, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.7385, top5_acc: 0.8896, loss_cls: 1.0303, loss: 1.0303, grad_norm: 17.8345 2020-08-11 10:09:17,820 - mmaction - INFO - Epoch [39][2140/2505] lr: 5.000e-05, eta: 1 day, 1:50:32, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7625, top5_acc: 0.8979, loss_cls: 0.9760, loss: 0.9760, grad_norm: 17.8593 2020-08-11 10:09:54,982 - mmaction - INFO - Epoch [39][2160/2505] lr: 5.000e-05, eta: 1 day, 1:49:52, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7594, top5_acc: 0.8974, loss_cls: 1.0193, loss: 1.0193, grad_norm: 17.9352 2020-08-11 10:10:32,525 - mmaction - INFO - Epoch [39][2180/2505] lr: 5.000e-05, eta: 1 day, 1:49:13, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.7573, top5_acc: 0.8937, loss_cls: 0.9847, loss: 0.9847, grad_norm: 17.2539 2020-08-11 10:11:09,728 - mmaction - INFO - Epoch [39][2200/2505] lr: 5.000e-05, eta: 1 day, 1:48:33, time: 1.862, data_time: 0.004, memory: 8521, top1_acc: 0.7510, top5_acc: 0.8953, loss_cls: 0.9917, loss: 0.9917, grad_norm: 17.5688 2020-08-11 10:11:46,831 - mmaction - INFO - Epoch [39][2220/2505] lr: 5.000e-05, eta: 1 day, 1:47:54, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7510, top5_acc: 0.8932, loss_cls: 1.0101, loss: 1.0101, grad_norm: 17.2504 2020-08-11 10:12:24,083 - mmaction - INFO - Epoch [39][2240/2505] lr: 5.000e-05, eta: 1 day, 1:47:14, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7552, top5_acc: 0.8901, loss_cls: 1.0240, loss: 1.0240, grad_norm: 17.7970 2020-08-11 10:13:01,160 - mmaction - INFO - Epoch [39][2260/2505] lr: 5.000e-05, eta: 1 day, 1:46:34, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.7563, top5_acc: 0.9042, loss_cls: 0.9899, loss: 0.9899, grad_norm: 17.1185 2020-08-11 10:13:38,222 - mmaction - INFO - Epoch [39][2280/2505] lr: 5.000e-05, eta: 1 day, 1:45:55, time: 1.853, data_time: 0.001, memory: 8521, top1_acc: 0.7448, top5_acc: 0.9010, loss_cls: 1.0176, loss: 1.0176, grad_norm: 17.6639 2020-08-11 10:14:15,517 - mmaction - INFO - Epoch [39][2300/2505] lr: 5.000e-05, eta: 1 day, 1:45:15, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7448, top5_acc: 0.8891, loss_cls: 1.0308, loss: 1.0308, grad_norm: 17.6348 2020-08-11 10:14:52,763 - mmaction - INFO - Epoch [39][2320/2505] lr: 5.000e-05, eta: 1 day, 1:44:36, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7547, top5_acc: 0.8917, loss_cls: 1.0140, loss: 1.0140, grad_norm: 17.8754 2020-08-11 10:15:30,561 - mmaction - INFO - Epoch [39][2340/2505] lr: 5.000e-05, eta: 1 day, 1:43:56, time: 1.889, data_time: 0.001, memory: 8521, top1_acc: 0.7604, top5_acc: 0.9000, loss_cls: 1.0004, loss: 1.0004, grad_norm: 17.9914 2020-08-11 10:16:07,718 - mmaction - INFO - Epoch [39][2360/2505] lr: 5.000e-05, eta: 1 day, 1:43:17, time: 1.859, data_time: 0.003, memory: 8521, top1_acc: 0.7589, top5_acc: 0.9042, loss_cls: 0.9726, loss: 0.9726, grad_norm: 17.7231 2020-08-11 10:16:44,945 - mmaction - INFO - Epoch [39][2380/2505] lr: 5.000e-05, eta: 1 day, 1:42:37, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7359, top5_acc: 0.9057, loss_cls: 1.0043, loss: 1.0043, grad_norm: 18.6412 2020-08-11 10:17:22,021 - mmaction - INFO - Epoch [39][2400/2505] lr: 5.000e-05, eta: 1 day, 1:41:58, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.7500, top5_acc: 0.8943, loss_cls: 1.0081, loss: 1.0081, grad_norm: 17.4054 2020-08-11 10:17:59,221 - mmaction - INFO - Epoch [39][2420/2505] lr: 5.000e-05, eta: 1 day, 1:41:18, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7484, top5_acc: 0.9026, loss_cls: 0.9905, loss: 0.9905, grad_norm: 17.7740 2020-08-11 10:18:36,378 - mmaction - INFO - Epoch [39][2440/2505] lr: 5.000e-05, eta: 1 day, 1:40:38, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7641, top5_acc: 0.9099, loss_cls: 0.9379, loss: 0.9379, grad_norm: 17.0636 2020-08-11 10:19:13,509 - mmaction - INFO - Epoch [39][2460/2505] lr: 5.000e-05, eta: 1 day, 1:39:59, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7557, top5_acc: 0.8917, loss_cls: 1.0024, loss: 1.0024, grad_norm: 17.8886 2020-08-11 10:19:50,827 - mmaction - INFO - Epoch [39][2480/2505] lr: 5.000e-05, eta: 1 day, 1:39:19, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7755, top5_acc: 0.9078, loss_cls: 0.9186, loss: 0.9186, grad_norm: 17.8057 2020-08-11 10:20:27,979 - mmaction - INFO - Epoch [39][2500/2505] lr: 5.000e-05, eta: 1 day, 1:38:40, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7740, top5_acc: 0.9068, loss_cls: 0.9254, loss: 0.9254, grad_norm: 16.7293 2020-08-11 10:22:30,160 - mmaction - INFO - Epoch [40][20/2505] lr: 5.000e-05, eta: 1 day, 1:38:19, time: 5.235, data_time: 3.305, memory: 8521, top1_acc: 0.7677, top5_acc: 0.9052, loss_cls: 0.9532, loss: 0.9532, grad_norm: 17.3532 2020-08-11 10:23:08,391 - mmaction - INFO - Epoch [40][40/2505] lr: 5.000e-05, eta: 1 day, 1:37:40, time: 1.912, data_time: 0.011, memory: 8521, top1_acc: 0.7635, top5_acc: 0.9047, loss_cls: 0.9755, loss: 0.9755, grad_norm: 17.8686 2020-08-11 10:23:46,315 - mmaction - INFO - Epoch [40][60/2505] lr: 5.000e-05, eta: 1 day, 1:37:00, time: 1.896, data_time: 0.001, memory: 8521, top1_acc: 0.7594, top5_acc: 0.9026, loss_cls: 0.9911, loss: 0.9911, grad_norm: 17.5110 2020-08-11 10:24:23,916 - mmaction - INFO - Epoch [40][80/2505] lr: 5.000e-05, eta: 1 day, 1:36:21, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.7599, top5_acc: 0.8943, loss_cls: 0.9908, loss: 0.9908, grad_norm: 17.2776 2020-08-11 10:25:02,248 - mmaction - INFO - Epoch [40][100/2505] lr: 5.000e-05, eta: 1 day, 1:35:42, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.7536, top5_acc: 0.9031, loss_cls: 1.0205, loss: 1.0205, grad_norm: 17.7842 2020-08-11 10:25:41,002 - mmaction - INFO - Epoch [40][120/2505] lr: 5.000e-05, eta: 1 day, 1:35:03, time: 1.980, data_time: 0.050, memory: 8521, top1_acc: 0.7724, top5_acc: 0.9042, loss_cls: 0.9520, loss: 0.9520, grad_norm: 17.5110 2020-08-11 10:26:18,962 - mmaction - INFO - Epoch [40][140/2505] lr: 5.000e-05, eta: 1 day, 1:34:24, time: 1.898, data_time: 0.001, memory: 8521, top1_acc: 0.7500, top5_acc: 0.8958, loss_cls: 1.0375, loss: 1.0375, grad_norm: 17.8684 2020-08-11 10:26:56,659 - mmaction - INFO - Epoch [40][160/2505] lr: 5.000e-05, eta: 1 day, 1:33:45, time: 1.885, data_time: 0.001, memory: 8521, top1_acc: 0.7578, top5_acc: 0.8984, loss_cls: 0.9868, loss: 0.9868, grad_norm: 17.1250 2020-08-11 10:27:34,201 - mmaction - INFO - Epoch [40][180/2505] lr: 5.000e-05, eta: 1 day, 1:33:05, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.7609, top5_acc: 0.8948, loss_cls: 0.9760, loss: 0.9760, grad_norm: 17.4513 2020-08-11 10:28:11,627 - mmaction - INFO - Epoch [40][200/2505] lr: 5.000e-05, eta: 1 day, 1:32:26, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.7453, top5_acc: 0.9021, loss_cls: 1.0125, loss: 1.0125, grad_norm: 17.7734 2020-08-11 10:28:49,117 - mmaction - INFO - Epoch [40][220/2505] lr: 5.000e-05, eta: 1 day, 1:31:46, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.7521, top5_acc: 0.8984, loss_cls: 0.9996, loss: 0.9996, grad_norm: 18.1950 2020-08-11 10:29:26,660 - mmaction - INFO - Epoch [40][240/2505] lr: 5.000e-05, eta: 1 day, 1:31:07, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.7516, top5_acc: 0.8943, loss_cls: 1.0069, loss: 1.0069, grad_norm: 17.5530 2020-08-11 10:30:04,117 - mmaction - INFO - Epoch [40][260/2505] lr: 5.000e-05, eta: 1 day, 1:30:27, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.7505, top5_acc: 0.8901, loss_cls: 1.0261, loss: 1.0261, grad_norm: 17.7732 2020-08-11 10:30:41,803 - mmaction - INFO - Epoch [40][280/2505] lr: 5.000e-05, eta: 1 day, 1:29:48, time: 1.884, data_time: 0.001, memory: 8521, top1_acc: 0.7380, top5_acc: 0.8875, loss_cls: 1.0874, loss: 1.0874, grad_norm: 18.8455 2020-08-11 10:31:19,456 - mmaction - INFO - Epoch [40][300/2505] lr: 5.000e-05, eta: 1 day, 1:29:09, time: 1.883, data_time: 0.001, memory: 8521, top1_acc: 0.7708, top5_acc: 0.9000, loss_cls: 0.9561, loss: 0.9561, grad_norm: 16.8015 2020-08-11 10:31:56,892 - mmaction - INFO - Epoch [40][320/2505] lr: 5.000e-05, eta: 1 day, 1:28:29, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.7542, top5_acc: 0.8974, loss_cls: 1.0083, loss: 1.0083, grad_norm: 17.8520 2020-08-11 10:32:34,386 - mmaction - INFO - Epoch [40][340/2505] lr: 5.000e-05, eta: 1 day, 1:27:50, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.7510, top5_acc: 0.9010, loss_cls: 0.9901, loss: 0.9901, grad_norm: 17.7276 2020-08-11 10:33:11,832 - mmaction - INFO - Epoch [40][360/2505] lr: 5.000e-05, eta: 1 day, 1:27:10, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.7635, top5_acc: 0.9036, loss_cls: 0.9642, loss: 0.9642, grad_norm: 17.5528 2020-08-11 10:33:49,314 - mmaction - INFO - Epoch [40][380/2505] lr: 5.000e-05, eta: 1 day, 1:26:31, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.7667, top5_acc: 0.9135, loss_cls: 0.9221, loss: 0.9221, grad_norm: 17.4727 2020-08-11 10:34:26,822 - mmaction - INFO - Epoch [40][400/2505] lr: 5.000e-05, eta: 1 day, 1:25:52, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.7557, top5_acc: 0.8964, loss_cls: 1.0049, loss: 1.0049, grad_norm: 17.6057 2020-08-11 10:35:04,121 - mmaction - INFO - Epoch [40][420/2505] lr: 5.000e-05, eta: 1 day, 1:25:12, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7531, top5_acc: 0.9047, loss_cls: 0.9911, loss: 0.9911, grad_norm: 18.2065 2020-08-11 10:35:41,545 - mmaction - INFO - Epoch [40][440/2505] lr: 5.000e-05, eta: 1 day, 1:24:33, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.7526, top5_acc: 0.9042, loss_cls: 1.0049, loss: 1.0049, grad_norm: 17.9810 2020-08-11 10:36:19,044 - mmaction - INFO - Epoch [40][460/2505] lr: 5.000e-05, eta: 1 day, 1:23:53, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.7547, top5_acc: 0.9016, loss_cls: 1.0114, loss: 1.0114, grad_norm: 17.9381 2020-08-11 10:36:56,532 - mmaction - INFO - Epoch [40][480/2505] lr: 5.000e-05, eta: 1 day, 1:23:14, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.7453, top5_acc: 0.8911, loss_cls: 1.0317, loss: 1.0317, grad_norm: 18.3510 2020-08-11 10:37:33,802 - mmaction - INFO - Epoch [40][500/2505] lr: 5.000e-05, eta: 1 day, 1:22:34, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7563, top5_acc: 0.9021, loss_cls: 0.9327, loss: 0.9327, grad_norm: 16.8649 2020-08-11 10:38:11,358 - mmaction - INFO - Epoch [40][520/2505] lr: 5.000e-05, eta: 1 day, 1:21:55, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.7729, top5_acc: 0.9010, loss_cls: 0.9540, loss: 0.9540, grad_norm: 17.0942 2020-08-11 10:38:48,692 - mmaction - INFO - Epoch [40][540/2505] lr: 5.000e-05, eta: 1 day, 1:21:15, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7500, top5_acc: 0.8943, loss_cls: 1.0172, loss: 1.0172, grad_norm: 18.7925 2020-08-11 10:39:26,032 - mmaction - INFO - Epoch [40][560/2505] lr: 5.000e-05, eta: 1 day, 1:20:36, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7578, top5_acc: 0.9036, loss_cls: 0.9709, loss: 0.9709, grad_norm: 18.6209 2020-08-11 10:40:03,368 - mmaction - INFO - Epoch [40][580/2505] lr: 5.000e-05, eta: 1 day, 1:19:56, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7755, top5_acc: 0.9078, loss_cls: 0.8971, loss: 0.8971, grad_norm: 17.1783 2020-08-11 10:40:40,910 - mmaction - INFO - Epoch [40][600/2505] lr: 5.000e-05, eta: 1 day, 1:19:17, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.7510, top5_acc: 0.9010, loss_cls: 0.9967, loss: 0.9967, grad_norm: 17.5915 2020-08-11 10:41:18,365 - mmaction - INFO - Epoch [40][620/2505] lr: 5.000e-05, eta: 1 day, 1:18:38, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.7583, top5_acc: 0.8958, loss_cls: 0.9796, loss: 0.9796, grad_norm: 18.1658 2020-08-11 10:41:55,882 - mmaction - INFO - Epoch [40][640/2505] lr: 5.000e-05, eta: 1 day, 1:17:58, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.7521, top5_acc: 0.8885, loss_cls: 1.0322, loss: 1.0322, grad_norm: 18.2128 2020-08-11 10:42:33,133 - mmaction - INFO - Epoch [40][660/2505] lr: 5.000e-05, eta: 1 day, 1:17:19, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7448, top5_acc: 0.8839, loss_cls: 1.0489, loss: 1.0489, grad_norm: 17.8704 2020-08-11 10:43:10,344 - mmaction - INFO - Epoch [40][680/2505] lr: 5.000e-05, eta: 1 day, 1:16:39, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7635, top5_acc: 0.8990, loss_cls: 0.9903, loss: 0.9903, grad_norm: 17.6756 2020-08-11 10:43:47,440 - mmaction - INFO - Epoch [40][700/2505] lr: 5.000e-05, eta: 1 day, 1:15:59, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7651, top5_acc: 0.9036, loss_cls: 0.9451, loss: 0.9451, grad_norm: 17.3789 2020-08-11 10:44:24,745 - mmaction - INFO - Epoch [40][720/2505] lr: 5.000e-05, eta: 1 day, 1:15:20, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7484, top5_acc: 0.8922, loss_cls: 1.0198, loss: 1.0198, grad_norm: 18.0012 2020-08-11 10:45:02,126 - mmaction - INFO - Epoch [40][740/2505] lr: 5.000e-05, eta: 1 day, 1:14:40, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.7557, top5_acc: 0.8917, loss_cls: 0.9882, loss: 0.9882, grad_norm: 17.5136 2020-08-11 10:45:39,418 - mmaction - INFO - Epoch [40][760/2505] lr: 5.000e-05, eta: 1 day, 1:14:01, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7568, top5_acc: 0.8990, loss_cls: 1.0098, loss: 1.0098, grad_norm: 17.3144 2020-08-11 10:46:16,729 - mmaction - INFO - Epoch [40][780/2505] lr: 5.000e-05, eta: 1 day, 1:13:21, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7604, top5_acc: 0.9005, loss_cls: 0.9677, loss: 0.9677, grad_norm: 17.5500 2020-08-11 10:46:53,847 - mmaction - INFO - Epoch [40][800/2505] lr: 5.000e-05, eta: 1 day, 1:12:42, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7401, top5_acc: 0.8958, loss_cls: 1.0244, loss: 1.0244, grad_norm: 18.0650 2020-08-11 10:47:30,946 - mmaction - INFO - Epoch [40][820/2505] lr: 5.000e-05, eta: 1 day, 1:12:02, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7677, top5_acc: 0.9073, loss_cls: 0.9197, loss: 0.9197, grad_norm: 17.2020 2020-08-11 10:48:08,184 - mmaction - INFO - Epoch [40][840/2505] lr: 5.000e-05, eta: 1 day, 1:11:23, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7536, top5_acc: 0.8896, loss_cls: 1.0349, loss: 1.0349, grad_norm: 17.4908 2020-08-11 10:48:45,435 - mmaction - INFO - Epoch [40][860/2505] lr: 5.000e-05, eta: 1 day, 1:10:43, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7458, top5_acc: 0.8880, loss_cls: 1.0541, loss: 1.0541, grad_norm: 18.0420 2020-08-11 10:49:22,627 - mmaction - INFO - Epoch [40][880/2505] lr: 5.000e-05, eta: 1 day, 1:10:04, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7609, top5_acc: 0.9000, loss_cls: 0.9635, loss: 0.9635, grad_norm: 16.9486 2020-08-11 10:49:59,715 - mmaction - INFO - Epoch [40][900/2505] lr: 5.000e-05, eta: 1 day, 1:09:24, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7458, top5_acc: 0.8911, loss_cls: 1.0452, loss: 1.0452, grad_norm: 17.6153 2020-08-11 10:50:36,991 - mmaction - INFO - Epoch [40][920/2505] lr: 5.000e-05, eta: 1 day, 1:08:45, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7698, top5_acc: 0.9026, loss_cls: 0.9438, loss: 0.9438, grad_norm: 17.3731 2020-08-11 10:51:14,135 - mmaction - INFO - Epoch [40][940/2505] lr: 5.000e-05, eta: 1 day, 1:08:05, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7677, top5_acc: 0.9052, loss_cls: 0.9541, loss: 0.9541, grad_norm: 17.1952 2020-08-11 10:51:51,439 - mmaction - INFO - Epoch [40][960/2505] lr: 5.000e-05, eta: 1 day, 1:07:26, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7594, top5_acc: 0.8906, loss_cls: 1.0077, loss: 1.0077, grad_norm: 17.7466 2020-08-11 10:52:28,694 - mmaction - INFO - Epoch [40][980/2505] lr: 5.000e-05, eta: 1 day, 1:06:46, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7401, top5_acc: 0.8880, loss_cls: 1.0760, loss: 1.0760, grad_norm: 18.5779 2020-08-11 10:53:05,896 - mmaction - INFO - Epoch [40][1000/2505] lr: 5.000e-05, eta: 1 day, 1:06:06, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7516, top5_acc: 0.8932, loss_cls: 1.0463, loss: 1.0463, grad_norm: 17.9761 2020-08-11 10:53:43,175 - mmaction - INFO - Epoch [40][1020/2505] lr: 5.000e-05, eta: 1 day, 1:05:27, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7740, top5_acc: 0.9000, loss_cls: 0.9556, loss: 0.9556, grad_norm: 17.2189 2020-08-11 10:54:20,522 - mmaction - INFO - Epoch [40][1040/2505] lr: 5.000e-05, eta: 1 day, 1:04:47, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7578, top5_acc: 0.9010, loss_cls: 0.9869, loss: 0.9869, grad_norm: 17.7770 2020-08-11 10:54:57,977 - mmaction - INFO - Epoch [40][1060/2505] lr: 5.000e-05, eta: 1 day, 1:04:08, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.7344, top5_acc: 0.8953, loss_cls: 1.0310, loss: 1.0310, grad_norm: 18.8734 2020-08-11 10:55:35,517 - mmaction - INFO - Epoch [40][1080/2505] lr: 5.000e-05, eta: 1 day, 1:03:29, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.7526, top5_acc: 0.8969, loss_cls: 0.9963, loss: 0.9963, grad_norm: 17.7732 2020-08-11 10:56:12,700 - mmaction - INFO - Epoch [40][1100/2505] lr: 5.000e-05, eta: 1 day, 1:02:49, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7620, top5_acc: 0.9010, loss_cls: 0.9850, loss: 0.9850, grad_norm: 17.5537 2020-08-11 10:56:49,898 - mmaction - INFO - Epoch [40][1120/2505] lr: 5.000e-05, eta: 1 day, 1:02:10, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7672, top5_acc: 0.9120, loss_cls: 0.9190, loss: 0.9190, grad_norm: 17.1427 2020-08-11 10:57:27,019 - mmaction - INFO - Epoch [40][1140/2505] lr: 5.000e-05, eta: 1 day, 1:01:30, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7266, top5_acc: 0.8797, loss_cls: 1.1004, loss: 1.1004, grad_norm: 19.1254 2020-08-11 10:58:04,304 - mmaction - INFO - Epoch [40][1160/2505] lr: 5.000e-05, eta: 1 day, 1:00:51, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7620, top5_acc: 0.9104, loss_cls: 0.9231, loss: 0.9231, grad_norm: 17.2893 2020-08-11 10:58:41,547 - mmaction - INFO - Epoch [40][1180/2505] lr: 5.000e-05, eta: 1 day, 1:00:11, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7604, top5_acc: 0.9031, loss_cls: 0.9638, loss: 0.9638, grad_norm: 17.3652 2020-08-11 10:59:18,661 - mmaction - INFO - Epoch [40][1200/2505] lr: 5.000e-05, eta: 1 day, 0:59:31, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7823, top5_acc: 0.9016, loss_cls: 0.9266, loss: 0.9266, grad_norm: 17.0487 2020-08-11 10:59:55,769 - mmaction - INFO - Epoch [40][1220/2505] lr: 5.000e-05, eta: 1 day, 0:58:52, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7599, top5_acc: 0.9005, loss_cls: 0.9904, loss: 0.9904, grad_norm: 18.3873 2020-08-11 11:00:35,484 - mmaction - INFO - Epoch [40][1240/2505] lr: 5.000e-05, eta: 1 day, 0:58:14, time: 1.981, data_time: 0.002, memory: 8521, top1_acc: 0.7635, top5_acc: 0.8990, loss_cls: 0.9733, loss: 0.9733, grad_norm: 17.5301 2020-08-11 11:01:12,832 - mmaction - INFO - Epoch [40][1260/2505] lr: 5.000e-05, eta: 1 day, 0:57:34, time: 1.873, data_time: 0.019, memory: 8521, top1_acc: 0.7500, top5_acc: 0.8932, loss_cls: 1.0485, loss: 1.0485, grad_norm: 18.0746 2020-08-11 11:01:50,069 - mmaction - INFO - Epoch [40][1280/2505] lr: 5.000e-05, eta: 1 day, 0:56:55, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7651, top5_acc: 0.9099, loss_cls: 0.9623, loss: 0.9623, grad_norm: 17.5511 2020-08-11 11:02:27,369 - mmaction - INFO - Epoch [40][1300/2505] lr: 5.000e-05, eta: 1 day, 0:56:15, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7490, top5_acc: 0.9026, loss_cls: 0.9940, loss: 0.9940, grad_norm: 17.8699 2020-08-11 11:03:04,493 - mmaction - INFO - Epoch [40][1320/2505] lr: 5.000e-05, eta: 1 day, 0:55:36, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7510, top5_acc: 0.9068, loss_cls: 0.9508, loss: 0.9508, grad_norm: 17.7119 2020-08-11 11:03:41,664 - mmaction - INFO - Epoch [40][1340/2505] lr: 5.000e-05, eta: 1 day, 0:54:56, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7589, top5_acc: 0.9068, loss_cls: 0.9835, loss: 0.9835, grad_norm: 18.0189 2020-08-11 11:04:18,784 - mmaction - INFO - Epoch [40][1360/2505] lr: 5.000e-05, eta: 1 day, 0:54:16, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7625, top5_acc: 0.9042, loss_cls: 0.9664, loss: 0.9664, grad_norm: 17.6542 2020-08-11 11:04:55,944 - mmaction - INFO - Epoch [40][1380/2505] lr: 5.000e-05, eta: 1 day, 0:53:37, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7771, top5_acc: 0.9203, loss_cls: 0.8805, loss: 0.8805, grad_norm: 17.5192 2020-08-11 11:05:34,815 - mmaction - INFO - Epoch [40][1400/2505] lr: 5.000e-05, eta: 1 day, 0:52:58, time: 1.942, data_time: 0.001, memory: 8521, top1_acc: 0.7594, top5_acc: 0.9005, loss_cls: 1.0057, loss: 1.0057, grad_norm: 18.1749 2020-08-11 11:06:12,123 - mmaction - INFO - Epoch [40][1420/2505] lr: 5.000e-05, eta: 1 day, 0:52:19, time: 1.867, data_time: 0.006, memory: 8521, top1_acc: 0.7620, top5_acc: 0.9016, loss_cls: 0.9639, loss: 0.9639, grad_norm: 17.1957 2020-08-11 11:06:49,393 - mmaction - INFO - Epoch [40][1440/2505] lr: 5.000e-05, eta: 1 day, 0:51:39, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7437, top5_acc: 0.8844, loss_cls: 1.0543, loss: 1.0543, grad_norm: 17.9349 2020-08-11 11:07:26,542 - mmaction - INFO - Epoch [40][1460/2505] lr: 5.000e-05, eta: 1 day, 0:51:00, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7490, top5_acc: 0.9005, loss_cls: 0.9791, loss: 0.9791, grad_norm: 17.9030 2020-08-11 11:08:03,762 - mmaction - INFO - Epoch [40][1480/2505] lr: 5.000e-05, eta: 1 day, 0:50:20, time: 1.862, data_time: 0.002, memory: 8521, top1_acc: 0.7474, top5_acc: 0.8974, loss_cls: 1.0190, loss: 1.0190, grad_norm: 17.9672 2020-08-11 11:08:41,090 - mmaction - INFO - Epoch [40][1500/2505] lr: 5.000e-05, eta: 1 day, 0:49:41, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7630, top5_acc: 0.9026, loss_cls: 0.9662, loss: 0.9662, grad_norm: 17.7388 2020-08-11 11:09:18,217 - mmaction - INFO - Epoch [40][1520/2505] lr: 5.000e-05, eta: 1 day, 0:49:01, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7557, top5_acc: 0.9005, loss_cls: 0.9790, loss: 0.9790, grad_norm: 17.6201 2020-08-11 11:09:55,427 - mmaction - INFO - Epoch [40][1540/2505] lr: 5.000e-05, eta: 1 day, 0:48:22, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7594, top5_acc: 0.8990, loss_cls: 0.9934, loss: 0.9934, grad_norm: 18.0005 2020-08-11 11:10:33,485 - mmaction - INFO - Epoch [40][1560/2505] lr: 5.000e-05, eta: 1 day, 0:47:43, time: 1.901, data_time: 0.001, memory: 8521, top1_acc: 0.7609, top5_acc: 0.9031, loss_cls: 0.9771, loss: 0.9771, grad_norm: 17.9430 2020-08-11 11:11:10,788 - mmaction - INFO - Epoch [40][1580/2505] lr: 5.000e-05, eta: 1 day, 0:47:03, time: 1.867, data_time: 0.006, memory: 8521, top1_acc: 0.7563, top5_acc: 0.8922, loss_cls: 0.9884, loss: 0.9884, grad_norm: 18.0738 2020-08-11 11:11:48,013 - mmaction - INFO - Epoch [40][1600/2505] lr: 5.000e-05, eta: 1 day, 0:46:24, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7609, top5_acc: 0.8932, loss_cls: 0.9995, loss: 0.9995, grad_norm: 17.3396 2020-08-11 11:12:25,192 - mmaction - INFO - Epoch [40][1620/2505] lr: 5.000e-05, eta: 1 day, 0:45:44, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7323, top5_acc: 0.8823, loss_cls: 1.0783, loss: 1.0783, grad_norm: 18.3761 2020-08-11 11:13:02,316 - mmaction - INFO - Epoch [40][1640/2505] lr: 5.000e-05, eta: 1 day, 0:45:04, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7583, top5_acc: 0.9005, loss_cls: 0.9821, loss: 0.9821, grad_norm: 17.3041 2020-08-11 11:13:39,409 - mmaction - INFO - Epoch [40][1660/2505] lr: 5.000e-05, eta: 1 day, 0:44:25, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7495, top5_acc: 0.8922, loss_cls: 1.0214, loss: 1.0214, grad_norm: 18.2469 2020-08-11 11:14:16,617 - mmaction - INFO - Epoch [40][1680/2505] lr: 5.000e-05, eta: 1 day, 0:43:45, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7495, top5_acc: 0.9000, loss_cls: 1.0184, loss: 1.0184, grad_norm: 17.7702 2020-08-11 11:14:53,784 - mmaction - INFO - Epoch [40][1700/2505] lr: 5.000e-05, eta: 1 day, 0:43:06, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7646, top5_acc: 0.9021, loss_cls: 0.9608, loss: 0.9608, grad_norm: 17.7522 2020-08-11 11:15:30,985 - mmaction - INFO - Epoch [40][1720/2505] lr: 5.000e-05, eta: 1 day, 0:42:26, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7490, top5_acc: 0.8984, loss_cls: 1.0072, loss: 1.0072, grad_norm: 18.3820 2020-08-11 11:16:08,272 - mmaction - INFO - Epoch [40][1740/2505] lr: 5.000e-05, eta: 1 day, 0:41:47, time: 1.864, data_time: 0.003, memory: 8521, top1_acc: 0.7432, top5_acc: 0.8828, loss_cls: 1.0908, loss: 1.0908, grad_norm: 18.1278 2020-08-11 11:16:45,428 - mmaction - INFO - Epoch [40][1760/2505] lr: 5.000e-05, eta: 1 day, 0:41:07, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7516, top5_acc: 0.8953, loss_cls: 1.0184, loss: 1.0184, grad_norm: 17.7680 2020-08-11 11:17:22,551 - mmaction - INFO - Epoch [40][1780/2505] lr: 5.000e-05, eta: 1 day, 0:40:28, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7641, top5_acc: 0.9026, loss_cls: 0.9467, loss: 0.9467, grad_norm: 17.1092 2020-08-11 11:17:59,791 - mmaction - INFO - Epoch [40][1800/2505] lr: 5.000e-05, eta: 1 day, 0:39:48, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7490, top5_acc: 0.8984, loss_cls: 0.9879, loss: 0.9879, grad_norm: 17.6760 2020-08-11 11:18:36,985 - mmaction - INFO - Epoch [40][1820/2505] lr: 5.000e-05, eta: 1 day, 0:39:09, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7396, top5_acc: 0.8964, loss_cls: 1.0063, loss: 1.0063, grad_norm: 17.8959 2020-08-11 11:19:16,329 - mmaction - INFO - Epoch [40][1840/2505] lr: 5.000e-05, eta: 1 day, 0:38:30, time: 1.962, data_time: 0.005, memory: 8521, top1_acc: 0.7672, top5_acc: 0.9094, loss_cls: 0.9360, loss: 0.9360, grad_norm: 17.6128 2020-08-11 11:19:53,749 - mmaction - INFO - Epoch [40][1860/2505] lr: 5.000e-05, eta: 1 day, 0:37:51, time: 1.876, data_time: 0.018, memory: 8521, top1_acc: 0.7547, top5_acc: 0.8969, loss_cls: 1.0111, loss: 1.0111, grad_norm: 18.8212 2020-08-11 11:20:31,108 - mmaction - INFO - Epoch [40][1880/2505] lr: 5.000e-05, eta: 1 day, 0:37:12, time: 1.868, data_time: 0.002, memory: 8521, top1_acc: 0.7667, top5_acc: 0.9063, loss_cls: 0.9349, loss: 0.9349, grad_norm: 17.8222 2020-08-11 11:21:08,305 - mmaction - INFO - Epoch [40][1900/2505] lr: 5.000e-05, eta: 1 day, 0:36:32, time: 1.860, data_time: 0.004, memory: 8521, top1_acc: 0.7661, top5_acc: 0.9062, loss_cls: 0.9679, loss: 0.9679, grad_norm: 17.8824 2020-08-11 11:21:45,441 - mmaction - INFO - Epoch [40][1920/2505] lr: 5.000e-05, eta: 1 day, 0:35:53, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7620, top5_acc: 0.9130, loss_cls: 0.9351, loss: 0.9351, grad_norm: 18.0318 2020-08-11 11:22:22,575 - mmaction - INFO - Epoch [40][1940/2505] lr: 5.000e-05, eta: 1 day, 0:35:13, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7760, top5_acc: 0.8990, loss_cls: 0.9434, loss: 0.9434, grad_norm: 17.8861 2020-08-11 11:22:59,696 - mmaction - INFO - Epoch [40][1960/2505] lr: 5.000e-05, eta: 1 day, 0:34:33, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7641, top5_acc: 0.8984, loss_cls: 0.9927, loss: 0.9927, grad_norm: 18.1878 2020-08-11 11:23:36,875 - mmaction - INFO - Epoch [40][1980/2505] lr: 5.000e-05, eta: 1 day, 0:33:54, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7526, top5_acc: 0.8911, loss_cls: 1.0421, loss: 1.0421, grad_norm: 18.0638 2020-08-11 11:24:13,926 - mmaction - INFO - Epoch [40][2000/2505] lr: 5.000e-05, eta: 1 day, 0:33:14, time: 1.853, data_time: 0.001, memory: 8521, top1_acc: 0.7406, top5_acc: 0.8854, loss_cls: 1.0675, loss: 1.0675, grad_norm: 18.2071 2020-08-11 11:24:51,028 - mmaction - INFO - Epoch [40][2020/2505] lr: 5.000e-05, eta: 1 day, 0:32:35, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7516, top5_acc: 0.8953, loss_cls: 0.9925, loss: 0.9925, grad_norm: 16.8737 2020-08-11 11:25:28,371 - mmaction - INFO - Epoch [40][2040/2505] lr: 5.000e-05, eta: 1 day, 0:31:55, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7589, top5_acc: 0.8990, loss_cls: 0.9939, loss: 0.9939, grad_norm: 18.2621 2020-08-11 11:26:05,578 - mmaction - INFO - Epoch [40][2060/2505] lr: 5.000e-05, eta: 1 day, 0:31:16, time: 1.860, data_time: 0.004, memory: 8521, top1_acc: 0.7552, top5_acc: 0.9052, loss_cls: 1.0041, loss: 1.0041, grad_norm: 18.0574 2020-08-11 11:26:42,717 - mmaction - INFO - Epoch [40][2080/2505] lr: 5.000e-05, eta: 1 day, 0:30:36, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7630, top5_acc: 0.9036, loss_cls: 1.0040, loss: 1.0040, grad_norm: 17.7625 2020-08-11 11:27:19,896 - mmaction - INFO - Epoch [40][2100/2505] lr: 5.000e-05, eta: 1 day, 0:29:57, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7797, top5_acc: 0.9151, loss_cls: 0.8833, loss: 0.8833, grad_norm: 17.3044 2020-08-11 11:27:57,152 - mmaction - INFO - Epoch [40][2120/2505] lr: 5.000e-05, eta: 1 day, 0:29:17, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7417, top5_acc: 0.8964, loss_cls: 1.0225, loss: 1.0225, grad_norm: 18.1655 2020-08-11 11:28:34,434 - mmaction - INFO - Epoch [40][2140/2505] lr: 5.000e-05, eta: 1 day, 0:28:38, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7630, top5_acc: 0.9057, loss_cls: 0.9682, loss: 0.9682, grad_norm: 17.2932 2020-08-11 11:29:11,560 - mmaction - INFO - Epoch [40][2160/2505] lr: 5.000e-05, eta: 1 day, 0:27:58, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7635, top5_acc: 0.9104, loss_cls: 0.9377, loss: 0.9377, grad_norm: 17.3728 2020-08-11 11:29:48,661 - mmaction - INFO - Epoch [40][2180/2505] lr: 5.000e-05, eta: 1 day, 0:27:19, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7557, top5_acc: 0.8906, loss_cls: 1.0321, loss: 1.0321, grad_norm: 18.3553 2020-08-11 11:30:25,881 - mmaction - INFO - Epoch [40][2200/2505] lr: 5.000e-05, eta: 1 day, 0:26:39, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7573, top5_acc: 0.8995, loss_cls: 0.9787, loss: 0.9787, grad_norm: 17.6608 2020-08-11 11:31:03,205 - mmaction - INFO - Epoch [40][2220/2505] lr: 5.000e-05, eta: 1 day, 0:26:00, time: 1.866, data_time: 0.004, memory: 8521, top1_acc: 0.7635, top5_acc: 0.8995, loss_cls: 0.9905, loss: 0.9905, grad_norm: 17.6657 2020-08-11 11:31:40,286 - mmaction - INFO - Epoch [40][2240/2505] lr: 5.000e-05, eta: 1 day, 0:25:21, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.7443, top5_acc: 0.9042, loss_cls: 1.0236, loss: 1.0236, grad_norm: 18.3743 2020-08-11 11:32:17,574 - mmaction - INFO - Epoch [40][2260/2505] lr: 5.000e-05, eta: 1 day, 0:24:41, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7443, top5_acc: 0.8901, loss_cls: 1.0387, loss: 1.0387, grad_norm: 17.7500 2020-08-11 11:32:54,794 - mmaction - INFO - Epoch [40][2280/2505] lr: 5.000e-05, eta: 1 day, 0:24:02, time: 1.862, data_time: 0.002, memory: 8521, top1_acc: 0.7625, top5_acc: 0.9031, loss_cls: 0.9528, loss: 0.9528, grad_norm: 17.8143 2020-08-11 11:33:31,927 - mmaction - INFO - Epoch [40][2300/2505] lr: 5.000e-05, eta: 1 day, 0:23:22, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7552, top5_acc: 0.9099, loss_cls: 0.9463, loss: 0.9463, grad_norm: 17.6775 2020-08-11 11:34:09,088 - mmaction - INFO - Epoch [40][2320/2505] lr: 5.000e-05, eta: 1 day, 0:22:43, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7531, top5_acc: 0.8865, loss_cls: 1.0319, loss: 1.0319, grad_norm: 18.8408 2020-08-11 11:34:46,266 - mmaction - INFO - Epoch [40][2340/2505] lr: 5.000e-05, eta: 1 day, 0:22:03, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7682, top5_acc: 0.9057, loss_cls: 0.9304, loss: 0.9304, grad_norm: 17.4200 2020-08-11 11:35:23,593 - mmaction - INFO - Epoch [40][2360/2505] lr: 5.000e-05, eta: 1 day, 0:21:24, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7651, top5_acc: 0.9073, loss_cls: 0.9366, loss: 0.9366, grad_norm: 17.5861 2020-08-11 11:36:00,866 - mmaction - INFO - Epoch [40][2380/2505] lr: 5.000e-05, eta: 1 day, 0:20:44, time: 1.865, data_time: 0.004, memory: 8521, top1_acc: 0.7557, top5_acc: 0.9010, loss_cls: 1.0081, loss: 1.0081, grad_norm: 18.4242 2020-08-11 11:36:38,068 - mmaction - INFO - Epoch [40][2400/2505] lr: 5.000e-05, eta: 1 day, 0:20:05, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7562, top5_acc: 0.8990, loss_cls: 1.0094, loss: 1.0094, grad_norm: 17.0929 2020-08-11 11:37:15,286 - mmaction - INFO - Epoch [40][2420/2505] lr: 5.000e-05, eta: 1 day, 0:19:25, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7479, top5_acc: 0.9016, loss_cls: 0.9927, loss: 0.9927, grad_norm: 17.5523 2020-08-11 11:37:52,441 - mmaction - INFO - Epoch [40][2440/2505] lr: 5.000e-05, eta: 1 day, 0:18:46, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7510, top5_acc: 0.9010, loss_cls: 0.9926, loss: 0.9926, grad_norm: 18.3502 2020-08-11 11:38:29,700 - mmaction - INFO - Epoch [40][2460/2505] lr: 5.000e-05, eta: 1 day, 0:18:06, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7495, top5_acc: 0.8854, loss_cls: 1.0455, loss: 1.0455, grad_norm: 17.8351 2020-08-11 11:39:06,806 - mmaction - INFO - Epoch [40][2480/2505] lr: 5.000e-05, eta: 1 day, 0:17:27, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7667, top5_acc: 0.9047, loss_cls: 0.9380, loss: 0.9380, grad_norm: 17.6674 2020-08-11 11:39:43,988 - mmaction - INFO - Epoch [40][2500/2505] lr: 5.000e-05, eta: 1 day, 0:16:47, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7490, top5_acc: 0.8839, loss_cls: 1.0486, loss: 1.0486, grad_norm: 17.8024 2020-08-11 11:40:03,416 - mmaction - INFO - Saving checkpoint at 40 epochs 2020-08-11 11:42:03,623 - mmaction - INFO - Epoch [41][20/2505] lr: 5.000e-05, eta: 1 day, 0:16:30, time: 5.915, data_time: 3.918, memory: 8521, top1_acc: 0.7448, top5_acc: 0.8891, loss_cls: 1.0376, loss: 1.0376, grad_norm: 18.0813 2020-08-11 11:42:41,660 - mmaction - INFO - Epoch [41][40/2505] lr: 5.000e-05, eta: 1 day, 0:15:51, time: 1.902, data_time: 0.011, memory: 8521, top1_acc: 0.7703, top5_acc: 0.9031, loss_cls: 0.9542, loss: 0.9542, grad_norm: 17.4199 2020-08-11 11:43:19,144 - mmaction - INFO - Epoch [41][60/2505] lr: 5.000e-05, eta: 1 day, 0:15:12, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.7641, top5_acc: 0.9010, loss_cls: 0.9362, loss: 0.9362, grad_norm: 17.4291 2020-08-11 11:43:56,860 - mmaction - INFO - Epoch [41][80/2505] lr: 5.000e-05, eta: 1 day, 0:14:33, time: 1.886, data_time: 0.001, memory: 8521, top1_acc: 0.7568, top5_acc: 0.8958, loss_cls: 0.9732, loss: 0.9732, grad_norm: 17.4975 2020-08-11 11:44:34,648 - mmaction - INFO - Epoch [41][100/2505] lr: 5.000e-05, eta: 1 day, 0:13:53, time: 1.889, data_time: 0.001, memory: 8521, top1_acc: 0.7630, top5_acc: 0.9078, loss_cls: 0.9446, loss: 0.9446, grad_norm: 17.6383 2020-08-11 11:45:12,638 - mmaction - INFO - Epoch [41][120/2505] lr: 5.000e-05, eta: 1 day, 0:13:14, time: 1.899, data_time: 0.001, memory: 8521, top1_acc: 0.7557, top5_acc: 0.9031, loss_cls: 1.0007, loss: 1.0007, grad_norm: 17.4311 2020-08-11 11:45:50,318 - mmaction - INFO - Epoch [41][140/2505] lr: 5.000e-05, eta: 1 day, 0:12:35, time: 1.885, data_time: 0.005, memory: 8521, top1_acc: 0.7490, top5_acc: 0.8984, loss_cls: 0.9877, loss: 0.9877, grad_norm: 18.2999 2020-08-11 11:46:28,004 - mmaction - INFO - Epoch [41][160/2505] lr: 5.000e-05, eta: 1 day, 0:11:56, time: 1.884, data_time: 0.001, memory: 8521, top1_acc: 0.7281, top5_acc: 0.8880, loss_cls: 1.0870, loss: 1.0870, grad_norm: 18.6917 2020-08-11 11:47:05,621 - mmaction - INFO - Epoch [41][180/2505] lr: 5.000e-05, eta: 1 day, 0:11:16, time: 1.881, data_time: 0.001, memory: 8521, top1_acc: 0.7656, top5_acc: 0.9026, loss_cls: 0.9861, loss: 0.9861, grad_norm: 17.4691 2020-08-11 11:47:43,330 - mmaction - INFO - Epoch [41][200/2505] lr: 5.000e-05, eta: 1 day, 0:10:37, time: 1.886, data_time: 0.001, memory: 8521, top1_acc: 0.7526, top5_acc: 0.9021, loss_cls: 0.9911, loss: 0.9911, grad_norm: 17.5750 2020-08-11 11:48:21,191 - mmaction - INFO - Epoch [41][220/2505] lr: 5.000e-05, eta: 1 day, 0:09:58, time: 1.893, data_time: 0.001, memory: 8521, top1_acc: 0.7578, top5_acc: 0.9016, loss_cls: 0.9965, loss: 0.9965, grad_norm: 17.4455 2020-08-11 11:48:58,825 - mmaction - INFO - Epoch [41][240/2505] lr: 5.000e-05, eta: 1 day, 0:09:19, time: 1.881, data_time: 0.001, memory: 8521, top1_acc: 0.7646, top5_acc: 0.8901, loss_cls: 0.9941, loss: 0.9941, grad_norm: 17.0855 2020-08-11 11:49:36,248 - mmaction - INFO - Epoch [41][260/2505] lr: 5.000e-05, eta: 1 day, 0:08:39, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.7667, top5_acc: 0.9135, loss_cls: 0.9318, loss: 0.9318, grad_norm: 17.5861 2020-08-11 11:50:14,040 - mmaction - INFO - Epoch [41][280/2505] lr: 5.000e-05, eta: 1 day, 0:08:00, time: 1.890, data_time: 0.001, memory: 8521, top1_acc: 0.7589, top5_acc: 0.9005, loss_cls: 0.9558, loss: 0.9558, grad_norm: 17.6741 2020-08-11 11:50:51,890 - mmaction - INFO - Epoch [41][300/2505] lr: 5.000e-05, eta: 1 day, 0:07:21, time: 1.892, data_time: 0.005, memory: 8521, top1_acc: 0.7464, top5_acc: 0.9000, loss_cls: 0.9856, loss: 0.9856, grad_norm: 18.4217 2020-08-11 11:51:29,326 - mmaction - INFO - Epoch [41][320/2505] lr: 5.000e-05, eta: 1 day, 0:06:41, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.7547, top5_acc: 0.8964, loss_cls: 1.0030, loss: 1.0030, grad_norm: 18.2944 2020-08-11 11:52:06,900 - mmaction - INFO - Epoch [41][340/2505] lr: 5.000e-05, eta: 1 day, 0:06:02, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.7615, top5_acc: 0.8927, loss_cls: 0.9859, loss: 0.9859, grad_norm: 16.9715 2020-08-11 11:52:44,313 - mmaction - INFO - Epoch [41][360/2505] lr: 5.000e-05, eta: 1 day, 0:05:23, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.7516, top5_acc: 0.8953, loss_cls: 1.0194, loss: 1.0194, grad_norm: 17.7347 2020-08-11 11:53:22,268 - mmaction - INFO - Epoch [41][380/2505] lr: 5.000e-05, eta: 1 day, 0:04:44, time: 1.898, data_time: 0.001, memory: 8521, top1_acc: 0.7667, top5_acc: 0.9193, loss_cls: 0.8990, loss: 0.8990, grad_norm: 17.5078 2020-08-11 11:54:00,014 - mmaction - INFO - Epoch [41][400/2505] lr: 5.000e-05, eta: 1 day, 0:04:04, time: 1.887, data_time: 0.001, memory: 8521, top1_acc: 0.7521, top5_acc: 0.8958, loss_cls: 0.9869, loss: 0.9869, grad_norm: 18.7178 2020-08-11 11:54:37,818 - mmaction - INFO - Epoch [41][420/2505] lr: 5.000e-05, eta: 1 day, 0:03:25, time: 1.890, data_time: 0.001, memory: 8521, top1_acc: 0.7620, top5_acc: 0.9042, loss_cls: 0.9838, loss: 0.9838, grad_norm: 17.8344 2020-08-11 11:55:16,283 - mmaction - INFO - Epoch [41][440/2505] lr: 5.000e-05, eta: 1 day, 0:02:46, time: 1.922, data_time: 0.001, memory: 8521, top1_acc: 0.7479, top5_acc: 0.8979, loss_cls: 1.0363, loss: 1.0363, grad_norm: 18.2092 2020-08-11 11:55:53,794 - mmaction - INFO - Epoch [41][460/2505] lr: 5.000e-05, eta: 1 day, 0:02:07, time: 1.876, data_time: 0.003, memory: 8521, top1_acc: 0.7854, top5_acc: 0.9135, loss_cls: 0.8863, loss: 0.8863, grad_norm: 16.6112 2020-08-11 11:56:31,316 - mmaction - INFO - Epoch [41][480/2505] lr: 5.000e-05, eta: 1 day, 0:01:28, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.7568, top5_acc: 0.9083, loss_cls: 0.9493, loss: 0.9493, grad_norm: 17.2140 2020-08-11 11:57:08,887 - mmaction - INFO - Epoch [41][500/2505] lr: 5.000e-05, eta: 1 day, 0:00:48, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.7547, top5_acc: 0.9000, loss_cls: 0.9782, loss: 0.9782, grad_norm: 18.0611 2020-08-11 11:57:46,491 - mmaction - INFO - Epoch [41][520/2505] lr: 5.000e-05, eta: 1 day, 0:00:09, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.7573, top5_acc: 0.8979, loss_cls: 0.9971, loss: 0.9971, grad_norm: 17.8177 2020-08-11 11:58:24,265 - mmaction - INFO - Epoch [41][540/2505] lr: 5.000e-05, eta: 23:59:30, time: 1.889, data_time: 0.001, memory: 8521, top1_acc: 0.7667, top5_acc: 0.8943, loss_cls: 0.9664, loss: 0.9664, grad_norm: 17.0827 2020-08-11 11:59:01,781 - mmaction - INFO - Epoch [41][560/2505] lr: 5.000e-05, eta: 23:58:50, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.7703, top5_acc: 0.9115, loss_cls: 0.9428, loss: 0.9428, grad_norm: 17.8965 2020-08-11 11:59:39,190 - mmaction - INFO - Epoch [41][580/2505] lr: 5.000e-05, eta: 23:58:11, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7734, top5_acc: 0.9109, loss_cls: 0.9379, loss: 0.9379, grad_norm: 17.8557 2020-08-11 12:00:20,178 - mmaction - INFO - Epoch [41][600/2505] lr: 5.000e-05, eta: 23:57:33, time: 2.047, data_time: 0.005, memory: 8521, top1_acc: 0.7771, top5_acc: 0.9083, loss_cls: 0.9065, loss: 0.9065, grad_norm: 17.0599 2020-08-11 12:00:59,703 - mmaction - INFO - Epoch [41][620/2505] lr: 5.000e-05, eta: 23:56:55, time: 1.978, data_time: 0.099, memory: 8521, top1_acc: 0.7427, top5_acc: 0.8885, loss_cls: 1.0501, loss: 1.0501, grad_norm: 17.9786 2020-08-11 12:01:37,521 - mmaction - INFO - Epoch [41][640/2505] lr: 5.000e-05, eta: 23:56:16, time: 1.891, data_time: 0.001, memory: 8521, top1_acc: 0.7505, top5_acc: 0.9068, loss_cls: 0.9838, loss: 0.9838, grad_norm: 18.0026 2020-08-11 12:02:15,055 - mmaction - INFO - Epoch [41][660/2505] lr: 5.000e-05, eta: 23:55:36, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.7479, top5_acc: 0.8964, loss_cls: 0.9997, loss: 0.9997, grad_norm: 18.0606 2020-08-11 12:02:52,848 - mmaction - INFO - Epoch [41][680/2505] lr: 5.000e-05, eta: 23:54:57, time: 1.890, data_time: 0.001, memory: 8521, top1_acc: 0.7651, top5_acc: 0.9047, loss_cls: 0.9294, loss: 0.9294, grad_norm: 17.6528 2020-08-11 12:03:30,556 - mmaction - INFO - Epoch [41][700/2505] lr: 5.000e-05, eta: 23:54:18, time: 1.885, data_time: 0.001, memory: 8521, top1_acc: 0.7854, top5_acc: 0.9172, loss_cls: 0.8753, loss: 0.8753, grad_norm: 17.6194 2020-08-11 12:04:07,997 - mmaction - INFO - Epoch [41][720/2505] lr: 5.000e-05, eta: 23:53:39, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.7391, top5_acc: 0.8938, loss_cls: 1.0533, loss: 1.0533, grad_norm: 18.5391 2020-08-11 12:04:45,401 - mmaction - INFO - Epoch [41][740/2505] lr: 5.000e-05, eta: 23:52:59, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7370, top5_acc: 0.8995, loss_cls: 1.0530, loss: 1.0530, grad_norm: 18.5199 2020-08-11 12:05:23,767 - mmaction - INFO - Epoch [41][760/2505] lr: 5.000e-05, eta: 23:52:20, time: 1.916, data_time: 0.001, memory: 8521, top1_acc: 0.7505, top5_acc: 0.8922, loss_cls: 1.0466, loss: 1.0466, grad_norm: 17.8685 2020-08-11 12:06:01,133 - mmaction - INFO - Epoch [41][780/2505] lr: 5.000e-05, eta: 23:51:41, time: 1.870, data_time: 0.005, memory: 8521, top1_acc: 0.7495, top5_acc: 0.8984, loss_cls: 0.9991, loss: 0.9991, grad_norm: 17.2435 2020-08-11 12:06:38,289 - mmaction - INFO - Epoch [41][800/2505] lr: 5.000e-05, eta: 23:51:01, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7547, top5_acc: 0.9089, loss_cls: 0.9322, loss: 0.9322, grad_norm: 17.5825 2020-08-11 12:07:15,323 - mmaction - INFO - Epoch [41][820/2505] lr: 5.000e-05, eta: 23:50:22, time: 1.852, data_time: 0.001, memory: 8521, top1_acc: 0.7526, top5_acc: 0.9146, loss_cls: 0.9382, loss: 0.9382, grad_norm: 18.1462 2020-08-11 12:07:52,548 - mmaction - INFO - Epoch [41][840/2505] lr: 5.000e-05, eta: 23:49:42, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7672, top5_acc: 0.8964, loss_cls: 0.9642, loss: 0.9642, grad_norm: 18.3097 2020-08-11 12:08:29,633 - mmaction - INFO - Epoch [41][860/2505] lr: 5.000e-05, eta: 23:49:03, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.7464, top5_acc: 0.8995, loss_cls: 1.0177, loss: 1.0177, grad_norm: 18.5493 2020-08-11 12:09:06,772 - mmaction - INFO - Epoch [41][880/2505] lr: 5.000e-05, eta: 23:48:23, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7698, top5_acc: 0.9073, loss_cls: 0.9473, loss: 0.9473, grad_norm: 17.7886 2020-08-11 12:09:43,981 - mmaction - INFO - Epoch [41][900/2505] lr: 5.000e-05, eta: 23:47:44, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7594, top5_acc: 0.8979, loss_cls: 1.0132, loss: 1.0132, grad_norm: 18.1172 2020-08-11 12:10:21,253 - mmaction - INFO - Epoch [41][920/2505] lr: 5.000e-05, eta: 23:47:04, time: 1.863, data_time: 0.000, memory: 8521, top1_acc: 0.7510, top5_acc: 0.8943, loss_cls: 1.0259, loss: 1.0259, grad_norm: 17.8068 2020-08-11 12:10:58,433 - mmaction - INFO - Epoch [41][940/2505] lr: 5.000e-05, eta: 23:46:25, time: 1.859, data_time: 0.004, memory: 8521, top1_acc: 0.7500, top5_acc: 0.8974, loss_cls: 1.0085, loss: 1.0085, grad_norm: 17.7265 2020-08-11 12:11:35,626 - mmaction - INFO - Epoch [41][960/2505] lr: 5.000e-05, eta: 23:45:46, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7573, top5_acc: 0.9047, loss_cls: 0.9595, loss: 0.9595, grad_norm: 17.3310 2020-08-11 12:12:12,762 - mmaction - INFO - Epoch [41][980/2505] lr: 5.000e-05, eta: 23:45:06, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7526, top5_acc: 0.8969, loss_cls: 1.0108, loss: 1.0108, grad_norm: 18.2153 2020-08-11 12:12:49,889 - mmaction - INFO - Epoch [41][1000/2505] lr: 5.000e-05, eta: 23:44:27, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7667, top5_acc: 0.9031, loss_cls: 0.9564, loss: 0.9564, grad_norm: 16.9993 2020-08-11 12:13:27,009 - mmaction - INFO - Epoch [41][1020/2505] lr: 5.000e-05, eta: 23:43:47, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7484, top5_acc: 0.9005, loss_cls: 1.0150, loss: 1.0150, grad_norm: 18.1006 2020-08-11 12:14:04,291 - mmaction - INFO - Epoch [41][1040/2505] lr: 5.000e-05, eta: 23:43:08, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7500, top5_acc: 0.8932, loss_cls: 1.0281, loss: 1.0281, grad_norm: 17.3638 2020-08-11 12:14:41,398 - mmaction - INFO - Epoch [41][1060/2505] lr: 5.000e-05, eta: 23:42:28, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7646, top5_acc: 0.9010, loss_cls: 0.9699, loss: 0.9699, grad_norm: 17.0985 2020-08-11 12:15:19,241 - mmaction - INFO - Epoch [41][1080/2505] lr: 5.000e-05, eta: 23:41:49, time: 1.891, data_time: 0.001, memory: 8521, top1_acc: 0.7385, top5_acc: 0.9063, loss_cls: 1.0032, loss: 1.0032, grad_norm: 18.3926 2020-08-11 12:15:56,421 - mmaction - INFO - Epoch [41][1100/2505] lr: 5.000e-05, eta: 23:41:10, time: 1.860, data_time: 0.004, memory: 8521, top1_acc: 0.7594, top5_acc: 0.9104, loss_cls: 0.9456, loss: 0.9456, grad_norm: 17.8217 2020-08-11 12:16:33,526 - mmaction - INFO - Epoch [41][1120/2505] lr: 5.000e-05, eta: 23:40:30, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7745, top5_acc: 0.9083, loss_cls: 0.9266, loss: 0.9266, grad_norm: 16.9259 2020-08-11 12:17:10,715 - mmaction - INFO - Epoch [41][1140/2505] lr: 5.000e-05, eta: 23:39:51, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7547, top5_acc: 0.9031, loss_cls: 1.0155, loss: 1.0155, grad_norm: 18.3846 2020-08-11 12:17:47,857 - mmaction - INFO - Epoch [41][1160/2505] lr: 5.000e-05, eta: 23:39:11, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7568, top5_acc: 0.9000, loss_cls: 1.0157, loss: 1.0157, grad_norm: 17.9438 2020-08-11 12:18:25,113 - mmaction - INFO - Epoch [41][1180/2505] lr: 5.000e-05, eta: 23:38:32, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7615, top5_acc: 0.8932, loss_cls: 0.9677, loss: 0.9677, grad_norm: 17.3101 2020-08-11 12:19:02,269 - mmaction - INFO - Epoch [41][1200/2505] lr: 5.000e-05, eta: 23:37:52, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7568, top5_acc: 0.9026, loss_cls: 0.9811, loss: 0.9811, grad_norm: 18.3362 2020-08-11 12:19:39,505 - mmaction - INFO - Epoch [41][1220/2505] lr: 5.000e-05, eta: 23:37:13, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7630, top5_acc: 0.9000, loss_cls: 0.9782, loss: 0.9782, grad_norm: 17.1605 2020-08-11 12:20:17,718 - mmaction - INFO - Epoch [41][1240/2505] lr: 5.000e-05, eta: 23:36:34, time: 1.910, data_time: 0.001, memory: 8521, top1_acc: 0.7568, top5_acc: 0.8984, loss_cls: 0.9660, loss: 0.9660, grad_norm: 17.2137 2020-08-11 12:20:54,984 - mmaction - INFO - Epoch [41][1260/2505] lr: 5.000e-05, eta: 23:35:54, time: 1.864, data_time: 0.002, memory: 8521, top1_acc: 0.7521, top5_acc: 0.8984, loss_cls: 0.9963, loss: 0.9963, grad_norm: 17.8567 2020-08-11 12:21:32,207 - mmaction - INFO - Epoch [41][1280/2505] lr: 5.000e-05, eta: 23:35:15, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7443, top5_acc: 0.8870, loss_cls: 1.0651, loss: 1.0651, grad_norm: 18.0367 2020-08-11 12:22:09,431 - mmaction - INFO - Epoch [41][1300/2505] lr: 5.000e-05, eta: 23:34:36, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7531, top5_acc: 0.9010, loss_cls: 1.0216, loss: 1.0216, grad_norm: 18.1561 2020-08-11 12:22:46,750 - mmaction - INFO - Epoch [41][1320/2505] lr: 5.000e-05, eta: 23:33:56, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7437, top5_acc: 0.8911, loss_cls: 1.0096, loss: 1.0096, grad_norm: 17.8798 2020-08-11 12:23:25,433 - mmaction - INFO - Epoch [41][1340/2505] lr: 5.000e-05, eta: 23:33:17, time: 1.933, data_time: 0.001, memory: 8521, top1_acc: 0.7542, top5_acc: 0.8974, loss_cls: 0.9927, loss: 0.9927, grad_norm: 18.3348 2020-08-11 12:24:03,127 - mmaction - INFO - Epoch [41][1360/2505] lr: 5.000e-05, eta: 23:32:38, time: 1.886, data_time: 0.002, memory: 8521, top1_acc: 0.7583, top5_acc: 0.9016, loss_cls: 0.9716, loss: 0.9716, grad_norm: 17.5051 2020-08-11 12:24:40,283 - mmaction - INFO - Epoch [41][1380/2505] lr: 5.000e-05, eta: 23:31:59, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7427, top5_acc: 0.8854, loss_cls: 1.0993, loss: 1.0993, grad_norm: 18.1049 2020-08-11 12:25:17,932 - mmaction - INFO - Epoch [41][1400/2505] lr: 5.000e-05, eta: 23:31:19, time: 1.883, data_time: 0.001, memory: 8521, top1_acc: 0.7630, top5_acc: 0.9010, loss_cls: 0.9541, loss: 0.9541, grad_norm: 17.1000 2020-08-11 12:25:55,109 - mmaction - INFO - Epoch [41][1420/2505] lr: 5.000e-05, eta: 23:30:40, time: 1.859, data_time: 0.003, memory: 8521, top1_acc: 0.7542, top5_acc: 0.9016, loss_cls: 0.9723, loss: 0.9723, grad_norm: 17.0421 2020-08-11 12:26:32,279 - mmaction - INFO - Epoch [41][1440/2505] lr: 5.000e-05, eta: 23:30:01, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7620, top5_acc: 0.9104, loss_cls: 0.9439, loss: 0.9439, grad_norm: 16.9665 2020-08-11 12:27:09,578 - mmaction - INFO - Epoch [41][1460/2505] lr: 5.000e-05, eta: 23:29:21, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7776, top5_acc: 0.9047, loss_cls: 0.9047, loss: 0.9047, grad_norm: 16.6686 2020-08-11 12:27:46,861 - mmaction - INFO - Epoch [41][1480/2505] lr: 5.000e-05, eta: 23:28:42, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7589, top5_acc: 0.8901, loss_cls: 1.0251, loss: 1.0251, grad_norm: 17.7489 2020-08-11 12:28:24,270 - mmaction - INFO - Epoch [41][1500/2505] lr: 5.000e-05, eta: 23:28:02, time: 1.879, data_time: 0.010, memory: 8521, top1_acc: 0.7542, top5_acc: 0.8964, loss_cls: 1.0025, loss: 1.0025, grad_norm: 18.0953 2020-08-11 12:29:01,513 - mmaction - INFO - Epoch [41][1520/2505] lr: 5.000e-05, eta: 23:27:23, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7380, top5_acc: 0.8948, loss_cls: 1.0265, loss: 1.0265, grad_norm: 18.1637 2020-08-11 12:29:38,629 - mmaction - INFO - Epoch [41][1540/2505] lr: 5.000e-05, eta: 23:26:44, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7651, top5_acc: 0.8974, loss_cls: 0.9602, loss: 0.9602, grad_norm: 17.5232 2020-08-11 12:30:16,245 - mmaction - INFO - Epoch [41][1560/2505] lr: 5.000e-05, eta: 23:26:04, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.7724, top5_acc: 0.9047, loss_cls: 0.9520, loss: 0.9520, grad_norm: 16.5294 2020-08-11 12:30:53,638 - mmaction - INFO - Epoch [41][1580/2505] lr: 5.000e-05, eta: 23:25:25, time: 1.871, data_time: 0.006, memory: 8521, top1_acc: 0.7698, top5_acc: 0.9021, loss_cls: 0.9571, loss: 0.9571, grad_norm: 17.4367 2020-08-11 12:31:30,717 - mmaction - INFO - Epoch [41][1600/2505] lr: 5.000e-05, eta: 23:24:45, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.7651, top5_acc: 0.9089, loss_cls: 0.9315, loss: 0.9315, grad_norm: 17.8597 2020-08-11 12:32:07,994 - mmaction - INFO - Epoch [41][1620/2505] lr: 5.000e-05, eta: 23:24:06, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7375, top5_acc: 0.8823, loss_cls: 1.0787, loss: 1.0787, grad_norm: 18.3911 2020-08-11 12:32:45,213 - mmaction - INFO - Epoch [41][1640/2505] lr: 5.000e-05, eta: 23:23:27, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7688, top5_acc: 0.9068, loss_cls: 0.9471, loss: 0.9471, grad_norm: 17.1595 2020-08-11 12:33:22,364 - mmaction - INFO - Epoch [41][1660/2505] lr: 5.000e-05, eta: 23:22:47, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7630, top5_acc: 0.9021, loss_cls: 0.9799, loss: 0.9799, grad_norm: 18.3700 2020-08-11 12:33:59,434 - mmaction - INFO - Epoch [41][1680/2505] lr: 5.000e-05, eta: 23:22:08, time: 1.853, data_time: 0.001, memory: 8521, top1_acc: 0.7495, top5_acc: 0.8927, loss_cls: 1.0435, loss: 1.0435, grad_norm: 18.2982 2020-08-11 12:34:36,618 - mmaction - INFO - Epoch [41][1700/2505] lr: 5.000e-05, eta: 23:21:28, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7630, top5_acc: 0.8964, loss_cls: 0.9530, loss: 0.9530, grad_norm: 16.9674 2020-08-11 12:35:13,793 - mmaction - INFO - Epoch [41][1720/2505] lr: 5.000e-05, eta: 23:20:49, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7635, top5_acc: 0.9000, loss_cls: 0.9571, loss: 0.9571, grad_norm: 17.8345 2020-08-11 12:35:51,113 - mmaction - INFO - Epoch [41][1740/2505] lr: 5.000e-05, eta: 23:20:09, time: 1.866, data_time: 0.003, memory: 8521, top1_acc: 0.7495, top5_acc: 0.8974, loss_cls: 1.0278, loss: 1.0278, grad_norm: 18.7998 2020-08-11 12:36:28,245 - mmaction - INFO - Epoch [41][1760/2505] lr: 5.000e-05, eta: 23:19:30, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7536, top5_acc: 0.8990, loss_cls: 1.0165, loss: 1.0165, grad_norm: 18.4404 2020-08-11 12:37:05,420 - mmaction - INFO - Epoch [41][1780/2505] lr: 5.000e-05, eta: 23:18:51, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7505, top5_acc: 0.8995, loss_cls: 0.9645, loss: 0.9645, grad_norm: 17.3076 2020-08-11 12:37:42,528 - mmaction - INFO - Epoch [41][1800/2505] lr: 5.000e-05, eta: 23:18:11, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7531, top5_acc: 0.8964, loss_cls: 0.9844, loss: 0.9844, grad_norm: 17.8959 2020-08-11 12:38:19,701 - mmaction - INFO - Epoch [41][1820/2505] lr: 5.000e-05, eta: 23:17:32, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7552, top5_acc: 0.9068, loss_cls: 0.9588, loss: 0.9588, grad_norm: 18.2368 2020-08-11 12:38:56,905 - mmaction - INFO - Epoch [41][1840/2505] lr: 5.000e-05, eta: 23:16:52, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7740, top5_acc: 0.8979, loss_cls: 0.9488, loss: 0.9488, grad_norm: 17.3709 2020-08-11 12:39:34,169 - mmaction - INFO - Epoch [41][1860/2505] lr: 5.000e-05, eta: 23:16:13, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7635, top5_acc: 0.9083, loss_cls: 0.9333, loss: 0.9333, grad_norm: 18.3901 2020-08-11 12:40:11,933 - mmaction - INFO - Epoch [41][1880/2505] lr: 5.000e-05, eta: 23:15:34, time: 1.888, data_time: 0.001, memory: 8521, top1_acc: 0.7406, top5_acc: 0.8937, loss_cls: 1.0251, loss: 1.0251, grad_norm: 18.8052 2020-08-11 12:40:51,117 - mmaction - INFO - Epoch [41][1900/2505] lr: 5.000e-05, eta: 23:14:55, time: 1.959, data_time: 0.094, memory: 8521, top1_acc: 0.7609, top5_acc: 0.8990, loss_cls: 0.9873, loss: 0.9873, grad_norm: 17.8104 2020-08-11 12:41:28,292 - mmaction - INFO - Epoch [41][1920/2505] lr: 5.000e-05, eta: 23:14:16, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7594, top5_acc: 0.9010, loss_cls: 1.0029, loss: 1.0029, grad_norm: 17.3084 2020-08-11 12:42:05,496 - mmaction - INFO - Epoch [41][1940/2505] lr: 5.000e-05, eta: 23:13:36, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7490, top5_acc: 0.8964, loss_cls: 1.0350, loss: 1.0350, grad_norm: 17.9738 2020-08-11 12:42:42,648 - mmaction - INFO - Epoch [41][1960/2505] lr: 5.000e-05, eta: 23:12:57, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7490, top5_acc: 0.9000, loss_cls: 0.9776, loss: 0.9776, grad_norm: 17.4792 2020-08-11 12:43:19,946 - mmaction - INFO - Epoch [41][1980/2505] lr: 5.000e-05, eta: 23:12:17, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7698, top5_acc: 0.9031, loss_cls: 0.9708, loss: 0.9708, grad_norm: 16.7235 2020-08-11 12:43:57,120 - mmaction - INFO - Epoch [41][2000/2505] lr: 5.000e-05, eta: 23:11:38, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7474, top5_acc: 0.9000, loss_cls: 0.9810, loss: 0.9810, grad_norm: 17.2210 2020-08-11 12:44:34,354 - mmaction - INFO - Epoch [41][2020/2505] lr: 5.000e-05, eta: 23:10:59, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7458, top5_acc: 0.8974, loss_cls: 1.0226, loss: 1.0226, grad_norm: 18.0117 2020-08-11 12:45:11,988 - mmaction - INFO - Epoch [41][2040/2505] lr: 5.000e-05, eta: 23:10:19, time: 1.881, data_time: 0.001, memory: 8521, top1_acc: 0.7583, top5_acc: 0.8937, loss_cls: 0.9917, loss: 0.9917, grad_norm: 17.6378 2020-08-11 12:45:49,148 - mmaction - INFO - Epoch [41][2060/2505] lr: 5.000e-05, eta: 23:09:40, time: 1.859, data_time: 0.004, memory: 8521, top1_acc: 0.7687, top5_acc: 0.9057, loss_cls: 0.9302, loss: 0.9302, grad_norm: 17.0391 2020-08-11 12:46:26,228 - mmaction - INFO - Epoch [41][2080/2505] lr: 5.000e-05, eta: 23:09:01, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.7547, top5_acc: 0.9062, loss_cls: 0.9391, loss: 0.9391, grad_norm: 17.6337 2020-08-11 12:47:03,405 - mmaction - INFO - Epoch [41][2100/2505] lr: 5.000e-05, eta: 23:08:21, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7609, top5_acc: 0.8969, loss_cls: 1.0066, loss: 1.0066, grad_norm: 18.1643 2020-08-11 12:47:40,520 - mmaction - INFO - Epoch [41][2120/2505] lr: 5.000e-05, eta: 23:07:42, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7651, top5_acc: 0.9130, loss_cls: 0.9204, loss: 0.9204, grad_norm: 17.1669 2020-08-11 12:48:17,727 - mmaction - INFO - Epoch [41][2140/2505] lr: 5.000e-05, eta: 23:07:02, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7542, top5_acc: 0.9000, loss_cls: 1.0089, loss: 1.0089, grad_norm: 18.0143 2020-08-11 12:48:54,882 - mmaction - INFO - Epoch [41][2160/2505] lr: 5.000e-05, eta: 23:06:23, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7693, top5_acc: 0.9010, loss_cls: 0.9320, loss: 0.9320, grad_norm: 17.1320 2020-08-11 12:49:31,968 - mmaction - INFO - Epoch [41][2180/2505] lr: 5.000e-05, eta: 23:05:43, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.7500, top5_acc: 0.8953, loss_cls: 1.0261, loss: 1.0261, grad_norm: 18.2526 2020-08-11 12:50:09,781 - mmaction - INFO - Epoch [41][2200/2505] lr: 5.000e-05, eta: 23:05:04, time: 1.890, data_time: 0.001, memory: 8521, top1_acc: 0.7521, top5_acc: 0.8927, loss_cls: 1.0101, loss: 1.0101, grad_norm: 18.1754 2020-08-11 12:50:46,996 - mmaction - INFO - Epoch [41][2220/2505] lr: 5.000e-05, eta: 23:04:25, time: 1.861, data_time: 0.004, memory: 8521, top1_acc: 0.7380, top5_acc: 0.8885, loss_cls: 1.0693, loss: 1.0693, grad_norm: 18.3155 2020-08-11 12:51:24,222 - mmaction - INFO - Epoch [41][2240/2505] lr: 5.000e-05, eta: 23:03:45, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7510, top5_acc: 0.8932, loss_cls: 1.0200, loss: 1.0200, grad_norm: 18.2105 2020-08-11 12:52:01,551 - mmaction - INFO - Epoch [41][2260/2505] lr: 5.000e-05, eta: 23:03:06, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7578, top5_acc: 0.9068, loss_cls: 0.9535, loss: 0.9535, grad_norm: 17.1509 2020-08-11 12:52:38,808 - mmaction - INFO - Epoch [41][2280/2505] lr: 5.000e-05, eta: 23:02:27, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7526, top5_acc: 0.8927, loss_cls: 1.0081, loss: 1.0081, grad_norm: 17.5181 2020-08-11 12:53:16,083 - mmaction - INFO - Epoch [41][2300/2505] lr: 5.000e-05, eta: 23:01:47, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7609, top5_acc: 0.8969, loss_cls: 0.9639, loss: 0.9639, grad_norm: 17.6140 2020-08-11 12:53:53,369 - mmaction - INFO - Epoch [41][2320/2505] lr: 5.000e-05, eta: 23:01:08, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7536, top5_acc: 0.9026, loss_cls: 0.9634, loss: 0.9634, grad_norm: 17.8151 2020-08-11 12:54:30,698 - mmaction - INFO - Epoch [41][2340/2505] lr: 5.000e-05, eta: 23:00:29, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7604, top5_acc: 0.9078, loss_cls: 0.9521, loss: 0.9521, grad_norm: 17.8682 2020-08-11 12:55:07,896 - mmaction - INFO - Epoch [41][2360/2505] lr: 5.000e-05, eta: 22:59:49, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7677, top5_acc: 0.9010, loss_cls: 0.9465, loss: 0.9465, grad_norm: 17.5857 2020-08-11 12:55:45,068 - mmaction - INFO - Epoch [41][2380/2505] lr: 5.000e-05, eta: 22:59:10, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7333, top5_acc: 0.8865, loss_cls: 1.0666, loss: 1.0666, grad_norm: 18.6181 2020-08-11 12:56:22,274 - mmaction - INFO - Epoch [41][2400/2505] lr: 5.000e-05, eta: 22:58:30, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7615, top5_acc: 0.9125, loss_cls: 0.9677, loss: 0.9677, grad_norm: 18.2269 2020-08-11 12:56:59,484 - mmaction - INFO - Epoch [41][2420/2505] lr: 5.000e-05, eta: 22:57:51, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7542, top5_acc: 0.9057, loss_cls: 0.9812, loss: 0.9812, grad_norm: 17.3195 2020-08-11 12:57:36,775 - mmaction - INFO - Epoch [41][2440/2505] lr: 5.000e-05, eta: 22:57:12, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7682, top5_acc: 0.8984, loss_cls: 0.9918, loss: 0.9918, grad_norm: 17.6711 2020-08-11 12:58:13,953 - mmaction - INFO - Epoch [41][2460/2505] lr: 5.000e-05, eta: 22:56:32, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7839, top5_acc: 0.9120, loss_cls: 0.9140, loss: 0.9140, grad_norm: 17.2808 2020-08-11 12:58:51,071 - mmaction - INFO - Epoch [41][2480/2505] lr: 5.000e-05, eta: 22:55:53, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7609, top5_acc: 0.9026, loss_cls: 0.9609, loss: 0.9609, grad_norm: 17.8907 2020-08-11 12:59:28,377 - mmaction - INFO - Epoch [41][2500/2505] lr: 5.000e-05, eta: 22:55:14, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7510, top5_acc: 0.9094, loss_cls: 0.9920, loss: 0.9920, grad_norm: 17.7964 2020-08-11 13:01:29,462 - mmaction - INFO - Epoch [42][20/2505] lr: 5.000e-05, eta: 22:54:48, time: 5.160, data_time: 3.206, memory: 8521, top1_acc: 0.7510, top5_acc: 0.8948, loss_cls: 0.9854, loss: 0.9854, grad_norm: 17.6304 2020-08-11 13:02:07,623 - mmaction - INFO - Epoch [42][40/2505] lr: 5.000e-05, eta: 22:54:09, time: 1.908, data_time: 0.016, memory: 8521, top1_acc: 0.7594, top5_acc: 0.9021, loss_cls: 0.9854, loss: 0.9854, grad_norm: 18.0486 2020-08-11 13:02:45,335 - mmaction - INFO - Epoch [42][60/2505] lr: 5.000e-05, eta: 22:53:30, time: 1.886, data_time: 0.001, memory: 8521, top1_acc: 0.7865, top5_acc: 0.9089, loss_cls: 0.8911, loss: 0.8911, grad_norm: 16.4947 2020-08-11 13:03:22,641 - mmaction - INFO - Epoch [42][80/2505] lr: 5.000e-05, eta: 22:52:50, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7745, top5_acc: 0.9073, loss_cls: 0.9399, loss: 0.9399, grad_norm: 17.5820 2020-08-11 13:04:00,311 - mmaction - INFO - Epoch [42][100/2505] lr: 5.000e-05, eta: 22:52:11, time: 1.884, data_time: 0.001, memory: 8521, top1_acc: 0.7677, top5_acc: 0.9042, loss_cls: 0.9652, loss: 0.9652, grad_norm: 18.3537 2020-08-11 13:04:38,252 - mmaction - INFO - Epoch [42][120/2505] lr: 5.000e-05, eta: 22:51:32, time: 1.898, data_time: 0.001, memory: 8521, top1_acc: 0.7594, top5_acc: 0.9047, loss_cls: 0.9312, loss: 0.9312, grad_norm: 17.8474 2020-08-11 13:05:16,043 - mmaction - INFO - Epoch [42][140/2505] lr: 5.000e-05, eta: 22:50:53, time: 1.889, data_time: 0.000, memory: 8521, top1_acc: 0.7667, top5_acc: 0.8937, loss_cls: 0.9829, loss: 0.9829, grad_norm: 18.2634 2020-08-11 13:05:53,806 - mmaction - INFO - Epoch [42][160/2505] lr: 5.000e-05, eta: 22:50:14, time: 1.888, data_time: 0.004, memory: 8521, top1_acc: 0.7578, top5_acc: 0.9036, loss_cls: 0.9739, loss: 0.9739, grad_norm: 18.0474 2020-08-11 13:06:31,249 - mmaction - INFO - Epoch [42][180/2505] lr: 5.000e-05, eta: 22:49:34, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.7396, top5_acc: 0.9021, loss_cls: 1.0276, loss: 1.0276, grad_norm: 18.4721 2020-08-11 13:07:09,031 - mmaction - INFO - Epoch [42][200/2505] lr: 5.000e-05, eta: 22:48:55, time: 1.889, data_time: 0.001, memory: 8521, top1_acc: 0.7604, top5_acc: 0.9141, loss_cls: 0.9283, loss: 0.9283, grad_norm: 17.0287 2020-08-11 13:07:46,420 - mmaction - INFO - Epoch [42][220/2505] lr: 5.000e-05, eta: 22:48:16, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7766, top5_acc: 0.9099, loss_cls: 0.9134, loss: 0.9134, grad_norm: 17.2619 2020-08-11 13:08:23,826 - mmaction - INFO - Epoch [42][240/2505] lr: 5.000e-05, eta: 22:47:37, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7469, top5_acc: 0.8958, loss_cls: 0.9817, loss: 0.9817, grad_norm: 17.8516 2020-08-11 13:09:01,264 - mmaction - INFO - Epoch [42][260/2505] lr: 5.000e-05, eta: 22:46:57, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.7484, top5_acc: 0.8943, loss_cls: 1.0031, loss: 1.0031, grad_norm: 18.2039 2020-08-11 13:09:38,666 - mmaction - INFO - Epoch [42][280/2505] lr: 5.000e-05, eta: 22:46:18, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7542, top5_acc: 0.9036, loss_cls: 0.9838, loss: 0.9838, grad_norm: 17.6832 2020-08-11 13:10:16,031 - mmaction - INFO - Epoch [42][300/2505] lr: 5.000e-05, eta: 22:45:39, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7521, top5_acc: 0.8891, loss_cls: 1.0374, loss: 1.0374, grad_norm: 18.1046 2020-08-11 13:10:53,454 - mmaction - INFO - Epoch [42][320/2505] lr: 5.000e-05, eta: 22:44:59, time: 1.871, data_time: 0.003, memory: 8521, top1_acc: 0.7484, top5_acc: 0.8948, loss_cls: 1.0399, loss: 1.0399, grad_norm: 18.1750 2020-08-11 13:11:30,652 - mmaction - INFO - Epoch [42][340/2505] lr: 5.000e-05, eta: 22:44:20, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7635, top5_acc: 0.9115, loss_cls: 0.9448, loss: 0.9448, grad_norm: 17.5234 2020-08-11 13:12:07,929 - mmaction - INFO - Epoch [42][360/2505] lr: 5.000e-05, eta: 22:43:41, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7401, top5_acc: 0.8979, loss_cls: 1.0154, loss: 1.0154, grad_norm: 18.1951 2020-08-11 13:12:45,219 - mmaction - INFO - Epoch [42][380/2505] lr: 5.000e-05, eta: 22:43:01, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7479, top5_acc: 0.8891, loss_cls: 1.0440, loss: 1.0440, grad_norm: 17.9918 2020-08-11 13:13:22,459 - mmaction - INFO - Epoch [42][400/2505] lr: 5.000e-05, eta: 22:42:22, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7698, top5_acc: 0.9000, loss_cls: 0.9637, loss: 0.9637, grad_norm: 17.2412 2020-08-11 13:13:59,559 - mmaction - INFO - Epoch [42][420/2505] lr: 5.000e-05, eta: 22:41:42, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7464, top5_acc: 0.8958, loss_cls: 1.0053, loss: 1.0053, grad_norm: 18.0784 2020-08-11 13:14:36,972 - mmaction - INFO - Epoch [42][440/2505] lr: 5.000e-05, eta: 22:41:03, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.7490, top5_acc: 0.8995, loss_cls: 1.0393, loss: 1.0393, grad_norm: 18.4344 2020-08-11 13:15:14,483 - mmaction - INFO - Epoch [42][460/2505] lr: 5.000e-05, eta: 22:40:24, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.7786, top5_acc: 0.9104, loss_cls: 0.9117, loss: 0.9117, grad_norm: 16.5291 2020-08-11 13:15:51,832 - mmaction - INFO - Epoch [42][480/2505] lr: 5.000e-05, eta: 22:39:45, time: 1.867, data_time: 0.002, memory: 8521, top1_acc: 0.7719, top5_acc: 0.8990, loss_cls: 0.9638, loss: 0.9638, grad_norm: 18.3716 2020-08-11 13:16:29,094 - mmaction - INFO - Epoch [42][500/2505] lr: 5.000e-05, eta: 22:39:05, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7547, top5_acc: 0.9000, loss_cls: 0.9848, loss: 0.9848, grad_norm: 17.9219 2020-08-11 13:17:06,427 - mmaction - INFO - Epoch [42][520/2505] lr: 5.000e-05, eta: 22:38:26, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7688, top5_acc: 0.8948, loss_cls: 0.9736, loss: 0.9736, grad_norm: 17.4819 2020-08-11 13:17:44,004 - mmaction - INFO - Epoch [42][540/2505] lr: 5.000e-05, eta: 22:37:47, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.7724, top5_acc: 0.9094, loss_cls: 0.9356, loss: 0.9356, grad_norm: 17.2671 2020-08-11 13:18:21,200 - mmaction - INFO - Epoch [42][560/2505] lr: 5.000e-05, eta: 22:37:07, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7583, top5_acc: 0.9036, loss_cls: 0.9809, loss: 0.9809, grad_norm: 17.5048 2020-08-11 13:18:58,478 - mmaction - INFO - Epoch [42][580/2505] lr: 5.000e-05, eta: 22:36:28, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7604, top5_acc: 0.9047, loss_cls: 0.9592, loss: 0.9592, grad_norm: 17.6175 2020-08-11 13:19:35,812 - mmaction - INFO - Epoch [42][600/2505] lr: 5.000e-05, eta: 22:35:49, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7490, top5_acc: 0.9052, loss_cls: 0.9956, loss: 0.9956, grad_norm: 18.3751 2020-08-11 13:20:13,740 - mmaction - INFO - Epoch [42][620/2505] lr: 5.000e-05, eta: 22:35:09, time: 1.896, data_time: 0.001, memory: 8521, top1_acc: 0.7661, top5_acc: 0.9000, loss_cls: 0.9676, loss: 0.9676, grad_norm: 17.1681 2020-08-11 13:20:50,995 - mmaction - INFO - Epoch [42][640/2505] lr: 5.000e-05, eta: 22:34:30, time: 1.863, data_time: 0.004, memory: 8521, top1_acc: 0.7495, top5_acc: 0.8974, loss_cls: 1.0018, loss: 1.0018, grad_norm: 17.1132 2020-08-11 13:21:28,174 - mmaction - INFO - Epoch [42][660/2505] lr: 5.000e-05, eta: 22:33:51, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7578, top5_acc: 0.9057, loss_cls: 0.9316, loss: 0.9316, grad_norm: 18.0376 2020-08-11 13:22:05,417 - mmaction - INFO - Epoch [42][680/2505] lr: 5.000e-05, eta: 22:33:11, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7453, top5_acc: 0.8922, loss_cls: 1.0244, loss: 1.0244, grad_norm: 18.4887 2020-08-11 13:22:42,730 - mmaction - INFO - Epoch [42][700/2505] lr: 5.000e-05, eta: 22:32:32, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7604, top5_acc: 0.9016, loss_cls: 0.9973, loss: 0.9973, grad_norm: 17.9731 2020-08-11 13:23:19,906 - mmaction - INFO - Epoch [42][720/2505] lr: 5.000e-05, eta: 22:31:53, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7625, top5_acc: 0.9042, loss_cls: 0.9478, loss: 0.9478, grad_norm: 17.1481 2020-08-11 13:23:57,100 - mmaction - INFO - Epoch [42][740/2505] lr: 5.000e-05, eta: 22:31:13, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7760, top5_acc: 0.9036, loss_cls: 0.9024, loss: 0.9024, grad_norm: 16.6941 2020-08-11 13:24:34,473 - mmaction - INFO - Epoch [42][760/2505] lr: 5.000e-05, eta: 22:30:34, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.7781, top5_acc: 0.9016, loss_cls: 0.9511, loss: 0.9511, grad_norm: 17.4854 2020-08-11 13:25:12,258 - mmaction - INFO - Epoch [42][780/2505] lr: 5.000e-05, eta: 22:29:55, time: 1.889, data_time: 0.001, memory: 8521, top1_acc: 0.7589, top5_acc: 0.9109, loss_cls: 0.9410, loss: 0.9410, grad_norm: 18.1839 2020-08-11 13:25:49,395 - mmaction - INFO - Epoch [42][800/2505] lr: 5.000e-05, eta: 22:29:15, time: 1.857, data_time: 0.002, memory: 8521, top1_acc: 0.7490, top5_acc: 0.8943, loss_cls: 1.0322, loss: 1.0322, grad_norm: 18.2357 2020-08-11 13:26:26,513 - mmaction - INFO - Epoch [42][820/2505] lr: 5.000e-05, eta: 22:28:36, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7552, top5_acc: 0.9057, loss_cls: 0.9881, loss: 0.9881, grad_norm: 18.3653 2020-08-11 13:27:03,604 - mmaction - INFO - Epoch [42][840/2505] lr: 5.000e-05, eta: 22:27:57, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.7469, top5_acc: 0.8937, loss_cls: 1.0105, loss: 1.0105, grad_norm: 17.6213 2020-08-11 13:27:40,751 - mmaction - INFO - Epoch [42][860/2505] lr: 5.000e-05, eta: 22:27:17, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7510, top5_acc: 0.8953, loss_cls: 1.0218, loss: 1.0218, grad_norm: 17.6223 2020-08-11 13:28:17,952 - mmaction - INFO - Epoch [42][880/2505] lr: 5.000e-05, eta: 22:26:38, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7620, top5_acc: 0.8984, loss_cls: 0.9708, loss: 0.9708, grad_norm: 17.6596 2020-08-11 13:28:55,154 - mmaction - INFO - Epoch [42][900/2505] lr: 5.000e-05, eta: 22:25:58, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7542, top5_acc: 0.9042, loss_cls: 0.9658, loss: 0.9658, grad_norm: 17.6416 2020-08-11 13:29:32,319 - mmaction - INFO - Epoch [42][920/2505] lr: 5.000e-05, eta: 22:25:19, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7547, top5_acc: 0.8896, loss_cls: 1.0021, loss: 1.0021, grad_norm: 17.4124 2020-08-11 13:30:09,590 - mmaction - INFO - Epoch [42][940/2505] lr: 5.000e-05, eta: 22:24:40, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7578, top5_acc: 0.9026, loss_cls: 0.9876, loss: 0.9876, grad_norm: 17.9648 2020-08-11 13:30:46,812 - mmaction - INFO - Epoch [42][960/2505] lr: 5.000e-05, eta: 22:24:00, time: 1.861, data_time: 0.003, memory: 8521, top1_acc: 0.7578, top5_acc: 0.8911, loss_cls: 1.0009, loss: 1.0009, grad_norm: 17.3531 2020-08-11 13:31:23,940 - mmaction - INFO - Epoch [42][980/2505] lr: 5.000e-05, eta: 22:23:21, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7667, top5_acc: 0.9016, loss_cls: 0.9749, loss: 0.9749, grad_norm: 17.2988 2020-08-11 13:32:01,075 - mmaction - INFO - Epoch [42][1000/2505] lr: 5.000e-05, eta: 22:22:42, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7641, top5_acc: 0.8969, loss_cls: 0.9834, loss: 0.9834, grad_norm: 17.1517 2020-08-11 13:32:38,263 - mmaction - INFO - Epoch [42][1020/2505] lr: 5.000e-05, eta: 22:22:02, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7635, top5_acc: 0.9042, loss_cls: 0.9544, loss: 0.9544, grad_norm: 17.6002 2020-08-11 13:33:15,504 - mmaction - INFO - Epoch [42][1040/2505] lr: 5.000e-05, eta: 22:21:23, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7505, top5_acc: 0.8911, loss_cls: 1.0101, loss: 1.0101, grad_norm: 18.8097 2020-08-11 13:33:52,607 - mmaction - INFO - Epoch [42][1060/2505] lr: 5.000e-05, eta: 22:20:43, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7698, top5_acc: 0.9052, loss_cls: 0.9603, loss: 0.9603, grad_norm: 17.6252 2020-08-11 13:34:29,763 - mmaction - INFO - Epoch [42][1080/2505] lr: 5.000e-05, eta: 22:20:04, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7865, top5_acc: 0.9141, loss_cls: 0.8711, loss: 0.8711, grad_norm: 17.4806 2020-08-11 13:35:07,059 - mmaction - INFO - Epoch [42][1100/2505] lr: 5.000e-05, eta: 22:19:25, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7417, top5_acc: 0.8964, loss_cls: 1.0099, loss: 1.0099, grad_norm: 19.7245 2020-08-11 13:35:44,328 - mmaction - INFO - Epoch [42][1120/2505] lr: 5.000e-05, eta: 22:18:45, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7516, top5_acc: 0.8922, loss_cls: 1.0177, loss: 1.0177, grad_norm: 18.1622 2020-08-11 13:36:21,482 - mmaction - INFO - Epoch [42][1140/2505] lr: 5.000e-05, eta: 22:18:06, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7594, top5_acc: 0.8958, loss_cls: 0.9851, loss: 0.9851, grad_norm: 17.7504 2020-08-11 13:36:58,603 - mmaction - INFO - Epoch [42][1160/2505] lr: 5.000e-05, eta: 22:17:27, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7594, top5_acc: 0.8995, loss_cls: 0.9917, loss: 0.9917, grad_norm: 17.8568 2020-08-11 13:37:35,750 - mmaction - INFO - Epoch [42][1180/2505] lr: 5.000e-05, eta: 22:16:47, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7495, top5_acc: 0.8990, loss_cls: 1.0022, loss: 1.0022, grad_norm: 17.9617 2020-08-11 13:38:12,923 - mmaction - INFO - Epoch [42][1200/2505] lr: 5.000e-05, eta: 22:16:08, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7563, top5_acc: 0.9016, loss_cls: 0.9928, loss: 0.9928, grad_norm: 17.7140 2020-08-11 13:38:50,163 - mmaction - INFO - Epoch [42][1220/2505] lr: 5.000e-05, eta: 22:15:29, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7646, top5_acc: 0.9141, loss_cls: 0.8998, loss: 0.8998, grad_norm: 17.4855 2020-08-11 13:39:27,766 - mmaction - INFO - Epoch [42][1240/2505] lr: 5.000e-05, eta: 22:14:49, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.7490, top5_acc: 0.8990, loss_cls: 0.9767, loss: 0.9767, grad_norm: 17.9997 2020-08-11 13:40:04,959 - mmaction - INFO - Epoch [42][1260/2505] lr: 5.000e-05, eta: 22:14:10, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7328, top5_acc: 0.8865, loss_cls: 1.1058, loss: 1.1058, grad_norm: 19.0968 2020-08-11 13:40:42,240 - mmaction - INFO - Epoch [42][1280/2505] lr: 5.000e-05, eta: 22:13:31, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7453, top5_acc: 0.8917, loss_cls: 1.0368, loss: 1.0368, grad_norm: 17.8849 2020-08-11 13:41:19,428 - mmaction - INFO - Epoch [42][1300/2505] lr: 5.000e-05, eta: 22:12:51, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7521, top5_acc: 0.8917, loss_cls: 1.0294, loss: 1.0294, grad_norm: 17.5424 2020-08-11 13:41:56,508 - mmaction - INFO - Epoch [42][1320/2505] lr: 5.000e-05, eta: 22:12:12, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.7604, top5_acc: 0.9042, loss_cls: 0.9492, loss: 0.9492, grad_norm: 17.6052 2020-08-11 13:42:33,672 - mmaction - INFO - Epoch [42][1340/2505] lr: 5.000e-05, eta: 22:11:33, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7609, top5_acc: 0.9047, loss_cls: 0.9597, loss: 0.9597, grad_norm: 17.7843 2020-08-11 13:43:10,791 - mmaction - INFO - Epoch [42][1360/2505] lr: 5.000e-05, eta: 22:10:53, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7531, top5_acc: 0.8948, loss_cls: 0.9752, loss: 0.9752, grad_norm: 17.3296 2020-08-11 13:43:47,982 - mmaction - INFO - Epoch [42][1380/2505] lr: 5.000e-05, eta: 22:10:14, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7604, top5_acc: 0.9036, loss_cls: 0.9385, loss: 0.9385, grad_norm: 17.6095 2020-08-11 13:44:25,138 - mmaction - INFO - Epoch [42][1400/2505] lr: 5.000e-05, eta: 22:09:34, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7651, top5_acc: 0.9057, loss_cls: 0.9594, loss: 0.9594, grad_norm: 17.7411 2020-08-11 13:45:02,280 - mmaction - INFO - Epoch [42][1420/2505] lr: 5.000e-05, eta: 22:08:55, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7479, top5_acc: 0.8938, loss_cls: 1.0126, loss: 1.0126, grad_norm: 18.7292 2020-08-11 13:45:39,474 - mmaction - INFO - Epoch [42][1440/2505] lr: 5.000e-05, eta: 22:08:16, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7703, top5_acc: 0.9042, loss_cls: 0.9285, loss: 0.9285, grad_norm: 17.7725 2020-08-11 13:46:16,633 - mmaction - INFO - Epoch [42][1460/2505] lr: 5.000e-05, eta: 22:07:36, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7531, top5_acc: 0.9026, loss_cls: 1.0186, loss: 1.0186, grad_norm: 17.9553 2020-08-11 13:46:53,741 - mmaction - INFO - Epoch [42][1480/2505] lr: 5.000e-05, eta: 22:06:57, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7672, top5_acc: 0.9021, loss_cls: 0.9989, loss: 0.9989, grad_norm: 18.1293 2020-08-11 13:47:30,913 - mmaction - INFO - Epoch [42][1500/2505] lr: 5.000e-05, eta: 22:06:18, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7562, top5_acc: 0.8948, loss_cls: 0.9944, loss: 0.9944, grad_norm: 17.2962 2020-08-11 13:48:08,010 - mmaction - INFO - Epoch [42][1520/2505] lr: 5.000e-05, eta: 22:05:38, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7620, top5_acc: 0.9000, loss_cls: 0.9855, loss: 0.9855, grad_norm: 17.0941 2020-08-11 13:48:45,130 - mmaction - INFO - Epoch [42][1540/2505] lr: 5.000e-05, eta: 22:04:59, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7599, top5_acc: 0.9073, loss_cls: 0.9658, loss: 0.9658, grad_norm: 16.8605 2020-08-11 13:49:22,268 - mmaction - INFO - Epoch [42][1560/2505] lr: 5.000e-05, eta: 22:04:19, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7615, top5_acc: 0.9036, loss_cls: 0.9564, loss: 0.9564, grad_norm: 17.4290 2020-08-11 13:49:59,436 - mmaction - INFO - Epoch [42][1580/2505] lr: 5.000e-05, eta: 22:03:40, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7609, top5_acc: 0.9057, loss_cls: 0.9827, loss: 0.9827, grad_norm: 17.7829 2020-08-11 13:50:36,544 - mmaction - INFO - Epoch [42][1600/2505] lr: 5.000e-05, eta: 22:03:01, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7557, top5_acc: 0.8938, loss_cls: 1.0206, loss: 1.0206, grad_norm: 17.7205 2020-08-11 13:51:13,735 - mmaction - INFO - Epoch [42][1620/2505] lr: 5.000e-05, eta: 22:02:21, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7771, top5_acc: 0.9094, loss_cls: 0.9224, loss: 0.9224, grad_norm: 16.8512 2020-08-11 13:51:50,951 - mmaction - INFO - Epoch [42][1640/2505] lr: 5.000e-05, eta: 22:01:42, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7526, top5_acc: 0.8969, loss_cls: 1.0056, loss: 1.0056, grad_norm: 17.5332 2020-08-11 13:52:28,074 - mmaction - INFO - Epoch [42][1660/2505] lr: 5.000e-05, eta: 22:01:03, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7578, top5_acc: 0.9130, loss_cls: 0.9823, loss: 0.9823, grad_norm: 17.7757 2020-08-11 13:53:05,278 - mmaction - INFO - Epoch [42][1680/2505] lr: 5.000e-05, eta: 22:00:23, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7625, top5_acc: 0.8979, loss_cls: 0.9944, loss: 0.9944, grad_norm: 18.1227 2020-08-11 13:53:42,511 - mmaction - INFO - Epoch [42][1700/2505] lr: 5.000e-05, eta: 21:59:44, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7797, top5_acc: 0.9146, loss_cls: 0.9190, loss: 0.9190, grad_norm: 17.8476 2020-08-11 13:54:19,607 - mmaction - INFO - Epoch [42][1720/2505] lr: 5.000e-05, eta: 21:59:05, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7641, top5_acc: 0.9104, loss_cls: 0.9447, loss: 0.9447, grad_norm: 17.5565 2020-08-11 13:54:56,695 - mmaction - INFO - Epoch [42][1740/2505] lr: 5.000e-05, eta: 21:58:25, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.7776, top5_acc: 0.9260, loss_cls: 0.8686, loss: 0.8686, grad_norm: 17.3760 2020-08-11 13:55:33,880 - mmaction - INFO - Epoch [42][1760/2505] lr: 5.000e-05, eta: 21:57:46, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7630, top5_acc: 0.9000, loss_cls: 0.9777, loss: 0.9777, grad_norm: 17.9251 2020-08-11 13:56:10,964 - mmaction - INFO - Epoch [42][1780/2505] lr: 5.000e-05, eta: 21:57:07, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.7651, top5_acc: 0.9187, loss_cls: 0.9044, loss: 0.9044, grad_norm: 17.8707 2020-08-11 13:57:44,552 - mmaction - INFO - Epoch [42][1800/2505] lr: 5.000e-05, eta: 21:56:49, time: 4.679, data_time: 0.001, memory: 8521, top1_acc: 0.7641, top5_acc: 0.9063, loss_cls: 0.9656, loss: 0.9656, grad_norm: 17.4847 2020-08-11 13:58:21,883 - mmaction - INFO - Epoch [42][1820/2505] lr: 5.000e-05, eta: 21:56:10, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7583, top5_acc: 0.9052, loss_cls: 0.9778, loss: 0.9778, grad_norm: 17.5078 2020-08-11 13:58:58,958 - mmaction - INFO - Epoch [42][1840/2505] lr: 5.000e-05, eta: 21:55:31, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.7531, top5_acc: 0.8974, loss_cls: 0.9927, loss: 0.9927, grad_norm: 17.8283 2020-08-11 13:59:36,031 - mmaction - INFO - Epoch [42][1860/2505] lr: 5.000e-05, eta: 21:54:51, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.7547, top5_acc: 0.8958, loss_cls: 1.0272, loss: 1.0272, grad_norm: 18.3148 2020-08-11 14:00:16,400 - mmaction - INFO - Epoch [42][1880/2505] lr: 5.000e-05, eta: 21:54:13, time: 2.015, data_time: 0.004, memory: 8521, top1_acc: 0.7432, top5_acc: 0.9005, loss_cls: 0.9869, loss: 0.9869, grad_norm: 17.7236 2020-08-11 14:00:53,819 - mmaction - INFO - Epoch [42][1900/2505] lr: 5.000e-05, eta: 21:53:34, time: 1.874, data_time: 0.018, memory: 8521, top1_acc: 0.7562, top5_acc: 0.8953, loss_cls: 1.0400, loss: 1.0400, grad_norm: 18.5005 2020-08-11 14:01:31,002 - mmaction - INFO - Epoch [42][1920/2505] lr: 5.000e-05, eta: 21:52:54, time: 1.860, data_time: 0.002, memory: 8521, top1_acc: 0.7641, top5_acc: 0.9026, loss_cls: 0.9675, loss: 0.9675, grad_norm: 17.3089 2020-08-11 14:02:08,144 - mmaction - INFO - Epoch [42][1940/2505] lr: 5.000e-05, eta: 21:52:15, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7490, top5_acc: 0.8943, loss_cls: 1.0272, loss: 1.0272, grad_norm: 17.5051 2020-08-11 14:02:45,394 - mmaction - INFO - Epoch [42][1960/2505] lr: 5.000e-05, eta: 21:51:36, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7583, top5_acc: 0.8938, loss_cls: 1.0013, loss: 1.0013, grad_norm: 18.6038 2020-08-11 14:03:22,497 - mmaction - INFO - Epoch [42][1980/2505] lr: 5.000e-05, eta: 21:50:56, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7406, top5_acc: 0.8812, loss_cls: 1.0786, loss: 1.0786, grad_norm: 18.4173 2020-08-11 14:03:59,686 - mmaction - INFO - Epoch [42][2000/2505] lr: 5.000e-05, eta: 21:50:17, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7781, top5_acc: 0.9089, loss_cls: 0.9479, loss: 0.9479, grad_norm: 17.3503 2020-08-11 14:04:36,788 - mmaction - INFO - Epoch [42][2020/2505] lr: 5.000e-05, eta: 21:49:38, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7589, top5_acc: 0.9042, loss_cls: 0.9764, loss: 0.9764, grad_norm: 17.7106 2020-08-11 14:05:14,100 - mmaction - INFO - Epoch [42][2040/2505] lr: 5.000e-05, eta: 21:48:58, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7714, top5_acc: 0.9089, loss_cls: 0.9349, loss: 0.9349, grad_norm: 17.0724 2020-08-11 14:05:51,426 - mmaction - INFO - Epoch [42][2060/2505] lr: 5.000e-05, eta: 21:48:19, time: 1.867, data_time: 0.006, memory: 8521, top1_acc: 0.7542, top5_acc: 0.9036, loss_cls: 0.9664, loss: 0.9664, grad_norm: 18.3796 2020-08-11 14:06:28,637 - mmaction - INFO - Epoch [42][2080/2505] lr: 5.000e-05, eta: 21:47:40, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7536, top5_acc: 0.8938, loss_cls: 1.0157, loss: 1.0157, grad_norm: 18.4566 2020-08-11 14:07:05,801 - mmaction - INFO - Epoch [42][2100/2505] lr: 5.000e-05, eta: 21:47:00, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7641, top5_acc: 0.9010, loss_cls: 0.9426, loss: 0.9426, grad_norm: 17.3347 2020-08-11 14:07:42,923 - mmaction - INFO - Epoch [42][2120/2505] lr: 5.000e-05, eta: 21:46:21, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7547, top5_acc: 0.8974, loss_cls: 1.0153, loss: 1.0153, grad_norm: 18.4503 2020-08-11 14:08:20,217 - mmaction - INFO - Epoch [42][2140/2505] lr: 5.000e-05, eta: 21:45:42, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7490, top5_acc: 0.8958, loss_cls: 1.0126, loss: 1.0126, grad_norm: 19.2085 2020-08-11 14:08:57,332 - mmaction - INFO - Epoch [42][2160/2505] lr: 5.000e-05, eta: 21:45:02, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7620, top5_acc: 0.8995, loss_cls: 0.9747, loss: 0.9747, grad_norm: 17.2979 2020-08-11 14:09:34,509 - mmaction - INFO - Epoch [42][2180/2505] lr: 5.000e-05, eta: 21:44:23, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7552, top5_acc: 0.9099, loss_cls: 0.9480, loss: 0.9480, grad_norm: 17.5330 2020-08-11 14:10:11,620 - mmaction - INFO - Epoch [42][2200/2505] lr: 5.000e-05, eta: 21:43:44, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7563, top5_acc: 0.9073, loss_cls: 0.9528, loss: 0.9528, grad_norm: 18.6332 2020-08-11 14:10:48,775 - mmaction - INFO - Epoch [42][2220/2505] lr: 5.000e-05, eta: 21:43:04, time: 1.857, data_time: 0.002, memory: 8521, top1_acc: 0.7563, top5_acc: 0.9031, loss_cls: 0.9870, loss: 0.9870, grad_norm: 18.0161 2020-08-11 14:11:25,888 - mmaction - INFO - Epoch [42][2240/2505] lr: 5.000e-05, eta: 21:42:25, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7469, top5_acc: 0.9010, loss_cls: 1.0327, loss: 1.0327, grad_norm: 18.1637 2020-08-11 14:12:03,042 - mmaction - INFO - Epoch [42][2260/2505] lr: 5.000e-05, eta: 21:41:46, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7812, top5_acc: 0.9156, loss_cls: 0.9073, loss: 0.9073, grad_norm: 17.0226 2020-08-11 14:12:40,188 - mmaction - INFO - Epoch [42][2280/2505] lr: 5.000e-05, eta: 21:41:06, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7615, top5_acc: 0.8937, loss_cls: 0.9851, loss: 0.9851, grad_norm: 17.5382 2020-08-11 14:13:17,399 - mmaction - INFO - Epoch [42][2300/2505] lr: 5.000e-05, eta: 21:40:27, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7583, top5_acc: 0.9057, loss_cls: 0.9744, loss: 0.9744, grad_norm: 17.5335 2020-08-11 14:13:54,503 - mmaction - INFO - Epoch [42][2320/2505] lr: 5.000e-05, eta: 21:39:48, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7490, top5_acc: 0.9026, loss_cls: 1.0107, loss: 1.0107, grad_norm: 17.8458 2020-08-11 14:14:31,599 - mmaction - INFO - Epoch [42][2340/2505] lr: 5.000e-05, eta: 21:39:08, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7865, top5_acc: 0.9089, loss_cls: 0.9018, loss: 0.9018, grad_norm: 16.7378 2020-08-11 14:15:08,762 - mmaction - INFO - Epoch [42][2360/2505] lr: 5.000e-05, eta: 21:38:29, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7562, top5_acc: 0.9005, loss_cls: 0.9899, loss: 0.9899, grad_norm: 18.3941 2020-08-11 14:15:46,043 - mmaction - INFO - Epoch [42][2380/2505] lr: 5.000e-05, eta: 21:37:50, time: 1.864, data_time: 0.002, memory: 8521, top1_acc: 0.7714, top5_acc: 0.9021, loss_cls: 0.9481, loss: 0.9481, grad_norm: 17.3227 2020-08-11 14:16:23,154 - mmaction - INFO - Epoch [42][2400/2505] lr: 5.000e-05, eta: 21:37:10, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7479, top5_acc: 0.8984, loss_cls: 1.0162, loss: 1.0162, grad_norm: 18.3277 2020-08-11 14:17:00,351 - mmaction - INFO - Epoch [42][2420/2505] lr: 5.000e-05, eta: 21:36:31, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7573, top5_acc: 0.8938, loss_cls: 1.0018, loss: 1.0018, grad_norm: 18.2773 2020-08-11 14:17:37,626 - mmaction - INFO - Epoch [42][2440/2505] lr: 5.000e-05, eta: 21:35:52, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7578, top5_acc: 0.8995, loss_cls: 0.9707, loss: 0.9707, grad_norm: 18.0152 2020-08-11 14:18:14,857 - mmaction - INFO - Epoch [42][2460/2505] lr: 5.000e-05, eta: 21:35:12, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7500, top5_acc: 0.8990, loss_cls: 1.0179, loss: 1.0179, grad_norm: 18.5272 2020-08-11 14:18:52,013 - mmaction - INFO - Epoch [42][2480/2505] lr: 5.000e-05, eta: 21:34:33, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7813, top5_acc: 0.9094, loss_cls: 0.8931, loss: 0.8931, grad_norm: 17.6706 2020-08-11 14:19:29,211 - mmaction - INFO - Epoch [42][2500/2505] lr: 5.000e-05, eta: 21:33:54, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7557, top5_acc: 0.9000, loss_cls: 0.9759, loss: 0.9759, grad_norm: 18.2929 2020-08-11 14:19:47,696 - mmaction - INFO - Saving checkpoint at 42 epochs 2020-08-11 14:21:41,681 - mmaction - INFO - Epoch [43][20/2505] lr: 5.000e-05, eta: 21:33:29, time: 5.601, data_time: 3.658, memory: 8521, top1_acc: 0.7651, top5_acc: 0.9052, loss_cls: 0.9458, loss: 0.9458, grad_norm: 18.5417 2020-08-11 14:22:19,554 - mmaction - INFO - Epoch [43][40/2505] lr: 5.000e-05, eta: 21:32:50, time: 1.894, data_time: 0.007, memory: 8521, top1_acc: 0.7854, top5_acc: 0.9151, loss_cls: 0.9030, loss: 0.9030, grad_norm: 17.4943 2020-08-11 14:22:57,480 - mmaction - INFO - Epoch [43][60/2505] lr: 5.000e-05, eta: 21:32:11, time: 1.896, data_time: 0.001, memory: 8521, top1_acc: 0.7438, top5_acc: 0.8922, loss_cls: 1.0306, loss: 1.0306, grad_norm: 17.9041 2020-08-11 14:23:35,353 - mmaction - INFO - Epoch [43][80/2505] lr: 5.000e-05, eta: 21:31:32, time: 1.894, data_time: 0.001, memory: 8521, top1_acc: 0.7714, top5_acc: 0.9078, loss_cls: 0.9433, loss: 0.9433, grad_norm: 17.1757 2020-08-11 14:24:13,060 - mmaction - INFO - Epoch [43][100/2505] lr: 5.000e-05, eta: 21:30:53, time: 1.885, data_time: 0.001, memory: 8521, top1_acc: 0.7599, top5_acc: 0.8948, loss_cls: 0.9998, loss: 0.9998, grad_norm: 17.7136 2020-08-11 14:24:50,917 - mmaction - INFO - Epoch [43][120/2505] lr: 5.000e-05, eta: 21:30:14, time: 1.893, data_time: 0.001, memory: 8521, top1_acc: 0.7521, top5_acc: 0.8932, loss_cls: 1.0272, loss: 1.0272, grad_norm: 18.3519 2020-08-11 14:25:28,880 - mmaction - INFO - Epoch [43][140/2505] lr: 5.000e-05, eta: 21:29:35, time: 1.898, data_time: 0.001, memory: 8521, top1_acc: 0.7609, top5_acc: 0.9047, loss_cls: 0.9427, loss: 0.9427, grad_norm: 17.6366 2020-08-11 14:26:06,605 - mmaction - INFO - Epoch [43][160/2505] lr: 5.000e-05, eta: 21:28:56, time: 1.887, data_time: 0.001, memory: 8521, top1_acc: 0.7651, top5_acc: 0.8896, loss_cls: 1.0064, loss: 1.0064, grad_norm: 17.5986 2020-08-11 14:26:44,494 - mmaction - INFO - Epoch [43][180/2505] lr: 5.000e-05, eta: 21:28:17, time: 1.894, data_time: 0.000, memory: 8521, top1_acc: 0.7562, top5_acc: 0.8917, loss_cls: 1.0151, loss: 1.0151, grad_norm: 18.2235 2020-08-11 14:27:22,363 - mmaction - INFO - Epoch [43][200/2505] lr: 5.000e-05, eta: 21:27:38, time: 1.894, data_time: 0.001, memory: 8521, top1_acc: 0.7651, top5_acc: 0.8859, loss_cls: 0.9983, loss: 0.9983, grad_norm: 17.8616 2020-08-11 14:28:00,192 - mmaction - INFO - Epoch [43][220/2505] lr: 5.000e-05, eta: 21:26:59, time: 1.891, data_time: 0.001, memory: 8521, top1_acc: 0.7568, top5_acc: 0.8943, loss_cls: 1.0113, loss: 1.0113, grad_norm: 17.3140 2020-08-11 14:28:37,989 - mmaction - INFO - Epoch [43][240/2505] lr: 5.000e-05, eta: 21:26:19, time: 1.890, data_time: 0.001, memory: 8521, top1_acc: 0.7531, top5_acc: 0.9078, loss_cls: 0.9495, loss: 0.9495, grad_norm: 18.0784 2020-08-11 14:29:15,585 - mmaction - INFO - Epoch [43][260/2505] lr: 5.000e-05, eta: 21:25:40, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.7526, top5_acc: 0.9063, loss_cls: 0.9815, loss: 0.9815, grad_norm: 17.8616 2020-08-11 14:29:53,190 - mmaction - INFO - Epoch [43][280/2505] lr: 5.000e-05, eta: 21:25:01, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.7547, top5_acc: 0.9021, loss_cls: 0.9389, loss: 0.9389, grad_norm: 18.3652 2020-08-11 14:30:30,930 - mmaction - INFO - Epoch [43][300/2505] lr: 5.000e-05, eta: 21:24:22, time: 1.887, data_time: 0.001, memory: 8521, top1_acc: 0.7391, top5_acc: 0.8990, loss_cls: 1.0076, loss: 1.0076, grad_norm: 18.8280 2020-08-11 14:31:08,921 - mmaction - INFO - Epoch [43][320/2505] lr: 5.000e-05, eta: 21:23:43, time: 1.900, data_time: 0.001, memory: 8521, top1_acc: 0.7531, top5_acc: 0.8948, loss_cls: 0.9937, loss: 0.9937, grad_norm: 17.8760 2020-08-11 14:31:46,389 - mmaction - INFO - Epoch [43][340/2505] lr: 5.000e-05, eta: 21:23:04, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.7521, top5_acc: 0.8953, loss_cls: 1.0202, loss: 1.0202, grad_norm: 18.3191 2020-08-11 14:32:24,010 - mmaction - INFO - Epoch [43][360/2505] lr: 5.000e-05, eta: 21:22:25, time: 1.881, data_time: 0.001, memory: 8521, top1_acc: 0.7500, top5_acc: 0.8969, loss_cls: 1.0232, loss: 1.0232, grad_norm: 18.6902 2020-08-11 14:33:01,729 - mmaction - INFO - Epoch [43][380/2505] lr: 5.000e-05, eta: 21:21:45, time: 1.886, data_time: 0.001, memory: 8521, top1_acc: 0.7688, top5_acc: 0.9130, loss_cls: 0.9326, loss: 0.9326, grad_norm: 17.7790 2020-08-11 14:33:39,219 - mmaction - INFO - Epoch [43][400/2505] lr: 5.000e-05, eta: 21:21:06, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.7589, top5_acc: 0.9094, loss_cls: 0.9672, loss: 0.9672, grad_norm: 18.5760 2020-08-11 14:34:16,500 - mmaction - INFO - Epoch [43][420/2505] lr: 5.000e-05, eta: 21:20:27, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7693, top5_acc: 0.9099, loss_cls: 0.9235, loss: 0.9235, grad_norm: 18.2856 2020-08-11 14:34:53,935 - mmaction - INFO - Epoch [43][440/2505] lr: 5.000e-05, eta: 21:19:48, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.7786, top5_acc: 0.9026, loss_cls: 0.9121, loss: 0.9121, grad_norm: 17.9366 2020-08-11 14:35:31,442 - mmaction - INFO - Epoch [43][460/2505] lr: 5.000e-05, eta: 21:19:08, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.7656, top5_acc: 0.9005, loss_cls: 0.9680, loss: 0.9680, grad_norm: 17.5500 2020-08-11 14:36:08,860 - mmaction - INFO - Epoch [43][480/2505] lr: 5.000e-05, eta: 21:18:29, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.7573, top5_acc: 0.9000, loss_cls: 0.9766, loss: 0.9766, grad_norm: 18.2960 2020-08-11 14:36:46,494 - mmaction - INFO - Epoch [43][500/2505] lr: 5.000e-05, eta: 21:17:50, time: 1.882, data_time: 0.001, memory: 8521, top1_acc: 0.7516, top5_acc: 0.8984, loss_cls: 0.9817, loss: 0.9817, grad_norm: 16.9280 2020-08-11 14:37:24,011 - mmaction - INFO - Epoch [43][520/2505] lr: 5.000e-05, eta: 21:17:11, time: 1.875, data_time: 0.000, memory: 8521, top1_acc: 0.7568, top5_acc: 0.9021, loss_cls: 1.0096, loss: 1.0096, grad_norm: 17.9639 2020-08-11 14:38:01,467 - mmaction - INFO - Epoch [43][540/2505] lr: 5.000e-05, eta: 21:16:32, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.7599, top5_acc: 0.9005, loss_cls: 1.0316, loss: 1.0316, grad_norm: 18.2978 2020-08-11 14:38:38,948 - mmaction - INFO - Epoch [43][560/2505] lr: 5.000e-05, eta: 21:15:52, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.7630, top5_acc: 0.8969, loss_cls: 0.9839, loss: 0.9839, grad_norm: 17.5315 2020-08-11 14:39:16,430 - mmaction - INFO - Epoch [43][580/2505] lr: 5.000e-05, eta: 21:15:13, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.7604, top5_acc: 0.8974, loss_cls: 0.9690, loss: 0.9690, grad_norm: 18.1144 2020-08-11 14:39:54,245 - mmaction - INFO - Epoch [43][600/2505] lr: 5.000e-05, eta: 21:14:34, time: 1.891, data_time: 0.001, memory: 8521, top1_acc: 0.7562, top5_acc: 0.8932, loss_cls: 1.0406, loss: 1.0406, grad_norm: 18.1618 2020-08-11 14:40:31,984 - mmaction - INFO - Epoch [43][620/2505] lr: 5.000e-05, eta: 21:13:55, time: 1.887, data_time: 0.001, memory: 8521, top1_acc: 0.7437, top5_acc: 0.8833, loss_cls: 1.0061, loss: 1.0061, grad_norm: 18.0012 2020-08-11 14:41:09,776 - mmaction - INFO - Epoch [43][640/2505] lr: 5.000e-05, eta: 21:13:16, time: 1.890, data_time: 0.001, memory: 8521, top1_acc: 0.7531, top5_acc: 0.8958, loss_cls: 1.0128, loss: 1.0128, grad_norm: 18.4972 2020-08-11 14:41:47,082 - mmaction - INFO - Epoch [43][660/2505] lr: 5.000e-05, eta: 21:12:37, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7740, top5_acc: 0.9104, loss_cls: 0.9014, loss: 0.9014, grad_norm: 17.7330 2020-08-11 14:42:24,548 - mmaction - INFO - Epoch [43][680/2505] lr: 5.000e-05, eta: 21:11:57, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.7630, top5_acc: 0.8906, loss_cls: 1.0092, loss: 1.0092, grad_norm: 17.8391 2020-08-11 14:43:02,364 - mmaction - INFO - Epoch [43][700/2505] lr: 5.000e-05, eta: 21:11:18, time: 1.891, data_time: 0.001, memory: 8521, top1_acc: 0.7734, top5_acc: 0.8964, loss_cls: 0.9339, loss: 0.9339, grad_norm: 17.3242 2020-08-11 14:43:39,882 - mmaction - INFO - Epoch [43][720/2505] lr: 5.000e-05, eta: 21:10:39, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.7458, top5_acc: 0.8958, loss_cls: 1.0102, loss: 1.0102, grad_norm: 18.9178 2020-08-11 14:44:17,219 - mmaction - INFO - Epoch [43][740/2505] lr: 5.000e-05, eta: 21:10:00, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7625, top5_acc: 0.9052, loss_cls: 0.9755, loss: 0.9755, grad_norm: 17.9035 2020-08-11 14:44:54,614 - mmaction - INFO - Epoch [43][760/2505] lr: 5.000e-05, eta: 21:09:21, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7677, top5_acc: 0.9047, loss_cls: 0.9475, loss: 0.9475, grad_norm: 17.5025 2020-08-11 14:45:32,139 - mmaction - INFO - Epoch [43][780/2505] lr: 5.000e-05, eta: 21:08:41, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.7448, top5_acc: 0.8943, loss_cls: 1.0275, loss: 1.0275, grad_norm: 18.4920 2020-08-11 14:46:09,781 - mmaction - INFO - Epoch [43][800/2505] lr: 5.000e-05, eta: 21:08:02, time: 1.882, data_time: 0.001, memory: 8521, top1_acc: 0.7484, top5_acc: 0.8979, loss_cls: 1.0172, loss: 1.0172, grad_norm: 18.1187 2020-08-11 14:46:47,081 - mmaction - INFO - Epoch [43][820/2505] lr: 5.000e-05, eta: 21:07:23, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7630, top5_acc: 0.9135, loss_cls: 0.9601, loss: 0.9601, grad_norm: 17.2242 2020-08-11 14:47:24,415 - mmaction - INFO - Epoch [43][840/2505] lr: 5.000e-05, eta: 21:06:44, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7370, top5_acc: 0.8917, loss_cls: 1.0250, loss: 1.0250, grad_norm: 18.1972 2020-08-11 14:48:01,617 - mmaction - INFO - Epoch [43][860/2505] lr: 5.000e-05, eta: 21:06:04, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7490, top5_acc: 0.8995, loss_cls: 1.0123, loss: 1.0123, grad_norm: 18.4926 2020-08-11 14:48:38,879 - mmaction - INFO - Epoch [43][880/2505] lr: 5.000e-05, eta: 21:05:25, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7542, top5_acc: 0.8953, loss_cls: 0.9814, loss: 0.9814, grad_norm: 18.1130 2020-08-11 14:49:16,147 - mmaction - INFO - Epoch [43][900/2505] lr: 5.000e-05, eta: 21:04:46, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7661, top5_acc: 0.8943, loss_cls: 0.9813, loss: 0.9813, grad_norm: 17.4958 2020-08-11 14:49:53,326 - mmaction - INFO - Epoch [43][920/2505] lr: 5.000e-05, eta: 21:04:07, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7589, top5_acc: 0.9026, loss_cls: 0.9972, loss: 0.9972, grad_norm: 17.5438 2020-08-11 14:50:31,748 - mmaction - INFO - Epoch [43][940/2505] lr: 5.000e-05, eta: 21:03:28, time: 1.913, data_time: 0.001, memory: 8521, top1_acc: 0.7729, top5_acc: 0.9000, loss_cls: 0.9683, loss: 0.9683, grad_norm: 18.1916 2020-08-11 14:51:09,209 - mmaction - INFO - Epoch [43][960/2505] lr: 5.000e-05, eta: 21:02:49, time: 1.881, data_time: 0.009, memory: 8521, top1_acc: 0.7536, top5_acc: 0.8917, loss_cls: 1.0337, loss: 1.0337, grad_norm: 19.0339 2020-08-11 14:51:46,352 - mmaction - INFO - Epoch [43][980/2505] lr: 5.000e-05, eta: 21:02:09, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7578, top5_acc: 0.8964, loss_cls: 1.0004, loss: 1.0004, grad_norm: 17.7490 2020-08-11 14:52:23,570 - mmaction - INFO - Epoch [43][1000/2505] lr: 5.000e-05, eta: 21:01:30, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7552, top5_acc: 0.9026, loss_cls: 0.9722, loss: 0.9722, grad_norm: 17.6728 2020-08-11 14:53:00,700 - mmaction - INFO - Epoch [43][1020/2505] lr: 5.000e-05, eta: 21:00:51, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7641, top5_acc: 0.9057, loss_cls: 0.9495, loss: 0.9495, grad_norm: 17.2105 2020-08-11 14:53:37,892 - mmaction - INFO - Epoch [43][1040/2505] lr: 5.000e-05, eta: 21:00:11, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7677, top5_acc: 0.9073, loss_cls: 0.9429, loss: 0.9429, grad_norm: 17.4298 2020-08-11 14:54:15,024 - mmaction - INFO - Epoch [43][1060/2505] lr: 5.000e-05, eta: 20:59:32, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7589, top5_acc: 0.9167, loss_cls: 0.9375, loss: 0.9375, grad_norm: 17.5115 2020-08-11 14:54:52,158 - mmaction - INFO - Epoch [43][1080/2505] lr: 5.000e-05, eta: 20:58:53, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7536, top5_acc: 0.9036, loss_cls: 0.9881, loss: 0.9881, grad_norm: 18.5008 2020-08-11 14:55:29,326 - mmaction - INFO - Epoch [43][1100/2505] lr: 5.000e-05, eta: 20:58:13, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7682, top5_acc: 0.9109, loss_cls: 0.9250, loss: 0.9250, grad_norm: 18.0971 2020-08-11 14:56:06,580 - mmaction - INFO - Epoch [43][1120/2505] lr: 5.000e-05, eta: 20:57:34, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7594, top5_acc: 0.9016, loss_cls: 0.9640, loss: 0.9640, grad_norm: 18.2620 2020-08-11 14:56:43,733 - mmaction - INFO - Epoch [43][1140/2505] lr: 5.000e-05, eta: 20:56:55, time: 1.857, data_time: 0.000, memory: 8521, top1_acc: 0.7370, top5_acc: 0.8953, loss_cls: 1.0154, loss: 1.0154, grad_norm: 18.9464 2020-08-11 14:57:20,822 - mmaction - INFO - Epoch [43][1160/2505] lr: 5.000e-05, eta: 20:56:15, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.7609, top5_acc: 0.8958, loss_cls: 0.9953, loss: 0.9953, grad_norm: 17.8831 2020-08-11 14:57:58,022 - mmaction - INFO - Epoch [43][1180/2505] lr: 5.000e-05, eta: 20:55:36, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7458, top5_acc: 0.8943, loss_cls: 1.0237, loss: 1.0237, grad_norm: 18.1610 2020-08-11 14:58:35,228 - mmaction - INFO - Epoch [43][1200/2505] lr: 5.000e-05, eta: 20:54:57, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7677, top5_acc: 0.9115, loss_cls: 0.9393, loss: 0.9393, grad_norm: 17.7913 2020-08-11 14:59:12,514 - mmaction - INFO - Epoch [43][1220/2505] lr: 5.000e-05, eta: 20:54:18, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7609, top5_acc: 0.9016, loss_cls: 0.9958, loss: 0.9958, grad_norm: 17.8905 2020-08-11 14:59:49,651 - mmaction - INFO - Epoch [43][1240/2505] lr: 5.000e-05, eta: 20:53:38, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7599, top5_acc: 0.9026, loss_cls: 0.9628, loss: 0.9628, grad_norm: 17.9802 2020-08-11 15:00:29,658 - mmaction - INFO - Epoch [43][1260/2505] lr: 5.000e-05, eta: 20:53:00, time: 1.998, data_time: 0.003, memory: 8521, top1_acc: 0.7484, top5_acc: 0.9042, loss_cls: 0.9885, loss: 0.9885, grad_norm: 18.8242 2020-08-11 15:01:07,068 - mmaction - INFO - Epoch [43][1280/2505] lr: 5.000e-05, eta: 20:52:21, time: 1.873, data_time: 0.015, memory: 8521, top1_acc: 0.7568, top5_acc: 0.9000, loss_cls: 0.9800, loss: 0.9800, grad_norm: 18.1618 2020-08-11 15:01:44,309 - mmaction - INFO - Epoch [43][1300/2505] lr: 5.000e-05, eta: 20:51:41, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7417, top5_acc: 0.8953, loss_cls: 1.0286, loss: 1.0286, grad_norm: 18.9081 2020-08-11 15:02:21,508 - mmaction - INFO - Epoch [43][1320/2505] lr: 5.000e-05, eta: 20:51:02, time: 1.860, data_time: 0.002, memory: 8521, top1_acc: 0.7526, top5_acc: 0.8990, loss_cls: 1.0304, loss: 1.0304, grad_norm: 18.5025 2020-08-11 15:02:58,640 - mmaction - INFO - Epoch [43][1340/2505] lr: 5.000e-05, eta: 20:50:23, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7615, top5_acc: 0.9010, loss_cls: 0.9811, loss: 0.9811, grad_norm: 17.6539 2020-08-11 15:03:35,945 - mmaction - INFO - Epoch [43][1360/2505] lr: 5.000e-05, eta: 20:49:44, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7443, top5_acc: 0.8948, loss_cls: 1.0202, loss: 1.0202, grad_norm: 18.1199 2020-08-11 15:04:13,120 - mmaction - INFO - Epoch [43][1380/2505] lr: 5.000e-05, eta: 20:49:04, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7635, top5_acc: 0.9078, loss_cls: 0.9706, loss: 0.9706, grad_norm: 17.7433 2020-08-11 15:04:50,307 - mmaction - INFO - Epoch [43][1400/2505] lr: 5.000e-05, eta: 20:48:25, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7656, top5_acc: 0.9000, loss_cls: 0.9706, loss: 0.9706, grad_norm: 17.3432 2020-08-11 15:05:27,705 - mmaction - INFO - Epoch [43][1420/2505] lr: 5.000e-05, eta: 20:47:46, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7526, top5_acc: 0.9057, loss_cls: 0.9523, loss: 0.9523, grad_norm: 17.6579 2020-08-11 15:06:05,119 - mmaction - INFO - Epoch [43][1440/2505] lr: 5.000e-05, eta: 20:47:07, time: 1.873, data_time: 0.007, memory: 8521, top1_acc: 0.7573, top5_acc: 0.9083, loss_cls: 0.9525, loss: 0.9525, grad_norm: 18.0652 2020-08-11 15:06:42,267 - mmaction - INFO - Epoch [43][1460/2505] lr: 5.000e-05, eta: 20:46:27, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7479, top5_acc: 0.8953, loss_cls: 0.9985, loss: 0.9985, grad_norm: 18.2382 2020-08-11 15:07:19,445 - mmaction - INFO - Epoch [43][1480/2505] lr: 5.000e-05, eta: 20:45:48, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7594, top5_acc: 0.8948, loss_cls: 1.0195, loss: 1.0195, grad_norm: 17.3438 2020-08-11 15:07:56,599 - mmaction - INFO - Epoch [43][1500/2505] lr: 5.000e-05, eta: 20:45:09, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7755, top5_acc: 0.9083, loss_cls: 0.9145, loss: 0.9145, grad_norm: 17.1117 2020-08-11 15:08:33,848 - mmaction - INFO - Epoch [43][1520/2505] lr: 5.000e-05, eta: 20:44:29, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7401, top5_acc: 0.8943, loss_cls: 1.0327, loss: 1.0327, grad_norm: 18.4128 2020-08-11 15:09:11,045 - mmaction - INFO - Epoch [43][1540/2505] lr: 5.000e-05, eta: 20:43:50, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7755, top5_acc: 0.9120, loss_cls: 0.9080, loss: 0.9080, grad_norm: 17.7525 2020-08-11 15:09:48,219 - mmaction - INFO - Epoch [43][1560/2505] lr: 5.000e-05, eta: 20:43:11, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7755, top5_acc: 0.9130, loss_cls: 0.8978, loss: 0.8978, grad_norm: 18.3906 2020-08-11 15:10:26,216 - mmaction - INFO - Epoch [43][1580/2505] lr: 5.000e-05, eta: 20:42:32, time: 1.898, data_time: 0.001, memory: 8521, top1_acc: 0.7708, top5_acc: 0.9052, loss_cls: 0.9402, loss: 0.9402, grad_norm: 18.0629 2020-08-11 15:11:03,436 - mmaction - INFO - Epoch [43][1600/2505] lr: 5.000e-05, eta: 20:41:53, time: 1.863, data_time: 0.004, memory: 8521, top1_acc: 0.7578, top5_acc: 0.8969, loss_cls: 0.9740, loss: 0.9740, grad_norm: 17.6246 2020-08-11 15:11:40,580 - mmaction - INFO - Epoch [43][1620/2505] lr: 5.000e-05, eta: 20:41:13, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7589, top5_acc: 0.9031, loss_cls: 0.9775, loss: 0.9775, grad_norm: 17.8986 2020-08-11 15:12:17,824 - mmaction - INFO - Epoch [43][1640/2505] lr: 5.000e-05, eta: 20:40:34, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7547, top5_acc: 0.8953, loss_cls: 1.0267, loss: 1.0267, grad_norm: 18.7743 2020-08-11 15:12:54,999 - mmaction - INFO - Epoch [43][1660/2505] lr: 5.000e-05, eta: 20:39:55, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7708, top5_acc: 0.9057, loss_cls: 0.9700, loss: 0.9700, grad_norm: 17.8368 2020-08-11 15:13:32,181 - mmaction - INFO - Epoch [43][1680/2505] lr: 5.000e-05, eta: 20:39:16, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7547, top5_acc: 0.9021, loss_cls: 0.9583, loss: 0.9583, grad_norm: 17.5616 2020-08-11 15:14:09,350 - mmaction - INFO - Epoch [43][1700/2505] lr: 5.000e-05, eta: 20:38:36, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7589, top5_acc: 0.8943, loss_cls: 0.9846, loss: 0.9846, grad_norm: 17.7873 2020-08-11 15:14:46,478 - mmaction - INFO - Epoch [43][1720/2505] lr: 5.000e-05, eta: 20:37:57, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7625, top5_acc: 0.8995, loss_cls: 0.9734, loss: 0.9734, grad_norm: 17.8247 2020-08-11 15:15:23,786 - mmaction - INFO - Epoch [43][1740/2505] lr: 5.000e-05, eta: 20:37:18, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7630, top5_acc: 0.8984, loss_cls: 0.9798, loss: 0.9798, grad_norm: 18.5720 2020-08-11 15:16:01,017 - mmaction - INFO - Epoch [43][1760/2505] lr: 5.000e-05, eta: 20:36:38, time: 1.862, data_time: 0.003, memory: 8521, top1_acc: 0.7781, top5_acc: 0.9146, loss_cls: 0.8885, loss: 0.8885, grad_norm: 17.3498 2020-08-11 15:16:38,219 - mmaction - INFO - Epoch [43][1780/2505] lr: 5.000e-05, eta: 20:35:59, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7563, top5_acc: 0.9078, loss_cls: 0.9695, loss: 0.9695, grad_norm: 17.9274 2020-08-11 15:17:15,368 - mmaction - INFO - Epoch [43][1800/2505] lr: 5.000e-05, eta: 20:35:20, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7687, top5_acc: 0.9078, loss_cls: 0.9546, loss: 0.9546, grad_norm: 18.5030 2020-08-11 15:17:52,524 - mmaction - INFO - Epoch [43][1820/2505] lr: 5.000e-05, eta: 20:34:41, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7552, top5_acc: 0.9021, loss_cls: 0.9816, loss: 0.9816, grad_norm: 17.4741 2020-08-11 15:18:29,737 - mmaction - INFO - Epoch [43][1840/2505] lr: 5.000e-05, eta: 20:34:01, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7615, top5_acc: 0.9089, loss_cls: 0.9377, loss: 0.9377, grad_norm: 17.1785 2020-08-11 15:19:07,018 - mmaction - INFO - Epoch [43][1860/2505] lr: 5.000e-05, eta: 20:33:22, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7703, top5_acc: 0.9099, loss_cls: 0.9010, loss: 0.9010, grad_norm: 16.5394 2020-08-11 15:19:44,354 - mmaction - INFO - Epoch [43][1880/2505] lr: 5.000e-05, eta: 20:32:43, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7698, top5_acc: 0.9052, loss_cls: 0.9490, loss: 0.9490, grad_norm: 17.7655 2020-08-11 15:20:21,796 - mmaction - INFO - Epoch [43][1900/2505] lr: 5.000e-05, eta: 20:32:04, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.7625, top5_acc: 0.8927, loss_cls: 0.9930, loss: 0.9930, grad_norm: 18.1114 2020-08-11 15:20:58,968 - mmaction - INFO - Epoch [43][1920/2505] lr: 5.000e-05, eta: 20:31:24, time: 1.859, data_time: 0.003, memory: 8521, top1_acc: 0.7526, top5_acc: 0.9010, loss_cls: 0.9962, loss: 0.9962, grad_norm: 17.6746 2020-08-11 15:21:36,166 - mmaction - INFO - Epoch [43][1940/2505] lr: 5.000e-05, eta: 20:30:45, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7682, top5_acc: 0.9010, loss_cls: 0.9618, loss: 0.9618, grad_norm: 16.8736 2020-08-11 15:22:13,404 - mmaction - INFO - Epoch [43][1960/2505] lr: 5.000e-05, eta: 20:30:06, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7625, top5_acc: 0.9083, loss_cls: 0.9535, loss: 0.9535, grad_norm: 18.1377 2020-08-11 15:22:50,622 - mmaction - INFO - Epoch [43][1980/2505] lr: 5.000e-05, eta: 20:29:27, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7516, top5_acc: 0.8958, loss_cls: 1.0059, loss: 1.0059, grad_norm: 18.1404 2020-08-11 15:23:27,840 - mmaction - INFO - Epoch [43][2000/2505] lr: 5.000e-05, eta: 20:28:47, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7682, top5_acc: 0.9068, loss_cls: 0.9136, loss: 0.9136, grad_norm: 17.7621 2020-08-11 15:24:04,953 - mmaction - INFO - Epoch [43][2020/2505] lr: 5.000e-05, eta: 20:28:08, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7432, top5_acc: 0.8865, loss_cls: 1.0600, loss: 1.0600, grad_norm: 18.2575 2020-08-11 15:24:42,010 - mmaction - INFO - Epoch [43][2040/2505] lr: 5.000e-05, eta: 20:27:29, time: 1.853, data_time: 0.001, memory: 8521, top1_acc: 0.7604, top5_acc: 0.9104, loss_cls: 0.9627, loss: 0.9627, grad_norm: 17.4313 2020-08-11 15:25:19,129 - mmaction - INFO - Epoch [43][2060/2505] lr: 5.000e-05, eta: 20:26:49, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7641, top5_acc: 0.9016, loss_cls: 0.9875, loss: 0.9875, grad_norm: 17.4235 2020-08-11 15:25:56,414 - mmaction - INFO - Epoch [43][2080/2505] lr: 5.000e-05, eta: 20:26:10, time: 1.864, data_time: 0.003, memory: 8521, top1_acc: 0.7594, top5_acc: 0.8958, loss_cls: 1.0037, loss: 1.0037, grad_norm: 17.5051 2020-08-11 15:26:33,588 - mmaction - INFO - Epoch [43][2100/2505] lr: 5.000e-05, eta: 20:25:31, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7609, top5_acc: 0.9083, loss_cls: 0.9661, loss: 0.9661, grad_norm: 17.6664 2020-08-11 15:27:10,759 - mmaction - INFO - Epoch [43][2120/2505] lr: 5.000e-05, eta: 20:24:52, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7443, top5_acc: 0.8880, loss_cls: 1.0728, loss: 1.0728, grad_norm: 18.4161 2020-08-11 15:27:47,888 - mmaction - INFO - Epoch [43][2140/2505] lr: 5.000e-05, eta: 20:24:12, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7594, top5_acc: 0.9036, loss_cls: 0.9843, loss: 0.9843, grad_norm: 18.0007 2020-08-11 15:28:25,067 - mmaction - INFO - Epoch [43][2160/2505] lr: 5.000e-05, eta: 20:23:33, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7474, top5_acc: 0.8974, loss_cls: 1.0081, loss: 1.0081, grad_norm: 18.2787 2020-08-11 15:29:02,203 - mmaction - INFO - Epoch [43][2180/2505] lr: 5.000e-05, eta: 20:22:54, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7505, top5_acc: 0.9010, loss_cls: 1.0090, loss: 1.0090, grad_norm: 17.9380 2020-08-11 15:29:39,291 - mmaction - INFO - Epoch [43][2200/2505] lr: 5.000e-05, eta: 20:22:15, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.7667, top5_acc: 0.9005, loss_cls: 0.9562, loss: 0.9562, grad_norm: 17.5481 2020-08-11 15:30:17,114 - mmaction - INFO - Epoch [43][2220/2505] lr: 5.000e-05, eta: 20:21:36, time: 1.890, data_time: 0.001, memory: 8521, top1_acc: 0.7698, top5_acc: 0.9010, loss_cls: 0.9359, loss: 0.9359, grad_norm: 17.1590 2020-08-11 15:30:54,247 - mmaction - INFO - Epoch [43][2240/2505] lr: 5.000e-05, eta: 20:20:56, time: 1.858, data_time: 0.003, memory: 8521, top1_acc: 0.7594, top5_acc: 0.9016, loss_cls: 0.9863, loss: 0.9863, grad_norm: 18.3091 2020-08-11 15:31:31,403 - mmaction - INFO - Epoch [43][2260/2505] lr: 5.000e-05, eta: 20:20:17, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7641, top5_acc: 0.9000, loss_cls: 0.9821, loss: 0.9821, grad_norm: 17.6706 2020-08-11 15:32:08,572 - mmaction - INFO - Epoch [43][2280/2505] lr: 5.000e-05, eta: 20:19:38, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7594, top5_acc: 0.9021, loss_cls: 0.9815, loss: 0.9815, grad_norm: 18.3460 2020-08-11 15:32:45,808 - mmaction - INFO - Epoch [43][2300/2505] lr: 5.000e-05, eta: 20:18:58, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7568, top5_acc: 0.9042, loss_cls: 0.9814, loss: 0.9814, grad_norm: 18.3512 2020-08-11 15:33:22,949 - mmaction - INFO - Epoch [43][2320/2505] lr: 5.000e-05, eta: 20:18:19, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7521, top5_acc: 0.8943, loss_cls: 1.0178, loss: 1.0178, grad_norm: 17.8433 2020-08-11 15:34:00,182 - mmaction - INFO - Epoch [43][2340/2505] lr: 5.000e-05, eta: 20:17:40, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7625, top5_acc: 0.9016, loss_cls: 0.9676, loss: 0.9676, grad_norm: 18.0990 2020-08-11 15:34:37,360 - mmaction - INFO - Epoch [43][2360/2505] lr: 5.000e-05, eta: 20:17:01, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7526, top5_acc: 0.9073, loss_cls: 0.9732, loss: 0.9732, grad_norm: 18.2836 2020-08-11 15:35:14,855 - mmaction - INFO - Epoch [43][2380/2505] lr: 5.000e-05, eta: 20:16:22, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.7500, top5_acc: 0.8990, loss_cls: 0.9999, loss: 0.9999, grad_norm: 18.1790 2020-08-11 15:35:52,006 - mmaction - INFO - Epoch [43][2400/2505] lr: 5.000e-05, eta: 20:15:42, time: 1.857, data_time: 0.003, memory: 8521, top1_acc: 0.7672, top5_acc: 0.8984, loss_cls: 0.9308, loss: 0.9308, grad_norm: 17.3731 2020-08-11 15:36:29,215 - mmaction - INFO - Epoch [43][2420/2505] lr: 5.000e-05, eta: 20:15:03, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7490, top5_acc: 0.9005, loss_cls: 0.9804, loss: 0.9804, grad_norm: 18.1761 2020-08-11 15:37:06,435 - mmaction - INFO - Epoch [43][2440/2505] lr: 5.000e-05, eta: 20:14:24, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7734, top5_acc: 0.9052, loss_cls: 0.9119, loss: 0.9119, grad_norm: 17.2860 2020-08-11 15:37:43,589 - mmaction - INFO - Epoch [43][2460/2505] lr: 5.000e-05, eta: 20:13:45, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7625, top5_acc: 0.9031, loss_cls: 0.9660, loss: 0.9660, grad_norm: 17.8515 2020-08-11 15:38:20,756 - mmaction - INFO - Epoch [43][2480/2505] lr: 5.000e-05, eta: 20:13:05, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7609, top5_acc: 0.9089, loss_cls: 0.9311, loss: 0.9311, grad_norm: 18.0721 2020-08-11 15:38:57,935 - mmaction - INFO - Epoch [43][2500/2505] lr: 5.000e-05, eta: 20:12:26, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7521, top5_acc: 0.8969, loss_cls: 1.0062, loss: 1.0062, grad_norm: 18.7270 2020-08-11 15:41:03,166 - mmaction - INFO - Epoch [44][20/2505] lr: 5.000e-05, eta: 20:11:58, time: 5.362, data_time: 3.371, memory: 8521, top1_acc: 0.7641, top5_acc: 0.9130, loss_cls: 0.9056, loss: 0.9056, grad_norm: 17.6356 2020-08-11 15:41:41,123 - mmaction - INFO - Epoch [44][40/2505] lr: 5.000e-05, eta: 20:11:19, time: 1.898, data_time: 0.010, memory: 8521, top1_acc: 0.7573, top5_acc: 0.9099, loss_cls: 0.9614, loss: 0.9614, grad_norm: 18.0095 2020-08-11 15:42:19,083 - mmaction - INFO - Epoch [44][60/2505] lr: 5.000e-05, eta: 20:10:40, time: 1.898, data_time: 0.001, memory: 8521, top1_acc: 0.7630, top5_acc: 0.9047, loss_cls: 0.9830, loss: 0.9830, grad_norm: 17.7292 2020-08-11 15:42:56,886 - mmaction - INFO - Epoch [44][80/2505] lr: 5.000e-05, eta: 20:10:01, time: 1.890, data_time: 0.001, memory: 8521, top1_acc: 0.7635, top5_acc: 0.9005, loss_cls: 0.9845, loss: 0.9845, grad_norm: 17.8127 2020-08-11 15:43:34,712 - mmaction - INFO - Epoch [44][100/2505] lr: 5.000e-05, eta: 20:09:22, time: 1.891, data_time: 0.001, memory: 8521, top1_acc: 0.7693, top5_acc: 0.9036, loss_cls: 0.9645, loss: 0.9645, grad_norm: 18.1611 2020-08-11 15:44:12,395 - mmaction - INFO - Epoch [44][120/2505] lr: 5.000e-05, eta: 20:08:43, time: 1.884, data_time: 0.001, memory: 8521, top1_acc: 0.7714, top5_acc: 0.9047, loss_cls: 0.9556, loss: 0.9556, grad_norm: 18.1676 2020-08-11 15:44:50,106 - mmaction - INFO - Epoch [44][140/2505] lr: 5.000e-05, eta: 20:08:04, time: 1.885, data_time: 0.001, memory: 8521, top1_acc: 0.7536, top5_acc: 0.8984, loss_cls: 0.9931, loss: 0.9931, grad_norm: 18.8257 2020-08-11 15:45:28,641 - mmaction - INFO - Epoch [44][160/2505] lr: 5.000e-05, eta: 20:07:25, time: 1.926, data_time: 0.001, memory: 8521, top1_acc: 0.7531, top5_acc: 0.8927, loss_cls: 1.0294, loss: 1.0294, grad_norm: 17.7539 2020-08-11 15:46:06,364 - mmaction - INFO - Epoch [44][180/2505] lr: 5.000e-05, eta: 20:06:46, time: 1.887, data_time: 0.005, memory: 8521, top1_acc: 0.7536, top5_acc: 0.9094, loss_cls: 0.9665, loss: 0.9665, grad_norm: 17.7498 2020-08-11 15:46:44,007 - mmaction - INFO - Epoch [44][200/2505] lr: 5.000e-05, eta: 20:06:07, time: 1.882, data_time: 0.001, memory: 8521, top1_acc: 0.7495, top5_acc: 0.9031, loss_cls: 1.0099, loss: 1.0099, grad_norm: 18.5546 2020-08-11 15:47:21,370 - mmaction - INFO - Epoch [44][220/2505] lr: 5.000e-05, eta: 20:05:28, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7495, top5_acc: 0.8901, loss_cls: 1.0265, loss: 1.0265, grad_norm: 17.6666 2020-08-11 15:47:58,866 - mmaction - INFO - Epoch [44][240/2505] lr: 5.000e-05, eta: 20:04:49, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.7724, top5_acc: 0.9182, loss_cls: 0.9080, loss: 0.9080, grad_norm: 17.1895 2020-08-11 15:48:36,299 - mmaction - INFO - Epoch [44][260/2505] lr: 5.000e-05, eta: 20:04:09, time: 1.872, data_time: 0.002, memory: 8521, top1_acc: 0.7474, top5_acc: 0.8953, loss_cls: 1.0326, loss: 1.0326, grad_norm: 18.9912 2020-08-11 15:49:14,019 - mmaction - INFO - Epoch [44][280/2505] lr: 5.000e-05, eta: 20:03:30, time: 1.886, data_time: 0.001, memory: 8521, top1_acc: 0.7599, top5_acc: 0.8917, loss_cls: 0.9758, loss: 0.9758, grad_norm: 17.5226 2020-08-11 15:49:51,649 - mmaction - INFO - Epoch [44][300/2505] lr: 5.000e-05, eta: 20:02:51, time: 1.881, data_time: 0.001, memory: 8521, top1_acc: 0.7630, top5_acc: 0.9104, loss_cls: 0.9129, loss: 0.9129, grad_norm: 17.4874 2020-08-11 15:50:29,490 - mmaction - INFO - Epoch [44][320/2505] lr: 5.000e-05, eta: 20:02:12, time: 1.892, data_time: 0.001, memory: 8521, top1_acc: 0.7724, top5_acc: 0.9099, loss_cls: 0.9330, loss: 0.9330, grad_norm: 17.1369 2020-08-11 15:51:07,248 - mmaction - INFO - Epoch [44][340/2505] lr: 5.000e-05, eta: 20:01:33, time: 1.888, data_time: 0.003, memory: 8521, top1_acc: 0.7797, top5_acc: 0.9042, loss_cls: 0.9249, loss: 0.9249, grad_norm: 17.6037 2020-08-11 15:51:44,581 - mmaction - INFO - Epoch [44][360/2505] lr: 5.000e-05, eta: 20:00:54, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7688, top5_acc: 0.9115, loss_cls: 0.9328, loss: 0.9328, grad_norm: 18.5752 2020-08-11 15:52:22,102 - mmaction - INFO - Epoch [44][380/2505] lr: 5.000e-05, eta: 20:00:15, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.7552, top5_acc: 0.8932, loss_cls: 1.0086, loss: 1.0086, grad_norm: 17.5089 2020-08-11 15:52:59,433 - mmaction - INFO - Epoch [44][400/2505] lr: 5.000e-05, eta: 19:59:36, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7813, top5_acc: 0.9167, loss_cls: 0.8538, loss: 0.8538, grad_norm: 17.0820 2020-08-11 15:53:36,885 - mmaction - INFO - Epoch [44][420/2505] lr: 5.000e-05, eta: 19:58:56, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.7552, top5_acc: 0.8984, loss_cls: 1.0135, loss: 1.0135, grad_norm: 19.0167 2020-08-11 15:54:14,396 - mmaction - INFO - Epoch [44][440/2505] lr: 5.000e-05, eta: 19:58:17, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.7443, top5_acc: 0.8984, loss_cls: 1.0098, loss: 1.0098, grad_norm: 18.6214 2020-08-11 15:54:52,007 - mmaction - INFO - Epoch [44][460/2505] lr: 5.000e-05, eta: 19:57:38, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.7630, top5_acc: 0.9021, loss_cls: 0.9757, loss: 0.9757, grad_norm: 17.8861 2020-08-11 15:55:29,671 - mmaction - INFO - Epoch [44][480/2505] lr: 5.000e-05, eta: 19:56:59, time: 1.883, data_time: 0.001, memory: 8521, top1_acc: 0.7578, top5_acc: 0.8974, loss_cls: 0.9651, loss: 0.9651, grad_norm: 17.8144 2020-08-11 15:56:07,160 - mmaction - INFO - Epoch [44][500/2505] lr: 5.000e-05, eta: 19:56:20, time: 1.875, data_time: 0.003, memory: 8521, top1_acc: 0.7604, top5_acc: 0.9115, loss_cls: 0.9335, loss: 0.9335, grad_norm: 18.0729 2020-08-11 15:56:44,596 - mmaction - INFO - Epoch [44][520/2505] lr: 5.000e-05, eta: 19:55:41, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.7630, top5_acc: 0.9068, loss_cls: 0.9646, loss: 0.9646, grad_norm: 17.6076 2020-08-11 15:57:22,069 - mmaction - INFO - Epoch [44][540/2505] lr: 5.000e-05, eta: 19:55:02, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.7547, top5_acc: 0.8911, loss_cls: 1.0210, loss: 1.0210, grad_norm: 18.1768 2020-08-11 15:57:59,368 - mmaction - INFO - Epoch [44][560/2505] lr: 5.000e-05, eta: 19:54:22, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7651, top5_acc: 0.9031, loss_cls: 0.9722, loss: 0.9722, grad_norm: 17.8939 2020-08-11 15:58:36,723 - mmaction - INFO - Epoch [44][580/2505] lr: 5.000e-05, eta: 19:53:43, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7792, top5_acc: 0.9177, loss_cls: 0.8915, loss: 0.8915, grad_norm: 17.8770 2020-08-11 15:59:14,300 - mmaction - INFO - Epoch [44][600/2505] lr: 5.000e-05, eta: 19:53:04, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.7672, top5_acc: 0.9016, loss_cls: 0.9633, loss: 0.9633, grad_norm: 18.0012 2020-08-11 15:59:51,655 - mmaction - INFO - Epoch [44][620/2505] lr: 5.000e-05, eta: 19:52:25, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7552, top5_acc: 0.9057, loss_cls: 0.9741, loss: 0.9741, grad_norm: 18.5907 2020-08-11 16:00:31,498 - mmaction - INFO - Epoch [44][640/2505] lr: 5.000e-05, eta: 19:51:47, time: 1.990, data_time: 0.002, memory: 8521, top1_acc: 0.7547, top5_acc: 0.8990, loss_cls: 1.0141, loss: 1.0141, grad_norm: 17.7345 2020-08-11 16:01:08,851 - mmaction - INFO - Epoch [44][660/2505] lr: 5.000e-05, eta: 19:51:07, time: 1.870, data_time: 0.010, memory: 8521, top1_acc: 0.7578, top5_acc: 0.8964, loss_cls: 1.0155, loss: 1.0155, grad_norm: 17.8845 2020-08-11 16:01:46,027 - mmaction - INFO - Epoch [44][680/2505] lr: 5.000e-05, eta: 19:50:28, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7672, top5_acc: 0.9042, loss_cls: 0.9386, loss: 0.9386, grad_norm: 17.4429 2020-08-11 16:02:23,431 - mmaction - INFO - Epoch [44][700/2505] lr: 5.000e-05, eta: 19:49:49, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7479, top5_acc: 0.8953, loss_cls: 1.0114, loss: 1.0114, grad_norm: 17.7516 2020-08-11 16:03:00,673 - mmaction - INFO - Epoch [44][720/2505] lr: 5.000e-05, eta: 19:49:10, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7682, top5_acc: 0.9109, loss_cls: 0.9332, loss: 0.9332, grad_norm: 18.3759 2020-08-11 16:03:37,912 - mmaction - INFO - Epoch [44][740/2505] lr: 5.000e-05, eta: 19:48:31, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7797, top5_acc: 0.9141, loss_cls: 0.8967, loss: 0.8967, grad_norm: 18.0700 2020-08-11 16:04:15,090 - mmaction - INFO - Epoch [44][760/2505] lr: 5.000e-05, eta: 19:47:51, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7667, top5_acc: 0.9094, loss_cls: 0.9408, loss: 0.9408, grad_norm: 18.0204 2020-08-11 16:04:52,258 - mmaction - INFO - Epoch [44][780/2505] lr: 5.000e-05, eta: 19:47:12, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7599, top5_acc: 0.9005, loss_cls: 0.9813, loss: 0.9813, grad_norm: 18.1015 2020-08-11 16:05:30,296 - mmaction - INFO - Epoch [44][800/2505] lr: 5.000e-05, eta: 19:46:33, time: 1.901, data_time: 0.001, memory: 8521, top1_acc: 0.7703, top5_acc: 0.8964, loss_cls: 0.9837, loss: 0.9837, grad_norm: 17.9580 2020-08-11 16:06:07,549 - mmaction - INFO - Epoch [44][820/2505] lr: 5.000e-05, eta: 19:45:54, time: 1.863, data_time: 0.003, memory: 8521, top1_acc: 0.7792, top5_acc: 0.9036, loss_cls: 0.9342, loss: 0.9342, grad_norm: 17.1648 2020-08-11 16:06:44,877 - mmaction - INFO - Epoch [44][840/2505] lr: 5.000e-05, eta: 19:45:15, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7500, top5_acc: 0.8979, loss_cls: 1.0051, loss: 1.0051, grad_norm: 18.1645 2020-08-11 16:07:22,138 - mmaction - INFO - Epoch [44][860/2505] lr: 5.000e-05, eta: 19:44:36, time: 1.865, data_time: 0.003, memory: 8521, top1_acc: 0.7677, top5_acc: 0.9099, loss_cls: 0.9595, loss: 0.9595, grad_norm: 17.7413 2020-08-11 16:07:59,312 - mmaction - INFO - Epoch [44][880/2505] lr: 5.000e-05, eta: 19:43:56, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7750, top5_acc: 0.9068, loss_cls: 0.9137, loss: 0.9137, grad_norm: 17.6542 2020-08-11 16:08:36,551 - mmaction - INFO - Epoch [44][900/2505] lr: 5.000e-05, eta: 19:43:17, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7693, top5_acc: 0.9021, loss_cls: 0.9490, loss: 0.9490, grad_norm: 17.8193 2020-08-11 16:09:13,765 - mmaction - INFO - Epoch [44][920/2505] lr: 5.000e-05, eta: 19:42:38, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7682, top5_acc: 0.9068, loss_cls: 0.9488, loss: 0.9488, grad_norm: 17.2963 2020-08-11 16:09:51,008 - mmaction - INFO - Epoch [44][940/2505] lr: 5.000e-05, eta: 19:41:59, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7469, top5_acc: 0.8958, loss_cls: 1.0287, loss: 1.0287, grad_norm: 18.0301 2020-08-11 16:10:28,622 - mmaction - INFO - Epoch [44][960/2505] lr: 5.000e-05, eta: 19:41:20, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.7776, top5_acc: 0.8938, loss_cls: 0.9543, loss: 0.9543, grad_norm: 17.8961 2020-08-11 16:11:05,819 - mmaction - INFO - Epoch [44][980/2505] lr: 5.000e-05, eta: 19:40:40, time: 1.860, data_time: 0.004, memory: 8521, top1_acc: 0.7635, top5_acc: 0.9068, loss_cls: 0.9356, loss: 0.9356, grad_norm: 18.0331 2020-08-11 16:11:42,996 - mmaction - INFO - Epoch [44][1000/2505] lr: 5.000e-05, eta: 19:40:01, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7714, top5_acc: 0.9057, loss_cls: 0.9325, loss: 0.9325, grad_norm: 18.2976 2020-08-11 16:12:20,228 - mmaction - INFO - Epoch [44][1020/2505] lr: 5.000e-05, eta: 19:39:22, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7568, top5_acc: 0.8974, loss_cls: 0.9942, loss: 0.9942, grad_norm: 18.1697 2020-08-11 16:12:57,388 - mmaction - INFO - Epoch [44][1040/2505] lr: 5.000e-05, eta: 19:38:43, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7661, top5_acc: 0.9073, loss_cls: 0.9485, loss: 0.9485, grad_norm: 17.9229 2020-08-11 16:13:34,584 - mmaction - INFO - Epoch [44][1060/2505] lr: 5.000e-05, eta: 19:38:03, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7547, top5_acc: 0.9052, loss_cls: 0.9533, loss: 0.9533, grad_norm: 18.9572 2020-08-11 16:14:11,812 - mmaction - INFO - Epoch [44][1080/2505] lr: 5.000e-05, eta: 19:37:24, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7281, top5_acc: 0.8906, loss_cls: 1.0897, loss: 1.0897, grad_norm: 18.9732 2020-08-11 16:14:48,991 - mmaction - INFO - Epoch [44][1100/2505] lr: 5.000e-05, eta: 19:36:45, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7422, top5_acc: 0.9016, loss_cls: 0.9893, loss: 0.9893, grad_norm: 17.9222 2020-08-11 16:15:26,498 - mmaction - INFO - Epoch [44][1120/2505] lr: 5.000e-05, eta: 19:36:06, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.7448, top5_acc: 0.8896, loss_cls: 1.0471, loss: 1.0471, grad_norm: 18.0792 2020-08-11 16:16:03,881 - mmaction - INFO - Epoch [44][1140/2505] lr: 5.000e-05, eta: 19:35:27, time: 1.869, data_time: 0.003, memory: 8521, top1_acc: 0.7323, top5_acc: 0.8953, loss_cls: 1.0524, loss: 1.0524, grad_norm: 18.2619 2020-08-11 16:16:41,087 - mmaction - INFO - Epoch [44][1160/2505] lr: 5.000e-05, eta: 19:34:48, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7760, top5_acc: 0.9068, loss_cls: 0.9313, loss: 0.9313, grad_norm: 17.2316 2020-08-11 16:17:18,280 - mmaction - INFO - Epoch [44][1180/2505] lr: 5.000e-05, eta: 19:34:08, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7620, top5_acc: 0.9042, loss_cls: 0.9636, loss: 0.9636, grad_norm: 17.5635 2020-08-11 16:17:55,697 - mmaction - INFO - Epoch [44][1200/2505] lr: 5.000e-05, eta: 19:33:29, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.7630, top5_acc: 0.9016, loss_cls: 0.9642, loss: 0.9642, grad_norm: 17.8787 2020-08-11 16:18:32,857 - mmaction - INFO - Epoch [44][1220/2505] lr: 5.000e-05, eta: 19:32:50, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7479, top5_acc: 0.8990, loss_cls: 1.0068, loss: 1.0068, grad_norm: 18.7295 2020-08-11 16:19:10,015 - mmaction - INFO - Epoch [44][1240/2505] lr: 5.000e-05, eta: 19:32:11, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7698, top5_acc: 0.9089, loss_cls: 0.9408, loss: 0.9408, grad_norm: 17.3789 2020-08-11 16:19:47,169 - mmaction - INFO - Epoch [44][1260/2505] lr: 5.000e-05, eta: 19:31:31, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7594, top5_acc: 0.9135, loss_cls: 0.9381, loss: 0.9381, grad_norm: 18.0982 2020-08-11 16:20:24,306 - mmaction - INFO - Epoch [44][1280/2505] lr: 5.000e-05, eta: 19:30:52, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7703, top5_acc: 0.9151, loss_cls: 0.9070, loss: 0.9070, grad_norm: 17.4786 2020-08-11 16:21:01,451 - mmaction - INFO - Epoch [44][1300/2505] lr: 5.000e-05, eta: 19:30:13, time: 1.857, data_time: 0.003, memory: 8521, top1_acc: 0.7703, top5_acc: 0.9083, loss_cls: 0.9466, loss: 0.9466, grad_norm: 17.5952 2020-08-11 16:21:38,608 - mmaction - INFO - Epoch [44][1320/2505] lr: 5.000e-05, eta: 19:29:34, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7786, top5_acc: 0.9052, loss_cls: 0.9271, loss: 0.9271, grad_norm: 17.7470 2020-08-11 16:22:15,766 - mmaction - INFO - Epoch [44][1340/2505] lr: 5.000e-05, eta: 19:28:55, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7609, top5_acc: 0.9047, loss_cls: 0.9764, loss: 0.9764, grad_norm: 18.1539 2020-08-11 16:22:52,953 - mmaction - INFO - Epoch [44][1360/2505] lr: 5.000e-05, eta: 19:28:15, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7703, top5_acc: 0.9089, loss_cls: 0.9303, loss: 0.9303, grad_norm: 17.9398 2020-08-11 16:23:30,070 - mmaction - INFO - Epoch [44][1380/2505] lr: 5.000e-05, eta: 19:27:36, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7557, top5_acc: 0.8958, loss_cls: 0.9890, loss: 0.9890, grad_norm: 18.0148 2020-08-11 16:24:07,263 - mmaction - INFO - Epoch [44][1400/2505] lr: 5.000e-05, eta: 19:26:57, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7661, top5_acc: 0.9078, loss_cls: 0.9369, loss: 0.9369, grad_norm: 18.8901 2020-08-11 16:24:44,550 - mmaction - INFO - Epoch [44][1420/2505] lr: 5.000e-05, eta: 19:26:18, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7630, top5_acc: 0.9052, loss_cls: 0.9287, loss: 0.9287, grad_norm: 18.0359 2020-08-11 16:25:21,645 - mmaction - INFO - Epoch [44][1440/2505] lr: 5.000e-05, eta: 19:25:38, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7760, top5_acc: 0.9083, loss_cls: 0.9044, loss: 0.9044, grad_norm: 17.7442 2020-08-11 16:25:58,941 - mmaction - INFO - Epoch [44][1460/2505] lr: 5.000e-05, eta: 19:24:59, time: 1.865, data_time: 0.003, memory: 8521, top1_acc: 0.7458, top5_acc: 0.8990, loss_cls: 1.0111, loss: 1.0111, grad_norm: 18.6022 2020-08-11 16:26:36,175 - mmaction - INFO - Epoch [44][1480/2505] lr: 5.000e-05, eta: 19:24:20, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7422, top5_acc: 0.8896, loss_cls: 1.0150, loss: 1.0150, grad_norm: 17.4902 2020-08-11 16:27:13,350 - mmaction - INFO - Epoch [44][1500/2505] lr: 5.000e-05, eta: 19:23:41, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7620, top5_acc: 0.9047, loss_cls: 0.9604, loss: 0.9604, grad_norm: 17.5927 2020-08-11 16:27:50,526 - mmaction - INFO - Epoch [44][1520/2505] lr: 5.000e-05, eta: 19:23:02, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7641, top5_acc: 0.9083, loss_cls: 0.9377, loss: 0.9377, grad_norm: 17.4971 2020-08-11 16:28:27,623 - mmaction - INFO - Epoch [44][1540/2505] lr: 5.000e-05, eta: 19:22:22, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7682, top5_acc: 0.8964, loss_cls: 0.9744, loss: 0.9744, grad_norm: 17.4663 2020-08-11 16:29:04,818 - mmaction - INFO - Epoch [44][1560/2505] lr: 5.000e-05, eta: 19:21:43, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7667, top5_acc: 0.8990, loss_cls: 0.9436, loss: 0.9436, grad_norm: 17.5283 2020-08-11 16:29:41,962 - mmaction - INFO - Epoch [44][1580/2505] lr: 5.000e-05, eta: 19:21:04, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7573, top5_acc: 0.9078, loss_cls: 0.9789, loss: 0.9789, grad_norm: 18.7834 2020-08-11 16:30:19,119 - mmaction - INFO - Epoch [44][1600/2505] lr: 5.000e-05, eta: 19:20:25, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7698, top5_acc: 0.9021, loss_cls: 0.9579, loss: 0.9579, grad_norm: 17.4502 2020-08-11 16:30:56,344 - mmaction - INFO - Epoch [44][1620/2505] lr: 5.000e-05, eta: 19:19:46, time: 1.861, data_time: 0.003, memory: 8521, top1_acc: 0.7630, top5_acc: 0.8969, loss_cls: 0.9617, loss: 0.9617, grad_norm: 17.5040 2020-08-11 16:31:33,563 - mmaction - INFO - Epoch [44][1640/2505] lr: 5.000e-05, eta: 19:19:06, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7568, top5_acc: 0.9078, loss_cls: 0.9428, loss: 0.9428, grad_norm: 18.4138 2020-08-11 16:32:10,722 - mmaction - INFO - Epoch [44][1660/2505] lr: 5.000e-05, eta: 19:18:27, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7646, top5_acc: 0.9052, loss_cls: 0.9498, loss: 0.9498, grad_norm: 17.8916 2020-08-11 16:32:47,961 - mmaction - INFO - Epoch [44][1680/2505] lr: 5.000e-05, eta: 19:17:48, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7589, top5_acc: 0.8958, loss_cls: 1.0052, loss: 1.0052, grad_norm: 18.4513 2020-08-11 16:33:25,127 - mmaction - INFO - Epoch [44][1700/2505] lr: 5.000e-05, eta: 19:17:09, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7651, top5_acc: 0.9016, loss_cls: 0.9862, loss: 0.9862, grad_norm: 17.3823 2020-08-11 16:34:02,301 - mmaction - INFO - Epoch [44][1720/2505] lr: 5.000e-05, eta: 19:16:30, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7698, top5_acc: 0.8979, loss_cls: 0.9933, loss: 0.9933, grad_norm: 17.1493 2020-08-11 16:34:39,598 - mmaction - INFO - Epoch [44][1740/2505] lr: 5.000e-05, eta: 19:15:50, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7609, top5_acc: 0.8943, loss_cls: 1.0075, loss: 1.0075, grad_norm: 17.2956 2020-08-11 16:35:16,773 - mmaction - INFO - Epoch [44][1760/2505] lr: 5.000e-05, eta: 19:15:11, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7479, top5_acc: 0.8958, loss_cls: 1.0640, loss: 1.0640, grad_norm: 18.8696 2020-08-11 16:35:54,041 - mmaction - INFO - Epoch [44][1780/2505] lr: 5.000e-05, eta: 19:14:32, time: 1.863, data_time: 0.004, memory: 8521, top1_acc: 0.7625, top5_acc: 0.8964, loss_cls: 0.9603, loss: 0.9603, grad_norm: 18.3400 2020-08-11 16:36:31,216 - mmaction - INFO - Epoch [44][1800/2505] lr: 5.000e-05, eta: 19:13:53, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7625, top5_acc: 0.9021, loss_cls: 0.9727, loss: 0.9727, grad_norm: 18.2717 2020-08-11 16:37:08,323 - mmaction - INFO - Epoch [44][1820/2505] lr: 5.000e-05, eta: 19:13:14, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7729, top5_acc: 0.9094, loss_cls: 0.9259, loss: 0.9259, grad_norm: 17.9634 2020-08-11 16:37:45,510 - mmaction - INFO - Epoch [44][1840/2505] lr: 5.000e-05, eta: 19:12:34, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7516, top5_acc: 0.9016, loss_cls: 0.9903, loss: 0.9903, grad_norm: 17.6755 2020-08-11 16:38:22,603 - mmaction - INFO - Epoch [44][1860/2505] lr: 5.000e-05, eta: 19:11:55, time: 1.854, data_time: 0.000, memory: 8521, top1_acc: 0.7750, top5_acc: 0.9063, loss_cls: 0.9180, loss: 0.9180, grad_norm: 16.9655 2020-08-11 16:38:59,683 - mmaction - INFO - Epoch [44][1880/2505] lr: 5.000e-05, eta: 19:11:16, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.7604, top5_acc: 0.8984, loss_cls: 0.9879, loss: 0.9879, grad_norm: 17.6259 2020-08-11 16:39:36,917 - mmaction - INFO - Epoch [44][1900/2505] lr: 5.000e-05, eta: 19:10:37, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7589, top5_acc: 0.9099, loss_cls: 0.9684, loss: 0.9684, grad_norm: 17.5285 2020-08-11 16:40:14,645 - mmaction - INFO - Epoch [44][1920/2505] lr: 5.000e-05, eta: 19:09:58, time: 1.885, data_time: 0.001, memory: 8521, top1_acc: 0.7594, top5_acc: 0.9125, loss_cls: 0.9643, loss: 0.9643, grad_norm: 18.6272 2020-08-11 16:40:51,963 - mmaction - INFO - Epoch [44][1940/2505] lr: 5.000e-05, eta: 19:09:19, time: 1.868, data_time: 0.006, memory: 8521, top1_acc: 0.7469, top5_acc: 0.8979, loss_cls: 1.0231, loss: 1.0231, grad_norm: 18.8994 2020-08-11 16:41:29,214 - mmaction - INFO - Epoch [44][1960/2505] lr: 5.000e-05, eta: 19:08:39, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7516, top5_acc: 0.8953, loss_cls: 1.0034, loss: 1.0034, grad_norm: 17.6520 2020-08-11 16:42:06,376 - mmaction - INFO - Epoch [44][1980/2505] lr: 5.000e-05, eta: 19:08:00, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7563, top5_acc: 0.9063, loss_cls: 0.9691, loss: 0.9691, grad_norm: 17.4243 2020-08-11 16:42:43,606 - mmaction - INFO - Epoch [44][2000/2505] lr: 5.000e-05, eta: 19:07:21, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7474, top5_acc: 0.9026, loss_cls: 1.0352, loss: 1.0352, grad_norm: 18.6962 2020-08-11 16:43:20,859 - mmaction - INFO - Epoch [44][2020/2505] lr: 5.000e-05, eta: 19:06:42, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7604, top5_acc: 0.9052, loss_cls: 0.9334, loss: 0.9334, grad_norm: 17.7297 2020-08-11 16:43:58,049 - mmaction - INFO - Epoch [44][2040/2505] lr: 5.000e-05, eta: 19:06:03, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7620, top5_acc: 0.8937, loss_cls: 0.9802, loss: 0.9802, grad_norm: 17.6886 2020-08-11 16:44:35,242 - mmaction - INFO - Epoch [44][2060/2505] lr: 5.000e-05, eta: 19:05:23, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7688, top5_acc: 0.9057, loss_cls: 0.9336, loss: 0.9336, grad_norm: 18.2208 2020-08-11 16:45:12,502 - mmaction - INFO - Epoch [44][2080/2505] lr: 5.000e-05, eta: 19:04:44, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7406, top5_acc: 0.9000, loss_cls: 1.0451, loss: 1.0451, grad_norm: 18.9473 2020-08-11 16:45:49,763 - mmaction - INFO - Epoch [44][2100/2505] lr: 5.000e-05, eta: 19:04:05, time: 1.863, data_time: 0.002, memory: 8521, top1_acc: 0.7526, top5_acc: 0.8943, loss_cls: 1.0083, loss: 1.0083, grad_norm: 18.1761 2020-08-11 16:46:27,072 - mmaction - INFO - Epoch [44][2120/2505] lr: 5.000e-05, eta: 19:03:26, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7672, top5_acc: 0.8995, loss_cls: 0.9625, loss: 0.9625, grad_norm: 17.4788 2020-08-11 16:47:04,243 - mmaction - INFO - Epoch [44][2140/2505] lr: 5.000e-05, eta: 19:02:47, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7724, top5_acc: 0.9010, loss_cls: 0.9511, loss: 0.9511, grad_norm: 17.8267 2020-08-11 16:47:41,402 - mmaction - INFO - Epoch [44][2160/2505] lr: 5.000e-05, eta: 19:02:08, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7542, top5_acc: 0.8932, loss_cls: 1.0059, loss: 1.0059, grad_norm: 17.9446 2020-08-11 16:48:18,671 - mmaction - INFO - Epoch [44][2180/2505] lr: 5.000e-05, eta: 19:01:28, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7536, top5_acc: 0.8953, loss_cls: 1.0084, loss: 1.0084, grad_norm: 17.8479 2020-08-11 16:48:55,973 - mmaction - INFO - Epoch [44][2200/2505] lr: 5.000e-05, eta: 19:00:49, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7625, top5_acc: 0.9083, loss_cls: 0.9592, loss: 0.9592, grad_norm: 18.1081 2020-08-11 16:49:33,112 - mmaction - INFO - Epoch [44][2220/2505] lr: 5.000e-05, eta: 19:00:10, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7729, top5_acc: 0.9125, loss_cls: 0.9234, loss: 0.9234, grad_norm: 16.9944 2020-08-11 16:50:10,237 - mmaction - INFO - Epoch [44][2240/2505] lr: 5.000e-05, eta: 18:59:31, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7823, top5_acc: 0.9214, loss_cls: 0.8879, loss: 0.8879, grad_norm: 17.4568 2020-08-11 16:50:47,552 - mmaction - INFO - Epoch [44][2260/2505] lr: 5.000e-05, eta: 18:58:52, time: 1.866, data_time: 0.003, memory: 8521, top1_acc: 0.7464, top5_acc: 0.8937, loss_cls: 1.0137, loss: 1.0137, grad_norm: 17.9841 2020-08-11 16:51:24,718 - mmaction - INFO - Epoch [44][2280/2505] lr: 5.000e-05, eta: 18:58:12, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7562, top5_acc: 0.8901, loss_cls: 1.0083, loss: 1.0083, grad_norm: 18.2698 2020-08-11 16:52:01,908 - mmaction - INFO - Epoch [44][2300/2505] lr: 5.000e-05, eta: 18:57:33, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7641, top5_acc: 0.9052, loss_cls: 0.9608, loss: 0.9608, grad_norm: 18.2011 2020-08-11 16:52:39,072 - mmaction - INFO - Epoch [44][2320/2505] lr: 5.000e-05, eta: 18:56:54, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7677, top5_acc: 0.9005, loss_cls: 0.9600, loss: 0.9600, grad_norm: 17.3258 2020-08-11 16:53:16,159 - mmaction - INFO - Epoch [44][2340/2505] lr: 5.000e-05, eta: 18:56:15, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7536, top5_acc: 0.9068, loss_cls: 1.0216, loss: 1.0216, grad_norm: 18.3041 2020-08-11 16:53:53,376 - mmaction - INFO - Epoch [44][2360/2505] lr: 5.000e-05, eta: 18:55:36, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7630, top5_acc: 0.9010, loss_cls: 0.9723, loss: 0.9723, grad_norm: 17.4225 2020-08-11 16:54:30,737 - mmaction - INFO - Epoch [44][2380/2505] lr: 5.000e-05, eta: 18:54:57, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7693, top5_acc: 0.9000, loss_cls: 0.9480, loss: 0.9480, grad_norm: 17.5604 2020-08-11 16:55:07,989 - mmaction - INFO - Epoch [44][2400/2505] lr: 5.000e-05, eta: 18:54:17, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7828, top5_acc: 0.9161, loss_cls: 0.8707, loss: 0.8707, grad_norm: 17.5377 2020-08-11 16:55:45,139 - mmaction - INFO - Epoch [44][2420/2505] lr: 5.000e-05, eta: 18:53:38, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7641, top5_acc: 0.9036, loss_cls: 0.9303, loss: 0.9303, grad_norm: 17.8689 2020-08-11 16:56:22,317 - mmaction - INFO - Epoch [44][2440/2505] lr: 5.000e-05, eta: 18:52:59, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7760, top5_acc: 0.9063, loss_cls: 0.9364, loss: 0.9364, grad_norm: 17.8349 2020-08-11 16:56:59,465 - mmaction - INFO - Epoch [44][2460/2505] lr: 5.000e-05, eta: 18:52:20, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7510, top5_acc: 0.8948, loss_cls: 1.0244, loss: 1.0244, grad_norm: 18.7884 2020-08-11 16:57:36,654 - mmaction - INFO - Epoch [44][2480/2505] lr: 5.000e-05, eta: 18:51:41, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7740, top5_acc: 0.9016, loss_cls: 0.9528, loss: 0.9528, grad_norm: 18.1526 2020-08-11 16:58:13,835 - mmaction - INFO - Epoch [44][2500/2505] lr: 5.000e-05, eta: 18:51:02, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7771, top5_acc: 0.9120, loss_cls: 0.9179, loss: 0.9179, grad_norm: 17.5701 2020-08-11 16:58:32,009 - mmaction - INFO - Saving checkpoint at 44 epochs 2020-08-11 17:00:06,849 - mmaction - INFO - Epoch [45][20/2505] lr: 5.000e-05, eta: 18:50:27, time: 4.643, data_time: 2.604, memory: 8521, top1_acc: 0.7562, top5_acc: 0.9026, loss_cls: 0.9575, loss: 0.9575, grad_norm: 18.1115 2020-08-11 17:00:44,800 - mmaction - INFO - Epoch [45][40/2505] lr: 5.000e-05, eta: 18:49:48, time: 1.900, data_time: 0.010, memory: 8521, top1_acc: 0.7661, top5_acc: 0.8901, loss_cls: 0.9975, loss: 0.9975, grad_norm: 17.8997 2020-08-11 17:01:22,435 - mmaction - INFO - Epoch [45][60/2505] lr: 5.000e-05, eta: 18:49:09, time: 1.882, data_time: 0.001, memory: 8521, top1_acc: 0.7531, top5_acc: 0.9021, loss_cls: 0.9933, loss: 0.9933, grad_norm: 19.0137 2020-08-11 17:02:00,171 - mmaction - INFO - Epoch [45][80/2505] lr: 5.000e-05, eta: 18:48:30, time: 1.887, data_time: 0.001, memory: 8521, top1_acc: 0.7646, top5_acc: 0.9120, loss_cls: 0.9472, loss: 0.9472, grad_norm: 18.1699 2020-08-11 17:02:37,927 - mmaction - INFO - Epoch [45][100/2505] lr: 5.000e-05, eta: 18:47:51, time: 1.888, data_time: 0.001, memory: 8521, top1_acc: 0.7760, top5_acc: 0.9057, loss_cls: 0.9320, loss: 0.9320, grad_norm: 18.6052 2020-08-11 17:03:15,461 - mmaction - INFO - Epoch [45][120/2505] lr: 5.000e-05, eta: 18:47:12, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.7672, top5_acc: 0.9089, loss_cls: 0.9320, loss: 0.9320, grad_norm: 17.8853 2020-08-11 17:03:53,075 - mmaction - INFO - Epoch [45][140/2505] lr: 5.000e-05, eta: 18:46:33, time: 1.881, data_time: 0.001, memory: 8521, top1_acc: 0.7573, top5_acc: 0.9005, loss_cls: 0.9814, loss: 0.9814, grad_norm: 18.1319 2020-08-11 17:04:30,546 - mmaction - INFO - Epoch [45][160/2505] lr: 5.000e-05, eta: 18:45:54, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.7672, top5_acc: 0.8948, loss_cls: 0.9773, loss: 0.9773, grad_norm: 17.8027 2020-08-11 17:05:08,525 - mmaction - INFO - Epoch [45][180/2505] lr: 5.000e-05, eta: 18:45:15, time: 1.898, data_time: 0.001, memory: 8521, top1_acc: 0.7620, top5_acc: 0.9026, loss_cls: 0.9591, loss: 0.9591, grad_norm: 17.9989 2020-08-11 17:05:46,030 - mmaction - INFO - Epoch [45][200/2505] lr: 5.000e-05, eta: 18:44:36, time: 1.876, data_time: 0.003, memory: 8521, top1_acc: 0.7703, top5_acc: 0.9099, loss_cls: 0.9178, loss: 0.9178, grad_norm: 17.6717 2020-08-11 17:06:23,416 - mmaction - INFO - Epoch [45][220/2505] lr: 5.000e-05, eta: 18:43:57, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.7703, top5_acc: 0.9042, loss_cls: 0.9296, loss: 0.9296, grad_norm: 17.4834 2020-08-11 17:07:00,847 - mmaction - INFO - Epoch [45][240/2505] lr: 5.000e-05, eta: 18:43:18, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.7552, top5_acc: 0.8953, loss_cls: 0.9976, loss: 0.9976, grad_norm: 18.7734 2020-08-11 17:07:38,098 - mmaction - INFO - Epoch [45][260/2505] lr: 5.000e-05, eta: 18:42:39, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7687, top5_acc: 0.9010, loss_cls: 0.9642, loss: 0.9642, grad_norm: 18.1015 2020-08-11 17:08:15,520 - mmaction - INFO - Epoch [45][280/2505] lr: 5.000e-05, eta: 18:42:00, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.7776, top5_acc: 0.9063, loss_cls: 0.8966, loss: 0.8966, grad_norm: 17.4563 2020-08-11 17:08:52,851 - mmaction - INFO - Epoch [45][300/2505] lr: 5.000e-05, eta: 18:41:20, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7620, top5_acc: 0.9042, loss_cls: 0.9583, loss: 0.9583, grad_norm: 18.1878 2020-08-11 17:09:30,191 - mmaction - INFO - Epoch [45][320/2505] lr: 5.000e-05, eta: 18:40:41, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7609, top5_acc: 0.9000, loss_cls: 0.9913, loss: 0.9913, grad_norm: 18.9473 2020-08-11 17:10:07,681 - mmaction - INFO - Epoch [45][340/2505] lr: 5.000e-05, eta: 18:40:02, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.7552, top5_acc: 0.8990, loss_cls: 1.0134, loss: 1.0134, grad_norm: 18.8566 2020-08-11 17:10:45,043 - mmaction - INFO - Epoch [45][360/2505] lr: 5.000e-05, eta: 18:39:23, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7542, top5_acc: 0.9026, loss_cls: 0.9782, loss: 0.9782, grad_norm: 18.3464 2020-08-11 17:11:22,536 - mmaction - INFO - Epoch [45][380/2505] lr: 5.000e-05, eta: 18:38:44, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.7578, top5_acc: 0.8948, loss_cls: 1.0016, loss: 1.0016, grad_norm: 17.6601 2020-08-11 17:11:59,829 - mmaction - INFO - Epoch [45][400/2505] lr: 5.000e-05, eta: 18:38:05, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7635, top5_acc: 0.9104, loss_cls: 0.9244, loss: 0.9244, grad_norm: 16.8950 2020-08-11 17:12:37,228 - mmaction - INFO - Epoch [45][420/2505] lr: 5.000e-05, eta: 18:37:26, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7474, top5_acc: 0.8859, loss_cls: 1.0523, loss: 1.0523, grad_norm: 17.8896 2020-08-11 17:13:14,577 - mmaction - INFO - Epoch [45][440/2505] lr: 5.000e-05, eta: 18:36:47, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7557, top5_acc: 0.9057, loss_cls: 0.9869, loss: 0.9869, grad_norm: 18.2912 2020-08-11 17:13:51,895 - mmaction - INFO - Epoch [45][460/2505] lr: 5.000e-05, eta: 18:36:08, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7667, top5_acc: 0.9135, loss_cls: 0.9267, loss: 0.9267, grad_norm: 17.8095 2020-08-11 17:14:29,295 - mmaction - INFO - Epoch [45][480/2505] lr: 5.000e-05, eta: 18:35:28, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7469, top5_acc: 0.8958, loss_cls: 1.0156, loss: 1.0156, grad_norm: 18.3745 2020-08-11 17:15:06,649 - mmaction - INFO - Epoch [45][500/2505] lr: 5.000e-05, eta: 18:34:49, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7615, top5_acc: 0.9047, loss_cls: 0.9626, loss: 0.9626, grad_norm: 17.9786 2020-08-11 17:15:44,053 - mmaction - INFO - Epoch [45][520/2505] lr: 5.000e-05, eta: 18:34:10, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7615, top5_acc: 0.9052, loss_cls: 0.9479, loss: 0.9479, grad_norm: 17.7011 2020-08-11 17:16:21,252 - mmaction - INFO - Epoch [45][540/2505] lr: 5.000e-05, eta: 18:33:31, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7313, top5_acc: 0.8995, loss_cls: 1.0472, loss: 1.0472, grad_norm: 19.0965 2020-08-11 17:16:58,529 - mmaction - INFO - Epoch [45][560/2505] lr: 5.000e-05, eta: 18:32:52, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7813, top5_acc: 0.9104, loss_cls: 0.8864, loss: 0.8864, grad_norm: 17.4403 2020-08-11 17:17:35,768 - mmaction - INFO - Epoch [45][580/2505] lr: 5.000e-05, eta: 18:32:13, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7552, top5_acc: 0.9010, loss_cls: 0.9807, loss: 0.9807, grad_norm: 17.8056 2020-08-11 17:18:13,218 - mmaction - INFO - Epoch [45][600/2505] lr: 5.000e-05, eta: 18:31:34, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.7797, top5_acc: 0.9125, loss_cls: 0.9130, loss: 0.9130, grad_norm: 18.0194 2020-08-11 17:18:50,569 - mmaction - INFO - Epoch [45][620/2505] lr: 5.000e-05, eta: 18:30:55, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7833, top5_acc: 0.9073, loss_cls: 0.8948, loss: 0.8948, grad_norm: 17.7606 2020-08-11 17:19:27,840 - mmaction - INFO - Epoch [45][640/2505] lr: 5.000e-05, eta: 18:30:15, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7677, top5_acc: 0.8958, loss_cls: 0.9632, loss: 0.9632, grad_norm: 17.9237 2020-08-11 17:20:05,283 - mmaction - INFO - Epoch [45][660/2505] lr: 5.000e-05, eta: 18:29:36, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.7568, top5_acc: 0.9073, loss_cls: 0.9809, loss: 0.9809, grad_norm: 18.1822 2020-08-11 17:20:42,652 - mmaction - INFO - Epoch [45][680/2505] lr: 5.000e-05, eta: 18:28:57, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7844, top5_acc: 0.9089, loss_cls: 0.9085, loss: 0.9085, grad_norm: 17.5687 2020-08-11 17:21:19,969 - mmaction - INFO - Epoch [45][700/2505] lr: 5.000e-05, eta: 18:28:18, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7740, top5_acc: 0.9063, loss_cls: 0.9329, loss: 0.9329, grad_norm: 17.4198 2020-08-11 17:21:57,190 - mmaction - INFO - Epoch [45][720/2505] lr: 5.000e-05, eta: 18:27:39, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7672, top5_acc: 0.9021, loss_cls: 0.9538, loss: 0.9538, grad_norm: 18.0686 2020-08-11 17:22:34,491 - mmaction - INFO - Epoch [45][740/2505] lr: 5.000e-05, eta: 18:27:00, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7651, top5_acc: 0.9021, loss_cls: 0.9005, loss: 0.9005, grad_norm: 17.8433 2020-08-11 17:23:11,773 - mmaction - INFO - Epoch [45][760/2505] lr: 5.000e-05, eta: 18:26:21, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7490, top5_acc: 0.9000, loss_cls: 1.0231, loss: 1.0231, grad_norm: 18.9491 2020-08-11 17:23:49,126 - mmaction - INFO - Epoch [45][780/2505] lr: 5.000e-05, eta: 18:25:42, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7682, top5_acc: 0.9016, loss_cls: 0.9417, loss: 0.9417, grad_norm: 17.9156 2020-08-11 17:24:26,534 - mmaction - INFO - Epoch [45][800/2505] lr: 5.000e-05, eta: 18:25:03, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.7474, top5_acc: 0.9005, loss_cls: 1.0273, loss: 1.0273, grad_norm: 18.6760 2020-08-11 17:25:03,897 - mmaction - INFO - Epoch [45][820/2505] lr: 5.000e-05, eta: 18:24:23, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7672, top5_acc: 0.9026, loss_cls: 0.9623, loss: 0.9623, grad_norm: 17.6995 2020-08-11 17:25:41,358 - mmaction - INFO - Epoch [45][840/2505] lr: 5.000e-05, eta: 18:23:44, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.7714, top5_acc: 0.8974, loss_cls: 0.9834, loss: 0.9834, grad_norm: 18.0825 2020-08-11 17:26:18,724 - mmaction - INFO - Epoch [45][860/2505] lr: 5.000e-05, eta: 18:23:05, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7667, top5_acc: 0.9000, loss_cls: 0.9367, loss: 0.9367, grad_norm: 17.7330 2020-08-11 17:26:56,029 - mmaction - INFO - Epoch [45][880/2505] lr: 5.000e-05, eta: 18:22:26, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7505, top5_acc: 0.9068, loss_cls: 0.9762, loss: 0.9762, grad_norm: 18.6061 2020-08-11 17:27:33,243 - mmaction - INFO - Epoch [45][900/2505] lr: 5.000e-05, eta: 18:21:47, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7599, top5_acc: 0.9031, loss_cls: 0.9450, loss: 0.9450, grad_norm: 18.6324 2020-08-11 17:28:10,484 - mmaction - INFO - Epoch [45][920/2505] lr: 5.000e-05, eta: 18:21:08, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7682, top5_acc: 0.9104, loss_cls: 0.9187, loss: 0.9187, grad_norm: 17.2858 2020-08-11 17:28:47,594 - mmaction - INFO - Epoch [45][940/2505] lr: 5.000e-05, eta: 18:20:29, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7703, top5_acc: 0.9036, loss_cls: 0.9452, loss: 0.9452, grad_norm: 17.4914 2020-08-11 17:29:24,827 - mmaction - INFO - Epoch [45][960/2505] lr: 5.000e-05, eta: 18:19:50, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7458, top5_acc: 0.9026, loss_cls: 1.0161, loss: 1.0161, grad_norm: 17.7422 2020-08-11 17:30:01,922 - mmaction - INFO - Epoch [45][980/2505] lr: 5.000e-05, eta: 18:19:10, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7484, top5_acc: 0.8932, loss_cls: 1.0178, loss: 1.0178, grad_norm: 17.8654 2020-08-11 17:30:39,109 - mmaction - INFO - Epoch [45][1000/2505] lr: 5.000e-05, eta: 18:18:31, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7661, top5_acc: 0.9021, loss_cls: 0.9537, loss: 0.9537, grad_norm: 17.2091 2020-08-11 17:31:16,214 - mmaction - INFO - Epoch [45][1020/2505] lr: 5.000e-05, eta: 18:17:52, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7656, top5_acc: 0.8990, loss_cls: 0.9508, loss: 0.9508, grad_norm: 16.7986 2020-08-11 17:31:53,481 - mmaction - INFO - Epoch [45][1040/2505] lr: 5.000e-05, eta: 18:17:13, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7635, top5_acc: 0.8953, loss_cls: 0.9846, loss: 0.9846, grad_norm: 17.5366 2020-08-11 17:32:30,580 - mmaction - INFO - Epoch [45][1060/2505] lr: 5.000e-05, eta: 18:16:34, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7667, top5_acc: 0.9021, loss_cls: 0.9553, loss: 0.9553, grad_norm: 17.9837 2020-08-11 17:33:07,675 - mmaction - INFO - Epoch [45][1080/2505] lr: 5.000e-05, eta: 18:15:55, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7562, top5_acc: 0.8969, loss_cls: 0.9967, loss: 0.9967, grad_norm: 17.7107 2020-08-11 17:33:44,948 - mmaction - INFO - Epoch [45][1100/2505] lr: 5.000e-05, eta: 18:15:15, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7609, top5_acc: 0.8964, loss_cls: 0.9863, loss: 0.9863, grad_norm: 17.5629 2020-08-11 17:34:22,186 - mmaction - INFO - Epoch [45][1120/2505] lr: 5.000e-05, eta: 18:14:36, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7599, top5_acc: 0.8932, loss_cls: 0.9908, loss: 0.9908, grad_norm: 17.5680 2020-08-11 17:34:59,469 - mmaction - INFO - Epoch [45][1140/2505] lr: 5.000e-05, eta: 18:13:57, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7531, top5_acc: 0.8932, loss_cls: 0.9941, loss: 0.9941, grad_norm: 18.7267 2020-08-11 17:35:36,629 - mmaction - INFO - Epoch [45][1160/2505] lr: 5.000e-05, eta: 18:13:18, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7630, top5_acc: 0.9052, loss_cls: 0.9755, loss: 0.9755, grad_norm: 17.7118 2020-08-11 17:36:15,755 - mmaction - INFO - Epoch [45][1180/2505] lr: 5.000e-05, eta: 18:12:39, time: 1.948, data_time: 0.004, memory: 8521, top1_acc: 0.7521, top5_acc: 0.8958, loss_cls: 1.0065, loss: 1.0065, grad_norm: 18.3573 2020-08-11 17:36:53,143 - mmaction - INFO - Epoch [45][1200/2505] lr: 5.000e-05, eta: 18:12:00, time: 1.877, data_time: 0.020, memory: 8521, top1_acc: 0.7630, top5_acc: 0.9031, loss_cls: 0.9560, loss: 0.9560, grad_norm: 17.9071 2020-08-11 17:37:30,361 - mmaction - INFO - Epoch [45][1220/2505] lr: 5.000e-05, eta: 18:11:21, time: 1.861, data_time: 0.002, memory: 8521, top1_acc: 0.7734, top5_acc: 0.9094, loss_cls: 0.9200, loss: 0.9200, grad_norm: 17.8427 2020-08-11 17:38:07,460 - mmaction - INFO - Epoch [45][1240/2505] lr: 5.000e-05, eta: 18:10:42, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7698, top5_acc: 0.9047, loss_cls: 0.9232, loss: 0.9232, grad_norm: 17.1183 2020-08-11 17:38:44,644 - mmaction - INFO - Epoch [45][1260/2505] lr: 5.000e-05, eta: 18:10:03, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7630, top5_acc: 0.9120, loss_cls: 0.9218, loss: 0.9218, grad_norm: 18.2619 2020-08-11 17:39:21,763 - mmaction - INFO - Epoch [45][1280/2505] lr: 5.000e-05, eta: 18:09:24, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7635, top5_acc: 0.8995, loss_cls: 1.0039, loss: 1.0039, grad_norm: 18.2861 2020-08-11 17:39:59,167 - mmaction - INFO - Epoch [45][1300/2505] lr: 5.000e-05, eta: 18:08:45, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7526, top5_acc: 0.9042, loss_cls: 0.9871, loss: 0.9871, grad_norm: 18.7294 2020-08-11 17:40:36,848 - mmaction - INFO - Epoch [45][1320/2505] lr: 5.000e-05, eta: 18:08:06, time: 1.884, data_time: 0.001, memory: 8521, top1_acc: 0.7578, top5_acc: 0.8953, loss_cls: 0.9796, loss: 0.9796, grad_norm: 17.2765 2020-08-11 17:41:14,355 - mmaction - INFO - Epoch [45][1340/2505] lr: 5.000e-05, eta: 18:07:27, time: 1.876, data_time: 0.008, memory: 8521, top1_acc: 0.7391, top5_acc: 0.8891, loss_cls: 1.0699, loss: 1.0699, grad_norm: 18.6126 2020-08-11 17:41:51,637 - mmaction - INFO - Epoch [45][1360/2505] lr: 5.000e-05, eta: 18:06:47, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7786, top5_acc: 0.9073, loss_cls: 0.9058, loss: 0.9058, grad_norm: 16.8928 2020-08-11 17:42:28,830 - mmaction - INFO - Epoch [45][1380/2505] lr: 5.000e-05, eta: 18:06:08, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7526, top5_acc: 0.8943, loss_cls: 1.0052, loss: 1.0052, grad_norm: 18.2149 2020-08-11 17:43:06,016 - mmaction - INFO - Epoch [45][1400/2505] lr: 5.000e-05, eta: 18:05:29, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7510, top5_acc: 0.8937, loss_cls: 1.0327, loss: 1.0327, grad_norm: 18.0993 2020-08-11 17:43:43,316 - mmaction - INFO - Epoch [45][1420/2505] lr: 5.000e-05, eta: 18:04:50, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7776, top5_acc: 0.9083, loss_cls: 0.9336, loss: 0.9336, grad_norm: 17.5317 2020-08-11 17:44:20,481 - mmaction - INFO - Epoch [45][1440/2505] lr: 5.000e-05, eta: 18:04:11, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7870, top5_acc: 0.9099, loss_cls: 0.8823, loss: 0.8823, grad_norm: 17.0913 2020-08-11 17:44:57,685 - mmaction - INFO - Epoch [45][1460/2505] lr: 5.000e-05, eta: 18:03:32, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7745, top5_acc: 0.9146, loss_cls: 0.9283, loss: 0.9283, grad_norm: 18.1102 2020-08-11 17:45:36,147 - mmaction - INFO - Epoch [45][1480/2505] lr: 5.000e-05, eta: 18:02:53, time: 1.916, data_time: 0.001, memory: 8521, top1_acc: 0.7620, top5_acc: 0.8990, loss_cls: 0.9569, loss: 0.9569, grad_norm: 18.4576 2020-08-11 17:46:13,520 - mmaction - INFO - Epoch [45][1500/2505] lr: 5.000e-05, eta: 18:02:14, time: 1.876, data_time: 0.009, memory: 8521, top1_acc: 0.7740, top5_acc: 0.9089, loss_cls: 0.8984, loss: 0.8984, grad_norm: 17.8251 2020-08-11 17:46:50,889 - mmaction - INFO - Epoch [45][1520/2505] lr: 5.000e-05, eta: 18:01:35, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.7552, top5_acc: 0.9036, loss_cls: 1.0000, loss: 1.0000, grad_norm: 18.6289 2020-08-11 17:47:28,153 - mmaction - INFO - Epoch [45][1540/2505] lr: 5.000e-05, eta: 18:00:56, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7484, top5_acc: 0.9036, loss_cls: 0.9766, loss: 0.9766, grad_norm: 16.9399 2020-08-11 17:48:05,310 - mmaction - INFO - Epoch [45][1560/2505] lr: 5.000e-05, eta: 18:00:17, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7656, top5_acc: 0.8995, loss_cls: 0.9452, loss: 0.9452, grad_norm: 18.1020 2020-08-11 17:48:42,476 - mmaction - INFO - Epoch [45][1580/2505] lr: 5.000e-05, eta: 17:59:38, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7818, top5_acc: 0.9021, loss_cls: 0.9237, loss: 0.9237, grad_norm: 17.6328 2020-08-11 17:49:19,828 - mmaction - INFO - Epoch [45][1600/2505] lr: 5.000e-05, eta: 17:58:58, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7578, top5_acc: 0.9016, loss_cls: 0.9813, loss: 0.9813, grad_norm: 18.2776 2020-08-11 17:49:57,161 - mmaction - INFO - Epoch [45][1620/2505] lr: 5.000e-05, eta: 17:58:19, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7594, top5_acc: 0.9036, loss_cls: 0.9626, loss: 0.9626, grad_norm: 17.8071 2020-08-11 17:50:34,860 - mmaction - INFO - Epoch [45][1640/2505] lr: 5.000e-05, eta: 17:57:40, time: 1.885, data_time: 0.001, memory: 8521, top1_acc: 0.7651, top5_acc: 0.8953, loss_cls: 0.9612, loss: 0.9612, grad_norm: 18.8030 2020-08-11 17:51:12,230 - mmaction - INFO - Epoch [45][1660/2505] lr: 5.000e-05, eta: 17:57:01, time: 1.869, data_time: 0.003, memory: 8521, top1_acc: 0.7656, top5_acc: 0.8958, loss_cls: 0.9848, loss: 0.9848, grad_norm: 18.5163 2020-08-11 17:51:49,678 - mmaction - INFO - Epoch [45][1680/2505] lr: 5.000e-05, eta: 17:56:22, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.7542, top5_acc: 0.9000, loss_cls: 0.9953, loss: 0.9953, grad_norm: 18.2501 2020-08-11 17:52:27,048 - mmaction - INFO - Epoch [45][1700/2505] lr: 5.000e-05, eta: 17:55:43, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7812, top5_acc: 0.9141, loss_cls: 0.8930, loss: 0.8930, grad_norm: 17.8360 2020-08-11 17:53:04,356 - mmaction - INFO - Epoch [45][1720/2505] lr: 5.000e-05, eta: 17:55:04, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7885, top5_acc: 0.9109, loss_cls: 0.8937, loss: 0.8937, grad_norm: 17.6730 2020-08-11 17:53:41,582 - mmaction - INFO - Epoch [45][1740/2505] lr: 5.000e-05, eta: 17:54:25, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7859, top5_acc: 0.9182, loss_cls: 0.8489, loss: 0.8489, grad_norm: 17.5392 2020-08-11 17:54:18,865 - mmaction - INFO - Epoch [45][1760/2505] lr: 5.000e-05, eta: 17:53:46, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7750, top5_acc: 0.9089, loss_cls: 0.9126, loss: 0.9126, grad_norm: 18.5601 2020-08-11 17:54:56,209 - mmaction - INFO - Epoch [45][1780/2505] lr: 5.000e-05, eta: 17:53:07, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7547, top5_acc: 0.8865, loss_cls: 1.0099, loss: 1.0099, grad_norm: 18.3828 2020-08-11 17:55:33,415 - mmaction - INFO - Epoch [45][1800/2505] lr: 5.000e-05, eta: 17:52:28, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7578, top5_acc: 0.9057, loss_cls: 0.9603, loss: 0.9603, grad_norm: 18.0837 2020-08-11 17:56:10,658 - mmaction - INFO - Epoch [45][1820/2505] lr: 5.000e-05, eta: 17:51:49, time: 1.862, data_time: 0.002, memory: 8521, top1_acc: 0.7573, top5_acc: 0.9021, loss_cls: 0.9700, loss: 0.9700, grad_norm: 18.0799 2020-08-11 17:56:47,914 - mmaction - INFO - Epoch [45][1840/2505] lr: 5.000e-05, eta: 17:51:09, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7609, top5_acc: 0.9109, loss_cls: 0.9568, loss: 0.9568, grad_norm: 18.1494 2020-08-11 17:57:25,147 - mmaction - INFO - Epoch [45][1860/2505] lr: 5.000e-05, eta: 17:50:30, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7734, top5_acc: 0.9089, loss_cls: 0.9199, loss: 0.9199, grad_norm: 17.7611 2020-08-11 17:58:02,326 - mmaction - INFO - Epoch [45][1880/2505] lr: 5.000e-05, eta: 17:49:51, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7792, top5_acc: 0.9057, loss_cls: 0.9088, loss: 0.9088, grad_norm: 17.8764 2020-08-11 17:58:39,487 - mmaction - INFO - Epoch [45][1900/2505] lr: 5.000e-05, eta: 17:49:12, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7703, top5_acc: 0.9063, loss_cls: 0.9155, loss: 0.9155, grad_norm: 17.8372 2020-08-11 17:59:16,615 - mmaction - INFO - Epoch [45][1920/2505] lr: 5.000e-05, eta: 17:48:33, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7609, top5_acc: 0.8979, loss_cls: 0.9804, loss: 0.9804, grad_norm: 18.0630 2020-08-11 17:59:53,766 - mmaction - INFO - Epoch [45][1940/2505] lr: 5.000e-05, eta: 17:47:54, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7510, top5_acc: 0.8974, loss_cls: 1.0205, loss: 1.0205, grad_norm: 18.2477 2020-08-11 18:00:33,548 - mmaction - INFO - Epoch [45][1960/2505] lr: 5.000e-05, eta: 17:47:15, time: 1.982, data_time: 0.002, memory: 8521, top1_acc: 0.7458, top5_acc: 0.8953, loss_cls: 1.0199, loss: 1.0199, grad_norm: 18.2904 2020-08-11 18:01:10,995 - mmaction - INFO - Epoch [45][1980/2505] lr: 5.000e-05, eta: 17:46:36, time: 1.879, data_time: 0.019, memory: 8521, top1_acc: 0.7365, top5_acc: 0.9036, loss_cls: 1.0177, loss: 1.0177, grad_norm: 18.6243 2020-08-11 18:01:48,112 - mmaction - INFO - Epoch [45][2000/2505] lr: 5.000e-05, eta: 17:45:57, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7615, top5_acc: 0.9047, loss_cls: 0.9791, loss: 0.9791, grad_norm: 18.3498 2020-08-11 18:02:25,390 - mmaction - INFO - Epoch [45][2020/2505] lr: 5.000e-05, eta: 17:45:18, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7604, top5_acc: 0.9036, loss_cls: 0.9416, loss: 0.9416, grad_norm: 17.9831 2020-08-11 18:03:02,515 - mmaction - INFO - Epoch [45][2040/2505] lr: 5.000e-05, eta: 17:44:39, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7484, top5_acc: 0.8906, loss_cls: 1.0595, loss: 1.0595, grad_norm: 19.1874 2020-08-11 18:03:39,693 - mmaction - INFO - Epoch [45][2060/2505] lr: 5.000e-05, eta: 17:44:00, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7724, top5_acc: 0.8922, loss_cls: 0.9889, loss: 0.9889, grad_norm: 17.3565 2020-08-11 18:04:16,969 - mmaction - INFO - Epoch [45][2080/2505] lr: 5.000e-05, eta: 17:43:21, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7286, top5_acc: 0.8839, loss_cls: 1.1159, loss: 1.1159, grad_norm: 18.4727 2020-08-11 18:04:54,219 - mmaction - INFO - Epoch [45][2100/2505] lr: 5.000e-05, eta: 17:42:42, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7531, top5_acc: 0.8958, loss_cls: 1.0215, loss: 1.0215, grad_norm: 17.5963 2020-08-11 18:05:32,307 - mmaction - INFO - Epoch [45][2120/2505] lr: 5.000e-05, eta: 17:42:03, time: 1.901, data_time: 0.001, memory: 8521, top1_acc: 0.7766, top5_acc: 0.9089, loss_cls: 0.9077, loss: 0.9077, grad_norm: 17.1128 2020-08-11 18:06:09,651 - mmaction - INFO - Epoch [45][2140/2505] lr: 5.000e-05, eta: 17:41:24, time: 1.871, data_time: 0.007, memory: 8521, top1_acc: 0.7641, top5_acc: 0.8938, loss_cls: 0.9772, loss: 0.9772, grad_norm: 18.7104 2020-08-11 18:06:46,871 - mmaction - INFO - Epoch [45][2160/2505] lr: 5.000e-05, eta: 17:40:45, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7474, top5_acc: 0.8917, loss_cls: 1.0365, loss: 1.0365, grad_norm: 18.0764 2020-08-11 18:07:24,047 - mmaction - INFO - Epoch [45][2180/2505] lr: 5.000e-05, eta: 17:40:06, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7635, top5_acc: 0.8974, loss_cls: 0.9510, loss: 0.9510, grad_norm: 17.1823 2020-08-11 18:08:01,264 - mmaction - INFO - Epoch [45][2200/2505] lr: 5.000e-05, eta: 17:39:26, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7630, top5_acc: 0.9000, loss_cls: 0.9560, loss: 0.9560, grad_norm: 17.7711 2020-08-11 18:08:38,450 - mmaction - INFO - Epoch [45][2220/2505] lr: 5.000e-05, eta: 17:38:47, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7557, top5_acc: 0.8948, loss_cls: 0.9951, loss: 0.9951, grad_norm: 17.9796 2020-08-11 18:09:15,658 - mmaction - INFO - Epoch [45][2240/2505] lr: 5.000e-05, eta: 17:38:08, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7599, top5_acc: 0.9052, loss_cls: 0.9839, loss: 0.9839, grad_norm: 17.9849 2020-08-11 18:09:52,885 - mmaction - INFO - Epoch [45][2260/2505] lr: 5.000e-05, eta: 17:37:29, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7672, top5_acc: 0.8969, loss_cls: 1.0018, loss: 1.0018, grad_norm: 17.5894 2020-08-11 18:10:30,311 - mmaction - INFO - Epoch [45][2280/2505] lr: 5.000e-05, eta: 17:36:50, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.7521, top5_acc: 0.8995, loss_cls: 1.0047, loss: 1.0047, grad_norm: 18.6508 2020-08-11 18:11:07,512 - mmaction - INFO - Epoch [45][2300/2505] lr: 5.000e-05, eta: 17:36:11, time: 1.861, data_time: 0.003, memory: 8521, top1_acc: 0.7568, top5_acc: 0.8927, loss_cls: 1.0127, loss: 1.0127, grad_norm: 17.5444 2020-08-11 18:11:44,733 - mmaction - INFO - Epoch [45][2320/2505] lr: 5.000e-05, eta: 17:35:32, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7641, top5_acc: 0.9000, loss_cls: 0.9489, loss: 0.9489, grad_norm: 16.7190 2020-08-11 18:12:21,887 - mmaction - INFO - Epoch [45][2340/2505] lr: 5.000e-05, eta: 17:34:53, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7495, top5_acc: 0.8990, loss_cls: 0.9982, loss: 0.9982, grad_norm: 17.8792 2020-08-11 18:12:59,006 - mmaction - INFO - Epoch [45][2360/2505] lr: 5.000e-05, eta: 17:34:14, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7526, top5_acc: 0.8937, loss_cls: 1.0007, loss: 1.0007, grad_norm: 18.0981 2020-08-11 18:13:36,315 - mmaction - INFO - Epoch [45][2380/2505] lr: 5.000e-05, eta: 17:33:35, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7719, top5_acc: 0.9078, loss_cls: 0.9210, loss: 0.9210, grad_norm: 17.7620 2020-08-11 18:14:13,590 - mmaction - INFO - Epoch [45][2400/2505] lr: 5.000e-05, eta: 17:32:55, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7828, top5_acc: 0.9120, loss_cls: 0.8754, loss: 0.8754, grad_norm: 16.9460 2020-08-11 18:14:50,745 - mmaction - INFO - Epoch [45][2420/2505] lr: 5.000e-05, eta: 17:32:16, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7526, top5_acc: 0.8932, loss_cls: 1.0259, loss: 1.0259, grad_norm: 18.5562 2020-08-11 18:15:29,036 - mmaction - INFO - Epoch [45][2440/2505] lr: 5.000e-05, eta: 17:31:38, time: 1.910, data_time: 0.001, memory: 8521, top1_acc: 0.7557, top5_acc: 0.9005, loss_cls: 0.9609, loss: 0.9609, grad_norm: 18.4237 2020-08-11 18:16:06,307 - mmaction - INFO - Epoch [45][2460/2505] lr: 5.000e-05, eta: 17:30:58, time: 1.868, data_time: 0.007, memory: 8521, top1_acc: 0.7615, top5_acc: 0.9016, loss_cls: 0.9845, loss: 0.9845, grad_norm: 18.5651 2020-08-11 18:16:43,442 - mmaction - INFO - Epoch [45][2480/2505] lr: 5.000e-05, eta: 17:30:19, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7484, top5_acc: 0.9021, loss_cls: 0.9712, loss: 0.9712, grad_norm: 17.8906 2020-08-11 18:17:20,734 - mmaction - INFO - Epoch [45][2500/2505] lr: 5.000e-05, eta: 17:29:40, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7641, top5_acc: 0.8969, loss_cls: 0.9604, loss: 0.9604, grad_norm: 18.1498 2020-08-11 18:19:20,740 - mmaction - INFO - Epoch [46][20/2505] lr: 5.000e-05, eta: 17:29:07, time: 5.068, data_time: 3.128, memory: 8521, top1_acc: 0.7760, top5_acc: 0.9021, loss_cls: 0.9072, loss: 0.9072, grad_norm: 17.3758 2020-08-11 18:19:59,121 - mmaction - INFO - Epoch [46][40/2505] lr: 5.000e-05, eta: 17:28:28, time: 1.918, data_time: 0.016, memory: 8521, top1_acc: 0.7729, top5_acc: 0.9182, loss_cls: 0.9048, loss: 0.9048, grad_norm: 18.0731 2020-08-11 18:20:37,634 - mmaction - INFO - Epoch [46][60/2505] lr: 5.000e-05, eta: 17:27:50, time: 1.926, data_time: 0.001, memory: 8521, top1_acc: 0.7500, top5_acc: 0.9036, loss_cls: 0.9635, loss: 0.9635, grad_norm: 18.3691 2020-08-11 18:21:15,620 - mmaction - INFO - Epoch [46][80/2505] lr: 5.000e-05, eta: 17:27:11, time: 1.899, data_time: 0.004, memory: 8521, top1_acc: 0.7661, top5_acc: 0.9094, loss_cls: 0.9288, loss: 0.9288, grad_norm: 17.9876 2020-08-11 18:21:53,537 - mmaction - INFO - Epoch [46][100/2505] lr: 5.000e-05, eta: 17:26:32, time: 1.896, data_time: 0.001, memory: 8521, top1_acc: 0.7646, top5_acc: 0.9083, loss_cls: 0.9689, loss: 0.9689, grad_norm: 18.8847 2020-08-11 18:22:31,359 - mmaction - INFO - Epoch [46][120/2505] lr: 5.000e-05, eta: 17:25:53, time: 1.891, data_time: 0.001, memory: 8521, top1_acc: 0.7656, top5_acc: 0.8990, loss_cls: 0.9503, loss: 0.9503, grad_norm: 17.8594 2020-08-11 18:23:09,277 - mmaction - INFO - Epoch [46][140/2505] lr: 5.000e-05, eta: 17:25:14, time: 1.896, data_time: 0.001, memory: 8521, top1_acc: 0.7542, top5_acc: 0.8964, loss_cls: 0.9799, loss: 0.9799, grad_norm: 18.2627 2020-08-11 18:23:47,139 - mmaction - INFO - Epoch [46][160/2505] lr: 5.000e-05, eta: 17:24:35, time: 1.893, data_time: 0.001, memory: 8521, top1_acc: 0.7594, top5_acc: 0.8938, loss_cls: 1.0134, loss: 1.0134, grad_norm: 18.2317 2020-08-11 18:24:24,942 - mmaction - INFO - Epoch [46][180/2505] lr: 5.000e-05, eta: 17:23:56, time: 1.891, data_time: 0.001, memory: 8521, top1_acc: 0.7688, top5_acc: 0.9021, loss_cls: 0.9492, loss: 0.9492, grad_norm: 17.6763 2020-08-11 18:25:02,870 - mmaction - INFO - Epoch [46][200/2505] lr: 5.000e-05, eta: 17:23:17, time: 1.886, data_time: 0.001, memory: 8521, top1_acc: 0.7693, top5_acc: 0.9068, loss_cls: 0.9467, loss: 0.9467, grad_norm: 18.3152 2020-08-11 18:25:40,777 - mmaction - INFO - Epoch [46][220/2505] lr: 5.000e-05, eta: 17:22:38, time: 1.906, data_time: 0.013, memory: 8521, top1_acc: 0.7812, top5_acc: 0.9094, loss_cls: 0.8943, loss: 0.8943, grad_norm: 17.7414 2020-08-11 18:26:18,257 - mmaction - INFO - Epoch [46][240/2505] lr: 5.000e-05, eta: 17:21:59, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.7620, top5_acc: 0.8958, loss_cls: 0.9886, loss: 0.9886, grad_norm: 18.3946 2020-08-11 18:26:55,812 - mmaction - INFO - Epoch [46][260/2505] lr: 5.000e-05, eta: 17:21:20, time: 1.878, data_time: 0.000, memory: 8521, top1_acc: 0.7583, top5_acc: 0.9063, loss_cls: 0.9787, loss: 0.9787, grad_norm: 17.8243 2020-08-11 18:27:33,419 - mmaction - INFO - Epoch [46][280/2505] lr: 5.000e-05, eta: 17:20:41, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.7589, top5_acc: 0.9021, loss_cls: 0.9621, loss: 0.9621, grad_norm: 17.4794 2020-08-11 18:28:10,953 - mmaction - INFO - Epoch [46][300/2505] lr: 5.000e-05, eta: 17:20:02, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.7641, top5_acc: 0.9198, loss_cls: 0.8862, loss: 0.8862, grad_norm: 17.6544 2020-08-11 18:28:48,496 - mmaction - INFO - Epoch [46][320/2505] lr: 5.000e-05, eta: 17:19:23, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.7547, top5_acc: 0.8917, loss_cls: 0.9920, loss: 0.9920, grad_norm: 18.7859 2020-08-11 18:29:26,254 - mmaction - INFO - Epoch [46][340/2505] lr: 5.000e-05, eta: 17:18:44, time: 1.888, data_time: 0.001, memory: 8521, top1_acc: 0.7651, top5_acc: 0.9052, loss_cls: 0.9362, loss: 0.9362, grad_norm: 18.1117 2020-08-11 18:30:03,651 - mmaction - INFO - Epoch [46][360/2505] lr: 5.000e-05, eta: 17:18:05, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7682, top5_acc: 0.9083, loss_cls: 0.9319, loss: 0.9319, grad_norm: 17.9358 2020-08-11 18:30:41,088 - mmaction - INFO - Epoch [46][380/2505] lr: 5.000e-05, eta: 17:17:26, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.7677, top5_acc: 0.8974, loss_cls: 0.9528, loss: 0.9528, grad_norm: 17.7955 2020-08-11 18:31:18,459 - mmaction - INFO - Epoch [46][400/2505] lr: 5.000e-05, eta: 17:16:47, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.7693, top5_acc: 0.9016, loss_cls: 0.9654, loss: 0.9654, grad_norm: 19.2406 2020-08-11 18:31:55,805 - mmaction - INFO - Epoch [46][420/2505] lr: 5.000e-05, eta: 17:16:08, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7536, top5_acc: 0.8943, loss_cls: 1.0116, loss: 1.0116, grad_norm: 18.6496 2020-08-11 18:32:33,232 - mmaction - INFO - Epoch [46][440/2505] lr: 5.000e-05, eta: 17:15:29, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.7750, top5_acc: 0.9089, loss_cls: 0.8949, loss: 0.8949, grad_norm: 17.4095 2020-08-11 18:33:10,615 - mmaction - INFO - Epoch [46][460/2505] lr: 5.000e-05, eta: 17:14:50, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.7771, top5_acc: 0.9089, loss_cls: 0.9030, loss: 0.9030, grad_norm: 17.5600 2020-08-11 18:33:48,136 - mmaction - INFO - Epoch [46][480/2505] lr: 5.000e-05, eta: 17:14:11, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.7401, top5_acc: 0.8839, loss_cls: 1.0792, loss: 1.0792, grad_norm: 18.4824 2020-08-11 18:34:25,513 - mmaction - INFO - Epoch [46][500/2505] lr: 5.000e-05, eta: 17:13:32, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7698, top5_acc: 0.9031, loss_cls: 0.9468, loss: 0.9468, grad_norm: 17.5207 2020-08-11 18:35:02,903 - mmaction - INFO - Epoch [46][520/2505] lr: 5.000e-05, eta: 17:12:53, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.7828, top5_acc: 0.9089, loss_cls: 0.9181, loss: 0.9181, grad_norm: 17.2899 2020-08-11 18:35:40,421 - mmaction - INFO - Epoch [46][540/2505] lr: 5.000e-05, eta: 17:12:14, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.7630, top5_acc: 0.9021, loss_cls: 0.9388, loss: 0.9388, grad_norm: 18.0631 2020-08-11 18:36:18,136 - mmaction - INFO - Epoch [46][560/2505] lr: 5.000e-05, eta: 17:11:35, time: 1.886, data_time: 0.001, memory: 8521, top1_acc: 0.7672, top5_acc: 0.8984, loss_cls: 0.9723, loss: 0.9723, grad_norm: 17.6228 2020-08-11 18:36:55,801 - mmaction - INFO - Epoch [46][580/2505] lr: 5.000e-05, eta: 17:10:56, time: 1.883, data_time: 0.001, memory: 8521, top1_acc: 0.7448, top5_acc: 0.9021, loss_cls: 1.0066, loss: 1.0066, grad_norm: 19.2510 2020-08-11 18:37:33,361 - mmaction - INFO - Epoch [46][600/2505] lr: 5.000e-05, eta: 17:10:17, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.7604, top5_acc: 0.9057, loss_cls: 0.9805, loss: 0.9805, grad_norm: 18.4359 2020-08-11 18:38:11,078 - mmaction - INFO - Epoch [46][620/2505] lr: 5.000e-05, eta: 17:09:38, time: 1.886, data_time: 0.001, memory: 8521, top1_acc: 0.7651, top5_acc: 0.9094, loss_cls: 0.9383, loss: 0.9383, grad_norm: 17.4325 2020-08-11 18:38:48,786 - mmaction - INFO - Epoch [46][640/2505] lr: 5.000e-05, eta: 17:08:59, time: 1.885, data_time: 0.001, memory: 8521, top1_acc: 0.7573, top5_acc: 0.8938, loss_cls: 0.9893, loss: 0.9893, grad_norm: 18.5417 2020-08-11 18:39:26,442 - mmaction - INFO - Epoch [46][660/2505] lr: 5.000e-05, eta: 17:08:20, time: 1.883, data_time: 0.001, memory: 8521, top1_acc: 0.7698, top5_acc: 0.9031, loss_cls: 0.9340, loss: 0.9340, grad_norm: 17.6331 2020-08-11 18:40:04,103 - mmaction - INFO - Epoch [46][680/2505] lr: 5.000e-05, eta: 17:07:41, time: 1.883, data_time: 0.001, memory: 8521, top1_acc: 0.7693, top5_acc: 0.9005, loss_cls: 0.9603, loss: 0.9603, grad_norm: 17.9593 2020-08-11 18:40:41,643 - mmaction - INFO - Epoch [46][700/2505] lr: 5.000e-05, eta: 17:07:02, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.7620, top5_acc: 0.8974, loss_cls: 0.9901, loss: 0.9901, grad_norm: 18.5787 2020-08-11 18:41:19,107 - mmaction - INFO - Epoch [46][720/2505] lr: 5.000e-05, eta: 17:06:23, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.7573, top5_acc: 0.9073, loss_cls: 0.9477, loss: 0.9477, grad_norm: 17.7207 2020-08-11 18:41:56,396 - mmaction - INFO - Epoch [46][740/2505] lr: 5.000e-05, eta: 17:05:44, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7604, top5_acc: 0.9026, loss_cls: 0.9624, loss: 0.9624, grad_norm: 18.0659 2020-08-11 18:42:33,946 - mmaction - INFO - Epoch [46][760/2505] lr: 5.000e-05, eta: 17:05:05, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.7583, top5_acc: 0.8927, loss_cls: 1.0103, loss: 1.0103, grad_norm: 18.1008 2020-08-11 18:43:11,468 - mmaction - INFO - Epoch [46][780/2505] lr: 5.000e-05, eta: 17:04:26, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.7672, top5_acc: 0.8969, loss_cls: 0.9757, loss: 0.9757, grad_norm: 17.5065 2020-08-11 18:43:48,875 - mmaction - INFO - Epoch [46][800/2505] lr: 5.000e-05, eta: 17:03:47, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7818, top5_acc: 0.9099, loss_cls: 0.8875, loss: 0.8875, grad_norm: 17.2060 2020-08-11 18:44:26,447 - mmaction - INFO - Epoch [46][820/2505] lr: 5.000e-05, eta: 17:03:08, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.7578, top5_acc: 0.9016, loss_cls: 0.9652, loss: 0.9652, grad_norm: 18.6199 2020-08-11 18:45:04,210 - mmaction - INFO - Epoch [46][840/2505] lr: 5.000e-05, eta: 17:02:29, time: 1.888, data_time: 0.001, memory: 8521, top1_acc: 0.7630, top5_acc: 0.9120, loss_cls: 0.9429, loss: 0.9429, grad_norm: 18.6191 2020-08-11 18:45:41,804 - mmaction - INFO - Epoch [46][860/2505] lr: 5.000e-05, eta: 17:01:50, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.7698, top5_acc: 0.9161, loss_cls: 0.8956, loss: 0.8956, grad_norm: 17.9015 2020-08-11 18:46:19,444 - mmaction - INFO - Epoch [46][880/2505] lr: 5.000e-05, eta: 17:01:11, time: 1.882, data_time: 0.001, memory: 8521, top1_acc: 0.7630, top5_acc: 0.9021, loss_cls: 1.0053, loss: 1.0053, grad_norm: 18.2703 2020-08-11 18:46:57,010 - mmaction - INFO - Epoch [46][900/2505] lr: 5.000e-05, eta: 17:00:32, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.7568, top5_acc: 0.8932, loss_cls: 1.0145, loss: 1.0145, grad_norm: 18.5789 2020-08-11 18:47:34,304 - mmaction - INFO - Epoch [46][920/2505] lr: 5.000e-05, eta: 16:59:53, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7630, top5_acc: 0.9021, loss_cls: 0.9680, loss: 0.9680, grad_norm: 17.7796 2020-08-11 18:48:11,955 - mmaction - INFO - Epoch [46][940/2505] lr: 5.000e-05, eta: 16:59:14, time: 1.883, data_time: 0.001, memory: 8521, top1_acc: 0.7604, top5_acc: 0.8995, loss_cls: 0.9785, loss: 0.9785, grad_norm: 17.9458 2020-08-11 18:48:49,758 - mmaction - INFO - Epoch [46][960/2505] lr: 5.000e-05, eta: 16:58:35, time: 1.890, data_time: 0.001, memory: 8521, top1_acc: 0.7688, top5_acc: 0.9172, loss_cls: 0.9222, loss: 0.9222, grad_norm: 18.6367 2020-08-11 18:49:27,501 - mmaction - INFO - Epoch [46][980/2505] lr: 5.000e-05, eta: 16:57:57, time: 1.887, data_time: 0.001, memory: 8521, top1_acc: 0.7786, top5_acc: 0.9203, loss_cls: 0.8858, loss: 0.8858, grad_norm: 18.0031 2020-08-11 18:50:04,964 - mmaction - INFO - Epoch [46][1000/2505] lr: 5.000e-05, eta: 16:57:18, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.7661, top5_acc: 0.9104, loss_cls: 0.9264, loss: 0.9264, grad_norm: 18.1192 2020-08-11 18:50:42,622 - mmaction - INFO - Epoch [46][1020/2505] lr: 5.000e-05, eta: 16:56:39, time: 1.883, data_time: 0.001, memory: 8521, top1_acc: 0.7604, top5_acc: 0.9031, loss_cls: 0.9526, loss: 0.9526, grad_norm: 18.2952 2020-08-11 18:51:20,267 - mmaction - INFO - Epoch [46][1040/2505] lr: 5.000e-05, eta: 16:56:00, time: 1.882, data_time: 0.001, memory: 8521, top1_acc: 0.7708, top5_acc: 0.9172, loss_cls: 0.8982, loss: 0.8982, grad_norm: 17.5542 2020-08-11 18:51:57,928 - mmaction - INFO - Epoch [46][1060/2505] lr: 5.000e-05, eta: 16:55:21, time: 1.883, data_time: 0.001, memory: 8521, top1_acc: 0.7479, top5_acc: 0.8974, loss_cls: 0.9913, loss: 0.9913, grad_norm: 18.8737 2020-08-11 18:52:35,788 - mmaction - INFO - Epoch [46][1080/2505] lr: 5.000e-05, eta: 16:54:42, time: 1.893, data_time: 0.001, memory: 8521, top1_acc: 0.7583, top5_acc: 0.9010, loss_cls: 0.9473, loss: 0.9473, grad_norm: 17.6301 2020-08-11 18:53:13,543 - mmaction - INFO - Epoch [46][1100/2505] lr: 5.000e-05, eta: 16:54:03, time: 1.888, data_time: 0.001, memory: 8521, top1_acc: 0.7745, top5_acc: 0.9031, loss_cls: 0.9320, loss: 0.9320, grad_norm: 17.6686 2020-08-11 18:53:50,945 - mmaction - INFO - Epoch [46][1120/2505] lr: 5.000e-05, eta: 16:53:24, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7667, top5_acc: 0.9109, loss_cls: 0.9178, loss: 0.9178, grad_norm: 17.7555 2020-08-11 18:54:28,335 - mmaction - INFO - Epoch [46][1140/2505] lr: 5.000e-05, eta: 16:52:45, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7568, top5_acc: 0.8943, loss_cls: 0.9915, loss: 0.9915, grad_norm: 18.0593 2020-08-11 18:55:05,541 - mmaction - INFO - Epoch [46][1160/2505] lr: 5.000e-05, eta: 16:52:06, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7625, top5_acc: 0.8995, loss_cls: 0.9886, loss: 0.9886, grad_norm: 17.9874 2020-08-11 18:55:42,886 - mmaction - INFO - Epoch [46][1180/2505] lr: 5.000e-05, eta: 16:51:27, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7531, top5_acc: 0.8964, loss_cls: 1.0127, loss: 1.0127, grad_norm: 18.7332 2020-08-11 18:56:20,557 - mmaction - INFO - Epoch [46][1200/2505] lr: 5.000e-05, eta: 16:50:48, time: 1.884, data_time: 0.001, memory: 8521, top1_acc: 0.7578, top5_acc: 0.9005, loss_cls: 0.9663, loss: 0.9663, grad_norm: 17.4153 2020-08-11 18:56:58,491 - mmaction - INFO - Epoch [46][1220/2505] lr: 5.000e-05, eta: 16:50:09, time: 1.897, data_time: 0.001, memory: 8521, top1_acc: 0.7792, top5_acc: 0.9125, loss_cls: 0.9031, loss: 0.9031, grad_norm: 17.8329 2020-08-11 18:57:36,254 - mmaction - INFO - Epoch [46][1240/2505] lr: 5.000e-05, eta: 16:49:30, time: 1.888, data_time: 0.001, memory: 8521, top1_acc: 0.7531, top5_acc: 0.8844, loss_cls: 1.0341, loss: 1.0341, grad_norm: 18.2126 2020-08-11 18:58:13,929 - mmaction - INFO - Epoch [46][1260/2505] lr: 5.000e-05, eta: 16:48:51, time: 1.884, data_time: 0.001, memory: 8521, top1_acc: 0.7500, top5_acc: 0.9010, loss_cls: 0.9832, loss: 0.9832, grad_norm: 18.3980 2020-08-11 18:58:51,495 - mmaction - INFO - Epoch [46][1280/2505] lr: 5.000e-05, eta: 16:48:12, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.7661, top5_acc: 0.9057, loss_cls: 0.9734, loss: 0.9734, grad_norm: 18.5494 2020-08-11 18:59:28,796 - mmaction - INFO - Epoch [46][1300/2505] lr: 5.000e-05, eta: 16:47:33, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7661, top5_acc: 0.9016, loss_cls: 0.9728, loss: 0.9728, grad_norm: 17.5220 2020-08-11 19:00:09,612 - mmaction - INFO - Epoch [46][1320/2505] lr: 5.000e-05, eta: 16:46:55, time: 2.039, data_time: 0.003, memory: 8521, top1_acc: 0.7568, top5_acc: 0.9073, loss_cls: 0.9520, loss: 0.9520, grad_norm: 17.9687 2020-08-11 19:00:47,031 - mmaction - INFO - Epoch [46][1340/2505] lr: 5.000e-05, eta: 16:46:16, time: 1.873, data_time: 0.011, memory: 8521, top1_acc: 0.7573, top5_acc: 0.9016, loss_cls: 0.9824, loss: 0.9824, grad_norm: 17.9109 2020-08-11 19:01:24,497 - mmaction - INFO - Epoch [46][1360/2505] lr: 5.000e-05, eta: 16:45:37, time: 1.873, data_time: 0.002, memory: 8521, top1_acc: 0.7745, top5_acc: 0.9094, loss_cls: 0.9403, loss: 0.9403, grad_norm: 17.1222 2020-08-11 19:02:01,856 - mmaction - INFO - Epoch [46][1380/2505] lr: 5.000e-05, eta: 16:44:58, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7516, top5_acc: 0.8922, loss_cls: 1.0195, loss: 1.0195, grad_norm: 19.0322 2020-08-11 19:02:39,055 - mmaction - INFO - Epoch [46][1400/2505] lr: 5.000e-05, eta: 16:44:19, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7474, top5_acc: 0.8885, loss_cls: 1.0305, loss: 1.0305, grad_norm: 18.9350 2020-08-11 19:03:16,313 - mmaction - INFO - Epoch [46][1420/2505] lr: 5.000e-05, eta: 16:43:40, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7490, top5_acc: 0.8906, loss_cls: 1.0194, loss: 1.0194, grad_norm: 18.9500 2020-08-11 19:03:53,521 - mmaction - INFO - Epoch [46][1440/2505] lr: 5.000e-05, eta: 16:43:01, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7599, top5_acc: 0.9021, loss_cls: 0.9539, loss: 0.9539, grad_norm: 17.7568 2020-08-11 19:04:30,859 - mmaction - INFO - Epoch [46][1460/2505] lr: 5.000e-05, eta: 16:42:22, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7750, top5_acc: 0.9068, loss_cls: 0.9350, loss: 0.9350, grad_norm: 17.6309 2020-08-11 19:05:09,001 - mmaction - INFO - Epoch [46][1480/2505] lr: 5.000e-05, eta: 16:41:43, time: 1.905, data_time: 0.001, memory: 8521, top1_acc: 0.7604, top5_acc: 0.8938, loss_cls: 1.0073, loss: 1.0073, grad_norm: 18.2209 2020-08-11 19:05:46,255 - mmaction - INFO - Epoch [46][1500/2505] lr: 5.000e-05, eta: 16:41:04, time: 1.865, data_time: 0.005, memory: 8521, top1_acc: 0.7479, top5_acc: 0.9099, loss_cls: 0.9652, loss: 0.9652, grad_norm: 18.7076 2020-08-11 19:06:23,431 - mmaction - INFO - Epoch [46][1520/2505] lr: 5.000e-05, eta: 16:40:25, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7656, top5_acc: 0.9156, loss_cls: 0.9298, loss: 0.9298, grad_norm: 18.8837 2020-08-11 19:07:00,664 - mmaction - INFO - Epoch [46][1540/2505] lr: 5.000e-05, eta: 16:39:46, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7542, top5_acc: 0.8953, loss_cls: 1.0246, loss: 1.0246, grad_norm: 18.3274 2020-08-11 19:07:37,900 - mmaction - INFO - Epoch [46][1560/2505] lr: 5.000e-05, eta: 16:39:07, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7484, top5_acc: 0.9021, loss_cls: 0.9919, loss: 0.9919, grad_norm: 18.6146 2020-08-11 19:08:15,193 - mmaction - INFO - Epoch [46][1580/2505] lr: 5.000e-05, eta: 16:38:27, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7760, top5_acc: 0.9130, loss_cls: 0.8904, loss: 0.8904, grad_norm: 17.8595 2020-08-11 19:08:52,346 - mmaction - INFO - Epoch [46][1600/2505] lr: 5.000e-05, eta: 16:37:48, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7542, top5_acc: 0.9010, loss_cls: 0.9460, loss: 0.9460, grad_norm: 18.7899 2020-08-11 19:09:29,462 - mmaction - INFO - Epoch [46][1620/2505] lr: 5.000e-05, eta: 16:37:09, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7625, top5_acc: 0.9000, loss_cls: 0.9911, loss: 0.9911, grad_norm: 18.2166 2020-08-11 19:10:06,715 - mmaction - INFO - Epoch [46][1640/2505] lr: 5.000e-05, eta: 16:36:30, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7594, top5_acc: 0.9010, loss_cls: 0.9598, loss: 0.9598, grad_norm: 18.2926 2020-08-11 19:10:43,930 - mmaction - INFO - Epoch [46][1660/2505] lr: 5.000e-05, eta: 16:35:51, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7729, top5_acc: 0.9068, loss_cls: 0.9255, loss: 0.9255, grad_norm: 17.7459 2020-08-11 19:11:21,140 - mmaction - INFO - Epoch [46][1680/2505] lr: 5.000e-05, eta: 16:35:12, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7667, top5_acc: 0.9042, loss_cls: 0.9385, loss: 0.9385, grad_norm: 17.9311 2020-08-11 19:11:58,386 - mmaction - INFO - Epoch [46][1700/2505] lr: 5.000e-05, eta: 16:34:33, time: 1.864, data_time: 0.002, memory: 8521, top1_acc: 0.7599, top5_acc: 0.9010, loss_cls: 0.9962, loss: 0.9962, grad_norm: 18.3590 2020-08-11 19:12:35,523 - mmaction - INFO - Epoch [46][1720/2505] lr: 5.000e-05, eta: 16:33:54, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7583, top5_acc: 0.8974, loss_cls: 1.0064, loss: 1.0064, grad_norm: 18.1077 2020-08-11 19:13:12,626 - mmaction - INFO - Epoch [46][1740/2505] lr: 5.000e-05, eta: 16:33:15, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7474, top5_acc: 0.8885, loss_cls: 1.0530, loss: 1.0530, grad_norm: 18.5230 2020-08-11 19:13:49,763 - mmaction - INFO - Epoch [46][1760/2505] lr: 5.000e-05, eta: 16:32:36, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7786, top5_acc: 0.9005, loss_cls: 0.9488, loss: 0.9488, grad_norm: 18.2669 2020-08-11 19:14:26,912 - mmaction - INFO - Epoch [46][1780/2505] lr: 5.000e-05, eta: 16:31:57, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7698, top5_acc: 0.9078, loss_cls: 0.9412, loss: 0.9412, grad_norm: 18.2759 2020-08-11 19:15:04,064 - mmaction - INFO - Epoch [46][1800/2505] lr: 5.000e-05, eta: 16:31:18, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7573, top5_acc: 0.8974, loss_cls: 0.9914, loss: 0.9914, grad_norm: 18.4570 2020-08-11 19:15:41,334 - mmaction - INFO - Epoch [46][1820/2505] lr: 5.000e-05, eta: 16:30:39, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7797, top5_acc: 0.9016, loss_cls: 0.9231, loss: 0.9231, grad_norm: 17.0952 2020-08-11 19:16:18,510 - mmaction - INFO - Epoch [46][1840/2505] lr: 5.000e-05, eta: 16:30:00, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7542, top5_acc: 0.8917, loss_cls: 1.0140, loss: 1.0140, grad_norm: 18.0392 2020-08-11 19:16:55,803 - mmaction - INFO - Epoch [46][1860/2505] lr: 5.000e-05, eta: 16:29:21, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7646, top5_acc: 0.9026, loss_cls: 0.9483, loss: 0.9483, grad_norm: 18.0772 2020-08-11 19:17:32,939 - mmaction - INFO - Epoch [46][1880/2505] lr: 5.000e-05, eta: 16:28:41, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7646, top5_acc: 0.8922, loss_cls: 0.9952, loss: 0.9952, grad_norm: 18.0465 2020-08-11 19:18:10,186 - mmaction - INFO - Epoch [46][1900/2505] lr: 5.000e-05, eta: 16:28:02, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7521, top5_acc: 0.9026, loss_cls: 1.0004, loss: 1.0004, grad_norm: 18.0131 2020-08-11 19:18:47,356 - mmaction - INFO - Epoch [46][1920/2505] lr: 5.000e-05, eta: 16:27:23, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7635, top5_acc: 0.8927, loss_cls: 0.9807, loss: 0.9807, grad_norm: 17.1442 2020-08-11 19:19:24,504 - mmaction - INFO - Epoch [46][1940/2505] lr: 5.000e-05, eta: 16:26:44, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7536, top5_acc: 0.8958, loss_cls: 1.0080, loss: 1.0080, grad_norm: 17.8636 2020-08-11 19:20:01,685 - mmaction - INFO - Epoch [46][1960/2505] lr: 5.000e-05, eta: 16:26:05, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7583, top5_acc: 0.9036, loss_cls: 1.0010, loss: 1.0010, grad_norm: 18.7915 2020-08-11 19:20:38,830 - mmaction - INFO - Epoch [46][1980/2505] lr: 5.000e-05, eta: 16:25:26, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7620, top5_acc: 0.9083, loss_cls: 0.9562, loss: 0.9562, grad_norm: 17.8089 2020-08-11 19:21:16,069 - mmaction - INFO - Epoch [46][2000/2505] lr: 5.000e-05, eta: 16:24:47, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7568, top5_acc: 0.8979, loss_cls: 0.9601, loss: 0.9601, grad_norm: 17.6899 2020-08-11 19:21:53,275 - mmaction - INFO - Epoch [46][2020/2505] lr: 5.000e-05, eta: 16:24:08, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7490, top5_acc: 0.8911, loss_cls: 1.0433, loss: 1.0433, grad_norm: 19.0139 2020-08-11 19:22:30,477 - mmaction - INFO - Epoch [46][2040/2505] lr: 5.000e-05, eta: 16:23:29, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7620, top5_acc: 0.9115, loss_cls: 0.9294, loss: 0.9294, grad_norm: 17.8191 2020-08-11 19:23:07,698 - mmaction - INFO - Epoch [46][2060/2505] lr: 5.000e-05, eta: 16:22:50, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7615, top5_acc: 0.9078, loss_cls: 0.9619, loss: 0.9619, grad_norm: 17.6509 2020-08-11 19:23:44,930 - mmaction - INFO - Epoch [46][2080/2505] lr: 5.000e-05, eta: 16:22:11, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7677, top5_acc: 0.8995, loss_cls: 0.9850, loss: 0.9850, grad_norm: 17.9407 2020-08-11 19:24:22,152 - mmaction - INFO - Epoch [46][2100/2505] lr: 5.000e-05, eta: 16:21:32, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7583, top5_acc: 0.8969, loss_cls: 0.9974, loss: 0.9974, grad_norm: 18.7738 2020-08-11 19:24:59,344 - mmaction - INFO - Epoch [46][2120/2505] lr: 5.000e-05, eta: 16:20:53, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7792, top5_acc: 0.9042, loss_cls: 0.9163, loss: 0.9163, grad_norm: 17.4463 2020-08-11 19:25:36,570 - mmaction - INFO - Epoch [46][2140/2505] lr: 5.000e-05, eta: 16:20:14, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7510, top5_acc: 0.9026, loss_cls: 0.9883, loss: 0.9883, grad_norm: 18.3743 2020-08-11 19:26:13,762 - mmaction - INFO - Epoch [46][2160/2505] lr: 5.000e-05, eta: 16:19:35, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7599, top5_acc: 0.8984, loss_cls: 0.9912, loss: 0.9912, grad_norm: 18.3834 2020-08-11 19:26:50,828 - mmaction - INFO - Epoch [46][2180/2505] lr: 5.000e-05, eta: 16:18:56, time: 1.853, data_time: 0.001, memory: 8521, top1_acc: 0.7615, top5_acc: 0.8943, loss_cls: 1.0119, loss: 1.0119, grad_norm: 18.0528 2020-08-11 19:27:27,944 - mmaction - INFO - Epoch [46][2200/2505] lr: 5.000e-05, eta: 16:18:17, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7661, top5_acc: 0.9068, loss_cls: 0.9357, loss: 0.9357, grad_norm: 17.6294 2020-08-11 19:28:05,040 - mmaction - INFO - Epoch [46][2220/2505] lr: 5.000e-05, eta: 16:17:38, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7536, top5_acc: 0.9089, loss_cls: 0.9575, loss: 0.9575, grad_norm: 17.9652 2020-08-11 19:28:42,163 - mmaction - INFO - Epoch [46][2240/2505] lr: 5.000e-05, eta: 16:16:58, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7750, top5_acc: 0.9094, loss_cls: 0.9044, loss: 0.9044, grad_norm: 17.0269 2020-08-11 19:29:19,301 - mmaction - INFO - Epoch [46][2260/2505] lr: 5.000e-05, eta: 16:16:19, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7698, top5_acc: 0.9036, loss_cls: 0.9438, loss: 0.9438, grad_norm: 17.3351 2020-08-11 19:29:56,432 - mmaction - INFO - Epoch [46][2280/2505] lr: 5.000e-05, eta: 16:15:40, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7542, top5_acc: 0.9010, loss_cls: 0.9758, loss: 0.9758, grad_norm: 18.1187 2020-08-11 19:30:33,682 - mmaction - INFO - Epoch [46][2300/2505] lr: 5.000e-05, eta: 16:15:01, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7604, top5_acc: 0.9125, loss_cls: 0.9354, loss: 0.9354, grad_norm: 18.6721 2020-08-11 19:31:10,885 - mmaction - INFO - Epoch [46][2320/2505] lr: 5.000e-05, eta: 16:14:22, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7573, top5_acc: 0.8995, loss_cls: 0.9864, loss: 0.9864, grad_norm: 18.2370 2020-08-11 19:31:48,112 - mmaction - INFO - Epoch [46][2340/2505] lr: 5.000e-05, eta: 16:13:43, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7521, top5_acc: 0.9010, loss_cls: 1.0054, loss: 1.0054, grad_norm: 18.6530 2020-08-11 19:32:25,305 - mmaction - INFO - Epoch [46][2360/2505] lr: 5.000e-05, eta: 16:13:04, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7656, top5_acc: 0.8995, loss_cls: 0.9435, loss: 0.9435, grad_norm: 17.9081 2020-08-11 19:33:02,535 - mmaction - INFO - Epoch [46][2380/2505] lr: 5.000e-05, eta: 16:12:25, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7635, top5_acc: 0.8990, loss_cls: 0.9313, loss: 0.9313, grad_norm: 17.7321 2020-08-11 19:33:39,691 - mmaction - INFO - Epoch [46][2400/2505] lr: 5.000e-05, eta: 16:11:46, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7578, top5_acc: 0.9083, loss_cls: 0.9561, loss: 0.9561, grad_norm: 18.5450 2020-08-11 19:34:16,963 - mmaction - INFO - Epoch [46][2420/2505] lr: 5.000e-05, eta: 16:11:07, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7766, top5_acc: 0.9141, loss_cls: 0.8935, loss: 0.8935, grad_norm: 18.0865 2020-08-11 19:34:54,183 - mmaction - INFO - Epoch [46][2440/2505] lr: 5.000e-05, eta: 16:10:28, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7505, top5_acc: 0.9016, loss_cls: 0.9876, loss: 0.9876, grad_norm: 19.1135 2020-08-11 19:35:31,285 - mmaction - INFO - Epoch [46][2460/2505] lr: 5.000e-05, eta: 16:09:49, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7542, top5_acc: 0.8932, loss_cls: 1.0002, loss: 1.0002, grad_norm: 18.7703 2020-08-11 19:36:08,442 - mmaction - INFO - Epoch [46][2480/2505] lr: 5.000e-05, eta: 16:09:10, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7490, top5_acc: 0.9010, loss_cls: 0.9776, loss: 0.9776, grad_norm: 18.6534 2020-08-11 19:36:45,612 - mmaction - INFO - Epoch [46][2500/2505] lr: 5.000e-05, eta: 16:08:31, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7693, top5_acc: 0.8984, loss_cls: 0.9451, loss: 0.9451, grad_norm: 17.1566 2020-08-11 19:37:03,673 - mmaction - INFO - Saving checkpoint at 46 epochs 2020-08-11 19:38:58,316 - mmaction - INFO - Epoch [47][20/2505] lr: 5.000e-05, eta: 16:08:00, time: 5.689, data_time: 3.359, memory: 8521, top1_acc: 0.7495, top5_acc: 0.9005, loss_cls: 1.0086, loss: 1.0086, grad_norm: 17.9896 2020-08-11 19:39:36,308 - mmaction - INFO - Epoch [47][40/2505] lr: 5.000e-05, eta: 16:07:21, time: 1.900, data_time: 0.013, memory: 8521, top1_acc: 0.7656, top5_acc: 0.9104, loss_cls: 0.9343, loss: 0.9343, grad_norm: 18.6005 2020-08-11 19:40:14,408 - mmaction - INFO - Epoch [47][60/2505] lr: 5.000e-05, eta: 16:06:42, time: 1.905, data_time: 0.001, memory: 8521, top1_acc: 0.7641, top5_acc: 0.9031, loss_cls: 0.9475, loss: 0.9475, grad_norm: 18.3981 2020-08-11 19:40:52,312 - mmaction - INFO - Epoch [47][80/2505] lr: 5.000e-05, eta: 16:06:03, time: 1.896, data_time: 0.004, memory: 8521, top1_acc: 0.7719, top5_acc: 0.9094, loss_cls: 0.9458, loss: 0.9458, grad_norm: 18.2795 2020-08-11 19:41:29,975 - mmaction - INFO - Epoch [47][100/2505] lr: 5.000e-05, eta: 16:05:24, time: 1.883, data_time: 0.001, memory: 8521, top1_acc: 0.7557, top5_acc: 0.9078, loss_cls: 0.9525, loss: 0.9525, grad_norm: 18.3525 2020-08-11 19:42:07,563 - mmaction - INFO - Epoch [47][120/2505] lr: 5.000e-05, eta: 16:04:45, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.7510, top5_acc: 0.8979, loss_cls: 0.9877, loss: 0.9877, grad_norm: 18.6149 2020-08-11 19:42:45,247 - mmaction - INFO - Epoch [47][140/2505] lr: 5.000e-05, eta: 16:04:06, time: 1.884, data_time: 0.001, memory: 8521, top1_acc: 0.7708, top5_acc: 0.9005, loss_cls: 0.9700, loss: 0.9700, grad_norm: 18.2668 2020-08-11 19:43:23,284 - mmaction - INFO - Epoch [47][160/2505] lr: 5.000e-05, eta: 16:03:27, time: 1.902, data_time: 0.001, memory: 8521, top1_acc: 0.7766, top5_acc: 0.9115, loss_cls: 0.8919, loss: 0.8919, grad_norm: 17.6433 2020-08-11 19:44:01,023 - mmaction - INFO - Epoch [47][180/2505] lr: 5.000e-05, eta: 16:02:49, time: 1.887, data_time: 0.001, memory: 8521, top1_acc: 0.7635, top5_acc: 0.9052, loss_cls: 0.9769, loss: 0.9769, grad_norm: 18.0722 2020-08-11 19:44:38,389 - mmaction - INFO - Epoch [47][200/2505] lr: 5.000e-05, eta: 16:02:10, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7406, top5_acc: 0.8906, loss_cls: 1.0420, loss: 1.0420, grad_norm: 19.2440 2020-08-11 19:45:16,345 - mmaction - INFO - Epoch [47][220/2505] lr: 5.000e-05, eta: 16:01:31, time: 1.898, data_time: 0.001, memory: 8521, top1_acc: 0.7521, top5_acc: 0.9063, loss_cls: 0.9914, loss: 0.9914, grad_norm: 18.7593 2020-08-11 19:45:54,011 - mmaction - INFO - Epoch [47][240/2505] lr: 5.000e-05, eta: 16:00:52, time: 1.883, data_time: 0.004, memory: 8521, top1_acc: 0.7594, top5_acc: 0.8927, loss_cls: 1.0017, loss: 1.0017, grad_norm: 17.9303 2020-08-11 19:46:31,774 - mmaction - INFO - Epoch [47][260/2505] lr: 5.000e-05, eta: 16:00:13, time: 1.889, data_time: 0.001, memory: 8521, top1_acc: 0.7891, top5_acc: 0.9083, loss_cls: 0.9133, loss: 0.9133, grad_norm: 17.0350 2020-08-11 19:47:09,494 - mmaction - INFO - Epoch [47][280/2505] lr: 5.000e-05, eta: 15:59:34, time: 1.886, data_time: 0.001, memory: 8521, top1_acc: 0.7578, top5_acc: 0.9063, loss_cls: 0.9383, loss: 0.9383, grad_norm: 18.2305 2020-08-11 19:47:47,226 - mmaction - INFO - Epoch [47][300/2505] lr: 5.000e-05, eta: 15:58:55, time: 1.886, data_time: 0.000, memory: 8521, top1_acc: 0.7661, top5_acc: 0.9042, loss_cls: 0.9492, loss: 0.9492, grad_norm: 18.4291 2020-08-11 19:48:24,816 - mmaction - INFO - Epoch [47][320/2505] lr: 5.000e-05, eta: 15:58:16, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.7609, top5_acc: 0.8927, loss_cls: 1.0004, loss: 1.0004, grad_norm: 17.9275 2020-08-11 19:49:02,567 - mmaction - INFO - Epoch [47][340/2505] lr: 5.000e-05, eta: 15:57:37, time: 1.888, data_time: 0.001, memory: 8521, top1_acc: 0.7536, top5_acc: 0.9005, loss_cls: 0.9829, loss: 0.9829, grad_norm: 17.5756 2020-08-11 19:49:40,001 - mmaction - INFO - Epoch [47][360/2505] lr: 5.000e-05, eta: 15:56:58, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.7547, top5_acc: 0.8990, loss_cls: 0.9946, loss: 0.9946, grad_norm: 18.2190 2020-08-11 19:50:18,052 - mmaction - INFO - Epoch [47][380/2505] lr: 5.000e-05, eta: 15:56:19, time: 1.902, data_time: 0.001, memory: 8521, top1_acc: 0.7536, top5_acc: 0.9000, loss_cls: 0.9927, loss: 0.9927, grad_norm: 18.9973 2020-08-11 19:50:57,412 - mmaction - INFO - Epoch [47][400/2505] lr: 5.000e-05, eta: 15:55:41, time: 1.964, data_time: 0.003, memory: 8521, top1_acc: 0.7615, top5_acc: 0.9063, loss_cls: 0.9662, loss: 0.9662, grad_norm: 18.5792 2020-08-11 19:51:35,074 - mmaction - INFO - Epoch [47][420/2505] lr: 5.000e-05, eta: 15:55:02, time: 1.888, data_time: 0.011, memory: 8521, top1_acc: 0.7734, top5_acc: 0.9057, loss_cls: 0.9264, loss: 0.9264, grad_norm: 17.9244 2020-08-11 19:52:12,223 - mmaction - INFO - Epoch [47][440/2505] lr: 5.000e-05, eta: 15:54:23, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7781, top5_acc: 0.9104, loss_cls: 0.8847, loss: 0.8847, grad_norm: 17.2623 2020-08-11 19:52:49,497 - mmaction - INFO - Epoch [47][460/2505] lr: 5.000e-05, eta: 15:53:44, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7516, top5_acc: 0.8922, loss_cls: 1.0345, loss: 1.0345, grad_norm: 19.0091 2020-08-11 19:53:26,773 - mmaction - INFO - Epoch [47][480/2505] lr: 5.000e-05, eta: 15:53:05, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7573, top5_acc: 0.9010, loss_cls: 0.9734, loss: 0.9734, grad_norm: 17.7134 2020-08-11 19:54:03,921 - mmaction - INFO - Epoch [47][500/2505] lr: 5.000e-05, eta: 15:52:26, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7573, top5_acc: 0.8943, loss_cls: 1.0002, loss: 1.0002, grad_norm: 17.9118 2020-08-11 19:54:41,182 - mmaction - INFO - Epoch [47][520/2505] lr: 5.000e-05, eta: 15:51:47, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7797, top5_acc: 0.9005, loss_cls: 0.9321, loss: 0.9321, grad_norm: 17.5119 2020-08-11 19:55:19,381 - mmaction - INFO - Epoch [47][540/2505] lr: 5.000e-05, eta: 15:51:08, time: 1.904, data_time: 0.001, memory: 8521, top1_acc: 0.7745, top5_acc: 0.9083, loss_cls: 0.9310, loss: 0.9310, grad_norm: 17.6895 2020-08-11 19:55:56,551 - mmaction - INFO - Epoch [47][560/2505] lr: 5.000e-05, eta: 15:50:29, time: 1.864, data_time: 0.007, memory: 8521, top1_acc: 0.7698, top5_acc: 0.8984, loss_cls: 0.9501, loss: 0.9501, grad_norm: 18.0341 2020-08-11 19:56:33,779 - mmaction - INFO - Epoch [47][580/2505] lr: 5.000e-05, eta: 15:49:50, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7599, top5_acc: 0.9062, loss_cls: 1.0038, loss: 1.0038, grad_norm: 18.6932 2020-08-11 19:57:10,995 - mmaction - INFO - Epoch [47][600/2505] lr: 5.000e-05, eta: 15:49:11, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7630, top5_acc: 0.9047, loss_cls: 0.9514, loss: 0.9514, grad_norm: 18.0463 2020-08-11 19:57:48,075 - mmaction - INFO - Epoch [47][620/2505] lr: 5.000e-05, eta: 15:48:32, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.7823, top5_acc: 0.9109, loss_cls: 0.8997, loss: 0.8997, grad_norm: 17.3314 2020-08-11 19:58:25,351 - mmaction - INFO - Epoch [47][640/2505] lr: 5.000e-05, eta: 15:47:53, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7578, top5_acc: 0.8995, loss_cls: 0.9830, loss: 0.9830, grad_norm: 18.1908 2020-08-11 19:59:02,475 - mmaction - INFO - Epoch [47][660/2505] lr: 5.000e-05, eta: 15:47:14, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7573, top5_acc: 0.9016, loss_cls: 0.9608, loss: 0.9608, grad_norm: 18.1171 2020-08-11 19:59:39,580 - mmaction - INFO - Epoch [47][680/2505] lr: 5.000e-05, eta: 15:46:35, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7521, top5_acc: 0.9031, loss_cls: 0.9886, loss: 0.9886, grad_norm: 18.1140 2020-08-11 20:00:20,611 - mmaction - INFO - Epoch [47][700/2505] lr: 5.000e-05, eta: 15:45:57, time: 2.044, data_time: 0.005, memory: 8521, top1_acc: 0.7469, top5_acc: 0.9063, loss_cls: 0.9847, loss: 0.9847, grad_norm: 18.0426 2020-08-11 20:00:57,905 - mmaction - INFO - Epoch [47][720/2505] lr: 5.000e-05, eta: 15:45:18, time: 1.871, data_time: 0.018, memory: 8521, top1_acc: 0.7672, top5_acc: 0.8995, loss_cls: 0.9778, loss: 0.9778, grad_norm: 17.4317 2020-08-11 20:01:35,167 - mmaction - INFO - Epoch [47][740/2505] lr: 5.000e-05, eta: 15:44:39, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7646, top5_acc: 0.9010, loss_cls: 0.9505, loss: 0.9505, grad_norm: 17.4977 2020-08-11 20:02:12,224 - mmaction - INFO - Epoch [47][760/2505] lr: 5.000e-05, eta: 15:44:00, time: 1.853, data_time: 0.001, memory: 8521, top1_acc: 0.7542, top5_acc: 0.9083, loss_cls: 0.9597, loss: 0.9597, grad_norm: 17.9611 2020-08-11 20:02:49,419 - mmaction - INFO - Epoch [47][780/2505] lr: 5.000e-05, eta: 15:43:21, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7547, top5_acc: 0.9036, loss_cls: 0.9868, loss: 0.9868, grad_norm: 18.2549 2020-08-11 20:03:26,517 - mmaction - INFO - Epoch [47][800/2505] lr: 5.000e-05, eta: 15:42:41, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7740, top5_acc: 0.9073, loss_cls: 0.9272, loss: 0.9272, grad_norm: 17.6888 2020-08-11 20:04:03,758 - mmaction - INFO - Epoch [47][820/2505] lr: 5.000e-05, eta: 15:42:02, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7578, top5_acc: 0.8974, loss_cls: 0.9803, loss: 0.9803, grad_norm: 17.5488 2020-08-11 20:04:40,948 - mmaction - INFO - Epoch [47][840/2505] lr: 5.000e-05, eta: 15:41:23, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7693, top5_acc: 0.9026, loss_cls: 0.9521, loss: 0.9521, grad_norm: 18.1640 2020-08-11 20:05:19,578 - mmaction - INFO - Epoch [47][860/2505] lr: 5.000e-05, eta: 15:40:45, time: 1.931, data_time: 0.001, memory: 8521, top1_acc: 0.7589, top5_acc: 0.8849, loss_cls: 1.0168, loss: 1.0168, grad_norm: 18.7051 2020-08-11 20:05:56,799 - mmaction - INFO - Epoch [47][880/2505] lr: 5.000e-05, eta: 15:40:06, time: 1.861, data_time: 0.004, memory: 8521, top1_acc: 0.7859, top5_acc: 0.9177, loss_cls: 0.8602, loss: 0.8602, grad_norm: 17.3327 2020-08-11 20:06:33,979 - mmaction - INFO - Epoch [47][900/2505] lr: 5.000e-05, eta: 15:39:27, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7724, top5_acc: 0.8979, loss_cls: 0.9349, loss: 0.9349, grad_norm: 17.7402 2020-08-11 20:07:11,092 - mmaction - INFO - Epoch [47][920/2505] lr: 5.000e-05, eta: 15:38:48, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7542, top5_acc: 0.8854, loss_cls: 1.0344, loss: 1.0344, grad_norm: 18.5264 2020-08-11 20:07:48,260 - mmaction - INFO - Epoch [47][940/2505] lr: 5.000e-05, eta: 15:38:09, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7589, top5_acc: 0.8932, loss_cls: 1.0202, loss: 1.0202, grad_norm: 17.9603 2020-08-11 20:08:25,357 - mmaction - INFO - Epoch [47][960/2505] lr: 5.000e-05, eta: 15:37:30, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7609, top5_acc: 0.9021, loss_cls: 0.9585, loss: 0.9585, grad_norm: 17.5722 2020-08-11 20:09:02,579 - mmaction - INFO - Epoch [47][980/2505] lr: 5.000e-05, eta: 15:36:51, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7609, top5_acc: 0.9094, loss_cls: 0.9420, loss: 0.9420, grad_norm: 17.6972 2020-08-11 20:09:39,748 - mmaction - INFO - Epoch [47][1000/2505] lr: 5.000e-05, eta: 15:36:12, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7620, top5_acc: 0.9036, loss_cls: 0.9761, loss: 0.9761, grad_norm: 18.2808 2020-08-11 20:10:17,698 - mmaction - INFO - Epoch [47][1020/2505] lr: 5.000e-05, eta: 15:35:33, time: 1.896, data_time: 0.001, memory: 8521, top1_acc: 0.7615, top5_acc: 0.9031, loss_cls: 0.9572, loss: 0.9572, grad_norm: 18.0366 2020-08-11 20:10:54,966 - mmaction - INFO - Epoch [47][1040/2505] lr: 5.000e-05, eta: 15:34:54, time: 1.865, data_time: 0.004, memory: 8521, top1_acc: 0.7604, top5_acc: 0.9104, loss_cls: 0.9403, loss: 0.9403, grad_norm: 18.7446 2020-08-11 20:11:33,889 - mmaction - INFO - Epoch [47][1060/2505] lr: 5.000e-05, eta: 15:34:15, time: 1.946, data_time: 0.093, memory: 8521, top1_acc: 0.7562, top5_acc: 0.9010, loss_cls: 0.9411, loss: 0.9411, grad_norm: 19.3799 2020-08-11 20:12:11,385 - mmaction - INFO - Epoch [47][1080/2505] lr: 5.000e-05, eta: 15:33:36, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.7766, top5_acc: 0.9010, loss_cls: 0.9316, loss: 0.9316, grad_norm: 19.1321 2020-08-11 20:12:48,576 - mmaction - INFO - Epoch [47][1100/2505] lr: 5.000e-05, eta: 15:32:57, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7583, top5_acc: 0.8990, loss_cls: 1.0125, loss: 1.0125, grad_norm: 18.6078 2020-08-11 20:13:25,860 - mmaction - INFO - Epoch [47][1120/2505] lr: 5.000e-05, eta: 15:32:18, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7609, top5_acc: 0.8953, loss_cls: 0.9911, loss: 0.9911, grad_norm: 18.5701 2020-08-11 20:14:02,983 - mmaction - INFO - Epoch [47][1140/2505] lr: 5.000e-05, eta: 15:31:39, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7474, top5_acc: 0.8911, loss_cls: 1.0218, loss: 1.0218, grad_norm: 19.1120 2020-08-11 20:14:40,197 - mmaction - INFO - Epoch [47][1160/2505] lr: 5.000e-05, eta: 15:31:00, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7781, top5_acc: 0.9125, loss_cls: 0.8937, loss: 0.8937, grad_norm: 18.0095 2020-08-11 20:15:17,484 - mmaction - INFO - Epoch [47][1180/2505] lr: 5.000e-05, eta: 15:30:21, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7734, top5_acc: 0.9188, loss_cls: 0.9017, loss: 0.9017, grad_norm: 17.6365 2020-08-11 20:15:54,669 - mmaction - INFO - Epoch [47][1200/2505] lr: 5.000e-05, eta: 15:29:42, time: 1.859, data_time: 0.003, memory: 8521, top1_acc: 0.7661, top5_acc: 0.9052, loss_cls: 0.9635, loss: 0.9635, grad_norm: 17.9568 2020-08-11 20:16:31,877 - mmaction - INFO - Epoch [47][1220/2505] lr: 5.000e-05, eta: 15:29:03, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7635, top5_acc: 0.8990, loss_cls: 0.9626, loss: 0.9626, grad_norm: 18.2981 2020-08-11 20:17:09,089 - mmaction - INFO - Epoch [47][1240/2505] lr: 5.000e-05, eta: 15:28:24, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7552, top5_acc: 0.8948, loss_cls: 1.0096, loss: 1.0096, grad_norm: 18.5176 2020-08-11 20:17:46,222 - mmaction - INFO - Epoch [47][1260/2505] lr: 5.000e-05, eta: 15:27:45, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7547, top5_acc: 0.8974, loss_cls: 1.0006, loss: 1.0006, grad_norm: 19.0624 2020-08-11 20:18:23,302 - mmaction - INFO - Epoch [47][1280/2505] lr: 5.000e-05, eta: 15:27:06, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.7484, top5_acc: 0.8958, loss_cls: 1.0351, loss: 1.0351, grad_norm: 18.4407 2020-08-11 20:19:00,401 - mmaction - INFO - Epoch [47][1300/2505] lr: 5.000e-05, eta: 15:26:27, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7516, top5_acc: 0.8943, loss_cls: 0.9789, loss: 0.9789, grad_norm: 17.6295 2020-08-11 20:19:37,512 - mmaction - INFO - Epoch [47][1320/2505] lr: 5.000e-05, eta: 15:25:48, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7474, top5_acc: 0.8990, loss_cls: 1.0002, loss: 1.0002, grad_norm: 17.9303 2020-08-11 20:20:15,575 - mmaction - INFO - Epoch [47][1340/2505] lr: 5.000e-05, eta: 15:25:09, time: 1.900, data_time: 0.001, memory: 8521, top1_acc: 0.7604, top5_acc: 0.8995, loss_cls: 0.9669, loss: 0.9669, grad_norm: 17.9729 2020-08-11 20:20:52,754 - mmaction - INFO - Epoch [47][1360/2505] lr: 5.000e-05, eta: 15:24:30, time: 1.862, data_time: 0.007, memory: 8521, top1_acc: 0.7453, top5_acc: 0.8969, loss_cls: 1.0090, loss: 1.0090, grad_norm: 18.4707 2020-08-11 20:21:29,970 - mmaction - INFO - Epoch [47][1380/2505] lr: 5.000e-05, eta: 15:23:51, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7562, top5_acc: 0.9016, loss_cls: 0.9770, loss: 0.9770, grad_norm: 18.3238 2020-08-11 20:22:07,125 - mmaction - INFO - Epoch [47][1400/2505] lr: 5.000e-05, eta: 15:23:12, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7615, top5_acc: 0.8984, loss_cls: 0.9705, loss: 0.9705, grad_norm: 18.6368 2020-08-11 20:22:44,325 - mmaction - INFO - Epoch [47][1420/2505] lr: 5.000e-05, eta: 15:22:33, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7724, top5_acc: 0.9042, loss_cls: 0.9424, loss: 0.9424, grad_norm: 18.1970 2020-08-11 20:23:22,641 - mmaction - INFO - Epoch [47][1440/2505] lr: 5.000e-05, eta: 15:21:54, time: 1.911, data_time: 0.001, memory: 8521, top1_acc: 0.7615, top5_acc: 0.9104, loss_cls: 0.9421, loss: 0.9421, grad_norm: 18.8561 2020-08-11 20:23:59,886 - mmaction - INFO - Epoch [47][1460/2505] lr: 5.000e-05, eta: 15:21:15, time: 1.867, data_time: 0.006, memory: 8521, top1_acc: 0.7698, top5_acc: 0.9052, loss_cls: 0.9438, loss: 0.9438, grad_norm: 18.3806 2020-08-11 20:24:37,058 - mmaction - INFO - Epoch [47][1480/2505] lr: 5.000e-05, eta: 15:20:36, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7625, top5_acc: 0.9078, loss_cls: 0.9316, loss: 0.9316, grad_norm: 18.4561 2020-08-11 20:25:15,134 - mmaction - INFO - Epoch [47][1500/2505] lr: 5.000e-05, eta: 15:19:57, time: 1.901, data_time: 0.001, memory: 8521, top1_acc: 0.7510, top5_acc: 0.8974, loss_cls: 1.0030, loss: 1.0030, grad_norm: 18.9405 2020-08-11 20:25:52,352 - mmaction - INFO - Epoch [47][1520/2505] lr: 5.000e-05, eta: 15:19:18, time: 1.863, data_time: 0.008, memory: 8521, top1_acc: 0.7682, top5_acc: 0.9005, loss_cls: 0.9569, loss: 0.9569, grad_norm: 18.0224 2020-08-11 20:26:29,509 - mmaction - INFO - Epoch [47][1540/2505] lr: 5.000e-05, eta: 15:18:39, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7526, top5_acc: 0.8984, loss_cls: 0.9861, loss: 0.9861, grad_norm: 17.9260 2020-08-11 20:27:06,648 - mmaction - INFO - Epoch [47][1560/2505] lr: 5.000e-05, eta: 15:18:00, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7594, top5_acc: 0.8995, loss_cls: 0.9983, loss: 0.9983, grad_norm: 18.3682 2020-08-11 20:27:43,810 - mmaction - INFO - Epoch [47][1580/2505] lr: 5.000e-05, eta: 15:17:21, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7583, top5_acc: 0.9042, loss_cls: 0.9748, loss: 0.9748, grad_norm: 18.9349 2020-08-11 20:28:20,906 - mmaction - INFO - Epoch [47][1600/2505] lr: 5.000e-05, eta: 15:16:42, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7573, top5_acc: 0.8984, loss_cls: 0.9844, loss: 0.9844, grad_norm: 18.2913 2020-08-11 20:28:58,055 - mmaction - INFO - Epoch [47][1620/2505] lr: 5.000e-05, eta: 15:16:03, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7604, top5_acc: 0.9073, loss_cls: 0.9663, loss: 0.9663, grad_norm: 17.9280 2020-08-11 20:29:35,253 - mmaction - INFO - Epoch [47][1640/2505] lr: 5.000e-05, eta: 15:15:24, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7708, top5_acc: 0.9073, loss_cls: 0.9173, loss: 0.9173, grad_norm: 17.7513 2020-08-11 20:30:13,435 - mmaction - INFO - Epoch [47][1660/2505] lr: 5.000e-05, eta: 15:14:46, time: 1.906, data_time: 0.001, memory: 8521, top1_acc: 0.7708, top5_acc: 0.9057, loss_cls: 0.9583, loss: 0.9583, grad_norm: 18.1871 2020-08-11 20:30:50,780 - mmaction - INFO - Epoch [47][1680/2505] lr: 5.000e-05, eta: 15:14:07, time: 1.870, data_time: 0.006, memory: 8521, top1_acc: 0.7604, top5_acc: 0.9047, loss_cls: 0.9410, loss: 0.9410, grad_norm: 18.3000 2020-08-11 20:31:27,918 - mmaction - INFO - Epoch [47][1700/2505] lr: 5.000e-05, eta: 15:13:28, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7500, top5_acc: 0.9052, loss_cls: 0.9837, loss: 0.9837, grad_norm: 18.9496 2020-08-11 20:32:05,083 - mmaction - INFO - Epoch [47][1720/2505] lr: 5.000e-05, eta: 15:12:49, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7568, top5_acc: 0.9021, loss_cls: 0.9523, loss: 0.9523, grad_norm: 18.0085 2020-08-11 20:32:42,224 - mmaction - INFO - Epoch [47][1740/2505] lr: 5.000e-05, eta: 15:12:10, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7693, top5_acc: 0.9016, loss_cls: 0.9392, loss: 0.9392, grad_norm: 17.6453 2020-08-11 20:33:19,387 - mmaction - INFO - Epoch [47][1760/2505] lr: 5.000e-05, eta: 15:11:31, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7615, top5_acc: 0.8990, loss_cls: 0.9847, loss: 0.9847, grad_norm: 17.6902 2020-08-11 20:33:56,523 - mmaction - INFO - Epoch [47][1780/2505] lr: 5.000e-05, eta: 15:10:51, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7630, top5_acc: 0.8958, loss_cls: 0.9998, loss: 0.9998, grad_norm: 18.3315 2020-08-11 20:34:33,754 - mmaction - INFO - Epoch [47][1800/2505] lr: 5.000e-05, eta: 15:10:12, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7823, top5_acc: 0.9182, loss_cls: 0.8960, loss: 0.8960, grad_norm: 17.1153 2020-08-11 20:35:11,784 - mmaction - INFO - Epoch [47][1820/2505] lr: 5.000e-05, eta: 15:09:34, time: 1.898, data_time: 0.001, memory: 8521, top1_acc: 0.7630, top5_acc: 0.9120, loss_cls: 0.9341, loss: 0.9341, grad_norm: 18.2817 2020-08-11 20:35:49,074 - mmaction - INFO - Epoch [47][1840/2505] lr: 5.000e-05, eta: 15:08:55, time: 1.869, data_time: 0.007, memory: 8521, top1_acc: 0.7693, top5_acc: 0.9099, loss_cls: 0.9251, loss: 0.9251, grad_norm: 18.0183 2020-08-11 20:36:26,193 - mmaction - INFO - Epoch [47][1860/2505] lr: 5.000e-05, eta: 15:08:16, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7672, top5_acc: 0.9083, loss_cls: 0.9275, loss: 0.9275, grad_norm: 18.5242 2020-08-11 20:37:03,379 - mmaction - INFO - Epoch [47][1880/2505] lr: 5.000e-05, eta: 15:07:37, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7630, top5_acc: 0.9089, loss_cls: 0.9341, loss: 0.9341, grad_norm: 18.3206 2020-08-11 20:37:40,544 - mmaction - INFO - Epoch [47][1900/2505] lr: 5.000e-05, eta: 15:06:58, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7682, top5_acc: 0.8995, loss_cls: 0.9415, loss: 0.9415, grad_norm: 18.4475 2020-08-11 20:38:17,631 - mmaction - INFO - Epoch [47][1920/2505] lr: 5.000e-05, eta: 15:06:19, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.7505, top5_acc: 0.8911, loss_cls: 1.0079, loss: 1.0079, grad_norm: 19.1597 2020-08-11 20:38:54,724 - mmaction - INFO - Epoch [47][1940/2505] lr: 5.000e-05, eta: 15:05:40, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7745, top5_acc: 0.9089, loss_cls: 0.9590, loss: 0.9590, grad_norm: 17.8235 2020-08-11 20:39:31,848 - mmaction - INFO - Epoch [47][1960/2505] lr: 5.000e-05, eta: 15:05:01, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7651, top5_acc: 0.9005, loss_cls: 0.9629, loss: 0.9629, grad_norm: 18.1493 2020-08-11 20:40:09,049 - mmaction - INFO - Epoch [47][1980/2505] lr: 5.000e-05, eta: 15:04:22, time: 1.860, data_time: 0.000, memory: 8521, top1_acc: 0.7547, top5_acc: 0.8948, loss_cls: 0.9804, loss: 0.9804, grad_norm: 18.7889 2020-08-11 20:40:46,273 - mmaction - INFO - Epoch [47][2000/2505] lr: 5.000e-05, eta: 15:03:43, time: 1.861, data_time: 0.005, memory: 8521, top1_acc: 0.7682, top5_acc: 0.9109, loss_cls: 0.9206, loss: 0.9206, grad_norm: 18.4499 2020-08-11 20:41:23,455 - mmaction - INFO - Epoch [47][2020/2505] lr: 5.000e-05, eta: 15:03:04, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7474, top5_acc: 0.8891, loss_cls: 1.0318, loss: 1.0318, grad_norm: 19.9257 2020-08-11 20:42:00,713 - mmaction - INFO - Epoch [47][2040/2505] lr: 5.000e-05, eta: 15:02:25, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7698, top5_acc: 0.9089, loss_cls: 0.9376, loss: 0.9376, grad_norm: 18.1875 2020-08-11 20:42:37,877 - mmaction - INFO - Epoch [47][2060/2505] lr: 5.000e-05, eta: 15:01:46, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7521, top5_acc: 0.8979, loss_cls: 1.0071, loss: 1.0071, grad_norm: 18.1762 2020-08-11 20:43:15,117 - mmaction - INFO - Epoch [47][2080/2505] lr: 5.000e-05, eta: 15:01:07, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7562, top5_acc: 0.8943, loss_cls: 1.0332, loss: 1.0332, grad_norm: 17.9694 2020-08-11 20:43:52,216 - mmaction - INFO - Epoch [47][2100/2505] lr: 5.000e-05, eta: 15:00:28, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7651, top5_acc: 0.9000, loss_cls: 0.9445, loss: 0.9445, grad_norm: 18.0074 2020-08-11 20:44:29,462 - mmaction - INFO - Epoch [47][2120/2505] lr: 5.000e-05, eta: 14:59:49, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7391, top5_acc: 0.8937, loss_cls: 1.0169, loss: 1.0169, grad_norm: 18.5892 2020-08-11 20:45:06,620 - mmaction - INFO - Epoch [47][2140/2505] lr: 5.000e-05, eta: 14:59:10, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7703, top5_acc: 0.9042, loss_cls: 0.9334, loss: 0.9334, grad_norm: 17.7754 2020-08-11 20:45:43,710 - mmaction - INFO - Epoch [47][2160/2505] lr: 5.000e-05, eta: 14:58:31, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.7620, top5_acc: 0.9021, loss_cls: 0.9695, loss: 0.9695, grad_norm: 18.0834 2020-08-11 20:46:20,844 - mmaction - INFO - Epoch [47][2180/2505] lr: 5.000e-05, eta: 14:57:52, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7646, top5_acc: 0.9047, loss_cls: 0.9589, loss: 0.9589, grad_norm: 18.3154 2020-08-11 20:46:57,918 - mmaction - INFO - Epoch [47][2200/2505] lr: 5.000e-05, eta: 14:57:13, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.7521, top5_acc: 0.9042, loss_cls: 1.0012, loss: 1.0012, grad_norm: 19.0335 2020-08-11 20:47:35,050 - mmaction - INFO - Epoch [47][2220/2505] lr: 5.000e-05, eta: 14:56:34, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7760, top5_acc: 0.9047, loss_cls: 0.9475, loss: 0.9475, grad_norm: 17.6593 2020-08-11 20:48:12,236 - mmaction - INFO - Epoch [47][2240/2505] lr: 5.000e-05, eta: 14:55:55, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7578, top5_acc: 0.9047, loss_cls: 0.9468, loss: 0.9468, grad_norm: 17.5465 2020-08-11 20:48:49,499 - mmaction - INFO - Epoch [47][2260/2505] lr: 5.000e-05, eta: 14:55:16, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7661, top5_acc: 0.9057, loss_cls: 0.9679, loss: 0.9679, grad_norm: 18.8554 2020-08-11 20:49:26,687 - mmaction - INFO - Epoch [47][2280/2505] lr: 5.000e-05, eta: 14:54:37, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7589, top5_acc: 0.9052, loss_cls: 0.9595, loss: 0.9595, grad_norm: 18.6507 2020-08-11 20:50:03,833 - mmaction - INFO - Epoch [47][2300/2505] lr: 5.000e-05, eta: 14:53:58, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7526, top5_acc: 0.9016, loss_cls: 0.9770, loss: 0.9770, grad_norm: 18.6355 2020-08-11 20:50:40,992 - mmaction - INFO - Epoch [47][2320/2505] lr: 5.000e-05, eta: 14:53:19, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7557, top5_acc: 0.8885, loss_cls: 1.0058, loss: 1.0058, grad_norm: 18.4645 2020-08-11 20:51:18,174 - mmaction - INFO - Epoch [47][2340/2505] lr: 5.000e-05, eta: 14:52:40, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7698, top5_acc: 0.9021, loss_cls: 0.9417, loss: 0.9417, grad_norm: 17.7755 2020-08-11 20:51:55,322 - mmaction - INFO - Epoch [47][2360/2505] lr: 5.000e-05, eta: 14:52:01, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7807, top5_acc: 0.9172, loss_cls: 0.8770, loss: 0.8770, grad_norm: 17.8678 2020-08-11 20:52:32,454 - mmaction - INFO - Epoch [47][2380/2505] lr: 5.000e-05, eta: 14:51:22, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7719, top5_acc: 0.9099, loss_cls: 0.8824, loss: 0.8824, grad_norm: 17.8825 2020-08-11 20:53:09,605 - mmaction - INFO - Epoch [47][2400/2505] lr: 5.000e-05, eta: 14:50:43, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7599, top5_acc: 0.9031, loss_cls: 0.9929, loss: 0.9929, grad_norm: 19.2428 2020-08-11 20:53:46,922 - mmaction - INFO - Epoch [47][2420/2505] lr: 5.000e-05, eta: 14:50:04, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7542, top5_acc: 0.8953, loss_cls: 1.0159, loss: 1.0159, grad_norm: 19.0197 2020-08-11 20:54:24,011 - mmaction - INFO - Epoch [47][2440/2505] lr: 5.000e-05, eta: 14:49:25, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.7724, top5_acc: 0.9156, loss_cls: 0.9045, loss: 0.9045, grad_norm: 17.9793 2020-08-11 20:55:01,193 - mmaction - INFO - Epoch [47][2460/2505] lr: 5.000e-05, eta: 14:48:46, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7620, top5_acc: 0.9036, loss_cls: 0.9543, loss: 0.9543, grad_norm: 18.6116 2020-08-11 20:55:38,428 - mmaction - INFO - Epoch [47][2480/2505] lr: 5.000e-05, eta: 14:48:07, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7677, top5_acc: 0.8984, loss_cls: 0.9691, loss: 0.9691, grad_norm: 18.4129 2020-08-11 20:56:15,648 - mmaction - INFO - Epoch [47][2500/2505] lr: 5.000e-05, eta: 14:47:28, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7620, top5_acc: 0.9031, loss_cls: 0.9854, loss: 0.9854, grad_norm: 18.6649 2020-08-11 20:58:16,225 - mmaction - INFO - Epoch [48][20/2505] lr: 5.000e-05, eta: 14:46:52, time: 5.049, data_time: 3.115, memory: 8521, top1_acc: 0.7714, top5_acc: 0.9083, loss_cls: 0.9213, loss: 0.9213, grad_norm: 18.5517 2020-08-11 20:58:54,230 - mmaction - INFO - Epoch [48][40/2505] lr: 5.000e-05, eta: 14:46:13, time: 1.900, data_time: 0.017, memory: 8521, top1_acc: 0.7667, top5_acc: 0.9089, loss_cls: 0.9323, loss: 0.9323, grad_norm: 18.1885 2020-08-11 20:59:31,932 - mmaction - INFO - Epoch [48][60/2505] lr: 5.000e-05, eta: 14:45:34, time: 1.885, data_time: 0.001, memory: 8521, top1_acc: 0.7552, top5_acc: 0.8990, loss_cls: 1.0031, loss: 1.0031, grad_norm: 18.3709 2020-08-11 21:00:12,385 - mmaction - INFO - Epoch [48][80/2505] lr: 5.000e-05, eta: 14:44:56, time: 2.018, data_time: 0.001, memory: 8521, top1_acc: 0.7672, top5_acc: 0.9026, loss_cls: 0.9200, loss: 0.9200, grad_norm: 18.6492 2020-08-11 21:00:50,227 - mmaction - INFO - Epoch [48][100/2505] lr: 5.000e-05, eta: 14:44:17, time: 1.897, data_time: 0.015, memory: 8521, top1_acc: 0.7609, top5_acc: 0.9000, loss_cls: 0.9759, loss: 0.9759, grad_norm: 18.5067 2020-08-11 21:01:28,155 - mmaction - INFO - Epoch [48][120/2505] lr: 5.000e-05, eta: 14:43:38, time: 1.896, data_time: 0.001, memory: 8521, top1_acc: 0.7547, top5_acc: 0.8995, loss_cls: 0.9941, loss: 0.9941, grad_norm: 17.6904 2020-08-11 21:02:05,757 - mmaction - INFO - Epoch [48][140/2505] lr: 5.000e-05, eta: 14:42:59, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.7693, top5_acc: 0.9021, loss_cls: 0.9652, loss: 0.9652, grad_norm: 18.5263 2020-08-11 21:02:43,450 - mmaction - INFO - Epoch [48][160/2505] lr: 5.000e-05, eta: 14:42:21, time: 1.885, data_time: 0.001, memory: 8521, top1_acc: 0.7552, top5_acc: 0.9042, loss_cls: 0.9521, loss: 0.9521, grad_norm: 18.1071 2020-08-11 21:03:21,276 - mmaction - INFO - Epoch [48][180/2505] lr: 5.000e-05, eta: 14:41:42, time: 1.891, data_time: 0.001, memory: 8521, top1_acc: 0.7594, top5_acc: 0.8964, loss_cls: 0.9838, loss: 0.9838, grad_norm: 18.8344 2020-08-11 21:03:58,918 - mmaction - INFO - Epoch [48][200/2505] lr: 5.000e-05, eta: 14:41:03, time: 1.883, data_time: 0.001, memory: 8521, top1_acc: 0.7807, top5_acc: 0.9120, loss_cls: 0.8906, loss: 0.8906, grad_norm: 17.6113 2020-08-11 21:04:36,696 - mmaction - INFO - Epoch [48][220/2505] lr: 5.000e-05, eta: 14:40:24, time: 1.889, data_time: 0.000, memory: 8521, top1_acc: 0.7745, top5_acc: 0.9161, loss_cls: 0.9217, loss: 0.9217, grad_norm: 18.0356 2020-08-11 21:05:15,416 - mmaction - INFO - Epoch [48][240/2505] lr: 5.000e-05, eta: 14:39:45, time: 1.935, data_time: 0.000, memory: 8521, top1_acc: 0.7698, top5_acc: 0.8948, loss_cls: 0.9729, loss: 0.9729, grad_norm: 18.5794 2020-08-11 21:05:52,921 - mmaction - INFO - Epoch [48][260/2505] lr: 5.000e-05, eta: 14:39:06, time: 1.876, data_time: 0.003, memory: 8521, top1_acc: 0.7672, top5_acc: 0.9073, loss_cls: 0.9450, loss: 0.9450, grad_norm: 18.5615 2020-08-11 21:06:30,494 - mmaction - INFO - Epoch [48][280/2505] lr: 5.000e-05, eta: 14:38:27, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.7661, top5_acc: 0.8958, loss_cls: 0.9852, loss: 0.9852, grad_norm: 18.3489 2020-08-11 21:07:07,936 - mmaction - INFO - Epoch [48][300/2505] lr: 5.000e-05, eta: 14:37:49, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.7635, top5_acc: 0.8911, loss_cls: 0.9965, loss: 0.9965, grad_norm: 17.8634 2020-08-11 21:07:45,688 - mmaction - INFO - Epoch [48][320/2505] lr: 5.000e-05, eta: 14:37:10, time: 1.888, data_time: 0.001, memory: 8521, top1_acc: 0.7687, top5_acc: 0.9125, loss_cls: 0.9184, loss: 0.9184, grad_norm: 17.8382 2020-08-11 21:08:23,351 - mmaction - INFO - Epoch [48][340/2505] lr: 5.000e-05, eta: 14:36:31, time: 1.883, data_time: 0.001, memory: 8521, top1_acc: 0.7641, top5_acc: 0.9010, loss_cls: 0.9809, loss: 0.9809, grad_norm: 17.9974 2020-08-11 21:09:00,917 - mmaction - INFO - Epoch [48][360/2505] lr: 5.000e-05, eta: 14:35:52, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.7682, top5_acc: 0.9073, loss_cls: 0.9418, loss: 0.9418, grad_norm: 17.7595 2020-08-11 21:09:38,383 - mmaction - INFO - Epoch [48][380/2505] lr: 5.000e-05, eta: 14:35:13, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.7786, top5_acc: 0.9187, loss_cls: 0.8665, loss: 0.8665, grad_norm: 17.2796 2020-08-11 21:10:15,863 - mmaction - INFO - Epoch [48][400/2505] lr: 5.000e-05, eta: 14:34:34, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.7687, top5_acc: 0.9068, loss_cls: 0.9038, loss: 0.9038, grad_norm: 18.1199 2020-08-11 21:10:53,522 - mmaction - INFO - Epoch [48][420/2505] lr: 5.000e-05, eta: 14:33:55, time: 1.883, data_time: 0.004, memory: 8521, top1_acc: 0.7599, top5_acc: 0.9089, loss_cls: 0.9423, loss: 0.9423, grad_norm: 17.9773 2020-08-11 21:11:30,989 - mmaction - INFO - Epoch [48][440/2505] lr: 5.000e-05, eta: 14:33:16, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.7771, top5_acc: 0.9089, loss_cls: 0.9081, loss: 0.9081, grad_norm: 17.9695 2020-08-11 21:12:08,790 - mmaction - INFO - Epoch [48][460/2505] lr: 5.000e-05, eta: 14:32:37, time: 1.891, data_time: 0.001, memory: 8521, top1_acc: 0.7557, top5_acc: 0.9036, loss_cls: 0.9988, loss: 0.9988, grad_norm: 19.1290 2020-08-11 21:12:46,107 - mmaction - INFO - Epoch [48][480/2505] lr: 5.000e-05, eta: 14:31:58, time: 1.865, data_time: 0.000, memory: 8521, top1_acc: 0.7568, top5_acc: 0.8901, loss_cls: 1.0040, loss: 1.0040, grad_norm: 18.2151 2020-08-11 21:13:23,451 - mmaction - INFO - Epoch [48][500/2505] lr: 5.000e-05, eta: 14:31:20, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7594, top5_acc: 0.9005, loss_cls: 0.9664, loss: 0.9664, grad_norm: 18.2805 2020-08-11 21:14:00,906 - mmaction - INFO - Epoch [48][520/2505] lr: 5.000e-05, eta: 14:30:41, time: 1.873, data_time: 0.000, memory: 8521, top1_acc: 0.7698, top5_acc: 0.8974, loss_cls: 0.9666, loss: 0.9666, grad_norm: 18.0827 2020-08-11 21:14:38,628 - mmaction - INFO - Epoch [48][540/2505] lr: 5.000e-05, eta: 14:30:02, time: 1.886, data_time: 0.000, memory: 8521, top1_acc: 0.7661, top5_acc: 0.8974, loss_cls: 0.9589, loss: 0.9589, grad_norm: 17.9549 2020-08-11 21:15:16,053 - mmaction - INFO - Epoch [48][560/2505] lr: 5.000e-05, eta: 14:29:23, time: 1.871, data_time: 0.000, memory: 8521, top1_acc: 0.7432, top5_acc: 0.8969, loss_cls: 1.0191, loss: 1.0191, grad_norm: 18.9702 2020-08-11 21:15:53,544 - mmaction - INFO - Epoch [48][580/2505] lr: 5.000e-05, eta: 14:28:44, time: 1.875, data_time: 0.004, memory: 8521, top1_acc: 0.7583, top5_acc: 0.8922, loss_cls: 1.0103, loss: 1.0103, grad_norm: 18.1294 2020-08-11 21:16:31,191 - mmaction - INFO - Epoch [48][600/2505] lr: 5.000e-05, eta: 14:28:05, time: 1.882, data_time: 0.001, memory: 8521, top1_acc: 0.7604, top5_acc: 0.8948, loss_cls: 1.0230, loss: 1.0230, grad_norm: 18.5621 2020-08-11 21:17:08,609 - mmaction - INFO - Epoch [48][620/2505] lr: 5.000e-05, eta: 14:27:26, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.7813, top5_acc: 0.9089, loss_cls: 0.9163, loss: 0.9163, grad_norm: 17.4248 2020-08-11 21:17:45,913 - mmaction - INFO - Epoch [48][640/2505] lr: 5.000e-05, eta: 14:26:47, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7693, top5_acc: 0.9026, loss_cls: 0.9084, loss: 0.9084, grad_norm: 16.9372 2020-08-11 21:18:23,185 - mmaction - INFO - Epoch [48][660/2505] lr: 5.000e-05, eta: 14:26:08, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7682, top5_acc: 0.9063, loss_cls: 0.9461, loss: 0.9461, grad_norm: 17.8746 2020-08-11 21:19:00,432 - mmaction - INFO - Epoch [48][680/2505] lr: 5.000e-05, eta: 14:25:29, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7542, top5_acc: 0.8891, loss_cls: 1.0543, loss: 1.0543, grad_norm: 18.7343 2020-08-11 21:19:37,761 - mmaction - INFO - Epoch [48][700/2505] lr: 5.000e-05, eta: 14:24:50, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7719, top5_acc: 0.8958, loss_cls: 0.9829, loss: 0.9829, grad_norm: 17.6310 2020-08-11 21:20:15,127 - mmaction - INFO - Epoch [48][720/2505] lr: 5.000e-05, eta: 14:24:11, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7797, top5_acc: 0.9083, loss_cls: 0.9285, loss: 0.9285, grad_norm: 17.5321 2020-08-11 21:20:52,618 - mmaction - INFO - Epoch [48][740/2505] lr: 5.000e-05, eta: 14:23:32, time: 1.875, data_time: 0.003, memory: 8521, top1_acc: 0.7703, top5_acc: 0.9068, loss_cls: 0.9356, loss: 0.9356, grad_norm: 18.3286 2020-08-11 21:21:30,144 - mmaction - INFO - Epoch [48][760/2505] lr: 5.000e-05, eta: 14:22:54, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.7594, top5_acc: 0.9031, loss_cls: 0.9441, loss: 0.9441, grad_norm: 17.7720 2020-08-11 21:22:07,822 - mmaction - INFO - Epoch [48][780/2505] lr: 5.000e-05, eta: 14:22:15, time: 1.884, data_time: 0.001, memory: 8521, top1_acc: 0.7703, top5_acc: 0.8917, loss_cls: 0.9502, loss: 0.9502, grad_norm: 17.5040 2020-08-11 21:22:45,220 - mmaction - INFO - Epoch [48][800/2505] lr: 5.000e-05, eta: 14:21:36, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7672, top5_acc: 0.9042, loss_cls: 0.9349, loss: 0.9349, grad_norm: 18.7095 2020-08-11 21:23:22,603 - mmaction - INFO - Epoch [48][820/2505] lr: 5.000e-05, eta: 14:20:57, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.7687, top5_acc: 0.9021, loss_cls: 0.9667, loss: 0.9667, grad_norm: 18.5182 2020-08-11 21:24:00,086 - mmaction - INFO - Epoch [48][840/2505] lr: 5.000e-05, eta: 14:20:18, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.7776, top5_acc: 0.9031, loss_cls: 0.8696, loss: 0.8696, grad_norm: 17.6994 2020-08-11 21:24:37,496 - mmaction - INFO - Epoch [48][860/2505] lr: 5.000e-05, eta: 14:19:39, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.7620, top5_acc: 0.9042, loss_cls: 0.9656, loss: 0.9656, grad_norm: 18.0241 2020-08-11 21:25:14,780 - mmaction - INFO - Epoch [48][880/2505] lr: 5.000e-05, eta: 14:19:00, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7609, top5_acc: 0.8979, loss_cls: 0.9855, loss: 0.9855, grad_norm: 18.3606 2020-08-11 21:25:52,122 - mmaction - INFO - Epoch [48][900/2505] lr: 5.000e-05, eta: 14:18:21, time: 1.867, data_time: 0.005, memory: 8521, top1_acc: 0.7672, top5_acc: 0.9052, loss_cls: 0.9710, loss: 0.9710, grad_norm: 18.5257 2020-08-11 21:26:29,350 - mmaction - INFO - Epoch [48][920/2505] lr: 5.000e-05, eta: 14:17:42, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7688, top5_acc: 0.8969, loss_cls: 1.0097, loss: 1.0097, grad_norm: 18.9329 2020-08-11 21:27:06,721 - mmaction - INFO - Epoch [48][940/2505] lr: 5.000e-05, eta: 14:17:03, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.7609, top5_acc: 0.9047, loss_cls: 0.9271, loss: 0.9271, grad_norm: 18.2679 2020-08-11 21:27:44,203 - mmaction - INFO - Epoch [48][960/2505] lr: 5.000e-05, eta: 14:16:24, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.7500, top5_acc: 0.8943, loss_cls: 1.0392, loss: 1.0392, grad_norm: 18.4062 2020-08-11 21:28:21,485 - mmaction - INFO - Epoch [48][980/2505] lr: 5.000e-05, eta: 14:15:45, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7620, top5_acc: 0.8953, loss_cls: 0.9825, loss: 0.9825, grad_norm: 17.4257 2020-08-11 21:28:59,095 - mmaction - INFO - Epoch [48][1000/2505] lr: 5.000e-05, eta: 14:15:07, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.7458, top5_acc: 0.8859, loss_cls: 1.0626, loss: 1.0626, grad_norm: 18.4985 2020-08-11 21:29:36,432 - mmaction - INFO - Epoch [48][1020/2505] lr: 5.000e-05, eta: 14:14:28, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7677, top5_acc: 0.8979, loss_cls: 0.9483, loss: 0.9483, grad_norm: 17.0352 2020-08-11 21:30:13,832 - mmaction - INFO - Epoch [48][1040/2505] lr: 5.000e-05, eta: 14:13:49, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7578, top5_acc: 0.9068, loss_cls: 0.9538, loss: 0.9538, grad_norm: 18.4774 2020-08-11 21:30:51,341 - mmaction - INFO - Epoch [48][1060/2505] lr: 5.000e-05, eta: 14:13:10, time: 1.875, data_time: 0.006, memory: 8521, top1_acc: 0.7562, top5_acc: 0.8906, loss_cls: 1.0102, loss: 1.0102, grad_norm: 18.5074 2020-08-11 21:31:28,596 - mmaction - INFO - Epoch [48][1080/2505] lr: 5.000e-05, eta: 14:12:31, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7635, top5_acc: 0.9026, loss_cls: 0.9561, loss: 0.9561, grad_norm: 17.7271 2020-08-11 21:32:05,986 - mmaction - INFO - Epoch [48][1100/2505] lr: 5.000e-05, eta: 14:11:52, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.7672, top5_acc: 0.8911, loss_cls: 1.0037, loss: 1.0037, grad_norm: 17.8080 2020-08-11 21:32:43,232 - mmaction - INFO - Epoch [48][1120/2505] lr: 5.000e-05, eta: 14:11:13, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7682, top5_acc: 0.9016, loss_cls: 0.9779, loss: 0.9779, grad_norm: 17.4852 2020-08-11 21:33:20,628 - mmaction - INFO - Epoch [48][1140/2505] lr: 5.000e-05, eta: 14:10:34, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7557, top5_acc: 0.9026, loss_cls: 0.9596, loss: 0.9596, grad_norm: 18.1339 2020-08-11 21:33:58,180 - mmaction - INFO - Epoch [48][1160/2505] lr: 5.000e-05, eta: 14:09:55, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.7781, top5_acc: 0.9182, loss_cls: 0.8777, loss: 0.8777, grad_norm: 17.5683 2020-08-11 21:34:35,461 - mmaction - INFO - Epoch [48][1180/2505] lr: 5.000e-05, eta: 14:09:16, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7781, top5_acc: 0.9052, loss_cls: 0.9310, loss: 0.9310, grad_norm: 17.0490 2020-08-11 21:35:12,909 - mmaction - INFO - Epoch [48][1200/2505] lr: 5.000e-05, eta: 14:08:37, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.7615, top5_acc: 0.8995, loss_cls: 0.9566, loss: 0.9566, grad_norm: 17.5758 2020-08-11 21:35:50,275 - mmaction - INFO - Epoch [48][1220/2505] lr: 5.000e-05, eta: 14:07:58, time: 1.868, data_time: 0.003, memory: 8521, top1_acc: 0.7573, top5_acc: 0.9005, loss_cls: 0.9723, loss: 0.9723, grad_norm: 18.6492 2020-08-11 21:36:27,692 - mmaction - INFO - Epoch [48][1240/2505] lr: 5.000e-05, eta: 14:07:19, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.7646, top5_acc: 0.8990, loss_cls: 0.9474, loss: 0.9474, grad_norm: 18.4873 2020-08-11 21:37:05,098 - mmaction - INFO - Epoch [48][1260/2505] lr: 5.000e-05, eta: 14:06:41, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7771, top5_acc: 0.9036, loss_cls: 0.9295, loss: 0.9295, grad_norm: 17.5156 2020-08-11 21:37:42,449 - mmaction - INFO - Epoch [48][1280/2505] lr: 5.000e-05, eta: 14:06:02, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7594, top5_acc: 0.8969, loss_cls: 0.9889, loss: 0.9889, grad_norm: 18.6073 2020-08-11 21:38:19,671 - mmaction - INFO - Epoch [48][1300/2505] lr: 5.000e-05, eta: 14:05:23, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7646, top5_acc: 0.9052, loss_cls: 0.9529, loss: 0.9529, grad_norm: 17.7010 2020-08-11 21:38:57,106 - mmaction - INFO - Epoch [48][1320/2505] lr: 5.000e-05, eta: 14:04:44, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.7568, top5_acc: 0.9000, loss_cls: 1.0088, loss: 1.0088, grad_norm: 18.7638 2020-08-11 21:39:34,405 - mmaction - INFO - Epoch [48][1340/2505] lr: 5.000e-05, eta: 14:04:05, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7693, top5_acc: 0.9026, loss_cls: 0.9576, loss: 0.9576, grad_norm: 18.0437 2020-08-11 21:40:12,156 - mmaction - INFO - Epoch [48][1360/2505] lr: 5.000e-05, eta: 14:03:26, time: 1.887, data_time: 0.001, memory: 8521, top1_acc: 0.7682, top5_acc: 0.9099, loss_cls: 0.9179, loss: 0.9179, grad_norm: 17.4914 2020-08-11 21:40:49,489 - mmaction - INFO - Epoch [48][1380/2505] lr: 5.000e-05, eta: 14:02:47, time: 1.867, data_time: 0.005, memory: 8521, top1_acc: 0.7474, top5_acc: 0.8891, loss_cls: 1.0004, loss: 1.0004, grad_norm: 18.1279 2020-08-11 21:41:26,806 - mmaction - INFO - Epoch [48][1400/2505] lr: 5.000e-05, eta: 14:02:08, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7625, top5_acc: 0.9104, loss_cls: 0.9398, loss: 0.9398, grad_norm: 17.8225 2020-08-11 21:42:04,248 - mmaction - INFO - Epoch [48][1420/2505] lr: 5.000e-05, eta: 14:01:29, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.7651, top5_acc: 0.9078, loss_cls: 0.9619, loss: 0.9619, grad_norm: 17.8273 2020-08-11 21:42:41,525 - mmaction - INFO - Epoch [48][1440/2505] lr: 5.000e-05, eta: 14:00:50, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7568, top5_acc: 0.9068, loss_cls: 0.9577, loss: 0.9577, grad_norm: 18.5072 2020-08-11 21:43:18,796 - mmaction - INFO - Epoch [48][1460/2505] lr: 5.000e-05, eta: 14:00:11, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7656, top5_acc: 0.8979, loss_cls: 0.9906, loss: 0.9906, grad_norm: 17.3003 2020-08-11 21:43:56,032 - mmaction - INFO - Epoch [48][1480/2505] lr: 5.000e-05, eta: 13:59:32, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7562, top5_acc: 0.9026, loss_cls: 0.9936, loss: 0.9936, grad_norm: 18.5137 2020-08-11 21:44:33,351 - mmaction - INFO - Epoch [48][1500/2505] lr: 5.000e-05, eta: 13:58:54, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7615, top5_acc: 0.9042, loss_cls: 0.9806, loss: 0.9806, grad_norm: 18.5975 2020-08-11 21:45:11,078 - mmaction - INFO - Epoch [48][1520/2505] lr: 5.000e-05, eta: 13:58:15, time: 1.886, data_time: 0.001, memory: 8521, top1_acc: 0.7635, top5_acc: 0.9005, loss_cls: 0.9557, loss: 0.9557, grad_norm: 18.2249 2020-08-11 21:45:48,382 - mmaction - INFO - Epoch [48][1540/2505] lr: 5.000e-05, eta: 13:57:36, time: 1.865, data_time: 0.004, memory: 8521, top1_acc: 0.7578, top5_acc: 0.8922, loss_cls: 1.0237, loss: 1.0237, grad_norm: 19.1696 2020-08-11 21:46:25,828 - mmaction - INFO - Epoch [48][1560/2505] lr: 5.000e-05, eta: 13:56:57, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.7620, top5_acc: 0.9042, loss_cls: 0.9795, loss: 0.9795, grad_norm: 18.3749 2020-08-11 21:47:02,981 - mmaction - INFO - Epoch [48][1580/2505] lr: 5.000e-05, eta: 13:56:18, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7661, top5_acc: 0.9052, loss_cls: 0.9545, loss: 0.9545, grad_norm: 18.3238 2020-08-11 21:47:40,456 - mmaction - INFO - Epoch [48][1600/2505] lr: 5.000e-05, eta: 13:55:39, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.7693, top5_acc: 0.9057, loss_cls: 0.9320, loss: 0.9320, grad_norm: 17.2841 2020-08-11 21:48:17,756 - mmaction - INFO - Epoch [48][1620/2505] lr: 5.000e-05, eta: 13:55:00, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7573, top5_acc: 0.8995, loss_cls: 0.9800, loss: 0.9800, grad_norm: 18.4748 2020-08-11 21:48:54,995 - mmaction - INFO - Epoch [48][1640/2505] lr: 5.000e-05, eta: 13:54:21, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7656, top5_acc: 0.9094, loss_cls: 0.9260, loss: 0.9260, grad_norm: 18.4216 2020-08-11 21:49:32,190 - mmaction - INFO - Epoch [48][1660/2505] lr: 5.000e-05, eta: 13:53:42, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7536, top5_acc: 0.9005, loss_cls: 0.9809, loss: 0.9809, grad_norm: 18.6832 2020-08-11 21:50:09,311 - mmaction - INFO - Epoch [48][1680/2505] lr: 5.000e-05, eta: 13:53:03, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7719, top5_acc: 0.9026, loss_cls: 0.9471, loss: 0.9471, grad_norm: 18.0500 2020-08-11 21:50:46,478 - mmaction - INFO - Epoch [48][1700/2505] lr: 5.000e-05, eta: 13:52:24, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7687, top5_acc: 0.9068, loss_cls: 0.9629, loss: 0.9629, grad_norm: 17.9618 2020-08-11 21:51:23,631 - mmaction - INFO - Epoch [48][1720/2505] lr: 5.000e-05, eta: 13:51:45, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7630, top5_acc: 0.9125, loss_cls: 0.9024, loss: 0.9024, grad_norm: 17.3788 2020-08-11 21:52:00,966 - mmaction - INFO - Epoch [48][1740/2505] lr: 5.000e-05, eta: 13:51:06, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7609, top5_acc: 0.8958, loss_cls: 0.9818, loss: 0.9818, grad_norm: 17.9512 2020-08-11 21:52:38,150 - mmaction - INFO - Epoch [48][1760/2505] lr: 5.000e-05, eta: 13:50:27, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7573, top5_acc: 0.9094, loss_cls: 0.9299, loss: 0.9299, grad_norm: 17.9912 2020-08-11 21:53:15,450 - mmaction - INFO - Epoch [48][1780/2505] lr: 5.000e-05, eta: 13:49:49, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7604, top5_acc: 0.9057, loss_cls: 0.9457, loss: 0.9457, grad_norm: 17.8396 2020-08-11 21:53:52,693 - mmaction - INFO - Epoch [48][1800/2505] lr: 5.000e-05, eta: 13:49:10, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7703, top5_acc: 0.9052, loss_cls: 0.9367, loss: 0.9367, grad_norm: 17.9442 2020-08-11 21:54:29,779 - mmaction - INFO - Epoch [48][1820/2505] lr: 5.000e-05, eta: 13:48:31, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.7656, top5_acc: 0.9057, loss_cls: 0.9586, loss: 0.9586, grad_norm: 17.8913 2020-08-11 21:55:06,893 - mmaction - INFO - Epoch [48][1840/2505] lr: 5.000e-05, eta: 13:47:52, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7687, top5_acc: 0.9052, loss_cls: 0.9419, loss: 0.9419, grad_norm: 18.5721 2020-08-11 21:55:44,106 - mmaction - INFO - Epoch [48][1860/2505] lr: 5.000e-05, eta: 13:47:13, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7583, top5_acc: 0.9042, loss_cls: 0.9452, loss: 0.9452, grad_norm: 18.8315 2020-08-11 21:56:21,282 - mmaction - INFO - Epoch [48][1880/2505] lr: 5.000e-05, eta: 13:46:34, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7755, top5_acc: 0.9099, loss_cls: 0.9148, loss: 0.9148, grad_norm: 18.5139 2020-08-11 21:56:58,538 - mmaction - INFO - Epoch [48][1900/2505] lr: 5.000e-05, eta: 13:45:55, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7604, top5_acc: 0.8964, loss_cls: 0.9748, loss: 0.9748, grad_norm: 18.8046 2020-08-11 21:57:35,647 - mmaction - INFO - Epoch [48][1920/2505] lr: 5.000e-05, eta: 13:45:16, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7620, top5_acc: 0.8953, loss_cls: 0.9916, loss: 0.9916, grad_norm: 18.4963 2020-08-11 21:58:12,842 - mmaction - INFO - Epoch [48][1940/2505] lr: 5.000e-05, eta: 13:44:37, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7568, top5_acc: 0.8990, loss_cls: 0.9838, loss: 0.9838, grad_norm: 18.5403 2020-08-11 21:58:50,011 - mmaction - INFO - Epoch [48][1960/2505] lr: 5.000e-05, eta: 13:43:58, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7651, top5_acc: 0.9005, loss_cls: 0.9797, loss: 0.9797, grad_norm: 17.8115 2020-08-11 21:59:27,152 - mmaction - INFO - Epoch [48][1980/2505] lr: 5.000e-05, eta: 13:43:19, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7615, top5_acc: 0.9036, loss_cls: 0.9682, loss: 0.9682, grad_norm: 18.6729 2020-08-11 22:00:06,907 - mmaction - INFO - Epoch [48][2000/2505] lr: 5.000e-05, eta: 13:42:41, time: 1.986, data_time: 0.004, memory: 8521, top1_acc: 0.7620, top5_acc: 0.9099, loss_cls: 0.9349, loss: 0.9349, grad_norm: 18.6460 2020-08-11 22:00:44,222 - mmaction - INFO - Epoch [48][2020/2505] lr: 5.000e-05, eta: 13:42:02, time: 1.867, data_time: 0.011, memory: 8521, top1_acc: 0.7531, top5_acc: 0.8964, loss_cls: 0.9751, loss: 0.9751, grad_norm: 18.2565 2020-08-11 22:01:21,541 - mmaction - INFO - Epoch [48][2040/2505] lr: 5.000e-05, eta: 13:41:23, time: 1.866, data_time: 0.002, memory: 8521, top1_acc: 0.7635, top5_acc: 0.9057, loss_cls: 0.9613, loss: 0.9613, grad_norm: 18.4907 2020-08-11 22:01:58,728 - mmaction - INFO - Epoch [48][2060/2505] lr: 5.000e-05, eta: 13:40:44, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7557, top5_acc: 0.9042, loss_cls: 0.9795, loss: 0.9795, grad_norm: 18.8450 2020-08-11 22:02:35,866 - mmaction - INFO - Epoch [48][2080/2505] lr: 5.000e-05, eta: 13:40:05, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7568, top5_acc: 0.9083, loss_cls: 0.9651, loss: 0.9651, grad_norm: 18.6261 2020-08-11 22:03:13,053 - mmaction - INFO - Epoch [48][2100/2505] lr: 5.000e-05, eta: 13:39:26, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7599, top5_acc: 0.8969, loss_cls: 0.9878, loss: 0.9878, grad_norm: 18.5931 2020-08-11 22:03:50,240 - mmaction - INFO - Epoch [48][2120/2505] lr: 5.000e-05, eta: 13:38:47, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7609, top5_acc: 0.9073, loss_cls: 0.9422, loss: 0.9422, grad_norm: 18.3963 2020-08-11 22:04:27,369 - mmaction - INFO - Epoch [48][2140/2505] lr: 5.000e-05, eta: 13:38:08, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7490, top5_acc: 0.8932, loss_cls: 1.0212, loss: 1.0212, grad_norm: 19.0520 2020-08-11 22:05:04,577 - mmaction - INFO - Epoch [48][2160/2505] lr: 5.000e-05, eta: 13:37:29, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7781, top5_acc: 0.9078, loss_cls: 0.9191, loss: 0.9191, grad_norm: 18.1623 2020-08-11 22:05:41,818 - mmaction - INFO - Epoch [48][2180/2505] lr: 5.000e-05, eta: 13:36:50, time: 1.863, data_time: 0.002, memory: 8521, top1_acc: 0.7578, top5_acc: 0.9042, loss_cls: 0.9714, loss: 0.9714, grad_norm: 18.3898 2020-08-11 22:06:18,951 - mmaction - INFO - Epoch [48][2200/2505] lr: 5.000e-05, eta: 13:36:11, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7661, top5_acc: 0.9057, loss_cls: 0.9388, loss: 0.9388, grad_norm: 18.0034 2020-08-11 22:06:56,083 - mmaction - INFO - Epoch [48][2220/2505] lr: 5.000e-05, eta: 13:35:32, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7687, top5_acc: 0.9078, loss_cls: 0.9190, loss: 0.9190, grad_norm: 18.1751 2020-08-11 22:07:33,304 - mmaction - INFO - Epoch [48][2240/2505] lr: 5.000e-05, eta: 13:34:54, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7620, top5_acc: 0.9083, loss_cls: 0.9615, loss: 0.9615, grad_norm: 18.3281 2020-08-11 22:08:10,561 - mmaction - INFO - Epoch [48][2260/2505] lr: 5.000e-05, eta: 13:34:15, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7714, top5_acc: 0.8953, loss_cls: 0.9525, loss: 0.9525, grad_norm: 17.4779 2020-08-11 22:08:47,810 - mmaction - INFO - Epoch [48][2280/2505] lr: 5.000e-05, eta: 13:33:36, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7724, top5_acc: 0.9130, loss_cls: 0.9087, loss: 0.9087, grad_norm: 18.3385 2020-08-11 22:09:24,917 - mmaction - INFO - Epoch [48][2300/2505] lr: 5.000e-05, eta: 13:32:57, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7615, top5_acc: 0.8896, loss_cls: 1.0056, loss: 1.0056, grad_norm: 18.9686 2020-08-11 22:10:02,130 - mmaction - INFO - Epoch [48][2320/2505] lr: 5.000e-05, eta: 13:32:18, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7714, top5_acc: 0.9089, loss_cls: 0.9236, loss: 0.9236, grad_norm: 18.0470 2020-08-11 22:10:39,347 - mmaction - INFO - Epoch [48][2340/2505] lr: 5.000e-05, eta: 13:31:39, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7698, top5_acc: 0.9063, loss_cls: 0.9164, loss: 0.9164, grad_norm: 17.5815 2020-08-11 22:11:16,523 - mmaction - INFO - Epoch [48][2360/2505] lr: 5.000e-05, eta: 13:31:00, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7328, top5_acc: 0.8880, loss_cls: 1.0715, loss: 1.0715, grad_norm: 19.8103 2020-08-11 22:11:53,640 - mmaction - INFO - Epoch [48][2380/2505] lr: 5.000e-05, eta: 13:30:21, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7682, top5_acc: 0.9115, loss_cls: 0.9073, loss: 0.9073, grad_norm: 17.4229 2020-08-11 22:12:30,832 - mmaction - INFO - Epoch [48][2400/2505] lr: 5.000e-05, eta: 13:29:42, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7500, top5_acc: 0.9016, loss_cls: 0.9957, loss: 0.9957, grad_norm: 18.0204 2020-08-11 22:13:07,956 - mmaction - INFO - Epoch [48][2420/2505] lr: 5.000e-05, eta: 13:29:03, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7677, top5_acc: 0.8974, loss_cls: 0.9212, loss: 0.9212, grad_norm: 17.5179 2020-08-11 22:13:45,118 - mmaction - INFO - Epoch [48][2440/2505] lr: 5.000e-05, eta: 13:28:24, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7661, top5_acc: 0.9021, loss_cls: 0.9625, loss: 0.9625, grad_norm: 18.8491 2020-08-11 22:14:22,280 - mmaction - INFO - Epoch [48][2460/2505] lr: 5.000e-05, eta: 13:27:45, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7589, top5_acc: 0.9000, loss_cls: 0.9795, loss: 0.9795, grad_norm: 18.6332 2020-08-11 22:14:59,393 - mmaction - INFO - Epoch [48][2480/2505] lr: 5.000e-05, eta: 13:27:06, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7589, top5_acc: 0.9042, loss_cls: 0.9445, loss: 0.9445, grad_norm: 19.1590 2020-08-11 22:15:36,564 - mmaction - INFO - Epoch [48][2500/2505] lr: 5.000e-05, eta: 13:26:27, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7599, top5_acc: 0.9021, loss_cls: 0.9607, loss: 0.9607, grad_norm: 18.3068 2020-08-11 22:15:54,378 - mmaction - INFO - Saving checkpoint at 48 epochs 2020-08-11 22:17:32,419 - mmaction - INFO - Epoch [49][20/2505] lr: 5.000e-06, eta: 13:25:49, time: 4.870, data_time: 2.758, memory: 8521, top1_acc: 0.7687, top5_acc: 0.8995, loss_cls: 0.9516, loss: 0.9516, grad_norm: 18.1248 2020-08-11 22:18:10,303 - mmaction - INFO - Epoch [49][40/2505] lr: 5.000e-06, eta: 13:25:11, time: 1.895, data_time: 0.008, memory: 8521, top1_acc: 0.7578, top5_acc: 0.9026, loss_cls: 0.9522, loss: 0.9522, grad_norm: 18.3592 2020-08-11 22:18:48,061 - mmaction - INFO - Epoch [49][60/2505] lr: 5.000e-06, eta: 13:24:32, time: 1.887, data_time: 0.000, memory: 8521, top1_acc: 0.7745, top5_acc: 0.9031, loss_cls: 0.9188, loss: 0.9188, grad_norm: 17.7288 2020-08-11 22:19:25,821 - mmaction - INFO - Epoch [49][80/2505] lr: 5.000e-06, eta: 13:23:53, time: 1.888, data_time: 0.001, memory: 8521, top1_acc: 0.7599, top5_acc: 0.9042, loss_cls: 1.0076, loss: 1.0076, grad_norm: 18.4871 2020-08-11 22:20:04,506 - mmaction - INFO - Epoch [49][100/2505] lr: 5.000e-06, eta: 13:23:14, time: 1.923, data_time: 0.001, memory: 8521, top1_acc: 0.7516, top5_acc: 0.9036, loss_cls: 0.9747, loss: 0.9747, grad_norm: 18.8078 2020-08-11 22:20:42,892 - mmaction - INFO - Epoch [49][120/2505] lr: 5.000e-06, eta: 13:22:36, time: 1.931, data_time: 0.015, memory: 8521, top1_acc: 0.7594, top5_acc: 0.9042, loss_cls: 0.9600, loss: 0.9600, grad_norm: 18.7724 2020-08-11 22:21:20,767 - mmaction - INFO - Epoch [49][140/2505] lr: 5.000e-06, eta: 13:21:57, time: 1.894, data_time: 0.003, memory: 8521, top1_acc: 0.7781, top5_acc: 0.9099, loss_cls: 0.8840, loss: 0.8840, grad_norm: 17.8329 2020-08-11 22:21:58,579 - mmaction - INFO - Epoch [49][160/2505] lr: 5.000e-06, eta: 13:21:18, time: 1.891, data_time: 0.001, memory: 8521, top1_acc: 0.7594, top5_acc: 0.9021, loss_cls: 0.9583, loss: 0.9583, grad_norm: 18.5254 2020-08-11 22:22:36,158 - mmaction - INFO - Epoch [49][180/2505] lr: 5.000e-06, eta: 13:20:39, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.7807, top5_acc: 0.9115, loss_cls: 0.9232, loss: 0.9232, grad_norm: 17.7465 2020-08-11 22:23:13,698 - mmaction - INFO - Epoch [49][200/2505] lr: 5.000e-06, eta: 13:20:00, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.7547, top5_acc: 0.9036, loss_cls: 0.9817, loss: 0.9817, grad_norm: 18.2764 2020-08-11 22:23:51,258 - mmaction - INFO - Epoch [49][220/2505] lr: 5.000e-06, eta: 13:19:21, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.7531, top5_acc: 0.8953, loss_cls: 0.9985, loss: 0.9985, grad_norm: 18.3312 2020-08-11 22:24:29,008 - mmaction - INFO - Epoch [49][240/2505] lr: 5.000e-06, eta: 13:18:43, time: 1.888, data_time: 0.001, memory: 8521, top1_acc: 0.7609, top5_acc: 0.9005, loss_cls: 0.9755, loss: 0.9755, grad_norm: 18.4702 2020-08-11 22:25:07,007 - mmaction - INFO - Epoch [49][260/2505] lr: 5.000e-06, eta: 13:18:04, time: 1.899, data_time: 0.000, memory: 8521, top1_acc: 0.7547, top5_acc: 0.9021, loss_cls: 0.9489, loss: 0.9489, grad_norm: 18.0321 2020-08-11 22:25:44,739 - mmaction - INFO - Epoch [49][280/2505] lr: 5.000e-06, eta: 13:17:25, time: 1.887, data_time: 0.002, memory: 8521, top1_acc: 0.7531, top5_acc: 0.9021, loss_cls: 0.9848, loss: 0.9848, grad_norm: 18.6840 2020-08-11 22:26:22,281 - mmaction - INFO - Epoch [49][300/2505] lr: 5.000e-06, eta: 13:16:46, time: 1.877, data_time: 0.000, memory: 8521, top1_acc: 0.7807, top5_acc: 0.9083, loss_cls: 0.9323, loss: 0.9323, grad_norm: 17.7839 2020-08-11 22:27:00,218 - mmaction - INFO - Epoch [49][320/2505] lr: 5.000e-06, eta: 13:16:07, time: 1.897, data_time: 0.001, memory: 8521, top1_acc: 0.7630, top5_acc: 0.9068, loss_cls: 0.9539, loss: 0.9539, grad_norm: 18.6317 2020-08-11 22:27:37,710 - mmaction - INFO - Epoch [49][340/2505] lr: 5.000e-06, eta: 13:15:29, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.7542, top5_acc: 0.8948, loss_cls: 1.0112, loss: 1.0112, grad_norm: 18.4698 2020-08-11 22:28:15,050 - mmaction - INFO - Epoch [49][360/2505] lr: 5.000e-06, eta: 13:14:50, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7479, top5_acc: 0.8958, loss_cls: 0.9975, loss: 0.9975, grad_norm: 18.0448 2020-08-11 22:28:52,435 - mmaction - INFO - Epoch [49][380/2505] lr: 5.000e-06, eta: 13:14:11, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7792, top5_acc: 0.9255, loss_cls: 0.8819, loss: 0.8819, grad_norm: 18.1438 2020-08-11 22:29:29,627 - mmaction - INFO - Epoch [49][400/2505] lr: 5.000e-06, eta: 13:13:32, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7812, top5_acc: 0.9068, loss_cls: 0.8985, loss: 0.8985, grad_norm: 16.9540 2020-08-11 22:31:03,275 - mmaction - INFO - Epoch [49][420/2505] lr: 5.000e-06, eta: 13:13:04, time: 4.682, data_time: 0.001, memory: 8521, top1_acc: 0.7641, top5_acc: 0.9005, loss_cls: 0.9675, loss: 0.9675, grad_norm: 17.7439 2020-08-11 22:31:40,492 - mmaction - INFO - Epoch [49][440/2505] lr: 5.000e-06, eta: 13:12:26, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7531, top5_acc: 0.8958, loss_cls: 1.0017, loss: 1.0017, grad_norm: 18.6600 2020-08-11 22:32:17,780 - mmaction - INFO - Epoch [49][460/2505] lr: 5.000e-06, eta: 13:11:47, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7698, top5_acc: 0.9000, loss_cls: 0.9476, loss: 0.9476, grad_norm: 18.0748 2020-08-11 22:32:55,165 - mmaction - INFO - Epoch [49][480/2505] lr: 5.000e-06, eta: 13:11:08, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.7625, top5_acc: 0.9146, loss_cls: 0.9197, loss: 0.9197, grad_norm: 18.2472 2020-08-11 22:33:32,549 - mmaction - INFO - Epoch [49][500/2505] lr: 5.000e-06, eta: 13:10:29, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.7599, top5_acc: 0.9063, loss_cls: 0.9546, loss: 0.9546, grad_norm: 18.0249 2020-08-11 22:34:10,030 - mmaction - INFO - Epoch [49][520/2505] lr: 5.000e-06, eta: 13:09:50, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.7734, top5_acc: 0.9115, loss_cls: 0.9500, loss: 0.9500, grad_norm: 18.1103 2020-08-11 22:34:47,356 - mmaction - INFO - Epoch [49][540/2505] lr: 5.000e-06, eta: 13:09:11, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7729, top5_acc: 0.9089, loss_cls: 0.9107, loss: 0.9107, grad_norm: 17.6804 2020-08-11 22:35:24,746 - mmaction - INFO - Epoch [49][560/2505] lr: 5.000e-06, eta: 13:08:32, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7719, top5_acc: 0.9073, loss_cls: 0.9510, loss: 0.9510, grad_norm: 18.0397 2020-08-11 22:36:02,098 - mmaction - INFO - Epoch [49][580/2505] lr: 5.000e-06, eta: 13:07:53, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7698, top5_acc: 0.9010, loss_cls: 0.9500, loss: 0.9500, grad_norm: 17.7536 2020-08-11 22:36:39,306 - mmaction - INFO - Epoch [49][600/2505] lr: 5.000e-06, eta: 13:07:14, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7729, top5_acc: 0.9099, loss_cls: 0.9092, loss: 0.9092, grad_norm: 17.7493 2020-08-11 22:37:16,563 - mmaction - INFO - Epoch [49][620/2505] lr: 5.000e-06, eta: 13:06:35, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7448, top5_acc: 0.8943, loss_cls: 1.0199, loss: 1.0199, grad_norm: 18.6829 2020-08-11 22:37:53,935 - mmaction - INFO - Epoch [49][640/2505] lr: 5.000e-06, eta: 13:05:57, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.7714, top5_acc: 0.8984, loss_cls: 0.9368, loss: 0.9368, grad_norm: 17.9405 2020-08-11 22:38:31,206 - mmaction - INFO - Epoch [49][660/2505] lr: 5.000e-06, eta: 13:05:18, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7745, top5_acc: 0.9078, loss_cls: 0.8936, loss: 0.8936, grad_norm: 17.8419 2020-08-11 22:39:08,675 - mmaction - INFO - Epoch [49][680/2505] lr: 5.000e-06, eta: 13:04:39, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.7526, top5_acc: 0.9021, loss_cls: 0.9862, loss: 0.9862, grad_norm: 18.7263 2020-08-11 22:39:45,939 - mmaction - INFO - Epoch [49][700/2505] lr: 5.000e-06, eta: 13:04:00, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7714, top5_acc: 0.9031, loss_cls: 0.9434, loss: 0.9434, grad_norm: 18.3626 2020-08-11 22:40:23,185 - mmaction - INFO - Epoch [49][720/2505] lr: 5.000e-06, eta: 13:03:21, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7714, top5_acc: 0.9031, loss_cls: 0.9317, loss: 0.9317, grad_norm: 18.3211 2020-08-11 22:41:00,515 - mmaction - INFO - Epoch [49][740/2505] lr: 5.000e-06, eta: 13:02:42, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7703, top5_acc: 0.9073, loss_cls: 0.9293, loss: 0.9293, grad_norm: 18.1977 2020-08-11 22:41:37,772 - mmaction - INFO - Epoch [49][760/2505] lr: 5.000e-06, eta: 13:02:03, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7641, top5_acc: 0.9130, loss_cls: 0.9366, loss: 0.9366, grad_norm: 18.0118 2020-08-11 22:42:15,160 - mmaction - INFO - Epoch [49][780/2505] lr: 5.000e-06, eta: 13:01:24, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.7542, top5_acc: 0.8911, loss_cls: 0.9986, loss: 0.9986, grad_norm: 18.3887 2020-08-11 22:42:52,384 - mmaction - INFO - Epoch [49][800/2505] lr: 5.000e-06, eta: 13:00:45, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7698, top5_acc: 0.9010, loss_cls: 0.9618, loss: 0.9618, grad_norm: 18.1018 2020-08-11 22:43:29,615 - mmaction - INFO - Epoch [49][820/2505] lr: 5.000e-06, eta: 13:00:06, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7813, top5_acc: 0.9031, loss_cls: 0.9114, loss: 0.9114, grad_norm: 17.6565 2020-08-11 22:44:06,812 - mmaction - INFO - Epoch [49][840/2505] lr: 5.000e-06, eta: 12:59:27, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7578, top5_acc: 0.9057, loss_cls: 0.9480, loss: 0.9480, grad_norm: 18.4631 2020-08-11 22:44:44,069 - mmaction - INFO - Epoch [49][860/2505] lr: 5.000e-06, eta: 12:58:49, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7646, top5_acc: 0.9021, loss_cls: 0.9459, loss: 0.9459, grad_norm: 18.0977 2020-08-11 22:45:21,370 - mmaction - INFO - Epoch [49][880/2505] lr: 5.000e-06, eta: 12:58:10, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7766, top5_acc: 0.9146, loss_cls: 0.8892, loss: 0.8892, grad_norm: 18.4185 2020-08-11 22:45:58,658 - mmaction - INFO - Epoch [49][900/2505] lr: 5.000e-06, eta: 12:57:31, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7583, top5_acc: 0.8984, loss_cls: 0.9861, loss: 0.9861, grad_norm: 18.7084 2020-08-11 22:46:35,782 - mmaction - INFO - Epoch [49][920/2505] lr: 5.000e-06, eta: 12:56:52, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7844, top5_acc: 0.9052, loss_cls: 0.8826, loss: 0.8826, grad_norm: 17.2491 2020-08-11 22:47:12,931 - mmaction - INFO - Epoch [49][940/2505] lr: 5.000e-06, eta: 12:56:13, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7714, top5_acc: 0.9083, loss_cls: 0.9173, loss: 0.9173, grad_norm: 17.4274 2020-08-11 22:47:50,173 - mmaction - INFO - Epoch [49][960/2505] lr: 5.000e-06, eta: 12:55:34, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7792, top5_acc: 0.9063, loss_cls: 0.9114, loss: 0.9114, grad_norm: 17.3051 2020-08-11 22:48:27,380 - mmaction - INFO - Epoch [49][980/2505] lr: 5.000e-06, eta: 12:54:55, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7583, top5_acc: 0.9005, loss_cls: 0.9829, loss: 0.9829, grad_norm: 18.2015 2020-08-11 22:49:04,548 - mmaction - INFO - Epoch [49][1000/2505] lr: 5.000e-06, eta: 12:54:16, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7625, top5_acc: 0.9021, loss_cls: 0.9678, loss: 0.9678, grad_norm: 18.1920 2020-08-11 22:49:41,819 - mmaction - INFO - Epoch [49][1020/2505] lr: 5.000e-06, eta: 12:53:37, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7682, top5_acc: 0.9036, loss_cls: 0.9331, loss: 0.9331, grad_norm: 18.2460 2020-08-11 22:50:19,173 - mmaction - INFO - Epoch [49][1040/2505] lr: 5.000e-06, eta: 12:52:58, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7844, top5_acc: 0.9214, loss_cls: 0.8686, loss: 0.8686, grad_norm: 17.8736 2020-08-11 22:50:56,252 - mmaction - INFO - Epoch [49][1060/2505] lr: 5.000e-06, eta: 12:52:19, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.7656, top5_acc: 0.9068, loss_cls: 0.9564, loss: 0.9564, grad_norm: 18.1688 2020-08-11 22:51:33,488 - mmaction - INFO - Epoch [49][1080/2505] lr: 5.000e-06, eta: 12:51:40, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7844, top5_acc: 0.9089, loss_cls: 0.9187, loss: 0.9187, grad_norm: 18.2676 2020-08-11 22:52:10,760 - mmaction - INFO - Epoch [49][1100/2505] lr: 5.000e-06, eta: 12:51:02, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7719, top5_acc: 0.9000, loss_cls: 0.9494, loss: 0.9494, grad_norm: 18.7600 2020-08-11 22:52:48,262 - mmaction - INFO - Epoch [49][1120/2505] lr: 5.000e-06, eta: 12:50:23, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.7823, top5_acc: 0.9089, loss_cls: 0.9153, loss: 0.9153, grad_norm: 18.2374 2020-08-11 22:53:25,385 - mmaction - INFO - Epoch [49][1140/2505] lr: 5.000e-06, eta: 12:49:44, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7609, top5_acc: 0.9063, loss_cls: 0.9432, loss: 0.9432, grad_norm: 17.9738 2020-08-11 22:54:02,700 - mmaction - INFO - Epoch [49][1160/2505] lr: 5.000e-06, eta: 12:49:05, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7677, top5_acc: 0.9078, loss_cls: 0.9122, loss: 0.9122, grad_norm: 17.3370 2020-08-11 22:54:39,929 - mmaction - INFO - Epoch [49][1180/2505] lr: 5.000e-06, eta: 12:48:26, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7630, top5_acc: 0.9021, loss_cls: 0.9637, loss: 0.9637, grad_norm: 17.9873 2020-08-11 22:55:17,203 - mmaction - INFO - Epoch [49][1200/2505] lr: 5.000e-06, eta: 12:47:47, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7781, top5_acc: 0.9167, loss_cls: 0.8534, loss: 0.8534, grad_norm: 16.5229 2020-08-11 22:55:54,264 - mmaction - INFO - Epoch [49][1220/2505] lr: 5.000e-06, eta: 12:47:08, time: 1.852, data_time: 0.000, memory: 8521, top1_acc: 0.7651, top5_acc: 0.8990, loss_cls: 0.9762, loss: 0.9762, grad_norm: 18.0070 2020-08-11 22:56:31,435 - mmaction - INFO - Epoch [49][1240/2505] lr: 5.000e-06, eta: 12:46:29, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7698, top5_acc: 0.9115, loss_cls: 0.9397, loss: 0.9397, grad_norm: 17.4537 2020-08-11 22:57:08,615 - mmaction - INFO - Epoch [49][1260/2505] lr: 5.000e-06, eta: 12:45:50, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7740, top5_acc: 0.9094, loss_cls: 0.9113, loss: 0.9113, grad_norm: 16.7803 2020-08-11 22:57:45,852 - mmaction - INFO - Epoch [49][1280/2505] lr: 5.000e-06, eta: 12:45:11, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7458, top5_acc: 0.8948, loss_cls: 1.0368, loss: 1.0368, grad_norm: 19.3465 2020-08-11 22:58:23,114 - mmaction - INFO - Epoch [49][1300/2505] lr: 5.000e-06, eta: 12:44:33, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7635, top5_acc: 0.8990, loss_cls: 1.0099, loss: 1.0099, grad_norm: 17.9024 2020-08-11 22:59:00,371 - mmaction - INFO - Epoch [49][1320/2505] lr: 5.000e-06, eta: 12:43:54, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7667, top5_acc: 0.9109, loss_cls: 0.9310, loss: 0.9310, grad_norm: 18.1176 2020-08-11 22:59:37,594 - mmaction - INFO - Epoch [49][1340/2505] lr: 5.000e-06, eta: 12:43:15, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7724, top5_acc: 0.9052, loss_cls: 0.9287, loss: 0.9287, grad_norm: 18.0741 2020-08-11 23:00:17,520 - mmaction - INFO - Epoch [49][1360/2505] lr: 5.000e-06, eta: 12:42:36, time: 1.993, data_time: 0.002, memory: 8521, top1_acc: 0.7750, top5_acc: 0.9052, loss_cls: 0.9072, loss: 0.9072, grad_norm: 18.0045 2020-08-11 23:00:54,970 - mmaction - INFO - Epoch [49][1380/2505] lr: 5.000e-06, eta: 12:41:57, time: 1.876, data_time: 0.013, memory: 8521, top1_acc: 0.7682, top5_acc: 0.9156, loss_cls: 0.8803, loss: 0.8803, grad_norm: 17.8091 2020-08-11 23:01:32,205 - mmaction - INFO - Epoch [49][1400/2505] lr: 5.000e-06, eta: 12:41:19, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7573, top5_acc: 0.8927, loss_cls: 0.9807, loss: 0.9807, grad_norm: 18.3959 2020-08-11 23:02:09,361 - mmaction - INFO - Epoch [49][1420/2505] lr: 5.000e-06, eta: 12:40:40, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7766, top5_acc: 0.9073, loss_cls: 0.9143, loss: 0.9143, grad_norm: 17.9104 2020-08-11 23:02:46,488 - mmaction - INFO - Epoch [49][1440/2505] lr: 5.000e-06, eta: 12:40:01, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7719, top5_acc: 0.9120, loss_cls: 0.9263, loss: 0.9263, grad_norm: 18.8177 2020-08-11 23:03:23,663 - mmaction - INFO - Epoch [49][1460/2505] lr: 5.000e-06, eta: 12:39:22, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7719, top5_acc: 0.9130, loss_cls: 0.8955, loss: 0.8955, grad_norm: 17.7046 2020-08-11 23:04:00,789 - mmaction - INFO - Epoch [49][1480/2505] lr: 5.000e-06, eta: 12:38:43, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7724, top5_acc: 0.9063, loss_cls: 0.9316, loss: 0.9316, grad_norm: 17.9190 2020-08-11 23:04:37,979 - mmaction - INFO - Epoch [49][1500/2505] lr: 5.000e-06, eta: 12:38:04, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7687, top5_acc: 0.9057, loss_cls: 0.9509, loss: 0.9509, grad_norm: 18.3512 2020-08-11 23:05:15,798 - mmaction - INFO - Epoch [49][1520/2505] lr: 5.000e-06, eta: 12:37:25, time: 1.890, data_time: 0.001, memory: 8521, top1_acc: 0.7781, top5_acc: 0.9068, loss_cls: 0.9287, loss: 0.9287, grad_norm: 18.0365 2020-08-11 23:05:53,120 - mmaction - INFO - Epoch [49][1540/2505] lr: 5.000e-06, eta: 12:36:46, time: 1.867, data_time: 0.004, memory: 8521, top1_acc: 0.7667, top5_acc: 0.9068, loss_cls: 0.9182, loss: 0.9182, grad_norm: 17.7703 2020-08-11 23:06:30,310 - mmaction - INFO - Epoch [49][1560/2505] lr: 5.000e-06, eta: 12:36:07, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7755, top5_acc: 0.9089, loss_cls: 0.8838, loss: 0.8838, grad_norm: 17.1329 2020-08-11 23:07:07,548 - mmaction - INFO - Epoch [49][1580/2505] lr: 5.000e-06, eta: 12:35:29, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7776, top5_acc: 0.9135, loss_cls: 0.8941, loss: 0.8941, grad_norm: 17.6237 2020-08-11 23:07:44,732 - mmaction - INFO - Epoch [49][1600/2505] lr: 5.000e-06, eta: 12:34:50, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7667, top5_acc: 0.9036, loss_cls: 0.9610, loss: 0.9610, grad_norm: 18.6036 2020-08-11 23:08:21,936 - mmaction - INFO - Epoch [49][1620/2505] lr: 5.000e-06, eta: 12:34:11, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7693, top5_acc: 0.9078, loss_cls: 0.9113, loss: 0.9113, grad_norm: 18.3719 2020-08-11 23:08:59,091 - mmaction - INFO - Epoch [49][1640/2505] lr: 5.000e-06, eta: 12:33:32, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7469, top5_acc: 0.8984, loss_cls: 0.9983, loss: 0.9983, grad_norm: 18.2324 2020-08-11 23:09:36,328 - mmaction - INFO - Epoch [49][1660/2505] lr: 5.000e-06, eta: 12:32:53, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7599, top5_acc: 0.9062, loss_cls: 0.9392, loss: 0.9392, grad_norm: 18.0979 2020-08-11 23:10:13,435 - mmaction - INFO - Epoch [49][1680/2505] lr: 5.000e-06, eta: 12:32:14, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7885, top5_acc: 0.9167, loss_cls: 0.8583, loss: 0.8583, grad_norm: 17.3902 2020-08-11 23:10:50,630 - mmaction - INFO - Epoch [49][1700/2505] lr: 5.000e-06, eta: 12:31:35, time: 1.860, data_time: 0.003, memory: 8521, top1_acc: 0.7708, top5_acc: 0.9099, loss_cls: 0.9421, loss: 0.9421, grad_norm: 18.1510 2020-08-11 23:11:27,833 - mmaction - INFO - Epoch [49][1720/2505] lr: 5.000e-06, eta: 12:30:56, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7786, top5_acc: 0.9073, loss_cls: 0.9333, loss: 0.9333, grad_norm: 18.4779 2020-08-11 23:12:04,961 - mmaction - INFO - Epoch [49][1740/2505] lr: 5.000e-06, eta: 12:30:17, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7630, top5_acc: 0.8990, loss_cls: 0.9283, loss: 0.9283, grad_norm: 18.2512 2020-08-11 23:12:41,973 - mmaction - INFO - Epoch [49][1760/2505] lr: 5.000e-06, eta: 12:29:38, time: 1.851, data_time: 0.001, memory: 8521, top1_acc: 0.7495, top5_acc: 0.8995, loss_cls: 1.0031, loss: 1.0031, grad_norm: 19.4402 2020-08-11 23:13:19,097 - mmaction - INFO - Epoch [49][1780/2505] lr: 5.000e-06, eta: 12:28:59, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7510, top5_acc: 0.8906, loss_cls: 1.0127, loss: 1.0127, grad_norm: 18.6723 2020-08-11 23:13:56,314 - mmaction - INFO - Epoch [49][1800/2505] lr: 5.000e-06, eta: 12:28:21, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7714, top5_acc: 0.9005, loss_cls: 0.9595, loss: 0.9595, grad_norm: 18.0742 2020-08-11 23:14:33,416 - mmaction - INFO - Epoch [49][1820/2505] lr: 5.000e-06, eta: 12:27:42, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7734, top5_acc: 0.9109, loss_cls: 0.9100, loss: 0.9100, grad_norm: 17.4210 2020-08-11 23:15:10,686 - mmaction - INFO - Epoch [49][1840/2505] lr: 5.000e-06, eta: 12:27:03, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7630, top5_acc: 0.9063, loss_cls: 0.9539, loss: 0.9539, grad_norm: 17.9380 2020-08-11 23:15:47,872 - mmaction - INFO - Epoch [49][1860/2505] lr: 5.000e-06, eta: 12:26:24, time: 1.859, data_time: 0.003, memory: 8521, top1_acc: 0.7766, top5_acc: 0.9089, loss_cls: 0.9082, loss: 0.9082, grad_norm: 17.3017 2020-08-11 23:16:25,160 - mmaction - INFO - Epoch [49][1880/2505] lr: 5.000e-06, eta: 12:25:45, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7563, top5_acc: 0.9005, loss_cls: 0.9726, loss: 0.9726, grad_norm: 18.6977 2020-08-11 23:17:02,446 - mmaction - INFO - Epoch [49][1900/2505] lr: 5.000e-06, eta: 12:25:06, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7745, top5_acc: 0.9073, loss_cls: 0.9243, loss: 0.9243, grad_norm: 17.6042 2020-08-11 23:17:39,691 - mmaction - INFO - Epoch [49][1920/2505] lr: 5.000e-06, eta: 12:24:27, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7573, top5_acc: 0.8917, loss_cls: 1.0023, loss: 1.0023, grad_norm: 18.2007 2020-08-11 23:18:16,885 - mmaction - INFO - Epoch [49][1940/2505] lr: 5.000e-06, eta: 12:23:48, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7776, top5_acc: 0.9047, loss_cls: 0.9222, loss: 0.9222, grad_norm: 18.0677 2020-08-11 23:18:54,048 - mmaction - INFO - Epoch [49][1960/2505] lr: 5.000e-06, eta: 12:23:09, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7755, top5_acc: 0.9141, loss_cls: 0.8896, loss: 0.8896, grad_norm: 16.8508 2020-08-11 23:19:31,173 - mmaction - INFO - Epoch [49][1980/2505] lr: 5.000e-06, eta: 12:22:31, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7786, top5_acc: 0.9156, loss_cls: 0.8646, loss: 0.8646, grad_norm: 17.0523 2020-08-11 23:20:08,371 - mmaction - INFO - Epoch [49][2000/2505] lr: 5.000e-06, eta: 12:21:52, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7667, top5_acc: 0.9130, loss_cls: 0.9269, loss: 0.9269, grad_norm: 18.3106 2020-08-11 23:20:45,600 - mmaction - INFO - Epoch [49][2020/2505] lr: 5.000e-06, eta: 12:21:13, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7474, top5_acc: 0.8964, loss_cls: 1.0383, loss: 1.0383, grad_norm: 18.9582 2020-08-11 23:21:22,682 - mmaction - INFO - Epoch [49][2040/2505] lr: 5.000e-06, eta: 12:20:34, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.7797, top5_acc: 0.9026, loss_cls: 0.9208, loss: 0.9208, grad_norm: 17.3792 2020-08-11 23:21:59,847 - mmaction - INFO - Epoch [49][2060/2505] lr: 5.000e-06, eta: 12:19:55, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7766, top5_acc: 0.9063, loss_cls: 0.9221, loss: 0.9221, grad_norm: 17.6569 2020-08-11 23:22:36,998 - mmaction - INFO - Epoch [49][2080/2505] lr: 5.000e-06, eta: 12:19:16, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7906, top5_acc: 0.9125, loss_cls: 0.8886, loss: 0.8886, grad_norm: 17.2526 2020-08-11 23:23:14,177 - mmaction - INFO - Epoch [49][2100/2505] lr: 5.000e-06, eta: 12:18:37, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7703, top5_acc: 0.9094, loss_cls: 0.9085, loss: 0.9085, grad_norm: 18.0379 2020-08-11 23:23:51,410 - mmaction - INFO - Epoch [49][2120/2505] lr: 5.000e-06, eta: 12:17:58, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7630, top5_acc: 0.9068, loss_cls: 0.9629, loss: 0.9629, grad_norm: 18.3826 2020-08-11 23:24:28,473 - mmaction - INFO - Epoch [49][2140/2505] lr: 5.000e-06, eta: 12:17:19, time: 1.853, data_time: 0.001, memory: 8521, top1_acc: 0.7542, top5_acc: 0.8938, loss_cls: 1.0082, loss: 1.0082, grad_norm: 18.4055 2020-08-11 23:25:05,700 - mmaction - INFO - Epoch [49][2160/2505] lr: 5.000e-06, eta: 12:16:40, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7740, top5_acc: 0.9094, loss_cls: 0.9088, loss: 0.9088, grad_norm: 17.8186 2020-08-11 23:25:42,967 - mmaction - INFO - Epoch [49][2180/2505] lr: 5.000e-06, eta: 12:16:02, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7766, top5_acc: 0.9078, loss_cls: 0.9098, loss: 0.9098, grad_norm: 17.7885 2020-08-11 23:26:20,124 - mmaction - INFO - Epoch [49][2200/2505] lr: 5.000e-06, eta: 12:15:23, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7703, top5_acc: 0.9120, loss_cls: 0.9313, loss: 0.9313, grad_norm: 18.2795 2020-08-11 23:26:57,264 - mmaction - INFO - Epoch [49][2220/2505] lr: 5.000e-06, eta: 12:14:44, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7839, top5_acc: 0.9099, loss_cls: 0.9047, loss: 0.9047, grad_norm: 17.6068 2020-08-11 23:27:34,504 - mmaction - INFO - Epoch [49][2240/2505] lr: 5.000e-06, eta: 12:14:05, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7589, top5_acc: 0.8948, loss_cls: 0.9661, loss: 0.9661, grad_norm: 17.7852 2020-08-11 23:28:11,666 - mmaction - INFO - Epoch [49][2260/2505] lr: 5.000e-06, eta: 12:13:26, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7859, top5_acc: 0.9094, loss_cls: 0.8918, loss: 0.8918, grad_norm: 17.3900 2020-08-11 23:28:48,797 - mmaction - INFO - Epoch [49][2280/2505] lr: 5.000e-06, eta: 12:12:47, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7792, top5_acc: 0.9193, loss_cls: 0.8675, loss: 0.8675, grad_norm: 17.9912 2020-08-11 23:29:26,078 - mmaction - INFO - Epoch [49][2300/2505] lr: 5.000e-06, eta: 12:12:08, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7760, top5_acc: 0.9021, loss_cls: 0.9403, loss: 0.9403, grad_norm: 18.2160 2020-08-11 23:30:03,276 - mmaction - INFO - Epoch [49][2320/2505] lr: 5.000e-06, eta: 12:11:29, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7750, top5_acc: 0.9036, loss_cls: 0.9340, loss: 0.9340, grad_norm: 17.3412 2020-08-11 23:30:40,488 - mmaction - INFO - Epoch [49][2340/2505] lr: 5.000e-06, eta: 12:10:51, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7891, top5_acc: 0.9198, loss_cls: 0.8452, loss: 0.8452, grad_norm: 16.9631 2020-08-11 23:31:17,755 - mmaction - INFO - Epoch [49][2360/2505] lr: 5.000e-06, eta: 12:10:12, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7484, top5_acc: 0.9083, loss_cls: 0.9457, loss: 0.9457, grad_norm: 19.2474 2020-08-11 23:31:54,839 - mmaction - INFO - Epoch [49][2380/2505] lr: 5.000e-06, eta: 12:09:33, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.7755, top5_acc: 0.9130, loss_cls: 0.9148, loss: 0.9148, grad_norm: 17.8739 2020-08-11 23:32:32,178 - mmaction - INFO - Epoch [49][2400/2505] lr: 5.000e-06, eta: 12:08:54, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7573, top5_acc: 0.9005, loss_cls: 0.9905, loss: 0.9905, grad_norm: 18.2563 2020-08-11 23:33:09,357 - mmaction - INFO - Epoch [49][2420/2505] lr: 5.000e-06, eta: 12:08:15, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7693, top5_acc: 0.9078, loss_cls: 0.9494, loss: 0.9494, grad_norm: 17.8607 2020-08-11 23:33:46,615 - mmaction - INFO - Epoch [49][2440/2505] lr: 5.000e-06, eta: 12:07:36, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7615, top5_acc: 0.9104, loss_cls: 0.9517, loss: 0.9517, grad_norm: 18.5504 2020-08-11 23:34:23,773 - mmaction - INFO - Epoch [49][2460/2505] lr: 5.000e-06, eta: 12:06:57, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7651, top5_acc: 0.9141, loss_cls: 0.9049, loss: 0.9049, grad_norm: 18.6275 2020-08-11 23:35:01,024 - mmaction - INFO - Epoch [49][2480/2505] lr: 5.000e-06, eta: 12:06:18, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7818, top5_acc: 0.9109, loss_cls: 0.8770, loss: 0.8770, grad_norm: 17.7957 2020-08-11 23:35:38,362 - mmaction - INFO - Epoch [49][2500/2505] lr: 5.000e-06, eta: 12:05:40, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7667, top5_acc: 0.9026, loss_cls: 0.9491, loss: 0.9491, grad_norm: 18.4928 2020-08-11 23:37:43,736 - mmaction - INFO - Epoch [50][20/2505] lr: 5.000e-06, eta: 12:05:02, time: 5.374, data_time: 3.425, memory: 8521, top1_acc: 0.7688, top5_acc: 0.9109, loss_cls: 0.9303, loss: 0.9303, grad_norm: 17.4711 2020-08-11 23:38:21,869 - mmaction - INFO - Epoch [50][40/2505] lr: 5.000e-06, eta: 12:04:23, time: 1.907, data_time: 0.007, memory: 8521, top1_acc: 0.7677, top5_acc: 0.9104, loss_cls: 0.9370, loss: 0.9370, grad_norm: 17.9282 2020-08-11 23:39:00,046 - mmaction - INFO - Epoch [50][60/2505] lr: 5.000e-06, eta: 12:03:45, time: 1.909, data_time: 0.001, memory: 8521, top1_acc: 0.7760, top5_acc: 0.9089, loss_cls: 0.8922, loss: 0.8922, grad_norm: 18.2491 2020-08-11 23:39:37,531 - mmaction - INFO - Epoch [50][80/2505] lr: 5.000e-06, eta: 12:03:06, time: 1.874, data_time: 0.000, memory: 8521, top1_acc: 0.7620, top5_acc: 0.9026, loss_cls: 0.9575, loss: 0.9575, grad_norm: 18.4238 2020-08-11 23:40:15,614 - mmaction - INFO - Epoch [50][100/2505] lr: 5.000e-06, eta: 12:02:27, time: 1.904, data_time: 0.001, memory: 8521, top1_acc: 0.7557, top5_acc: 0.9068, loss_cls: 0.9919, loss: 0.9919, grad_norm: 18.2229 2020-08-11 23:40:53,387 - mmaction - INFO - Epoch [50][120/2505] lr: 5.000e-06, eta: 12:01:48, time: 1.889, data_time: 0.003, memory: 8521, top1_acc: 0.7714, top5_acc: 0.9057, loss_cls: 0.9385, loss: 0.9385, grad_norm: 17.7398 2020-08-11 23:41:31,354 - mmaction - INFO - Epoch [50][140/2505] lr: 5.000e-06, eta: 12:01:10, time: 1.898, data_time: 0.001, memory: 8521, top1_acc: 0.7776, top5_acc: 0.9125, loss_cls: 0.9052, loss: 0.9052, grad_norm: 17.2471 2020-08-11 23:42:09,102 - mmaction - INFO - Epoch [50][160/2505] lr: 5.000e-06, eta: 12:00:31, time: 1.888, data_time: 0.001, memory: 8521, top1_acc: 0.7703, top5_acc: 0.9120, loss_cls: 0.9051, loss: 0.9051, grad_norm: 17.9252 2020-08-11 23:42:46,854 - mmaction - INFO - Epoch [50][180/2505] lr: 5.000e-06, eta: 11:59:52, time: 1.888, data_time: 0.000, memory: 8521, top1_acc: 0.7740, top5_acc: 0.9047, loss_cls: 0.9187, loss: 0.9187, grad_norm: 17.7557 2020-08-11 23:43:24,379 - mmaction - INFO - Epoch [50][200/2505] lr: 5.000e-06, eta: 11:59:13, time: 1.876, data_time: 0.000, memory: 8521, top1_acc: 0.7943, top5_acc: 0.9203, loss_cls: 0.8593, loss: 0.8593, grad_norm: 17.5007 2020-08-11 23:44:01,818 - mmaction - INFO - Epoch [50][220/2505] lr: 5.000e-06, eta: 11:58:34, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.7682, top5_acc: 0.9016, loss_cls: 0.9696, loss: 0.9696, grad_norm: 18.0863 2020-08-11 23:44:39,244 - mmaction - INFO - Epoch [50][240/2505] lr: 5.000e-06, eta: 11:57:56, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.7604, top5_acc: 0.8984, loss_cls: 0.9957, loss: 0.9957, grad_norm: 18.2144 2020-08-11 23:45:16,821 - mmaction - INFO - Epoch [50][260/2505] lr: 5.000e-06, eta: 11:57:17, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.7828, top5_acc: 0.9120, loss_cls: 0.8808, loss: 0.8808, grad_norm: 17.8786 2020-08-11 23:45:54,126 - mmaction - INFO - Epoch [50][280/2505] lr: 5.000e-06, eta: 11:56:38, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7750, top5_acc: 0.9099, loss_cls: 0.9096, loss: 0.9096, grad_norm: 17.6229 2020-08-11 23:46:31,450 - mmaction - INFO - Epoch [50][300/2505] lr: 5.000e-06, eta: 11:55:59, time: 1.866, data_time: 0.000, memory: 8521, top1_acc: 0.7771, top5_acc: 0.8948, loss_cls: 0.9563, loss: 0.9563, grad_norm: 17.7675 2020-08-11 23:47:09,006 - mmaction - INFO - Epoch [50][320/2505] lr: 5.000e-06, eta: 11:55:20, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.7531, top5_acc: 0.9083, loss_cls: 0.9708, loss: 0.9708, grad_norm: 18.7210 2020-08-11 23:47:46,315 - mmaction - INFO - Epoch [50][340/2505] lr: 5.000e-06, eta: 11:54:41, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7594, top5_acc: 0.8969, loss_cls: 0.9742, loss: 0.9742, grad_norm: 18.4594 2020-08-11 23:48:23,885 - mmaction - INFO - Epoch [50][360/2505] lr: 5.000e-06, eta: 11:54:03, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.7693, top5_acc: 0.8974, loss_cls: 0.9742, loss: 0.9742, grad_norm: 18.2833 2020-08-11 23:49:01,216 - mmaction - INFO - Epoch [50][380/2505] lr: 5.000e-06, eta: 11:53:24, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7708, top5_acc: 0.9016, loss_cls: 0.9414, loss: 0.9414, grad_norm: 17.7202 2020-08-11 23:49:38,599 - mmaction - INFO - Epoch [50][400/2505] lr: 5.000e-06, eta: 11:52:45, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.7766, top5_acc: 0.9078, loss_cls: 0.9453, loss: 0.9453, grad_norm: 17.6907 2020-08-11 23:50:15,855 - mmaction - INFO - Epoch [50][420/2505] lr: 5.000e-06, eta: 11:52:06, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7620, top5_acc: 0.9089, loss_cls: 0.9458, loss: 0.9458, grad_norm: 18.4844 2020-08-11 23:50:53,090 - mmaction - INFO - Epoch [50][440/2505] lr: 5.000e-06, eta: 11:51:27, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7724, top5_acc: 0.9026, loss_cls: 0.9576, loss: 0.9576, grad_norm: 18.3922 2020-08-11 23:51:30,374 - mmaction - INFO - Epoch [50][460/2505] lr: 5.000e-06, eta: 11:50:48, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7865, top5_acc: 0.9042, loss_cls: 0.9250, loss: 0.9250, grad_norm: 17.5957 2020-08-11 23:52:07,567 - mmaction - INFO - Epoch [50][480/2505] lr: 5.000e-06, eta: 11:50:09, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7583, top5_acc: 0.8979, loss_cls: 0.9638, loss: 0.9638, grad_norm: 18.1586 2020-08-11 23:52:44,703 - mmaction - INFO - Epoch [50][500/2505] lr: 5.000e-06, eta: 11:49:30, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7688, top5_acc: 0.9115, loss_cls: 0.9309, loss: 0.9309, grad_norm: 17.8633 2020-08-11 23:53:23,182 - mmaction - INFO - Epoch [50][520/2505] lr: 5.000e-06, eta: 11:48:52, time: 1.921, data_time: 0.002, memory: 8521, top1_acc: 0.7911, top5_acc: 0.9161, loss_cls: 0.8415, loss: 0.8415, grad_norm: 16.9183 2020-08-11 23:54:01,877 - mmaction - INFO - Epoch [50][540/2505] lr: 5.000e-06, eta: 11:48:13, time: 1.936, data_time: 0.027, memory: 8521, top1_acc: 0.7766, top5_acc: 0.9042, loss_cls: 0.9345, loss: 0.9345, grad_norm: 18.2201 2020-08-11 23:54:39,067 - mmaction - INFO - Epoch [50][560/2505] lr: 5.000e-06, eta: 11:47:34, time: 1.861, data_time: 0.003, memory: 8521, top1_acc: 0.7667, top5_acc: 0.9089, loss_cls: 0.9264, loss: 0.9264, grad_norm: 18.1878 2020-08-11 23:55:16,583 - mmaction - INFO - Epoch [50][580/2505] lr: 5.000e-06, eta: 11:46:56, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.7630, top5_acc: 0.9010, loss_cls: 0.9558, loss: 0.9558, grad_norm: 18.0891 2020-08-11 23:55:53,885 - mmaction - INFO - Epoch [50][600/2505] lr: 5.000e-06, eta: 11:46:17, time: 1.865, data_time: 0.003, memory: 8521, top1_acc: 0.7698, top5_acc: 0.9099, loss_cls: 0.9231, loss: 0.9231, grad_norm: 18.4453 2020-08-11 23:56:31,129 - mmaction - INFO - Epoch [50][620/2505] lr: 5.000e-06, eta: 11:45:38, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7578, top5_acc: 0.8922, loss_cls: 0.9820, loss: 0.9820, grad_norm: 17.9069 2020-08-11 23:57:08,609 - mmaction - INFO - Epoch [50][640/2505] lr: 5.000e-06, eta: 11:44:59, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.7651, top5_acc: 0.9068, loss_cls: 0.9060, loss: 0.9060, grad_norm: 17.8797 2020-08-11 23:57:45,914 - mmaction - INFO - Epoch [50][660/2505] lr: 5.000e-06, eta: 11:44:20, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7589, top5_acc: 0.8979, loss_cls: 0.9753, loss: 0.9753, grad_norm: 18.1568 2020-08-11 23:58:23,348 - mmaction - INFO - Epoch [50][680/2505] lr: 5.000e-06, eta: 11:43:41, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.7760, top5_acc: 0.9135, loss_cls: 0.9015, loss: 0.9015, grad_norm: 17.4685 2020-08-11 23:59:00,538 - mmaction - INFO - Epoch [50][700/2505] lr: 5.000e-06, eta: 11:43:02, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7693, top5_acc: 0.9151, loss_cls: 0.9227, loss: 0.9227, grad_norm: 18.4285 2020-08-11 23:59:37,868 - mmaction - INFO - Epoch [50][720/2505] lr: 5.000e-06, eta: 11:42:24, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7786, top5_acc: 0.9078, loss_cls: 0.8943, loss: 0.8943, grad_norm: 17.3687 2020-08-12 00:00:19,906 - mmaction - INFO - Epoch [50][740/2505] lr: 5.000e-06, eta: 11:41:46, time: 2.099, data_time: 0.003, memory: 8521, top1_acc: 0.7625, top5_acc: 0.8990, loss_cls: 0.9497, loss: 0.9497, grad_norm: 17.7027 2020-08-12 00:00:57,295 - mmaction - INFO - Epoch [50][760/2505] lr: 5.000e-06, eta: 11:41:07, time: 1.873, data_time: 0.017, memory: 8521, top1_acc: 0.7557, top5_acc: 0.8927, loss_cls: 1.0020, loss: 1.0020, grad_norm: 18.4863 2020-08-12 00:01:34,386 - mmaction - INFO - Epoch [50][780/2505] lr: 5.000e-06, eta: 11:40:28, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7625, top5_acc: 0.9021, loss_cls: 0.9797, loss: 0.9797, grad_norm: 18.6445 2020-08-12 00:02:11,546 - mmaction - INFO - Epoch [50][800/2505] lr: 5.000e-06, eta: 11:39:49, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7760, top5_acc: 0.9125, loss_cls: 0.9056, loss: 0.9056, grad_norm: 17.4146 2020-08-12 00:02:48,661 - mmaction - INFO - Epoch [50][820/2505] lr: 5.000e-06, eta: 11:39:10, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7786, top5_acc: 0.9068, loss_cls: 0.9208, loss: 0.9208, grad_norm: 17.8663 2020-08-12 00:03:25,867 - mmaction - INFO - Epoch [50][840/2505] lr: 5.000e-06, eta: 11:38:31, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7760, top5_acc: 0.9104, loss_cls: 0.9170, loss: 0.9170, grad_norm: 18.0313 2020-08-12 00:04:03,326 - mmaction - INFO - Epoch [50][860/2505] lr: 5.000e-06, eta: 11:37:52, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.7714, top5_acc: 0.8969, loss_cls: 0.9312, loss: 0.9312, grad_norm: 17.6016 2020-08-12 00:04:40,548 - mmaction - INFO - Epoch [50][880/2505] lr: 5.000e-06, eta: 11:37:13, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7563, top5_acc: 0.9000, loss_cls: 0.9542, loss: 0.9542, grad_norm: 18.0821 2020-08-12 00:05:18,309 - mmaction - INFO - Epoch [50][900/2505] lr: 5.000e-06, eta: 11:36:35, time: 1.888, data_time: 0.001, memory: 8521, top1_acc: 0.7667, top5_acc: 0.9036, loss_cls: 0.9315, loss: 0.9315, grad_norm: 18.0371 2020-08-12 00:05:55,615 - mmaction - INFO - Epoch [50][920/2505] lr: 5.000e-06, eta: 11:35:56, time: 1.865, data_time: 0.004, memory: 8521, top1_acc: 0.7797, top5_acc: 0.9109, loss_cls: 0.8903, loss: 0.8903, grad_norm: 17.4323 2020-08-12 00:06:32,771 - mmaction - INFO - Epoch [50][940/2505] lr: 5.000e-06, eta: 11:35:17, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7594, top5_acc: 0.9000, loss_cls: 1.0030, loss: 1.0030, grad_norm: 18.8878 2020-08-12 00:07:09,846 - mmaction - INFO - Epoch [50][960/2505] lr: 5.000e-06, eta: 11:34:38, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.7703, top5_acc: 0.9010, loss_cls: 0.9492, loss: 0.9492, grad_norm: 18.1228 2020-08-12 00:07:47,059 - mmaction - INFO - Epoch [50][980/2505] lr: 5.000e-06, eta: 11:33:59, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7755, top5_acc: 0.9078, loss_cls: 0.8939, loss: 0.8939, grad_norm: 17.2261 2020-08-12 00:08:24,164 - mmaction - INFO - Epoch [50][1000/2505] lr: 5.000e-06, eta: 11:33:20, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7510, top5_acc: 0.8901, loss_cls: 1.0272, loss: 1.0272, grad_norm: 18.1550 2020-08-12 00:09:01,324 - mmaction - INFO - Epoch [50][1020/2505] lr: 5.000e-06, eta: 11:32:42, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7682, top5_acc: 0.9026, loss_cls: 0.9443, loss: 0.9443, grad_norm: 17.9570 2020-08-12 00:09:38,501 - mmaction - INFO - Epoch [50][1040/2505] lr: 5.000e-06, eta: 11:32:03, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7505, top5_acc: 0.8984, loss_cls: 1.0082, loss: 1.0082, grad_norm: 18.5261 2020-08-12 00:10:15,714 - mmaction - INFO - Epoch [50][1060/2505] lr: 5.000e-06, eta: 11:31:24, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7583, top5_acc: 0.9021, loss_cls: 0.9845, loss: 0.9845, grad_norm: 18.5629 2020-08-12 00:10:52,958 - mmaction - INFO - Epoch [50][1080/2505] lr: 5.000e-06, eta: 11:30:45, time: 1.862, data_time: 0.002, memory: 8521, top1_acc: 0.7615, top5_acc: 0.9026, loss_cls: 0.9328, loss: 0.9328, grad_norm: 17.6516 2020-08-12 00:11:30,165 - mmaction - INFO - Epoch [50][1100/2505] lr: 5.000e-06, eta: 11:30:06, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7724, top5_acc: 0.9052, loss_cls: 0.9348, loss: 0.9348, grad_norm: 18.1073 2020-08-12 00:12:07,436 - mmaction - INFO - Epoch [50][1120/2505] lr: 5.000e-06, eta: 11:29:27, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7708, top5_acc: 0.9109, loss_cls: 0.9165, loss: 0.9165, grad_norm: 17.5717 2020-08-12 00:12:44,582 - mmaction - INFO - Epoch [50][1140/2505] lr: 5.000e-06, eta: 11:28:48, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7724, top5_acc: 0.9109, loss_cls: 0.9412, loss: 0.9412, grad_norm: 18.7277 2020-08-12 00:13:21,648 - mmaction - INFO - Epoch [50][1160/2505] lr: 5.000e-06, eta: 11:28:09, time: 1.853, data_time: 0.001, memory: 8521, top1_acc: 0.7828, top5_acc: 0.9073, loss_cls: 0.9015, loss: 0.9015, grad_norm: 17.9297 2020-08-12 00:13:58,781 - mmaction - INFO - Epoch [50][1180/2505] lr: 5.000e-06, eta: 11:27:31, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7589, top5_acc: 0.9057, loss_cls: 0.9491, loss: 0.9491, grad_norm: 18.2966 2020-08-12 00:14:35,907 - mmaction - INFO - Epoch [50][1200/2505] lr: 5.000e-06, eta: 11:26:52, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7578, top5_acc: 0.8984, loss_cls: 0.9793, loss: 0.9793, grad_norm: 18.3771 2020-08-12 00:15:13,029 - mmaction - INFO - Epoch [50][1220/2505] lr: 5.000e-06, eta: 11:26:13, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7615, top5_acc: 0.9010, loss_cls: 0.9709, loss: 0.9709, grad_norm: 18.5262 2020-08-12 00:15:50,179 - mmaction - INFO - Epoch [50][1240/2505] lr: 5.000e-06, eta: 11:25:34, time: 1.858, data_time: 0.003, memory: 8521, top1_acc: 0.7776, top5_acc: 0.9130, loss_cls: 0.8969, loss: 0.8969, grad_norm: 17.8014 2020-08-12 00:16:27,325 - mmaction - INFO - Epoch [50][1260/2505] lr: 5.000e-06, eta: 11:24:55, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7844, top5_acc: 0.9141, loss_cls: 0.8596, loss: 0.8596, grad_norm: 17.5112 2020-08-12 00:17:04,554 - mmaction - INFO - Epoch [50][1280/2505] lr: 5.000e-06, eta: 11:24:16, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7703, top5_acc: 0.9089, loss_cls: 0.9455, loss: 0.9455, grad_norm: 17.1821 2020-08-12 00:17:41,741 - mmaction - INFO - Epoch [50][1300/2505] lr: 5.000e-06, eta: 11:23:37, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7729, top5_acc: 0.9042, loss_cls: 0.9467, loss: 0.9467, grad_norm: 17.4520 2020-08-12 00:18:18,887 - mmaction - INFO - Epoch [50][1320/2505] lr: 5.000e-06, eta: 11:22:59, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7677, top5_acc: 0.9026, loss_cls: 0.9643, loss: 0.9643, grad_norm: 18.1665 2020-08-12 00:18:56,074 - mmaction - INFO - Epoch [50][1340/2505] lr: 5.000e-06, eta: 11:22:20, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7714, top5_acc: 0.9010, loss_cls: 0.9524, loss: 0.9524, grad_norm: 17.7181 2020-08-12 00:19:33,305 - mmaction - INFO - Epoch [50][1360/2505] lr: 5.000e-06, eta: 11:21:41, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7635, top5_acc: 0.9135, loss_cls: 0.9067, loss: 0.9067, grad_norm: 18.6523 2020-08-12 00:20:10,627 - mmaction - INFO - Epoch [50][1380/2505] lr: 5.000e-06, eta: 11:21:02, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7656, top5_acc: 0.9052, loss_cls: 0.9129, loss: 0.9129, grad_norm: 17.3353 2020-08-12 00:20:47,747 - mmaction - INFO - Epoch [50][1400/2505] lr: 5.000e-06, eta: 11:20:23, time: 1.856, data_time: 0.002, memory: 8521, top1_acc: 0.7708, top5_acc: 0.9068, loss_cls: 0.9323, loss: 0.9323, grad_norm: 18.0079 2020-08-12 00:21:24,994 - mmaction - INFO - Epoch [50][1420/2505] lr: 5.000e-06, eta: 11:19:44, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7703, top5_acc: 0.9115, loss_cls: 0.9345, loss: 0.9345, grad_norm: 18.1364 2020-08-12 00:22:02,275 - mmaction - INFO - Epoch [50][1440/2505] lr: 5.000e-06, eta: 11:19:05, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7620, top5_acc: 0.8990, loss_cls: 0.9866, loss: 0.9866, grad_norm: 18.2414 2020-08-12 00:22:39,382 - mmaction - INFO - Epoch [50][1460/2505] lr: 5.000e-06, eta: 11:18:27, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7771, top5_acc: 0.9172, loss_cls: 0.9049, loss: 0.9049, grad_norm: 18.0130 2020-08-12 00:23:16,465 - mmaction - INFO - Epoch [50][1480/2505] lr: 5.000e-06, eta: 11:17:48, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.7745, top5_acc: 0.9120, loss_cls: 0.9079, loss: 0.9079, grad_norm: 18.1307 2020-08-12 00:23:53,625 - mmaction - INFO - Epoch [50][1500/2505] lr: 5.000e-06, eta: 11:17:09, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7677, top5_acc: 0.9089, loss_cls: 0.9214, loss: 0.9214, grad_norm: 18.3182 2020-08-12 00:24:30,726 - mmaction - INFO - Epoch [50][1520/2505] lr: 5.000e-06, eta: 11:16:30, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7661, top5_acc: 0.8990, loss_cls: 0.9554, loss: 0.9554, grad_norm: 18.3222 2020-08-12 00:25:07,816 - mmaction - INFO - Epoch [50][1540/2505] lr: 5.000e-06, eta: 11:15:51, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7740, top5_acc: 0.9094, loss_cls: 0.9165, loss: 0.9165, grad_norm: 17.3055 2020-08-12 00:25:44,928 - mmaction - INFO - Epoch [50][1560/2505] lr: 5.000e-06, eta: 11:15:12, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7734, top5_acc: 0.8995, loss_cls: 0.9583, loss: 0.9583, grad_norm: 17.6889 2020-08-12 00:26:22,081 - mmaction - INFO - Epoch [50][1580/2505] lr: 5.000e-06, eta: 11:14:33, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7828, top5_acc: 0.9083, loss_cls: 0.9040, loss: 0.9040, grad_norm: 17.6574 2020-08-12 00:26:59,185 - mmaction - INFO - Epoch [50][1600/2505] lr: 5.000e-06, eta: 11:13:55, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7620, top5_acc: 0.9125, loss_cls: 0.9468, loss: 0.9468, grad_norm: 18.7311 2020-08-12 00:27:36,405 - mmaction - INFO - Epoch [50][1620/2505] lr: 5.000e-06, eta: 11:13:16, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7771, top5_acc: 0.9156, loss_cls: 0.8969, loss: 0.8969, grad_norm: 18.0357 2020-08-12 00:28:13,626 - mmaction - INFO - Epoch [50][1640/2505] lr: 5.000e-06, eta: 11:12:37, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7714, top5_acc: 0.9083, loss_cls: 0.9067, loss: 0.9067, grad_norm: 18.6572 2020-08-12 00:28:50,852 - mmaction - INFO - Epoch [50][1660/2505] lr: 5.000e-06, eta: 11:11:58, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7698, top5_acc: 0.9130, loss_cls: 0.9165, loss: 0.9165, grad_norm: 17.7589 2020-08-12 00:29:28,054 - mmaction - INFO - Epoch [50][1680/2505] lr: 5.000e-06, eta: 11:11:19, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7646, top5_acc: 0.9031, loss_cls: 0.9733, loss: 0.9733, grad_norm: 18.3299 2020-08-12 00:30:05,208 - mmaction - INFO - Epoch [50][1700/2505] lr: 5.000e-06, eta: 11:10:40, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7693, top5_acc: 0.9026, loss_cls: 0.9221, loss: 0.9221, grad_norm: 18.3797 2020-08-12 00:30:42,390 - mmaction - INFO - Epoch [50][1720/2505] lr: 5.000e-06, eta: 11:10:01, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7547, top5_acc: 0.8995, loss_cls: 0.9910, loss: 0.9910, grad_norm: 18.2831 2020-08-12 00:31:19,568 - mmaction - INFO - Epoch [50][1740/2505] lr: 5.000e-06, eta: 11:09:23, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7688, top5_acc: 0.9005, loss_cls: 0.9495, loss: 0.9495, grad_norm: 17.9478 2020-08-12 00:31:56,712 - mmaction - INFO - Epoch [50][1760/2505] lr: 5.000e-06, eta: 11:08:44, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7786, top5_acc: 0.9068, loss_cls: 0.9099, loss: 0.9099, grad_norm: 17.7843 2020-08-12 00:32:33,856 - mmaction - INFO - Epoch [50][1780/2505] lr: 5.000e-06, eta: 11:08:05, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7531, top5_acc: 0.9005, loss_cls: 0.9845, loss: 0.9845, grad_norm: 18.6024 2020-08-12 00:33:11,054 - mmaction - INFO - Epoch [50][1800/2505] lr: 5.000e-06, eta: 11:07:26, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7740, top5_acc: 0.9068, loss_cls: 0.9067, loss: 0.9067, grad_norm: 17.3375 2020-08-12 00:33:48,350 - mmaction - INFO - Epoch [50][1820/2505] lr: 5.000e-06, eta: 11:06:47, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7703, top5_acc: 0.9151, loss_cls: 0.9303, loss: 0.9303, grad_norm: 18.2062 2020-08-12 00:34:25,611 - mmaction - INFO - Epoch [50][1840/2505] lr: 5.000e-06, eta: 11:06:08, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7714, top5_acc: 0.9036, loss_cls: 0.9471, loss: 0.9471, grad_norm: 18.4846 2020-08-12 00:35:02,713 - mmaction - INFO - Epoch [50][1860/2505] lr: 5.000e-06, eta: 11:05:30, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7818, top5_acc: 0.9073, loss_cls: 0.8980, loss: 0.8980, grad_norm: 17.7212 2020-08-12 00:35:39,960 - mmaction - INFO - Epoch [50][1880/2505] lr: 5.000e-06, eta: 11:04:51, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7745, top5_acc: 0.9000, loss_cls: 0.9333, loss: 0.9333, grad_norm: 17.8981 2020-08-12 00:36:17,072 - mmaction - INFO - Epoch [50][1900/2505] lr: 5.000e-06, eta: 11:04:12, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7651, top5_acc: 0.9016, loss_cls: 0.9719, loss: 0.9719, grad_norm: 18.0147 2020-08-12 00:36:54,182 - mmaction - INFO - Epoch [50][1920/2505] lr: 5.000e-06, eta: 11:03:33, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7505, top5_acc: 0.8937, loss_cls: 1.0299, loss: 1.0299, grad_norm: 19.0109 2020-08-12 00:37:31,325 - mmaction - INFO - Epoch [50][1940/2505] lr: 5.000e-06, eta: 11:02:54, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7672, top5_acc: 0.9073, loss_cls: 0.9540, loss: 0.9540, grad_norm: 18.4529 2020-08-12 00:38:08,529 - mmaction - INFO - Epoch [50][1960/2505] lr: 5.000e-06, eta: 11:02:15, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7656, top5_acc: 0.9057, loss_cls: 0.9544, loss: 0.9544, grad_norm: 17.7642 2020-08-12 00:38:45,624 - mmaction - INFO - Epoch [50][1980/2505] lr: 5.000e-06, eta: 11:01:36, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7740, top5_acc: 0.9026, loss_cls: 0.9443, loss: 0.9443, grad_norm: 18.3779 2020-08-12 00:39:22,770 - mmaction - INFO - Epoch [50][2000/2505] lr: 5.000e-06, eta: 11:00:58, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7437, top5_acc: 0.8885, loss_cls: 1.0366, loss: 1.0366, grad_norm: 18.6885 2020-08-12 00:39:59,916 - mmaction - INFO - Epoch [50][2020/2505] lr: 5.000e-06, eta: 11:00:19, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7802, top5_acc: 0.9099, loss_cls: 0.8760, loss: 0.8760, grad_norm: 17.4743 2020-08-12 00:40:37,164 - mmaction - INFO - Epoch [50][2040/2505] lr: 5.000e-06, eta: 10:59:40, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7938, top5_acc: 0.9104, loss_cls: 0.8740, loss: 0.8740, grad_norm: 17.4903 2020-08-12 00:41:14,383 - mmaction - INFO - Epoch [50][2060/2505] lr: 5.000e-06, eta: 10:59:01, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7568, top5_acc: 0.8990, loss_cls: 0.9717, loss: 0.9717, grad_norm: 18.1166 2020-08-12 00:41:51,569 - mmaction - INFO - Epoch [50][2080/2505] lr: 5.000e-06, eta: 10:58:22, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7771, top5_acc: 0.9188, loss_cls: 0.8790, loss: 0.8790, grad_norm: 17.9409 2020-08-12 00:42:28,820 - mmaction - INFO - Epoch [50][2100/2505] lr: 5.000e-06, eta: 10:57:43, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7818, top5_acc: 0.9099, loss_cls: 0.8627, loss: 0.8627, grad_norm: 17.4573 2020-08-12 00:43:06,051 - mmaction - INFO - Epoch [50][2120/2505] lr: 5.000e-06, eta: 10:57:05, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7672, top5_acc: 0.9130, loss_cls: 0.9257, loss: 0.9257, grad_norm: 18.5795 2020-08-12 00:43:43,266 - mmaction - INFO - Epoch [50][2140/2505] lr: 5.000e-06, eta: 10:56:26, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7583, top5_acc: 0.9063, loss_cls: 0.9658, loss: 0.9658, grad_norm: 18.4935 2020-08-12 00:44:20,407 - mmaction - INFO - Epoch [50][2160/2505] lr: 5.000e-06, eta: 10:55:47, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7625, top5_acc: 0.8911, loss_cls: 0.9696, loss: 0.9696, grad_norm: 18.4845 2020-08-12 00:44:57,560 - mmaction - INFO - Epoch [50][2180/2505] lr: 5.000e-06, eta: 10:55:08, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7672, top5_acc: 0.9115, loss_cls: 0.9101, loss: 0.9101, grad_norm: 18.3825 2020-08-12 00:45:34,717 - mmaction - INFO - Epoch [50][2200/2505] lr: 5.000e-06, eta: 10:54:29, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7677, top5_acc: 0.9026, loss_cls: 0.9573, loss: 0.9573, grad_norm: 18.6349 2020-08-12 00:46:11,917 - mmaction - INFO - Epoch [50][2220/2505] lr: 5.000e-06, eta: 10:53:50, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7557, top5_acc: 0.8969, loss_cls: 1.0027, loss: 1.0027, grad_norm: 18.2191 2020-08-12 00:46:49,055 - mmaction - INFO - Epoch [50][2240/2505] lr: 5.000e-06, eta: 10:53:12, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7568, top5_acc: 0.9000, loss_cls: 0.9775, loss: 0.9775, grad_norm: 18.2332 2020-08-12 00:47:26,226 - mmaction - INFO - Epoch [50][2260/2505] lr: 5.000e-06, eta: 10:52:33, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7635, top5_acc: 0.9083, loss_cls: 0.9578, loss: 0.9578, grad_norm: 18.4205 2020-08-12 00:48:03,350 - mmaction - INFO - Epoch [50][2280/2505] lr: 5.000e-06, eta: 10:51:54, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7646, top5_acc: 0.8943, loss_cls: 0.9692, loss: 0.9692, grad_norm: 17.8223 2020-08-12 00:48:40,461 - mmaction - INFO - Epoch [50][2300/2505] lr: 5.000e-06, eta: 10:51:15, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7740, top5_acc: 0.9125, loss_cls: 0.8752, loss: 0.8752, grad_norm: 17.9600 2020-08-12 00:49:17,598 - mmaction - INFO - Epoch [50][2320/2505] lr: 5.000e-06, eta: 10:50:36, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7844, top5_acc: 0.9099, loss_cls: 0.8486, loss: 0.8486, grad_norm: 17.4857 2020-08-12 00:49:54,793 - mmaction - INFO - Epoch [50][2340/2505] lr: 5.000e-06, eta: 10:49:57, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7781, top5_acc: 0.9057, loss_cls: 0.9292, loss: 0.9292, grad_norm: 16.9604 2020-08-12 00:50:31,992 - mmaction - INFO - Epoch [50][2360/2505] lr: 5.000e-06, eta: 10:49:19, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7635, top5_acc: 0.9016, loss_cls: 0.9547, loss: 0.9547, grad_norm: 19.1135 2020-08-12 00:51:09,189 - mmaction - INFO - Epoch [50][2380/2505] lr: 5.000e-06, eta: 10:48:40, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7609, top5_acc: 0.9068, loss_cls: 0.9757, loss: 0.9757, grad_norm: 18.5329 2020-08-12 00:51:46,450 - mmaction - INFO - Epoch [50][2400/2505] lr: 5.000e-06, eta: 10:48:01, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7776, top5_acc: 0.9141, loss_cls: 0.8951, loss: 0.8951, grad_norm: 17.3945 2020-08-12 00:52:23,662 - mmaction - INFO - Epoch [50][2420/2505] lr: 5.000e-06, eta: 10:47:22, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7698, top5_acc: 0.8984, loss_cls: 0.9437, loss: 0.9437, grad_norm: 18.1309 2020-08-12 00:53:00,868 - mmaction - INFO - Epoch [50][2440/2505] lr: 5.000e-06, eta: 10:46:43, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7583, top5_acc: 0.8958, loss_cls: 1.0159, loss: 1.0159, grad_norm: 18.4474 2020-08-12 00:53:38,105 - mmaction - INFO - Epoch [50][2460/2505] lr: 5.000e-06, eta: 10:46:04, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7651, top5_acc: 0.9052, loss_cls: 0.9293, loss: 0.9293, grad_norm: 17.3564 2020-08-12 00:54:16,450 - mmaction - INFO - Epoch [50][2480/2505] lr: 5.000e-06, eta: 10:45:26, time: 1.912, data_time: 0.001, memory: 8521, top1_acc: 0.7740, top5_acc: 0.9078, loss_cls: 0.9114, loss: 0.9114, grad_norm: 18.0577 2020-08-12 00:54:53,756 - mmaction - INFO - Epoch [50][2500/2505] lr: 5.000e-06, eta: 10:44:47, time: 1.870, data_time: 0.006, memory: 8521, top1_acc: 0.7547, top5_acc: 0.8958, loss_cls: 0.9813, loss: 0.9813, grad_norm: 17.6492 2020-08-12 00:55:11,918 - mmaction - INFO - Saving checkpoint at 50 epochs 2020-08-12 00:56:56,196 - mmaction - INFO - Epoch [51][20/2505] lr: 5.000e-06, eta: 10:44:08, time: 5.176, data_time: 3.255, memory: 8521, top1_acc: 0.7776, top5_acc: 0.8995, loss_cls: 0.9172, loss: 0.9172, grad_norm: 18.0527 2020-08-12 00:57:34,159 - mmaction - INFO - Epoch [51][40/2505] lr: 5.000e-06, eta: 10:43:29, time: 1.899, data_time: 0.010, memory: 8521, top1_acc: 0.7625, top5_acc: 0.9036, loss_cls: 0.9569, loss: 0.9569, grad_norm: 18.4500 2020-08-12 00:58:11,768 - mmaction - INFO - Epoch [51][60/2505] lr: 5.000e-06, eta: 10:42:50, time: 1.880, data_time: 0.000, memory: 8521, top1_acc: 0.7677, top5_acc: 0.9104, loss_cls: 0.9407, loss: 0.9407, grad_norm: 18.8939 2020-08-12 00:58:49,614 - mmaction - INFO - Epoch [51][80/2505] lr: 5.000e-06, eta: 10:42:11, time: 1.892, data_time: 0.000, memory: 8521, top1_acc: 0.7568, top5_acc: 0.9089, loss_cls: 0.9568, loss: 0.9568, grad_norm: 17.8402 2020-08-12 00:59:27,400 - mmaction - INFO - Epoch [51][100/2505] lr: 5.000e-06, eta: 10:41:33, time: 1.889, data_time: 0.001, memory: 8521, top1_acc: 0.7802, top5_acc: 0.9078, loss_cls: 0.9047, loss: 0.9047, grad_norm: 17.7330 2020-08-12 01:00:08,642 - mmaction - INFO - Epoch [51][120/2505] lr: 5.000e-06, eta: 10:40:54, time: 2.061, data_time: 0.001, memory: 8521, top1_acc: 0.7688, top5_acc: 0.8995, loss_cls: 0.9486, loss: 0.9486, grad_norm: 17.9894 2020-08-12 01:00:46,934 - mmaction - INFO - Epoch [51][140/2505] lr: 5.000e-06, eta: 10:40:16, time: 1.916, data_time: 0.009, memory: 8521, top1_acc: 0.7630, top5_acc: 0.8995, loss_cls: 0.9815, loss: 0.9815, grad_norm: 17.8594 2020-08-12 01:01:24,461 - mmaction - INFO - Epoch [51][160/2505] lr: 5.000e-06, eta: 10:39:37, time: 1.877, data_time: 0.002, memory: 8521, top1_acc: 0.7703, top5_acc: 0.9010, loss_cls: 0.9838, loss: 0.9838, grad_norm: 17.8281 2020-08-12 01:02:01,809 - mmaction - INFO - Epoch [51][180/2505] lr: 5.000e-06, eta: 10:38:58, time: 1.867, data_time: 0.000, memory: 8521, top1_acc: 0.7740, top5_acc: 0.9089, loss_cls: 0.9148, loss: 0.9148, grad_norm: 17.5318 2020-08-12 01:02:39,374 - mmaction - INFO - Epoch [51][200/2505] lr: 5.000e-06, eta: 10:38:19, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.7635, top5_acc: 0.9094, loss_cls: 0.9392, loss: 0.9392, grad_norm: 17.6882 2020-08-12 01:03:16,679 - mmaction - INFO - Epoch [51][220/2505] lr: 5.000e-06, eta: 10:37:41, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7776, top5_acc: 0.9068, loss_cls: 0.9121, loss: 0.9121, grad_norm: 17.8722 2020-08-12 01:03:54,295 - mmaction - INFO - Epoch [51][240/2505] lr: 5.000e-06, eta: 10:37:02, time: 1.881, data_time: 0.001, memory: 8521, top1_acc: 0.7573, top5_acc: 0.9026, loss_cls: 0.9796, loss: 0.9796, grad_norm: 18.6446 2020-08-12 01:04:31,711 - mmaction - INFO - Epoch [51][260/2505] lr: 5.000e-06, eta: 10:36:23, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.7672, top5_acc: 0.8958, loss_cls: 0.9323, loss: 0.9323, grad_norm: 18.2145 2020-08-12 01:05:10,234 - mmaction - INFO - Epoch [51][280/2505] lr: 5.000e-06, eta: 10:35:44, time: 1.924, data_time: 0.001, memory: 8521, top1_acc: 0.7573, top5_acc: 0.8948, loss_cls: 0.9758, loss: 0.9758, grad_norm: 18.2423 2020-08-12 01:05:47,759 - mmaction - INFO - Epoch [51][300/2505] lr: 5.000e-06, eta: 10:35:06, time: 1.879, data_time: 0.006, memory: 8521, top1_acc: 0.7682, top5_acc: 0.9047, loss_cls: 0.9440, loss: 0.9440, grad_norm: 17.7529 2020-08-12 01:06:25,253 - mmaction - INFO - Epoch [51][320/2505] lr: 5.000e-06, eta: 10:34:27, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.7594, top5_acc: 0.8979, loss_cls: 0.9932, loss: 0.9932, grad_norm: 18.0083 2020-08-12 01:07:02,619 - mmaction - INFO - Epoch [51][340/2505] lr: 5.000e-06, eta: 10:33:48, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7599, top5_acc: 0.9109, loss_cls: 0.9172, loss: 0.9172, grad_norm: 18.2948 2020-08-12 01:07:39,968 - mmaction - INFO - Epoch [51][360/2505] lr: 5.000e-06, eta: 10:33:09, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7839, top5_acc: 0.9167, loss_cls: 0.8856, loss: 0.8856, grad_norm: 17.5366 2020-08-12 01:08:17,325 - mmaction - INFO - Epoch [51][380/2505] lr: 5.000e-06, eta: 10:32:30, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7552, top5_acc: 0.9036, loss_cls: 0.9521, loss: 0.9521, grad_norm: 18.3374 2020-08-12 01:08:54,819 - mmaction - INFO - Epoch [51][400/2505] lr: 5.000e-06, eta: 10:31:52, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.7786, top5_acc: 0.9021, loss_cls: 0.9490, loss: 0.9490, grad_norm: 18.3410 2020-08-12 01:09:32,222 - mmaction - INFO - Epoch [51][420/2505] lr: 5.000e-06, eta: 10:31:13, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7677, top5_acc: 0.9115, loss_cls: 0.9328, loss: 0.9328, grad_norm: 17.6304 2020-08-12 01:10:09,787 - mmaction - INFO - Epoch [51][440/2505] lr: 5.000e-06, eta: 10:30:34, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.7630, top5_acc: 0.9026, loss_cls: 0.9474, loss: 0.9474, grad_norm: 17.4963 2020-08-12 01:10:47,476 - mmaction - INFO - Epoch [51][460/2505] lr: 5.000e-06, eta: 10:29:55, time: 1.885, data_time: 0.001, memory: 8521, top1_acc: 0.7859, top5_acc: 0.9130, loss_cls: 0.8669, loss: 0.8669, grad_norm: 17.2641 2020-08-12 01:11:25,015 - mmaction - INFO - Epoch [51][480/2505] lr: 5.000e-06, eta: 10:29:17, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.7937, top5_acc: 0.9104, loss_cls: 0.8563, loss: 0.8563, grad_norm: 17.4268 2020-08-12 01:12:02,642 - mmaction - INFO - Epoch [51][500/2505] lr: 5.000e-06, eta: 10:28:38, time: 1.881, data_time: 0.001, memory: 8521, top1_acc: 0.7568, top5_acc: 0.9125, loss_cls: 0.9694, loss: 0.9694, grad_norm: 18.8194 2020-08-12 01:12:40,064 - mmaction - INFO - Epoch [51][520/2505] lr: 5.000e-06, eta: 10:27:59, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.7698, top5_acc: 0.9083, loss_cls: 0.9364, loss: 0.9364, grad_norm: 18.3487 2020-08-12 01:13:17,377 - mmaction - INFO - Epoch [51][540/2505] lr: 5.000e-06, eta: 10:27:20, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7599, top5_acc: 0.9000, loss_cls: 0.9695, loss: 0.9695, grad_norm: 17.9880 2020-08-12 01:13:54,825 - mmaction - INFO - Epoch [51][560/2505] lr: 5.000e-06, eta: 10:26:41, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.7656, top5_acc: 0.9016, loss_cls: 0.9590, loss: 0.9590, grad_norm: 18.9589 2020-08-12 01:14:32,166 - mmaction - INFO - Epoch [51][580/2505] lr: 5.000e-06, eta: 10:26:03, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7740, top5_acc: 0.9104, loss_cls: 0.9138, loss: 0.9138, grad_norm: 18.1645 2020-08-12 01:15:09,851 - mmaction - INFO - Epoch [51][600/2505] lr: 5.000e-06, eta: 10:25:24, time: 1.884, data_time: 0.000, memory: 8521, top1_acc: 0.7661, top5_acc: 0.8990, loss_cls: 0.9680, loss: 0.9680, grad_norm: 18.5912 2020-08-12 01:15:47,430 - mmaction - INFO - Epoch [51][620/2505] lr: 5.000e-06, eta: 10:24:45, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.7844, top5_acc: 0.9021, loss_cls: 0.8820, loss: 0.8820, grad_norm: 17.4552 2020-08-12 01:16:25,033 - mmaction - INFO - Epoch [51][640/2505] lr: 5.000e-06, eta: 10:24:06, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.7630, top5_acc: 0.9047, loss_cls: 0.9736, loss: 0.9736, grad_norm: 18.3207 2020-08-12 01:17:02,311 - mmaction - INFO - Epoch [51][660/2505] lr: 5.000e-06, eta: 10:23:28, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7745, top5_acc: 0.9021, loss_cls: 0.9186, loss: 0.9186, grad_norm: 17.6315 2020-08-12 01:17:39,792 - mmaction - INFO - Epoch [51][680/2505] lr: 5.000e-06, eta: 10:22:49, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.7714, top5_acc: 0.9083, loss_cls: 0.9267, loss: 0.9267, grad_norm: 18.6242 2020-08-12 01:18:17,286 - mmaction - INFO - Epoch [51][700/2505] lr: 5.000e-06, eta: 10:22:10, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.7922, top5_acc: 0.9083, loss_cls: 0.8618, loss: 0.8618, grad_norm: 17.6825 2020-08-12 01:18:54,673 - mmaction - INFO - Epoch [51][720/2505] lr: 5.000e-06, eta: 10:21:31, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.7797, top5_acc: 0.9115, loss_cls: 0.8744, loss: 0.8744, grad_norm: 17.9452 2020-08-12 01:19:32,080 - mmaction - INFO - Epoch [51][740/2505] lr: 5.000e-06, eta: 10:20:52, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7630, top5_acc: 0.9010, loss_cls: 0.9394, loss: 0.9394, grad_norm: 18.0612 2020-08-12 01:20:09,394 - mmaction - INFO - Epoch [51][760/2505] lr: 5.000e-06, eta: 10:20:14, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7724, top5_acc: 0.9073, loss_cls: 0.9336, loss: 0.9336, grad_norm: 17.9298 2020-08-12 01:20:46,620 - mmaction - INFO - Epoch [51][780/2505] lr: 5.000e-06, eta: 10:19:35, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7776, top5_acc: 0.9036, loss_cls: 0.8922, loss: 0.8922, grad_norm: 17.4808 2020-08-12 01:21:23,908 - mmaction - INFO - Epoch [51][800/2505] lr: 5.000e-06, eta: 10:18:56, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7557, top5_acc: 0.8875, loss_cls: 1.0384, loss: 1.0384, grad_norm: 18.4484 2020-08-12 01:22:01,187 - mmaction - INFO - Epoch [51][820/2505] lr: 5.000e-06, eta: 10:18:17, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7703, top5_acc: 0.9000, loss_cls: 0.9682, loss: 0.9682, grad_norm: 18.4775 2020-08-12 01:22:38,615 - mmaction - INFO - Epoch [51][840/2505] lr: 5.000e-06, eta: 10:17:38, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.7818, top5_acc: 0.9036, loss_cls: 0.8920, loss: 0.8920, grad_norm: 16.3683 2020-08-12 01:23:16,000 - mmaction - INFO - Epoch [51][860/2505] lr: 5.000e-06, eta: 10:17:00, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7474, top5_acc: 0.8917, loss_cls: 1.0134, loss: 1.0134, grad_norm: 18.9515 2020-08-12 01:23:53,325 - mmaction - INFO - Epoch [51][880/2505] lr: 5.000e-06, eta: 10:16:21, time: 1.866, data_time: 0.000, memory: 8521, top1_acc: 0.7562, top5_acc: 0.8995, loss_cls: 0.9654, loss: 0.9654, grad_norm: 18.4875 2020-08-12 01:24:30,641 - mmaction - INFO - Epoch [51][900/2505] lr: 5.000e-06, eta: 10:15:42, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7568, top5_acc: 0.9005, loss_cls: 0.9448, loss: 0.9448, grad_norm: 18.0263 2020-08-12 01:25:07,877 - mmaction - INFO - Epoch [51][920/2505] lr: 5.000e-06, eta: 10:15:03, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7677, top5_acc: 0.9031, loss_cls: 0.9546, loss: 0.9546, grad_norm: 18.4587 2020-08-12 01:25:45,058 - mmaction - INFO - Epoch [51][940/2505] lr: 5.000e-06, eta: 10:14:24, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7594, top5_acc: 0.9130, loss_cls: 0.9428, loss: 0.9428, grad_norm: 18.0985 2020-08-12 01:26:22,419 - mmaction - INFO - Epoch [51][960/2505] lr: 5.000e-06, eta: 10:13:46, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7677, top5_acc: 0.9078, loss_cls: 0.9595, loss: 0.9595, grad_norm: 18.3394 2020-08-12 01:26:59,877 - mmaction - INFO - Epoch [51][980/2505] lr: 5.000e-06, eta: 10:13:07, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.7719, top5_acc: 0.9156, loss_cls: 0.8917, loss: 0.8917, grad_norm: 17.6936 2020-08-12 01:27:37,177 - mmaction - INFO - Epoch [51][1000/2505] lr: 5.000e-06, eta: 10:12:28, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7849, top5_acc: 0.9198, loss_cls: 0.8457, loss: 0.8457, grad_norm: 17.3994 2020-08-12 01:28:14,607 - mmaction - INFO - Epoch [51][1020/2505] lr: 5.000e-06, eta: 10:11:49, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.7703, top5_acc: 0.9089, loss_cls: 0.9145, loss: 0.9145, grad_norm: 17.9752 2020-08-12 01:28:51,811 - mmaction - INFO - Epoch [51][1040/2505] lr: 5.000e-06, eta: 10:11:10, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7453, top5_acc: 0.8849, loss_cls: 1.0798, loss: 1.0798, grad_norm: 18.8372 2020-08-12 01:29:29,062 - mmaction - INFO - Epoch [51][1060/2505] lr: 5.000e-06, eta: 10:10:32, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7839, top5_acc: 0.9063, loss_cls: 0.8941, loss: 0.8941, grad_norm: 17.4163 2020-08-12 01:30:06,140 - mmaction - INFO - Epoch [51][1080/2505] lr: 5.000e-06, eta: 10:09:53, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.7682, top5_acc: 0.9083, loss_cls: 0.9236, loss: 0.9236, grad_norm: 18.5051 2020-08-12 01:30:43,457 - mmaction - INFO - Epoch [51][1100/2505] lr: 5.000e-06, eta: 10:09:14, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7620, top5_acc: 0.9089, loss_cls: 0.9400, loss: 0.9400, grad_norm: 18.6600 2020-08-12 01:31:20,642 - mmaction - INFO - Epoch [51][1120/2505] lr: 5.000e-06, eta: 10:08:35, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7714, top5_acc: 0.9089, loss_cls: 0.9207, loss: 0.9207, grad_norm: 17.8641 2020-08-12 01:31:57,908 - mmaction - INFO - Epoch [51][1140/2505] lr: 5.000e-06, eta: 10:07:56, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7677, top5_acc: 0.9026, loss_cls: 0.9282, loss: 0.9282, grad_norm: 17.5494 2020-08-12 01:32:35,162 - mmaction - INFO - Epoch [51][1160/2505] lr: 5.000e-06, eta: 10:07:18, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7641, top5_acc: 0.8974, loss_cls: 0.9776, loss: 0.9776, grad_norm: 18.3816 2020-08-12 01:33:12,360 - mmaction - INFO - Epoch [51][1180/2505] lr: 5.000e-06, eta: 10:06:39, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7641, top5_acc: 0.9068, loss_cls: 0.9431, loss: 0.9431, grad_norm: 18.4516 2020-08-12 01:33:49,508 - mmaction - INFO - Epoch [51][1200/2505] lr: 5.000e-06, eta: 10:06:00, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7609, top5_acc: 0.9021, loss_cls: 0.9612, loss: 0.9612, grad_norm: 18.1754 2020-08-12 01:34:26,658 - mmaction - INFO - Epoch [51][1220/2505] lr: 5.000e-06, eta: 10:05:21, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7833, top5_acc: 0.9167, loss_cls: 0.8780, loss: 0.8780, grad_norm: 16.6471 2020-08-12 01:35:03,919 - mmaction - INFO - Epoch [51][1240/2505] lr: 5.000e-06, eta: 10:04:42, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7583, top5_acc: 0.9109, loss_cls: 0.9524, loss: 0.9524, grad_norm: 18.4141 2020-08-12 01:35:41,289 - mmaction - INFO - Epoch [51][1260/2505] lr: 5.000e-06, eta: 10:04:04, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.7771, top5_acc: 0.9141, loss_cls: 0.8860, loss: 0.8860, grad_norm: 17.3318 2020-08-12 01:36:18,458 - mmaction - INFO - Epoch [51][1280/2505] lr: 5.000e-06, eta: 10:03:25, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7620, top5_acc: 0.9042, loss_cls: 0.9642, loss: 0.9642, grad_norm: 19.1466 2020-08-12 01:36:55,870 - mmaction - INFO - Epoch [51][1300/2505] lr: 5.000e-06, eta: 10:02:46, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.7578, top5_acc: 0.9005, loss_cls: 1.0024, loss: 1.0024, grad_norm: 18.7289 2020-08-12 01:37:33,049 - mmaction - INFO - Epoch [51][1320/2505] lr: 5.000e-06, eta: 10:02:07, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7677, top5_acc: 0.9125, loss_cls: 0.9022, loss: 0.9022, grad_norm: 18.1963 2020-08-12 01:38:10,198 - mmaction - INFO - Epoch [51][1340/2505] lr: 5.000e-06, eta: 10:01:28, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7880, top5_acc: 0.9005, loss_cls: 0.9052, loss: 0.9052, grad_norm: 16.7225 2020-08-12 01:38:47,512 - mmaction - INFO - Epoch [51][1360/2505] lr: 5.000e-06, eta: 10:00:50, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7583, top5_acc: 0.9063, loss_cls: 0.9754, loss: 0.9754, grad_norm: 18.3923 2020-08-12 01:39:24,637 - mmaction - INFO - Epoch [51][1380/2505] lr: 5.000e-06, eta: 10:00:11, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7724, top5_acc: 0.9052, loss_cls: 0.9297, loss: 0.9297, grad_norm: 18.3557 2020-08-12 01:40:01,802 - mmaction - INFO - Epoch [51][1400/2505] lr: 5.000e-06, eta: 9:59:32, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7667, top5_acc: 0.8969, loss_cls: 0.9687, loss: 0.9687, grad_norm: 18.7608 2020-08-12 01:40:39,130 - mmaction - INFO - Epoch [51][1420/2505] lr: 5.000e-06, eta: 9:58:53, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7641, top5_acc: 0.9156, loss_cls: 0.9047, loss: 0.9047, grad_norm: 18.1963 2020-08-12 01:41:16,304 - mmaction - INFO - Epoch [51][1440/2505] lr: 5.000e-06, eta: 9:58:14, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7729, top5_acc: 0.9115, loss_cls: 0.9216, loss: 0.9216, grad_norm: 17.9754 2020-08-12 01:41:53,605 - mmaction - INFO - Epoch [51][1460/2505] lr: 5.000e-06, eta: 9:57:36, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7620, top5_acc: 0.9161, loss_cls: 0.9092, loss: 0.9092, grad_norm: 18.4170 2020-08-12 01:42:30,794 - mmaction - INFO - Epoch [51][1480/2505] lr: 5.000e-06, eta: 9:56:57, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7542, top5_acc: 0.8964, loss_cls: 1.0157, loss: 1.0157, grad_norm: 18.1994 2020-08-12 01:43:07,989 - mmaction - INFO - Epoch [51][1500/2505] lr: 5.000e-06, eta: 9:56:18, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7563, top5_acc: 0.9057, loss_cls: 0.9699, loss: 0.9699, grad_norm: 18.2257 2020-08-12 01:43:45,135 - mmaction - INFO - Epoch [51][1520/2505] lr: 5.000e-06, eta: 9:55:39, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7734, top5_acc: 0.8995, loss_cls: 0.9433, loss: 0.9433, grad_norm: 17.4315 2020-08-12 01:44:22,215 - mmaction - INFO - Epoch [51][1540/2505] lr: 5.000e-06, eta: 9:55:00, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.7651, top5_acc: 0.9083, loss_cls: 0.9448, loss: 0.9448, grad_norm: 18.4731 2020-08-12 01:44:59,462 - mmaction - INFO - Epoch [51][1560/2505] lr: 5.000e-06, eta: 9:54:22, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7859, top5_acc: 0.9089, loss_cls: 0.8948, loss: 0.8948, grad_norm: 17.4638 2020-08-12 01:45:36,657 - mmaction - INFO - Epoch [51][1580/2505] lr: 5.000e-06, eta: 9:53:43, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7667, top5_acc: 0.9068, loss_cls: 0.9336, loss: 0.9336, grad_norm: 18.0156 2020-08-12 01:46:13,909 - mmaction - INFO - Epoch [51][1600/2505] lr: 5.000e-06, eta: 9:53:04, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7464, top5_acc: 0.9057, loss_cls: 0.9941, loss: 0.9941, grad_norm: 18.3791 2020-08-12 01:46:50,999 - mmaction - INFO - Epoch [51][1620/2505] lr: 5.000e-06, eta: 9:52:25, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.7792, top5_acc: 0.9099, loss_cls: 0.9040, loss: 0.9040, grad_norm: 17.6244 2020-08-12 01:47:28,100 - mmaction - INFO - Epoch [51][1640/2505] lr: 5.000e-06, eta: 9:51:46, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7609, top5_acc: 0.9005, loss_cls: 0.9495, loss: 0.9495, grad_norm: 18.3486 2020-08-12 01:48:05,158 - mmaction - INFO - Epoch [51][1660/2505] lr: 5.000e-06, eta: 9:51:08, time: 1.853, data_time: 0.001, memory: 8521, top1_acc: 0.7646, top5_acc: 0.9021, loss_cls: 0.9314, loss: 0.9314, grad_norm: 17.6161 2020-08-12 01:48:42,433 - mmaction - INFO - Epoch [51][1680/2505] lr: 5.000e-06, eta: 9:50:29, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7630, top5_acc: 0.9016, loss_cls: 0.9815, loss: 0.9815, grad_norm: 17.6858 2020-08-12 01:49:19,560 - mmaction - INFO - Epoch [51][1700/2505] lr: 5.000e-06, eta: 9:49:50, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7781, top5_acc: 0.9057, loss_cls: 0.9177, loss: 0.9177, grad_norm: 17.9481 2020-08-12 01:49:56,731 - mmaction - INFO - Epoch [51][1720/2505] lr: 5.000e-06, eta: 9:49:11, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7635, top5_acc: 0.9010, loss_cls: 0.9742, loss: 0.9742, grad_norm: 18.1728 2020-08-12 01:50:33,927 - mmaction - INFO - Epoch [51][1740/2505] lr: 5.000e-06, eta: 9:48:32, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7641, top5_acc: 0.9089, loss_cls: 0.9375, loss: 0.9375, grad_norm: 18.2563 2020-08-12 01:51:11,110 - mmaction - INFO - Epoch [51][1760/2505] lr: 5.000e-06, eta: 9:47:54, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7656, top5_acc: 0.8964, loss_cls: 0.9915, loss: 0.9915, grad_norm: 17.9341 2020-08-12 01:51:48,296 - mmaction - INFO - Epoch [51][1780/2505] lr: 5.000e-06, eta: 9:47:15, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7740, top5_acc: 0.9042, loss_cls: 0.9264, loss: 0.9264, grad_norm: 17.8132 2020-08-12 01:52:25,392 - mmaction - INFO - Epoch [51][1800/2505] lr: 5.000e-06, eta: 9:46:36, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7792, top5_acc: 0.9068, loss_cls: 0.9096, loss: 0.9096, grad_norm: 17.7872 2020-08-12 01:53:02,573 - mmaction - INFO - Epoch [51][1820/2505] lr: 5.000e-06, eta: 9:45:57, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7740, top5_acc: 0.8958, loss_cls: 0.9470, loss: 0.9470, grad_norm: 17.1202 2020-08-12 01:53:39,800 - mmaction - INFO - Epoch [51][1840/2505] lr: 5.000e-06, eta: 9:45:18, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7740, top5_acc: 0.9151, loss_cls: 0.8950, loss: 0.8950, grad_norm: 17.6906 2020-08-12 01:54:16,939 - mmaction - INFO - Epoch [51][1860/2505] lr: 5.000e-06, eta: 9:44:40, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7755, top5_acc: 0.9078, loss_cls: 0.9112, loss: 0.9112, grad_norm: 17.6898 2020-08-12 01:54:54,052 - mmaction - INFO - Epoch [51][1880/2505] lr: 5.000e-06, eta: 9:44:01, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7703, top5_acc: 0.8984, loss_cls: 0.9650, loss: 0.9650, grad_norm: 18.0831 2020-08-12 01:55:31,220 - mmaction - INFO - Epoch [51][1900/2505] lr: 5.000e-06, eta: 9:43:22, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7557, top5_acc: 0.8990, loss_cls: 0.9714, loss: 0.9714, grad_norm: 17.9741 2020-08-12 01:56:08,468 - mmaction - INFO - Epoch [51][1920/2505] lr: 5.000e-06, eta: 9:42:43, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7745, top5_acc: 0.9099, loss_cls: 0.9134, loss: 0.9134, grad_norm: 18.3270 2020-08-12 01:56:45,704 - mmaction - INFO - Epoch [51][1940/2505] lr: 5.000e-06, eta: 9:42:04, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7646, top5_acc: 0.9109, loss_cls: 0.9146, loss: 0.9146, grad_norm: 18.1838 2020-08-12 01:57:22,867 - mmaction - INFO - Epoch [51][1960/2505] lr: 5.000e-06, eta: 9:41:26, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7573, top5_acc: 0.9052, loss_cls: 0.9551, loss: 0.9551, grad_norm: 18.3247 2020-08-12 01:58:00,157 - mmaction - INFO - Epoch [51][1980/2505] lr: 5.000e-06, eta: 9:40:47, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7750, top5_acc: 0.9000, loss_cls: 0.9544, loss: 0.9544, grad_norm: 18.3203 2020-08-12 01:58:37,252 - mmaction - INFO - Epoch [51][2000/2505] lr: 5.000e-06, eta: 9:40:08, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7698, top5_acc: 0.9052, loss_cls: 0.9377, loss: 0.9377, grad_norm: 18.1086 2020-08-12 01:59:14,382 - mmaction - INFO - Epoch [51][2020/2505] lr: 5.000e-06, eta: 9:39:29, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7755, top5_acc: 0.9208, loss_cls: 0.8918, loss: 0.8918, grad_norm: 17.4143 2020-08-12 01:59:52,919 - mmaction - INFO - Epoch [51][2040/2505] lr: 5.000e-06, eta: 9:38:51, time: 1.923, data_time: 0.001, memory: 8521, top1_acc: 0.7771, top5_acc: 0.9078, loss_cls: 0.9020, loss: 0.9020, grad_norm: 17.5052 2020-08-12 02:00:33,770 - mmaction - INFO - Epoch [51][2060/2505] lr: 5.000e-06, eta: 9:38:12, time: 2.042, data_time: 0.011, memory: 8521, top1_acc: 0.7688, top5_acc: 0.9094, loss_cls: 0.9232, loss: 0.9232, grad_norm: 17.9311 2020-08-12 02:01:11,207 - mmaction - INFO - Epoch [51][2080/2505] lr: 5.000e-06, eta: 9:37:34, time: 1.877, data_time: 0.017, memory: 8521, top1_acc: 0.7724, top5_acc: 0.9036, loss_cls: 0.9122, loss: 0.9122, grad_norm: 17.3769 2020-08-12 02:01:48,399 - mmaction - INFO - Epoch [51][2100/2505] lr: 5.000e-06, eta: 9:36:55, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7589, top5_acc: 0.9031, loss_cls: 0.9877, loss: 0.9877, grad_norm: 18.1901 2020-08-12 02:02:26,372 - mmaction - INFO - Epoch [51][2120/2505] lr: 5.000e-06, eta: 9:36:16, time: 1.898, data_time: 0.001, memory: 8521, top1_acc: 0.7687, top5_acc: 0.9057, loss_cls: 0.9532, loss: 0.9532, grad_norm: 18.2053 2020-08-12 02:03:03,591 - mmaction - INFO - Epoch [51][2140/2505] lr: 5.000e-06, eta: 9:35:37, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7693, top5_acc: 0.9031, loss_cls: 0.9251, loss: 0.9251, grad_norm: 17.7578 2020-08-12 02:03:40,787 - mmaction - INFO - Epoch [51][2160/2505] lr: 5.000e-06, eta: 9:34:59, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7562, top5_acc: 0.9062, loss_cls: 0.9767, loss: 0.9767, grad_norm: 18.4141 2020-08-12 02:04:18,022 - mmaction - INFO - Epoch [51][2180/2505] lr: 5.000e-06, eta: 9:34:20, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7542, top5_acc: 0.8990, loss_cls: 0.9632, loss: 0.9632, grad_norm: 18.5247 2020-08-12 02:04:55,233 - mmaction - INFO - Epoch [51][2200/2505] lr: 5.000e-06, eta: 9:33:41, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7818, top5_acc: 0.9057, loss_cls: 0.9037, loss: 0.9037, grad_norm: 17.7388 2020-08-12 02:05:32,724 - mmaction - INFO - Epoch [51][2220/2505] lr: 5.000e-06, eta: 9:33:02, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.7594, top5_acc: 0.9057, loss_cls: 0.9523, loss: 0.9523, grad_norm: 18.4707 2020-08-12 02:06:09,892 - mmaction - INFO - Epoch [51][2240/2505] lr: 5.000e-06, eta: 9:32:23, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7458, top5_acc: 0.9057, loss_cls: 0.9925, loss: 0.9925, grad_norm: 17.9042 2020-08-12 02:06:47,079 - mmaction - INFO - Epoch [51][2260/2505] lr: 5.000e-06, eta: 9:31:45, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7708, top5_acc: 0.9109, loss_cls: 0.9340, loss: 0.9340, grad_norm: 17.8830 2020-08-12 02:07:24,189 - mmaction - INFO - Epoch [51][2280/2505] lr: 5.000e-06, eta: 9:31:06, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7724, top5_acc: 0.9099, loss_cls: 0.9319, loss: 0.9319, grad_norm: 17.8546 2020-08-12 02:08:01,388 - mmaction - INFO - Epoch [51][2300/2505] lr: 5.000e-06, eta: 9:30:27, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7792, top5_acc: 0.9266, loss_cls: 0.8399, loss: 0.8399, grad_norm: 17.4019 2020-08-12 02:08:38,599 - mmaction - INFO - Epoch [51][2320/2505] lr: 5.000e-06, eta: 9:29:48, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7536, top5_acc: 0.8938, loss_cls: 1.0101, loss: 1.0101, grad_norm: 18.6699 2020-08-12 02:09:15,770 - mmaction - INFO - Epoch [51][2340/2505] lr: 5.000e-06, eta: 9:29:10, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7667, top5_acc: 0.9120, loss_cls: 0.9342, loss: 0.9342, grad_norm: 17.8265 2020-08-12 02:09:53,014 - mmaction - INFO - Epoch [51][2360/2505] lr: 5.000e-06, eta: 9:28:31, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7547, top5_acc: 0.9094, loss_cls: 0.9564, loss: 0.9564, grad_norm: 18.5345 2020-08-12 02:10:30,213 - mmaction - INFO - Epoch [51][2380/2505] lr: 5.000e-06, eta: 9:27:52, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7552, top5_acc: 0.9042, loss_cls: 0.9597, loss: 0.9597, grad_norm: 18.7847 2020-08-12 02:11:07,463 - mmaction - INFO - Epoch [51][2400/2505] lr: 5.000e-06, eta: 9:27:13, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7646, top5_acc: 0.9078, loss_cls: 0.9406, loss: 0.9406, grad_norm: 17.9519 2020-08-12 02:11:44,645 - mmaction - INFO - Epoch [51][2420/2505] lr: 5.000e-06, eta: 9:26:34, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7885, top5_acc: 0.9187, loss_cls: 0.8443, loss: 0.8443, grad_norm: 17.5095 2020-08-12 02:12:21,839 - mmaction - INFO - Epoch [51][2440/2505] lr: 5.000e-06, eta: 9:25:56, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7604, top5_acc: 0.8990, loss_cls: 0.9791, loss: 0.9791, grad_norm: 17.8343 2020-08-12 02:12:59,102 - mmaction - INFO - Epoch [51][2460/2505] lr: 5.000e-06, eta: 9:25:17, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7792, top5_acc: 0.9068, loss_cls: 0.9155, loss: 0.9155, grad_norm: 17.6254 2020-08-12 02:13:36,179 - mmaction - INFO - Epoch [51][2480/2505] lr: 5.000e-06, eta: 9:24:38, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.7719, top5_acc: 0.9073, loss_cls: 0.9451, loss: 0.9451, grad_norm: 18.7785 2020-08-12 02:14:13,312 - mmaction - INFO - Epoch [51][2500/2505] lr: 5.000e-06, eta: 9:23:59, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7688, top5_acc: 0.9073, loss_cls: 0.9362, loss: 0.9362, grad_norm: 18.4293 2020-08-12 02:16:10,362 - mmaction - INFO - Epoch [52][20/2505] lr: 5.000e-06, eta: 9:23:18, time: 4.931, data_time: 3.006, memory: 8521, top1_acc: 0.7823, top5_acc: 0.9062, loss_cls: 0.8846, loss: 0.8846, grad_norm: 17.6727 2020-08-12 02:16:48,923 - mmaction - INFO - Epoch [52][40/2505] lr: 5.000e-06, eta: 9:22:39, time: 1.928, data_time: 0.028, memory: 8521, top1_acc: 0.7724, top5_acc: 0.9120, loss_cls: 0.8836, loss: 0.8836, grad_norm: 16.9342 2020-08-12 02:17:26,868 - mmaction - INFO - Epoch [52][60/2505] lr: 5.000e-06, eta: 9:22:01, time: 1.898, data_time: 0.007, memory: 8521, top1_acc: 0.7589, top5_acc: 0.9021, loss_cls: 0.9347, loss: 0.9347, grad_norm: 17.9763 2020-08-12 02:18:04,537 - mmaction - INFO - Epoch [52][80/2505] lr: 5.000e-06, eta: 9:21:22, time: 1.883, data_time: 0.001, memory: 8521, top1_acc: 0.7656, top5_acc: 0.9031, loss_cls: 0.9458, loss: 0.9458, grad_norm: 18.6783 2020-08-12 02:18:42,149 - mmaction - INFO - Epoch [52][100/2505] lr: 5.000e-06, eta: 9:20:43, time: 1.881, data_time: 0.001, memory: 8521, top1_acc: 0.7729, top5_acc: 0.9062, loss_cls: 0.9507, loss: 0.9507, grad_norm: 17.9091 2020-08-12 02:19:19,903 - mmaction - INFO - Epoch [52][120/2505] lr: 5.000e-06, eta: 9:20:05, time: 1.888, data_time: 0.001, memory: 8521, top1_acc: 0.7677, top5_acc: 0.9036, loss_cls: 0.9363, loss: 0.9363, grad_norm: 17.8077 2020-08-12 02:19:57,689 - mmaction - INFO - Epoch [52][140/2505] lr: 5.000e-06, eta: 9:19:26, time: 1.889, data_time: 0.001, memory: 8521, top1_acc: 0.7651, top5_acc: 0.9125, loss_cls: 0.9201, loss: 0.9201, grad_norm: 17.4527 2020-08-12 02:20:36,207 - mmaction - INFO - Epoch [52][160/2505] lr: 5.000e-06, eta: 9:18:47, time: 1.925, data_time: 0.001, memory: 8521, top1_acc: 0.7776, top5_acc: 0.9099, loss_cls: 0.9132, loss: 0.9132, grad_norm: 17.7125 2020-08-12 02:21:13,896 - mmaction - INFO - Epoch [52][180/2505] lr: 5.000e-06, eta: 9:18:09, time: 1.885, data_time: 0.004, memory: 8521, top1_acc: 0.7828, top5_acc: 0.9172, loss_cls: 0.8782, loss: 0.8782, grad_norm: 17.3957 2020-08-12 02:21:51,468 - mmaction - INFO - Epoch [52][200/2505] lr: 5.000e-06, eta: 9:17:30, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.7646, top5_acc: 0.9005, loss_cls: 0.9753, loss: 0.9753, grad_norm: 18.4167 2020-08-12 02:22:29,213 - mmaction - INFO - Epoch [52][220/2505] lr: 5.000e-06, eta: 9:16:51, time: 1.887, data_time: 0.001, memory: 8521, top1_acc: 0.7562, top5_acc: 0.9047, loss_cls: 0.9582, loss: 0.9582, grad_norm: 18.4616 2020-08-12 02:23:06,758 - mmaction - INFO - Epoch [52][240/2505] lr: 5.000e-06, eta: 9:16:12, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.7708, top5_acc: 0.9021, loss_cls: 0.9373, loss: 0.9373, grad_norm: 17.8445 2020-08-12 02:23:44,160 - mmaction - INFO - Epoch [52][260/2505] lr: 5.000e-06, eta: 9:15:34, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7745, top5_acc: 0.9078, loss_cls: 0.9182, loss: 0.9182, grad_norm: 18.0718 2020-08-12 02:24:21,919 - mmaction - INFO - Epoch [52][280/2505] lr: 5.000e-06, eta: 9:14:55, time: 1.888, data_time: 0.001, memory: 8521, top1_acc: 0.7438, top5_acc: 0.9021, loss_cls: 0.9846, loss: 0.9846, grad_norm: 17.9062 2020-08-12 02:24:59,661 - mmaction - INFO - Epoch [52][300/2505] lr: 5.000e-06, eta: 9:14:16, time: 1.888, data_time: 0.001, memory: 8521, top1_acc: 0.7672, top5_acc: 0.8932, loss_cls: 0.9784, loss: 0.9784, grad_norm: 18.0983 2020-08-12 02:25:37,727 - mmaction - INFO - Epoch [52][320/2505] lr: 5.000e-06, eta: 9:13:38, time: 1.903, data_time: 0.000, memory: 8521, top1_acc: 0.7484, top5_acc: 0.9005, loss_cls: 0.9948, loss: 0.9948, grad_norm: 19.3778 2020-08-12 02:26:15,262 - mmaction - INFO - Epoch [52][340/2505] lr: 5.000e-06, eta: 9:12:59, time: 1.877, data_time: 0.004, memory: 8521, top1_acc: 0.7589, top5_acc: 0.8901, loss_cls: 1.0212, loss: 1.0212, grad_norm: 18.5770 2020-08-12 02:26:52,725 - mmaction - INFO - Epoch [52][360/2505] lr: 5.000e-06, eta: 9:12:20, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.7687, top5_acc: 0.9005, loss_cls: 0.9337, loss: 0.9337, grad_norm: 16.8726 2020-08-12 02:27:30,061 - mmaction - INFO - Epoch [52][380/2505] lr: 5.000e-06, eta: 9:11:41, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7568, top5_acc: 0.9109, loss_cls: 0.9526, loss: 0.9526, grad_norm: 18.9263 2020-08-12 02:28:07,454 - mmaction - INFO - Epoch [52][400/2505] lr: 5.000e-06, eta: 9:11:03, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7693, top5_acc: 0.9135, loss_cls: 0.9025, loss: 0.9025, grad_norm: 17.4468 2020-08-12 02:28:45,024 - mmaction - INFO - Epoch [52][420/2505] lr: 5.000e-06, eta: 9:10:24, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.7630, top5_acc: 0.9057, loss_cls: 0.9274, loss: 0.9274, grad_norm: 18.3499 2020-08-12 02:29:22,256 - mmaction - INFO - Epoch [52][440/2505] lr: 5.000e-06, eta: 9:09:45, time: 1.861, data_time: 0.000, memory: 8521, top1_acc: 0.7646, top5_acc: 0.9010, loss_cls: 0.9438, loss: 0.9438, grad_norm: 18.2895 2020-08-12 02:29:59,628 - mmaction - INFO - Epoch [52][460/2505] lr: 5.000e-06, eta: 9:09:06, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.7641, top5_acc: 0.8906, loss_cls: 1.0102, loss: 1.0102, grad_norm: 18.6083 2020-08-12 02:30:37,903 - mmaction - INFO - Epoch [52][480/2505] lr: 5.000e-06, eta: 9:08:28, time: 1.913, data_time: 0.001, memory: 8521, top1_acc: 0.7615, top5_acc: 0.8974, loss_cls: 0.9918, loss: 0.9918, grad_norm: 17.9278 2020-08-12 02:31:15,287 - mmaction - INFO - Epoch [52][500/2505] lr: 5.000e-06, eta: 9:07:49, time: 1.870, data_time: 0.004, memory: 8521, top1_acc: 0.7646, top5_acc: 0.9010, loss_cls: 0.9421, loss: 0.9421, grad_norm: 17.5150 2020-08-12 02:31:52,848 - mmaction - INFO - Epoch [52][520/2505] lr: 5.000e-06, eta: 9:07:10, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.7589, top5_acc: 0.9005, loss_cls: 0.9725, loss: 0.9725, grad_norm: 18.4724 2020-08-12 02:32:30,118 - mmaction - INFO - Epoch [52][540/2505] lr: 5.000e-06, eta: 9:06:31, time: 1.863, data_time: 0.000, memory: 8521, top1_acc: 0.7688, top5_acc: 0.8974, loss_cls: 0.9622, loss: 0.9622, grad_norm: 18.4148 2020-08-12 02:33:07,348 - mmaction - INFO - Epoch [52][560/2505] lr: 5.000e-06, eta: 9:05:53, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7750, top5_acc: 0.9052, loss_cls: 0.9289, loss: 0.9289, grad_norm: 17.4866 2020-08-12 02:33:44,615 - mmaction - INFO - Epoch [52][580/2505] lr: 5.000e-06, eta: 9:05:14, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7646, top5_acc: 0.9021, loss_cls: 0.9571, loss: 0.9571, grad_norm: 17.5206 2020-08-12 02:34:21,833 - mmaction - INFO - Epoch [52][600/2505] lr: 5.000e-06, eta: 9:04:35, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7557, top5_acc: 0.8948, loss_cls: 0.9864, loss: 0.9864, grad_norm: 18.2137 2020-08-12 02:34:59,061 - mmaction - INFO - Epoch [52][620/2505] lr: 5.000e-06, eta: 9:03:56, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7693, top5_acc: 0.9016, loss_cls: 0.9519, loss: 0.9519, grad_norm: 18.0082 2020-08-12 02:35:36,256 - mmaction - INFO - Epoch [52][640/2505] lr: 5.000e-06, eta: 9:03:18, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7734, top5_acc: 0.9042, loss_cls: 0.9221, loss: 0.9221, grad_norm: 16.9217 2020-08-12 02:36:13,483 - mmaction - INFO - Epoch [52][660/2505] lr: 5.000e-06, eta: 9:02:39, time: 1.861, data_time: 0.002, memory: 8521, top1_acc: 0.7510, top5_acc: 0.9047, loss_cls: 0.9970, loss: 0.9970, grad_norm: 19.0398 2020-08-12 02:36:50,662 - mmaction - INFO - Epoch [52][680/2505] lr: 5.000e-06, eta: 9:02:00, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7760, top5_acc: 0.9135, loss_cls: 0.8862, loss: 0.8862, grad_norm: 17.1083 2020-08-12 02:37:27,806 - mmaction - INFO - Epoch [52][700/2505] lr: 5.000e-06, eta: 9:01:21, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7641, top5_acc: 0.9042, loss_cls: 0.9634, loss: 0.9634, grad_norm: 18.0874 2020-08-12 02:38:04,986 - mmaction - INFO - Epoch [52][720/2505] lr: 5.000e-06, eta: 9:00:42, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7745, top5_acc: 0.9120, loss_cls: 0.9450, loss: 0.9450, grad_norm: 18.5220 2020-08-12 02:38:42,163 - mmaction - INFO - Epoch [52][740/2505] lr: 5.000e-06, eta: 9:00:04, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7786, top5_acc: 0.9125, loss_cls: 0.8974, loss: 0.8974, grad_norm: 18.0898 2020-08-12 02:39:19,378 - mmaction - INFO - Epoch [52][760/2505] lr: 5.000e-06, eta: 8:59:25, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7703, top5_acc: 0.9130, loss_cls: 0.9298, loss: 0.9298, grad_norm: 18.6849 2020-08-12 02:39:56,703 - mmaction - INFO - Epoch [52][780/2505] lr: 5.000e-06, eta: 8:58:46, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7734, top5_acc: 0.9083, loss_cls: 0.9146, loss: 0.9146, grad_norm: 17.9784 2020-08-12 02:40:34,016 - mmaction - INFO - Epoch [52][800/2505] lr: 5.000e-06, eta: 8:58:07, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7599, top5_acc: 0.9016, loss_cls: 0.9844, loss: 0.9844, grad_norm: 18.3198 2020-08-12 02:41:11,368 - mmaction - INFO - Epoch [52][820/2505] lr: 5.000e-06, eta: 8:57:29, time: 1.868, data_time: 0.003, memory: 8521, top1_acc: 0.7964, top5_acc: 0.9234, loss_cls: 0.8412, loss: 0.8412, grad_norm: 17.4206 2020-08-12 02:41:48,514 - mmaction - INFO - Epoch [52][840/2505] lr: 5.000e-06, eta: 8:56:50, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7901, top5_acc: 0.9125, loss_cls: 0.8625, loss: 0.8625, grad_norm: 17.6813 2020-08-12 02:42:25,598 - mmaction - INFO - Epoch [52][860/2505] lr: 5.000e-06, eta: 8:56:11, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7703, top5_acc: 0.9010, loss_cls: 0.9385, loss: 0.9385, grad_norm: 18.3667 2020-08-12 02:43:02,761 - mmaction - INFO - Epoch [52][880/2505] lr: 5.000e-06, eta: 8:55:32, time: 1.858, data_time: 0.000, memory: 8521, top1_acc: 0.7828, top5_acc: 0.9099, loss_cls: 0.9004, loss: 0.9004, grad_norm: 17.9027 2020-08-12 02:43:40,044 - mmaction - INFO - Epoch [52][900/2505] lr: 5.000e-06, eta: 8:54:54, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7646, top5_acc: 0.9057, loss_cls: 0.9170, loss: 0.9170, grad_norm: 18.2312 2020-08-12 02:44:17,264 - mmaction - INFO - Epoch [52][920/2505] lr: 5.000e-06, eta: 8:54:15, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7630, top5_acc: 0.8995, loss_cls: 0.9592, loss: 0.9592, grad_norm: 18.0475 2020-08-12 02:44:54,473 - mmaction - INFO - Epoch [52][940/2505] lr: 5.000e-06, eta: 8:53:36, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7896, top5_acc: 0.9083, loss_cls: 0.8918, loss: 0.8918, grad_norm: 17.0476 2020-08-12 02:45:32,284 - mmaction - INFO - Epoch [52][960/2505] lr: 5.000e-06, eta: 8:52:57, time: 1.889, data_time: 0.001, memory: 8521, top1_acc: 0.7708, top5_acc: 0.9120, loss_cls: 0.9164, loss: 0.9164, grad_norm: 17.7609 2020-08-12 02:46:09,569 - mmaction - INFO - Epoch [52][980/2505] lr: 5.000e-06, eta: 8:52:19, time: 1.865, data_time: 0.005, memory: 8521, top1_acc: 0.7755, top5_acc: 0.8984, loss_cls: 0.9544, loss: 0.9544, grad_norm: 17.4833 2020-08-12 02:46:46,775 - mmaction - INFO - Epoch [52][1000/2505] lr: 5.000e-06, eta: 8:51:40, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7750, top5_acc: 0.9146, loss_cls: 0.8920, loss: 0.8920, grad_norm: 18.2736 2020-08-12 02:47:24,118 - mmaction - INFO - Epoch [52][1020/2505] lr: 5.000e-06, eta: 8:51:01, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7526, top5_acc: 0.8964, loss_cls: 0.9729, loss: 0.9729, grad_norm: 18.6697 2020-08-12 02:48:01,388 - mmaction - INFO - Epoch [52][1040/2505] lr: 5.000e-06, eta: 8:50:22, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7630, top5_acc: 0.9010, loss_cls: 0.9734, loss: 0.9734, grad_norm: 18.7201 2020-08-12 02:48:38,545 - mmaction - INFO - Epoch [52][1060/2505] lr: 5.000e-06, eta: 8:49:44, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7599, top5_acc: 0.9036, loss_cls: 0.9804, loss: 0.9804, grad_norm: 18.4177 2020-08-12 02:49:15,674 - mmaction - INFO - Epoch [52][1080/2505] lr: 5.000e-06, eta: 8:49:05, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7693, top5_acc: 0.9042, loss_cls: 0.9530, loss: 0.9530, grad_norm: 18.2719 2020-08-12 02:49:52,922 - mmaction - INFO - Epoch [52][1100/2505] lr: 5.000e-06, eta: 8:48:26, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7714, top5_acc: 0.9089, loss_cls: 0.9073, loss: 0.9073, grad_norm: 17.6728 2020-08-12 02:50:30,964 - mmaction - INFO - Epoch [52][1120/2505] lr: 5.000e-06, eta: 8:47:47, time: 1.900, data_time: 0.001, memory: 8521, top1_acc: 0.7693, top5_acc: 0.9109, loss_cls: 0.9082, loss: 0.9082, grad_norm: 17.9592 2020-08-12 02:51:08,300 - mmaction - INFO - Epoch [52][1140/2505] lr: 5.000e-06, eta: 8:47:09, time: 1.869, data_time: 0.005, memory: 8521, top1_acc: 0.7646, top5_acc: 0.9036, loss_cls: 0.9458, loss: 0.9458, grad_norm: 17.3121 2020-08-12 02:51:45,424 - mmaction - INFO - Epoch [52][1160/2505] lr: 5.000e-06, eta: 8:46:30, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7708, top5_acc: 0.9083, loss_cls: 0.9496, loss: 0.9496, grad_norm: 18.3445 2020-08-12 02:52:22,601 - mmaction - INFO - Epoch [52][1180/2505] lr: 5.000e-06, eta: 8:45:51, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7630, top5_acc: 0.9094, loss_cls: 0.9454, loss: 0.9454, grad_norm: 18.1253 2020-08-12 02:52:59,935 - mmaction - INFO - Epoch [52][1200/2505] lr: 5.000e-06, eta: 8:45:12, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7573, top5_acc: 0.9021, loss_cls: 0.9681, loss: 0.9681, grad_norm: 18.9262 2020-08-12 02:53:37,070 - mmaction - INFO - Epoch [52][1220/2505] lr: 5.000e-06, eta: 8:44:34, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7708, top5_acc: 0.9063, loss_cls: 0.9474, loss: 0.9474, grad_norm: 17.9852 2020-08-12 02:54:14,402 - mmaction - INFO - Epoch [52][1240/2505] lr: 5.000e-06, eta: 8:43:55, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7536, top5_acc: 0.8943, loss_cls: 1.0200, loss: 1.0200, grad_norm: 18.9220 2020-08-12 02:54:51,637 - mmaction - INFO - Epoch [52][1260/2505] lr: 5.000e-06, eta: 8:43:16, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7667, top5_acc: 0.8979, loss_cls: 0.9584, loss: 0.9584, grad_norm: 17.4178 2020-08-12 02:55:29,298 - mmaction - INFO - Epoch [52][1280/2505] lr: 5.000e-06, eta: 8:42:37, time: 1.882, data_time: 0.001, memory: 8521, top1_acc: 0.7859, top5_acc: 0.9089, loss_cls: 0.9087, loss: 0.9087, grad_norm: 17.3925 2020-08-12 02:56:06,479 - mmaction - INFO - Epoch [52][1300/2505] lr: 5.000e-06, eta: 8:41:59, time: 1.860, data_time: 0.005, memory: 8521, top1_acc: 0.7776, top5_acc: 0.9068, loss_cls: 0.9025, loss: 0.9025, grad_norm: 17.1908 2020-08-12 02:56:43,663 - mmaction - INFO - Epoch [52][1320/2505] lr: 5.000e-06, eta: 8:41:20, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7698, top5_acc: 0.9031, loss_cls: 0.9632, loss: 0.9632, grad_norm: 18.2050 2020-08-12 02:57:20,935 - mmaction - INFO - Epoch [52][1340/2505] lr: 5.000e-06, eta: 8:40:41, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7677, top5_acc: 0.9141, loss_cls: 0.9336, loss: 0.9336, grad_norm: 18.2055 2020-08-12 02:57:58,193 - mmaction - INFO - Epoch [52][1360/2505] lr: 5.000e-06, eta: 8:40:02, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7573, top5_acc: 0.9047, loss_cls: 0.9537, loss: 0.9537, grad_norm: 18.0442 2020-08-12 02:58:35,447 - mmaction - INFO - Epoch [52][1380/2505] lr: 5.000e-06, eta: 8:39:24, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7583, top5_acc: 0.9083, loss_cls: 0.9877, loss: 0.9877, grad_norm: 18.3512 2020-08-12 02:59:12,603 - mmaction - INFO - Epoch [52][1400/2505] lr: 5.000e-06, eta: 8:38:45, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7516, top5_acc: 0.8943, loss_cls: 1.0023, loss: 1.0023, grad_norm: 18.1217 2020-08-12 02:59:49,724 - mmaction - INFO - Epoch [52][1420/2505] lr: 5.000e-06, eta: 8:38:06, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7635, top5_acc: 0.9109, loss_cls: 0.9285, loss: 0.9285, grad_norm: 18.2355 2020-08-12 03:00:29,795 - mmaction - INFO - Epoch [52][1440/2505] lr: 5.000e-06, eta: 8:37:28, time: 1.997, data_time: 0.003, memory: 8521, top1_acc: 0.7693, top5_acc: 0.9063, loss_cls: 0.9591, loss: 0.9591, grad_norm: 18.1863 2020-08-12 03:01:07,160 - mmaction - INFO - Epoch [52][1460/2505] lr: 5.000e-06, eta: 8:36:49, time: 1.875, data_time: 0.020, memory: 8521, top1_acc: 0.7740, top5_acc: 0.9130, loss_cls: 0.8930, loss: 0.8930, grad_norm: 17.3633 2020-08-12 03:01:44,239 - mmaction - INFO - Epoch [52][1480/2505] lr: 5.000e-06, eta: 8:36:10, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.7589, top5_acc: 0.9005, loss_cls: 0.9643, loss: 0.9643, grad_norm: 18.3677 2020-08-12 03:02:21,363 - mmaction - INFO - Epoch [52][1500/2505] lr: 5.000e-06, eta: 8:35:32, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7531, top5_acc: 0.9042, loss_cls: 0.9883, loss: 0.9883, grad_norm: 18.5330 2020-08-12 03:02:58,553 - mmaction - INFO - Epoch [52][1520/2505] lr: 5.000e-06, eta: 8:34:53, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7677, top5_acc: 0.9052, loss_cls: 0.9417, loss: 0.9417, grad_norm: 18.5907 2020-08-12 03:03:35,804 - mmaction - INFO - Epoch [52][1540/2505] lr: 5.000e-06, eta: 8:34:14, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7578, top5_acc: 0.8938, loss_cls: 0.9920, loss: 0.9920, grad_norm: 18.1666 2020-08-12 03:04:12,899 - mmaction - INFO - Epoch [52][1560/2505] lr: 5.000e-06, eta: 8:33:35, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7479, top5_acc: 0.8974, loss_cls: 1.0132, loss: 1.0132, grad_norm: 18.5072 2020-08-12 03:04:50,002 - mmaction - INFO - Epoch [52][1580/2505] lr: 5.000e-06, eta: 8:32:56, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7776, top5_acc: 0.9047, loss_cls: 0.9349, loss: 0.9349, grad_norm: 18.2577 2020-08-12 03:05:28,022 - mmaction - INFO - Epoch [52][1600/2505] lr: 5.000e-06, eta: 8:32:18, time: 1.898, data_time: 0.001, memory: 8521, top1_acc: 0.7828, top5_acc: 0.9120, loss_cls: 0.8812, loss: 0.8812, grad_norm: 17.5264 2020-08-12 03:06:05,343 - mmaction - INFO - Epoch [52][1620/2505] lr: 5.000e-06, eta: 8:31:39, time: 1.869, data_time: 0.009, memory: 8521, top1_acc: 0.7807, top5_acc: 0.9078, loss_cls: 0.8921, loss: 0.8921, grad_norm: 17.4737 2020-08-12 03:06:42,520 - mmaction - INFO - Epoch [52][1640/2505] lr: 5.000e-06, eta: 8:31:00, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7755, top5_acc: 0.9104, loss_cls: 0.9204, loss: 0.9204, grad_norm: 17.7190 2020-08-12 03:07:19,661 - mmaction - INFO - Epoch [52][1660/2505] lr: 5.000e-06, eta: 8:30:22, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7818, top5_acc: 0.9016, loss_cls: 0.9055, loss: 0.9055, grad_norm: 17.4030 2020-08-12 03:07:56,770 - mmaction - INFO - Epoch [52][1680/2505] lr: 5.000e-06, eta: 8:29:43, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7745, top5_acc: 0.9099, loss_cls: 0.9173, loss: 0.9173, grad_norm: 18.9585 2020-08-12 03:08:33,950 - mmaction - INFO - Epoch [52][1700/2505] lr: 5.000e-06, eta: 8:29:04, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7714, top5_acc: 0.9073, loss_cls: 0.9307, loss: 0.9307, grad_norm: 18.3859 2020-08-12 03:09:11,071 - mmaction - INFO - Epoch [52][1720/2505] lr: 5.000e-06, eta: 8:28:25, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7745, top5_acc: 0.9109, loss_cls: 0.8844, loss: 0.8844, grad_norm: 17.1000 2020-08-12 03:09:48,150 - mmaction - INFO - Epoch [52][1740/2505] lr: 5.000e-06, eta: 8:27:47, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.7865, top5_acc: 0.9130, loss_cls: 0.8717, loss: 0.8717, grad_norm: 17.3974 2020-08-12 03:10:25,379 - mmaction - INFO - Epoch [52][1760/2505] lr: 5.000e-06, eta: 8:27:08, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7724, top5_acc: 0.9125, loss_cls: 0.9038, loss: 0.9038, grad_norm: 17.9426 2020-08-12 03:11:02,617 - mmaction - INFO - Epoch [52][1780/2505] lr: 5.000e-06, eta: 8:26:29, time: 1.862, data_time: 0.003, memory: 8521, top1_acc: 0.7615, top5_acc: 0.9109, loss_cls: 0.9266, loss: 0.9266, grad_norm: 18.5497 2020-08-12 03:11:39,704 - mmaction - INFO - Epoch [52][1800/2505] lr: 5.000e-06, eta: 8:25:50, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7635, top5_acc: 0.9031, loss_cls: 0.9634, loss: 0.9634, grad_norm: 18.3997 2020-08-12 03:12:16,872 - mmaction - INFO - Epoch [52][1820/2505] lr: 5.000e-06, eta: 8:25:12, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7641, top5_acc: 0.9104, loss_cls: 0.9393, loss: 0.9393, grad_norm: 17.8085 2020-08-12 03:12:54,027 - mmaction - INFO - Epoch [52][1840/2505] lr: 5.000e-06, eta: 8:24:33, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7792, top5_acc: 0.9078, loss_cls: 0.8873, loss: 0.8873, grad_norm: 17.5783 2020-08-12 03:13:31,171 - mmaction - INFO - Epoch [52][1860/2505] lr: 5.000e-06, eta: 8:23:54, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7625, top5_acc: 0.9016, loss_cls: 0.9270, loss: 0.9270, grad_norm: 19.0738 2020-08-12 03:14:08,344 - mmaction - INFO - Epoch [52][1880/2505] lr: 5.000e-06, eta: 8:23:15, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7750, top5_acc: 0.9063, loss_cls: 0.9162, loss: 0.9162, grad_norm: 17.9584 2020-08-12 03:14:45,661 - mmaction - INFO - Epoch [52][1900/2505] lr: 5.000e-06, eta: 8:22:37, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7911, top5_acc: 0.9109, loss_cls: 0.8742, loss: 0.8742, grad_norm: 17.3361 2020-08-12 03:15:22,914 - mmaction - INFO - Epoch [52][1920/2505] lr: 5.000e-06, eta: 8:21:58, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7750, top5_acc: 0.9146, loss_cls: 0.9051, loss: 0.9051, grad_norm: 17.5827 2020-08-12 03:16:00,216 - mmaction - INFO - Epoch [52][1940/2505] lr: 5.000e-06, eta: 8:21:19, time: 1.865, data_time: 0.003, memory: 8521, top1_acc: 0.7781, top5_acc: 0.9078, loss_cls: 0.8968, loss: 0.8968, grad_norm: 18.0579 2020-08-12 03:16:37,408 - mmaction - INFO - Epoch [52][1960/2505] lr: 5.000e-06, eta: 8:20:40, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7625, top5_acc: 0.8964, loss_cls: 1.0080, loss: 1.0080, grad_norm: 18.4485 2020-08-12 03:17:14,538 - mmaction - INFO - Epoch [52][1980/2505] lr: 5.000e-06, eta: 8:20:02, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7714, top5_acc: 0.9042, loss_cls: 0.9448, loss: 0.9448, grad_norm: 17.8888 2020-08-12 03:17:51,649 - mmaction - INFO - Epoch [52][2000/2505] lr: 5.000e-06, eta: 8:19:23, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7604, top5_acc: 0.9036, loss_cls: 0.9416, loss: 0.9416, grad_norm: 18.1072 2020-08-12 03:18:28,779 - mmaction - INFO - Epoch [52][2020/2505] lr: 5.000e-06, eta: 8:18:44, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7734, top5_acc: 0.8984, loss_cls: 0.9649, loss: 0.9649, grad_norm: 18.2158 2020-08-12 03:19:05,904 - mmaction - INFO - Epoch [52][2040/2505] lr: 5.000e-06, eta: 8:18:05, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7740, top5_acc: 0.9161, loss_cls: 0.8945, loss: 0.8945, grad_norm: 17.7465 2020-08-12 03:19:43,093 - mmaction - INFO - Epoch [52][2060/2505] lr: 5.000e-06, eta: 8:17:27, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7818, top5_acc: 0.9188, loss_cls: 0.8518, loss: 0.8518, grad_norm: 17.6598 2020-08-12 03:20:20,359 - mmaction - INFO - Epoch [52][2080/2505] lr: 5.000e-06, eta: 8:16:48, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7557, top5_acc: 0.9109, loss_cls: 0.9146, loss: 0.9146, grad_norm: 17.8607 2020-08-12 03:20:57,789 - mmaction - INFO - Epoch [52][2100/2505] lr: 5.000e-06, eta: 8:16:09, time: 1.872, data_time: 0.003, memory: 8521, top1_acc: 0.7693, top5_acc: 0.9073, loss_cls: 0.9144, loss: 0.9144, grad_norm: 18.0326 2020-08-12 03:21:34,906 - mmaction - INFO - Epoch [52][2120/2505] lr: 5.000e-06, eta: 8:15:30, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7854, top5_acc: 0.9078, loss_cls: 0.8938, loss: 0.8938, grad_norm: 17.7748 2020-08-12 03:22:12,068 - mmaction - INFO - Epoch [52][2140/2505] lr: 5.000e-06, eta: 8:14:52, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7661, top5_acc: 0.9057, loss_cls: 0.9357, loss: 0.9357, grad_norm: 18.6731 2020-08-12 03:22:49,257 - mmaction - INFO - Epoch [52][2160/2505] lr: 5.000e-06, eta: 8:14:13, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7760, top5_acc: 0.9005, loss_cls: 0.9423, loss: 0.9423, grad_norm: 17.7361 2020-08-12 03:23:26,414 - mmaction - INFO - Epoch [52][2180/2505] lr: 5.000e-06, eta: 8:13:34, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7542, top5_acc: 0.9083, loss_cls: 0.9398, loss: 0.9398, grad_norm: 18.2246 2020-08-12 03:24:03,618 - mmaction - INFO - Epoch [52][2200/2505] lr: 5.000e-06, eta: 8:12:56, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7651, top5_acc: 0.9005, loss_cls: 0.9408, loss: 0.9408, grad_norm: 18.1143 2020-08-12 03:24:40,781 - mmaction - INFO - Epoch [52][2220/2505] lr: 5.000e-06, eta: 8:12:17, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7708, top5_acc: 0.9120, loss_cls: 0.9073, loss: 0.9073, grad_norm: 18.3385 2020-08-12 03:25:17,965 - mmaction - INFO - Epoch [52][2240/2505] lr: 5.000e-06, eta: 8:11:38, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7698, top5_acc: 0.9005, loss_cls: 0.9308, loss: 0.9308, grad_norm: 18.1136 2020-08-12 03:25:55,383 - mmaction - INFO - Epoch [52][2260/2505] lr: 5.000e-06, eta: 8:10:59, time: 1.871, data_time: 0.004, memory: 8521, top1_acc: 0.7708, top5_acc: 0.9115, loss_cls: 0.9334, loss: 0.9334, grad_norm: 19.2401 2020-08-12 03:26:32,459 - mmaction - INFO - Epoch [52][2280/2505] lr: 5.000e-06, eta: 8:10:21, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.7422, top5_acc: 0.8906, loss_cls: 1.0439, loss: 1.0439, grad_norm: 18.9159 2020-08-12 03:27:09,629 - mmaction - INFO - Epoch [52][2300/2505] lr: 5.000e-06, eta: 8:09:42, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7646, top5_acc: 0.9052, loss_cls: 0.9660, loss: 0.9660, grad_norm: 18.6356 2020-08-12 03:27:46,766 - mmaction - INFO - Epoch [52][2320/2505] lr: 5.000e-06, eta: 8:09:03, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7839, top5_acc: 0.9078, loss_cls: 0.8956, loss: 0.8956, grad_norm: 17.2843 2020-08-12 03:28:23,971 - mmaction - INFO - Epoch [52][2340/2505] lr: 5.000e-06, eta: 8:08:24, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7583, top5_acc: 0.9073, loss_cls: 1.0033, loss: 1.0033, grad_norm: 18.7588 2020-08-12 03:29:01,138 - mmaction - INFO - Epoch [52][2360/2505] lr: 5.000e-06, eta: 8:07:46, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7682, top5_acc: 0.9120, loss_cls: 0.9417, loss: 0.9417, grad_norm: 18.3751 2020-08-12 03:29:38,405 - mmaction - INFO - Epoch [52][2380/2505] lr: 5.000e-06, eta: 8:07:07, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7844, top5_acc: 0.9068, loss_cls: 0.8647, loss: 0.8647, grad_norm: 17.7547 2020-08-12 03:30:15,677 - mmaction - INFO - Epoch [52][2400/2505] lr: 5.000e-06, eta: 8:06:28, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7703, top5_acc: 0.9010, loss_cls: 0.9507, loss: 0.9507, grad_norm: 17.7315 2020-08-12 03:30:52,928 - mmaction - INFO - Epoch [52][2420/2505] lr: 5.000e-06, eta: 8:05:49, time: 1.863, data_time: 0.005, memory: 8521, top1_acc: 0.7505, top5_acc: 0.9052, loss_cls: 0.9424, loss: 0.9424, grad_norm: 17.8026 2020-08-12 03:31:30,000 - mmaction - INFO - Epoch [52][2440/2505] lr: 5.000e-06, eta: 8:05:11, time: 1.853, data_time: 0.001, memory: 8521, top1_acc: 0.7745, top5_acc: 0.9125, loss_cls: 0.9254, loss: 0.9254, grad_norm: 17.1839 2020-08-12 03:32:07,102 - mmaction - INFO - Epoch [52][2460/2505] lr: 5.000e-06, eta: 8:04:32, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7688, top5_acc: 0.8943, loss_cls: 0.9761, loss: 0.9761, grad_norm: 17.6526 2020-08-12 03:32:44,273 - mmaction - INFO - Epoch [52][2480/2505] lr: 5.000e-06, eta: 8:03:53, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7729, top5_acc: 0.9042, loss_cls: 0.9476, loss: 0.9476, grad_norm: 18.5824 2020-08-12 03:33:21,414 - mmaction - INFO - Epoch [52][2500/2505] lr: 5.000e-06, eta: 8:03:15, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7828, top5_acc: 0.9109, loss_cls: 0.8937, loss: 0.8937, grad_norm: 17.5855 2020-08-12 03:33:39,138 - mmaction - INFO - Saving checkpoint at 52 epochs 2020-08-12 03:35:16,449 - mmaction - INFO - Epoch [53][20/2505] lr: 5.000e-06, eta: 8:02:32, time: 4.759, data_time: 2.800, memory: 8521, top1_acc: 0.7719, top5_acc: 0.9057, loss_cls: 0.9236, loss: 0.9236, grad_norm: 17.5278 2020-08-12 03:35:54,416 - mmaction - INFO - Epoch [53][40/2505] lr: 5.000e-06, eta: 8:01:53, time: 1.899, data_time: 0.009, memory: 8521, top1_acc: 0.7708, top5_acc: 0.9120, loss_cls: 0.9222, loss: 0.9222, grad_norm: 18.4689 2020-08-12 03:36:32,113 - mmaction - INFO - Epoch [53][60/2505] lr: 5.000e-06, eta: 8:01:14, time: 1.884, data_time: 0.001, memory: 8521, top1_acc: 0.7505, top5_acc: 0.8990, loss_cls: 0.9997, loss: 0.9997, grad_norm: 18.4026 2020-08-12 03:37:09,751 - mmaction - INFO - Epoch [53][80/2505] lr: 5.000e-06, eta: 8:00:36, time: 1.882, data_time: 0.001, memory: 8521, top1_acc: 0.7646, top5_acc: 0.8984, loss_cls: 0.9511, loss: 0.9511, grad_norm: 18.0524 2020-08-12 03:37:47,512 - mmaction - INFO - Epoch [53][100/2505] lr: 5.000e-06, eta: 7:59:57, time: 1.888, data_time: 0.001, memory: 8521, top1_acc: 0.7672, top5_acc: 0.9057, loss_cls: 0.9213, loss: 0.9213, grad_norm: 17.4824 2020-08-12 03:38:25,240 - mmaction - INFO - Epoch [53][120/2505] lr: 5.000e-06, eta: 7:59:18, time: 1.886, data_time: 0.001, memory: 8521, top1_acc: 0.7563, top5_acc: 0.9026, loss_cls: 0.9829, loss: 0.9829, grad_norm: 18.1844 2020-08-12 03:39:02,865 - mmaction - INFO - Epoch [53][140/2505] lr: 5.000e-06, eta: 7:58:40, time: 1.881, data_time: 0.001, memory: 8521, top1_acc: 0.7719, top5_acc: 0.9036, loss_cls: 0.9207, loss: 0.9207, grad_norm: 17.5518 2020-08-12 03:39:40,263 - mmaction - INFO - Epoch [53][160/2505] lr: 5.000e-06, eta: 7:58:01, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7646, top5_acc: 0.9000, loss_cls: 0.9701, loss: 0.9701, grad_norm: 17.9217 2020-08-12 03:40:17,971 - mmaction - INFO - Epoch [53][180/2505] lr: 5.000e-06, eta: 7:57:22, time: 1.886, data_time: 0.001, memory: 8521, top1_acc: 0.7807, top5_acc: 0.9146, loss_cls: 0.8604, loss: 0.8604, grad_norm: 17.3972 2020-08-12 03:40:55,429 - mmaction - INFO - Epoch [53][200/2505] lr: 5.000e-06, eta: 7:56:44, time: 1.873, data_time: 0.003, memory: 8521, top1_acc: 0.7885, top5_acc: 0.9073, loss_cls: 0.8862, loss: 0.8862, grad_norm: 17.2473 2020-08-12 03:41:32,792 - mmaction - INFO - Epoch [53][220/2505] lr: 5.000e-06, eta: 7:56:05, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7557, top5_acc: 0.9062, loss_cls: 0.9999, loss: 0.9999, grad_norm: 19.0873 2020-08-12 03:42:10,347 - mmaction - INFO - Epoch [53][240/2505] lr: 5.000e-06, eta: 7:55:26, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.7760, top5_acc: 0.9141, loss_cls: 0.8918, loss: 0.8918, grad_norm: 17.7236 2020-08-12 03:42:47,637 - mmaction - INFO - Epoch [53][260/2505] lr: 5.000e-06, eta: 7:54:47, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7724, top5_acc: 0.9073, loss_cls: 0.9119, loss: 0.9119, grad_norm: 18.2299 2020-08-12 03:43:24,942 - mmaction - INFO - Epoch [53][280/2505] lr: 5.000e-06, eta: 7:54:09, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7677, top5_acc: 0.9052, loss_cls: 0.9568, loss: 0.9568, grad_norm: 18.5311 2020-08-12 03:44:02,325 - mmaction - INFO - Epoch [53][300/2505] lr: 5.000e-06, eta: 7:53:30, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.7896, top5_acc: 0.9219, loss_cls: 0.8315, loss: 0.8315, grad_norm: 17.6640 2020-08-12 03:44:39,669 - mmaction - INFO - Epoch [53][320/2505] lr: 5.000e-06, eta: 7:52:51, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7651, top5_acc: 0.9063, loss_cls: 0.9486, loss: 0.9486, grad_norm: 18.4235 2020-08-12 03:45:17,608 - mmaction - INFO - Epoch [53][340/2505] lr: 5.000e-06, eta: 7:52:13, time: 1.897, data_time: 0.001, memory: 8521, top1_acc: 0.7755, top5_acc: 0.9057, loss_cls: 0.8926, loss: 0.8926, grad_norm: 18.0758 2020-08-12 03:45:55,245 - mmaction - INFO - Epoch [53][360/2505] lr: 5.000e-06, eta: 7:51:34, time: 1.882, data_time: 0.004, memory: 8521, top1_acc: 0.7661, top5_acc: 0.9083, loss_cls: 0.9563, loss: 0.9563, grad_norm: 18.5577 2020-08-12 03:46:32,647 - mmaction - INFO - Epoch [53][380/2505] lr: 5.000e-06, eta: 7:50:55, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7687, top5_acc: 0.9068, loss_cls: 0.9333, loss: 0.9333, grad_norm: 17.8376 2020-08-12 03:47:09,828 - mmaction - INFO - Epoch [53][400/2505] lr: 5.000e-06, eta: 7:50:17, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7661, top5_acc: 0.9083, loss_cls: 0.9585, loss: 0.9585, grad_norm: 18.2782 2020-08-12 03:47:47,232 - mmaction - INFO - Epoch [53][420/2505] lr: 5.000e-06, eta: 7:49:38, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7734, top5_acc: 0.9089, loss_cls: 0.9125, loss: 0.9125, grad_norm: 17.9615 2020-08-12 03:48:24,784 - mmaction - INFO - Epoch [53][440/2505] lr: 5.000e-06, eta: 7:48:59, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.7760, top5_acc: 0.9094, loss_cls: 0.8943, loss: 0.8943, grad_norm: 17.7952 2020-08-12 03:49:02,140 - mmaction - INFO - Epoch [53][460/2505] lr: 5.000e-06, eta: 7:48:20, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7641, top5_acc: 0.9073, loss_cls: 0.9208, loss: 0.9208, grad_norm: 18.1802 2020-08-12 03:49:39,391 - mmaction - INFO - Epoch [53][480/2505] lr: 5.000e-06, eta: 7:47:42, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7922, top5_acc: 0.9156, loss_cls: 0.8515, loss: 0.8515, grad_norm: 17.1322 2020-08-12 03:50:16,667 - mmaction - INFO - Epoch [53][500/2505] lr: 5.000e-06, eta: 7:47:03, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7745, top5_acc: 0.9078, loss_cls: 0.9417, loss: 0.9417, grad_norm: 18.2052 2020-08-12 03:50:54,030 - mmaction - INFO - Epoch [53][520/2505] lr: 5.000e-06, eta: 7:46:24, time: 1.868, data_time: 0.002, memory: 8521, top1_acc: 0.7672, top5_acc: 0.9010, loss_cls: 0.9593, loss: 0.9593, grad_norm: 18.0987 2020-08-12 03:51:31,320 - mmaction - INFO - Epoch [53][540/2505] lr: 5.000e-06, eta: 7:45:46, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7688, top5_acc: 0.9135, loss_cls: 0.9338, loss: 0.9338, grad_norm: 18.3070 2020-08-12 03:52:08,708 - mmaction - INFO - Epoch [53][560/2505] lr: 5.000e-06, eta: 7:45:07, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.7724, top5_acc: 0.9063, loss_cls: 0.9335, loss: 0.9335, grad_norm: 17.8996 2020-08-12 03:52:46,257 - mmaction - INFO - Epoch [53][580/2505] lr: 5.000e-06, eta: 7:44:28, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.7682, top5_acc: 0.9120, loss_cls: 0.9072, loss: 0.9072, grad_norm: 17.7289 2020-08-12 03:53:23,432 - mmaction - INFO - Epoch [53][600/2505] lr: 5.000e-06, eta: 7:43:49, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7818, top5_acc: 0.9104, loss_cls: 0.9028, loss: 0.9028, grad_norm: 18.1523 2020-08-12 03:54:00,933 - mmaction - INFO - Epoch [53][620/2505] lr: 5.000e-06, eta: 7:43:11, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.7578, top5_acc: 0.8948, loss_cls: 0.9595, loss: 0.9595, grad_norm: 18.1026 2020-08-12 03:54:38,179 - mmaction - INFO - Epoch [53][640/2505] lr: 5.000e-06, eta: 7:42:32, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7615, top5_acc: 0.8984, loss_cls: 0.9778, loss: 0.9778, grad_norm: 18.1488 2020-08-12 03:55:15,369 - mmaction - INFO - Epoch [53][660/2505] lr: 5.000e-06, eta: 7:41:53, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7745, top5_acc: 0.9146, loss_cls: 0.8977, loss: 0.8977, grad_norm: 17.8740 2020-08-12 03:55:52,676 - mmaction - INFO - Epoch [53][680/2505] lr: 5.000e-06, eta: 7:41:15, time: 1.865, data_time: 0.003, memory: 8521, top1_acc: 0.7797, top5_acc: 0.9141, loss_cls: 0.8929, loss: 0.8929, grad_norm: 17.6278 2020-08-12 03:56:29,924 - mmaction - INFO - Epoch [53][700/2505] lr: 5.000e-06, eta: 7:40:36, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7641, top5_acc: 0.9021, loss_cls: 0.9461, loss: 0.9461, grad_norm: 18.4327 2020-08-12 03:57:07,351 - mmaction - INFO - Epoch [53][720/2505] lr: 5.000e-06, eta: 7:39:57, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.7734, top5_acc: 0.9172, loss_cls: 0.8857, loss: 0.8857, grad_norm: 17.8441 2020-08-12 03:57:44,570 - mmaction - INFO - Epoch [53][740/2505] lr: 5.000e-06, eta: 7:39:19, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7891, top5_acc: 0.9161, loss_cls: 0.8667, loss: 0.8667, grad_norm: 17.3740 2020-08-12 03:58:21,890 - mmaction - INFO - Epoch [53][760/2505] lr: 5.000e-06, eta: 7:38:40, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7802, top5_acc: 0.9172, loss_cls: 0.8851, loss: 0.8851, grad_norm: 18.1120 2020-08-12 03:58:59,062 - mmaction - INFO - Epoch [53][780/2505] lr: 5.000e-06, eta: 7:38:01, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7531, top5_acc: 0.8948, loss_cls: 0.9956, loss: 0.9956, grad_norm: 18.2978 2020-08-12 03:59:36,306 - mmaction - INFO - Epoch [53][800/2505] lr: 5.000e-06, eta: 7:37:22, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7615, top5_acc: 0.8948, loss_cls: 1.0229, loss: 1.0229, grad_norm: 18.6946 2020-08-12 04:00:16,008 - mmaction - INFO - Epoch [53][820/2505] lr: 5.000e-06, eta: 7:36:44, time: 1.983, data_time: 0.001, memory: 8521, top1_acc: 0.7776, top5_acc: 0.8979, loss_cls: 0.9261, loss: 0.9261, grad_norm: 18.0683 2020-08-12 04:00:53,464 - mmaction - INFO - Epoch [53][840/2505] lr: 5.000e-06, eta: 7:36:05, time: 1.874, data_time: 0.012, memory: 8521, top1_acc: 0.7516, top5_acc: 0.8979, loss_cls: 1.0040, loss: 1.0040, grad_norm: 17.9454 2020-08-12 04:01:30,795 - mmaction - INFO - Epoch [53][860/2505] lr: 5.000e-06, eta: 7:35:27, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7776, top5_acc: 0.9167, loss_cls: 0.8820, loss: 0.8820, grad_norm: 17.3478 2020-08-12 04:02:08,100 - mmaction - INFO - Epoch [53][880/2505] lr: 5.000e-06, eta: 7:34:48, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7630, top5_acc: 0.9104, loss_cls: 0.8968, loss: 0.8968, grad_norm: 17.8766 2020-08-12 04:02:45,330 - mmaction - INFO - Epoch [53][900/2505] lr: 5.000e-06, eta: 7:34:09, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7604, top5_acc: 0.9094, loss_cls: 0.9081, loss: 0.9081, grad_norm: 18.3009 2020-08-12 04:03:22,502 - mmaction - INFO - Epoch [53][920/2505] lr: 5.000e-06, eta: 7:33:30, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7807, top5_acc: 0.9115, loss_cls: 0.8882, loss: 0.8882, grad_norm: 17.7203 2020-08-12 04:03:59,974 - mmaction - INFO - Epoch [53][940/2505] lr: 5.000e-06, eta: 7:32:52, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.7536, top5_acc: 0.9036, loss_cls: 0.9712, loss: 0.9712, grad_norm: 18.6637 2020-08-12 04:04:37,168 - mmaction - INFO - Epoch [53][960/2505] lr: 5.000e-06, eta: 7:32:13, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7667, top5_acc: 0.9094, loss_cls: 0.9226, loss: 0.9226, grad_norm: 18.1472 2020-08-12 04:05:15,808 - mmaction - INFO - Epoch [53][980/2505] lr: 5.000e-06, eta: 7:31:34, time: 1.932, data_time: 0.001, memory: 8521, top1_acc: 0.7604, top5_acc: 0.9057, loss_cls: 0.9495, loss: 0.9495, grad_norm: 18.7334 2020-08-12 04:05:53,068 - mmaction - INFO - Epoch [53][1000/2505] lr: 5.000e-06, eta: 7:30:56, time: 1.863, data_time: 0.005, memory: 8521, top1_acc: 0.7708, top5_acc: 0.9036, loss_cls: 0.9417, loss: 0.9417, grad_norm: 18.0489 2020-08-12 04:06:30,375 - mmaction - INFO - Epoch [53][1020/2505] lr: 5.000e-06, eta: 7:30:17, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7672, top5_acc: 0.9083, loss_cls: 0.9481, loss: 0.9481, grad_norm: 18.1094 2020-08-12 04:07:07,628 - mmaction - INFO - Epoch [53][1040/2505] lr: 5.000e-06, eta: 7:29:38, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7693, top5_acc: 0.9120, loss_cls: 0.9161, loss: 0.9161, grad_norm: 17.8440 2020-08-12 04:07:44,857 - mmaction - INFO - Epoch [53][1060/2505] lr: 5.000e-06, eta: 7:29:00, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7729, top5_acc: 0.9062, loss_cls: 0.9262, loss: 0.9262, grad_norm: 17.7196 2020-08-12 04:08:22,051 - mmaction - INFO - Epoch [53][1080/2505] lr: 5.000e-06, eta: 7:28:21, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7859, top5_acc: 0.9057, loss_cls: 0.8943, loss: 0.8943, grad_norm: 18.0495 2020-08-12 04:08:59,425 - mmaction - INFO - Epoch [53][1100/2505] lr: 5.000e-06, eta: 7:27:42, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.7823, top5_acc: 0.9021, loss_cls: 0.8927, loss: 0.8927, grad_norm: 17.0760 2020-08-12 04:09:36,682 - mmaction - INFO - Epoch [53][1120/2505] lr: 5.000e-06, eta: 7:27:03, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7734, top5_acc: 0.9021, loss_cls: 0.9185, loss: 0.9185, grad_norm: 17.5372 2020-08-12 04:10:14,428 - mmaction - INFO - Epoch [53][1140/2505] lr: 5.000e-06, eta: 7:26:25, time: 1.887, data_time: 0.001, memory: 8521, top1_acc: 0.7615, top5_acc: 0.9057, loss_cls: 0.9442, loss: 0.9442, grad_norm: 18.3096 2020-08-12 04:10:51,815 - mmaction - INFO - Epoch [53][1160/2505] lr: 5.000e-06, eta: 7:25:46, time: 1.869, data_time: 0.003, memory: 8521, top1_acc: 0.7641, top5_acc: 0.9031, loss_cls: 0.9383, loss: 0.9383, grad_norm: 17.8852 2020-08-12 04:11:29,036 - mmaction - INFO - Epoch [53][1180/2505] lr: 5.000e-06, eta: 7:25:07, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7505, top5_acc: 0.8984, loss_cls: 0.9961, loss: 0.9961, grad_norm: 18.5649 2020-08-12 04:12:06,227 - mmaction - INFO - Epoch [53][1200/2505] lr: 5.000e-06, eta: 7:24:29, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7672, top5_acc: 0.9089, loss_cls: 0.9275, loss: 0.9275, grad_norm: 17.8724 2020-08-12 04:12:43,458 - mmaction - INFO - Epoch [53][1220/2505] lr: 5.000e-06, eta: 7:23:50, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7740, top5_acc: 0.9031, loss_cls: 0.9550, loss: 0.9550, grad_norm: 17.9633 2020-08-12 04:13:20,786 - mmaction - INFO - Epoch [53][1240/2505] lr: 5.000e-06, eta: 7:23:11, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7724, top5_acc: 0.8990, loss_cls: 0.9578, loss: 0.9578, grad_norm: 18.4951 2020-08-12 04:13:57,865 - mmaction - INFO - Epoch [53][1260/2505] lr: 5.000e-06, eta: 7:22:33, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.7667, top5_acc: 0.9115, loss_cls: 0.9377, loss: 0.9377, grad_norm: 18.6664 2020-08-12 04:14:34,954 - mmaction - INFO - Epoch [53][1280/2505] lr: 5.000e-06, eta: 7:21:54, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.7740, top5_acc: 0.9130, loss_cls: 0.8863, loss: 0.8863, grad_norm: 17.4841 2020-08-12 04:15:12,145 - mmaction - INFO - Epoch [53][1300/2505] lr: 5.000e-06, eta: 7:21:15, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7797, top5_acc: 0.9229, loss_cls: 0.8537, loss: 0.8537, grad_norm: 17.3956 2020-08-12 04:15:49,435 - mmaction - INFO - Epoch [53][1320/2505] lr: 5.000e-06, eta: 7:20:36, time: 1.865, data_time: 0.002, memory: 8521, top1_acc: 0.7661, top5_acc: 0.9078, loss_cls: 0.9176, loss: 0.9176, grad_norm: 18.3185 2020-08-12 04:16:26,586 - mmaction - INFO - Epoch [53][1340/2505] lr: 5.000e-06, eta: 7:19:58, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7932, top5_acc: 0.9193, loss_cls: 0.8438, loss: 0.8438, grad_norm: 17.0189 2020-08-12 04:17:03,729 - mmaction - INFO - Epoch [53][1360/2505] lr: 5.000e-06, eta: 7:19:19, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7469, top5_acc: 0.9052, loss_cls: 1.0037, loss: 1.0037, grad_norm: 19.1260 2020-08-12 04:17:40,822 - mmaction - INFO - Epoch [53][1380/2505] lr: 5.000e-06, eta: 7:18:40, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7453, top5_acc: 0.8870, loss_cls: 1.0282, loss: 1.0282, grad_norm: 18.8889 2020-08-12 04:18:18,033 - mmaction - INFO - Epoch [53][1400/2505] lr: 5.000e-06, eta: 7:18:02, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7531, top5_acc: 0.8927, loss_cls: 1.0151, loss: 1.0151, grad_norm: 18.5021 2020-08-12 04:18:55,175 - mmaction - INFO - Epoch [53][1420/2505] lr: 5.000e-06, eta: 7:17:23, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7792, top5_acc: 0.9182, loss_cls: 0.8720, loss: 0.8720, grad_norm: 17.2802 2020-08-12 04:19:32,351 - mmaction - INFO - Epoch [53][1440/2505] lr: 5.000e-06, eta: 7:16:44, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7661, top5_acc: 0.9068, loss_cls: 0.9493, loss: 0.9493, grad_norm: 18.3158 2020-08-12 04:20:10,239 - mmaction - INFO - Epoch [53][1460/2505] lr: 5.000e-06, eta: 7:16:06, time: 1.894, data_time: 0.001, memory: 8521, top1_acc: 0.7656, top5_acc: 0.9078, loss_cls: 0.9298, loss: 0.9298, grad_norm: 17.7093 2020-08-12 04:20:47,497 - mmaction - INFO - Epoch [53][1480/2505] lr: 5.000e-06, eta: 7:15:27, time: 1.863, data_time: 0.003, memory: 8521, top1_acc: 0.7771, top5_acc: 0.9177, loss_cls: 0.8989, loss: 0.8989, grad_norm: 18.2715 2020-08-12 04:21:24,603 - mmaction - INFO - Epoch [53][1500/2505] lr: 5.000e-06, eta: 7:14:48, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7521, top5_acc: 0.8875, loss_cls: 0.9993, loss: 0.9993, grad_norm: 17.8206 2020-08-12 04:22:01,810 - mmaction - INFO - Epoch [53][1520/2505] lr: 5.000e-06, eta: 7:14:09, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7656, top5_acc: 0.8984, loss_cls: 0.9206, loss: 0.9206, grad_norm: 17.7098 2020-08-12 04:22:38,989 - mmaction - INFO - Epoch [53][1540/2505] lr: 5.000e-06, eta: 7:13:31, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7740, top5_acc: 0.9156, loss_cls: 0.8809, loss: 0.8809, grad_norm: 18.1969 2020-08-12 04:23:16,219 - mmaction - INFO - Epoch [53][1560/2505] lr: 5.000e-06, eta: 7:12:52, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7682, top5_acc: 0.9026, loss_cls: 0.9349, loss: 0.9349, grad_norm: 18.0310 2020-08-12 04:23:53,349 - mmaction - INFO - Epoch [53][1580/2505] lr: 5.000e-06, eta: 7:12:13, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7641, top5_acc: 0.9078, loss_cls: 0.9296, loss: 0.9296, grad_norm: 18.7744 2020-08-12 04:24:30,518 - mmaction - INFO - Epoch [53][1600/2505] lr: 5.000e-06, eta: 7:11:35, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7693, top5_acc: 0.9078, loss_cls: 0.9317, loss: 0.9317, grad_norm: 18.5563 2020-08-12 04:25:07,647 - mmaction - INFO - Epoch [53][1620/2505] lr: 5.000e-06, eta: 7:10:56, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7844, top5_acc: 0.9057, loss_cls: 0.9209, loss: 0.9209, grad_norm: 17.5802 2020-08-12 04:25:44,836 - mmaction - INFO - Epoch [53][1640/2505] lr: 5.000e-06, eta: 7:10:17, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7714, top5_acc: 0.9115, loss_cls: 0.9016, loss: 0.9016, grad_norm: 17.6401 2020-08-12 04:26:21,967 - mmaction - INFO - Epoch [53][1660/2505] lr: 5.000e-06, eta: 7:09:38, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7792, top5_acc: 0.9083, loss_cls: 0.8822, loss: 0.8822, grad_norm: 17.4758 2020-08-12 04:26:59,107 - mmaction - INFO - Epoch [53][1680/2505] lr: 5.000e-06, eta: 7:09:00, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7687, top5_acc: 0.9203, loss_cls: 0.9207, loss: 0.9207, grad_norm: 18.6286 2020-08-12 04:27:36,212 - mmaction - INFO - Epoch [53][1700/2505] lr: 5.000e-06, eta: 7:08:21, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7807, top5_acc: 0.9094, loss_cls: 0.8976, loss: 0.8976, grad_norm: 18.0543 2020-08-12 04:28:13,398 - mmaction - INFO - Epoch [53][1720/2505] lr: 5.000e-06, eta: 7:07:42, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7740, top5_acc: 0.9115, loss_cls: 0.8944, loss: 0.8944, grad_norm: 17.6987 2020-08-12 04:28:50,478 - mmaction - INFO - Epoch [53][1740/2505] lr: 5.000e-06, eta: 7:07:04, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.7755, top5_acc: 0.9146, loss_cls: 0.8908, loss: 0.8908, grad_norm: 18.1725 2020-08-12 04:29:27,570 - mmaction - INFO - Epoch [53][1760/2505] lr: 5.000e-06, eta: 7:06:25, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7651, top5_acc: 0.9083, loss_cls: 0.9256, loss: 0.9256, grad_norm: 17.9834 2020-08-12 04:30:04,758 - mmaction - INFO - Epoch [53][1780/2505] lr: 5.000e-06, eta: 7:05:46, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7625, top5_acc: 0.9052, loss_cls: 0.9406, loss: 0.9406, grad_norm: 18.1609 2020-08-12 04:30:41,974 - mmaction - INFO - Epoch [53][1800/2505] lr: 5.000e-06, eta: 7:05:08, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7490, top5_acc: 0.9052, loss_cls: 0.9633, loss: 0.9633, grad_norm: 19.2123 2020-08-12 04:31:19,069 - mmaction - INFO - Epoch [53][1820/2505] lr: 5.000e-06, eta: 7:04:29, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7724, top5_acc: 0.9052, loss_cls: 0.9105, loss: 0.9105, grad_norm: 17.8788 2020-08-12 04:31:56,370 - mmaction - INFO - Epoch [53][1840/2505] lr: 5.000e-06, eta: 7:03:50, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7781, top5_acc: 0.9172, loss_cls: 0.8580, loss: 0.8580, grad_norm: 17.8801 2020-08-12 04:32:33,454 - mmaction - INFO - Epoch [53][1860/2505] lr: 5.000e-06, eta: 7:03:11, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.7698, top5_acc: 0.9000, loss_cls: 0.9564, loss: 0.9564, grad_norm: 18.2142 2020-08-12 04:33:10,630 - mmaction - INFO - Epoch [53][1880/2505] lr: 5.000e-06, eta: 7:02:33, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7724, top5_acc: 0.9125, loss_cls: 0.8847, loss: 0.8847, grad_norm: 17.3114 2020-08-12 04:33:47,769 - mmaction - INFO - Epoch [53][1900/2505] lr: 5.000e-06, eta: 7:01:54, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7542, top5_acc: 0.9010, loss_cls: 0.9814, loss: 0.9814, grad_norm: 18.8718 2020-08-12 04:34:25,001 - mmaction - INFO - Epoch [53][1920/2505] lr: 5.000e-06, eta: 7:01:15, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7568, top5_acc: 0.9000, loss_cls: 0.9925, loss: 0.9925, grad_norm: 18.6591 2020-08-12 04:35:02,093 - mmaction - INFO - Epoch [53][1940/2505] lr: 5.000e-06, eta: 7:00:37, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7583, top5_acc: 0.8984, loss_cls: 0.9643, loss: 0.9643, grad_norm: 18.2308 2020-08-12 04:35:39,315 - mmaction - INFO - Epoch [53][1960/2505] lr: 5.000e-06, eta: 6:59:58, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7651, top5_acc: 0.9021, loss_cls: 0.9452, loss: 0.9452, grad_norm: 18.1371 2020-08-12 04:36:16,541 - mmaction - INFO - Epoch [53][1980/2505] lr: 5.000e-06, eta: 6:59:19, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7812, top5_acc: 0.9099, loss_cls: 0.9056, loss: 0.9056, grad_norm: 18.1649 2020-08-12 04:36:53,633 - mmaction - INFO - Epoch [53][2000/2505] lr: 5.000e-06, eta: 6:58:41, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.7797, top5_acc: 0.9120, loss_cls: 0.8979, loss: 0.8979, grad_norm: 17.7220 2020-08-12 04:37:30,755 - mmaction - INFO - Epoch [53][2020/2505] lr: 5.000e-06, eta: 6:58:02, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7719, top5_acc: 0.8990, loss_cls: 0.9425, loss: 0.9425, grad_norm: 17.6289 2020-08-12 04:38:07,994 - mmaction - INFO - Epoch [53][2040/2505] lr: 5.000e-06, eta: 6:57:23, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7656, top5_acc: 0.9104, loss_cls: 0.9297, loss: 0.9297, grad_norm: 18.3594 2020-08-12 04:38:45,125 - mmaction - INFO - Epoch [53][2060/2505] lr: 5.000e-06, eta: 6:56:44, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7578, top5_acc: 0.9052, loss_cls: 0.9773, loss: 0.9773, grad_norm: 18.2559 2020-08-12 04:39:22,284 - mmaction - INFO - Epoch [53][2080/2505] lr: 5.000e-06, eta: 6:56:06, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7594, top5_acc: 0.9036, loss_cls: 0.9723, loss: 0.9723, grad_norm: 18.4059 2020-08-12 04:39:59,557 - mmaction - INFO - Epoch [53][2100/2505] lr: 5.000e-06, eta: 6:55:27, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7604, top5_acc: 0.8927, loss_cls: 0.9912, loss: 0.9912, grad_norm: 18.1268 2020-08-12 04:40:36,862 - mmaction - INFO - Epoch [53][2120/2505] lr: 5.000e-06, eta: 6:54:48, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7911, top5_acc: 0.9036, loss_cls: 0.8325, loss: 0.8325, grad_norm: 16.9557 2020-08-12 04:41:14,038 - mmaction - INFO - Epoch [53][2140/2505] lr: 5.000e-06, eta: 6:54:10, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7661, top5_acc: 0.8964, loss_cls: 0.9698, loss: 0.9698, grad_norm: 18.0454 2020-08-12 04:41:51,099 - mmaction - INFO - Epoch [53][2160/2505] lr: 5.000e-06, eta: 6:53:31, time: 1.853, data_time: 0.001, memory: 8521, top1_acc: 0.7594, top5_acc: 0.9005, loss_cls: 0.9691, loss: 0.9691, grad_norm: 18.3932 2020-08-12 04:42:28,243 - mmaction - INFO - Epoch [53][2180/2505] lr: 5.000e-06, eta: 6:52:52, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7802, top5_acc: 0.9057, loss_cls: 0.8901, loss: 0.8901, grad_norm: 17.4343 2020-08-12 04:43:05,404 - mmaction - INFO - Epoch [53][2200/2505] lr: 5.000e-06, eta: 6:52:14, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7719, top5_acc: 0.9125, loss_cls: 0.9182, loss: 0.9182, grad_norm: 18.2687 2020-08-12 04:43:42,606 - mmaction - INFO - Epoch [53][2220/2505] lr: 5.000e-06, eta: 6:51:35, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7542, top5_acc: 0.9052, loss_cls: 0.9864, loss: 0.9864, grad_norm: 18.7150 2020-08-12 04:44:19,735 - mmaction - INFO - Epoch [53][2240/2505] lr: 5.000e-06, eta: 6:50:56, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7698, top5_acc: 0.9057, loss_cls: 0.9776, loss: 0.9776, grad_norm: 18.4967 2020-08-12 04:44:56,840 - mmaction - INFO - Epoch [53][2260/2505] lr: 5.000e-06, eta: 6:50:18, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7500, top5_acc: 0.8984, loss_cls: 1.0120, loss: 1.0120, grad_norm: 19.2160 2020-08-12 04:45:33,918 - mmaction - INFO - Epoch [53][2280/2505] lr: 5.000e-06, eta: 6:49:39, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.7687, top5_acc: 0.8979, loss_cls: 0.9675, loss: 0.9675, grad_norm: 17.7961 2020-08-12 04:46:11,016 - mmaction - INFO - Epoch [53][2300/2505] lr: 5.000e-06, eta: 6:49:00, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7703, top5_acc: 0.9099, loss_cls: 0.8837, loss: 0.8837, grad_norm: 17.9033 2020-08-12 04:46:48,121 - mmaction - INFO - Epoch [53][2320/2505] lr: 5.000e-06, eta: 6:48:21, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7802, top5_acc: 0.9104, loss_cls: 0.8969, loss: 0.8969, grad_norm: 17.9276 2020-08-12 04:47:25,320 - mmaction - INFO - Epoch [53][2340/2505] lr: 5.000e-06, eta: 6:47:43, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7609, top5_acc: 0.9057, loss_cls: 0.9483, loss: 0.9483, grad_norm: 18.5327 2020-08-12 04:48:02,505 - mmaction - INFO - Epoch [53][2360/2505] lr: 5.000e-06, eta: 6:47:04, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7792, top5_acc: 0.9057, loss_cls: 0.9075, loss: 0.9075, grad_norm: 17.5244 2020-08-12 04:48:39,675 - mmaction - INFO - Epoch [53][2380/2505] lr: 5.000e-06, eta: 6:46:25, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7677, top5_acc: 0.9047, loss_cls: 0.9478, loss: 0.9478, grad_norm: 18.4087 2020-08-12 04:49:16,897 - mmaction - INFO - Epoch [53][2400/2505] lr: 5.000e-06, eta: 6:45:47, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7578, top5_acc: 0.9000, loss_cls: 0.9779, loss: 0.9779, grad_norm: 18.8509 2020-08-12 04:49:54,059 - mmaction - INFO - Epoch [53][2420/2505] lr: 5.000e-06, eta: 6:45:08, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7781, top5_acc: 0.9099, loss_cls: 0.9214, loss: 0.9214, grad_norm: 18.3536 2020-08-12 04:50:31,180 - mmaction - INFO - Epoch [53][2440/2505] lr: 5.000e-06, eta: 6:44:29, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7714, top5_acc: 0.9026, loss_cls: 0.9468, loss: 0.9468, grad_norm: 18.1694 2020-08-12 04:51:08,306 - mmaction - INFO - Epoch [53][2460/2505] lr: 5.000e-06, eta: 6:43:51, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7661, top5_acc: 0.9026, loss_cls: 0.9496, loss: 0.9496, grad_norm: 18.3300 2020-08-12 04:51:45,467 - mmaction - INFO - Epoch [53][2480/2505] lr: 5.000e-06, eta: 6:43:12, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7682, top5_acc: 0.9078, loss_cls: 0.9384, loss: 0.9384, grad_norm: 18.3914 2020-08-12 04:52:22,687 - mmaction - INFO - Epoch [53][2500/2505] lr: 5.000e-06, eta: 6:42:33, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7437, top5_acc: 0.9036, loss_cls: 0.9623, loss: 0.9623, grad_norm: 19.3899 2020-08-12 04:54:14,833 - mmaction - INFO - Epoch [54][20/2505] lr: 5.000e-06, eta: 6:41:50, time: 4.832, data_time: 2.893, memory: 8521, top1_acc: 0.7599, top5_acc: 0.8958, loss_cls: 0.9714, loss: 0.9714, grad_norm: 18.3840 2020-08-12 04:54:53,178 - mmaction - INFO - Epoch [54][40/2505] lr: 5.000e-06, eta: 6:41:11, time: 1.918, data_time: 0.011, memory: 8521, top1_acc: 0.7807, top5_acc: 0.9193, loss_cls: 0.8819, loss: 0.8819, grad_norm: 17.9274 2020-08-12 04:55:31,486 - mmaction - INFO - Epoch [54][60/2505] lr: 5.000e-06, eta: 6:40:32, time: 1.915, data_time: 0.000, memory: 8521, top1_acc: 0.7740, top5_acc: 0.9078, loss_cls: 0.8846, loss: 0.8846, grad_norm: 18.1088 2020-08-12 04:56:09,585 - mmaction - INFO - Epoch [54][80/2505] lr: 5.000e-06, eta: 6:39:54, time: 1.905, data_time: 0.005, memory: 8521, top1_acc: 0.7729, top5_acc: 0.9036, loss_cls: 0.9194, loss: 0.9194, grad_norm: 18.1637 2020-08-12 04:56:47,502 - mmaction - INFO - Epoch [54][100/2505] lr: 5.000e-06, eta: 6:39:15, time: 1.896, data_time: 0.001, memory: 8521, top1_acc: 0.7714, top5_acc: 0.9052, loss_cls: 0.9272, loss: 0.9272, grad_norm: 18.5944 2020-08-12 04:57:25,091 - mmaction - INFO - Epoch [54][120/2505] lr: 5.000e-06, eta: 6:38:37, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.7672, top5_acc: 0.9073, loss_cls: 0.9442, loss: 0.9442, grad_norm: 17.9186 2020-08-12 04:58:02,611 - mmaction - INFO - Epoch [54][140/2505] lr: 5.000e-06, eta: 6:37:58, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.7526, top5_acc: 0.8979, loss_cls: 0.9680, loss: 0.9680, grad_norm: 18.5532 2020-08-12 04:58:40,241 - mmaction - INFO - Epoch [54][160/2505] lr: 5.000e-06, eta: 6:37:19, time: 1.881, data_time: 0.001, memory: 8521, top1_acc: 0.7688, top5_acc: 0.9021, loss_cls: 0.9370, loss: 0.9370, grad_norm: 18.2232 2020-08-12 04:59:18,034 - mmaction - INFO - Epoch [54][180/2505] lr: 5.000e-06, eta: 6:36:41, time: 1.890, data_time: 0.001, memory: 8521, top1_acc: 0.7776, top5_acc: 0.9068, loss_cls: 0.9147, loss: 0.9147, grad_norm: 18.3735 2020-08-12 04:59:55,854 - mmaction - INFO - Epoch [54][200/2505] lr: 5.000e-06, eta: 6:36:02, time: 1.891, data_time: 0.001, memory: 8521, top1_acc: 0.7563, top5_acc: 0.8948, loss_cls: 0.9705, loss: 0.9705, grad_norm: 18.8441 2020-08-12 05:00:38,210 - mmaction - INFO - Epoch [54][220/2505] lr: 5.000e-06, eta: 6:35:24, time: 2.117, data_time: 0.002, memory: 8521, top1_acc: 0.7786, top5_acc: 0.9104, loss_cls: 0.9116, loss: 0.9116, grad_norm: 17.9190 2020-08-12 05:01:16,212 - mmaction - INFO - Epoch [54][240/2505] lr: 5.000e-06, eta: 6:34:45, time: 1.901, data_time: 0.014, memory: 8521, top1_acc: 0.7661, top5_acc: 0.9057, loss_cls: 0.9511, loss: 0.9511, grad_norm: 17.7809 2020-08-12 05:01:53,938 - mmaction - INFO - Epoch [54][260/2505] lr: 5.000e-06, eta: 6:34:07, time: 1.886, data_time: 0.002, memory: 8521, top1_acc: 0.7651, top5_acc: 0.9094, loss_cls: 0.9369, loss: 0.9369, grad_norm: 18.4892 2020-08-12 05:02:31,669 - mmaction - INFO - Epoch [54][280/2505] lr: 5.000e-06, eta: 6:33:28, time: 1.887, data_time: 0.001, memory: 8521, top1_acc: 0.7589, top5_acc: 0.8984, loss_cls: 0.9810, loss: 0.9810, grad_norm: 18.5490 2020-08-12 05:03:09,247 - mmaction - INFO - Epoch [54][300/2505] lr: 5.000e-06, eta: 6:32:49, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.7500, top5_acc: 0.9000, loss_cls: 0.9956, loss: 0.9956, grad_norm: 18.5548 2020-08-12 05:03:47,074 - mmaction - INFO - Epoch [54][320/2505] lr: 5.000e-06, eta: 6:32:11, time: 1.892, data_time: 0.001, memory: 8521, top1_acc: 0.7682, top5_acc: 0.9036, loss_cls: 0.9807, loss: 0.9807, grad_norm: 18.6950 2020-08-12 05:04:25,004 - mmaction - INFO - Epoch [54][340/2505] lr: 5.000e-06, eta: 6:31:32, time: 1.896, data_time: 0.000, memory: 8521, top1_acc: 0.7682, top5_acc: 0.9104, loss_cls: 0.9136, loss: 0.9136, grad_norm: 17.7956 2020-08-12 05:05:03,333 - mmaction - INFO - Epoch [54][360/2505] lr: 5.000e-06, eta: 6:30:53, time: 1.905, data_time: 0.001, memory: 8521, top1_acc: 0.7599, top5_acc: 0.9026, loss_cls: 0.9563, loss: 0.9563, grad_norm: 18.5954 2020-08-12 05:05:41,384 - mmaction - INFO - Epoch [54][380/2505] lr: 5.000e-06, eta: 6:30:15, time: 1.914, data_time: 0.014, memory: 8521, top1_acc: 0.7828, top5_acc: 0.9167, loss_cls: 0.8749, loss: 0.8749, grad_norm: 18.2223 2020-08-12 05:06:19,310 - mmaction - INFO - Epoch [54][400/2505] lr: 5.000e-06, eta: 6:29:36, time: 1.896, data_time: 0.001, memory: 8521, top1_acc: 0.7807, top5_acc: 0.9120, loss_cls: 0.8970, loss: 0.8970, grad_norm: 17.9712 2020-08-12 05:06:56,915 - mmaction - INFO - Epoch [54][420/2505] lr: 5.000e-06, eta: 6:28:58, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.7672, top5_acc: 0.9120, loss_cls: 0.9012, loss: 0.9012, grad_norm: 17.8281 2020-08-12 05:07:34,490 - mmaction - INFO - Epoch [54][440/2505] lr: 5.000e-06, eta: 6:28:19, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.7620, top5_acc: 0.9010, loss_cls: 0.9676, loss: 0.9676, grad_norm: 18.1855 2020-08-12 05:08:12,199 - mmaction - INFO - Epoch [54][460/2505] lr: 5.000e-06, eta: 6:27:40, time: 1.886, data_time: 0.002, memory: 8521, top1_acc: 0.7865, top5_acc: 0.9167, loss_cls: 0.8728, loss: 0.8728, grad_norm: 17.7258 2020-08-12 05:08:49,810 - mmaction - INFO - Epoch [54][480/2505] lr: 5.000e-06, eta: 6:27:02, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.7620, top5_acc: 0.9010, loss_cls: 0.9571, loss: 0.9571, grad_norm: 17.5363 2020-08-12 05:09:27,364 - mmaction - INFO - Epoch [54][500/2505] lr: 5.000e-06, eta: 6:26:23, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.7641, top5_acc: 0.9016, loss_cls: 0.9401, loss: 0.9401, grad_norm: 18.5792 2020-08-12 05:10:04,941 - mmaction - INFO - Epoch [54][520/2505] lr: 5.000e-06, eta: 6:25:44, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.7688, top5_acc: 0.8979, loss_cls: 0.9421, loss: 0.9421, grad_norm: 17.8870 2020-08-12 05:10:42,599 - mmaction - INFO - Epoch [54][540/2505] lr: 5.000e-06, eta: 6:25:06, time: 1.883, data_time: 0.001, memory: 8521, top1_acc: 0.7661, top5_acc: 0.8979, loss_cls: 0.9359, loss: 0.9359, grad_norm: 17.9171 2020-08-12 05:11:20,093 - mmaction - INFO - Epoch [54][560/2505] lr: 5.000e-06, eta: 6:24:27, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.7812, top5_acc: 0.9115, loss_cls: 0.8929, loss: 0.8929, grad_norm: 17.3536 2020-08-12 05:11:57,566 - mmaction - INFO - Epoch [54][580/2505] lr: 5.000e-06, eta: 6:23:48, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.7661, top5_acc: 0.9109, loss_cls: 0.9256, loss: 0.9256, grad_norm: 17.8413 2020-08-12 05:12:34,810 - mmaction - INFO - Epoch [54][600/2505] lr: 5.000e-06, eta: 6:23:10, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7719, top5_acc: 0.9104, loss_cls: 0.9265, loss: 0.9265, grad_norm: 17.7840 2020-08-12 05:13:12,227 - mmaction - INFO - Epoch [54][620/2505] lr: 5.000e-06, eta: 6:22:31, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.7604, top5_acc: 0.9031, loss_cls: 0.9736, loss: 0.9736, grad_norm: 18.3199 2020-08-12 05:13:49,771 - mmaction - INFO - Epoch [54][640/2505] lr: 5.000e-06, eta: 6:21:52, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.7552, top5_acc: 0.9047, loss_cls: 0.9858, loss: 0.9858, grad_norm: 18.6506 2020-08-12 05:14:27,100 - mmaction - INFO - Epoch [54][660/2505] lr: 5.000e-06, eta: 6:21:14, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7693, top5_acc: 0.9000, loss_cls: 0.9667, loss: 0.9667, grad_norm: 17.7429 2020-08-12 05:15:04,956 - mmaction - INFO - Epoch [54][680/2505] lr: 5.000e-06, eta: 6:20:35, time: 1.892, data_time: 0.001, memory: 8521, top1_acc: 0.7854, top5_acc: 0.9130, loss_cls: 0.8691, loss: 0.8691, grad_norm: 17.7670 2020-08-12 05:15:42,329 - mmaction - INFO - Epoch [54][700/2505] lr: 5.000e-06, eta: 6:19:57, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.7708, top5_acc: 0.9177, loss_cls: 0.8903, loss: 0.8903, grad_norm: 18.0700 2020-08-12 05:16:19,735 - mmaction - INFO - Epoch [54][720/2505] lr: 5.000e-06, eta: 6:19:18, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.7573, top5_acc: 0.8990, loss_cls: 0.9983, loss: 0.9983, grad_norm: 17.9569 2020-08-12 05:16:57,021 - mmaction - INFO - Epoch [54][740/2505] lr: 5.000e-06, eta: 6:18:39, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7807, top5_acc: 0.9063, loss_cls: 0.9097, loss: 0.9097, grad_norm: 17.6086 2020-08-12 05:17:34,346 - mmaction - INFO - Epoch [54][760/2505] lr: 5.000e-06, eta: 6:18:01, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7693, top5_acc: 0.8995, loss_cls: 0.9436, loss: 0.9436, grad_norm: 17.7118 2020-08-12 05:18:11,591 - mmaction - INFO - Epoch [54][780/2505] lr: 5.000e-06, eta: 6:17:22, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7797, top5_acc: 0.9130, loss_cls: 0.8898, loss: 0.8898, grad_norm: 17.9190 2020-08-12 05:18:49,176 - mmaction - INFO - Epoch [54][800/2505] lr: 5.000e-06, eta: 6:16:43, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.7589, top5_acc: 0.9000, loss_cls: 0.9590, loss: 0.9590, grad_norm: 18.4224 2020-08-12 05:19:26,397 - mmaction - INFO - Epoch [54][820/2505] lr: 5.000e-06, eta: 6:16:05, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7802, top5_acc: 0.9141, loss_cls: 0.8851, loss: 0.8851, grad_norm: 17.7022 2020-08-12 05:20:03,676 - mmaction - INFO - Epoch [54][840/2505] lr: 5.000e-06, eta: 6:15:26, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7792, top5_acc: 0.9083, loss_cls: 0.9080, loss: 0.9080, grad_norm: 17.8362 2020-08-12 05:20:40,884 - mmaction - INFO - Epoch [54][860/2505] lr: 5.000e-06, eta: 6:14:47, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7708, top5_acc: 0.9026, loss_cls: 0.9746, loss: 0.9746, grad_norm: 18.6763 2020-08-12 05:21:18,145 - mmaction - INFO - Epoch [54][880/2505] lr: 5.000e-06, eta: 6:14:09, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7635, top5_acc: 0.9052, loss_cls: 0.9262, loss: 0.9262, grad_norm: 18.0362 2020-08-12 05:21:56,035 - mmaction - INFO - Epoch [54][900/2505] lr: 5.000e-06, eta: 6:13:30, time: 1.895, data_time: 0.001, memory: 8521, top1_acc: 0.7776, top5_acc: 0.9125, loss_cls: 0.9108, loss: 0.9108, grad_norm: 17.7333 2020-08-12 05:22:33,655 - mmaction - INFO - Epoch [54][920/2505] lr: 5.000e-06, eta: 6:12:51, time: 1.881, data_time: 0.001, memory: 8521, top1_acc: 0.7557, top5_acc: 0.9047, loss_cls: 1.0036, loss: 1.0036, grad_norm: 19.0413 2020-08-12 05:23:10,811 - mmaction - INFO - Epoch [54][940/2505] lr: 5.000e-06, eta: 6:12:13, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7672, top5_acc: 0.9042, loss_cls: 0.9065, loss: 0.9065, grad_norm: 17.8191 2020-08-12 05:23:48,128 - mmaction - INFO - Epoch [54][960/2505] lr: 5.000e-06, eta: 6:11:34, time: 1.865, data_time: 0.000, memory: 8521, top1_acc: 0.7521, top5_acc: 0.8974, loss_cls: 0.9928, loss: 0.9928, grad_norm: 18.3996 2020-08-12 05:24:25,261 - mmaction - INFO - Epoch [54][980/2505] lr: 5.000e-06, eta: 6:10:55, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7714, top5_acc: 0.9026, loss_cls: 0.9331, loss: 0.9331, grad_norm: 18.3898 2020-08-12 05:25:02,475 - mmaction - INFO - Epoch [54][1000/2505] lr: 5.000e-06, eta: 6:10:17, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7641, top5_acc: 0.9052, loss_cls: 0.9731, loss: 0.9731, grad_norm: 17.8919 2020-08-12 05:25:39,687 - mmaction - INFO - Epoch [54][1020/2505] lr: 5.000e-06, eta: 6:09:38, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7745, top5_acc: 0.9052, loss_cls: 0.9164, loss: 0.9164, grad_norm: 18.2639 2020-08-12 05:26:16,939 - mmaction - INFO - Epoch [54][1040/2505] lr: 5.000e-06, eta: 6:08:59, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7745, top5_acc: 0.9130, loss_cls: 0.9114, loss: 0.9114, grad_norm: 18.7072 2020-08-12 05:26:54,220 - mmaction - INFO - Epoch [54][1060/2505] lr: 5.000e-06, eta: 6:08:21, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7646, top5_acc: 0.9083, loss_cls: 0.9399, loss: 0.9399, grad_norm: 18.7100 2020-08-12 05:27:31,385 - mmaction - INFO - Epoch [54][1080/2505] lr: 5.000e-06, eta: 6:07:42, time: 1.858, data_time: 0.000, memory: 8521, top1_acc: 0.7589, top5_acc: 0.9052, loss_cls: 0.9753, loss: 0.9753, grad_norm: 18.5053 2020-08-12 05:28:08,537 - mmaction - INFO - Epoch [54][1100/2505] lr: 5.000e-06, eta: 6:07:03, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7589, top5_acc: 0.8927, loss_cls: 0.9907, loss: 0.9907, grad_norm: 18.7968 2020-08-12 05:28:45,813 - mmaction - INFO - Epoch [54][1120/2505] lr: 5.000e-06, eta: 6:06:25, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7776, top5_acc: 0.9031, loss_cls: 0.9283, loss: 0.9283, grad_norm: 17.6969 2020-08-12 05:29:23,067 - mmaction - INFO - Epoch [54][1140/2505] lr: 5.000e-06, eta: 6:05:46, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7714, top5_acc: 0.9063, loss_cls: 0.9285, loss: 0.9285, grad_norm: 18.2367 2020-08-12 05:30:00,391 - mmaction - INFO - Epoch [54][1160/2505] lr: 5.000e-06, eta: 6:05:07, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7698, top5_acc: 0.9104, loss_cls: 0.9006, loss: 0.9006, grad_norm: 17.9247 2020-08-12 05:30:37,587 - mmaction - INFO - Epoch [54][1180/2505] lr: 5.000e-06, eta: 6:04:29, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7672, top5_acc: 0.8995, loss_cls: 0.9354, loss: 0.9354, grad_norm: 17.6279 2020-08-12 05:31:14,789 - mmaction - INFO - Epoch [54][1200/2505] lr: 5.000e-06, eta: 6:03:50, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7781, top5_acc: 0.9073, loss_cls: 0.9554, loss: 0.9554, grad_norm: 18.2648 2020-08-12 05:31:51,958 - mmaction - INFO - Epoch [54][1220/2505] lr: 5.000e-06, eta: 6:03:11, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7562, top5_acc: 0.9000, loss_cls: 0.9645, loss: 0.9645, grad_norm: 18.0313 2020-08-12 05:32:29,376 - mmaction - INFO - Epoch [54][1240/2505] lr: 5.000e-06, eta: 6:02:33, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.7510, top5_acc: 0.8969, loss_cls: 0.9906, loss: 0.9906, grad_norm: 17.9439 2020-08-12 05:33:06,708 - mmaction - INFO - Epoch [54][1260/2505] lr: 5.000e-06, eta: 6:01:54, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7656, top5_acc: 0.8990, loss_cls: 0.9736, loss: 0.9736, grad_norm: 18.0559 2020-08-12 05:33:44,004 - mmaction - INFO - Epoch [54][1280/2505] lr: 5.000e-06, eta: 6:01:15, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7651, top5_acc: 0.8958, loss_cls: 0.9840, loss: 0.9840, grad_norm: 18.2208 2020-08-12 05:34:21,413 - mmaction - INFO - Epoch [54][1300/2505] lr: 5.000e-06, eta: 6:00:37, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7635, top5_acc: 0.9021, loss_cls: 0.9496, loss: 0.9496, grad_norm: 18.9393 2020-08-12 05:34:58,632 - mmaction - INFO - Epoch [54][1320/2505] lr: 5.000e-06, eta: 5:59:58, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7734, top5_acc: 0.9094, loss_cls: 0.8959, loss: 0.8959, grad_norm: 17.5031 2020-08-12 05:35:35,827 - mmaction - INFO - Epoch [54][1340/2505] lr: 5.000e-06, eta: 5:59:19, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7891, top5_acc: 0.9130, loss_cls: 0.8732, loss: 0.8732, grad_norm: 17.3751 2020-08-12 05:36:12,967 - mmaction - INFO - Epoch [54][1360/2505] lr: 5.000e-06, eta: 5:58:41, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7599, top5_acc: 0.9083, loss_cls: 0.9638, loss: 0.9638, grad_norm: 18.4553 2020-08-12 05:36:50,154 - mmaction - INFO - Epoch [54][1380/2505] lr: 5.000e-06, eta: 5:58:02, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7609, top5_acc: 0.9021, loss_cls: 0.9770, loss: 0.9770, grad_norm: 18.8116 2020-08-12 05:37:27,358 - mmaction - INFO - Epoch [54][1400/2505] lr: 5.000e-06, eta: 5:57:23, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7724, top5_acc: 0.9031, loss_cls: 0.9382, loss: 0.9382, grad_norm: 18.2778 2020-08-12 05:38:04,516 - mmaction - INFO - Epoch [54][1420/2505] lr: 5.000e-06, eta: 5:56:45, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7792, top5_acc: 0.9052, loss_cls: 0.9210, loss: 0.9210, grad_norm: 17.7595 2020-08-12 05:38:41,598 - mmaction - INFO - Epoch [54][1440/2505] lr: 5.000e-06, eta: 5:56:06, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.7500, top5_acc: 0.8964, loss_cls: 0.9942, loss: 0.9942, grad_norm: 18.9842 2020-08-12 05:39:18,724 - mmaction - INFO - Epoch [54][1460/2505] lr: 5.000e-06, eta: 5:55:27, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7677, top5_acc: 0.8995, loss_cls: 0.9666, loss: 0.9666, grad_norm: 17.7842 2020-08-12 05:39:55,859 - mmaction - INFO - Epoch [54][1480/2505] lr: 5.000e-06, eta: 5:54:49, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7698, top5_acc: 0.9151, loss_cls: 0.8935, loss: 0.8935, grad_norm: 17.5031 2020-08-12 05:40:32,975 - mmaction - INFO - Epoch [54][1500/2505] lr: 5.000e-06, eta: 5:54:10, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7583, top5_acc: 0.9031, loss_cls: 0.9454, loss: 0.9454, grad_norm: 18.5975 2020-08-12 05:41:10,178 - mmaction - INFO - Epoch [54][1520/2505] lr: 5.000e-06, eta: 5:53:31, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7786, top5_acc: 0.9078, loss_cls: 0.9136, loss: 0.9136, grad_norm: 17.9203 2020-08-12 05:42:43,278 - mmaction - INFO - Epoch [54][1540/2505] lr: 5.000e-06, eta: 5:52:57, time: 4.655, data_time: 0.001, memory: 8521, top1_acc: 0.7620, top5_acc: 0.8990, loss_cls: 0.9676, loss: 0.9676, grad_norm: 18.3563 2020-08-12 05:43:20,347 - mmaction - INFO - Epoch [54][1560/2505] lr: 5.000e-06, eta: 5:52:19, time: 1.853, data_time: 0.001, memory: 8521, top1_acc: 0.7557, top5_acc: 0.9083, loss_cls: 0.9692, loss: 0.9692, grad_norm: 18.5794 2020-08-12 05:43:57,465 - mmaction - INFO - Epoch [54][1580/2505] lr: 5.000e-06, eta: 5:51:40, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7687, top5_acc: 0.9052, loss_cls: 0.9609, loss: 0.9609, grad_norm: 18.3772 2020-08-12 05:44:34,651 - mmaction - INFO - Epoch [54][1600/2505] lr: 5.000e-06, eta: 5:51:01, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7792, top5_acc: 0.9156, loss_cls: 0.8773, loss: 0.8773, grad_norm: 17.9602 2020-08-12 05:45:11,824 - mmaction - INFO - Epoch [54][1620/2505] lr: 5.000e-06, eta: 5:50:23, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7625, top5_acc: 0.8990, loss_cls: 0.9794, loss: 0.9794, grad_norm: 18.3049 2020-08-12 05:45:48,920 - mmaction - INFO - Epoch [54][1640/2505] lr: 5.000e-06, eta: 5:49:44, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7760, top5_acc: 0.9120, loss_cls: 0.9185, loss: 0.9185, grad_norm: 18.2793 2020-08-12 05:46:26,067 - mmaction - INFO - Epoch [54][1660/2505] lr: 5.000e-06, eta: 5:49:05, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7760, top5_acc: 0.9130, loss_cls: 0.8829, loss: 0.8829, grad_norm: 17.8188 2020-08-12 05:47:03,188 - mmaction - INFO - Epoch [54][1680/2505] lr: 5.000e-06, eta: 5:48:27, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7615, top5_acc: 0.9042, loss_cls: 0.9522, loss: 0.9522, grad_norm: 18.4771 2020-08-12 05:47:40,455 - mmaction - INFO - Epoch [54][1700/2505] lr: 5.000e-06, eta: 5:47:48, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7656, top5_acc: 0.9130, loss_cls: 0.9213, loss: 0.9213, grad_norm: 18.0528 2020-08-12 05:48:17,718 - mmaction - INFO - Epoch [54][1720/2505] lr: 5.000e-06, eta: 5:47:09, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7792, top5_acc: 0.9094, loss_cls: 0.9216, loss: 0.9216, grad_norm: 17.5842 2020-08-12 05:48:54,835 - mmaction - INFO - Epoch [54][1740/2505] lr: 5.000e-06, eta: 5:46:31, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7724, top5_acc: 0.9083, loss_cls: 0.9190, loss: 0.9190, grad_norm: 18.0790 2020-08-12 05:49:31,940 - mmaction - INFO - Epoch [54][1760/2505] lr: 5.000e-06, eta: 5:45:52, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7656, top5_acc: 0.9099, loss_cls: 0.9176, loss: 0.9176, grad_norm: 17.6397 2020-08-12 05:50:09,261 - mmaction - INFO - Epoch [54][1780/2505] lr: 5.000e-06, eta: 5:45:13, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7896, top5_acc: 0.9177, loss_cls: 0.8338, loss: 0.8338, grad_norm: 17.7779 2020-08-12 05:50:46,377 - mmaction - INFO - Epoch [54][1800/2505] lr: 5.000e-06, eta: 5:44:35, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7667, top5_acc: 0.9109, loss_cls: 0.9273, loss: 0.9273, grad_norm: 17.7750 2020-08-12 05:51:23,531 - mmaction - INFO - Epoch [54][1820/2505] lr: 5.000e-06, eta: 5:43:56, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7781, top5_acc: 0.9115, loss_cls: 0.8816, loss: 0.8816, grad_norm: 16.9575 2020-08-12 05:52:00,627 - mmaction - INFO - Epoch [54][1840/2505] lr: 5.000e-06, eta: 5:43:17, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7609, top5_acc: 0.8974, loss_cls: 0.9832, loss: 0.9832, grad_norm: 17.7345 2020-08-12 05:52:37,751 - mmaction - INFO - Epoch [54][1860/2505] lr: 5.000e-06, eta: 5:42:39, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7875, top5_acc: 0.9073, loss_cls: 0.8918, loss: 0.8918, grad_norm: 17.9174 2020-08-12 05:53:15,039 - mmaction - INFO - Epoch [54][1880/2505] lr: 5.000e-06, eta: 5:42:00, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7859, top5_acc: 0.9125, loss_cls: 0.8707, loss: 0.8707, grad_norm: 17.9734 2020-08-12 05:53:52,125 - mmaction - INFO - Epoch [54][1900/2505] lr: 5.000e-06, eta: 5:41:21, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.7807, top5_acc: 0.9193, loss_cls: 0.8913, loss: 0.8913, grad_norm: 17.8506 2020-08-12 05:54:29,225 - mmaction - INFO - Epoch [54][1920/2505] lr: 5.000e-06, eta: 5:40:43, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7792, top5_acc: 0.9089, loss_cls: 0.8736, loss: 0.8736, grad_norm: 18.0510 2020-08-12 05:55:06,371 - mmaction - INFO - Epoch [54][1940/2505] lr: 5.000e-06, eta: 5:40:04, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7599, top5_acc: 0.8974, loss_cls: 0.9607, loss: 0.9607, grad_norm: 18.3501 2020-08-12 05:55:43,622 - mmaction - INFO - Epoch [54][1960/2505] lr: 5.000e-06, eta: 5:39:25, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7786, top5_acc: 0.9135, loss_cls: 0.8714, loss: 0.8714, grad_norm: 17.6860 2020-08-12 05:56:20,819 - mmaction - INFO - Epoch [54][1980/2505] lr: 5.000e-06, eta: 5:38:47, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7792, top5_acc: 0.9125, loss_cls: 0.8882, loss: 0.8882, grad_norm: 17.5921 2020-08-12 05:56:57,946 - mmaction - INFO - Epoch [54][2000/2505] lr: 5.000e-06, eta: 5:38:08, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7703, top5_acc: 0.9115, loss_cls: 0.9302, loss: 0.9302, grad_norm: 18.3067 2020-08-12 05:57:35,032 - mmaction - INFO - Epoch [54][2020/2505] lr: 5.000e-06, eta: 5:37:29, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.7568, top5_acc: 0.8927, loss_cls: 1.0219, loss: 1.0219, grad_norm: 18.5169 2020-08-12 05:58:12,292 - mmaction - INFO - Epoch [54][2040/2505] lr: 5.000e-06, eta: 5:36:51, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7687, top5_acc: 0.9026, loss_cls: 0.9337, loss: 0.9337, grad_norm: 18.0215 2020-08-12 05:58:49,482 - mmaction - INFO - Epoch [54][2060/2505] lr: 5.000e-06, eta: 5:36:12, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7646, top5_acc: 0.8979, loss_cls: 1.0029, loss: 1.0029, grad_norm: 18.0155 2020-08-12 05:59:26,774 - mmaction - INFO - Epoch [54][2080/2505] lr: 5.000e-06, eta: 5:35:33, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7813, top5_acc: 0.9078, loss_cls: 0.8966, loss: 0.8966, grad_norm: 18.2668 2020-08-12 06:00:06,779 - mmaction - INFO - Epoch [54][2100/2505] lr: 5.000e-06, eta: 5:34:55, time: 1.990, data_time: 0.001, memory: 8521, top1_acc: 0.7734, top5_acc: 0.9036, loss_cls: 0.9482, loss: 0.9482, grad_norm: 18.3748 2020-08-12 06:00:44,168 - mmaction - INFO - Epoch [54][2120/2505] lr: 5.000e-06, eta: 5:34:16, time: 1.880, data_time: 0.023, memory: 8521, top1_acc: 0.7781, top5_acc: 0.9125, loss_cls: 0.8927, loss: 0.8927, grad_norm: 17.2384 2020-08-12 06:01:21,376 - mmaction - INFO - Epoch [54][2140/2505] lr: 5.000e-06, eta: 5:33:38, time: 1.860, data_time: 0.002, memory: 8521, top1_acc: 0.7891, top5_acc: 0.9099, loss_cls: 0.8697, loss: 0.8697, grad_norm: 17.7067 2020-08-12 06:01:58,501 - mmaction - INFO - Epoch [54][2160/2505] lr: 5.000e-06, eta: 5:32:59, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7682, top5_acc: 0.9021, loss_cls: 0.9152, loss: 0.9152, grad_norm: 17.5519 2020-08-12 06:02:35,686 - mmaction - INFO - Epoch [54][2180/2505] lr: 5.000e-06, eta: 5:32:20, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7833, top5_acc: 0.9130, loss_cls: 0.8779, loss: 0.8779, grad_norm: 18.9079 2020-08-12 06:03:13,018 - mmaction - INFO - Epoch [54][2200/2505] lr: 5.000e-06, eta: 5:31:42, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7724, top5_acc: 0.9063, loss_cls: 0.9296, loss: 0.9296, grad_norm: 18.4179 2020-08-12 06:03:50,128 - mmaction - INFO - Epoch [54][2220/2505] lr: 5.000e-06, eta: 5:31:03, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7380, top5_acc: 0.8875, loss_cls: 1.0533, loss: 1.0533, grad_norm: 18.3419 2020-08-12 06:04:27,279 - mmaction - INFO - Epoch [54][2240/2505] lr: 5.000e-06, eta: 5:30:24, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7724, top5_acc: 0.9047, loss_cls: 0.9331, loss: 0.9331, grad_norm: 17.5292 2020-08-12 06:05:04,400 - mmaction - INFO - Epoch [54][2260/2505] lr: 5.000e-06, eta: 5:29:46, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7635, top5_acc: 0.9016, loss_cls: 0.9839, loss: 0.9839, grad_norm: 18.7352 2020-08-12 06:05:41,600 - mmaction - INFO - Epoch [54][2280/2505] lr: 5.000e-06, eta: 5:29:07, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7719, top5_acc: 0.9094, loss_cls: 0.9471, loss: 0.9471, grad_norm: 18.5645 2020-08-12 06:06:18,747 - mmaction - INFO - Epoch [54][2300/2505] lr: 5.000e-06, eta: 5:28:28, time: 1.857, data_time: 0.000, memory: 8521, top1_acc: 0.7615, top5_acc: 0.8969, loss_cls: 0.9740, loss: 0.9740, grad_norm: 18.5041 2020-08-12 06:06:55,938 - mmaction - INFO - Epoch [54][2320/2505] lr: 5.000e-06, eta: 5:27:50, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7828, top5_acc: 0.9125, loss_cls: 0.8941, loss: 0.8941, grad_norm: 17.5562 2020-08-12 06:07:33,153 - mmaction - INFO - Epoch [54][2340/2505] lr: 5.000e-06, eta: 5:27:11, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7818, top5_acc: 0.9057, loss_cls: 0.9056, loss: 0.9056, grad_norm: 17.7129 2020-08-12 06:08:10,395 - mmaction - INFO - Epoch [54][2360/2505] lr: 5.000e-06, eta: 5:26:32, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7714, top5_acc: 0.9073, loss_cls: 0.9269, loss: 0.9269, grad_norm: 18.4451 2020-08-12 06:08:47,642 - mmaction - INFO - Epoch [54][2380/2505] lr: 5.000e-06, eta: 5:25:54, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7766, top5_acc: 0.9120, loss_cls: 0.8966, loss: 0.8966, grad_norm: 17.3203 2020-08-12 06:09:24,854 - mmaction - INFO - Epoch [54][2400/2505] lr: 5.000e-06, eta: 5:25:15, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7771, top5_acc: 0.9036, loss_cls: 0.9352, loss: 0.9352, grad_norm: 17.1303 2020-08-12 06:10:02,403 - mmaction - INFO - Epoch [54][2420/2505] lr: 5.000e-06, eta: 5:24:36, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.7714, top5_acc: 0.9130, loss_cls: 0.9218, loss: 0.9218, grad_norm: 18.0148 2020-08-12 06:10:39,892 - mmaction - INFO - Epoch [54][2440/2505] lr: 5.000e-06, eta: 5:23:58, time: 1.883, data_time: 0.017, memory: 8521, top1_acc: 0.7687, top5_acc: 0.9125, loss_cls: 0.9016, loss: 0.9016, grad_norm: 17.9767 2020-08-12 06:11:17,206 - mmaction - INFO - Epoch [54][2460/2505] lr: 5.000e-06, eta: 5:23:19, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7724, top5_acc: 0.9104, loss_cls: 0.9218, loss: 0.9218, grad_norm: 17.9752 2020-08-12 06:11:54,402 - mmaction - INFO - Epoch [54][2480/2505] lr: 5.000e-06, eta: 5:22:40, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7849, top5_acc: 0.9099, loss_cls: 0.9054, loss: 0.9054, grad_norm: 17.8610 2020-08-12 06:12:31,638 - mmaction - INFO - Epoch [54][2500/2505] lr: 5.000e-06, eta: 5:22:02, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7828, top5_acc: 0.9198, loss_cls: 0.8565, loss: 0.8565, grad_norm: 17.5632 2020-08-12 06:12:47,218 - mmaction - INFO - Saving checkpoint at 54 epochs 2020-08-12 06:14:20,509 - mmaction - INFO - Epoch [55][20/2505] lr: 5.000e-06, eta: 5:21:17, time: 4.563, data_time: 2.648, memory: 8521, top1_acc: 0.7557, top5_acc: 0.9063, loss_cls: 0.9715, loss: 0.9715, grad_norm: 18.0920 2020-08-12 06:14:58,749 - mmaction - INFO - Epoch [55][40/2505] lr: 5.000e-06, eta: 5:20:38, time: 1.912, data_time: 0.017, memory: 8521, top1_acc: 0.7568, top5_acc: 0.9057, loss_cls: 0.9715, loss: 0.9715, grad_norm: 18.7023 2020-08-12 06:15:36,788 - mmaction - INFO - Epoch [55][60/2505] lr: 5.000e-06, eta: 5:20:00, time: 1.902, data_time: 0.001, memory: 8521, top1_acc: 0.7526, top5_acc: 0.9031, loss_cls: 0.9730, loss: 0.9730, grad_norm: 18.6419 2020-08-12 06:16:14,689 - mmaction - INFO - Epoch [55][80/2505] lr: 5.000e-06, eta: 5:19:21, time: 1.895, data_time: 0.003, memory: 8521, top1_acc: 0.7750, top5_acc: 0.9177, loss_cls: 0.8759, loss: 0.8759, grad_norm: 17.7921 2020-08-12 06:16:52,386 - mmaction - INFO - Epoch [55][100/2505] lr: 5.000e-06, eta: 5:18:42, time: 1.885, data_time: 0.001, memory: 8521, top1_acc: 0.7620, top5_acc: 0.8984, loss_cls: 0.9929, loss: 0.9929, grad_norm: 18.7062 2020-08-12 06:17:29,923 - mmaction - INFO - Epoch [55][120/2505] lr: 5.000e-06, eta: 5:18:04, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.7661, top5_acc: 0.8948, loss_cls: 0.9770, loss: 0.9770, grad_norm: 18.0241 2020-08-12 06:18:07,638 - mmaction - INFO - Epoch [55][140/2505] lr: 5.000e-06, eta: 5:17:25, time: 1.886, data_time: 0.001, memory: 8521, top1_acc: 0.7844, top5_acc: 0.9083, loss_cls: 0.8738, loss: 0.8738, grad_norm: 17.2796 2020-08-12 06:18:45,326 - mmaction - INFO - Epoch [55][160/2505] lr: 5.000e-06, eta: 5:16:47, time: 1.884, data_time: 0.001, memory: 8521, top1_acc: 0.7734, top5_acc: 0.9063, loss_cls: 0.9316, loss: 0.9316, grad_norm: 18.1354 2020-08-12 06:19:22,830 - mmaction - INFO - Epoch [55][180/2505] lr: 5.000e-06, eta: 5:16:08, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.7771, top5_acc: 0.9089, loss_cls: 0.9113, loss: 0.9113, grad_norm: 17.4625 2020-08-12 06:20:00,232 - mmaction - INFO - Epoch [55][200/2505] lr: 5.000e-06, eta: 5:15:29, time: 1.870, data_time: 0.001, memory: 8521, top1_acc: 0.7740, top5_acc: 0.9068, loss_cls: 0.9323, loss: 0.9323, grad_norm: 17.3995 2020-08-12 06:20:38,424 - mmaction - INFO - Epoch [55][220/2505] lr: 5.000e-06, eta: 5:14:51, time: 1.910, data_time: 0.001, memory: 8521, top1_acc: 0.7594, top5_acc: 0.9078, loss_cls: 0.9480, loss: 0.9480, grad_norm: 17.7413 2020-08-12 06:21:16,302 - mmaction - INFO - Epoch [55][240/2505] lr: 5.000e-06, eta: 5:14:12, time: 1.894, data_time: 0.002, memory: 8521, top1_acc: 0.7750, top5_acc: 0.9115, loss_cls: 0.9300, loss: 0.9300, grad_norm: 18.1768 2020-08-12 06:21:53,855 - mmaction - INFO - Epoch [55][260/2505] lr: 5.000e-06, eta: 5:13:34, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.7786, top5_acc: 0.9068, loss_cls: 0.9010, loss: 0.9010, grad_norm: 17.9786 2020-08-12 06:22:31,352 - mmaction - INFO - Epoch [55][280/2505] lr: 5.000e-06, eta: 5:12:55, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.7667, top5_acc: 0.9083, loss_cls: 0.9329, loss: 0.9329, grad_norm: 18.3750 2020-08-12 06:23:08,709 - mmaction - INFO - Epoch [55][300/2505] lr: 5.000e-06, eta: 5:12:16, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7635, top5_acc: 0.9052, loss_cls: 0.9469, loss: 0.9469, grad_norm: 17.9925 2020-08-12 06:23:46,269 - mmaction - INFO - Epoch [55][320/2505] lr: 5.000e-06, eta: 5:11:38, time: 1.878, data_time: 0.001, memory: 8521, top1_acc: 0.7573, top5_acc: 0.8990, loss_cls: 0.9793, loss: 0.9793, grad_norm: 18.5474 2020-08-12 06:24:23,697 - mmaction - INFO - Epoch [55][340/2505] lr: 5.000e-06, eta: 5:10:59, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.7724, top5_acc: 0.9052, loss_cls: 0.9301, loss: 0.9301, grad_norm: 18.4447 2020-08-12 06:25:01,121 - mmaction - INFO - Epoch [55][360/2505] lr: 5.000e-06, eta: 5:10:20, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.7604, top5_acc: 0.9073, loss_cls: 0.9573, loss: 0.9573, grad_norm: 18.4489 2020-08-12 06:25:38,581 - mmaction - INFO - Epoch [55][380/2505] lr: 5.000e-06, eta: 5:09:42, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.7766, top5_acc: 0.9130, loss_cls: 0.8858, loss: 0.8858, grad_norm: 17.4767 2020-08-12 06:26:16,367 - mmaction - INFO - Epoch [55][400/2505] lr: 5.000e-06, eta: 5:09:03, time: 1.889, data_time: 0.004, memory: 8521, top1_acc: 0.7599, top5_acc: 0.8969, loss_cls: 0.9702, loss: 0.9702, grad_norm: 18.2218 2020-08-12 06:26:53,958 - mmaction - INFO - Epoch [55][420/2505] lr: 5.000e-06, eta: 5:08:24, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.7661, top5_acc: 0.9057, loss_cls: 0.9316, loss: 0.9316, grad_norm: 18.3237 2020-08-12 06:27:31,706 - mmaction - INFO - Epoch [55][440/2505] lr: 5.000e-06, eta: 5:07:46, time: 1.887, data_time: 0.001, memory: 8521, top1_acc: 0.7724, top5_acc: 0.9172, loss_cls: 0.9139, loss: 0.9139, grad_norm: 17.8406 2020-08-12 06:28:09,383 - mmaction - INFO - Epoch [55][460/2505] lr: 5.000e-06, eta: 5:07:07, time: 1.884, data_time: 0.001, memory: 8521, top1_acc: 0.7703, top5_acc: 0.9021, loss_cls: 0.9784, loss: 0.9784, grad_norm: 17.8808 2020-08-12 06:28:46,895 - mmaction - INFO - Epoch [55][480/2505] lr: 5.000e-06, eta: 5:06:29, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.7609, top5_acc: 0.9031, loss_cls: 0.9494, loss: 0.9494, grad_norm: 18.3502 2020-08-12 06:29:24,479 - mmaction - INFO - Epoch [55][500/2505] lr: 5.000e-06, eta: 5:05:50, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.7682, top5_acc: 0.9016, loss_cls: 0.9431, loss: 0.9431, grad_norm: 18.6049 2020-08-12 06:30:02,192 - mmaction - INFO - Epoch [55][520/2505] lr: 5.000e-06, eta: 5:05:11, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.7620, top5_acc: 0.8984, loss_cls: 0.9523, loss: 0.9523, grad_norm: 18.3124 2020-08-12 06:30:39,812 - mmaction - INFO - Epoch [55][540/2505] lr: 5.000e-06, eta: 5:04:33, time: 1.891, data_time: 0.016, memory: 8521, top1_acc: 0.7646, top5_acc: 0.8906, loss_cls: 0.9845, loss: 0.9845, grad_norm: 18.3649 2020-08-12 06:31:17,238 - mmaction - INFO - Epoch [55][560/2505] lr: 5.000e-06, eta: 5:03:54, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.7797, top5_acc: 0.9130, loss_cls: 0.8918, loss: 0.8918, grad_norm: 18.3515 2020-08-12 06:31:54,526 - mmaction - INFO - Epoch [55][580/2505] lr: 5.000e-06, eta: 5:03:16, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7563, top5_acc: 0.9130, loss_cls: 0.9586, loss: 0.9586, grad_norm: 18.7176 2020-08-12 06:32:32,050 - mmaction - INFO - Epoch [55][600/2505] lr: 5.000e-06, eta: 5:02:37, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.7812, top5_acc: 0.9146, loss_cls: 0.8779, loss: 0.8779, grad_norm: 18.1924 2020-08-12 06:33:09,638 - mmaction - INFO - Epoch [55][620/2505] lr: 5.000e-06, eta: 5:01:58, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.7641, top5_acc: 0.9063, loss_cls: 0.9171, loss: 0.9171, grad_norm: 18.5729 2020-08-12 06:33:47,510 - mmaction - INFO - Epoch [55][640/2505] lr: 5.000e-06, eta: 5:01:20, time: 1.894, data_time: 0.001, memory: 8521, top1_acc: 0.7703, top5_acc: 0.9172, loss_cls: 0.8782, loss: 0.8782, grad_norm: 18.3162 2020-08-12 06:34:24,996 - mmaction - INFO - Epoch [55][660/2505] lr: 5.000e-06, eta: 5:00:41, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.7766, top5_acc: 0.8969, loss_cls: 0.9295, loss: 0.9295, grad_norm: 18.0290 2020-08-12 06:35:02,212 - mmaction - INFO - Epoch [55][680/2505] lr: 5.000e-06, eta: 5:00:02, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7672, top5_acc: 0.9031, loss_cls: 0.9659, loss: 0.9659, grad_norm: 18.7911 2020-08-12 06:35:39,577 - mmaction - INFO - Epoch [55][700/2505] lr: 5.000e-06, eta: 4:59:24, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7620, top5_acc: 0.8990, loss_cls: 0.9859, loss: 0.9859, grad_norm: 19.0249 2020-08-12 06:36:17,012 - mmaction - INFO - Epoch [55][720/2505] lr: 5.000e-06, eta: 4:58:45, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.7635, top5_acc: 0.8917, loss_cls: 0.9777, loss: 0.9777, grad_norm: 18.2785 2020-08-12 06:36:54,231 - mmaction - INFO - Epoch [55][740/2505] lr: 5.000e-06, eta: 4:58:07, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7552, top5_acc: 0.9104, loss_cls: 0.9599, loss: 0.9599, grad_norm: 18.2239 2020-08-12 06:37:31,511 - mmaction - INFO - Epoch [55][760/2505] lr: 5.000e-06, eta: 4:57:28, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7672, top5_acc: 0.9031, loss_cls: 0.9571, loss: 0.9571, grad_norm: 17.9814 2020-08-12 06:38:08,865 - mmaction - INFO - Epoch [55][780/2505] lr: 5.000e-06, eta: 4:56:49, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7635, top5_acc: 0.9010, loss_cls: 0.9322, loss: 0.9322, grad_norm: 18.3336 2020-08-12 06:38:46,022 - mmaction - INFO - Epoch [55][800/2505] lr: 5.000e-06, eta: 4:56:11, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7755, top5_acc: 0.9104, loss_cls: 0.9315, loss: 0.9315, grad_norm: 18.1752 2020-08-12 06:39:23,293 - mmaction - INFO - Epoch [55][820/2505] lr: 5.000e-06, eta: 4:55:32, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7578, top5_acc: 0.8958, loss_cls: 0.9821, loss: 0.9821, grad_norm: 18.4500 2020-08-12 06:40:00,433 - mmaction - INFO - Epoch [55][840/2505] lr: 5.000e-06, eta: 4:54:53, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7688, top5_acc: 0.9052, loss_cls: 0.9508, loss: 0.9508, grad_norm: 17.5201 2020-08-12 06:40:37,815 - mmaction - INFO - Epoch [55][860/2505] lr: 5.000e-06, eta: 4:54:15, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.7599, top5_acc: 0.9005, loss_cls: 0.9682, loss: 0.9682, grad_norm: 18.2541 2020-08-12 06:41:15,001 - mmaction - INFO - Epoch [55][880/2505] lr: 5.000e-06, eta: 4:53:36, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7719, top5_acc: 0.9031, loss_cls: 0.9331, loss: 0.9331, grad_norm: 18.1390 2020-08-12 06:41:52,264 - mmaction - INFO - Epoch [55][900/2505] lr: 5.000e-06, eta: 4:52:57, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7750, top5_acc: 0.9078, loss_cls: 0.9236, loss: 0.9236, grad_norm: 17.8671 2020-08-12 06:42:29,466 - mmaction - INFO - Epoch [55][920/2505] lr: 5.000e-06, eta: 4:52:19, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7531, top5_acc: 0.9068, loss_cls: 0.9428, loss: 0.9428, grad_norm: 18.5759 2020-08-12 06:43:06,816 - mmaction - INFO - Epoch [55][940/2505] lr: 5.000e-06, eta: 4:51:40, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7573, top5_acc: 0.8943, loss_cls: 0.9616, loss: 0.9616, grad_norm: 18.3727 2020-08-12 06:43:44,054 - mmaction - INFO - Epoch [55][960/2505] lr: 5.000e-06, eta: 4:51:02, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7807, top5_acc: 0.9073, loss_cls: 0.9161, loss: 0.9161, grad_norm: 17.3283 2020-08-12 06:44:21,147 - mmaction - INFO - Epoch [55][980/2505] lr: 5.000e-06, eta: 4:50:23, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7734, top5_acc: 0.9042, loss_cls: 0.9023, loss: 0.9023, grad_norm: 17.7774 2020-08-12 06:44:58,508 - mmaction - INFO - Epoch [55][1000/2505] lr: 5.000e-06, eta: 4:49:44, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7792, top5_acc: 0.9141, loss_cls: 0.8795, loss: 0.8795, grad_norm: 17.5864 2020-08-12 06:45:35,930 - mmaction - INFO - Epoch [55][1020/2505] lr: 5.000e-06, eta: 4:49:06, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.7818, top5_acc: 0.9047, loss_cls: 0.9084, loss: 0.9084, grad_norm: 17.7261 2020-08-12 06:46:13,285 - mmaction - INFO - Epoch [55][1040/2505] lr: 5.000e-06, eta: 4:48:27, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7719, top5_acc: 0.9021, loss_cls: 0.9400, loss: 0.9400, grad_norm: 17.9650 2020-08-12 06:46:50,391 - mmaction - INFO - Epoch [55][1060/2505] lr: 5.000e-06, eta: 4:47:48, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7734, top5_acc: 0.9063, loss_cls: 0.9438, loss: 0.9438, grad_norm: 18.0246 2020-08-12 06:47:27,664 - mmaction - INFO - Epoch [55][1080/2505] lr: 5.000e-06, eta: 4:47:10, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7792, top5_acc: 0.9099, loss_cls: 0.8912, loss: 0.8912, grad_norm: 18.0203 2020-08-12 06:48:04,867 - mmaction - INFO - Epoch [55][1100/2505] lr: 5.000e-06, eta: 4:46:31, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7510, top5_acc: 0.8927, loss_cls: 1.0278, loss: 1.0278, grad_norm: 19.1172 2020-08-12 06:48:42,213 - mmaction - INFO - Epoch [55][1120/2505] lr: 5.000e-06, eta: 4:45:52, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7562, top5_acc: 0.9005, loss_cls: 0.9672, loss: 0.9672, grad_norm: 17.9016 2020-08-12 06:49:19,426 - mmaction - INFO - Epoch [55][1140/2505] lr: 5.000e-06, eta: 4:45:14, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7557, top5_acc: 0.8958, loss_cls: 1.0014, loss: 1.0014, grad_norm: 19.0398 2020-08-12 06:49:56,640 - mmaction - INFO - Epoch [55][1160/2505] lr: 5.000e-06, eta: 4:44:35, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7854, top5_acc: 0.9109, loss_cls: 0.8755, loss: 0.8755, grad_norm: 17.3555 2020-08-12 06:50:33,795 - mmaction - INFO - Epoch [55][1180/2505] lr: 5.000e-06, eta: 4:43:57, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7729, top5_acc: 0.9068, loss_cls: 0.8975, loss: 0.8975, grad_norm: 17.5695 2020-08-12 06:51:10,915 - mmaction - INFO - Epoch [55][1200/2505] lr: 5.000e-06, eta: 4:43:18, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7615, top5_acc: 0.9042, loss_cls: 0.9704, loss: 0.9704, grad_norm: 18.2039 2020-08-12 06:51:48,022 - mmaction - INFO - Epoch [55][1220/2505] lr: 5.000e-06, eta: 4:42:39, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7703, top5_acc: 0.9052, loss_cls: 0.9355, loss: 0.9355, grad_norm: 18.1061 2020-08-12 06:52:25,284 - mmaction - INFO - Epoch [55][1240/2505] lr: 5.000e-06, eta: 4:42:01, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7766, top5_acc: 0.9115, loss_cls: 0.9041, loss: 0.9041, grad_norm: 17.7035 2020-08-12 06:53:02,372 - mmaction - INFO - Epoch [55][1260/2505] lr: 5.000e-06, eta: 4:41:22, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7807, top5_acc: 0.9141, loss_cls: 0.9108, loss: 0.9108, grad_norm: 18.5241 2020-08-12 06:53:39,556 - mmaction - INFO - Epoch [55][1280/2505] lr: 5.000e-06, eta: 4:40:43, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7688, top5_acc: 0.8990, loss_cls: 0.9520, loss: 0.9520, grad_norm: 18.3129 2020-08-12 06:54:16,630 - mmaction - INFO - Epoch [55][1300/2505] lr: 5.000e-06, eta: 4:40:05, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.7630, top5_acc: 0.9057, loss_cls: 0.9303, loss: 0.9303, grad_norm: 18.5398 2020-08-12 06:54:53,791 - mmaction - INFO - Epoch [55][1320/2505] lr: 5.000e-06, eta: 4:39:26, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7750, top5_acc: 0.9130, loss_cls: 0.9038, loss: 0.9038, grad_norm: 18.0155 2020-08-12 06:55:30,965 - mmaction - INFO - Epoch [55][1340/2505] lr: 5.000e-06, eta: 4:38:48, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7807, top5_acc: 0.9068, loss_cls: 0.9081, loss: 0.9081, grad_norm: 17.6188 2020-08-12 06:56:08,145 - mmaction - INFO - Epoch [55][1360/2505] lr: 5.000e-06, eta: 4:38:09, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7516, top5_acc: 0.8984, loss_cls: 0.9945, loss: 0.9945, grad_norm: 18.6706 2020-08-12 06:56:45,343 - mmaction - INFO - Epoch [55][1380/2505] lr: 5.000e-06, eta: 4:37:30, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7630, top5_acc: 0.9073, loss_cls: 0.9300, loss: 0.9300, grad_norm: 18.2006 2020-08-12 06:57:22,470 - mmaction - INFO - Epoch [55][1400/2505] lr: 5.000e-06, eta: 4:36:52, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7594, top5_acc: 0.9000, loss_cls: 0.9884, loss: 0.9884, grad_norm: 18.0150 2020-08-12 06:57:59,615 - mmaction - INFO - Epoch [55][1420/2505] lr: 5.000e-06, eta: 4:36:13, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7656, top5_acc: 0.8953, loss_cls: 0.9858, loss: 0.9858, grad_norm: 18.4982 2020-08-12 06:58:36,909 - mmaction - INFO - Epoch [55][1440/2505] lr: 5.000e-06, eta: 4:35:34, time: 1.864, data_time: 0.000, memory: 8521, top1_acc: 0.7641, top5_acc: 0.9068, loss_cls: 0.9431, loss: 0.9431, grad_norm: 17.6339 2020-08-12 06:59:14,118 - mmaction - INFO - Epoch [55][1460/2505] lr: 5.000e-06, eta: 4:34:56, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7620, top5_acc: 0.8990, loss_cls: 0.9829, loss: 0.9829, grad_norm: 18.6224 2020-08-12 06:59:51,195 - mmaction - INFO - Epoch [55][1480/2505] lr: 5.000e-06, eta: 4:34:17, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.7620, top5_acc: 0.8901, loss_cls: 0.9758, loss: 0.9758, grad_norm: 17.6844 2020-08-12 07:00:30,305 - mmaction - INFO - Epoch [55][1500/2505] lr: 5.000e-06, eta: 4:33:39, time: 1.954, data_time: 0.005, memory: 8521, top1_acc: 0.7922, top5_acc: 0.9214, loss_cls: 0.8427, loss: 0.8427, grad_norm: 17.6020 2020-08-12 07:01:07,625 - mmaction - INFO - Epoch [55][1520/2505] lr: 5.000e-06, eta: 4:33:00, time: 1.867, data_time: 0.013, memory: 8521, top1_acc: 0.7823, top5_acc: 0.9052, loss_cls: 0.8895, loss: 0.8895, grad_norm: 17.1303 2020-08-12 07:01:44,860 - mmaction - INFO - Epoch [55][1540/2505] lr: 5.000e-06, eta: 4:32:21, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7693, top5_acc: 0.9214, loss_cls: 0.8952, loss: 0.8952, grad_norm: 17.4229 2020-08-12 07:02:21,945 - mmaction - INFO - Epoch [55][1560/2505] lr: 5.000e-06, eta: 4:31:43, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.7568, top5_acc: 0.9000, loss_cls: 0.9977, loss: 0.9977, grad_norm: 19.0442 2020-08-12 07:02:59,153 - mmaction - INFO - Epoch [55][1580/2505] lr: 5.000e-06, eta: 4:31:04, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7885, top5_acc: 0.9182, loss_cls: 0.8449, loss: 0.8449, grad_norm: 17.3887 2020-08-12 07:03:36,306 - mmaction - INFO - Epoch [55][1600/2505] lr: 5.000e-06, eta: 4:30:25, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7625, top5_acc: 0.9115, loss_cls: 0.9376, loss: 0.9376, grad_norm: 18.9873 2020-08-12 07:04:13,459 - mmaction - INFO - Epoch [55][1620/2505] lr: 5.000e-06, eta: 4:29:47, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7708, top5_acc: 0.9010, loss_cls: 0.9299, loss: 0.9299, grad_norm: 17.5809 2020-08-12 07:04:50,567 - mmaction - INFO - Epoch [55][1640/2505] lr: 5.000e-06, eta: 4:29:08, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7672, top5_acc: 0.9052, loss_cls: 0.9255, loss: 0.9255, grad_norm: 17.0820 2020-08-12 07:05:28,550 - mmaction - INFO - Epoch [55][1660/2505] lr: 5.000e-06, eta: 4:28:30, time: 1.899, data_time: 0.001, memory: 8521, top1_acc: 0.7490, top5_acc: 0.8958, loss_cls: 1.0415, loss: 1.0415, grad_norm: 19.3229 2020-08-12 07:06:05,730 - mmaction - INFO - Epoch [55][1680/2505] lr: 5.000e-06, eta: 4:27:51, time: 1.859, data_time: 0.003, memory: 8521, top1_acc: 0.7531, top5_acc: 0.8979, loss_cls: 0.9960, loss: 0.9960, grad_norm: 18.4623 2020-08-12 07:06:42,839 - mmaction - INFO - Epoch [55][1700/2505] lr: 5.000e-06, eta: 4:27:12, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7594, top5_acc: 0.8964, loss_cls: 0.9740, loss: 0.9740, grad_norm: 18.6966 2020-08-12 07:07:20,079 - mmaction - INFO - Epoch [55][1720/2505] lr: 5.000e-06, eta: 4:26:34, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7589, top5_acc: 0.8990, loss_cls: 0.9714, loss: 0.9714, grad_norm: 18.4691 2020-08-12 07:07:57,138 - mmaction - INFO - Epoch [55][1740/2505] lr: 5.000e-06, eta: 4:25:55, time: 1.853, data_time: 0.001, memory: 8521, top1_acc: 0.7818, top5_acc: 0.8995, loss_cls: 0.9263, loss: 0.9263, grad_norm: 17.5871 2020-08-12 07:08:34,232 - mmaction - INFO - Epoch [55][1760/2505] lr: 5.000e-06, eta: 4:25:17, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7703, top5_acc: 0.9036, loss_cls: 0.9469, loss: 0.9469, grad_norm: 18.7105 2020-08-12 07:09:11,399 - mmaction - INFO - Epoch [55][1780/2505] lr: 5.000e-06, eta: 4:24:38, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7854, top5_acc: 0.9172, loss_cls: 0.8558, loss: 0.8558, grad_norm: 17.3826 2020-08-12 07:09:49,589 - mmaction - INFO - Epoch [55][1800/2505] lr: 5.000e-06, eta: 4:23:59, time: 1.909, data_time: 0.001, memory: 8521, top1_acc: 0.7776, top5_acc: 0.9109, loss_cls: 0.9033, loss: 0.9033, grad_norm: 18.1034 2020-08-12 07:10:26,994 - mmaction - INFO - Epoch [55][1820/2505] lr: 5.000e-06, eta: 4:23:21, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.7828, top5_acc: 0.9130, loss_cls: 0.8833, loss: 0.8833, grad_norm: 17.6298 2020-08-12 07:11:04,329 - mmaction - INFO - Epoch [55][1840/2505] lr: 5.000e-06, eta: 4:22:42, time: 1.867, data_time: 0.002, memory: 8521, top1_acc: 0.7693, top5_acc: 0.9104, loss_cls: 0.9468, loss: 0.9468, grad_norm: 18.7442 2020-08-12 07:11:41,385 - mmaction - INFO - Epoch [55][1860/2505] lr: 5.000e-06, eta: 4:22:03, time: 1.852, data_time: 0.001, memory: 8521, top1_acc: 0.7615, top5_acc: 0.9042, loss_cls: 0.9898, loss: 0.9898, grad_norm: 18.2662 2020-08-12 07:12:18,476 - mmaction - INFO - Epoch [55][1880/2505] lr: 5.000e-06, eta: 4:21:25, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7693, top5_acc: 0.9047, loss_cls: 0.9473, loss: 0.9473, grad_norm: 17.9954 2020-08-12 07:12:55,690 - mmaction - INFO - Epoch [55][1900/2505] lr: 5.000e-06, eta: 4:20:46, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7729, top5_acc: 0.8990, loss_cls: 0.9243, loss: 0.9243, grad_norm: 17.9085 2020-08-12 07:13:32,879 - mmaction - INFO - Epoch [55][1920/2505] lr: 5.000e-06, eta: 4:20:08, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7745, top5_acc: 0.9130, loss_cls: 0.9006, loss: 0.9006, grad_norm: 17.9037 2020-08-12 07:14:10,071 - mmaction - INFO - Epoch [55][1940/2505] lr: 5.000e-06, eta: 4:19:29, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7734, top5_acc: 0.9156, loss_cls: 0.9007, loss: 0.9007, grad_norm: 18.2806 2020-08-12 07:14:47,327 - mmaction - INFO - Epoch [55][1960/2505] lr: 5.000e-06, eta: 4:18:50, time: 1.863, data_time: 0.002, memory: 8521, top1_acc: 0.7615, top5_acc: 0.9021, loss_cls: 0.9567, loss: 0.9567, grad_norm: 18.3811 2020-08-12 07:15:24,452 - mmaction - INFO - Epoch [55][1980/2505] lr: 5.000e-06, eta: 4:18:12, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7771, top5_acc: 0.9047, loss_cls: 0.9333, loss: 0.9333, grad_norm: 17.9078 2020-08-12 07:16:01,606 - mmaction - INFO - Epoch [55][2000/2505] lr: 5.000e-06, eta: 4:17:33, time: 1.858, data_time: 0.004, memory: 8521, top1_acc: 0.7698, top5_acc: 0.8922, loss_cls: 0.9743, loss: 0.9743, grad_norm: 18.3105 2020-08-12 07:16:38,683 - mmaction - INFO - Epoch [55][2020/2505] lr: 5.000e-06, eta: 4:16:55, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.7703, top5_acc: 0.9156, loss_cls: 0.9241, loss: 0.9241, grad_norm: 18.2572 2020-08-12 07:17:15,891 - mmaction - INFO - Epoch [55][2040/2505] lr: 5.000e-06, eta: 4:16:16, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7479, top5_acc: 0.8974, loss_cls: 1.0115, loss: 1.0115, grad_norm: 18.5906 2020-08-12 07:17:53,010 - mmaction - INFO - Epoch [55][2060/2505] lr: 5.000e-06, eta: 4:15:37, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7818, top5_acc: 0.9062, loss_cls: 0.8835, loss: 0.8835, grad_norm: 17.8523 2020-08-12 07:18:30,188 - mmaction - INFO - Epoch [55][2080/2505] lr: 5.000e-06, eta: 4:14:59, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7750, top5_acc: 0.9047, loss_cls: 0.9237, loss: 0.9237, grad_norm: 17.6776 2020-08-12 07:19:07,355 - mmaction - INFO - Epoch [55][2100/2505] lr: 5.000e-06, eta: 4:14:20, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7844, top5_acc: 0.9125, loss_cls: 0.8681, loss: 0.8681, grad_norm: 17.0284 2020-08-12 07:19:44,508 - mmaction - INFO - Epoch [55][2120/2505] lr: 5.000e-06, eta: 4:13:41, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7844, top5_acc: 0.9125, loss_cls: 0.8935, loss: 0.8935, grad_norm: 17.4212 2020-08-12 07:20:21,692 - mmaction - INFO - Epoch [55][2140/2505] lr: 5.000e-06, eta: 4:13:03, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7693, top5_acc: 0.9073, loss_cls: 0.9409, loss: 0.9409, grad_norm: 18.0459 2020-08-12 07:20:58,908 - mmaction - INFO - Epoch [55][2160/2505] lr: 5.000e-06, eta: 4:12:24, time: 1.861, data_time: 0.004, memory: 8521, top1_acc: 0.7740, top5_acc: 0.9010, loss_cls: 0.9515, loss: 0.9515, grad_norm: 18.6038 2020-08-12 07:21:36,137 - mmaction - INFO - Epoch [55][2180/2505] lr: 5.000e-06, eta: 4:11:46, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7688, top5_acc: 0.9063, loss_cls: 0.9231, loss: 0.9231, grad_norm: 17.8478 2020-08-12 07:22:13,203 - mmaction - INFO - Epoch [55][2200/2505] lr: 5.000e-06, eta: 4:11:07, time: 1.853, data_time: 0.001, memory: 8521, top1_acc: 0.7776, top5_acc: 0.9047, loss_cls: 0.9101, loss: 0.9101, grad_norm: 17.1726 2020-08-12 07:22:50,387 - mmaction - INFO - Epoch [55][2220/2505] lr: 5.000e-06, eta: 4:10:28, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7599, top5_acc: 0.9073, loss_cls: 0.9308, loss: 0.9308, grad_norm: 18.1016 2020-08-12 07:23:27,504 - mmaction - INFO - Epoch [55][2240/2505] lr: 5.000e-06, eta: 4:09:50, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7469, top5_acc: 0.8932, loss_cls: 0.9991, loss: 0.9991, grad_norm: 18.0910 2020-08-12 07:24:04,694 - mmaction - INFO - Epoch [55][2260/2505] lr: 5.000e-06, eta: 4:09:11, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7844, top5_acc: 0.9135, loss_cls: 0.8841, loss: 0.8841, grad_norm: 17.5979 2020-08-12 07:24:41,829 - mmaction - INFO - Epoch [55][2280/2505] lr: 5.000e-06, eta: 4:08:33, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7698, top5_acc: 0.9047, loss_cls: 0.9399, loss: 0.9399, grad_norm: 17.6229 2020-08-12 07:25:18,963 - mmaction - INFO - Epoch [55][2300/2505] lr: 5.000e-06, eta: 4:07:54, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7672, top5_acc: 0.8964, loss_cls: 0.9547, loss: 0.9547, grad_norm: 18.1213 2020-08-12 07:25:56,230 - mmaction - INFO - Epoch [55][2320/2505] lr: 5.000e-06, eta: 4:07:15, time: 1.863, data_time: 0.003, memory: 8521, top1_acc: 0.7646, top5_acc: 0.9042, loss_cls: 0.9417, loss: 0.9417, grad_norm: 18.5740 2020-08-12 07:26:33,477 - mmaction - INFO - Epoch [55][2340/2505] lr: 5.000e-06, eta: 4:06:37, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7578, top5_acc: 0.8990, loss_cls: 0.9657, loss: 0.9657, grad_norm: 18.2737 2020-08-12 07:27:10,540 - mmaction - INFO - Epoch [55][2360/2505] lr: 5.000e-06, eta: 4:05:58, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.7667, top5_acc: 0.9042, loss_cls: 0.9380, loss: 0.9380, grad_norm: 18.2073 2020-08-12 07:27:47,738 - mmaction - INFO - Epoch [55][2380/2505] lr: 5.000e-06, eta: 4:05:19, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7635, top5_acc: 0.9094, loss_cls: 0.9291, loss: 0.9291, grad_norm: 17.3510 2020-08-12 07:28:24,933 - mmaction - INFO - Epoch [55][2400/2505] lr: 5.000e-06, eta: 4:04:41, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7656, top5_acc: 0.9000, loss_cls: 0.9565, loss: 0.9565, grad_norm: 18.7771 2020-08-12 07:29:02,146 - mmaction - INFO - Epoch [55][2420/2505] lr: 5.000e-06, eta: 4:04:02, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7859, top5_acc: 0.9214, loss_cls: 0.8522, loss: 0.8522, grad_norm: 18.3000 2020-08-12 07:29:39,365 - mmaction - INFO - Epoch [55][2440/2505] lr: 5.000e-06, eta: 4:03:24, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7688, top5_acc: 0.9193, loss_cls: 0.9041, loss: 0.9041, grad_norm: 18.2769 2020-08-12 07:30:17,241 - mmaction - INFO - Epoch [55][2460/2505] lr: 5.000e-06, eta: 4:02:45, time: 1.891, data_time: 0.001, memory: 8521, top1_acc: 0.7766, top5_acc: 0.9083, loss_cls: 0.9206, loss: 0.9206, grad_norm: 17.9068 2020-08-12 07:30:54,374 - mmaction - INFO - Epoch [55][2480/2505] lr: 5.000e-06, eta: 4:02:06, time: 1.859, data_time: 0.004, memory: 8521, top1_acc: 0.7599, top5_acc: 0.8927, loss_cls: 0.9486, loss: 0.9486, grad_norm: 18.6652 2020-08-12 07:31:31,600 - mmaction - INFO - Epoch [55][2500/2505] lr: 5.000e-06, eta: 4:01:28, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7719, top5_acc: 0.9115, loss_cls: 0.9102, loss: 0.9102, grad_norm: 17.6984 2020-08-12 07:33:16,585 - mmaction - INFO - Epoch [56][20/2505] lr: 5.000e-06, eta: 4:00:42, time: 4.476, data_time: 2.555, memory: 8521, top1_acc: 0.7745, top5_acc: 0.9078, loss_cls: 0.8942, loss: 0.8942, grad_norm: 17.4166 2020-08-12 07:33:54,665 - mmaction - INFO - Epoch [56][40/2505] lr: 5.000e-06, eta: 4:00:03, time: 1.904, data_time: 0.006, memory: 8521, top1_acc: 0.7698, top5_acc: 0.9120, loss_cls: 0.9062, loss: 0.9062, grad_norm: 18.0443 2020-08-12 07:34:32,366 - mmaction - INFO - Epoch [56][60/2505] lr: 5.000e-06, eta: 3:59:25, time: 1.885, data_time: 0.001, memory: 8521, top1_acc: 0.7635, top5_acc: 0.9078, loss_cls: 0.9445, loss: 0.9445, grad_norm: 18.9493 2020-08-12 07:35:10,340 - mmaction - INFO - Epoch [56][80/2505] lr: 5.000e-06, eta: 3:58:46, time: 1.899, data_time: 0.001, memory: 8521, top1_acc: 0.7734, top5_acc: 0.9151, loss_cls: 0.8963, loss: 0.8963, grad_norm: 17.6907 2020-08-12 07:35:48,211 - mmaction - INFO - Epoch [56][100/2505] lr: 5.000e-06, eta: 3:58:08, time: 1.894, data_time: 0.001, memory: 8521, top1_acc: 0.7547, top5_acc: 0.9167, loss_cls: 0.9329, loss: 0.9329, grad_norm: 18.6716 2020-08-12 07:36:26,006 - mmaction - INFO - Epoch [56][120/2505] lr: 5.000e-06, eta: 3:57:29, time: 1.890, data_time: 0.001, memory: 8521, top1_acc: 0.7604, top5_acc: 0.9036, loss_cls: 0.9809, loss: 0.9809, grad_norm: 19.0634 2020-08-12 07:37:04,010 - mmaction - INFO - Epoch [56][140/2505] lr: 5.000e-06, eta: 3:56:51, time: 1.900, data_time: 0.001, memory: 8521, top1_acc: 0.7734, top5_acc: 0.8964, loss_cls: 0.9700, loss: 0.9700, grad_norm: 18.7908 2020-08-12 07:37:41,584 - mmaction - INFO - Epoch [56][160/2505] lr: 5.000e-06, eta: 3:56:12, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.7573, top5_acc: 0.8979, loss_cls: 0.9314, loss: 0.9314, grad_norm: 18.0880 2020-08-12 07:38:18,912 - mmaction - INFO - Epoch [56][180/2505] lr: 5.000e-06, eta: 3:55:33, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7526, top5_acc: 0.9016, loss_cls: 0.9820, loss: 0.9820, grad_norm: 18.1786 2020-08-12 07:38:56,487 - mmaction - INFO - Epoch [56][200/2505] lr: 5.000e-06, eta: 3:54:55, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.7833, top5_acc: 0.9193, loss_cls: 0.8638, loss: 0.8638, grad_norm: 17.8106 2020-08-12 07:39:33,826 - mmaction - INFO - Epoch [56][220/2505] lr: 5.000e-06, eta: 3:54:16, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7708, top5_acc: 0.9016, loss_cls: 0.9489, loss: 0.9489, grad_norm: 18.1592 2020-08-12 07:40:11,962 - mmaction - INFO - Epoch [56][240/2505] lr: 5.000e-06, eta: 3:53:38, time: 1.907, data_time: 0.001, memory: 8521, top1_acc: 0.7708, top5_acc: 0.9000, loss_cls: 0.9411, loss: 0.9411, grad_norm: 18.3187 2020-08-12 07:40:49,250 - mmaction - INFO - Epoch [56][260/2505] lr: 5.000e-06, eta: 3:52:59, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7714, top5_acc: 0.8969, loss_cls: 0.9613, loss: 0.9613, grad_norm: 18.2259 2020-08-12 07:41:26,762 - mmaction - INFO - Epoch [56][280/2505] lr: 5.000e-06, eta: 3:52:20, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.7625, top5_acc: 0.9052, loss_cls: 0.9223, loss: 0.9223, grad_norm: 18.1214 2020-08-12 07:42:04,340 - mmaction - INFO - Epoch [56][300/2505] lr: 5.000e-06, eta: 3:51:42, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.7641, top5_acc: 0.9031, loss_cls: 0.9566, loss: 0.9566, grad_norm: 18.0143 2020-08-12 07:42:41,933 - mmaction - INFO - Epoch [56][320/2505] lr: 5.000e-06, eta: 3:51:03, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.7760, top5_acc: 0.9036, loss_cls: 0.9067, loss: 0.9067, grad_norm: 18.0502 2020-08-12 07:43:19,508 - mmaction - INFO - Epoch [56][340/2505] lr: 5.000e-06, eta: 3:50:25, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.7734, top5_acc: 0.9083, loss_cls: 0.9248, loss: 0.9248, grad_norm: 18.5085 2020-08-12 07:43:56,839 - mmaction - INFO - Epoch [56][360/2505] lr: 5.000e-06, eta: 3:49:46, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7651, top5_acc: 0.9094, loss_cls: 0.9350, loss: 0.9350, grad_norm: 17.8592 2020-08-12 07:44:34,154 - mmaction - INFO - Epoch [56][380/2505] lr: 5.000e-06, eta: 3:49:07, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7682, top5_acc: 0.9141, loss_cls: 0.9183, loss: 0.9183, grad_norm: 17.9041 2020-08-12 07:45:11,649 - mmaction - INFO - Epoch [56][400/2505] lr: 5.000e-06, eta: 3:48:29, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.7760, top5_acc: 0.9057, loss_cls: 0.9123, loss: 0.9123, grad_norm: 18.1723 2020-08-12 07:45:49,144 - mmaction - INFO - Epoch [56][420/2505] lr: 5.000e-06, eta: 3:47:50, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.7661, top5_acc: 0.9083, loss_cls: 0.9225, loss: 0.9225, grad_norm: 18.3493 2020-08-12 07:46:26,573 - mmaction - INFO - Epoch [56][440/2505] lr: 5.000e-06, eta: 3:47:12, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.7583, top5_acc: 0.8958, loss_cls: 0.9739, loss: 0.9739, grad_norm: 18.1166 2020-08-12 07:47:04,104 - mmaction - INFO - Epoch [56][460/2505] lr: 5.000e-06, eta: 3:46:33, time: 1.877, data_time: 0.002, memory: 8521, top1_acc: 0.7740, top5_acc: 0.9109, loss_cls: 0.9071, loss: 0.9071, grad_norm: 18.4345 2020-08-12 07:47:41,675 - mmaction - INFO - Epoch [56][480/2505] lr: 5.000e-06, eta: 3:45:54, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.7714, top5_acc: 0.9016, loss_cls: 0.9369, loss: 0.9369, grad_norm: 17.4411 2020-08-12 07:48:19,075 - mmaction - INFO - Epoch [56][500/2505] lr: 5.000e-06, eta: 3:45:16, time: 1.869, data_time: 0.000, memory: 8521, top1_acc: 0.7604, top5_acc: 0.8953, loss_cls: 1.0160, loss: 1.0160, grad_norm: 17.5857 2020-08-12 07:48:56,729 - mmaction - INFO - Epoch [56][520/2505] lr: 5.000e-06, eta: 3:44:37, time: 1.883, data_time: 0.001, memory: 8521, top1_acc: 0.7693, top5_acc: 0.9094, loss_cls: 0.9426, loss: 0.9426, grad_norm: 18.4192 2020-08-12 07:49:34,305 - mmaction - INFO - Epoch [56][540/2505] lr: 5.000e-06, eta: 3:43:59, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.7656, top5_acc: 0.9083, loss_cls: 0.9550, loss: 0.9550, grad_norm: 18.6995 2020-08-12 07:50:11,732 - mmaction - INFO - Epoch [56][560/2505] lr: 5.000e-06, eta: 3:43:20, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.7578, top5_acc: 0.9094, loss_cls: 0.9359, loss: 0.9359, grad_norm: 18.4785 2020-08-12 07:50:49,179 - mmaction - INFO - Epoch [56][580/2505] lr: 5.000e-06, eta: 3:42:42, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.7510, top5_acc: 0.8969, loss_cls: 0.9847, loss: 0.9847, grad_norm: 18.7739 2020-08-12 07:51:26,769 - mmaction - INFO - Epoch [56][600/2505] lr: 5.000e-06, eta: 3:42:03, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.7547, top5_acc: 0.9062, loss_cls: 0.9831, loss: 0.9831, grad_norm: 18.2541 2020-08-12 07:52:04,200 - mmaction - INFO - Epoch [56][620/2505] lr: 5.000e-06, eta: 3:41:24, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.7625, top5_acc: 0.9052, loss_cls: 0.9617, loss: 0.9617, grad_norm: 18.1961 2020-08-12 07:52:41,732 - mmaction - INFO - Epoch [56][640/2505] lr: 5.000e-06, eta: 3:40:46, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.7682, top5_acc: 0.9104, loss_cls: 0.9326, loss: 0.9326, grad_norm: 18.7679 2020-08-12 07:53:19,309 - mmaction - INFO - Epoch [56][660/2505] lr: 5.000e-06, eta: 3:40:07, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.7786, top5_acc: 0.8979, loss_cls: 0.9283, loss: 0.9283, grad_norm: 17.8879 2020-08-12 07:53:56,439 - mmaction - INFO - Epoch [56][680/2505] lr: 5.000e-06, eta: 3:39:29, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7625, top5_acc: 0.9005, loss_cls: 0.9497, loss: 0.9497, grad_norm: 18.6980 2020-08-12 07:54:33,658 - mmaction - INFO - Epoch [56][700/2505] lr: 5.000e-06, eta: 3:38:50, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7698, top5_acc: 0.9156, loss_cls: 0.8809, loss: 0.8809, grad_norm: 17.6083 2020-08-12 07:55:10,990 - mmaction - INFO - Epoch [56][720/2505] lr: 5.000e-06, eta: 3:38:11, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7839, top5_acc: 0.9099, loss_cls: 0.8900, loss: 0.8900, grad_norm: 18.1786 2020-08-12 07:55:48,444 - mmaction - INFO - Epoch [56][740/2505] lr: 5.000e-06, eta: 3:37:33, time: 1.873, data_time: 0.002, memory: 8521, top1_acc: 0.7896, top5_acc: 0.9224, loss_cls: 0.8291, loss: 0.8291, grad_norm: 17.5004 2020-08-12 07:56:25,703 - mmaction - INFO - Epoch [56][760/2505] lr: 5.000e-06, eta: 3:36:54, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7661, top5_acc: 0.9146, loss_cls: 0.9094, loss: 0.9094, grad_norm: 18.5046 2020-08-12 07:57:02,823 - mmaction - INFO - Epoch [56][780/2505] lr: 5.000e-06, eta: 3:36:16, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7620, top5_acc: 0.8964, loss_cls: 0.9771, loss: 0.9771, grad_norm: 18.4873 2020-08-12 07:57:39,997 - mmaction - INFO - Epoch [56][800/2505] lr: 5.000e-06, eta: 3:35:37, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7687, top5_acc: 0.9104, loss_cls: 0.9295, loss: 0.9295, grad_norm: 17.8822 2020-08-12 07:58:17,074 - mmaction - INFO - Epoch [56][820/2505] lr: 5.000e-06, eta: 3:34:58, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.7823, top5_acc: 0.9151, loss_cls: 0.8951, loss: 0.8951, grad_norm: 17.9051 2020-08-12 07:58:54,506 - mmaction - INFO - Epoch [56][840/2505] lr: 5.000e-06, eta: 3:34:20, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.7927, top5_acc: 0.9156, loss_cls: 0.8698, loss: 0.8698, grad_norm: 16.7711 2020-08-12 07:59:31,607 - mmaction - INFO - Epoch [56][860/2505] lr: 5.000e-06, eta: 3:33:41, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7693, top5_acc: 0.9073, loss_cls: 0.9221, loss: 0.9221, grad_norm: 18.2735 2020-08-12 08:00:11,323 - mmaction - INFO - Epoch [56][880/2505] lr: 5.000e-06, eta: 3:33:03, time: 1.984, data_time: 0.005, memory: 8521, top1_acc: 0.7495, top5_acc: 0.8984, loss_cls: 0.9942, loss: 0.9942, grad_norm: 19.5496 2020-08-12 08:00:48,669 - mmaction - INFO - Epoch [56][900/2505] lr: 5.000e-06, eta: 3:32:24, time: 1.869, data_time: 0.011, memory: 8521, top1_acc: 0.7745, top5_acc: 0.9104, loss_cls: 0.8793, loss: 0.8793, grad_norm: 18.2165 2020-08-12 08:01:25,819 - mmaction - INFO - Epoch [56][920/2505] lr: 5.000e-06, eta: 3:31:46, time: 1.857, data_time: 0.002, memory: 8521, top1_acc: 0.7693, top5_acc: 0.9130, loss_cls: 0.9134, loss: 0.9134, grad_norm: 18.7851 2020-08-12 08:02:03,016 - mmaction - INFO - Epoch [56][940/2505] lr: 5.000e-06, eta: 3:31:07, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7552, top5_acc: 0.9099, loss_cls: 0.9705, loss: 0.9705, grad_norm: 18.9539 2020-08-12 08:02:40,221 - mmaction - INFO - Epoch [56][960/2505] lr: 5.000e-06, eta: 3:30:28, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7656, top5_acc: 0.8938, loss_cls: 0.9780, loss: 0.9780, grad_norm: 18.4660 2020-08-12 08:03:17,441 - mmaction - INFO - Epoch [56][980/2505] lr: 5.000e-06, eta: 3:29:50, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7651, top5_acc: 0.9036, loss_cls: 0.9714, loss: 0.9714, grad_norm: 18.5818 2020-08-12 08:03:54,536 - mmaction - INFO - Epoch [56][1000/2505] lr: 5.000e-06, eta: 3:29:11, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7599, top5_acc: 0.8979, loss_cls: 0.9901, loss: 0.9901, grad_norm: 18.3754 2020-08-12 08:04:31,674 - mmaction - INFO - Epoch [56][1020/2505] lr: 5.000e-06, eta: 3:28:33, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7740, top5_acc: 0.9135, loss_cls: 0.8974, loss: 0.8974, grad_norm: 18.3220 2020-08-12 08:05:10,390 - mmaction - INFO - Epoch [56][1040/2505] lr: 5.000e-06, eta: 3:27:54, time: 1.934, data_time: 0.001, memory: 8521, top1_acc: 0.7823, top5_acc: 0.9083, loss_cls: 0.8752, loss: 0.8752, grad_norm: 17.7586 2020-08-12 08:05:47,588 - mmaction - INFO - Epoch [56][1060/2505] lr: 5.000e-06, eta: 3:27:15, time: 1.862, data_time: 0.004, memory: 8521, top1_acc: 0.7667, top5_acc: 0.9073, loss_cls: 0.9199, loss: 0.9199, grad_norm: 18.7343 2020-08-12 08:06:24,753 - mmaction - INFO - Epoch [56][1080/2505] lr: 5.000e-06, eta: 3:26:37, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7599, top5_acc: 0.8938, loss_cls: 0.9908, loss: 0.9908, grad_norm: 18.7946 2020-08-12 08:07:01,956 - mmaction - INFO - Epoch [56][1100/2505] lr: 5.000e-06, eta: 3:25:58, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7615, top5_acc: 0.9073, loss_cls: 0.9794, loss: 0.9794, grad_norm: 19.0423 2020-08-12 08:07:39,048 - mmaction - INFO - Epoch [56][1120/2505] lr: 5.000e-06, eta: 3:25:20, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7474, top5_acc: 0.8958, loss_cls: 1.0177, loss: 1.0177, grad_norm: 19.0765 2020-08-12 08:08:16,196 - mmaction - INFO - Epoch [56][1140/2505] lr: 5.000e-06, eta: 3:24:41, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7828, top5_acc: 0.9057, loss_cls: 0.8912, loss: 0.8912, grad_norm: 17.7113 2020-08-12 08:08:53,315 - mmaction - INFO - Epoch [56][1160/2505] lr: 5.000e-06, eta: 3:24:03, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7724, top5_acc: 0.9115, loss_cls: 0.8990, loss: 0.8990, grad_norm: 18.3422 2020-08-12 08:09:30,524 - mmaction - INFO - Epoch [56][1180/2505] lr: 5.000e-06, eta: 3:23:24, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7813, top5_acc: 0.9094, loss_cls: 0.9112, loss: 0.9112, grad_norm: 18.0252 2020-08-12 08:10:07,568 - mmaction - INFO - Epoch [56][1200/2505] lr: 5.000e-06, eta: 3:22:45, time: 1.852, data_time: 0.001, memory: 8521, top1_acc: 0.7651, top5_acc: 0.9031, loss_cls: 0.9403, loss: 0.9403, grad_norm: 18.5802 2020-08-12 08:10:44,850 - mmaction - INFO - Epoch [56][1220/2505] lr: 5.000e-06, eta: 3:22:07, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7745, top5_acc: 0.9125, loss_cls: 0.9049, loss: 0.9049, grad_norm: 17.8353 2020-08-12 08:11:21,992 - mmaction - INFO - Epoch [56][1240/2505] lr: 5.000e-06, eta: 3:21:28, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7823, top5_acc: 0.9125, loss_cls: 0.8721, loss: 0.8721, grad_norm: 17.4515 2020-08-12 08:11:59,239 - mmaction - INFO - Epoch [56][1260/2505] lr: 5.000e-06, eta: 3:20:50, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7682, top5_acc: 0.9016, loss_cls: 0.9446, loss: 0.9446, grad_norm: 18.1863 2020-08-12 08:12:36,397 - mmaction - INFO - Epoch [56][1280/2505] lr: 5.000e-06, eta: 3:20:11, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7781, top5_acc: 0.9078, loss_cls: 0.9144, loss: 0.9144, grad_norm: 17.9966 2020-08-12 08:13:13,589 - mmaction - INFO - Epoch [56][1300/2505] lr: 5.000e-06, eta: 3:19:32, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7781, top5_acc: 0.9057, loss_cls: 0.8858, loss: 0.8858, grad_norm: 17.4093 2020-08-12 08:13:51,547 - mmaction - INFO - Epoch [56][1320/2505] lr: 5.000e-06, eta: 3:18:54, time: 1.898, data_time: 0.001, memory: 8521, top1_acc: 0.7677, top5_acc: 0.9073, loss_cls: 0.9344, loss: 0.9344, grad_norm: 18.3792 2020-08-12 08:14:28,745 - mmaction - INFO - Epoch [56][1340/2505] lr: 5.000e-06, eta: 3:18:15, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7708, top5_acc: 0.8990, loss_cls: 0.9198, loss: 0.9198, grad_norm: 18.5471 2020-08-12 08:15:06,026 - mmaction - INFO - Epoch [56][1360/2505] lr: 5.000e-06, eta: 3:17:37, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7656, top5_acc: 0.8964, loss_cls: 0.9814, loss: 0.9814, grad_norm: 19.1961 2020-08-12 08:15:43,187 - mmaction - INFO - Epoch [56][1380/2505] lr: 5.000e-06, eta: 3:16:58, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7755, top5_acc: 0.9042, loss_cls: 0.9274, loss: 0.9274, grad_norm: 17.9349 2020-08-12 08:16:20,321 - mmaction - INFO - Epoch [56][1400/2505] lr: 5.000e-06, eta: 3:16:19, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7599, top5_acc: 0.9010, loss_cls: 0.9650, loss: 0.9650, grad_norm: 18.3006 2020-08-12 08:16:57,547 - mmaction - INFO - Epoch [56][1420/2505] lr: 5.000e-06, eta: 3:15:41, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7792, top5_acc: 0.9135, loss_cls: 0.8776, loss: 0.8776, grad_norm: 17.4696 2020-08-12 08:17:34,757 - mmaction - INFO - Epoch [56][1440/2505] lr: 5.000e-06, eta: 3:15:02, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7687, top5_acc: 0.9109, loss_cls: 0.9098, loss: 0.9098, grad_norm: 18.5328 2020-08-12 08:18:11,883 - mmaction - INFO - Epoch [56][1460/2505] lr: 5.000e-06, eta: 3:14:24, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7672, top5_acc: 0.9073, loss_cls: 0.9528, loss: 0.9528, grad_norm: 18.5226 2020-08-12 08:18:49,137 - mmaction - INFO - Epoch [56][1480/2505] lr: 5.000e-06, eta: 3:13:45, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7729, top5_acc: 0.9135, loss_cls: 0.8788, loss: 0.8788, grad_norm: 17.2366 2020-08-12 08:19:26,282 - mmaction - INFO - Epoch [56][1500/2505] lr: 5.000e-06, eta: 3:13:07, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7526, top5_acc: 0.8958, loss_cls: 0.9941, loss: 0.9941, grad_norm: 18.6973 2020-08-12 08:20:03,344 - mmaction - INFO - Epoch [56][1520/2505] lr: 5.000e-06, eta: 3:12:28, time: 1.853, data_time: 0.001, memory: 8521, top1_acc: 0.7547, top5_acc: 0.9026, loss_cls: 0.9877, loss: 0.9877, grad_norm: 18.7970 2020-08-12 08:20:40,496 - mmaction - INFO - Epoch [56][1540/2505] lr: 5.000e-06, eta: 3:11:49, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7661, top5_acc: 0.9141, loss_cls: 0.9099, loss: 0.9099, grad_norm: 17.7755 2020-08-12 08:21:17,687 - mmaction - INFO - Epoch [56][1560/2505] lr: 5.000e-06, eta: 3:11:11, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7724, top5_acc: 0.8995, loss_cls: 0.9370, loss: 0.9370, grad_norm: 18.2949 2020-08-12 08:21:54,834 - mmaction - INFO - Epoch [56][1580/2505] lr: 5.000e-06, eta: 3:10:32, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7964, top5_acc: 0.9193, loss_cls: 0.8642, loss: 0.8642, grad_norm: 17.5508 2020-08-12 08:22:32,016 - mmaction - INFO - Epoch [56][1600/2505] lr: 5.000e-06, eta: 3:09:54, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7682, top5_acc: 0.9036, loss_cls: 0.9588, loss: 0.9588, grad_norm: 18.7003 2020-08-12 08:23:09,268 - mmaction - INFO - Epoch [56][1620/2505] lr: 5.000e-06, eta: 3:09:15, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7729, top5_acc: 0.9063, loss_cls: 0.9416, loss: 0.9416, grad_norm: 18.0258 2020-08-12 08:23:46,486 - mmaction - INFO - Epoch [56][1640/2505] lr: 5.000e-06, eta: 3:08:36, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7724, top5_acc: 0.9151, loss_cls: 0.9224, loss: 0.9224, grad_norm: 18.0989 2020-08-12 08:24:23,871 - mmaction - INFO - Epoch [56][1660/2505] lr: 5.000e-06, eta: 3:07:58, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.7630, top5_acc: 0.9010, loss_cls: 0.9686, loss: 0.9686, grad_norm: 18.9375 2020-08-12 08:25:01,168 - mmaction - INFO - Epoch [56][1680/2505] lr: 5.000e-06, eta: 3:07:19, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7594, top5_acc: 0.9057, loss_cls: 0.9464, loss: 0.9464, grad_norm: 18.7024 2020-08-12 08:25:38,403 - mmaction - INFO - Epoch [56][1700/2505] lr: 5.000e-06, eta: 3:06:41, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7630, top5_acc: 0.9021, loss_cls: 0.9530, loss: 0.9530, grad_norm: 18.4634 2020-08-12 08:26:15,572 - mmaction - INFO - Epoch [56][1720/2505] lr: 5.000e-06, eta: 3:06:02, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7797, top5_acc: 0.9198, loss_cls: 0.8662, loss: 0.8662, grad_norm: 18.0877 2020-08-12 08:26:52,696 - mmaction - INFO - Epoch [56][1740/2505] lr: 5.000e-06, eta: 3:05:24, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7661, top5_acc: 0.8953, loss_cls: 0.9850, loss: 0.9850, grad_norm: 18.5828 2020-08-12 08:27:29,868 - mmaction - INFO - Epoch [56][1760/2505] lr: 5.000e-06, eta: 3:04:45, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7656, top5_acc: 0.9047, loss_cls: 0.9478, loss: 0.9478, grad_norm: 18.1182 2020-08-12 08:28:07,056 - mmaction - INFO - Epoch [56][1780/2505] lr: 5.000e-06, eta: 3:04:06, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7724, top5_acc: 0.9089, loss_cls: 0.9093, loss: 0.9093, grad_norm: 18.2647 2020-08-12 08:28:44,224 - mmaction - INFO - Epoch [56][1800/2505] lr: 5.000e-06, eta: 3:03:28, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7682, top5_acc: 0.9036, loss_cls: 0.9308, loss: 0.9308, grad_norm: 18.4248 2020-08-12 08:29:21,455 - mmaction - INFO - Epoch [56][1820/2505] lr: 5.000e-06, eta: 3:02:49, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7802, top5_acc: 0.9115, loss_cls: 0.8712, loss: 0.8712, grad_norm: 18.5591 2020-08-12 08:29:58,574 - mmaction - INFO - Epoch [56][1840/2505] lr: 5.000e-06, eta: 3:02:11, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7568, top5_acc: 0.9031, loss_cls: 0.9821, loss: 0.9821, grad_norm: 18.9257 2020-08-12 08:30:35,741 - mmaction - INFO - Epoch [56][1860/2505] lr: 5.000e-06, eta: 3:01:32, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7635, top5_acc: 0.9057, loss_cls: 0.9660, loss: 0.9660, grad_norm: 18.4300 2020-08-12 08:31:12,949 - mmaction - INFO - Epoch [56][1880/2505] lr: 5.000e-06, eta: 3:00:53, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7594, top5_acc: 0.9000, loss_cls: 0.9745, loss: 0.9745, grad_norm: 18.6585 2020-08-12 08:31:50,096 - mmaction - INFO - Epoch [56][1900/2505] lr: 5.000e-06, eta: 3:00:15, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7641, top5_acc: 0.9021, loss_cls: 0.9805, loss: 0.9805, grad_norm: 18.2203 2020-08-12 08:32:27,216 - mmaction - INFO - Epoch [56][1920/2505] lr: 5.000e-06, eta: 2:59:36, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7557, top5_acc: 0.9010, loss_cls: 0.9563, loss: 0.9563, grad_norm: 18.3498 2020-08-12 08:33:04,331 - mmaction - INFO - Epoch [56][1940/2505] lr: 5.000e-06, eta: 2:58:58, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7781, top5_acc: 0.9068, loss_cls: 0.9167, loss: 0.9167, grad_norm: 17.9431 2020-08-12 08:33:41,580 - mmaction - INFO - Epoch [56][1960/2505] lr: 5.000e-06, eta: 2:58:19, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7813, top5_acc: 0.9099, loss_cls: 0.9054, loss: 0.9054, grad_norm: 17.6858 2020-08-12 08:34:18,641 - mmaction - INFO - Epoch [56][1980/2505] lr: 5.000e-06, eta: 2:57:41, time: 1.853, data_time: 0.001, memory: 8521, top1_acc: 0.7521, top5_acc: 0.8969, loss_cls: 0.9820, loss: 0.9820, grad_norm: 18.0398 2020-08-12 08:34:55,845 - mmaction - INFO - Epoch [56][2000/2505] lr: 5.000e-06, eta: 2:57:02, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7667, top5_acc: 0.8990, loss_cls: 0.9635, loss: 0.9635, grad_norm: 19.1627 2020-08-12 08:35:32,903 - mmaction - INFO - Epoch [56][2020/2505] lr: 5.000e-06, eta: 2:56:23, time: 1.853, data_time: 0.001, memory: 8521, top1_acc: 0.7625, top5_acc: 0.8995, loss_cls: 0.9709, loss: 0.9709, grad_norm: 17.5427 2020-08-12 08:36:10,060 - mmaction - INFO - Epoch [56][2040/2505] lr: 5.000e-06, eta: 2:55:45, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7651, top5_acc: 0.8911, loss_cls: 0.9753, loss: 0.9753, grad_norm: 18.0419 2020-08-12 08:36:47,171 - mmaction - INFO - Epoch [56][2060/2505] lr: 5.000e-06, eta: 2:55:06, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7828, top5_acc: 0.9125, loss_cls: 0.8702, loss: 0.8702, grad_norm: 17.5924 2020-08-12 08:37:24,326 - mmaction - INFO - Epoch [56][2080/2505] lr: 5.000e-06, eta: 2:54:28, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7672, top5_acc: 0.9089, loss_cls: 0.9235, loss: 0.9235, grad_norm: 18.2965 2020-08-12 08:38:01,432 - mmaction - INFO - Epoch [56][2100/2505] lr: 5.000e-06, eta: 2:53:49, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7693, top5_acc: 0.9042, loss_cls: 0.9311, loss: 0.9311, grad_norm: 17.8098 2020-08-12 08:38:38,661 - mmaction - INFO - Epoch [56][2120/2505] lr: 5.000e-06, eta: 2:53:11, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7620, top5_acc: 0.9010, loss_cls: 0.9594, loss: 0.9594, grad_norm: 18.1909 2020-08-12 08:39:15,810 - mmaction - INFO - Epoch [56][2140/2505] lr: 5.000e-06, eta: 2:52:32, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7729, top5_acc: 0.9083, loss_cls: 0.9252, loss: 0.9252, grad_norm: 18.0358 2020-08-12 08:39:52,913 - mmaction - INFO - Epoch [56][2160/2505] lr: 5.000e-06, eta: 2:51:53, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7604, top5_acc: 0.9036, loss_cls: 0.9308, loss: 0.9308, grad_norm: 18.7512 2020-08-12 08:40:30,009 - mmaction - INFO - Epoch [56][2180/2505] lr: 5.000e-06, eta: 2:51:15, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7786, top5_acc: 0.8984, loss_cls: 0.9500, loss: 0.9500, grad_norm: 18.0189 2020-08-12 08:41:07,088 - mmaction - INFO - Epoch [56][2200/2505] lr: 5.000e-06, eta: 2:50:36, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.7693, top5_acc: 0.9104, loss_cls: 0.9356, loss: 0.9356, grad_norm: 18.3531 2020-08-12 08:41:44,222 - mmaction - INFO - Epoch [56][2220/2505] lr: 5.000e-06, eta: 2:49:58, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7609, top5_acc: 0.8979, loss_cls: 0.9782, loss: 0.9782, grad_norm: 18.5464 2020-08-12 08:42:21,400 - mmaction - INFO - Epoch [56][2240/2505] lr: 5.000e-06, eta: 2:49:19, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7703, top5_acc: 0.9099, loss_cls: 0.8966, loss: 0.8966, grad_norm: 17.2639 2020-08-12 08:42:58,512 - mmaction - INFO - Epoch [56][2260/2505] lr: 5.000e-06, eta: 2:48:41, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7661, top5_acc: 0.9083, loss_cls: 0.9238, loss: 0.9238, grad_norm: 17.8267 2020-08-12 08:43:35,686 - mmaction - INFO - Epoch [56][2280/2505] lr: 5.000e-06, eta: 2:48:02, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7542, top5_acc: 0.9099, loss_cls: 0.9687, loss: 0.9687, grad_norm: 18.9715 2020-08-12 08:44:12,919 - mmaction - INFO - Epoch [56][2300/2505] lr: 5.000e-06, eta: 2:47:23, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7552, top5_acc: 0.9068, loss_cls: 0.9397, loss: 0.9397, grad_norm: 18.3538 2020-08-12 08:44:50,007 - mmaction - INFO - Epoch [56][2320/2505] lr: 5.000e-06, eta: 2:46:45, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.7693, top5_acc: 0.9000, loss_cls: 0.9368, loss: 0.9368, grad_norm: 17.5428 2020-08-12 08:45:27,223 - mmaction - INFO - Epoch [56][2340/2505] lr: 5.000e-06, eta: 2:46:06, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7865, top5_acc: 0.9172, loss_cls: 0.8720, loss: 0.8720, grad_norm: 17.4950 2020-08-12 08:46:04,349 - mmaction - INFO - Epoch [56][2360/2505] lr: 5.000e-06, eta: 2:45:28, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7688, top5_acc: 0.9161, loss_cls: 0.8714, loss: 0.8714, grad_norm: 17.8025 2020-08-12 08:46:41,500 - mmaction - INFO - Epoch [56][2380/2505] lr: 5.000e-06, eta: 2:44:49, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7542, top5_acc: 0.8990, loss_cls: 0.9841, loss: 0.9841, grad_norm: 18.8849 2020-08-12 08:47:18,600 - mmaction - INFO - Epoch [56][2400/2505] lr: 5.000e-06, eta: 2:44:11, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7776, top5_acc: 0.9104, loss_cls: 0.8941, loss: 0.8941, grad_norm: 17.9365 2020-08-12 08:47:55,715 - mmaction - INFO - Epoch [56][2420/2505] lr: 5.000e-06, eta: 2:43:32, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7776, top5_acc: 0.9115, loss_cls: 0.9345, loss: 0.9345, grad_norm: 18.5940 2020-08-12 08:48:33,023 - mmaction - INFO - Epoch [56][2440/2505] lr: 5.000e-06, eta: 2:42:53, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7677, top5_acc: 0.9130, loss_cls: 0.9341, loss: 0.9341, grad_norm: 18.2670 2020-08-12 08:49:10,099 - mmaction - INFO - Epoch [56][2460/2505] lr: 5.000e-06, eta: 2:42:15, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.7818, top5_acc: 0.9115, loss_cls: 0.8822, loss: 0.8822, grad_norm: 17.0831 2020-08-12 08:49:47,344 - mmaction - INFO - Epoch [56][2480/2505] lr: 5.000e-06, eta: 2:41:36, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7724, top5_acc: 0.9073, loss_cls: 0.8865, loss: 0.8865, grad_norm: 18.0264 2020-08-12 08:50:24,581 - mmaction - INFO - Epoch [56][2500/2505] lr: 5.000e-06, eta: 2:40:58, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7667, top5_acc: 0.9094, loss_cls: 0.9541, loss: 0.9541, grad_norm: 18.5005 2020-08-12 08:50:39,983 - mmaction - INFO - Saving checkpoint at 56 epochs 2020-08-12 08:52:09,971 - mmaction - INFO - Epoch [57][20/2505] lr: 5.000e-06, eta: 2:40:11, time: 4.410, data_time: 2.464, memory: 8521, top1_acc: 0.7812, top5_acc: 0.9156, loss_cls: 0.8706, loss: 0.8706, grad_norm: 17.5575 2020-08-12 08:52:48,055 - mmaction - INFO - Epoch [57][40/2505] lr: 5.000e-06, eta: 2:39:32, time: 1.904, data_time: 0.008, memory: 8521, top1_acc: 0.7797, top5_acc: 0.9078, loss_cls: 0.8925, loss: 0.8925, grad_norm: 17.5501 2020-08-12 08:53:26,087 - mmaction - INFO - Epoch [57][60/2505] lr: 5.000e-06, eta: 2:38:54, time: 1.901, data_time: 0.001, memory: 8521, top1_acc: 0.7839, top5_acc: 0.9099, loss_cls: 0.8912, loss: 0.8912, grad_norm: 17.5044 2020-08-12 08:54:04,067 - mmaction - INFO - Epoch [57][80/2505] lr: 5.000e-06, eta: 2:38:15, time: 1.899, data_time: 0.001, memory: 8521, top1_acc: 0.7708, top5_acc: 0.9057, loss_cls: 0.9258, loss: 0.9258, grad_norm: 18.9297 2020-08-12 08:54:41,782 - mmaction - INFO - Epoch [57][100/2505] lr: 5.000e-06, eta: 2:37:37, time: 1.886, data_time: 0.001, memory: 8521, top1_acc: 0.7755, top5_acc: 0.9073, loss_cls: 0.9259, loss: 0.9259, grad_norm: 18.0259 2020-08-12 08:55:19,814 - mmaction - INFO - Epoch [57][120/2505] lr: 5.000e-06, eta: 2:36:58, time: 1.902, data_time: 0.001, memory: 8521, top1_acc: 0.7635, top5_acc: 0.8995, loss_cls: 0.9712, loss: 0.9712, grad_norm: 18.1034 2020-08-12 08:55:57,561 - mmaction - INFO - Epoch [57][140/2505] lr: 5.000e-06, eta: 2:36:20, time: 1.887, data_time: 0.001, memory: 8521, top1_acc: 0.7698, top5_acc: 0.9005, loss_cls: 0.9277, loss: 0.9277, grad_norm: 17.8921 2020-08-12 08:56:35,459 - mmaction - INFO - Epoch [57][160/2505] lr: 5.000e-06, eta: 2:35:41, time: 1.895, data_time: 0.001, memory: 8521, top1_acc: 0.7932, top5_acc: 0.9115, loss_cls: 0.8678, loss: 0.8678, grad_norm: 17.5668 2020-08-12 08:57:13,153 - mmaction - INFO - Epoch [57][180/2505] lr: 5.000e-06, eta: 2:35:03, time: 1.885, data_time: 0.001, memory: 8521, top1_acc: 0.7807, top5_acc: 0.9125, loss_cls: 0.8898, loss: 0.8898, grad_norm: 17.8630 2020-08-12 08:57:50,695 - mmaction - INFO - Epoch [57][200/2505] lr: 5.000e-06, eta: 2:34:24, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.7719, top5_acc: 0.9089, loss_cls: 0.9400, loss: 0.9400, grad_norm: 17.9884 2020-08-12 08:58:28,219 - mmaction - INFO - Epoch [57][220/2505] lr: 5.000e-06, eta: 2:33:46, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.7703, top5_acc: 0.9036, loss_cls: 0.9592, loss: 0.9592, grad_norm: 18.5461 2020-08-12 08:59:06,100 - mmaction - INFO - Epoch [57][240/2505] lr: 5.000e-06, eta: 2:33:07, time: 1.894, data_time: 0.001, memory: 8521, top1_acc: 0.7568, top5_acc: 0.8943, loss_cls: 0.9844, loss: 0.9844, grad_norm: 18.2874 2020-08-12 08:59:43,729 - mmaction - INFO - Epoch [57][260/2505] lr: 5.000e-06, eta: 2:32:28, time: 1.881, data_time: 0.001, memory: 8521, top1_acc: 0.7766, top5_acc: 0.9125, loss_cls: 0.9171, loss: 0.9171, grad_norm: 18.0680 2020-08-12 09:00:23,457 - mmaction - INFO - Epoch [57][280/2505] lr: 5.000e-06, eta: 2:31:50, time: 1.986, data_time: 0.002, memory: 8521, top1_acc: 0.7604, top5_acc: 0.8896, loss_cls: 1.0183, loss: 1.0183, grad_norm: 18.9294 2020-08-12 09:01:01,052 - mmaction - INFO - Epoch [57][300/2505] lr: 5.000e-06, eta: 2:31:11, time: 1.880, data_time: 0.010, memory: 8521, top1_acc: 0.7672, top5_acc: 0.9021, loss_cls: 0.9230, loss: 0.9230, grad_norm: 18.3503 2020-08-12 09:01:38,507 - mmaction - INFO - Epoch [57][320/2505] lr: 5.000e-06, eta: 2:30:33, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.7698, top5_acc: 0.9078, loss_cls: 0.9197, loss: 0.9197, grad_norm: 18.6200 2020-08-12 09:02:15,965 - mmaction - INFO - Epoch [57][340/2505] lr: 5.000e-06, eta: 2:29:54, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.7589, top5_acc: 0.9005, loss_cls: 0.9815, loss: 0.9815, grad_norm: 18.9751 2020-08-12 09:02:53,422 - mmaction - INFO - Epoch [57][360/2505] lr: 5.000e-06, eta: 2:29:16, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.7495, top5_acc: 0.8938, loss_cls: 1.0138, loss: 1.0138, grad_norm: 18.1783 2020-08-12 09:03:30,730 - mmaction - INFO - Epoch [57][380/2505] lr: 5.000e-06, eta: 2:28:37, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7708, top5_acc: 0.9104, loss_cls: 0.8967, loss: 0.8967, grad_norm: 18.0560 2020-08-12 09:04:08,220 - mmaction - INFO - Epoch [57][400/2505] lr: 5.000e-06, eta: 2:27:59, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.7771, top5_acc: 0.9026, loss_cls: 0.8934, loss: 0.8934, grad_norm: 17.5854 2020-08-12 09:04:45,648 - mmaction - INFO - Epoch [57][420/2505] lr: 5.000e-06, eta: 2:27:20, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.7724, top5_acc: 0.9047, loss_cls: 0.9099, loss: 0.9099, grad_norm: 18.4429 2020-08-12 09:05:23,651 - mmaction - INFO - Epoch [57][440/2505] lr: 5.000e-06, eta: 2:26:42, time: 1.900, data_time: 0.001, memory: 8521, top1_acc: 0.7766, top5_acc: 0.9125, loss_cls: 0.8975, loss: 0.8975, grad_norm: 17.7168 2020-08-12 09:06:01,024 - mmaction - INFO - Epoch [57][460/2505] lr: 5.000e-06, eta: 2:26:03, time: 1.869, data_time: 0.004, memory: 8521, top1_acc: 0.7656, top5_acc: 0.9036, loss_cls: 0.9365, loss: 0.9365, grad_norm: 18.2992 2020-08-12 09:06:38,306 - mmaction - INFO - Epoch [57][480/2505] lr: 5.000e-06, eta: 2:25:24, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7906, top5_acc: 0.9135, loss_cls: 0.8921, loss: 0.8921, grad_norm: 17.3368 2020-08-12 09:07:15,656 - mmaction - INFO - Epoch [57][500/2505] lr: 5.000e-06, eta: 2:24:46, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7542, top5_acc: 0.9073, loss_cls: 0.9480, loss: 0.9480, grad_norm: 18.5696 2020-08-12 09:07:52,875 - mmaction - INFO - Epoch [57][520/2505] lr: 5.000e-06, eta: 2:24:07, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7677, top5_acc: 0.9073, loss_cls: 0.9318, loss: 0.9318, grad_norm: 17.9032 2020-08-12 09:08:30,125 - mmaction - INFO - Epoch [57][540/2505] lr: 5.000e-06, eta: 2:23:29, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7672, top5_acc: 0.8969, loss_cls: 0.9752, loss: 0.9752, grad_norm: 17.9721 2020-08-12 09:09:08,056 - mmaction - INFO - Epoch [57][560/2505] lr: 5.000e-06, eta: 2:22:50, time: 1.897, data_time: 0.001, memory: 8521, top1_acc: 0.7625, top5_acc: 0.9021, loss_cls: 0.9378, loss: 0.9378, grad_norm: 18.0409 2020-08-12 09:09:46,060 - mmaction - INFO - Epoch [57][580/2505] lr: 5.000e-06, eta: 2:22:12, time: 1.900, data_time: 0.001, memory: 8521, top1_acc: 0.7703, top5_acc: 0.9104, loss_cls: 0.9172, loss: 0.9172, grad_norm: 18.2527 2020-08-12 09:10:23,711 - mmaction - INFO - Epoch [57][600/2505] lr: 5.000e-06, eta: 2:21:33, time: 1.883, data_time: 0.001, memory: 8521, top1_acc: 0.7755, top5_acc: 0.9109, loss_cls: 0.8945, loss: 0.8945, grad_norm: 17.3081 2020-08-12 09:11:01,069 - mmaction - INFO - Epoch [57][620/2505] lr: 5.000e-06, eta: 2:20:55, time: 1.868, data_time: 0.005, memory: 8521, top1_acc: 0.7760, top5_acc: 0.9099, loss_cls: 0.8993, loss: 0.8993, grad_norm: 17.8684 2020-08-12 09:11:38,381 - mmaction - INFO - Epoch [57][640/2505] lr: 5.000e-06, eta: 2:20:16, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7776, top5_acc: 0.9031, loss_cls: 0.9501, loss: 0.9501, grad_norm: 18.1792 2020-08-12 09:12:15,723 - mmaction - INFO - Epoch [57][660/2505] lr: 5.000e-06, eta: 2:19:37, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7635, top5_acc: 0.9010, loss_cls: 0.9378, loss: 0.9378, grad_norm: 18.0406 2020-08-12 09:12:53,007 - mmaction - INFO - Epoch [57][680/2505] lr: 5.000e-06, eta: 2:18:59, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7562, top5_acc: 0.9083, loss_cls: 0.9613, loss: 0.9613, grad_norm: 19.2019 2020-08-12 09:13:30,218 - mmaction - INFO - Epoch [57][700/2505] lr: 5.000e-06, eta: 2:18:20, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7823, top5_acc: 0.9141, loss_cls: 0.8919, loss: 0.8919, grad_norm: 17.4769 2020-08-12 09:14:07,586 - mmaction - INFO - Epoch [57][720/2505] lr: 5.000e-06, eta: 2:17:42, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7766, top5_acc: 0.9000, loss_cls: 0.9528, loss: 0.9528, grad_norm: 17.8771 2020-08-12 09:14:45,042 - mmaction - INFO - Epoch [57][740/2505] lr: 5.000e-06, eta: 2:17:03, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.7865, top5_acc: 0.9083, loss_cls: 0.9043, loss: 0.9043, grad_norm: 17.1732 2020-08-12 09:15:22,394 - mmaction - INFO - Epoch [57][760/2505] lr: 5.000e-06, eta: 2:16:25, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7839, top5_acc: 0.9156, loss_cls: 0.8742, loss: 0.8742, grad_norm: 17.9308 2020-08-12 09:15:59,790 - mmaction - INFO - Epoch [57][780/2505] lr: 5.000e-06, eta: 2:15:46, time: 1.870, data_time: 0.002, memory: 8521, top1_acc: 0.7651, top5_acc: 0.9104, loss_cls: 0.9210, loss: 0.9210, grad_norm: 18.9628 2020-08-12 09:16:37,178 - mmaction - INFO - Epoch [57][800/2505] lr: 5.000e-06, eta: 2:15:08, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.7609, top5_acc: 0.9026, loss_cls: 0.9530, loss: 0.9530, grad_norm: 18.1525 2020-08-12 09:17:14,361 - mmaction - INFO - Epoch [57][820/2505] lr: 5.000e-06, eta: 2:14:29, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7682, top5_acc: 0.9141, loss_cls: 0.9002, loss: 0.9002, grad_norm: 17.8457 2020-08-12 09:17:51,641 - mmaction - INFO - Epoch [57][840/2505] lr: 5.000e-06, eta: 2:13:50, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7557, top5_acc: 0.8958, loss_cls: 0.9799, loss: 0.9799, grad_norm: 18.6268 2020-08-12 09:18:28,913 - mmaction - INFO - Epoch [57][860/2505] lr: 5.000e-06, eta: 2:13:12, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7693, top5_acc: 0.8995, loss_cls: 0.9489, loss: 0.9489, grad_norm: 17.7143 2020-08-12 09:19:06,303 - mmaction - INFO - Epoch [57][880/2505] lr: 5.000e-06, eta: 2:12:33, time: 1.869, data_time: 0.001, memory: 8521, top1_acc: 0.7823, top5_acc: 0.9172, loss_cls: 0.8446, loss: 0.8446, grad_norm: 17.6527 2020-08-12 09:19:43,599 - mmaction - INFO - Epoch [57][900/2505] lr: 5.000e-06, eta: 2:11:55, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7625, top5_acc: 0.8953, loss_cls: 0.9743, loss: 0.9743, grad_norm: 18.0491 2020-08-12 09:20:20,828 - mmaction - INFO - Epoch [57][920/2505] lr: 5.000e-06, eta: 2:11:16, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7745, top5_acc: 0.9042, loss_cls: 0.9307, loss: 0.9307, grad_norm: 17.6623 2020-08-12 09:20:58,235 - mmaction - INFO - Epoch [57][940/2505] lr: 5.000e-06, eta: 2:10:38, time: 1.870, data_time: 0.002, memory: 8521, top1_acc: 0.7672, top5_acc: 0.9042, loss_cls: 0.9492, loss: 0.9492, grad_norm: 18.6170 2020-08-12 09:21:35,709 - mmaction - INFO - Epoch [57][960/2505] lr: 5.000e-06, eta: 2:09:59, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.7578, top5_acc: 0.8880, loss_cls: 1.0355, loss: 1.0355, grad_norm: 18.5907 2020-08-12 09:22:13,130 - mmaction - INFO - Epoch [57][980/2505] lr: 5.000e-06, eta: 2:09:21, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.7813, top5_acc: 0.9120, loss_cls: 0.8767, loss: 0.8767, grad_norm: 17.4908 2020-08-12 09:22:50,485 - mmaction - INFO - Epoch [57][1000/2505] lr: 5.000e-06, eta: 2:08:42, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7641, top5_acc: 0.9063, loss_cls: 0.9516, loss: 0.9516, grad_norm: 18.6538 2020-08-12 09:23:27,780 - mmaction - INFO - Epoch [57][1020/2505] lr: 5.000e-06, eta: 2:08:04, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7760, top5_acc: 0.9057, loss_cls: 0.9169, loss: 0.9169, grad_norm: 18.0720 2020-08-12 09:24:05,255 - mmaction - INFO - Epoch [57][1040/2505] lr: 5.000e-06, eta: 2:07:25, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.7719, top5_acc: 0.9141, loss_cls: 0.8916, loss: 0.8916, grad_norm: 18.0660 2020-08-12 09:24:42,592 - mmaction - INFO - Epoch [57][1060/2505] lr: 5.000e-06, eta: 2:06:46, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7797, top5_acc: 0.9109, loss_cls: 0.9116, loss: 0.9116, grad_norm: 18.0417 2020-08-12 09:25:19,899 - mmaction - INFO - Epoch [57][1080/2505] lr: 5.000e-06, eta: 2:06:08, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7745, top5_acc: 0.9130, loss_cls: 0.9143, loss: 0.9143, grad_norm: 18.1863 2020-08-12 09:25:57,641 - mmaction - INFO - Epoch [57][1100/2505] lr: 5.000e-06, eta: 2:05:29, time: 1.887, data_time: 0.003, memory: 8521, top1_acc: 0.7625, top5_acc: 0.9021, loss_cls: 0.9562, loss: 0.9562, grad_norm: 17.8434 2020-08-12 09:26:34,878 - mmaction - INFO - Epoch [57][1120/2505] lr: 5.000e-06, eta: 2:04:51, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7510, top5_acc: 0.9005, loss_cls: 1.0056, loss: 1.0056, grad_norm: 18.1716 2020-08-12 09:27:12,328 - mmaction - INFO - Epoch [57][1140/2505] lr: 5.000e-06, eta: 2:04:12, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.7661, top5_acc: 0.8990, loss_cls: 0.9661, loss: 0.9661, grad_norm: 18.3917 2020-08-12 09:27:49,684 - mmaction - INFO - Epoch [57][1160/2505] lr: 5.000e-06, eta: 2:03:34, time: 1.868, data_time: 0.001, memory: 8521, top1_acc: 0.7828, top5_acc: 0.9135, loss_cls: 0.8936, loss: 0.8936, grad_norm: 17.2776 2020-08-12 09:28:27,180 - mmaction - INFO - Epoch [57][1180/2505] lr: 5.000e-06, eta: 2:02:55, time: 1.875, data_time: 0.001, memory: 8521, top1_acc: 0.7714, top5_acc: 0.9010, loss_cls: 0.9605, loss: 0.9605, grad_norm: 18.4355 2020-08-12 09:29:04,443 - mmaction - INFO - Epoch [57][1200/2505] lr: 5.000e-06, eta: 2:02:17, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7760, top5_acc: 0.9042, loss_cls: 0.9169, loss: 0.9169, grad_norm: 18.3081 2020-08-12 09:29:41,588 - mmaction - INFO - Epoch [57][1220/2505] lr: 5.000e-06, eta: 2:01:38, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7885, top5_acc: 0.9099, loss_cls: 0.8940, loss: 0.8940, grad_norm: 17.9123 2020-08-12 09:30:19,410 - mmaction - INFO - Epoch [57][1240/2505] lr: 5.000e-06, eta: 2:01:00, time: 1.891, data_time: 0.001, memory: 8521, top1_acc: 0.7495, top5_acc: 0.9000, loss_cls: 0.9649, loss: 0.9649, grad_norm: 18.5951 2020-08-12 09:30:56,724 - mmaction - INFO - Epoch [57][1260/2505] lr: 5.000e-06, eta: 2:00:21, time: 1.866, data_time: 0.004, memory: 8521, top1_acc: 0.7682, top5_acc: 0.9063, loss_cls: 0.9564, loss: 0.9564, grad_norm: 18.7696 2020-08-12 09:31:33,868 - mmaction - INFO - Epoch [57][1280/2505] lr: 5.000e-06, eta: 1:59:42, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7823, top5_acc: 0.9130, loss_cls: 0.8850, loss: 0.8850, grad_norm: 17.5930 2020-08-12 09:32:10,961 - mmaction - INFO - Epoch [57][1300/2505] lr: 5.000e-06, eta: 1:59:04, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.7630, top5_acc: 0.9099, loss_cls: 0.9529, loss: 0.9529, grad_norm: 18.6944 2020-08-12 09:32:48,051 - mmaction - INFO - Epoch [57][1320/2505] lr: 5.000e-06, eta: 1:58:25, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7583, top5_acc: 0.8937, loss_cls: 0.9920, loss: 0.9920, grad_norm: 18.4519 2020-08-12 09:33:25,198 - mmaction - INFO - Epoch [57][1340/2505] lr: 5.000e-06, eta: 1:57:47, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7734, top5_acc: 0.9021, loss_cls: 0.9491, loss: 0.9491, grad_norm: 18.4767 2020-08-12 09:34:02,399 - mmaction - INFO - Epoch [57][1360/2505] lr: 5.000e-06, eta: 1:57:08, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7797, top5_acc: 0.9208, loss_cls: 0.8617, loss: 0.8617, grad_norm: 18.5441 2020-08-12 09:34:39,563 - mmaction - INFO - Epoch [57][1380/2505] lr: 5.000e-06, eta: 1:56:30, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7672, top5_acc: 0.8922, loss_cls: 0.9751, loss: 0.9751, grad_norm: 17.6807 2020-08-12 09:35:16,716 - mmaction - INFO - Epoch [57][1400/2505] lr: 5.000e-06, eta: 1:55:51, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7578, top5_acc: 0.8953, loss_cls: 1.0234, loss: 1.0234, grad_norm: 18.3739 2020-08-12 09:35:53,993 - mmaction - INFO - Epoch [57][1420/2505] lr: 5.000e-06, eta: 1:55:13, time: 1.864, data_time: 0.003, memory: 8521, top1_acc: 0.7531, top5_acc: 0.9016, loss_cls: 0.9735, loss: 0.9735, grad_norm: 18.7437 2020-08-12 09:36:31,161 - mmaction - INFO - Epoch [57][1440/2505] lr: 5.000e-06, eta: 1:54:34, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7641, top5_acc: 0.8990, loss_cls: 0.9811, loss: 0.9811, grad_norm: 18.0666 2020-08-12 09:37:08,359 - mmaction - INFO - Epoch [57][1460/2505] lr: 5.000e-06, eta: 1:53:55, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7875, top5_acc: 0.9120, loss_cls: 0.8444, loss: 0.8444, grad_norm: 17.6582 2020-08-12 09:37:45,542 - mmaction - INFO - Epoch [57][1480/2505] lr: 5.000e-06, eta: 1:53:17, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7812, top5_acc: 0.9156, loss_cls: 0.8822, loss: 0.8822, grad_norm: 17.8024 2020-08-12 09:38:22,702 - mmaction - INFO - Epoch [57][1500/2505] lr: 5.000e-06, eta: 1:52:38, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7719, top5_acc: 0.9052, loss_cls: 0.9394, loss: 0.9394, grad_norm: 18.2894 2020-08-12 09:38:59,749 - mmaction - INFO - Epoch [57][1520/2505] lr: 5.000e-06, eta: 1:52:00, time: 1.852, data_time: 0.001, memory: 8521, top1_acc: 0.7661, top5_acc: 0.9057, loss_cls: 0.9553, loss: 0.9553, grad_norm: 18.4985 2020-08-12 09:39:36,869 - mmaction - INFO - Epoch [57][1540/2505] lr: 5.000e-06, eta: 1:51:21, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7719, top5_acc: 0.9120, loss_cls: 0.9131, loss: 0.9131, grad_norm: 18.2192 2020-08-12 09:40:14,016 - mmaction - INFO - Epoch [57][1560/2505] lr: 5.000e-06, eta: 1:50:43, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7901, top5_acc: 0.9151, loss_cls: 0.8248, loss: 0.8248, grad_norm: 17.5412 2020-08-12 09:40:51,281 - mmaction - INFO - Epoch [57][1580/2505] lr: 5.000e-06, eta: 1:50:04, time: 1.863, data_time: 0.003, memory: 8521, top1_acc: 0.7708, top5_acc: 0.9052, loss_cls: 0.9330, loss: 0.9330, grad_norm: 17.7062 2020-08-12 09:41:28,487 - mmaction - INFO - Epoch [57][1600/2505] lr: 5.000e-06, eta: 1:49:26, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7766, top5_acc: 0.9219, loss_cls: 0.8806, loss: 0.8806, grad_norm: 17.8530 2020-08-12 09:42:05,695 - mmaction - INFO - Epoch [57][1620/2505] lr: 5.000e-06, eta: 1:48:47, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7740, top5_acc: 0.9052, loss_cls: 0.9142, loss: 0.9142, grad_norm: 18.3318 2020-08-12 09:42:42,876 - mmaction - INFO - Epoch [57][1640/2505] lr: 5.000e-06, eta: 1:48:09, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7573, top5_acc: 0.8870, loss_cls: 0.9814, loss: 0.9814, grad_norm: 17.9681 2020-08-12 09:43:20,066 - mmaction - INFO - Epoch [57][1660/2505] lr: 5.000e-06, eta: 1:47:30, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7552, top5_acc: 0.9047, loss_cls: 0.9775, loss: 0.9775, grad_norm: 19.2289 2020-08-12 09:43:57,187 - mmaction - INFO - Epoch [57][1680/2505] lr: 5.000e-06, eta: 1:46:51, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7557, top5_acc: 0.8953, loss_cls: 0.9953, loss: 0.9953, grad_norm: 18.3959 2020-08-12 09:44:34,431 - mmaction - INFO - Epoch [57][1700/2505] lr: 5.000e-06, eta: 1:46:13, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7802, top5_acc: 0.9057, loss_cls: 0.9302, loss: 0.9302, grad_norm: 17.3478 2020-08-12 09:45:11,551 - mmaction - INFO - Epoch [57][1720/2505] lr: 5.000e-06, eta: 1:45:34, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7797, top5_acc: 0.9135, loss_cls: 0.8882, loss: 0.8882, grad_norm: 18.0758 2020-08-12 09:45:48,774 - mmaction - INFO - Epoch [57][1740/2505] lr: 5.000e-06, eta: 1:44:56, time: 1.861, data_time: 0.003, memory: 8521, top1_acc: 0.7693, top5_acc: 0.8958, loss_cls: 0.9606, loss: 0.9606, grad_norm: 18.0482 2020-08-12 09:46:25,990 - mmaction - INFO - Epoch [57][1760/2505] lr: 5.000e-06, eta: 1:44:17, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7724, top5_acc: 0.9120, loss_cls: 0.9080, loss: 0.9080, grad_norm: 18.8334 2020-08-12 09:47:03,146 - mmaction - INFO - Epoch [57][1780/2505] lr: 5.000e-06, eta: 1:43:39, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7734, top5_acc: 0.9099, loss_cls: 0.9086, loss: 0.9086, grad_norm: 18.3051 2020-08-12 09:47:40,324 - mmaction - INFO - Epoch [57][1800/2505] lr: 5.000e-06, eta: 1:43:00, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7859, top5_acc: 0.9036, loss_cls: 0.9024, loss: 0.9024, grad_norm: 17.8801 2020-08-12 09:48:17,490 - mmaction - INFO - Epoch [57][1820/2505] lr: 5.000e-06, eta: 1:42:22, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7698, top5_acc: 0.9089, loss_cls: 0.9081, loss: 0.9081, grad_norm: 18.0505 2020-08-12 09:48:54,677 - mmaction - INFO - Epoch [57][1840/2505] lr: 5.000e-06, eta: 1:41:43, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7479, top5_acc: 0.8948, loss_cls: 0.9921, loss: 0.9921, grad_norm: 18.5064 2020-08-12 09:49:31,737 - mmaction - INFO - Epoch [57][1860/2505] lr: 5.000e-06, eta: 1:41:05, time: 1.853, data_time: 0.001, memory: 8521, top1_acc: 0.7667, top5_acc: 0.9021, loss_cls: 0.9480, loss: 0.9480, grad_norm: 18.2520 2020-08-12 09:50:08,939 - mmaction - INFO - Epoch [57][1880/2505] lr: 5.000e-06, eta: 1:40:26, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7812, top5_acc: 0.9073, loss_cls: 0.8930, loss: 0.8930, grad_norm: 17.8362 2020-08-12 09:50:46,103 - mmaction - INFO - Epoch [57][1900/2505] lr: 5.000e-06, eta: 1:39:48, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7708, top5_acc: 0.9021, loss_cls: 0.9480, loss: 0.9480, grad_norm: 17.5711 2020-08-12 09:51:23,387 - mmaction - INFO - Epoch [57][1920/2505] lr: 5.000e-06, eta: 1:39:09, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7630, top5_acc: 0.8958, loss_cls: 0.9687, loss: 0.9687, grad_norm: 18.8160 2020-08-12 09:52:00,621 - mmaction - INFO - Epoch [57][1940/2505] lr: 5.000e-06, eta: 1:38:30, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7698, top5_acc: 0.9047, loss_cls: 0.9296, loss: 0.9296, grad_norm: 18.6879 2020-08-12 09:52:37,788 - mmaction - INFO - Epoch [57][1960/2505] lr: 5.000e-06, eta: 1:37:52, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7818, top5_acc: 0.9052, loss_cls: 0.8958, loss: 0.8958, grad_norm: 17.2507 2020-08-12 09:53:14,968 - mmaction - INFO - Epoch [57][1980/2505] lr: 5.000e-06, eta: 1:37:13, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7729, top5_acc: 0.9109, loss_cls: 0.8909, loss: 0.8909, grad_norm: 18.0203 2020-08-12 09:53:52,079 - mmaction - INFO - Epoch [57][2000/2505] lr: 5.000e-06, eta: 1:36:35, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7786, top5_acc: 0.9193, loss_cls: 0.8914, loss: 0.8914, grad_norm: 18.8960 2020-08-12 09:54:29,319 - mmaction - INFO - Epoch [57][2020/2505] lr: 5.000e-06, eta: 1:35:56, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7818, top5_acc: 0.9104, loss_cls: 0.8790, loss: 0.8790, grad_norm: 17.4191 2020-08-12 09:55:06,447 - mmaction - INFO - Epoch [57][2040/2505] lr: 5.000e-06, eta: 1:35:18, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7656, top5_acc: 0.9068, loss_cls: 0.9211, loss: 0.9211, grad_norm: 18.7918 2020-08-12 09:55:43,589 - mmaction - INFO - Epoch [57][2060/2505] lr: 5.000e-06, eta: 1:34:39, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7844, top5_acc: 0.9078, loss_cls: 0.9136, loss: 0.9136, grad_norm: 19.1742 2020-08-12 09:56:20,697 - mmaction - INFO - Epoch [57][2080/2505] lr: 5.000e-06, eta: 1:34:01, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7562, top5_acc: 0.9047, loss_cls: 0.9583, loss: 0.9583, grad_norm: 18.2013 2020-08-12 09:56:57,831 - mmaction - INFO - Epoch [57][2100/2505] lr: 5.000e-06, eta: 1:33:22, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7724, top5_acc: 0.9016, loss_cls: 0.9378, loss: 0.9378, grad_norm: 18.0799 2020-08-12 09:57:34,965 - mmaction - INFO - Epoch [57][2120/2505] lr: 5.000e-06, eta: 1:32:44, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7672, top5_acc: 0.9047, loss_cls: 0.9378, loss: 0.9378, grad_norm: 18.1037 2020-08-12 09:58:12,125 - mmaction - INFO - Epoch [57][2140/2505] lr: 5.000e-06, eta: 1:32:05, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7661, top5_acc: 0.9073, loss_cls: 0.9073, loss: 0.9073, grad_norm: 18.0986 2020-08-12 09:58:49,187 - mmaction - INFO - Epoch [57][2160/2505] lr: 5.000e-06, eta: 1:31:27, time: 1.853, data_time: 0.001, memory: 8521, top1_acc: 0.7656, top5_acc: 0.9104, loss_cls: 0.9429, loss: 0.9429, grad_norm: 18.5873 2020-08-12 09:59:26,331 - mmaction - INFO - Epoch [57][2180/2505] lr: 5.000e-06, eta: 1:30:48, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7729, top5_acc: 0.9130, loss_cls: 0.9086, loss: 0.9086, grad_norm: 18.0777 2020-08-12 10:00:06,194 - mmaction - INFO - Epoch [57][2200/2505] lr: 5.000e-06, eta: 1:30:10, time: 1.991, data_time: 0.005, memory: 8521, top1_acc: 0.7818, top5_acc: 0.9042, loss_cls: 0.8818, loss: 0.8818, grad_norm: 17.8129 2020-08-12 10:00:43,498 - mmaction - INFO - Epoch [57][2220/2505] lr: 5.000e-06, eta: 1:29:31, time: 1.867, data_time: 0.013, memory: 8521, top1_acc: 0.7568, top5_acc: 0.9120, loss_cls: 0.9505, loss: 0.9505, grad_norm: 18.4135 2020-08-12 10:01:20,751 - mmaction - INFO - Epoch [57][2240/2505] lr: 5.000e-06, eta: 1:28:53, time: 1.863, data_time: 0.002, memory: 8521, top1_acc: 0.7693, top5_acc: 0.9010, loss_cls: 0.9068, loss: 0.9068, grad_norm: 18.6437 2020-08-12 10:01:57,980 - mmaction - INFO - Epoch [57][2260/2505] lr: 5.000e-06, eta: 1:28:14, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7687, top5_acc: 0.9078, loss_cls: 0.9559, loss: 0.9559, grad_norm: 18.4960 2020-08-12 10:02:35,119 - mmaction - INFO - Epoch [57][2280/2505] lr: 5.000e-06, eta: 1:27:35, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7792, top5_acc: 0.9104, loss_cls: 0.9220, loss: 0.9220, grad_norm: 17.6756 2020-08-12 10:03:12,137 - mmaction - INFO - Epoch [57][2300/2505] lr: 5.000e-06, eta: 1:26:57, time: 1.851, data_time: 0.001, memory: 8521, top1_acc: 0.7552, top5_acc: 0.9005, loss_cls: 0.9855, loss: 0.9855, grad_norm: 18.8424 2020-08-12 10:03:49,241 - mmaction - INFO - Epoch [57][2320/2505] lr: 5.000e-06, eta: 1:26:18, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7641, top5_acc: 0.8953, loss_cls: 0.9774, loss: 0.9774, grad_norm: 18.4527 2020-08-12 10:04:26,375 - mmaction - INFO - Epoch [57][2340/2505] lr: 5.000e-06, eta: 1:25:40, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7599, top5_acc: 0.8990, loss_cls: 0.9741, loss: 0.9741, grad_norm: 18.7751 2020-08-12 10:05:04,873 - mmaction - INFO - Epoch [57][2360/2505] lr: 5.000e-06, eta: 1:25:01, time: 1.910, data_time: 0.001, memory: 8521, top1_acc: 0.7760, top5_acc: 0.9115, loss_cls: 0.9122, loss: 0.9122, grad_norm: 17.5029 2020-08-12 10:05:42,309 - mmaction - INFO - Epoch [57][2380/2505] lr: 5.000e-06, eta: 1:24:23, time: 1.887, data_time: 0.018, memory: 8521, top1_acc: 0.7677, top5_acc: 0.9146, loss_cls: 0.9063, loss: 0.9063, grad_norm: 18.1842 2020-08-12 10:06:19,628 - mmaction - INFO - Epoch [57][2400/2505] lr: 5.000e-06, eta: 1:23:44, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7646, top5_acc: 0.9078, loss_cls: 0.9481, loss: 0.9481, grad_norm: 18.2659 2020-08-12 10:06:56,834 - mmaction - INFO - Epoch [57][2420/2505] lr: 5.000e-06, eta: 1:23:06, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7641, top5_acc: 0.9021, loss_cls: 0.9448, loss: 0.9448, grad_norm: 17.8756 2020-08-12 10:07:33,996 - mmaction - INFO - Epoch [57][2440/2505] lr: 5.000e-06, eta: 1:22:27, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7656, top5_acc: 0.8995, loss_cls: 0.9685, loss: 0.9685, grad_norm: 18.3406 2020-08-12 10:08:11,136 - mmaction - INFO - Epoch [57][2460/2505] lr: 5.000e-06, eta: 1:21:49, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7620, top5_acc: 0.8964, loss_cls: 0.9806, loss: 0.9806, grad_norm: 18.0679 2020-08-12 10:08:48,357 - mmaction - INFO - Epoch [57][2480/2505] lr: 5.000e-06, eta: 1:21:10, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7688, top5_acc: 0.9109, loss_cls: 0.9364, loss: 0.9364, grad_norm: 18.0461 2020-08-12 10:09:25,554 - mmaction - INFO - Epoch [57][2500/2505] lr: 5.000e-06, eta: 1:20:32, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7672, top5_acc: 0.8948, loss_cls: 0.9673, loss: 0.9673, grad_norm: 18.0483 2020-08-12 10:11:29,452 - mmaction - INFO - Epoch [58][20/2505] lr: 5.000e-06, eta: 1:19:45, time: 5.435, data_time: 2.653, memory: 8521, top1_acc: 0.7672, top5_acc: 0.9125, loss_cls: 0.9604, loss: 0.9604, grad_norm: 18.7586 2020-08-12 10:12:07,455 - mmaction - INFO - Epoch [58][40/2505] lr: 5.000e-06, eta: 1:19:06, time: 1.901, data_time: 0.007, memory: 8521, top1_acc: 0.7729, top5_acc: 0.9016, loss_cls: 0.9416, loss: 0.9416, grad_norm: 18.4121 2020-08-12 10:12:45,401 - mmaction - INFO - Epoch [58][60/2505] lr: 5.000e-06, eta: 1:18:28, time: 1.897, data_time: 0.000, memory: 8521, top1_acc: 0.7750, top5_acc: 0.9036, loss_cls: 0.9445, loss: 0.9445, grad_norm: 18.4159 2020-08-12 10:13:23,063 - mmaction - INFO - Epoch [58][80/2505] lr: 5.000e-06, eta: 1:17:49, time: 1.883, data_time: 0.001, memory: 8521, top1_acc: 0.7964, top5_acc: 0.9099, loss_cls: 0.8745, loss: 0.8745, grad_norm: 17.1767 2020-08-12 10:14:00,696 - mmaction - INFO - Epoch [58][100/2505] lr: 5.000e-06, eta: 1:17:11, time: 1.882, data_time: 0.001, memory: 8521, top1_acc: 0.7682, top5_acc: 0.8948, loss_cls: 0.9705, loss: 0.9705, grad_norm: 17.9868 2020-08-12 10:14:38,647 - mmaction - INFO - Epoch [58][120/2505] lr: 5.000e-06, eta: 1:16:32, time: 1.898, data_time: 0.001, memory: 8521, top1_acc: 0.7802, top5_acc: 0.9068, loss_cls: 0.8995, loss: 0.8995, grad_norm: 17.7289 2020-08-12 10:15:16,986 - mmaction - INFO - Epoch [58][140/2505] lr: 5.000e-06, eta: 1:15:53, time: 1.916, data_time: 0.000, memory: 8521, top1_acc: 0.7682, top5_acc: 0.9083, loss_cls: 0.9537, loss: 0.9537, grad_norm: 18.2137 2020-08-12 10:15:55,112 - mmaction - INFO - Epoch [58][160/2505] lr: 5.000e-06, eta: 1:15:15, time: 1.907, data_time: 0.002, memory: 8521, top1_acc: 0.7688, top5_acc: 0.9052, loss_cls: 0.9489, loss: 0.9489, grad_norm: 18.2115 2020-08-12 10:16:32,881 - mmaction - INFO - Epoch [58][180/2505] lr: 5.000e-06, eta: 1:14:36, time: 1.889, data_time: 0.001, memory: 8521, top1_acc: 0.7609, top5_acc: 0.8995, loss_cls: 0.9636, loss: 0.9636, grad_norm: 17.7486 2020-08-12 10:17:10,535 - mmaction - INFO - Epoch [58][200/2505] lr: 5.000e-06, eta: 1:13:58, time: 1.883, data_time: 0.001, memory: 8521, top1_acc: 0.7448, top5_acc: 0.8943, loss_cls: 1.0047, loss: 1.0047, grad_norm: 18.9001 2020-08-12 10:17:48,440 - mmaction - INFO - Epoch [58][220/2505] lr: 5.000e-06, eta: 1:13:19, time: 1.896, data_time: 0.001, memory: 8521, top1_acc: 0.7594, top5_acc: 0.9026, loss_cls: 1.0036, loss: 1.0036, grad_norm: 19.0784 2020-08-12 10:18:25,941 - mmaction - INFO - Epoch [58][240/2505] lr: 5.000e-06, eta: 1:12:41, time: 1.874, data_time: 0.001, memory: 8521, top1_acc: 0.7734, top5_acc: 0.9120, loss_cls: 0.9099, loss: 0.9099, grad_norm: 18.0436 2020-08-12 10:19:03,669 - mmaction - INFO - Epoch [58][260/2505] lr: 5.000e-06, eta: 1:12:02, time: 1.887, data_time: 0.001, memory: 8521, top1_acc: 0.7828, top5_acc: 0.9010, loss_cls: 0.9178, loss: 0.9178, grad_norm: 17.9262 2020-08-12 10:19:41,277 - mmaction - INFO - Epoch [58][280/2505] lr: 5.000e-06, eta: 1:11:24, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.7719, top5_acc: 0.9104, loss_cls: 0.9095, loss: 0.9095, grad_norm: 18.2122 2020-08-12 10:20:19,125 - mmaction - INFO - Epoch [58][300/2505] lr: 5.000e-06, eta: 1:10:45, time: 1.893, data_time: 0.001, memory: 8521, top1_acc: 0.7714, top5_acc: 0.9172, loss_cls: 0.8943, loss: 0.8943, grad_norm: 18.1727 2020-08-12 10:20:56,891 - mmaction - INFO - Epoch [58][320/2505] lr: 5.000e-06, eta: 1:10:07, time: 1.888, data_time: 0.001, memory: 8521, top1_acc: 0.7729, top5_acc: 0.9063, loss_cls: 0.9129, loss: 0.9129, grad_norm: 18.0804 2020-08-12 10:21:34,681 - mmaction - INFO - Epoch [58][340/2505] lr: 5.000e-06, eta: 1:09:28, time: 1.890, data_time: 0.001, memory: 8521, top1_acc: 0.7625, top5_acc: 0.9063, loss_cls: 0.9560, loss: 0.9560, grad_norm: 18.6248 2020-08-12 10:22:12,232 - mmaction - INFO - Epoch [58][360/2505] lr: 5.000e-06, eta: 1:08:50, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.7755, top5_acc: 0.9021, loss_cls: 0.9392, loss: 0.9392, grad_norm: 18.0115 2020-08-12 10:22:49,804 - mmaction - INFO - Epoch [58][380/2505] lr: 5.000e-06, eta: 1:08:11, time: 1.879, data_time: 0.001, memory: 8521, top1_acc: 0.7766, top5_acc: 0.9104, loss_cls: 0.9054, loss: 0.9054, grad_norm: 18.0984 2020-08-12 10:23:27,231 - mmaction - INFO - Epoch [58][400/2505] lr: 5.000e-06, eta: 1:07:33, time: 1.871, data_time: 0.001, memory: 8521, top1_acc: 0.7661, top5_acc: 0.9021, loss_cls: 0.9062, loss: 0.9062, grad_norm: 17.8484 2020-08-12 10:24:04,668 - mmaction - INFO - Epoch [58][420/2505] lr: 5.000e-06, eta: 1:06:54, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.7703, top5_acc: 0.9000, loss_cls: 0.9469, loss: 0.9469, grad_norm: 18.2041 2020-08-12 10:24:42,282 - mmaction - INFO - Epoch [58][440/2505] lr: 5.000e-06, eta: 1:06:16, time: 1.881, data_time: 0.001, memory: 8521, top1_acc: 0.7594, top5_acc: 0.9031, loss_cls: 0.9535, loss: 0.9535, grad_norm: 18.3542 2020-08-12 10:25:19,719 - mmaction - INFO - Epoch [58][460/2505] lr: 5.000e-06, eta: 1:05:37, time: 1.872, data_time: 0.001, memory: 8521, top1_acc: 0.7781, top5_acc: 0.9083, loss_cls: 0.8943, loss: 0.8943, grad_norm: 17.8148 2020-08-12 10:25:57,260 - mmaction - INFO - Epoch [58][480/2505] lr: 5.000e-06, eta: 1:04:59, time: 1.877, data_time: 0.001, memory: 8521, top1_acc: 0.7620, top5_acc: 0.8979, loss_cls: 0.9899, loss: 0.9899, grad_norm: 18.5818 2020-08-12 10:26:34,559 - mmaction - INFO - Epoch [58][500/2505] lr: 5.000e-06, eta: 1:04:20, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7813, top5_acc: 0.9026, loss_cls: 0.9202, loss: 0.9202, grad_norm: 17.8488 2020-08-12 10:27:11,878 - mmaction - INFO - Epoch [58][520/2505] lr: 5.000e-06, eta: 1:03:42, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7766, top5_acc: 0.9083, loss_cls: 0.9083, loss: 0.9083, grad_norm: 17.6302 2020-08-12 10:27:49,487 - mmaction - INFO - Epoch [58][540/2505] lr: 5.000e-06, eta: 1:03:03, time: 1.880, data_time: 0.001, memory: 8521, top1_acc: 0.7734, top5_acc: 0.9151, loss_cls: 0.8827, loss: 0.8827, grad_norm: 18.4626 2020-08-12 10:28:26,996 - mmaction - INFO - Epoch [58][560/2505] lr: 5.000e-06, eta: 1:02:24, time: 1.876, data_time: 0.001, memory: 8521, top1_acc: 0.7656, top5_acc: 0.9089, loss_cls: 0.9507, loss: 0.9507, grad_norm: 19.0686 2020-08-12 10:29:04,290 - mmaction - INFO - Epoch [58][580/2505] lr: 5.000e-06, eta: 1:01:46, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7615, top5_acc: 0.8979, loss_cls: 0.9859, loss: 0.9859, grad_norm: 18.6648 2020-08-12 10:29:41,562 - mmaction - INFO - Epoch [58][600/2505] lr: 5.000e-06, eta: 1:01:07, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7521, top5_acc: 0.8901, loss_cls: 1.0357, loss: 1.0357, grad_norm: 18.2836 2020-08-12 10:30:19,020 - mmaction - INFO - Epoch [58][620/2505] lr: 5.000e-06, eta: 1:00:29, time: 1.873, data_time: 0.001, memory: 8521, top1_acc: 0.7578, top5_acc: 0.8979, loss_cls: 0.9831, loss: 0.9831, grad_norm: 18.3945 2020-08-12 10:30:56,329 - mmaction - INFO - Epoch [58][640/2505] lr: 5.000e-06, eta: 0:59:50, time: 1.865, data_time: 0.002, memory: 8521, top1_acc: 0.7620, top5_acc: 0.8995, loss_cls: 0.9842, loss: 0.9842, grad_norm: 18.0418 2020-08-12 10:31:33,571 - mmaction - INFO - Epoch [58][660/2505] lr: 5.000e-06, eta: 0:59:12, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7792, top5_acc: 0.9125, loss_cls: 0.8746, loss: 0.8746, grad_norm: 17.5798 2020-08-12 10:32:10,781 - mmaction - INFO - Epoch [58][680/2505] lr: 5.000e-06, eta: 0:58:33, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7776, top5_acc: 0.9089, loss_cls: 0.9046, loss: 0.9046, grad_norm: 17.8235 2020-08-12 10:32:47,964 - mmaction - INFO - Epoch [58][700/2505] lr: 5.000e-06, eta: 0:57:55, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7745, top5_acc: 0.9083, loss_cls: 0.9428, loss: 0.9428, grad_norm: 17.9285 2020-08-12 10:33:25,248 - mmaction - INFO - Epoch [58][720/2505] lr: 5.000e-06, eta: 0:57:16, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7755, top5_acc: 0.9115, loss_cls: 0.8850, loss: 0.8850, grad_norm: 18.0767 2020-08-12 10:34:02,417 - mmaction - INFO - Epoch [58][740/2505] lr: 5.000e-06, eta: 0:56:38, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7781, top5_acc: 0.9089, loss_cls: 0.9119, loss: 0.9119, grad_norm: 17.7851 2020-08-12 10:34:39,748 - mmaction - INFO - Epoch [58][760/2505] lr: 5.000e-06, eta: 0:55:59, time: 1.867, data_time: 0.001, memory: 8521, top1_acc: 0.7573, top5_acc: 0.9026, loss_cls: 0.9637, loss: 0.9637, grad_norm: 18.5864 2020-08-12 10:35:16,905 - mmaction - INFO - Epoch [58][780/2505] lr: 5.000e-06, eta: 0:55:21, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7609, top5_acc: 0.9068, loss_cls: 0.9623, loss: 0.9623, grad_norm: 18.0190 2020-08-12 10:35:53,978 - mmaction - INFO - Epoch [58][800/2505] lr: 5.000e-06, eta: 0:54:42, time: 1.854, data_time: 0.001, memory: 8521, top1_acc: 0.7667, top5_acc: 0.9104, loss_cls: 0.9346, loss: 0.9346, grad_norm: 18.1706 2020-08-12 10:36:31,198 - mmaction - INFO - Epoch [58][820/2505] lr: 5.000e-06, eta: 0:54:04, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7745, top5_acc: 0.9073, loss_cls: 0.9181, loss: 0.9181, grad_norm: 17.8461 2020-08-12 10:37:08,345 - mmaction - INFO - Epoch [58][840/2505] lr: 5.000e-06, eta: 0:53:25, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7724, top5_acc: 0.9026, loss_cls: 0.9672, loss: 0.9672, grad_norm: 19.1461 2020-08-12 10:37:45,540 - mmaction - INFO - Epoch [58][860/2505] lr: 5.000e-06, eta: 0:52:47, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7693, top5_acc: 0.8964, loss_cls: 0.9796, loss: 0.9796, grad_norm: 18.0563 2020-08-12 10:38:22,713 - mmaction - INFO - Epoch [58][880/2505] lr: 5.000e-06, eta: 0:52:08, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7766, top5_acc: 0.9083, loss_cls: 0.9044, loss: 0.9044, grad_norm: 18.0397 2020-08-12 10:38:59,923 - mmaction - INFO - Epoch [58][900/2505] lr: 5.000e-06, eta: 0:51:30, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7594, top5_acc: 0.9073, loss_cls: 0.9445, loss: 0.9445, grad_norm: 17.8467 2020-08-12 10:39:37,119 - mmaction - INFO - Epoch [58][920/2505] lr: 5.000e-06, eta: 0:50:51, time: 1.860, data_time: 0.002, memory: 8521, top1_acc: 0.7708, top5_acc: 0.9036, loss_cls: 0.9575, loss: 0.9575, grad_norm: 18.0851 2020-08-12 10:40:14,245 - mmaction - INFO - Epoch [58][940/2505] lr: 5.000e-06, eta: 0:50:13, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7724, top5_acc: 0.9120, loss_cls: 0.9162, loss: 0.9162, grad_norm: 18.2897 2020-08-12 10:40:51,437 - mmaction - INFO - Epoch [58][960/2505] lr: 5.000e-06, eta: 0:49:34, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7682, top5_acc: 0.9047, loss_cls: 0.9619, loss: 0.9619, grad_norm: 18.1396 2020-08-12 10:41:28,641 - mmaction - INFO - Epoch [58][980/2505] lr: 5.000e-06, eta: 0:48:56, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7719, top5_acc: 0.9057, loss_cls: 0.9328, loss: 0.9328, grad_norm: 17.5705 2020-08-12 10:42:05,844 - mmaction - INFO - Epoch [58][1000/2505] lr: 5.000e-06, eta: 0:48:17, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7672, top5_acc: 0.8969, loss_cls: 0.9797, loss: 0.9797, grad_norm: 18.3567 2020-08-12 10:42:43,088 - mmaction - INFO - Epoch [58][1020/2505] lr: 5.000e-06, eta: 0:47:38, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7615, top5_acc: 0.9099, loss_cls: 0.9358, loss: 0.9358, grad_norm: 18.7950 2020-08-12 10:43:20,333 - mmaction - INFO - Epoch [58][1040/2505] lr: 5.000e-06, eta: 0:47:00, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7802, top5_acc: 0.9135, loss_cls: 0.8866, loss: 0.8866, grad_norm: 18.0208 2020-08-12 10:43:57,501 - mmaction - INFO - Epoch [58][1060/2505] lr: 5.000e-06, eta: 0:46:21, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7573, top5_acc: 0.8906, loss_cls: 0.9812, loss: 0.9812, grad_norm: 17.9655 2020-08-12 10:44:34,753 - mmaction - INFO - Epoch [58][1080/2505] lr: 5.000e-06, eta: 0:45:43, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7708, top5_acc: 0.9099, loss_cls: 0.9077, loss: 0.9077, grad_norm: 17.5691 2020-08-12 10:45:11,950 - mmaction - INFO - Epoch [58][1100/2505] lr: 5.000e-06, eta: 0:45:04, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7667, top5_acc: 0.9036, loss_cls: 0.9580, loss: 0.9580, grad_norm: 18.4621 2020-08-12 10:45:49,127 - mmaction - INFO - Epoch [58][1120/2505] lr: 5.000e-06, eta: 0:44:26, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7635, top5_acc: 0.9068, loss_cls: 0.9274, loss: 0.9274, grad_norm: 18.6326 2020-08-12 10:46:26,297 - mmaction - INFO - Epoch [58][1140/2505] lr: 5.000e-06, eta: 0:43:47, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7740, top5_acc: 0.8990, loss_cls: 0.9533, loss: 0.9533, grad_norm: 18.0696 2020-08-12 10:47:03,493 - mmaction - INFO - Epoch [58][1160/2505] lr: 5.000e-06, eta: 0:43:09, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7630, top5_acc: 0.8979, loss_cls: 0.9723, loss: 0.9723, grad_norm: 18.6121 2020-08-12 10:47:40,684 - mmaction - INFO - Epoch [58][1180/2505] lr: 5.000e-06, eta: 0:42:30, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7740, top5_acc: 0.9036, loss_cls: 0.9339, loss: 0.9339, grad_norm: 17.8151 2020-08-12 10:48:17,906 - mmaction - INFO - Epoch [58][1200/2505] lr: 5.000e-06, eta: 0:41:52, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7792, top5_acc: 0.9063, loss_cls: 0.9306, loss: 0.9306, grad_norm: 17.7637 2020-08-12 10:48:55,089 - mmaction - INFO - Epoch [58][1220/2505] lr: 5.000e-06, eta: 0:41:13, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7740, top5_acc: 0.9078, loss_cls: 0.9425, loss: 0.9425, grad_norm: 18.3223 2020-08-12 10:49:32,252 - mmaction - INFO - Epoch [58][1240/2505] lr: 5.000e-06, eta: 0:40:35, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7682, top5_acc: 0.8995, loss_cls: 0.9619, loss: 0.9619, grad_norm: 18.2730 2020-08-12 10:50:09,390 - mmaction - INFO - Epoch [58][1260/2505] lr: 5.000e-06, eta: 0:39:56, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7786, top5_acc: 0.9083, loss_cls: 0.8922, loss: 0.8922, grad_norm: 18.0509 2020-08-12 10:50:46,587 - mmaction - INFO - Epoch [58][1280/2505] lr: 5.000e-06, eta: 0:39:18, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7661, top5_acc: 0.9026, loss_cls: 0.9616, loss: 0.9616, grad_norm: 17.3941 2020-08-12 10:51:23,784 - mmaction - INFO - Epoch [58][1300/2505] lr: 5.000e-06, eta: 0:38:39, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7812, top5_acc: 0.9104, loss_cls: 0.9090, loss: 0.9090, grad_norm: 17.5290 2020-08-12 10:52:00,956 - mmaction - INFO - Epoch [58][1320/2505] lr: 5.000e-06, eta: 0:38:01, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7818, top5_acc: 0.9130, loss_cls: 0.8787, loss: 0.8787, grad_norm: 17.3162 2020-08-12 10:52:38,181 - mmaction - INFO - Epoch [58][1340/2505] lr: 5.000e-06, eta: 0:37:22, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7755, top5_acc: 0.9177, loss_cls: 0.8931, loss: 0.8931, grad_norm: 18.4364 2020-08-12 10:53:15,420 - mmaction - INFO - Epoch [58][1360/2505] lr: 5.000e-06, eta: 0:36:44, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7714, top5_acc: 0.9036, loss_cls: 0.9440, loss: 0.9440, grad_norm: 17.6180 2020-08-12 10:53:52,627 - mmaction - INFO - Epoch [58][1380/2505] lr: 5.000e-06, eta: 0:36:05, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7651, top5_acc: 0.9062, loss_cls: 0.9483, loss: 0.9483, grad_norm: 18.6570 2020-08-12 10:54:29,819 - mmaction - INFO - Epoch [58][1400/2505] lr: 5.000e-06, eta: 0:35:27, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7802, top5_acc: 0.9047, loss_cls: 0.9212, loss: 0.9212, grad_norm: 18.0434 2020-08-12 10:55:07,081 - mmaction - INFO - Epoch [58][1420/2505] lr: 5.000e-06, eta: 0:34:48, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7505, top5_acc: 0.9021, loss_cls: 0.9668, loss: 0.9668, grad_norm: 18.7543 2020-08-12 10:55:44,299 - mmaction - INFO - Epoch [58][1440/2505] lr: 5.000e-06, eta: 0:34:10, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7609, top5_acc: 0.9057, loss_cls: 0.9487, loss: 0.9487, grad_norm: 17.8043 2020-08-12 10:56:21,424 - mmaction - INFO - Epoch [58][1460/2505] lr: 5.000e-06, eta: 0:33:31, time: 1.856, data_time: 0.001, memory: 8521, top1_acc: 0.7573, top5_acc: 0.9036, loss_cls: 0.9695, loss: 0.9695, grad_norm: 19.0260 2020-08-12 10:56:58,627 - mmaction - INFO - Epoch [58][1480/2505] lr: 5.000e-06, eta: 0:32:53, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7745, top5_acc: 0.9052, loss_cls: 0.9410, loss: 0.9410, grad_norm: 18.4008 2020-08-12 10:57:35,773 - mmaction - INFO - Epoch [58][1500/2505] lr: 5.000e-06, eta: 0:32:14, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7516, top5_acc: 0.8984, loss_cls: 0.9548, loss: 0.9548, grad_norm: 18.1794 2020-08-12 10:58:12,933 - mmaction - INFO - Epoch [58][1520/2505] lr: 5.000e-06, eta: 0:31:36, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7771, top5_acc: 0.9104, loss_cls: 0.8820, loss: 0.8820, grad_norm: 18.4275 2020-08-12 10:58:50,099 - mmaction - INFO - Epoch [58][1540/2505] lr: 5.000e-06, eta: 0:30:57, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7823, top5_acc: 0.9094, loss_cls: 0.8909, loss: 0.8909, grad_norm: 17.7283 2020-08-12 10:59:27,259 - mmaction - INFO - Epoch [58][1560/2505] lr: 5.000e-06, eta: 0:30:19, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7734, top5_acc: 0.9057, loss_cls: 0.9276, loss: 0.9276, grad_norm: 18.0561 2020-08-12 11:00:06,685 - mmaction - INFO - Epoch [58][1580/2505] lr: 5.000e-06, eta: 0:29:40, time: 1.969, data_time: 0.005, memory: 8521, top1_acc: 0.7714, top5_acc: 0.9130, loss_cls: 0.8927, loss: 0.8927, grad_norm: 17.7588 2020-08-12 11:00:44,003 - mmaction - INFO - Epoch [58][1600/2505] lr: 5.000e-06, eta: 0:29:02, time: 1.868, data_time: 0.010, memory: 8521, top1_acc: 0.7807, top5_acc: 0.9141, loss_cls: 0.8922, loss: 0.8922, grad_norm: 17.6425 2020-08-12 11:01:21,284 - mmaction - INFO - Epoch [58][1620/2505] lr: 5.000e-06, eta: 0:28:23, time: 1.864, data_time: 0.002, memory: 8521, top1_acc: 0.7583, top5_acc: 0.8953, loss_cls: 1.0159, loss: 1.0159, grad_norm: 18.5999 2020-08-12 11:01:58,384 - mmaction - INFO - Epoch [58][1640/2505] lr: 5.000e-06, eta: 0:27:45, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7760, top5_acc: 0.9073, loss_cls: 0.9440, loss: 0.9440, grad_norm: 17.9810 2020-08-12 11:02:35,603 - mmaction - INFO - Epoch [58][1660/2505] lr: 5.000e-06, eta: 0:27:06, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7641, top5_acc: 0.9036, loss_cls: 0.9569, loss: 0.9569, grad_norm: 18.4455 2020-08-12 11:03:12,703 - mmaction - INFO - Epoch [58][1680/2505] lr: 5.000e-06, eta: 0:26:28, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7635, top5_acc: 0.9089, loss_cls: 0.9385, loss: 0.9385, grad_norm: 18.1888 2020-08-12 11:03:49,878 - mmaction - INFO - Epoch [58][1700/2505] lr: 5.000e-06, eta: 0:25:49, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7677, top5_acc: 0.9141, loss_cls: 0.8846, loss: 0.8846, grad_norm: 18.6230 2020-08-12 11:04:27,017 - mmaction - INFO - Epoch [58][1720/2505] lr: 5.000e-06, eta: 0:25:11, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7677, top5_acc: 0.9016, loss_cls: 0.9344, loss: 0.9344, grad_norm: 18.2303 2020-08-12 11:05:05,013 - mmaction - INFO - Epoch [58][1740/2505] lr: 5.000e-06, eta: 0:24:32, time: 1.900, data_time: 0.001, memory: 8521, top1_acc: 0.7646, top5_acc: 0.9109, loss_cls: 0.9314, loss: 0.9314, grad_norm: 18.5238 2020-08-12 11:05:42,187 - mmaction - INFO - Epoch [58][1760/2505] lr: 5.000e-06, eta: 0:23:54, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7755, top5_acc: 0.9010, loss_cls: 0.9173, loss: 0.9173, grad_norm: 17.1589 2020-08-12 11:06:19,408 - mmaction - INFO - Epoch [58][1780/2505] lr: 5.000e-06, eta: 0:23:15, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7813, top5_acc: 0.9021, loss_cls: 0.9155, loss: 0.9155, grad_norm: 17.3576 2020-08-12 11:06:56,685 - mmaction - INFO - Epoch [58][1800/2505] lr: 5.000e-06, eta: 0:22:37, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7599, top5_acc: 0.9026, loss_cls: 0.9554, loss: 0.9554, grad_norm: 18.0522 2020-08-12 11:07:33,880 - mmaction - INFO - Epoch [58][1820/2505] lr: 5.000e-06, eta: 0:21:58, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7818, top5_acc: 0.9047, loss_cls: 0.8910, loss: 0.8910, grad_norm: 17.6766 2020-08-12 11:08:11,183 - mmaction - INFO - Epoch [58][1840/2505] lr: 5.000e-06, eta: 0:21:20, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7766, top5_acc: 0.9099, loss_cls: 0.8898, loss: 0.8898, grad_norm: 17.8659 2020-08-12 11:08:48,417 - mmaction - INFO - Epoch [58][1860/2505] lr: 5.000e-06, eta: 0:20:41, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7755, top5_acc: 0.9250, loss_cls: 0.8370, loss: 0.8370, grad_norm: 17.9310 2020-08-12 11:09:25,586 - mmaction - INFO - Epoch [58][1880/2505] lr: 5.000e-06, eta: 0:20:03, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7646, top5_acc: 0.8974, loss_cls: 0.9920, loss: 0.9920, grad_norm: 18.7418 2020-08-12 11:10:02,724 - mmaction - INFO - Epoch [58][1900/2505] lr: 5.000e-06, eta: 0:19:24, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7771, top5_acc: 0.9042, loss_cls: 0.9297, loss: 0.9297, grad_norm: 18.7395 2020-08-12 11:10:40,043 - mmaction - INFO - Epoch [58][1920/2505] lr: 5.000e-06, eta: 0:18:46, time: 1.866, data_time: 0.001, memory: 8521, top1_acc: 0.7766, top5_acc: 0.9094, loss_cls: 0.8980, loss: 0.8980, grad_norm: 17.7773 2020-08-12 11:11:17,224 - mmaction - INFO - Epoch [58][1940/2505] lr: 5.000e-06, eta: 0:18:07, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7589, top5_acc: 0.9141, loss_cls: 0.9074, loss: 0.9074, grad_norm: 17.9417 2020-08-12 11:11:54,368 - mmaction - INFO - Epoch [58][1960/2505] lr: 5.000e-06, eta: 0:17:29, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7693, top5_acc: 0.9151, loss_cls: 0.9101, loss: 0.9101, grad_norm: 18.7027 2020-08-12 11:12:31,662 - mmaction - INFO - Epoch [58][1980/2505] lr: 5.000e-06, eta: 0:16:50, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7682, top5_acc: 0.8969, loss_cls: 0.9430, loss: 0.9430, grad_norm: 18.2860 2020-08-12 11:13:08,923 - mmaction - INFO - Epoch [58][2000/2505] lr: 5.000e-06, eta: 0:16:12, time: 1.863, data_time: 0.001, memory: 8521, top1_acc: 0.7750, top5_acc: 0.9016, loss_cls: 0.9379, loss: 0.9379, grad_norm: 18.6032 2020-08-12 11:13:46,094 - mmaction - INFO - Epoch [58][2020/2505] lr: 5.000e-06, eta: 0:15:33, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7573, top5_acc: 0.8948, loss_cls: 1.0305, loss: 1.0305, grad_norm: 18.6867 2020-08-12 11:14:23,186 - mmaction - INFO - Epoch [58][2040/2505] lr: 5.000e-06, eta: 0:14:55, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7615, top5_acc: 0.8984, loss_cls: 0.9602, loss: 0.9602, grad_norm: 18.5289 2020-08-12 11:15:00,335 - mmaction - INFO - Epoch [58][2060/2505] lr: 5.000e-06, eta: 0:14:16, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7906, top5_acc: 0.9135, loss_cls: 0.8619, loss: 0.8619, grad_norm: 17.5264 2020-08-12 11:15:37,523 - mmaction - INFO - Epoch [58][2080/2505] lr: 5.000e-06, eta: 0:13:38, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7693, top5_acc: 0.9104, loss_cls: 0.9130, loss: 0.9130, grad_norm: 18.1665 2020-08-12 11:16:14,696 - mmaction - INFO - Epoch [58][2100/2505] lr: 5.000e-06, eta: 0:12:59, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7823, top5_acc: 0.9214, loss_cls: 0.8285, loss: 0.8285, grad_norm: 17.5887 2020-08-12 11:16:51,914 - mmaction - INFO - Epoch [58][2120/2505] lr: 5.000e-06, eta: 0:12:21, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7646, top5_acc: 0.9047, loss_cls: 0.9511, loss: 0.9511, grad_norm: 19.2540 2020-08-12 11:17:29,136 - mmaction - INFO - Epoch [58][2140/2505] lr: 5.000e-06, eta: 0:11:42, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7521, top5_acc: 0.8958, loss_cls: 1.0073, loss: 1.0073, grad_norm: 18.8981 2020-08-12 11:18:06,278 - mmaction - INFO - Epoch [58][2160/2505] lr: 5.000e-06, eta: 0:11:04, time: 1.857, data_time: 0.001, memory: 8521, top1_acc: 0.7630, top5_acc: 0.9141, loss_cls: 0.8975, loss: 0.8975, grad_norm: 17.7367 2020-08-12 11:18:43,457 - mmaction - INFO - Epoch [58][2180/2505] lr: 5.000e-06, eta: 0:10:25, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7703, top5_acc: 0.9000, loss_cls: 0.9477, loss: 0.9477, grad_norm: 17.9896 2020-08-12 11:19:20,644 - mmaction - INFO - Epoch [58][2200/2505] lr: 5.000e-06, eta: 0:09:47, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7719, top5_acc: 0.8984, loss_cls: 0.9509, loss: 0.9509, grad_norm: 18.3831 2020-08-12 11:19:57,822 - mmaction - INFO - Epoch [58][2220/2505] lr: 5.000e-06, eta: 0:09:08, time: 1.859, data_time: 0.001, memory: 8521, top1_acc: 0.7828, top5_acc: 0.9141, loss_cls: 0.9045, loss: 0.9045, grad_norm: 17.8677 2020-08-12 11:20:35,052 - mmaction - INFO - Epoch [58][2240/2505] lr: 5.000e-06, eta: 0:08:30, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7802, top5_acc: 0.9094, loss_cls: 0.9150, loss: 0.9150, grad_norm: 18.1941 2020-08-12 11:21:12,198 - mmaction - INFO - Epoch [58][2260/2505] lr: 5.000e-06, eta: 0:07:51, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7703, top5_acc: 0.9120, loss_cls: 0.8976, loss: 0.8976, grad_norm: 17.8219 2020-08-12 11:21:49,357 - mmaction - INFO - Epoch [58][2280/2505] lr: 5.000e-06, eta: 0:07:13, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7604, top5_acc: 0.8974, loss_cls: 0.9796, loss: 0.9796, grad_norm: 18.4176 2020-08-12 11:22:26,549 - mmaction - INFO - Epoch [58][2300/2505] lr: 5.000e-06, eta: 0:06:34, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7677, top5_acc: 0.9063, loss_cls: 0.9520, loss: 0.9520, grad_norm: 18.6945 2020-08-12 11:23:03,737 - mmaction - INFO - Epoch [58][2320/2505] lr: 5.000e-06, eta: 0:05:56, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7839, top5_acc: 0.9031, loss_cls: 0.9117, loss: 0.9117, grad_norm: 17.7418 2020-08-12 11:23:40,957 - mmaction - INFO - Epoch [58][2340/2505] lr: 5.000e-06, eta: 0:05:17, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7667, top5_acc: 0.9052, loss_cls: 0.9468, loss: 0.9468, grad_norm: 18.9361 2020-08-12 11:24:18,260 - mmaction - INFO - Epoch [58][2360/2505] lr: 5.000e-06, eta: 0:04:39, time: 1.865, data_time: 0.001, memory: 8521, top1_acc: 0.7349, top5_acc: 0.8922, loss_cls: 1.0531, loss: 1.0531, grad_norm: 19.4825 2020-08-12 11:24:55,471 - mmaction - INFO - Epoch [58][2380/2505] lr: 5.000e-06, eta: 0:04:00, time: 1.860, data_time: 0.001, memory: 8521, top1_acc: 0.7937, top5_acc: 0.9198, loss_cls: 0.8453, loss: 0.8453, grad_norm: 17.3332 2020-08-12 11:25:32,686 - mmaction - INFO - Epoch [58][2400/2505] lr: 5.000e-06, eta: 0:03:22, time: 1.861, data_time: 0.001, memory: 8521, top1_acc: 0.7724, top5_acc: 0.9109, loss_cls: 0.9402, loss: 0.9402, grad_norm: 18.4992 2020-08-12 11:26:09,783 - mmaction - INFO - Epoch [58][2420/2505] lr: 5.000e-06, eta: 0:02:43, time: 1.855, data_time: 0.001, memory: 8521, top1_acc: 0.7651, top5_acc: 0.9052, loss_cls: 0.9342, loss: 0.9342, grad_norm: 17.9418 2020-08-12 11:26:47,019 - mmaction - INFO - Epoch [58][2440/2505] lr: 5.000e-06, eta: 0:02:05, time: 1.862, data_time: 0.001, memory: 8521, top1_acc: 0.7740, top5_acc: 0.9089, loss_cls: 0.9233, loss: 0.9233, grad_norm: 19.0821 2020-08-12 11:27:24,301 - mmaction - INFO - Epoch [58][2460/2505] lr: 5.000e-06, eta: 0:01:26, time: 1.864, data_time: 0.001, memory: 8521, top1_acc: 0.7698, top5_acc: 0.9161, loss_cls: 0.8905, loss: 0.8905, grad_norm: 17.9654 2020-08-12 11:28:01,459 - mmaction - INFO - Epoch [58][2480/2505] lr: 5.000e-06, eta: 0:00:48, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7641, top5_acc: 0.9109, loss_cls: 0.9350, loss: 0.9350, grad_norm: 18.7134 2020-08-12 11:28:38,618 - mmaction - INFO - Epoch [58][2500/2505] lr: 5.000e-06, eta: 0:00:09, time: 1.858, data_time: 0.001, memory: 8521, top1_acc: 0.7646, top5_acc: 0.9109, loss_cls: 0.9313, loss: 0.9313, grad_norm: 18.2062 2020-08-12 11:28:54,799 - mmaction - INFO - Saving checkpoint at 58 epochs