2020-06-16 18:17:40,703 - mmaction - INFO - Environment info: ------------------------------------------------------------ sys.platform: linux Python: 3.6.8 |Anaconda, Inc.| (default, Dec 30 2018, 01:22:34) [GCC 7.3.0] CUDA available: True CUDA_HOME: /mnt/lustre/share/platform/dep/cuda-9.0-cudnn7.6 NVCC: Cuda compilation tools, release 9.0, V9.0.176 GPU 0,1,2,3,4,5,6,7: GeForce GTX 1080 Ti GCC: gcc (GCC) 7.3.0 PyTorch: 1.3.0 PyTorch compiling details: PyTorch built with: - GCC 4.8 - Intel(R) Math Kernel Library Version 2019.0.4 Product Build 20190411 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v0.20.5 (Git Hash 0125f28c61c1f822fd48570b4c1066f96fcb9b2e) - OpenMP 201107 (a.k.a. OpenMP 3.1) - NNPACK is enabled - CUDA Runtime 9.0 - NVCC architecture flags: -gencode;arch=compute_52,code=sm_52;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_61,code=sm_61;-gencode;arch=compute_70,code=sm_70 - CuDNN 7.6 - Magma 2.5.0 - Build settings: BLAS=MKL, BUILD_NAMEDTENSOR=OFF, BUILD_TYPE=Release, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -fopenmp -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -O2 -fPIC -Wno-narrowing -Wall -Wextra -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-variable -Wno-unused-function -Wno-unused-result -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, USE_CUDA=True, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=ON, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_STATIC_DISPATCH=OFF, TorchVision: 0.2.2 OpenCV: 4.2.0 MMCV: 0.5.9.dev20200610 MMAction: 1.0rc1+86da94f ------------------------------------------------------------ 2020-06-16 18:17:40,704 - mmaction - INFO - Distributed training: True 2020-06-16 18:17:40,704 - mmaction - INFO - Config: /mnt/lustre/xusu/data_t1/mmaction-lite/config/tsn_rgb_1x1x6_r50_2d_mit_100e.py # model settings model = dict( type='Recognizer2D', backbone=dict( type='ResNet', pretrained='torchvision://resnet50', depth=50, norm_eval=False), cls_head=dict( type='TSNHead', num_classes=339, in_channels=2048, spatial_type='avg', consensus=dict(type='AvgConsensus', dim=1), 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 = '/mnt/lustrenew/DATAshare/Moments_in_Time_extracted/train' data_root_val = '/mnt/lustrenew/DATAshare/Moments_in_Time_extracted/val' ann_file_train = '/mnt/lustrenew/DATAshare/mit_train_anno.txt' ann_file_val = '/mnt/lustrenew/DATAshare/mit_val_anno.txt' ann_file_test = ann_file_val img_norm_cfg = dict( mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False) mc_cfg = dict( server_list_cfg='/mnt/lustre/share/memcached_client/server_list.conf', client_cfg='/mnt/lustre/share/memcached_client/client.conf', sys_path='/mnt/lustre/share/pymc/py3') train_pipeline = [ dict(type='SampleFrames', clip_len=1, frame_interval=1, num_clips=6), dict(type='FrameSelector', io_backend='memcached', **mc_cfg), dict(type='Resize', scale=(-1, 256)), dict( type='MultiScaleCrop', input_size=224, scales=(1, 0.8), random_crop=False, max_wh_scale_gap=0), dict(type='Resize', scale=(224, 224), keep_ratio=False), dict(type='Flip', flip_ratio=0.5), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs', 'label']) ] val_pipeline = [ dict(type='SampleFrames', clip_len=1, frame_interval=1, num_clips=6), dict(type='FrameSelector', io_backend='memcached', **mc_cfg), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=224), dict(type='Flip', flip_ratio=0), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] test_pipeline = [ dict(type='SampleFrames', clip_len=1, frame_interval=1, num_clips=6), dict(type='FrameSelector', io_backend='memcached', **mc_cfg), dict(type='Resize', scale=(-1, 256)), dict(type='ThreeCrop', crop_size=256), dict(type='Flip', flip_ratio=0), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] data = dict( videos_per_gpu=16, workers_per_gpu=4, train=dict( type=dataset_type, ann_file=ann_file_train, data_prefix=data_root, pipeline=train_pipeline), val=dict( type=dataset_type, ann_file=ann_file_val, data_prefix=data_root_val, pipeline=val_pipeline), test=dict( type=dataset_type, ann_file=ann_file_test, data_prefix=data_root_val, pipeline=test_pipeline)) # optimizer optimizer = dict(type='SGD', lr=0.01, momentum=0.9, weight_decay=0.0001) optimizer_config = dict(grad_clip=dict(max_norm=40, norm_type=2)) # learning policy lr_config = dict(policy='step', step=[40, 80]) total_epochs = 100 checkpoint_config = dict(interval=5) log_config = dict( interval=20, hooks=[ dict(type='TextLoggerHook'), # dict(type='TensorboardLoggerHook'), ]) # runtime settings dist_params = dict(backend='nccl') log_level = 'INFO' work_dir = './work_dirs/tsn_rgb_1x1x6_r50_2d_mit_100e' load_from = None resume_from = None workflow = [('train', 1)] 2020-06-16 18:17:48,640 - mmaction - WARNING - The model and loaded state dict do not match exactly unexpected key in source state_dict: fc.weight, fc.bias 2020-06-16 18:17:52,128 - mmaction - INFO - Start running, host: xusu@SH-IDC1-10-5-36-189, work_dir: /mnt/lustre/xusu/data_t1/mmaction-lite/work_dirs/retrain_mit_tsn 2020-06-16 18:17:52,128 - mmaction - INFO - workflow: [('train', 1)], max: 100 epochs 2020-06-16 18:18:13,992 - mmaction - INFO - Epoch [1][20/3134] lr: 0.01000, eta: 3 days, 22:56:49, time: 1.091, data_time: 0.331, memory: 8339, top1_acc: 0.0063, top5_acc: 0.0312, loss_cls: 5.8225, loss: 5.8225 2020-06-16 18:18:27,998 - mmaction - INFO - Epoch [1][40/3134] lr: 0.01000, eta: 3 days, 5:54:17, time: 0.699, data_time: 0.005, memory: 8339, top1_acc: 0.0125, top5_acc: 0.0437, loss_cls: 5.6892, loss: 5.6892 2020-06-16 18:18:41,083 - mmaction - INFO - Epoch [1][60/3134] lr: 0.01000, eta: 2 days, 22:56:24, time: 0.655, data_time: 0.005, memory: 8339, top1_acc: 0.0594, top5_acc: 0.1281, loss_cls: 5.4489, loss: 5.4489 2020-06-16 18:18:54,445 - mmaction - INFO - Epoch [1][80/3134] lr: 0.01000, eta: 2 days, 19:43:48, time: 0.668, data_time: 0.001, memory: 8339, top1_acc: 0.0563, top5_acc: 0.1594, loss_cls: 5.3315, loss: 5.3315 2020-06-16 18:19:07,024 - mmaction - INFO - Epoch [1][100/3134] lr: 0.01000, eta: 2 days, 17:08:53, time: 0.630, data_time: 0.002, memory: 8339, top1_acc: 0.0344, top5_acc: 0.1156, loss_cls: 5.2850, loss: 5.2850 2020-06-16 18:19:20,028 - mmaction - INFO - Epoch [1][120/3134] lr: 0.01000, eta: 2 days, 15:38:02, time: 0.644, data_time: 0.004, memory: 8339, top1_acc: 0.0844, top5_acc: 0.2125, loss_cls: 4.9976, loss: 4.9976 2020-06-16 18:19:33,149 - mmaction - INFO - Epoch [1][140/3134] lr: 0.01000, eta: 2 days, 14:45:18, time: 0.661, data_time: 0.007, memory: 8339, top1_acc: 0.0969, top5_acc: 0.2125, loss_cls: 4.9417, loss: 4.9417 2020-06-16 18:19:47,275 - mmaction - INFO - Epoch [1][160/3134] lr: 0.01000, eta: 2 days, 14:32:24, time: 0.702, data_time: 0.002, memory: 8339, top1_acc: 0.0750, top5_acc: 0.2156, loss_cls: 4.9118, loss: 4.9118 2020-06-16 18:19:59,781 - mmaction - INFO - Epoch [1][180/3134] lr: 0.01000, eta: 2 days, 13:40:54, time: 0.630, data_time: 0.007, memory: 8339, top1_acc: 0.0875, top5_acc: 0.2469, loss_cls: 4.8944, loss: 4.8944 2020-06-16 18:20:12,787 - mmaction - INFO - Epoch [1][200/3134] lr: 0.01000, eta: 2 days, 13:08:22, time: 0.647, data_time: 0.001, memory: 8339, top1_acc: 0.0844, top5_acc: 0.2188, loss_cls: 4.7897, loss: 4.7897 2020-06-16 18:20:26,513 - mmaction - INFO - Epoch [1][220/3134] lr: 0.01000, eta: 2 days, 13:02:04, time: 0.690, data_time: 0.005, memory: 8339, top1_acc: 0.1125, top5_acc: 0.2687, loss_cls: 4.6915, loss: 4.6915 2020-06-16 18:20:40,159 - mmaction - INFO - Epoch [1][240/3134] lr: 0.01000, eta: 2 days, 12:52:57, time: 0.681, data_time: 0.000, memory: 8339, top1_acc: 0.0719, top5_acc: 0.2281, loss_cls: 4.8489, loss: 4.8489 2020-06-16 18:20:53,037 - mmaction - INFO - Epoch [1][260/3134] lr: 0.01000, eta: 2 days, 12:30:41, time: 0.645, data_time: 0.005, memory: 8339, top1_acc: 0.1437, top5_acc: 0.2969, loss_cls: 4.5370, loss: 4.5370 2020-06-16 18:21:05,839 - mmaction - INFO - Epoch [1][280/3134] lr: 0.01000, eta: 2 days, 12:07:14, time: 0.633, data_time: 0.004, memory: 8339, top1_acc: 0.1281, top5_acc: 0.2969, loss_cls: 4.5215, loss: 4.5215 2020-06-16 18:21:19,820 - mmaction - INFO - Epoch [1][300/3134] lr: 0.01000, eta: 2 days, 12:11:59, time: 0.706, data_time: 0.008, memory: 8339, top1_acc: 0.0875, top5_acc: 0.2844, loss_cls: 4.6452, loss: 4.6452 2020-06-16 18:21:32,224 - mmaction - INFO - Epoch [1][320/3134] lr: 0.01000, eta: 2 days, 11:48:14, time: 0.620, data_time: 0.001, memory: 8339, top1_acc: 0.1219, top5_acc: 0.3000, loss_cls: 4.5916, loss: 4.5916 2020-06-16 18:21:47,726 - mmaction - INFO - Epoch [1][340/3134] lr: 0.01000, eta: 2 days, 12:14:31, time: 0.774, data_time: 0.004, memory: 8339, top1_acc: 0.1250, top5_acc: 0.3063, loss_cls: 4.5788, loss: 4.5788 2020-06-16 18:22:00,792 - mmaction - INFO - Epoch [1][360/3134] lr: 0.01000, eta: 2 days, 12:02:19, time: 0.651, data_time: 0.002, memory: 8339, top1_acc: 0.1437, top5_acc: 0.3438, loss_cls: 4.3786, loss: 4.3786 2020-06-16 18:22:13,072 - mmaction - INFO - Epoch [1][380/3134] lr: 0.01000, eta: 2 days, 11:41:40, time: 0.616, data_time: 0.005, memory: 8339, top1_acc: 0.1125, top5_acc: 0.2844, loss_cls: 4.4550, loss: 4.4550 2020-06-16 18:22:26,815 - mmaction - INFO - Epoch [1][400/3134] lr: 0.01000, eta: 2 days, 11:41:48, time: 0.688, data_time: 0.002, memory: 8339, top1_acc: 0.1156, top5_acc: 0.3219, loss_cls: 4.4539, loss: 4.4539 2020-06-16 18:22:40,139 - mmaction - INFO - Epoch [1][420/3134] lr: 0.01000, eta: 2 days, 11:36:18, time: 0.665, data_time: 0.001, memory: 8339, top1_acc: 0.1719, top5_acc: 0.3094, loss_cls: 4.3943, loss: 4.3943 2020-06-16 18:22:52,749 - mmaction - INFO - Epoch [1][440/3134] lr: 0.01000, eta: 2 days, 11:23:11, time: 0.631, data_time: 0.002, memory: 8339, top1_acc: 0.1469, top5_acc: 0.3375, loss_cls: 4.4179, loss: 4.4179 2020-06-16 18:23:05,620 - mmaction - INFO - Epoch [1][460/3134] lr: 0.01000, eta: 2 days, 11:12:55, time: 0.639, data_time: 0.001, memory: 8339, top1_acc: 0.1375, top5_acc: 0.3438, loss_cls: 4.2558, loss: 4.2558 2020-06-16 18:23:19,152 - mmaction - INFO - Epoch [1][480/3134] lr: 0.01000, eta: 2 days, 11:12:37, time: 0.681, data_time: 0.006, memory: 8339, top1_acc: 0.1375, top5_acc: 0.3344, loss_cls: 4.3198, loss: 4.3198 2020-06-16 18:23:31,573 - mmaction - INFO - Epoch [1][500/3134] lr: 0.01000, eta: 2 days, 10:59:41, time: 0.620, data_time: 0.007, memory: 8339, top1_acc: 0.1594, top5_acc: 0.3156, loss_cls: 4.3125, loss: 4.3125 2020-06-16 18:23:44,287 - mmaction - INFO - Epoch [1][520/3134] lr: 0.01000, eta: 2 days, 10:51:00, time: 0.637, data_time: 0.014, memory: 8339, top1_acc: 0.1531, top5_acc: 0.3312, loss_cls: 4.3642, loss: 4.3642 2020-06-16 18:23:58,910 - mmaction - INFO - Epoch [1][540/3134] lr: 0.01000, eta: 2 days, 11:01:04, time: 0.730, data_time: 0.005, memory: 8339, top1_acc: 0.1406, top5_acc: 0.3500, loss_cls: 4.3562, loss: 4.3562 2020-06-16 18:24:11,347 - mmaction - INFO - Epoch [1][560/3134] lr: 0.01000, eta: 2 days, 10:50:12, time: 0.622, data_time: 0.002, memory: 8339, top1_acc: 0.1812, top5_acc: 0.3531, loss_cls: 4.2466, loss: 4.2466 2020-06-16 18:24:23,818 - mmaction - INFO - Epoch [1][580/3134] lr: 0.01000, eta: 2 days, 10:40:27, time: 0.624, data_time: 0.002, memory: 8339, top1_acc: 0.1250, top5_acc: 0.3063, loss_cls: 4.4540, loss: 4.4540 2020-06-16 18:24:36,112 - mmaction - INFO - Epoch [1][600/3134] lr: 0.01000, eta: 2 days, 10:29:49, time: 0.615, data_time: 0.001, memory: 8339, top1_acc: 0.1437, top5_acc: 0.3719, loss_cls: 4.3255, loss: 4.3255 2020-06-16 18:24:48,960 - mmaction - INFO - Epoch [1][620/3134] lr: 0.01000, eta: 2 days, 10:23:57, time: 0.640, data_time: 0.005, memory: 8339, top1_acc: 0.1375, top5_acc: 0.3063, loss_cls: 4.4608, loss: 4.4608 2020-06-16 18:25:03,257 - mmaction - INFO - Epoch [1][640/3134] lr: 0.01000, eta: 2 days, 10:30:56, time: 0.716, data_time: 0.020, memory: 8339, top1_acc: 0.1594, top5_acc: 0.3094, loss_cls: 4.3312, loss: 4.3312 2020-06-16 18:25:15,696 - mmaction - INFO - Epoch [1][660/3134] lr: 0.01000, eta: 2 days, 10:22:39, time: 0.622, data_time: 0.002, memory: 8339, top1_acc: 0.1844, top5_acc: 0.3781, loss_cls: 4.2343, loss: 4.2343 2020-06-16 18:25:28,715 - mmaction - INFO - Epoch [1][680/3134] lr: 0.01000, eta: 2 days, 10:19:09, time: 0.651, data_time: 0.001, memory: 8339, top1_acc: 0.1594, top5_acc: 0.3750, loss_cls: 4.1845, loss: 4.1845 2020-06-16 18:25:41,322 - mmaction - INFO - Epoch [1][700/3134] lr: 0.01000, eta: 2 days, 10:12:46, time: 0.630, data_time: 0.001, memory: 8339, top1_acc: 0.1562, top5_acc: 0.2938, loss_cls: 4.3729, loss: 4.3729 2020-06-16 18:25:53,943 - mmaction - INFO - Epoch [1][720/3134] lr: 0.01000, eta: 2 days, 10:06:59, time: 0.632, data_time: 0.004, memory: 8339, top1_acc: 0.1500, top5_acc: 0.3563, loss_cls: 4.2853, loss: 4.2853 2020-06-16 18:26:05,957 - mmaction - INFO - Epoch [1][740/3134] lr: 0.01000, eta: 2 days, 9:57:02, time: 0.600, data_time: 0.001, memory: 8339, top1_acc: 0.1844, top5_acc: 0.3906, loss_cls: 4.2323, loss: 4.2323 2020-06-16 18:26:18,183 - mmaction - INFO - Epoch [1][760/3134] lr: 0.01000, eta: 2 days, 9:49:02, time: 0.611, data_time: 0.004, memory: 8339, top1_acc: 0.1719, top5_acc: 0.3312, loss_cls: 4.2491, loss: 4.2491 2020-06-16 18:26:31,087 - mmaction - INFO - Epoch [1][780/3134] lr: 0.01000, eta: 2 days, 9:45:56, time: 0.644, data_time: 0.027, memory: 8339, top1_acc: 0.1812, top5_acc: 0.3625, loss_cls: 4.1918, loss: 4.1918 2020-06-16 18:26:43,989 - mmaction - INFO - Epoch [1][800/3134] lr: 0.01000, eta: 2 days, 9:43:22, time: 0.647, data_time: 0.021, memory: 8339, top1_acc: 0.1437, top5_acc: 0.3656, loss_cls: 4.2979, loss: 4.2979 2020-06-16 18:26:56,124 - mmaction - INFO - Epoch [1][820/3134] lr: 0.01000, eta: 2 days, 9:35:43, time: 0.606, data_time: 0.001, memory: 8339, top1_acc: 0.1594, top5_acc: 0.3500, loss_cls: 4.1387, loss: 4.1387 2020-06-16 18:27:10,642 - mmaction - INFO - Epoch [1][840/3134] lr: 0.01000, eta: 2 days, 9:43:12, time: 0.725, data_time: 0.005, memory: 8339, top1_acc: 0.1562, top5_acc: 0.3344, loss_cls: 4.2061, loss: 4.2061 2020-06-16 18:27:23,539 - mmaction - INFO - Epoch [1][860/3134] lr: 0.01000, eta: 2 days, 9:40:40, time: 0.646, data_time: 0.002, memory: 8339, top1_acc: 0.1906, top5_acc: 0.3750, loss_cls: 4.2857, loss: 4.2857 2020-06-16 18:27:36,686 - mmaction - INFO - Epoch [1][880/3134] lr: 0.01000, eta: 2 days, 9:39:39, time: 0.658, data_time: 0.001, memory: 8339, top1_acc: 0.2000, top5_acc: 0.3781, loss_cls: 4.1300, loss: 4.1300 2020-06-16 18:27:50,450 - mmaction - INFO - Epoch [1][900/3134] lr: 0.01000, eta: 2 days, 9:41:37, time: 0.683, data_time: 0.001, memory: 8339, top1_acc: 0.1750, top5_acc: 0.3281, loss_cls: 4.1774, loss: 4.1774 2020-06-16 18:28:03,782 - mmaction - INFO - Epoch [1][920/3134] lr: 0.01000, eta: 2 days, 9:42:06, time: 0.671, data_time: 0.007, memory: 8339, top1_acc: 0.1594, top5_acc: 0.3781, loss_cls: 4.2467, loss: 4.2467 2020-06-16 18:28:17,291 - mmaction - INFO - Epoch [1][940/3134] lr: 0.01000, eta: 2 days, 9:43:06, time: 0.676, data_time: 0.002, memory: 8339, top1_acc: 0.1562, top5_acc: 0.4125, loss_cls: 4.1057, loss: 4.1057 2020-06-16 18:28:30,820 - mmaction - INFO - Epoch [1][960/3134] lr: 0.01000, eta: 2 days, 9:44:00, time: 0.675, data_time: 0.003, memory: 8339, top1_acc: 0.1562, top5_acc: 0.3469, loss_cls: 4.1937, loss: 4.1937 2020-06-16 18:28:44,516 - mmaction - INFO - Epoch [1][980/3134] lr: 0.01000, eta: 2 days, 9:45:56, time: 0.685, data_time: 0.005, memory: 8339, top1_acc: 0.1688, top5_acc: 0.3969, loss_cls: 4.1970, loss: 4.1970 2020-06-16 18:28:58,159 - mmaction - INFO - Epoch [1][1000/3134] lr: 0.01000, eta: 2 days, 9:47:27, time: 0.682, data_time: 0.004, memory: 8339, top1_acc: 0.1500, top5_acc: 0.3156, loss_cls: 4.2555, loss: 4.2555 2020-06-16 18:29:11,716 - mmaction - INFO - Epoch [1][1020/3134] lr: 0.01000, eta: 2 days, 9:48:31, time: 0.679, data_time: 0.002, memory: 8339, top1_acc: 0.1656, top5_acc: 0.3719, loss_cls: 4.1484, loss: 4.1484 2020-06-16 18:29:24,133 - mmaction - INFO - Epoch [1][1040/3134] lr: 0.01000, eta: 2 days, 9:43:42, time: 0.620, data_time: 0.001, memory: 8339, top1_acc: 0.1719, top5_acc: 0.4062, loss_cls: 4.1621, loss: 4.1621 2020-06-16 18:29:37,344 - mmaction - INFO - Epoch [1][1060/3134] lr: 0.01000, eta: 2 days, 9:42:47, time: 0.658, data_time: 0.005, memory: 8339, top1_acc: 0.1594, top5_acc: 0.3344, loss_cls: 4.3837, loss: 4.3837 2020-06-16 18:29:51,550 - mmaction - INFO - Epoch [1][1080/3134] lr: 0.01000, eta: 2 days, 9:47:09, time: 0.713, data_time: 0.004, memory: 8339, top1_acc: 0.1812, top5_acc: 0.3250, loss_cls: 4.1048, loss: 4.1048 2020-06-16 18:30:05,120 - mmaction - INFO - Epoch [1][1100/3134] lr: 0.01000, eta: 2 days, 9:48:07, time: 0.679, data_time: 0.001, memory: 8339, top1_acc: 0.1875, top5_acc: 0.3531, loss_cls: 4.1832, loss: 4.1832 2020-06-16 18:30:17,977 - mmaction - INFO - Epoch [1][1120/3134] lr: 0.01000, eta: 2 days, 9:45:29, time: 0.640, data_time: 0.004, memory: 8339, top1_acc: 0.2062, top5_acc: 0.3937, loss_cls: 4.1449, loss: 4.1449 2020-06-16 18:30:30,787 - mmaction - INFO - Epoch [1][1140/3134] lr: 0.01000, eta: 2 days, 9:43:07, time: 0.642, data_time: 0.005, memory: 8339, top1_acc: 0.2156, top5_acc: 0.4156, loss_cls: 3.8846, loss: 3.8846 2020-06-16 18:30:43,919 - mmaction - INFO - Epoch [1][1160/3134] lr: 0.01000, eta: 2 days, 9:41:47, time: 0.653, data_time: 0.001, memory: 8339, top1_acc: 0.1656, top5_acc: 0.3625, loss_cls: 4.1085, loss: 4.1085 2020-06-16 18:30:57,045 - mmaction - INFO - Epoch [1][1180/3134] lr: 0.01000, eta: 2 days, 9:41:07, time: 0.660, data_time: 0.005, memory: 8339, top1_acc: 0.1844, top5_acc: 0.3937, loss_cls: 4.0762, loss: 4.0762 2020-06-16 18:31:13,599 - mmaction - INFO - Epoch [1][1200/3134] lr: 0.01000, eta: 2 days, 9:55:02, time: 0.828, data_time: 0.056, memory: 8339, top1_acc: 0.1906, top5_acc: 0.3937, loss_cls: 4.0086, loss: 4.0086 2020-06-16 18:31:26,268 - mmaction - INFO - Epoch [1][1220/3134] lr: 0.01000, eta: 2 days, 9:51:52, time: 0.633, data_time: 0.001, memory: 8339, top1_acc: 0.1688, top5_acc: 0.3594, loss_cls: 4.1717, loss: 4.1717 2020-06-16 18:31:39,365 - mmaction - INFO - Epoch [1][1240/3134] lr: 0.01000, eta: 2 days, 9:50:37, time: 0.655, data_time: 0.004, memory: 8339, top1_acc: 0.1656, top5_acc: 0.3906, loss_cls: 4.1643, loss: 4.1643 2020-06-16 18:31:51,895 - mmaction - INFO - Epoch [1][1260/3134] lr: 0.01000, eta: 2 days, 9:46:55, time: 0.625, data_time: 0.004, memory: 8339, top1_acc: 0.1781, top5_acc: 0.3719, loss_cls: 4.1293, loss: 4.1293 2020-06-16 18:32:05,550 - mmaction - INFO - Epoch [1][1280/3134] lr: 0.01000, eta: 2 days, 9:48:09, time: 0.684, data_time: 0.004, memory: 8339, top1_acc: 0.1656, top5_acc: 0.3625, loss_cls: 4.0782, loss: 4.0782 2020-06-16 18:32:18,889 - mmaction - INFO - Epoch [1][1300/3134] lr: 0.01000, eta: 2 days, 9:47:50, time: 0.666, data_time: 0.000, memory: 8339, top1_acc: 0.1906, top5_acc: 0.3656, loss_cls: 4.1478, loss: 4.1478 2020-06-16 18:32:32,261 - mmaction - INFO - Epoch [1][1320/3134] lr: 0.01000, eta: 2 days, 9:47:33, time: 0.666, data_time: 0.005, memory: 8339, top1_acc: 0.2219, top5_acc: 0.4344, loss_cls: 3.9320, loss: 3.9320 2020-06-16 18:32:44,156 - mmaction - INFO - Epoch [1][1340/3134] lr: 0.01000, eta: 2 days, 9:42:04, time: 0.599, data_time: 0.005, memory: 8339, top1_acc: 0.1938, top5_acc: 0.4531, loss_cls: 4.0294, loss: 4.0294 2020-06-16 18:32:57,289 - mmaction - INFO - Epoch [1][1360/3134] lr: 0.01000, eta: 2 days, 9:40:41, time: 0.651, data_time: 0.002, memory: 8339, top1_acc: 0.1750, top5_acc: 0.3625, loss_cls: 4.1100, loss: 4.1100 2020-06-16 18:33:11,051 - mmaction - INFO - Epoch [1][1380/3134] lr: 0.01000, eta: 2 days, 9:42:33, time: 0.693, data_time: 0.008, memory: 8339, top1_acc: 0.1844, top5_acc: 0.3469, loss_cls: 4.1037, loss: 4.1037 2020-06-16 18:33:24,527 - mmaction - INFO - Epoch [1][1400/3134] lr: 0.01000, eta: 2 days, 9:42:54, time: 0.673, data_time: 0.001, memory: 8339, top1_acc: 0.1875, top5_acc: 0.3500, loss_cls: 4.0782, loss: 4.0782 2020-06-16 18:33:38,474 - mmaction - INFO - Epoch [1][1420/3134] lr: 0.01000, eta: 2 days, 9:44:54, time: 0.696, data_time: 0.006, memory: 8339, top1_acc: 0.1844, top5_acc: 0.3750, loss_cls: 4.2271, loss: 4.2271 2020-06-16 18:33:50,906 - mmaction - INFO - Epoch [1][1440/3134] lr: 0.01000, eta: 2 days, 9:41:32, time: 0.623, data_time: 0.005, memory: 8339, top1_acc: 0.1656, top5_acc: 0.3594, loss_cls: 4.1490, loss: 4.1490 2020-06-16 18:34:03,704 - mmaction - INFO - Epoch [1][1460/3134] lr: 0.01000, eta: 2 days, 9:39:33, time: 0.641, data_time: 0.002, memory: 8339, top1_acc: 0.2000, top5_acc: 0.4156, loss_cls: 3.9177, loss: 3.9177 2020-06-16 18:34:16,848 - mmaction - INFO - Epoch [1][1480/3134] lr: 0.01000, eta: 2 days, 9:38:38, time: 0.655, data_time: 0.005, memory: 8339, top1_acc: 0.1781, top5_acc: 0.3719, loss_cls: 4.1483, loss: 4.1483 2020-06-16 18:34:29,162 - mmaction - INFO - Epoch [1][1500/3134] lr: 0.01000, eta: 2 days, 9:35:00, time: 0.616, data_time: 0.004, memory: 8339, top1_acc: 0.1938, top5_acc: 0.4031, loss_cls: 4.0951, loss: 4.0951 2020-06-16 18:34:42,009 - mmaction - INFO - Epoch [1][1520/3134] lr: 0.01000, eta: 2 days, 9:33:02, time: 0.639, data_time: 0.003, memory: 8339, top1_acc: 0.1812, top5_acc: 0.3906, loss_cls: 4.1762, loss: 4.1762 2020-06-16 18:34:54,806 - mmaction - INFO - Epoch [1][1540/3134] lr: 0.01000, eta: 2 days, 9:31:24, time: 0.643, data_time: 0.006, memory: 8339, top1_acc: 0.2000, top5_acc: 0.3812, loss_cls: 3.9930, loss: 3.9930 2020-06-16 18:35:07,116 - mmaction - INFO - Epoch [1][1560/3134] lr: 0.01000, eta: 2 days, 9:27:54, time: 0.615, data_time: 0.001, memory: 8339, top1_acc: 0.1844, top5_acc: 0.4000, loss_cls: 3.9825, loss: 3.9825 2020-06-16 18:35:20,057 - mmaction - INFO - Epoch [1][1580/3134] lr: 0.01000, eta: 2 days, 9:26:37, time: 0.647, data_time: 0.002, memory: 8339, top1_acc: 0.1406, top5_acc: 0.3469, loss_cls: 4.2362, loss: 4.2362 2020-06-16 18:35:32,042 - mmaction - INFO - Epoch [1][1600/3134] lr: 0.01000, eta: 2 days, 9:22:18, time: 0.600, data_time: 0.003, memory: 8339, top1_acc: 0.1719, top5_acc: 0.4594, loss_cls: 3.8748, loss: 3.8748 2020-06-16 18:35:45,306 - mmaction - INFO - Epoch [1][1620/3134] lr: 0.01000, eta: 2 days, 9:21:57, time: 0.660, data_time: 0.005, memory: 8339, top1_acc: 0.2031, top5_acc: 0.3812, loss_cls: 4.1121, loss: 4.1121 2020-06-16 18:35:59,758 - mmaction - INFO - Epoch [1][1640/3134] lr: 0.01000, eta: 2 days, 9:25:45, time: 0.726, data_time: 0.006, memory: 8339, top1_acc: 0.1844, top5_acc: 0.3969, loss_cls: 4.1161, loss: 4.1161 2020-06-16 18:36:11,931 - mmaction - INFO - Epoch [1][1660/3134] lr: 0.01000, eta: 2 days, 9:22:06, time: 0.608, data_time: 0.000, memory: 8339, top1_acc: 0.1906, top5_acc: 0.4000, loss_cls: 4.1229, loss: 4.1229 2020-06-16 18:36:25,076 - mmaction - INFO - Epoch [1][1680/3134] lr: 0.01000, eta: 2 days, 9:21:25, time: 0.655, data_time: 0.005, memory: 8339, top1_acc: 0.1594, top5_acc: 0.3406, loss_cls: 4.2190, loss: 4.2190 2020-06-16 18:36:37,551 - mmaction - INFO - Epoch [1][1700/3134] lr: 0.01000, eta: 2 days, 9:18:54, time: 0.625, data_time: 0.004, memory: 8339, top1_acc: 0.1969, top5_acc: 0.3719, loss_cls: 4.0900, loss: 4.0900 2020-06-16 18:36:50,088 - mmaction - INFO - Epoch [1][1720/3134] lr: 0.01000, eta: 2 days, 9:16:38, time: 0.628, data_time: 0.002, memory: 8339, top1_acc: 0.1625, top5_acc: 0.3750, loss_cls: 4.1676, loss: 4.1676 2020-06-16 18:37:02,995 - mmaction - INFO - Epoch [1][1740/3134] lr: 0.01000, eta: 2 days, 9:15:11, time: 0.641, data_time: 0.004, memory: 8339, top1_acc: 0.1688, top5_acc: 0.3688, loss_cls: 4.1734, loss: 4.1734 2020-06-16 18:37:15,562 - mmaction - INFO - Epoch [1][1760/3134] lr: 0.01000, eta: 2 days, 9:13:13, time: 0.632, data_time: 0.006, memory: 8339, top1_acc: 0.1969, top5_acc: 0.4094, loss_cls: 3.9736, loss: 3.9736 2020-06-16 18:37:28,768 - mmaction - INFO - Epoch [1][1780/3134] lr: 0.01000, eta: 2 days, 9:13:00, time: 0.661, data_time: 0.002, memory: 8339, top1_acc: 0.2125, top5_acc: 0.3937, loss_cls: 3.9991, loss: 3.9991 2020-06-16 18:37:41,475 - mmaction - INFO - Epoch [1][1800/3134] lr: 0.01000, eta: 2 days, 9:11:19, time: 0.636, data_time: 0.004, memory: 8339, top1_acc: 0.1688, top5_acc: 0.3594, loss_cls: 4.1333, loss: 4.1333 2020-06-16 18:37:55,795 - mmaction - INFO - Epoch [1][1820/3134] lr: 0.01000, eta: 2 days, 9:14:11, time: 0.715, data_time: 0.000, memory: 8339, top1_acc: 0.1844, top5_acc: 0.3875, loss_cls: 4.0400, loss: 4.0400 2020-06-16 18:38:07,641 - mmaction - INFO - Epoch [1][1840/3134] lr: 0.01000, eta: 2 days, 9:10:05, time: 0.593, data_time: 0.002, memory: 8339, top1_acc: 0.1812, top5_acc: 0.3875, loss_cls: 4.0904, loss: 4.0904 2020-06-16 18:38:20,939 - mmaction - INFO - Epoch [1][1860/3134] lr: 0.01000, eta: 2 days, 9:10:05, time: 0.664, data_time: 0.001, memory: 8339, top1_acc: 0.2250, top5_acc: 0.4188, loss_cls: 3.9938, loss: 3.9938 2020-06-16 18:38:33,954 - mmaction - INFO - Epoch [1][1880/3134] lr: 0.01000, eta: 2 days, 9:09:23, time: 0.652, data_time: 0.002, memory: 8339, top1_acc: 0.1594, top5_acc: 0.3812, loss_cls: 4.0716, loss: 4.0716 2020-06-16 18:38:46,430 - mmaction - INFO - Epoch [1][1900/3134] lr: 0.01000, eta: 2 days, 9:06:53, time: 0.619, data_time: 0.003, memory: 8339, top1_acc: 0.1938, top5_acc: 0.3750, loss_cls: 4.0844, loss: 4.0844 2020-06-16 18:38:58,566 - mmaction - INFO - Epoch [1][1920/3134] lr: 0.01000, eta: 2 days, 9:04:01, time: 0.611, data_time: 0.006, memory: 8339, top1_acc: 0.1750, top5_acc: 0.3750, loss_cls: 4.0080, loss: 4.0080 2020-06-16 18:39:10,349 - mmaction - INFO - Epoch [1][1940/3134] lr: 0.01000, eta: 2 days, 9:00:02, time: 0.589, data_time: 0.001, memory: 8339, top1_acc: 0.1969, top5_acc: 0.3781, loss_cls: 3.9758, loss: 3.9758 2020-06-16 18:39:22,378 - mmaction - INFO - Epoch [1][1960/3134] lr: 0.01000, eta: 2 days, 8:56:29, time: 0.596, data_time: 0.004, memory: 8339, top1_acc: 0.1844, top5_acc: 0.4156, loss_cls: 3.9663, loss: 3.9663 2020-06-16 18:39:34,536 - mmaction - INFO - Epoch [1][1980/3134] lr: 0.01000, eta: 2 days, 8:53:55, time: 0.613, data_time: 0.027, memory: 8339, top1_acc: 0.1906, top5_acc: 0.3719, loss_cls: 4.0095, loss: 4.0095 2020-06-16 18:39:47,066 - mmaction - INFO - Epoch [1][2000/3134] lr: 0.01000, eta: 2 days, 8:52:05, time: 0.627, data_time: 0.020, memory: 8339, top1_acc: 0.2000, top5_acc: 0.3969, loss_cls: 3.9974, loss: 3.9974 2020-06-16 18:39:59,259 - mmaction - INFO - Epoch [1][2020/3134] lr: 0.01000, eta: 2 days, 8:49:16, time: 0.607, data_time: 0.004, memory: 8339, top1_acc: 0.1906, top5_acc: 0.3719, loss_cls: 4.2327, loss: 4.2327 2020-06-16 18:40:11,188 - mmaction - INFO - Epoch [1][2040/3134] lr: 0.01000, eta: 2 days, 8:46:04, time: 0.599, data_time: 0.004, memory: 8339, top1_acc: 0.2000, top5_acc: 0.4125, loss_cls: 3.8942, loss: 3.8942 2020-06-16 18:40:23,254 - mmaction - INFO - Epoch [1][2060/3134] lr: 0.01000, eta: 2 days, 8:43:11, time: 0.603, data_time: 0.002, memory: 8339, top1_acc: 0.2219, top5_acc: 0.4031, loss_cls: 4.0388, loss: 4.0388 2020-06-16 18:40:35,582 - mmaction - INFO - Epoch [1][2080/3134] lr: 0.01000, eta: 2 days, 8:40:56, time: 0.615, data_time: 0.018, memory: 8339, top1_acc: 0.2125, top5_acc: 0.4062, loss_cls: 3.8745, loss: 3.8745 2020-06-16 18:40:48,101 - mmaction - INFO - Epoch [1][2100/3134] lr: 0.01000, eta: 2 days, 8:39:19, time: 0.627, data_time: 0.009, memory: 8339, top1_acc: 0.2375, top5_acc: 0.4437, loss_cls: 3.8576, loss: 3.8576 2020-06-16 18:41:00,342 - mmaction - INFO - Epoch [1][2120/3134] lr: 0.01000, eta: 2 days, 8:37:00, time: 0.612, data_time: 0.011, memory: 8339, top1_acc: 0.1906, top5_acc: 0.4313, loss_cls: 3.8287, loss: 3.8287 2020-06-16 18:41:12,755 - mmaction - INFO - Epoch [1][2140/3134] lr: 0.01000, eta: 2 days, 8:34:59, time: 0.618, data_time: 0.004, memory: 8339, top1_acc: 0.2062, top5_acc: 0.4125, loss_cls: 3.9963, loss: 3.9963 2020-06-16 18:41:24,654 - mmaction - INFO - Epoch [1][2160/3134] lr: 0.01000, eta: 2 days, 8:32:05, time: 0.599, data_time: 0.005, memory: 8339, top1_acc: 0.2125, top5_acc: 0.4406, loss_cls: 3.7653, loss: 3.7653 2020-06-16 18:41:37,884 - mmaction - INFO - Epoch [1][2180/3134] lr: 0.01000, eta: 2 days, 8:32:13, time: 0.661, data_time: 0.000, memory: 8339, top1_acc: 0.1531, top5_acc: 0.3563, loss_cls: 4.2363, loss: 4.2363 2020-06-16 18:41:49,745 - mmaction - INFO - Epoch [1][2200/3134] lr: 0.01000, eta: 2 days, 8:28:55, time: 0.589, data_time: 0.005, memory: 8339, top1_acc: 0.2031, top5_acc: 0.3844, loss_cls: 4.0532, loss: 4.0532 2020-06-16 18:42:01,640 - mmaction - INFO - Epoch [1][2220/3134] lr: 0.01000, eta: 2 days, 8:26:10, time: 0.599, data_time: 0.006, memory: 8339, top1_acc: 0.1875, top5_acc: 0.4000, loss_cls: 3.9745, loss: 3.9745 2020-06-16 18:42:14,106 - mmaction - INFO - Epoch [1][2240/3134] lr: 0.01000, eta: 2 days, 8:24:34, time: 0.623, data_time: 0.001, memory: 8339, top1_acc: 0.1938, top5_acc: 0.3906, loss_cls: 4.0192, loss: 4.0192 2020-06-16 18:42:26,594 - mmaction - INFO - Epoch [1][2260/3134] lr: 0.01000, eta: 2 days, 8:22:49, time: 0.619, data_time: 0.005, memory: 8339, top1_acc: 0.2125, top5_acc: 0.5000, loss_cls: 3.8019, loss: 3.8019 2020-06-16 18:42:38,493 - mmaction - INFO - Epoch [1][2280/3134] lr: 0.01000, eta: 2 days, 8:20:11, time: 0.599, data_time: 0.007, memory: 8339, top1_acc: 0.2000, top5_acc: 0.4031, loss_cls: 4.0102, loss: 4.0102 2020-06-16 18:42:50,857 - mmaction - INFO - Epoch [1][2300/3134] lr: 0.01000, eta: 2 days, 8:18:25, time: 0.617, data_time: 0.006, memory: 8339, top1_acc: 0.1844, top5_acc: 0.3875, loss_cls: 4.0846, loss: 4.0846 2020-06-16 18:43:05,092 - mmaction - INFO - Epoch [1][2320/3134] lr: 0.01000, eta: 2 days, 8:20:54, time: 0.712, data_time: 0.005, memory: 8339, top1_acc: 0.2344, top5_acc: 0.4281, loss_cls: 3.8870, loss: 3.8870 2020-06-16 18:43:17,600 - mmaction - INFO - Epoch [1][2340/3134] lr: 0.01000, eta: 2 days, 8:19:20, time: 0.622, data_time: 0.002, memory: 8339, top1_acc: 0.1844, top5_acc: 0.3906, loss_cls: 4.0192, loss: 4.0192 2020-06-16 18:43:29,573 - mmaction - INFO - Epoch [1][2360/3134] lr: 0.01000, eta: 2 days, 8:16:59, time: 0.603, data_time: 0.007, memory: 8339, top1_acc: 0.1750, top5_acc: 0.3875, loss_cls: 3.9616, loss: 3.9616 2020-06-16 18:43:41,648 - mmaction - INFO - Epoch [1][2380/3134] lr: 0.01000, eta: 2 days, 8:14:40, time: 0.603, data_time: 0.001, memory: 8339, top1_acc: 0.1781, top5_acc: 0.3656, loss_cls: 4.0954, loss: 4.0954 2020-06-16 18:43:53,570 - mmaction - INFO - Epoch [1][2400/3134] lr: 0.01000, eta: 2 days, 8:12:03, time: 0.595, data_time: 0.005, memory: 8339, top1_acc: 0.2094, top5_acc: 0.3906, loss_cls: 3.9429, loss: 3.9429 2020-06-16 18:44:06,091 - mmaction - INFO - Epoch [1][2420/3134] lr: 0.01000, eta: 2 days, 8:10:48, time: 0.627, data_time: 0.004, memory: 8339, top1_acc: 0.1781, top5_acc: 0.3531, loss_cls: 4.1106, loss: 4.1106 2020-06-16 18:44:17,762 - mmaction - INFO - Epoch [1][2440/3134] lr: 0.01000, eta: 2 days, 8:07:48, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.2000, top5_acc: 0.4156, loss_cls: 4.0103, loss: 4.0103 2020-06-16 18:44:31,175 - mmaction - INFO - Epoch [1][2460/3134] lr: 0.01000, eta: 2 days, 8:08:15, time: 0.665, data_time: 0.004, memory: 8339, top1_acc: 0.2313, top5_acc: 0.4156, loss_cls: 4.0485, loss: 4.0485 2020-06-16 18:44:42,982 - mmaction - INFO - Epoch [1][2480/3134] lr: 0.01000, eta: 2 days, 8:05:43, time: 0.595, data_time: 0.006, memory: 8339, top1_acc: 0.2062, top5_acc: 0.4281, loss_cls: 3.9384, loss: 3.9384 2020-06-16 18:44:55,363 - mmaction - INFO - Epoch [1][2500/3134] lr: 0.01000, eta: 2 days, 8:04:14, time: 0.619, data_time: 0.001, memory: 8339, top1_acc: 0.1812, top5_acc: 0.3531, loss_cls: 4.2352, loss: 4.2352 2020-06-16 18:45:07,742 - mmaction - INFO - Epoch [1][2520/3134] lr: 0.01000, eta: 2 days, 8:02:44, time: 0.618, data_time: 0.004, memory: 8339, top1_acc: 0.1938, top5_acc: 0.3781, loss_cls: 4.1243, loss: 4.1243 2020-06-16 18:45:19,791 - mmaction - INFO - Epoch [1][2540/3134] lr: 0.01000, eta: 2 days, 8:00:40, time: 0.604, data_time: 0.005, memory: 8339, top1_acc: 0.1719, top5_acc: 0.3563, loss_cls: 4.1756, loss: 4.1756 2020-06-16 18:45:31,599 - mmaction - INFO - Epoch [1][2560/3134] lr: 0.01000, eta: 2 days, 7:58:06, time: 0.591, data_time: 0.006, memory: 8339, top1_acc: 0.2000, top5_acc: 0.4125, loss_cls: 3.9951, loss: 3.9951 2020-06-16 18:45:44,008 - mmaction - INFO - Epoch [1][2580/3134] lr: 0.01000, eta: 2 days, 7:56:36, time: 0.616, data_time: 0.005, memory: 8339, top1_acc: 0.2344, top5_acc: 0.4188, loss_cls: 3.8952, loss: 3.8952 2020-06-16 18:46:01,160 - mmaction - INFO - Epoch [1][2600/3134] lr: 0.01000, eta: 2 days, 8:04:47, time: 0.859, data_time: 0.007, memory: 8339, top1_acc: 0.2219, top5_acc: 0.4562, loss_cls: 3.8321, loss: 3.8321 2020-06-16 18:46:13,353 - mmaction - INFO - Epoch [1][2620/3134] lr: 0.01000, eta: 2 days, 8:03:05, time: 0.612, data_time: 0.005, memory: 8339, top1_acc: 0.2094, top5_acc: 0.4406, loss_cls: 3.8918, loss: 3.8918 2020-06-16 18:46:25,085 - mmaction - INFO - Epoch [1][2640/3134] lr: 0.01000, eta: 2 days, 8:00:24, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.2188, top5_acc: 0.4437, loss_cls: 3.8555, loss: 3.8555 2020-06-16 18:46:36,969 - mmaction - INFO - Epoch [1][2660/3134] lr: 0.01000, eta: 2 days, 7:57:55, time: 0.591, data_time: 0.005, memory: 8339, top1_acc: 0.2000, top5_acc: 0.4375, loss_cls: 3.8931, loss: 3.8931 2020-06-16 18:46:48,779 - mmaction - INFO - Epoch [1][2680/3134] lr: 0.01000, eta: 2 days, 7:55:39, time: 0.595, data_time: 0.009, memory: 8339, top1_acc: 0.2281, top5_acc: 0.4125, loss_cls: 3.9973, loss: 3.9973 2020-06-16 18:47:00,693 - mmaction - INFO - Epoch [1][2700/3134] lr: 0.01000, eta: 2 days, 7:53:23, time: 0.595, data_time: 0.012, memory: 8339, top1_acc: 0.1781, top5_acc: 0.4125, loss_cls: 3.9696, loss: 3.9696 2020-06-16 18:47:12,900 - mmaction - INFO - Epoch [1][2720/3134] lr: 0.01000, eta: 2 days, 7:51:42, time: 0.609, data_time: 0.018, memory: 8339, top1_acc: 0.2188, top5_acc: 0.4219, loss_cls: 3.9836, loss: 3.9836 2020-06-16 18:47:25,491 - mmaction - INFO - Epoch [1][2740/3134] lr: 0.01000, eta: 2 days, 7:50:54, time: 0.631, data_time: 0.007, memory: 8339, top1_acc: 0.2156, top5_acc: 0.4719, loss_cls: 3.7521, loss: 3.7521 2020-06-16 18:47:37,425 - mmaction - INFO - Epoch [1][2760/3134] lr: 0.01000, eta: 2 days, 7:48:45, time: 0.596, data_time: 0.001, memory: 8339, top1_acc: 0.1969, top5_acc: 0.4219, loss_cls: 3.9999, loss: 3.9999 2020-06-16 18:47:49,247 - mmaction - INFO - Epoch [1][2780/3134] lr: 0.01000, eta: 2 days, 7:46:16, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.1875, top5_acc: 0.3812, loss_cls: 4.1018, loss: 4.1018 2020-06-16 18:48:01,805 - mmaction - INFO - Epoch [1][2800/3134] lr: 0.01000, eta: 2 days, 7:45:37, time: 0.634, data_time: 0.008, memory: 8339, top1_acc: 0.2281, top5_acc: 0.4125, loss_cls: 3.9427, loss: 3.9427 2020-06-16 18:48:13,621 - mmaction - INFO - Epoch [1][2820/3134] lr: 0.01000, eta: 2 days, 7:43:09, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.2125, top5_acc: 0.4156, loss_cls: 4.0082, loss: 4.0082 2020-06-16 18:48:25,441 - mmaction - INFO - Epoch [1][2840/3134] lr: 0.01000, eta: 2 days, 7:41:06, time: 0.595, data_time: 0.006, memory: 8339, top1_acc: 0.2125, top5_acc: 0.4031, loss_cls: 3.9158, loss: 3.9158 2020-06-16 18:48:37,349 - mmaction - INFO - Epoch [1][2860/3134] lr: 0.01000, eta: 2 days, 7:39:06, time: 0.596, data_time: 0.002, memory: 8339, top1_acc: 0.2406, top5_acc: 0.4750, loss_cls: 3.6644, loss: 3.6644 2020-06-16 18:48:50,319 - mmaction - INFO - Epoch [1][2880/3134] lr: 0.01000, eta: 2 days, 7:39:01, time: 0.649, data_time: 0.002, memory: 8339, top1_acc: 0.2188, top5_acc: 0.4313, loss_cls: 3.8980, loss: 3.8980 2020-06-16 18:49:03,179 - mmaction - INFO - Epoch [1][2900/3134] lr: 0.01000, eta: 2 days, 7:38:42, time: 0.642, data_time: 0.001, memory: 8339, top1_acc: 0.1750, top5_acc: 0.4000, loss_cls: 4.0951, loss: 4.0951 2020-06-16 18:49:14,939 - mmaction - INFO - Epoch [1][2920/3134] lr: 0.01000, eta: 2 days, 7:36:27, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.1781, top5_acc: 0.3969, loss_cls: 3.9780, loss: 3.9780 2020-06-16 18:49:27,040 - mmaction - INFO - Epoch [1][2940/3134] lr: 0.01000, eta: 2 days, 7:34:52, time: 0.606, data_time: 0.004, memory: 8339, top1_acc: 0.2125, top5_acc: 0.4250, loss_cls: 4.0163, loss: 4.0163 2020-06-16 18:49:38,822 - mmaction - INFO - Epoch [1][2960/3134] lr: 0.01000, eta: 2 days, 7:32:41, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.1344, top5_acc: 0.3781, loss_cls: 4.2427, loss: 4.2427 2020-06-16 18:49:50,892 - mmaction - INFO - Epoch [1][2980/3134] lr: 0.01000, eta: 2 days, 7:31:03, time: 0.603, data_time: 0.001, memory: 8339, top1_acc: 0.2500, top5_acc: 0.4062, loss_cls: 3.8955, loss: 3.8955 2020-06-16 18:50:04,151 - mmaction - INFO - Epoch [1][3000/3134] lr: 0.01000, eta: 2 days, 7:31:29, time: 0.663, data_time: 0.002, memory: 8339, top1_acc: 0.2406, top5_acc: 0.4688, loss_cls: 3.7061, loss: 3.7061 2020-06-16 18:50:16,142 - mmaction - INFO - Epoch [1][3020/3134] lr: 0.01000, eta: 2 days, 7:29:48, time: 0.601, data_time: 0.002, memory: 8339, top1_acc: 0.2000, top5_acc: 0.4219, loss_cls: 3.9091, loss: 3.9091 2020-06-16 18:50:27,990 - mmaction - INFO - Epoch [1][3040/3134] lr: 0.01000, eta: 2 days, 7:27:49, time: 0.592, data_time: 0.000, memory: 8339, top1_acc: 0.2156, top5_acc: 0.4406, loss_cls: 3.8451, loss: 3.8451 2020-06-16 18:50:39,774 - mmaction - INFO - Epoch [1][3060/3134] lr: 0.01000, eta: 2 days, 7:25:47, time: 0.589, data_time: 0.001, memory: 8339, top1_acc: 0.1781, top5_acc: 0.3656, loss_cls: 4.1004, loss: 4.1004 2020-06-16 18:50:52,871 - mmaction - INFO - Epoch [1][3080/3134] lr: 0.01000, eta: 2 days, 7:25:56, time: 0.654, data_time: 0.001, memory: 8339, top1_acc: 0.1938, top5_acc: 0.4188, loss_cls: 3.9746, loss: 3.9746 2020-06-16 18:51:05,555 - mmaction - INFO - Epoch [1][3100/3134] lr: 0.01000, eta: 2 days, 7:25:25, time: 0.634, data_time: 0.002, memory: 8339, top1_acc: 0.2656, top5_acc: 0.4688, loss_cls: 3.7717, loss: 3.7717 2020-06-16 18:51:17,251 - mmaction - INFO - Epoch [1][3120/3134] lr: 0.01000, eta: 2 days, 7:23:19, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.2344, top5_acc: 0.4813, loss_cls: 3.7735, loss: 3.7735 2020-06-16 18:52:33,730 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-16 18:52:34,984 - mmaction - INFO - top1_acc 0.1605 top5_acc 0.3678 2020-06-16 18:52:35,000 - mmaction - INFO - Epoch [1][3134/3134] lr: 0.01000, top1_acc: 0.1605, top5_acc: 0.3678 2020-06-16 18:52:51,614 - mmaction - INFO - Epoch [2][20/3134] lr: 0.01000, eta: 2 days, 7:14:19, time: 0.829, data_time: 0.248, memory: 8339, top1_acc: 0.2062, top5_acc: 0.4219, loss_cls: 3.9004, loss: 3.9004 2020-06-16 18:53:03,366 - mmaction - INFO - Epoch [2][40/3134] lr: 0.01000, eta: 2 days, 7:12:18, time: 0.586, data_time: 0.005, memory: 8339, top1_acc: 0.1938, top5_acc: 0.4125, loss_cls: 4.0108, loss: 4.0108 2020-06-16 18:53:15,073 - mmaction - INFO - Epoch [2][60/3134] lr: 0.01000, eta: 2 days, 7:10:20, time: 0.586, data_time: 0.005, memory: 8339, top1_acc: 0.1969, top5_acc: 0.3688, loss_cls: 4.0573, loss: 4.0573 2020-06-16 18:53:26,728 - mmaction - INFO - Epoch [2][80/3134] lr: 0.01000, eta: 2 days, 7:08:19, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.2250, top5_acc: 0.4375, loss_cls: 3.8685, loss: 3.8685 2020-06-16 18:53:39,136 - mmaction - INFO - Epoch [2][100/3134] lr: 0.01000, eta: 2 days, 7:07:23, time: 0.618, data_time: 0.027, memory: 8339, top1_acc: 0.1844, top5_acc: 0.4469, loss_cls: 3.8717, loss: 3.8717 2020-06-16 18:53:50,904 - mmaction - INFO - Epoch [2][120/3134] lr: 0.01000, eta: 2 days, 7:05:37, time: 0.591, data_time: 0.005, memory: 8339, top1_acc: 0.2156, top5_acc: 0.4125, loss_cls: 3.8395, loss: 3.8395 2020-06-16 18:54:02,665 - mmaction - INFO - Epoch [2][140/3134] lr: 0.01000, eta: 2 days, 7:03:46, time: 0.588, data_time: 0.002, memory: 8339, top1_acc: 0.2313, top5_acc: 0.4938, loss_cls: 3.6898, loss: 3.6898 2020-06-16 18:54:14,440 - mmaction - INFO - Epoch [2][160/3134] lr: 0.01000, eta: 2 days, 7:01:57, time: 0.588, data_time: 0.002, memory: 8339, top1_acc: 0.1969, top5_acc: 0.4406, loss_cls: 3.8541, loss: 3.8541 2020-06-16 18:54:26,146 - mmaction - INFO - Epoch [2][180/3134] lr: 0.01000, eta: 2 days, 7:00:06, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.2031, top5_acc: 0.4250, loss_cls: 3.8810, loss: 3.8810 2020-06-16 18:54:37,950 - mmaction - INFO - Epoch [2][200/3134] lr: 0.01000, eta: 2 days, 6:58:23, time: 0.590, data_time: 0.005, memory: 8339, top1_acc: 0.2094, top5_acc: 0.4344, loss_cls: 3.8820, loss: 3.8820 2020-06-16 18:54:49,790 - mmaction - INFO - Epoch [2][220/3134] lr: 0.01000, eta: 2 days, 6:56:41, time: 0.590, data_time: 0.004, memory: 8339, top1_acc: 0.2125, top5_acc: 0.4250, loss_cls: 3.7828, loss: 3.7828 2020-06-16 18:55:01,524 - mmaction - INFO - Epoch [2][240/3134] lr: 0.01000, eta: 2 days, 6:55:00, time: 0.590, data_time: 0.005, memory: 8339, top1_acc: 0.2375, top5_acc: 0.4406, loss_cls: 3.7914, loss: 3.7914 2020-06-16 18:55:13,467 - mmaction - INFO - Epoch [2][260/3134] lr: 0.01000, eta: 2 days, 6:53:27, time: 0.594, data_time: 0.000, memory: 8339, top1_acc: 0.2625, top5_acc: 0.4469, loss_cls: 3.7106, loss: 3.7106 2020-06-16 18:55:25,276 - mmaction - INFO - Epoch [2][280/3134] lr: 0.01000, eta: 2 days, 6:51:53, time: 0.592, data_time: 0.005, memory: 8339, top1_acc: 0.1781, top5_acc: 0.3781, loss_cls: 4.1123, loss: 4.1123 2020-06-16 18:55:37,043 - mmaction - INFO - Epoch [2][300/3134] lr: 0.01000, eta: 2 days, 6:50:13, time: 0.589, data_time: 0.002, memory: 8339, top1_acc: 0.2281, top5_acc: 0.4469, loss_cls: 3.8194, loss: 3.8194 2020-06-16 18:55:48,876 - mmaction - INFO - Epoch [2][320/3134] lr: 0.01000, eta: 2 days, 6:48:39, time: 0.592, data_time: 0.004, memory: 8339, top1_acc: 0.2313, top5_acc: 0.4125, loss_cls: 3.9047, loss: 3.9047 2020-06-16 18:56:00,762 - mmaction - INFO - Epoch [2][340/3134] lr: 0.01000, eta: 2 days, 6:47:06, time: 0.591, data_time: 0.005, memory: 8339, top1_acc: 0.1844, top5_acc: 0.4344, loss_cls: 3.9652, loss: 3.9652 2020-06-16 18:56:12,447 - mmaction - INFO - Epoch [2][360/3134] lr: 0.01000, eta: 2 days, 6:45:26, time: 0.587, data_time: 0.005, memory: 8339, top1_acc: 0.2219, top5_acc: 0.4125, loss_cls: 3.9362, loss: 3.9362 2020-06-16 18:56:24,144 - mmaction - INFO - Epoch [2][380/3134] lr: 0.01000, eta: 2 days, 6:43:43, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.2250, top5_acc: 0.4188, loss_cls: 3.9289, loss: 3.9289 2020-06-16 18:56:35,984 - mmaction - INFO - Epoch [2][400/3134] lr: 0.01000, eta: 2 days, 6:42:10, time: 0.590, data_time: 0.004, memory: 8339, top1_acc: 0.2375, top5_acc: 0.4250, loss_cls: 3.8258, loss: 3.8258 2020-06-16 18:57:01,775 - mmaction - INFO - Epoch [2][420/3134] lr: 0.01000, eta: 2 days, 7:01:01, time: 1.291, data_time: 0.004, memory: 8339, top1_acc: 0.2313, top5_acc: 0.4594, loss_cls: 3.7010, loss: 3.7010 2020-06-16 18:57:13,404 - mmaction - INFO - Epoch [2][440/3134] lr: 0.01000, eta: 2 days, 6:59:07, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.1812, top5_acc: 0.4281, loss_cls: 3.9767, loss: 3.9767 2020-06-16 18:57:25,204 - mmaction - INFO - Epoch [2][460/3134] lr: 0.01000, eta: 2 days, 6:57:24, time: 0.586, data_time: 0.005, memory: 8339, top1_acc: 0.1844, top5_acc: 0.4125, loss_cls: 3.9746, loss: 3.9746 2020-06-16 18:57:37,393 - mmaction - INFO - Epoch [2][480/3134] lr: 0.01000, eta: 2 days, 6:56:28, time: 0.614, data_time: 0.006, memory: 8339, top1_acc: 0.2219, top5_acc: 0.4625, loss_cls: 3.7477, loss: 3.7477 2020-06-16 18:57:49,063 - mmaction - INFO - Epoch [2][500/3134] lr: 0.01000, eta: 2 days, 6:54:42, time: 0.583, data_time: 0.000, memory: 8339, top1_acc: 0.1969, top5_acc: 0.4125, loss_cls: 3.8934, loss: 3.8934 2020-06-16 18:58:00,848 - mmaction - INFO - Epoch [2][520/3134] lr: 0.01000, eta: 2 days, 6:53:04, time: 0.588, data_time: 0.000, memory: 8339, top1_acc: 0.2156, top5_acc: 0.3937, loss_cls: 3.9774, loss: 3.9774 2020-06-16 18:58:12,529 - mmaction - INFO - Epoch [2][540/3134] lr: 0.01000, eta: 2 days, 6:51:20, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.2437, top5_acc: 0.4562, loss_cls: 3.8181, loss: 3.8181 2020-06-16 18:58:24,506 - mmaction - INFO - Epoch [2][560/3134] lr: 0.01000, eta: 2 days, 6:49:56, time: 0.595, data_time: 0.005, memory: 8339, top1_acc: 0.1906, top5_acc: 0.4062, loss_cls: 3.9018, loss: 3.9018 2020-06-16 18:58:36,341 - mmaction - INFO - Epoch [2][580/3134] lr: 0.01000, eta: 2 days, 6:48:34, time: 0.596, data_time: 0.006, memory: 8339, top1_acc: 0.2437, top5_acc: 0.4406, loss_cls: 3.8464, loss: 3.8464 2020-06-16 18:58:48,014 - mmaction - INFO - Epoch [2][600/3134] lr: 0.01000, eta: 2 days, 6:46:53, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.2562, top5_acc: 0.4594, loss_cls: 3.7052, loss: 3.7052 2020-06-16 18:58:59,816 - mmaction - INFO - Epoch [2][620/3134] lr: 0.01000, eta: 2 days, 6:45:24, time: 0.590, data_time: 0.005, memory: 8339, top1_acc: 0.2250, top5_acc: 0.4313, loss_cls: 3.9435, loss: 3.9435 2020-06-16 18:59:11,760 - mmaction - INFO - Epoch [2][640/3134] lr: 0.01000, eta: 2 days, 6:43:59, time: 0.592, data_time: 0.004, memory: 8339, top1_acc: 0.2500, top5_acc: 0.4719, loss_cls: 3.7587, loss: 3.7587 2020-06-16 18:59:23,418 - mmaction - INFO - Epoch [2][660/3134] lr: 0.01000, eta: 2 days, 6:42:27, time: 0.588, data_time: 0.007, memory: 8339, top1_acc: 0.1969, top5_acc: 0.4469, loss_cls: 3.8615, loss: 3.8615 2020-06-16 18:59:35,093 - mmaction - INFO - Epoch [2][680/3134] lr: 0.01000, eta: 2 days, 6:40:47, time: 0.583, data_time: 0.000, memory: 8339, top1_acc: 0.2437, top5_acc: 0.4625, loss_cls: 3.7403, loss: 3.7403 2020-06-16 18:59:46,955 - mmaction - INFO - Epoch [2][700/3134] lr: 0.01000, eta: 2 days, 6:39:26, time: 0.593, data_time: 0.005, memory: 8339, top1_acc: 0.1688, top5_acc: 0.4094, loss_cls: 3.8943, loss: 3.8943 2020-06-16 18:59:58,813 - mmaction - INFO - Epoch [2][720/3134] lr: 0.01000, eta: 2 days, 6:38:04, time: 0.593, data_time: 0.004, memory: 8339, top1_acc: 0.2219, top5_acc: 0.4281, loss_cls: 3.7114, loss: 3.7114 2020-06-16 19:00:14,578 - mmaction - INFO - Epoch [2][740/3134] lr: 0.01000, eta: 2 days, 6:41:42, time: 0.780, data_time: 0.002, memory: 8339, top1_acc: 0.2000, top5_acc: 0.4562, loss_cls: 3.8341, loss: 3.8341 2020-06-16 19:00:26,525 - mmaction - INFO - Epoch [2][760/3134] lr: 0.01000, eta: 2 days, 6:40:41, time: 0.606, data_time: 0.014, memory: 8339, top1_acc: 0.2344, top5_acc: 0.4875, loss_cls: 3.5970, loss: 3.5970 2020-06-16 19:00:38,445 - mmaction - INFO - Epoch [2][780/3134] lr: 0.01000, eta: 2 days, 6:39:19, time: 0.592, data_time: 0.005, memory: 8339, top1_acc: 0.1656, top5_acc: 0.3875, loss_cls: 4.0761, loss: 4.0761 2020-06-16 19:00:52,026 - mmaction - INFO - Epoch [2][800/3134] lr: 0.01000, eta: 2 days, 6:40:20, time: 0.683, data_time: 0.006, memory: 8339, top1_acc: 0.2188, top5_acc: 0.4250, loss_cls: 3.8808, loss: 3.8808 2020-06-16 19:01:03,788 - mmaction - INFO - Epoch [2][820/3134] lr: 0.01000, eta: 2 days, 6:38:50, time: 0.587, data_time: 0.006, memory: 8339, top1_acc: 0.2313, top5_acc: 0.4781, loss_cls: 3.6408, loss: 3.6408 2020-06-16 19:01:15,613 - mmaction - INFO - Epoch [2][840/3134] lr: 0.01000, eta: 2 days, 6:37:31, time: 0.593, data_time: 0.005, memory: 8339, top1_acc: 0.2219, top5_acc: 0.4281, loss_cls: 3.8878, loss: 3.8878 2020-06-16 19:01:27,319 - mmaction - INFO - Epoch [2][860/3134] lr: 0.01000, eta: 2 days, 6:36:00, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.1812, top5_acc: 0.4219, loss_cls: 3.9041, loss: 3.9041 2020-06-16 19:01:39,173 - mmaction - INFO - Epoch [2][880/3134] lr: 0.01000, eta: 2 days, 6:34:38, time: 0.590, data_time: 0.004, memory: 8339, top1_acc: 0.2125, top5_acc: 0.4594, loss_cls: 3.8407, loss: 3.8407 2020-06-16 19:01:50,918 - mmaction - INFO - Epoch [2][900/3134] lr: 0.01000, eta: 2 days, 6:33:18, time: 0.591, data_time: 0.005, memory: 8339, top1_acc: 0.2156, top5_acc: 0.4406, loss_cls: 3.7908, loss: 3.7908 2020-06-16 19:02:02,767 - mmaction - INFO - Epoch [2][920/3134] lr: 0.01000, eta: 2 days, 6:31:57, time: 0.590, data_time: 0.005, memory: 8339, top1_acc: 0.2000, top5_acc: 0.4750, loss_cls: 3.7776, loss: 3.7776 2020-06-16 19:02:14,582 - mmaction - INFO - Epoch [2][940/3134] lr: 0.01000, eta: 2 days, 6:30:39, time: 0.592, data_time: 0.004, memory: 8339, top1_acc: 0.2219, top5_acc: 0.4219, loss_cls: 3.8708, loss: 3.8708 2020-06-16 19:02:26,426 - mmaction - INFO - Epoch [2][960/3134] lr: 0.01000, eta: 2 days, 6:29:17, time: 0.589, data_time: 0.005, memory: 8339, top1_acc: 0.2000, top5_acc: 0.4094, loss_cls: 3.9349, loss: 3.9349 2020-06-16 19:02:38,118 - mmaction - INFO - Epoch [2][980/3134] lr: 0.01000, eta: 2 days, 6:27:57, time: 0.589, data_time: 0.006, memory: 8339, top1_acc: 0.2375, top5_acc: 0.4656, loss_cls: 3.6565, loss: 3.6565 2020-06-16 19:02:49,855 - mmaction - INFO - Epoch [2][1000/3134] lr: 0.01000, eta: 2 days, 6:26:32, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.2156, top5_acc: 0.4281, loss_cls: 3.7461, loss: 3.7461 2020-06-16 19:03:01,777 - mmaction - INFO - Epoch [2][1020/3134] lr: 0.01000, eta: 2 days, 6:25:20, time: 0.594, data_time: 0.005, memory: 8339, top1_acc: 0.2281, top5_acc: 0.4344, loss_cls: 3.8301, loss: 3.8301 2020-06-16 19:03:13,530 - mmaction - INFO - Epoch [2][1040/3134] lr: 0.01000, eta: 2 days, 6:24:03, time: 0.590, data_time: 0.005, memory: 8339, top1_acc: 0.2094, top5_acc: 0.4594, loss_cls: 3.7254, loss: 3.7254 2020-06-16 19:03:25,285 - mmaction - INFO - Epoch [2][1060/3134] lr: 0.01000, eta: 2 days, 6:22:44, time: 0.589, data_time: 0.002, memory: 8339, top1_acc: 0.2250, top5_acc: 0.4594, loss_cls: 3.7458, loss: 3.7458 2020-06-16 19:03:37,121 - mmaction - INFO - Epoch [2][1080/3134] lr: 0.01000, eta: 2 days, 6:21:25, time: 0.588, data_time: 0.012, memory: 8339, top1_acc: 0.2531, top5_acc: 0.4594, loss_cls: 3.7914, loss: 3.7914 2020-06-16 19:03:48,946 - mmaction - INFO - Epoch [2][1100/3134] lr: 0.01000, eta: 2 days, 6:20:16, time: 0.594, data_time: 0.007, memory: 8339, top1_acc: 0.1562, top5_acc: 0.3688, loss_cls: 4.0803, loss: 4.0803 2020-06-16 19:04:01,795 - mmaction - INFO - Epoch [2][1120/3134] lr: 0.01000, eta: 2 days, 6:20:18, time: 0.642, data_time: 0.001, memory: 8339, top1_acc: 0.2375, top5_acc: 0.4781, loss_cls: 3.7237, loss: 3.7237 2020-06-16 19:04:13,748 - mmaction - INFO - Epoch [2][1140/3134] lr: 0.01000, eta: 2 days, 6:19:09, time: 0.594, data_time: 0.005, memory: 8339, top1_acc: 0.2344, top5_acc: 0.4313, loss_cls: 3.7538, loss: 3.7538 2020-06-16 19:04:25,505 - mmaction - INFO - Epoch [2][1160/3134] lr: 0.01000, eta: 2 days, 6:17:56, time: 0.591, data_time: 0.005, memory: 8339, top1_acc: 0.2531, top5_acc: 0.4562, loss_cls: 3.7987, loss: 3.7987 2020-06-16 19:04:37,246 - mmaction - INFO - Epoch [2][1180/3134] lr: 0.01000, eta: 2 days, 6:16:40, time: 0.588, data_time: 0.002, memory: 8339, top1_acc: 0.2781, top5_acc: 0.4750, loss_cls: 3.7205, loss: 3.7205 2020-06-16 19:04:49,166 - mmaction - INFO - Epoch [2][1200/3134] lr: 0.01000, eta: 2 days, 6:15:36, time: 0.596, data_time: 0.005, memory: 8339, top1_acc: 0.2094, top5_acc: 0.4156, loss_cls: 3.8425, loss: 3.8425 2020-06-16 19:05:00,966 - mmaction - INFO - Epoch [2][1220/3134] lr: 0.01000, eta: 2 days, 6:14:24, time: 0.591, data_time: 0.005, memory: 8339, top1_acc: 0.2531, top5_acc: 0.4562, loss_cls: 3.6968, loss: 3.6968 2020-06-16 19:05:12,782 - mmaction - INFO - Epoch [2][1240/3134] lr: 0.01000, eta: 2 days, 6:13:11, time: 0.589, data_time: 0.001, memory: 8339, top1_acc: 0.1781, top5_acc: 0.4500, loss_cls: 3.8675, loss: 3.8675 2020-06-16 19:05:24,602 - mmaction - INFO - Epoch [2][1260/3134] lr: 0.01000, eta: 2 days, 6:12:02, time: 0.592, data_time: 0.005, memory: 8339, top1_acc: 0.2500, top5_acc: 0.4594, loss_cls: 3.8170, loss: 3.8170 2020-06-16 19:05:36,327 - mmaction - INFO - Epoch [2][1280/3134] lr: 0.01000, eta: 2 days, 6:10:46, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.2313, top5_acc: 0.4656, loss_cls: 3.7004, loss: 3.7004 2020-06-16 19:05:48,081 - mmaction - INFO - Epoch [2][1300/3134] lr: 0.01000, eta: 2 days, 6:09:32, time: 0.587, data_time: 0.005, memory: 8339, top1_acc: 0.1875, top5_acc: 0.4281, loss_cls: 3.9272, loss: 3.9272 2020-06-16 19:05:59,864 - mmaction - INFO - Epoch [2][1320/3134] lr: 0.01000, eta: 2 days, 6:08:22, time: 0.589, data_time: 0.004, memory: 8339, top1_acc: 0.2375, top5_acc: 0.4562, loss_cls: 3.7880, loss: 3.7880 2020-06-16 19:06:11,531 - mmaction - INFO - Epoch [2][1340/3134] lr: 0.01000, eta: 2 days, 6:07:04, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.1688, top5_acc: 0.3937, loss_cls: 4.0475, loss: 4.0475 2020-06-16 19:06:23,356 - mmaction - INFO - Epoch [2][1360/3134] lr: 0.01000, eta: 2 days, 6:05:58, time: 0.592, data_time: 0.005, memory: 8339, top1_acc: 0.2281, top5_acc: 0.4906, loss_cls: 3.6417, loss: 3.6417 2020-06-16 19:06:35,180 - mmaction - INFO - Epoch [2][1380/3134] lr: 0.01000, eta: 2 days, 6:04:52, time: 0.591, data_time: 0.001, memory: 8339, top1_acc: 0.2125, top5_acc: 0.4281, loss_cls: 3.9202, loss: 3.9202 2020-06-16 19:06:47,075 - mmaction - INFO - Epoch [2][1400/3134] lr: 0.01000, eta: 2 days, 6:03:45, time: 0.590, data_time: 0.004, memory: 8339, top1_acc: 0.2000, top5_acc: 0.4062, loss_cls: 3.9349, loss: 3.9349 2020-06-16 19:06:58,784 - mmaction - INFO - Epoch [2][1420/3134] lr: 0.01000, eta: 2 days, 6:02:36, time: 0.589, data_time: 0.006, memory: 8339, top1_acc: 0.2125, top5_acc: 0.4250, loss_cls: 3.9182, loss: 3.9182 2020-06-16 19:07:10,501 - mmaction - INFO - Epoch [2][1440/3134] lr: 0.01000, eta: 2 days, 6:01:24, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.2062, top5_acc: 0.4344, loss_cls: 3.9373, loss: 3.9373 2020-06-16 19:07:22,450 - mmaction - INFO - Epoch [2][1460/3134] lr: 0.01000, eta: 2 days, 6:00:23, time: 0.594, data_time: 0.005, memory: 8339, top1_acc: 0.2094, top5_acc: 0.4500, loss_cls: 3.8093, loss: 3.8093 2020-06-16 19:07:34,173 - mmaction - INFO - Epoch [2][1480/3134] lr: 0.01000, eta: 2 days, 5:59:17, time: 0.590, data_time: 0.007, memory: 8339, top1_acc: 0.2094, top5_acc: 0.4469, loss_cls: 3.8177, loss: 3.8177 2020-06-16 19:07:45,945 - mmaction - INFO - Epoch [2][1500/3134] lr: 0.01000, eta: 2 days, 5:58:12, time: 0.590, data_time: 0.002, memory: 8339, top1_acc: 0.2406, top5_acc: 0.4281, loss_cls: 3.9330, loss: 3.9330 2020-06-16 19:07:57,739 - mmaction - INFO - Epoch [2][1520/3134] lr: 0.01000, eta: 2 days, 5:57:05, time: 0.588, data_time: 0.000, memory: 8339, top1_acc: 0.1750, top5_acc: 0.4156, loss_cls: 3.9506, loss: 3.9506 2020-06-16 19:08:09,594 - mmaction - INFO - Epoch [2][1540/3134] lr: 0.01000, eta: 2 days, 5:56:03, time: 0.592, data_time: 0.006, memory: 8339, top1_acc: 0.2406, top5_acc: 0.4562, loss_cls: 3.7594, loss: 3.7594 2020-06-16 19:08:21,304 - mmaction - INFO - Epoch [2][1560/3134] lr: 0.01000, eta: 2 days, 5:54:57, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.1875, top5_acc: 0.4500, loss_cls: 3.7884, loss: 3.7884 2020-06-16 19:08:33,062 - mmaction - INFO - Epoch [2][1580/3134] lr: 0.01000, eta: 2 days, 5:53:49, time: 0.587, data_time: 0.000, memory: 8339, top1_acc: 0.2531, top5_acc: 0.4656, loss_cls: 3.6751, loss: 3.6751 2020-06-16 19:08:44,922 - mmaction - INFO - Epoch [2][1600/3134] lr: 0.01000, eta: 2 days, 5:52:45, time: 0.589, data_time: 0.005, memory: 8339, top1_acc: 0.2125, top5_acc: 0.4250, loss_cls: 3.9091, loss: 3.9091 2020-06-16 19:08:56,687 - mmaction - INFO - Epoch [2][1620/3134] lr: 0.01000, eta: 2 days, 5:51:44, time: 0.591, data_time: 0.007, memory: 8339, top1_acc: 0.2344, top5_acc: 0.4500, loss_cls: 3.7268, loss: 3.7268 2020-06-16 19:09:08,317 - mmaction - INFO - Epoch [2][1640/3134] lr: 0.01000, eta: 2 days, 5:50:32, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.2094, top5_acc: 0.3844, loss_cls: 4.0488, loss: 4.0488 2020-06-16 19:09:20,143 - mmaction - INFO - Epoch [2][1660/3134] lr: 0.01000, eta: 2 days, 5:49:31, time: 0.590, data_time: 0.005, memory: 8339, top1_acc: 0.2344, top5_acc: 0.4344, loss_cls: 3.8136, loss: 3.8136 2020-06-16 19:09:31,777 - mmaction - INFO - Epoch [2][1680/3134] lr: 0.01000, eta: 2 days, 5:48:20, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.2125, top5_acc: 0.4594, loss_cls: 3.7630, loss: 3.7630 2020-06-16 19:09:43,527 - mmaction - INFO - Epoch [2][1700/3134] lr: 0.01000, eta: 2 days, 5:47:17, time: 0.588, data_time: 0.002, memory: 8339, top1_acc: 0.2125, top5_acc: 0.4250, loss_cls: 3.8061, loss: 3.8061 2020-06-16 19:09:55,334 - mmaction - INFO - Epoch [2][1720/3134] lr: 0.01000, eta: 2 days, 5:46:14, time: 0.588, data_time: 0.005, memory: 8339, top1_acc: 0.2281, top5_acc: 0.4344, loss_cls: 3.7204, loss: 3.7204 2020-06-16 19:10:07,233 - mmaction - INFO - Epoch [2][1740/3134] lr: 0.01000, eta: 2 days, 5:45:24, time: 0.597, data_time: 0.005, memory: 8339, top1_acc: 0.2750, top5_acc: 0.4719, loss_cls: 3.6886, loss: 3.6886 2020-06-16 19:10:18,924 - mmaction - INFO - Epoch [2][1760/3134] lr: 0.01000, eta: 2 days, 5:44:17, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.2375, top5_acc: 0.4094, loss_cls: 3.8864, loss: 3.8864 2020-06-16 19:10:30,669 - mmaction - INFO - Epoch [2][1780/3134] lr: 0.01000, eta: 2 days, 5:43:15, time: 0.588, data_time: 0.005, memory: 8339, top1_acc: 0.2219, top5_acc: 0.4062, loss_cls: 3.9489, loss: 3.9489 2020-06-16 19:10:42,520 - mmaction - INFO - Epoch [2][1800/3134] lr: 0.01000, eta: 2 days, 5:42:16, time: 0.590, data_time: 0.004, memory: 8339, top1_acc: 0.2188, top5_acc: 0.4344, loss_cls: 3.8078, loss: 3.8078 2020-06-16 19:10:54,373 - mmaction - INFO - Epoch [2][1820/3134] lr: 0.01000, eta: 2 days, 5:41:25, time: 0.595, data_time: 0.004, memory: 8339, top1_acc: 0.2125, top5_acc: 0.4281, loss_cls: 3.8775, loss: 3.8775 2020-06-16 19:11:06,440 - mmaction - INFO - Epoch [2][1840/3134] lr: 0.01000, eta: 2 days, 5:40:43, time: 0.603, data_time: 0.006, memory: 8339, top1_acc: 0.1938, top5_acc: 0.4313, loss_cls: 3.8535, loss: 3.8535 2020-06-16 19:11:18,214 - mmaction - INFO - Epoch [2][1860/3134] lr: 0.01000, eta: 2 days, 5:39:44, time: 0.589, data_time: 0.010, memory: 8339, top1_acc: 0.2594, top5_acc: 0.4344, loss_cls: 3.7827, loss: 3.7827 2020-06-16 19:11:30,367 - mmaction - INFO - Epoch [2][1880/3134] lr: 0.01000, eta: 2 days, 5:39:08, time: 0.608, data_time: 0.026, memory: 8339, top1_acc: 0.2344, top5_acc: 0.4594, loss_cls: 3.8212, loss: 3.8212 2020-06-16 19:11:42,250 - mmaction - INFO - Epoch [2][1900/3134] lr: 0.01000, eta: 2 days, 5:38:14, time: 0.592, data_time: 0.005, memory: 8339, top1_acc: 0.2062, top5_acc: 0.4219, loss_cls: 3.9341, loss: 3.9341 2020-06-16 19:11:53,986 - mmaction - INFO - Epoch [2][1920/3134] lr: 0.01000, eta: 2 days, 5:37:16, time: 0.589, data_time: 0.004, memory: 8339, top1_acc: 0.2375, top5_acc: 0.4437, loss_cls: 3.7983, loss: 3.7983 2020-06-16 19:12:05,825 - mmaction - INFO - Epoch [2][1940/3134] lr: 0.01000, eta: 2 days, 5:36:21, time: 0.591, data_time: 0.000, memory: 8339, top1_acc: 0.2156, top5_acc: 0.4437, loss_cls: 3.8476, loss: 3.8476 2020-06-16 19:12:17,727 - mmaction - INFO - Epoch [2][1960/3134] lr: 0.01000, eta: 2 days, 5:35:29, time: 0.593, data_time: 0.004, memory: 8339, top1_acc: 0.2531, top5_acc: 0.4562, loss_cls: 3.6438, loss: 3.6438 2020-06-16 19:12:29,471 - mmaction - INFO - Epoch [2][1980/3134] lr: 0.01000, eta: 2 days, 5:34:32, time: 0.589, data_time: 0.004, memory: 8339, top1_acc: 0.2156, top5_acc: 0.4406, loss_cls: 3.7593, loss: 3.7593 2020-06-16 19:12:41,314 - mmaction - INFO - Epoch [2][2000/3134] lr: 0.01000, eta: 2 days, 5:33:35, time: 0.588, data_time: 0.005, memory: 8339, top1_acc: 0.2219, top5_acc: 0.4469, loss_cls: 3.8357, loss: 3.8357 2020-06-16 19:12:53,052 - mmaction - INFO - Epoch [2][2020/3134] lr: 0.01000, eta: 2 days, 5:32:40, time: 0.590, data_time: 0.005, memory: 8339, top1_acc: 0.2344, top5_acc: 0.4562, loss_cls: 3.7368, loss: 3.7368 2020-06-16 19:13:04,723 - mmaction - INFO - Epoch [2][2040/3134] lr: 0.01000, eta: 2 days, 5:31:39, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.2219, top5_acc: 0.4125, loss_cls: 3.9750, loss: 3.9750 2020-06-16 19:13:16,785 - mmaction - INFO - Epoch [2][2060/3134] lr: 0.01000, eta: 2 days, 5:30:55, time: 0.599, data_time: 0.005, memory: 8339, top1_acc: 0.2313, top5_acc: 0.4625, loss_cls: 3.7755, loss: 3.7755 2020-06-16 19:13:28,587 - mmaction - INFO - Epoch [2][2080/3134] lr: 0.01000, eta: 2 days, 5:30:05, time: 0.593, data_time: 0.005, memory: 8339, top1_acc: 0.2344, top5_acc: 0.4562, loss_cls: 3.7602, loss: 3.7602 2020-06-16 19:13:40,254 - mmaction - INFO - Epoch [2][2100/3134] lr: 0.01000, eta: 2 days, 5:29:04, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.2500, top5_acc: 0.4500, loss_cls: 3.7499, loss: 3.7499 2020-06-16 19:13:52,030 - mmaction - INFO - Epoch [2][2120/3134] lr: 0.01000, eta: 2 days, 5:28:05, time: 0.585, data_time: 0.005, memory: 8339, top1_acc: 0.2687, top5_acc: 0.4594, loss_cls: 3.7005, loss: 3.7005 2020-06-16 19:14:03,767 - mmaction - INFO - Epoch [2][2140/3134] lr: 0.01000, eta: 2 days, 5:27:13, time: 0.591, data_time: 0.006, memory: 8339, top1_acc: 0.1875, top5_acc: 0.4219, loss_cls: 3.8596, loss: 3.8596 2020-06-16 19:14:15,531 - mmaction - INFO - Epoch [2][2160/3134] lr: 0.01000, eta: 2 days, 5:26:17, time: 0.587, data_time: 0.001, memory: 8339, top1_acc: 0.2344, top5_acc: 0.4688, loss_cls: 3.7410, loss: 3.7410 2020-06-16 19:14:27,261 - mmaction - INFO - Epoch [2][2180/3134] lr: 0.01000, eta: 2 days, 5:25:22, time: 0.587, data_time: 0.001, memory: 8339, top1_acc: 0.2469, top5_acc: 0.4437, loss_cls: 3.7788, loss: 3.7788 2020-06-16 19:14:39,012 - mmaction - INFO - Epoch [2][2200/3134] lr: 0.01000, eta: 2 days, 5:24:27, time: 0.588, data_time: 0.001, memory: 8339, top1_acc: 0.2750, top5_acc: 0.4625, loss_cls: 3.6557, loss: 3.6557 2020-06-16 19:14:50,950 - mmaction - INFO - Epoch [2][2220/3134] lr: 0.01000, eta: 2 days, 5:23:42, time: 0.596, data_time: 0.004, memory: 8339, top1_acc: 0.2250, top5_acc: 0.4313, loss_cls: 3.8894, loss: 3.8894 2020-06-16 19:15:02,761 - mmaction - INFO - Epoch [2][2240/3134] lr: 0.01000, eta: 2 days, 5:22:51, time: 0.590, data_time: 0.002, memory: 8339, top1_acc: 0.2062, top5_acc: 0.4313, loss_cls: 3.8211, loss: 3.8211 2020-06-16 19:15:14,481 - mmaction - INFO - Epoch [2][2260/3134] lr: 0.01000, eta: 2 days, 5:21:57, time: 0.588, data_time: 0.002, memory: 8339, top1_acc: 0.2531, top5_acc: 0.4688, loss_cls: 3.7625, loss: 3.7625 2020-06-16 19:15:26,172 - mmaction - INFO - Epoch [2][2280/3134] lr: 0.01000, eta: 2 days, 5:20:58, time: 0.583, data_time: 0.000, memory: 8339, top1_acc: 0.2219, top5_acc: 0.4344, loss_cls: 3.7587, loss: 3.7587 2020-06-16 19:15:38,024 - mmaction - INFO - Epoch [2][2300/3134] lr: 0.01000, eta: 2 days, 5:20:07, time: 0.589, data_time: 0.005, memory: 8339, top1_acc: 0.2313, top5_acc: 0.4437, loss_cls: 3.7725, loss: 3.7725 2020-06-16 19:15:49,744 - mmaction - INFO - Epoch [2][2320/3134] lr: 0.01000, eta: 2 days, 5:19:17, time: 0.591, data_time: 0.006, memory: 8339, top1_acc: 0.2344, top5_acc: 0.4594, loss_cls: 3.7461, loss: 3.7461 2020-06-16 19:16:01,447 - mmaction - INFO - Epoch [2][2340/3134] lr: 0.01000, eta: 2 days, 5:18:20, time: 0.583, data_time: 0.000, memory: 8339, top1_acc: 0.2250, top5_acc: 0.4000, loss_cls: 3.9761, loss: 3.9761 2020-06-16 19:16:13,236 - mmaction - INFO - Epoch [2][2360/3134] lr: 0.01000, eta: 2 days, 5:17:29, time: 0.589, data_time: 0.005, memory: 8339, top1_acc: 0.2250, top5_acc: 0.4375, loss_cls: 3.8227, loss: 3.8227 2020-06-16 19:16:24,954 - mmaction - INFO - Epoch [2][2380/3134] lr: 0.01000, eta: 2 days, 5:16:36, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.2281, top5_acc: 0.4688, loss_cls: 3.7313, loss: 3.7313 2020-06-16 19:16:36,620 - mmaction - INFO - Epoch [2][2400/3134] lr: 0.01000, eta: 2 days, 5:15:40, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.2156, top5_acc: 0.4469, loss_cls: 3.8956, loss: 3.8956 2020-06-16 19:16:48,477 - mmaction - INFO - Epoch [2][2420/3134] lr: 0.01000, eta: 2 days, 5:14:52, time: 0.591, data_time: 0.005, memory: 8339, top1_acc: 0.2250, top5_acc: 0.4781, loss_cls: 3.6284, loss: 3.6284 2020-06-16 19:17:00,394 - mmaction - INFO - Epoch [2][2440/3134] lr: 0.01000, eta: 2 days, 5:14:13, time: 0.598, data_time: 0.003, memory: 8339, top1_acc: 0.2250, top5_acc: 0.4688, loss_cls: 3.6481, loss: 3.6481 2020-06-16 19:17:12,050 - mmaction - INFO - Epoch [2][2460/3134] lr: 0.01000, eta: 2 days, 5:13:17, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.2469, top5_acc: 0.4656, loss_cls: 3.6881, loss: 3.6881 2020-06-16 19:17:23,914 - mmaction - INFO - Epoch [2][2480/3134] lr: 0.01000, eta: 2 days, 5:12:31, time: 0.592, data_time: 0.004, memory: 8339, top1_acc: 0.1969, top5_acc: 0.4406, loss_cls: 3.8083, loss: 3.8083 2020-06-16 19:17:35,571 - mmaction - INFO - Epoch [2][2500/3134] lr: 0.01000, eta: 2 days, 5:11:34, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.2531, top5_acc: 0.4562, loss_cls: 3.6533, loss: 3.6533 2020-06-16 19:17:47,363 - mmaction - INFO - Epoch [2][2520/3134] lr: 0.01000, eta: 2 days, 5:10:47, time: 0.590, data_time: 0.004, memory: 8339, top1_acc: 0.2281, top5_acc: 0.4469, loss_cls: 3.6891, loss: 3.6891 2020-06-16 19:17:59,055 - mmaction - INFO - Epoch [2][2540/3134] lr: 0.01000, eta: 2 days, 5:09:55, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.1938, top5_acc: 0.4625, loss_cls: 3.8088, loss: 3.8088 2020-06-16 19:18:10,881 - mmaction - INFO - Epoch [2][2560/3134] lr: 0.01000, eta: 2 days, 5:09:07, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.2594, top5_acc: 0.4562, loss_cls: 3.7563, loss: 3.7563 2020-06-16 19:18:22,702 - mmaction - INFO - Epoch [2][2580/3134] lr: 0.01000, eta: 2 days, 5:08:23, time: 0.593, data_time: 0.006, memory: 8339, top1_acc: 0.2125, top5_acc: 0.4562, loss_cls: 3.7720, loss: 3.7720 2020-06-16 19:18:34,414 - mmaction - INFO - Epoch [2][2600/3134] lr: 0.01000, eta: 2 days, 5:07:33, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.2375, top5_acc: 0.4437, loss_cls: 3.8786, loss: 3.8786 2020-06-16 19:18:46,296 - mmaction - INFO - Epoch [2][2620/3134] lr: 0.01000, eta: 2 days, 5:06:50, time: 0.594, data_time: 0.004, memory: 8339, top1_acc: 0.2250, top5_acc: 0.4469, loss_cls: 3.7821, loss: 3.7821 2020-06-16 19:18:58,117 - mmaction - INFO - Epoch [2][2640/3134] lr: 0.01000, eta: 2 days, 5:06:06, time: 0.592, data_time: 0.002, memory: 8339, top1_acc: 0.2406, top5_acc: 0.4531, loss_cls: 3.7477, loss: 3.7477 2020-06-16 19:19:09,915 - mmaction - INFO - Epoch [2][2660/3134] lr: 0.01000, eta: 2 days, 5:05:19, time: 0.589, data_time: 0.001, memory: 8339, top1_acc: 0.2812, top5_acc: 0.4969, loss_cls: 3.5696, loss: 3.5696 2020-06-16 19:19:21,785 - mmaction - INFO - Epoch [2][2680/3134] lr: 0.01000, eta: 2 days, 5:04:33, time: 0.590, data_time: 0.006, memory: 8339, top1_acc: 0.2188, top5_acc: 0.4313, loss_cls: 3.7624, loss: 3.7624 2020-06-16 19:19:33,561 - mmaction - INFO - Epoch [2][2700/3134] lr: 0.01000, eta: 2 days, 5:03:51, time: 0.593, data_time: 0.006, memory: 8339, top1_acc: 0.2031, top5_acc: 0.4562, loss_cls: 3.8310, loss: 3.8310 2020-06-16 19:19:45,257 - mmaction - INFO - Epoch [2][2720/3134] lr: 0.01000, eta: 2 days, 5:03:00, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.2687, top5_acc: 0.5000, loss_cls: 3.6540, loss: 3.6540 2020-06-16 19:19:57,081 - mmaction - INFO - Epoch [2][2740/3134] lr: 0.01000, eta: 2 days, 5:02:15, time: 0.590, data_time: 0.004, memory: 8339, top1_acc: 0.2281, top5_acc: 0.4250, loss_cls: 3.9113, loss: 3.9113 2020-06-16 19:20:08,986 - mmaction - INFO - Epoch [2][2760/3134] lr: 0.01000, eta: 2 days, 5:01:38, time: 0.597, data_time: 0.005, memory: 8339, top1_acc: 0.2281, top5_acc: 0.4531, loss_cls: 3.8480, loss: 3.8480 2020-06-16 19:20:20,753 - mmaction - INFO - Epoch [2][2780/3134] lr: 0.01000, eta: 2 days, 5:00:51, time: 0.588, data_time: 0.001, memory: 8339, top1_acc: 0.2188, top5_acc: 0.4594, loss_cls: 3.6970, loss: 3.6970 2020-06-16 19:20:32,584 - mmaction - INFO - Epoch [2][2800/3134] lr: 0.01000, eta: 2 days, 5:00:04, time: 0.587, data_time: 0.005, memory: 8339, top1_acc: 0.2562, top5_acc: 0.4562, loss_cls: 3.6629, loss: 3.6629 2020-06-16 19:20:44,330 - mmaction - INFO - Epoch [2][2820/3134] lr: 0.01000, eta: 2 days, 4:59:22, time: 0.592, data_time: 0.007, memory: 8339, top1_acc: 0.2125, top5_acc: 0.4656, loss_cls: 3.7264, loss: 3.7264 2020-06-16 19:20:55,979 - mmaction - INFO - Epoch [2][2840/3134] lr: 0.01000, eta: 2 days, 4:58:31, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.2656, top5_acc: 0.4875, loss_cls: 3.4732, loss: 3.4732 2020-06-16 19:21:07,871 - mmaction - INFO - Epoch [2][2860/3134] lr: 0.01000, eta: 2 days, 4:57:47, time: 0.589, data_time: 0.004, memory: 8339, top1_acc: 0.2156, top5_acc: 0.4313, loss_cls: 3.9514, loss: 3.9514 2020-06-16 19:21:19,643 - mmaction - INFO - Epoch [2][2880/3134] lr: 0.01000, eta: 2 days, 4:57:06, time: 0.593, data_time: 0.006, memory: 8339, top1_acc: 0.2625, top5_acc: 0.4594, loss_cls: 3.5828, loss: 3.5828 2020-06-16 19:21:31,286 - mmaction - INFO - Epoch [2][2900/3134] lr: 0.01000, eta: 2 days, 4:56:16, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.2219, top5_acc: 0.4375, loss_cls: 3.8136, loss: 3.8136 2020-06-16 19:21:43,118 - mmaction - INFO - Epoch [2][2920/3134] lr: 0.01000, eta: 2 days, 4:55:33, time: 0.590, data_time: 0.004, memory: 8339, top1_acc: 0.1969, top5_acc: 0.4094, loss_cls: 3.8884, loss: 3.8884 2020-06-16 19:21:54,985 - mmaction - INFO - Epoch [2][2940/3134] lr: 0.01000, eta: 2 days, 4:54:54, time: 0.593, data_time: 0.003, memory: 8339, top1_acc: 0.2125, top5_acc: 0.4531, loss_cls: 3.7565, loss: 3.7565 2020-06-16 19:22:06,825 - mmaction - INFO - Epoch [2][2960/3134] lr: 0.01000, eta: 2 days, 4:54:12, time: 0.590, data_time: 0.002, memory: 8339, top1_acc: 0.2719, top5_acc: 0.4813, loss_cls: 3.6628, loss: 3.6628 2020-06-16 19:22:18,628 - mmaction - INFO - Epoch [2][2980/3134] lr: 0.01000, eta: 2 days, 4:53:33, time: 0.593, data_time: 0.004, memory: 8339, top1_acc: 0.1906, top5_acc: 0.4125, loss_cls: 3.8562, loss: 3.8562 2020-06-16 19:22:30,379 - mmaction - INFO - Epoch [2][3000/3134] lr: 0.01000, eta: 2 days, 4:52:48, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.2531, top5_acc: 0.4375, loss_cls: 3.7740, loss: 3.7740 2020-06-16 19:22:42,080 - mmaction - INFO - Epoch [2][3020/3134] lr: 0.01000, eta: 2 days, 4:52:00, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.2344, top5_acc: 0.4531, loss_cls: 3.8258, loss: 3.8258 2020-06-16 19:22:53,826 - mmaction - INFO - Epoch [2][3040/3134] lr: 0.01000, eta: 2 days, 4:51:16, time: 0.587, data_time: 0.005, memory: 8339, top1_acc: 0.2406, top5_acc: 0.4781, loss_cls: 3.6457, loss: 3.6457 2020-06-16 19:23:05,642 - mmaction - INFO - Epoch [2][3060/3134] lr: 0.01000, eta: 2 days, 4:50:35, time: 0.591, data_time: 0.003, memory: 8339, top1_acc: 0.2656, top5_acc: 0.4594, loss_cls: 3.6826, loss: 3.6826 2020-06-16 19:23:17,285 - mmaction - INFO - Epoch [2][3080/3134] lr: 0.01000, eta: 2 days, 4:49:47, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.2313, top5_acc: 0.4313, loss_cls: 3.9031, loss: 3.9031 2020-06-16 19:23:29,028 - mmaction - INFO - Epoch [2][3100/3134] lr: 0.01000, eta: 2 days, 4:49:02, time: 0.586, data_time: 0.005, memory: 8339, top1_acc: 0.2437, top5_acc: 0.4750, loss_cls: 3.7930, loss: 3.7930 2020-06-16 19:23:40,898 - mmaction - INFO - Epoch [2][3120/3134] lr: 0.01000, eta: 2 days, 4:48:25, time: 0.594, data_time: 0.002, memory: 8339, top1_acc: 0.2437, top5_acc: 0.4594, loss_cls: 3.7655, loss: 3.7655 2020-06-16 19:24:19,522 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-16 19:24:20,777 - mmaction - INFO - top1_acc 0.1779 top5_acc 0.3936 2020-06-16 19:24:20,794 - mmaction - INFO - Epoch [2][3134/3134] lr: 0.01000, top1_acc: 0.1779, top5_acc: 0.3936 2020-06-16 19:24:37,473 - mmaction - INFO - Epoch [3][20/3134] lr: 0.01000, eta: 2 days, 4:44:29, time: 0.832, data_time: 0.247, memory: 8339, top1_acc: 0.2219, top5_acc: 0.4625, loss_cls: 3.7303, loss: 3.7303 2020-06-16 19:24:49,297 - mmaction - INFO - Epoch [3][40/3134] lr: 0.01000, eta: 2 days, 4:43:48, time: 0.589, data_time: 0.004, memory: 8339, top1_acc: 0.2437, top5_acc: 0.4656, loss_cls: 3.6382, loss: 3.6382 2020-06-16 19:25:01,086 - mmaction - INFO - Epoch [3][60/3134] lr: 0.01000, eta: 2 days, 4:43:10, time: 0.592, data_time: 0.005, memory: 8339, top1_acc: 0.2156, top5_acc: 0.4781, loss_cls: 3.5738, loss: 3.5738 2020-06-16 19:25:12,938 - mmaction - INFO - Epoch [3][80/3134] lr: 0.01000, eta: 2 days, 4:42:30, time: 0.589, data_time: 0.001, memory: 8339, top1_acc: 0.2156, top5_acc: 0.4375, loss_cls: 3.7263, loss: 3.7263 2020-06-16 19:25:24,806 - mmaction - INFO - Epoch [3][100/3134] lr: 0.01000, eta: 2 days, 4:41:56, time: 0.595, data_time: 0.005, memory: 8339, top1_acc: 0.2625, top5_acc: 0.4875, loss_cls: 3.5787, loss: 3.5787 2020-06-16 19:25:36,664 - mmaction - INFO - Epoch [3][120/3134] lr: 0.01000, eta: 2 days, 4:41:21, time: 0.595, data_time: 0.002, memory: 8339, top1_acc: 0.2031, top5_acc: 0.4375, loss_cls: 3.7943, loss: 3.7943 2020-06-16 19:25:48,341 - mmaction - INFO - Epoch [3][140/3134] lr: 0.01000, eta: 2 days, 4:40:35, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.2313, top5_acc: 0.4813, loss_cls: 3.6683, loss: 3.6683 2020-06-16 19:26:00,071 - mmaction - INFO - Epoch [3][160/3134] lr: 0.01000, eta: 2 days, 4:39:53, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5219, loss_cls: 3.4514, loss: 3.4514 2020-06-16 19:26:11,842 - mmaction - INFO - Epoch [3][180/3134] lr: 0.01000, eta: 2 days, 4:39:12, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.2469, top5_acc: 0.4813, loss_cls: 3.6296, loss: 3.6296 2020-06-16 19:26:23,756 - mmaction - INFO - Epoch [3][200/3134] lr: 0.01000, eta: 2 days, 4:38:40, time: 0.596, data_time: 0.004, memory: 8339, top1_acc: 0.2313, top5_acc: 0.4500, loss_cls: 3.8889, loss: 3.8889 2020-06-16 19:26:35,612 - mmaction - INFO - Epoch [3][220/3134] lr: 0.01000, eta: 2 days, 4:38:04, time: 0.593, data_time: 0.002, memory: 8339, top1_acc: 0.1938, top5_acc: 0.4625, loss_cls: 3.7656, loss: 3.7656 2020-06-16 19:26:47,521 - mmaction - INFO - Epoch [3][240/3134] lr: 0.01000, eta: 2 days, 4:37:30, time: 0.594, data_time: 0.005, memory: 8339, top1_acc: 0.2281, top5_acc: 0.4500, loss_cls: 3.7645, loss: 3.7645 2020-06-16 19:26:59,217 - mmaction - INFO - Epoch [3][260/3134] lr: 0.01000, eta: 2 days, 4:36:49, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.2625, top5_acc: 0.4938, loss_cls: 3.6235, loss: 3.6235 2020-06-16 19:27:10,996 - mmaction - INFO - Epoch [3][280/3134] lr: 0.01000, eta: 2 days, 4:36:10, time: 0.589, data_time: 0.000, memory: 8339, top1_acc: 0.2125, top5_acc: 0.4156, loss_cls: 3.7479, loss: 3.7479 2020-06-16 19:27:22,834 - mmaction - INFO - Epoch [3][300/3134] lr: 0.01000, eta: 2 days, 4:35:34, time: 0.591, data_time: 0.004, memory: 8339, top1_acc: 0.2375, top5_acc: 0.4500, loss_cls: 3.6927, loss: 3.6927 2020-06-16 19:27:34,706 - mmaction - INFO - Epoch [3][320/3134] lr: 0.01000, eta: 2 days, 4:35:00, time: 0.594, data_time: 0.003, memory: 8339, top1_acc: 0.2125, top5_acc: 0.4500, loss_cls: 3.7691, loss: 3.7691 2020-06-16 19:27:46,475 - mmaction - INFO - Epoch [3][340/3134] lr: 0.01000, eta: 2 days, 4:34:20, time: 0.588, data_time: 0.001, memory: 8339, top1_acc: 0.2188, top5_acc: 0.4125, loss_cls: 3.8543, loss: 3.8543 2020-06-16 19:27:58,080 - mmaction - INFO - Epoch [3][360/3134] lr: 0.01000, eta: 2 days, 4:33:35, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.2406, top5_acc: 0.4750, loss_cls: 3.6019, loss: 3.6019 2020-06-16 19:28:09,953 - mmaction - INFO - Epoch [3][380/3134] lr: 0.01000, eta: 2 days, 4:33:01, time: 0.594, data_time: 0.001, memory: 8339, top1_acc: 0.2531, top5_acc: 0.4813, loss_cls: 3.6739, loss: 3.6739 2020-06-16 19:28:21,853 - mmaction - INFO - Epoch [3][400/3134] lr: 0.01000, eta: 2 days, 4:32:28, time: 0.594, data_time: 0.003, memory: 8339, top1_acc: 0.2719, top5_acc: 0.4938, loss_cls: 3.6043, loss: 3.6043 2020-06-16 19:28:33,691 - mmaction - INFO - Epoch [3][420/3134] lr: 0.01000, eta: 2 days, 4:31:53, time: 0.592, data_time: 0.003, memory: 8339, top1_acc: 0.2000, top5_acc: 0.4594, loss_cls: 3.7982, loss: 3.7982 2020-06-16 19:28:45,410 - mmaction - INFO - Epoch [3][440/3134] lr: 0.01000, eta: 2 days, 4:31:13, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.2125, top5_acc: 0.4406, loss_cls: 3.7589, loss: 3.7589 2020-06-16 19:28:57,292 - mmaction - INFO - Epoch [3][460/3134] lr: 0.01000, eta: 2 days, 4:30:38, time: 0.591, data_time: 0.005, memory: 8339, top1_acc: 0.2281, top5_acc: 0.4500, loss_cls: 3.8346, loss: 3.8346 2020-06-16 19:29:09,069 - mmaction - INFO - Epoch [3][480/3134] lr: 0.01000, eta: 2 days, 4:30:02, time: 0.591, data_time: 0.005, memory: 8339, top1_acc: 0.2313, top5_acc: 0.4719, loss_cls: 3.7114, loss: 3.7114 2020-06-16 19:29:20,889 - mmaction - INFO - Epoch [3][500/3134] lr: 0.01000, eta: 2 days, 4:29:26, time: 0.590, data_time: 0.005, memory: 8339, top1_acc: 0.2156, top5_acc: 0.4688, loss_cls: 3.6932, loss: 3.6932 2020-06-16 19:29:32,609 - mmaction - INFO - Epoch [3][520/3134] lr: 0.01000, eta: 2 days, 4:28:47, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.2562, top5_acc: 0.4656, loss_cls: 3.6388, loss: 3.6388 2020-06-16 19:29:44,332 - mmaction - INFO - Epoch [3][540/3134] lr: 0.01000, eta: 2 days, 4:28:09, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.2094, top5_acc: 0.4250, loss_cls: 3.9352, loss: 3.9352 2020-06-16 19:29:56,299 - mmaction - INFO - Epoch [3][560/3134] lr: 0.01000, eta: 2 days, 4:27:37, time: 0.595, data_time: 0.004, memory: 8339, top1_acc: 0.2562, top5_acc: 0.4500, loss_cls: 3.6429, loss: 3.6429 2020-06-16 19:30:08,084 - mmaction - INFO - Epoch [3][580/3134] lr: 0.01000, eta: 2 days, 4:27:05, time: 0.593, data_time: 0.005, memory: 8339, top1_acc: 0.2437, top5_acc: 0.4688, loss_cls: 3.5777, loss: 3.5777 2020-06-16 19:30:19,792 - mmaction - INFO - Epoch [3][600/3134] lr: 0.01000, eta: 2 days, 4:26:24, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.2531, top5_acc: 0.4969, loss_cls: 3.4804, loss: 3.4804 2020-06-16 19:30:31,476 - mmaction - INFO - Epoch [3][620/3134] lr: 0.01000, eta: 2 days, 4:25:43, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5094, loss_cls: 3.5965, loss: 3.5965 2020-06-16 19:30:43,331 - mmaction - INFO - Epoch [3][640/3134] lr: 0.01000, eta: 2 days, 4:25:10, time: 0.593, data_time: 0.002, memory: 8339, top1_acc: 0.2281, top5_acc: 0.4813, loss_cls: 3.6954, loss: 3.6954 2020-06-16 19:30:55,032 - mmaction - INFO - Epoch [3][660/3134] lr: 0.01000, eta: 2 days, 4:24:32, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.2812, top5_acc: 0.4969, loss_cls: 3.5133, loss: 3.5133 2020-06-16 19:31:06,811 - mmaction - INFO - Epoch [3][680/3134] lr: 0.01000, eta: 2 days, 4:23:53, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.2156, top5_acc: 0.4531, loss_cls: 3.7790, loss: 3.7790 2020-06-16 19:31:18,503 - mmaction - INFO - Epoch [3][700/3134] lr: 0.01000, eta: 2 days, 4:23:16, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5312, loss_cls: 3.4738, loss: 3.4738 2020-06-16 19:31:30,368 - mmaction - INFO - Epoch [3][720/3134] lr: 0.01000, eta: 2 days, 4:22:41, time: 0.589, data_time: 0.004, memory: 8339, top1_acc: 0.2562, top5_acc: 0.4688, loss_cls: 3.7075, loss: 3.7075 2020-06-16 19:31:42,236 - mmaction - INFO - Epoch [3][740/3134] lr: 0.01000, eta: 2 days, 4:22:13, time: 0.597, data_time: 0.006, memory: 8339, top1_acc: 0.2344, top5_acc: 0.4938, loss_cls: 3.6277, loss: 3.6277 2020-06-16 19:31:53,933 - mmaction - INFO - Epoch [3][760/3134] lr: 0.01000, eta: 2 days, 4:21:34, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.2125, top5_acc: 0.4656, loss_cls: 3.7480, loss: 3.7480 2020-06-16 19:32:05,560 - mmaction - INFO - Epoch [3][780/3134] lr: 0.01000, eta: 2 days, 4:20:52, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.2344, top5_acc: 0.5000, loss_cls: 3.6699, loss: 3.6699 2020-06-16 19:32:17,256 - mmaction - INFO - Epoch [3][800/3134] lr: 0.01000, eta: 2 days, 4:20:13, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.2375, top5_acc: 0.4625, loss_cls: 3.8010, loss: 3.8010 2020-06-16 19:32:29,117 - mmaction - INFO - Epoch [3][820/3134] lr: 0.01000, eta: 2 days, 4:19:41, time: 0.592, data_time: 0.005, memory: 8339, top1_acc: 0.2750, top5_acc: 0.4719, loss_cls: 3.6121, loss: 3.6121 2020-06-16 19:32:40,879 - mmaction - INFO - Epoch [3][840/3134] lr: 0.01000, eta: 2 days, 4:19:07, time: 0.590, data_time: 0.004, memory: 8339, top1_acc: 0.2687, top5_acc: 0.4844, loss_cls: 3.6470, loss: 3.6470 2020-06-16 19:32:52,697 - mmaction - INFO - Epoch [3][860/3134] lr: 0.01000, eta: 2 days, 4:18:33, time: 0.590, data_time: 0.001, memory: 8339, top1_acc: 0.2344, top5_acc: 0.4500, loss_cls: 3.6285, loss: 3.6285 2020-06-16 19:33:04,487 - mmaction - INFO - Epoch [3][880/3134] lr: 0.01000, eta: 2 days, 4:18:00, time: 0.591, data_time: 0.002, memory: 8339, top1_acc: 0.2406, top5_acc: 0.5000, loss_cls: 3.5575, loss: 3.5575 2020-06-16 19:33:16,352 - mmaction - INFO - Epoch [3][900/3134] lr: 0.01000, eta: 2 days, 4:17:27, time: 0.590, data_time: 0.004, memory: 8339, top1_acc: 0.2719, top5_acc: 0.5281, loss_cls: 3.4589, loss: 3.4589 2020-06-16 19:33:28,215 - mmaction - INFO - Epoch [3][920/3134] lr: 0.01000, eta: 2 days, 4:16:57, time: 0.594, data_time: 0.005, memory: 8339, top1_acc: 0.2594, top5_acc: 0.5156, loss_cls: 3.5708, loss: 3.5708 2020-06-16 19:33:39,998 - mmaction - INFO - Epoch [3][940/3134] lr: 0.01000, eta: 2 days, 4:16:22, time: 0.588, data_time: 0.002, memory: 8339, top1_acc: 0.2219, top5_acc: 0.4656, loss_cls: 3.8020, loss: 3.8020 2020-06-16 19:33:51,832 - mmaction - INFO - Epoch [3][960/3134] lr: 0.01000, eta: 2 days, 4:15:52, time: 0.594, data_time: 0.005, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5344, loss_cls: 3.3982, loss: 3.3982 2020-06-16 19:34:03,528 - mmaction - INFO - Epoch [3][980/3134] lr: 0.01000, eta: 2 days, 4:15:15, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.2625, top5_acc: 0.4594, loss_cls: 3.6335, loss: 3.6335 2020-06-16 19:34:15,454 - mmaction - INFO - Epoch [3][1000/3134] lr: 0.01000, eta: 2 days, 4:14:44, time: 0.592, data_time: 0.004, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5000, loss_cls: 3.5722, loss: 3.5722 2020-06-16 19:34:27,320 - mmaction - INFO - Epoch [3][1020/3134] lr: 0.01000, eta: 2 days, 4:14:18, time: 0.599, data_time: 0.007, memory: 8339, top1_acc: 0.2656, top5_acc: 0.4844, loss_cls: 3.5730, loss: 3.5730 2020-06-16 19:34:40,269 - mmaction - INFO - Epoch [3][1040/3134] lr: 0.01000, eta: 2 days, 4:14:33, time: 0.646, data_time: 0.000, memory: 8339, top1_acc: 0.2188, top5_acc: 0.4281, loss_cls: 3.8858, loss: 3.8858 2020-06-16 19:34:54,474 - mmaction - INFO - Epoch [3][1060/3134] lr: 0.01000, eta: 2 days, 4:15:41, time: 0.711, data_time: 0.001, memory: 8339, top1_acc: 0.2156, top5_acc: 0.4531, loss_cls: 3.8195, loss: 3.8195 2020-06-16 19:35:06,256 - mmaction - INFO - Epoch [3][1080/3134] lr: 0.01000, eta: 2 days, 4:15:04, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.2500, top5_acc: 0.4562, loss_cls: 3.6930, loss: 3.6930 2020-06-16 19:35:18,083 - mmaction - INFO - Epoch [3][1100/3134] lr: 0.01000, eta: 2 days, 4:14:36, time: 0.596, data_time: 0.006, memory: 8339, top1_acc: 0.2250, top5_acc: 0.4750, loss_cls: 3.6079, loss: 3.6079 2020-06-16 19:35:32,159 - mmaction - INFO - Epoch [3][1120/3134] lr: 0.01000, eta: 2 days, 4:15:37, time: 0.703, data_time: 0.000, memory: 8339, top1_acc: 0.2594, top5_acc: 0.5000, loss_cls: 3.5524, loss: 3.5524 2020-06-16 19:35:43,975 - mmaction - INFO - Epoch [3][1140/3134] lr: 0.01000, eta: 2 days, 4:15:03, time: 0.589, data_time: 0.004, memory: 8339, top1_acc: 0.2344, top5_acc: 0.4750, loss_cls: 3.6442, loss: 3.6442 2020-06-16 19:35:55,717 - mmaction - INFO - Epoch [3][1160/3134] lr: 0.01000, eta: 2 days, 4:14:30, time: 0.590, data_time: 0.004, memory: 8339, top1_acc: 0.2250, top5_acc: 0.4813, loss_cls: 3.6219, loss: 3.6219 2020-06-16 19:36:07,465 - mmaction - INFO - Epoch [3][1180/3134] lr: 0.01000, eta: 2 days, 4:13:56, time: 0.588, data_time: 0.001, memory: 8339, top1_acc: 0.2094, top5_acc: 0.4750, loss_cls: 3.7318, loss: 3.7318 2020-06-16 19:36:19,281 - mmaction - INFO - Epoch [3][1200/3134] lr: 0.01000, eta: 2 days, 4:13:24, time: 0.591, data_time: 0.004, memory: 8339, top1_acc: 0.2281, top5_acc: 0.4594, loss_cls: 3.6847, loss: 3.6847 2020-06-16 19:36:31,109 - mmaction - INFO - Epoch [3][1220/3134] lr: 0.01000, eta: 2 days, 4:12:51, time: 0.589, data_time: 0.004, memory: 8339, top1_acc: 0.2406, top5_acc: 0.4656, loss_cls: 3.7384, loss: 3.7384 2020-06-16 19:36:42,870 - mmaction - INFO - Epoch [3][1240/3134] lr: 0.01000, eta: 2 days, 4:12:18, time: 0.590, data_time: 0.004, memory: 8339, top1_acc: 0.2812, top5_acc: 0.4938, loss_cls: 3.6678, loss: 3.6678 2020-06-16 19:36:54,588 - mmaction - INFO - Epoch [3][1260/3134] lr: 0.01000, eta: 2 days, 4:11:43, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.2656, top5_acc: 0.4594, loss_cls: 3.6682, loss: 3.6682 2020-06-16 19:37:06,414 - mmaction - INFO - Epoch [3][1280/3134] lr: 0.01000, eta: 2 days, 4:11:09, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.2031, top5_acc: 0.4125, loss_cls: 3.9040, loss: 3.9040 2020-06-16 19:37:18,269 - mmaction - INFO - Epoch [3][1300/3134] lr: 0.01000, eta: 2 days, 4:10:42, time: 0.596, data_time: 0.006, memory: 8339, top1_acc: 0.2437, top5_acc: 0.4562, loss_cls: 3.8034, loss: 3.8034 2020-06-16 19:37:30,051 - mmaction - INFO - Epoch [3][1320/3134] lr: 0.01000, eta: 2 days, 4:10:09, time: 0.589, data_time: 0.002, memory: 8339, top1_acc: 0.2500, top5_acc: 0.4656, loss_cls: 3.8193, loss: 3.8193 2020-06-16 19:37:41,912 - mmaction - INFO - Epoch [3][1340/3134] lr: 0.01000, eta: 2 days, 4:09:40, time: 0.593, data_time: 0.004, memory: 8339, top1_acc: 0.2500, top5_acc: 0.4562, loss_cls: 3.7246, loss: 3.7246 2020-06-16 19:37:53,665 - mmaction - INFO - Epoch [3][1360/3134] lr: 0.01000, eta: 2 days, 4:09:06, time: 0.588, data_time: 0.002, memory: 8339, top1_acc: 0.2719, top5_acc: 0.4875, loss_cls: 3.3570, loss: 3.3570 2020-06-16 19:38:05,407 - mmaction - INFO - Epoch [3][1380/3134] lr: 0.01000, eta: 2 days, 4:08:33, time: 0.588, data_time: 0.002, memory: 8339, top1_acc: 0.2687, top5_acc: 0.4719, loss_cls: 3.7431, loss: 3.7431 2020-06-16 19:38:17,277 - mmaction - INFO - Epoch [3][1400/3134] lr: 0.01000, eta: 2 days, 4:08:02, time: 0.591, data_time: 0.004, memory: 8339, top1_acc: 0.2469, top5_acc: 0.4625, loss_cls: 3.6973, loss: 3.6973 2020-06-16 19:38:29,040 - mmaction - INFO - Epoch [3][1420/3134] lr: 0.01000, eta: 2 days, 4:07:32, time: 0.591, data_time: 0.004, memory: 8339, top1_acc: 0.2219, top5_acc: 0.4844, loss_cls: 3.6576, loss: 3.6576 2020-06-16 19:38:40,765 - mmaction - INFO - Epoch [3][1440/3134] lr: 0.01000, eta: 2 days, 4:06:57, time: 0.585, data_time: 0.000, memory: 8339, top1_acc: 0.2594, top5_acc: 0.4594, loss_cls: 3.7716, loss: 3.7716 2020-06-16 19:38:52,694 - mmaction - INFO - Epoch [3][1460/3134] lr: 0.01000, eta: 2 days, 4:06:29, time: 0.594, data_time: 0.004, memory: 8339, top1_acc: 0.2531, top5_acc: 0.4719, loss_cls: 3.6828, loss: 3.6828 2020-06-16 19:39:04,467 - mmaction - INFO - Epoch [3][1480/3134] lr: 0.01000, eta: 2 days, 4:05:59, time: 0.592, data_time: 0.005, memory: 8339, top1_acc: 0.2562, top5_acc: 0.4813, loss_cls: 3.6498, loss: 3.6498 2020-06-16 19:39:16,383 - mmaction - INFO - Epoch [3][1500/3134] lr: 0.01000, eta: 2 days, 4:05:32, time: 0.594, data_time: 0.004, memory: 8339, top1_acc: 0.2469, top5_acc: 0.4469, loss_cls: 3.7252, loss: 3.7252 2020-06-16 19:39:28,116 - mmaction - INFO - Epoch [3][1520/3134] lr: 0.01000, eta: 2 days, 4:05:00, time: 0.589, data_time: 0.004, memory: 8339, top1_acc: 0.2437, top5_acc: 0.4469, loss_cls: 3.7025, loss: 3.7025 2020-06-16 19:39:39,819 - mmaction - INFO - Epoch [3][1540/3134] lr: 0.01000, eta: 2 days, 4:04:25, time: 0.584, data_time: 0.000, memory: 8339, top1_acc: 0.2469, top5_acc: 0.4750, loss_cls: 3.6686, loss: 3.6686 2020-06-16 19:39:51,545 - mmaction - INFO - Epoch [3][1560/3134] lr: 0.01000, eta: 2 days, 4:03:51, time: 0.586, data_time: 0.005, memory: 8339, top1_acc: 0.2375, top5_acc: 0.4781, loss_cls: 3.7399, loss: 3.7399 2020-06-16 19:40:03,506 - mmaction - INFO - Epoch [3][1580/3134] lr: 0.01000, eta: 2 days, 4:03:23, time: 0.592, data_time: 0.005, memory: 8339, top1_acc: 0.2594, top5_acc: 0.4656, loss_cls: 3.5524, loss: 3.5524 2020-06-16 19:40:15,308 - mmaction - INFO - Epoch [3][1600/3134] lr: 0.01000, eta: 2 days, 4:02:57, time: 0.596, data_time: 0.008, memory: 8339, top1_acc: 0.1812, top5_acc: 0.4313, loss_cls: 3.8995, loss: 3.8995 2020-06-16 19:40:27,094 - mmaction - INFO - Epoch [3][1620/3134] lr: 0.01000, eta: 2 days, 4:02:24, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.2531, top5_acc: 0.4688, loss_cls: 3.6828, loss: 3.6828 2020-06-16 19:40:38,802 - mmaction - INFO - Epoch [3][1640/3134] lr: 0.01000, eta: 2 days, 4:01:53, time: 0.589, data_time: 0.006, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5000, loss_cls: 3.5554, loss: 3.5554 2020-06-16 19:40:50,643 - mmaction - INFO - Epoch [3][1660/3134] lr: 0.01000, eta: 2 days, 4:01:22, time: 0.589, data_time: 0.004, memory: 8339, top1_acc: 0.1750, top5_acc: 0.4719, loss_cls: 3.7425, loss: 3.7425 2020-06-16 19:41:02,409 - mmaction - INFO - Epoch [3][1680/3134] lr: 0.01000, eta: 2 days, 4:00:53, time: 0.591, data_time: 0.005, memory: 8339, top1_acc: 0.2531, top5_acc: 0.4562, loss_cls: 3.7115, loss: 3.7115 2020-06-16 19:41:14,265 - mmaction - INFO - Epoch [3][1700/3134] lr: 0.01000, eta: 2 days, 4:00:24, time: 0.591, data_time: 0.004, memory: 8339, top1_acc: 0.2625, top5_acc: 0.5125, loss_cls: 3.4623, loss: 3.4623 2020-06-16 19:41:26,232 - mmaction - INFO - Epoch [3][1720/3134] lr: 0.01000, eta: 2 days, 4:00:01, time: 0.599, data_time: 0.005, memory: 8339, top1_acc: 0.2437, top5_acc: 0.4781, loss_cls: 3.6164, loss: 3.6164 2020-06-16 19:41:37,908 - mmaction - INFO - Epoch [3][1740/3134] lr: 0.01000, eta: 2 days, 3:59:27, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.2250, top5_acc: 0.4156, loss_cls: 3.8912, loss: 3.8912 2020-06-16 19:41:49,802 - mmaction - INFO - Epoch [3][1760/3134] lr: 0.01000, eta: 2 days, 3:59:00, time: 0.593, data_time: 0.004, memory: 8339, top1_acc: 0.2188, top5_acc: 0.4313, loss_cls: 3.7631, loss: 3.7631 2020-06-16 19:42:01,519 - mmaction - INFO - Epoch [3][1780/3134] lr: 0.01000, eta: 2 days, 3:58:28, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.2344, top5_acc: 0.4750, loss_cls: 3.7296, loss: 3.7296 2020-06-16 19:42:13,412 - mmaction - INFO - Epoch [3][1800/3134] lr: 0.01000, eta: 2 days, 3:58:01, time: 0.593, data_time: 0.005, memory: 8339, top1_acc: 0.2281, top5_acc: 0.4844, loss_cls: 3.6885, loss: 3.6885 2020-06-16 19:42:25,193 - mmaction - INFO - Epoch [3][1820/3134] lr: 0.01000, eta: 2 days, 3:57:32, time: 0.591, data_time: 0.004, memory: 8339, top1_acc: 0.2531, top5_acc: 0.4781, loss_cls: 3.6461, loss: 3.6461 2020-06-16 19:42:36,950 - mmaction - INFO - Epoch [3][1840/3134] lr: 0.01000, eta: 2 days, 3:57:00, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.2750, top5_acc: 0.4906, loss_cls: 3.5727, loss: 3.5727 2020-06-16 19:42:48,680 - mmaction - INFO - Epoch [3][1860/3134] lr: 0.01000, eta: 2 days, 3:56:30, time: 0.589, data_time: 0.004, memory: 8339, top1_acc: 0.2062, top5_acc: 0.4750, loss_cls: 3.6577, loss: 3.6577 2020-06-16 19:43:00,249 - mmaction - INFO - Epoch [3][1880/3134] lr: 0.01000, eta: 2 days, 3:55:52, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.2500, top5_acc: 0.4938, loss_cls: 3.5958, loss: 3.5958 2020-06-16 19:43:12,037 - mmaction - INFO - Epoch [3][1900/3134] lr: 0.01000, eta: 2 days, 3:55:22, time: 0.589, data_time: 0.004, memory: 8339, top1_acc: 0.2531, top5_acc: 0.4781, loss_cls: 3.6475, loss: 3.6475 2020-06-16 19:43:23,869 - mmaction - INFO - Epoch [3][1920/3134] lr: 0.01000, eta: 2 days, 3:54:53, time: 0.589, data_time: 0.005, memory: 8339, top1_acc: 0.2344, top5_acc: 0.4250, loss_cls: 3.8075, loss: 3.8075 2020-06-16 19:43:35,680 - mmaction - INFO - Epoch [3][1940/3134] lr: 0.01000, eta: 2 days, 3:54:25, time: 0.592, data_time: 0.005, memory: 8339, top1_acc: 0.2156, top5_acc: 0.4406, loss_cls: 3.7953, loss: 3.7953 2020-06-16 19:43:47,517 - mmaction - INFO - Epoch [3][1960/3134] lr: 0.01000, eta: 2 days, 3:53:58, time: 0.592, data_time: 0.002, memory: 8339, top1_acc: 0.2656, top5_acc: 0.4656, loss_cls: 3.6648, loss: 3.6648 2020-06-16 19:43:59,184 - mmaction - INFO - Epoch [3][1980/3134] lr: 0.01000, eta: 2 days, 3:53:24, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.2250, top5_acc: 0.4938, loss_cls: 3.6175, loss: 3.6175 2020-06-16 19:44:10,998 - mmaction - INFO - Epoch [3][2000/3134] lr: 0.01000, eta: 2 days, 3:52:56, time: 0.591, data_time: 0.002, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5281, loss_cls: 3.3076, loss: 3.3076 2020-06-16 19:44:22,801 - mmaction - INFO - Epoch [3][2020/3134] lr: 0.01000, eta: 2 days, 3:52:28, time: 0.591, data_time: 0.005, memory: 8339, top1_acc: 0.2281, top5_acc: 0.4562, loss_cls: 3.8104, loss: 3.8104 2020-06-16 19:44:34,696 - mmaction - INFO - Epoch [3][2040/3134] lr: 0.01000, eta: 2 days, 3:52:00, time: 0.590, data_time: 0.005, memory: 8339, top1_acc: 0.2437, top5_acc: 0.4938, loss_cls: 3.5958, loss: 3.5958 2020-06-16 19:44:46,566 - mmaction - INFO - Epoch [3][2060/3134] lr: 0.01000, eta: 2 days, 3:51:37, time: 0.597, data_time: 0.006, memory: 8339, top1_acc: 0.2344, top5_acc: 0.4750, loss_cls: 3.6648, loss: 3.6648 2020-06-16 19:44:58,243 - mmaction - INFO - Epoch [3][2080/3134] lr: 0.01000, eta: 2 days, 3:51:05, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.2094, top5_acc: 0.4750, loss_cls: 3.6766, loss: 3.6766 2020-06-16 19:45:10,057 - mmaction - INFO - Epoch [3][2100/3134] lr: 0.01000, eta: 2 days, 3:50:37, time: 0.591, data_time: 0.004, memory: 8339, top1_acc: 0.2406, top5_acc: 0.4906, loss_cls: 3.7732, loss: 3.7732 2020-06-16 19:45:21,892 - mmaction - INFO - Epoch [3][2120/3134] lr: 0.01000, eta: 2 days, 3:50:10, time: 0.591, data_time: 0.004, memory: 8339, top1_acc: 0.2281, top5_acc: 0.4562, loss_cls: 3.7901, loss: 3.7901 2020-06-16 19:45:33,539 - mmaction - INFO - Epoch [3][2140/3134] lr: 0.01000, eta: 2 days, 3:49:36, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.2562, top5_acc: 0.4750, loss_cls: 3.6679, loss: 3.6679 2020-06-16 19:45:45,399 - mmaction - INFO - Epoch [3][2160/3134] lr: 0.01000, eta: 2 days, 3:49:09, time: 0.592, data_time: 0.005, memory: 8339, top1_acc: 0.2062, top5_acc: 0.4688, loss_cls: 3.8304, loss: 3.8304 2020-06-16 19:45:57,212 - mmaction - INFO - Epoch [3][2180/3134] lr: 0.01000, eta: 2 days, 3:48:43, time: 0.592, data_time: 0.003, memory: 8339, top1_acc: 0.2875, top5_acc: 0.4969, loss_cls: 3.5545, loss: 3.5545 2020-06-16 19:46:08,884 - mmaction - INFO - Epoch [3][2200/3134] lr: 0.01000, eta: 2 days, 3:48:10, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.2188, top5_acc: 0.4906, loss_cls: 3.7474, loss: 3.7474 2020-06-16 19:46:20,843 - mmaction - INFO - Epoch [3][2220/3134] lr: 0.01000, eta: 2 days, 3:47:47, time: 0.596, data_time: 0.006, memory: 8339, top1_acc: 0.2625, top5_acc: 0.4406, loss_cls: 3.7606, loss: 3.7606 2020-06-16 19:46:32,617 - mmaction - INFO - Epoch [3][2240/3134] lr: 0.01000, eta: 2 days, 3:47:19, time: 0.590, data_time: 0.006, memory: 8339, top1_acc: 0.2812, top5_acc: 0.4719, loss_cls: 3.6353, loss: 3.6353 2020-06-16 19:46:44,229 - mmaction - INFO - Epoch [3][2260/3134] lr: 0.01000, eta: 2 days, 3:46:45, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.1938, top5_acc: 0.4531, loss_cls: 3.7790, loss: 3.7790 2020-06-16 19:46:56,067 - mmaction - INFO - Epoch [3][2280/3134] lr: 0.01000, eta: 2 days, 3:46:18, time: 0.590, data_time: 0.005, memory: 8339, top1_acc: 0.2500, top5_acc: 0.4500, loss_cls: 3.8315, loss: 3.8315 2020-06-16 19:47:07,869 - mmaction - INFO - Epoch [3][2300/3134] lr: 0.01000, eta: 2 days, 3:45:52, time: 0.592, data_time: 0.004, memory: 8339, top1_acc: 0.2375, top5_acc: 0.4969, loss_cls: 3.6397, loss: 3.6397 2020-06-16 19:47:19,808 - mmaction - INFO - Epoch [3][2320/3134] lr: 0.01000, eta: 2 days, 3:45:26, time: 0.591, data_time: 0.001, memory: 8339, top1_acc: 0.2375, top5_acc: 0.4688, loss_cls: 3.6520, loss: 3.6520 2020-06-16 19:47:31,542 - mmaction - INFO - Epoch [3][2340/3134] lr: 0.01000, eta: 2 days, 3:45:01, time: 0.593, data_time: 0.007, memory: 8339, top1_acc: 0.2281, top5_acc: 0.4313, loss_cls: 3.8103, loss: 3.8103 2020-06-16 19:47:43,328 - mmaction - INFO - Epoch [3][2360/3134] lr: 0.01000, eta: 2 days, 3:44:32, time: 0.589, data_time: 0.000, memory: 8339, top1_acc: 0.2437, top5_acc: 0.4531, loss_cls: 3.7972, loss: 3.7972 2020-06-16 19:47:55,032 - mmaction - INFO - Epoch [3][2380/3134] lr: 0.01000, eta: 2 days, 3:44:02, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.2500, top5_acc: 0.4875, loss_cls: 3.5115, loss: 3.5115 2020-06-16 19:48:06,767 - mmaction - INFO - Epoch [3][2400/3134] lr: 0.01000, eta: 2 days, 3:43:32, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.2562, top5_acc: 0.5000, loss_cls: 3.5897, loss: 3.5897 2020-06-16 19:48:18,696 - mmaction - INFO - Epoch [3][2420/3134] lr: 0.01000, eta: 2 days, 3:43:06, time: 0.590, data_time: 0.004, memory: 8339, top1_acc: 0.2406, top5_acc: 0.4750, loss_cls: 3.6957, loss: 3.6957 2020-06-16 19:48:30,428 - mmaction - INFO - Epoch [3][2440/3134] lr: 0.01000, eta: 2 days, 3:42:41, time: 0.593, data_time: 0.008, memory: 8339, top1_acc: 0.2437, top5_acc: 0.4594, loss_cls: 3.7053, loss: 3.7053 2020-06-16 19:48:42,132 - mmaction - INFO - Epoch [3][2460/3134] lr: 0.01000, eta: 2 days, 3:42:10, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.2437, top5_acc: 0.4844, loss_cls: 3.6861, loss: 3.6861 2020-06-16 19:48:53,885 - mmaction - INFO - Epoch [3][2480/3134] lr: 0.01000, eta: 2 days, 3:41:41, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.2469, top5_acc: 0.4813, loss_cls: 3.5286, loss: 3.5286 2020-06-16 19:49:05,794 - mmaction - INFO - Epoch [3][2500/3134] lr: 0.01000, eta: 2 days, 3:41:16, time: 0.592, data_time: 0.005, memory: 8339, top1_acc: 0.2625, top5_acc: 0.4906, loss_cls: 3.5663, loss: 3.5663 2020-06-16 19:49:17,537 - mmaction - INFO - Epoch [3][2520/3134] lr: 0.01000, eta: 2 days, 3:40:50, time: 0.591, data_time: 0.006, memory: 8339, top1_acc: 0.2281, top5_acc: 0.4500, loss_cls: 3.6913, loss: 3.6913 2020-06-16 19:49:29,238 - mmaction - INFO - Epoch [3][2540/3134] lr: 0.01000, eta: 2 days, 3:40:21, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.2375, top5_acc: 0.4656, loss_cls: 3.7774, loss: 3.7774 2020-06-16 19:49:41,049 - mmaction - INFO - Epoch [3][2560/3134] lr: 0.01000, eta: 2 days, 3:39:54, time: 0.590, data_time: 0.004, memory: 8339, top1_acc: 0.2500, top5_acc: 0.5219, loss_cls: 3.5388, loss: 3.5388 2020-06-16 19:49:52,916 - mmaction - INFO - Epoch [3][2580/3134] lr: 0.01000, eta: 2 days, 3:39:27, time: 0.590, data_time: 0.005, memory: 8339, top1_acc: 0.2344, top5_acc: 0.4781, loss_cls: 3.6918, loss: 3.6918 2020-06-16 19:50:04,664 - mmaction - INFO - Epoch [3][2600/3134] lr: 0.01000, eta: 2 days, 3:39:01, time: 0.591, data_time: 0.006, memory: 8339, top1_acc: 0.2344, top5_acc: 0.4531, loss_cls: 3.6997, loss: 3.6997 2020-06-16 19:50:16,442 - mmaction - INFO - Epoch [3][2620/3134] lr: 0.01000, eta: 2 days, 3:38:35, time: 0.589, data_time: 0.002, memory: 8339, top1_acc: 0.2062, top5_acc: 0.4281, loss_cls: 3.8058, loss: 3.8058 2020-06-16 19:50:28,170 - mmaction - INFO - Epoch [3][2640/3134] lr: 0.01000, eta: 2 days, 3:38:05, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.2531, top5_acc: 0.5031, loss_cls: 3.5535, loss: 3.5535 2020-06-16 19:50:39,914 - mmaction - INFO - Epoch [3][2660/3134] lr: 0.01000, eta: 2 days, 3:37:38, time: 0.588, data_time: 0.002, memory: 8339, top1_acc: 0.2469, top5_acc: 0.4531, loss_cls: 3.6966, loss: 3.6966 2020-06-16 19:50:51,765 - mmaction - INFO - Epoch [3][2680/3134] lr: 0.01000, eta: 2 days, 3:37:14, time: 0.593, data_time: 0.005, memory: 8339, top1_acc: 0.2687, top5_acc: 0.4594, loss_cls: 3.5888, loss: 3.5888 2020-06-16 19:51:03,677 - mmaction - INFO - Epoch [3][2700/3134] lr: 0.01000, eta: 2 days, 3:36:50, time: 0.593, data_time: 0.005, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5188, loss_cls: 3.5160, loss: 3.5160 2020-06-16 19:51:15,454 - mmaction - INFO - Epoch [3][2720/3134] lr: 0.01000, eta: 2 days, 3:36:24, time: 0.591, data_time: 0.005, memory: 8339, top1_acc: 0.2125, top5_acc: 0.5000, loss_cls: 3.6078, loss: 3.6078 2020-06-16 19:51:27,211 - mmaction - INFO - Epoch [3][2740/3134] lr: 0.01000, eta: 2 days, 3:35:57, time: 0.588, data_time: 0.002, memory: 8339, top1_acc: 0.2437, top5_acc: 0.4719, loss_cls: 3.6695, loss: 3.6695 2020-06-16 19:51:39,097 - mmaction - INFO - Epoch [3][2760/3134] lr: 0.01000, eta: 2 days, 3:35:31, time: 0.591, data_time: 0.005, memory: 8339, top1_acc: 0.2188, top5_acc: 0.4500, loss_cls: 3.7407, loss: 3.7407 2020-06-16 19:51:50,900 - mmaction - INFO - Epoch [3][2780/3134] lr: 0.01000, eta: 2 days, 3:35:08, time: 0.594, data_time: 0.006, memory: 8339, top1_acc: 0.2562, top5_acc: 0.4562, loss_cls: 3.6826, loss: 3.6826 2020-06-16 19:52:02,631 - mmaction - INFO - Epoch [3][2800/3134] lr: 0.01000, eta: 2 days, 3:34:40, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.2719, top5_acc: 0.5219, loss_cls: 3.5117, loss: 3.5117 2020-06-16 19:52:14,357 - mmaction - INFO - Epoch [3][2820/3134] lr: 0.01000, eta: 2 days, 3:34:13, time: 0.588, data_time: 0.002, memory: 8339, top1_acc: 0.2313, top5_acc: 0.4969, loss_cls: 3.5853, loss: 3.5853 2020-06-16 19:52:26,092 - mmaction - INFO - Epoch [3][2840/3134] lr: 0.01000, eta: 2 days, 3:33:42, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.2406, top5_acc: 0.4969, loss_cls: 3.6535, loss: 3.6535 2020-06-16 19:52:37,803 - mmaction - INFO - Epoch [3][2860/3134] lr: 0.01000, eta: 2 days, 3:33:15, time: 0.588, data_time: 0.006, memory: 8339, top1_acc: 0.2156, top5_acc: 0.4469, loss_cls: 3.7661, loss: 3.7661 2020-06-16 19:52:49,615 - mmaction - INFO - Epoch [3][2880/3134] lr: 0.01000, eta: 2 days, 3:32:49, time: 0.588, data_time: 0.002, memory: 8339, top1_acc: 0.2594, top5_acc: 0.5000, loss_cls: 3.6036, loss: 3.6036 2020-06-16 19:53:01,390 - mmaction - INFO - Epoch [3][2900/3134] lr: 0.01000, eta: 2 days, 3:32:24, time: 0.592, data_time: 0.005, memory: 8339, top1_acc: 0.2375, top5_acc: 0.4719, loss_cls: 3.7424, loss: 3.7424 2020-06-16 19:53:13,191 - mmaction - INFO - Epoch [3][2920/3134] lr: 0.01000, eta: 2 days, 3:31:59, time: 0.590, data_time: 0.001, memory: 8339, top1_acc: 0.2594, top5_acc: 0.4656, loss_cls: 3.5360, loss: 3.5360 2020-06-16 19:53:25,043 - mmaction - INFO - Epoch [3][2940/3134] lr: 0.01000, eta: 2 days, 3:31:33, time: 0.589, data_time: 0.005, memory: 8339, top1_acc: 0.2281, top5_acc: 0.4594, loss_cls: 3.6714, loss: 3.6714 2020-06-16 19:53:36,894 - mmaction - INFO - Epoch [3][2960/3134] lr: 0.01000, eta: 2 days, 3:31:12, time: 0.597, data_time: 0.006, memory: 8339, top1_acc: 0.2469, top5_acc: 0.4437, loss_cls: 3.7571, loss: 3.7571 2020-06-16 19:53:48,704 - mmaction - INFO - Epoch [3][2980/3134] lr: 0.01000, eta: 2 days, 3:30:48, time: 0.591, data_time: 0.001, memory: 8339, top1_acc: 0.2375, top5_acc: 0.4594, loss_cls: 3.7105, loss: 3.7105 2020-06-16 19:54:00,478 - mmaction - INFO - Epoch [3][3000/3134] lr: 0.01000, eta: 2 days, 3:30:20, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.2469, top5_acc: 0.4719, loss_cls: 3.7787, loss: 3.7787 2020-06-16 19:54:12,281 - mmaction - INFO - Epoch [3][3020/3134] lr: 0.01000, eta: 2 days, 3:29:55, time: 0.590, data_time: 0.005, memory: 8339, top1_acc: 0.2344, top5_acc: 0.4625, loss_cls: 3.7534, loss: 3.7534 2020-06-16 19:54:24,026 - mmaction - INFO - Epoch [3][3040/3134] lr: 0.01000, eta: 2 days, 3:29:29, time: 0.588, data_time: 0.002, memory: 8339, top1_acc: 0.2562, top5_acc: 0.4906, loss_cls: 3.6802, loss: 3.6802 2020-06-16 19:54:41,053 - mmaction - INFO - Epoch [3][3060/3134] lr: 0.01000, eta: 2 days, 3:31:54, time: 0.851, data_time: 0.002, memory: 8339, top1_acc: 0.2219, top5_acc: 0.4188, loss_cls: 3.9798, loss: 3.9798 2020-06-16 19:54:53,144 - mmaction - INFO - Epoch [3][3080/3134] lr: 0.01000, eta: 2 days, 3:31:39, time: 0.605, data_time: 0.002, memory: 8339, top1_acc: 0.2062, top5_acc: 0.4531, loss_cls: 3.7761, loss: 3.7761 2020-06-16 19:55:05,051 - mmaction - INFO - Epoch [3][3100/3134] lr: 0.01000, eta: 2 days, 3:31:18, time: 0.596, data_time: 0.002, memory: 8339, top1_acc: 0.2562, top5_acc: 0.4594, loss_cls: 3.6818, loss: 3.6818 2020-06-16 19:55:16,774 - mmaction - INFO - Epoch [3][3120/3134] lr: 0.01000, eta: 2 days, 3:30:49, time: 0.584, data_time: 0.000, memory: 8339, top1_acc: 0.2500, top5_acc: 0.5281, loss_cls: 3.5658, loss: 3.5658 2020-06-16 19:55:52,504 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-16 19:55:53,758 - mmaction - INFO - top1_acc 0.1912 top5_acc 0.4158 2020-06-16 19:55:53,776 - mmaction - INFO - Epoch [3][3134/3134] lr: 0.01000, top1_acc: 0.1912, top5_acc: 0.4158 2020-06-16 19:56:10,167 - mmaction - INFO - Epoch [4][20/3134] lr: 0.01000, eta: 2 days, 3:28:07, time: 0.818, data_time: 0.235, memory: 8339, top1_acc: 0.2313, top5_acc: 0.4594, loss_cls: 3.6532, loss: 3.6532 2020-06-16 19:56:21,906 - mmaction - INFO - Epoch [4][40/3134] lr: 0.01000, eta: 2 days, 3:27:40, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.2250, top5_acc: 0.4625, loss_cls: 3.6673, loss: 3.6673 2020-06-16 19:56:33,687 - mmaction - INFO - Epoch [4][60/3134] lr: 0.01000, eta: 2 days, 3:27:15, time: 0.590, data_time: 0.001, memory: 8339, top1_acc: 0.2687, top5_acc: 0.4781, loss_cls: 3.5812, loss: 3.5812 2020-06-16 19:56:45,603 - mmaction - INFO - Epoch [4][80/3134] lr: 0.01000, eta: 2 days, 3:26:50, time: 0.589, data_time: 0.004, memory: 8339, top1_acc: 0.2719, top5_acc: 0.4938, loss_cls: 3.4055, loss: 3.4055 2020-06-16 19:56:57,380 - mmaction - INFO - Epoch [4][100/3134] lr: 0.01000, eta: 2 days, 3:26:28, time: 0.594, data_time: 0.008, memory: 8339, top1_acc: 0.2500, top5_acc: 0.5000, loss_cls: 3.5755, loss: 3.5755 2020-06-16 19:57:09,012 - mmaction - INFO - Epoch [4][120/3134] lr: 0.01000, eta: 2 days, 3:25:58, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.2375, top5_acc: 0.4594, loss_cls: 3.6964, loss: 3.6964 2020-06-16 19:57:20,835 - mmaction - INFO - Epoch [4][140/3134] lr: 0.01000, eta: 2 days, 3:25:33, time: 0.589, data_time: 0.005, memory: 8339, top1_acc: 0.2594, top5_acc: 0.4656, loss_cls: 3.6373, loss: 3.6373 2020-06-16 19:57:32,606 - mmaction - INFO - Epoch [4][160/3134] lr: 0.01000, eta: 2 days, 3:25:09, time: 0.591, data_time: 0.005, memory: 8339, top1_acc: 0.2344, top5_acc: 0.4906, loss_cls: 3.5621, loss: 3.5621 2020-06-16 19:57:44,432 - mmaction - INFO - Epoch [4][180/3134] lr: 0.01000, eta: 2 days, 3:24:46, time: 0.592, data_time: 0.001, memory: 8339, top1_acc: 0.2469, top5_acc: 0.4344, loss_cls: 3.7231, loss: 3.7231 2020-06-16 19:57:56,097 - mmaction - INFO - Epoch [4][200/3134] lr: 0.01000, eta: 2 days, 3:24:17, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.2719, top5_acc: 0.4938, loss_cls: 3.6011, loss: 3.6011 2020-06-16 19:58:07,798 - mmaction - INFO - Epoch [4][220/3134] lr: 0.01000, eta: 2 days, 3:23:49, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.2719, top5_acc: 0.5000, loss_cls: 3.5472, loss: 3.5472 2020-06-16 19:58:19,572 - mmaction - INFO - Epoch [4][240/3134] lr: 0.01000, eta: 2 days, 3:23:24, time: 0.589, data_time: 0.005, memory: 8339, top1_acc: 0.2219, top5_acc: 0.4688, loss_cls: 3.6477, loss: 3.6477 2020-06-16 19:58:31,300 - mmaction - INFO - Epoch [4][260/3134] lr: 0.01000, eta: 2 days, 3:22:58, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.2500, top5_acc: 0.4844, loss_cls: 3.5986, loss: 3.5986 2020-06-16 19:58:43,002 - mmaction - INFO - Epoch [4][280/3134] lr: 0.01000, eta: 2 days, 3:22:30, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.2437, top5_acc: 0.4844, loss_cls: 3.6606, loss: 3.6606 2020-06-16 19:58:54,815 - mmaction - INFO - Epoch [4][300/3134] lr: 0.01000, eta: 2 days, 3:22:06, time: 0.590, data_time: 0.005, memory: 8339, top1_acc: 0.2250, top5_acc: 0.4938, loss_cls: 3.5878, loss: 3.5878 2020-06-16 19:59:06,591 - mmaction - INFO - Epoch [4][320/3134] lr: 0.01000, eta: 2 days, 3:21:43, time: 0.591, data_time: 0.003, memory: 8339, top1_acc: 0.2313, top5_acc: 0.5000, loss_cls: 3.7401, loss: 3.7401 2020-06-16 19:59:18,274 - mmaction - INFO - Epoch [4][340/3134] lr: 0.01000, eta: 2 days, 3:21:15, time: 0.584, data_time: 0.000, memory: 8339, top1_acc: 0.2781, top5_acc: 0.4938, loss_cls: 3.5950, loss: 3.5950 2020-06-16 19:59:30,006 - mmaction - INFO - Epoch [4][360/3134] lr: 0.01000, eta: 2 days, 3:20:48, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.2687, top5_acc: 0.4750, loss_cls: 3.5909, loss: 3.5909 2020-06-16 19:59:41,786 - mmaction - INFO - Epoch [4][380/3134] lr: 0.01000, eta: 2 days, 3:20:25, time: 0.591, data_time: 0.004, memory: 8339, top1_acc: 0.2062, top5_acc: 0.4562, loss_cls: 3.7306, loss: 3.7306 2020-06-16 19:59:53,463 - mmaction - INFO - Epoch [4][400/3134] lr: 0.01000, eta: 2 days, 3:19:57, time: 0.583, data_time: 0.000, memory: 8339, top1_acc: 0.2719, top5_acc: 0.4469, loss_cls: 3.7120, loss: 3.7120 2020-06-16 20:00:07,151 - mmaction - INFO - Epoch [4][420/3134] lr: 0.01000, eta: 2 days, 3:20:22, time: 0.669, data_time: 0.006, memory: 8339, top1_acc: 0.2875, top5_acc: 0.4875, loss_cls: 3.4774, loss: 3.4774 2020-06-16 20:00:19,522 - mmaction - INFO - Epoch [4][440/3134] lr: 0.01000, eta: 2 days, 3:20:22, time: 0.629, data_time: 0.023, memory: 8339, top1_acc: 0.2531, top5_acc: 0.4531, loss_cls: 3.6823, loss: 3.6823 2020-06-16 20:00:31,298 - mmaction - INFO - Epoch [4][460/3134] lr: 0.01000, eta: 2 days, 3:20:00, time: 0.592, data_time: 0.006, memory: 8339, top1_acc: 0.2406, top5_acc: 0.5094, loss_cls: 3.5130, loss: 3.5130 2020-06-16 20:00:42,992 - mmaction - INFO - Epoch [4][480/3134] lr: 0.01000, eta: 2 days, 3:19:34, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.2531, top5_acc: 0.4750, loss_cls: 3.6292, loss: 3.6292 2020-06-16 20:00:55,754 - mmaction - INFO - Epoch [4][500/3134] lr: 0.01000, eta: 2 days, 3:19:23, time: 0.612, data_time: 0.004, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5031, loss_cls: 3.4602, loss: 3.4602 2020-06-16 20:01:07,671 - mmaction - INFO - Epoch [4][520/3134] lr: 0.01000, eta: 2 days, 3:19:19, time: 0.622, data_time: 0.027, memory: 8339, top1_acc: 0.2719, top5_acc: 0.4781, loss_cls: 3.5553, loss: 3.5553 2020-06-16 20:01:19,371 - mmaction - INFO - Epoch [4][540/3134] lr: 0.01000, eta: 2 days, 3:18:53, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.2562, top5_acc: 0.4594, loss_cls: 3.6283, loss: 3.6283 2020-06-16 20:01:31,224 - mmaction - INFO - Epoch [4][560/3134] lr: 0.01000, eta: 2 days, 3:18:29, time: 0.591, data_time: 0.005, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5156, loss_cls: 3.4260, loss: 3.4260 2020-06-16 20:01:43,067 - mmaction - INFO - Epoch [4][580/3134] lr: 0.01000, eta: 2 days, 3:18:08, time: 0.594, data_time: 0.003, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5094, loss_cls: 3.3582, loss: 3.3582 2020-06-16 20:01:54,913 - mmaction - INFO - Epoch [4][600/3134] lr: 0.01000, eta: 2 days, 3:17:47, time: 0.593, data_time: 0.002, memory: 8339, top1_acc: 0.2562, top5_acc: 0.5344, loss_cls: 3.4359, loss: 3.4359 2020-06-16 20:02:06,747 - mmaction - INFO - Epoch [4][620/3134] lr: 0.01000, eta: 2 days, 3:17:23, time: 0.590, data_time: 0.004, memory: 8339, top1_acc: 0.2250, top5_acc: 0.4844, loss_cls: 3.5977, loss: 3.5977 2020-06-16 20:02:18,516 - mmaction - INFO - Epoch [4][640/3134] lr: 0.01000, eta: 2 days, 3:16:58, time: 0.587, data_time: 0.005, memory: 8339, top1_acc: 0.2562, top5_acc: 0.4813, loss_cls: 3.6534, loss: 3.6534 2020-06-16 20:02:30,262 - mmaction - INFO - Epoch [4][660/3134] lr: 0.01000, eta: 2 days, 3:16:35, time: 0.590, data_time: 0.005, memory: 8339, top1_acc: 0.2531, top5_acc: 0.5188, loss_cls: 3.5473, loss: 3.5473 2020-06-16 20:02:42,243 - mmaction - INFO - Epoch [4][680/3134] lr: 0.01000, eta: 2 days, 3:16:14, time: 0.594, data_time: 0.004, memory: 8339, top1_acc: 0.2562, top5_acc: 0.4562, loss_cls: 3.7136, loss: 3.7136 2020-06-16 20:02:53,921 - mmaction - INFO - Epoch [4][700/3134] lr: 0.01000, eta: 2 days, 3:15:49, time: 0.588, data_time: 0.006, memory: 8339, top1_acc: 0.2469, top5_acc: 0.4719, loss_cls: 3.6473, loss: 3.6473 2020-06-16 20:03:05,740 - mmaction - INFO - Epoch [4][720/3134] lr: 0.01000, eta: 2 days, 3:15:26, time: 0.590, data_time: 0.004, memory: 8339, top1_acc: 0.2562, top5_acc: 0.4625, loss_cls: 3.5324, loss: 3.5324 2020-06-16 20:03:17,500 - mmaction - INFO - Epoch [4][740/3134] lr: 0.01000, eta: 2 days, 3:15:01, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.2156, top5_acc: 0.4562, loss_cls: 3.6981, loss: 3.6981 2020-06-16 20:03:29,314 - mmaction - INFO - Epoch [4][760/3134] lr: 0.01000, eta: 2 days, 3:14:40, time: 0.593, data_time: 0.004, memory: 8339, top1_acc: 0.2313, top5_acc: 0.5406, loss_cls: 3.4430, loss: 3.4430 2020-06-16 20:03:41,165 - mmaction - INFO - Epoch [4][780/3134] lr: 0.01000, eta: 2 days, 3:14:18, time: 0.592, data_time: 0.001, memory: 8339, top1_acc: 0.2469, top5_acc: 0.4625, loss_cls: 3.5806, loss: 3.5806 2020-06-16 20:03:52,921 - mmaction - INFO - Epoch [4][800/3134] lr: 0.01000, eta: 2 days, 3:13:53, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5062, loss_cls: 3.3879, loss: 3.3879 2020-06-16 20:04:04,766 - mmaction - INFO - Epoch [4][820/3134] lr: 0.01000, eta: 2 days, 3:13:32, time: 0.593, data_time: 0.005, memory: 8339, top1_acc: 0.2219, top5_acc: 0.4875, loss_cls: 3.6389, loss: 3.6389 2020-06-16 20:04:16,502 - mmaction - INFO - Epoch [4][840/3134] lr: 0.01000, eta: 2 days, 3:13:07, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5031, loss_cls: 3.4541, loss: 3.4541 2020-06-16 20:04:28,125 - mmaction - INFO - Epoch [4][860/3134] lr: 0.01000, eta: 2 days, 3:12:39, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.2844, top5_acc: 0.4813, loss_cls: 3.5269, loss: 3.5269 2020-06-16 20:04:39,985 - mmaction - INFO - Epoch [4][880/3134] lr: 0.01000, eta: 2 days, 3:12:17, time: 0.591, data_time: 0.004, memory: 8339, top1_acc: 0.2625, top5_acc: 0.5000, loss_cls: 3.6004, loss: 3.6004 2020-06-16 20:04:51,822 - mmaction - INFO - Epoch [4][900/3134] lr: 0.01000, eta: 2 days, 3:11:56, time: 0.593, data_time: 0.004, memory: 8339, top1_acc: 0.2656, top5_acc: 0.4781, loss_cls: 3.5147, loss: 3.5147 2020-06-16 20:05:03,682 - mmaction - INFO - Epoch [4][920/3134] lr: 0.01000, eta: 2 days, 3:11:35, time: 0.594, data_time: 0.004, memory: 8339, top1_acc: 0.2594, top5_acc: 0.5000, loss_cls: 3.5644, loss: 3.5644 2020-06-16 20:05:15,425 - mmaction - INFO - Epoch [4][940/3134] lr: 0.01000, eta: 2 days, 3:11:11, time: 0.587, data_time: 0.001, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5156, loss_cls: 3.4626, loss: 3.4626 2020-06-16 20:05:27,273 - mmaction - INFO - Epoch [4][960/3134] lr: 0.01000, eta: 2 days, 3:10:49, time: 0.591, data_time: 0.001, memory: 8339, top1_acc: 0.2375, top5_acc: 0.5000, loss_cls: 3.5649, loss: 3.5649 2020-06-16 20:05:38,968 - mmaction - INFO - Epoch [4][980/3134] lr: 0.01000, eta: 2 days, 3:10:23, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.2313, top5_acc: 0.4594, loss_cls: 3.7455, loss: 3.7455 2020-06-16 20:05:50,761 - mmaction - INFO - Epoch [4][1000/3134] lr: 0.01000, eta: 2 days, 3:10:00, time: 0.590, data_time: 0.005, memory: 8339, top1_acc: 0.2531, top5_acc: 0.5031, loss_cls: 3.5316, loss: 3.5316 2020-06-16 20:06:02,557 - mmaction - INFO - Epoch [4][1020/3134] lr: 0.01000, eta: 2 days, 3:09:38, time: 0.591, data_time: 0.003, memory: 8339, top1_acc: 0.2562, top5_acc: 0.4844, loss_cls: 3.6601, loss: 3.6601 2020-06-16 20:06:14,304 - mmaction - INFO - Epoch [4][1040/3134] lr: 0.01000, eta: 2 days, 3:09:14, time: 0.587, data_time: 0.001, memory: 8339, top1_acc: 0.2656, top5_acc: 0.4625, loss_cls: 3.6558, loss: 3.6558 2020-06-16 20:06:26,128 - mmaction - INFO - Epoch [4][1060/3134] lr: 0.01000, eta: 2 days, 3:08:51, time: 0.589, data_time: 0.005, memory: 8339, top1_acc: 0.2500, top5_acc: 0.4875, loss_cls: 3.6318, loss: 3.6318 2020-06-16 20:06:37,856 - mmaction - INFO - Epoch [4][1080/3134] lr: 0.01000, eta: 2 days, 3:08:27, time: 0.589, data_time: 0.005, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5000, loss_cls: 3.5224, loss: 3.5224 2020-06-16 20:06:49,547 - mmaction - INFO - Epoch [4][1100/3134] lr: 0.01000, eta: 2 days, 3:08:02, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.2625, top5_acc: 0.5062, loss_cls: 3.5174, loss: 3.5174 2020-06-16 20:07:01,288 - mmaction - INFO - Epoch [4][1120/3134] lr: 0.01000, eta: 2 days, 3:07:38, time: 0.586, data_time: 0.000, memory: 8339, top1_acc: 0.2313, top5_acc: 0.4500, loss_cls: 3.6994, loss: 3.6994 2020-06-16 20:07:12,920 - mmaction - INFO - Epoch [4][1140/3134] lr: 0.01000, eta: 2 days, 3:07:11, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.2125, top5_acc: 0.4469, loss_cls: 3.8573, loss: 3.8573 2020-06-16 20:07:24,768 - mmaction - INFO - Epoch [4][1160/3134] lr: 0.01000, eta: 2 days, 3:06:48, time: 0.589, data_time: 0.004, memory: 8339, top1_acc: 0.2281, top5_acc: 0.4594, loss_cls: 3.7045, loss: 3.7045 2020-06-16 20:07:36,511 - mmaction - INFO - Epoch [4][1180/3134] lr: 0.01000, eta: 2 days, 3:06:26, time: 0.591, data_time: 0.005, memory: 8339, top1_acc: 0.1906, top5_acc: 0.4625, loss_cls: 3.7124, loss: 3.7124 2020-06-16 20:07:48,425 - mmaction - INFO - Epoch [4][1200/3134] lr: 0.01000, eta: 2 days, 3:06:07, time: 0.596, data_time: 0.001, memory: 8339, top1_acc: 0.2375, top5_acc: 0.4719, loss_cls: 3.7331, loss: 3.7331 2020-06-16 20:08:00,102 - mmaction - INFO - Epoch [4][1220/3134] lr: 0.01000, eta: 2 days, 3:05:42, time: 0.584, data_time: 0.000, memory: 8339, top1_acc: 0.2156, top5_acc: 0.4688, loss_cls: 3.7284, loss: 3.7284 2020-06-16 20:08:11,722 - mmaction - INFO - Epoch [4][1240/3134] lr: 0.01000, eta: 2 days, 3:05:14, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.2687, top5_acc: 0.4875, loss_cls: 3.5406, loss: 3.5406 2020-06-16 20:08:23,619 - mmaction - INFO - Epoch [4][1260/3134] lr: 0.01000, eta: 2 days, 3:04:52, time: 0.590, data_time: 0.004, memory: 8339, top1_acc: 0.2469, top5_acc: 0.4875, loss_cls: 3.5613, loss: 3.5613 2020-06-16 20:08:35,420 - mmaction - INFO - Epoch [4][1280/3134] lr: 0.01000, eta: 2 days, 3:04:33, time: 0.595, data_time: 0.007, memory: 8339, top1_acc: 0.2719, top5_acc: 0.5125, loss_cls: 3.5213, loss: 3.5213 2020-06-16 20:08:47,210 - mmaction - INFO - Epoch [4][1300/3134] lr: 0.01000, eta: 2 days, 3:04:08, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5031, loss_cls: 3.5071, loss: 3.5071 2020-06-16 20:08:58,946 - mmaction - INFO - Epoch [4][1320/3134] lr: 0.01000, eta: 2 days, 3:03:47, time: 0.591, data_time: 0.006, memory: 8339, top1_acc: 0.2656, top5_acc: 0.4875, loss_cls: 3.6818, loss: 3.6818 2020-06-16 20:09:10,643 - mmaction - INFO - Epoch [4][1340/3134] lr: 0.01000, eta: 2 days, 3:03:22, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.2594, top5_acc: 0.4938, loss_cls: 3.5218, loss: 3.5218 2020-06-16 20:09:22,434 - mmaction - INFO - Epoch [4][1360/3134] lr: 0.01000, eta: 2 days, 3:02:59, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.2719, top5_acc: 0.4906, loss_cls: 3.5292, loss: 3.5292 2020-06-16 20:09:34,225 - mmaction - INFO - Epoch [4][1380/3134] lr: 0.01000, eta: 2 days, 3:02:38, time: 0.591, data_time: 0.004, memory: 8339, top1_acc: 0.2219, top5_acc: 0.4500, loss_cls: 3.7843, loss: 3.7843 2020-06-16 20:09:45,994 - mmaction - INFO - Epoch [4][1400/3134] lr: 0.01000, eta: 2 days, 3:02:15, time: 0.589, data_time: 0.001, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5062, loss_cls: 3.5178, loss: 3.5178 2020-06-16 20:09:57,856 - mmaction - INFO - Epoch [4][1420/3134] lr: 0.01000, eta: 2 days, 3:01:52, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5188, loss_cls: 3.4353, loss: 3.4353 2020-06-16 20:10:09,671 - mmaction - INFO - Epoch [4][1440/3134] lr: 0.01000, eta: 2 days, 3:01:33, time: 0.596, data_time: 0.008, memory: 8339, top1_acc: 0.2375, top5_acc: 0.4469, loss_cls: 3.7220, loss: 3.7220 2020-06-16 20:10:21,326 - mmaction - INFO - Epoch [4][1460/3134] lr: 0.01000, eta: 2 days, 3:01:08, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.2562, top5_acc: 0.4969, loss_cls: 3.5083, loss: 3.5083 2020-06-16 20:10:33,152 - mmaction - INFO - Epoch [4][1480/3134] lr: 0.01000, eta: 2 days, 3:00:47, time: 0.591, data_time: 0.003, memory: 8339, top1_acc: 0.2844, top5_acc: 0.4750, loss_cls: 3.5178, loss: 3.5178 2020-06-16 20:10:44,872 - mmaction - INFO - Epoch [4][1500/3134] lr: 0.01000, eta: 2 days, 3:00:23, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.2437, top5_acc: 0.5250, loss_cls: 3.4467, loss: 3.4467 2020-06-16 20:10:56,548 - mmaction - INFO - Epoch [4][1520/3134] lr: 0.01000, eta: 2 days, 2:59:58, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5031, loss_cls: 3.4826, loss: 3.4826 2020-06-16 20:11:08,278 - mmaction - INFO - Epoch [4][1540/3134] lr: 0.01000, eta: 2 days, 2:59:34, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.2375, top5_acc: 0.4688, loss_cls: 3.7118, loss: 3.7118 2020-06-16 20:11:20,175 - mmaction - INFO - Epoch [4][1560/3134] lr: 0.01000, eta: 2 days, 2:59:16, time: 0.597, data_time: 0.004, memory: 8339, top1_acc: 0.2719, top5_acc: 0.5062, loss_cls: 3.5133, loss: 3.5133 2020-06-16 20:11:31,918 - mmaction - INFO - Epoch [4][1580/3134] lr: 0.01000, eta: 2 days, 2:58:52, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.2812, top5_acc: 0.4969, loss_cls: 3.4945, loss: 3.4945 2020-06-16 20:11:43,763 - mmaction - INFO - Epoch [4][1600/3134] lr: 0.01000, eta: 2 days, 2:58:32, time: 0.592, data_time: 0.005, memory: 8339, top1_acc: 0.2531, top5_acc: 0.4594, loss_cls: 3.7644, loss: 3.7644 2020-06-16 20:11:55,560 - mmaction - INFO - Epoch [4][1620/3134] lr: 0.01000, eta: 2 days, 2:58:11, time: 0.591, data_time: 0.003, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5250, loss_cls: 3.5652, loss: 3.5652 2020-06-16 20:12:07,321 - mmaction - INFO - Epoch [4][1640/3134] lr: 0.01000, eta: 2 days, 2:57:49, time: 0.588, data_time: 0.001, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5188, loss_cls: 3.5099, loss: 3.5099 2020-06-16 20:12:19,219 - mmaction - INFO - Epoch [4][1660/3134] lr: 0.01000, eta: 2 days, 2:57:28, time: 0.591, data_time: 0.004, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5031, loss_cls: 3.4577, loss: 3.4577 2020-06-16 20:12:30,900 - mmaction - INFO - Epoch [4][1680/3134] lr: 0.01000, eta: 2 days, 2:57:05, time: 0.587, data_time: 0.006, memory: 8339, top1_acc: 0.2344, top5_acc: 0.4656, loss_cls: 3.7039, loss: 3.7039 2020-06-16 20:12:42,597 - mmaction - INFO - Epoch [4][1700/3134] lr: 0.01000, eta: 2 days, 2:56:41, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.2562, top5_acc: 0.4844, loss_cls: 3.5401, loss: 3.5401 2020-06-16 20:12:54,375 - mmaction - INFO - Epoch [4][1720/3134] lr: 0.01000, eta: 2 days, 2:56:18, time: 0.587, data_time: 0.005, memory: 8339, top1_acc: 0.2687, top5_acc: 0.5219, loss_cls: 3.5061, loss: 3.5061 2020-06-16 20:13:06,145 - mmaction - INFO - Epoch [4][1740/3134] lr: 0.01000, eta: 2 days, 2:55:57, time: 0.590, data_time: 0.005, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5031, loss_cls: 3.4616, loss: 3.4616 2020-06-16 20:13:17,973 - mmaction - INFO - Epoch [4][1760/3134] lr: 0.01000, eta: 2 days, 2:55:37, time: 0.591, data_time: 0.005, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5031, loss_cls: 3.5558, loss: 3.5558 2020-06-16 20:13:29,751 - mmaction - INFO - Epoch [4][1780/3134] lr: 0.01000, eta: 2 days, 2:55:16, time: 0.590, data_time: 0.002, memory: 8339, top1_acc: 0.2812, top5_acc: 0.4969, loss_cls: 3.5328, loss: 3.5328 2020-06-16 20:13:41,387 - mmaction - INFO - Epoch [4][1800/3134] lr: 0.01000, eta: 2 days, 2:54:50, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.2625, top5_acc: 0.4625, loss_cls: 3.7115, loss: 3.7115 2020-06-16 20:13:53,173 - mmaction - INFO - Epoch [4][1820/3134] lr: 0.01000, eta: 2 days, 2:54:28, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.2313, top5_acc: 0.4469, loss_cls: 3.6094, loss: 3.6094 2020-06-16 20:14:04,998 - mmaction - INFO - Epoch [4][1840/3134] lr: 0.01000, eta: 2 days, 2:54:08, time: 0.592, data_time: 0.005, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5000, loss_cls: 3.5855, loss: 3.5855 2020-06-16 20:14:16,777 - mmaction - INFO - Epoch [4][1860/3134] lr: 0.01000, eta: 2 days, 2:53:46, time: 0.589, data_time: 0.005, memory: 8339, top1_acc: 0.2313, top5_acc: 0.5062, loss_cls: 3.5544, loss: 3.5544 2020-06-16 20:14:28,641 - mmaction - INFO - Epoch [4][1880/3134] lr: 0.01000, eta: 2 days, 2:53:28, time: 0.594, data_time: 0.002, memory: 8339, top1_acc: 0.2594, top5_acc: 0.4875, loss_cls: 3.5749, loss: 3.5749 2020-06-16 20:14:40,397 - mmaction - INFO - Epoch [4][1900/3134] lr: 0.01000, eta: 2 days, 2:53:04, time: 0.586, data_time: 0.005, memory: 8339, top1_acc: 0.2656, top5_acc: 0.5469, loss_cls: 3.5481, loss: 3.5481 2020-06-16 20:14:52,111 - mmaction - INFO - Epoch [4][1920/3134] lr: 0.01000, eta: 2 days, 2:52:43, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.2562, top5_acc: 0.5031, loss_cls: 3.5545, loss: 3.5545 2020-06-16 20:15:04,784 - mmaction - INFO - Epoch [4][1940/3134] lr: 0.01000, eta: 2 days, 2:52:44, time: 0.632, data_time: 0.001, memory: 8339, top1_acc: 0.2562, top5_acc: 0.4781, loss_cls: 3.6562, loss: 3.6562 2020-06-16 20:15:16,467 - mmaction - INFO - Epoch [4][1960/3134] lr: 0.01000, eta: 2 days, 2:52:21, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.2562, top5_acc: 0.4875, loss_cls: 3.6607, loss: 3.6607 2020-06-16 20:15:28,113 - mmaction - INFO - Epoch [4][1980/3134] lr: 0.01000, eta: 2 days, 2:51:56, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3094, top5_acc: 0.4844, loss_cls: 3.6410, loss: 3.6410 2020-06-16 20:15:39,814 - mmaction - INFO - Epoch [4][2000/3134] lr: 0.01000, eta: 2 days, 2:51:32, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.2656, top5_acc: 0.5156, loss_cls: 3.4651, loss: 3.4651 2020-06-16 20:15:51,668 - mmaction - INFO - Epoch [4][2020/3134] lr: 0.01000, eta: 2 days, 2:51:11, time: 0.589, data_time: 0.004, memory: 8339, top1_acc: 0.2687, top5_acc: 0.5062, loss_cls: 3.5037, loss: 3.5037 2020-06-16 20:16:03,462 - mmaction - INFO - Epoch [4][2040/3134] lr: 0.01000, eta: 2 days, 2:50:52, time: 0.593, data_time: 0.005, memory: 8339, top1_acc: 0.2719, top5_acc: 0.5500, loss_cls: 3.3049, loss: 3.3049 2020-06-16 20:16:15,174 - mmaction - INFO - Epoch [4][2060/3134] lr: 0.01000, eta: 2 days, 2:50:27, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.2625, top5_acc: 0.4969, loss_cls: 3.4615, loss: 3.4615 2020-06-16 20:16:27,037 - mmaction - INFO - Epoch [4][2080/3134] lr: 0.01000, eta: 2 days, 2:50:10, time: 0.597, data_time: 0.005, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5156, loss_cls: 3.4809, loss: 3.4809 2020-06-16 20:16:38,715 - mmaction - INFO - Epoch [4][2100/3134] lr: 0.01000, eta: 2 days, 2:49:47, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.2406, top5_acc: 0.4625, loss_cls: 3.7003, loss: 3.7003 2020-06-16 20:16:50,584 - mmaction - INFO - Epoch [4][2120/3134] lr: 0.01000, eta: 2 days, 2:49:26, time: 0.590, data_time: 0.004, memory: 8339, top1_acc: 0.2656, top5_acc: 0.4938, loss_cls: 3.6632, loss: 3.6632 2020-06-16 20:17:02,386 - mmaction - INFO - Epoch [4][2140/3134] lr: 0.01000, eta: 2 days, 2:49:07, time: 0.592, data_time: 0.004, memory: 8339, top1_acc: 0.2625, top5_acc: 0.4813, loss_cls: 3.6188, loss: 3.6188 2020-06-16 20:17:14,100 - mmaction - INFO - Epoch [4][2160/3134] lr: 0.01000, eta: 2 days, 2:48:44, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.2281, top5_acc: 0.4469, loss_cls: 3.8190, loss: 3.8190 2020-06-16 20:17:25,909 - mmaction - INFO - Epoch [4][2180/3134] lr: 0.01000, eta: 2 days, 2:48:22, time: 0.587, data_time: 0.006, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5062, loss_cls: 3.5341, loss: 3.5341 2020-06-16 20:17:37,746 - mmaction - INFO - Epoch [4][2200/3134] lr: 0.01000, eta: 2 days, 2:48:05, time: 0.596, data_time: 0.005, memory: 8339, top1_acc: 0.2375, top5_acc: 0.4813, loss_cls: 3.5780, loss: 3.5780 2020-06-16 20:17:49,599 - mmaction - INFO - Epoch [4][2220/3134] lr: 0.01000, eta: 2 days, 2:47:43, time: 0.588, data_time: 0.001, memory: 8339, top1_acc: 0.2625, top5_acc: 0.4594, loss_cls: 3.6996, loss: 3.6996 2020-06-16 20:18:01,340 - mmaction - INFO - Epoch [4][2240/3134] lr: 0.01000, eta: 2 days, 2:47:23, time: 0.590, data_time: 0.006, memory: 8339, top1_acc: 0.2844, top5_acc: 0.4844, loss_cls: 3.4948, loss: 3.4948 2020-06-16 20:18:12,993 - mmaction - INFO - Epoch [4][2260/3134] lr: 0.01000, eta: 2 days, 2:47:00, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.2406, top5_acc: 0.4500, loss_cls: 3.7588, loss: 3.7588 2020-06-16 20:18:24,849 - mmaction - INFO - Epoch [4][2280/3134] lr: 0.01000, eta: 2 days, 2:46:40, time: 0.592, data_time: 0.003, memory: 8339, top1_acc: 0.2344, top5_acc: 0.5031, loss_cls: 3.5953, loss: 3.5953 2020-06-16 20:18:36,665 - mmaction - INFO - Epoch [4][2300/3134] lr: 0.01000, eta: 2 days, 2:46:20, time: 0.589, data_time: 0.005, memory: 8339, top1_acc: 0.2281, top5_acc: 0.4688, loss_cls: 3.5788, loss: 3.5788 2020-06-16 20:18:48,500 - mmaction - INFO - Epoch [4][2320/3134] lr: 0.01000, eta: 2 days, 2:46:01, time: 0.594, data_time: 0.005, memory: 8339, top1_acc: 0.2750, top5_acc: 0.4813, loss_cls: 3.6399, loss: 3.6399 2020-06-16 20:19:00,238 - mmaction - INFO - Epoch [4][2340/3134] lr: 0.01000, eta: 2 days, 2:45:40, time: 0.587, data_time: 0.001, memory: 8339, top1_acc: 0.2594, top5_acc: 0.5156, loss_cls: 3.4488, loss: 3.4488 2020-06-16 20:19:11,935 - mmaction - INFO - Epoch [4][2360/3134] lr: 0.01000, eta: 2 days, 2:45:16, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5531, loss_cls: 3.3929, loss: 3.3929 2020-06-16 20:19:23,669 - mmaction - INFO - Epoch [4][2380/3134] lr: 0.01000, eta: 2 days, 2:44:54, time: 0.586, data_time: 0.005, memory: 8339, top1_acc: 0.2562, top5_acc: 0.5000, loss_cls: 3.6513, loss: 3.6513 2020-06-16 20:19:35,492 - mmaction - INFO - Epoch [4][2400/3134] lr: 0.01000, eta: 2 days, 2:44:35, time: 0.592, data_time: 0.004, memory: 8339, top1_acc: 0.2562, top5_acc: 0.4750, loss_cls: 3.6707, loss: 3.6707 2020-06-16 20:19:47,257 - mmaction - INFO - Epoch [4][2420/3134] lr: 0.01000, eta: 2 days, 2:44:14, time: 0.589, data_time: 0.005, memory: 8339, top1_acc: 0.2437, top5_acc: 0.4844, loss_cls: 3.7387, loss: 3.7387 2020-06-16 20:19:58,996 - mmaction - INFO - Epoch [4][2440/3134] lr: 0.01000, eta: 2 days, 2:43:53, time: 0.587, data_time: 0.001, memory: 8339, top1_acc: 0.2500, top5_acc: 0.4875, loss_cls: 3.6549, loss: 3.6549 2020-06-16 20:20:10,701 - mmaction - INFO - Epoch [4][2460/3134] lr: 0.01000, eta: 2 days, 2:43:30, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.2469, top5_acc: 0.4250, loss_cls: 3.7490, loss: 3.7490 2020-06-16 20:20:22,466 - mmaction - INFO - Epoch [4][2480/3134] lr: 0.01000, eta: 2 days, 2:43:09, time: 0.589, data_time: 0.002, memory: 8339, top1_acc: 0.2437, top5_acc: 0.4813, loss_cls: 3.6738, loss: 3.6738 2020-06-16 20:20:34,137 - mmaction - INFO - Epoch [4][2500/3134] lr: 0.01000, eta: 2 days, 2:42:46, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.2562, top5_acc: 0.5188, loss_cls: 3.5052, loss: 3.5052 2020-06-16 20:20:46,046 - mmaction - INFO - Epoch [4][2520/3134] lr: 0.01000, eta: 2 days, 2:42:26, time: 0.591, data_time: 0.004, memory: 8339, top1_acc: 0.2375, top5_acc: 0.4750, loss_cls: 3.6353, loss: 3.6353 2020-06-16 20:20:57,728 - mmaction - INFO - Epoch [4][2540/3134] lr: 0.01000, eta: 2 days, 2:42:06, time: 0.588, data_time: 0.006, memory: 8339, top1_acc: 0.2500, top5_acc: 0.4969, loss_cls: 3.5879, loss: 3.5879 2020-06-16 20:21:09,456 - mmaction - INFO - Epoch [4][2560/3134] lr: 0.01000, eta: 2 days, 2:41:42, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5000, loss_cls: 3.4605, loss: 3.4605 2020-06-16 20:21:21,189 - mmaction - INFO - Epoch [4][2580/3134] lr: 0.01000, eta: 2 days, 2:41:22, time: 0.590, data_time: 0.007, memory: 8339, top1_acc: 0.2625, top5_acc: 0.5156, loss_cls: 3.5037, loss: 3.5037 2020-06-16 20:21:32,938 - mmaction - INFO - Epoch [4][2600/3134] lr: 0.01000, eta: 2 days, 2:41:01, time: 0.588, data_time: 0.002, memory: 8339, top1_acc: 0.2219, top5_acc: 0.4406, loss_cls: 3.6641, loss: 3.6641 2020-06-16 20:21:44,854 - mmaction - INFO - Epoch [4][2620/3134] lr: 0.01000, eta: 2 days, 2:40:43, time: 0.594, data_time: 0.004, memory: 8339, top1_acc: 0.2625, top5_acc: 0.4969, loss_cls: 3.5650, loss: 3.5650 2020-06-16 20:21:56,578 - mmaction - INFO - Epoch [4][2640/3134] lr: 0.01000, eta: 2 days, 2:40:23, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.2250, top5_acc: 0.4688, loss_cls: 3.7871, loss: 3.7871 2020-06-16 20:22:08,776 - mmaction - INFO - Epoch [4][2660/3134] lr: 0.01000, eta: 2 days, 2:40:12, time: 0.608, data_time: 0.005, memory: 8339, top1_acc: 0.2281, top5_acc: 0.4719, loss_cls: 3.5938, loss: 3.5938 2020-06-16 20:22:21,010 - mmaction - INFO - Epoch [4][2680/3134] lr: 0.01000, eta: 2 days, 2:40:04, time: 0.615, data_time: 0.005, memory: 8339, top1_acc: 0.2687, top5_acc: 0.5125, loss_cls: 3.4039, loss: 3.4039 2020-06-16 20:22:32,773 - mmaction - INFO - Epoch [4][2700/3134] lr: 0.01000, eta: 2 days, 2:39:43, time: 0.587, data_time: 0.000, memory: 8339, top1_acc: 0.2437, top5_acc: 0.4813, loss_cls: 3.6816, loss: 3.6816 2020-06-16 20:22:44,649 - mmaction - INFO - Epoch [4][2720/3134] lr: 0.01000, eta: 2 days, 2:39:23, time: 0.590, data_time: 0.004, memory: 8339, top1_acc: 0.2500, top5_acc: 0.5094, loss_cls: 3.5686, loss: 3.5686 2020-06-16 20:22:56,432 - mmaction - INFO - Epoch [4][2740/3134] lr: 0.01000, eta: 2 days, 2:39:05, time: 0.593, data_time: 0.006, memory: 8339, top1_acc: 0.2437, top5_acc: 0.4719, loss_cls: 3.6597, loss: 3.6597 2020-06-16 20:23:08,088 - mmaction - INFO - Epoch [4][2760/3134] lr: 0.01000, eta: 2 days, 2:38:42, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.2531, top5_acc: 0.5156, loss_cls: 3.4882, loss: 3.4882 2020-06-16 20:23:19,918 - mmaction - INFO - Epoch [4][2780/3134] lr: 0.01000, eta: 2 days, 2:38:23, time: 0.591, data_time: 0.003, memory: 8339, top1_acc: 0.2188, top5_acc: 0.4562, loss_cls: 3.7576, loss: 3.7576 2020-06-16 20:23:31,752 - mmaction - INFO - Epoch [4][2800/3134] lr: 0.01000, eta: 2 days, 2:38:04, time: 0.591, data_time: 0.003, memory: 8339, top1_acc: 0.2406, top5_acc: 0.4719, loss_cls: 3.6549, loss: 3.6549 2020-06-16 20:23:43,541 - mmaction - INFO - Epoch [4][2820/3134] lr: 0.01000, eta: 2 days, 2:37:44, time: 0.590, data_time: 0.002, memory: 8339, top1_acc: 0.2625, top5_acc: 0.5062, loss_cls: 3.4232, loss: 3.4232 2020-06-16 20:23:55,301 - mmaction - INFO - Epoch [4][2840/3134] lr: 0.01000, eta: 2 days, 2:37:24, time: 0.588, data_time: 0.002, memory: 8339, top1_acc: 0.2469, top5_acc: 0.5031, loss_cls: 3.6121, loss: 3.6121 2020-06-16 20:24:07,164 - mmaction - INFO - Epoch [4][2860/3134] lr: 0.01000, eta: 2 days, 2:37:04, time: 0.591, data_time: 0.004, memory: 8339, top1_acc: 0.2094, top5_acc: 0.4437, loss_cls: 3.7758, loss: 3.7758 2020-06-16 20:24:19,012 - mmaction - INFO - Epoch [4][2880/3134] lr: 0.01000, eta: 2 days, 2:36:47, time: 0.595, data_time: 0.006, memory: 8339, top1_acc: 0.2437, top5_acc: 0.4562, loss_cls: 3.6445, loss: 3.6445 2020-06-16 20:24:30,823 - mmaction - INFO - Epoch [4][2900/3134] lr: 0.01000, eta: 2 days, 2:36:28, time: 0.592, data_time: 0.002, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5000, loss_cls: 3.5687, loss: 3.5687 2020-06-16 20:24:44,765 - mmaction - INFO - Epoch [4][2920/3134] lr: 0.01000, eta: 2 days, 2:37:01, time: 0.696, data_time: 0.004, memory: 8339, top1_acc: 0.2562, top5_acc: 0.5188, loss_cls: 3.5553, loss: 3.5553 2020-06-16 20:24:56,500 - mmaction - INFO - Epoch [4][2940/3134] lr: 0.01000, eta: 2 days, 2:36:40, time: 0.588, data_time: 0.002, memory: 8339, top1_acc: 0.2406, top5_acc: 0.5094, loss_cls: 3.6618, loss: 3.6618 2020-06-16 20:25:08,325 - mmaction - INFO - Epoch [4][2960/3134] lr: 0.01000, eta: 2 days, 2:36:21, time: 0.590, data_time: 0.004, memory: 8339, top1_acc: 0.2875, top5_acc: 0.4875, loss_cls: 3.5220, loss: 3.5220 2020-06-16 20:25:20,276 - mmaction - INFO - Epoch [4][2980/3134] lr: 0.01000, eta: 2 days, 2:36:05, time: 0.598, data_time: 0.002, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5500, loss_cls: 3.3744, loss: 3.3744 2020-06-16 20:25:32,123 - mmaction - INFO - Epoch [4][3000/3134] lr: 0.01000, eta: 2 days, 2:35:45, time: 0.589, data_time: 0.004, memory: 8339, top1_acc: 0.2469, top5_acc: 0.5094, loss_cls: 3.5672, loss: 3.5672 2020-06-16 20:25:43,874 - mmaction - INFO - Epoch [4][3020/3134] lr: 0.01000, eta: 2 days, 2:35:26, time: 0.592, data_time: 0.006, memory: 8339, top1_acc: 0.2625, top5_acc: 0.5125, loss_cls: 3.5366, loss: 3.5366 2020-06-16 20:25:55,561 - mmaction - INFO - Epoch [4][3040/3134] lr: 0.01000, eta: 2 days, 2:35:04, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.2313, top5_acc: 0.4562, loss_cls: 3.7369, loss: 3.7369 2020-06-16 20:26:07,262 - mmaction - INFO - Epoch [4][3060/3134] lr: 0.01000, eta: 2 days, 2:34:42, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.2656, top5_acc: 0.4656, loss_cls: 3.6224, loss: 3.6224 2020-06-16 20:26:19,156 - mmaction - INFO - Epoch [4][3080/3134] lr: 0.01000, eta: 2 days, 2:34:25, time: 0.596, data_time: 0.002, memory: 8339, top1_acc: 0.2313, top5_acc: 0.4500, loss_cls: 3.7296, loss: 3.7296 2020-06-16 20:26:30,837 - mmaction - INFO - Epoch [4][3100/3134] lr: 0.01000, eta: 2 days, 2:34:03, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.2625, top5_acc: 0.5437, loss_cls: 3.4826, loss: 3.4826 2020-06-16 20:26:42,643 - mmaction - INFO - Epoch [4][3120/3134] lr: 0.01000, eta: 2 days, 2:33:44, time: 0.592, data_time: 0.004, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5125, loss_cls: 3.4356, loss: 3.4356 2020-06-16 20:27:23,298 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-16 20:27:24,552 - mmaction - INFO - top1_acc 0.1965 top5_acc 0.4268 2020-06-16 20:27:24,569 - mmaction - INFO - Epoch [4][3134/3134] lr: 0.01000, top1_acc: 0.1965, top5_acc: 0.4268 2020-06-16 20:27:41,241 - mmaction - INFO - Epoch [5][20/3134] lr: 0.01000, eta: 2 days, 2:31:49, time: 0.831, data_time: 0.248, memory: 8339, top1_acc: 0.2562, top5_acc: 0.5281, loss_cls: 3.4493, loss: 3.4493 2020-06-16 20:27:53,035 - mmaction - INFO - Epoch [5][40/3134] lr: 0.01000, eta: 2 days, 2:31:31, time: 0.592, data_time: 0.003, memory: 8339, top1_acc: 0.2375, top5_acc: 0.4813, loss_cls: 3.6583, loss: 3.6583 2020-06-16 20:28:04,744 - mmaction - INFO - Epoch [5][60/3134] lr: 0.01000, eta: 2 days, 2:31:09, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.2406, top5_acc: 0.4500, loss_cls: 3.7206, loss: 3.7206 2020-06-16 20:28:16,638 - mmaction - INFO - Epoch [5][80/3134] lr: 0.01000, eta: 2 days, 2:30:52, time: 0.594, data_time: 0.004, memory: 8339, top1_acc: 0.2531, top5_acc: 0.4938, loss_cls: 3.6231, loss: 3.6231 2020-06-16 20:28:28,416 - mmaction - INFO - Epoch [5][100/3134] lr: 0.01000, eta: 2 days, 2:30:33, time: 0.590, data_time: 0.003, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5594, loss_cls: 3.3922, loss: 3.3922 2020-06-16 20:28:40,120 - mmaction - INFO - Epoch [5][120/3134] lr: 0.01000, eta: 2 days, 2:30:11, time: 0.584, data_time: 0.000, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5156, loss_cls: 3.5808, loss: 3.5808 2020-06-16 20:28:51,932 - mmaction - INFO - Epoch [5][140/3134] lr: 0.01000, eta: 2 days, 2:29:52, time: 0.591, data_time: 0.002, memory: 8339, top1_acc: 0.2562, top5_acc: 0.4750, loss_cls: 3.5951, loss: 3.5951 2020-06-16 20:29:03,652 - mmaction - INFO - Epoch [5][160/3134] lr: 0.01000, eta: 2 days, 2:29:32, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5281, loss_cls: 3.4074, loss: 3.4074 2020-06-16 20:29:15,429 - mmaction - INFO - Epoch [5][180/3134] lr: 0.01000, eta: 2 days, 2:29:12, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.2656, top5_acc: 0.5219, loss_cls: 3.4376, loss: 3.4376 2020-06-16 20:29:27,230 - mmaction - INFO - Epoch [5][200/3134] lr: 0.01000, eta: 2 days, 2:28:54, time: 0.592, data_time: 0.004, memory: 8339, top1_acc: 0.2469, top5_acc: 0.5031, loss_cls: 3.5402, loss: 3.5402 2020-06-16 20:29:38,916 - mmaction - INFO - Epoch [5][220/3134] lr: 0.01000, eta: 2 days, 2:28:32, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5250, loss_cls: 3.4500, loss: 3.4500 2020-06-16 20:29:50,719 - mmaction - INFO - Epoch [5][240/3134] lr: 0.01000, eta: 2 days, 2:28:13, time: 0.590, data_time: 0.004, memory: 8339, top1_acc: 0.2656, top5_acc: 0.5031, loss_cls: 3.5722, loss: 3.5722 2020-06-16 20:30:02,668 - mmaction - INFO - Epoch [5][260/3134] lr: 0.01000, eta: 2 days, 2:27:58, time: 0.598, data_time: 0.005, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5094, loss_cls: 3.5314, loss: 3.5314 2020-06-16 20:30:14,345 - mmaction - INFO - Epoch [5][280/3134] lr: 0.01000, eta: 2 days, 2:27:36, time: 0.583, data_time: 0.000, memory: 8339, top1_acc: 0.2719, top5_acc: 0.5219, loss_cls: 3.5273, loss: 3.5273 2020-06-16 20:30:26,208 - mmaction - INFO - Epoch [5][300/3134] lr: 0.01000, eta: 2 days, 2:27:19, time: 0.593, data_time: 0.001, memory: 8339, top1_acc: 0.2625, top5_acc: 0.5156, loss_cls: 3.4807, loss: 3.4807 2020-06-16 20:30:38,006 - mmaction - INFO - Epoch [5][320/3134] lr: 0.01000, eta: 2 days, 2:26:59, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.2281, top5_acc: 0.5000, loss_cls: 3.4608, loss: 3.4608 2020-06-16 20:30:49,844 - mmaction - INFO - Epoch [5][340/3134] lr: 0.01000, eta: 2 days, 2:26:42, time: 0.595, data_time: 0.005, memory: 8339, top1_acc: 0.2406, top5_acc: 0.4406, loss_cls: 3.6558, loss: 3.6558 2020-06-16 20:31:01,528 - mmaction - INFO - Epoch [5][360/3134] lr: 0.01000, eta: 2 days, 2:26:20, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5062, loss_cls: 3.4532, loss: 3.4532 2020-06-16 20:31:13,423 - mmaction - INFO - Epoch [5][380/3134] lr: 0.01000, eta: 2 days, 2:26:02, time: 0.592, data_time: 0.005, memory: 8339, top1_acc: 0.2594, top5_acc: 0.4844, loss_cls: 3.6358, loss: 3.6358 2020-06-16 20:31:25,289 - mmaction - INFO - Epoch [5][400/3134] lr: 0.01000, eta: 2 days, 2:25:46, time: 0.596, data_time: 0.005, memory: 8339, top1_acc: 0.2750, top5_acc: 0.4813, loss_cls: 3.5552, loss: 3.5552 2020-06-16 20:31:37,165 - mmaction - INFO - Epoch [5][420/3134] lr: 0.01000, eta: 2 days, 2:25:29, time: 0.592, data_time: 0.005, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5188, loss_cls: 3.5007, loss: 3.5007 2020-06-16 20:31:48,925 - mmaction - INFO - Epoch [5][440/3134] lr: 0.01000, eta: 2 days, 2:25:10, time: 0.591, data_time: 0.005, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5125, loss_cls: 3.5214, loss: 3.5214 2020-06-16 20:32:00,608 - mmaction - INFO - Epoch [5][460/3134] lr: 0.01000, eta: 2 days, 2:24:49, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5031, loss_cls: 3.5743, loss: 3.5743 2020-06-16 20:32:12,481 - mmaction - INFO - Epoch [5][480/3134] lr: 0.01000, eta: 2 days, 2:24:31, time: 0.591, data_time: 0.005, memory: 8339, top1_acc: 0.2687, top5_acc: 0.4344, loss_cls: 3.6600, loss: 3.6600 2020-06-16 20:32:24,240 - mmaction - INFO - Epoch [5][500/3134] lr: 0.01000, eta: 2 days, 2:24:12, time: 0.590, data_time: 0.005, memory: 8339, top1_acc: 0.2656, top5_acc: 0.5000, loss_cls: 3.6051, loss: 3.6051 2020-06-16 20:32:35,890 - mmaction - INFO - Epoch [5][520/3134] lr: 0.01000, eta: 2 days, 2:23:50, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.2562, top5_acc: 0.5062, loss_cls: 3.5612, loss: 3.5612 2020-06-16 20:32:47,717 - mmaction - INFO - Epoch [5][540/3134] lr: 0.01000, eta: 2 days, 2:23:31, time: 0.589, data_time: 0.005, memory: 8339, top1_acc: 0.2531, top5_acc: 0.4344, loss_cls: 3.7249, loss: 3.7249 2020-06-16 20:32:59,579 - mmaction - INFO - Epoch [5][560/3134] lr: 0.01000, eta: 2 days, 2:23:15, time: 0.595, data_time: 0.005, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5531, loss_cls: 3.3346, loss: 3.3346 2020-06-16 20:33:11,382 - mmaction - INFO - Epoch [5][580/3134] lr: 0.01000, eta: 2 days, 2:22:57, time: 0.590, data_time: 0.002, memory: 8339, top1_acc: 0.2500, top5_acc: 0.5094, loss_cls: 3.5322, loss: 3.5322 2020-06-16 20:33:23,113 - mmaction - INFO - Epoch [5][600/3134] lr: 0.01000, eta: 2 days, 2:22:36, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.2531, top5_acc: 0.4813, loss_cls: 3.6043, loss: 3.6043 2020-06-16 20:33:34,909 - mmaction - INFO - Epoch [5][620/3134] lr: 0.01000, eta: 2 days, 2:22:18, time: 0.591, data_time: 0.003, memory: 8339, top1_acc: 0.2500, top5_acc: 0.4969, loss_cls: 3.4547, loss: 3.4547 2020-06-16 20:33:46,625 - mmaction - INFO - Epoch [5][640/3134] lr: 0.01000, eta: 2 days, 2:21:58, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.2531, top5_acc: 0.4594, loss_cls: 3.6369, loss: 3.6369 2020-06-16 20:33:58,468 - mmaction - INFO - Epoch [5][660/3134] lr: 0.01000, eta: 2 days, 2:21:38, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5375, loss_cls: 3.3224, loss: 3.3224 2020-06-16 20:34:10,248 - mmaction - INFO - Epoch [5][680/3134] lr: 0.01000, eta: 2 days, 2:21:22, time: 0.594, data_time: 0.006, memory: 8339, top1_acc: 0.2719, top5_acc: 0.5156, loss_cls: 3.5408, loss: 3.5408 2020-06-16 20:34:21,934 - mmaction - INFO - Epoch [5][700/3134] lr: 0.01000, eta: 2 days, 2:21:00, time: 0.583, data_time: 0.000, memory: 8339, top1_acc: 0.2281, top5_acc: 0.4562, loss_cls: 3.6972, loss: 3.6972 2020-06-16 20:34:33,641 - mmaction - INFO - Epoch [5][720/3134] lr: 0.01000, eta: 2 days, 2:20:40, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5031, loss_cls: 3.5042, loss: 3.5042 2020-06-16 20:34:45,530 - mmaction - INFO - Epoch [5][740/3134] lr: 0.01000, eta: 2 days, 2:20:23, time: 0.593, data_time: 0.004, memory: 8339, top1_acc: 0.2344, top5_acc: 0.4938, loss_cls: 3.6096, loss: 3.6096 2020-06-16 20:34:57,332 - mmaction - INFO - Epoch [5][760/3134] lr: 0.01000, eta: 2 days, 2:20:05, time: 0.590, data_time: 0.003, memory: 8339, top1_acc: 0.2406, top5_acc: 0.4813, loss_cls: 3.6264, loss: 3.6264 2020-06-16 20:35:09,112 - mmaction - INFO - Epoch [5][780/3134] lr: 0.01000, eta: 2 days, 2:19:47, time: 0.591, data_time: 0.002, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5344, loss_cls: 3.5392, loss: 3.5392 2020-06-16 20:35:20,883 - mmaction - INFO - Epoch [5][800/3134] lr: 0.01000, eta: 2 days, 2:19:28, time: 0.588, data_time: 0.000, memory: 8339, top1_acc: 0.2062, top5_acc: 0.4406, loss_cls: 3.7922, loss: 3.7922 2020-06-16 20:35:32,645 - mmaction - INFO - Epoch [5][820/3134] lr: 0.01000, eta: 2 days, 2:19:08, time: 0.588, data_time: 0.001, memory: 8339, top1_acc: 0.2437, top5_acc: 0.4906, loss_cls: 3.4627, loss: 3.4627 2020-06-16 20:35:44,560 - mmaction - INFO - Epoch [5][840/3134] lr: 0.01000, eta: 2 days, 2:18:52, time: 0.594, data_time: 0.004, memory: 8339, top1_acc: 0.2750, top5_acc: 0.4938, loss_cls: 3.5399, loss: 3.5399 2020-06-16 20:35:56,429 - mmaction - INFO - Epoch [5][860/3134] lr: 0.01000, eta: 2 days, 2:18:36, time: 0.596, data_time: 0.004, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5312, loss_cls: 3.3419, loss: 3.3419 2020-06-16 20:36:08,280 - mmaction - INFO - Epoch [5][880/3134] lr: 0.01000, eta: 2 days, 2:18:18, time: 0.589, data_time: 0.004, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5219, loss_cls: 3.4818, loss: 3.4818 2020-06-16 20:36:20,056 - mmaction - INFO - Epoch [5][900/3134] lr: 0.01000, eta: 2 days, 2:18:01, time: 0.593, data_time: 0.006, memory: 8339, top1_acc: 0.2812, top5_acc: 0.4938, loss_cls: 3.5418, loss: 3.5418 2020-06-16 20:36:31,851 - mmaction - INFO - Epoch [5][920/3134] lr: 0.01000, eta: 2 days, 2:17:42, time: 0.589, data_time: 0.001, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5031, loss_cls: 3.5517, loss: 3.5517 2020-06-16 20:36:43,554 - mmaction - INFO - Epoch [5][940/3134] lr: 0.01000, eta: 2 days, 2:17:22, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.2406, top5_acc: 0.5031, loss_cls: 3.5472, loss: 3.5472 2020-06-16 20:36:55,399 - mmaction - INFO - Epoch [5][960/3134] lr: 0.01000, eta: 2 days, 2:17:05, time: 0.592, data_time: 0.001, memory: 8339, top1_acc: 0.2687, top5_acc: 0.4719, loss_cls: 3.6957, loss: 3.6957 2020-06-16 20:37:07,219 - mmaction - INFO - Epoch [5][980/3134] lr: 0.01000, eta: 2 days, 2:16:46, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5312, loss_cls: 3.3437, loss: 3.3437 2020-06-16 20:37:18,989 - mmaction - INFO - Epoch [5][1000/3134] lr: 0.01000, eta: 2 days, 2:16:28, time: 0.590, data_time: 0.005, memory: 8339, top1_acc: 0.2594, top5_acc: 0.5188, loss_cls: 3.4788, loss: 3.4788 2020-06-16 20:37:30,763 - mmaction - INFO - Epoch [5][1020/3134] lr: 0.01000, eta: 2 days, 2:16:10, time: 0.589, data_time: 0.001, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5469, loss_cls: 3.4015, loss: 3.4015 2020-06-16 20:37:42,539 - mmaction - INFO - Epoch [5][1040/3134] lr: 0.01000, eta: 2 days, 2:15:50, time: 0.586, data_time: 0.005, memory: 8339, top1_acc: 0.2500, top5_acc: 0.4625, loss_cls: 3.6651, loss: 3.6651 2020-06-16 20:37:54,355 - mmaction - INFO - Epoch [5][1060/3134] lr: 0.01000, eta: 2 days, 2:15:33, time: 0.593, data_time: 0.004, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5000, loss_cls: 3.5934, loss: 3.5934 2020-06-16 20:38:06,045 - mmaction - INFO - Epoch [5][1080/3134] lr: 0.01000, eta: 2 days, 2:15:13, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.2531, top5_acc: 0.4594, loss_cls: 3.7275, loss: 3.7275 2020-06-16 20:38:17,836 - mmaction - INFO - Epoch [5][1100/3134] lr: 0.01000, eta: 2 days, 2:14:54, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.2594, top5_acc: 0.4531, loss_cls: 3.6787, loss: 3.6787 2020-06-16 20:38:29,593 - mmaction - INFO - Epoch [5][1120/3134] lr: 0.01000, eta: 2 days, 2:14:36, time: 0.590, data_time: 0.003, memory: 8339, top1_acc: 0.2281, top5_acc: 0.4750, loss_cls: 3.5254, loss: 3.5254 2020-06-16 20:38:41,280 - mmaction - INFO - Epoch [5][1140/3134] lr: 0.01000, eta: 2 days, 2:14:15, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.2531, top5_acc: 0.5031, loss_cls: 3.5755, loss: 3.5755 2020-06-16 20:38:53,043 - mmaction - INFO - Epoch [5][1160/3134] lr: 0.01000, eta: 2 days, 2:13:57, time: 0.588, data_time: 0.001, memory: 8339, top1_acc: 0.2531, top5_acc: 0.4938, loss_cls: 3.5248, loss: 3.5248 2020-06-16 20:39:04,712 - mmaction - INFO - Epoch [5][1180/3134] lr: 0.01000, eta: 2 days, 2:13:36, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.2938, top5_acc: 0.4938, loss_cls: 3.5114, loss: 3.5114 2020-06-16 20:39:16,568 - mmaction - INFO - Epoch [5][1200/3134] lr: 0.01000, eta: 2 days, 2:13:18, time: 0.591, data_time: 0.004, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5156, loss_cls: 3.4032, loss: 3.4032 2020-06-16 20:39:28,379 - mmaction - INFO - Epoch [5][1220/3134] lr: 0.01000, eta: 2 days, 2:13:02, time: 0.593, data_time: 0.005, memory: 8339, top1_acc: 0.2188, top5_acc: 0.4750, loss_cls: 3.6745, loss: 3.6745 2020-06-16 20:39:40,047 - mmaction - INFO - Epoch [5][1240/3134] lr: 0.01000, eta: 2 days, 2:12:41, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.2531, top5_acc: 0.4969, loss_cls: 3.5095, loss: 3.5095 2020-06-16 20:39:51,945 - mmaction - INFO - Epoch [5][1260/3134] lr: 0.01000, eta: 2 days, 2:12:25, time: 0.595, data_time: 0.005, memory: 8339, top1_acc: 0.2750, top5_acc: 0.4938, loss_cls: 3.5599, loss: 3.5599 2020-06-16 20:40:03,778 - mmaction - INFO - Epoch [5][1280/3134] lr: 0.01000, eta: 2 days, 2:12:08, time: 0.593, data_time: 0.002, memory: 8339, top1_acc: 0.2406, top5_acc: 0.5000, loss_cls: 3.5724, loss: 3.5724 2020-06-16 20:40:15,445 - mmaction - INFO - Epoch [5][1300/3134] lr: 0.01000, eta: 2 days, 2:11:48, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.2313, top5_acc: 0.4625, loss_cls: 3.6613, loss: 3.6613 2020-06-16 20:40:27,112 - mmaction - INFO - Epoch [5][1320/3134] lr: 0.01000, eta: 2 days, 2:11:27, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.2344, top5_acc: 0.4625, loss_cls: 3.6618, loss: 3.6618 2020-06-16 20:40:38,817 - mmaction - INFO - Epoch [5][1340/3134] lr: 0.01000, eta: 2 days, 2:11:06, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.2719, top5_acc: 0.4688, loss_cls: 3.5770, loss: 3.5770 2020-06-16 20:40:50,682 - mmaction - INFO - Epoch [5][1360/3134] lr: 0.01000, eta: 2 days, 2:10:50, time: 0.592, data_time: 0.005, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5469, loss_cls: 3.3761, loss: 3.3761 2020-06-16 20:41:02,416 - mmaction - INFO - Epoch [5][1380/3134] lr: 0.01000, eta: 2 days, 2:10:32, time: 0.590, data_time: 0.004, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5031, loss_cls: 3.4813, loss: 3.4813 2020-06-16 20:41:14,175 - mmaction - INFO - Epoch [5][1400/3134] lr: 0.01000, eta: 2 days, 2:10:12, time: 0.587, data_time: 0.000, memory: 8339, top1_acc: 0.2687, top5_acc: 0.5031, loss_cls: 3.4572, loss: 3.4572 2020-06-16 20:41:26,027 - mmaction - INFO - Epoch [5][1420/3134] lr: 0.01000, eta: 2 days, 2:09:55, time: 0.590, data_time: 0.005, memory: 8339, top1_acc: 0.2406, top5_acc: 0.5094, loss_cls: 3.6685, loss: 3.6685 2020-06-16 20:41:37,791 - mmaction - INFO - Epoch [5][1440/3134] lr: 0.01000, eta: 2 days, 2:09:38, time: 0.591, data_time: 0.005, memory: 8339, top1_acc: 0.2719, top5_acc: 0.4875, loss_cls: 3.6033, loss: 3.6033 2020-06-16 20:41:49,510 - mmaction - INFO - Epoch [5][1460/3134] lr: 0.01000, eta: 2 days, 2:09:17, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.2469, top5_acc: 0.4938, loss_cls: 3.6118, loss: 3.6118 2020-06-16 20:42:01,253 - mmaction - INFO - Epoch [5][1480/3134] lr: 0.01000, eta: 2 days, 2:08:59, time: 0.589, data_time: 0.005, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5531, loss_cls: 3.4410, loss: 3.4410 2020-06-16 20:42:12,831 - mmaction - INFO - Epoch [5][1500/3134] lr: 0.01000, eta: 2 days, 2:08:37, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.2250, top5_acc: 0.4906, loss_cls: 3.6988, loss: 3.6988 2020-06-16 20:42:24,610 - mmaction - INFO - Epoch [5][1520/3134] lr: 0.01000, eta: 2 days, 2:08:18, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.2656, top5_acc: 0.5156, loss_cls: 3.4363, loss: 3.4363 2020-06-16 20:42:36,297 - mmaction - INFO - Epoch [5][1540/3134] lr: 0.01000, eta: 2 days, 2:07:59, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.2531, top5_acc: 0.4906, loss_cls: 3.5822, loss: 3.5822 2020-06-16 20:42:48,151 - mmaction - INFO - Epoch [5][1560/3134] lr: 0.01000, eta: 2 days, 2:07:41, time: 0.588, data_time: 0.005, memory: 8339, top1_acc: 0.2375, top5_acc: 0.5000, loss_cls: 3.5147, loss: 3.5147 2020-06-16 20:42:59,841 - mmaction - INFO - Epoch [5][1580/3134] lr: 0.01000, eta: 2 days, 2:07:22, time: 0.589, data_time: 0.007, memory: 8339, top1_acc: 0.2719, top5_acc: 0.4938, loss_cls: 3.6338, loss: 3.6338 2020-06-16 20:43:11,558 - mmaction - INFO - Epoch [5][1600/3134] lr: 0.01000, eta: 2 days, 2:07:04, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5500, loss_cls: 3.3644, loss: 3.3644 2020-06-16 20:43:23,326 - mmaction - INFO - Epoch [5][1620/3134] lr: 0.01000, eta: 2 days, 2:06:44, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5281, loss_cls: 3.5042, loss: 3.5042 2020-06-16 20:43:35,156 - mmaction - INFO - Epoch [5][1640/3134] lr: 0.01000, eta: 2 days, 2:06:28, time: 0.594, data_time: 0.004, memory: 8339, top1_acc: 0.2562, top5_acc: 0.4813, loss_cls: 3.5865, loss: 3.5865 2020-06-16 20:43:46,906 - mmaction - INFO - Epoch [5][1660/3134] lr: 0.01000, eta: 2 days, 2:06:10, time: 0.587, data_time: 0.001, memory: 8339, top1_acc: 0.2625, top5_acc: 0.4562, loss_cls: 3.6335, loss: 3.6335 2020-06-16 20:43:58,761 - mmaction - INFO - Epoch [5][1680/3134] lr: 0.01000, eta: 2 days, 2:05:53, time: 0.591, data_time: 0.005, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5312, loss_cls: 3.4835, loss: 3.4835 2020-06-16 20:44:10,605 - mmaction - INFO - Epoch [5][1700/3134] lr: 0.01000, eta: 2 days, 2:05:37, time: 0.595, data_time: 0.005, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5563, loss_cls: 3.3203, loss: 3.3203 2020-06-16 20:44:22,374 - mmaction - INFO - Epoch [5][1720/3134] lr: 0.01000, eta: 2 days, 2:05:19, time: 0.588, data_time: 0.000, memory: 8339, top1_acc: 0.2500, top5_acc: 0.4437, loss_cls: 3.7240, loss: 3.7240 2020-06-16 20:44:34,216 - mmaction - INFO - Epoch [5][1740/3134] lr: 0.01000, eta: 2 days, 2:05:01, time: 0.588, data_time: 0.005, memory: 8339, top1_acc: 0.2625, top5_acc: 0.4906, loss_cls: 3.5177, loss: 3.5177 2020-06-16 20:44:45,962 - mmaction - INFO - Epoch [5][1760/3134] lr: 0.01000, eta: 2 days, 2:04:44, time: 0.591, data_time: 0.006, memory: 8339, top1_acc: 0.2250, top5_acc: 0.5250, loss_cls: 3.4588, loss: 3.4588 2020-06-16 20:44:57,615 - mmaction - INFO - Epoch [5][1780/3134] lr: 0.01000, eta: 2 days, 2:04:23, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.2719, top5_acc: 0.5062, loss_cls: 3.5402, loss: 3.5402 2020-06-16 20:45:09,557 - mmaction - INFO - Epoch [5][1800/3134] lr: 0.01000, eta: 2 days, 2:04:08, time: 0.596, data_time: 0.005, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5531, loss_cls: 3.4079, loss: 3.4079 2020-06-16 20:45:21,346 - mmaction - INFO - Epoch [5][1820/3134] lr: 0.01000, eta: 2 days, 2:03:51, time: 0.591, data_time: 0.003, memory: 8339, top1_acc: 0.2594, top5_acc: 0.5062, loss_cls: 3.6707, loss: 3.6707 2020-06-16 20:45:33,089 - mmaction - INFO - Epoch [5][1840/3134] lr: 0.01000, eta: 2 days, 2:03:33, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.2656, top5_acc: 0.5125, loss_cls: 3.5459, loss: 3.5459 2020-06-16 20:45:44,936 - mmaction - INFO - Epoch [5][1860/3134] lr: 0.01000, eta: 2 days, 2:03:16, time: 0.592, data_time: 0.005, memory: 8339, top1_acc: 0.2812, top5_acc: 0.4844, loss_cls: 3.6046, loss: 3.6046 2020-06-16 20:45:56,743 - mmaction - INFO - Epoch [5][1880/3134] lr: 0.01000, eta: 2 days, 2:02:59, time: 0.590, data_time: 0.006, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5469, loss_cls: 3.3053, loss: 3.3053 2020-06-16 20:46:08,520 - mmaction - INFO - Epoch [5][1900/3134] lr: 0.01000, eta: 2 days, 2:02:41, time: 0.589, data_time: 0.004, memory: 8339, top1_acc: 0.2281, top5_acc: 0.4750, loss_cls: 3.6927, loss: 3.6927 2020-06-16 20:46:20,333 - mmaction - INFO - Epoch [5][1920/3134] lr: 0.01000, eta: 2 days, 2:02:24, time: 0.591, data_time: 0.002, memory: 8339, top1_acc: 0.2531, top5_acc: 0.5281, loss_cls: 3.5721, loss: 3.5721 2020-06-16 20:46:32,181 - mmaction - INFO - Epoch [5][1940/3134] lr: 0.01000, eta: 2 days, 2:02:07, time: 0.591, data_time: 0.004, memory: 8339, top1_acc: 0.2719, top5_acc: 0.4969, loss_cls: 3.4930, loss: 3.4930 2020-06-16 20:46:43,921 - mmaction - INFO - Epoch [5][1960/3134] lr: 0.01000, eta: 2 days, 2:01:50, time: 0.589, data_time: 0.004, memory: 8339, top1_acc: 0.2219, top5_acc: 0.4719, loss_cls: 3.6456, loss: 3.6456 2020-06-16 20:46:55,574 - mmaction - INFO - Epoch [5][1980/3134] lr: 0.01000, eta: 2 days, 2:01:29, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5062, loss_cls: 3.5040, loss: 3.5040 2020-06-16 20:47:07,323 - mmaction - INFO - Epoch [5][2000/3134] lr: 0.01000, eta: 2 days, 2:01:11, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.2437, top5_acc: 0.4531, loss_cls: 3.6113, loss: 3.6113 2020-06-16 20:47:19,145 - mmaction - INFO - Epoch [5][2020/3134] lr: 0.01000, eta: 2 days, 2:00:54, time: 0.591, data_time: 0.004, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5281, loss_cls: 3.5094, loss: 3.5094 2020-06-16 20:47:31,036 - mmaction - INFO - Epoch [5][2040/3134] lr: 0.01000, eta: 2 days, 2:00:39, time: 0.595, data_time: 0.003, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5344, loss_cls: 3.2565, loss: 3.2565 2020-06-16 20:47:42,760 - mmaction - INFO - Epoch [5][2060/3134] lr: 0.01000, eta: 2 days, 2:00:20, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.2687, top5_acc: 0.4844, loss_cls: 3.5328, loss: 3.5328 2020-06-16 20:47:54,457 - mmaction - INFO - Epoch [5][2080/3134] lr: 0.01000, eta: 2 days, 2:00:01, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.3000, top5_acc: 0.4969, loss_cls: 3.4792, loss: 3.4792 2020-06-16 20:48:06,180 - mmaction - INFO - Epoch [5][2100/3134] lr: 0.01000, eta: 2 days, 1:59:42, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.2594, top5_acc: 0.4781, loss_cls: 3.5531, loss: 3.5531 2020-06-16 20:48:17,878 - mmaction - INFO - Epoch [5][2120/3134] lr: 0.01000, eta: 2 days, 1:59:23, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.2687, top5_acc: 0.4938, loss_cls: 3.5157, loss: 3.5157 2020-06-16 20:48:29,561 - mmaction - INFO - Epoch [5][2140/3134] lr: 0.01000, eta: 2 days, 1:59:04, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5219, loss_cls: 3.3698, loss: 3.3698 2020-06-16 20:48:41,438 - mmaction - INFO - Epoch [5][2160/3134] lr: 0.01000, eta: 2 days, 1:58:47, time: 0.591, data_time: 0.004, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5281, loss_cls: 3.4327, loss: 3.4327 2020-06-16 20:48:53,153 - mmaction - INFO - Epoch [5][2180/3134] lr: 0.01000, eta: 2 days, 1:58:29, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.2594, top5_acc: 0.4906, loss_cls: 3.4695, loss: 3.4695 2020-06-16 20:49:04,926 - mmaction - INFO - Epoch [5][2200/3134] lr: 0.01000, eta: 2 days, 1:58:12, time: 0.589, data_time: 0.002, memory: 8339, top1_acc: 0.2531, top5_acc: 0.4750, loss_cls: 3.4890, loss: 3.4890 2020-06-16 20:49:16,598 - mmaction - INFO - Epoch [5][2220/3134] lr: 0.01000, eta: 2 days, 1:57:52, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.2594, top5_acc: 0.5437, loss_cls: 3.3568, loss: 3.3568 2020-06-16 20:49:28,322 - mmaction - INFO - Epoch [5][2240/3134] lr: 0.01000, eta: 2 days, 1:57:34, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.2594, top5_acc: 0.5406, loss_cls: 3.3383, loss: 3.3383 2020-06-16 20:49:40,113 - mmaction - INFO - Epoch [5][2260/3134] lr: 0.01000, eta: 2 days, 1:57:16, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.2594, top5_acc: 0.5156, loss_cls: 3.6006, loss: 3.6006 2020-06-16 20:49:51,894 - mmaction - INFO - Epoch [5][2280/3134] lr: 0.01000, eta: 2 days, 1:56:59, time: 0.590, data_time: 0.003, memory: 8339, top1_acc: 0.2625, top5_acc: 0.4969, loss_cls: 3.5443, loss: 3.5443 2020-06-16 20:50:03,650 - mmaction - INFO - Epoch [5][2300/3134] lr: 0.01000, eta: 2 days, 1:56:41, time: 0.588, data_time: 0.002, memory: 8339, top1_acc: 0.2406, top5_acc: 0.4875, loss_cls: 3.5455, loss: 3.5455 2020-06-16 20:50:15,562 - mmaction - INFO - Epoch [5][2320/3134] lr: 0.01000, eta: 2 days, 1:56:25, time: 0.592, data_time: 0.005, memory: 8339, top1_acc: 0.2687, top5_acc: 0.5188, loss_cls: 3.5364, loss: 3.5364 2020-06-16 20:50:27,407 - mmaction - INFO - Epoch [5][2340/3134] lr: 0.01000, eta: 2 days, 1:56:10, time: 0.596, data_time: 0.006, memory: 8339, top1_acc: 0.2437, top5_acc: 0.4688, loss_cls: 3.8226, loss: 3.8226 2020-06-16 20:50:39,238 - mmaction - INFO - Epoch [5][2360/3134] lr: 0.01000, eta: 2 days, 1:55:54, time: 0.592, data_time: 0.001, memory: 8339, top1_acc: 0.2687, top5_acc: 0.5437, loss_cls: 3.5065, loss: 3.5065 2020-06-16 20:50:50,985 - mmaction - INFO - Epoch [5][2380/3134] lr: 0.01000, eta: 2 days, 1:55:36, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5250, loss_cls: 3.4323, loss: 3.4323 2020-06-16 20:51:02,912 - mmaction - INFO - Epoch [5][2400/3134] lr: 0.01000, eta: 2 days, 1:55:20, time: 0.594, data_time: 0.006, memory: 8339, top1_acc: 0.2625, top5_acc: 0.4688, loss_cls: 3.6373, loss: 3.6373 2020-06-16 20:51:14,856 - mmaction - INFO - Epoch [5][2420/3134] lr: 0.01000, eta: 2 days, 1:55:08, time: 0.601, data_time: 0.005, memory: 8339, top1_acc: 0.2375, top5_acc: 0.4969, loss_cls: 3.6441, loss: 3.6441 2020-06-16 20:51:26,616 - mmaction - INFO - Epoch [5][2440/3134] lr: 0.01000, eta: 2 days, 1:54:50, time: 0.589, data_time: 0.002, memory: 8339, top1_acc: 0.2687, top5_acc: 0.4875, loss_cls: 3.7070, loss: 3.7070 2020-06-16 20:51:38,699 - mmaction - INFO - Epoch [5][2460/3134] lr: 0.01000, eta: 2 days, 1:54:37, time: 0.600, data_time: 0.004, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5312, loss_cls: 3.4030, loss: 3.4030 2020-06-16 20:51:50,470 - mmaction - INFO - Epoch [5][2480/3134] lr: 0.01000, eta: 2 days, 1:54:21, time: 0.592, data_time: 0.006, memory: 8339, top1_acc: 0.2719, top5_acc: 0.5125, loss_cls: 3.4218, loss: 3.4218 2020-06-16 20:52:02,174 - mmaction - INFO - Epoch [5][2500/3134] lr: 0.01000, eta: 2 days, 1:54:02, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.2406, top5_acc: 0.4781, loss_cls: 3.6860, loss: 3.6860 2020-06-16 20:52:37,346 - mmaction - INFO - Epoch [5][2520/3134] lr: 0.01000, eta: 2 days, 2:01:28, time: 1.757, data_time: 0.002, memory: 8339, top1_acc: 0.2375, top5_acc: 0.4813, loss_cls: 3.5448, loss: 3.5448 2020-06-16 20:52:49,033 - mmaction - INFO - Epoch [5][2540/3134] lr: 0.01000, eta: 2 days, 2:01:09, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.2656, top5_acc: 0.4781, loss_cls: 3.5169, loss: 3.5169 2020-06-16 20:53:00,782 - mmaction - INFO - Epoch [5][2560/3134] lr: 0.01000, eta: 2 days, 2:00:51, time: 0.587, data_time: 0.001, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5375, loss_cls: 3.4235, loss: 3.4235 2020-06-16 20:53:12,639 - mmaction - INFO - Epoch [5][2580/3134] lr: 0.01000, eta: 2 days, 2:00:34, time: 0.591, data_time: 0.004, memory: 8339, top1_acc: 0.2250, top5_acc: 0.4938, loss_cls: 3.6103, loss: 3.6103 2020-06-16 20:53:24,308 - mmaction - INFO - Epoch [5][2600/3134] lr: 0.01000, eta: 2 days, 2:00:14, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.2562, top5_acc: 0.5094, loss_cls: 3.5036, loss: 3.5036 2020-06-16 20:53:36,071 - mmaction - INFO - Epoch [5][2620/3134] lr: 0.01000, eta: 2 days, 1:59:56, time: 0.588, data_time: 0.001, memory: 8339, top1_acc: 0.2437, top5_acc: 0.4875, loss_cls: 3.5144, loss: 3.5144 2020-06-16 20:53:47,932 - mmaction - INFO - Epoch [5][2640/3134] lr: 0.01000, eta: 2 days, 1:59:40, time: 0.593, data_time: 0.004, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5250, loss_cls: 3.4051, loss: 3.4051 2020-06-16 20:53:59,735 - mmaction - INFO - Epoch [5][2660/3134] lr: 0.01000, eta: 2 days, 1:59:22, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.2562, top5_acc: 0.4969, loss_cls: 3.5571, loss: 3.5571 2020-06-16 20:54:11,581 - mmaction - INFO - Epoch [5][2680/3134] lr: 0.01000, eta: 2 days, 1:59:06, time: 0.595, data_time: 0.004, memory: 8339, top1_acc: 0.2687, top5_acc: 0.5219, loss_cls: 3.5993, loss: 3.5993 2020-06-16 20:54:23,436 - mmaction - INFO - Epoch [5][2700/3134] lr: 0.01000, eta: 2 days, 1:58:50, time: 0.592, data_time: 0.001, memory: 8339, top1_acc: 0.2719, top5_acc: 0.4781, loss_cls: 3.5809, loss: 3.5809 2020-06-16 20:54:35,213 - mmaction - INFO - Epoch [5][2720/3134] lr: 0.01000, eta: 2 days, 1:58:31, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.2594, top5_acc: 0.5000, loss_cls: 3.5511, loss: 3.5511 2020-06-16 20:54:46,903 - mmaction - INFO - Epoch [5][2740/3134] lr: 0.01000, eta: 2 days, 1:58:12, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.2313, top5_acc: 0.4875, loss_cls: 3.5429, loss: 3.5429 2020-06-16 20:54:58,583 - mmaction - INFO - Epoch [5][2760/3134] lr: 0.01000, eta: 2 days, 1:57:53, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5344, loss_cls: 3.4913, loss: 3.4913 2020-06-16 20:55:10,424 - mmaction - INFO - Epoch [5][2780/3134] lr: 0.01000, eta: 2 days, 1:57:35, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5125, loss_cls: 3.5484, loss: 3.5484 2020-06-16 20:55:22,107 - mmaction - INFO - Epoch [5][2800/3134] lr: 0.01000, eta: 2 days, 1:57:17, time: 0.587, data_time: 0.005, memory: 8339, top1_acc: 0.2531, top5_acc: 0.5000, loss_cls: 3.5953, loss: 3.5953 2020-06-16 20:55:33,952 - mmaction - INFO - Epoch [5][2820/3134] lr: 0.01000, eta: 2 days, 1:57:00, time: 0.590, data_time: 0.005, memory: 8339, top1_acc: 0.2531, top5_acc: 0.4938, loss_cls: 3.5757, loss: 3.5757 2020-06-16 20:55:45,649 - mmaction - INFO - Epoch [5][2840/3134] lr: 0.01000, eta: 2 days, 1:56:42, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.2750, top5_acc: 0.4969, loss_cls: 3.5380, loss: 3.5380 2020-06-16 20:55:57,514 - mmaction - INFO - Epoch [5][2860/3134] lr: 0.01000, eta: 2 days, 1:56:24, time: 0.588, data_time: 0.001, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5219, loss_cls: 3.3455, loss: 3.3455 2020-06-16 20:56:09,264 - mmaction - INFO - Epoch [5][2880/3134] lr: 0.01000, eta: 2 days, 1:56:08, time: 0.593, data_time: 0.007, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5281, loss_cls: 3.4114, loss: 3.4114 2020-06-16 20:56:20,923 - mmaction - INFO - Epoch [5][2900/3134] lr: 0.01000, eta: 2 days, 1:55:47, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5219, loss_cls: 3.3271, loss: 3.3271 2020-06-16 20:56:32,827 - mmaction - INFO - Epoch [5][2920/3134] lr: 0.01000, eta: 2 days, 1:55:30, time: 0.590, data_time: 0.005, memory: 8339, top1_acc: 0.2719, top5_acc: 0.5125, loss_cls: 3.5085, loss: 3.5085 2020-06-16 20:56:44,566 - mmaction - INFO - Epoch [5][2940/3134] lr: 0.01000, eta: 2 days, 1:55:14, time: 0.592, data_time: 0.007, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5719, loss_cls: 3.2767, loss: 3.2767 2020-06-16 20:56:56,256 - mmaction - INFO - Epoch [5][2960/3134] lr: 0.01000, eta: 2 days, 1:54:55, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.2531, top5_acc: 0.5031, loss_cls: 3.5556, loss: 3.5556 2020-06-16 20:57:08,188 - mmaction - INFO - Epoch [5][2980/3134] lr: 0.01000, eta: 2 days, 1:54:40, time: 0.595, data_time: 0.002, memory: 8339, top1_acc: 0.2500, top5_acc: 0.4437, loss_cls: 3.6408, loss: 3.6408 2020-06-16 20:57:19,963 - mmaction - INFO - Epoch [5][3000/3134] lr: 0.01000, eta: 2 days, 1:54:22, time: 0.590, data_time: 0.003, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5062, loss_cls: 3.4796, loss: 3.4796 2020-06-16 20:57:31,806 - mmaction - INFO - Epoch [5][3020/3134] lr: 0.01000, eta: 2 days, 1:54:04, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.2625, top5_acc: 0.4906, loss_cls: 3.5689, loss: 3.5689 2020-06-16 20:57:43,507 - mmaction - INFO - Epoch [5][3040/3134] lr: 0.01000, eta: 2 days, 1:53:47, time: 0.590, data_time: 0.007, memory: 8339, top1_acc: 0.2313, top5_acc: 0.5156, loss_cls: 3.5741, loss: 3.5741 2020-06-16 20:57:55,210 - mmaction - INFO - Epoch [5][3060/3134] lr: 0.01000, eta: 2 days, 1:53:28, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.2781, top5_acc: 0.4781, loss_cls: 3.6797, loss: 3.6797 2020-06-16 20:58:07,022 - mmaction - INFO - Epoch [5][3080/3134] lr: 0.01000, eta: 2 days, 1:53:11, time: 0.589, data_time: 0.004, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5094, loss_cls: 3.4795, loss: 3.4795 2020-06-16 20:58:18,759 - mmaction - INFO - Epoch [5][3100/3134] lr: 0.01000, eta: 2 days, 1:52:53, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5031, loss_cls: 3.5462, loss: 3.5462 2020-06-16 20:58:30,499 - mmaction - INFO - Epoch [5][3120/3134] lr: 0.01000, eta: 2 days, 1:52:35, time: 0.588, data_time: 0.002, memory: 8339, top1_acc: 0.2406, top5_acc: 0.4781, loss_cls: 3.5933, loss: 3.5933 2020-06-16 20:59:39,286 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-16 20:59:40,542 - mmaction - INFO - top1_acc 0.2055 top5_acc 0.4330 2020-06-16 20:59:40,559 - mmaction - INFO - Epoch [5][3134/3134] lr: 0.01000, top1_acc: 0.2055, top5_acc: 0.4330 2020-06-16 20:59:57,030 - mmaction - INFO - Epoch [6][20/3134] lr: 0.01000, eta: 2 days, 1:50:57, time: 0.821, data_time: 0.245, memory: 8339, top1_acc: 0.2594, top5_acc: 0.5344, loss_cls: 3.3969, loss: 3.3969 2020-06-16 21:00:10,166 - mmaction - INFO - Epoch [6][40/3134] lr: 0.01000, eta: 2 days, 1:51:02, time: 0.646, data_time: 0.001, memory: 8339, top1_acc: 0.2719, top5_acc: 0.5625, loss_cls: 3.3318, loss: 3.3318 2020-06-16 21:00:22,157 - mmaction - INFO - Epoch [6][60/3134] lr: 0.01000, eta: 2 days, 1:50:52, time: 0.609, data_time: 0.026, memory: 8339, top1_acc: 0.2656, top5_acc: 0.5281, loss_cls: 3.4965, loss: 3.4965 2020-06-16 21:00:33,757 - mmaction - INFO - Epoch [6][80/3134] lr: 0.01000, eta: 2 days, 1:50:31, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5563, loss_cls: 3.2547, loss: 3.2547 2020-06-16 21:00:45,639 - mmaction - INFO - Epoch [6][100/3134] lr: 0.01000, eta: 2 days, 1:50:16, time: 0.593, data_time: 0.002, memory: 8339, top1_acc: 0.2656, top5_acc: 0.4906, loss_cls: 3.5777, loss: 3.5777 2020-06-16 21:00:57,815 - mmaction - INFO - Epoch [6][120/3134] lr: 0.01000, eta: 2 days, 1:50:06, time: 0.610, data_time: 0.002, memory: 8339, top1_acc: 0.2875, top5_acc: 0.4594, loss_cls: 3.5015, loss: 3.5015 2020-06-16 21:01:09,507 - mmaction - INFO - Epoch [6][140/3134] lr: 0.01000, eta: 2 days, 1:49:47, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5281, loss_cls: 3.4332, loss: 3.4332 2020-06-16 21:01:21,217 - mmaction - INFO - Epoch [6][160/3134] lr: 0.01000, eta: 2 days, 1:49:29, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.2500, top5_acc: 0.5000, loss_cls: 3.5435, loss: 3.5435 2020-06-16 21:01:32,830 - mmaction - INFO - Epoch [6][180/3134] lr: 0.01000, eta: 2 days, 1:49:08, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5500, loss_cls: 3.3637, loss: 3.3637 2020-06-16 21:01:44,528 - mmaction - INFO - Epoch [6][200/3134] lr: 0.01000, eta: 2 days, 1:48:49, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5312, loss_cls: 3.4354, loss: 3.4354 2020-06-16 21:01:56,233 - mmaction - INFO - Epoch [6][220/3134] lr: 0.01000, eta: 2 days, 1:48:31, time: 0.589, data_time: 0.005, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5687, loss_cls: 3.4048, loss: 3.4048 2020-06-16 21:02:07,908 - mmaction - INFO - Epoch [6][240/3134] lr: 0.01000, eta: 2 days, 1:48:12, time: 0.583, data_time: 0.000, memory: 8339, top1_acc: 0.2594, top5_acc: 0.4406, loss_cls: 3.6194, loss: 3.6194 2020-06-16 21:02:19,596 - mmaction - INFO - Epoch [6][260/3134] lr: 0.01000, eta: 2 days, 1:47:52, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.2687, top5_acc: 0.4875, loss_cls: 3.4670, loss: 3.4670 2020-06-16 21:02:31,279 - mmaction - INFO - Epoch [6][280/3134] lr: 0.01000, eta: 2 days, 1:47:34, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.2469, top5_acc: 0.5281, loss_cls: 3.5108, loss: 3.5108 2020-06-16 21:02:42,800 - mmaction - INFO - Epoch [6][300/3134] lr: 0.01000, eta: 2 days, 1:47:12, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.2719, top5_acc: 0.5031, loss_cls: 3.4606, loss: 3.4606 2020-06-16 21:02:54,588 - mmaction - INFO - Epoch [6][320/3134] lr: 0.01000, eta: 2 days, 1:46:55, time: 0.589, data_time: 0.005, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5437, loss_cls: 3.2708, loss: 3.2708 2020-06-16 21:03:06,272 - mmaction - INFO - Epoch [6][340/3134] lr: 0.01000, eta: 2 days, 1:46:36, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5469, loss_cls: 3.3182, loss: 3.3182 2020-06-16 21:03:18,120 - mmaction - INFO - Epoch [6][360/3134] lr: 0.01000, eta: 2 days, 1:46:19, time: 0.590, data_time: 0.005, memory: 8339, top1_acc: 0.2406, top5_acc: 0.5000, loss_cls: 3.5315, loss: 3.5315 2020-06-16 21:03:29,724 - mmaction - INFO - Epoch [6][380/3134] lr: 0.01000, eta: 2 days, 1:46:00, time: 0.584, data_time: 0.005, memory: 8339, top1_acc: 0.2500, top5_acc: 0.5000, loss_cls: 3.5921, loss: 3.5921 2020-06-16 21:03:41,344 - mmaction - INFO - Epoch [6][400/3134] lr: 0.01000, eta: 2 days, 1:45:40, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.2625, top5_acc: 0.5250, loss_cls: 3.5118, loss: 3.5118 2020-06-16 21:03:53,015 - mmaction - INFO - Epoch [6][420/3134] lr: 0.01000, eta: 2 days, 1:45:21, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.2219, top5_acc: 0.4719, loss_cls: 3.5857, loss: 3.5857 2020-06-16 21:04:04,550 - mmaction - INFO - Epoch [6][440/3134] lr: 0.01000, eta: 2 days, 1:45:00, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.2750, top5_acc: 0.4969, loss_cls: 3.5417, loss: 3.5417 2020-06-16 21:04:16,279 - mmaction - INFO - Epoch [6][460/3134] lr: 0.01000, eta: 2 days, 1:44:41, time: 0.585, data_time: 0.000, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5594, loss_cls: 3.3725, loss: 3.3725 2020-06-16 21:04:28,126 - mmaction - INFO - Epoch [6][480/3134] lr: 0.01000, eta: 2 days, 1:44:25, time: 0.590, data_time: 0.004, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5312, loss_cls: 3.2614, loss: 3.2614 2020-06-16 21:04:39,826 - mmaction - INFO - Epoch [6][500/3134] lr: 0.01000, eta: 2 days, 1:44:07, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.2562, top5_acc: 0.5281, loss_cls: 3.4703, loss: 3.4703 2020-06-16 21:04:51,547 - mmaction - INFO - Epoch [6][520/3134] lr: 0.01000, eta: 2 days, 1:43:49, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.2281, top5_acc: 0.5031, loss_cls: 3.6288, loss: 3.6288 2020-06-16 21:05:03,326 - mmaction - INFO - Epoch [6][540/3134] lr: 0.01000, eta: 2 days, 1:43:32, time: 0.588, data_time: 0.005, memory: 8339, top1_acc: 0.2594, top5_acc: 0.4969, loss_cls: 3.5299, loss: 3.5299 2020-06-16 21:05:14,959 - mmaction - INFO - Epoch [6][560/3134] lr: 0.01000, eta: 2 days, 1:43:13, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5437, loss_cls: 3.3582, loss: 3.3582 2020-06-16 21:05:26,616 - mmaction - INFO - Epoch [6][580/3134] lr: 0.01000, eta: 2 days, 1:42:54, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.2344, top5_acc: 0.4906, loss_cls: 3.5962, loss: 3.5962 2020-06-16 21:05:38,343 - mmaction - INFO - Epoch [6][600/3134] lr: 0.01000, eta: 2 days, 1:42:36, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.2656, top5_acc: 0.5188, loss_cls: 3.4054, loss: 3.4054 2020-06-16 21:05:49,995 - mmaction - INFO - Epoch [6][620/3134] lr: 0.01000, eta: 2 days, 1:42:16, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5563, loss_cls: 3.3384, loss: 3.3384 2020-06-16 21:06:01,581 - mmaction - INFO - Epoch [6][640/3134] lr: 0.01000, eta: 2 days, 1:41:56, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.2687, top5_acc: 0.4656, loss_cls: 3.6518, loss: 3.6518 2020-06-16 21:06:13,329 - mmaction - INFO - Epoch [6][660/3134] lr: 0.01000, eta: 2 days, 1:41:37, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.2906, top5_acc: 0.4906, loss_cls: 3.6053, loss: 3.6053 2020-06-16 21:06:24,956 - mmaction - INFO - Epoch [6][680/3134] lr: 0.01000, eta: 2 days, 1:41:19, time: 0.586, data_time: 0.006, memory: 8339, top1_acc: 0.2781, top5_acc: 0.4969, loss_cls: 3.5641, loss: 3.5641 2020-06-16 21:06:36,665 - mmaction - INFO - Epoch [6][700/3134] lr: 0.01000, eta: 2 days, 1:41:01, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.2719, top5_acc: 0.5656, loss_cls: 3.3798, loss: 3.3798 2020-06-16 21:06:48,372 - mmaction - INFO - Epoch [6][720/3134] lr: 0.01000, eta: 2 days, 1:40:41, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.2750, top5_acc: 0.4938, loss_cls: 3.4926, loss: 3.4926 2020-06-16 21:07:00,012 - mmaction - INFO - Epoch [6][740/3134] lr: 0.01000, eta: 2 days, 1:40:23, time: 0.586, data_time: 0.006, memory: 8339, top1_acc: 0.2500, top5_acc: 0.4875, loss_cls: 3.6477, loss: 3.6477 2020-06-16 21:07:11,643 - mmaction - INFO - Epoch [6][760/3134] lr: 0.01000, eta: 2 days, 1:40:04, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.2219, top5_acc: 0.4281, loss_cls: 3.8566, loss: 3.8566 2020-06-16 21:07:23,363 - mmaction - INFO - Epoch [6][780/3134] lr: 0.01000, eta: 2 days, 1:39:45, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5188, loss_cls: 3.4214, loss: 3.4214 2020-06-16 21:07:35,077 - mmaction - INFO - Epoch [6][800/3134] lr: 0.01000, eta: 2 days, 1:39:28, time: 0.589, data_time: 0.004, memory: 8339, top1_acc: 0.2375, top5_acc: 0.5219, loss_cls: 3.6230, loss: 3.6230 2020-06-16 21:07:46,736 - mmaction - INFO - Epoch [6][820/3134] lr: 0.01000, eta: 2 days, 1:39:09, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5156, loss_cls: 3.4921, loss: 3.4921 2020-06-16 21:07:58,303 - mmaction - INFO - Epoch [6][840/3134] lr: 0.01000, eta: 2 days, 1:38:48, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5156, loss_cls: 3.4976, loss: 3.4976 2020-06-16 21:08:09,882 - mmaction - INFO - Epoch [6][860/3134] lr: 0.01000, eta: 2 days, 1:38:28, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.2500, top5_acc: 0.4844, loss_cls: 3.5162, loss: 3.5162 2020-06-16 21:08:21,729 - mmaction - INFO - Epoch [6][880/3134] lr: 0.01000, eta: 2 days, 1:38:12, time: 0.589, data_time: 0.003, memory: 8339, top1_acc: 0.2719, top5_acc: 0.5125, loss_cls: 3.4147, loss: 3.4147 2020-06-16 21:08:33,324 - mmaction - INFO - Epoch [6][900/3134] lr: 0.01000, eta: 2 days, 1:37:52, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5125, loss_cls: 3.3476, loss: 3.3476 2020-06-16 21:08:45,008 - mmaction - INFO - Epoch [6][920/3134] lr: 0.01000, eta: 2 days, 1:37:34, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5469, loss_cls: 3.3603, loss: 3.3603 2020-06-16 21:08:56,775 - mmaction - INFO - Epoch [6][940/3134] lr: 0.01000, eta: 2 days, 1:37:16, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.2562, top5_acc: 0.4594, loss_cls: 3.6879, loss: 3.6879 2020-06-16 21:09:08,423 - mmaction - INFO - Epoch [6][960/3134] lr: 0.01000, eta: 2 days, 1:36:58, time: 0.586, data_time: 0.007, memory: 8339, top1_acc: 0.2188, top5_acc: 0.4531, loss_cls: 3.7068, loss: 3.7068 2020-06-16 21:09:20,002 - mmaction - INFO - Epoch [6][980/3134] lr: 0.01000, eta: 2 days, 1:36:38, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5312, loss_cls: 3.4590, loss: 3.4590 2020-06-16 21:09:36,119 - mmaction - INFO - Epoch [6][1000/3134] lr: 0.01000, eta: 2 days, 1:37:38, time: 0.802, data_time: 0.004, memory: 8339, top1_acc: 0.2594, top5_acc: 0.4656, loss_cls: 3.6108, loss: 3.6108 2020-06-16 21:09:47,805 - mmaction - INFO - Epoch [6][1020/3134] lr: 0.01000, eta: 2 days, 1:37:21, time: 0.588, data_time: 0.005, memory: 8339, top1_acc: 0.2531, top5_acc: 0.5375, loss_cls: 3.4308, loss: 3.4308 2020-06-16 21:09:59,391 - mmaction - INFO - Epoch [6][1040/3134] lr: 0.01000, eta: 2 days, 1:37:00, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5344, loss_cls: 3.4311, loss: 3.4311 2020-06-16 21:10:11,245 - mmaction - INFO - Epoch [6][1060/3134] lr: 0.01000, eta: 2 days, 1:36:43, time: 0.588, data_time: 0.005, memory: 8339, top1_acc: 0.2687, top5_acc: 0.5188, loss_cls: 3.4593, loss: 3.4593 2020-06-16 21:10:22,891 - mmaction - INFO - Epoch [6][1080/3134] lr: 0.01000, eta: 2 days, 1:36:26, time: 0.585, data_time: 0.006, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5312, loss_cls: 3.2858, loss: 3.2858 2020-06-16 21:10:34,449 - mmaction - INFO - Epoch [6][1100/3134] lr: 0.01000, eta: 2 days, 1:36:05, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5000, loss_cls: 3.4490, loss: 3.4490 2020-06-16 21:10:46,178 - mmaction - INFO - Epoch [6][1120/3134] lr: 0.01000, eta: 2 days, 1:35:48, time: 0.586, data_time: 0.005, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5000, loss_cls: 3.6681, loss: 3.6681 2020-06-16 21:10:57,966 - mmaction - INFO - Epoch [6][1140/3134] lr: 0.01000, eta: 2 days, 1:35:30, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.2906, top5_acc: 0.4969, loss_cls: 3.4383, loss: 3.4383 2020-06-16 21:11:09,543 - mmaction - INFO - Epoch [6][1160/3134] lr: 0.01000, eta: 2 days, 1:35:11, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5188, loss_cls: 3.4554, loss: 3.4554 2020-06-16 21:11:21,179 - mmaction - INFO - Epoch [6][1180/3134] lr: 0.01000, eta: 2 days, 1:34:52, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5406, loss_cls: 3.4028, loss: 3.4028 2020-06-16 21:11:32,791 - mmaction - INFO - Epoch [6][1200/3134] lr: 0.01000, eta: 2 days, 1:34:32, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.2375, top5_acc: 0.4969, loss_cls: 3.5728, loss: 3.5728 2020-06-16 21:11:44,439 - mmaction - INFO - Epoch [6][1220/3134] lr: 0.01000, eta: 2 days, 1:34:13, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.2500, top5_acc: 0.4719, loss_cls: 3.7170, loss: 3.7170 2020-06-16 21:11:56,022 - mmaction - INFO - Epoch [6][1240/3134] lr: 0.01000, eta: 2 days, 1:33:53, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.2406, top5_acc: 0.4781, loss_cls: 3.5907, loss: 3.5907 2020-06-16 21:12:07,752 - mmaction - INFO - Epoch [6][1260/3134] lr: 0.01000, eta: 2 days, 1:33:36, time: 0.588, data_time: 0.005, memory: 8339, top1_acc: 0.2344, top5_acc: 0.4469, loss_cls: 3.7035, loss: 3.7035 2020-06-16 21:12:19,800 - mmaction - INFO - Epoch [6][1280/3134] lr: 0.01000, eta: 2 days, 1:33:23, time: 0.599, data_time: 0.004, memory: 8339, top1_acc: 0.2500, top5_acc: 0.4625, loss_cls: 3.6157, loss: 3.6157 2020-06-16 21:12:31,497 - mmaction - INFO - Epoch [6][1300/3134] lr: 0.01000, eta: 2 days, 1:33:06, time: 0.587, data_time: 0.005, memory: 8339, top1_acc: 0.2531, top5_acc: 0.5250, loss_cls: 3.4379, loss: 3.4379 2020-06-16 21:12:43,126 - mmaction - INFO - Epoch [6][1320/3134] lr: 0.01000, eta: 2 days, 1:32:47, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.2062, top5_acc: 0.4625, loss_cls: 3.6340, loss: 3.6340 2020-06-16 21:12:54,850 - mmaction - INFO - Epoch [6][1340/3134] lr: 0.01000, eta: 2 days, 1:32:29, time: 0.584, data_time: 0.005, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5094, loss_cls: 3.4704, loss: 3.4704 2020-06-16 21:13:09,866 - mmaction - INFO - Epoch [6][1360/3134] lr: 0.01000, eta: 2 days, 1:33:10, time: 0.753, data_time: 0.004, memory: 8339, top1_acc: 0.2844, top5_acc: 0.4781, loss_cls: 3.5466, loss: 3.5466 2020-06-16 21:13:21,687 - mmaction - INFO - Epoch [6][1380/3134] lr: 0.01000, eta: 2 days, 1:32:54, time: 0.591, data_time: 0.004, memory: 8339, top1_acc: 0.2250, top5_acc: 0.4844, loss_cls: 3.6683, loss: 3.6683 2020-06-16 21:13:33,262 - mmaction - INFO - Epoch [6][1400/3134] lr: 0.01000, eta: 2 days, 1:32:34, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5469, loss_cls: 3.3765, loss: 3.3765 2020-06-16 21:13:45,043 - mmaction - INFO - Epoch [6][1420/3134] lr: 0.01000, eta: 2 days, 1:32:16, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.2562, top5_acc: 0.4813, loss_cls: 3.5809, loss: 3.5809 2020-06-16 21:13:56,833 - mmaction - INFO - Epoch [6][1440/3134] lr: 0.01000, eta: 2 days, 1:32:01, time: 0.593, data_time: 0.006, memory: 8339, top1_acc: 0.2313, top5_acc: 0.4750, loss_cls: 3.6782, loss: 3.6782 2020-06-16 21:14:08,376 - mmaction - INFO - Epoch [6][1460/3134] lr: 0.01000, eta: 2 days, 1:31:40, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.2469, top5_acc: 0.5219, loss_cls: 3.4186, loss: 3.4186 2020-06-16 21:14:20,095 - mmaction - INFO - Epoch [6][1480/3134] lr: 0.01000, eta: 2 days, 1:31:22, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.2719, top5_acc: 0.5500, loss_cls: 3.3348, loss: 3.3348 2020-06-16 21:14:31,875 - mmaction - INFO - Epoch [6][1500/3134] lr: 0.01000, eta: 2 days, 1:31:06, time: 0.591, data_time: 0.005, memory: 8339, top1_acc: 0.2562, top5_acc: 0.5344, loss_cls: 3.4965, loss: 3.4965 2020-06-16 21:14:43,654 - mmaction - INFO - Epoch [6][1520/3134] lr: 0.01000, eta: 2 days, 1:30:49, time: 0.588, data_time: 0.002, memory: 8339, top1_acc: 0.2531, top5_acc: 0.4719, loss_cls: 3.7169, loss: 3.7169 2020-06-16 21:14:55,996 - mmaction - INFO - Epoch [6][1540/3134] lr: 0.01000, eta: 2 days, 1:30:42, time: 0.616, data_time: 0.004, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5094, loss_cls: 3.4699, loss: 3.4699 2020-06-16 21:15:07,702 - mmaction - INFO - Epoch [6][1560/3134] lr: 0.01000, eta: 2 days, 1:30:25, time: 0.588, data_time: 0.005, memory: 8339, top1_acc: 0.2656, top5_acc: 0.5437, loss_cls: 3.4101, loss: 3.4101 2020-06-16 21:15:19,279 - mmaction - INFO - Epoch [6][1580/3134] lr: 0.01000, eta: 2 days, 1:30:05, time: 0.579, data_time: 0.005, memory: 8339, top1_acc: 0.2812, top5_acc: 0.4969, loss_cls: 3.5565, loss: 3.5565 2020-06-16 21:15:31,021 - mmaction - INFO - Epoch [6][1600/3134] lr: 0.01000, eta: 2 days, 1:29:47, time: 0.584, data_time: 0.005, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5531, loss_cls: 3.2835, loss: 3.2835 2020-06-16 21:15:42,736 - mmaction - INFO - Epoch [6][1620/3134] lr: 0.01000, eta: 2 days, 1:29:31, time: 0.590, data_time: 0.006, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5031, loss_cls: 3.3824, loss: 3.3824 2020-06-16 21:15:54,352 - mmaction - INFO - Epoch [6][1640/3134] lr: 0.01000, eta: 2 days, 1:29:12, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.2469, top5_acc: 0.4813, loss_cls: 3.6037, loss: 3.6037 2020-06-16 21:16:05,941 - mmaction - INFO - Epoch [6][1660/3134] lr: 0.01000, eta: 2 days, 1:28:52, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5844, loss_cls: 3.2837, loss: 3.2837 2020-06-16 21:16:17,600 - mmaction - INFO - Epoch [6][1680/3134] lr: 0.01000, eta: 2 days, 1:28:33, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5281, loss_cls: 3.2603, loss: 3.2603 2020-06-16 21:16:29,449 - mmaction - INFO - Epoch [6][1700/3134] lr: 0.01000, eta: 2 days, 1:28:18, time: 0.593, data_time: 0.004, memory: 8339, top1_acc: 0.2719, top5_acc: 0.5125, loss_cls: 3.3500, loss: 3.3500 2020-06-16 21:16:41,063 - mmaction - INFO - Epoch [6][1720/3134] lr: 0.01000, eta: 2 days, 1:27:59, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5500, loss_cls: 3.3554, loss: 3.3554 2020-06-16 21:16:52,846 - mmaction - INFO - Epoch [6][1740/3134] lr: 0.01000, eta: 2 days, 1:27:43, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.2531, top5_acc: 0.5125, loss_cls: 3.5589, loss: 3.5589 2020-06-16 21:17:04,540 - mmaction - INFO - Epoch [6][1760/3134] lr: 0.01000, eta: 2 days, 1:27:26, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.2437, top5_acc: 0.5219, loss_cls: 3.4804, loss: 3.4804 2020-06-16 21:17:16,061 - mmaction - INFO - Epoch [6][1780/3134] lr: 0.01000, eta: 2 days, 1:27:05, time: 0.576, data_time: 0.000, memory: 8339, top1_acc: 0.2719, top5_acc: 0.5219, loss_cls: 3.4768, loss: 3.4768 2020-06-16 21:17:27,683 - mmaction - INFO - Epoch [6][1800/3134] lr: 0.01000, eta: 2 days, 1:26:46, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.2344, top5_acc: 0.4969, loss_cls: 3.6249, loss: 3.6249 2020-06-16 21:17:39,296 - mmaction - INFO - Epoch [6][1820/3134] lr: 0.01000, eta: 2 days, 1:26:26, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5344, loss_cls: 3.3881, loss: 3.3881 2020-06-16 21:17:51,054 - mmaction - INFO - Epoch [6][1840/3134] lr: 0.01000, eta: 2 days, 1:26:10, time: 0.589, data_time: 0.005, memory: 8339, top1_acc: 0.2719, top5_acc: 0.5125, loss_cls: 3.5973, loss: 3.5973 2020-06-16 21:18:02,729 - mmaction - INFO - Epoch [6][1860/3134] lr: 0.01000, eta: 2 days, 1:25:52, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5094, loss_cls: 3.4516, loss: 3.4516 2020-06-16 21:18:14,410 - mmaction - INFO - Epoch [6][1880/3134] lr: 0.01000, eta: 2 days, 1:25:34, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5156, loss_cls: 3.4214, loss: 3.4214 2020-06-16 21:18:26,198 - mmaction - INFO - Epoch [6][1900/3134] lr: 0.01000, eta: 2 days, 1:25:18, time: 0.589, data_time: 0.004, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5344, loss_cls: 3.4512, loss: 3.4512 2020-06-16 21:18:37,857 - mmaction - INFO - Epoch [6][1920/3134] lr: 0.01000, eta: 2 days, 1:25:00, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.2875, top5_acc: 0.4875, loss_cls: 3.5846, loss: 3.5846 2020-06-16 21:18:49,615 - mmaction - INFO - Epoch [6][1940/3134] lr: 0.01000, eta: 2 days, 1:24:42, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5312, loss_cls: 3.2484, loss: 3.2484 2020-06-16 21:19:01,333 - mmaction - INFO - Epoch [6][1960/3134] lr: 0.01000, eta: 2 days, 1:24:26, time: 0.589, data_time: 0.005, memory: 8339, top1_acc: 0.2594, top5_acc: 0.4656, loss_cls: 3.7176, loss: 3.7176 2020-06-16 21:19:12,937 - mmaction - INFO - Epoch [6][1980/3134] lr: 0.01000, eta: 2 days, 1:24:07, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5312, loss_cls: 3.3758, loss: 3.3758 2020-06-16 21:19:24,639 - mmaction - INFO - Epoch [6][2000/3134] lr: 0.01000, eta: 2 days, 1:23:49, time: 0.584, data_time: 0.005, memory: 8339, top1_acc: 0.2719, top5_acc: 0.4844, loss_cls: 3.4365, loss: 3.4365 2020-06-16 21:19:36,246 - mmaction - INFO - Epoch [6][2020/3134] lr: 0.01000, eta: 2 days, 1:23:30, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.2594, top5_acc: 0.4875, loss_cls: 3.5584, loss: 3.5584 2020-06-16 21:19:47,802 - mmaction - INFO - Epoch [6][2040/3134] lr: 0.01000, eta: 2 days, 1:23:11, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.2687, top5_acc: 0.5094, loss_cls: 3.4611, loss: 3.4611 2020-06-16 21:19:59,560 - mmaction - INFO - Epoch [6][2060/3134] lr: 0.01000, eta: 2 days, 1:22:53, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.2844, top5_acc: 0.4938, loss_cls: 3.4997, loss: 3.4997 2020-06-16 21:20:11,298 - mmaction - INFO - Epoch [6][2080/3134] lr: 0.01000, eta: 2 days, 1:22:37, time: 0.590, data_time: 0.004, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5312, loss_cls: 3.4617, loss: 3.4617 2020-06-16 21:20:22,924 - mmaction - INFO - Epoch [6][2100/3134] lr: 0.01000, eta: 2 days, 1:22:18, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.2500, top5_acc: 0.5250, loss_cls: 3.3939, loss: 3.3939 2020-06-16 21:20:34,680 - mmaction - INFO - Epoch [6][2120/3134] lr: 0.01000, eta: 2 days, 1:22:01, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5469, loss_cls: 3.3681, loss: 3.3681 2020-06-16 21:20:46,327 - mmaction - INFO - Epoch [6][2140/3134] lr: 0.01000, eta: 2 days, 1:21:44, time: 0.585, data_time: 0.005, memory: 8339, top1_acc: 0.2562, top5_acc: 0.4906, loss_cls: 3.5092, loss: 3.5092 2020-06-16 21:20:58,026 - mmaction - INFO - Epoch [6][2160/3134] lr: 0.01000, eta: 2 days, 1:21:26, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5188, loss_cls: 3.3993, loss: 3.3993 2020-06-16 21:21:09,653 - mmaction - INFO - Epoch [6][2180/3134] lr: 0.01000, eta: 2 days, 1:21:07, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.2531, top5_acc: 0.4625, loss_cls: 3.5402, loss: 3.5402 2020-06-16 21:21:21,270 - mmaction - INFO - Epoch [6][2200/3134] lr: 0.01000, eta: 2 days, 1:20:49, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5125, loss_cls: 3.3962, loss: 3.3962 2020-06-16 21:21:32,951 - mmaction - INFO - Epoch [6][2220/3134] lr: 0.01000, eta: 2 days, 1:20:31, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5406, loss_cls: 3.4921, loss: 3.4921 2020-06-16 21:21:44,653 - mmaction - INFO - Epoch [6][2240/3134] lr: 0.01000, eta: 2 days, 1:20:14, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.2687, top5_acc: 0.4938, loss_cls: 3.4503, loss: 3.4503 2020-06-16 21:21:56,243 - mmaction - INFO - Epoch [6][2260/3134] lr: 0.01000, eta: 2 days, 1:19:55, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5125, loss_cls: 3.4982, loss: 3.4982 2020-06-16 21:22:07,975 - mmaction - INFO - Epoch [6][2280/3134] lr: 0.01000, eta: 2 days, 1:19:38, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5437, loss_cls: 3.4211, loss: 3.4211 2020-06-16 21:22:19,744 - mmaction - INFO - Epoch [6][2300/3134] lr: 0.01000, eta: 2 days, 1:19:20, time: 0.584, data_time: 0.005, memory: 8339, top1_acc: 0.2562, top5_acc: 0.5000, loss_cls: 3.6349, loss: 3.6349 2020-06-16 21:22:31,436 - mmaction - INFO - Epoch [6][2320/3134] lr: 0.01000, eta: 2 days, 1:19:04, time: 0.589, data_time: 0.006, memory: 8339, top1_acc: 0.2469, top5_acc: 0.4781, loss_cls: 3.6676, loss: 3.6676 2020-06-16 21:22:43,059 - mmaction - INFO - Epoch [6][2340/3134] lr: 0.01000, eta: 2 days, 1:18:46, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.2781, top5_acc: 0.4906, loss_cls: 3.5796, loss: 3.5796 2020-06-16 21:22:54,816 - mmaction - INFO - Epoch [6][2360/3134] lr: 0.01000, eta: 2 days, 1:18:28, time: 0.585, data_time: 0.005, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5219, loss_cls: 3.4527, loss: 3.4527 2020-06-16 21:23:06,521 - mmaction - INFO - Epoch [6][2380/3134] lr: 0.01000, eta: 2 days, 1:18:12, time: 0.589, data_time: 0.005, memory: 8339, top1_acc: 0.2562, top5_acc: 0.5031, loss_cls: 3.4921, loss: 3.4921 2020-06-16 21:23:18,172 - mmaction - INFO - Epoch [6][2400/3134] lr: 0.01000, eta: 2 days, 1:17:54, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5031, loss_cls: 3.3871, loss: 3.3871 2020-06-16 21:23:29,765 - mmaction - INFO - Epoch [6][2420/3134] lr: 0.01000, eta: 2 days, 1:17:35, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.2531, top5_acc: 0.5062, loss_cls: 3.6626, loss: 3.6626 2020-06-16 21:23:41,348 - mmaction - INFO - Epoch [6][2440/3134] lr: 0.01000, eta: 2 days, 1:17:16, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5531, loss_cls: 3.1893, loss: 3.1893 2020-06-16 21:23:53,176 - mmaction - INFO - Epoch [6][2460/3134] lr: 0.01000, eta: 2 days, 1:17:00, time: 0.588, data_time: 0.005, memory: 8339, top1_acc: 0.2687, top5_acc: 0.5094, loss_cls: 3.5019, loss: 3.5019 2020-06-16 21:24:04,835 - mmaction - INFO - Epoch [6][2480/3134] lr: 0.01000, eta: 2 days, 1:16:43, time: 0.587, data_time: 0.006, memory: 8339, top1_acc: 0.2687, top5_acc: 0.5531, loss_cls: 3.4662, loss: 3.4662 2020-06-16 21:24:16,425 - mmaction - INFO - Epoch [6][2500/3134] lr: 0.01000, eta: 2 days, 1:16:24, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5344, loss_cls: 3.4561, loss: 3.4561 2020-06-16 21:24:28,113 - mmaction - INFO - Epoch [6][2520/3134] lr: 0.01000, eta: 2 days, 1:16:07, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.2625, top5_acc: 0.4500, loss_cls: 3.5625, loss: 3.5625 2020-06-16 21:24:39,860 - mmaction - INFO - Epoch [6][2540/3134] lr: 0.01000, eta: 2 days, 1:15:50, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5094, loss_cls: 3.4215, loss: 3.4215 2020-06-16 21:24:51,469 - mmaction - INFO - Epoch [6][2560/3134] lr: 0.01000, eta: 2 days, 1:15:32, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.2812, top5_acc: 0.4906, loss_cls: 3.4686, loss: 3.4686 2020-06-16 21:25:03,194 - mmaction - INFO - Epoch [6][2580/3134] lr: 0.01000, eta: 2 days, 1:15:15, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5406, loss_cls: 3.4203, loss: 3.4203 2020-06-16 21:25:14,901 - mmaction - INFO - Epoch [6][2600/3134] lr: 0.01000, eta: 2 days, 1:14:58, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5062, loss_cls: 3.3910, loss: 3.3910 2020-06-16 21:25:26,541 - mmaction - INFO - Epoch [6][2620/3134] lr: 0.01000, eta: 2 days, 1:14:40, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5531, loss_cls: 3.3165, loss: 3.3165 2020-06-16 21:25:38,236 - mmaction - INFO - Epoch [6][2640/3134] lr: 0.01000, eta: 2 days, 1:14:22, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5094, loss_cls: 3.4202, loss: 3.4202 2020-06-16 21:25:49,972 - mmaction - INFO - Epoch [6][2660/3134] lr: 0.01000, eta: 2 days, 1:14:07, time: 0.590, data_time: 0.005, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5000, loss_cls: 3.3716, loss: 3.3716 2020-06-16 21:26:01,598 - mmaction - INFO - Epoch [6][2680/3134] lr: 0.01000, eta: 2 days, 1:13:48, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5406, loss_cls: 3.4326, loss: 3.4326 2020-06-16 21:26:13,376 - mmaction - INFO - Epoch [6][2700/3134] lr: 0.01000, eta: 2 days, 1:13:32, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5125, loss_cls: 3.4807, loss: 3.4807 2020-06-16 21:26:25,218 - mmaction - INFO - Epoch [6][2720/3134] lr: 0.01000, eta: 2 days, 1:13:17, time: 0.594, data_time: 0.004, memory: 8339, top1_acc: 0.2656, top5_acc: 0.5000, loss_cls: 3.5214, loss: 3.5214 2020-06-16 21:26:36,800 - mmaction - INFO - Epoch [6][2740/3134] lr: 0.01000, eta: 2 days, 1:12:59, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5156, loss_cls: 3.4876, loss: 3.4876 2020-06-16 21:26:48,508 - mmaction - INFO - Epoch [6][2760/3134] lr: 0.01000, eta: 2 days, 1:12:42, time: 0.586, data_time: 0.005, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5594, loss_cls: 3.3197, loss: 3.3197 2020-06-16 21:27:00,221 - mmaction - INFO - Epoch [6][2780/3134] lr: 0.01000, eta: 2 days, 1:12:25, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5156, loss_cls: 3.4666, loss: 3.4666 2020-06-16 21:27:11,822 - mmaction - INFO - Epoch [6][2800/3134] lr: 0.01000, eta: 2 days, 1:12:06, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5219, loss_cls: 3.4531, loss: 3.4531 2020-06-16 21:27:23,556 - mmaction - INFO - Epoch [6][2820/3134] lr: 0.01000, eta: 2 days, 1:11:49, time: 0.585, data_time: 0.005, memory: 8339, top1_acc: 0.2500, top5_acc: 0.5125, loss_cls: 3.4118, loss: 3.4118 2020-06-16 21:27:35,148 - mmaction - INFO - Epoch [6][2840/3134] lr: 0.01000, eta: 2 days, 1:11:31, time: 0.582, data_time: 0.005, memory: 8339, top1_acc: 0.2656, top5_acc: 0.5094, loss_cls: 3.5141, loss: 3.5141 2020-06-16 21:27:46,766 - mmaction - INFO - Epoch [6][2860/3134] lr: 0.01000, eta: 2 days, 1:11:13, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5312, loss_cls: 3.3225, loss: 3.3225 2020-06-16 21:27:58,437 - mmaction - INFO - Epoch [6][2880/3134] lr: 0.01000, eta: 2 days, 1:10:56, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.2469, top5_acc: 0.4906, loss_cls: 3.7194, loss: 3.7194 2020-06-16 21:28:10,031 - mmaction - INFO - Epoch [6][2900/3134] lr: 0.01000, eta: 2 days, 1:10:37, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.2531, top5_acc: 0.5000, loss_cls: 3.5269, loss: 3.5269 2020-06-16 21:28:21,768 - mmaction - INFO - Epoch [6][2920/3134] lr: 0.01000, eta: 2 days, 1:10:21, time: 0.587, data_time: 0.005, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5125, loss_cls: 3.3944, loss: 3.3944 2020-06-16 21:28:33,370 - mmaction - INFO - Epoch [6][2940/3134] lr: 0.01000, eta: 2 days, 1:10:02, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5437, loss_cls: 3.3556, loss: 3.3556 2020-06-16 21:28:45,101 - mmaction - INFO - Epoch [6][2960/3134] lr: 0.01000, eta: 2 days, 1:09:46, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.2219, top5_acc: 0.4531, loss_cls: 3.7020, loss: 3.7020 2020-06-16 21:28:56,696 - mmaction - INFO - Epoch [6][2980/3134] lr: 0.01000, eta: 2 days, 1:09:27, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.2437, top5_acc: 0.4656, loss_cls: 3.6333, loss: 3.6333 2020-06-16 21:29:08,402 - mmaction - INFO - Epoch [6][3000/3134] lr: 0.01000, eta: 2 days, 1:09:10, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.2594, top5_acc: 0.4469, loss_cls: 3.5925, loss: 3.5925 2020-06-16 21:29:20,006 - mmaction - INFO - Epoch [6][3020/3134] lr: 0.01000, eta: 2 days, 1:08:52, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5156, loss_cls: 3.4067, loss: 3.4067 2020-06-16 21:29:31,575 - mmaction - INFO - Epoch [6][3040/3134] lr: 0.01000, eta: 2 days, 1:08:33, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.2531, top5_acc: 0.4781, loss_cls: 3.6279, loss: 3.6279 2020-06-16 21:29:43,276 - mmaction - INFO - Epoch [6][3060/3134] lr: 0.01000, eta: 2 days, 1:08:16, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.2594, top5_acc: 0.4938, loss_cls: 3.4894, loss: 3.4894 2020-06-16 21:29:54,902 - mmaction - INFO - Epoch [6][3080/3134] lr: 0.01000, eta: 2 days, 1:07:58, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5375, loss_cls: 3.3737, loss: 3.3737 2020-06-16 21:30:06,777 - mmaction - INFO - Epoch [6][3100/3134] lr: 0.01000, eta: 2 days, 1:07:44, time: 0.593, data_time: 0.001, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5437, loss_cls: 3.3230, loss: 3.3230 2020-06-16 21:30:18,378 - mmaction - INFO - Epoch [6][3120/3134] lr: 0.01000, eta: 2 days, 1:07:26, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5437, loss_cls: 3.3592, loss: 3.3592 2020-06-16 21:31:10,371 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-16 21:31:11,627 - mmaction - INFO - top1_acc 0.2117 top5_acc 0.4438 2020-06-16 21:31:11,643 - mmaction - INFO - Epoch [6][3134/3134] lr: 0.01000, top1_acc: 0.2117, top5_acc: 0.4438 2020-06-16 21:31:28,399 - mmaction - INFO - Epoch [7][20/3134] lr: 0.01000, eta: 2 days, 1:06:08, time: 0.836, data_time: 0.256, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5594, loss_cls: 3.2818, loss: 3.2818 2020-06-16 21:31:39,974 - mmaction - INFO - Epoch [7][40/3134] lr: 0.01000, eta: 2 days, 1:05:49, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5406, loss_cls: 3.2543, loss: 3.2543 2020-06-16 21:31:51,557 - mmaction - INFO - Epoch [7][60/3134] lr: 0.01000, eta: 2 days, 1:05:31, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.2406, top5_acc: 0.5094, loss_cls: 3.5264, loss: 3.5264 2020-06-16 21:32:03,241 - mmaction - INFO - Epoch [7][80/3134] lr: 0.01000, eta: 2 days, 1:05:13, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.2594, top5_acc: 0.5406, loss_cls: 3.4030, loss: 3.4030 2020-06-16 21:32:14,880 - mmaction - INFO - Epoch [7][100/3134] lr: 0.01000, eta: 2 days, 1:04:56, time: 0.585, data_time: 0.005, memory: 8339, top1_acc: 0.2656, top5_acc: 0.5375, loss_cls: 3.3995, loss: 3.3995 2020-06-16 21:32:26,511 - mmaction - INFO - Epoch [7][120/3134] lr: 0.01000, eta: 2 days, 1:04:38, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5219, loss_cls: 3.4701, loss: 3.4701 2020-06-16 21:32:38,242 - mmaction - INFO - Epoch [7][140/3134] lr: 0.01000, eta: 2 days, 1:04:21, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.2687, top5_acc: 0.5344, loss_cls: 3.4127, loss: 3.4127 2020-06-16 21:32:49,828 - mmaction - INFO - Epoch [7][160/3134] lr: 0.01000, eta: 2 days, 1:04:04, time: 0.584, data_time: 0.005, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5437, loss_cls: 3.4074, loss: 3.4074 2020-06-16 21:33:01,487 - mmaction - INFO - Epoch [7][180/3134] lr: 0.01000, eta: 2 days, 1:03:46, time: 0.582, data_time: 0.000, memory: 8339, top1_acc: 0.2812, top5_acc: 0.4719, loss_cls: 3.5728, loss: 3.5728 2020-06-16 21:33:13,255 - mmaction - INFO - Epoch [7][200/3134] lr: 0.01000, eta: 2 days, 1:03:30, time: 0.585, data_time: 0.005, memory: 8339, top1_acc: 0.2687, top5_acc: 0.5844, loss_cls: 3.2915, loss: 3.2915 2020-06-16 21:33:24,862 - mmaction - INFO - Epoch [7][220/3134] lr: 0.01000, eta: 2 days, 1:03:13, time: 0.584, data_time: 0.006, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5031, loss_cls: 3.4321, loss: 3.4321 2020-06-16 21:33:36,599 - mmaction - INFO - Epoch [7][240/3134] lr: 0.01000, eta: 2 days, 1:02:56, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.2406, top5_acc: 0.5156, loss_cls: 3.4938, loss: 3.4938 2020-06-16 21:33:48,203 - mmaction - INFO - Epoch [7][260/3134] lr: 0.01000, eta: 2 days, 1:02:39, time: 0.582, data_time: 0.006, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5375, loss_cls: 3.4002, loss: 3.4002 2020-06-16 21:34:00,003 - mmaction - INFO - Epoch [7][280/3134] lr: 0.01000, eta: 2 days, 1:02:23, time: 0.589, data_time: 0.005, memory: 8339, top1_acc: 0.2719, top5_acc: 0.5156, loss_cls: 3.3896, loss: 3.3896 2020-06-16 21:34:11,830 - mmaction - INFO - Epoch [7][300/3134] lr: 0.01000, eta: 2 days, 1:02:09, time: 0.592, data_time: 0.003, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5344, loss_cls: 3.3058, loss: 3.3058 2020-06-16 21:34:23,630 - mmaction - INFO - Epoch [7][320/3134] lr: 0.01000, eta: 2 days, 1:01:53, time: 0.588, data_time: 0.005, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5031, loss_cls: 3.4179, loss: 3.4179 2020-06-16 21:34:35,322 - mmaction - INFO - Epoch [7][340/3134] lr: 0.01000, eta: 2 days, 1:01:37, time: 0.588, data_time: 0.005, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5250, loss_cls: 3.4439, loss: 3.4439 2020-06-16 21:34:46,992 - mmaction - INFO - Epoch [7][360/3134] lr: 0.01000, eta: 2 days, 1:01:20, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.2875, top5_acc: 0.4906, loss_cls: 3.4520, loss: 3.4520 2020-06-16 21:34:58,721 - mmaction - INFO - Epoch [7][380/3134] lr: 0.01000, eta: 2 days, 1:01:04, time: 0.586, data_time: 0.005, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5125, loss_cls: 3.4219, loss: 3.4219 2020-06-16 21:35:10,542 - mmaction - INFO - Epoch [7][400/3134] lr: 0.01000, eta: 2 days, 1:00:49, time: 0.589, data_time: 0.004, memory: 8339, top1_acc: 0.2719, top5_acc: 0.5000, loss_cls: 3.4290, loss: 3.4290 2020-06-16 21:35:22,397 - mmaction - INFO - Epoch [7][420/3134] lr: 0.01000, eta: 2 days, 1:00:35, time: 0.595, data_time: 0.004, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5125, loss_cls: 3.4646, loss: 3.4646 2020-06-16 21:35:33,996 - mmaction - INFO - Epoch [7][440/3134] lr: 0.01000, eta: 2 days, 1:00:17, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5437, loss_cls: 3.3410, loss: 3.3410 2020-06-16 21:35:45,811 - mmaction - INFO - Epoch [7][460/3134] lr: 0.01000, eta: 2 days, 1:00:02, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5531, loss_cls: 3.2515, loss: 3.2515 2020-06-16 21:35:57,544 - mmaction - INFO - Epoch [7][480/3134] lr: 0.01000, eta: 2 days, 0:59:47, time: 0.590, data_time: 0.005, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5375, loss_cls: 3.3483, loss: 3.3483 2020-06-16 21:36:09,141 - mmaction - INFO - Epoch [7][500/3134] lr: 0.01000, eta: 2 days, 0:59:28, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5375, loss_cls: 3.3725, loss: 3.3725 2020-06-16 21:36:20,895 - mmaction - INFO - Epoch [7][520/3134] lr: 0.01000, eta: 2 days, 0:59:12, time: 0.587, data_time: 0.005, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5250, loss_cls: 3.4776, loss: 3.4776 2020-06-16 21:36:32,525 - mmaction - INFO - Epoch [7][540/3134] lr: 0.01000, eta: 2 days, 0:58:56, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5563, loss_cls: 3.2328, loss: 3.2328 2020-06-16 21:36:44,111 - mmaction - INFO - Epoch [7][560/3134] lr: 0.01000, eta: 2 days, 0:58:37, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3250, top5_acc: 0.6000, loss_cls: 3.1964, loss: 3.1964 2020-06-16 21:36:55,765 - mmaction - INFO - Epoch [7][580/3134] lr: 0.01000, eta: 2 days, 0:58:20, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5844, loss_cls: 3.2161, loss: 3.2161 2020-06-16 21:37:07,517 - mmaction - INFO - Epoch [7][600/3134] lr: 0.01000, eta: 2 days, 0:58:05, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5750, loss_cls: 3.2511, loss: 3.2511 2020-06-16 21:37:19,245 - mmaction - INFO - Epoch [7][620/3134] lr: 0.01000, eta: 2 days, 0:57:48, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3094, top5_acc: 0.4969, loss_cls: 3.4609, loss: 3.4609 2020-06-16 21:37:30,973 - mmaction - INFO - Epoch [7][640/3134] lr: 0.01000, eta: 2 days, 0:57:33, time: 0.587, data_time: 0.001, memory: 8339, top1_acc: 0.2594, top5_acc: 0.5250, loss_cls: 3.5306, loss: 3.5306 2020-06-16 21:37:42,774 - mmaction - INFO - Epoch [7][660/3134] lr: 0.01000, eta: 2 days, 0:57:17, time: 0.589, data_time: 0.004, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5656, loss_cls: 3.2137, loss: 3.2137 2020-06-16 21:37:54,476 - mmaction - INFO - Epoch [7][680/3134] lr: 0.01000, eta: 2 days, 0:57:01, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5594, loss_cls: 3.2404, loss: 3.2404 2020-06-16 21:38:06,273 - mmaction - INFO - Epoch [7][700/3134] lr: 0.01000, eta: 2 days, 0:56:46, time: 0.588, data_time: 0.005, memory: 8339, top1_acc: 0.2281, top5_acc: 0.5250, loss_cls: 3.5907, loss: 3.5907 2020-06-16 21:38:17,881 - mmaction - INFO - Epoch [7][720/3134] lr: 0.01000, eta: 2 days, 0:56:29, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.2437, top5_acc: 0.5219, loss_cls: 3.4600, loss: 3.4600 2020-06-16 21:38:29,610 - mmaction - INFO - Epoch [7][740/3134] lr: 0.01000, eta: 2 days, 0:56:12, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.2344, top5_acc: 0.5219, loss_cls: 3.3883, loss: 3.3883 2020-06-16 21:38:41,331 - mmaction - INFO - Epoch [7][760/3134] lr: 0.01000, eta: 2 days, 0:55:56, time: 0.585, data_time: 0.005, memory: 8339, top1_acc: 0.2375, top5_acc: 0.4844, loss_cls: 3.6154, loss: 3.6154 2020-06-16 21:38:53,173 - mmaction - INFO - Epoch [7][780/3134] lr: 0.01000, eta: 2 days, 0:55:42, time: 0.593, data_time: 0.004, memory: 8339, top1_acc: 0.2781, top5_acc: 0.4531, loss_cls: 3.5734, loss: 3.5734 2020-06-16 21:39:04,782 - mmaction - INFO - Epoch [7][800/3134] lr: 0.01000, eta: 2 days, 0:55:25, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.2625, top5_acc: 0.4875, loss_cls: 3.4754, loss: 3.4754 2020-06-16 21:39:16,663 - mmaction - INFO - Epoch [7][820/3134] lr: 0.01000, eta: 2 days, 0:55:10, time: 0.590, data_time: 0.004, memory: 8339, top1_acc: 0.2313, top5_acc: 0.4781, loss_cls: 3.6225, loss: 3.6225 2020-06-16 21:39:28,388 - mmaction - INFO - Epoch [7][840/3134] lr: 0.01000, eta: 2 days, 0:54:55, time: 0.589, data_time: 0.006, memory: 8339, top1_acc: 0.2406, top5_acc: 0.4813, loss_cls: 3.5741, loss: 3.5741 2020-06-16 21:39:40,031 - mmaction - INFO - Epoch [7][860/3134] lr: 0.01000, eta: 2 days, 0:54:38, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.2500, top5_acc: 0.5156, loss_cls: 3.5805, loss: 3.5805 2020-06-16 21:39:51,756 - mmaction - INFO - Epoch [7][880/3134] lr: 0.01000, eta: 2 days, 0:54:22, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5094, loss_cls: 3.6155, loss: 3.6155 2020-06-16 21:40:03,521 - mmaction - INFO - Epoch [7][900/3134] lr: 0.01000, eta: 2 days, 0:54:07, time: 0.590, data_time: 0.003, memory: 8339, top1_acc: 0.2687, top5_acc: 0.4906, loss_cls: 3.5689, loss: 3.5689 2020-06-16 21:40:15,174 - mmaction - INFO - Epoch [7][920/3134] lr: 0.01000, eta: 2 days, 0:53:49, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5156, loss_cls: 3.3581, loss: 3.3581 2020-06-16 21:40:27,183 - mmaction - INFO - Epoch [7][940/3134] lr: 0.01000, eta: 2 days, 0:53:38, time: 0.601, data_time: 0.017, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5219, loss_cls: 3.3706, loss: 3.3706 2020-06-16 21:40:38,913 - mmaction - INFO - Epoch [7][960/3134] lr: 0.01000, eta: 2 days, 0:53:22, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5406, loss_cls: 3.4053, loss: 3.4053 2020-06-16 21:40:50,625 - mmaction - INFO - Epoch [7][980/3134] lr: 0.01000, eta: 2 days, 0:53:06, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.2906, top5_acc: 0.4875, loss_cls: 3.4361, loss: 3.4361 2020-06-16 21:41:02,299 - mmaction - INFO - Epoch [7][1000/3134] lr: 0.01000, eta: 2 days, 0:52:50, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.2656, top5_acc: 0.5188, loss_cls: 3.4330, loss: 3.4330 2020-06-16 21:41:14,059 - mmaction - INFO - Epoch [7][1020/3134] lr: 0.01000, eta: 2 days, 0:52:34, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5437, loss_cls: 3.3002, loss: 3.3002 2020-06-16 21:41:25,796 - mmaction - INFO - Epoch [7][1040/3134] lr: 0.01000, eta: 2 days, 0:52:18, time: 0.589, data_time: 0.003, memory: 8339, top1_acc: 0.2844, top5_acc: 0.4750, loss_cls: 3.6487, loss: 3.6487 2020-06-16 21:41:37,423 - mmaction - INFO - Epoch [7][1060/3134] lr: 0.01000, eta: 2 days, 0:52:01, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.2656, top5_acc: 0.5062, loss_cls: 3.4734, loss: 3.4734 2020-06-16 21:41:49,356 - mmaction - INFO - Epoch [7][1080/3134] lr: 0.01000, eta: 2 days, 0:51:47, time: 0.593, data_time: 0.015, memory: 8339, top1_acc: 0.2406, top5_acc: 0.5344, loss_cls: 3.4759, loss: 3.4759 2020-06-16 21:42:01,041 - mmaction - INFO - Epoch [7][1100/3134] lr: 0.01000, eta: 2 days, 0:51:32, time: 0.588, data_time: 0.006, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5281, loss_cls: 3.3944, loss: 3.3944 2020-06-16 21:42:12,675 - mmaction - INFO - Epoch [7][1120/3134] lr: 0.01000, eta: 2 days, 0:51:14, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.2906, top5_acc: 0.4938, loss_cls: 3.4855, loss: 3.4855 2020-06-16 21:42:24,441 - mmaction - INFO - Epoch [7][1140/3134] lr: 0.01000, eta: 2 days, 0:50:59, time: 0.586, data_time: 0.005, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5031, loss_cls: 3.5417, loss: 3.5417 2020-06-16 21:42:36,209 - mmaction - INFO - Epoch [7][1160/3134] lr: 0.01000, eta: 2 days, 0:50:44, time: 0.591, data_time: 0.005, memory: 8339, top1_acc: 0.2656, top5_acc: 0.5437, loss_cls: 3.4302, loss: 3.4302 2020-06-16 21:42:47,848 - mmaction - INFO - Epoch [7][1180/3134] lr: 0.01000, eta: 2 days, 0:50:27, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.2375, top5_acc: 0.4781, loss_cls: 3.6703, loss: 3.6703 2020-06-16 21:42:59,628 - mmaction - INFO - Epoch [7][1200/3134] lr: 0.01000, eta: 2 days, 0:50:12, time: 0.589, data_time: 0.004, memory: 8339, top1_acc: 0.2750, top5_acc: 0.4844, loss_cls: 3.5596, loss: 3.5596 2020-06-16 21:43:11,427 - mmaction - INFO - Epoch [7][1220/3134] lr: 0.01000, eta: 2 days, 0:49:57, time: 0.589, data_time: 0.004, memory: 8339, top1_acc: 0.2875, top5_acc: 0.4813, loss_cls: 3.5228, loss: 3.5228 2020-06-16 21:43:23,136 - mmaction - INFO - Epoch [7][1240/3134] lr: 0.01000, eta: 2 days, 0:49:42, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5250, loss_cls: 3.3798, loss: 3.3798 2020-06-16 21:43:34,819 - mmaction - INFO - Epoch [7][1260/3134] lr: 0.01000, eta: 2 days, 0:49:25, time: 0.582, data_time: 0.000, memory: 8339, top1_acc: 0.2250, top5_acc: 0.4969, loss_cls: 3.5324, loss: 3.5324 2020-06-16 21:43:46,548 - mmaction - INFO - Epoch [7][1280/3134] lr: 0.01000, eta: 2 days, 0:49:08, time: 0.584, data_time: 0.005, memory: 8339, top1_acc: 0.2437, top5_acc: 0.4844, loss_cls: 3.5773, loss: 3.5773 2020-06-16 21:43:58,209 - mmaction - INFO - Epoch [7][1300/3134] lr: 0.01000, eta: 2 days, 0:48:53, time: 0.586, data_time: 0.005, memory: 8339, top1_acc: 0.2469, top5_acc: 0.5250, loss_cls: 3.4510, loss: 3.4510 2020-06-16 21:44:10,003 - mmaction - INFO - Epoch [7][1320/3134] lr: 0.01000, eta: 2 days, 0:48:37, time: 0.585, data_time: 0.005, memory: 8339, top1_acc: 0.2437, top5_acc: 0.4844, loss_cls: 3.6650, loss: 3.6650 2020-06-16 21:44:21,721 - mmaction - INFO - Epoch [7][1340/3134] lr: 0.01000, eta: 2 days, 0:48:22, time: 0.590, data_time: 0.007, memory: 8339, top1_acc: 0.2656, top5_acc: 0.5125, loss_cls: 3.5469, loss: 3.5469 2020-06-16 21:44:33,395 - mmaction - INFO - Epoch [7][1360/3134] lr: 0.01000, eta: 2 days, 0:48:05, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.2719, top5_acc: 0.5125, loss_cls: 3.3946, loss: 3.3946 2020-06-16 21:44:45,053 - mmaction - INFO - Epoch [7][1380/3134] lr: 0.01000, eta: 2 days, 0:47:49, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5469, loss_cls: 3.2864, loss: 3.2864 2020-06-16 21:44:56,622 - mmaction - INFO - Epoch [7][1400/3134] lr: 0.01000, eta: 2 days, 0:47:31, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5281, loss_cls: 3.4144, loss: 3.4144 2020-06-16 21:45:08,540 - mmaction - INFO - Epoch [7][1420/3134] lr: 0.01000, eta: 2 days, 0:47:17, time: 0.591, data_time: 0.004, memory: 8339, top1_acc: 0.2687, top5_acc: 0.5156, loss_cls: 3.3886, loss: 3.3886 2020-06-16 21:45:20,231 - mmaction - INFO - Epoch [7][1440/3134] lr: 0.01000, eta: 2 days, 0:47:01, time: 0.587, data_time: 0.006, memory: 8339, top1_acc: 0.2687, top5_acc: 0.4875, loss_cls: 3.5801, loss: 3.5801 2020-06-16 21:45:31,867 - mmaction - INFO - Epoch [7][1460/3134] lr: 0.01000, eta: 2 days, 0:46:45, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5156, loss_cls: 3.4384, loss: 3.4384 2020-06-16 21:45:43,647 - mmaction - INFO - Epoch [7][1480/3134] lr: 0.01000, eta: 2 days, 0:46:29, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.2562, top5_acc: 0.4969, loss_cls: 3.6037, loss: 3.6037 2020-06-16 21:45:55,295 - mmaction - INFO - Epoch [7][1500/3134] lr: 0.01000, eta: 2 days, 0:46:13, time: 0.586, data_time: 0.006, memory: 8339, top1_acc: 0.2594, top5_acc: 0.5156, loss_cls: 3.4860, loss: 3.4860 2020-06-16 21:46:06,932 - mmaction - INFO - Epoch [7][1520/3134] lr: 0.01000, eta: 2 days, 0:45:56, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.2500, top5_acc: 0.4844, loss_cls: 3.5535, loss: 3.5535 2020-06-16 21:46:18,504 - mmaction - INFO - Epoch [7][1540/3134] lr: 0.01000, eta: 2 days, 0:45:38, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5156, loss_cls: 3.5014, loss: 3.5014 2020-06-16 21:46:30,262 - mmaction - INFO - Epoch [7][1560/3134] lr: 0.01000, eta: 2 days, 0:45:23, time: 0.587, data_time: 0.001, memory: 8339, top1_acc: 0.2500, top5_acc: 0.5250, loss_cls: 3.5209, loss: 3.5209 2020-06-16 21:46:41,920 - mmaction - INFO - Epoch [7][1580/3134] lr: 0.01000, eta: 2 days, 0:45:06, time: 0.583, data_time: 0.005, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5531, loss_cls: 3.2697, loss: 3.2697 2020-06-16 21:46:53,644 - mmaction - INFO - Epoch [7][1600/3134] lr: 0.01000, eta: 2 days, 0:44:51, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.2531, top5_acc: 0.4594, loss_cls: 3.5877, loss: 3.5877 2020-06-16 21:47:05,273 - mmaction - INFO - Epoch [7][1620/3134] lr: 0.01000, eta: 2 days, 0:44:34, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.2594, top5_acc: 0.5437, loss_cls: 3.5388, loss: 3.5388 2020-06-16 21:47:17,004 - mmaction - INFO - Epoch [7][1640/3134] lr: 0.01000, eta: 2 days, 0:44:17, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5250, loss_cls: 3.5108, loss: 3.5108 2020-06-16 21:47:28,634 - mmaction - INFO - Epoch [7][1660/3134] lr: 0.01000, eta: 2 days, 0:44:01, time: 0.587, data_time: 0.007, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5406, loss_cls: 3.2747, loss: 3.2747 2020-06-16 21:47:40,205 - mmaction - INFO - Epoch [7][1680/3134] lr: 0.01000, eta: 2 days, 0:43:43, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.2094, top5_acc: 0.4938, loss_cls: 3.6219, loss: 3.6219 2020-06-16 21:47:51,860 - mmaction - INFO - Epoch [7][1700/3134] lr: 0.01000, eta: 2 days, 0:43:27, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5406, loss_cls: 3.3505, loss: 3.3505 2020-06-16 21:48:03,404 - mmaction - INFO - Epoch [7][1720/3134] lr: 0.01000, eta: 2 days, 0:43:09, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.2375, top5_acc: 0.4500, loss_cls: 3.7303, loss: 3.7303 2020-06-16 21:48:15,199 - mmaction - INFO - Epoch [7][1740/3134] lr: 0.01000, eta: 2 days, 0:42:53, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5250, loss_cls: 3.3808, loss: 3.3808 2020-06-16 21:48:26,956 - mmaction - INFO - Epoch [7][1760/3134] lr: 0.01000, eta: 2 days, 0:42:39, time: 0.593, data_time: 0.006, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5125, loss_cls: 3.5569, loss: 3.5569 2020-06-16 21:48:38,614 - mmaction - INFO - Epoch [7][1780/3134] lr: 0.01000, eta: 2 days, 0:42:23, time: 0.583, data_time: 0.000, memory: 8339, top1_acc: 0.2812, top5_acc: 0.4875, loss_cls: 3.5081, loss: 3.5081 2020-06-16 21:48:50,243 - mmaction - INFO - Epoch [7][1800/3134] lr: 0.01000, eta: 2 days, 0:42:06, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.2313, top5_acc: 0.5250, loss_cls: 3.4564, loss: 3.4564 2020-06-16 21:49:01,926 - mmaction - INFO - Epoch [7][1820/3134] lr: 0.01000, eta: 2 days, 0:41:49, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5344, loss_cls: 3.2994, loss: 3.2994 2020-06-16 21:49:13,680 - mmaction - INFO - Epoch [7][1840/3134] lr: 0.01000, eta: 2 days, 0:41:33, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.2687, top5_acc: 0.5375, loss_cls: 3.4636, loss: 3.4636 2020-06-16 21:49:25,293 - mmaction - INFO - Epoch [7][1860/3134] lr: 0.01000, eta: 2 days, 0:41:17, time: 0.584, data_time: 0.005, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5312, loss_cls: 3.3970, loss: 3.3970 2020-06-16 21:49:36,913 - mmaction - INFO - Epoch [7][1880/3134] lr: 0.01000, eta: 2 days, 0:41:00, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.2625, top5_acc: 0.5344, loss_cls: 3.3984, loss: 3.3984 2020-06-16 21:49:48,588 - mmaction - INFO - Epoch [7][1900/3134] lr: 0.01000, eta: 2 days, 0:40:44, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5500, loss_cls: 3.3850, loss: 3.3850 2020-06-16 21:50:00,351 - mmaction - INFO - Epoch [7][1920/3134] lr: 0.01000, eta: 2 days, 0:40:28, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5312, loss_cls: 3.2769, loss: 3.2769 2020-06-16 21:50:12,037 - mmaction - INFO - Epoch [7][1940/3134] lr: 0.01000, eta: 2 days, 0:40:13, time: 0.589, data_time: 0.006, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5594, loss_cls: 3.3332, loss: 3.3332 2020-06-16 21:50:23,656 - mmaction - INFO - Epoch [7][1960/3134] lr: 0.01000, eta: 2 days, 0:39:56, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.2594, top5_acc: 0.5250, loss_cls: 3.5095, loss: 3.5095 2020-06-16 21:50:35,396 - mmaction - INFO - Epoch [7][1980/3134] lr: 0.01000, eta: 2 days, 0:39:40, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.2594, top5_acc: 0.4938, loss_cls: 3.6185, loss: 3.6185 2020-06-16 21:50:47,115 - mmaction - INFO - Epoch [7][2000/3134] lr: 0.01000, eta: 2 days, 0:39:25, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.2313, top5_acc: 0.4938, loss_cls: 3.5873, loss: 3.5873 2020-06-16 21:50:58,690 - mmaction - INFO - Epoch [7][2020/3134] lr: 0.01000, eta: 2 days, 0:39:08, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5250, loss_cls: 3.3871, loss: 3.3871 2020-06-16 21:51:10,490 - mmaction - INFO - Epoch [7][2040/3134] lr: 0.01000, eta: 2 days, 0:38:53, time: 0.588, data_time: 0.005, memory: 8339, top1_acc: 0.2531, top5_acc: 0.5531, loss_cls: 3.4522, loss: 3.4522 2020-06-16 21:51:22,195 - mmaction - INFO - Epoch [7][2060/3134] lr: 0.01000, eta: 2 days, 0:38:37, time: 0.587, data_time: 0.005, memory: 8339, top1_acc: 0.2531, top5_acc: 0.4875, loss_cls: 3.5041, loss: 3.5041 2020-06-16 21:51:33,829 - mmaction - INFO - Epoch [7][2080/3134] lr: 0.01000, eta: 2 days, 0:38:21, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.2437, top5_acc: 0.4719, loss_cls: 3.5499, loss: 3.5499 2020-06-16 21:51:45,516 - mmaction - INFO - Epoch [7][2100/3134] lr: 0.01000, eta: 2 days, 0:38:05, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.2437, top5_acc: 0.5281, loss_cls: 3.5280, loss: 3.5280 2020-06-16 21:51:57,217 - mmaction - INFO - Epoch [7][2120/3134] lr: 0.01000, eta: 2 days, 0:37:49, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.2313, top5_acc: 0.4594, loss_cls: 3.6848, loss: 3.6848 2020-06-16 21:52:08,987 - mmaction - INFO - Epoch [7][2140/3134] lr: 0.01000, eta: 2 days, 0:37:34, time: 0.591, data_time: 0.003, memory: 8339, top1_acc: 0.2437, top5_acc: 0.4813, loss_cls: 3.6753, loss: 3.6753 2020-06-16 21:52:20,668 - mmaction - INFO - Epoch [7][2160/3134] lr: 0.01000, eta: 2 days, 0:37:17, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.2656, top5_acc: 0.4906, loss_cls: 3.5534, loss: 3.5534 2020-06-16 21:52:32,350 - mmaction - INFO - Epoch [7][2180/3134] lr: 0.01000, eta: 2 days, 0:37:02, time: 0.588, data_time: 0.006, memory: 8339, top1_acc: 0.2687, top5_acc: 0.4906, loss_cls: 3.4582, loss: 3.4582 2020-06-16 21:52:43,923 - mmaction - INFO - Epoch [7][2200/3134] lr: 0.01000, eta: 2 days, 0:36:45, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5375, loss_cls: 3.4184, loss: 3.4184 2020-06-16 21:52:55,528 - mmaction - INFO - Epoch [7][2220/3134] lr: 0.01000, eta: 2 days, 0:36:28, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5750, loss_cls: 3.2591, loss: 3.2591 2020-06-16 21:53:07,169 - mmaction - INFO - Epoch [7][2240/3134] lr: 0.01000, eta: 2 days, 0:36:11, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5156, loss_cls: 3.4855, loss: 3.4855 2020-06-16 21:53:18,942 - mmaction - INFO - Epoch [7][2260/3134] lr: 0.01000, eta: 2 days, 0:35:56, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.2625, top5_acc: 0.5375, loss_cls: 3.3862, loss: 3.3862 2020-06-16 21:53:30,689 - mmaction - INFO - Epoch [7][2280/3134] lr: 0.01000, eta: 2 days, 0:35:41, time: 0.588, data_time: 0.005, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5594, loss_cls: 3.2110, loss: 3.2110 2020-06-16 21:53:42,338 - mmaction - INFO - Epoch [7][2300/3134] lr: 0.01000, eta: 2 days, 0:35:25, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.2719, top5_acc: 0.5125, loss_cls: 3.3284, loss: 3.3284 2020-06-16 21:53:54,047 - mmaction - INFO - Epoch [7][2320/3134] lr: 0.01000, eta: 2 days, 0:35:08, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.2656, top5_acc: 0.5500, loss_cls: 3.3411, loss: 3.3411 2020-06-16 21:54:05,700 - mmaction - INFO - Epoch [7][2340/3134] lr: 0.01000, eta: 2 days, 0:34:53, time: 0.586, data_time: 0.005, memory: 8339, top1_acc: 0.2156, top5_acc: 0.4813, loss_cls: 3.5787, loss: 3.5787 2020-06-16 21:54:17,310 - mmaction - INFO - Epoch [7][2360/3134] lr: 0.01000, eta: 2 days, 0:34:36, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.2687, top5_acc: 0.5281, loss_cls: 3.4726, loss: 3.4726 2020-06-16 21:54:29,116 - mmaction - INFO - Epoch [7][2380/3134] lr: 0.01000, eta: 2 days, 0:34:21, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5188, loss_cls: 3.4421, loss: 3.4421 2020-06-16 21:54:40,883 - mmaction - INFO - Epoch [7][2400/3134] lr: 0.01000, eta: 2 days, 0:34:07, time: 0.592, data_time: 0.006, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5312, loss_cls: 3.4455, loss: 3.4455 2020-06-16 21:54:52,632 - mmaction - INFO - Epoch [7][2420/3134] lr: 0.01000, eta: 2 days, 0:33:52, time: 0.588, data_time: 0.002, memory: 8339, top1_acc: 0.2812, top5_acc: 0.4656, loss_cls: 3.5720, loss: 3.5720 2020-06-16 21:55:04,246 - mmaction - INFO - Epoch [7][2440/3134] lr: 0.01000, eta: 2 days, 0:33:35, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.2594, top5_acc: 0.5250, loss_cls: 3.4149, loss: 3.4149 2020-06-16 21:55:15,825 - mmaction - INFO - Epoch [7][2460/3134] lr: 0.01000, eta: 2 days, 0:33:18, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5437, loss_cls: 3.3525, loss: 3.3525 2020-06-16 21:55:27,478 - mmaction - INFO - Epoch [7][2480/3134] lr: 0.01000, eta: 2 days, 0:33:02, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5312, loss_cls: 3.3368, loss: 3.3368 2020-06-16 21:55:39,227 - mmaction - INFO - Epoch [7][2500/3134] lr: 0.01000, eta: 2 days, 0:32:47, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5094, loss_cls: 3.4278, loss: 3.4278 2020-06-16 21:55:50,885 - mmaction - INFO - Epoch [7][2520/3134] lr: 0.01000, eta: 2 days, 0:32:30, time: 0.583, data_time: 0.005, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5125, loss_cls: 3.3926, loss: 3.3926 2020-06-16 21:56:02,568 - mmaction - INFO - Epoch [7][2540/3134] lr: 0.01000, eta: 2 days, 0:32:15, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.2344, top5_acc: 0.4375, loss_cls: 3.7347, loss: 3.7347 2020-06-16 21:56:14,189 - mmaction - INFO - Epoch [7][2560/3134] lr: 0.01000, eta: 2 days, 0:31:58, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.2437, top5_acc: 0.4844, loss_cls: 3.5618, loss: 3.5618 2020-06-16 21:56:25,955 - mmaction - INFO - Epoch [7][2580/3134] lr: 0.01000, eta: 2 days, 0:31:42, time: 0.585, data_time: 0.005, memory: 8339, top1_acc: 0.2719, top5_acc: 0.4938, loss_cls: 3.3999, loss: 3.3999 2020-06-16 21:56:37,640 - mmaction - INFO - Epoch [7][2600/3134] lr: 0.01000, eta: 2 days, 0:31:28, time: 0.588, data_time: 0.006, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5719, loss_cls: 3.1867, loss: 3.1867 2020-06-16 21:56:49,246 - mmaction - INFO - Epoch [7][2620/3134] lr: 0.01000, eta: 2 days, 0:31:11, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5344, loss_cls: 3.2945, loss: 3.2945 2020-06-16 21:57:01,036 - mmaction - INFO - Epoch [7][2640/3134] lr: 0.01000, eta: 2 days, 0:30:55, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.2531, top5_acc: 0.4906, loss_cls: 3.6139, loss: 3.6139 2020-06-16 21:57:12,702 - mmaction - INFO - Epoch [7][2660/3134] lr: 0.01000, eta: 2 days, 0:30:40, time: 0.586, data_time: 0.006, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5250, loss_cls: 3.3438, loss: 3.3438 2020-06-16 21:57:24,343 - mmaction - INFO - Epoch [7][2680/3134] lr: 0.01000, eta: 2 days, 0:30:24, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5250, loss_cls: 3.4296, loss: 3.4296 2020-06-16 21:57:36,110 - mmaction - INFO - Epoch [7][2700/3134] lr: 0.01000, eta: 2 days, 0:30:08, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5281, loss_cls: 3.3054, loss: 3.3054 2020-06-16 21:57:47,844 - mmaction - INFO - Epoch [7][2720/3134] lr: 0.01000, eta: 2 days, 0:29:54, time: 0.591, data_time: 0.006, memory: 8339, top1_acc: 0.2625, top5_acc: 0.4844, loss_cls: 3.5444, loss: 3.5444 2020-06-16 21:57:59,430 - mmaction - INFO - Epoch [7][2740/3134] lr: 0.01000, eta: 2 days, 0:29:37, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.2531, top5_acc: 0.4719, loss_cls: 3.6978, loss: 3.6978 2020-06-16 21:58:11,220 - mmaction - INFO - Epoch [7][2760/3134] lr: 0.01000, eta: 2 days, 0:29:23, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.2500, top5_acc: 0.5062, loss_cls: 3.4857, loss: 3.4857 2020-06-16 21:58:23,007 - mmaction - INFO - Epoch [7][2780/3134] lr: 0.01000, eta: 2 days, 0:29:08, time: 0.586, data_time: 0.005, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5500, loss_cls: 3.3672, loss: 3.3672 2020-06-16 21:58:34,641 - mmaction - INFO - Epoch [7][2800/3134] lr: 0.01000, eta: 2 days, 0:28:52, time: 0.585, data_time: 0.006, memory: 8339, top1_acc: 0.2531, top5_acc: 0.4938, loss_cls: 3.4679, loss: 3.4679 2020-06-16 21:58:46,316 - mmaction - INFO - Epoch [7][2820/3134] lr: 0.01000, eta: 2 days, 0:28:36, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5750, loss_cls: 3.2443, loss: 3.2443 2020-06-16 21:58:58,046 - mmaction - INFO - Epoch [7][2840/3134] lr: 0.01000, eta: 2 days, 0:28:21, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5563, loss_cls: 3.3345, loss: 3.3345 2020-06-16 21:59:09,645 - mmaction - INFO - Epoch [7][2860/3134] lr: 0.01000, eta: 2 days, 0:28:04, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.2531, top5_acc: 0.4938, loss_cls: 3.5423, loss: 3.5423 2020-06-16 21:59:21,283 - mmaction - INFO - Epoch [7][2880/3134] lr: 0.01000, eta: 2 days, 0:27:48, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.2656, top5_acc: 0.5219, loss_cls: 3.3904, loss: 3.3904 2020-06-16 21:59:33,007 - mmaction - INFO - Epoch [7][2900/3134] lr: 0.01000, eta: 2 days, 0:27:33, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.2375, top5_acc: 0.4938, loss_cls: 3.6248, loss: 3.6248 2020-06-16 21:59:44,635 - mmaction - INFO - Epoch [7][2920/3134] lr: 0.01000, eta: 2 days, 0:27:16, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5437, loss_cls: 3.3620, loss: 3.3620 2020-06-16 21:59:56,269 - mmaction - INFO - Epoch [7][2940/3134] lr: 0.01000, eta: 2 days, 0:27:00, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5219, loss_cls: 3.4159, loss: 3.4159 2020-06-16 22:00:10,558 - mmaction - INFO - Epoch [7][2960/3134] lr: 0.01000, eta: 2 days, 0:27:15, time: 0.696, data_time: 0.004, memory: 8339, top1_acc: 0.2844, top5_acc: 0.4844, loss_cls: 3.5586, loss: 3.5586 2020-06-16 22:00:22,617 - mmaction - INFO - Epoch [7][2980/3134] lr: 0.01000, eta: 2 days, 0:27:08, time: 0.619, data_time: 0.038, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5719, loss_cls: 3.3154, loss: 3.3154 2020-06-16 22:00:34,336 - mmaction - INFO - Epoch [7][3000/3134] lr: 0.01000, eta: 2 days, 0:26:53, time: 0.587, data_time: 0.006, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5344, loss_cls: 3.3742, loss: 3.3742 2020-06-16 22:00:46,835 - mmaction - INFO - Epoch [7][3020/3134] lr: 0.01000, eta: 2 days, 0:26:48, time: 0.622, data_time: 0.002, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5406, loss_cls: 3.3223, loss: 3.3223 2020-06-16 22:00:58,588 - mmaction - INFO - Epoch [7][3040/3134] lr: 0.01000, eta: 2 days, 0:26:34, time: 0.591, data_time: 0.005, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5031, loss_cls: 3.4546, loss: 3.4546 2020-06-16 22:01:10,329 - mmaction - INFO - Epoch [7][3060/3134] lr: 0.01000, eta: 2 days, 0:26:19, time: 0.588, data_time: 0.002, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5375, loss_cls: 3.4041, loss: 3.4041 2020-06-16 22:01:22,143 - mmaction - INFO - Epoch [7][3080/3134] lr: 0.01000, eta: 2 days, 0:26:04, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.2625, top5_acc: 0.5156, loss_cls: 3.4658, loss: 3.4658 2020-06-16 22:01:33,743 - mmaction - INFO - Epoch [7][3100/3134] lr: 0.01000, eta: 2 days, 0:25:48, time: 0.584, data_time: 0.005, memory: 8339, top1_acc: 0.2375, top5_acc: 0.4969, loss_cls: 3.5308, loss: 3.5308 2020-06-16 22:01:45,334 - mmaction - INFO - Epoch [7][3120/3134] lr: 0.01000, eta: 2 days, 0:25:31, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.2469, top5_acc: 0.4375, loss_cls: 3.6430, loss: 3.6430 2020-06-16 22:02:38,238 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-16 22:02:39,502 - mmaction - INFO - top1_acc 0.2180 top5_acc 0.4554 2020-06-16 22:02:39,521 - mmaction - INFO - Epoch [7][3134/3134] lr: 0.01000, top1_acc: 0.2180, top5_acc: 0.4554 2020-06-16 22:02:55,438 - mmaction - INFO - Epoch [8][20/3134] lr: 0.01000, eta: 2 days, 0:24:12, time: 0.794, data_time: 0.214, memory: 8339, top1_acc: 0.2406, top5_acc: 0.4875, loss_cls: 3.4047, loss: 3.4047 2020-06-16 22:03:07,218 - mmaction - INFO - Epoch [8][40/3134] lr: 0.01000, eta: 2 days, 0:23:57, time: 0.589, data_time: 0.005, memory: 8339, top1_acc: 0.2687, top5_acc: 0.5375, loss_cls: 3.4168, loss: 3.4168 2020-06-16 22:03:19,013 - mmaction - INFO - Epoch [8][60/3134] lr: 0.01000, eta: 2 days, 0:23:43, time: 0.590, data_time: 0.002, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5156, loss_cls: 3.4116, loss: 3.4116 2020-06-16 22:03:30,681 - mmaction - INFO - Epoch [8][80/3134] lr: 0.01000, eta: 2 days, 0:23:28, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.2656, top5_acc: 0.4938, loss_cls: 3.5031, loss: 3.5031 2020-06-16 22:03:42,406 - mmaction - INFO - Epoch [8][100/3134] lr: 0.01000, eta: 2 days, 0:23:12, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5594, loss_cls: 3.3896, loss: 3.3896 2020-06-16 22:03:54,028 - mmaction - INFO - Epoch [8][120/3134] lr: 0.01000, eta: 2 days, 0:22:56, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.2500, top5_acc: 0.4906, loss_cls: 3.5985, loss: 3.5985 2020-06-16 22:04:05,776 - mmaction - INFO - Epoch [8][140/3134] lr: 0.01000, eta: 2 days, 0:22:41, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5250, loss_cls: 3.4304, loss: 3.4304 2020-06-16 22:04:17,495 - mmaction - INFO - Epoch [8][160/3134] lr: 0.01000, eta: 2 days, 0:22:26, time: 0.588, data_time: 0.005, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5875, loss_cls: 3.1674, loss: 3.1674 2020-06-16 22:04:29,242 - mmaction - INFO - Epoch [8][180/3134] lr: 0.01000, eta: 2 days, 0:22:12, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5312, loss_cls: 3.3445, loss: 3.3445 2020-06-16 22:04:40,931 - mmaction - INFO - Epoch [8][200/3134] lr: 0.01000, eta: 2 days, 0:21:56, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5344, loss_cls: 3.2799, loss: 3.2799 2020-06-16 22:04:52,633 - mmaction - INFO - Epoch [8][220/3134] lr: 0.01000, eta: 2 days, 0:21:41, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5437, loss_cls: 3.4281, loss: 3.4281 2020-06-16 22:05:04,370 - mmaction - INFO - Epoch [8][240/3134] lr: 0.01000, eta: 2 days, 0:21:26, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.2594, top5_acc: 0.5062, loss_cls: 3.4782, loss: 3.4782 2020-06-16 22:05:16,116 - mmaction - INFO - Epoch [8][260/3134] lr: 0.01000, eta: 2 days, 0:21:12, time: 0.589, data_time: 0.002, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5469, loss_cls: 3.4456, loss: 3.4456 2020-06-16 22:05:28,741 - mmaction - INFO - Epoch [8][280/3134] lr: 0.01000, eta: 2 days, 0:21:08, time: 0.630, data_time: 0.000, memory: 8339, top1_acc: 0.2500, top5_acc: 0.4969, loss_cls: 3.4733, loss: 3.4733 2020-06-16 22:05:40,390 - mmaction - INFO - Epoch [8][300/3134] lr: 0.01000, eta: 2 days, 0:20:52, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5344, loss_cls: 3.4592, loss: 3.4592 2020-06-16 22:05:52,152 - mmaction - INFO - Epoch [8][320/3134] lr: 0.01000, eta: 2 days, 0:20:38, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.2719, top5_acc: 0.5125, loss_cls: 3.4342, loss: 3.4342 2020-06-16 22:06:03,792 - mmaction - INFO - Epoch [8][340/3134] lr: 0.01000, eta: 2 days, 0:20:22, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5750, loss_cls: 3.2094, loss: 3.2094 2020-06-16 22:06:15,529 - mmaction - INFO - Epoch [8][360/3134] lr: 0.01000, eta: 2 days, 0:20:07, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5437, loss_cls: 3.3539, loss: 3.3539 2020-06-16 22:06:27,237 - mmaction - INFO - Epoch [8][380/3134] lr: 0.01000, eta: 2 days, 0:19:52, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5281, loss_cls: 3.3824, loss: 3.3824 2020-06-16 22:06:38,908 - mmaction - INFO - Epoch [8][400/3134] lr: 0.01000, eta: 2 days, 0:19:36, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.2750, top5_acc: 0.4906, loss_cls: 3.4036, loss: 3.4036 2020-06-16 22:06:50,648 - mmaction - INFO - Epoch [8][420/3134] lr: 0.01000, eta: 2 days, 0:19:22, time: 0.588, data_time: 0.002, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5062, loss_cls: 3.4881, loss: 3.4881 2020-06-16 22:07:02,309 - mmaction - INFO - Epoch [8][440/3134] lr: 0.01000, eta: 2 days, 0:19:06, time: 0.583, data_time: 0.000, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5469, loss_cls: 3.2618, loss: 3.2618 2020-06-16 22:07:14,078 - mmaction - INFO - Epoch [8][460/3134] lr: 0.01000, eta: 2 days, 0:18:51, time: 0.588, data_time: 0.001, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5719, loss_cls: 3.2412, loss: 3.2412 2020-06-16 22:07:26,004 - mmaction - INFO - Epoch [8][480/3134] lr: 0.01000, eta: 2 days, 0:18:39, time: 0.596, data_time: 0.018, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5219, loss_cls: 3.4157, loss: 3.4157 2020-06-16 22:07:37,776 - mmaction - INFO - Epoch [8][500/3134] lr: 0.01000, eta: 2 days, 0:18:25, time: 0.590, data_time: 0.002, memory: 8339, top1_acc: 0.2594, top5_acc: 0.5156, loss_cls: 3.4501, loss: 3.4501 2020-06-16 22:07:49,708 - mmaction - INFO - Epoch [8][520/3134] lr: 0.01000, eta: 2 days, 0:18:12, time: 0.595, data_time: 0.001, memory: 8339, top1_acc: 0.2562, top5_acc: 0.4938, loss_cls: 3.4487, loss: 3.4487 2020-06-16 22:08:01,430 - mmaction - INFO - Epoch [8][540/3134] lr: 0.01000, eta: 2 days, 0:17:57, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5750, loss_cls: 3.1796, loss: 3.1796 2020-06-16 22:08:13,048 - mmaction - INFO - Epoch [8][560/3134] lr: 0.01000, eta: 2 days, 0:17:41, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.2437, top5_acc: 0.4875, loss_cls: 3.5737, loss: 3.5737 2020-06-16 22:08:24,805 - mmaction - INFO - Epoch [8][580/3134] lr: 0.01000, eta: 2 days, 0:17:26, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5375, loss_cls: 3.3229, loss: 3.3229 2020-06-16 22:08:36,489 - mmaction - INFO - Epoch [8][600/3134] lr: 0.01000, eta: 2 days, 0:17:11, time: 0.587, data_time: 0.005, memory: 8339, top1_acc: 0.2406, top5_acc: 0.5000, loss_cls: 3.5281, loss: 3.5281 2020-06-16 22:08:48,067 - mmaction - INFO - Epoch [8][620/3134] lr: 0.01000, eta: 2 days, 0:16:55, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.2594, top5_acc: 0.5344, loss_cls: 3.3509, loss: 3.3509 2020-06-16 22:08:59,711 - mmaction - INFO - Epoch [8][640/3134] lr: 0.01000, eta: 2 days, 0:16:38, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5469, loss_cls: 3.2670, loss: 3.2670 2020-06-16 22:09:11,505 - mmaction - INFO - Epoch [8][660/3134] lr: 0.01000, eta: 2 days, 0:16:25, time: 0.591, data_time: 0.004, memory: 8339, top1_acc: 0.2687, top5_acc: 0.5000, loss_cls: 3.4672, loss: 3.4672 2020-06-16 22:09:23,085 - mmaction - INFO - Epoch [8][680/3134] lr: 0.01000, eta: 2 days, 0:16:08, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5188, loss_cls: 3.4420, loss: 3.4420 2020-06-16 22:09:34,803 - mmaction - INFO - Epoch [8][700/3134] lr: 0.01000, eta: 2 days, 0:15:52, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.2750, top5_acc: 0.4969, loss_cls: 3.5433, loss: 3.5433 2020-06-16 22:09:46,387 - mmaction - INFO - Epoch [8][720/3134] lr: 0.01000, eta: 2 days, 0:15:36, time: 0.584, data_time: 0.006, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5125, loss_cls: 3.3728, loss: 3.3728 2020-06-16 22:09:58,037 - mmaction - INFO - Epoch [8][740/3134] lr: 0.01000, eta: 2 days, 0:15:20, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5500, loss_cls: 3.2842, loss: 3.2842 2020-06-16 22:10:09,763 - mmaction - INFO - Epoch [8][760/3134] lr: 0.01000, eta: 2 days, 0:15:05, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5406, loss_cls: 3.3032, loss: 3.3032 2020-06-16 22:10:21,417 - mmaction - INFO - Epoch [8][780/3134] lr: 0.01000, eta: 2 days, 0:14:50, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5156, loss_cls: 3.2943, loss: 3.2943 2020-06-16 22:10:33,049 - mmaction - INFO - Epoch [8][800/3134] lr: 0.01000, eta: 2 days, 0:14:34, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.2687, top5_acc: 0.5250, loss_cls: 3.4151, loss: 3.4151 2020-06-16 22:10:44,807 - mmaction - INFO - Epoch [8][820/3134] lr: 0.01000, eta: 2 days, 0:14:18, time: 0.585, data_time: 0.005, memory: 8339, top1_acc: 0.3625, top5_acc: 0.5656, loss_cls: 3.1674, loss: 3.1674 2020-06-16 22:10:56,585 - mmaction - INFO - Epoch [8][840/3134] lr: 0.01000, eta: 2 days, 0:14:05, time: 0.593, data_time: 0.006, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5750, loss_cls: 3.2348, loss: 3.2348 2020-06-16 22:11:08,309 - mmaction - INFO - Epoch [8][860/3134] lr: 0.01000, eta: 2 days, 0:13:50, time: 0.584, data_time: 0.000, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5875, loss_cls: 3.1424, loss: 3.1424 2020-06-16 22:11:20,037 - mmaction - INFO - Epoch [8][880/3134] lr: 0.01000, eta: 2 days, 0:13:35, time: 0.584, data_time: 0.005, memory: 8339, top1_acc: 0.2719, top5_acc: 0.5094, loss_cls: 3.3288, loss: 3.3288 2020-06-16 22:11:31,728 - mmaction - INFO - Epoch [8][900/3134] lr: 0.01000, eta: 2 days, 0:13:20, time: 0.588, data_time: 0.005, memory: 8339, top1_acc: 0.2687, top5_acc: 0.5062, loss_cls: 3.4425, loss: 3.4425 2020-06-16 22:11:43,300 - mmaction - INFO - Epoch [8][920/3134] lr: 0.01000, eta: 2 days, 0:13:03, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5156, loss_cls: 3.3647, loss: 3.3647 2020-06-16 22:11:55,002 - mmaction - INFO - Epoch [8][940/3134] lr: 0.01000, eta: 2 days, 0:12:48, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.2625, top5_acc: 0.5094, loss_cls: 3.2948, loss: 3.2948 2020-06-16 22:12:06,686 - mmaction - INFO - Epoch [8][960/3134] lr: 0.01000, eta: 2 days, 0:12:33, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5094, loss_cls: 3.3193, loss: 3.3193 2020-06-16 22:12:18,328 - mmaction - INFO - Epoch [8][980/3134] lr: 0.01000, eta: 2 days, 0:12:17, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5437, loss_cls: 3.3690, loss: 3.3690 2020-06-16 22:12:30,102 - mmaction - INFO - Epoch [8][1000/3134] lr: 0.01000, eta: 2 days, 0:12:03, time: 0.588, data_time: 0.001, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5594, loss_cls: 3.3254, loss: 3.3254 2020-06-16 22:12:41,764 - mmaction - INFO - Epoch [8][1020/3134] lr: 0.01000, eta: 2 days, 0:11:48, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.2594, top5_acc: 0.4844, loss_cls: 3.5881, loss: 3.5881 2020-06-16 22:12:53,545 - mmaction - INFO - Epoch [8][1040/3134] lr: 0.01000, eta: 2 days, 0:11:33, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.2406, top5_acc: 0.4938, loss_cls: 3.5248, loss: 3.5248 2020-06-16 22:13:05,238 - mmaction - INFO - Epoch [8][1060/3134] lr: 0.01000, eta: 2 days, 0:11:18, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5219, loss_cls: 3.3285, loss: 3.3285 2020-06-16 22:13:16,874 - mmaction - INFO - Epoch [8][1080/3134] lr: 0.01000, eta: 2 days, 0:11:02, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5062, loss_cls: 3.4787, loss: 3.4787 2020-06-16 22:13:28,541 - mmaction - INFO - Epoch [8][1100/3134] lr: 0.01000, eta: 2 days, 0:10:47, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5969, loss_cls: 3.1473, loss: 3.1473 2020-06-16 22:13:40,266 - mmaction - INFO - Epoch [8][1120/3134] lr: 0.01000, eta: 2 days, 0:10:32, time: 0.585, data_time: 0.000, memory: 8339, top1_acc: 0.2313, top5_acc: 0.4938, loss_cls: 3.5529, loss: 3.5529 2020-06-16 22:13:51,946 - mmaction - INFO - Epoch [8][1140/3134] lr: 0.01000, eta: 2 days, 0:10:16, time: 0.582, data_time: 0.006, memory: 8339, top1_acc: 0.2406, top5_acc: 0.4781, loss_cls: 3.5797, loss: 3.5797 2020-06-16 22:14:03,530 - mmaction - INFO - Epoch [8][1160/3134] lr: 0.01000, eta: 2 days, 0:10:00, time: 0.582, data_time: 0.005, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5250, loss_cls: 3.3202, loss: 3.3202 2020-06-16 22:14:15,168 - mmaction - INFO - Epoch [8][1180/3134] lr: 0.01000, eta: 2 days, 0:09:44, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5531, loss_cls: 3.2869, loss: 3.2869 2020-06-16 22:14:27,032 - mmaction - INFO - Epoch [8][1200/3134] lr: 0.01000, eta: 2 days, 0:09:31, time: 0.592, data_time: 0.004, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5312, loss_cls: 3.3150, loss: 3.3150 2020-06-16 22:14:38,614 - mmaction - INFO - Epoch [8][1220/3134] lr: 0.01000, eta: 2 days, 0:09:15, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.2750, top5_acc: 0.4844, loss_cls: 3.6045, loss: 3.6045 2020-06-16 22:14:50,231 - mmaction - INFO - Epoch [8][1240/3134] lr: 0.01000, eta: 2 days, 0:08:59, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.2719, top5_acc: 0.4844, loss_cls: 3.4858, loss: 3.4858 2020-06-16 22:15:01,913 - mmaction - INFO - Epoch [8][1260/3134] lr: 0.01000, eta: 2 days, 0:08:44, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.2625, top5_acc: 0.5156, loss_cls: 3.4091, loss: 3.4091 2020-06-16 22:15:13,629 - mmaction - INFO - Epoch [8][1280/3134] lr: 0.01000, eta: 2 days, 0:08:29, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5594, loss_cls: 3.2610, loss: 3.2610 2020-06-16 22:15:25,398 - mmaction - INFO - Epoch [8][1300/3134] lr: 0.01000, eta: 2 days, 0:08:15, time: 0.588, data_time: 0.001, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5375, loss_cls: 3.3837, loss: 3.3837 2020-06-16 22:15:37,194 - mmaction - INFO - Epoch [8][1320/3134] lr: 0.01000, eta: 2 days, 0:08:01, time: 0.589, data_time: 0.004, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5250, loss_cls: 3.3482, loss: 3.3482 2020-06-16 22:15:48,847 - mmaction - INFO - Epoch [8][1340/3134] lr: 0.01000, eta: 2 days, 0:07:45, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5188, loss_cls: 3.3819, loss: 3.3819 2020-06-16 22:16:00,502 - mmaction - INFO - Epoch [8][1360/3134] lr: 0.01000, eta: 2 days, 0:07:30, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5500, loss_cls: 3.3243, loss: 3.3243 2020-06-16 22:16:12,212 - mmaction - INFO - Epoch [8][1380/3134] lr: 0.01000, eta: 2 days, 0:07:14, time: 0.583, data_time: 0.005, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5406, loss_cls: 3.2681, loss: 3.2681 2020-06-16 22:16:23,927 - mmaction - INFO - Epoch [8][1400/3134] lr: 0.01000, eta: 2 days, 0:07:00, time: 0.590, data_time: 0.005, memory: 8339, top1_acc: 0.2719, top5_acc: 0.5375, loss_cls: 3.3502, loss: 3.3502 2020-06-16 22:16:35,648 - mmaction - INFO - Epoch [8][1420/3134] lr: 0.01000, eta: 2 days, 0:06:46, time: 0.585, data_time: 0.000, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5031, loss_cls: 3.4837, loss: 3.4837 2020-06-16 22:16:47,377 - mmaction - INFO - Epoch [8][1440/3134] lr: 0.01000, eta: 2 days, 0:06:30, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5250, loss_cls: 3.3875, loss: 3.3875 2020-06-16 22:16:59,007 - mmaction - INFO - Epoch [8][1460/3134] lr: 0.01000, eta: 2 days, 0:06:15, time: 0.585, data_time: 0.006, memory: 8339, top1_acc: 0.2719, top5_acc: 0.4875, loss_cls: 3.4719, loss: 3.4719 2020-06-16 22:17:10,781 - mmaction - INFO - Epoch [8][1480/3134] lr: 0.01000, eta: 2 days, 0:06:01, time: 0.589, data_time: 0.001, memory: 8339, top1_acc: 0.2719, top5_acc: 0.4844, loss_cls: 3.5062, loss: 3.5062 2020-06-16 22:17:22,499 - mmaction - INFO - Epoch [8][1500/3134] lr: 0.01000, eta: 2 days, 0:05:46, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5406, loss_cls: 3.2667, loss: 3.2667 2020-06-16 22:17:34,073 - mmaction - INFO - Epoch [8][1520/3134] lr: 0.01000, eta: 2 days, 0:05:30, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5156, loss_cls: 3.3322, loss: 3.3322 2020-06-16 22:17:45,823 - mmaction - INFO - Epoch [8][1540/3134] lr: 0.01000, eta: 2 days, 0:05:15, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.2562, top5_acc: 0.5375, loss_cls: 3.4805, loss: 3.4805 2020-06-16 22:17:57,645 - mmaction - INFO - Epoch [8][1560/3134] lr: 0.01000, eta: 2 days, 0:05:02, time: 0.591, data_time: 0.004, memory: 8339, top1_acc: 0.2656, top5_acc: 0.5062, loss_cls: 3.3410, loss: 3.3410 2020-06-16 22:18:09,207 - mmaction - INFO - Epoch [8][1580/3134] lr: 0.01000, eta: 2 days, 0:04:45, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.2625, top5_acc: 0.4969, loss_cls: 3.4586, loss: 3.4586 2020-06-16 22:18:20,942 - mmaction - INFO - Epoch [8][1600/3134] lr: 0.01000, eta: 2 days, 0:04:30, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5656, loss_cls: 3.3400, loss: 3.3400 2020-06-16 22:18:32,566 - mmaction - INFO - Epoch [8][1620/3134] lr: 0.01000, eta: 2 days, 0:04:15, time: 0.584, data_time: 0.005, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5375, loss_cls: 3.3094, loss: 3.3094 2020-06-16 22:18:44,348 - mmaction - INFO - Epoch [8][1640/3134] lr: 0.01000, eta: 2 days, 0:04:00, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.2719, top5_acc: 0.5125, loss_cls: 3.4997, loss: 3.4997 2020-06-16 22:18:56,017 - mmaction - INFO - Epoch [8][1660/3134] lr: 0.01000, eta: 2 days, 0:03:46, time: 0.586, data_time: 0.005, memory: 8339, top1_acc: 0.2188, top5_acc: 0.4813, loss_cls: 3.7362, loss: 3.7362 2020-06-16 22:19:07,740 - mmaction - INFO - Epoch [8][1680/3134] lr: 0.01000, eta: 2 days, 0:03:31, time: 0.585, data_time: 0.005, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5125, loss_cls: 3.3727, loss: 3.3727 2020-06-16 22:19:19,403 - mmaction - INFO - Epoch [8][1700/3134] lr: 0.01000, eta: 2 days, 0:03:16, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5594, loss_cls: 3.4864, loss: 3.4864 2020-06-16 22:19:31,103 - mmaction - INFO - Epoch [8][1720/3134] lr: 0.01000, eta: 2 days, 0:03:01, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5594, loss_cls: 3.2385, loss: 3.2385 2020-06-16 22:19:42,764 - mmaction - INFO - Epoch [8][1740/3134] lr: 0.01000, eta: 2 days, 0:02:45, time: 0.581, data_time: 0.005, memory: 8339, top1_acc: 0.2469, top5_acc: 0.4750, loss_cls: 3.5960, loss: 3.5960 2020-06-16 22:19:54,507 - mmaction - INFO - Epoch [8][1760/3134] lr: 0.01000, eta: 2 days, 0:02:31, time: 0.591, data_time: 0.005, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5156, loss_cls: 3.3419, loss: 3.3419 2020-06-16 22:20:06,193 - mmaction - INFO - Epoch [8][1780/3134] lr: 0.01000, eta: 2 days, 0:02:16, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.2562, top5_acc: 0.5188, loss_cls: 3.4664, loss: 3.4664 2020-06-16 22:20:17,827 - mmaction - INFO - Epoch [8][1800/3134] lr: 0.01000, eta: 2 days, 0:02:00, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.2719, top5_acc: 0.5375, loss_cls: 3.3437, loss: 3.3437 2020-06-16 22:20:29,338 - mmaction - INFO - Epoch [8][1820/3134] lr: 0.01000, eta: 2 days, 0:01:44, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5437, loss_cls: 3.2209, loss: 3.2209 2020-06-16 22:20:41,045 - mmaction - INFO - Epoch [8][1840/3134] lr: 0.01000, eta: 2 days, 0:01:28, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5344, loss_cls: 3.3791, loss: 3.3791 2020-06-16 22:20:52,715 - mmaction - INFO - Epoch [8][1860/3134] lr: 0.01000, eta: 2 days, 0:01:13, time: 0.586, data_time: 0.005, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5531, loss_cls: 3.1986, loss: 3.1986 2020-06-16 22:21:04,313 - mmaction - INFO - Epoch [8][1880/3134] lr: 0.01000, eta: 2 days, 0:00:57, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.2687, top5_acc: 0.4844, loss_cls: 3.6061, loss: 3.6061 2020-06-16 22:21:16,147 - mmaction - INFO - Epoch [8][1900/3134] lr: 0.01000, eta: 2 days, 0:00:44, time: 0.591, data_time: 0.004, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5375, loss_cls: 3.2361, loss: 3.2361 2020-06-16 22:21:27,840 - mmaction - INFO - Epoch [8][1920/3134] lr: 0.01000, eta: 2 days, 0:00:29, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5875, loss_cls: 3.1792, loss: 3.1792 2020-06-16 22:21:39,420 - mmaction - INFO - Epoch [8][1940/3134] lr: 0.01000, eta: 2 days, 0:00:13, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5406, loss_cls: 3.3147, loss: 3.3147 2020-06-16 22:21:51,136 - mmaction - INFO - Epoch [8][1960/3134] lr: 0.01000, eta: 1 day, 23:59:57, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5344, loss_cls: 3.3900, loss: 3.3900 2020-06-16 22:22:02,735 - mmaction - INFO - Epoch [8][1980/3134] lr: 0.01000, eta: 1 day, 23:59:42, time: 0.584, data_time: 0.006, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5062, loss_cls: 3.4375, loss: 3.4375 2020-06-16 22:22:14,369 - mmaction - INFO - Epoch [8][2000/3134] lr: 0.01000, eta: 1 day, 23:59:27, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.2594, top5_acc: 0.5188, loss_cls: 3.5056, loss: 3.5056 2020-06-16 22:22:26,065 - mmaction - INFO - Epoch [8][2020/3134] lr: 0.01000, eta: 1 day, 23:59:11, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5312, loss_cls: 3.3573, loss: 3.3573 2020-06-16 22:22:37,757 - mmaction - INFO - Epoch [8][2040/3134] lr: 0.01000, eta: 1 day, 23:58:57, time: 0.587, data_time: 0.005, memory: 8339, top1_acc: 0.2562, top5_acc: 0.5000, loss_cls: 3.4630, loss: 3.4630 2020-06-16 22:22:49,356 - mmaction - INFO - Epoch [8][2060/3134] lr: 0.01000, eta: 1 day, 23:58:41, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.2656, top5_acc: 0.5312, loss_cls: 3.4356, loss: 3.4356 2020-06-16 22:23:01,180 - mmaction - INFO - Epoch [8][2080/3134] lr: 0.01000, eta: 1 day, 23:58:27, time: 0.590, data_time: 0.005, memory: 8339, top1_acc: 0.2812, top5_acc: 0.4906, loss_cls: 3.5126, loss: 3.5126 2020-06-16 22:23:12,833 - mmaction - INFO - Epoch [8][2100/3134] lr: 0.01000, eta: 1 day, 23:58:12, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.2469, top5_acc: 0.5344, loss_cls: 3.4767, loss: 3.4767 2020-06-16 22:23:24,590 - mmaction - INFO - Epoch [8][2120/3134] lr: 0.01000, eta: 1 day, 23:57:58, time: 0.588, data_time: 0.001, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5312, loss_cls: 3.3129, loss: 3.3129 2020-06-16 22:23:36,299 - mmaction - INFO - Epoch [8][2140/3134] lr: 0.01000, eta: 1 day, 23:57:43, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3094, top5_acc: 0.4875, loss_cls: 3.4875, loss: 3.4875 2020-06-16 22:23:48,030 - mmaction - INFO - Epoch [8][2160/3134] lr: 0.01000, eta: 1 day, 23:57:29, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5312, loss_cls: 3.2713, loss: 3.2713 2020-06-16 22:23:59,660 - mmaction - INFO - Epoch [8][2180/3134] lr: 0.01000, eta: 1 day, 23:57:13, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.2531, top5_acc: 0.5031, loss_cls: 3.5747, loss: 3.5747 2020-06-16 22:24:11,193 - mmaction - INFO - Epoch [8][2200/3134] lr: 0.01000, eta: 1 day, 23:56:57, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5125, loss_cls: 3.4627, loss: 3.4627 2020-06-16 22:24:22,810 - mmaction - INFO - Epoch [8][2220/3134] lr: 0.01000, eta: 1 day, 23:56:41, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.2625, top5_acc: 0.5281, loss_cls: 3.4473, loss: 3.4473 2020-06-16 22:24:57,942 - mmaction - INFO - Epoch [8][2240/3134] lr: 0.01000, eta: 2 days, 0:01:06, time: 1.756, data_time: 0.005, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5188, loss_cls: 3.4647, loss: 3.4647 2020-06-16 22:25:09,671 - mmaction - INFO - Epoch [8][2260/3134] lr: 0.01000, eta: 2 days, 0:00:52, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5250, loss_cls: 3.3482, loss: 3.3482 2020-06-16 22:25:21,287 - mmaction - INFO - Epoch [8][2280/3134] lr: 0.01000, eta: 2 days, 0:00:36, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5437, loss_cls: 3.3188, loss: 3.3188 2020-06-16 22:25:32,896 - mmaction - INFO - Epoch [8][2300/3134] lr: 0.01000, eta: 2 days, 0:00:20, time: 0.581, data_time: 0.005, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5406, loss_cls: 3.5079, loss: 3.5079 2020-06-16 22:25:44,649 - mmaction - INFO - Epoch [8][2320/3134] lr: 0.01000, eta: 2 days, 0:00:05, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.2625, top5_acc: 0.4875, loss_cls: 3.5870, loss: 3.5870 2020-06-16 22:25:56,390 - mmaction - INFO - Epoch [8][2340/3134] lr: 0.01000, eta: 1 day, 23:59:51, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5531, loss_cls: 3.3337, loss: 3.3337 2020-06-16 22:26:08,017 - mmaction - INFO - Epoch [8][2360/3134] lr: 0.01000, eta: 1 day, 23:59:35, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3000, top5_acc: 0.4875, loss_cls: 3.5492, loss: 3.5492 2020-06-16 22:26:19,805 - mmaction - INFO - Epoch [8][2380/3134] lr: 0.01000, eta: 1 day, 23:59:21, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5125, loss_cls: 3.3327, loss: 3.3327 2020-06-16 22:26:31,493 - mmaction - INFO - Epoch [8][2400/3134] lr: 0.01000, eta: 1 day, 23:59:06, time: 0.588, data_time: 0.005, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5344, loss_cls: 3.4092, loss: 3.4092 2020-06-16 22:26:43,192 - mmaction - INFO - Epoch [8][2420/3134] lr: 0.01000, eta: 1 day, 23:58:51, time: 0.584, data_time: 0.000, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5563, loss_cls: 3.3851, loss: 3.3851 2020-06-16 22:26:54,891 - mmaction - INFO - Epoch [8][2440/3134] lr: 0.01000, eta: 1 day, 23:58:36, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5375, loss_cls: 3.3009, loss: 3.3009 2020-06-16 22:27:06,683 - mmaction - INFO - Epoch [8][2460/3134] lr: 0.01000, eta: 1 day, 23:58:22, time: 0.591, data_time: 0.004, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5094, loss_cls: 3.4405, loss: 3.4405 2020-06-16 22:27:18,439 - mmaction - INFO - Epoch [8][2480/3134] lr: 0.01000, eta: 1 day, 23:58:08, time: 0.587, data_time: 0.001, memory: 8339, top1_acc: 0.2625, top5_acc: 0.5344, loss_cls: 3.4298, loss: 3.4298 2020-06-16 22:27:30,204 - mmaction - INFO - Epoch [8][2500/3134] lr: 0.01000, eta: 1 day, 23:57:53, time: 0.585, data_time: 0.005, memory: 8339, top1_acc: 0.2719, top5_acc: 0.5156, loss_cls: 3.4541, loss: 3.4541 2020-06-16 22:27:41,880 - mmaction - INFO - Epoch [8][2520/3134] lr: 0.01000, eta: 1 day, 23:57:39, time: 0.587, data_time: 0.006, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5219, loss_cls: 3.3594, loss: 3.3594 2020-06-16 22:27:53,580 - mmaction - INFO - Epoch [8][2540/3134] lr: 0.01000, eta: 1 day, 23:57:24, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.2719, top5_acc: 0.4813, loss_cls: 3.4494, loss: 3.4494 2020-06-16 22:28:05,264 - mmaction - INFO - Epoch [8][2560/3134] lr: 0.01000, eta: 1 day, 23:57:09, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5469, loss_cls: 3.4133, loss: 3.4133 2020-06-16 22:28:16,915 - mmaction - INFO - Epoch [8][2580/3134] lr: 0.01000, eta: 1 day, 23:56:53, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5219, loss_cls: 3.4133, loss: 3.4133 2020-06-16 22:28:28,614 - mmaction - INFO - Epoch [8][2600/3134] lr: 0.01000, eta: 1 day, 23:56:38, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.2437, top5_acc: 0.4906, loss_cls: 3.5458, loss: 3.5458 2020-06-16 22:28:40,366 - mmaction - INFO - Epoch [8][2620/3134] lr: 0.01000, eta: 1 day, 23:56:24, time: 0.586, data_time: 0.005, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5188, loss_cls: 3.5892, loss: 3.5892 2020-06-16 22:28:52,109 - mmaction - INFO - Epoch [8][2640/3134] lr: 0.01000, eta: 1 day, 23:56:09, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.2344, top5_acc: 0.5250, loss_cls: 3.3813, loss: 3.3813 2020-06-16 22:29:03,798 - mmaction - INFO - Epoch [8][2660/3134] lr: 0.01000, eta: 1 day, 23:55:55, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.2625, top5_acc: 0.5000, loss_cls: 3.5235, loss: 3.5235 2020-06-16 22:29:15,488 - mmaction - INFO - Epoch [8][2680/3134] lr: 0.01000, eta: 1 day, 23:55:39, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5906, loss_cls: 3.2280, loss: 3.2280 2020-06-16 22:29:27,225 - mmaction - INFO - Epoch [8][2700/3134] lr: 0.01000, eta: 1 day, 23:55:25, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.2375, top5_acc: 0.5000, loss_cls: 3.4986, loss: 3.4986 2020-06-16 22:29:38,847 - mmaction - INFO - Epoch [8][2720/3134] lr: 0.01000, eta: 1 day, 23:55:09, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5188, loss_cls: 3.4504, loss: 3.4504 2020-06-16 22:29:50,614 - mmaction - INFO - Epoch [8][2740/3134] lr: 0.01000, eta: 1 day, 23:54:55, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5594, loss_cls: 3.4044, loss: 3.4044 2020-06-16 22:30:02,353 - mmaction - INFO - Epoch [8][2760/3134] lr: 0.01000, eta: 1 day, 23:54:41, time: 0.588, data_time: 0.005, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5406, loss_cls: 3.3482, loss: 3.3482 2020-06-16 22:30:13,847 - mmaction - INFO - Epoch [8][2780/3134] lr: 0.01000, eta: 1 day, 23:54:24, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5125, loss_cls: 3.5404, loss: 3.5404 2020-06-16 22:30:25,500 - mmaction - INFO - Epoch [8][2800/3134] lr: 0.01000, eta: 1 day, 23:54:08, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.2625, top5_acc: 0.4813, loss_cls: 3.5686, loss: 3.5686 2020-06-16 22:30:37,072 - mmaction - INFO - Epoch [8][2820/3134] lr: 0.01000, eta: 1 day, 23:53:52, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.2750, top5_acc: 0.4875, loss_cls: 3.5577, loss: 3.5577 2020-06-16 22:30:48,857 - mmaction - INFO - Epoch [8][2840/3134] lr: 0.01000, eta: 1 day, 23:53:38, time: 0.588, data_time: 0.005, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5250, loss_cls: 3.3380, loss: 3.3380 2020-06-16 22:31:00,569 - mmaction - INFO - Epoch [8][2860/3134] lr: 0.01000, eta: 1 day, 23:53:23, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5437, loss_cls: 3.2876, loss: 3.2876 2020-06-16 22:31:12,206 - mmaction - INFO - Epoch [8][2880/3134] lr: 0.01000, eta: 1 day, 23:53:08, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.2656, top5_acc: 0.5125, loss_cls: 3.5932, loss: 3.5932 2020-06-16 22:31:23,994 - mmaction - INFO - Epoch [8][2900/3134] lr: 0.01000, eta: 1 day, 23:52:53, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5500, loss_cls: 3.3011, loss: 3.3011 2020-06-16 22:31:35,648 - mmaction - INFO - Epoch [8][2920/3134] lr: 0.01000, eta: 1 day, 23:52:39, time: 0.585, data_time: 0.005, memory: 8339, top1_acc: 0.2531, top5_acc: 0.4906, loss_cls: 3.5252, loss: 3.5252 2020-06-16 22:31:47,200 - mmaction - INFO - Epoch [8][2940/3134] lr: 0.01000, eta: 1 day, 23:52:22, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5344, loss_cls: 3.3053, loss: 3.3053 2020-06-16 22:31:58,975 - mmaction - INFO - Epoch [8][2960/3134] lr: 0.01000, eta: 1 day, 23:52:08, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5281, loss_cls: 3.3143, loss: 3.3143 2020-06-16 22:32:10,626 - mmaction - INFO - Epoch [8][2980/3134] lr: 0.01000, eta: 1 day, 23:51:53, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.2625, top5_acc: 0.5156, loss_cls: 3.4954, loss: 3.4954 2020-06-16 22:32:22,367 - mmaction - INFO - Epoch [8][3000/3134] lr: 0.01000, eta: 1 day, 23:51:38, time: 0.586, data_time: 0.000, memory: 8339, top1_acc: 0.2500, top5_acc: 0.5344, loss_cls: 3.4014, loss: 3.4014 2020-06-16 22:32:34,117 - mmaction - INFO - Epoch [8][3020/3134] lr: 0.01000, eta: 1 day, 23:51:24, time: 0.585, data_time: 0.005, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5531, loss_cls: 3.3470, loss: 3.3470 2020-06-16 22:32:45,809 - mmaction - INFO - Epoch [8][3040/3134] lr: 0.01000, eta: 1 day, 23:51:09, time: 0.588, data_time: 0.005, memory: 8339, top1_acc: 0.2687, top5_acc: 0.5156, loss_cls: 3.3667, loss: 3.3667 2020-06-16 22:32:57,481 - mmaction - INFO - Epoch [8][3060/3134] lr: 0.01000, eta: 1 day, 23:50:54, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.2687, top5_acc: 0.4938, loss_cls: 3.4030, loss: 3.4030 2020-06-16 22:33:09,347 - mmaction - INFO - Epoch [8][3080/3134] lr: 0.01000, eta: 1 day, 23:50:40, time: 0.589, data_time: 0.005, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5094, loss_cls: 3.4132, loss: 3.4132 2020-06-16 22:33:21,034 - mmaction - INFO - Epoch [8][3100/3134] lr: 0.01000, eta: 1 day, 23:50:27, time: 0.589, data_time: 0.007, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5531, loss_cls: 3.2639, loss: 3.2639 2020-06-16 22:33:32,635 - mmaction - INFO - Epoch [8][3120/3134] lr: 0.01000, eta: 1 day, 23:50:11, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5687, loss_cls: 3.1692, loss: 3.1692 2020-06-16 22:34:18,322 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-16 22:34:19,577 - mmaction - INFO - top1_acc 0.2200 top5_acc 0.4586 2020-06-16 22:34:19,600 - mmaction - INFO - Epoch [8][3134/3134] lr: 0.01000, top1_acc: 0.2200, top5_acc: 0.4586 2020-06-16 22:34:35,781 - mmaction - INFO - Epoch [9][20/3134] lr: 0.01000, eta: 1 day, 23:49:02, time: 0.805, data_time: 0.227, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5594, loss_cls: 3.2734, loss: 3.2734 2020-06-16 22:34:47,460 - mmaction - INFO - Epoch [9][40/3134] lr: 0.01000, eta: 1 day, 23:48:46, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5500, loss_cls: 3.2870, loss: 3.2870 2020-06-16 22:34:59,121 - mmaction - INFO - Epoch [9][60/3134] lr: 0.01000, eta: 1 day, 23:48:32, time: 0.587, data_time: 0.005, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5250, loss_cls: 3.2908, loss: 3.2908 2020-06-16 22:35:10,798 - mmaction - INFO - Epoch [9][80/3134] lr: 0.01000, eta: 1 day, 23:48:17, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5625, loss_cls: 3.2071, loss: 3.2071 2020-06-16 22:35:22,490 - mmaction - INFO - Epoch [9][100/3134] lr: 0.01000, eta: 1 day, 23:48:02, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5938, loss_cls: 3.1141, loss: 3.1141 2020-06-16 22:35:34,184 - mmaction - INFO - Epoch [9][120/3134] lr: 0.01000, eta: 1 day, 23:47:47, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5188, loss_cls: 3.3527, loss: 3.3527 2020-06-16 22:35:45,739 - mmaction - INFO - Epoch [9][140/3134] lr: 0.01000, eta: 1 day, 23:47:31, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.2156, top5_acc: 0.4750, loss_cls: 3.5697, loss: 3.5697 2020-06-16 22:35:57,454 - mmaction - INFO - Epoch [9][160/3134] lr: 0.01000, eta: 1 day, 23:47:16, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5656, loss_cls: 3.3209, loss: 3.3209 2020-06-16 22:36:09,356 - mmaction - INFO - Epoch [9][180/3134] lr: 0.01000, eta: 1 day, 23:47:02, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5375, loss_cls: 3.3536, loss: 3.3536 2020-06-16 22:36:21,001 - mmaction - INFO - Epoch [9][200/3134] lr: 0.01000, eta: 1 day, 23:46:49, time: 0.590, data_time: 0.008, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5250, loss_cls: 3.4712, loss: 3.4712 2020-06-16 22:36:32,655 - mmaction - INFO - Epoch [9][220/3134] lr: 0.01000, eta: 1 day, 23:46:34, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5344, loss_cls: 3.3094, loss: 3.3094 2020-06-16 22:36:44,378 - mmaction - INFO - Epoch [9][240/3134] lr: 0.01000, eta: 1 day, 23:46:19, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.2687, top5_acc: 0.5094, loss_cls: 3.4970, loss: 3.4970 2020-06-16 22:36:56,016 - mmaction - INFO - Epoch [9][260/3134] lr: 0.01000, eta: 1 day, 23:46:04, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5594, loss_cls: 3.2207, loss: 3.2207 2020-06-16 22:37:07,798 - mmaction - INFO - Epoch [9][280/3134] lr: 0.01000, eta: 1 day, 23:45:49, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5281, loss_cls: 3.3982, loss: 3.3982 2020-06-16 22:37:19,462 - mmaction - INFO - Epoch [9][300/3134] lr: 0.01000, eta: 1 day, 23:45:35, time: 0.586, data_time: 0.005, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5125, loss_cls: 3.3809, loss: 3.3809 2020-06-16 22:37:31,066 - mmaction - INFO - Epoch [9][320/3134] lr: 0.01000, eta: 1 day, 23:45:19, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5312, loss_cls: 3.3802, loss: 3.3802 2020-06-16 22:37:42,802 - mmaction - INFO - Epoch [9][340/3134] lr: 0.01000, eta: 1 day, 23:45:05, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5375, loss_cls: 3.3109, loss: 3.3109 2020-06-16 22:37:54,589 - mmaction - INFO - Epoch [9][360/3134] lr: 0.01000, eta: 1 day, 23:44:51, time: 0.590, data_time: 0.003, memory: 8339, top1_acc: 0.2562, top5_acc: 0.5062, loss_cls: 3.4478, loss: 3.4478 2020-06-16 22:38:06,295 - mmaction - INFO - Epoch [9][380/3134] lr: 0.01000, eta: 1 day, 23:44:37, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5687, loss_cls: 3.2284, loss: 3.2284 2020-06-16 22:38:18,028 - mmaction - INFO - Epoch [9][400/3134] lr: 0.01000, eta: 1 day, 23:44:22, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5344, loss_cls: 3.4778, loss: 3.4778 2020-06-16 22:38:29,738 - mmaction - INFO - Epoch [9][420/3134] lr: 0.01000, eta: 1 day, 23:44:08, time: 0.589, data_time: 0.004, memory: 8339, top1_acc: 0.2719, top5_acc: 0.5125, loss_cls: 3.5013, loss: 3.5013 2020-06-16 22:38:41,453 - mmaction - INFO - Epoch [9][440/3134] lr: 0.01000, eta: 1 day, 23:43:54, time: 0.586, data_time: 0.000, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5125, loss_cls: 3.4363, loss: 3.4363 2020-06-16 22:38:53,237 - mmaction - INFO - Epoch [9][460/3134] lr: 0.01000, eta: 1 day, 23:43:39, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5375, loss_cls: 3.2270, loss: 3.2270 2020-06-16 22:39:04,931 - mmaction - INFO - Epoch [9][480/3134] lr: 0.01000, eta: 1 day, 23:43:25, time: 0.587, data_time: 0.005, memory: 8339, top1_acc: 0.2562, top5_acc: 0.5437, loss_cls: 3.5090, loss: 3.5090 2020-06-16 22:39:16,565 - mmaction - INFO - Epoch [9][500/3134] lr: 0.01000, eta: 1 day, 23:43:10, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5437, loss_cls: 3.3045, loss: 3.3045 2020-06-16 22:39:28,276 - mmaction - INFO - Epoch [9][520/3134] lr: 0.01000, eta: 1 day, 23:42:56, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5406, loss_cls: 3.3542, loss: 3.3542 2020-06-16 22:39:39,991 - mmaction - INFO - Epoch [9][540/3134] lr: 0.01000, eta: 1 day, 23:42:41, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5375, loss_cls: 3.4805, loss: 3.4805 2020-06-16 22:39:51,645 - mmaction - INFO - Epoch [9][560/3134] lr: 0.01000, eta: 1 day, 23:42:26, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5250, loss_cls: 3.4372, loss: 3.4372 2020-06-16 22:40:03,424 - mmaction - INFO - Epoch [9][580/3134] lr: 0.01000, eta: 1 day, 23:42:12, time: 0.589, data_time: 0.001, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5563, loss_cls: 3.1571, loss: 3.1571 2020-06-16 22:40:15,056 - mmaction - INFO - Epoch [9][600/3134] lr: 0.01000, eta: 1 day, 23:41:57, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5656, loss_cls: 3.3769, loss: 3.3769 2020-06-16 22:40:26,735 - mmaction - INFO - Epoch [9][620/3134] lr: 0.01000, eta: 1 day, 23:41:42, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5406, loss_cls: 3.3944, loss: 3.3944 2020-06-16 22:40:38,480 - mmaction - INFO - Epoch [9][640/3134] lr: 0.01000, eta: 1 day, 23:41:28, time: 0.586, data_time: 0.005, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5375, loss_cls: 3.3135, loss: 3.3135 2020-06-16 22:40:50,185 - mmaction - INFO - Epoch [9][660/3134] lr: 0.01000, eta: 1 day, 23:41:13, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.2656, top5_acc: 0.5281, loss_cls: 3.4163, loss: 3.4163 2020-06-16 22:41:01,968 - mmaction - INFO - Epoch [9][680/3134] lr: 0.01000, eta: 1 day, 23:40:59, time: 0.589, data_time: 0.002, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5344, loss_cls: 3.3689, loss: 3.3689 2020-06-16 22:41:13,638 - mmaction - INFO - Epoch [9][700/3134] lr: 0.01000, eta: 1 day, 23:40:45, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5375, loss_cls: 3.3066, loss: 3.3066 2020-06-16 22:41:25,299 - mmaction - INFO - Epoch [9][720/3134] lr: 0.01000, eta: 1 day, 23:40:30, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5281, loss_cls: 3.4518, loss: 3.4518 2020-06-16 22:41:36,921 - mmaction - INFO - Epoch [9][740/3134] lr: 0.01000, eta: 1 day, 23:40:14, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.2531, top5_acc: 0.5375, loss_cls: 3.2891, loss: 3.2891 2020-06-16 22:41:48,584 - mmaction - INFO - Epoch [9][760/3134] lr: 0.01000, eta: 1 day, 23:39:59, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5719, loss_cls: 3.1769, loss: 3.1769 2020-06-16 22:42:00,307 - mmaction - INFO - Epoch [9][780/3134] lr: 0.01000, eta: 1 day, 23:39:45, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5156, loss_cls: 3.3732, loss: 3.3732 2020-06-16 22:42:11,910 - mmaction - INFO - Epoch [9][800/3134] lr: 0.01000, eta: 1 day, 23:39:29, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.2469, top5_acc: 0.5250, loss_cls: 3.4954, loss: 3.4954 2020-06-16 22:42:23,700 - mmaction - INFO - Epoch [9][820/3134] lr: 0.01000, eta: 1 day, 23:39:16, time: 0.590, data_time: 0.004, memory: 8339, top1_acc: 0.2687, top5_acc: 0.5250, loss_cls: 3.3851, loss: 3.3851 2020-06-16 22:42:35,344 - mmaction - INFO - Epoch [9][840/3134] lr: 0.01000, eta: 1 day, 23:39:01, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.2687, top5_acc: 0.5125, loss_cls: 3.4227, loss: 3.4227 2020-06-16 22:42:47,032 - mmaction - INFO - Epoch [9][860/3134] lr: 0.01000, eta: 1 day, 23:38:46, time: 0.583, data_time: 0.000, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5125, loss_cls: 3.5286, loss: 3.5286 2020-06-16 22:42:58,764 - mmaction - INFO - Epoch [9][880/3134] lr: 0.01000, eta: 1 day, 23:38:31, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5344, loss_cls: 3.3267, loss: 3.3267 2020-06-16 22:43:10,400 - mmaction - INFO - Epoch [9][900/3134] lr: 0.01000, eta: 1 day, 23:38:17, time: 0.587, data_time: 0.007, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5750, loss_cls: 3.2911, loss: 3.2911 2020-06-16 22:43:22,026 - mmaction - INFO - Epoch [9][920/3134] lr: 0.01000, eta: 1 day, 23:38:01, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5375, loss_cls: 3.3386, loss: 3.3386 2020-06-16 22:43:33,777 - mmaction - INFO - Epoch [9][940/3134] lr: 0.01000, eta: 1 day, 23:37:47, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5719, loss_cls: 3.2619, loss: 3.2619 2020-06-16 22:43:45,435 - mmaction - INFO - Epoch [9][960/3134] lr: 0.01000, eta: 1 day, 23:37:32, time: 0.585, data_time: 0.005, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5813, loss_cls: 3.2060, loss: 3.2060 2020-06-16 22:43:57,116 - mmaction - INFO - Epoch [9][980/3134] lr: 0.01000, eta: 1 day, 23:37:18, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5719, loss_cls: 3.1754, loss: 3.1754 2020-06-16 22:44:08,828 - mmaction - INFO - Epoch [9][1000/3134] lr: 0.01000, eta: 1 day, 23:37:03, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5625, loss_cls: 3.2742, loss: 3.2742 2020-06-16 22:44:20,566 - mmaction - INFO - Epoch [9][1020/3134] lr: 0.01000, eta: 1 day, 23:36:50, time: 0.588, data_time: 0.002, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5687, loss_cls: 3.2487, loss: 3.2487 2020-06-16 22:44:32,217 - mmaction - INFO - Epoch [9][1040/3134] lr: 0.01000, eta: 1 day, 23:36:34, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.2719, top5_acc: 0.5000, loss_cls: 3.5688, loss: 3.5688 2020-06-16 22:44:44,013 - mmaction - INFO - Epoch [9][1060/3134] lr: 0.01000, eta: 1 day, 23:36:20, time: 0.586, data_time: 0.005, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5500, loss_cls: 3.3270, loss: 3.3270 2020-06-16 22:44:55,726 - mmaction - INFO - Epoch [9][1080/3134] lr: 0.01000, eta: 1 day, 23:36:07, time: 0.590, data_time: 0.006, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5687, loss_cls: 3.2706, loss: 3.2706 2020-06-16 22:45:07,457 - mmaction - INFO - Epoch [9][1100/3134] lr: 0.01000, eta: 1 day, 23:35:52, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5531, loss_cls: 3.1609, loss: 3.1609 2020-06-16 22:45:19,058 - mmaction - INFO - Epoch [9][1120/3134] lr: 0.01000, eta: 1 day, 23:35:37, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5156, loss_cls: 3.4579, loss: 3.4579 2020-06-16 22:45:30,875 - mmaction - INFO - Epoch [9][1140/3134] lr: 0.01000, eta: 1 day, 23:35:24, time: 0.591, data_time: 0.001, memory: 8339, top1_acc: 0.2719, top5_acc: 0.5125, loss_cls: 3.5106, loss: 3.5106 2020-06-16 22:45:42,718 - mmaction - INFO - Epoch [9][1160/3134] lr: 0.01000, eta: 1 day, 23:35:10, time: 0.591, data_time: 0.004, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5250, loss_cls: 3.3565, loss: 3.3565 2020-06-16 22:45:54,403 - mmaction - INFO - Epoch [9][1180/3134] lr: 0.01000, eta: 1 day, 23:34:56, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5344, loss_cls: 3.2382, loss: 3.2382 2020-06-16 22:46:06,059 - mmaction - INFO - Epoch [9][1200/3134] lr: 0.01000, eta: 1 day, 23:34:41, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.2625, top5_acc: 0.5281, loss_cls: 3.4552, loss: 3.4552 2020-06-16 22:46:17,883 - mmaction - INFO - Epoch [9][1220/3134] lr: 0.01000, eta: 1 day, 23:34:28, time: 0.590, data_time: 0.004, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5125, loss_cls: 3.3813, loss: 3.3813 2020-06-16 22:46:29,609 - mmaction - INFO - Epoch [9][1240/3134] lr: 0.01000, eta: 1 day, 23:34:13, time: 0.582, data_time: 0.005, memory: 8339, top1_acc: 0.2437, top5_acc: 0.5125, loss_cls: 3.5575, loss: 3.5575 2020-06-16 22:46:41,353 - mmaction - INFO - Epoch [9][1260/3134] lr: 0.01000, eta: 1 day, 23:34:00, time: 0.592, data_time: 0.007, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5563, loss_cls: 3.1955, loss: 3.1955 2020-06-16 22:46:52,954 - mmaction - INFO - Epoch [9][1280/3134] lr: 0.01000, eta: 1 day, 23:33:45, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5250, loss_cls: 3.4429, loss: 3.4429 2020-06-16 22:47:04,853 - mmaction - INFO - Epoch [9][1300/3134] lr: 0.01000, eta: 1 day, 23:33:32, time: 0.593, data_time: 0.005, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5375, loss_cls: 3.3549, loss: 3.3549 2020-06-16 22:47:16,583 - mmaction - INFO - Epoch [9][1320/3134] lr: 0.01000, eta: 1 day, 23:33:18, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5437, loss_cls: 3.2710, loss: 3.2710 2020-06-16 22:47:28,228 - mmaction - INFO - Epoch [9][1340/3134] lr: 0.01000, eta: 1 day, 23:33:03, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3625, top5_acc: 0.5875, loss_cls: 3.0708, loss: 3.0708 2020-06-16 22:47:39,954 - mmaction - INFO - Epoch [9][1360/3134] lr: 0.01000, eta: 1 day, 23:32:49, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.2531, top5_acc: 0.5188, loss_cls: 3.5404, loss: 3.5404 2020-06-16 22:47:51,627 - mmaction - INFO - Epoch [9][1380/3134] lr: 0.01000, eta: 1 day, 23:32:34, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5406, loss_cls: 3.2667, loss: 3.2667 2020-06-16 22:48:03,170 - mmaction - INFO - Epoch [9][1400/3134] lr: 0.01000, eta: 1 day, 23:32:18, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.2500, top5_acc: 0.4688, loss_cls: 3.5971, loss: 3.5971 2020-06-16 22:48:17,900 - mmaction - INFO - Epoch [9][1420/3134] lr: 0.01000, eta: 1 day, 23:32:36, time: 0.734, data_time: 0.005, memory: 8339, top1_acc: 0.2375, top5_acc: 0.5031, loss_cls: 3.6026, loss: 3.6026 2020-06-16 22:48:29,587 - mmaction - INFO - Epoch [9][1440/3134] lr: 0.01000, eta: 1 day, 23:32:22, time: 0.586, data_time: 0.005, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5500, loss_cls: 3.2481, loss: 3.2481 2020-06-16 22:48:41,197 - mmaction - INFO - Epoch [9][1460/3134] lr: 0.01000, eta: 1 day, 23:32:07, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5500, loss_cls: 3.2613, loss: 3.2613 2020-06-16 22:48:52,860 - mmaction - INFO - Epoch [9][1480/3134] lr: 0.01000, eta: 1 day, 23:31:51, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5219, loss_cls: 3.2741, loss: 3.2741 2020-06-16 22:49:04,521 - mmaction - INFO - Epoch [9][1500/3134] lr: 0.01000, eta: 1 day, 23:31:37, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.2781, top5_acc: 0.4906, loss_cls: 3.4544, loss: 3.4544 2020-06-16 22:49:16,117 - mmaction - INFO - Epoch [9][1520/3134] lr: 0.01000, eta: 1 day, 23:31:21, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5375, loss_cls: 3.3677, loss: 3.3677 2020-06-16 22:49:27,911 - mmaction - INFO - Epoch [9][1540/3134] lr: 0.01000, eta: 1 day, 23:31:08, time: 0.589, data_time: 0.003, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5687, loss_cls: 3.2611, loss: 3.2611 2020-06-16 22:49:39,606 - mmaction - INFO - Epoch [9][1560/3134] lr: 0.01000, eta: 1 day, 23:30:53, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5375, loss_cls: 3.3082, loss: 3.3082 2020-06-16 22:49:51,284 - mmaction - INFO - Epoch [9][1580/3134] lr: 0.01000, eta: 1 day, 23:30:39, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5375, loss_cls: 3.2722, loss: 3.2722 2020-06-16 22:50:03,009 - mmaction - INFO - Epoch [9][1600/3134] lr: 0.01000, eta: 1 day, 23:30:25, time: 0.587, data_time: 0.005, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5156, loss_cls: 3.4071, loss: 3.4071 2020-06-16 22:50:14,637 - mmaction - INFO - Epoch [9][1620/3134] lr: 0.01000, eta: 1 day, 23:30:10, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5500, loss_cls: 3.2272, loss: 3.2272 2020-06-16 22:50:26,266 - mmaction - INFO - Epoch [9][1640/3134] lr: 0.01000, eta: 1 day, 23:29:54, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.2719, top5_acc: 0.5094, loss_cls: 3.3922, loss: 3.3922 2020-06-16 22:50:37,968 - mmaction - INFO - Epoch [9][1660/3134] lr: 0.01000, eta: 1 day, 23:29:39, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5469, loss_cls: 3.3462, loss: 3.3462 2020-06-16 22:50:49,675 - mmaction - INFO - Epoch [9][1680/3134] lr: 0.01000, eta: 1 day, 23:29:26, time: 0.589, data_time: 0.006, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5344, loss_cls: 3.2610, loss: 3.2610 2020-06-16 22:51:01,362 - mmaction - INFO - Epoch [9][1700/3134] lr: 0.01000, eta: 1 day, 23:29:11, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5125, loss_cls: 3.3879, loss: 3.3879 2020-06-16 22:51:13,161 - mmaction - INFO - Epoch [9][1720/3134] lr: 0.01000, eta: 1 day, 23:28:58, time: 0.590, data_time: 0.005, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5062, loss_cls: 3.4275, loss: 3.4275 2020-06-16 22:51:24,985 - mmaction - INFO - Epoch [9][1740/3134] lr: 0.01000, eta: 1 day, 23:28:45, time: 0.592, data_time: 0.002, memory: 8339, top1_acc: 0.2531, top5_acc: 0.5031, loss_cls: 3.5807, loss: 3.5807 2020-06-16 22:51:36,639 - mmaction - INFO - Epoch [9][1760/3134] lr: 0.01000, eta: 1 day, 23:28:30, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5563, loss_cls: 3.3599, loss: 3.3599 2020-06-16 22:51:48,482 - mmaction - INFO - Epoch [9][1780/3134] lr: 0.01000, eta: 1 day, 23:28:17, time: 0.592, data_time: 0.004, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5156, loss_cls: 3.3798, loss: 3.3798 2020-06-16 22:52:00,164 - mmaction - INFO - Epoch [9][1800/3134] lr: 0.01000, eta: 1 day, 23:28:03, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5250, loss_cls: 3.3364, loss: 3.3364 2020-06-16 22:52:11,806 - mmaction - INFO - Epoch [9][1820/3134] lr: 0.01000, eta: 1 day, 23:27:47, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.2562, top5_acc: 0.5281, loss_cls: 3.4593, loss: 3.4593 2020-06-16 22:52:23,450 - mmaction - INFO - Epoch [9][1840/3134] lr: 0.01000, eta: 1 day, 23:27:32, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5375, loss_cls: 3.3668, loss: 3.3668 2020-06-16 22:52:35,198 - mmaction - INFO - Epoch [9][1860/3134] lr: 0.01000, eta: 1 day, 23:27:19, time: 0.590, data_time: 0.004, memory: 8339, top1_acc: 0.2562, top5_acc: 0.4969, loss_cls: 3.4940, loss: 3.4940 2020-06-16 22:52:46,873 - mmaction - INFO - Epoch [9][1880/3134] lr: 0.01000, eta: 1 day, 23:27:04, time: 0.582, data_time: 0.000, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5250, loss_cls: 3.3467, loss: 3.3467 2020-06-16 22:52:58,665 - mmaction - INFO - Epoch [9][1900/3134] lr: 0.01000, eta: 1 day, 23:26:50, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5094, loss_cls: 3.4779, loss: 3.4779 2020-06-16 22:53:10,408 - mmaction - INFO - Epoch [9][1920/3134] lr: 0.01000, eta: 1 day, 23:26:37, time: 0.591, data_time: 0.005, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5625, loss_cls: 3.2498, loss: 3.2498 2020-06-16 22:53:22,039 - mmaction - INFO - Epoch [9][1940/3134] lr: 0.01000, eta: 1 day, 23:26:22, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5687, loss_cls: 3.1820, loss: 3.1820 2020-06-16 22:53:33,748 - mmaction - INFO - Epoch [9][1960/3134] lr: 0.01000, eta: 1 day, 23:26:07, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.2375, top5_acc: 0.5219, loss_cls: 3.4269, loss: 3.4269 2020-06-16 22:53:45,393 - mmaction - INFO - Epoch [9][1980/3134] lr: 0.01000, eta: 1 day, 23:25:53, time: 0.585, data_time: 0.005, memory: 8339, top1_acc: 0.2625, top5_acc: 0.4719, loss_cls: 3.7058, loss: 3.7058 2020-06-16 22:53:56,975 - mmaction - INFO - Epoch [9][2000/3134] lr: 0.01000, eta: 1 day, 23:25:37, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5219, loss_cls: 3.2519, loss: 3.2519 2020-06-16 22:54:08,604 - mmaction - INFO - Epoch [9][2020/3134] lr: 0.01000, eta: 1 day, 23:25:22, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.2500, top5_acc: 0.5094, loss_cls: 3.4238, loss: 3.4238 2020-06-16 22:54:20,378 - mmaction - INFO - Epoch [9][2040/3134] lr: 0.01000, eta: 1 day, 23:25:08, time: 0.589, data_time: 0.003, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5344, loss_cls: 3.2416, loss: 3.2416 2020-06-16 22:54:31,993 - mmaction - INFO - Epoch [9][2060/3134] lr: 0.01000, eta: 1 day, 23:24:53, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.2406, top5_acc: 0.5000, loss_cls: 3.5350, loss: 3.5350 2020-06-16 22:54:43,698 - mmaction - INFO - Epoch [9][2080/3134] lr: 0.01000, eta: 1 day, 23:24:39, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.2594, top5_acc: 0.4844, loss_cls: 3.5818, loss: 3.5818 2020-06-16 22:54:55,411 - mmaction - INFO - Epoch [9][2100/3134] lr: 0.01000, eta: 1 day, 23:24:25, time: 0.588, data_time: 0.005, memory: 8339, top1_acc: 0.2687, top5_acc: 0.5625, loss_cls: 3.2898, loss: 3.2898 2020-06-16 22:55:07,034 - mmaction - INFO - Epoch [9][2120/3134] lr: 0.01000, eta: 1 day, 23:24:10, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3219, top5_acc: 0.6031, loss_cls: 3.2434, loss: 3.2434 2020-06-16 22:55:18,646 - mmaction - INFO - Epoch [9][2140/3134] lr: 0.01000, eta: 1 day, 23:23:55, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5125, loss_cls: 3.3939, loss: 3.3939 2020-06-16 22:55:30,355 - mmaction - INFO - Epoch [9][2160/3134] lr: 0.01000, eta: 1 day, 23:23:40, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5188, loss_cls: 3.3162, loss: 3.3162 2020-06-16 22:55:42,077 - mmaction - INFO - Epoch [9][2180/3134] lr: 0.01000, eta: 1 day, 23:23:26, time: 0.587, data_time: 0.005, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5406, loss_cls: 3.3977, loss: 3.3977 2020-06-16 22:55:53,713 - mmaction - INFO - Epoch [9][2200/3134] lr: 0.01000, eta: 1 day, 23:23:11, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5406, loss_cls: 3.2099, loss: 3.2099 2020-06-16 22:56:05,468 - mmaction - INFO - Epoch [9][2220/3134] lr: 0.01000, eta: 1 day, 23:22:57, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5687, loss_cls: 3.3173, loss: 3.3173 2020-06-16 22:56:17,233 - mmaction - INFO - Epoch [9][2240/3134] lr: 0.01000, eta: 1 day, 23:22:44, time: 0.589, data_time: 0.005, memory: 8339, top1_acc: 0.3688, top5_acc: 0.5594, loss_cls: 3.0737, loss: 3.0737 2020-06-16 22:56:28,933 - mmaction - INFO - Epoch [9][2260/3134] lr: 0.01000, eta: 1 day, 23:22:30, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5687, loss_cls: 3.1654, loss: 3.1654 2020-06-16 22:56:40,588 - mmaction - INFO - Epoch [9][2280/3134] lr: 0.01000, eta: 1 day, 23:22:15, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.2906, top5_acc: 0.6031, loss_cls: 3.1882, loss: 3.1882 2020-06-16 22:56:52,345 - mmaction - INFO - Epoch [9][2300/3134] lr: 0.01000, eta: 1 day, 23:22:01, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5813, loss_cls: 3.1619, loss: 3.1619 2020-06-16 22:57:04,068 - mmaction - INFO - Epoch [9][2320/3134] lr: 0.01000, eta: 1 day, 23:21:47, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5594, loss_cls: 3.2310, loss: 3.2310 2020-06-16 22:57:15,686 - mmaction - INFO - Epoch [9][2340/3134] lr: 0.01000, eta: 1 day, 23:21:32, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5375, loss_cls: 3.4746, loss: 3.4746 2020-06-16 22:57:27,381 - mmaction - INFO - Epoch [9][2360/3134] lr: 0.01000, eta: 1 day, 23:21:17, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5437, loss_cls: 3.3707, loss: 3.3707 2020-06-16 22:57:39,144 - mmaction - INFO - Epoch [9][2380/3134] lr: 0.01000, eta: 1 day, 23:21:05, time: 0.592, data_time: 0.005, memory: 8339, top1_acc: 0.2719, top5_acc: 0.5375, loss_cls: 3.3779, loss: 3.3779 2020-06-16 22:57:50,804 - mmaction - INFO - Epoch [9][2400/3134] lr: 0.01000, eta: 1 day, 23:20:49, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5437, loss_cls: 3.4496, loss: 3.4496 2020-06-16 22:58:02,386 - mmaction - INFO - Epoch [9][2420/3134] lr: 0.01000, eta: 1 day, 23:20:34, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5437, loss_cls: 3.4299, loss: 3.4299 2020-06-16 22:58:13,942 - mmaction - INFO - Epoch [9][2440/3134] lr: 0.01000, eta: 1 day, 23:20:19, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5437, loss_cls: 3.2194, loss: 3.2194 2020-06-16 22:58:25,683 - mmaction - INFO - Epoch [9][2460/3134] lr: 0.01000, eta: 1 day, 23:20:05, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5375, loss_cls: 3.3455, loss: 3.3455 2020-06-16 22:58:37,499 - mmaction - INFO - Epoch [9][2480/3134] lr: 0.01000, eta: 1 day, 23:19:51, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.2656, top5_acc: 0.5469, loss_cls: 3.3096, loss: 3.3096 2020-06-16 22:58:49,138 - mmaction - INFO - Epoch [9][2500/3134] lr: 0.01000, eta: 1 day, 23:19:37, time: 0.587, data_time: 0.006, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5125, loss_cls: 3.4081, loss: 3.4081 2020-06-16 22:59:00,768 - mmaction - INFO - Epoch [9][2520/3134] lr: 0.01000, eta: 1 day, 23:19:22, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5656, loss_cls: 3.2719, loss: 3.2719 2020-06-16 22:59:12,565 - mmaction - INFO - Epoch [9][2540/3134] lr: 0.01000, eta: 1 day, 23:19:08, time: 0.589, data_time: 0.004, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5094, loss_cls: 3.3773, loss: 3.3773 2020-06-16 22:59:25,322 - mmaction - INFO - Epoch [9][2560/3134] lr: 0.01000, eta: 1 day, 23:19:05, time: 0.640, data_time: 0.006, memory: 8339, top1_acc: 0.2656, top5_acc: 0.4875, loss_cls: 3.5262, loss: 3.5262 2020-06-16 22:59:37,022 - mmaction - INFO - Epoch [9][2580/3134] lr: 0.01000, eta: 1 day, 23:18:51, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5813, loss_cls: 3.2627, loss: 3.2627 2020-06-16 22:59:48,864 - mmaction - INFO - Epoch [9][2600/3134] lr: 0.01000, eta: 1 day, 23:18:38, time: 0.591, data_time: 0.005, memory: 8339, top1_acc: 0.2531, top5_acc: 0.4875, loss_cls: 3.6107, loss: 3.6107 2020-06-16 23:00:00,597 - mmaction - INFO - Epoch [9][2620/3134] lr: 0.01000, eta: 1 day, 23:18:24, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5437, loss_cls: 3.3124, loss: 3.3124 2020-06-16 23:00:13,629 - mmaction - INFO - Epoch [9][2640/3134] lr: 0.01000, eta: 1 day, 23:18:21, time: 0.638, data_time: 0.002, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5219, loss_cls: 3.3076, loss: 3.3076 2020-06-16 23:00:25,416 - mmaction - INFO - Epoch [9][2660/3134] lr: 0.01000, eta: 1 day, 23:18:11, time: 0.603, data_time: 0.019, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5156, loss_cls: 3.4399, loss: 3.4399 2020-06-16 23:00:39,300 - mmaction - INFO - Epoch [9][2680/3134] lr: 0.01000, eta: 1 day, 23:18:19, time: 0.694, data_time: 0.002, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5000, loss_cls: 3.4250, loss: 3.4250 2020-06-16 23:00:52,440 - mmaction - INFO - Epoch [9][2700/3134] lr: 0.01000, eta: 1 day, 23:18:19, time: 0.656, data_time: 0.007, memory: 8339, top1_acc: 0.2719, top5_acc: 0.5406, loss_cls: 3.3351, loss: 3.3351 2020-06-16 23:01:04,149 - mmaction - INFO - Epoch [9][2720/3134] lr: 0.01000, eta: 1 day, 23:18:05, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5094, loss_cls: 3.4617, loss: 3.4617 2020-06-16 23:01:15,725 - mmaction - INFO - Epoch [9][2740/3134] lr: 0.01000, eta: 1 day, 23:17:50, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5375, loss_cls: 3.5024, loss: 3.5024 2020-06-16 23:01:27,470 - mmaction - INFO - Epoch [9][2760/3134] lr: 0.01000, eta: 1 day, 23:17:35, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.2687, top5_acc: 0.5844, loss_cls: 3.2958, loss: 3.2958 2020-06-16 23:01:39,099 - mmaction - INFO - Epoch [9][2780/3134] lr: 0.01000, eta: 1 day, 23:17:21, time: 0.586, data_time: 0.006, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5312, loss_cls: 3.3218, loss: 3.3218 2020-06-16 23:01:50,709 - mmaction - INFO - Epoch [9][2800/3134] lr: 0.01000, eta: 1 day, 23:17:06, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5469, loss_cls: 3.2718, loss: 3.2718 2020-06-16 23:02:02,432 - mmaction - INFO - Epoch [9][2820/3134] lr: 0.01000, eta: 1 day, 23:16:52, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5719, loss_cls: 3.2924, loss: 3.2924 2020-06-16 23:02:14,171 - mmaction - INFO - Epoch [9][2840/3134] lr: 0.01000, eta: 1 day, 23:16:38, time: 0.588, data_time: 0.002, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5188, loss_cls: 3.3485, loss: 3.3485 2020-06-16 23:02:25,709 - mmaction - INFO - Epoch [9][2860/3134] lr: 0.01000, eta: 1 day, 23:16:22, time: 0.576, data_time: 0.000, memory: 8339, top1_acc: 0.2437, top5_acc: 0.4969, loss_cls: 3.5779, loss: 3.5779 2020-06-16 23:02:37,449 - mmaction - INFO - Epoch [9][2880/3134] lr: 0.01000, eta: 1 day, 23:16:08, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5312, loss_cls: 3.3360, loss: 3.3360 2020-06-16 23:02:49,170 - mmaction - INFO - Epoch [9][2900/3134] lr: 0.01000, eta: 1 day, 23:15:55, time: 0.589, data_time: 0.005, memory: 8339, top1_acc: 0.2531, top5_acc: 0.5188, loss_cls: 3.4436, loss: 3.4436 2020-06-16 23:03:00,866 - mmaction - INFO - Epoch [9][2920/3134] lr: 0.01000, eta: 1 day, 23:15:40, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5813, loss_cls: 3.1525, loss: 3.1525 2020-06-16 23:03:12,577 - mmaction - INFO - Epoch [9][2940/3134] lr: 0.01000, eta: 1 day, 23:15:26, time: 0.585, data_time: 0.005, memory: 8339, top1_acc: 0.2437, top5_acc: 0.5406, loss_cls: 3.5510, loss: 3.5510 2020-06-16 23:03:24,293 - mmaction - INFO - Epoch [9][2960/3134] lr: 0.01000, eta: 1 day, 23:15:12, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5406, loss_cls: 3.3793, loss: 3.3793 2020-06-16 23:03:36,003 - mmaction - INFO - Epoch [9][2980/3134] lr: 0.01000, eta: 1 day, 23:14:58, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5281, loss_cls: 3.4784, loss: 3.4784 2020-06-16 23:03:47,629 - mmaction - INFO - Epoch [9][3000/3134] lr: 0.01000, eta: 1 day, 23:14:43, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.2656, top5_acc: 0.4844, loss_cls: 3.5706, loss: 3.5706 2020-06-16 23:03:59,240 - mmaction - INFO - Epoch [9][3020/3134] lr: 0.01000, eta: 1 day, 23:14:28, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.2469, top5_acc: 0.5250, loss_cls: 3.4469, loss: 3.4469 2020-06-16 23:04:11,044 - mmaction - INFO - Epoch [9][3040/3134] lr: 0.01000, eta: 1 day, 23:14:14, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.2719, top5_acc: 0.4844, loss_cls: 3.5330, loss: 3.5330 2020-06-16 23:04:22,664 - mmaction - INFO - Epoch [9][3060/3134] lr: 0.01000, eta: 1 day, 23:14:00, time: 0.586, data_time: 0.006, memory: 8339, top1_acc: 0.2656, top5_acc: 0.5031, loss_cls: 3.2905, loss: 3.2905 2020-06-16 23:04:34,245 - mmaction - INFO - Epoch [9][3080/3134] lr: 0.01000, eta: 1 day, 23:13:45, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5531, loss_cls: 3.3435, loss: 3.3435 2020-06-16 23:04:45,980 - mmaction - INFO - Epoch [9][3100/3134] lr: 0.01000, eta: 1 day, 23:13:31, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5375, loss_cls: 3.3071, loss: 3.3071 2020-06-16 23:04:57,680 - mmaction - INFO - Epoch [9][3120/3134] lr: 0.01000, eta: 1 day, 23:13:16, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5281, loss_cls: 3.4338, loss: 3.4338 2020-06-16 23:05:41,293 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-16 23:05:42,546 - mmaction - INFO - top1_acc 0.2196 top5_acc 0.4582 2020-06-16 23:05:42,563 - mmaction - INFO - Epoch [9][3134/3134] lr: 0.01000, top1_acc: 0.2196, top5_acc: 0.4582 2020-06-16 23:05:58,381 - mmaction - INFO - Epoch [10][20/3134] lr: 0.01000, eta: 1 day, 23:12:11, time: 0.790, data_time: 0.210, memory: 8339, top1_acc: 0.2687, top5_acc: 0.5188, loss_cls: 3.4034, loss: 3.4034 2020-06-16 23:06:10,120 - mmaction - INFO - Epoch [10][40/3134] lr: 0.01000, eta: 1 day, 23:11:57, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5813, loss_cls: 3.3048, loss: 3.3048 2020-06-16 23:06:21,822 - mmaction - INFO - Epoch [10][60/3134] lr: 0.01000, eta: 1 day, 23:11:43, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5844, loss_cls: 3.2609, loss: 3.2609 2020-06-16 23:06:33,541 - mmaction - INFO - Epoch [10][80/3134] lr: 0.01000, eta: 1 day, 23:11:29, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5281, loss_cls: 3.3243, loss: 3.3243 2020-06-16 23:06:45,210 - mmaction - INFO - Epoch [10][100/3134] lr: 0.01000, eta: 1 day, 23:11:14, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5594, loss_cls: 3.2483, loss: 3.2483 2020-06-16 23:06:56,864 - mmaction - INFO - Epoch [10][120/3134] lr: 0.01000, eta: 1 day, 23:11:00, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5656, loss_cls: 3.3677, loss: 3.3677 2020-06-16 23:07:08,489 - mmaction - INFO - Epoch [10][140/3134] lr: 0.01000, eta: 1 day, 23:10:45, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.2500, top5_acc: 0.5219, loss_cls: 3.4747, loss: 3.4747 2020-06-16 23:07:20,277 - mmaction - INFO - Epoch [10][160/3134] lr: 0.01000, eta: 1 day, 23:10:32, time: 0.589, data_time: 0.004, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5437, loss_cls: 3.3343, loss: 3.3343 2020-06-16 23:07:31,977 - mmaction - INFO - Epoch [10][180/3134] lr: 0.01000, eta: 1 day, 23:10:18, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5750, loss_cls: 3.2290, loss: 3.2290 2020-06-16 23:07:43,576 - mmaction - INFO - Epoch [10][200/3134] lr: 0.01000, eta: 1 day, 23:10:03, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5531, loss_cls: 3.2818, loss: 3.2818 2020-06-16 23:07:55,270 - mmaction - INFO - Epoch [10][220/3134] lr: 0.01000, eta: 1 day, 23:09:48, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.2531, top5_acc: 0.4875, loss_cls: 3.6018, loss: 3.6018 2020-06-16 23:08:06,919 - mmaction - INFO - Epoch [10][240/3134] lr: 0.01000, eta: 1 day, 23:09:34, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5094, loss_cls: 3.4851, loss: 3.4851 2020-06-16 23:08:18,621 - mmaction - INFO - Epoch [10][260/3134] lr: 0.01000, eta: 1 day, 23:09:20, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5250, loss_cls: 3.3633, loss: 3.3633 2020-06-16 23:08:30,344 - mmaction - INFO - Epoch [10][280/3134] lr: 0.01000, eta: 1 day, 23:09:06, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5719, loss_cls: 3.2056, loss: 3.2056 2020-06-16 23:08:41,994 - mmaction - INFO - Epoch [10][300/3134] lr: 0.01000, eta: 1 day, 23:08:52, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5531, loss_cls: 3.2267, loss: 3.2267 2020-06-16 23:08:53,728 - mmaction - INFO - Epoch [10][320/3134] lr: 0.01000, eta: 1 day, 23:08:37, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.2594, top5_acc: 0.5250, loss_cls: 3.4877, loss: 3.4877 2020-06-16 23:09:05,382 - mmaction - INFO - Epoch [10][340/3134] lr: 0.01000, eta: 1 day, 23:08:23, time: 0.586, data_time: 0.005, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5938, loss_cls: 3.0796, loss: 3.0796 2020-06-16 23:09:16,943 - mmaction - INFO - Epoch [10][360/3134] lr: 0.01000, eta: 1 day, 23:08:08, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.2656, top5_acc: 0.5125, loss_cls: 3.3205, loss: 3.3205 2020-06-16 23:09:28,685 - mmaction - INFO - Epoch [10][380/3134] lr: 0.01000, eta: 1 day, 23:07:54, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5469, loss_cls: 3.2981, loss: 3.2981 2020-06-16 23:09:40,323 - mmaction - INFO - Epoch [10][400/3134] lr: 0.01000, eta: 1 day, 23:07:39, time: 0.584, data_time: 0.005, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5531, loss_cls: 3.2887, loss: 3.2887 2020-06-16 23:09:51,937 - mmaction - INFO - Epoch [10][420/3134] lr: 0.01000, eta: 1 day, 23:07:24, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.2719, top5_acc: 0.5000, loss_cls: 3.4983, loss: 3.4983 2020-06-16 23:10:03,593 - mmaction - INFO - Epoch [10][440/3134] lr: 0.01000, eta: 1 day, 23:07:10, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5531, loss_cls: 3.3017, loss: 3.3017 2020-06-16 23:10:15,442 - mmaction - INFO - Epoch [10][460/3134] lr: 0.01000, eta: 1 day, 23:06:57, time: 0.591, data_time: 0.002, memory: 8339, top1_acc: 0.2719, top5_acc: 0.5312, loss_cls: 3.3663, loss: 3.3663 2020-06-16 23:10:27,097 - mmaction - INFO - Epoch [10][480/3134] lr: 0.01000, eta: 1 day, 23:06:43, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5125, loss_cls: 3.3888, loss: 3.3888 2020-06-16 23:10:38,655 - mmaction - INFO - Epoch [10][500/3134] lr: 0.01000, eta: 1 day, 23:06:28, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5563, loss_cls: 3.2971, loss: 3.2971 2020-06-16 23:10:50,416 - mmaction - INFO - Epoch [10][520/3134] lr: 0.01000, eta: 1 day, 23:06:14, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5312, loss_cls: 3.2733, loss: 3.2733 2020-06-16 23:11:02,192 - mmaction - INFO - Epoch [10][540/3134] lr: 0.01000, eta: 1 day, 23:06:01, time: 0.591, data_time: 0.005, memory: 8339, top1_acc: 0.2562, top5_acc: 0.5312, loss_cls: 3.4319, loss: 3.4319 2020-06-16 23:11:13,822 - mmaction - INFO - Epoch [10][560/3134] lr: 0.01000, eta: 1 day, 23:05:46, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5781, loss_cls: 3.2388, loss: 3.2388 2020-06-16 23:11:25,592 - mmaction - INFO - Epoch [10][580/3134] lr: 0.01000, eta: 1 day, 23:05:32, time: 0.585, data_time: 0.005, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5375, loss_cls: 3.3579, loss: 3.3579 2020-06-16 23:11:37,300 - mmaction - INFO - Epoch [10][600/3134] lr: 0.01000, eta: 1 day, 23:05:19, time: 0.589, data_time: 0.006, memory: 8339, top1_acc: 0.2562, top5_acc: 0.5156, loss_cls: 3.4947, loss: 3.4947 2020-06-16 23:11:48,927 - mmaction - INFO - Epoch [10][620/3134] lr: 0.01000, eta: 1 day, 23:05:04, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5250, loss_cls: 3.3990, loss: 3.3990 2020-06-16 23:12:00,576 - mmaction - INFO - Epoch [10][640/3134] lr: 0.01000, eta: 1 day, 23:04:49, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.2562, top5_acc: 0.5031, loss_cls: 3.5010, loss: 3.5010 2020-06-16 23:12:12,256 - mmaction - INFO - Epoch [10][660/3134] lr: 0.01000, eta: 1 day, 23:04:35, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5188, loss_cls: 3.3723, loss: 3.3723 2020-06-16 23:12:23,849 - mmaction - INFO - Epoch [10][680/3134] lr: 0.01000, eta: 1 day, 23:04:20, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5687, loss_cls: 3.1643, loss: 3.1643 2020-06-16 23:12:35,552 - mmaction - INFO - Epoch [10][700/3134] lr: 0.01000, eta: 1 day, 23:04:06, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.2719, top5_acc: 0.5250, loss_cls: 3.3674, loss: 3.3674 2020-06-16 23:12:47,304 - mmaction - INFO - Epoch [10][720/3134] lr: 0.01000, eta: 1 day, 23:03:53, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.2594, top5_acc: 0.5250, loss_cls: 3.4262, loss: 3.4262 2020-06-16 23:12:58,958 - mmaction - INFO - Epoch [10][740/3134] lr: 0.01000, eta: 1 day, 23:03:38, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5500, loss_cls: 3.3154, loss: 3.3154 2020-06-16 23:13:10,692 - mmaction - INFO - Epoch [10][760/3134] lr: 0.01000, eta: 1 day, 23:03:24, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.2656, top5_acc: 0.5188, loss_cls: 3.5230, loss: 3.5230 2020-06-16 23:13:22,323 - mmaction - INFO - Epoch [10][780/3134] lr: 0.01000, eta: 1 day, 23:03:10, time: 0.585, data_time: 0.005, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5531, loss_cls: 3.2428, loss: 3.2428 2020-06-16 23:13:34,001 - mmaction - INFO - Epoch [10][800/3134] lr: 0.01000, eta: 1 day, 23:02:56, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5406, loss_cls: 3.2030, loss: 3.2030 2020-06-16 23:13:45,802 - mmaction - INFO - Epoch [10][820/3134] lr: 0.01000, eta: 1 day, 23:02:42, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5625, loss_cls: 3.1198, loss: 3.1198 2020-06-16 23:13:57,531 - mmaction - INFO - Epoch [10][840/3134] lr: 0.01000, eta: 1 day, 23:02:29, time: 0.590, data_time: 0.006, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5656, loss_cls: 3.2679, loss: 3.2679 2020-06-16 23:14:09,193 - mmaction - INFO - Epoch [10][860/3134] lr: 0.01000, eta: 1 day, 23:02:15, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5406, loss_cls: 3.3529, loss: 3.3529 2020-06-16 23:14:20,848 - mmaction - INFO - Epoch [10][880/3134] lr: 0.01000, eta: 1 day, 23:02:00, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5687, loss_cls: 3.2023, loss: 3.2023 2020-06-16 23:14:32,490 - mmaction - INFO - Epoch [10][900/3134] lr: 0.01000, eta: 1 day, 23:01:46, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5250, loss_cls: 3.3200, loss: 3.3200 2020-06-16 23:14:44,291 - mmaction - INFO - Epoch [10][920/3134] lr: 0.01000, eta: 1 day, 23:01:33, time: 0.589, data_time: 0.001, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5781, loss_cls: 3.2616, loss: 3.2616 2020-06-16 23:14:56,009 - mmaction - INFO - Epoch [10][940/3134] lr: 0.01000, eta: 1 day, 23:01:18, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5344, loss_cls: 3.3780, loss: 3.3780 2020-06-16 23:15:07,776 - mmaction - INFO - Epoch [10][960/3134] lr: 0.01000, eta: 1 day, 23:01:05, time: 0.590, data_time: 0.005, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5094, loss_cls: 3.4395, loss: 3.4395 2020-06-16 23:15:19,399 - mmaction - INFO - Epoch [10][980/3134] lr: 0.01000, eta: 1 day, 23:00:51, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5156, loss_cls: 3.3790, loss: 3.3790 2020-06-16 23:15:31,182 - mmaction - INFO - Epoch [10][1000/3134] lr: 0.01000, eta: 1 day, 23:00:37, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5906, loss_cls: 3.1075, loss: 3.1075 2020-06-16 23:15:42,909 - mmaction - INFO - Epoch [10][1020/3134] lr: 0.01000, eta: 1 day, 23:00:24, time: 0.589, data_time: 0.004, memory: 8339, top1_acc: 0.2437, top5_acc: 0.4969, loss_cls: 3.5850, loss: 3.5850 2020-06-16 23:15:54,560 - mmaction - INFO - Epoch [10][1040/3134] lr: 0.01000, eta: 1 day, 23:00:09, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5281, loss_cls: 3.3101, loss: 3.3101 2020-06-16 23:16:06,242 - mmaction - INFO - Epoch [10][1060/3134] lr: 0.01000, eta: 1 day, 22:59:55, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5188, loss_cls: 3.3366, loss: 3.3366 2020-06-16 23:16:17,973 - mmaction - INFO - Epoch [10][1080/3134] lr: 0.01000, eta: 1 day, 22:59:42, time: 0.585, data_time: 0.005, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5437, loss_cls: 3.5365, loss: 3.5365 2020-06-16 23:16:29,636 - mmaction - INFO - Epoch [10][1100/3134] lr: 0.01000, eta: 1 day, 22:59:28, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5656, loss_cls: 3.1890, loss: 3.1890 2020-06-16 23:16:41,302 - mmaction - INFO - Epoch [10][1120/3134] lr: 0.01000, eta: 1 day, 22:59:13, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5625, loss_cls: 3.1261, loss: 3.1261 2020-06-16 23:16:53,026 - mmaction - INFO - Epoch [10][1140/3134] lr: 0.01000, eta: 1 day, 22:58:59, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.2625, top5_acc: 0.4906, loss_cls: 3.6146, loss: 3.6146 2020-06-16 23:17:04,695 - mmaction - INFO - Epoch [10][1160/3134] lr: 0.01000, eta: 1 day, 22:58:46, time: 0.587, data_time: 0.005, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5000, loss_cls: 3.3716, loss: 3.3716 2020-06-16 23:17:16,476 - mmaction - INFO - Epoch [10][1180/3134] lr: 0.01000, eta: 1 day, 22:58:32, time: 0.589, data_time: 0.000, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5344, loss_cls: 3.3613, loss: 3.3613 2020-06-16 23:17:28,171 - mmaction - INFO - Epoch [10][1200/3134] lr: 0.01000, eta: 1 day, 22:58:18, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3312, top5_acc: 0.6188, loss_cls: 3.1858, loss: 3.1858 2020-06-16 23:17:39,926 - mmaction - INFO - Epoch [10][1220/3134] lr: 0.01000, eta: 1 day, 22:58:05, time: 0.589, data_time: 0.004, memory: 8339, top1_acc: 0.2313, top5_acc: 0.4938, loss_cls: 3.5150, loss: 3.5150 2020-06-16 23:17:51,502 - mmaction - INFO - Epoch [10][1240/3134] lr: 0.01000, eta: 1 day, 22:57:50, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5781, loss_cls: 3.1465, loss: 3.1465 2020-06-16 23:18:03,135 - mmaction - INFO - Epoch [10][1260/3134] lr: 0.01000, eta: 1 day, 22:57:35, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5312, loss_cls: 3.3165, loss: 3.3165 2020-06-16 23:18:14,942 - mmaction - INFO - Epoch [10][1280/3134] lr: 0.01000, eta: 1 day, 22:57:22, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5750, loss_cls: 3.2245, loss: 3.2245 2020-06-16 23:18:26,543 - mmaction - INFO - Epoch [10][1300/3134] lr: 0.01000, eta: 1 day, 22:57:08, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.2687, top5_acc: 0.5312, loss_cls: 3.3430, loss: 3.3430 2020-06-16 23:18:38,084 - mmaction - INFO - Epoch [10][1320/3134] lr: 0.01000, eta: 1 day, 22:56:52, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5375, loss_cls: 3.3895, loss: 3.3895 2020-06-16 23:18:49,746 - mmaction - INFO - Epoch [10][1340/3134] lr: 0.01000, eta: 1 day, 22:56:38, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.2469, top5_acc: 0.4688, loss_cls: 3.5136, loss: 3.5136 2020-06-16 23:19:01,438 - mmaction - INFO - Epoch [10][1360/3134] lr: 0.01000, eta: 1 day, 22:56:24, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5406, loss_cls: 3.1859, loss: 3.1859 2020-06-16 23:19:13,002 - mmaction - INFO - Epoch [10][1380/3134] lr: 0.01000, eta: 1 day, 22:56:09, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5375, loss_cls: 3.2179, loss: 3.2179 2020-06-16 23:19:24,720 - mmaction - INFO - Epoch [10][1400/3134] lr: 0.01000, eta: 1 day, 22:55:54, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5687, loss_cls: 3.1997, loss: 3.1997 2020-06-16 23:19:36,364 - mmaction - INFO - Epoch [10][1420/3134] lr: 0.01000, eta: 1 day, 22:55:40, time: 0.584, data_time: 0.005, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5687, loss_cls: 3.1895, loss: 3.1895 2020-06-16 23:19:47,971 - mmaction - INFO - Epoch [10][1440/3134] lr: 0.01000, eta: 1 day, 22:55:26, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5813, loss_cls: 3.0819, loss: 3.0819 2020-06-16 23:19:59,716 - mmaction - INFO - Epoch [10][1460/3134] lr: 0.01000, eta: 1 day, 22:55:12, time: 0.587, data_time: 0.005, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5188, loss_cls: 3.3419, loss: 3.3419 2020-06-16 23:20:11,540 - mmaction - INFO - Epoch [10][1480/3134] lr: 0.01000, eta: 1 day, 22:54:59, time: 0.591, data_time: 0.003, memory: 8339, top1_acc: 0.3625, top5_acc: 0.5844, loss_cls: 3.0714, loss: 3.0714 2020-06-16 23:20:23,270 - mmaction - INFO - Epoch [10][1500/3134] lr: 0.01000, eta: 1 day, 22:54:46, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5094, loss_cls: 3.4238, loss: 3.4238 2020-06-16 23:20:35,052 - mmaction - INFO - Epoch [10][1520/3134] lr: 0.01000, eta: 1 day, 22:54:32, time: 0.589, data_time: 0.006, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5531, loss_cls: 3.3581, loss: 3.3581 2020-06-16 23:20:46,744 - mmaction - INFO - Epoch [10][1540/3134] lr: 0.01000, eta: 1 day, 22:54:19, time: 0.587, data_time: 0.005, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5781, loss_cls: 3.1705, loss: 3.1705 2020-06-16 23:20:58,324 - mmaction - INFO - Epoch [10][1560/3134] lr: 0.01000, eta: 1 day, 22:54:04, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5750, loss_cls: 3.2808, loss: 3.2808 2020-06-16 23:21:10,040 - mmaction - INFO - Epoch [10][1580/3134] lr: 0.01000, eta: 1 day, 22:53:50, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5437, loss_cls: 3.3307, loss: 3.3307 2020-06-16 23:21:21,637 - mmaction - INFO - Epoch [10][1600/3134] lr: 0.01000, eta: 1 day, 22:53:35, time: 0.583, data_time: 0.005, memory: 8339, top1_acc: 0.2656, top5_acc: 0.5563, loss_cls: 3.2907, loss: 3.2907 2020-06-16 23:21:33,274 - mmaction - INFO - Epoch [10][1620/3134] lr: 0.01000, eta: 1 day, 22:53:21, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5625, loss_cls: 3.2465, loss: 3.2465 2020-06-16 23:21:45,001 - mmaction - INFO - Epoch [10][1640/3134] lr: 0.01000, eta: 1 day, 22:53:07, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.2250, top5_acc: 0.4938, loss_cls: 3.5109, loss: 3.5109 2020-06-16 23:21:56,699 - mmaction - INFO - Epoch [10][1660/3134] lr: 0.01000, eta: 1 day, 22:52:53, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5344, loss_cls: 3.3384, loss: 3.3384 2020-06-16 23:22:08,328 - mmaction - INFO - Epoch [10][1680/3134] lr: 0.01000, eta: 1 day, 22:52:39, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5219, loss_cls: 3.4156, loss: 3.4156 2020-06-16 23:22:20,039 - mmaction - INFO - Epoch [10][1700/3134] lr: 0.01000, eta: 1 day, 22:52:25, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.2531, top5_acc: 0.4625, loss_cls: 3.6369, loss: 3.6369 2020-06-16 23:22:31,722 - mmaction - INFO - Epoch [10][1720/3134] lr: 0.01000, eta: 1 day, 22:52:11, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5906, loss_cls: 3.0436, loss: 3.0436 2020-06-16 23:22:43,338 - mmaction - INFO - Epoch [10][1740/3134] lr: 0.01000, eta: 1 day, 22:51:56, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5625, loss_cls: 3.3131, loss: 3.3131 2020-06-16 23:22:54,931 - mmaction - INFO - Epoch [10][1760/3134] lr: 0.01000, eta: 1 day, 22:51:42, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5469, loss_cls: 3.2883, loss: 3.2883 2020-06-16 23:23:06,463 - mmaction - INFO - Epoch [10][1780/3134] lr: 0.01000, eta: 1 day, 22:51:26, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.2719, top5_acc: 0.4688, loss_cls: 3.6128, loss: 3.6128 2020-06-16 23:23:18,186 - mmaction - INFO - Epoch [10][1800/3134] lr: 0.01000, eta: 1 day, 22:51:13, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5312, loss_cls: 3.3630, loss: 3.3630 2020-06-16 23:23:29,939 - mmaction - INFO - Epoch [10][1820/3134] lr: 0.01000, eta: 1 day, 22:50:59, time: 0.588, data_time: 0.002, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5469, loss_cls: 3.3123, loss: 3.3123 2020-06-16 23:23:41,655 - mmaction - INFO - Epoch [10][1840/3134] lr: 0.01000, eta: 1 day, 22:50:46, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.2625, top5_acc: 0.5094, loss_cls: 3.4551, loss: 3.4551 2020-06-16 23:23:53,216 - mmaction - INFO - Epoch [10][1860/3134] lr: 0.01000, eta: 1 day, 22:50:30, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5125, loss_cls: 3.3589, loss: 3.3589 2020-06-16 23:24:04,970 - mmaction - INFO - Epoch [10][1880/3134] lr: 0.01000, eta: 1 day, 22:50:16, time: 0.584, data_time: 0.005, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5031, loss_cls: 3.4191, loss: 3.4191 2020-06-16 23:24:16,663 - mmaction - INFO - Epoch [10][1900/3134] lr: 0.01000, eta: 1 day, 22:50:03, time: 0.589, data_time: 0.006, memory: 8339, top1_acc: 0.2500, top5_acc: 0.5094, loss_cls: 3.4967, loss: 3.4967 2020-06-16 23:24:28,312 - mmaction - INFO - Epoch [10][1920/3134] lr: 0.01000, eta: 1 day, 22:49:49, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.2719, top5_acc: 0.4938, loss_cls: 3.5353, loss: 3.5353 2020-06-16 23:24:39,938 - mmaction - INFO - Epoch [10][1940/3134] lr: 0.01000, eta: 1 day, 22:49:34, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5844, loss_cls: 3.1726, loss: 3.1726 2020-06-16 23:24:51,675 - mmaction - INFO - Epoch [10][1960/3134] lr: 0.01000, eta: 1 day, 22:49:21, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.2375, top5_acc: 0.4781, loss_cls: 3.6036, loss: 3.6036 2020-06-16 23:25:03,513 - mmaction - INFO - Epoch [10][1980/3134] lr: 0.01000, eta: 1 day, 22:49:09, time: 0.593, data_time: 0.001, memory: 8339, top1_acc: 0.2437, top5_acc: 0.5094, loss_cls: 3.4554, loss: 3.4554 2020-06-16 23:25:15,195 - mmaction - INFO - Epoch [10][2000/3134] lr: 0.01000, eta: 1 day, 22:48:55, time: 0.584, data_time: 0.000, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5250, loss_cls: 3.3944, loss: 3.3944 2020-06-16 23:25:26,778 - mmaction - INFO - Epoch [10][2020/3134] lr: 0.01000, eta: 1 day, 22:48:40, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5344, loss_cls: 3.3570, loss: 3.3570 2020-06-16 23:25:38,496 - mmaction - INFO - Epoch [10][2040/3134] lr: 0.01000, eta: 1 day, 22:48:26, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.2656, top5_acc: 0.5125, loss_cls: 3.3420, loss: 3.3420 2020-06-16 23:25:50,197 - mmaction - INFO - Epoch [10][2060/3134] lr: 0.01000, eta: 1 day, 22:48:12, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5813, loss_cls: 3.1826, loss: 3.1826 2020-06-16 23:26:01,873 - mmaction - INFO - Epoch [10][2080/3134] lr: 0.01000, eta: 1 day, 22:47:58, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5000, loss_cls: 3.4431, loss: 3.4431 2020-06-16 23:26:13,574 - mmaction - INFO - Epoch [10][2100/3134] lr: 0.01000, eta: 1 day, 22:47:44, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5500, loss_cls: 3.3042, loss: 3.3042 2020-06-16 23:26:25,397 - mmaction - INFO - Epoch [10][2120/3134] lr: 0.01000, eta: 1 day, 22:47:31, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5375, loss_cls: 3.2888, loss: 3.2888 2020-06-16 23:26:37,063 - mmaction - INFO - Epoch [10][2140/3134] lr: 0.01000, eta: 1 day, 22:47:18, time: 0.585, data_time: 0.005, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5281, loss_cls: 3.3805, loss: 3.3805 2020-06-16 23:26:48,699 - mmaction - INFO - Epoch [10][2160/3134] lr: 0.01000, eta: 1 day, 22:47:03, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5656, loss_cls: 3.2376, loss: 3.2376 2020-06-16 23:27:00,474 - mmaction - INFO - Epoch [10][2180/3134] lr: 0.01000, eta: 1 day, 22:46:50, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5219, loss_cls: 3.2894, loss: 3.2894 2020-06-16 23:27:16,111 - mmaction - INFO - Epoch [10][2200/3134] lr: 0.01000, eta: 1 day, 22:47:13, time: 0.784, data_time: 0.005, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5188, loss_cls: 3.3129, loss: 3.3129 2020-06-16 23:27:27,731 - mmaction - INFO - Epoch [10][2220/3134] lr: 0.01000, eta: 1 day, 22:46:59, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5156, loss_cls: 3.3832, loss: 3.3832 2020-06-16 23:27:39,354 - mmaction - INFO - Epoch [10][2240/3134] lr: 0.01000, eta: 1 day, 22:46:44, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.2562, top5_acc: 0.4844, loss_cls: 3.5264, loss: 3.5264 2020-06-16 23:27:51,008 - mmaction - INFO - Epoch [10][2260/3134] lr: 0.01000, eta: 1 day, 22:46:30, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5344, loss_cls: 3.3324, loss: 3.3324 2020-06-16 23:28:02,579 - mmaction - INFO - Epoch [10][2280/3134] lr: 0.01000, eta: 1 day, 22:46:15, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.2625, top5_acc: 0.5094, loss_cls: 3.4681, loss: 3.4681 2020-06-16 23:28:14,446 - mmaction - INFO - Epoch [10][2300/3134] lr: 0.01000, eta: 1 day, 22:46:02, time: 0.590, data_time: 0.005, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5062, loss_cls: 3.3599, loss: 3.3599 2020-06-16 23:28:26,049 - mmaction - INFO - Epoch [10][2320/3134] lr: 0.01000, eta: 1 day, 22:45:48, time: 0.584, data_time: 0.005, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5500, loss_cls: 3.3074, loss: 3.3074 2020-06-16 23:28:37,751 - mmaction - INFO - Epoch [10][2340/3134] lr: 0.01000, eta: 1 day, 22:45:34, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5062, loss_cls: 3.3302, loss: 3.3302 2020-06-16 23:28:49,459 - mmaction - INFO - Epoch [10][2360/3134] lr: 0.01000, eta: 1 day, 22:45:20, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5625, loss_cls: 3.3023, loss: 3.3023 2020-06-16 23:29:01,188 - mmaction - INFO - Epoch [10][2380/3134] lr: 0.01000, eta: 1 day, 22:45:07, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5312, loss_cls: 3.3887, loss: 3.3887 2020-06-16 23:29:12,912 - mmaction - INFO - Epoch [10][2400/3134] lr: 0.01000, eta: 1 day, 22:44:53, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5156, loss_cls: 3.3778, loss: 3.3778 2020-06-16 23:29:24,641 - mmaction - INFO - Epoch [10][2420/3134] lr: 0.01000, eta: 1 day, 22:44:40, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5938, loss_cls: 3.1850, loss: 3.1850 2020-06-16 23:29:36,261 - mmaction - INFO - Epoch [10][2440/3134] lr: 0.01000, eta: 1 day, 22:44:25, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5500, loss_cls: 3.2817, loss: 3.2817 2020-06-16 23:29:47,953 - mmaction - INFO - Epoch [10][2460/3134] lr: 0.01000, eta: 1 day, 22:44:11, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.2719, top5_acc: 0.5156, loss_cls: 3.4165, loss: 3.4165 2020-06-16 23:29:59,595 - mmaction - INFO - Epoch [10][2480/3134] lr: 0.01000, eta: 1 day, 22:43:57, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5531, loss_cls: 3.3237, loss: 3.3237 2020-06-16 23:30:11,443 - mmaction - INFO - Epoch [10][2500/3134] lr: 0.01000, eta: 1 day, 22:43:45, time: 0.592, data_time: 0.005, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5281, loss_cls: 3.2966, loss: 3.2966 2020-06-16 23:30:23,113 - mmaction - INFO - Epoch [10][2520/3134] lr: 0.01000, eta: 1 day, 22:43:31, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5406, loss_cls: 3.2157, loss: 3.2157 2020-06-16 23:30:34,712 - mmaction - INFO - Epoch [10][2540/3134] lr: 0.01000, eta: 1 day, 22:43:16, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5094, loss_cls: 3.3671, loss: 3.3671 2020-06-16 23:30:46,442 - mmaction - INFO - Epoch [10][2560/3134] lr: 0.01000, eta: 1 day, 22:43:02, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5687, loss_cls: 3.2944, loss: 3.2944 2020-06-16 23:30:58,082 - mmaction - INFO - Epoch [10][2580/3134] lr: 0.01000, eta: 1 day, 22:42:48, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.2219, top5_acc: 0.5031, loss_cls: 3.3753, loss: 3.3753 2020-06-16 23:31:09,708 - mmaction - INFO - Epoch [10][2600/3134] lr: 0.01000, eta: 1 day, 22:42:34, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5156, loss_cls: 3.3635, loss: 3.3635 2020-06-16 23:31:21,426 - mmaction - INFO - Epoch [10][2620/3134] lr: 0.01000, eta: 1 day, 22:42:20, time: 0.585, data_time: 0.005, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5031, loss_cls: 3.5013, loss: 3.5013 2020-06-16 23:31:33,063 - mmaction - INFO - Epoch [10][2640/3134] lr: 0.01000, eta: 1 day, 22:42:06, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5750, loss_cls: 3.1512, loss: 3.1512 2020-06-16 23:31:44,747 - mmaction - INFO - Epoch [10][2660/3134] lr: 0.01000, eta: 1 day, 22:41:52, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5469, loss_cls: 3.3062, loss: 3.3062 2020-06-16 23:31:56,508 - mmaction - INFO - Epoch [10][2680/3134] lr: 0.01000, eta: 1 day, 22:41:39, time: 0.589, data_time: 0.004, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5000, loss_cls: 3.2800, loss: 3.2800 2020-06-16 23:32:08,185 - mmaction - INFO - Epoch [10][2700/3134] lr: 0.01000, eta: 1 day, 22:41:25, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.2625, top5_acc: 0.5250, loss_cls: 3.3648, loss: 3.3648 2020-06-16 23:32:19,802 - mmaction - INFO - Epoch [10][2720/3134] lr: 0.01000, eta: 1 day, 22:41:10, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5500, loss_cls: 3.2799, loss: 3.2799 2020-06-16 23:32:31,621 - mmaction - INFO - Epoch [10][2740/3134] lr: 0.01000, eta: 1 day, 22:40:58, time: 0.594, data_time: 0.004, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5375, loss_cls: 3.3089, loss: 3.3089 2020-06-16 23:32:43,385 - mmaction - INFO - Epoch [10][2760/3134] lr: 0.01000, eta: 1 day, 22:40:44, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5219, loss_cls: 3.4448, loss: 3.4448 2020-06-16 23:32:55,062 - mmaction - INFO - Epoch [10][2780/3134] lr: 0.01000, eta: 1 day, 22:40:31, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5625, loss_cls: 3.1598, loss: 3.1598 2020-06-16 23:33:06,630 - mmaction - INFO - Epoch [10][2800/3134] lr: 0.01000, eta: 1 day, 22:40:16, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5312, loss_cls: 3.3908, loss: 3.3908 2020-06-16 23:33:18,286 - mmaction - INFO - Epoch [10][2820/3134] lr: 0.01000, eta: 1 day, 22:40:02, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5781, loss_cls: 3.1686, loss: 3.1686 2020-06-16 23:33:30,005 - mmaction - INFO - Epoch [10][2840/3134] lr: 0.01000, eta: 1 day, 22:39:48, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.2719, top5_acc: 0.4938, loss_cls: 3.4938, loss: 3.4938 2020-06-16 23:33:41,696 - mmaction - INFO - Epoch [10][2860/3134] lr: 0.01000, eta: 1 day, 22:39:34, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.2250, top5_acc: 0.4781, loss_cls: 3.6754, loss: 3.6754 2020-06-16 23:33:53,427 - mmaction - INFO - Epoch [10][2880/3134] lr: 0.01000, eta: 1 day, 22:39:21, time: 0.586, data_time: 0.005, memory: 8339, top1_acc: 0.2687, top5_acc: 0.4969, loss_cls: 3.5789, loss: 3.5789 2020-06-16 23:34:05,073 - mmaction - INFO - Epoch [10][2900/3134] lr: 0.01000, eta: 1 day, 22:39:07, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5406, loss_cls: 3.3261, loss: 3.3261 2020-06-16 23:34:16,728 - mmaction - INFO - Epoch [10][2920/3134] lr: 0.01000, eta: 1 day, 22:38:53, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.2687, top5_acc: 0.5094, loss_cls: 3.4445, loss: 3.4445 2020-06-16 23:34:28,496 - mmaction - INFO - Epoch [10][2940/3134] lr: 0.01000, eta: 1 day, 22:38:39, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5687, loss_cls: 3.1987, loss: 3.1987 2020-06-16 23:34:40,152 - mmaction - INFO - Epoch [10][2960/3134] lr: 0.01000, eta: 1 day, 22:38:25, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5219, loss_cls: 3.4780, loss: 3.4780 2020-06-16 23:34:51,727 - mmaction - INFO - Epoch [10][2980/3134] lr: 0.01000, eta: 1 day, 22:38:10, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5687, loss_cls: 3.1715, loss: 3.1715 2020-06-16 23:35:03,453 - mmaction - INFO - Epoch [10][3000/3134] lr: 0.01000, eta: 1 day, 22:37:57, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.2500, top5_acc: 0.5500, loss_cls: 3.4297, loss: 3.4297 2020-06-16 23:35:15,190 - mmaction - INFO - Epoch [10][3020/3134] lr: 0.01000, eta: 1 day, 22:37:44, time: 0.589, data_time: 0.004, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5719, loss_cls: 3.1682, loss: 3.1682 2020-06-16 23:35:26,832 - mmaction - INFO - Epoch [10][3040/3134] lr: 0.01000, eta: 1 day, 22:37:29, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5125, loss_cls: 3.4352, loss: 3.4352 2020-06-16 23:35:38,534 - mmaction - INFO - Epoch [10][3060/3134] lr: 0.01000, eta: 1 day, 22:37:15, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5719, loss_cls: 3.1942, loss: 3.1942 2020-06-16 23:35:50,204 - mmaction - INFO - Epoch [10][3080/3134] lr: 0.01000, eta: 1 day, 22:37:02, time: 0.588, data_time: 0.005, memory: 8339, top1_acc: 0.2687, top5_acc: 0.5281, loss_cls: 3.4654, loss: 3.4654 2020-06-16 23:36:01,861 - mmaction - INFO - Epoch [10][3100/3134] lr: 0.01000, eta: 1 day, 22:36:48, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5156, loss_cls: 3.4125, loss: 3.4125 2020-06-16 23:36:13,569 - mmaction - INFO - Epoch [10][3120/3134] lr: 0.01000, eta: 1 day, 22:36:34, time: 0.585, data_time: 0.005, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5531, loss_cls: 3.3220, loss: 3.3220 2020-06-16 23:36:49,699 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-16 23:36:50,953 - mmaction - INFO - top1_acc 0.2221 top5_acc 0.4598 2020-06-16 23:36:50,970 - mmaction - INFO - Epoch [10][3134/3134] lr: 0.01000, top1_acc: 0.2221, top5_acc: 0.4598 2020-06-16 23:37:07,114 - mmaction - INFO - Epoch [11][20/3134] lr: 0.01000, eta: 1 day, 22:35:37, time: 0.804, data_time: 0.225, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5125, loss_cls: 3.5159, loss: 3.5159 2020-06-16 23:37:18,792 - mmaction - INFO - Epoch [11][40/3134] lr: 0.01000, eta: 1 day, 22:35:23, time: 0.586, data_time: 0.005, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5687, loss_cls: 3.2562, loss: 3.2562 2020-06-16 23:37:30,538 - mmaction - INFO - Epoch [11][60/3134] lr: 0.01000, eta: 1 day, 22:35:10, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5219, loss_cls: 3.2882, loss: 3.2882 2020-06-16 23:37:42,342 - mmaction - INFO - Epoch [11][80/3134] lr: 0.01000, eta: 1 day, 22:34:57, time: 0.589, data_time: 0.001, memory: 8339, top1_acc: 0.2781, top5_acc: 0.4938, loss_cls: 3.4953, loss: 3.4953 2020-06-16 23:37:53,986 - mmaction - INFO - Epoch [11][100/3134] lr: 0.01000, eta: 1 day, 22:34:43, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.2687, top5_acc: 0.5250, loss_cls: 3.3137, loss: 3.3137 2020-06-16 23:38:05,604 - mmaction - INFO - Epoch [11][120/3134] lr: 0.01000, eta: 1 day, 22:34:29, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5344, loss_cls: 3.4009, loss: 3.4009 2020-06-16 23:38:17,331 - mmaction - INFO - Epoch [11][140/3134] lr: 0.01000, eta: 1 day, 22:34:15, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5437, loss_cls: 3.3385, loss: 3.3385 2020-06-16 23:38:28,983 - mmaction - INFO - Epoch [11][160/3134] lr: 0.01000, eta: 1 day, 22:34:01, time: 0.585, data_time: 0.005, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5781, loss_cls: 3.2999, loss: 3.2999 2020-06-16 23:38:40,688 - mmaction - INFO - Epoch [11][180/3134] lr: 0.01000, eta: 1 day, 22:33:48, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5125, loss_cls: 3.3602, loss: 3.3602 2020-06-16 23:38:52,521 - mmaction - INFO - Epoch [11][200/3134] lr: 0.01000, eta: 1 day, 22:33:35, time: 0.589, data_time: 0.005, memory: 8339, top1_acc: 0.2687, top5_acc: 0.5344, loss_cls: 3.4020, loss: 3.4020 2020-06-16 23:39:04,185 - mmaction - INFO - Epoch [11][220/3134] lr: 0.01000, eta: 1 day, 22:33:21, time: 0.586, data_time: 0.005, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5719, loss_cls: 3.1504, loss: 3.1504 2020-06-16 23:39:15,862 - mmaction - INFO - Epoch [11][240/3134] lr: 0.01000, eta: 1 day, 22:33:08, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.2562, top5_acc: 0.5344, loss_cls: 3.2709, loss: 3.2709 2020-06-16 23:39:27,413 - mmaction - INFO - Epoch [11][260/3134] lr: 0.01000, eta: 1 day, 22:32:53, time: 0.577, data_time: 0.000, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5437, loss_cls: 3.1998, loss: 3.1998 2020-06-16 23:39:39,032 - mmaction - INFO - Epoch [11][280/3134] lr: 0.01000, eta: 1 day, 22:32:38, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5469, loss_cls: 3.2697, loss: 3.2697 2020-06-16 23:39:50,757 - mmaction - INFO - Epoch [11][300/3134] lr: 0.01000, eta: 1 day, 22:32:25, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5250, loss_cls: 3.4926, loss: 3.4926 2020-06-16 23:40:02,538 - mmaction - INFO - Epoch [11][320/3134] lr: 0.01000, eta: 1 day, 22:32:12, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5781, loss_cls: 3.2587, loss: 3.2587 2020-06-16 23:40:14,191 - mmaction - INFO - Epoch [11][340/3134] lr: 0.01000, eta: 1 day, 22:31:58, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3125, top5_acc: 0.6188, loss_cls: 3.0925, loss: 3.0925 2020-06-16 23:40:25,851 - mmaction - INFO - Epoch [11][360/3134] lr: 0.01000, eta: 1 day, 22:31:44, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5594, loss_cls: 3.2473, loss: 3.2473 2020-06-16 23:40:37,575 - mmaction - INFO - Epoch [11][380/3134] lr: 0.01000, eta: 1 day, 22:31:30, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.2906, top5_acc: 0.4906, loss_cls: 3.6329, loss: 3.6329 2020-06-16 23:40:49,304 - mmaction - INFO - Epoch [11][400/3134] lr: 0.01000, eta: 1 day, 22:31:17, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5531, loss_cls: 3.1551, loss: 3.1551 2020-06-16 23:41:01,112 - mmaction - INFO - Epoch [11][420/3134] lr: 0.01000, eta: 1 day, 22:31:04, time: 0.589, data_time: 0.000, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5406, loss_cls: 3.2052, loss: 3.2052 2020-06-16 23:41:12,750 - mmaction - INFO - Epoch [11][440/3134] lr: 0.01000, eta: 1 day, 22:30:51, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5594, loss_cls: 3.2865, loss: 3.2865 2020-06-16 23:41:24,414 - mmaction - INFO - Epoch [11][460/3134] lr: 0.01000, eta: 1 day, 22:30:36, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5437, loss_cls: 3.2844, loss: 3.2844 2020-06-16 23:41:36,221 - mmaction - INFO - Epoch [11][480/3134] lr: 0.01000, eta: 1 day, 22:30:24, time: 0.591, data_time: 0.004, memory: 8339, top1_acc: 0.2750, top5_acc: 0.4969, loss_cls: 3.4364, loss: 3.4364 2020-06-16 23:41:47,828 - mmaction - INFO - Epoch [11][500/3134] lr: 0.01000, eta: 1 day, 22:30:09, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5437, loss_cls: 3.3147, loss: 3.3147 2020-06-16 23:41:59,462 - mmaction - INFO - Epoch [11][520/3134] lr: 0.01000, eta: 1 day, 22:29:55, time: 0.581, data_time: 0.005, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5437, loss_cls: 3.3302, loss: 3.3302 2020-06-16 23:42:11,202 - mmaction - INFO - Epoch [11][540/3134] lr: 0.01000, eta: 1 day, 22:29:42, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5437, loss_cls: 3.3930, loss: 3.3930 2020-06-16 23:42:22,800 - mmaction - INFO - Epoch [11][560/3134] lr: 0.01000, eta: 1 day, 22:29:28, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5281, loss_cls: 3.3233, loss: 3.3233 2020-06-16 23:42:34,553 - mmaction - INFO - Epoch [11][580/3134] lr: 0.01000, eta: 1 day, 22:29:14, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5250, loss_cls: 3.2764, loss: 3.2764 2020-06-16 23:42:46,352 - mmaction - INFO - Epoch [11][600/3134] lr: 0.01000, eta: 1 day, 22:29:02, time: 0.590, data_time: 0.002, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5219, loss_cls: 3.3134, loss: 3.3134 2020-06-16 23:42:58,024 - mmaction - INFO - Epoch [11][620/3134] lr: 0.01000, eta: 1 day, 22:28:48, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.2344, top5_acc: 0.4437, loss_cls: 3.6727, loss: 3.6727 2020-06-16 23:43:09,717 - mmaction - INFO - Epoch [11][640/3134] lr: 0.01000, eta: 1 day, 22:28:34, time: 0.583, data_time: 0.005, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5687, loss_cls: 3.2626, loss: 3.2626 2020-06-16 23:43:21,399 - mmaction - INFO - Epoch [11][660/3134] lr: 0.01000, eta: 1 day, 22:28:20, time: 0.586, data_time: 0.005, memory: 8339, top1_acc: 0.2687, top5_acc: 0.5281, loss_cls: 3.4420, loss: 3.4420 2020-06-16 23:43:33,025 - mmaction - INFO - Epoch [11][680/3134] lr: 0.01000, eta: 1 day, 22:28:06, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5625, loss_cls: 3.2239, loss: 3.2239 2020-06-16 23:43:44,808 - mmaction - INFO - Epoch [11][700/3134] lr: 0.01000, eta: 1 day, 22:27:53, time: 0.587, data_time: 0.005, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5969, loss_cls: 3.1482, loss: 3.1482 2020-06-16 23:43:56,422 - mmaction - INFO - Epoch [11][720/3134] lr: 0.01000, eta: 1 day, 22:27:39, time: 0.584, data_time: 0.005, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5500, loss_cls: 3.2790, loss: 3.2790 2020-06-16 23:44:08,009 - mmaction - INFO - Epoch [11][740/3134] lr: 0.01000, eta: 1 day, 22:27:25, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5656, loss_cls: 3.2700, loss: 3.2700 2020-06-16 23:44:19,652 - mmaction - INFO - Epoch [11][760/3134] lr: 0.01000, eta: 1 day, 22:27:10, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5563, loss_cls: 3.2054, loss: 3.2054 2020-06-16 23:44:31,305 - mmaction - INFO - Epoch [11][780/3134] lr: 0.01000, eta: 1 day, 22:26:57, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5719, loss_cls: 3.1904, loss: 3.1904 2020-06-16 23:44:42,944 - mmaction - INFO - Epoch [11][800/3134] lr: 0.01000, eta: 1 day, 22:26:42, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5563, loss_cls: 3.1471, loss: 3.1471 2020-06-16 23:44:54,534 - mmaction - INFO - Epoch [11][820/3134] lr: 0.01000, eta: 1 day, 22:26:28, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5469, loss_cls: 3.2516, loss: 3.2516 2020-06-16 23:45:07,114 - mmaction - INFO - Epoch [11][840/3134] lr: 0.01000, eta: 1 day, 22:26:22, time: 0.629, data_time: 0.009, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5219, loss_cls: 3.4340, loss: 3.4340 2020-06-16 23:45:18,777 - mmaction - INFO - Epoch [11][860/3134] lr: 0.01000, eta: 1 day, 22:26:08, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5719, loss_cls: 3.1762, loss: 3.1762 2020-06-16 23:45:30,409 - mmaction - INFO - Epoch [11][880/3134] lr: 0.01000, eta: 1 day, 22:25:54, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.2687, top5_acc: 0.5437, loss_cls: 3.5109, loss: 3.5109 2020-06-16 23:45:42,082 - mmaction - INFO - Epoch [11][900/3134] lr: 0.01000, eta: 1 day, 22:25:40, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.2687, top5_acc: 0.5250, loss_cls: 3.4010, loss: 3.4010 2020-06-16 23:45:53,711 - mmaction - INFO - Epoch [11][920/3134] lr: 0.01000, eta: 1 day, 22:25:26, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3656, top5_acc: 0.5969, loss_cls: 2.9828, loss: 2.9828 2020-06-16 23:46:05,281 - mmaction - INFO - Epoch [11][940/3134] lr: 0.01000, eta: 1 day, 22:25:11, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5594, loss_cls: 3.2625, loss: 3.2625 2020-06-16 23:46:16,841 - mmaction - INFO - Epoch [11][960/3134] lr: 0.01000, eta: 1 day, 22:24:57, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5000, loss_cls: 3.3455, loss: 3.3455 2020-06-16 23:46:28,502 - mmaction - INFO - Epoch [11][980/3134] lr: 0.01000, eta: 1 day, 22:24:43, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5469, loss_cls: 3.2673, loss: 3.2673 2020-06-16 23:46:40,169 - mmaction - INFO - Epoch [11][1000/3134] lr: 0.01000, eta: 1 day, 22:24:29, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5406, loss_cls: 3.2541, loss: 3.2541 2020-06-16 23:46:51,879 - mmaction - INFO - Epoch [11][1020/3134] lr: 0.01000, eta: 1 day, 22:24:15, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5250, loss_cls: 3.3139, loss: 3.3139 2020-06-16 23:47:03,574 - mmaction - INFO - Epoch [11][1040/3134] lr: 0.01000, eta: 1 day, 22:24:02, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5531, loss_cls: 3.2898, loss: 3.2898 2020-06-16 23:47:15,253 - mmaction - INFO - Epoch [11][1060/3134] lr: 0.01000, eta: 1 day, 22:23:48, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5469, loss_cls: 3.2483, loss: 3.2483 2020-06-16 23:47:27,021 - mmaction - INFO - Epoch [11][1080/3134] lr: 0.01000, eta: 1 day, 22:23:35, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5406, loss_cls: 3.2531, loss: 3.2531 2020-06-16 23:47:38,646 - mmaction - INFO - Epoch [11][1100/3134] lr: 0.01000, eta: 1 day, 22:23:21, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5437, loss_cls: 3.2766, loss: 3.2766 2020-06-16 23:47:50,389 - mmaction - INFO - Epoch [11][1120/3134] lr: 0.01000, eta: 1 day, 22:23:08, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.2531, top5_acc: 0.4562, loss_cls: 3.5846, loss: 3.5846 2020-06-16 23:48:02,016 - mmaction - INFO - Epoch [11][1140/3134] lr: 0.01000, eta: 1 day, 22:22:54, time: 0.585, data_time: 0.005, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5625, loss_cls: 3.2970, loss: 3.2970 2020-06-16 23:48:13,661 - mmaction - INFO - Epoch [11][1160/3134] lr: 0.01000, eta: 1 day, 22:22:40, time: 0.582, data_time: 0.000, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5687, loss_cls: 3.2630, loss: 3.2630 2020-06-16 23:48:25,307 - mmaction - INFO - Epoch [11][1180/3134] lr: 0.01000, eta: 1 day, 22:22:25, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.2562, top5_acc: 0.4813, loss_cls: 3.4928, loss: 3.4928 2020-06-16 23:48:36,902 - mmaction - INFO - Epoch [11][1200/3134] lr: 0.01000, eta: 1 day, 22:22:12, time: 0.583, data_time: 0.005, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5500, loss_cls: 3.2517, loss: 3.2517 2020-06-16 23:48:48,457 - mmaction - INFO - Epoch [11][1220/3134] lr: 0.01000, eta: 1 day, 22:21:57, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5250, loss_cls: 3.3170, loss: 3.3170 2020-06-16 23:49:00,141 - mmaction - INFO - Epoch [11][1240/3134] lr: 0.01000, eta: 1 day, 22:21:43, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5563, loss_cls: 3.2737, loss: 3.2737 2020-06-16 23:49:11,877 - mmaction - INFO - Epoch [11][1260/3134] lr: 0.01000, eta: 1 day, 22:21:30, time: 0.589, data_time: 0.004, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5813, loss_cls: 3.1794, loss: 3.1794 2020-06-16 23:49:23,443 - mmaction - INFO - Epoch [11][1280/3134] lr: 0.01000, eta: 1 day, 22:21:15, time: 0.577, data_time: 0.000, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5500, loss_cls: 3.2833, loss: 3.2833 2020-06-16 23:49:35,220 - mmaction - INFO - Epoch [11][1300/3134] lr: 0.01000, eta: 1 day, 22:21:02, time: 0.589, data_time: 0.004, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5500, loss_cls: 3.2992, loss: 3.2992 2020-06-16 23:49:46,832 - mmaction - INFO - Epoch [11][1320/3134] lr: 0.01000, eta: 1 day, 22:20:48, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5531, loss_cls: 3.2666, loss: 3.2666 2020-06-16 23:49:58,407 - mmaction - INFO - Epoch [11][1340/3134] lr: 0.01000, eta: 1 day, 22:20:34, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5406, loss_cls: 3.3015, loss: 3.3015 2020-06-16 23:50:10,108 - mmaction - INFO - Epoch [11][1360/3134] lr: 0.01000, eta: 1 day, 22:20:20, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.2687, top5_acc: 0.4844, loss_cls: 3.4646, loss: 3.4646 2020-06-16 23:50:21,772 - mmaction - INFO - Epoch [11][1380/3134] lr: 0.01000, eta: 1 day, 22:20:06, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5156, loss_cls: 3.4265, loss: 3.4265 2020-06-16 23:50:33,479 - mmaction - INFO - Epoch [11][1400/3134] lr: 0.01000, eta: 1 day, 22:19:53, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5312, loss_cls: 3.3498, loss: 3.3498 2020-06-16 23:50:45,106 - mmaction - INFO - Epoch [11][1420/3134] lr: 0.01000, eta: 1 day, 22:19:39, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5188, loss_cls: 3.3776, loss: 3.3776 2020-06-16 23:50:56,813 - mmaction - INFO - Epoch [11][1440/3134] lr: 0.01000, eta: 1 day, 22:19:25, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5875, loss_cls: 3.2409, loss: 3.2409 2020-06-16 23:51:08,390 - mmaction - INFO - Epoch [11][1460/3134] lr: 0.01000, eta: 1 day, 22:19:11, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5406, loss_cls: 3.1948, loss: 3.1948 2020-06-16 23:51:20,084 - mmaction - INFO - Epoch [11][1480/3134] lr: 0.01000, eta: 1 day, 22:18:57, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5312, loss_cls: 3.2676, loss: 3.2676 2020-06-16 23:51:31,727 - mmaction - INFO - Epoch [11][1500/3134] lr: 0.01000, eta: 1 day, 22:18:43, time: 0.584, data_time: 0.005, memory: 8339, top1_acc: 0.2687, top5_acc: 0.5281, loss_cls: 3.3570, loss: 3.3570 2020-06-16 23:51:43,360 - mmaction - INFO - Epoch [11][1520/3134] lr: 0.01000, eta: 1 day, 22:18:29, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5625, loss_cls: 3.2467, loss: 3.2467 2020-06-16 23:51:55,036 - mmaction - INFO - Epoch [11][1540/3134] lr: 0.01000, eta: 1 day, 22:18:16, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5219, loss_cls: 3.3011, loss: 3.3011 2020-06-16 23:52:06,722 - mmaction - INFO - Epoch [11][1560/3134] lr: 0.01000, eta: 1 day, 22:18:02, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5312, loss_cls: 3.2817, loss: 3.2817 2020-06-16 23:52:18,288 - mmaction - INFO - Epoch [11][1580/3134] lr: 0.01000, eta: 1 day, 22:17:48, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5563, loss_cls: 3.2211, loss: 3.2211 2020-06-16 23:52:29,952 - mmaction - INFO - Epoch [11][1600/3134] lr: 0.01000, eta: 1 day, 22:17:34, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5750, loss_cls: 3.2442, loss: 3.2442 2020-06-16 23:52:41,605 - mmaction - INFO - Epoch [11][1620/3134] lr: 0.01000, eta: 1 day, 22:17:20, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.2750, top5_acc: 0.4750, loss_cls: 3.5992, loss: 3.5992 2020-06-16 23:52:53,322 - mmaction - INFO - Epoch [11][1640/3134] lr: 0.01000, eta: 1 day, 22:17:06, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5125, loss_cls: 3.3698, loss: 3.3698 2020-06-16 23:53:04,979 - mmaction - INFO - Epoch [11][1660/3134] lr: 0.01000, eta: 1 day, 22:16:53, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5156, loss_cls: 3.3939, loss: 3.3939 2020-06-16 23:53:16,582 - mmaction - INFO - Epoch [11][1680/3134] lr: 0.01000, eta: 1 day, 22:16:39, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.2781, top5_acc: 0.4875, loss_cls: 3.4873, loss: 3.4873 2020-06-16 23:53:28,358 - mmaction - INFO - Epoch [11][1700/3134] lr: 0.01000, eta: 1 day, 22:16:25, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5531, loss_cls: 3.1633, loss: 3.1633 2020-06-16 23:53:40,045 - mmaction - INFO - Epoch [11][1720/3134] lr: 0.01000, eta: 1 day, 22:16:12, time: 0.589, data_time: 0.005, memory: 8339, top1_acc: 0.2500, top5_acc: 0.5062, loss_cls: 3.4703, loss: 3.4703 2020-06-16 23:53:51,603 - mmaction - INFO - Epoch [11][1740/3134] lr: 0.01000, eta: 1 day, 22:15:58, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5875, loss_cls: 3.2189, loss: 3.2189 2020-06-16 23:54:03,319 - mmaction - INFO - Epoch [11][1760/3134] lr: 0.01000, eta: 1 day, 22:15:44, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.2906, top5_acc: 0.4969, loss_cls: 3.4322, loss: 3.4322 2020-06-16 23:54:14,992 - mmaction - INFO - Epoch [11][1780/3134] lr: 0.01000, eta: 1 day, 22:15:31, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5250, loss_cls: 3.3922, loss: 3.3922 2020-06-16 23:54:26,630 - mmaction - INFO - Epoch [11][1800/3134] lr: 0.01000, eta: 1 day, 22:15:17, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5625, loss_cls: 3.1918, loss: 3.1918 2020-06-16 23:54:38,313 - mmaction - INFO - Epoch [11][1820/3134] lr: 0.01000, eta: 1 day, 22:15:03, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5719, loss_cls: 3.2567, loss: 3.2567 2020-06-16 23:54:50,002 - mmaction - INFO - Epoch [11][1840/3134] lr: 0.01000, eta: 1 day, 22:14:49, time: 0.587, data_time: 0.005, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5406, loss_cls: 3.5381, loss: 3.5381 2020-06-16 23:55:01,806 - mmaction - INFO - Epoch [11][1860/3134] lr: 0.01000, eta: 1 day, 22:14:37, time: 0.589, data_time: 0.004, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5844, loss_cls: 3.1336, loss: 3.1336 2020-06-16 23:55:13,367 - mmaction - INFO - Epoch [11][1880/3134] lr: 0.01000, eta: 1 day, 22:14:22, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5188, loss_cls: 3.3682, loss: 3.3682 2020-06-16 23:55:24,959 - mmaction - INFO - Epoch [11][1900/3134] lr: 0.01000, eta: 1 day, 22:14:08, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5656, loss_cls: 3.1921, loss: 3.1921 2020-06-16 23:55:36,732 - mmaction - INFO - Epoch [11][1920/3134] lr: 0.01000, eta: 1 day, 22:13:55, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5312, loss_cls: 3.1991, loss: 3.1991 2020-06-16 23:55:48,353 - mmaction - INFO - Epoch [11][1940/3134] lr: 0.01000, eta: 1 day, 22:13:41, time: 0.584, data_time: 0.005, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5406, loss_cls: 3.2594, loss: 3.2594 2020-06-16 23:56:00,055 - mmaction - INFO - Epoch [11][1960/3134] lr: 0.01000, eta: 1 day, 22:13:28, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5312, loss_cls: 3.3286, loss: 3.3286 2020-06-16 23:56:11,780 - mmaction - INFO - Epoch [11][1980/3134] lr: 0.01000, eta: 1 day, 22:13:14, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5563, loss_cls: 3.2872, loss: 3.2872 2020-06-16 23:56:23,394 - mmaction - INFO - Epoch [11][2000/3134] lr: 0.01000, eta: 1 day, 22:13:00, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5281, loss_cls: 3.3761, loss: 3.3761 2020-06-16 23:56:34,998 - mmaction - INFO - Epoch [11][2020/3134] lr: 0.01000, eta: 1 day, 22:12:46, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5312, loss_cls: 3.3337, loss: 3.3337 2020-06-16 23:56:46,746 - mmaction - INFO - Epoch [11][2040/3134] lr: 0.01000, eta: 1 day, 22:12:33, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5188, loss_cls: 3.3129, loss: 3.3129 2020-06-16 23:56:58,423 - mmaction - INFO - Epoch [11][2060/3134] lr: 0.01000, eta: 1 day, 22:12:20, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5813, loss_cls: 3.1944, loss: 3.1944 2020-06-16 23:57:09,986 - mmaction - INFO - Epoch [11][2080/3134] lr: 0.01000, eta: 1 day, 22:12:05, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5656, loss_cls: 3.0846, loss: 3.0846 2020-06-16 23:57:21,606 - mmaction - INFO - Epoch [11][2100/3134] lr: 0.01000, eta: 1 day, 22:11:51, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.2719, top5_acc: 0.4875, loss_cls: 3.4441, loss: 3.4441 2020-06-16 23:57:33,453 - mmaction - INFO - Epoch [11][2120/3134] lr: 0.01000, eta: 1 day, 22:11:39, time: 0.593, data_time: 0.003, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5062, loss_cls: 3.4344, loss: 3.4344 2020-06-16 23:57:45,090 - mmaction - INFO - Epoch [11][2140/3134] lr: 0.01000, eta: 1 day, 22:11:25, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5469, loss_cls: 3.3593, loss: 3.3593 2020-06-16 23:57:56,730 - mmaction - INFO - Epoch [11][2160/3134] lr: 0.01000, eta: 1 day, 22:11:11, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5625, loss_cls: 3.2633, loss: 3.2633 2020-06-16 23:58:08,393 - mmaction - INFO - Epoch [11][2180/3134] lr: 0.01000, eta: 1 day, 22:10:57, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.2562, top5_acc: 0.5000, loss_cls: 3.4930, loss: 3.4930 2020-06-16 23:58:20,168 - mmaction - INFO - Epoch [11][2200/3134] lr: 0.01000, eta: 1 day, 22:10:44, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5437, loss_cls: 3.3093, loss: 3.3093 2020-06-16 23:58:31,821 - mmaction - INFO - Epoch [11][2220/3134] lr: 0.01000, eta: 1 day, 22:10:31, time: 0.585, data_time: 0.005, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5531, loss_cls: 3.3235, loss: 3.3235 2020-06-16 23:58:43,471 - mmaction - INFO - Epoch [11][2240/3134] lr: 0.01000, eta: 1 day, 22:10:17, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5125, loss_cls: 3.4624, loss: 3.4624 2020-06-16 23:58:55,122 - mmaction - INFO - Epoch [11][2260/3134] lr: 0.01000, eta: 1 day, 22:10:03, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5469, loss_cls: 3.3633, loss: 3.3633 2020-06-16 23:59:06,840 - mmaction - INFO - Epoch [11][2280/3134] lr: 0.01000, eta: 1 day, 22:09:50, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5469, loss_cls: 3.3355, loss: 3.3355 2020-06-16 23:59:18,459 - mmaction - INFO - Epoch [11][2300/3134] lr: 0.01000, eta: 1 day, 22:09:36, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5781, loss_cls: 3.2601, loss: 3.2601 2020-06-16 23:59:30,045 - mmaction - INFO - Epoch [11][2320/3134] lr: 0.01000, eta: 1 day, 22:09:22, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5188, loss_cls: 3.3619, loss: 3.3619 2020-06-16 23:59:41,708 - mmaction - INFO - Epoch [11][2340/3134] lr: 0.01000, eta: 1 day, 22:09:08, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.2687, top5_acc: 0.5250, loss_cls: 3.4339, loss: 3.4339 2020-06-16 23:59:53,397 - mmaction - INFO - Epoch [11][2360/3134] lr: 0.01000, eta: 1 day, 22:08:54, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5094, loss_cls: 3.3915, loss: 3.3915 2020-06-17 00:00:06,355 - mmaction - INFO - Epoch [11][2380/3134] lr: 0.01000, eta: 1 day, 22:08:51, time: 0.648, data_time: 0.005, memory: 8339, top1_acc: 0.2562, top5_acc: 0.5312, loss_cls: 3.3509, loss: 3.3509 2020-06-17 00:00:18,141 - mmaction - INFO - Epoch [11][2400/3134] lr: 0.01000, eta: 1 day, 22:08:39, time: 0.590, data_time: 0.010, memory: 8339, top1_acc: 0.2469, top5_acc: 0.5094, loss_cls: 3.3992, loss: 3.3992 2020-06-17 00:00:29,831 - mmaction - INFO - Epoch [11][2420/3134] lr: 0.01000, eta: 1 day, 22:08:25, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5813, loss_cls: 3.2292, loss: 3.2292 2020-06-17 00:00:42,256 - mmaction - INFO - Epoch [11][2440/3134] lr: 0.01000, eta: 1 day, 22:08:18, time: 0.620, data_time: 0.005, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5312, loss_cls: 3.2644, loss: 3.2644 2020-06-17 00:00:54,000 - mmaction - INFO - Epoch [11][2460/3134] lr: 0.01000, eta: 1 day, 22:08:05, time: 0.590, data_time: 0.005, memory: 8339, top1_acc: 0.2687, top5_acc: 0.5594, loss_cls: 3.4359, loss: 3.4359 2020-06-17 00:01:05,672 - mmaction - INFO - Epoch [11][2480/3134] lr: 0.01000, eta: 1 day, 22:07:51, time: 0.584, data_time: 0.000, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5625, loss_cls: 3.2262, loss: 3.2262 2020-06-17 00:01:17,244 - mmaction - INFO - Epoch [11][2500/3134] lr: 0.01000, eta: 1 day, 22:07:37, time: 0.577, data_time: 0.004, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5406, loss_cls: 3.3014, loss: 3.3014 2020-06-17 00:01:28,885 - mmaction - INFO - Epoch [11][2520/3134] lr: 0.01000, eta: 1 day, 22:07:23, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5594, loss_cls: 3.2101, loss: 3.2101 2020-06-17 00:01:40,508 - mmaction - INFO - Epoch [11][2540/3134] lr: 0.01000, eta: 1 day, 22:07:09, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.2500, top5_acc: 0.5188, loss_cls: 3.5819, loss: 3.5819 2020-06-17 00:01:52,163 - mmaction - INFO - Epoch [11][2560/3134] lr: 0.01000, eta: 1 day, 22:06:55, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5531, loss_cls: 3.2598, loss: 3.2598 2020-06-17 00:02:03,786 - mmaction - INFO - Epoch [11][2580/3134] lr: 0.01000, eta: 1 day, 22:06:41, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5250, loss_cls: 3.3491, loss: 3.3491 2020-06-17 00:02:15,354 - mmaction - INFO - Epoch [11][2600/3134] lr: 0.01000, eta: 1 day, 22:06:27, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5813, loss_cls: 3.1527, loss: 3.1527 2020-06-17 00:02:27,087 - mmaction - INFO - Epoch [11][2620/3134] lr: 0.01000, eta: 1 day, 22:06:13, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5406, loss_cls: 3.2096, loss: 3.2096 2020-06-17 00:02:38,822 - mmaction - INFO - Epoch [11][2640/3134] lr: 0.01000, eta: 1 day, 22:06:01, time: 0.589, data_time: 0.004, memory: 8339, top1_acc: 0.3000, top5_acc: 0.4875, loss_cls: 3.5309, loss: 3.5309 2020-06-17 00:02:50,613 - mmaction - INFO - Epoch [11][2660/3134] lr: 0.01000, eta: 1 day, 22:05:48, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5031, loss_cls: 3.2521, loss: 3.2521 2020-06-17 00:03:02,259 - mmaction - INFO - Epoch [11][2680/3134] lr: 0.01000, eta: 1 day, 22:05:34, time: 0.585, data_time: 0.005, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5375, loss_cls: 3.2531, loss: 3.2531 2020-06-17 00:03:13,996 - mmaction - INFO - Epoch [11][2700/3134] lr: 0.01000, eta: 1 day, 22:05:21, time: 0.587, data_time: 0.001, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5469, loss_cls: 3.3975, loss: 3.3975 2020-06-17 00:03:25,690 - mmaction - INFO - Epoch [11][2720/3134] lr: 0.01000, eta: 1 day, 22:05:08, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5813, loss_cls: 3.2245, loss: 3.2245 2020-06-17 00:03:37,384 - mmaction - INFO - Epoch [11][2740/3134] lr: 0.01000, eta: 1 day, 22:04:54, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5563, loss_cls: 3.3545, loss: 3.3545 2020-06-17 00:03:49,015 - mmaction - INFO - Epoch [11][2760/3134] lr: 0.01000, eta: 1 day, 22:04:41, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5281, loss_cls: 3.3416, loss: 3.3416 2020-06-17 00:04:00,848 - mmaction - INFO - Epoch [11][2780/3134] lr: 0.01000, eta: 1 day, 22:04:28, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5156, loss_cls: 3.4375, loss: 3.4375 2020-06-17 00:04:12,569 - mmaction - INFO - Epoch [11][2800/3134] lr: 0.01000, eta: 1 day, 22:04:15, time: 0.590, data_time: 0.006, memory: 8339, top1_acc: 0.2687, top5_acc: 0.4938, loss_cls: 3.5034, loss: 3.5034 2020-06-17 00:04:24,237 - mmaction - INFO - Epoch [11][2820/3134] lr: 0.01000, eta: 1 day, 22:04:01, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.2562, top5_acc: 0.4813, loss_cls: 3.5576, loss: 3.5576 2020-06-17 00:04:35,885 - mmaction - INFO - Epoch [11][2840/3134] lr: 0.01000, eta: 1 day, 22:03:48, time: 0.582, data_time: 0.005, memory: 8339, top1_acc: 0.2687, top5_acc: 0.5000, loss_cls: 3.4974, loss: 3.4974 2020-06-17 00:04:47,541 - mmaction - INFO - Epoch [11][2860/3134] lr: 0.01000, eta: 1 day, 22:03:34, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5156, loss_cls: 3.5279, loss: 3.5279 2020-06-17 00:04:59,177 - mmaction - INFO - Epoch [11][2880/3134] lr: 0.01000, eta: 1 day, 22:03:20, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.3625, top5_acc: 0.5781, loss_cls: 3.0022, loss: 3.0022 2020-06-17 00:05:10,981 - mmaction - INFO - Epoch [11][2900/3134] lr: 0.01000, eta: 1 day, 22:03:08, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5219, loss_cls: 3.3050, loss: 3.3050 2020-06-17 00:05:22,699 - mmaction - INFO - Epoch [11][2920/3134] lr: 0.01000, eta: 1 day, 22:02:55, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5687, loss_cls: 3.1208, loss: 3.1208 2020-06-17 00:05:34,312 - mmaction - INFO - Epoch [11][2940/3134] lr: 0.01000, eta: 1 day, 22:02:41, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5594, loss_cls: 3.2490, loss: 3.2490 2020-06-17 00:05:46,227 - mmaction - INFO - Epoch [11][2960/3134] lr: 0.01000, eta: 1 day, 22:02:29, time: 0.594, data_time: 0.003, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5188, loss_cls: 3.4329, loss: 3.4329 2020-06-17 00:05:57,851 - mmaction - INFO - Epoch [11][2980/3134] lr: 0.01000, eta: 1 day, 22:02:15, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5000, loss_cls: 3.4948, loss: 3.4948 2020-06-17 00:06:09,431 - mmaction - INFO - Epoch [11][3000/3134] lr: 0.01000, eta: 1 day, 22:02:01, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5563, loss_cls: 3.2642, loss: 3.2642 2020-06-17 00:06:21,169 - mmaction - INFO - Epoch [11][3020/3134] lr: 0.01000, eta: 1 day, 22:01:47, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5281, loss_cls: 3.3648, loss: 3.3648 2020-06-17 00:06:32,809 - mmaction - INFO - Epoch [11][3040/3134] lr: 0.01000, eta: 1 day, 22:01:34, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5625, loss_cls: 3.1915, loss: 3.1915 2020-06-17 00:06:44,486 - mmaction - INFO - Epoch [11][3060/3134] lr: 0.01000, eta: 1 day, 22:01:21, time: 0.584, data_time: 0.000, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5781, loss_cls: 3.0884, loss: 3.0884 2020-06-17 00:06:56,113 - mmaction - INFO - Epoch [11][3080/3134] lr: 0.01000, eta: 1 day, 22:01:06, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5281, loss_cls: 3.4348, loss: 3.4348 2020-06-17 00:07:07,672 - mmaction - INFO - Epoch [11][3100/3134] lr: 0.01000, eta: 1 day, 22:00:52, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5500, loss_cls: 3.3622, loss: 3.3622 2020-06-17 00:07:19,459 - mmaction - INFO - Epoch [11][3120/3134] lr: 0.01000, eta: 1 day, 22:00:39, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5750, loss_cls: 3.1406, loss: 3.1406 2020-06-17 00:08:02,587 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-17 00:08:03,841 - mmaction - INFO - top1_acc 0.2220 top5_acc 0.4646 2020-06-17 00:08:03,865 - mmaction - INFO - Epoch [11][3134/3134] lr: 0.01000, top1_acc: 0.2220, top5_acc: 0.4646 2020-06-17 00:08:19,658 - mmaction - INFO - Epoch [12][20/3134] lr: 0.01000, eta: 1 day, 21:59:43, time: 0.788, data_time: 0.213, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5719, loss_cls: 3.2234, loss: 3.2234 2020-06-17 00:08:31,347 - mmaction - INFO - Epoch [12][40/3134] lr: 0.01000, eta: 1 day, 21:59:30, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5312, loss_cls: 3.3696, loss: 3.3696 2020-06-17 00:08:42,937 - mmaction - INFO - Epoch [12][60/3134] lr: 0.01000, eta: 1 day, 21:59:16, time: 0.583, data_time: 0.006, memory: 8339, top1_acc: 0.2656, top5_acc: 0.5188, loss_cls: 3.3929, loss: 3.3929 2020-06-17 00:08:54,488 - mmaction - INFO - Epoch [12][80/3134] lr: 0.01000, eta: 1 day, 21:59:02, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5156, loss_cls: 3.3489, loss: 3.3489 2020-06-17 00:09:06,238 - mmaction - INFO - Epoch [12][100/3134] lr: 0.01000, eta: 1 day, 21:58:48, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5469, loss_cls: 3.3700, loss: 3.3700 2020-06-17 00:09:17,857 - mmaction - INFO - Epoch [12][120/3134] lr: 0.01000, eta: 1 day, 21:58:35, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5687, loss_cls: 3.2622, loss: 3.2622 2020-06-17 00:09:29,453 - mmaction - INFO - Epoch [12][140/3134] lr: 0.01000, eta: 1 day, 21:58:20, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5500, loss_cls: 3.2753, loss: 3.2753 2020-06-17 00:09:41,186 - mmaction - INFO - Epoch [12][160/3134] lr: 0.01000, eta: 1 day, 21:58:07, time: 0.585, data_time: 0.005, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5469, loss_cls: 3.3531, loss: 3.3531 2020-06-17 00:09:52,904 - mmaction - INFO - Epoch [12][180/3134] lr: 0.01000, eta: 1 day, 21:57:55, time: 0.589, data_time: 0.004, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5500, loss_cls: 3.2723, loss: 3.2723 2020-06-17 00:10:04,530 - mmaction - INFO - Epoch [12][200/3134] lr: 0.01000, eta: 1 day, 21:57:40, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.2719, top5_acc: 0.5375, loss_cls: 3.2781, loss: 3.2781 2020-06-17 00:10:16,167 - mmaction - INFO - Epoch [12][220/3134] lr: 0.01000, eta: 1 day, 21:57:27, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5750, loss_cls: 3.1909, loss: 3.1909 2020-06-17 00:10:27,775 - mmaction - INFO - Epoch [12][240/3134] lr: 0.01000, eta: 1 day, 21:57:13, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5531, loss_cls: 3.2288, loss: 3.2288 2020-06-17 00:10:39,539 - mmaction - INFO - Epoch [12][260/3134] lr: 0.01000, eta: 1 day, 21:56:59, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6219, loss_cls: 2.9733, loss: 2.9733 2020-06-17 00:10:51,133 - mmaction - INFO - Epoch [12][280/3134] lr: 0.01000, eta: 1 day, 21:56:46, time: 0.583, data_time: 0.006, memory: 8339, top1_acc: 0.2687, top5_acc: 0.5062, loss_cls: 3.4964, loss: 3.4964 2020-06-17 00:11:02,697 - mmaction - INFO - Epoch [12][300/3134] lr: 0.01000, eta: 1 day, 21:56:32, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5281, loss_cls: 3.3905, loss: 3.3905 2020-06-17 00:11:14,415 - mmaction - INFO - Epoch [12][320/3134] lr: 0.01000, eta: 1 day, 21:56:18, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5406, loss_cls: 3.3484, loss: 3.3484 2020-06-17 00:11:26,064 - mmaction - INFO - Epoch [12][340/3134] lr: 0.01000, eta: 1 day, 21:56:05, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5437, loss_cls: 3.2510, loss: 3.2510 2020-06-17 00:11:37,820 - mmaction - INFO - Epoch [12][360/3134] lr: 0.01000, eta: 1 day, 21:55:52, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5656, loss_cls: 3.2594, loss: 3.2594 2020-06-17 00:11:49,504 - mmaction - INFO - Epoch [12][380/3134] lr: 0.01000, eta: 1 day, 21:55:39, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3594, top5_acc: 0.5906, loss_cls: 3.0189, loss: 3.0189 2020-06-17 00:12:01,265 - mmaction - INFO - Epoch [12][400/3134] lr: 0.01000, eta: 1 day, 21:55:25, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5750, loss_cls: 3.1724, loss: 3.1724 2020-06-17 00:12:13,052 - mmaction - INFO - Epoch [12][420/3134] lr: 0.01000, eta: 1 day, 21:55:13, time: 0.593, data_time: 0.005, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5219, loss_cls: 3.3769, loss: 3.3769 2020-06-17 00:12:24,690 - mmaction - INFO - Epoch [12][440/3134] lr: 0.01000, eta: 1 day, 21:54:59, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5906, loss_cls: 3.0646, loss: 3.0646 2020-06-17 00:12:36,426 - mmaction - INFO - Epoch [12][460/3134] lr: 0.01000, eta: 1 day, 21:54:47, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5563, loss_cls: 3.2110, loss: 3.2110 2020-06-17 00:12:48,182 - mmaction - INFO - Epoch [12][480/3134] lr: 0.01000, eta: 1 day, 21:54:34, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5500, loss_cls: 3.3009, loss: 3.3009 2020-06-17 00:12:59,822 - mmaction - INFO - Epoch [12][500/3134] lr: 0.01000, eta: 1 day, 21:54:20, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5625, loss_cls: 3.1728, loss: 3.1728 2020-06-17 00:13:11,439 - mmaction - INFO - Epoch [12][520/3134] lr: 0.01000, eta: 1 day, 21:54:06, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5344, loss_cls: 3.3372, loss: 3.3372 2020-06-17 00:13:23,101 - mmaction - INFO - Epoch [12][540/3134] lr: 0.01000, eta: 1 day, 21:53:52, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5781, loss_cls: 3.1715, loss: 3.1715 2020-06-17 00:13:34,825 - mmaction - INFO - Epoch [12][560/3134] lr: 0.01000, eta: 1 day, 21:53:40, time: 0.589, data_time: 0.005, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5000, loss_cls: 3.3895, loss: 3.3895 2020-06-17 00:13:46,470 - mmaction - INFO - Epoch [12][580/3134] lr: 0.01000, eta: 1 day, 21:53:26, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5844, loss_cls: 3.1801, loss: 3.1801 2020-06-17 00:13:58,186 - mmaction - INFO - Epoch [12][600/3134] lr: 0.01000, eta: 1 day, 21:53:13, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5344, loss_cls: 3.4005, loss: 3.4005 2020-06-17 00:14:09,888 - mmaction - INFO - Epoch [12][620/3134] lr: 0.01000, eta: 1 day, 21:53:00, time: 0.585, data_time: 0.005, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5406, loss_cls: 3.3186, loss: 3.3186 2020-06-17 00:14:21,634 - mmaction - INFO - Epoch [12][640/3134] lr: 0.01000, eta: 1 day, 21:52:47, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5906, loss_cls: 3.0746, loss: 3.0746 2020-06-17 00:14:33,180 - mmaction - INFO - Epoch [12][660/3134] lr: 0.01000, eta: 1 day, 21:52:32, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5625, loss_cls: 3.1926, loss: 3.1926 2020-06-17 00:14:44,939 - mmaction - INFO - Epoch [12][680/3134] lr: 0.01000, eta: 1 day, 21:52:19, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5312, loss_cls: 3.3029, loss: 3.3029 2020-06-17 00:14:56,844 - mmaction - INFO - Epoch [12][700/3134] lr: 0.01000, eta: 1 day, 21:52:08, time: 0.597, data_time: 0.004, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5844, loss_cls: 3.1335, loss: 3.1335 2020-06-17 00:15:08,499 - mmaction - INFO - Epoch [12][720/3134] lr: 0.01000, eta: 1 day, 21:51:54, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5281, loss_cls: 3.2523, loss: 3.2523 2020-06-17 00:15:20,088 - mmaction - INFO - Epoch [12][740/3134] lr: 0.01000, eta: 1 day, 21:51:40, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5469, loss_cls: 3.2628, loss: 3.2628 2020-06-17 00:15:31,677 - mmaction - INFO - Epoch [12][760/3134] lr: 0.01000, eta: 1 day, 21:51:26, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5469, loss_cls: 3.1719, loss: 3.1719 2020-06-17 00:15:43,430 - mmaction - INFO - Epoch [12][780/3134] lr: 0.01000, eta: 1 day, 21:51:13, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5781, loss_cls: 3.1472, loss: 3.1472 2020-06-17 00:15:55,130 - mmaction - INFO - Epoch [12][800/3134] lr: 0.01000, eta: 1 day, 21:51:00, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5437, loss_cls: 3.3589, loss: 3.3589 2020-06-17 00:16:06,751 - mmaction - INFO - Epoch [12][820/3134] lr: 0.01000, eta: 1 day, 21:50:46, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5500, loss_cls: 3.1891, loss: 3.1891 2020-06-17 00:16:18,448 - mmaction - INFO - Epoch [12][840/3134] lr: 0.01000, eta: 1 day, 21:50:33, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.2344, top5_acc: 0.5062, loss_cls: 3.5590, loss: 3.5590 2020-06-17 00:16:30,176 - mmaction - INFO - Epoch [12][860/3134] lr: 0.01000, eta: 1 day, 21:50:20, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5094, loss_cls: 3.6045, loss: 3.6045 2020-06-17 00:16:41,784 - mmaction - INFO - Epoch [12][880/3134] lr: 0.01000, eta: 1 day, 21:50:06, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.2594, top5_acc: 0.5375, loss_cls: 3.4138, loss: 3.4138 2020-06-17 00:16:53,420 - mmaction - INFO - Epoch [12][900/3134] lr: 0.01000, eta: 1 day, 21:49:53, time: 0.583, data_time: 0.005, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5000, loss_cls: 3.4619, loss: 3.4619 2020-06-17 00:17:05,183 - mmaction - INFO - Epoch [12][920/3134] lr: 0.01000, eta: 1 day, 21:49:40, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5188, loss_cls: 3.3958, loss: 3.3958 2020-06-17 00:17:16,833 - mmaction - INFO - Epoch [12][940/3134] lr: 0.01000, eta: 1 day, 21:49:26, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5219, loss_cls: 3.3461, loss: 3.3461 2020-06-17 00:17:28,441 - mmaction - INFO - Epoch [12][960/3134] lr: 0.01000, eta: 1 day, 21:49:13, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5594, loss_cls: 3.2139, loss: 3.2139 2020-06-17 00:17:40,093 - mmaction - INFO - Epoch [12][980/3134] lr: 0.01000, eta: 1 day, 21:48:59, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5344, loss_cls: 3.2991, loss: 3.2991 2020-06-17 00:17:51,620 - mmaction - INFO - Epoch [12][1000/3134] lr: 0.01000, eta: 1 day, 21:48:44, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5437, loss_cls: 3.2468, loss: 3.2468 2020-06-17 00:18:03,203 - mmaction - INFO - Epoch [12][1020/3134] lr: 0.01000, eta: 1 day, 21:48:30, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5312, loss_cls: 3.2984, loss: 3.2984 2020-06-17 00:18:14,853 - mmaction - INFO - Epoch [12][1040/3134] lr: 0.01000, eta: 1 day, 21:48:17, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5750, loss_cls: 3.1713, loss: 3.1713 2020-06-17 00:18:26,559 - mmaction - INFO - Epoch [12][1060/3134] lr: 0.01000, eta: 1 day, 21:48:03, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5594, loss_cls: 3.2313, loss: 3.2313 2020-06-17 00:18:38,189 - mmaction - INFO - Epoch [12][1080/3134] lr: 0.01000, eta: 1 day, 21:47:50, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5375, loss_cls: 3.1907, loss: 3.1907 2020-06-17 00:18:49,859 - mmaction - INFO - Epoch [12][1100/3134] lr: 0.01000, eta: 1 day, 21:47:36, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5437, loss_cls: 3.3266, loss: 3.3266 2020-06-17 00:19:01,539 - mmaction - INFO - Epoch [12][1120/3134] lr: 0.01000, eta: 1 day, 21:47:23, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5312, loss_cls: 3.2652, loss: 3.2652 2020-06-17 00:19:13,290 - mmaction - INFO - Epoch [12][1140/3134] lr: 0.01000, eta: 1 day, 21:47:10, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5781, loss_cls: 3.1773, loss: 3.1773 2020-06-17 00:19:24,940 - mmaction - INFO - Epoch [12][1160/3134] lr: 0.01000, eta: 1 day, 21:46:57, time: 0.586, data_time: 0.005, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5312, loss_cls: 3.3774, loss: 3.3774 2020-06-17 00:19:36,633 - mmaction - INFO - Epoch [12][1180/3134] lr: 0.01000, eta: 1 day, 21:46:43, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5656, loss_cls: 3.2338, loss: 3.2338 2020-06-17 00:19:48,333 - mmaction - INFO - Epoch [12][1200/3134] lr: 0.01000, eta: 1 day, 21:46:30, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5781, loss_cls: 3.1163, loss: 3.1163 2020-06-17 00:20:00,037 - mmaction - INFO - Epoch [12][1220/3134] lr: 0.01000, eta: 1 day, 21:46:17, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.3625, top5_acc: 0.5469, loss_cls: 3.1640, loss: 3.1640 2020-06-17 00:20:11,726 - mmaction - INFO - Epoch [12][1240/3134] lr: 0.01000, eta: 1 day, 21:46:04, time: 0.583, data_time: 0.000, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5781, loss_cls: 3.0576, loss: 3.0576 2020-06-17 00:20:23,298 - mmaction - INFO - Epoch [12][1260/3134] lr: 0.01000, eta: 1 day, 21:45:50, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5625, loss_cls: 3.2533, loss: 3.2533 2020-06-17 00:20:34,957 - mmaction - INFO - Epoch [12][1280/3134] lr: 0.01000, eta: 1 day, 21:45:36, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5781, loss_cls: 3.2997, loss: 3.2997 2020-06-17 00:20:46,706 - mmaction - INFO - Epoch [12][1300/3134] lr: 0.01000, eta: 1 day, 21:45:23, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.2812, top5_acc: 0.4875, loss_cls: 3.4271, loss: 3.4271 2020-06-17 00:20:58,354 - mmaction - INFO - Epoch [12][1320/3134] lr: 0.01000, eta: 1 day, 21:45:10, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5938, loss_cls: 3.0925, loss: 3.0925 2020-06-17 00:21:09,960 - mmaction - INFO - Epoch [12][1340/3134] lr: 0.01000, eta: 1 day, 21:44:56, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5687, loss_cls: 3.2401, loss: 3.2401 2020-06-17 00:21:21,594 - mmaction - INFO - Epoch [12][1360/3134] lr: 0.01000, eta: 1 day, 21:44:42, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5281, loss_cls: 3.3497, loss: 3.3497 2020-06-17 00:21:33,319 - mmaction - INFO - Epoch [12][1380/3134] lr: 0.01000, eta: 1 day, 21:44:29, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5281, loss_cls: 3.3935, loss: 3.3935 2020-06-17 00:21:45,073 - mmaction - INFO - Epoch [12][1400/3134] lr: 0.01000, eta: 1 day, 21:44:17, time: 0.587, data_time: 0.001, memory: 8339, top1_acc: 0.2750, top5_acc: 0.4813, loss_cls: 3.5615, loss: 3.5615 2020-06-17 00:21:56,728 - mmaction - INFO - Epoch [12][1420/3134] lr: 0.01000, eta: 1 day, 21:44:03, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3281, top5_acc: 0.6000, loss_cls: 3.0925, loss: 3.0925 2020-06-17 00:22:08,295 - mmaction - INFO - Epoch [12][1440/3134] lr: 0.01000, eta: 1 day, 21:43:49, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5375, loss_cls: 3.3351, loss: 3.3351 2020-06-17 00:22:19,998 - mmaction - INFO - Epoch [12][1460/3134] lr: 0.01000, eta: 1 day, 21:43:35, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5656, loss_cls: 3.2157, loss: 3.2157 2020-06-17 00:22:31,574 - mmaction - INFO - Epoch [12][1480/3134] lr: 0.01000, eta: 1 day, 21:43:22, time: 0.583, data_time: 0.005, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5531, loss_cls: 3.2812, loss: 3.2812 2020-06-17 00:22:43,222 - mmaction - INFO - Epoch [12][1500/3134] lr: 0.01000, eta: 1 day, 21:43:08, time: 0.582, data_time: 0.000, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5594, loss_cls: 3.1885, loss: 3.1885 2020-06-17 00:22:54,912 - mmaction - INFO - Epoch [12][1520/3134] lr: 0.01000, eta: 1 day, 21:42:55, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3344, top5_acc: 0.6094, loss_cls: 3.1145, loss: 3.1145 2020-06-17 00:23:06,571 - mmaction - INFO - Epoch [12][1540/3134] lr: 0.01000, eta: 1 day, 21:42:42, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5406, loss_cls: 3.2412, loss: 3.2412 2020-06-17 00:23:18,169 - mmaction - INFO - Epoch [12][1560/3134] lr: 0.01000, eta: 1 day, 21:42:28, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5875, loss_cls: 3.2166, loss: 3.2166 2020-06-17 00:23:30,006 - mmaction - INFO - Epoch [12][1580/3134] lr: 0.01000, eta: 1 day, 21:42:15, time: 0.591, data_time: 0.005, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5437, loss_cls: 3.2293, loss: 3.2293 2020-06-17 00:23:41,769 - mmaction - INFO - Epoch [12][1600/3134] lr: 0.01000, eta: 1 day, 21:42:03, time: 0.589, data_time: 0.003, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5375, loss_cls: 3.2851, loss: 3.2851 2020-06-17 00:23:53,298 - mmaction - INFO - Epoch [12][1620/3134] lr: 0.01000, eta: 1 day, 21:41:48, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5000, loss_cls: 3.4177, loss: 3.4177 2020-06-17 00:24:04,943 - mmaction - INFO - Epoch [12][1640/3134] lr: 0.01000, eta: 1 day, 21:41:35, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5344, loss_cls: 3.2491, loss: 3.2491 2020-06-17 00:24:16,696 - mmaction - INFO - Epoch [12][1660/3134] lr: 0.01000, eta: 1 day, 21:41:22, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.2594, top5_acc: 0.4844, loss_cls: 3.4741, loss: 3.4741 2020-06-17 00:24:28,339 - mmaction - INFO - Epoch [12][1680/3134] lr: 0.01000, eta: 1 day, 21:41:09, time: 0.585, data_time: 0.006, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5437, loss_cls: 3.2503, loss: 3.2503 2020-06-17 00:24:39,848 - mmaction - INFO - Epoch [12][1700/3134] lr: 0.01000, eta: 1 day, 21:40:54, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5344, loss_cls: 3.3140, loss: 3.3140 2020-06-17 00:24:51,544 - mmaction - INFO - Epoch [12][1720/3134] lr: 0.01000, eta: 1 day, 21:40:41, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5781, loss_cls: 3.1556, loss: 3.1556 2020-06-17 00:25:03,369 - mmaction - INFO - Epoch [12][1740/3134] lr: 0.01000, eta: 1 day, 21:40:29, time: 0.591, data_time: 0.005, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5625, loss_cls: 3.1673, loss: 3.1673 2020-06-17 00:25:14,954 - mmaction - INFO - Epoch [12][1760/3134] lr: 0.01000, eta: 1 day, 21:40:15, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.2594, top5_acc: 0.5281, loss_cls: 3.4130, loss: 3.4130 2020-06-17 00:25:26,534 - mmaction - INFO - Epoch [12][1780/3134] lr: 0.01000, eta: 1 day, 21:40:01, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5594, loss_cls: 3.3488, loss: 3.3488 2020-06-17 00:25:38,233 - mmaction - INFO - Epoch [12][1800/3134] lr: 0.01000, eta: 1 day, 21:39:47, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.2687, top5_acc: 0.5531, loss_cls: 3.3456, loss: 3.3456 2020-06-17 00:25:49,921 - mmaction - INFO - Epoch [12][1820/3134] lr: 0.01000, eta: 1 day, 21:39:34, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5781, loss_cls: 3.1952, loss: 3.1952 2020-06-17 00:26:01,505 - mmaction - INFO - Epoch [12][1840/3134] lr: 0.01000, eta: 1 day, 21:39:20, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5188, loss_cls: 3.3102, loss: 3.3102 2020-06-17 00:26:13,205 - mmaction - INFO - Epoch [12][1860/3134] lr: 0.01000, eta: 1 day, 21:39:07, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.2719, top5_acc: 0.5188, loss_cls: 3.2901, loss: 3.2901 2020-06-17 00:26:24,867 - mmaction - INFO - Epoch [12][1880/3134] lr: 0.01000, eta: 1 day, 21:38:54, time: 0.585, data_time: 0.005, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5594, loss_cls: 3.2920, loss: 3.2920 2020-06-17 00:26:36,565 - mmaction - INFO - Epoch [12][1900/3134] lr: 0.01000, eta: 1 day, 21:38:41, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5094, loss_cls: 3.3966, loss: 3.3966 2020-06-17 00:26:48,301 - mmaction - INFO - Epoch [12][1920/3134] lr: 0.01000, eta: 1 day, 21:38:28, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5437, loss_cls: 3.3137, loss: 3.3137 2020-06-17 00:26:59,961 - mmaction - INFO - Epoch [12][1940/3134] lr: 0.01000, eta: 1 day, 21:38:14, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5719, loss_cls: 3.2345, loss: 3.2345 2020-06-17 00:27:11,573 - mmaction - INFO - Epoch [12][1960/3134] lr: 0.01000, eta: 1 day, 21:38:01, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5219, loss_cls: 3.3603, loss: 3.3603 2020-06-17 00:27:23,294 - mmaction - INFO - Epoch [12][1980/3134] lr: 0.01000, eta: 1 day, 21:37:47, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5188, loss_cls: 3.4242, loss: 3.4242 2020-06-17 00:27:35,070 - mmaction - INFO - Epoch [12][2000/3134] lr: 0.01000, eta: 1 day, 21:37:35, time: 0.591, data_time: 0.004, memory: 8339, top1_acc: 0.2625, top5_acc: 0.4906, loss_cls: 3.4717, loss: 3.4717 2020-06-17 00:27:46,758 - mmaction - INFO - Epoch [12][2020/3134] lr: 0.01000, eta: 1 day, 21:37:22, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.2562, top5_acc: 0.5594, loss_cls: 3.3787, loss: 3.3787 2020-06-17 00:27:58,499 - mmaction - INFO - Epoch [12][2040/3134] lr: 0.01000, eta: 1 day, 21:37:09, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5375, loss_cls: 3.3296, loss: 3.3296 2020-06-17 00:28:10,054 - mmaction - INFO - Epoch [12][2060/3134] lr: 0.01000, eta: 1 day, 21:36:55, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5594, loss_cls: 3.2675, loss: 3.2675 2020-06-17 00:28:21,778 - mmaction - INFO - Epoch [12][2080/3134] lr: 0.01000, eta: 1 day, 21:36:42, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5719, loss_cls: 3.2112, loss: 3.2112 2020-06-17 00:28:33,453 - mmaction - INFO - Epoch [12][2100/3134] lr: 0.01000, eta: 1 day, 21:36:29, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5594, loss_cls: 3.2873, loss: 3.2873 2020-06-17 00:28:45,073 - mmaction - INFO - Epoch [12][2120/3134] lr: 0.01000, eta: 1 day, 21:36:15, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5250, loss_cls: 3.4141, loss: 3.4141 2020-06-17 00:28:56,676 - mmaction - INFO - Epoch [12][2140/3134] lr: 0.01000, eta: 1 day, 21:36:01, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5625, loss_cls: 3.1930, loss: 3.1930 2020-06-17 00:29:08,384 - mmaction - INFO - Epoch [12][2160/3134] lr: 0.01000, eta: 1 day, 21:35:48, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5875, loss_cls: 3.0791, loss: 3.0791 2020-06-17 00:29:20,024 - mmaction - INFO - Epoch [12][2180/3134] lr: 0.01000, eta: 1 day, 21:35:35, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5094, loss_cls: 3.4257, loss: 3.4257 2020-06-17 00:29:31,629 - mmaction - INFO - Epoch [12][2200/3134] lr: 0.01000, eta: 1 day, 21:35:21, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5594, loss_cls: 3.2551, loss: 3.2551 2020-06-17 00:29:43,407 - mmaction - INFO - Epoch [12][2220/3134] lr: 0.01000, eta: 1 day, 21:35:08, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.2625, top5_acc: 0.5125, loss_cls: 3.4567, loss: 3.4567 2020-06-17 00:29:55,222 - mmaction - INFO - Epoch [12][2240/3134] lr: 0.01000, eta: 1 day, 21:34:56, time: 0.592, data_time: 0.004, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5437, loss_cls: 3.2884, loss: 3.2884 2020-06-17 00:30:06,905 - mmaction - INFO - Epoch [12][2260/3134] lr: 0.01000, eta: 1 day, 21:34:43, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5500, loss_cls: 3.3362, loss: 3.3362 2020-06-17 00:30:18,514 - mmaction - INFO - Epoch [12][2280/3134] lr: 0.01000, eta: 1 day, 21:34:29, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5250, loss_cls: 3.4068, loss: 3.4068 2020-06-17 00:30:30,248 - mmaction - INFO - Epoch [12][2300/3134] lr: 0.01000, eta: 1 day, 21:34:16, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5031, loss_cls: 3.3853, loss: 3.3853 2020-06-17 00:30:41,842 - mmaction - INFO - Epoch [12][2320/3134] lr: 0.01000, eta: 1 day, 21:34:03, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5250, loss_cls: 3.4605, loss: 3.4605 2020-06-17 00:30:53,439 - mmaction - INFO - Epoch [12][2340/3134] lr: 0.01000, eta: 1 day, 21:33:49, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5500, loss_cls: 3.2425, loss: 3.2425 2020-06-17 00:31:05,152 - mmaction - INFO - Epoch [12][2360/3134] lr: 0.01000, eta: 1 day, 21:33:36, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5813, loss_cls: 3.3949, loss: 3.3949 2020-06-17 00:31:16,851 - mmaction - INFO - Epoch [12][2380/3134] lr: 0.01000, eta: 1 day, 21:33:22, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5406, loss_cls: 3.3811, loss: 3.3811 2020-06-17 00:31:28,642 - mmaction - INFO - Epoch [12][2400/3134] lr: 0.01000, eta: 1 day, 21:33:10, time: 0.592, data_time: 0.003, memory: 8339, top1_acc: 0.2594, top5_acc: 0.5156, loss_cls: 3.4878, loss: 3.4878 2020-06-17 00:31:40,270 - mmaction - INFO - Epoch [12][2420/3134] lr: 0.01000, eta: 1 day, 21:32:57, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.2437, top5_acc: 0.5469, loss_cls: 3.4885, loss: 3.4885 2020-06-17 00:31:52,087 - mmaction - INFO - Epoch [12][2440/3134] lr: 0.01000, eta: 1 day, 21:32:44, time: 0.589, data_time: 0.004, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5125, loss_cls: 3.4617, loss: 3.4617 2020-06-17 00:32:03,704 - mmaction - INFO - Epoch [12][2460/3134] lr: 0.01000, eta: 1 day, 21:32:31, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5687, loss_cls: 3.0878, loss: 3.0878 2020-06-17 00:32:15,418 - mmaction - INFO - Epoch [12][2480/3134] lr: 0.01000, eta: 1 day, 21:32:18, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5312, loss_cls: 3.3533, loss: 3.3533 2020-06-17 00:32:27,010 - mmaction - INFO - Epoch [12][2500/3134] lr: 0.01000, eta: 1 day, 21:32:04, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5469, loss_cls: 3.2605, loss: 3.2605 2020-06-17 00:32:38,673 - mmaction - INFO - Epoch [12][2520/3134] lr: 0.01000, eta: 1 day, 21:31:51, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5563, loss_cls: 3.2426, loss: 3.2426 2020-06-17 00:32:50,454 - mmaction - INFO - Epoch [12][2540/3134] lr: 0.01000, eta: 1 day, 21:31:38, time: 0.590, data_time: 0.005, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5813, loss_cls: 3.1928, loss: 3.1928 2020-06-17 00:33:02,210 - mmaction - INFO - Epoch [12][2560/3134] lr: 0.01000, eta: 1 day, 21:31:25, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.2687, top5_acc: 0.5219, loss_cls: 3.4045, loss: 3.4045 2020-06-17 00:33:13,845 - mmaction - INFO - Epoch [12][2580/3134] lr: 0.01000, eta: 1 day, 21:31:12, time: 0.586, data_time: 0.005, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5969, loss_cls: 3.0810, loss: 3.0810 2020-06-17 00:33:25,450 - mmaction - INFO - Epoch [12][2600/3134] lr: 0.01000, eta: 1 day, 21:30:58, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5906, loss_cls: 3.2013, loss: 3.2013 2020-06-17 00:33:37,189 - mmaction - INFO - Epoch [12][2620/3134] lr: 0.01000, eta: 1 day, 21:30:45, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3219, top5_acc: 0.6031, loss_cls: 3.1447, loss: 3.1447 2020-06-17 00:33:48,875 - mmaction - INFO - Epoch [12][2640/3134] lr: 0.01000, eta: 1 day, 21:30:32, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5750, loss_cls: 3.1127, loss: 3.1127 2020-06-17 00:34:00,480 - mmaction - INFO - Epoch [12][2660/3134] lr: 0.01000, eta: 1 day, 21:30:18, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5437, loss_cls: 3.3369, loss: 3.3369 2020-06-17 00:34:12,154 - mmaction - INFO - Epoch [12][2680/3134] lr: 0.01000, eta: 1 day, 21:30:05, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5500, loss_cls: 3.1991, loss: 3.1991 2020-06-17 00:34:23,859 - mmaction - INFO - Epoch [12][2700/3134] lr: 0.01000, eta: 1 day, 21:29:52, time: 0.588, data_time: 0.005, memory: 8339, top1_acc: 0.2594, top5_acc: 0.5406, loss_cls: 3.3385, loss: 3.3385 2020-06-17 00:34:35,508 - mmaction - INFO - Epoch [12][2720/3134] lr: 0.01000, eta: 1 day, 21:29:39, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5500, loss_cls: 3.3204, loss: 3.3204 2020-06-17 00:34:47,156 - mmaction - INFO - Epoch [12][2740/3134] lr: 0.01000, eta: 1 day, 21:29:25, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5469, loss_cls: 3.3111, loss: 3.3111 2020-06-17 00:34:58,855 - mmaction - INFO - Epoch [12][2760/3134] lr: 0.01000, eta: 1 day, 21:29:12, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5594, loss_cls: 3.2736, loss: 3.2736 2020-06-17 00:35:10,594 - mmaction - INFO - Epoch [12][2780/3134] lr: 0.01000, eta: 1 day, 21:29:00, time: 0.587, data_time: 0.000, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5875, loss_cls: 3.2018, loss: 3.2018 2020-06-17 00:35:22,173 - mmaction - INFO - Epoch [12][2800/3134] lr: 0.01000, eta: 1 day, 21:28:46, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5250, loss_cls: 3.4126, loss: 3.4126 2020-06-17 00:35:33,738 - mmaction - INFO - Epoch [12][2820/3134] lr: 0.01000, eta: 1 day, 21:28:32, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5687, loss_cls: 3.2228, loss: 3.2228 2020-06-17 00:35:45,405 - mmaction - INFO - Epoch [12][2840/3134] lr: 0.01000, eta: 1 day, 21:28:18, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5719, loss_cls: 3.3267, loss: 3.3267 2020-06-17 00:35:57,186 - mmaction - INFO - Epoch [12][2860/3134] lr: 0.01000, eta: 1 day, 21:28:06, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5281, loss_cls: 3.4548, loss: 3.4548 2020-06-17 00:36:08,913 - mmaction - INFO - Epoch [12][2880/3134] lr: 0.01000, eta: 1 day, 21:27:53, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5094, loss_cls: 3.5178, loss: 3.5178 2020-06-17 00:36:20,852 - mmaction - INFO - Epoch [12][2900/3134] lr: 0.01000, eta: 1 day, 21:27:42, time: 0.598, data_time: 0.001, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5625, loss_cls: 3.2887, loss: 3.2887 2020-06-17 00:36:32,669 - mmaction - INFO - Epoch [12][2920/3134] lr: 0.01000, eta: 1 day, 21:27:30, time: 0.590, data_time: 0.001, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5500, loss_cls: 3.2140, loss: 3.2140 2020-06-17 00:36:44,343 - mmaction - INFO - Epoch [12][2940/3134] lr: 0.01000, eta: 1 day, 21:27:16, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5656, loss_cls: 3.1585, loss: 3.1585 2020-06-17 00:36:56,114 - mmaction - INFO - Epoch [12][2960/3134] lr: 0.01000, eta: 1 day, 21:27:04, time: 0.589, data_time: 0.003, memory: 8339, top1_acc: 0.2656, top5_acc: 0.5312, loss_cls: 3.3136, loss: 3.3136 2020-06-17 00:37:07,705 - mmaction - INFO - Epoch [12][2980/3134] lr: 0.01000, eta: 1 day, 21:26:50, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5406, loss_cls: 3.2949, loss: 3.2949 2020-06-17 00:37:19,370 - mmaction - INFO - Epoch [12][3000/3134] lr: 0.01000, eta: 1 day, 21:26:37, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5406, loss_cls: 3.2817, loss: 3.2817 2020-06-17 00:37:31,032 - mmaction - INFO - Epoch [12][3020/3134] lr: 0.01000, eta: 1 day, 21:26:24, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5312, loss_cls: 3.3934, loss: 3.3934 2020-06-17 00:37:42,715 - mmaction - INFO - Epoch [12][3040/3134] lr: 0.01000, eta: 1 day, 21:26:10, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5375, loss_cls: 3.3360, loss: 3.3360 2020-06-17 00:37:54,428 - mmaction - INFO - Epoch [12][3060/3134] lr: 0.01000, eta: 1 day, 21:25:57, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5656, loss_cls: 3.2546, loss: 3.2546 2020-06-17 00:38:05,998 - mmaction - INFO - Epoch [12][3080/3134] lr: 0.01000, eta: 1 day, 21:25:43, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5687, loss_cls: 3.2326, loss: 3.2326 2020-06-17 00:38:17,791 - mmaction - INFO - Epoch [12][3100/3134] lr: 0.01000, eta: 1 day, 21:25:31, time: 0.590, data_time: 0.005, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5156, loss_cls: 3.3331, loss: 3.3331 2020-06-17 00:38:29,559 - mmaction - INFO - Epoch [12][3120/3134] lr: 0.01000, eta: 1 day, 21:25:18, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5781, loss_cls: 3.1402, loss: 3.1402 2020-06-17 00:39:04,715 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-17 00:39:05,972 - mmaction - INFO - top1_acc 0.2271 top5_acc 0.4710 2020-06-17 00:39:05,989 - mmaction - INFO - Epoch [12][3134/3134] lr: 0.01000, top1_acc: 0.2271, top5_acc: 0.4710 2020-06-17 00:39:21,756 - mmaction - INFO - Epoch [13][20/3134] lr: 0.01000, eta: 1 day, 21:24:26, time: 0.786, data_time: 0.196, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5500, loss_cls: 3.2358, loss: 3.2358 2020-06-17 00:39:33,410 - mmaction - INFO - Epoch [13][40/3134] lr: 0.01000, eta: 1 day, 21:24:12, time: 0.584, data_time: 0.005, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5687, loss_cls: 3.2440, loss: 3.2440 2020-06-17 00:39:45,129 - mmaction - INFO - Epoch [13][60/3134] lr: 0.01000, eta: 1 day, 21:23:59, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5687, loss_cls: 3.1920, loss: 3.1920 2020-06-17 00:39:56,785 - mmaction - INFO - Epoch [13][80/3134] lr: 0.01000, eta: 1 day, 21:23:46, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5500, loss_cls: 3.2408, loss: 3.2408 2020-06-17 00:40:08,631 - mmaction - INFO - Epoch [13][100/3134] lr: 0.01000, eta: 1 day, 21:23:34, time: 0.590, data_time: 0.004, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5750, loss_cls: 3.2988, loss: 3.2988 2020-06-17 00:40:20,293 - mmaction - INFO - Epoch [13][120/3134] lr: 0.01000, eta: 1 day, 21:23:21, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5406, loss_cls: 3.2556, loss: 3.2556 2020-06-17 00:40:32,000 - mmaction - INFO - Epoch [13][140/3134] lr: 0.01000, eta: 1 day, 21:23:08, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5813, loss_cls: 3.0625, loss: 3.0625 2020-06-17 00:40:43,814 - mmaction - INFO - Epoch [13][160/3134] lr: 0.01000, eta: 1 day, 21:22:56, time: 0.590, data_time: 0.004, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5500, loss_cls: 3.2338, loss: 3.2338 2020-06-17 00:40:55,427 - mmaction - INFO - Epoch [13][180/3134] lr: 0.01000, eta: 1 day, 21:22:42, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3156, top5_acc: 0.6031, loss_cls: 3.1132, loss: 3.1132 2020-06-17 00:41:07,058 - mmaction - INFO - Epoch [13][200/3134] lr: 0.01000, eta: 1 day, 21:22:29, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5563, loss_cls: 3.2155, loss: 3.2155 2020-06-17 00:41:18,732 - mmaction - INFO - Epoch [13][220/3134] lr: 0.01000, eta: 1 day, 21:22:16, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5750, loss_cls: 3.1822, loss: 3.1822 2020-06-17 00:41:30,410 - mmaction - INFO - Epoch [13][240/3134] lr: 0.01000, eta: 1 day, 21:22:02, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5531, loss_cls: 3.2527, loss: 3.2527 2020-06-17 00:41:42,096 - mmaction - INFO - Epoch [13][260/3134] lr: 0.01000, eta: 1 day, 21:21:49, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6094, loss_cls: 3.0035, loss: 3.0035 2020-06-17 00:41:53,667 - mmaction - INFO - Epoch [13][280/3134] lr: 0.01000, eta: 1 day, 21:21:35, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5281, loss_cls: 3.4841, loss: 3.4841 2020-06-17 00:42:05,379 - mmaction - INFO - Epoch [13][300/3134] lr: 0.01000, eta: 1 day, 21:21:22, time: 0.582, data_time: 0.005, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5500, loss_cls: 3.2610, loss: 3.2610 2020-06-17 00:42:17,026 - mmaction - INFO - Epoch [13][320/3134] lr: 0.01000, eta: 1 day, 21:21:09, time: 0.586, data_time: 0.006, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5312, loss_cls: 3.3507, loss: 3.3507 2020-06-17 00:42:28,565 - mmaction - INFO - Epoch [13][340/3134] lr: 0.01000, eta: 1 day, 21:20:55, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5375, loss_cls: 3.2382, loss: 3.2382 2020-06-17 00:42:40,209 - mmaction - INFO - Epoch [13][360/3134] lr: 0.01000, eta: 1 day, 21:20:42, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5281, loss_cls: 3.3482, loss: 3.3482 2020-06-17 00:42:51,864 - mmaction - INFO - Epoch [13][380/3134] lr: 0.01000, eta: 1 day, 21:20:28, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3688, top5_acc: 0.5813, loss_cls: 3.1123, loss: 3.1123 2020-06-17 00:43:03,419 - mmaction - INFO - Epoch [13][400/3134] lr: 0.01000, eta: 1 day, 21:20:15, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5687, loss_cls: 3.2421, loss: 3.2421 2020-06-17 00:43:15,128 - mmaction - INFO - Epoch [13][420/3134] lr: 0.01000, eta: 1 day, 21:20:02, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5656, loss_cls: 3.2802, loss: 3.2802 2020-06-17 00:43:26,822 - mmaction - INFO - Epoch [13][440/3134] lr: 0.01000, eta: 1 day, 21:19:49, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5437, loss_cls: 3.2476, loss: 3.2476 2020-06-17 00:43:38,526 - mmaction - INFO - Epoch [13][460/3134] lr: 0.01000, eta: 1 day, 21:19:36, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5656, loss_cls: 3.1275, loss: 3.1275 2020-06-17 00:43:50,181 - mmaction - INFO - Epoch [13][480/3134] lr: 0.01000, eta: 1 day, 21:19:22, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3594, top5_acc: 0.5656, loss_cls: 3.1014, loss: 3.1014 2020-06-17 00:44:01,820 - mmaction - INFO - Epoch [13][500/3134] lr: 0.01000, eta: 1 day, 21:19:09, time: 0.583, data_time: 0.006, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5156, loss_cls: 3.3137, loss: 3.3137 2020-06-17 00:44:13,496 - mmaction - INFO - Epoch [13][520/3134] lr: 0.01000, eta: 1 day, 21:18:56, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3094, top5_acc: 0.6062, loss_cls: 3.1077, loss: 3.1077 2020-06-17 00:44:25,118 - mmaction - INFO - Epoch [13][540/3134] lr: 0.01000, eta: 1 day, 21:18:42, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6062, loss_cls: 3.0394, loss: 3.0394 2020-06-17 00:44:36,786 - mmaction - INFO - Epoch [13][560/3134] lr: 0.01000, eta: 1 day, 21:18:29, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5469, loss_cls: 3.2100, loss: 3.2100 2020-06-17 00:44:48,460 - mmaction - INFO - Epoch [13][580/3134] lr: 0.01000, eta: 1 day, 21:18:16, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5375, loss_cls: 3.2747, loss: 3.2747 2020-06-17 00:45:00,002 - mmaction - INFO - Epoch [13][600/3134] lr: 0.01000, eta: 1 day, 21:18:02, time: 0.576, data_time: 0.000, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5719, loss_cls: 3.0735, loss: 3.0735 2020-06-17 00:45:11,650 - mmaction - INFO - Epoch [13][620/3134] lr: 0.01000, eta: 1 day, 21:17:49, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5625, loss_cls: 3.2548, loss: 3.2548 2020-06-17 00:45:23,307 - mmaction - INFO - Epoch [13][640/3134] lr: 0.01000, eta: 1 day, 21:17:35, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5563, loss_cls: 3.2229, loss: 3.2229 2020-06-17 00:45:34,878 - mmaction - INFO - Epoch [13][660/3134] lr: 0.01000, eta: 1 day, 21:17:22, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.2687, top5_acc: 0.5156, loss_cls: 3.3868, loss: 3.3868 2020-06-17 00:45:47,061 - mmaction - INFO - Epoch [13][680/3134] lr: 0.01000, eta: 1 day, 21:17:12, time: 0.609, data_time: 0.030, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5500, loss_cls: 3.2671, loss: 3.2671 2020-06-17 00:45:58,767 - mmaction - INFO - Epoch [13][700/3134] lr: 0.01000, eta: 1 day, 21:16:58, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5375, loss_cls: 3.2033, loss: 3.2033 2020-06-17 00:46:10,382 - mmaction - INFO - Epoch [13][720/3134] lr: 0.01000, eta: 1 day, 21:16:46, time: 0.586, data_time: 0.007, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5469, loss_cls: 3.3011, loss: 3.3011 2020-06-17 00:46:21,981 - mmaction - INFO - Epoch [13][740/3134] lr: 0.01000, eta: 1 day, 21:16:32, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5906, loss_cls: 3.1427, loss: 3.1427 2020-06-17 00:46:33,714 - mmaction - INFO - Epoch [13][760/3134] lr: 0.01000, eta: 1 day, 21:16:19, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5406, loss_cls: 3.1703, loss: 3.1703 2020-06-17 00:46:45,412 - mmaction - INFO - Epoch [13][780/3134] lr: 0.01000, eta: 1 day, 21:16:06, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5687, loss_cls: 3.3315, loss: 3.3315 2020-06-17 00:46:57,104 - mmaction - INFO - Epoch [13][800/3134] lr: 0.01000, eta: 1 day, 21:15:53, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.3250, top5_acc: 0.6031, loss_cls: 3.0857, loss: 3.0857 2020-06-17 00:47:08,707 - mmaction - INFO - Epoch [13][820/3134] lr: 0.01000, eta: 1 day, 21:15:39, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5250, loss_cls: 3.2718, loss: 3.2718 2020-06-17 00:47:20,517 - mmaction - INFO - Epoch [13][840/3134] lr: 0.01000, eta: 1 day, 21:15:27, time: 0.590, data_time: 0.004, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5687, loss_cls: 3.1841, loss: 3.1841 2020-06-17 00:47:32,254 - mmaction - INFO - Epoch [13][860/3134] lr: 0.01000, eta: 1 day, 21:15:15, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.3344, top5_acc: 0.6188, loss_cls: 2.9878, loss: 2.9878 2020-06-17 00:47:43,847 - mmaction - INFO - Epoch [13][880/3134] lr: 0.01000, eta: 1 day, 21:15:01, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.2687, top5_acc: 0.5531, loss_cls: 3.3109, loss: 3.3109 2020-06-17 00:47:55,503 - mmaction - INFO - Epoch [13][900/3134] lr: 0.01000, eta: 1 day, 21:14:48, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5719, loss_cls: 3.2536, loss: 3.2536 2020-06-17 00:48:07,210 - mmaction - INFO - Epoch [13][920/3134] lr: 0.01000, eta: 1 day, 21:14:35, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5188, loss_cls: 3.4352, loss: 3.4352 2020-06-17 00:48:18,913 - mmaction - INFO - Epoch [13][940/3134] lr: 0.01000, eta: 1 day, 21:14:22, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5437, loss_cls: 3.2521, loss: 3.2521 2020-06-17 00:48:30,581 - mmaction - INFO - Epoch [13][960/3134] lr: 0.01000, eta: 1 day, 21:14:09, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5625, loss_cls: 3.2745, loss: 3.2745 2020-06-17 00:48:42,153 - mmaction - INFO - Epoch [13][980/3134] lr: 0.01000, eta: 1 day, 21:13:55, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5469, loss_cls: 3.2746, loss: 3.2746 2020-06-17 00:48:53,864 - mmaction - INFO - Epoch [13][1000/3134] lr: 0.01000, eta: 1 day, 21:13:42, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5813, loss_cls: 3.1591, loss: 3.1591 2020-06-17 00:49:05,733 - mmaction - INFO - Epoch [13][1020/3134] lr: 0.01000, eta: 1 day, 21:13:31, time: 0.594, data_time: 0.002, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5406, loss_cls: 3.2814, loss: 3.2814 2020-06-17 00:49:17,341 - mmaction - INFO - Epoch [13][1040/3134] lr: 0.01000, eta: 1 day, 21:13:17, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5563, loss_cls: 3.2762, loss: 3.2762 2020-06-17 00:49:29,126 - mmaction - INFO - Epoch [13][1060/3134] lr: 0.01000, eta: 1 day, 21:13:04, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.2625, top5_acc: 0.5125, loss_cls: 3.5887, loss: 3.5887 2020-06-17 00:49:40,782 - mmaction - INFO - Epoch [13][1080/3134] lr: 0.01000, eta: 1 day, 21:12:51, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5375, loss_cls: 3.3202, loss: 3.3202 2020-06-17 00:49:52,383 - mmaction - INFO - Epoch [13][1100/3134] lr: 0.01000, eta: 1 day, 21:12:38, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.2375, top5_acc: 0.5406, loss_cls: 3.4508, loss: 3.4508 2020-06-17 00:50:04,127 - mmaction - INFO - Epoch [13][1120/3134] lr: 0.01000, eta: 1 day, 21:12:25, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5344, loss_cls: 3.3548, loss: 3.3548 2020-06-17 00:50:15,853 - mmaction - INFO - Epoch [13][1140/3134] lr: 0.01000, eta: 1 day, 21:12:12, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5656, loss_cls: 3.1008, loss: 3.1008 2020-06-17 00:50:27,600 - mmaction - INFO - Epoch [13][1160/3134] lr: 0.01000, eta: 1 day, 21:12:00, time: 0.588, data_time: 0.002, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5437, loss_cls: 3.3477, loss: 3.3477 2020-06-17 00:50:39,241 - mmaction - INFO - Epoch [13][1180/3134] lr: 0.01000, eta: 1 day, 21:11:46, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5750, loss_cls: 3.3129, loss: 3.3129 2020-06-17 00:50:50,878 - mmaction - INFO - Epoch [13][1200/3134] lr: 0.01000, eta: 1 day, 21:11:33, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5437, loss_cls: 3.2759, loss: 3.2759 2020-06-17 00:51:02,554 - mmaction - INFO - Epoch [13][1220/3134] lr: 0.01000, eta: 1 day, 21:11:20, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5781, loss_cls: 3.2382, loss: 3.2382 2020-06-17 00:51:14,278 - mmaction - INFO - Epoch [13][1240/3134] lr: 0.01000, eta: 1 day, 21:11:07, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5906, loss_cls: 3.1836, loss: 3.1836 2020-06-17 00:51:25,900 - mmaction - INFO - Epoch [13][1260/3134] lr: 0.01000, eta: 1 day, 21:10:54, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5281, loss_cls: 3.3996, loss: 3.3996 2020-06-17 00:51:37,546 - mmaction - INFO - Epoch [13][1280/3134] lr: 0.01000, eta: 1 day, 21:10:40, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5281, loss_cls: 3.4686, loss: 3.4686 2020-06-17 00:51:49,333 - mmaction - INFO - Epoch [13][1300/3134] lr: 0.01000, eta: 1 day, 21:10:28, time: 0.590, data_time: 0.003, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5594, loss_cls: 3.2180, loss: 3.2180 2020-06-17 00:52:00,937 - mmaction - INFO - Epoch [13][1320/3134] lr: 0.01000, eta: 1 day, 21:10:15, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.2750, top5_acc: 0.4750, loss_cls: 3.5710, loss: 3.5710 2020-06-17 00:52:12,600 - mmaction - INFO - Epoch [13][1340/3134] lr: 0.01000, eta: 1 day, 21:10:01, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5344, loss_cls: 3.2678, loss: 3.2678 2020-06-17 00:52:24,184 - mmaction - INFO - Epoch [13][1360/3134] lr: 0.01000, eta: 1 day, 21:09:48, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5656, loss_cls: 3.2397, loss: 3.2397 2020-06-17 00:52:35,763 - mmaction - INFO - Epoch [13][1380/3134] lr: 0.01000, eta: 1 day, 21:09:34, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5500, loss_cls: 3.4113, loss: 3.4113 2020-06-17 00:52:47,467 - mmaction - INFO - Epoch [13][1400/3134] lr: 0.01000, eta: 1 day, 21:09:21, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5250, loss_cls: 3.2275, loss: 3.2275 2020-06-17 00:52:59,127 - mmaction - INFO - Epoch [13][1420/3134] lr: 0.01000, eta: 1 day, 21:09:08, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.2625, top5_acc: 0.5344, loss_cls: 3.3811, loss: 3.3811 2020-06-17 00:53:10,853 - mmaction - INFO - Epoch [13][1440/3134] lr: 0.01000, eta: 1 day, 21:08:55, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5250, loss_cls: 3.3671, loss: 3.3671 2020-06-17 00:53:22,441 - mmaction - INFO - Epoch [13][1460/3134] lr: 0.01000, eta: 1 day, 21:08:42, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.2875, top5_acc: 0.4781, loss_cls: 3.3974, loss: 3.3974 2020-06-17 00:53:34,052 - mmaction - INFO - Epoch [13][1480/3134] lr: 0.01000, eta: 1 day, 21:08:28, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5469, loss_cls: 3.2833, loss: 3.2833 2020-06-17 00:53:45,769 - mmaction - INFO - Epoch [13][1500/3134] lr: 0.01000, eta: 1 day, 21:08:15, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5625, loss_cls: 3.1642, loss: 3.1642 2020-06-17 00:53:57,486 - mmaction - INFO - Epoch [13][1520/3134] lr: 0.01000, eta: 1 day, 21:08:02, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5906, loss_cls: 3.1164, loss: 3.1164 2020-06-17 00:54:09,186 - mmaction - INFO - Epoch [13][1540/3134] lr: 0.01000, eta: 1 day, 21:07:49, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5687, loss_cls: 3.1259, loss: 3.1259 2020-06-17 00:54:20,784 - mmaction - INFO - Epoch [13][1560/3134] lr: 0.01000, eta: 1 day, 21:07:36, time: 0.583, data_time: 0.005, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5125, loss_cls: 3.4578, loss: 3.4578 2020-06-17 00:54:32,436 - mmaction - INFO - Epoch [13][1580/3134] lr: 0.01000, eta: 1 day, 21:07:23, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5531, loss_cls: 3.3040, loss: 3.3040 2020-06-17 00:54:44,145 - mmaction - INFO - Epoch [13][1600/3134] lr: 0.01000, eta: 1 day, 21:07:10, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5594, loss_cls: 3.2623, loss: 3.2623 2020-06-17 00:54:55,877 - mmaction - INFO - Epoch [13][1620/3134] lr: 0.01000, eta: 1 day, 21:06:57, time: 0.590, data_time: 0.005, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5531, loss_cls: 3.1961, loss: 3.1961 2020-06-17 00:55:07,631 - mmaction - INFO - Epoch [13][1640/3134] lr: 0.01000, eta: 1 day, 21:06:45, time: 0.588, data_time: 0.001, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5250, loss_cls: 3.4195, loss: 3.4195 2020-06-17 00:55:19,186 - mmaction - INFO - Epoch [13][1660/3134] lr: 0.01000, eta: 1 day, 21:06:31, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5469, loss_cls: 3.1864, loss: 3.1864 2020-06-17 00:55:30,841 - mmaction - INFO - Epoch [13][1680/3134] lr: 0.01000, eta: 1 day, 21:06:18, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5531, loss_cls: 3.3130, loss: 3.3130 2020-06-17 00:55:42,483 - mmaction - INFO - Epoch [13][1700/3134] lr: 0.01000, eta: 1 day, 21:06:04, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5500, loss_cls: 3.1562, loss: 3.1562 2020-06-17 00:55:54,154 - mmaction - INFO - Epoch [13][1720/3134] lr: 0.01000, eta: 1 day, 21:05:51, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5437, loss_cls: 3.2151, loss: 3.2151 2020-06-17 00:56:05,877 - mmaction - INFO - Epoch [13][1740/3134] lr: 0.01000, eta: 1 day, 21:05:39, time: 0.588, data_time: 0.002, memory: 8339, top1_acc: 0.2687, top5_acc: 0.5437, loss_cls: 3.3798, loss: 3.3798 2020-06-17 00:56:17,586 - mmaction - INFO - Epoch [13][1760/3134] lr: 0.01000, eta: 1 day, 21:05:26, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5531, loss_cls: 3.2077, loss: 3.2077 2020-06-17 00:56:29,326 - mmaction - INFO - Epoch [13][1780/3134] lr: 0.01000, eta: 1 day, 21:05:13, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3031, top5_acc: 0.4906, loss_cls: 3.3579, loss: 3.3579 2020-06-17 00:56:40,919 - mmaction - INFO - Epoch [13][1800/3134] lr: 0.01000, eta: 1 day, 21:05:00, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5250, loss_cls: 3.2615, loss: 3.2615 2020-06-17 00:56:52,714 - mmaction - INFO - Epoch [13][1820/3134] lr: 0.01000, eta: 1 day, 21:04:47, time: 0.588, data_time: 0.005, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5594, loss_cls: 3.2419, loss: 3.2419 2020-06-17 00:57:04,308 - mmaction - INFO - Epoch [13][1840/3134] lr: 0.01000, eta: 1 day, 21:04:34, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3594, top5_acc: 0.5813, loss_cls: 3.1525, loss: 3.1525 2020-06-17 00:57:15,940 - mmaction - INFO - Epoch [13][1860/3134] lr: 0.01000, eta: 1 day, 21:04:21, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5094, loss_cls: 3.3969, loss: 3.3969 2020-06-17 00:57:27,640 - mmaction - INFO - Epoch [13][1880/3134] lr: 0.01000, eta: 1 day, 21:04:08, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5781, loss_cls: 3.2373, loss: 3.2373 2020-06-17 00:57:39,337 - mmaction - INFO - Epoch [13][1900/3134] lr: 0.01000, eta: 1 day, 21:03:55, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4031, top5_acc: 0.6125, loss_cls: 2.8943, loss: 2.8943 2020-06-17 00:57:50,929 - mmaction - INFO - Epoch [13][1920/3134] lr: 0.01000, eta: 1 day, 21:03:41, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5500, loss_cls: 3.2794, loss: 3.2794 2020-06-17 00:58:02,564 - mmaction - INFO - Epoch [13][1940/3134] lr: 0.01000, eta: 1 day, 21:03:28, time: 0.582, data_time: 0.000, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5687, loss_cls: 3.2776, loss: 3.2776 2020-06-17 00:58:14,316 - mmaction - INFO - Epoch [13][1960/3134] lr: 0.01000, eta: 1 day, 21:03:15, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5594, loss_cls: 3.3021, loss: 3.3021 2020-06-17 00:58:25,943 - mmaction - INFO - Epoch [13][1980/3134] lr: 0.01000, eta: 1 day, 21:03:02, time: 0.585, data_time: 0.005, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5656, loss_cls: 3.1386, loss: 3.1386 2020-06-17 00:58:37,523 - mmaction - INFO - Epoch [13][2000/3134] lr: 0.01000, eta: 1 day, 21:02:48, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5250, loss_cls: 3.3719, loss: 3.3719 2020-06-17 00:58:49,267 - mmaction - INFO - Epoch [13][2020/3134] lr: 0.01000, eta: 1 day, 21:02:36, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5813, loss_cls: 3.1303, loss: 3.1303 2020-06-17 00:59:00,917 - mmaction - INFO - Epoch [13][2040/3134] lr: 0.01000, eta: 1 day, 21:02:22, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5750, loss_cls: 3.2965, loss: 3.2965 2020-06-17 00:59:12,493 - mmaction - INFO - Epoch [13][2060/3134] lr: 0.01000, eta: 1 day, 21:02:09, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5219, loss_cls: 3.4148, loss: 3.4148 2020-06-17 00:59:24,263 - mmaction - INFO - Epoch [13][2080/3134] lr: 0.01000, eta: 1 day, 21:01:56, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5687, loss_cls: 3.3026, loss: 3.3026 2020-06-17 00:59:35,886 - mmaction - INFO - Epoch [13][2100/3134] lr: 0.01000, eta: 1 day, 21:01:43, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.2594, top5_acc: 0.4938, loss_cls: 3.5470, loss: 3.5470 2020-06-17 00:59:47,533 - mmaction - INFO - Epoch [13][2120/3134] lr: 0.01000, eta: 1 day, 21:01:30, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5687, loss_cls: 3.2132, loss: 3.2132 2020-06-17 00:59:59,239 - mmaction - INFO - Epoch [13][2140/3134] lr: 0.01000, eta: 1 day, 21:01:17, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5906, loss_cls: 2.9956, loss: 2.9956 2020-06-17 01:00:12,752 - mmaction - INFO - Epoch [13][2160/3134] lr: 0.01000, eta: 1 day, 21:01:14, time: 0.655, data_time: 0.003, memory: 8339, top1_acc: 0.2562, top5_acc: 0.5188, loss_cls: 3.4694, loss: 3.4694 2020-06-17 01:00:24,913 - mmaction - INFO - Epoch [13][2180/3134] lr: 0.01000, eta: 1 day, 21:01:07, time: 0.629, data_time: 0.031, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5875, loss_cls: 3.1014, loss: 3.1014 2020-06-17 01:00:37,179 - mmaction - INFO - Epoch [13][2200/3134] lr: 0.01000, eta: 1 day, 21:00:57, time: 0.608, data_time: 0.004, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5437, loss_cls: 3.1929, loss: 3.1929 2020-06-17 01:00:49,209 - mmaction - INFO - Epoch [13][2220/3134] lr: 0.01000, eta: 1 day, 21:00:47, time: 0.608, data_time: 0.008, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5969, loss_cls: 3.1970, loss: 3.1970 2020-06-17 01:01:00,773 - mmaction - INFO - Epoch [13][2240/3134] lr: 0.01000, eta: 1 day, 21:00:34, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5125, loss_cls: 3.4266, loss: 3.4266 2020-06-17 01:01:12,620 - mmaction - INFO - Epoch [13][2260/3134] lr: 0.01000, eta: 1 day, 21:00:21, time: 0.590, data_time: 0.004, memory: 8339, top1_acc: 0.3187, top5_acc: 0.6156, loss_cls: 3.1681, loss: 3.1681 2020-06-17 01:01:24,211 - mmaction - INFO - Epoch [13][2280/3134] lr: 0.01000, eta: 1 day, 21:00:08, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3656, top5_acc: 0.5781, loss_cls: 3.0376, loss: 3.0376 2020-06-17 01:01:35,835 - mmaction - INFO - Epoch [13][2300/3134] lr: 0.01000, eta: 1 day, 20:59:55, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5406, loss_cls: 3.4066, loss: 3.4066 2020-06-17 01:01:47,500 - mmaction - INFO - Epoch [13][2320/3134] lr: 0.01000, eta: 1 day, 20:59:42, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5563, loss_cls: 3.2349, loss: 3.2349 2020-06-17 01:01:59,053 - mmaction - INFO - Epoch [13][2340/3134] lr: 0.01000, eta: 1 day, 20:59:28, time: 0.576, data_time: 0.000, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5563, loss_cls: 3.2220, loss: 3.2220 2020-06-17 01:02:10,699 - mmaction - INFO - Epoch [13][2360/3134] lr: 0.01000, eta: 1 day, 20:59:15, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5375, loss_cls: 3.3011, loss: 3.3011 2020-06-17 01:02:22,388 - mmaction - INFO - Epoch [13][2380/3134] lr: 0.01000, eta: 1 day, 20:59:01, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5406, loss_cls: 3.2637, loss: 3.2637 2020-06-17 01:02:34,176 - mmaction - INFO - Epoch [13][2400/3134] lr: 0.01000, eta: 1 day, 20:58:49, time: 0.590, data_time: 0.004, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5563, loss_cls: 3.1741, loss: 3.1741 2020-06-17 01:02:45,792 - mmaction - INFO - Epoch [13][2420/3134] lr: 0.01000, eta: 1 day, 20:58:36, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5094, loss_cls: 3.4454, loss: 3.4454 2020-06-17 01:02:57,544 - mmaction - INFO - Epoch [13][2440/3134] lr: 0.01000, eta: 1 day, 20:58:23, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5656, loss_cls: 3.1088, loss: 3.1088 2020-06-17 01:03:09,192 - mmaction - INFO - Epoch [13][2460/3134] lr: 0.01000, eta: 1 day, 20:58:10, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.2656, top5_acc: 0.5219, loss_cls: 3.3762, loss: 3.3762 2020-06-17 01:03:20,799 - mmaction - INFO - Epoch [13][2480/3134] lr: 0.01000, eta: 1 day, 20:57:57, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5719, loss_cls: 3.2192, loss: 3.2192 2020-06-17 01:03:32,492 - mmaction - INFO - Epoch [13][2500/3134] lr: 0.01000, eta: 1 day, 20:57:44, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5687, loss_cls: 3.2019, loss: 3.2019 2020-06-17 01:03:47,376 - mmaction - INFO - Epoch [13][2520/3134] lr: 0.01000, eta: 1 day, 20:57:53, time: 0.745, data_time: 0.004, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5375, loss_cls: 3.3205, loss: 3.3205 2020-06-17 01:03:58,873 - mmaction - INFO - Epoch [13][2540/3134] lr: 0.01000, eta: 1 day, 20:57:38, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5969, loss_cls: 3.1034, loss: 3.1034 2020-06-17 01:04:10,541 - mmaction - INFO - Epoch [13][2560/3134] lr: 0.01000, eta: 1 day, 20:57:25, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.2719, top5_acc: 0.5344, loss_cls: 3.3175, loss: 3.3175 2020-06-17 01:04:22,235 - mmaction - INFO - Epoch [13][2580/3134] lr: 0.01000, eta: 1 day, 20:57:13, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5531, loss_cls: 3.2577, loss: 3.2577 2020-06-17 01:04:33,881 - mmaction - INFO - Epoch [13][2600/3134] lr: 0.01000, eta: 1 day, 20:56:59, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5469, loss_cls: 3.2901, loss: 3.2901 2020-06-17 01:04:45,714 - mmaction - INFO - Epoch [13][2620/3134] lr: 0.01000, eta: 1 day, 20:56:47, time: 0.591, data_time: 0.004, memory: 8339, top1_acc: 0.2656, top5_acc: 0.5625, loss_cls: 3.1523, loss: 3.1523 2020-06-17 01:04:57,445 - mmaction - INFO - Epoch [13][2640/3134] lr: 0.01000, eta: 1 day, 20:56:35, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.2719, top5_acc: 0.5469, loss_cls: 3.2098, loss: 3.2098 2020-06-17 01:05:09,153 - mmaction - INFO - Epoch [13][2660/3134] lr: 0.01000, eta: 1 day, 20:56:22, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5563, loss_cls: 3.2473, loss: 3.2473 2020-06-17 01:05:20,737 - mmaction - INFO - Epoch [13][2680/3134] lr: 0.01000, eta: 1 day, 20:56:09, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5563, loss_cls: 3.2283, loss: 3.2283 2020-06-17 01:05:32,322 - mmaction - INFO - Epoch [13][2700/3134] lr: 0.01000, eta: 1 day, 20:55:55, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5156, loss_cls: 3.3482, loss: 3.3482 2020-06-17 01:05:44,034 - mmaction - INFO - Epoch [13][2720/3134] lr: 0.01000, eta: 1 day, 20:55:42, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5844, loss_cls: 3.1753, loss: 3.1753 2020-06-17 01:05:55,862 - mmaction - INFO - Epoch [13][2740/3134] lr: 0.01000, eta: 1 day, 20:55:30, time: 0.592, data_time: 0.003, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5469, loss_cls: 3.2257, loss: 3.2257 2020-06-17 01:06:07,424 - mmaction - INFO - Epoch [13][2760/3134] lr: 0.01000, eta: 1 day, 20:55:16, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5875, loss_cls: 3.1195, loss: 3.1195 2020-06-17 01:06:19,153 - mmaction - INFO - Epoch [13][2780/3134] lr: 0.01000, eta: 1 day, 20:55:03, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5281, loss_cls: 3.4092, loss: 3.4092 2020-06-17 01:06:30,796 - mmaction - INFO - Epoch [13][2800/3134] lr: 0.01000, eta: 1 day, 20:54:50, time: 0.585, data_time: 0.005, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5094, loss_cls: 3.3110, loss: 3.3110 2020-06-17 01:06:42,346 - mmaction - INFO - Epoch [13][2820/3134] lr: 0.01000, eta: 1 day, 20:54:37, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5469, loss_cls: 3.1951, loss: 3.1951 2020-06-17 01:06:54,062 - mmaction - INFO - Epoch [13][2840/3134] lr: 0.01000, eta: 1 day, 20:54:23, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5375, loss_cls: 3.4234, loss: 3.4234 2020-06-17 01:07:05,701 - mmaction - INFO - Epoch [13][2860/3134] lr: 0.01000, eta: 1 day, 20:54:11, time: 0.585, data_time: 0.005, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5500, loss_cls: 3.1013, loss: 3.1013 2020-06-17 01:07:17,347 - mmaction - INFO - Epoch [13][2880/3134] lr: 0.01000, eta: 1 day, 20:53:57, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5719, loss_cls: 3.2011, loss: 3.2011 2020-06-17 01:07:29,024 - mmaction - INFO - Epoch [13][2900/3134] lr: 0.01000, eta: 1 day, 20:53:44, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5469, loss_cls: 3.3870, loss: 3.3870 2020-06-17 01:07:40,736 - mmaction - INFO - Epoch [13][2920/3134] lr: 0.01000, eta: 1 day, 20:53:32, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5938, loss_cls: 3.1814, loss: 3.1814 2020-06-17 01:07:52,284 - mmaction - INFO - Epoch [13][2940/3134] lr: 0.01000, eta: 1 day, 20:53:18, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5469, loss_cls: 3.2856, loss: 3.2856 2020-06-17 01:08:03,998 - mmaction - INFO - Epoch [13][2960/3134] lr: 0.01000, eta: 1 day, 20:53:05, time: 0.585, data_time: 0.000, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5469, loss_cls: 3.3135, loss: 3.3135 2020-06-17 01:08:15,784 - mmaction - INFO - Epoch [13][2980/3134] lr: 0.01000, eta: 1 day, 20:52:53, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5500, loss_cls: 3.2106, loss: 3.2106 2020-06-17 01:08:27,407 - mmaction - INFO - Epoch [13][3000/3134] lr: 0.01000, eta: 1 day, 20:52:40, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.2562, top5_acc: 0.4750, loss_cls: 3.5109, loss: 3.5109 2020-06-17 01:08:39,025 - mmaction - INFO - Epoch [13][3020/3134] lr: 0.01000, eta: 1 day, 20:52:26, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5469, loss_cls: 3.3044, loss: 3.3044 2020-06-17 01:08:50,769 - mmaction - INFO - Epoch [13][3040/3134] lr: 0.01000, eta: 1 day, 20:52:13, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.2469, top5_acc: 0.5094, loss_cls: 3.6463, loss: 3.6463 2020-06-17 01:09:02,438 - mmaction - INFO - Epoch [13][3060/3134] lr: 0.01000, eta: 1 day, 20:52:01, time: 0.586, data_time: 0.005, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5813, loss_cls: 3.2061, loss: 3.2061 2020-06-17 01:09:14,030 - mmaction - INFO - Epoch [13][3080/3134] lr: 0.01000, eta: 1 day, 20:51:47, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5344, loss_cls: 3.3740, loss: 3.3740 2020-06-17 01:09:25,795 - mmaction - INFO - Epoch [13][3100/3134] lr: 0.01000, eta: 1 day, 20:51:34, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5906, loss_cls: 3.0668, loss: 3.0668 2020-06-17 01:09:37,424 - mmaction - INFO - Epoch [13][3120/3134] lr: 0.01000, eta: 1 day, 20:51:21, time: 0.585, data_time: 0.005, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5469, loss_cls: 3.3073, loss: 3.3073 2020-06-17 01:10:18,185 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-17 01:10:19,442 - mmaction - INFO - top1_acc 0.2280 top5_acc 0.4677 2020-06-17 01:10:19,458 - mmaction - INFO - Epoch [13][3134/3134] lr: 0.01000, top1_acc: 0.2280, top5_acc: 0.4677 2020-06-17 01:10:35,285 - mmaction - INFO - Epoch [14][20/3134] lr: 0.01000, eta: 1 day, 20:50:32, time: 0.790, data_time: 0.214, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5844, loss_cls: 2.9858, loss: 2.9858 2020-06-17 01:10:47,164 - mmaction - INFO - Epoch [14][40/3134] lr: 0.01000, eta: 1 day, 20:50:21, time: 0.593, data_time: 0.014, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5938, loss_cls: 3.0317, loss: 3.0317 2020-06-17 01:10:58,810 - mmaction - INFO - Epoch [14][60/3134] lr: 0.01000, eta: 1 day, 20:50:08, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5781, loss_cls: 3.1889, loss: 3.1889 2020-06-17 01:11:10,365 - mmaction - INFO - Epoch [14][80/3134] lr: 0.01000, eta: 1 day, 20:49:54, time: 0.577, data_time: 0.000, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6000, loss_cls: 3.1401, loss: 3.1401 2020-06-17 01:11:22,081 - mmaction - INFO - Epoch [14][100/3134] lr: 0.01000, eta: 1 day, 20:49:41, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5500, loss_cls: 3.3417, loss: 3.3417 2020-06-17 01:11:33,724 - mmaction - INFO - Epoch [14][120/3134] lr: 0.01000, eta: 1 day, 20:49:28, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5687, loss_cls: 3.2531, loss: 3.2531 2020-06-17 01:11:45,280 - mmaction - INFO - Epoch [14][140/3134] lr: 0.01000, eta: 1 day, 20:49:14, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5750, loss_cls: 3.1499, loss: 3.1499 2020-06-17 01:11:57,071 - mmaction - INFO - Epoch [14][160/3134] lr: 0.01000, eta: 1 day, 20:49:01, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5656, loss_cls: 3.3180, loss: 3.3180 2020-06-17 01:12:08,714 - mmaction - INFO - Epoch [14][180/3134] lr: 0.01000, eta: 1 day, 20:48:49, time: 0.587, data_time: 0.006, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6469, loss_cls: 2.9840, loss: 2.9840 2020-06-17 01:12:20,364 - mmaction - INFO - Epoch [14][200/3134] lr: 0.01000, eta: 1 day, 20:48:36, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5938, loss_cls: 3.1571, loss: 3.1571 2020-06-17 01:12:32,026 - mmaction - INFO - Epoch [14][220/3134] lr: 0.01000, eta: 1 day, 20:48:23, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5531, loss_cls: 3.1840, loss: 3.1840 2020-06-17 01:12:43,662 - mmaction - INFO - Epoch [14][240/3134] lr: 0.01000, eta: 1 day, 20:48:09, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5625, loss_cls: 3.1927, loss: 3.1927 2020-06-17 01:12:55,275 - mmaction - INFO - Epoch [14][260/3134] lr: 0.01000, eta: 1 day, 20:47:56, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5781, loss_cls: 3.1395, loss: 3.1395 2020-06-17 01:13:07,006 - mmaction - INFO - Epoch [14][280/3134] lr: 0.01000, eta: 1 day, 20:47:44, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.3125, top5_acc: 0.6000, loss_cls: 3.2099, loss: 3.2099 2020-06-17 01:13:18,644 - mmaction - INFO - Epoch [14][300/3134] lr: 0.01000, eta: 1 day, 20:47:30, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5500, loss_cls: 3.3518, loss: 3.3518 2020-06-17 01:13:30,374 - mmaction - INFO - Epoch [14][320/3134] lr: 0.01000, eta: 1 day, 20:47:18, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5344, loss_cls: 3.1539, loss: 3.1539 2020-06-17 01:13:41,974 - mmaction - INFO - Epoch [14][340/3134] lr: 0.01000, eta: 1 day, 20:47:04, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5813, loss_cls: 3.1580, loss: 3.1580 2020-06-17 01:13:53,549 - mmaction - INFO - Epoch [14][360/3134] lr: 0.01000, eta: 1 day, 20:46:51, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5375, loss_cls: 3.2582, loss: 3.2582 2020-06-17 01:14:05,184 - mmaction - INFO - Epoch [14][380/3134] lr: 0.01000, eta: 1 day, 20:46:37, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5656, loss_cls: 3.1089, loss: 3.1089 2020-06-17 01:14:16,928 - mmaction - INFO - Epoch [14][400/3134] lr: 0.01000, eta: 1 day, 20:46:25, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.3750, top5_acc: 0.5594, loss_cls: 3.1434, loss: 3.1434 2020-06-17 01:14:28,581 - mmaction - INFO - Epoch [14][420/3134] lr: 0.01000, eta: 1 day, 20:46:12, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5844, loss_cls: 3.0580, loss: 3.0580 2020-06-17 01:14:40,160 - mmaction - INFO - Epoch [14][440/3134] lr: 0.01000, eta: 1 day, 20:45:58, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5531, loss_cls: 3.2377, loss: 3.2377 2020-06-17 01:14:51,731 - mmaction - INFO - Epoch [14][460/3134] lr: 0.01000, eta: 1 day, 20:45:45, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5625, loss_cls: 3.2015, loss: 3.2015 2020-06-17 01:15:03,557 - mmaction - INFO - Epoch [14][480/3134] lr: 0.01000, eta: 1 day, 20:45:33, time: 0.590, data_time: 0.004, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5375, loss_cls: 3.2475, loss: 3.2475 2020-06-17 01:15:15,150 - mmaction - INFO - Epoch [14][500/3134] lr: 0.01000, eta: 1 day, 20:45:19, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5563, loss_cls: 3.2570, loss: 3.2570 2020-06-17 01:15:26,823 - mmaction - INFO - Epoch [14][520/3134] lr: 0.01000, eta: 1 day, 20:45:06, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6188, loss_cls: 3.0371, loss: 3.0371 2020-06-17 01:15:38,525 - mmaction - INFO - Epoch [14][540/3134] lr: 0.01000, eta: 1 day, 20:44:53, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5437, loss_cls: 3.2858, loss: 3.2858 2020-06-17 01:15:50,258 - mmaction - INFO - Epoch [14][560/3134] lr: 0.01000, eta: 1 day, 20:44:41, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5219, loss_cls: 3.3727, loss: 3.3727 2020-06-17 01:16:01,877 - mmaction - INFO - Epoch [14][580/3134] lr: 0.01000, eta: 1 day, 20:44:28, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5719, loss_cls: 3.1962, loss: 3.1962 2020-06-17 01:16:13,553 - mmaction - INFO - Epoch [14][600/3134] lr: 0.01000, eta: 1 day, 20:44:15, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5625, loss_cls: 3.2340, loss: 3.2340 2020-06-17 01:16:25,210 - mmaction - INFO - Epoch [14][620/3134] lr: 0.01000, eta: 1 day, 20:44:02, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5406, loss_cls: 3.2696, loss: 3.2696 2020-06-17 01:16:36,857 - mmaction - INFO - Epoch [14][640/3134] lr: 0.01000, eta: 1 day, 20:43:49, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.2594, top5_acc: 0.5250, loss_cls: 3.3729, loss: 3.3729 2020-06-17 01:16:48,679 - mmaction - INFO - Epoch [14][660/3134] lr: 0.01000, eta: 1 day, 20:43:36, time: 0.589, data_time: 0.005, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5687, loss_cls: 3.1482, loss: 3.1482 2020-06-17 01:17:00,487 - mmaction - INFO - Epoch [14][680/3134] lr: 0.01000, eta: 1 day, 20:43:25, time: 0.592, data_time: 0.004, memory: 8339, top1_acc: 0.2687, top5_acc: 0.5312, loss_cls: 3.4089, loss: 3.4089 2020-06-17 01:17:12,065 - mmaction - INFO - Epoch [14][700/3134] lr: 0.01000, eta: 1 day, 20:43:11, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.2531, top5_acc: 0.5531, loss_cls: 3.3442, loss: 3.3442 2020-06-17 01:17:23,813 - mmaction - INFO - Epoch [14][720/3134] lr: 0.01000, eta: 1 day, 20:42:58, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5719, loss_cls: 3.1293, loss: 3.1293 2020-06-17 01:17:35,488 - mmaction - INFO - Epoch [14][740/3134] lr: 0.01000, eta: 1 day, 20:42:46, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5844, loss_cls: 3.1488, loss: 3.1488 2020-06-17 01:17:47,123 - mmaction - INFO - Epoch [14][760/3134] lr: 0.01000, eta: 1 day, 20:42:33, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5906, loss_cls: 3.1840, loss: 3.1840 2020-06-17 01:17:58,774 - mmaction - INFO - Epoch [14][780/3134] lr: 0.01000, eta: 1 day, 20:42:20, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6062, loss_cls: 2.9114, loss: 2.9114 2020-06-17 01:18:10,421 - mmaction - INFO - Epoch [14][800/3134] lr: 0.01000, eta: 1 day, 20:42:06, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5906, loss_cls: 3.1249, loss: 3.1249 2020-06-17 01:18:22,032 - mmaction - INFO - Epoch [14][820/3134] lr: 0.01000, eta: 1 day, 20:41:53, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.2500, top5_acc: 0.5375, loss_cls: 3.3537, loss: 3.3537 2020-06-17 01:18:33,785 - mmaction - INFO - Epoch [14][840/3134] lr: 0.01000, eta: 1 day, 20:41:40, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5406, loss_cls: 3.3634, loss: 3.3634 2020-06-17 01:18:45,566 - mmaction - INFO - Epoch [14][860/3134] lr: 0.01000, eta: 1 day, 20:41:28, time: 0.591, data_time: 0.004, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5687, loss_cls: 3.1972, loss: 3.1972 2020-06-17 01:18:57,226 - mmaction - INFO - Epoch [14][880/3134] lr: 0.01000, eta: 1 day, 20:41:16, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5969, loss_cls: 3.1346, loss: 3.1346 2020-06-17 01:19:08,868 - mmaction - INFO - Epoch [14][900/3134] lr: 0.01000, eta: 1 day, 20:41:02, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5094, loss_cls: 3.4389, loss: 3.4389 2020-06-17 01:19:20,590 - mmaction - INFO - Epoch [14][920/3134] lr: 0.01000, eta: 1 day, 20:40:50, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5875, loss_cls: 3.2198, loss: 3.2198 2020-06-17 01:19:32,401 - mmaction - INFO - Epoch [14][940/3134] lr: 0.01000, eta: 1 day, 20:40:37, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5563, loss_cls: 3.1940, loss: 3.1940 2020-06-17 01:19:44,064 - mmaction - INFO - Epoch [14][960/3134] lr: 0.01000, eta: 1 day, 20:40:25, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5469, loss_cls: 3.3319, loss: 3.3319 2020-06-17 01:19:55,652 - mmaction - INFO - Epoch [14][980/3134] lr: 0.01000, eta: 1 day, 20:40:11, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5594, loss_cls: 3.2184, loss: 3.2184 2020-06-17 01:20:07,547 - mmaction - INFO - Epoch [14][1000/3134] lr: 0.01000, eta: 1 day, 20:40:00, time: 0.594, data_time: 0.004, memory: 8339, top1_acc: 0.3250, top5_acc: 0.6031, loss_cls: 3.1202, loss: 3.1202 2020-06-17 01:20:19,233 - mmaction - INFO - Epoch [14][1020/3134] lr: 0.01000, eta: 1 day, 20:39:47, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5375, loss_cls: 3.2752, loss: 3.2752 2020-06-17 01:20:30,910 - mmaction - INFO - Epoch [14][1040/3134] lr: 0.01000, eta: 1 day, 20:39:34, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5687, loss_cls: 3.2078, loss: 3.2078 2020-06-17 01:20:42,534 - mmaction - INFO - Epoch [14][1060/3134] lr: 0.01000, eta: 1 day, 20:39:21, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5625, loss_cls: 3.1749, loss: 3.1749 2020-06-17 01:20:54,153 - mmaction - INFO - Epoch [14][1080/3134] lr: 0.01000, eta: 1 day, 20:39:07, time: 0.578, data_time: 0.005, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5531, loss_cls: 3.1741, loss: 3.1741 2020-06-17 01:21:05,804 - mmaction - INFO - Epoch [14][1100/3134] lr: 0.01000, eta: 1 day, 20:38:54, time: 0.586, data_time: 0.006, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5656, loss_cls: 3.2360, loss: 3.2360 2020-06-17 01:21:17,404 - mmaction - INFO - Epoch [14][1120/3134] lr: 0.01000, eta: 1 day, 20:38:41, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5437, loss_cls: 3.3175, loss: 3.3175 2020-06-17 01:21:29,166 - mmaction - INFO - Epoch [14][1140/3134] lr: 0.01000, eta: 1 day, 20:38:29, time: 0.587, data_time: 0.005, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5500, loss_cls: 3.1601, loss: 3.1601 2020-06-17 01:21:40,844 - mmaction - INFO - Epoch [14][1160/3134] lr: 0.01000, eta: 1 day, 20:38:16, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5406, loss_cls: 3.3097, loss: 3.3097 2020-06-17 01:21:52,486 - mmaction - INFO - Epoch [14][1180/3134] lr: 0.01000, eta: 1 day, 20:38:03, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5406, loss_cls: 3.3531, loss: 3.3531 2020-06-17 01:22:04,122 - mmaction - INFO - Epoch [14][1200/3134] lr: 0.01000, eta: 1 day, 20:37:50, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5250, loss_cls: 3.3159, loss: 3.3159 2020-06-17 01:22:15,780 - mmaction - INFO - Epoch [14][1220/3134] lr: 0.01000, eta: 1 day, 20:37:37, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5219, loss_cls: 3.3907, loss: 3.3907 2020-06-17 01:22:27,359 - mmaction - INFO - Epoch [14][1240/3134] lr: 0.01000, eta: 1 day, 20:37:23, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5406, loss_cls: 3.1992, loss: 3.1992 2020-06-17 01:22:38,964 - mmaction - INFO - Epoch [14][1260/3134] lr: 0.01000, eta: 1 day, 20:37:10, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5219, loss_cls: 3.2901, loss: 3.2901 2020-06-17 01:22:50,650 - mmaction - INFO - Epoch [14][1280/3134] lr: 0.01000, eta: 1 day, 20:36:57, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5375, loss_cls: 3.2382, loss: 3.2382 2020-06-17 01:23:03,872 - mmaction - INFO - Epoch [14][1300/3134] lr: 0.01000, eta: 1 day, 20:36:54, time: 0.663, data_time: 0.029, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5531, loss_cls: 3.2685, loss: 3.2685 2020-06-17 01:23:15,504 - mmaction - INFO - Epoch [14][1320/3134] lr: 0.01000, eta: 1 day, 20:36:41, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5375, loss_cls: 3.2231, loss: 3.2231 2020-06-17 01:23:27,167 - mmaction - INFO - Epoch [14][1340/3134] lr: 0.01000, eta: 1 day, 20:36:28, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3344, top5_acc: 0.6062, loss_cls: 3.1952, loss: 3.1952 2020-06-17 01:23:38,767 - mmaction - INFO - Epoch [14][1360/3134] lr: 0.01000, eta: 1 day, 20:36:15, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5687, loss_cls: 3.1867, loss: 3.1867 2020-06-17 01:23:50,465 - mmaction - INFO - Epoch [14][1380/3134] lr: 0.01000, eta: 1 day, 20:36:02, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3625, top5_acc: 0.5750, loss_cls: 2.9974, loss: 2.9974 2020-06-17 01:24:02,294 - mmaction - INFO - Epoch [14][1400/3134] lr: 0.01000, eta: 1 day, 20:35:50, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5469, loss_cls: 3.2691, loss: 3.2691 2020-06-17 01:24:13,908 - mmaction - INFO - Epoch [14][1420/3134] lr: 0.01000, eta: 1 day, 20:35:37, time: 0.584, data_time: 0.005, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5563, loss_cls: 3.1699, loss: 3.1699 2020-06-17 01:24:25,498 - mmaction - INFO - Epoch [14][1440/3134] lr: 0.01000, eta: 1 day, 20:35:23, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5188, loss_cls: 3.4302, loss: 3.4302 2020-06-17 01:24:37,088 - mmaction - INFO - Epoch [14][1460/3134] lr: 0.01000, eta: 1 day, 20:35:10, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5563, loss_cls: 3.1474, loss: 3.1474 2020-06-17 01:24:48,697 - mmaction - INFO - Epoch [14][1480/3134] lr: 0.01000, eta: 1 day, 20:34:57, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.2500, top5_acc: 0.5281, loss_cls: 3.4473, loss: 3.4473 2020-06-17 01:25:00,352 - mmaction - INFO - Epoch [14][1500/3134] lr: 0.01000, eta: 1 day, 20:34:43, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5031, loss_cls: 3.4588, loss: 3.4588 2020-06-17 01:25:12,051 - mmaction - INFO - Epoch [14][1520/3134] lr: 0.01000, eta: 1 day, 20:34:31, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5781, loss_cls: 3.0736, loss: 3.0736 2020-06-17 01:25:23,727 - mmaction - INFO - Epoch [14][1540/3134] lr: 0.01000, eta: 1 day, 20:34:18, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5281, loss_cls: 3.2637, loss: 3.2637 2020-06-17 01:25:35,490 - mmaction - INFO - Epoch [14][1560/3134] lr: 0.01000, eta: 1 day, 20:34:05, time: 0.586, data_time: 0.005, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5500, loss_cls: 3.2933, loss: 3.2933 2020-06-17 01:25:47,160 - mmaction - INFO - Epoch [14][1580/3134] lr: 0.01000, eta: 1 day, 20:33:53, time: 0.586, data_time: 0.005, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5719, loss_cls: 3.2637, loss: 3.2637 2020-06-17 01:25:58,828 - mmaction - INFO - Epoch [14][1600/3134] lr: 0.01000, eta: 1 day, 20:33:40, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5687, loss_cls: 3.1318, loss: 3.1318 2020-06-17 01:26:10,532 - mmaction - INFO - Epoch [14][1620/3134] lr: 0.01000, eta: 1 day, 20:33:27, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5594, loss_cls: 3.2011, loss: 3.2011 2020-06-17 01:26:22,186 - mmaction - INFO - Epoch [14][1640/3134] lr: 0.01000, eta: 1 day, 20:33:14, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.2969, top5_acc: 0.4844, loss_cls: 3.4145, loss: 3.4145 2020-06-17 01:26:33,818 - mmaction - INFO - Epoch [14][1660/3134] lr: 0.01000, eta: 1 day, 20:33:01, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5375, loss_cls: 3.3508, loss: 3.3508 2020-06-17 01:26:45,466 - mmaction - INFO - Epoch [14][1680/3134] lr: 0.01000, eta: 1 day, 20:32:48, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5563, loss_cls: 3.3495, loss: 3.3495 2020-06-17 01:26:57,213 - mmaction - INFO - Epoch [14][1700/3134] lr: 0.01000, eta: 1 day, 20:32:36, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5469, loss_cls: 3.2089, loss: 3.2089 2020-06-17 01:27:08,867 - mmaction - INFO - Epoch [14][1720/3134] lr: 0.01000, eta: 1 day, 20:32:22, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5344, loss_cls: 3.3254, loss: 3.3254 2020-06-17 01:27:20,525 - mmaction - INFO - Epoch [14][1740/3134] lr: 0.01000, eta: 1 day, 20:32:09, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5875, loss_cls: 3.1426, loss: 3.1426 2020-06-17 01:27:32,259 - mmaction - INFO - Epoch [14][1760/3134] lr: 0.01000, eta: 1 day, 20:31:57, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5563, loss_cls: 3.1982, loss: 3.1982 2020-06-17 01:27:43,890 - mmaction - INFO - Epoch [14][1780/3134] lr: 0.01000, eta: 1 day, 20:31:44, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3156, top5_acc: 0.6062, loss_cls: 2.9986, loss: 2.9986 2020-06-17 01:27:55,565 - mmaction - INFO - Epoch [14][1800/3134] lr: 0.01000, eta: 1 day, 20:31:31, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5375, loss_cls: 3.3086, loss: 3.3086 2020-06-17 01:28:07,176 - mmaction - INFO - Epoch [14][1820/3134] lr: 0.01000, eta: 1 day, 20:31:18, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5969, loss_cls: 3.1312, loss: 3.1312 2020-06-17 01:28:18,858 - mmaction - INFO - Epoch [14][1840/3134] lr: 0.01000, eta: 1 day, 20:31:05, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5625, loss_cls: 3.2358, loss: 3.2358 2020-06-17 01:28:30,475 - mmaction - INFO - Epoch [14][1860/3134] lr: 0.01000, eta: 1 day, 20:30:52, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5531, loss_cls: 3.1141, loss: 3.1141 2020-06-17 01:28:42,119 - mmaction - INFO - Epoch [14][1880/3134] lr: 0.01000, eta: 1 day, 20:30:39, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5563, loss_cls: 3.1836, loss: 3.1836 2020-06-17 01:28:53,710 - mmaction - INFO - Epoch [14][1900/3134] lr: 0.01000, eta: 1 day, 20:30:25, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5250, loss_cls: 3.2883, loss: 3.2883 2020-06-17 01:29:11,736 - mmaction - INFO - Epoch [14][1920/3134] lr: 0.01000, eta: 1 day, 20:30:53, time: 0.899, data_time: 0.004, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5281, loss_cls: 3.4007, loss: 3.4007 2020-06-17 01:29:23,467 - mmaction - INFO - Epoch [14][1940/3134] lr: 0.01000, eta: 1 day, 20:30:40, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5719, loss_cls: 3.1601, loss: 3.1601 2020-06-17 01:29:35,062 - mmaction - INFO - Epoch [14][1960/3134] lr: 0.01000, eta: 1 day, 20:30:27, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5250, loss_cls: 3.2157, loss: 3.2157 2020-06-17 01:29:46,795 - mmaction - INFO - Epoch [14][1980/3134] lr: 0.01000, eta: 1 day, 20:30:14, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5656, loss_cls: 3.1073, loss: 3.1073 2020-06-17 01:29:58,494 - mmaction - INFO - Epoch [14][2000/3134] lr: 0.01000, eta: 1 day, 20:30:02, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5469, loss_cls: 3.1692, loss: 3.1692 2020-06-17 01:30:10,166 - mmaction - INFO - Epoch [14][2020/3134] lr: 0.01000, eta: 1 day, 20:29:49, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5844, loss_cls: 3.1346, loss: 3.1346 2020-06-17 01:30:21,750 - mmaction - INFO - Epoch [14][2040/3134] lr: 0.01000, eta: 1 day, 20:29:35, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5250, loss_cls: 3.3236, loss: 3.3236 2020-06-17 01:30:33,370 - mmaction - INFO - Epoch [14][2060/3134] lr: 0.01000, eta: 1 day, 20:29:22, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5875, loss_cls: 3.1016, loss: 3.1016 2020-06-17 01:30:45,134 - mmaction - INFO - Epoch [14][2080/3134] lr: 0.01000, eta: 1 day, 20:29:10, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5594, loss_cls: 3.2550, loss: 3.2550 2020-06-17 01:30:56,838 - mmaction - INFO - Epoch [14][2100/3134] lr: 0.01000, eta: 1 day, 20:28:57, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.3344, top5_acc: 0.6125, loss_cls: 3.0719, loss: 3.0719 2020-06-17 01:31:08,526 - mmaction - INFO - Epoch [14][2120/3134] lr: 0.01000, eta: 1 day, 20:28:44, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5625, loss_cls: 3.2477, loss: 3.2477 2020-06-17 01:31:20,311 - mmaction - INFO - Epoch [14][2140/3134] lr: 0.01000, eta: 1 day, 20:28:32, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5531, loss_cls: 3.2348, loss: 3.2348 2020-06-17 01:31:31,899 - mmaction - INFO - Epoch [14][2160/3134] lr: 0.01000, eta: 1 day, 20:28:19, time: 0.584, data_time: 0.006, memory: 8339, top1_acc: 0.2531, top5_acc: 0.5312, loss_cls: 3.2707, loss: 3.2707 2020-06-17 01:31:43,565 - mmaction - INFO - Epoch [14][2180/3134] lr: 0.01000, eta: 1 day, 20:28:06, time: 0.583, data_time: 0.000, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5531, loss_cls: 3.2081, loss: 3.2081 2020-06-17 01:31:55,210 - mmaction - INFO - Epoch [14][2200/3134] lr: 0.01000, eta: 1 day, 20:27:53, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5719, loss_cls: 3.2860, loss: 3.2860 2020-06-17 01:32:06,843 - mmaction - INFO - Epoch [14][2220/3134] lr: 0.01000, eta: 1 day, 20:27:39, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5594, loss_cls: 3.2843, loss: 3.2843 2020-06-17 01:32:18,451 - mmaction - INFO - Epoch [14][2240/3134] lr: 0.01000, eta: 1 day, 20:27:26, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5594, loss_cls: 3.1567, loss: 3.1567 2020-06-17 01:32:30,054 - mmaction - INFO - Epoch [14][2260/3134] lr: 0.01000, eta: 1 day, 20:27:13, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5750, loss_cls: 3.1009, loss: 3.1009 2020-06-17 01:32:41,843 - mmaction - INFO - Epoch [14][2280/3134] lr: 0.01000, eta: 1 day, 20:27:01, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5375, loss_cls: 3.3398, loss: 3.3398 2020-06-17 01:32:53,528 - mmaction - INFO - Epoch [14][2300/3134] lr: 0.01000, eta: 1 day, 20:26:48, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5844, loss_cls: 3.2077, loss: 3.2077 2020-06-17 01:33:05,316 - mmaction - INFO - Epoch [14][2320/3134] lr: 0.01000, eta: 1 day, 20:26:36, time: 0.589, data_time: 0.001, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5844, loss_cls: 3.2656, loss: 3.2656 2020-06-17 01:33:17,095 - mmaction - INFO - Epoch [14][2340/3134] lr: 0.01000, eta: 1 day, 20:26:23, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5625, loss_cls: 3.2313, loss: 3.2313 2020-06-17 01:33:28,662 - mmaction - INFO - Epoch [14][2360/3134] lr: 0.01000, eta: 1 day, 20:26:10, time: 0.582, data_time: 0.006, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5875, loss_cls: 3.0521, loss: 3.0521 2020-06-17 01:33:40,255 - mmaction - INFO - Epoch [14][2380/3134] lr: 0.01000, eta: 1 day, 20:25:57, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5844, loss_cls: 3.2351, loss: 3.2351 2020-06-17 01:33:52,048 - mmaction - INFO - Epoch [14][2400/3134] lr: 0.01000, eta: 1 day, 20:25:44, time: 0.587, data_time: 0.005, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5469, loss_cls: 3.3817, loss: 3.3817 2020-06-17 01:34:03,710 - mmaction - INFO - Epoch [14][2420/3134] lr: 0.01000, eta: 1 day, 20:25:32, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5563, loss_cls: 3.1854, loss: 3.1854 2020-06-17 01:34:15,341 - mmaction - INFO - Epoch [14][2440/3134] lr: 0.01000, eta: 1 day, 20:25:19, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.2719, top5_acc: 0.5656, loss_cls: 3.1915, loss: 3.1915 2020-06-17 01:34:26,969 - mmaction - INFO - Epoch [14][2460/3134] lr: 0.01000, eta: 1 day, 20:25:06, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5563, loss_cls: 3.2213, loss: 3.2213 2020-06-17 01:34:38,631 - mmaction - INFO - Epoch [14][2480/3134] lr: 0.01000, eta: 1 day, 20:24:53, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.2531, top5_acc: 0.4906, loss_cls: 3.5471, loss: 3.5471 2020-06-17 01:34:50,315 - mmaction - INFO - Epoch [14][2500/3134] lr: 0.01000, eta: 1 day, 20:24:40, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5625, loss_cls: 3.1362, loss: 3.1362 2020-06-17 01:35:02,016 - mmaction - INFO - Epoch [14][2520/3134] lr: 0.01000, eta: 1 day, 20:24:27, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5531, loss_cls: 3.2801, loss: 3.2801 2020-06-17 01:35:13,587 - mmaction - INFO - Epoch [14][2540/3134] lr: 0.01000, eta: 1 day, 20:24:14, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6094, loss_cls: 3.0492, loss: 3.0492 2020-06-17 01:35:25,182 - mmaction - INFO - Epoch [14][2560/3134] lr: 0.01000, eta: 1 day, 20:24:00, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5312, loss_cls: 3.4010, loss: 3.4010 2020-06-17 01:35:36,935 - mmaction - INFO - Epoch [14][2580/3134] lr: 0.01000, eta: 1 day, 20:23:48, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5687, loss_cls: 3.2260, loss: 3.2260 2020-06-17 01:35:48,560 - mmaction - INFO - Epoch [14][2600/3134] lr: 0.01000, eta: 1 day, 20:23:35, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5437, loss_cls: 3.2735, loss: 3.2735 2020-06-17 01:36:00,197 - mmaction - INFO - Epoch [14][2620/3134] lr: 0.01000, eta: 1 day, 20:23:22, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5813, loss_cls: 3.1311, loss: 3.1311 2020-06-17 01:36:11,913 - mmaction - INFO - Epoch [14][2640/3134] lr: 0.01000, eta: 1 day, 20:23:09, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6000, loss_cls: 3.0802, loss: 3.0802 2020-06-17 01:36:23,567 - mmaction - INFO - Epoch [14][2660/3134] lr: 0.01000, eta: 1 day, 20:22:56, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5531, loss_cls: 3.1579, loss: 3.1579 2020-06-17 01:36:35,115 - mmaction - INFO - Epoch [14][2680/3134] lr: 0.01000, eta: 1 day, 20:22:43, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5906, loss_cls: 3.0944, loss: 3.0944 2020-06-17 01:36:46,847 - mmaction - INFO - Epoch [14][2700/3134] lr: 0.01000, eta: 1 day, 20:22:30, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6094, loss_cls: 3.0643, loss: 3.0643 2020-06-17 01:36:58,462 - mmaction - INFO - Epoch [14][2720/3134] lr: 0.01000, eta: 1 day, 20:22:17, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6156, loss_cls: 2.9296, loss: 2.9296 2020-06-17 01:37:10,162 - mmaction - INFO - Epoch [14][2740/3134] lr: 0.01000, eta: 1 day, 20:22:04, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6188, loss_cls: 3.0080, loss: 3.0080 2020-06-17 01:37:21,865 - mmaction - INFO - Epoch [14][2760/3134] lr: 0.01000, eta: 1 day, 20:21:51, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5188, loss_cls: 3.3567, loss: 3.3567 2020-06-17 01:37:33,565 - mmaction - INFO - Epoch [14][2780/3134] lr: 0.01000, eta: 1 day, 20:21:39, time: 0.586, data_time: 0.005, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5687, loss_cls: 3.2689, loss: 3.2689 2020-06-17 01:37:45,225 - mmaction - INFO - Epoch [14][2800/3134] lr: 0.01000, eta: 1 day, 20:21:26, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5094, loss_cls: 3.3086, loss: 3.3086 2020-06-17 01:37:56,843 - mmaction - INFO - Epoch [14][2820/3134] lr: 0.01000, eta: 1 day, 20:21:13, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5500, loss_cls: 3.2767, loss: 3.2767 2020-06-17 01:38:08,459 - mmaction - INFO - Epoch [14][2840/3134] lr: 0.01000, eta: 1 day, 20:21:00, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.2625, top5_acc: 0.5969, loss_cls: 3.3393, loss: 3.3393 2020-06-17 01:38:20,216 - mmaction - INFO - Epoch [14][2860/3134] lr: 0.01000, eta: 1 day, 20:20:47, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5938, loss_cls: 3.0847, loss: 3.0847 2020-06-17 01:38:31,886 - mmaction - INFO - Epoch [14][2880/3134] lr: 0.01000, eta: 1 day, 20:20:34, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5719, loss_cls: 3.2361, loss: 3.2361 2020-06-17 01:38:43,560 - mmaction - INFO - Epoch [14][2900/3134] lr: 0.01000, eta: 1 day, 20:20:22, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5031, loss_cls: 3.4123, loss: 3.4123 2020-06-17 01:38:55,233 - mmaction - INFO - Epoch [14][2920/3134] lr: 0.01000, eta: 1 day, 20:20:09, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6031, loss_cls: 3.0302, loss: 3.0302 2020-06-17 01:39:06,926 - mmaction - INFO - Epoch [14][2940/3134] lr: 0.01000, eta: 1 day, 20:19:56, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5531, loss_cls: 3.2556, loss: 3.2556 2020-06-17 01:39:18,620 - mmaction - INFO - Epoch [14][2960/3134] lr: 0.01000, eta: 1 day, 20:19:43, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5875, loss_cls: 3.1987, loss: 3.1987 2020-06-17 01:39:30,324 - mmaction - INFO - Epoch [14][2980/3134] lr: 0.01000, eta: 1 day, 20:19:31, time: 0.586, data_time: 0.005, memory: 8339, top1_acc: 0.2500, top5_acc: 0.5312, loss_cls: 3.2888, loss: 3.2888 2020-06-17 01:39:41,975 - mmaction - INFO - Epoch [14][3000/3134] lr: 0.01000, eta: 1 day, 20:19:18, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5656, loss_cls: 3.1224, loss: 3.1224 2020-06-17 01:39:53,608 - mmaction - INFO - Epoch [14][3020/3134] lr: 0.01000, eta: 1 day, 20:19:05, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5594, loss_cls: 3.2220, loss: 3.2220 2020-06-17 01:40:05,336 - mmaction - INFO - Epoch [14][3040/3134] lr: 0.01000, eta: 1 day, 20:18:52, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3125, top5_acc: 0.6062, loss_cls: 3.0787, loss: 3.0787 2020-06-17 01:40:17,031 - mmaction - INFO - Epoch [14][3060/3134] lr: 0.01000, eta: 1 day, 20:18:40, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.2812, top5_acc: 0.4969, loss_cls: 3.4175, loss: 3.4175 2020-06-17 01:40:28,648 - mmaction - INFO - Epoch [14][3080/3134] lr: 0.01000, eta: 1 day, 20:18:26, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5656, loss_cls: 3.2246, loss: 3.2246 2020-06-17 01:40:40,389 - mmaction - INFO - Epoch [14][3100/3134] lr: 0.01000, eta: 1 day, 20:18:14, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5469, loss_cls: 3.3615, loss: 3.3615 2020-06-17 01:40:52,031 - mmaction - INFO - Epoch [14][3120/3134] lr: 0.01000, eta: 1 day, 20:18:01, time: 0.585, data_time: 0.005, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5594, loss_cls: 3.2037, loss: 3.2037 2020-06-17 01:41:27,089 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-17 01:41:28,349 - mmaction - INFO - top1_acc 0.2308 top5_acc 0.4773 2020-06-17 01:41:28,366 - mmaction - INFO - Epoch [14][3134/3134] lr: 0.01000, top1_acc: 0.2308, top5_acc: 0.4773 2020-06-17 01:41:44,543 - mmaction - INFO - Epoch [15][20/3134] lr: 0.01000, eta: 1 day, 20:17:16, time: 0.804, data_time: 0.226, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5781, loss_cls: 3.1523, loss: 3.1523 2020-06-17 01:41:56,209 - mmaction - INFO - Epoch [15][40/3134] lr: 0.01000, eta: 1 day, 20:17:04, time: 0.587, data_time: 0.008, memory: 8339, top1_acc: 0.3625, top5_acc: 0.5938, loss_cls: 2.9410, loss: 2.9410 2020-06-17 01:42:08,117 - mmaction - INFO - Epoch [15][60/3134] lr: 0.01000, eta: 1 day, 20:16:52, time: 0.595, data_time: 0.002, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5813, loss_cls: 3.1929, loss: 3.1929 2020-06-17 01:42:19,823 - mmaction - INFO - Epoch [15][80/3134] lr: 0.01000, eta: 1 day, 20:16:40, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5875, loss_cls: 3.1805, loss: 3.1805 2020-06-17 01:42:31,543 - mmaction - INFO - Epoch [15][100/3134] lr: 0.01000, eta: 1 day, 20:16:27, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5813, loss_cls: 3.2100, loss: 3.2100 2020-06-17 01:42:43,175 - mmaction - INFO - Epoch [15][120/3134] lr: 0.01000, eta: 1 day, 20:16:14, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5656, loss_cls: 3.2093, loss: 3.2093 2020-06-17 01:42:54,823 - mmaction - INFO - Epoch [15][140/3134] lr: 0.01000, eta: 1 day, 20:16:01, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5875, loss_cls: 3.1209, loss: 3.1209 2020-06-17 01:43:06,554 - mmaction - INFO - Epoch [15][160/3134] lr: 0.01000, eta: 1 day, 20:15:49, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5344, loss_cls: 3.2163, loss: 3.2163 2020-06-17 01:43:18,226 - mmaction - INFO - Epoch [15][180/3134] lr: 0.01000, eta: 1 day, 20:15:36, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.2656, top5_acc: 0.5625, loss_cls: 3.1545, loss: 3.1545 2020-06-17 01:43:29,791 - mmaction - INFO - Epoch [15][200/3134] lr: 0.01000, eta: 1 day, 20:15:23, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5906, loss_cls: 3.1013, loss: 3.1013 2020-06-17 01:43:41,570 - mmaction - INFO - Epoch [15][220/3134] lr: 0.01000, eta: 1 day, 20:15:10, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5375, loss_cls: 3.3156, loss: 3.3156 2020-06-17 01:43:53,213 - mmaction - INFO - Epoch [15][240/3134] lr: 0.01000, eta: 1 day, 20:14:57, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5250, loss_cls: 3.2809, loss: 3.2809 2020-06-17 01:44:04,818 - mmaction - INFO - Epoch [15][260/3134] lr: 0.01000, eta: 1 day, 20:14:44, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5687, loss_cls: 3.1899, loss: 3.1899 2020-06-17 01:44:16,474 - mmaction - INFO - Epoch [15][280/3134] lr: 0.01000, eta: 1 day, 20:14:31, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5250, loss_cls: 3.3483, loss: 3.3483 2020-06-17 01:44:28,170 - mmaction - INFO - Epoch [15][300/3134] lr: 0.01000, eta: 1 day, 20:14:18, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5687, loss_cls: 3.1543, loss: 3.1543 2020-06-17 01:44:39,750 - mmaction - INFO - Epoch [15][320/3134] lr: 0.01000, eta: 1 day, 20:14:05, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5781, loss_cls: 3.2001, loss: 3.2001 2020-06-17 01:44:51,552 - mmaction - INFO - Epoch [15][340/3134] lr: 0.01000, eta: 1 day, 20:13:53, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5156, loss_cls: 3.2937, loss: 3.2937 2020-06-17 01:45:03,323 - mmaction - INFO - Epoch [15][360/3134] lr: 0.01000, eta: 1 day, 20:13:41, time: 0.591, data_time: 0.004, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5344, loss_cls: 3.2746, loss: 3.2746 2020-06-17 01:45:14,941 - mmaction - INFO - Epoch [15][380/3134] lr: 0.01000, eta: 1 day, 20:13:28, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5563, loss_cls: 3.1027, loss: 3.1027 2020-06-17 01:45:26,627 - mmaction - INFO - Epoch [15][400/3134] lr: 0.01000, eta: 1 day, 20:13:15, time: 0.583, data_time: 0.000, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5656, loss_cls: 3.2184, loss: 3.2184 2020-06-17 01:45:38,337 - mmaction - INFO - Epoch [15][420/3134] lr: 0.01000, eta: 1 day, 20:13:02, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5719, loss_cls: 3.0629, loss: 3.0629 2020-06-17 01:45:49,977 - mmaction - INFO - Epoch [15][440/3134] lr: 0.01000, eta: 1 day, 20:12:49, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5875, loss_cls: 3.0825, loss: 3.0825 2020-06-17 01:46:01,668 - mmaction - INFO - Epoch [15][460/3134] lr: 0.01000, eta: 1 day, 20:12:37, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5563, loss_cls: 3.1496, loss: 3.1496 2020-06-17 01:46:13,356 - mmaction - INFO - Epoch [15][480/3134] lr: 0.01000, eta: 1 day, 20:12:24, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5312, loss_cls: 3.2994, loss: 3.2994 2020-06-17 01:46:25,044 - mmaction - INFO - Epoch [15][500/3134] lr: 0.01000, eta: 1 day, 20:12:12, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5406, loss_cls: 3.3266, loss: 3.3266 2020-06-17 01:46:36,699 - mmaction - INFO - Epoch [15][520/3134] lr: 0.01000, eta: 1 day, 20:11:59, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5844, loss_cls: 3.1451, loss: 3.1451 2020-06-17 01:46:48,375 - mmaction - INFO - Epoch [15][540/3134] lr: 0.01000, eta: 1 day, 20:11:46, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5469, loss_cls: 3.3216, loss: 3.3216 2020-06-17 01:47:00,055 - mmaction - INFO - Epoch [15][560/3134] lr: 0.01000, eta: 1 day, 20:11:33, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5844, loss_cls: 3.1495, loss: 3.1495 2020-06-17 01:47:11,629 - mmaction - INFO - Epoch [15][580/3134] lr: 0.01000, eta: 1 day, 20:11:20, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5219, loss_cls: 3.4086, loss: 3.4086 2020-06-17 01:47:23,337 - mmaction - INFO - Epoch [15][600/3134] lr: 0.01000, eta: 1 day, 20:11:07, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5406, loss_cls: 3.1496, loss: 3.1496 2020-06-17 01:47:35,045 - mmaction - INFO - Epoch [15][620/3134] lr: 0.01000, eta: 1 day, 20:10:55, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5687, loss_cls: 3.1310, loss: 3.1310 2020-06-17 01:47:46,717 - mmaction - INFO - Epoch [15][640/3134] lr: 0.01000, eta: 1 day, 20:10:42, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5969, loss_cls: 3.0404, loss: 3.0404 2020-06-17 01:47:58,336 - mmaction - INFO - Epoch [15][660/3134] lr: 0.01000, eta: 1 day, 20:10:29, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5938, loss_cls: 3.3034, loss: 3.3034 2020-06-17 01:48:09,979 - mmaction - INFO - Epoch [15][680/3134] lr: 0.01000, eta: 1 day, 20:10:15, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5750, loss_cls: 3.1185, loss: 3.1185 2020-06-17 01:48:21,641 - mmaction - INFO - Epoch [15][700/3134] lr: 0.01000, eta: 1 day, 20:10:03, time: 0.586, data_time: 0.005, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5125, loss_cls: 3.4225, loss: 3.4225 2020-06-17 01:48:33,319 - mmaction - INFO - Epoch [15][720/3134] lr: 0.01000, eta: 1 day, 20:09:50, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5312, loss_cls: 3.3633, loss: 3.3633 2020-06-17 01:48:45,150 - mmaction - INFO - Epoch [15][740/3134] lr: 0.01000, eta: 1 day, 20:09:38, time: 0.589, data_time: 0.004, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5469, loss_cls: 3.4236, loss: 3.4236 2020-06-17 01:48:56,824 - mmaction - INFO - Epoch [15][760/3134] lr: 0.01000, eta: 1 day, 20:09:25, time: 0.586, data_time: 0.005, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5656, loss_cls: 3.1821, loss: 3.1821 2020-06-17 01:49:08,445 - mmaction - INFO - Epoch [15][780/3134] lr: 0.01000, eta: 1 day, 20:09:13, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5750, loss_cls: 3.2290, loss: 3.2290 2020-06-17 01:49:20,141 - mmaction - INFO - Epoch [15][800/3134] lr: 0.01000, eta: 1 day, 20:09:00, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5969, loss_cls: 3.0872, loss: 3.0872 2020-06-17 01:49:31,773 - mmaction - INFO - Epoch [15][820/3134] lr: 0.01000, eta: 1 day, 20:08:47, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5563, loss_cls: 3.2583, loss: 3.2583 2020-06-17 01:49:43,306 - mmaction - INFO - Epoch [15][840/3134] lr: 0.01000, eta: 1 day, 20:08:33, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.3312, top5_acc: 0.6031, loss_cls: 3.0137, loss: 3.0137 2020-06-17 01:49:54,957 - mmaction - INFO - Epoch [15][860/3134] lr: 0.01000, eta: 1 day, 20:08:20, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5406, loss_cls: 3.1960, loss: 3.1960 2020-06-17 01:50:06,628 - mmaction - INFO - Epoch [15][880/3134] lr: 0.01000, eta: 1 day, 20:08:07, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5375, loss_cls: 3.3153, loss: 3.3153 2020-06-17 01:50:18,314 - mmaction - INFO - Epoch [15][900/3134] lr: 0.01000, eta: 1 day, 20:07:55, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5437, loss_cls: 3.2253, loss: 3.2253 2020-06-17 01:50:30,033 - mmaction - INFO - Epoch [15][920/3134] lr: 0.01000, eta: 1 day, 20:07:42, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5406, loss_cls: 3.3977, loss: 3.3977 2020-06-17 01:50:41,693 - mmaction - INFO - Epoch [15][940/3134] lr: 0.01000, eta: 1 day, 20:07:29, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5656, loss_cls: 3.1893, loss: 3.1893 2020-06-17 01:50:53,434 - mmaction - INFO - Epoch [15][960/3134] lr: 0.01000, eta: 1 day, 20:07:17, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5719, loss_cls: 3.1909, loss: 3.1909 2020-06-17 01:51:05,049 - mmaction - INFO - Epoch [15][980/3134] lr: 0.01000, eta: 1 day, 20:07:04, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5500, loss_cls: 3.2591, loss: 3.2591 2020-06-17 01:51:16,781 - mmaction - INFO - Epoch [15][1000/3134] lr: 0.01000, eta: 1 day, 20:06:52, time: 0.586, data_time: 0.000, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5281, loss_cls: 3.2756, loss: 3.2756 2020-06-17 01:51:28,494 - mmaction - INFO - Epoch [15][1020/3134] lr: 0.01000, eta: 1 day, 20:06:39, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5781, loss_cls: 3.2127, loss: 3.2127 2020-06-17 01:51:40,259 - mmaction - INFO - Epoch [15][1040/3134] lr: 0.01000, eta: 1 day, 20:06:26, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5125, loss_cls: 3.5188, loss: 3.5188 2020-06-17 01:51:51,815 - mmaction - INFO - Epoch [15][1060/3134] lr: 0.01000, eta: 1 day, 20:06:13, time: 0.582, data_time: 0.005, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5094, loss_cls: 3.3701, loss: 3.3701 2020-06-17 01:52:03,479 - mmaction - INFO - Epoch [15][1080/3134] lr: 0.01000, eta: 1 day, 20:06:01, time: 0.582, data_time: 0.000, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6094, loss_cls: 3.0050, loss: 3.0050 2020-06-17 01:52:15,141 - mmaction - INFO - Epoch [15][1100/3134] lr: 0.01000, eta: 1 day, 20:05:47, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5406, loss_cls: 3.4243, loss: 3.4243 2020-06-17 01:52:26,858 - mmaction - INFO - Epoch [15][1120/3134] lr: 0.01000, eta: 1 day, 20:05:35, time: 0.587, data_time: 0.005, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5594, loss_cls: 3.2141, loss: 3.2141 2020-06-17 01:52:38,554 - mmaction - INFO - Epoch [15][1140/3134] lr: 0.01000, eta: 1 day, 20:05:22, time: 0.582, data_time: 0.005, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5500, loss_cls: 3.2135, loss: 3.2135 2020-06-17 01:52:50,233 - mmaction - INFO - Epoch [15][1160/3134] lr: 0.01000, eta: 1 day, 20:05:10, time: 0.587, data_time: 0.006, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5344, loss_cls: 3.2029, loss: 3.2029 2020-06-17 01:53:01,886 - mmaction - INFO - Epoch [15][1180/3134] lr: 0.01000, eta: 1 day, 20:04:57, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5969, loss_cls: 3.0064, loss: 3.0064 2020-06-17 01:53:13,527 - mmaction - INFO - Epoch [15][1200/3134] lr: 0.01000, eta: 1 day, 20:04:44, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5719, loss_cls: 3.2256, loss: 3.2256 2020-06-17 01:53:25,231 - mmaction - INFO - Epoch [15][1220/3134] lr: 0.01000, eta: 1 day, 20:04:32, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5813, loss_cls: 3.1653, loss: 3.1653 2020-06-17 01:53:36,892 - mmaction - INFO - Epoch [15][1240/3134] lr: 0.01000, eta: 1 day, 20:04:19, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5625, loss_cls: 3.1894, loss: 3.1894 2020-06-17 01:53:48,621 - mmaction - INFO - Epoch [15][1260/3134] lr: 0.01000, eta: 1 day, 20:04:06, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5750, loss_cls: 3.2181, loss: 3.2181 2020-06-17 01:54:00,239 - mmaction - INFO - Epoch [15][1280/3134] lr: 0.01000, eta: 1 day, 20:03:53, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5656, loss_cls: 3.2913, loss: 3.2913 2020-06-17 01:54:11,819 - mmaction - INFO - Epoch [15][1300/3134] lr: 0.01000, eta: 1 day, 20:03:40, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5250, loss_cls: 3.3382, loss: 3.3382 2020-06-17 01:54:23,443 - mmaction - INFO - Epoch [15][1320/3134] lr: 0.01000, eta: 1 day, 20:03:27, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5844, loss_cls: 3.0615, loss: 3.0615 2020-06-17 01:54:35,175 - mmaction - INFO - Epoch [15][1340/3134] lr: 0.01000, eta: 1 day, 20:03:14, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5469, loss_cls: 3.1352, loss: 3.1352 2020-06-17 01:54:46,729 - mmaction - INFO - Epoch [15][1360/3134] lr: 0.01000, eta: 1 day, 20:03:01, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.2719, top5_acc: 0.5344, loss_cls: 3.4047, loss: 3.4047 2020-06-17 01:54:58,417 - mmaction - INFO - Epoch [15][1380/3134] lr: 0.01000, eta: 1 day, 20:02:48, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5563, loss_cls: 3.0796, loss: 3.0796 2020-06-17 01:55:10,054 - mmaction - INFO - Epoch [15][1400/3134] lr: 0.01000, eta: 1 day, 20:02:35, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5656, loss_cls: 3.1177, loss: 3.1177 2020-06-17 01:55:21,729 - mmaction - INFO - Epoch [15][1420/3134] lr: 0.01000, eta: 1 day, 20:02:23, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5437, loss_cls: 3.2778, loss: 3.2778 2020-06-17 01:55:33,495 - mmaction - INFO - Epoch [15][1440/3134] lr: 0.01000, eta: 1 day, 20:02:10, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3187, top5_acc: 0.6125, loss_cls: 3.0165, loss: 3.0165 2020-06-17 01:55:45,086 - mmaction - INFO - Epoch [15][1460/3134] lr: 0.01000, eta: 1 day, 20:01:57, time: 0.583, data_time: 0.005, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5750, loss_cls: 3.2930, loss: 3.2930 2020-06-17 01:55:56,651 - mmaction - INFO - Epoch [15][1480/3134] lr: 0.01000, eta: 1 day, 20:01:44, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.2500, top5_acc: 0.4813, loss_cls: 3.4447, loss: 3.4447 2020-06-17 01:56:08,381 - mmaction - INFO - Epoch [15][1500/3134] lr: 0.01000, eta: 1 day, 20:01:31, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5531, loss_cls: 3.3199, loss: 3.3199 2020-06-17 01:56:20,025 - mmaction - INFO - Epoch [15][1520/3134] lr: 0.01000, eta: 1 day, 20:01:19, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3875, top5_acc: 0.5938, loss_cls: 3.0559, loss: 3.0559 2020-06-17 01:56:31,707 - mmaction - INFO - Epoch [15][1540/3134] lr: 0.01000, eta: 1 day, 20:01:06, time: 0.583, data_time: 0.000, memory: 8339, top1_acc: 0.3250, top5_acc: 0.6062, loss_cls: 3.0515, loss: 3.0515 2020-06-17 01:56:43,466 - mmaction - INFO - Epoch [15][1560/3134] lr: 0.01000, eta: 1 day, 20:00:54, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.2625, top5_acc: 0.5062, loss_cls: 3.4073, loss: 3.4073 2020-06-17 01:56:57,761 - mmaction - INFO - Epoch [15][1580/3134] lr: 0.01000, eta: 1 day, 20:00:56, time: 0.714, data_time: 0.001, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5719, loss_cls: 3.3219, loss: 3.3219 2020-06-17 01:57:09,419 - mmaction - INFO - Epoch [15][1600/3134] lr: 0.01000, eta: 1 day, 20:00:44, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5625, loss_cls: 3.3314, loss: 3.3314 2020-06-17 01:57:21,073 - mmaction - INFO - Epoch [15][1620/3134] lr: 0.01000, eta: 1 day, 20:00:31, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5312, loss_cls: 3.5575, loss: 3.5575 2020-06-17 01:57:32,792 - mmaction - INFO - Epoch [15][1640/3134] lr: 0.01000, eta: 1 day, 20:00:18, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6000, loss_cls: 3.0443, loss: 3.0443 2020-06-17 01:57:45,459 - mmaction - INFO - Epoch [15][1660/3134] lr: 0.01000, eta: 1 day, 20:00:11, time: 0.634, data_time: 0.053, memory: 8339, top1_acc: 0.3031, top5_acc: 0.6000, loss_cls: 3.0845, loss: 3.0845 2020-06-17 01:57:57,033 - mmaction - INFO - Epoch [15][1680/3134] lr: 0.01000, eta: 1 day, 19:59:58, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.2719, top5_acc: 0.5281, loss_cls: 3.3601, loss: 3.3601 2020-06-17 01:58:08,750 - mmaction - INFO - Epoch [15][1700/3134] lr: 0.01000, eta: 1 day, 19:59:46, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5469, loss_cls: 3.2806, loss: 3.2806 2020-06-17 01:58:20,411 - mmaction - INFO - Epoch [15][1720/3134] lr: 0.01000, eta: 1 day, 19:59:33, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5437, loss_cls: 3.3010, loss: 3.3010 2020-06-17 01:58:32,019 - mmaction - INFO - Epoch [15][1740/3134] lr: 0.01000, eta: 1 day, 19:59:20, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3156, top5_acc: 0.6125, loss_cls: 3.0865, loss: 3.0865 2020-06-17 01:58:43,755 - mmaction - INFO - Epoch [15][1760/3134] lr: 0.01000, eta: 1 day, 19:59:07, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5656, loss_cls: 3.1439, loss: 3.1439 2020-06-17 01:58:55,453 - mmaction - INFO - Epoch [15][1780/3134] lr: 0.01000, eta: 1 day, 19:58:55, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5344, loss_cls: 3.3078, loss: 3.3078 2020-06-17 01:59:07,080 - mmaction - INFO - Epoch [15][1800/3134] lr: 0.01000, eta: 1 day, 19:58:42, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5875, loss_cls: 3.1033, loss: 3.1033 2020-06-17 01:59:18,711 - mmaction - INFO - Epoch [15][1820/3134] lr: 0.01000, eta: 1 day, 19:58:29, time: 0.579, data_time: 0.004, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5563, loss_cls: 3.1162, loss: 3.1162 2020-06-17 01:59:30,457 - mmaction - INFO - Epoch [15][1840/3134] lr: 0.01000, eta: 1 day, 19:58:16, time: 0.589, data_time: 0.005, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5781, loss_cls: 3.2298, loss: 3.2298 2020-06-17 01:59:42,089 - mmaction - INFO - Epoch [15][1860/3134] lr: 0.01000, eta: 1 day, 19:58:03, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.2719, top5_acc: 0.5250, loss_cls: 3.4399, loss: 3.4399 2020-06-17 01:59:53,748 - mmaction - INFO - Epoch [15][1880/3134] lr: 0.01000, eta: 1 day, 19:57:51, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5625, loss_cls: 3.2911, loss: 3.2911 2020-06-17 02:00:06,438 - mmaction - INFO - Epoch [15][1900/3134] lr: 0.01000, eta: 1 day, 19:57:42, time: 0.622, data_time: 0.003, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5625, loss_cls: 3.1932, loss: 3.1932 2020-06-17 02:00:18,894 - mmaction - INFO - Epoch [15][1920/3134] lr: 0.01000, eta: 1 day, 19:57:36, time: 0.636, data_time: 0.023, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5781, loss_cls: 3.1057, loss: 3.1057 2020-06-17 02:00:31,109 - mmaction - INFO - Epoch [15][1940/3134] lr: 0.01000, eta: 1 day, 19:57:26, time: 0.609, data_time: 0.005, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5469, loss_cls: 3.3200, loss: 3.3200 2020-06-17 02:00:43,284 - mmaction - INFO - Epoch [15][1960/3134] lr: 0.01000, eta: 1 day, 19:57:16, time: 0.611, data_time: 0.004, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5406, loss_cls: 3.2939, loss: 3.2939 2020-06-17 02:00:54,903 - mmaction - INFO - Epoch [15][1980/3134] lr: 0.01000, eta: 1 day, 19:57:03, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.2344, top5_acc: 0.5188, loss_cls: 3.5451, loss: 3.5451 2020-06-17 02:01:06,581 - mmaction - INFO - Epoch [15][2000/3134] lr: 0.01000, eta: 1 day, 19:56:51, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5125, loss_cls: 3.3045, loss: 3.3045 2020-06-17 02:01:18,266 - mmaction - INFO - Epoch [15][2020/3134] lr: 0.01000, eta: 1 day, 19:56:38, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5344, loss_cls: 3.3472, loss: 3.3472 2020-06-17 02:01:29,913 - mmaction - INFO - Epoch [15][2040/3134] lr: 0.01000, eta: 1 day, 19:56:25, time: 0.582, data_time: 0.000, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5594, loss_cls: 3.1987, loss: 3.1987 2020-06-17 02:01:41,699 - mmaction - INFO - Epoch [15][2060/3134] lr: 0.01000, eta: 1 day, 19:56:13, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5875, loss_cls: 3.0437, loss: 3.0437 2020-06-17 02:01:53,341 - mmaction - INFO - Epoch [15][2080/3134] lr: 0.01000, eta: 1 day, 19:56:00, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5344, loss_cls: 3.4007, loss: 3.4007 2020-06-17 02:02:05,076 - mmaction - INFO - Epoch [15][2100/3134] lr: 0.01000, eta: 1 day, 19:55:47, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5656, loss_cls: 3.2132, loss: 3.2132 2020-06-17 02:02:16,722 - mmaction - INFO - Epoch [15][2120/3134] lr: 0.01000, eta: 1 day, 19:55:35, time: 0.588, data_time: 0.007, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5281, loss_cls: 3.3113, loss: 3.3113 2020-06-17 02:02:28,349 - mmaction - INFO - Epoch [15][2140/3134] lr: 0.01000, eta: 1 day, 19:55:22, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5594, loss_cls: 3.2019, loss: 3.2019 2020-06-17 02:02:39,950 - mmaction - INFO - Epoch [15][2160/3134] lr: 0.01000, eta: 1 day, 19:55:09, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5125, loss_cls: 3.4011, loss: 3.4011 2020-06-17 02:02:51,541 - mmaction - INFO - Epoch [15][2180/3134] lr: 0.01000, eta: 1 day, 19:54:56, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5531, loss_cls: 3.1489, loss: 3.1489 2020-06-17 02:03:03,209 - mmaction - INFO - Epoch [15][2200/3134] lr: 0.01000, eta: 1 day, 19:54:43, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3688, top5_acc: 0.5844, loss_cls: 3.0492, loss: 3.0492 2020-06-17 02:03:14,890 - mmaction - INFO - Epoch [15][2220/3134] lr: 0.01000, eta: 1 day, 19:54:30, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5594, loss_cls: 3.2531, loss: 3.2531 2020-06-17 02:03:26,619 - mmaction - INFO - Epoch [15][2240/3134] lr: 0.01000, eta: 1 day, 19:54:18, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5531, loss_cls: 3.3450, loss: 3.3450 2020-06-17 02:03:38,368 - mmaction - INFO - Epoch [15][2260/3134] lr: 0.01000, eta: 1 day, 19:54:05, time: 0.588, data_time: 0.001, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5625, loss_cls: 3.3302, loss: 3.3302 2020-06-17 02:03:50,099 - mmaction - INFO - Epoch [15][2280/3134] lr: 0.01000, eta: 1 day, 19:53:53, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5781, loss_cls: 3.1714, loss: 3.1714 2020-06-17 02:04:01,849 - mmaction - INFO - Epoch [15][2300/3134] lr: 0.01000, eta: 1 day, 19:53:41, time: 0.589, data_time: 0.003, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6094, loss_cls: 2.9722, loss: 2.9722 2020-06-17 02:04:13,471 - mmaction - INFO - Epoch [15][2320/3134] lr: 0.01000, eta: 1 day, 19:53:28, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5875, loss_cls: 3.1143, loss: 3.1143 2020-06-17 02:04:25,193 - mmaction - INFO - Epoch [15][2340/3134] lr: 0.01000, eta: 1 day, 19:53:15, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5687, loss_cls: 3.2010, loss: 3.2010 2020-06-17 02:04:36,891 - mmaction - INFO - Epoch [15][2360/3134] lr: 0.01000, eta: 1 day, 19:53:03, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5281, loss_cls: 3.3621, loss: 3.3621 2020-06-17 02:04:48,491 - mmaction - INFO - Epoch [15][2380/3134] lr: 0.01000, eta: 1 day, 19:52:50, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6031, loss_cls: 3.0287, loss: 3.0287 2020-06-17 02:05:00,217 - mmaction - INFO - Epoch [15][2400/3134] lr: 0.01000, eta: 1 day, 19:52:37, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5781, loss_cls: 3.1915, loss: 3.1915 2020-06-17 02:05:11,860 - mmaction - INFO - Epoch [15][2420/3134] lr: 0.01000, eta: 1 day, 19:52:24, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5969, loss_cls: 3.0771, loss: 3.0771 2020-06-17 02:05:23,576 - mmaction - INFO - Epoch [15][2440/3134] lr: 0.01000, eta: 1 day, 19:52:12, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5500, loss_cls: 3.3048, loss: 3.3048 2020-06-17 02:05:35,357 - mmaction - INFO - Epoch [15][2460/3134] lr: 0.01000, eta: 1 day, 19:51:59, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5406, loss_cls: 3.3236, loss: 3.3236 2020-06-17 02:05:46,991 - mmaction - INFO - Epoch [15][2480/3134] lr: 0.01000, eta: 1 day, 19:51:47, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5406, loss_cls: 3.3594, loss: 3.3594 2020-06-17 02:05:58,590 - mmaction - INFO - Epoch [15][2500/3134] lr: 0.01000, eta: 1 day, 19:51:34, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5219, loss_cls: 3.3757, loss: 3.3757 2020-06-17 02:06:10,306 - mmaction - INFO - Epoch [15][2520/3134] lr: 0.01000, eta: 1 day, 19:51:21, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.2594, top5_acc: 0.5219, loss_cls: 3.3566, loss: 3.3566 2020-06-17 02:06:22,059 - mmaction - INFO - Epoch [15][2540/3134] lr: 0.01000, eta: 1 day, 19:51:09, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5781, loss_cls: 3.1582, loss: 3.1582 2020-06-17 02:06:33,623 - mmaction - INFO - Epoch [15][2560/3134] lr: 0.01000, eta: 1 day, 19:50:56, time: 0.581, data_time: 0.005, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5406, loss_cls: 3.2611, loss: 3.2611 2020-06-17 02:06:45,170 - mmaction - INFO - Epoch [15][2580/3134] lr: 0.01000, eta: 1 day, 19:50:42, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5000, loss_cls: 3.4713, loss: 3.4713 2020-06-17 02:06:56,963 - mmaction - INFO - Epoch [15][2600/3134] lr: 0.01000, eta: 1 day, 19:50:30, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5500, loss_cls: 3.3093, loss: 3.3093 2020-06-17 02:07:08,663 - mmaction - INFO - Epoch [15][2620/3134] lr: 0.01000, eta: 1 day, 19:50:18, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5188, loss_cls: 3.2310, loss: 3.2310 2020-06-17 02:07:20,292 - mmaction - INFO - Epoch [15][2640/3134] lr: 0.01000, eta: 1 day, 19:50:05, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5781, loss_cls: 3.1417, loss: 3.1417 2020-06-17 02:07:32,031 - mmaction - INFO - Epoch [15][2660/3134] lr: 0.01000, eta: 1 day, 19:49:52, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5781, loss_cls: 3.0636, loss: 3.0636 2020-06-17 02:07:43,679 - mmaction - INFO - Epoch [15][2680/3134] lr: 0.01000, eta: 1 day, 19:49:39, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5625, loss_cls: 3.2189, loss: 3.2189 2020-06-17 02:07:55,321 - mmaction - INFO - Epoch [15][2700/3134] lr: 0.01000, eta: 1 day, 19:49:27, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6000, loss_cls: 3.0389, loss: 3.0389 2020-06-17 02:08:06,973 - mmaction - INFO - Epoch [15][2720/3134] lr: 0.01000, eta: 1 day, 19:49:14, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6125, loss_cls: 3.0707, loss: 3.0707 2020-06-17 02:08:18,614 - mmaction - INFO - Epoch [15][2740/3134] lr: 0.01000, eta: 1 day, 19:49:01, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5312, loss_cls: 3.2056, loss: 3.2056 2020-06-17 02:08:30,196 - mmaction - INFO - Epoch [15][2760/3134] lr: 0.01000, eta: 1 day, 19:48:48, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5781, loss_cls: 3.0248, loss: 3.0248 2020-06-17 02:08:41,938 - mmaction - INFO - Epoch [15][2780/3134] lr: 0.01000, eta: 1 day, 19:48:35, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3281, top5_acc: 0.6031, loss_cls: 3.0171, loss: 3.0171 2020-06-17 02:08:53,497 - mmaction - INFO - Epoch [15][2800/3134] lr: 0.01000, eta: 1 day, 19:48:22, time: 0.582, data_time: 0.006, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5188, loss_cls: 3.4276, loss: 3.4276 2020-06-17 02:09:05,123 - mmaction - INFO - Epoch [15][2820/3134] lr: 0.01000, eta: 1 day, 19:48:09, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5969, loss_cls: 3.0245, loss: 3.0245 2020-06-17 02:09:16,893 - mmaction - INFO - Epoch [15][2840/3134] lr: 0.01000, eta: 1 day, 19:47:57, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.2594, top5_acc: 0.5156, loss_cls: 3.4725, loss: 3.4725 2020-06-17 02:09:28,540 - mmaction - INFO - Epoch [15][2860/3134] lr: 0.01000, eta: 1 day, 19:47:44, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5906, loss_cls: 3.0456, loss: 3.0456 2020-06-17 02:09:40,184 - mmaction - INFO - Epoch [15][2880/3134] lr: 0.01000, eta: 1 day, 19:47:31, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6250, loss_cls: 2.9548, loss: 2.9548 2020-06-17 02:09:51,876 - mmaction - INFO - Epoch [15][2900/3134] lr: 0.01000, eta: 1 day, 19:47:19, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5125, loss_cls: 3.3247, loss: 3.3247 2020-06-17 02:10:03,559 - mmaction - INFO - Epoch [15][2920/3134] lr: 0.01000, eta: 1 day, 19:47:06, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5687, loss_cls: 3.1704, loss: 3.1704 2020-06-17 02:10:15,161 - mmaction - INFO - Epoch [15][2940/3134] lr: 0.01000, eta: 1 day, 19:46:53, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5906, loss_cls: 3.1278, loss: 3.1278 2020-06-17 02:10:26,779 - mmaction - INFO - Epoch [15][2960/3134] lr: 0.01000, eta: 1 day, 19:46:40, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5094, loss_cls: 3.4527, loss: 3.4527 2020-06-17 02:10:38,391 - mmaction - INFO - Epoch [15][2980/3134] lr: 0.01000, eta: 1 day, 19:46:27, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5656, loss_cls: 3.1727, loss: 3.1727 2020-06-17 02:10:50,092 - mmaction - INFO - Epoch [15][3000/3134] lr: 0.01000, eta: 1 day, 19:46:14, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.2719, top5_acc: 0.5469, loss_cls: 3.3197, loss: 3.3197 2020-06-17 02:11:01,678 - mmaction - INFO - Epoch [15][3020/3134] lr: 0.01000, eta: 1 day, 19:46:01, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5781, loss_cls: 3.2866, loss: 3.2866 2020-06-17 02:11:13,267 - mmaction - INFO - Epoch [15][3040/3134] lr: 0.01000, eta: 1 day, 19:45:48, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5062, loss_cls: 3.3485, loss: 3.3485 2020-06-17 02:11:24,966 - mmaction - INFO - Epoch [15][3060/3134] lr: 0.01000, eta: 1 day, 19:45:35, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5781, loss_cls: 3.1974, loss: 3.1974 2020-06-17 02:11:36,591 - mmaction - INFO - Epoch [15][3080/3134] lr: 0.01000, eta: 1 day, 19:45:23, time: 0.584, data_time: 0.005, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5531, loss_cls: 3.1690, loss: 3.1690 2020-06-17 02:11:48,225 - mmaction - INFO - Epoch [15][3100/3134] lr: 0.01000, eta: 1 day, 19:45:10, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5781, loss_cls: 3.1723, loss: 3.1723 2020-06-17 02:11:59,904 - mmaction - INFO - Epoch [15][3120/3134] lr: 0.01000, eta: 1 day, 19:44:57, time: 0.583, data_time: 0.000, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5312, loss_cls: 3.4417, loss: 3.4417 2020-06-17 02:12:44,542 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-17 02:12:45,816 - mmaction - INFO - top1_acc 0.2279 top5_acc 0.4755 2020-06-17 02:12:45,832 - mmaction - INFO - Epoch [15][3134/3134] lr: 0.01000, top1_acc: 0.2279, top5_acc: 0.4755 2020-06-17 02:13:01,634 - mmaction - INFO - Epoch [16][20/3134] lr: 0.01000, eta: 1 day, 19:44:12, time: 0.789, data_time: 0.205, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6062, loss_cls: 3.0874, loss: 3.0874 2020-06-17 02:13:13,210 - mmaction - INFO - Epoch [16][40/3134] lr: 0.01000, eta: 1 day, 19:43:59, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5531, loss_cls: 3.1770, loss: 3.1770 2020-06-17 02:13:24,999 - mmaction - INFO - Epoch [16][60/3134] lr: 0.01000, eta: 1 day, 19:43:47, time: 0.588, data_time: 0.005, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5469, loss_cls: 3.1976, loss: 3.1976 2020-06-17 02:13:36,541 - mmaction - INFO - Epoch [16][80/3134] lr: 0.01000, eta: 1 day, 19:43:34, time: 0.580, data_time: 0.005, memory: 8339, top1_acc: 0.3719, top5_acc: 0.5938, loss_cls: 3.0904, loss: 3.0904 2020-06-17 02:13:48,190 - mmaction - INFO - Epoch [16][100/3134] lr: 0.01000, eta: 1 day, 19:43:21, time: 0.582, data_time: 0.000, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5250, loss_cls: 3.3910, loss: 3.3910 2020-06-17 02:13:59,793 - mmaction - INFO - Epoch [16][120/3134] lr: 0.01000, eta: 1 day, 19:43:08, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.3187, top5_acc: 0.6000, loss_cls: 2.9945, loss: 2.9945 2020-06-17 02:14:11,395 - mmaction - INFO - Epoch [16][140/3134] lr: 0.01000, eta: 1 day, 19:42:55, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5813, loss_cls: 3.0921, loss: 3.0921 2020-06-17 02:14:23,035 - mmaction - INFO - Epoch [16][160/3134] lr: 0.01000, eta: 1 day, 19:42:42, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5625, loss_cls: 3.3415, loss: 3.3415 2020-06-17 02:14:34,679 - mmaction - INFO - Epoch [16][180/3134] lr: 0.01000, eta: 1 day, 19:42:29, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5656, loss_cls: 3.2019, loss: 3.2019 2020-06-17 02:14:46,365 - mmaction - INFO - Epoch [16][200/3134] lr: 0.01000, eta: 1 day, 19:42:17, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.3250, top5_acc: 0.6125, loss_cls: 2.9940, loss: 2.9940 2020-06-17 02:14:57,888 - mmaction - INFO - Epoch [16][220/3134] lr: 0.01000, eta: 1 day, 19:42:03, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5656, loss_cls: 3.2380, loss: 3.2380 2020-06-17 02:15:09,631 - mmaction - INFO - Epoch [16][240/3134] lr: 0.01000, eta: 1 day, 19:41:50, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5875, loss_cls: 3.1415, loss: 3.1415 2020-06-17 02:15:21,312 - mmaction - INFO - Epoch [16][260/3134] lr: 0.01000, eta: 1 day, 19:41:38, time: 0.588, data_time: 0.005, memory: 8339, top1_acc: 0.2719, top5_acc: 0.5594, loss_cls: 3.3187, loss: 3.3187 2020-06-17 02:15:32,877 - mmaction - INFO - Epoch [16][280/3134] lr: 0.01000, eta: 1 day, 19:41:25, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5406, loss_cls: 3.2178, loss: 3.2178 2020-06-17 02:15:44,619 - mmaction - INFO - Epoch [16][300/3134] lr: 0.01000, eta: 1 day, 19:41:13, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5469, loss_cls: 3.3009, loss: 3.3009 2020-06-17 02:15:56,339 - mmaction - INFO - Epoch [16][320/3134] lr: 0.01000, eta: 1 day, 19:41:00, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5500, loss_cls: 3.2626, loss: 3.2626 2020-06-17 02:16:07,968 - mmaction - INFO - Epoch [16][340/3134] lr: 0.01000, eta: 1 day, 19:40:47, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5687, loss_cls: 3.2364, loss: 3.2364 2020-06-17 02:16:19,672 - mmaction - INFO - Epoch [16][360/3134] lr: 0.01000, eta: 1 day, 19:40:35, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3094, top5_acc: 0.6125, loss_cls: 3.0591, loss: 3.0591 2020-06-17 02:16:31,266 - mmaction - INFO - Epoch [16][380/3134] lr: 0.01000, eta: 1 day, 19:40:22, time: 0.583, data_time: 0.005, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5344, loss_cls: 3.3013, loss: 3.3013 2020-06-17 02:16:42,916 - mmaction - INFO - Epoch [16][400/3134] lr: 0.01000, eta: 1 day, 19:40:09, time: 0.582, data_time: 0.000, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5312, loss_cls: 3.2917, loss: 3.2917 2020-06-17 02:16:54,606 - mmaction - INFO - Epoch [16][420/3134] lr: 0.01000, eta: 1 day, 19:39:57, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5437, loss_cls: 3.3497, loss: 3.3497 2020-06-17 02:17:06,318 - mmaction - INFO - Epoch [16][440/3134] lr: 0.01000, eta: 1 day, 19:39:44, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5875, loss_cls: 3.2384, loss: 3.2384 2020-06-17 02:17:18,123 - mmaction - INFO - Epoch [16][460/3134] lr: 0.01000, eta: 1 day, 19:39:32, time: 0.592, data_time: 0.004, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6188, loss_cls: 3.0296, loss: 3.0296 2020-06-17 02:17:29,886 - mmaction - INFO - Epoch [16][480/3134] lr: 0.01000, eta: 1 day, 19:39:20, time: 0.588, data_time: 0.001, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5781, loss_cls: 3.1663, loss: 3.1663 2020-06-17 02:17:41,629 - mmaction - INFO - Epoch [16][500/3134] lr: 0.01000, eta: 1 day, 19:39:07, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5656, loss_cls: 3.2158, loss: 3.2158 2020-06-17 02:17:53,361 - mmaction - INFO - Epoch [16][520/3134] lr: 0.01000, eta: 1 day, 19:38:55, time: 0.590, data_time: 0.005, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5687, loss_cls: 3.0234, loss: 3.0234 2020-06-17 02:18:05,019 - mmaction - INFO - Epoch [16][540/3134] lr: 0.01000, eta: 1 day, 19:38:43, time: 0.582, data_time: 0.000, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5375, loss_cls: 3.2664, loss: 3.2664 2020-06-17 02:18:16,699 - mmaction - INFO - Epoch [16][560/3134] lr: 0.01000, eta: 1 day, 19:38:30, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5875, loss_cls: 3.0434, loss: 3.0434 2020-06-17 02:18:28,265 - mmaction - INFO - Epoch [16][580/3134] lr: 0.01000, eta: 1 day, 19:38:17, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3187, top5_acc: 0.6125, loss_cls: 3.0527, loss: 3.0527 2020-06-17 02:18:39,986 - mmaction - INFO - Epoch [16][600/3134] lr: 0.01000, eta: 1 day, 19:38:04, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5719, loss_cls: 3.0702, loss: 3.0702 2020-06-17 02:18:51,613 - mmaction - INFO - Epoch [16][620/3134] lr: 0.01000, eta: 1 day, 19:37:52, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5094, loss_cls: 3.4087, loss: 3.4087 2020-06-17 02:19:03,243 - mmaction - INFO - Epoch [16][640/3134] lr: 0.01000, eta: 1 day, 19:37:39, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5344, loss_cls: 3.2672, loss: 3.2672 2020-06-17 02:19:15,019 - mmaction - INFO - Epoch [16][660/3134] lr: 0.01000, eta: 1 day, 19:37:26, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5312, loss_cls: 3.1882, loss: 3.1882 2020-06-17 02:19:26,653 - mmaction - INFO - Epoch [16][680/3134] lr: 0.01000, eta: 1 day, 19:37:14, time: 0.586, data_time: 0.006, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5594, loss_cls: 3.1892, loss: 3.1892 2020-06-17 02:19:38,244 - mmaction - INFO - Epoch [16][700/3134] lr: 0.01000, eta: 1 day, 19:37:01, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5625, loss_cls: 3.2599, loss: 3.2599 2020-06-17 02:19:49,890 - mmaction - INFO - Epoch [16][720/3134] lr: 0.01000, eta: 1 day, 19:36:47, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5250, loss_cls: 3.3829, loss: 3.3829 2020-06-17 02:20:01,541 - mmaction - INFO - Epoch [16][740/3134] lr: 0.01000, eta: 1 day, 19:36:35, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5813, loss_cls: 3.2087, loss: 3.2087 2020-06-17 02:20:13,312 - mmaction - INFO - Epoch [16][760/3134] lr: 0.01000, eta: 1 day, 19:36:23, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.3344, top5_acc: 0.6156, loss_cls: 3.1283, loss: 3.1283 2020-06-17 02:20:25,030 - mmaction - INFO - Epoch [16][780/3134] lr: 0.01000, eta: 1 day, 19:36:11, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5938, loss_cls: 3.1155, loss: 3.1155 2020-06-17 02:20:36,694 - mmaction - INFO - Epoch [16][800/3134] lr: 0.01000, eta: 1 day, 19:35:58, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5656, loss_cls: 3.1505, loss: 3.1505 2020-06-17 02:20:48,402 - mmaction - INFO - Epoch [16][820/3134] lr: 0.01000, eta: 1 day, 19:35:45, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5469, loss_cls: 3.2161, loss: 3.2161 2020-06-17 02:20:59,999 - mmaction - INFO - Epoch [16][840/3134] lr: 0.01000, eta: 1 day, 19:35:32, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5844, loss_cls: 3.2271, loss: 3.2271 2020-06-17 02:21:11,572 - mmaction - INFO - Epoch [16][860/3134] lr: 0.01000, eta: 1 day, 19:35:19, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5281, loss_cls: 3.2606, loss: 3.2606 2020-06-17 02:21:23,271 - mmaction - INFO - Epoch [16][880/3134] lr: 0.01000, eta: 1 day, 19:35:07, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5594, loss_cls: 3.2375, loss: 3.2375 2020-06-17 02:21:34,971 - mmaction - INFO - Epoch [16][900/3134] lr: 0.01000, eta: 1 day, 19:34:54, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5781, loss_cls: 3.1500, loss: 3.1500 2020-06-17 02:21:46,592 - mmaction - INFO - Epoch [16][920/3134] lr: 0.01000, eta: 1 day, 19:34:41, time: 0.584, data_time: 0.005, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5844, loss_cls: 3.1684, loss: 3.1684 2020-06-17 02:21:58,266 - mmaction - INFO - Epoch [16][940/3134] lr: 0.01000, eta: 1 day, 19:34:29, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5531, loss_cls: 3.1908, loss: 3.1908 2020-06-17 02:22:09,801 - mmaction - INFO - Epoch [16][960/3134] lr: 0.01000, eta: 1 day, 19:34:15, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5344, loss_cls: 3.3306, loss: 3.3306 2020-06-17 02:22:21,459 - mmaction - INFO - Epoch [16][980/3134] lr: 0.01000, eta: 1 day, 19:34:03, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5719, loss_cls: 3.1207, loss: 3.1207 2020-06-17 02:22:33,167 - mmaction - INFO - Epoch [16][1000/3134] lr: 0.01000, eta: 1 day, 19:33:50, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5750, loss_cls: 3.1579, loss: 3.1579 2020-06-17 02:22:44,878 - mmaction - INFO - Epoch [16][1020/3134] lr: 0.01000, eta: 1 day, 19:33:38, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5531, loss_cls: 3.2322, loss: 3.2322 2020-06-17 02:22:56,546 - mmaction - INFO - Epoch [16][1040/3134] lr: 0.01000, eta: 1 day, 19:33:25, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5875, loss_cls: 3.1422, loss: 3.1422 2020-06-17 02:23:08,274 - mmaction - INFO - Epoch [16][1060/3134] lr: 0.01000, eta: 1 day, 19:33:13, time: 0.586, data_time: 0.005, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5500, loss_cls: 3.1841, loss: 3.1841 2020-06-17 02:23:20,015 - mmaction - INFO - Epoch [16][1080/3134] lr: 0.01000, eta: 1 day, 19:33:01, time: 0.589, data_time: 0.003, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5437, loss_cls: 3.2750, loss: 3.2750 2020-06-17 02:23:31,651 - mmaction - INFO - Epoch [16][1100/3134] lr: 0.01000, eta: 1 day, 19:32:48, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5687, loss_cls: 3.1705, loss: 3.1705 2020-06-17 02:23:43,367 - mmaction - INFO - Epoch [16][1120/3134] lr: 0.01000, eta: 1 day, 19:32:35, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5750, loss_cls: 3.1091, loss: 3.1091 2020-06-17 02:23:55,093 - mmaction - INFO - Epoch [16][1140/3134] lr: 0.01000, eta: 1 day, 19:32:23, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5594, loss_cls: 3.3015, loss: 3.3015 2020-06-17 02:24:06,865 - mmaction - INFO - Epoch [16][1160/3134] lr: 0.01000, eta: 1 day, 19:32:11, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5563, loss_cls: 3.1227, loss: 3.1227 2020-06-17 02:24:18,611 - mmaction - INFO - Epoch [16][1180/3134] lr: 0.01000, eta: 1 day, 19:31:59, time: 0.588, data_time: 0.002, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5500, loss_cls: 3.2044, loss: 3.2044 2020-06-17 02:24:30,293 - mmaction - INFO - Epoch [16][1200/3134] lr: 0.01000, eta: 1 day, 19:31:46, time: 0.583, data_time: 0.000, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5437, loss_cls: 3.2499, loss: 3.2499 2020-06-17 02:24:42,016 - mmaction - INFO - Epoch [16][1220/3134] lr: 0.01000, eta: 1 day, 19:31:33, time: 0.584, data_time: 0.005, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5437, loss_cls: 3.1186, loss: 3.1186 2020-06-17 02:24:53,626 - mmaction - INFO - Epoch [16][1240/3134] lr: 0.01000, eta: 1 day, 19:31:21, time: 0.584, data_time: 0.005, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5938, loss_cls: 3.2213, loss: 3.2213 2020-06-17 02:25:05,285 - mmaction - INFO - Epoch [16][1260/3134] lr: 0.01000, eta: 1 day, 19:31:08, time: 0.583, data_time: 0.000, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5813, loss_cls: 3.1478, loss: 3.1478 2020-06-17 02:25:16,928 - mmaction - INFO - Epoch [16][1280/3134] lr: 0.01000, eta: 1 day, 19:30:55, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5062, loss_cls: 3.4202, loss: 3.4202 2020-06-17 02:25:28,576 - mmaction - INFO - Epoch [16][1300/3134] lr: 0.01000, eta: 1 day, 19:30:43, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5437, loss_cls: 3.3138, loss: 3.3138 2020-06-17 02:25:40,331 - mmaction - INFO - Epoch [16][1320/3134] lr: 0.01000, eta: 1 day, 19:30:30, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.2625, top5_acc: 0.5563, loss_cls: 3.3466, loss: 3.3466 2020-06-17 02:25:52,041 - mmaction - INFO - Epoch [16][1340/3134] lr: 0.01000, eta: 1 day, 19:30:18, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.2969, top5_acc: 0.4938, loss_cls: 3.3180, loss: 3.3180 2020-06-17 02:26:03,653 - mmaction - INFO - Epoch [16][1360/3134] lr: 0.01000, eta: 1 day, 19:30:05, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3844, top5_acc: 0.5719, loss_cls: 3.1194, loss: 3.1194 2020-06-17 02:26:15,303 - mmaction - INFO - Epoch [16][1380/3134] lr: 0.01000, eta: 1 day, 19:29:52, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5969, loss_cls: 3.1159, loss: 3.1159 2020-06-17 02:26:26,936 - mmaction - INFO - Epoch [16][1400/3134] lr: 0.01000, eta: 1 day, 19:29:39, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.2437, top5_acc: 0.4875, loss_cls: 3.4560, loss: 3.4560 2020-06-17 02:26:38,735 - mmaction - INFO - Epoch [16][1420/3134] lr: 0.01000, eta: 1 day, 19:29:27, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5312, loss_cls: 3.3328, loss: 3.3328 2020-06-17 02:26:50,368 - mmaction - INFO - Epoch [16][1440/3134] lr: 0.01000, eta: 1 day, 19:29:15, time: 0.584, data_time: 0.005, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5781, loss_cls: 3.1866, loss: 3.1866 2020-06-17 02:27:02,030 - mmaction - INFO - Epoch [16][1460/3134] lr: 0.01000, eta: 1 day, 19:29:02, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5594, loss_cls: 3.0970, loss: 3.0970 2020-06-17 02:27:13,697 - mmaction - INFO - Epoch [16][1480/3134] lr: 0.01000, eta: 1 day, 19:28:49, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5750, loss_cls: 3.1677, loss: 3.1677 2020-06-17 02:27:25,393 - mmaction - INFO - Epoch [16][1500/3134] lr: 0.01000, eta: 1 day, 19:28:37, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5844, loss_cls: 3.0854, loss: 3.0854 2020-06-17 02:27:37,084 - mmaction - INFO - Epoch [16][1520/3134] lr: 0.01000, eta: 1 day, 19:28:24, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.3844, top5_acc: 0.6094, loss_cls: 3.0239, loss: 3.0239 2020-06-17 02:27:48,670 - mmaction - INFO - Epoch [16][1540/3134] lr: 0.01000, eta: 1 day, 19:28:11, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5625, loss_cls: 3.1993, loss: 3.1993 2020-06-17 02:28:00,219 - mmaction - INFO - Epoch [16][1560/3134] lr: 0.01000, eta: 1 day, 19:27:58, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5687, loss_cls: 3.1184, loss: 3.1184 2020-06-17 02:28:11,871 - mmaction - INFO - Epoch [16][1580/3134] lr: 0.01000, eta: 1 day, 19:27:45, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5656, loss_cls: 3.1340, loss: 3.1340 2020-06-17 02:28:23,529 - mmaction - INFO - Epoch [16][1600/3134] lr: 0.01000, eta: 1 day, 19:27:33, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6281, loss_cls: 3.1014, loss: 3.1014 2020-06-17 02:28:35,143 - mmaction - INFO - Epoch [16][1620/3134] lr: 0.01000, eta: 1 day, 19:27:20, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5625, loss_cls: 3.1949, loss: 3.1949 2020-06-17 02:28:46,842 - mmaction - INFO - Epoch [16][1640/3134] lr: 0.01000, eta: 1 day, 19:27:07, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5750, loss_cls: 3.1886, loss: 3.1886 2020-06-17 02:28:58,513 - mmaction - INFO - Epoch [16][1660/3134] lr: 0.01000, eta: 1 day, 19:26:55, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5687, loss_cls: 3.1495, loss: 3.1495 2020-06-17 02:29:10,101 - mmaction - INFO - Epoch [16][1680/3134] lr: 0.01000, eta: 1 day, 19:26:42, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5437, loss_cls: 3.2454, loss: 3.2454 2020-06-17 02:29:21,639 - mmaction - INFO - Epoch [16][1700/3134] lr: 0.01000, eta: 1 day, 19:26:28, time: 0.576, data_time: 0.000, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5406, loss_cls: 3.1213, loss: 3.1213 2020-06-17 02:29:33,396 - mmaction - INFO - Epoch [16][1720/3134] lr: 0.01000, eta: 1 day, 19:26:16, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5656, loss_cls: 3.2196, loss: 3.2196 2020-06-17 02:29:45,050 - mmaction - INFO - Epoch [16][1740/3134] lr: 0.01000, eta: 1 day, 19:26:03, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5094, loss_cls: 3.4523, loss: 3.4523 2020-06-17 02:29:56,644 - mmaction - INFO - Epoch [16][1760/3134] lr: 0.01000, eta: 1 day, 19:25:50, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5750, loss_cls: 3.1957, loss: 3.1957 2020-06-17 02:30:08,466 - mmaction - INFO - Epoch [16][1780/3134] lr: 0.01000, eta: 1 day, 19:25:38, time: 0.589, data_time: 0.004, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5469, loss_cls: 3.2438, loss: 3.2438 2020-06-17 02:30:20,185 - mmaction - INFO - Epoch [16][1800/3134] lr: 0.01000, eta: 1 day, 19:25:26, time: 0.589, data_time: 0.005, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5094, loss_cls: 3.4534, loss: 3.4534 2020-06-17 02:30:31,866 - mmaction - INFO - Epoch [16][1820/3134] lr: 0.01000, eta: 1 day, 19:25:14, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5031, loss_cls: 3.4722, loss: 3.4722 2020-06-17 02:30:43,583 - mmaction - INFO - Epoch [16][1840/3134] lr: 0.01000, eta: 1 day, 19:25:01, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5469, loss_cls: 3.2649, loss: 3.2649 2020-06-17 02:30:55,260 - mmaction - INFO - Epoch [16][1860/3134] lr: 0.01000, eta: 1 day, 19:24:49, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5437, loss_cls: 3.1954, loss: 3.1954 2020-06-17 02:31:06,898 - mmaction - INFO - Epoch [16][1880/3134] lr: 0.01000, eta: 1 day, 19:24:36, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6125, loss_cls: 3.0252, loss: 3.0252 2020-06-17 02:31:18,654 - mmaction - INFO - Epoch [16][1900/3134] lr: 0.01000, eta: 1 day, 19:24:24, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5938, loss_cls: 3.0543, loss: 3.0543 2020-06-17 02:31:30,379 - mmaction - INFO - Epoch [16][1920/3134] lr: 0.01000, eta: 1 day, 19:24:11, time: 0.589, data_time: 0.005, memory: 8339, top1_acc: 0.3250, top5_acc: 0.6000, loss_cls: 3.1563, loss: 3.1563 2020-06-17 02:31:42,001 - mmaction - INFO - Epoch [16][1940/3134] lr: 0.01000, eta: 1 day, 19:23:59, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5312, loss_cls: 3.3665, loss: 3.3665 2020-06-17 02:31:53,650 - mmaction - INFO - Epoch [16][1960/3134] lr: 0.01000, eta: 1 day, 19:23:46, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5312, loss_cls: 3.3259, loss: 3.3259 2020-06-17 02:32:05,333 - mmaction - INFO - Epoch [16][1980/3134] lr: 0.01000, eta: 1 day, 19:23:33, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5531, loss_cls: 3.1746, loss: 3.1746 2020-06-17 02:32:16,888 - mmaction - INFO - Epoch [16][2000/3134] lr: 0.01000, eta: 1 day, 19:23:20, time: 0.577, data_time: 0.000, memory: 8339, top1_acc: 0.2437, top5_acc: 0.5625, loss_cls: 3.4396, loss: 3.4396 2020-06-17 02:32:28,559 - mmaction - INFO - Epoch [16][2020/3134] lr: 0.01000, eta: 1 day, 19:23:08, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5250, loss_cls: 3.3476, loss: 3.3476 2020-06-17 02:32:40,217 - mmaction - INFO - Epoch [16][2040/3134] lr: 0.01000, eta: 1 day, 19:22:55, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5625, loss_cls: 3.2629, loss: 3.2629 2020-06-17 02:32:51,842 - mmaction - INFO - Epoch [16][2060/3134] lr: 0.01000, eta: 1 day, 19:22:42, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6094, loss_cls: 2.9354, loss: 2.9354 2020-06-17 02:33:03,615 - mmaction - INFO - Epoch [16][2080/3134] lr: 0.01000, eta: 1 day, 19:22:30, time: 0.588, data_time: 0.002, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5656, loss_cls: 3.1785, loss: 3.1785 2020-06-17 02:33:15,285 - mmaction - INFO - Epoch [16][2100/3134] lr: 0.01000, eta: 1 day, 19:22:17, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5437, loss_cls: 3.3377, loss: 3.3377 2020-06-17 02:33:26,913 - mmaction - INFO - Epoch [16][2120/3134] lr: 0.01000, eta: 1 day, 19:22:05, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5531, loss_cls: 3.2495, loss: 3.2495 2020-06-17 02:33:38,588 - mmaction - INFO - Epoch [16][2140/3134] lr: 0.01000, eta: 1 day, 19:21:52, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5687, loss_cls: 3.2874, loss: 3.2874 2020-06-17 02:33:50,231 - mmaction - INFO - Epoch [16][2160/3134] lr: 0.01000, eta: 1 day, 19:21:39, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5500, loss_cls: 3.1997, loss: 3.1997 2020-06-17 02:34:01,974 - mmaction - INFO - Epoch [16][2180/3134] lr: 0.01000, eta: 1 day, 19:21:27, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5500, loss_cls: 3.1698, loss: 3.1698 2020-06-17 02:34:13,656 - mmaction - INFO - Epoch [16][2200/3134] lr: 0.01000, eta: 1 day, 19:21:15, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5719, loss_cls: 3.1030, loss: 3.1030 2020-06-17 02:34:25,257 - mmaction - INFO - Epoch [16][2220/3134] lr: 0.01000, eta: 1 day, 19:21:02, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5969, loss_cls: 3.1496, loss: 3.1496 2020-06-17 02:34:36,943 - mmaction - INFO - Epoch [16][2240/3134] lr: 0.01000, eta: 1 day, 19:20:49, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5344, loss_cls: 3.2925, loss: 3.2925 2020-06-17 02:34:48,584 - mmaction - INFO - Epoch [16][2260/3134] lr: 0.01000, eta: 1 day, 19:20:36, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5500, loss_cls: 3.2812, loss: 3.2812 2020-06-17 02:35:00,151 - mmaction - INFO - Epoch [16][2280/3134] lr: 0.01000, eta: 1 day, 19:20:23, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5906, loss_cls: 3.1963, loss: 3.1963 2020-06-17 02:35:11,858 - mmaction - INFO - Epoch [16][2300/3134] lr: 0.01000, eta: 1 day, 19:20:10, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5281, loss_cls: 3.3549, loss: 3.3549 2020-06-17 02:35:23,690 - mmaction - INFO - Epoch [16][2320/3134] lr: 0.01000, eta: 1 day, 19:19:59, time: 0.595, data_time: 0.006, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5531, loss_cls: 3.2463, loss: 3.2463 2020-06-17 02:35:35,321 - mmaction - INFO - Epoch [16][2340/3134] lr: 0.01000, eta: 1 day, 19:19:46, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5625, loss_cls: 3.2327, loss: 3.2327 2020-06-17 02:35:46,967 - mmaction - INFO - Epoch [16][2360/3134] lr: 0.01000, eta: 1 day, 19:19:33, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5656, loss_cls: 3.2418, loss: 3.2418 2020-06-17 02:35:58,657 - mmaction - INFO - Epoch [16][2380/3134] lr: 0.01000, eta: 1 day, 19:19:21, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5625, loss_cls: 3.2413, loss: 3.2413 2020-06-17 02:36:10,230 - mmaction - INFO - Epoch [16][2400/3134] lr: 0.01000, eta: 1 day, 19:19:08, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3594, top5_acc: 0.5969, loss_cls: 3.0252, loss: 3.0252 2020-06-17 02:36:21,954 - mmaction - INFO - Epoch [16][2420/3134] lr: 0.01000, eta: 1 day, 19:18:55, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6031, loss_cls: 2.9740, loss: 2.9740 2020-06-17 02:36:33,574 - mmaction - INFO - Epoch [16][2440/3134] lr: 0.01000, eta: 1 day, 19:18:43, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.2719, top5_acc: 0.5281, loss_cls: 3.2437, loss: 3.2437 2020-06-17 02:36:45,199 - mmaction - INFO - Epoch [16][2460/3134] lr: 0.01000, eta: 1 day, 19:18:30, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5344, loss_cls: 3.2841, loss: 3.2841 2020-06-17 02:36:56,909 - mmaction - INFO - Epoch [16][2480/3134] lr: 0.01000, eta: 1 day, 19:18:17, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5500, loss_cls: 3.2926, loss: 3.2926 2020-06-17 02:37:08,568 - mmaction - INFO - Epoch [16][2500/3134] lr: 0.01000, eta: 1 day, 19:18:05, time: 0.586, data_time: 0.005, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5344, loss_cls: 3.3860, loss: 3.3860 2020-06-17 02:37:20,220 - mmaction - INFO - Epoch [16][2520/3134] lr: 0.01000, eta: 1 day, 19:17:52, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5719, loss_cls: 3.1938, loss: 3.1938 2020-06-17 02:37:31,898 - mmaction - INFO - Epoch [16][2540/3134] lr: 0.01000, eta: 1 day, 19:17:40, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5344, loss_cls: 3.2725, loss: 3.2725 2020-06-17 02:37:43,509 - mmaction - INFO - Epoch [16][2560/3134] lr: 0.01000, eta: 1 day, 19:17:27, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5406, loss_cls: 3.2504, loss: 3.2504 2020-06-17 02:37:55,066 - mmaction - INFO - Epoch [16][2580/3134] lr: 0.01000, eta: 1 day, 19:17:14, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6031, loss_cls: 3.0060, loss: 3.0060 2020-06-17 02:38:06,768 - mmaction - INFO - Epoch [16][2600/3134] lr: 0.01000, eta: 1 day, 19:17:01, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5219, loss_cls: 3.2366, loss: 3.2366 2020-06-17 02:38:18,449 - mmaction - INFO - Epoch [16][2620/3134] lr: 0.01000, eta: 1 day, 19:16:49, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5219, loss_cls: 3.3410, loss: 3.3410 2020-06-17 02:38:30,020 - mmaction - INFO - Epoch [16][2640/3134] lr: 0.01000, eta: 1 day, 19:16:36, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5844, loss_cls: 3.1289, loss: 3.1289 2020-06-17 02:38:41,697 - mmaction - INFO - Epoch [16][2660/3134] lr: 0.01000, eta: 1 day, 19:16:23, time: 0.582, data_time: 0.000, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5000, loss_cls: 3.4423, loss: 3.4423 2020-06-17 02:38:53,344 - mmaction - INFO - Epoch [16][2680/3134] lr: 0.01000, eta: 1 day, 19:16:10, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6062, loss_cls: 3.1097, loss: 3.1097 2020-06-17 02:39:05,023 - mmaction - INFO - Epoch [16][2700/3134] lr: 0.01000, eta: 1 day, 19:15:58, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5656, loss_cls: 3.2655, loss: 3.2655 2020-06-17 02:39:16,577 - mmaction - INFO - Epoch [16][2720/3134] lr: 0.01000, eta: 1 day, 19:15:45, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5625, loss_cls: 3.2442, loss: 3.2442 2020-06-17 02:39:28,268 - mmaction - INFO - Epoch [16][2740/3134] lr: 0.01000, eta: 1 day, 19:15:32, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5469, loss_cls: 3.3503, loss: 3.3503 2020-06-17 02:39:39,933 - mmaction - INFO - Epoch [16][2760/3134] lr: 0.01000, eta: 1 day, 19:15:19, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5781, loss_cls: 2.9965, loss: 2.9965 2020-06-17 02:39:51,617 - mmaction - INFO - Epoch [16][2780/3134] lr: 0.01000, eta: 1 day, 19:15:07, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5281, loss_cls: 3.3124, loss: 3.3124 2020-06-17 02:40:03,367 - mmaction - INFO - Epoch [16][2800/3134] lr: 0.01000, eta: 1 day, 19:14:55, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5312, loss_cls: 3.3381, loss: 3.3381 2020-06-17 02:40:15,059 - mmaction - INFO - Epoch [16][2820/3134] lr: 0.01000, eta: 1 day, 19:14:42, time: 0.584, data_time: 0.000, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5500, loss_cls: 3.2941, loss: 3.2941 2020-06-17 02:40:26,664 - mmaction - INFO - Epoch [16][2840/3134] lr: 0.01000, eta: 1 day, 19:14:30, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5219, loss_cls: 3.3771, loss: 3.3771 2020-06-17 02:40:38,435 - mmaction - INFO - Epoch [16][2860/3134] lr: 0.01000, eta: 1 day, 19:14:17, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5969, loss_cls: 3.1027, loss: 3.1027 2020-06-17 02:40:50,104 - mmaction - INFO - Epoch [16][2880/3134] lr: 0.01000, eta: 1 day, 19:14:05, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5563, loss_cls: 3.1844, loss: 3.1844 2020-06-17 02:41:01,752 - mmaction - INFO - Epoch [16][2900/3134] lr: 0.01000, eta: 1 day, 19:13:52, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5250, loss_cls: 3.3297, loss: 3.3297 2020-06-17 02:41:13,374 - mmaction - INFO - Epoch [16][2920/3134] lr: 0.01000, eta: 1 day, 19:13:39, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5500, loss_cls: 3.2487, loss: 3.2487 2020-06-17 02:41:25,056 - mmaction - INFO - Epoch [16][2940/3134] lr: 0.01000, eta: 1 day, 19:13:27, time: 0.582, data_time: 0.005, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5844, loss_cls: 3.1801, loss: 3.1801 2020-06-17 02:41:36,680 - mmaction - INFO - Epoch [16][2960/3134] lr: 0.01000, eta: 1 day, 19:13:14, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5531, loss_cls: 3.3931, loss: 3.3931 2020-06-17 02:41:48,340 - mmaction - INFO - Epoch [16][2980/3134] lr: 0.01000, eta: 1 day, 19:13:01, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5656, loss_cls: 3.1411, loss: 3.1411 2020-06-17 02:42:00,111 - mmaction - INFO - Epoch [16][3000/3134] lr: 0.01000, eta: 1 day, 19:12:49, time: 0.586, data_time: 0.005, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5500, loss_cls: 3.2931, loss: 3.2931 2020-06-17 02:42:11,687 - mmaction - INFO - Epoch [16][3020/3134] lr: 0.01000, eta: 1 day, 19:12:36, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5437, loss_cls: 3.2940, loss: 3.2940 2020-06-17 02:42:23,500 - mmaction - INFO - Epoch [16][3040/3134] lr: 0.01000, eta: 1 day, 19:12:24, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5500, loss_cls: 3.2396, loss: 3.2396 2020-06-17 02:42:35,202 - mmaction - INFO - Epoch [16][3060/3134] lr: 0.01000, eta: 1 day, 19:12:12, time: 0.588, data_time: 0.005, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6438, loss_cls: 2.9134, loss: 2.9134 2020-06-17 02:42:46,799 - mmaction - INFO - Epoch [16][3080/3134] lr: 0.01000, eta: 1 day, 19:11:59, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5625, loss_cls: 3.1246, loss: 3.1246 2020-06-17 02:42:58,489 - mmaction - INFO - Epoch [16][3100/3134] lr: 0.01000, eta: 1 day, 19:11:47, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6094, loss_cls: 3.0845, loss: 3.0845 2020-06-17 02:43:10,203 - mmaction - INFO - Epoch [16][3120/3134] lr: 0.01000, eta: 1 day, 19:11:34, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3594, top5_acc: 0.5813, loss_cls: 3.0921, loss: 3.0921 2020-06-17 02:43:45,396 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-17 02:43:46,652 - mmaction - INFO - top1_acc 0.2339 top5_acc 0.4802 2020-06-17 02:43:46,669 - mmaction - INFO - Epoch [16][3134/3134] lr: 0.01000, top1_acc: 0.2339, top5_acc: 0.4802 2020-06-17 02:44:02,344 - mmaction - INFO - Epoch [17][20/3134] lr: 0.01000, eta: 1 day, 19:10:51, time: 0.781, data_time: 0.200, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5656, loss_cls: 3.1387, loss: 3.1387 2020-06-17 02:44:14,006 - mmaction - INFO - Epoch [17][40/3134] lr: 0.01000, eta: 1 day, 19:10:38, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5687, loss_cls: 3.2129, loss: 3.2129 2020-06-17 02:44:25,685 - mmaction - INFO - Epoch [17][60/3134] lr: 0.01000, eta: 1 day, 19:10:26, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5500, loss_cls: 3.1742, loss: 3.1742 2020-06-17 02:44:37,271 - mmaction - INFO - Epoch [17][80/3134] lr: 0.01000, eta: 1 day, 19:10:13, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5563, loss_cls: 3.2514, loss: 3.2514 2020-06-17 02:44:48,975 - mmaction - INFO - Epoch [17][100/3134] lr: 0.01000, eta: 1 day, 19:10:00, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5625, loss_cls: 3.2605, loss: 3.2605 2020-06-17 02:45:00,743 - mmaction - INFO - Epoch [17][120/3134] lr: 0.01000, eta: 1 day, 19:09:48, time: 0.590, data_time: 0.003, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5813, loss_cls: 3.2559, loss: 3.2559 2020-06-17 02:45:12,475 - mmaction - INFO - Epoch [17][140/3134] lr: 0.01000, eta: 1 day, 19:09:36, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5594, loss_cls: 3.2655, loss: 3.2655 2020-06-17 02:45:24,158 - mmaction - INFO - Epoch [17][160/3134] lr: 0.01000, eta: 1 day, 19:09:24, time: 0.586, data_time: 0.005, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5594, loss_cls: 3.2244, loss: 3.2244 2020-06-17 02:45:35,825 - mmaction - INFO - Epoch [17][180/3134] lr: 0.01000, eta: 1 day, 19:09:11, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3719, top5_acc: 0.5938, loss_cls: 2.9424, loss: 2.9424 2020-06-17 02:45:47,671 - mmaction - INFO - Epoch [17][200/3134] lr: 0.01000, eta: 1 day, 19:08:59, time: 0.590, data_time: 0.004, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5219, loss_cls: 3.3708, loss: 3.3708 2020-06-17 02:45:59,351 - mmaction - INFO - Epoch [17][220/3134] lr: 0.01000, eta: 1 day, 19:08:47, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5375, loss_cls: 3.4290, loss: 3.4290 2020-06-17 02:46:10,930 - mmaction - INFO - Epoch [17][240/3134] lr: 0.01000, eta: 1 day, 19:08:34, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5625, loss_cls: 3.2443, loss: 3.2443 2020-06-17 02:46:22,681 - mmaction - INFO - Epoch [17][260/3134] lr: 0.01000, eta: 1 day, 19:08:22, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6094, loss_cls: 2.9412, loss: 2.9412 2020-06-17 02:46:34,426 - mmaction - INFO - Epoch [17][280/3134] lr: 0.01000, eta: 1 day, 19:08:10, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5500, loss_cls: 3.3075, loss: 3.3075 2020-06-17 02:46:46,077 - mmaction - INFO - Epoch [17][300/3134] lr: 0.01000, eta: 1 day, 19:07:57, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5656, loss_cls: 3.1839, loss: 3.1839 2020-06-17 02:46:57,793 - mmaction - INFO - Epoch [17][320/3134] lr: 0.01000, eta: 1 day, 19:07:44, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5625, loss_cls: 3.1302, loss: 3.1302 2020-06-17 02:47:09,437 - mmaction - INFO - Epoch [17][340/3134] lr: 0.01000, eta: 1 day, 19:07:32, time: 0.585, data_time: 0.005, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5938, loss_cls: 3.1327, loss: 3.1327 2020-06-17 02:47:21,045 - mmaction - INFO - Epoch [17][360/3134] lr: 0.01000, eta: 1 day, 19:07:19, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5938, loss_cls: 3.0564, loss: 3.0564 2020-06-17 02:47:32,694 - mmaction - INFO - Epoch [17][380/3134] lr: 0.01000, eta: 1 day, 19:07:07, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5750, loss_cls: 3.1975, loss: 3.1975 2020-06-17 02:47:44,387 - mmaction - INFO - Epoch [17][400/3134] lr: 0.01000, eta: 1 day, 19:06:54, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5625, loss_cls: 3.2433, loss: 3.2433 2020-06-17 02:47:56,123 - mmaction - INFO - Epoch [17][420/3134] lr: 0.01000, eta: 1 day, 19:06:42, time: 0.585, data_time: 0.000, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5875, loss_cls: 3.1624, loss: 3.1624 2020-06-17 02:48:07,787 - mmaction - INFO - Epoch [17][440/3134] lr: 0.01000, eta: 1 day, 19:06:29, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5469, loss_cls: 3.3315, loss: 3.3315 2020-06-17 02:48:19,338 - mmaction - INFO - Epoch [17][460/3134] lr: 0.01000, eta: 1 day, 19:06:16, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.3594, top5_acc: 0.5625, loss_cls: 3.0483, loss: 3.0483 2020-06-17 02:48:31,115 - mmaction - INFO - Epoch [17][480/3134] lr: 0.01000, eta: 1 day, 19:06:04, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5938, loss_cls: 3.0224, loss: 3.0224 2020-06-17 02:48:42,844 - mmaction - INFO - Epoch [17][500/3134] lr: 0.01000, eta: 1 day, 19:05:52, time: 0.589, data_time: 0.004, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5875, loss_cls: 3.0884, loss: 3.0884 2020-06-17 02:48:54,484 - mmaction - INFO - Epoch [17][520/3134] lr: 0.01000, eta: 1 day, 19:05:39, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5750, loss_cls: 3.1782, loss: 3.1782 2020-06-17 02:49:06,280 - mmaction - INFO - Epoch [17][540/3134] lr: 0.01000, eta: 1 day, 19:05:27, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5875, loss_cls: 3.1640, loss: 3.1640 2020-06-17 02:49:17,964 - mmaction - INFO - Epoch [17][560/3134] lr: 0.01000, eta: 1 day, 19:05:15, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5312, loss_cls: 3.2724, loss: 3.2724 2020-06-17 02:49:29,587 - mmaction - INFO - Epoch [17][580/3134] lr: 0.01000, eta: 1 day, 19:05:02, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5563, loss_cls: 3.2710, loss: 3.2710 2020-06-17 02:49:41,372 - mmaction - INFO - Epoch [17][600/3134] lr: 0.01000, eta: 1 day, 19:04:50, time: 0.589, data_time: 0.003, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5188, loss_cls: 3.3978, loss: 3.3978 2020-06-17 02:49:53,004 - mmaction - INFO - Epoch [17][620/3134] lr: 0.01000, eta: 1 day, 19:04:38, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5188, loss_cls: 3.3857, loss: 3.3857 2020-06-17 02:50:04,723 - mmaction - INFO - Epoch [17][640/3134] lr: 0.01000, eta: 1 day, 19:04:25, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5938, loss_cls: 2.9994, loss: 2.9994 2020-06-17 02:50:16,388 - mmaction - INFO - Epoch [17][660/3134] lr: 0.01000, eta: 1 day, 19:04:13, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5500, loss_cls: 3.2715, loss: 3.2715 2020-06-17 02:50:27,929 - mmaction - INFO - Epoch [17][680/3134] lr: 0.01000, eta: 1 day, 19:04:00, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5563, loss_cls: 3.1975, loss: 3.1975 2020-06-17 02:50:39,705 - mmaction - INFO - Epoch [17][700/3134] lr: 0.01000, eta: 1 day, 19:03:47, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5375, loss_cls: 3.3239, loss: 3.3239 2020-06-17 02:50:51,465 - mmaction - INFO - Epoch [17][720/3134] lr: 0.01000, eta: 1 day, 19:03:35, time: 0.589, data_time: 0.005, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5844, loss_cls: 3.0721, loss: 3.0721 2020-06-17 02:51:03,137 - mmaction - INFO - Epoch [17][740/3134] lr: 0.01000, eta: 1 day, 19:03:23, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5437, loss_cls: 3.2255, loss: 3.2255 2020-06-17 02:51:14,624 - mmaction - INFO - Epoch [17][760/3134] lr: 0.01000, eta: 1 day, 19:03:09, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5469, loss_cls: 3.2005, loss: 3.2005 2020-06-17 02:51:26,382 - mmaction - INFO - Epoch [17][780/3134] lr: 0.01000, eta: 1 day, 19:02:57, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6062, loss_cls: 3.1343, loss: 3.1343 2020-06-17 02:51:38,016 - mmaction - INFO - Epoch [17][800/3134] lr: 0.01000, eta: 1 day, 19:02:45, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5813, loss_cls: 3.1526, loss: 3.1526 2020-06-17 02:51:49,573 - mmaction - INFO - Epoch [17][820/3134] lr: 0.01000, eta: 1 day, 19:02:32, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5625, loss_cls: 3.1822, loss: 3.1822 2020-06-17 02:52:01,290 - mmaction - INFO - Epoch [17][840/3134] lr: 0.01000, eta: 1 day, 19:02:19, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5625, loss_cls: 3.1672, loss: 3.1672 2020-06-17 02:52:12,968 - mmaction - INFO - Epoch [17][860/3134] lr: 0.01000, eta: 1 day, 19:02:07, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5531, loss_cls: 3.2493, loss: 3.2493 2020-06-17 02:52:24,603 - mmaction - INFO - Epoch [17][880/3134] lr: 0.01000, eta: 1 day, 19:01:54, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5906, loss_cls: 3.1920, loss: 3.1920 2020-06-17 02:52:36,287 - mmaction - INFO - Epoch [17][900/3134] lr: 0.01000, eta: 1 day, 19:01:42, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5719, loss_cls: 3.3205, loss: 3.3205 2020-06-17 02:52:47,981 - mmaction - INFO - Epoch [17][920/3134] lr: 0.01000, eta: 1 day, 19:01:29, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5906, loss_cls: 3.1560, loss: 3.1560 2020-06-17 02:52:59,681 - mmaction - INFO - Epoch [17][940/3134] lr: 0.01000, eta: 1 day, 19:01:17, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5844, loss_cls: 3.1462, loss: 3.1462 2020-06-17 02:53:11,308 - mmaction - INFO - Epoch [17][960/3134] lr: 0.01000, eta: 1 day, 19:01:04, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5906, loss_cls: 3.0556, loss: 3.0556 2020-06-17 02:53:22,873 - mmaction - INFO - Epoch [17][980/3134] lr: 0.01000, eta: 1 day, 19:00:51, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5687, loss_cls: 3.1616, loss: 3.1616 2020-06-17 02:53:34,459 - mmaction - INFO - Epoch [17][1000/3134] lr: 0.01000, eta: 1 day, 19:00:38, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5813, loss_cls: 3.1316, loss: 3.1316 2020-06-17 02:53:46,239 - mmaction - INFO - Epoch [17][1020/3134] lr: 0.01000, eta: 1 day, 19:00:26, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5781, loss_cls: 3.2535, loss: 3.2535 2020-06-17 02:53:57,943 - mmaction - INFO - Epoch [17][1040/3134] lr: 0.01000, eta: 1 day, 19:00:14, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5563, loss_cls: 3.2169, loss: 3.2169 2020-06-17 02:54:09,598 - mmaction - INFO - Epoch [17][1060/3134] lr: 0.01000, eta: 1 day, 19:00:01, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5563, loss_cls: 3.1275, loss: 3.1275 2020-06-17 02:54:21,279 - mmaction - INFO - Epoch [17][1080/3134] lr: 0.01000, eta: 1 day, 18:59:49, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5875, loss_cls: 3.0734, loss: 3.0734 2020-06-17 02:54:32,952 - mmaction - INFO - Epoch [17][1100/3134] lr: 0.01000, eta: 1 day, 18:59:36, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3594, top5_acc: 0.5906, loss_cls: 3.0094, loss: 3.0094 2020-06-17 02:54:44,526 - mmaction - INFO - Epoch [17][1120/3134] lr: 0.01000, eta: 1 day, 18:59:23, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5969, loss_cls: 3.0974, loss: 3.0974 2020-06-17 02:54:56,222 - mmaction - INFO - Epoch [17][1140/3134] lr: 0.01000, eta: 1 day, 18:59:11, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5531, loss_cls: 3.2521, loss: 3.2521 2020-06-17 02:55:07,863 - mmaction - INFO - Epoch [17][1160/3134] lr: 0.01000, eta: 1 day, 18:58:58, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5250, loss_cls: 3.3429, loss: 3.3429 2020-06-17 02:55:28,371 - mmaction - INFO - Epoch [17][1180/3134] lr: 0.01000, eta: 1 day, 18:59:31, time: 1.028, data_time: 0.005, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6562, loss_cls: 2.9414, loss: 2.9414 2020-06-17 02:55:40,189 - mmaction - INFO - Epoch [17][1200/3134] lr: 0.01000, eta: 1 day, 18:59:19, time: 0.591, data_time: 0.002, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5406, loss_cls: 3.2128, loss: 3.2128 2020-06-17 02:55:51,892 - mmaction - INFO - Epoch [17][1220/3134] lr: 0.01000, eta: 1 day, 18:59:06, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5469, loss_cls: 3.3456, loss: 3.3456 2020-06-17 02:56:03,488 - mmaction - INFO - Epoch [17][1240/3134] lr: 0.01000, eta: 1 day, 18:58:54, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5469, loss_cls: 3.3511, loss: 3.3511 2020-06-17 02:56:15,148 - mmaction - INFO - Epoch [17][1260/3134] lr: 0.01000, eta: 1 day, 18:58:41, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5938, loss_cls: 3.0616, loss: 3.0616 2020-06-17 02:56:26,809 - mmaction - INFO - Epoch [17][1280/3134] lr: 0.01000, eta: 1 day, 18:58:29, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5687, loss_cls: 3.2608, loss: 3.2608 2020-06-17 02:56:38,479 - mmaction - INFO - Epoch [17][1300/3134] lr: 0.01000, eta: 1 day, 18:58:16, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5938, loss_cls: 3.1308, loss: 3.1308 2020-06-17 02:56:50,182 - mmaction - INFO - Epoch [17][1320/3134] lr: 0.01000, eta: 1 day, 18:58:04, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5969, loss_cls: 3.1053, loss: 3.1053 2020-06-17 02:57:01,902 - mmaction - INFO - Epoch [17][1340/3134] lr: 0.01000, eta: 1 day, 18:57:51, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5594, loss_cls: 3.3233, loss: 3.3233 2020-06-17 02:57:13,581 - mmaction - INFO - Epoch [17][1360/3134] lr: 0.01000, eta: 1 day, 18:57:39, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5750, loss_cls: 3.0529, loss: 3.0529 2020-06-17 02:57:25,264 - mmaction - INFO - Epoch [17][1380/3134] lr: 0.01000, eta: 1 day, 18:57:27, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5563, loss_cls: 3.2883, loss: 3.2883 2020-06-17 02:57:37,018 - mmaction - INFO - Epoch [17][1400/3134] lr: 0.01000, eta: 1 day, 18:57:14, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5938, loss_cls: 3.1465, loss: 3.1465 2020-06-17 02:57:48,713 - mmaction - INFO - Epoch [17][1420/3134] lr: 0.01000, eta: 1 day, 18:57:02, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.6188, loss_cls: 3.0543, loss: 3.0543 2020-06-17 02:58:00,353 - mmaction - INFO - Epoch [17][1440/3134] lr: 0.01000, eta: 1 day, 18:56:49, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5469, loss_cls: 3.2364, loss: 3.2364 2020-06-17 02:58:12,077 - mmaction - INFO - Epoch [17][1460/3134] lr: 0.01000, eta: 1 day, 18:56:37, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5781, loss_cls: 3.1817, loss: 3.1817 2020-06-17 02:58:23,758 - mmaction - INFO - Epoch [17][1480/3134] lr: 0.01000, eta: 1 day, 18:56:25, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6156, loss_cls: 3.0845, loss: 3.0845 2020-06-17 02:58:35,389 - mmaction - INFO - Epoch [17][1500/3134] lr: 0.01000, eta: 1 day, 18:56:12, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6125, loss_cls: 2.9019, loss: 2.9019 2020-06-17 02:58:47,086 - mmaction - INFO - Epoch [17][1520/3134] lr: 0.01000, eta: 1 day, 18:55:59, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3844, top5_acc: 0.6281, loss_cls: 2.9101, loss: 2.9101 2020-06-17 02:58:58,700 - mmaction - INFO - Epoch [17][1540/3134] lr: 0.01000, eta: 1 day, 18:55:47, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5250, loss_cls: 3.3844, loss: 3.3844 2020-06-17 02:59:10,283 - mmaction - INFO - Epoch [17][1560/3134] lr: 0.01000, eta: 1 day, 18:55:34, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5563, loss_cls: 3.1672, loss: 3.1672 2020-06-17 02:59:21,950 - mmaction - INFO - Epoch [17][1580/3134] lr: 0.01000, eta: 1 day, 18:55:21, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5437, loss_cls: 3.3727, loss: 3.3727 2020-06-17 02:59:33,600 - mmaction - INFO - Epoch [17][1600/3134] lr: 0.01000, eta: 1 day, 18:55:08, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.2656, top5_acc: 0.5375, loss_cls: 3.4101, loss: 3.4101 2020-06-17 02:59:45,231 - mmaction - INFO - Epoch [17][1620/3134] lr: 0.01000, eta: 1 day, 18:54:56, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5687, loss_cls: 3.2352, loss: 3.2352 2020-06-17 02:59:56,885 - mmaction - INFO - Epoch [17][1640/3134] lr: 0.01000, eta: 1 day, 18:54:43, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5656, loss_cls: 3.3495, loss: 3.3495 2020-06-17 03:00:10,167 - mmaction - INFO - Epoch [17][1660/3134] lr: 0.01000, eta: 1 day, 18:54:39, time: 0.663, data_time: 0.004, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5500, loss_cls: 3.3263, loss: 3.3263 2020-06-17 03:00:22,311 - mmaction - INFO - Epoch [17][1680/3134] lr: 0.01000, eta: 1 day, 18:54:28, time: 0.603, data_time: 0.010, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5719, loss_cls: 3.0918, loss: 3.0918 2020-06-17 03:00:34,321 - mmaction - INFO - Epoch [17][1700/3134] lr: 0.01000, eta: 1 day, 18:54:18, time: 0.605, data_time: 0.006, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5719, loss_cls: 3.0920, loss: 3.0920 2020-06-17 03:00:46,190 - mmaction - INFO - Epoch [17][1720/3134] lr: 0.01000, eta: 1 day, 18:54:06, time: 0.593, data_time: 0.002, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5813, loss_cls: 3.0692, loss: 3.0692 2020-06-17 03:00:57,920 - mmaction - INFO - Epoch [17][1740/3134] lr: 0.01000, eta: 1 day, 18:53:54, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5469, loss_cls: 3.1409, loss: 3.1409 2020-06-17 03:01:09,488 - mmaction - INFO - Epoch [17][1760/3134] lr: 0.01000, eta: 1 day, 18:53:41, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.2531, top5_acc: 0.5156, loss_cls: 3.5534, loss: 3.5534 2020-06-17 03:01:21,059 - mmaction - INFO - Epoch [17][1780/3134] lr: 0.01000, eta: 1 day, 18:53:28, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5719, loss_cls: 3.1282, loss: 3.1282 2020-06-17 03:01:32,729 - mmaction - INFO - Epoch [17][1800/3134] lr: 0.01000, eta: 1 day, 18:53:16, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5656, loss_cls: 3.2246, loss: 3.2246 2020-06-17 03:01:44,326 - mmaction - INFO - Epoch [17][1820/3134] lr: 0.01000, eta: 1 day, 18:53:03, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6000, loss_cls: 3.0124, loss: 3.0124 2020-06-17 03:01:56,058 - mmaction - INFO - Epoch [17][1840/3134] lr: 0.01000, eta: 1 day, 18:52:51, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5656, loss_cls: 3.0903, loss: 3.0903 2020-06-17 03:02:07,624 - mmaction - INFO - Epoch [17][1860/3134] lr: 0.01000, eta: 1 day, 18:52:38, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5344, loss_cls: 3.3032, loss: 3.3032 2020-06-17 03:02:19,329 - mmaction - INFO - Epoch [17][1880/3134] lr: 0.01000, eta: 1 day, 18:52:25, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5531, loss_cls: 3.2238, loss: 3.2238 2020-06-17 03:02:30,956 - mmaction - INFO - Epoch [17][1900/3134] lr: 0.01000, eta: 1 day, 18:52:13, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5813, loss_cls: 3.1374, loss: 3.1374 2020-06-17 03:02:42,534 - mmaction - INFO - Epoch [17][1920/3134] lr: 0.01000, eta: 1 day, 18:51:59, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5687, loss_cls: 3.1942, loss: 3.1942 2020-06-17 03:02:54,204 - mmaction - INFO - Epoch [17][1940/3134] lr: 0.01000, eta: 1 day, 18:51:47, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5906, loss_cls: 3.0140, loss: 3.0140 2020-06-17 03:03:05,897 - mmaction - INFO - Epoch [17][1960/3134] lr: 0.01000, eta: 1 day, 18:51:35, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5531, loss_cls: 3.1499, loss: 3.1499 2020-06-17 03:03:17,495 - mmaction - INFO - Epoch [17][1980/3134] lr: 0.01000, eta: 1 day, 18:51:22, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5469, loss_cls: 3.3034, loss: 3.3034 2020-06-17 03:03:29,125 - mmaction - INFO - Epoch [17][2000/3134] lr: 0.01000, eta: 1 day, 18:51:09, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5312, loss_cls: 3.2373, loss: 3.2373 2020-06-17 03:03:40,829 - mmaction - INFO - Epoch [17][2020/3134] lr: 0.01000, eta: 1 day, 18:50:57, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5531, loss_cls: 3.1829, loss: 3.1829 2020-06-17 03:03:52,492 - mmaction - INFO - Epoch [17][2040/3134] lr: 0.01000, eta: 1 day, 18:50:44, time: 0.583, data_time: 0.000, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5750, loss_cls: 3.0456, loss: 3.0456 2020-06-17 03:04:04,193 - mmaction - INFO - Epoch [17][2060/3134] lr: 0.01000, eta: 1 day, 18:50:32, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6188, loss_cls: 3.0010, loss: 3.0010 2020-06-17 03:04:15,874 - mmaction - INFO - Epoch [17][2080/3134] lr: 0.01000, eta: 1 day, 18:50:19, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5813, loss_cls: 3.2256, loss: 3.2256 2020-06-17 03:04:27,545 - mmaction - INFO - Epoch [17][2100/3134] lr: 0.01000, eta: 1 day, 18:50:07, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5844, loss_cls: 3.1697, loss: 3.1697 2020-06-17 03:04:39,199 - mmaction - INFO - Epoch [17][2120/3134] lr: 0.01000, eta: 1 day, 18:49:54, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5875, loss_cls: 3.2245, loss: 3.2245 2020-06-17 03:04:50,942 - mmaction - INFO - Epoch [17][2140/3134] lr: 0.01000, eta: 1 day, 18:49:42, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5594, loss_cls: 3.2491, loss: 3.2491 2020-06-17 03:05:02,535 - mmaction - INFO - Epoch [17][2160/3134] lr: 0.01000, eta: 1 day, 18:49:29, time: 0.583, data_time: 0.005, memory: 8339, top1_acc: 0.2687, top5_acc: 0.5687, loss_cls: 3.3075, loss: 3.3075 2020-06-17 03:05:14,201 - mmaction - INFO - Epoch [17][2180/3134] lr: 0.01000, eta: 1 day, 18:49:17, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6219, loss_cls: 3.0272, loss: 3.0272 2020-06-17 03:05:25,904 - mmaction - INFO - Epoch [17][2200/3134] lr: 0.01000, eta: 1 day, 18:49:04, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5906, loss_cls: 3.1631, loss: 3.1631 2020-06-17 03:05:37,624 - mmaction - INFO - Epoch [17][2220/3134] lr: 0.01000, eta: 1 day, 18:48:52, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.2562, top5_acc: 0.5156, loss_cls: 3.4999, loss: 3.4999 2020-06-17 03:05:49,291 - mmaction - INFO - Epoch [17][2240/3134] lr: 0.01000, eta: 1 day, 18:48:40, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5625, loss_cls: 3.2224, loss: 3.2224 2020-06-17 03:06:00,812 - mmaction - INFO - Epoch [17][2260/3134] lr: 0.01000, eta: 1 day, 18:48:26, time: 0.576, data_time: 0.000, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5719, loss_cls: 3.0846, loss: 3.0846 2020-06-17 03:06:12,444 - mmaction - INFO - Epoch [17][2280/3134] lr: 0.01000, eta: 1 day, 18:48:14, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5594, loss_cls: 3.3037, loss: 3.3037 2020-06-17 03:06:24,156 - mmaction - INFO - Epoch [17][2300/3134] lr: 0.01000, eta: 1 day, 18:48:01, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5906, loss_cls: 3.1142, loss: 3.1142 2020-06-17 03:06:35,778 - mmaction - INFO - Epoch [17][2320/3134] lr: 0.01000, eta: 1 day, 18:47:49, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5125, loss_cls: 3.4148, loss: 3.4148 2020-06-17 03:06:47,451 - mmaction - INFO - Epoch [17][2340/3134] lr: 0.01000, eta: 1 day, 18:47:36, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5156, loss_cls: 3.3278, loss: 3.3278 2020-06-17 03:06:59,065 - mmaction - INFO - Epoch [17][2360/3134] lr: 0.01000, eta: 1 day, 18:47:23, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5375, loss_cls: 3.1707, loss: 3.1707 2020-06-17 03:07:10,592 - mmaction - INFO - Epoch [17][2380/3134] lr: 0.01000, eta: 1 day, 18:47:10, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5844, loss_cls: 3.1492, loss: 3.1492 2020-06-17 03:07:22,193 - mmaction - INFO - Epoch [17][2400/3134] lr: 0.01000, eta: 1 day, 18:46:57, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5563, loss_cls: 3.2058, loss: 3.2058 2020-06-17 03:07:33,799 - mmaction - INFO - Epoch [17][2420/3134] lr: 0.01000, eta: 1 day, 18:46:44, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5563, loss_cls: 3.2371, loss: 3.2371 2020-06-17 03:07:45,482 - mmaction - INFO - Epoch [17][2440/3134] lr: 0.01000, eta: 1 day, 18:46:32, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5406, loss_cls: 3.1631, loss: 3.1631 2020-06-17 03:07:57,265 - mmaction - INFO - Epoch [17][2460/3134] lr: 0.01000, eta: 1 day, 18:46:20, time: 0.589, data_time: 0.002, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5781, loss_cls: 3.0872, loss: 3.0872 2020-06-17 03:08:08,900 - mmaction - INFO - Epoch [17][2480/3134] lr: 0.01000, eta: 1 day, 18:46:07, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5500, loss_cls: 3.2786, loss: 3.2786 2020-06-17 03:08:20,582 - mmaction - INFO - Epoch [17][2500/3134] lr: 0.01000, eta: 1 day, 18:45:55, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5844, loss_cls: 3.0728, loss: 3.0728 2020-06-17 03:08:32,300 - mmaction - INFO - Epoch [17][2520/3134] lr: 0.01000, eta: 1 day, 18:45:43, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5500, loss_cls: 3.2469, loss: 3.2469 2020-06-17 03:08:43,937 - mmaction - INFO - Epoch [17][2540/3134] lr: 0.01000, eta: 1 day, 18:45:30, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5781, loss_cls: 3.0760, loss: 3.0760 2020-06-17 03:08:55,553 - mmaction - INFO - Epoch [17][2560/3134] lr: 0.01000, eta: 1 day, 18:45:17, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5250, loss_cls: 3.1686, loss: 3.1686 2020-06-17 03:09:07,285 - mmaction - INFO - Epoch [17][2580/3134] lr: 0.01000, eta: 1 day, 18:45:05, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6031, loss_cls: 3.0851, loss: 3.0851 2020-06-17 03:09:18,867 - mmaction - INFO - Epoch [17][2600/3134] lr: 0.01000, eta: 1 day, 18:44:52, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5750, loss_cls: 3.2692, loss: 3.2692 2020-06-17 03:09:30,563 - mmaction - INFO - Epoch [17][2620/3134] lr: 0.01000, eta: 1 day, 18:44:40, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5750, loss_cls: 3.0941, loss: 3.0941 2020-06-17 03:09:42,198 - mmaction - INFO - Epoch [17][2640/3134] lr: 0.01000, eta: 1 day, 18:44:27, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5656, loss_cls: 3.3259, loss: 3.3259 2020-06-17 03:09:53,782 - mmaction - INFO - Epoch [17][2660/3134] lr: 0.01000, eta: 1 day, 18:44:14, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5938, loss_cls: 3.1119, loss: 3.1119 2020-06-17 03:10:05,509 - mmaction - INFO - Epoch [17][2680/3134] lr: 0.01000, eta: 1 day, 18:44:02, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5344, loss_cls: 3.2972, loss: 3.2972 2020-06-17 03:10:17,223 - mmaction - INFO - Epoch [17][2700/3134] lr: 0.01000, eta: 1 day, 18:43:50, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5062, loss_cls: 3.3428, loss: 3.3428 2020-06-17 03:10:28,794 - mmaction - INFO - Epoch [17][2720/3134] lr: 0.01000, eta: 1 day, 18:43:37, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5875, loss_cls: 3.1582, loss: 3.1582 2020-06-17 03:10:40,455 - mmaction - INFO - Epoch [17][2740/3134] lr: 0.01000, eta: 1 day, 18:43:24, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3312, top5_acc: 0.6000, loss_cls: 3.0226, loss: 3.0226 2020-06-17 03:10:52,192 - mmaction - INFO - Epoch [17][2760/3134] lr: 0.01000, eta: 1 day, 18:43:12, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5656, loss_cls: 3.1030, loss: 3.1030 2020-06-17 03:11:03,829 - mmaction - INFO - Epoch [17][2780/3134] lr: 0.01000, eta: 1 day, 18:42:59, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5656, loss_cls: 3.0571, loss: 3.0571 2020-06-17 03:11:15,457 - mmaction - INFO - Epoch [17][2800/3134] lr: 0.01000, eta: 1 day, 18:42:47, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5344, loss_cls: 3.2186, loss: 3.2186 2020-06-17 03:11:27,065 - mmaction - INFO - Epoch [17][2820/3134] lr: 0.01000, eta: 1 day, 18:42:34, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6094, loss_cls: 2.9854, loss: 2.9854 2020-06-17 03:11:38,689 - mmaction - INFO - Epoch [17][2840/3134] lr: 0.01000, eta: 1 day, 18:42:21, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5500, loss_cls: 3.3404, loss: 3.3404 2020-06-17 03:11:50,370 - mmaction - INFO - Epoch [17][2860/3134] lr: 0.01000, eta: 1 day, 18:42:08, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5875, loss_cls: 3.2021, loss: 3.2021 2020-06-17 03:12:02,060 - mmaction - INFO - Epoch [17][2880/3134] lr: 0.01000, eta: 1 day, 18:41:56, time: 0.589, data_time: 0.006, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5875, loss_cls: 2.9890, loss: 2.9890 2020-06-17 03:12:13,758 - mmaction - INFO - Epoch [17][2900/3134] lr: 0.01000, eta: 1 day, 18:41:44, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5687, loss_cls: 3.1884, loss: 3.1884 2020-06-17 03:12:25,371 - mmaction - INFO - Epoch [17][2920/3134] lr: 0.01000, eta: 1 day, 18:41:31, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5344, loss_cls: 3.2869, loss: 3.2869 2020-06-17 03:12:37,024 - mmaction - INFO - Epoch [17][2940/3134] lr: 0.01000, eta: 1 day, 18:41:19, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5969, loss_cls: 3.1572, loss: 3.1572 2020-06-17 03:12:48,678 - mmaction - INFO - Epoch [17][2960/3134] lr: 0.01000, eta: 1 day, 18:41:06, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.2656, top5_acc: 0.5281, loss_cls: 3.2365, loss: 3.2365 2020-06-17 03:13:00,313 - mmaction - INFO - Epoch [17][2980/3134] lr: 0.01000, eta: 1 day, 18:40:53, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5594, loss_cls: 3.2621, loss: 3.2621 2020-06-17 03:13:12,124 - mmaction - INFO - Epoch [17][3000/3134] lr: 0.01000, eta: 1 day, 18:40:42, time: 0.589, data_time: 0.005, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5500, loss_cls: 3.3813, loss: 3.3813 2020-06-17 03:13:23,810 - mmaction - INFO - Epoch [17][3020/3134] lr: 0.01000, eta: 1 day, 18:40:29, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5656, loss_cls: 3.1673, loss: 3.1673 2020-06-17 03:13:35,442 - mmaction - INFO - Epoch [17][3040/3134] lr: 0.01000, eta: 1 day, 18:40:17, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6031, loss_cls: 3.0091, loss: 3.0091 2020-06-17 03:13:47,070 - mmaction - INFO - Epoch [17][3060/3134] lr: 0.01000, eta: 1 day, 18:40:04, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6000, loss_cls: 3.1247, loss: 3.1247 2020-06-17 03:13:58,800 - mmaction - INFO - Epoch [17][3080/3134] lr: 0.01000, eta: 1 day, 18:39:52, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5875, loss_cls: 3.0336, loss: 3.0336 2020-06-17 03:14:10,620 - mmaction - INFO - Epoch [17][3100/3134] lr: 0.01000, eta: 1 day, 18:39:40, time: 0.591, data_time: 0.002, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5500, loss_cls: 3.3647, loss: 3.3647 2020-06-17 03:14:22,271 - mmaction - INFO - Epoch [17][3120/3134] lr: 0.01000, eta: 1 day, 18:39:27, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3063, top5_acc: 0.6000, loss_cls: 3.1481, loss: 3.1481 2020-06-17 03:15:03,401 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-17 03:15:04,655 - mmaction - INFO - top1_acc 0.2291 top5_acc 0.4754 2020-06-17 03:15:04,672 - mmaction - INFO - Epoch [17][3134/3134] lr: 0.01000, top1_acc: 0.2291, top5_acc: 0.4754 2020-06-17 03:15:20,423 - mmaction - INFO - Epoch [18][20/3134] lr: 0.01000, eta: 1 day, 18:38:46, time: 0.787, data_time: 0.208, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6219, loss_cls: 2.9168, loss: 2.9168 2020-06-17 03:15:32,076 - mmaction - INFO - Epoch [18][40/3134] lr: 0.01000, eta: 1 day, 18:38:34, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5563, loss_cls: 3.1577, loss: 3.1577 2020-06-17 03:15:43,835 - mmaction - INFO - Epoch [18][60/3134] lr: 0.01000, eta: 1 day, 18:38:22, time: 0.589, data_time: 0.003, memory: 8339, top1_acc: 0.2719, top5_acc: 0.5344, loss_cls: 3.3223, loss: 3.3223 2020-06-17 03:15:55,468 - mmaction - INFO - Epoch [18][80/3134] lr: 0.01000, eta: 1 day, 18:38:09, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5687, loss_cls: 3.0288, loss: 3.0288 2020-06-17 03:16:07,161 - mmaction - INFO - Epoch [18][100/3134] lr: 0.01000, eta: 1 day, 18:37:57, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6062, loss_cls: 2.9152, loss: 2.9152 2020-06-17 03:16:18,845 - mmaction - INFO - Epoch [18][120/3134] lr: 0.01000, eta: 1 day, 18:37:44, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3281, top5_acc: 0.6062, loss_cls: 3.0162, loss: 3.0162 2020-06-17 03:16:30,500 - mmaction - INFO - Epoch [18][140/3134] lr: 0.01000, eta: 1 day, 18:37:32, time: 0.582, data_time: 0.000, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5531, loss_cls: 3.2105, loss: 3.2105 2020-06-17 03:16:42,194 - mmaction - INFO - Epoch [18][160/3134] lr: 0.01000, eta: 1 day, 18:37:19, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5219, loss_cls: 3.2777, loss: 3.2777 2020-06-17 03:16:53,987 - mmaction - INFO - Epoch [18][180/3134] lr: 0.01000, eta: 1 day, 18:37:07, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3031, top5_acc: 0.6000, loss_cls: 2.9918, loss: 2.9918 2020-06-17 03:17:05,560 - mmaction - INFO - Epoch [18][200/3134] lr: 0.01000, eta: 1 day, 18:36:55, time: 0.582, data_time: 0.005, memory: 8339, top1_acc: 0.3594, top5_acc: 0.5875, loss_cls: 3.0646, loss: 3.0646 2020-06-17 03:17:17,125 - mmaction - INFO - Epoch [18][220/3134] lr: 0.01000, eta: 1 day, 18:36:42, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5969, loss_cls: 2.9353, loss: 2.9353 2020-06-17 03:17:28,811 - mmaction - INFO - Epoch [18][240/3134] lr: 0.01000, eta: 1 day, 18:36:29, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6312, loss_cls: 2.9377, loss: 2.9377 2020-06-17 03:17:40,518 - mmaction - INFO - Epoch [18][260/3134] lr: 0.01000, eta: 1 day, 18:36:17, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6094, loss_cls: 3.0369, loss: 3.0369 2020-06-17 03:17:52,128 - mmaction - INFO - Epoch [18][280/3134] lr: 0.01000, eta: 1 day, 18:36:04, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5406, loss_cls: 3.2457, loss: 3.2457 2020-06-17 03:18:03,900 - mmaction - INFO - Epoch [18][300/3134] lr: 0.01000, eta: 1 day, 18:35:52, time: 0.588, data_time: 0.001, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5531, loss_cls: 3.2767, loss: 3.2767 2020-06-17 03:18:15,618 - mmaction - INFO - Epoch [18][320/3134] lr: 0.01000, eta: 1 day, 18:35:40, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5719, loss_cls: 3.0916, loss: 3.0916 2020-06-17 03:18:27,295 - mmaction - INFO - Epoch [18][340/3134] lr: 0.01000, eta: 1 day, 18:35:28, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3625, top5_acc: 0.5906, loss_cls: 3.0044, loss: 3.0044 2020-06-17 03:18:38,871 - mmaction - INFO - Epoch [18][360/3134] lr: 0.01000, eta: 1 day, 18:35:15, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5625, loss_cls: 3.2089, loss: 3.2089 2020-06-17 03:18:50,523 - mmaction - INFO - Epoch [18][380/3134] lr: 0.01000, eta: 1 day, 18:35:02, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5531, loss_cls: 3.2541, loss: 3.2541 2020-06-17 03:19:02,208 - mmaction - INFO - Epoch [18][400/3134] lr: 0.01000, eta: 1 day, 18:34:50, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.4125, top5_acc: 0.6687, loss_cls: 2.7871, loss: 2.7871 2020-06-17 03:19:13,833 - mmaction - INFO - Epoch [18][420/3134] lr: 0.01000, eta: 1 day, 18:34:37, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3312, top5_acc: 0.6000, loss_cls: 3.0357, loss: 3.0357 2020-06-17 03:19:25,441 - mmaction - INFO - Epoch [18][440/3134] lr: 0.01000, eta: 1 day, 18:34:24, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5687, loss_cls: 3.0730, loss: 3.0730 2020-06-17 03:19:37,191 - mmaction - INFO - Epoch [18][460/3134] lr: 0.01000, eta: 1 day, 18:34:12, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.2687, top5_acc: 0.5094, loss_cls: 3.4510, loss: 3.4510 2020-06-17 03:19:48,787 - mmaction - INFO - Epoch [18][480/3134] lr: 0.01000, eta: 1 day, 18:33:59, time: 0.583, data_time: 0.005, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5344, loss_cls: 3.2465, loss: 3.2465 2020-06-17 03:20:00,302 - mmaction - INFO - Epoch [18][500/3134] lr: 0.01000, eta: 1 day, 18:33:46, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5844, loss_cls: 3.1632, loss: 3.1632 2020-06-17 03:20:12,074 - mmaction - INFO - Epoch [18][520/3134] lr: 0.01000, eta: 1 day, 18:33:34, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5844, loss_cls: 3.0523, loss: 3.0523 2020-06-17 03:20:23,700 - mmaction - INFO - Epoch [18][540/3134] lr: 0.01000, eta: 1 day, 18:33:22, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5844, loss_cls: 3.1578, loss: 3.1578 2020-06-17 03:20:35,302 - mmaction - INFO - Epoch [18][560/3134] lr: 0.01000, eta: 1 day, 18:33:09, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5938, loss_cls: 3.1085, loss: 3.1085 2020-06-17 03:20:46,913 - mmaction - INFO - Epoch [18][580/3134] lr: 0.01000, eta: 1 day, 18:32:56, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5469, loss_cls: 3.3438, loss: 3.3438 2020-06-17 03:20:58,664 - mmaction - INFO - Epoch [18][600/3134] lr: 0.01000, eta: 1 day, 18:32:44, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5781, loss_cls: 3.1300, loss: 3.1300 2020-06-17 03:21:10,359 - mmaction - INFO - Epoch [18][620/3134] lr: 0.01000, eta: 1 day, 18:32:32, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.3156, top5_acc: 0.6125, loss_cls: 2.9563, loss: 2.9563 2020-06-17 03:21:22,069 - mmaction - INFO - Epoch [18][640/3134] lr: 0.01000, eta: 1 day, 18:32:19, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5406, loss_cls: 3.2563, loss: 3.2563 2020-06-17 03:21:33,678 - mmaction - INFO - Epoch [18][660/3134] lr: 0.01000, eta: 1 day, 18:32:07, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6062, loss_cls: 3.0064, loss: 3.0064 2020-06-17 03:21:45,300 - mmaction - INFO - Epoch [18][680/3134] lr: 0.01000, eta: 1 day, 18:31:54, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5750, loss_cls: 3.1553, loss: 3.1553 2020-06-17 03:21:56,995 - mmaction - INFO - Epoch [18][700/3134] lr: 0.01000, eta: 1 day, 18:31:42, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5687, loss_cls: 3.0516, loss: 3.0516 2020-06-17 03:22:08,645 - mmaction - INFO - Epoch [18][720/3134] lr: 0.01000, eta: 1 day, 18:31:29, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5625, loss_cls: 3.2126, loss: 3.2126 2020-06-17 03:22:20,411 - mmaction - INFO - Epoch [18][740/3134] lr: 0.01000, eta: 1 day, 18:31:17, time: 0.589, data_time: 0.002, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5938, loss_cls: 3.2578, loss: 3.2578 2020-06-17 03:22:32,028 - mmaction - INFO - Epoch [18][760/3134] lr: 0.01000, eta: 1 day, 18:31:04, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5594, loss_cls: 3.1338, loss: 3.1338 2020-06-17 03:22:43,709 - mmaction - INFO - Epoch [18][780/3134] lr: 0.01000, eta: 1 day, 18:30:52, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5312, loss_cls: 3.1822, loss: 3.1822 2020-06-17 03:22:55,392 - mmaction - INFO - Epoch [18][800/3134] lr: 0.01000, eta: 1 day, 18:30:40, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3094, top5_acc: 0.6000, loss_cls: 3.0879, loss: 3.0879 2020-06-17 03:23:07,003 - mmaction - INFO - Epoch [18][820/3134] lr: 0.01000, eta: 1 day, 18:30:27, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5437, loss_cls: 3.1677, loss: 3.1677 2020-06-17 03:23:18,654 - mmaction - INFO - Epoch [18][840/3134] lr: 0.01000, eta: 1 day, 18:30:14, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5406, loss_cls: 3.2776, loss: 3.2776 2020-06-17 03:23:30,281 - mmaction - INFO - Epoch [18][860/3134] lr: 0.01000, eta: 1 day, 18:30:02, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5906, loss_cls: 3.0968, loss: 3.0968 2020-06-17 03:23:41,949 - mmaction - INFO - Epoch [18][880/3134] lr: 0.01000, eta: 1 day, 18:29:49, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5969, loss_cls: 2.9590, loss: 2.9590 2020-06-17 03:23:53,589 - mmaction - INFO - Epoch [18][900/3134] lr: 0.01000, eta: 1 day, 18:29:37, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5219, loss_cls: 3.3580, loss: 3.3580 2020-06-17 03:24:05,314 - mmaction - INFO - Epoch [18][920/3134] lr: 0.01000, eta: 1 day, 18:29:25, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5781, loss_cls: 3.0352, loss: 3.0352 2020-06-17 03:24:16,936 - mmaction - INFO - Epoch [18][940/3134] lr: 0.01000, eta: 1 day, 18:29:12, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5625, loss_cls: 3.1411, loss: 3.1411 2020-06-17 03:24:28,622 - mmaction - INFO - Epoch [18][960/3134] lr: 0.01000, eta: 1 day, 18:28:59, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6250, loss_cls: 2.8942, loss: 2.8942 2020-06-17 03:24:40,334 - mmaction - INFO - Epoch [18][980/3134] lr: 0.01000, eta: 1 day, 18:28:47, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.6000, loss_cls: 3.1350, loss: 3.1350 2020-06-17 03:24:51,926 - mmaction - INFO - Epoch [18][1000/3134] lr: 0.01000, eta: 1 day, 18:28:35, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5250, loss_cls: 3.2027, loss: 3.2027 2020-06-17 03:25:03,761 - mmaction - INFO - Epoch [18][1020/3134] lr: 0.01000, eta: 1 day, 18:28:23, time: 0.591, data_time: 0.004, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5844, loss_cls: 3.1108, loss: 3.1108 2020-06-17 03:25:15,370 - mmaction - INFO - Epoch [18][1040/3134] lr: 0.01000, eta: 1 day, 18:28:10, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5844, loss_cls: 3.2283, loss: 3.2283 2020-06-17 03:25:26,959 - mmaction - INFO - Epoch [18][1060/3134] lr: 0.01000, eta: 1 day, 18:27:57, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.2625, top5_acc: 0.5500, loss_cls: 3.3973, loss: 3.3973 2020-06-17 03:25:38,624 - mmaction - INFO - Epoch [18][1080/3134] lr: 0.01000, eta: 1 day, 18:27:45, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5750, loss_cls: 3.1245, loss: 3.1245 2020-06-17 03:25:50,392 - mmaction - INFO - Epoch [18][1100/3134] lr: 0.01000, eta: 1 day, 18:27:33, time: 0.589, data_time: 0.003, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5844, loss_cls: 3.0703, loss: 3.0703 2020-06-17 03:26:02,032 - mmaction - INFO - Epoch [18][1120/3134] lr: 0.01000, eta: 1 day, 18:27:20, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6188, loss_cls: 2.9277, loss: 2.9277 2020-06-17 03:26:13,614 - mmaction - INFO - Epoch [18][1140/3134] lr: 0.01000, eta: 1 day, 18:27:08, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6188, loss_cls: 2.9837, loss: 2.9837 2020-06-17 03:26:25,350 - mmaction - INFO - Epoch [18][1160/3134] lr: 0.01000, eta: 1 day, 18:26:55, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5594, loss_cls: 3.1532, loss: 3.1532 2020-06-17 03:26:37,017 - mmaction - INFO - Epoch [18][1180/3134] lr: 0.01000, eta: 1 day, 18:26:43, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5531, loss_cls: 3.2558, loss: 3.2558 2020-06-17 03:26:48,659 - mmaction - INFO - Epoch [18][1200/3134] lr: 0.01000, eta: 1 day, 18:26:30, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5594, loss_cls: 3.3300, loss: 3.3300 2020-06-17 03:27:00,289 - mmaction - INFO - Epoch [18][1220/3134] lr: 0.01000, eta: 1 day, 18:26:18, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5250, loss_cls: 3.2831, loss: 3.2831 2020-06-17 03:27:12,025 - mmaction - INFO - Epoch [18][1240/3134] lr: 0.01000, eta: 1 day, 18:26:06, time: 0.587, data_time: 0.001, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5563, loss_cls: 3.2325, loss: 3.2325 2020-06-17 03:27:23,911 - mmaction - INFO - Epoch [18][1260/3134] lr: 0.01000, eta: 1 day, 18:25:54, time: 0.593, data_time: 0.004, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5750, loss_cls: 3.1168, loss: 3.1168 2020-06-17 03:27:35,631 - mmaction - INFO - Epoch [18][1280/3134] lr: 0.01000, eta: 1 day, 18:25:42, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5656, loss_cls: 3.2084, loss: 3.2084 2020-06-17 03:27:47,451 - mmaction - INFO - Epoch [18][1300/3134] lr: 0.01000, eta: 1 day, 18:25:30, time: 0.591, data_time: 0.002, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5250, loss_cls: 3.2385, loss: 3.2385 2020-06-17 03:27:59,062 - mmaction - INFO - Epoch [18][1320/3134] lr: 0.01000, eta: 1 day, 18:25:17, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3844, top5_acc: 0.6062, loss_cls: 2.9647, loss: 2.9647 2020-06-17 03:28:10,673 - mmaction - INFO - Epoch [18][1340/3134] lr: 0.01000, eta: 1 day, 18:25:05, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5625, loss_cls: 3.1461, loss: 3.1461 2020-06-17 03:28:22,359 - mmaction - INFO - Epoch [18][1360/3134] lr: 0.01000, eta: 1 day, 18:24:52, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5781, loss_cls: 3.2659, loss: 3.2659 2020-06-17 03:28:34,097 - mmaction - INFO - Epoch [18][1380/3134] lr: 0.01000, eta: 1 day, 18:24:40, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5344, loss_cls: 3.2720, loss: 3.2720 2020-06-17 03:28:45,752 - mmaction - INFO - Epoch [18][1400/3134] lr: 0.01000, eta: 1 day, 18:24:28, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5344, loss_cls: 3.4192, loss: 3.4192 2020-06-17 03:28:57,391 - mmaction - INFO - Epoch [18][1420/3134] lr: 0.01000, eta: 1 day, 18:24:15, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.2531, top5_acc: 0.5062, loss_cls: 3.3985, loss: 3.3985 2020-06-17 03:29:09,049 - mmaction - INFO - Epoch [18][1440/3134] lr: 0.01000, eta: 1 day, 18:24:03, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5719, loss_cls: 3.0747, loss: 3.0747 2020-06-17 03:29:20,694 - mmaction - INFO - Epoch [18][1460/3134] lr: 0.01000, eta: 1 day, 18:23:50, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5469, loss_cls: 3.0964, loss: 3.0964 2020-06-17 03:29:32,389 - mmaction - INFO - Epoch [18][1480/3134] lr: 0.01000, eta: 1 day, 18:23:38, time: 0.584, data_time: 0.000, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5625, loss_cls: 3.1532, loss: 3.1532 2020-06-17 03:29:44,124 - mmaction - INFO - Epoch [18][1500/3134] lr: 0.01000, eta: 1 day, 18:23:26, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5281, loss_cls: 3.3986, loss: 3.3986 2020-06-17 03:29:55,773 - mmaction - INFO - Epoch [18][1520/3134] lr: 0.01000, eta: 1 day, 18:23:13, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5625, loss_cls: 3.1390, loss: 3.1390 2020-06-17 03:30:07,395 - mmaction - INFO - Epoch [18][1540/3134] lr: 0.01000, eta: 1 day, 18:23:01, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5437, loss_cls: 3.2588, loss: 3.2588 2020-06-17 03:30:19,122 - mmaction - INFO - Epoch [18][1560/3134] lr: 0.01000, eta: 1 day, 18:22:49, time: 0.588, data_time: 0.002, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5781, loss_cls: 3.1020, loss: 3.1020 2020-06-17 03:30:30,785 - mmaction - INFO - Epoch [18][1580/3134] lr: 0.01000, eta: 1 day, 18:22:36, time: 0.582, data_time: 0.000, memory: 8339, top1_acc: 0.3312, top5_acc: 0.6188, loss_cls: 3.0632, loss: 3.0632 2020-06-17 03:30:42,491 - mmaction - INFO - Epoch [18][1600/3134] lr: 0.01000, eta: 1 day, 18:22:24, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5719, loss_cls: 3.1211, loss: 3.1211 2020-06-17 03:30:54,173 - mmaction - INFO - Epoch [18][1620/3134] lr: 0.01000, eta: 1 day, 18:22:11, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5906, loss_cls: 3.0678, loss: 3.0678 2020-06-17 03:31:05,813 - mmaction - INFO - Epoch [18][1640/3134] lr: 0.01000, eta: 1 day, 18:21:59, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5906, loss_cls: 3.0738, loss: 3.0738 2020-06-17 03:31:17,466 - mmaction - INFO - Epoch [18][1660/3134] lr: 0.01000, eta: 1 day, 18:21:46, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5750, loss_cls: 3.0496, loss: 3.0496 2020-06-17 03:31:29,393 - mmaction - INFO - Epoch [18][1680/3134] lr: 0.01000, eta: 1 day, 18:21:35, time: 0.597, data_time: 0.004, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5563, loss_cls: 3.3265, loss: 3.3265 2020-06-17 03:31:41,063 - mmaction - INFO - Epoch [18][1700/3134] lr: 0.01000, eta: 1 day, 18:21:23, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5500, loss_cls: 3.1832, loss: 3.1832 2020-06-17 03:31:52,674 - mmaction - INFO - Epoch [18][1720/3134] lr: 0.01000, eta: 1 day, 18:21:10, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.2719, top5_acc: 0.5656, loss_cls: 3.3051, loss: 3.3051 2020-06-17 03:32:04,333 - mmaction - INFO - Epoch [18][1740/3134] lr: 0.01000, eta: 1 day, 18:20:58, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5531, loss_cls: 3.3458, loss: 3.3458 2020-06-17 03:32:16,147 - mmaction - INFO - Epoch [18][1760/3134] lr: 0.01000, eta: 1 day, 18:20:46, time: 0.590, data_time: 0.005, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5563, loss_cls: 3.1376, loss: 3.1376 2020-06-17 03:32:27,789 - mmaction - INFO - Epoch [18][1780/3134] lr: 0.01000, eta: 1 day, 18:20:33, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6250, loss_cls: 2.8612, loss: 2.8612 2020-06-17 03:32:39,504 - mmaction - INFO - Epoch [18][1800/3134] lr: 0.01000, eta: 1 day, 18:20:21, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5781, loss_cls: 3.1585, loss: 3.1585 2020-06-17 03:32:51,134 - mmaction - INFO - Epoch [18][1820/3134] lr: 0.01000, eta: 1 day, 18:20:09, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5969, loss_cls: 3.0467, loss: 3.0467 2020-06-17 03:33:02,864 - mmaction - INFO - Epoch [18][1840/3134] lr: 0.01000, eta: 1 day, 18:19:56, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5531, loss_cls: 3.1666, loss: 3.1666 2020-06-17 03:33:14,584 - mmaction - INFO - Epoch [18][1860/3134] lr: 0.01000, eta: 1 day, 18:19:44, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3656, top5_acc: 0.5625, loss_cls: 3.0197, loss: 3.0197 2020-06-17 03:33:26,262 - mmaction - INFO - Epoch [18][1880/3134] lr: 0.01000, eta: 1 day, 18:19:32, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5687, loss_cls: 3.1658, loss: 3.1658 2020-06-17 03:33:37,831 - mmaction - INFO - Epoch [18][1900/3134] lr: 0.01000, eta: 1 day, 18:19:19, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5656, loss_cls: 3.2763, loss: 3.2763 2020-06-17 03:33:49,513 - mmaction - INFO - Epoch [18][1920/3134] lr: 0.01000, eta: 1 day, 18:19:06, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5906, loss_cls: 3.1165, loss: 3.1165 2020-06-17 03:34:01,200 - mmaction - INFO - Epoch [18][1940/3134] lr: 0.01000, eta: 1 day, 18:18:54, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5687, loss_cls: 3.2192, loss: 3.2192 2020-06-17 03:34:12,866 - mmaction - INFO - Epoch [18][1960/3134] lr: 0.01000, eta: 1 day, 18:18:42, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5500, loss_cls: 3.1693, loss: 3.1693 2020-06-17 03:34:24,666 - mmaction - INFO - Epoch [18][1980/3134] lr: 0.01000, eta: 1 day, 18:18:30, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.3656, top5_acc: 0.5781, loss_cls: 2.9494, loss: 2.9494 2020-06-17 03:34:36,400 - mmaction - INFO - Epoch [18][2000/3134] lr: 0.01000, eta: 1 day, 18:18:18, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5719, loss_cls: 3.2145, loss: 3.2145 2020-06-17 03:34:48,069 - mmaction - INFO - Epoch [18][2020/3134] lr: 0.01000, eta: 1 day, 18:18:05, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6656, loss_cls: 2.9010, loss: 2.9010 2020-06-17 03:34:59,707 - mmaction - INFO - Epoch [18][2040/3134] lr: 0.01000, eta: 1 day, 18:17:53, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5594, loss_cls: 3.1572, loss: 3.1572 2020-06-17 03:35:11,443 - mmaction - INFO - Epoch [18][2060/3134] lr: 0.01000, eta: 1 day, 18:17:41, time: 0.586, data_time: 0.000, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5781, loss_cls: 3.1170, loss: 3.1170 2020-06-17 03:35:23,098 - mmaction - INFO - Epoch [18][2080/3134] lr: 0.01000, eta: 1 day, 18:17:28, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5344, loss_cls: 3.1429, loss: 3.1429 2020-06-17 03:35:34,748 - mmaction - INFO - Epoch [18][2100/3134] lr: 0.01000, eta: 1 day, 18:17:16, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5781, loss_cls: 3.0953, loss: 3.0953 2020-06-17 03:35:46,427 - mmaction - INFO - Epoch [18][2120/3134] lr: 0.01000, eta: 1 day, 18:17:03, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5312, loss_cls: 3.2964, loss: 3.2964 2020-06-17 03:35:58,295 - mmaction - INFO - Epoch [18][2140/3134] lr: 0.01000, eta: 1 day, 18:16:52, time: 0.593, data_time: 0.002, memory: 8339, top1_acc: 0.3187, top5_acc: 0.6219, loss_cls: 3.0297, loss: 3.0297 2020-06-17 03:36:09,926 - mmaction - INFO - Epoch [18][2160/3134] lr: 0.01000, eta: 1 day, 18:16:39, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3812, top5_acc: 0.6125, loss_cls: 2.8643, loss: 2.8643 2020-06-17 03:36:21,605 - mmaction - INFO - Epoch [18][2180/3134] lr: 0.01000, eta: 1 day, 18:16:27, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5312, loss_cls: 3.2277, loss: 3.2277 2020-06-17 03:36:33,251 - mmaction - INFO - Epoch [18][2200/3134] lr: 0.01000, eta: 1 day, 18:16:14, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5437, loss_cls: 3.2540, loss: 3.2540 2020-06-17 03:36:44,818 - mmaction - INFO - Epoch [18][2220/3134] lr: 0.01000, eta: 1 day, 18:16:02, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5938, loss_cls: 3.0723, loss: 3.0723 2020-06-17 03:36:56,492 - mmaction - INFO - Epoch [18][2240/3134] lr: 0.01000, eta: 1 day, 18:15:49, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5531, loss_cls: 3.3268, loss: 3.3268 2020-06-17 03:37:08,188 - mmaction - INFO - Epoch [18][2260/3134] lr: 0.01000, eta: 1 day, 18:15:37, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5625, loss_cls: 3.1945, loss: 3.1945 2020-06-17 03:37:19,957 - mmaction - INFO - Epoch [18][2280/3134] lr: 0.01000, eta: 1 day, 18:15:25, time: 0.588, data_time: 0.000, memory: 8339, top1_acc: 0.3844, top5_acc: 0.5938, loss_cls: 3.1342, loss: 3.1342 2020-06-17 03:37:31,687 - mmaction - INFO - Epoch [18][2300/3134] lr: 0.01000, eta: 1 day, 18:15:13, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6000, loss_cls: 2.9834, loss: 2.9834 2020-06-17 03:37:43,316 - mmaction - INFO - Epoch [18][2320/3134] lr: 0.01000, eta: 1 day, 18:15:00, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5594, loss_cls: 3.1676, loss: 3.1676 2020-06-17 03:37:54,984 - mmaction - INFO - Epoch [18][2340/3134] lr: 0.01000, eta: 1 day, 18:14:48, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5656, loss_cls: 3.1510, loss: 3.1510 2020-06-17 03:38:06,651 - mmaction - INFO - Epoch [18][2360/3134] lr: 0.01000, eta: 1 day, 18:14:36, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5437, loss_cls: 3.2867, loss: 3.2867 2020-06-17 03:38:18,320 - mmaction - INFO - Epoch [18][2380/3134] lr: 0.01000, eta: 1 day, 18:14:23, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5594, loss_cls: 3.1750, loss: 3.1750 2020-06-17 03:38:30,118 - mmaction - INFO - Epoch [18][2400/3134] lr: 0.01000, eta: 1 day, 18:14:11, time: 0.589, data_time: 0.001, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5531, loss_cls: 3.3021, loss: 3.3021 2020-06-17 03:38:41,737 - mmaction - INFO - Epoch [18][2420/3134] lr: 0.01000, eta: 1 day, 18:13:59, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5656, loss_cls: 3.2222, loss: 3.2222 2020-06-17 03:38:53,499 - mmaction - INFO - Epoch [18][2440/3134] lr: 0.01000, eta: 1 day, 18:13:47, time: 0.589, data_time: 0.002, memory: 8339, top1_acc: 0.3688, top5_acc: 0.5875, loss_cls: 3.0031, loss: 3.0031 2020-06-17 03:39:05,107 - mmaction - INFO - Epoch [18][2460/3134] lr: 0.01000, eta: 1 day, 18:13:34, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.3281, top5_acc: 0.6125, loss_cls: 3.0841, loss: 3.0841 2020-06-17 03:39:16,802 - mmaction - INFO - Epoch [18][2480/3134] lr: 0.01000, eta: 1 day, 18:13:22, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5563, loss_cls: 3.2393, loss: 3.2393 2020-06-17 03:39:28,451 - mmaction - INFO - Epoch [18][2500/3134] lr: 0.01000, eta: 1 day, 18:13:09, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5437, loss_cls: 3.3437, loss: 3.3437 2020-06-17 03:39:40,047 - mmaction - INFO - Epoch [18][2520/3134] lr: 0.01000, eta: 1 day, 18:12:57, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5719, loss_cls: 3.1387, loss: 3.1387 2020-06-17 03:39:51,718 - mmaction - INFO - Epoch [18][2540/3134] lr: 0.01000, eta: 1 day, 18:12:44, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5437, loss_cls: 3.3021, loss: 3.3021 2020-06-17 03:40:03,350 - mmaction - INFO - Epoch [18][2560/3134] lr: 0.01000, eta: 1 day, 18:12:32, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5625, loss_cls: 3.2279, loss: 3.2279 2020-06-17 03:40:14,957 - mmaction - INFO - Epoch [18][2580/3134] lr: 0.01000, eta: 1 day, 18:12:19, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5969, loss_cls: 3.0470, loss: 3.0470 2020-06-17 03:40:26,635 - mmaction - INFO - Epoch [18][2600/3134] lr: 0.01000, eta: 1 day, 18:12:06, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5437, loss_cls: 3.2975, loss: 3.2975 2020-06-17 03:40:38,330 - mmaction - INFO - Epoch [18][2620/3134] lr: 0.01000, eta: 1 day, 18:11:54, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5875, loss_cls: 3.2490, loss: 3.2490 2020-06-17 03:40:49,942 - mmaction - INFO - Epoch [18][2640/3134] lr: 0.01000, eta: 1 day, 18:11:42, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6125, loss_cls: 2.9245, loss: 2.9245 2020-06-17 03:41:01,600 - mmaction - INFO - Epoch [18][2660/3134] lr: 0.01000, eta: 1 day, 18:11:29, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5344, loss_cls: 3.3538, loss: 3.3538 2020-06-17 03:41:13,178 - mmaction - INFO - Epoch [18][2680/3134] lr: 0.01000, eta: 1 day, 18:11:16, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5188, loss_cls: 3.3214, loss: 3.3214 2020-06-17 03:41:24,786 - mmaction - INFO - Epoch [18][2700/3134] lr: 0.01000, eta: 1 day, 18:11:04, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6000, loss_cls: 2.9683, loss: 2.9683 2020-06-17 03:41:36,516 - mmaction - INFO - Epoch [18][2720/3134] lr: 0.01000, eta: 1 day, 18:10:51, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5719, loss_cls: 3.0307, loss: 3.0307 2020-06-17 03:41:48,167 - mmaction - INFO - Epoch [18][2740/3134] lr: 0.01000, eta: 1 day, 18:10:39, time: 0.586, data_time: 0.005, memory: 8339, top1_acc: 0.3219, top5_acc: 0.6219, loss_cls: 2.9624, loss: 2.9624 2020-06-17 03:41:59,846 - mmaction - INFO - Epoch [18][2760/3134] lr: 0.01000, eta: 1 day, 18:10:27, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5344, loss_cls: 3.2948, loss: 3.2948 2020-06-17 03:42:11,553 - mmaction - INFO - Epoch [18][2780/3134] lr: 0.01000, eta: 1 day, 18:10:14, time: 0.583, data_time: 0.005, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5906, loss_cls: 3.2231, loss: 3.2231 2020-06-17 03:42:23,343 - mmaction - INFO - Epoch [18][2800/3134] lr: 0.01000, eta: 1 day, 18:10:03, time: 0.593, data_time: 0.004, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5531, loss_cls: 3.1805, loss: 3.1805 2020-06-17 03:42:34,974 - mmaction - INFO - Epoch [18][2820/3134] lr: 0.01000, eta: 1 day, 18:09:50, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6281, loss_cls: 2.9558, loss: 2.9558 2020-06-17 03:42:46,620 - mmaction - INFO - Epoch [18][2840/3134] lr: 0.01000, eta: 1 day, 18:09:37, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5687, loss_cls: 3.2764, loss: 3.2764 2020-06-17 03:42:58,267 - mmaction - INFO - Epoch [18][2860/3134] lr: 0.01000, eta: 1 day, 18:09:25, time: 0.586, data_time: 0.005, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5344, loss_cls: 3.2549, loss: 3.2549 2020-06-17 03:43:09,815 - mmaction - INFO - Epoch [18][2880/3134] lr: 0.01000, eta: 1 day, 18:09:12, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5813, loss_cls: 3.1504, loss: 3.1504 2020-06-17 03:43:21,559 - mmaction - INFO - Epoch [18][2900/3134] lr: 0.01000, eta: 1 day, 18:09:00, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5563, loss_cls: 3.1929, loss: 3.1929 2020-06-17 03:43:33,235 - mmaction - INFO - Epoch [18][2920/3134] lr: 0.01000, eta: 1 day, 18:08:47, time: 0.583, data_time: 0.005, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5781, loss_cls: 3.2044, loss: 3.2044 2020-06-17 03:43:44,904 - mmaction - INFO - Epoch [18][2940/3134] lr: 0.01000, eta: 1 day, 18:08:35, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5625, loss_cls: 3.1287, loss: 3.1287 2020-06-17 03:43:56,658 - mmaction - INFO - Epoch [18][2960/3134] lr: 0.01000, eta: 1 day, 18:08:23, time: 0.588, data_time: 0.001, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5781, loss_cls: 3.2634, loss: 3.2634 2020-06-17 03:44:08,453 - mmaction - INFO - Epoch [18][2980/3134] lr: 0.01000, eta: 1 day, 18:08:11, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5750, loss_cls: 3.0782, loss: 3.0782 2020-06-17 03:44:20,162 - mmaction - INFO - Epoch [18][3000/3134] lr: 0.01000, eta: 1 day, 18:07:59, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5813, loss_cls: 3.2245, loss: 3.2245 2020-06-17 03:44:31,744 - mmaction - INFO - Epoch [18][3020/3134] lr: 0.01000, eta: 1 day, 18:07:46, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5875, loss_cls: 3.2031, loss: 3.2031 2020-06-17 03:44:43,473 - mmaction - INFO - Epoch [18][3040/3134] lr: 0.01000, eta: 1 day, 18:07:34, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5781, loss_cls: 3.1741, loss: 3.1741 2020-06-17 03:44:55,064 - mmaction - INFO - Epoch [18][3060/3134] lr: 0.01000, eta: 1 day, 18:07:22, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5844, loss_cls: 3.0433, loss: 3.0433 2020-06-17 03:45:06,688 - mmaction - INFO - Epoch [18][3080/3134] lr: 0.01000, eta: 1 day, 18:07:09, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3594, top5_acc: 0.5938, loss_cls: 3.0455, loss: 3.0455 2020-06-17 03:45:18,271 - mmaction - INFO - Epoch [18][3100/3134] lr: 0.01000, eta: 1 day, 18:06:56, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5656, loss_cls: 3.1794, loss: 3.1794 2020-06-17 03:45:29,913 - mmaction - INFO - Epoch [18][3120/3134] lr: 0.01000, eta: 1 day, 18:06:44, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3156, top5_acc: 0.6219, loss_cls: 3.0412, loss: 3.0412 2020-06-17 03:46:05,631 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-17 03:46:06,905 - mmaction - INFO - top1_acc 0.2303 top5_acc 0.4737 2020-06-17 03:46:06,922 - mmaction - INFO - Epoch [18][3134/3134] lr: 0.01000, top1_acc: 0.2303, top5_acc: 0.4737 2020-06-17 03:46:22,334 - mmaction - INFO - Epoch [19][20/3134] lr: 0.01000, eta: 1 day, 18:06:02, time: 0.769, data_time: 0.192, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5437, loss_cls: 3.3619, loss: 3.3619 2020-06-17 03:46:34,099 - mmaction - INFO - Epoch [19][40/3134] lr: 0.01000, eta: 1 day, 18:05:50, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5750, loss_cls: 3.1320, loss: 3.1320 2020-06-17 03:46:45,772 - mmaction - INFO - Epoch [19][60/3134] lr: 0.01000, eta: 1 day, 18:05:38, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6250, loss_cls: 3.0615, loss: 3.0615 2020-06-17 03:46:57,391 - mmaction - INFO - Epoch [19][80/3134] lr: 0.01000, eta: 1 day, 18:05:25, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6188, loss_cls: 2.9818, loss: 2.9818 2020-06-17 03:47:09,045 - mmaction - INFO - Epoch [19][100/3134] lr: 0.01000, eta: 1 day, 18:05:13, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5656, loss_cls: 3.1544, loss: 3.1544 2020-06-17 03:47:20,725 - mmaction - INFO - Epoch [19][120/3134] lr: 0.01000, eta: 1 day, 18:05:01, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5500, loss_cls: 3.1431, loss: 3.1431 2020-06-17 03:47:32,327 - mmaction - INFO - Epoch [19][140/3134] lr: 0.01000, eta: 1 day, 18:04:48, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5875, loss_cls: 3.1526, loss: 3.1526 2020-06-17 03:47:43,911 - mmaction - INFO - Epoch [19][160/3134] lr: 0.01000, eta: 1 day, 18:04:35, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5469, loss_cls: 3.2968, loss: 3.2968 2020-06-17 03:47:55,557 - mmaction - INFO - Epoch [19][180/3134] lr: 0.01000, eta: 1 day, 18:04:23, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5969, loss_cls: 2.9095, loss: 2.9095 2020-06-17 03:48:07,206 - mmaction - INFO - Epoch [19][200/3134] lr: 0.01000, eta: 1 day, 18:04:10, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6031, loss_cls: 3.1333, loss: 3.1333 2020-06-17 03:48:18,911 - mmaction - INFO - Epoch [19][220/3134] lr: 0.01000, eta: 1 day, 18:03:58, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5813, loss_cls: 3.2392, loss: 3.2392 2020-06-17 03:48:30,543 - mmaction - INFO - Epoch [19][240/3134] lr: 0.01000, eta: 1 day, 18:03:45, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5844, loss_cls: 3.0902, loss: 3.0902 2020-06-17 03:48:42,243 - mmaction - INFO - Epoch [19][260/3134] lr: 0.01000, eta: 1 day, 18:03:33, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6406, loss_cls: 2.7937, loss: 2.7937 2020-06-17 03:48:53,970 - mmaction - INFO - Epoch [19][280/3134] lr: 0.01000, eta: 1 day, 18:03:21, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6000, loss_cls: 3.1526, loss: 3.1526 2020-06-17 03:49:05,804 - mmaction - INFO - Epoch [19][300/3134] lr: 0.01000, eta: 1 day, 18:03:09, time: 0.592, data_time: 0.003, memory: 8339, top1_acc: 0.2656, top5_acc: 0.5125, loss_cls: 3.4194, loss: 3.4194 2020-06-17 03:49:17,503 - mmaction - INFO - Epoch [19][320/3134] lr: 0.01000, eta: 1 day, 18:02:57, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5469, loss_cls: 3.1758, loss: 3.1758 2020-06-17 03:49:29,248 - mmaction - INFO - Epoch [19][340/3134] lr: 0.01000, eta: 1 day, 18:02:45, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6031, loss_cls: 3.0787, loss: 3.0787 2020-06-17 03:49:40,906 - mmaction - INFO - Epoch [19][360/3134] lr: 0.01000, eta: 1 day, 18:02:33, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3281, top5_acc: 0.6094, loss_cls: 3.1173, loss: 3.1173 2020-06-17 03:49:52,522 - mmaction - INFO - Epoch [19][380/3134] lr: 0.01000, eta: 1 day, 18:02:20, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6062, loss_cls: 3.0096, loss: 3.0096 2020-06-17 03:50:04,292 - mmaction - INFO - Epoch [19][400/3134] lr: 0.01000, eta: 1 day, 18:02:08, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5687, loss_cls: 3.1501, loss: 3.1501 2020-06-17 03:50:15,857 - mmaction - INFO - Epoch [19][420/3134] lr: 0.01000, eta: 1 day, 18:01:55, time: 0.583, data_time: 0.006, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5656, loss_cls: 3.1728, loss: 3.1728 2020-06-17 03:50:27,448 - mmaction - INFO - Epoch [19][440/3134] lr: 0.01000, eta: 1 day, 18:01:43, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5750, loss_cls: 3.1283, loss: 3.1283 2020-06-17 03:50:39,138 - mmaction - INFO - Epoch [19][460/3134] lr: 0.01000, eta: 1 day, 18:01:30, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3250, top5_acc: 0.6000, loss_cls: 3.1338, loss: 3.1338 2020-06-17 03:50:50,785 - mmaction - INFO - Epoch [19][480/3134] lr: 0.01000, eta: 1 day, 18:01:18, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5781, loss_cls: 3.0551, loss: 3.0551 2020-06-17 03:51:02,457 - mmaction - INFO - Epoch [19][500/3134] lr: 0.01000, eta: 1 day, 18:01:06, time: 0.583, data_time: 0.000, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5687, loss_cls: 3.1175, loss: 3.1175 2020-06-17 03:51:14,234 - mmaction - INFO - Epoch [19][520/3134] lr: 0.01000, eta: 1 day, 18:00:54, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6250, loss_cls: 2.8511, loss: 2.8511 2020-06-17 03:51:25,941 - mmaction - INFO - Epoch [19][540/3134] lr: 0.01000, eta: 1 day, 18:00:42, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5938, loss_cls: 3.1136, loss: 3.1136 2020-06-17 03:51:37,474 - mmaction - INFO - Epoch [19][560/3134] lr: 0.01000, eta: 1 day, 18:00:29, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5906, loss_cls: 3.0564, loss: 3.0564 2020-06-17 03:51:49,097 - mmaction - INFO - Epoch [19][580/3134] lr: 0.01000, eta: 1 day, 18:00:16, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5344, loss_cls: 3.2120, loss: 3.2120 2020-06-17 03:52:00,688 - mmaction - INFO - Epoch [19][600/3134] lr: 0.01000, eta: 1 day, 18:00:03, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5625, loss_cls: 3.1761, loss: 3.1761 2020-06-17 03:52:12,301 - mmaction - INFO - Epoch [19][620/3134] lr: 0.01000, eta: 1 day, 17:59:51, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5875, loss_cls: 3.3064, loss: 3.3064 2020-06-17 03:52:23,985 - mmaction - INFO - Epoch [19][640/3134] lr: 0.01000, eta: 1 day, 17:59:38, time: 0.583, data_time: 0.000, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6094, loss_cls: 3.0042, loss: 3.0042 2020-06-17 03:52:35,599 - mmaction - INFO - Epoch [19][660/3134] lr: 0.01000, eta: 1 day, 17:59:26, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5594, loss_cls: 3.3064, loss: 3.3064 2020-06-17 03:52:47,226 - mmaction - INFO - Epoch [19][680/3134] lr: 0.01000, eta: 1 day, 17:59:13, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5156, loss_cls: 3.3853, loss: 3.3853 2020-06-17 03:52:58,825 - mmaction - INFO - Epoch [19][700/3134] lr: 0.01000, eta: 1 day, 17:59:01, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5625, loss_cls: 3.2198, loss: 3.2198 2020-06-17 03:53:10,576 - mmaction - INFO - Epoch [19][720/3134] lr: 0.01000, eta: 1 day, 17:58:49, time: 0.588, data_time: 0.002, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5531, loss_cls: 3.1282, loss: 3.1282 2020-06-17 03:53:22,386 - mmaction - INFO - Epoch [19][740/3134] lr: 0.01000, eta: 1 day, 17:58:37, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5625, loss_cls: 3.1881, loss: 3.1881 2020-06-17 03:53:34,039 - mmaction - INFO - Epoch [19][760/3134] lr: 0.01000, eta: 1 day, 17:58:24, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5531, loss_cls: 3.1567, loss: 3.1567 2020-06-17 03:53:45,772 - mmaction - INFO - Epoch [19][780/3134] lr: 0.01000, eta: 1 day, 17:58:12, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5625, loss_cls: 3.1649, loss: 3.1649 2020-06-17 03:53:57,525 - mmaction - INFO - Epoch [19][800/3134] lr: 0.01000, eta: 1 day, 17:58:00, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5375, loss_cls: 3.2366, loss: 3.2366 2020-06-17 03:54:09,084 - mmaction - INFO - Epoch [19][820/3134] lr: 0.01000, eta: 1 day, 17:57:48, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5469, loss_cls: 3.2711, loss: 3.2711 2020-06-17 03:54:20,729 - mmaction - INFO - Epoch [19][840/3134] lr: 0.01000, eta: 1 day, 17:57:35, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5687, loss_cls: 3.0545, loss: 3.0545 2020-06-17 03:54:32,434 - mmaction - INFO - Epoch [19][860/3134] lr: 0.01000, eta: 1 day, 17:57:23, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5938, loss_cls: 3.1432, loss: 3.1432 2020-06-17 03:54:44,201 - mmaction - INFO - Epoch [19][880/3134] lr: 0.01000, eta: 1 day, 17:57:11, time: 0.589, data_time: 0.003, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5594, loss_cls: 3.1206, loss: 3.1206 2020-06-17 03:54:55,800 - mmaction - INFO - Epoch [19][900/3134] lr: 0.01000, eta: 1 day, 17:56:58, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5750, loss_cls: 3.0480, loss: 3.0480 2020-06-17 03:55:07,511 - mmaction - INFO - Epoch [19][920/3134] lr: 0.01000, eta: 1 day, 17:56:46, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5781, loss_cls: 3.1081, loss: 3.1081 2020-06-17 03:55:19,208 - mmaction - INFO - Epoch [19][940/3134] lr: 0.01000, eta: 1 day, 17:56:34, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5906, loss_cls: 3.1540, loss: 3.1540 2020-06-17 03:55:30,913 - mmaction - INFO - Epoch [19][960/3134] lr: 0.01000, eta: 1 day, 17:56:22, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5281, loss_cls: 3.2963, loss: 3.2963 2020-06-17 03:55:42,581 - mmaction - INFO - Epoch [19][980/3134] lr: 0.01000, eta: 1 day, 17:56:09, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5906, loss_cls: 3.1610, loss: 3.1610 2020-06-17 03:55:54,240 - mmaction - INFO - Epoch [19][1000/3134] lr: 0.01000, eta: 1 day, 17:55:57, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6062, loss_cls: 3.0110, loss: 3.0110 2020-06-17 03:56:05,840 - mmaction - INFO - Epoch [19][1020/3134] lr: 0.01000, eta: 1 day, 17:55:44, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3594, top5_acc: 0.5938, loss_cls: 3.0504, loss: 3.0504 2020-06-17 03:56:17,540 - mmaction - INFO - Epoch [19][1040/3134] lr: 0.01000, eta: 1 day, 17:55:32, time: 0.584, data_time: 0.000, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5281, loss_cls: 3.2865, loss: 3.2865 2020-06-17 03:56:29,209 - mmaction - INFO - Epoch [19][1060/3134] lr: 0.01000, eta: 1 day, 17:55:20, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5406, loss_cls: 3.3034, loss: 3.3034 2020-06-17 03:56:40,826 - mmaction - INFO - Epoch [19][1080/3134] lr: 0.01000, eta: 1 day, 17:55:07, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5563, loss_cls: 2.9827, loss: 2.9827 2020-06-17 03:56:52,415 - mmaction - INFO - Epoch [19][1100/3134] lr: 0.01000, eta: 1 day, 17:54:54, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5719, loss_cls: 3.0234, loss: 3.0234 2020-06-17 03:57:04,224 - mmaction - INFO - Epoch [19][1120/3134] lr: 0.01000, eta: 1 day, 17:54:43, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6281, loss_cls: 2.9275, loss: 2.9275 2020-06-17 03:57:15,924 - mmaction - INFO - Epoch [19][1140/3134] lr: 0.01000, eta: 1 day, 17:54:30, time: 0.587, data_time: 0.005, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5406, loss_cls: 3.3201, loss: 3.3201 2020-06-17 03:57:27,507 - mmaction - INFO - Epoch [19][1160/3134] lr: 0.01000, eta: 1 day, 17:54:18, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5719, loss_cls: 3.1221, loss: 3.1221 2020-06-17 03:57:39,187 - mmaction - INFO - Epoch [19][1180/3134] lr: 0.01000, eta: 1 day, 17:54:05, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5656, loss_cls: 3.2121, loss: 3.2121 2020-06-17 03:57:50,959 - mmaction - INFO - Epoch [19][1200/3134] lr: 0.01000, eta: 1 day, 17:53:54, time: 0.591, data_time: 0.003, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5625, loss_cls: 3.2160, loss: 3.2160 2020-06-17 03:58:02,644 - mmaction - INFO - Epoch [19][1220/3134] lr: 0.01000, eta: 1 day, 17:53:41, time: 0.584, data_time: 0.000, memory: 8339, top1_acc: 0.2687, top5_acc: 0.5250, loss_cls: 3.4929, loss: 3.4929 2020-06-17 03:58:14,311 - mmaction - INFO - Epoch [19][1240/3134] lr: 0.01000, eta: 1 day, 17:53:29, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5375, loss_cls: 3.2342, loss: 3.2342 2020-06-17 03:58:26,007 - mmaction - INFO - Epoch [19][1260/3134] lr: 0.01000, eta: 1 day, 17:53:17, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5719, loss_cls: 3.0807, loss: 3.0807 2020-06-17 03:58:37,607 - mmaction - INFO - Epoch [19][1280/3134] lr: 0.01000, eta: 1 day, 17:53:04, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5531, loss_cls: 3.1535, loss: 3.1535 2020-06-17 03:58:49,308 - mmaction - INFO - Epoch [19][1300/3134] lr: 0.01000, eta: 1 day, 17:52:52, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5656, loss_cls: 3.1050, loss: 3.1050 2020-06-17 03:59:00,949 - mmaction - INFO - Epoch [19][1320/3134] lr: 0.01000, eta: 1 day, 17:52:39, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3344, top5_acc: 0.6219, loss_cls: 3.0777, loss: 3.0777 2020-06-17 03:59:12,521 - mmaction - INFO - Epoch [19][1340/3134] lr: 0.01000, eta: 1 day, 17:52:27, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5563, loss_cls: 3.2009, loss: 3.2009 2020-06-17 03:59:24,206 - mmaction - INFO - Epoch [19][1360/3134] lr: 0.01000, eta: 1 day, 17:52:14, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5750, loss_cls: 3.2949, loss: 3.2949 2020-06-17 03:59:35,906 - mmaction - INFO - Epoch [19][1380/3134] lr: 0.01000, eta: 1 day, 17:52:02, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5813, loss_cls: 3.0551, loss: 3.0551 2020-06-17 03:59:47,525 - mmaction - INFO - Epoch [19][1400/3134] lr: 0.01000, eta: 1 day, 17:51:50, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5469, loss_cls: 3.2475, loss: 3.2475 2020-06-17 03:59:59,272 - mmaction - INFO - Epoch [19][1420/3134] lr: 0.01000, eta: 1 day, 17:51:38, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5719, loss_cls: 3.1112, loss: 3.1112 2020-06-17 04:00:13,442 - mmaction - INFO - Epoch [19][1440/3134] lr: 0.01000, eta: 1 day, 17:51:36, time: 0.708, data_time: 0.002, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5500, loss_cls: 3.0384, loss: 3.0384 2020-06-17 04:00:25,527 - mmaction - INFO - Epoch [19][1460/3134] lr: 0.01000, eta: 1 day, 17:51:26, time: 0.606, data_time: 0.009, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6125, loss_cls: 3.0558, loss: 3.0558 2020-06-17 04:00:37,510 - mmaction - INFO - Epoch [19][1480/3134] lr: 0.01000, eta: 1 day, 17:51:15, time: 0.597, data_time: 0.004, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5500, loss_cls: 3.1500, loss: 3.1500 2020-06-17 04:00:49,212 - mmaction - INFO - Epoch [19][1500/3134] lr: 0.01000, eta: 1 day, 17:51:03, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6156, loss_cls: 3.0144, loss: 3.0144 2020-06-17 04:01:00,814 - mmaction - INFO - Epoch [19][1520/3134] lr: 0.01000, eta: 1 day, 17:50:50, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.2437, top5_acc: 0.5531, loss_cls: 3.4264, loss: 3.4264 2020-06-17 04:01:12,549 - mmaction - INFO - Epoch [19][1540/3134] lr: 0.01000, eta: 1 day, 17:50:38, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6250, loss_cls: 3.0418, loss: 3.0418 2020-06-17 04:01:24,265 - mmaction - INFO - Epoch [19][1560/3134] lr: 0.01000, eta: 1 day, 17:50:26, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5938, loss_cls: 3.0176, loss: 3.0176 2020-06-17 04:01:35,955 - mmaction - INFO - Epoch [19][1580/3134] lr: 0.01000, eta: 1 day, 17:50:13, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5469, loss_cls: 3.3246, loss: 3.3246 2020-06-17 04:01:47,618 - mmaction - INFO - Epoch [19][1600/3134] lr: 0.01000, eta: 1 day, 17:50:01, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5594, loss_cls: 3.1717, loss: 3.1717 2020-06-17 04:01:59,309 - mmaction - INFO - Epoch [19][1620/3134] lr: 0.01000, eta: 1 day, 17:49:49, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5531, loss_cls: 3.2170, loss: 3.2170 2020-06-17 04:02:10,936 - mmaction - INFO - Epoch [19][1640/3134] lr: 0.01000, eta: 1 day, 17:49:36, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5969, loss_cls: 3.0870, loss: 3.0870 2020-06-17 04:02:22,547 - mmaction - INFO - Epoch [19][1660/3134] lr: 0.01000, eta: 1 day, 17:49:24, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5563, loss_cls: 3.1028, loss: 3.1028 2020-06-17 04:02:34,131 - mmaction - INFO - Epoch [19][1680/3134] lr: 0.01000, eta: 1 day, 17:49:11, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6219, loss_cls: 2.8602, loss: 2.8602 2020-06-17 04:02:45,804 - mmaction - INFO - Epoch [19][1700/3134] lr: 0.01000, eta: 1 day, 17:48:59, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3812, top5_acc: 0.5906, loss_cls: 2.9955, loss: 2.9955 2020-06-17 04:02:57,504 - mmaction - INFO - Epoch [19][1720/3134] lr: 0.01000, eta: 1 day, 17:48:46, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5563, loss_cls: 3.2843, loss: 3.2843 2020-06-17 04:03:09,146 - mmaction - INFO - Epoch [19][1740/3134] lr: 0.01000, eta: 1 day, 17:48:34, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5781, loss_cls: 3.1014, loss: 3.1014 2020-06-17 04:03:20,747 - mmaction - INFO - Epoch [19][1760/3134] lr: 0.01000, eta: 1 day, 17:48:21, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5656, loss_cls: 3.1197, loss: 3.1197 2020-06-17 04:03:32,447 - mmaction - INFO - Epoch [19][1780/3134] lr: 0.01000, eta: 1 day, 17:48:09, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5437, loss_cls: 3.2865, loss: 3.2865 2020-06-17 04:03:44,100 - mmaction - INFO - Epoch [19][1800/3134] lr: 0.01000, eta: 1 day, 17:47:57, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3688, top5_acc: 0.5875, loss_cls: 3.0351, loss: 3.0351 2020-06-17 04:03:55,824 - mmaction - INFO - Epoch [19][1820/3134] lr: 0.01000, eta: 1 day, 17:47:44, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5719, loss_cls: 3.1088, loss: 3.1088 2020-06-17 04:04:07,415 - mmaction - INFO - Epoch [19][1840/3134] lr: 0.01000, eta: 1 day, 17:47:32, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5062, loss_cls: 3.5435, loss: 3.5435 2020-06-17 04:04:19,007 - mmaction - INFO - Epoch [19][1860/3134] lr: 0.01000, eta: 1 day, 17:47:19, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5594, loss_cls: 3.0959, loss: 3.0959 2020-06-17 04:04:30,796 - mmaction - INFO - Epoch [19][1880/3134] lr: 0.01000, eta: 1 day, 17:47:07, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5500, loss_cls: 3.2127, loss: 3.2127 2020-06-17 04:04:42,484 - mmaction - INFO - Epoch [19][1900/3134] lr: 0.01000, eta: 1 day, 17:46:55, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5656, loss_cls: 3.1378, loss: 3.1378 2020-06-17 04:04:54,042 - mmaction - INFO - Epoch [19][1920/3134] lr: 0.01000, eta: 1 day, 17:46:43, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5781, loss_cls: 3.0418, loss: 3.0418 2020-06-17 04:05:05,754 - mmaction - INFO - Epoch [19][1940/3134] lr: 0.01000, eta: 1 day, 17:46:30, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5938, loss_cls: 3.1417, loss: 3.1417 2020-06-17 04:05:17,437 - mmaction - INFO - Epoch [19][1960/3134] lr: 0.01000, eta: 1 day, 17:46:18, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3281, top5_acc: 0.6000, loss_cls: 2.9872, loss: 2.9872 2020-06-17 04:05:29,017 - mmaction - INFO - Epoch [19][1980/3134] lr: 0.01000, eta: 1 day, 17:46:05, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5625, loss_cls: 3.2435, loss: 3.2435 2020-06-17 04:05:40,719 - mmaction - INFO - Epoch [19][2000/3134] lr: 0.01000, eta: 1 day, 17:45:53, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5625, loss_cls: 3.2321, loss: 3.2321 2020-06-17 04:05:52,315 - mmaction - INFO - Epoch [19][2020/3134] lr: 0.01000, eta: 1 day, 17:45:40, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5813, loss_cls: 3.1939, loss: 3.1939 2020-06-17 04:06:04,023 - mmaction - INFO - Epoch [19][2040/3134] lr: 0.01000, eta: 1 day, 17:45:28, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.3625, top5_acc: 0.5969, loss_cls: 3.0905, loss: 3.0905 2020-06-17 04:06:15,761 - mmaction - INFO - Epoch [19][2060/3134] lr: 0.01000, eta: 1 day, 17:45:16, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5500, loss_cls: 3.2403, loss: 3.2403 2020-06-17 04:06:27,411 - mmaction - INFO - Epoch [19][2080/3134] lr: 0.01000, eta: 1 day, 17:45:04, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5594, loss_cls: 3.2523, loss: 3.2523 2020-06-17 04:06:38,945 - mmaction - INFO - Epoch [19][2100/3134] lr: 0.01000, eta: 1 day, 17:44:51, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6250, loss_cls: 3.0104, loss: 3.0104 2020-06-17 04:06:50,648 - mmaction - INFO - Epoch [19][2120/3134] lr: 0.01000, eta: 1 day, 17:44:39, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5781, loss_cls: 3.1957, loss: 3.1957 2020-06-17 04:07:02,342 - mmaction - INFO - Epoch [19][2140/3134] lr: 0.01000, eta: 1 day, 17:44:27, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.2687, top5_acc: 0.5188, loss_cls: 3.4335, loss: 3.4335 2020-06-17 04:07:14,007 - mmaction - INFO - Epoch [19][2160/3134] lr: 0.01000, eta: 1 day, 17:44:14, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5656, loss_cls: 3.0840, loss: 3.0840 2020-06-17 04:07:25,785 - mmaction - INFO - Epoch [19][2180/3134] lr: 0.01000, eta: 1 day, 17:44:02, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5906, loss_cls: 3.1479, loss: 3.1479 2020-06-17 04:07:37,525 - mmaction - INFO - Epoch [19][2200/3134] lr: 0.01000, eta: 1 day, 17:43:50, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5875, loss_cls: 3.1444, loss: 3.1444 2020-06-17 04:07:49,245 - mmaction - INFO - Epoch [19][2220/3134] lr: 0.01000, eta: 1 day, 17:43:38, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5625, loss_cls: 3.1415, loss: 3.1415 2020-06-17 04:08:00,884 - mmaction - INFO - Epoch [19][2240/3134] lr: 0.01000, eta: 1 day, 17:43:26, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5406, loss_cls: 3.2862, loss: 3.2862 2020-06-17 04:08:12,476 - mmaction - INFO - Epoch [19][2260/3134] lr: 0.01000, eta: 1 day, 17:43:13, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5500, loss_cls: 3.3275, loss: 3.3275 2020-06-17 04:08:24,210 - mmaction - INFO - Epoch [19][2280/3134] lr: 0.01000, eta: 1 day, 17:43:01, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5656, loss_cls: 3.2898, loss: 3.2898 2020-06-17 04:08:35,772 - mmaction - INFO - Epoch [19][2300/3134] lr: 0.01000, eta: 1 day, 17:42:48, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5844, loss_cls: 3.1536, loss: 3.1536 2020-06-17 04:08:47,333 - mmaction - INFO - Epoch [19][2320/3134] lr: 0.01000, eta: 1 day, 17:42:35, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.2656, top5_acc: 0.5094, loss_cls: 3.4005, loss: 3.4005 2020-06-17 04:08:59,112 - mmaction - INFO - Epoch [19][2340/3134] lr: 0.01000, eta: 1 day, 17:42:24, time: 0.589, data_time: 0.004, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6188, loss_cls: 2.8208, loss: 2.8208 2020-06-17 04:09:10,785 - mmaction - INFO - Epoch [19][2360/3134] lr: 0.01000, eta: 1 day, 17:42:11, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5844, loss_cls: 3.0962, loss: 3.0962 2020-06-17 04:09:22,399 - mmaction - INFO - Epoch [19][2380/3134] lr: 0.01000, eta: 1 day, 17:41:59, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5781, loss_cls: 3.2027, loss: 3.2027 2020-06-17 04:09:34,026 - mmaction - INFO - Epoch [19][2400/3134] lr: 0.01000, eta: 1 day, 17:41:46, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6062, loss_cls: 2.9490, loss: 2.9490 2020-06-17 04:09:45,696 - mmaction - INFO - Epoch [19][2420/3134] lr: 0.01000, eta: 1 day, 17:41:34, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5625, loss_cls: 3.0970, loss: 3.0970 2020-06-17 04:09:57,295 - mmaction - INFO - Epoch [19][2440/3134] lr: 0.01000, eta: 1 day, 17:41:21, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5625, loss_cls: 3.2728, loss: 3.2728 2020-06-17 04:10:09,057 - mmaction - INFO - Epoch [19][2460/3134] lr: 0.01000, eta: 1 day, 17:41:09, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5281, loss_cls: 3.3688, loss: 3.3688 2020-06-17 04:10:20,739 - mmaction - INFO - Epoch [19][2480/3134] lr: 0.01000, eta: 1 day, 17:40:57, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5344, loss_cls: 3.3114, loss: 3.3114 2020-06-17 04:10:32,350 - mmaction - INFO - Epoch [19][2500/3134] lr: 0.01000, eta: 1 day, 17:40:44, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5656, loss_cls: 3.0832, loss: 3.0832 2020-06-17 04:10:43,956 - mmaction - INFO - Epoch [19][2520/3134] lr: 0.01000, eta: 1 day, 17:40:32, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5844, loss_cls: 3.2072, loss: 3.2072 2020-06-17 04:10:55,667 - mmaction - INFO - Epoch [19][2540/3134] lr: 0.01000, eta: 1 day, 17:40:20, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3125, top5_acc: 0.6094, loss_cls: 2.9978, loss: 2.9978 2020-06-17 04:11:07,259 - mmaction - INFO - Epoch [19][2560/3134] lr: 0.01000, eta: 1 day, 17:40:07, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5687, loss_cls: 3.1811, loss: 3.1811 2020-06-17 04:11:18,955 - mmaction - INFO - Epoch [19][2580/3134] lr: 0.01000, eta: 1 day, 17:39:55, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5563, loss_cls: 3.1313, loss: 3.1313 2020-06-17 04:11:30,631 - mmaction - INFO - Epoch [19][2600/3134] lr: 0.01000, eta: 1 day, 17:39:43, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.2969, top5_acc: 0.6156, loss_cls: 3.0684, loss: 3.0684 2020-06-17 04:11:42,225 - mmaction - INFO - Epoch [19][2620/3134] lr: 0.01000, eta: 1 day, 17:39:30, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5750, loss_cls: 3.0019, loss: 3.0019 2020-06-17 04:11:53,936 - mmaction - INFO - Epoch [19][2640/3134] lr: 0.01000, eta: 1 day, 17:39:18, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5969, loss_cls: 3.0509, loss: 3.0509 2020-06-17 04:12:05,523 - mmaction - INFO - Epoch [19][2660/3134] lr: 0.01000, eta: 1 day, 17:39:05, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5906, loss_cls: 3.0516, loss: 3.0516 2020-06-17 04:12:17,172 - mmaction - INFO - Epoch [19][2680/3134] lr: 0.01000, eta: 1 day, 17:38:53, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3812, top5_acc: 0.5875, loss_cls: 3.0285, loss: 3.0285 2020-06-17 04:12:28,786 - mmaction - INFO - Epoch [19][2700/3134] lr: 0.01000, eta: 1 day, 17:38:40, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5687, loss_cls: 3.1841, loss: 3.1841 2020-06-17 04:12:40,388 - mmaction - INFO - Epoch [19][2720/3134] lr: 0.01000, eta: 1 day, 17:38:28, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5656, loss_cls: 3.1691, loss: 3.1691 2020-06-17 04:12:52,128 - mmaction - INFO - Epoch [19][2740/3134] lr: 0.01000, eta: 1 day, 17:38:16, time: 0.587, data_time: 0.001, memory: 8339, top1_acc: 0.3219, top5_acc: 0.6281, loss_cls: 3.1243, loss: 3.1243 2020-06-17 04:13:03,843 - mmaction - INFO - Epoch [19][2760/3134] lr: 0.01000, eta: 1 day, 17:38:03, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6375, loss_cls: 2.8490, loss: 2.8490 2020-06-17 04:13:15,623 - mmaction - INFO - Epoch [19][2780/3134] lr: 0.01000, eta: 1 day, 17:37:52, time: 0.591, data_time: 0.004, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5875, loss_cls: 3.1072, loss: 3.1072 2020-06-17 04:13:27,201 - mmaction - INFO - Epoch [19][2800/3134] lr: 0.01000, eta: 1 day, 17:37:39, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6156, loss_cls: 2.9147, loss: 2.9147 2020-06-17 04:13:38,805 - mmaction - INFO - Epoch [19][2820/3134] lr: 0.01000, eta: 1 day, 17:37:26, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5594, loss_cls: 3.2142, loss: 3.2142 2020-06-17 04:13:50,513 - mmaction - INFO - Epoch [19][2840/3134] lr: 0.01000, eta: 1 day, 17:37:14, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5875, loss_cls: 3.1329, loss: 3.1329 2020-06-17 04:14:02,237 - mmaction - INFO - Epoch [19][2860/3134] lr: 0.01000, eta: 1 day, 17:37:02, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5906, loss_cls: 3.0100, loss: 3.0100 2020-06-17 04:14:13,915 - mmaction - INFO - Epoch [19][2880/3134] lr: 0.01000, eta: 1 day, 17:36:50, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5531, loss_cls: 3.2495, loss: 3.2495 2020-06-17 04:14:25,548 - mmaction - INFO - Epoch [19][2900/3134] lr: 0.01000, eta: 1 day, 17:36:37, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5813, loss_cls: 3.1657, loss: 3.1657 2020-06-17 04:14:37,197 - mmaction - INFO - Epoch [19][2920/3134] lr: 0.01000, eta: 1 day, 17:36:25, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5687, loss_cls: 3.1631, loss: 3.1631 2020-06-17 04:14:48,913 - mmaction - INFO - Epoch [19][2940/3134] lr: 0.01000, eta: 1 day, 17:36:13, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5406, loss_cls: 3.2679, loss: 3.2679 2020-06-17 04:15:00,553 - mmaction - INFO - Epoch [19][2960/3134] lr: 0.01000, eta: 1 day, 17:36:00, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6438, loss_cls: 2.8572, loss: 2.8572 2020-06-17 04:15:12,280 - mmaction - INFO - Epoch [19][2980/3134] lr: 0.01000, eta: 1 day, 17:35:48, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6000, loss_cls: 2.9039, loss: 2.9039 2020-06-17 04:15:23,904 - mmaction - INFO - Epoch [19][3000/3134] lr: 0.01000, eta: 1 day, 17:35:36, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5437, loss_cls: 3.2696, loss: 3.2696 2020-06-17 04:15:35,515 - mmaction - INFO - Epoch [19][3020/3134] lr: 0.01000, eta: 1 day, 17:35:23, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5719, loss_cls: 3.1483, loss: 3.1483 2020-06-17 04:15:47,192 - mmaction - INFO - Epoch [19][3040/3134] lr: 0.01000, eta: 1 day, 17:35:11, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6094, loss_cls: 3.0250, loss: 3.0250 2020-06-17 04:15:58,825 - mmaction - INFO - Epoch [19][3060/3134] lr: 0.01000, eta: 1 day, 17:34:58, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5656, loss_cls: 3.1843, loss: 3.1843 2020-06-17 04:16:10,473 - mmaction - INFO - Epoch [19][3080/3134] lr: 0.01000, eta: 1 day, 17:34:46, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5156, loss_cls: 3.3686, loss: 3.3686 2020-06-17 04:16:22,159 - mmaction - INFO - Epoch [19][3100/3134] lr: 0.01000, eta: 1 day, 17:34:34, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5406, loss_cls: 3.3180, loss: 3.3180 2020-06-17 04:16:33,800 - mmaction - INFO - Epoch [19][3120/3134] lr: 0.01000, eta: 1 day, 17:34:21, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5406, loss_cls: 3.3253, loss: 3.3253 2020-06-17 04:17:19,824 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-17 04:17:21,077 - mmaction - INFO - top1_acc 0.2381 top5_acc 0.4859 2020-06-17 04:17:21,094 - mmaction - INFO - Epoch [19][3134/3134] lr: 0.01000, top1_acc: 0.2381, top5_acc: 0.4859 2020-06-17 04:17:36,714 - mmaction - INFO - Epoch [20][20/3134] lr: 0.01000, eta: 1 day, 17:33:42, time: 0.780, data_time: 0.202, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5844, loss_cls: 3.0036, loss: 3.0036 2020-06-17 04:17:48,372 - mmaction - INFO - Epoch [20][40/3134] lr: 0.01000, eta: 1 day, 17:33:30, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3594, top5_acc: 0.5813, loss_cls: 3.1229, loss: 3.1229 2020-06-17 04:17:59,955 - mmaction - INFO - Epoch [20][60/3134] lr: 0.01000, eta: 1 day, 17:33:17, time: 0.579, data_time: 0.004, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5813, loss_cls: 3.1814, loss: 3.1814 2020-06-17 04:18:11,692 - mmaction - INFO - Epoch [20][80/3134] lr: 0.01000, eta: 1 day, 17:33:05, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5813, loss_cls: 3.1224, loss: 3.1224 2020-06-17 04:18:23,255 - mmaction - INFO - Epoch [20][100/3134] lr: 0.01000, eta: 1 day, 17:32:53, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5469, loss_cls: 3.2050, loss: 3.2050 2020-06-17 04:18:35,011 - mmaction - INFO - Epoch [20][120/3134] lr: 0.01000, eta: 1 day, 17:32:41, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5625, loss_cls: 3.1349, loss: 3.1349 2020-06-17 04:18:46,696 - mmaction - INFO - Epoch [20][140/3134] lr: 0.01000, eta: 1 day, 17:32:28, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5625, loss_cls: 3.0710, loss: 3.0710 2020-06-17 04:18:58,377 - mmaction - INFO - Epoch [20][160/3134] lr: 0.01000, eta: 1 day, 17:32:16, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6031, loss_cls: 2.9765, loss: 2.9765 2020-06-17 04:19:10,008 - mmaction - INFO - Epoch [20][180/3134] lr: 0.01000, eta: 1 day, 17:32:04, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5437, loss_cls: 3.1914, loss: 3.1914 2020-06-17 04:19:21,600 - mmaction - INFO - Epoch [20][200/3134] lr: 0.01000, eta: 1 day, 17:31:51, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5875, loss_cls: 3.2204, loss: 3.2204 2020-06-17 04:19:33,246 - mmaction - INFO - Epoch [20][220/3134] lr: 0.01000, eta: 1 day, 17:31:39, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6188, loss_cls: 3.0147, loss: 3.0147 2020-06-17 04:19:44,894 - mmaction - INFO - Epoch [20][240/3134] lr: 0.01000, eta: 1 day, 17:31:26, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5719, loss_cls: 3.0927, loss: 3.0927 2020-06-17 04:19:56,574 - mmaction - INFO - Epoch [20][260/3134] lr: 0.01000, eta: 1 day, 17:31:14, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5594, loss_cls: 3.2529, loss: 3.2529 2020-06-17 04:20:08,300 - mmaction - INFO - Epoch [20][280/3134] lr: 0.01000, eta: 1 day, 17:31:02, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5219, loss_cls: 3.2704, loss: 3.2704 2020-06-17 04:20:20,019 - mmaction - INFO - Epoch [20][300/3134] lr: 0.01000, eta: 1 day, 17:30:50, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.3656, top5_acc: 0.5719, loss_cls: 3.0722, loss: 3.0722 2020-06-17 04:20:31,665 - mmaction - INFO - Epoch [20][320/3134] lr: 0.01000, eta: 1 day, 17:30:37, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5563, loss_cls: 3.2480, loss: 3.2480 2020-06-17 04:20:43,308 - mmaction - INFO - Epoch [20][340/3134] lr: 0.01000, eta: 1 day, 17:30:25, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3250, top5_acc: 0.6062, loss_cls: 3.0200, loss: 3.0200 2020-06-17 04:20:54,902 - mmaction - INFO - Epoch [20][360/3134] lr: 0.01000, eta: 1 day, 17:30:13, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5750, loss_cls: 3.2546, loss: 3.2546 2020-06-17 04:21:06,485 - mmaction - INFO - Epoch [20][380/3134] lr: 0.01000, eta: 1 day, 17:30:00, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.3187, top5_acc: 0.6031, loss_cls: 3.0685, loss: 3.0685 2020-06-17 04:21:18,139 - mmaction - INFO - Epoch [20][400/3134] lr: 0.01000, eta: 1 day, 17:29:47, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5563, loss_cls: 3.0788, loss: 3.0788 2020-06-17 04:21:29,741 - mmaction - INFO - Epoch [20][420/3134] lr: 0.01000, eta: 1 day, 17:29:35, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5781, loss_cls: 3.0112, loss: 3.0112 2020-06-17 04:21:41,405 - mmaction - INFO - Epoch [20][440/3134] lr: 0.01000, eta: 1 day, 17:29:23, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5406, loss_cls: 3.2266, loss: 3.2266 2020-06-17 04:21:53,071 - mmaction - INFO - Epoch [20][460/3134] lr: 0.01000, eta: 1 day, 17:29:10, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5531, loss_cls: 3.1579, loss: 3.1579 2020-06-17 04:22:04,708 - mmaction - INFO - Epoch [20][480/3134] lr: 0.01000, eta: 1 day, 17:28:58, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6219, loss_cls: 2.9260, loss: 2.9260 2020-06-17 04:22:16,321 - mmaction - INFO - Epoch [20][500/3134] lr: 0.01000, eta: 1 day, 17:28:45, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5875, loss_cls: 3.0471, loss: 3.0471 2020-06-17 04:22:27,939 - mmaction - INFO - Epoch [20][520/3134] lr: 0.01000, eta: 1 day, 17:28:33, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6094, loss_cls: 2.9388, loss: 2.9388 2020-06-17 04:22:39,543 - mmaction - INFO - Epoch [20][540/3134] lr: 0.01000, eta: 1 day, 17:28:20, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6125, loss_cls: 2.9677, loss: 2.9677 2020-06-17 04:22:51,182 - mmaction - INFO - Epoch [20][560/3134] lr: 0.01000, eta: 1 day, 17:28:08, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5813, loss_cls: 3.3031, loss: 3.3031 2020-06-17 04:23:02,863 - mmaction - INFO - Epoch [20][580/3134] lr: 0.01000, eta: 1 day, 17:27:56, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5687, loss_cls: 3.1901, loss: 3.1901 2020-06-17 04:23:14,499 - mmaction - INFO - Epoch [20][600/3134] lr: 0.01000, eta: 1 day, 17:27:43, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5875, loss_cls: 3.0101, loss: 3.0101 2020-06-17 04:23:26,124 - mmaction - INFO - Epoch [20][620/3134] lr: 0.01000, eta: 1 day, 17:27:31, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5250, loss_cls: 3.3454, loss: 3.3454 2020-06-17 04:23:37,818 - mmaction - INFO - Epoch [20][640/3134] lr: 0.01000, eta: 1 day, 17:27:19, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5719, loss_cls: 3.2696, loss: 3.2696 2020-06-17 04:23:49,538 - mmaction - INFO - Epoch [20][660/3134] lr: 0.01000, eta: 1 day, 17:27:06, time: 0.585, data_time: 0.000, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5375, loss_cls: 3.2168, loss: 3.2168 2020-06-17 04:24:01,405 - mmaction - INFO - Epoch [20][680/3134] lr: 0.01000, eta: 1 day, 17:26:55, time: 0.592, data_time: 0.004, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5938, loss_cls: 3.0590, loss: 3.0590 2020-06-17 04:24:13,098 - mmaction - INFO - Epoch [20][700/3134] lr: 0.01000, eta: 1 day, 17:26:43, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5844, loss_cls: 3.0589, loss: 3.0589 2020-06-17 04:24:24,730 - mmaction - INFO - Epoch [20][720/3134] lr: 0.01000, eta: 1 day, 17:26:30, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5844, loss_cls: 3.2059, loss: 3.2059 2020-06-17 04:24:36,328 - mmaction - INFO - Epoch [20][740/3134] lr: 0.01000, eta: 1 day, 17:26:18, time: 0.579, data_time: 0.005, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5625, loss_cls: 3.1556, loss: 3.1556 2020-06-17 04:24:48,067 - mmaction - INFO - Epoch [20][760/3134] lr: 0.01000, eta: 1 day, 17:26:06, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5906, loss_cls: 3.1210, loss: 3.1210 2020-06-17 04:24:59,722 - mmaction - INFO - Epoch [20][780/3134] lr: 0.01000, eta: 1 day, 17:25:53, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5250, loss_cls: 3.2784, loss: 3.2784 2020-06-17 04:25:11,507 - mmaction - INFO - Epoch [20][800/3134] lr: 0.01000, eta: 1 day, 17:25:41, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5750, loss_cls: 3.1267, loss: 3.1267 2020-06-17 04:25:23,155 - mmaction - INFO - Epoch [20][820/3134] lr: 0.01000, eta: 1 day, 17:25:29, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6250, loss_cls: 2.9651, loss: 2.9651 2020-06-17 04:25:34,784 - mmaction - INFO - Epoch [20][840/3134] lr: 0.01000, eta: 1 day, 17:25:17, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6062, loss_cls: 3.0141, loss: 3.0141 2020-06-17 04:25:46,440 - mmaction - INFO - Epoch [20][860/3134] lr: 0.01000, eta: 1 day, 17:25:04, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5531, loss_cls: 3.2060, loss: 3.2060 2020-06-17 04:25:58,112 - mmaction - INFO - Epoch [20][880/3134] lr: 0.01000, eta: 1 day, 17:24:52, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5531, loss_cls: 3.2276, loss: 3.2276 2020-06-17 04:26:09,787 - mmaction - INFO - Epoch [20][900/3134] lr: 0.01000, eta: 1 day, 17:24:40, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5625, loss_cls: 3.1223, loss: 3.1223 2020-06-17 04:26:21,532 - mmaction - INFO - Epoch [20][920/3134] lr: 0.01000, eta: 1 day, 17:24:28, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6031, loss_cls: 3.1498, loss: 3.1498 2020-06-17 04:26:33,169 - mmaction - INFO - Epoch [20][940/3134] lr: 0.01000, eta: 1 day, 17:24:16, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5594, loss_cls: 3.3021, loss: 3.3021 2020-06-17 04:26:44,794 - mmaction - INFO - Epoch [20][960/3134] lr: 0.01000, eta: 1 day, 17:24:03, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5531, loss_cls: 3.2517, loss: 3.2517 2020-06-17 04:26:56,458 - mmaction - INFO - Epoch [20][980/3134] lr: 0.01000, eta: 1 day, 17:23:51, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5625, loss_cls: 3.0840, loss: 3.0840 2020-06-17 04:27:08,114 - mmaction - INFO - Epoch [20][1000/3134] lr: 0.01000, eta: 1 day, 17:23:38, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5406, loss_cls: 3.3293, loss: 3.3293 2020-06-17 04:27:19,721 - mmaction - INFO - Epoch [20][1020/3134] lr: 0.01000, eta: 1 day, 17:23:26, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.2656, top5_acc: 0.5594, loss_cls: 3.1733, loss: 3.1733 2020-06-17 04:27:31,350 - mmaction - INFO - Epoch [20][1040/3134] lr: 0.01000, eta: 1 day, 17:23:13, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5750, loss_cls: 3.0856, loss: 3.0856 2020-06-17 04:27:43,072 - mmaction - INFO - Epoch [20][1060/3134] lr: 0.01000, eta: 1 day, 17:23:01, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5875, loss_cls: 3.1613, loss: 3.1613 2020-06-17 04:27:54,657 - mmaction - INFO - Epoch [20][1080/3134] lr: 0.01000, eta: 1 day, 17:22:49, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5500, loss_cls: 3.2257, loss: 3.2257 2020-06-17 04:28:06,373 - mmaction - INFO - Epoch [20][1100/3134] lr: 0.01000, eta: 1 day, 17:22:37, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5719, loss_cls: 3.1169, loss: 3.1169 2020-06-17 04:28:17,998 - mmaction - INFO - Epoch [20][1120/3134] lr: 0.01000, eta: 1 day, 17:22:24, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6188, loss_cls: 2.9842, loss: 2.9842 2020-06-17 04:28:29,620 - mmaction - INFO - Epoch [20][1140/3134] lr: 0.01000, eta: 1 day, 17:22:12, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5844, loss_cls: 3.0584, loss: 3.0584 2020-06-17 04:28:41,340 - mmaction - INFO - Epoch [20][1160/3134] lr: 0.01000, eta: 1 day, 17:22:00, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5594, loss_cls: 3.1570, loss: 3.1570 2020-06-17 04:28:52,921 - mmaction - INFO - Epoch [20][1180/3134] lr: 0.01000, eta: 1 day, 17:21:47, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5531, loss_cls: 3.2117, loss: 3.2117 2020-06-17 04:29:04,563 - mmaction - INFO - Epoch [20][1200/3134] lr: 0.01000, eta: 1 day, 17:21:35, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5969, loss_cls: 3.1050, loss: 3.1050 2020-06-17 04:29:16,274 - mmaction - INFO - Epoch [20][1220/3134] lr: 0.01000, eta: 1 day, 17:21:22, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5750, loss_cls: 3.0397, loss: 3.0397 2020-06-17 04:29:27,991 - mmaction - INFO - Epoch [20][1240/3134] lr: 0.01000, eta: 1 day, 17:21:11, time: 0.589, data_time: 0.005, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5750, loss_cls: 3.1960, loss: 3.1960 2020-06-17 04:29:39,705 - mmaction - INFO - Epoch [20][1260/3134] lr: 0.01000, eta: 1 day, 17:20:58, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5531, loss_cls: 3.3047, loss: 3.3047 2020-06-17 04:29:51,382 - mmaction - INFO - Epoch [20][1280/3134] lr: 0.01000, eta: 1 day, 17:20:46, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6125, loss_cls: 2.9225, loss: 2.9225 2020-06-17 04:30:03,150 - mmaction - INFO - Epoch [20][1300/3134] lr: 0.01000, eta: 1 day, 17:20:34, time: 0.589, data_time: 0.003, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5844, loss_cls: 3.2821, loss: 3.2821 2020-06-17 04:30:14,732 - mmaction - INFO - Epoch [20][1320/3134] lr: 0.01000, eta: 1 day, 17:20:22, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6125, loss_cls: 2.9202, loss: 2.9202 2020-06-17 04:30:26,351 - mmaction - INFO - Epoch [20][1340/3134] lr: 0.01000, eta: 1 day, 17:20:09, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3094, top5_acc: 0.6000, loss_cls: 3.0960, loss: 3.0960 2020-06-17 04:30:37,981 - mmaction - INFO - Epoch [20][1360/3134] lr: 0.01000, eta: 1 day, 17:19:57, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5656, loss_cls: 3.1453, loss: 3.1453 2020-06-17 04:30:49,634 - mmaction - INFO - Epoch [20][1380/3134] lr: 0.01000, eta: 1 day, 17:19:44, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5750, loss_cls: 3.3049, loss: 3.3049 2020-06-17 04:31:01,281 - mmaction - INFO - Epoch [20][1400/3134] lr: 0.01000, eta: 1 day, 17:19:32, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5563, loss_cls: 3.3225, loss: 3.3225 2020-06-17 04:31:12,998 - mmaction - INFO - Epoch [20][1420/3134] lr: 0.01000, eta: 1 day, 17:19:20, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5750, loss_cls: 3.0900, loss: 3.0900 2020-06-17 04:31:24,605 - mmaction - INFO - Epoch [20][1440/3134] lr: 0.01000, eta: 1 day, 17:19:07, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.6125, loss_cls: 3.0763, loss: 3.0763 2020-06-17 04:31:36,232 - mmaction - INFO - Epoch [20][1460/3134] lr: 0.01000, eta: 1 day, 17:18:55, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6094, loss_cls: 2.9394, loss: 2.9394 2020-06-17 04:31:47,907 - mmaction - INFO - Epoch [20][1480/3134] lr: 0.01000, eta: 1 day, 17:18:43, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5750, loss_cls: 3.0398, loss: 3.0398 2020-06-17 04:31:59,625 - mmaction - INFO - Epoch [20][1500/3134] lr: 0.01000, eta: 1 day, 17:18:31, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6156, loss_cls: 3.0741, loss: 3.0741 2020-06-17 04:32:11,355 - mmaction - INFO - Epoch [20][1520/3134] lr: 0.01000, eta: 1 day, 17:18:19, time: 0.585, data_time: 0.000, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5906, loss_cls: 3.0617, loss: 3.0617 2020-06-17 04:32:22,983 - mmaction - INFO - Epoch [20][1540/3134] lr: 0.01000, eta: 1 day, 17:18:06, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6469, loss_cls: 2.8606, loss: 2.8606 2020-06-17 04:32:34,757 - mmaction - INFO - Epoch [20][1560/3134] lr: 0.01000, eta: 1 day, 17:17:54, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5938, loss_cls: 2.9839, loss: 2.9839 2020-06-17 04:32:46,354 - mmaction - INFO - Epoch [20][1580/3134] lr: 0.01000, eta: 1 day, 17:17:42, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5563, loss_cls: 3.2055, loss: 3.2055 2020-06-17 04:32:58,034 - mmaction - INFO - Epoch [20][1600/3134] lr: 0.01000, eta: 1 day, 17:17:29, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5969, loss_cls: 3.0495, loss: 3.0495 2020-06-17 04:33:09,761 - mmaction - INFO - Epoch [20][1620/3134] lr: 0.01000, eta: 1 day, 17:17:18, time: 0.589, data_time: 0.004, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5344, loss_cls: 3.2818, loss: 3.2818 2020-06-17 04:33:21,334 - mmaction - INFO - Epoch [20][1640/3134] lr: 0.01000, eta: 1 day, 17:17:05, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5938, loss_cls: 3.0237, loss: 3.0237 2020-06-17 04:33:33,185 - mmaction - INFO - Epoch [20][1660/3134] lr: 0.01000, eta: 1 day, 17:16:53, time: 0.591, data_time: 0.003, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5813, loss_cls: 3.1452, loss: 3.1452 2020-06-17 04:33:44,870 - mmaction - INFO - Epoch [20][1680/3134] lr: 0.01000, eta: 1 day, 17:16:41, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5656, loss_cls: 3.2696, loss: 3.2696 2020-06-17 04:33:56,553 - mmaction - INFO - Epoch [20][1700/3134] lr: 0.01000, eta: 1 day, 17:16:29, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5375, loss_cls: 3.3857, loss: 3.3857 2020-06-17 04:34:08,186 - mmaction - INFO - Epoch [20][1720/3134] lr: 0.01000, eta: 1 day, 17:16:16, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5969, loss_cls: 3.0846, loss: 3.0846 2020-06-17 04:34:19,776 - mmaction - INFO - Epoch [20][1740/3134] lr: 0.01000, eta: 1 day, 17:16:04, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5875, loss_cls: 3.0336, loss: 3.0336 2020-06-17 04:34:31,382 - mmaction - INFO - Epoch [20][1760/3134] lr: 0.01000, eta: 1 day, 17:15:51, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5531, loss_cls: 3.2517, loss: 3.2517 2020-06-17 04:34:43,073 - mmaction - INFO - Epoch [20][1780/3134] lr: 0.01000, eta: 1 day, 17:15:39, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3344, top5_acc: 0.6000, loss_cls: 2.9769, loss: 2.9769 2020-06-17 04:34:54,741 - mmaction - INFO - Epoch [20][1800/3134] lr: 0.01000, eta: 1 day, 17:15:27, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5312, loss_cls: 3.3923, loss: 3.3923 2020-06-17 04:35:06,497 - mmaction - INFO - Epoch [20][1820/3134] lr: 0.01000, eta: 1 day, 17:15:15, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5469, loss_cls: 3.2674, loss: 3.2674 2020-06-17 04:35:18,199 - mmaction - INFO - Epoch [20][1840/3134] lr: 0.01000, eta: 1 day, 17:15:03, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5406, loss_cls: 3.3167, loss: 3.3167 2020-06-17 04:35:29,826 - mmaction - INFO - Epoch [20][1860/3134] lr: 0.01000, eta: 1 day, 17:14:51, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6156, loss_cls: 2.9854, loss: 2.9854 2020-06-17 04:35:41,504 - mmaction - INFO - Epoch [20][1880/3134] lr: 0.01000, eta: 1 day, 17:14:38, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6188, loss_cls: 2.9885, loss: 2.9885 2020-06-17 04:35:53,245 - mmaction - INFO - Epoch [20][1900/3134] lr: 0.01000, eta: 1 day, 17:14:26, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5625, loss_cls: 3.0645, loss: 3.0645 2020-06-17 04:36:04,880 - mmaction - INFO - Epoch [20][1920/3134] lr: 0.01000, eta: 1 day, 17:14:14, time: 0.584, data_time: 0.005, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6062, loss_cls: 3.0225, loss: 3.0225 2020-06-17 04:36:16,584 - mmaction - INFO - Epoch [20][1940/3134] lr: 0.01000, eta: 1 day, 17:14:02, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6062, loss_cls: 2.9763, loss: 2.9763 2020-06-17 04:36:28,270 - mmaction - INFO - Epoch [20][1960/3134] lr: 0.01000, eta: 1 day, 17:13:50, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3656, top5_acc: 0.5875, loss_cls: 3.0059, loss: 3.0059 2020-06-17 04:36:39,948 - mmaction - INFO - Epoch [20][1980/3134] lr: 0.01000, eta: 1 day, 17:13:38, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5687, loss_cls: 3.1225, loss: 3.1225 2020-06-17 04:36:51,672 - mmaction - INFO - Epoch [20][2000/3134] lr: 0.01000, eta: 1 day, 17:13:25, time: 0.586, data_time: 0.000, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6219, loss_cls: 3.0634, loss: 3.0634 2020-06-17 04:37:03,361 - mmaction - INFO - Epoch [20][2020/3134] lr: 0.01000, eta: 1 day, 17:13:13, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5781, loss_cls: 3.1882, loss: 3.1882 2020-06-17 04:37:15,069 - mmaction - INFO - Epoch [20][2040/3134] lr: 0.01000, eta: 1 day, 17:13:01, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5844, loss_cls: 3.1079, loss: 3.1079 2020-06-17 04:37:26,677 - mmaction - INFO - Epoch [20][2060/3134] lr: 0.01000, eta: 1 day, 17:12:49, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5250, loss_cls: 3.2339, loss: 3.2339 2020-06-17 04:37:38,340 - mmaction - INFO - Epoch [20][2080/3134] lr: 0.01000, eta: 1 day, 17:12:36, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5531, loss_cls: 3.0876, loss: 3.0876 2020-06-17 04:37:50,004 - mmaction - INFO - Epoch [20][2100/3134] lr: 0.01000, eta: 1 day, 17:12:24, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6062, loss_cls: 3.1477, loss: 3.1477 2020-06-17 04:38:01,666 - mmaction - INFO - Epoch [20][2120/3134] lr: 0.01000, eta: 1 day, 17:12:12, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5906, loss_cls: 3.0013, loss: 3.0013 2020-06-17 04:38:13,349 - mmaction - INFO - Epoch [20][2140/3134] lr: 0.01000, eta: 1 day, 17:11:59, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6344, loss_cls: 2.9186, loss: 2.9186 2020-06-17 04:38:25,013 - mmaction - INFO - Epoch [20][2160/3134] lr: 0.01000, eta: 1 day, 17:11:47, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5750, loss_cls: 3.3000, loss: 3.3000 2020-06-17 04:38:36,615 - mmaction - INFO - Epoch [20][2180/3134] lr: 0.01000, eta: 1 day, 17:11:35, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6188, loss_cls: 2.9847, loss: 2.9847 2020-06-17 04:38:48,333 - mmaction - INFO - Epoch [20][2200/3134] lr: 0.01000, eta: 1 day, 17:11:23, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5469, loss_cls: 3.2048, loss: 3.2048 2020-06-17 04:38:59,919 - mmaction - INFO - Epoch [20][2220/3134] lr: 0.01000, eta: 1 day, 17:11:10, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5563, loss_cls: 3.1833, loss: 3.1833 2020-06-17 04:39:11,501 - mmaction - INFO - Epoch [20][2240/3134] lr: 0.01000, eta: 1 day, 17:10:57, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5781, loss_cls: 3.2109, loss: 3.2109 2020-06-17 04:39:23,210 - mmaction - INFO - Epoch [20][2260/3134] lr: 0.01000, eta: 1 day, 17:10:45, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6188, loss_cls: 3.0202, loss: 3.0202 2020-06-17 04:39:34,909 - mmaction - INFO - Epoch [20][2280/3134] lr: 0.01000, eta: 1 day, 17:10:33, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.3594, top5_acc: 0.5844, loss_cls: 3.0422, loss: 3.0422 2020-06-17 04:39:46,503 - mmaction - INFO - Epoch [20][2300/3134] lr: 0.01000, eta: 1 day, 17:10:21, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5813, loss_cls: 3.0195, loss: 3.0195 2020-06-17 04:39:58,265 - mmaction - INFO - Epoch [20][2320/3134] lr: 0.01000, eta: 1 day, 17:10:09, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6000, loss_cls: 3.0494, loss: 3.0494 2020-06-17 04:40:09,949 - mmaction - INFO - Epoch [20][2340/3134] lr: 0.01000, eta: 1 day, 17:09:57, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5719, loss_cls: 3.1245, loss: 3.1245 2020-06-17 04:40:21,590 - mmaction - INFO - Epoch [20][2360/3134] lr: 0.01000, eta: 1 day, 17:09:44, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5969, loss_cls: 3.0287, loss: 3.0287 2020-06-17 04:40:33,341 - mmaction - INFO - Epoch [20][2380/3134] lr: 0.01000, eta: 1 day, 17:09:32, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5625, loss_cls: 3.1418, loss: 3.1418 2020-06-17 04:40:44,958 - mmaction - INFO - Epoch [20][2400/3134] lr: 0.01000, eta: 1 day, 17:09:20, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3219, top5_acc: 0.6062, loss_cls: 3.0823, loss: 3.0823 2020-06-17 04:40:56,593 - mmaction - INFO - Epoch [20][2420/3134] lr: 0.01000, eta: 1 day, 17:09:07, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5625, loss_cls: 3.3264, loss: 3.3264 2020-06-17 04:41:08,211 - mmaction - INFO - Epoch [20][2440/3134] lr: 0.01000, eta: 1 day, 17:08:55, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5687, loss_cls: 3.1609, loss: 3.1609 2020-06-17 04:41:19,853 - mmaction - INFO - Epoch [20][2460/3134] lr: 0.01000, eta: 1 day, 17:08:43, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5813, loss_cls: 3.1310, loss: 3.1310 2020-06-17 04:41:31,446 - mmaction - INFO - Epoch [20][2480/3134] lr: 0.01000, eta: 1 day, 17:08:30, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5437, loss_cls: 3.2464, loss: 3.2464 2020-06-17 04:41:43,204 - mmaction - INFO - Epoch [20][2500/3134] lr: 0.01000, eta: 1 day, 17:08:18, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6188, loss_cls: 2.9959, loss: 2.9959 2020-06-17 04:41:54,896 - mmaction - INFO - Epoch [20][2520/3134] lr: 0.01000, eta: 1 day, 17:08:06, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5750, loss_cls: 3.1827, loss: 3.1827 2020-06-17 04:42:06,575 - mmaction - INFO - Epoch [20][2540/3134] lr: 0.01000, eta: 1 day, 17:07:54, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5844, loss_cls: 3.2019, loss: 3.2019 2020-06-17 04:42:18,418 - mmaction - INFO - Epoch [20][2560/3134] lr: 0.01000, eta: 1 day, 17:07:42, time: 0.592, data_time: 0.002, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5125, loss_cls: 3.4156, loss: 3.4156 2020-06-17 04:42:30,134 - mmaction - INFO - Epoch [20][2580/3134] lr: 0.01000, eta: 1 day, 17:07:30, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3656, top5_acc: 0.5875, loss_cls: 2.9754, loss: 2.9754 2020-06-17 04:42:41,867 - mmaction - INFO - Epoch [20][2600/3134] lr: 0.01000, eta: 1 day, 17:07:18, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.4062, top5_acc: 0.6500, loss_cls: 2.7856, loss: 2.7856 2020-06-17 04:42:53,508 - mmaction - INFO - Epoch [20][2620/3134] lr: 0.01000, eta: 1 day, 17:07:06, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5844, loss_cls: 3.1683, loss: 3.1683 2020-06-17 04:43:05,260 - mmaction - INFO - Epoch [20][2640/3134] lr: 0.01000, eta: 1 day, 17:06:54, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5188, loss_cls: 3.4637, loss: 3.4637 2020-06-17 04:43:16,950 - mmaction - INFO - Epoch [20][2660/3134] lr: 0.01000, eta: 1 day, 17:06:42, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5781, loss_cls: 3.1133, loss: 3.1133 2020-06-17 04:43:28,606 - mmaction - INFO - Epoch [20][2680/3134] lr: 0.01000, eta: 1 day, 17:06:30, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5281, loss_cls: 3.3537, loss: 3.3537 2020-06-17 04:43:40,272 - mmaction - INFO - Epoch [20][2700/3134] lr: 0.01000, eta: 1 day, 17:06:17, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5344, loss_cls: 3.3696, loss: 3.3696 2020-06-17 04:43:51,923 - mmaction - INFO - Epoch [20][2720/3134] lr: 0.01000, eta: 1 day, 17:06:05, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6219, loss_cls: 2.9736, loss: 2.9736 2020-06-17 04:44:03,584 - mmaction - INFO - Epoch [20][2740/3134] lr: 0.01000, eta: 1 day, 17:05:53, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5719, loss_cls: 3.1184, loss: 3.1184 2020-06-17 04:44:15,190 - mmaction - INFO - Epoch [20][2760/3134] lr: 0.01000, eta: 1 day, 17:05:40, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5813, loss_cls: 3.1796, loss: 3.1796 2020-06-17 04:44:26,820 - mmaction - INFO - Epoch [20][2780/3134] lr: 0.01000, eta: 1 day, 17:05:28, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5625, loss_cls: 3.2555, loss: 3.2555 2020-06-17 04:44:38,405 - mmaction - INFO - Epoch [20][2800/3134] lr: 0.01000, eta: 1 day, 17:05:15, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5531, loss_cls: 3.1605, loss: 3.1605 2020-06-17 04:44:50,123 - mmaction - INFO - Epoch [20][2820/3134] lr: 0.01000, eta: 1 day, 17:05:03, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6312, loss_cls: 2.9220, loss: 2.9220 2020-06-17 04:45:01,789 - mmaction - INFO - Epoch [20][2840/3134] lr: 0.01000, eta: 1 day, 17:04:51, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5531, loss_cls: 3.2425, loss: 3.2425 2020-06-17 04:45:13,420 - mmaction - INFO - Epoch [20][2860/3134] lr: 0.01000, eta: 1 day, 17:04:38, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5625, loss_cls: 3.3133, loss: 3.3133 2020-06-17 04:45:25,094 - mmaction - INFO - Epoch [20][2880/3134] lr: 0.01000, eta: 1 day, 17:04:26, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6062, loss_cls: 2.9969, loss: 2.9969 2020-06-17 04:45:36,710 - mmaction - INFO - Epoch [20][2900/3134] lr: 0.01000, eta: 1 day, 17:04:14, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5594, loss_cls: 3.1277, loss: 3.1277 2020-06-17 04:45:48,430 - mmaction - INFO - Epoch [20][2920/3134] lr: 0.01000, eta: 1 day, 17:04:02, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5594, loss_cls: 3.2365, loss: 3.2365 2020-06-17 04:46:00,135 - mmaction - INFO - Epoch [20][2940/3134] lr: 0.01000, eta: 1 day, 17:03:50, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5406, loss_cls: 3.2508, loss: 3.2508 2020-06-17 04:46:11,782 - mmaction - INFO - Epoch [20][2960/3134] lr: 0.01000, eta: 1 day, 17:03:37, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5750, loss_cls: 3.2835, loss: 3.2835 2020-06-17 04:46:23,374 - mmaction - INFO - Epoch [20][2980/3134] lr: 0.01000, eta: 1 day, 17:03:25, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5938, loss_cls: 2.9882, loss: 2.9882 2020-06-17 04:46:35,096 - mmaction - INFO - Epoch [20][3000/3134] lr: 0.01000, eta: 1 day, 17:03:13, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3312, top5_acc: 0.6125, loss_cls: 3.0392, loss: 3.0392 2020-06-17 04:46:46,733 - mmaction - INFO - Epoch [20][3020/3134] lr: 0.01000, eta: 1 day, 17:03:00, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5500, loss_cls: 3.2273, loss: 3.2273 2020-06-17 04:46:58,315 - mmaction - INFO - Epoch [20][3040/3134] lr: 0.01000, eta: 1 day, 17:02:48, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5344, loss_cls: 3.2872, loss: 3.2872 2020-06-17 04:47:10,046 - mmaction - INFO - Epoch [20][3060/3134] lr: 0.01000, eta: 1 day, 17:02:36, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5906, loss_cls: 3.0988, loss: 3.0988 2020-06-17 04:47:21,832 - mmaction - INFO - Epoch [20][3080/3134] lr: 0.01000, eta: 1 day, 17:02:24, time: 0.590, data_time: 0.003, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5531, loss_cls: 3.2071, loss: 3.2071 2020-06-17 04:47:33,553 - mmaction - INFO - Epoch [20][3100/3134] lr: 0.01000, eta: 1 day, 17:02:12, time: 0.588, data_time: 0.002, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5281, loss_cls: 3.2599, loss: 3.2599 2020-06-17 04:47:45,282 - mmaction - INFO - Epoch [20][3120/3134] lr: 0.01000, eta: 1 day, 17:02:00, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5406, loss_cls: 3.3453, loss: 3.3453 2020-06-17 04:48:21,593 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-17 04:48:22,848 - mmaction - INFO - top1_acc 0.2352 top5_acc 0.4795 2020-06-17 04:48:22,864 - mmaction - INFO - Epoch [20][3134/3134] lr: 0.01000, top1_acc: 0.2352, top5_acc: 0.4795 2020-06-17 04:48:38,477 - mmaction - INFO - Epoch [21][20/3134] lr: 0.01000, eta: 1 day, 17:01:22, time: 0.778, data_time: 0.202, memory: 8339, top1_acc: 0.2562, top5_acc: 0.5656, loss_cls: 3.2835, loss: 3.2835 2020-06-17 04:48:50,203 - mmaction - INFO - Epoch [21][40/3134] lr: 0.01000, eta: 1 day, 17:01:10, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3594, top5_acc: 0.5844, loss_cls: 3.0159, loss: 3.0159 2020-06-17 04:49:01,832 - mmaction - INFO - Epoch [21][60/3134] lr: 0.01000, eta: 1 day, 17:00:58, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6562, loss_cls: 2.8467, loss: 2.8467 2020-06-17 04:49:13,406 - mmaction - INFO - Epoch [21][80/3134] lr: 0.01000, eta: 1 day, 17:00:45, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5594, loss_cls: 3.2327, loss: 3.2327 2020-06-17 04:49:25,061 - mmaction - INFO - Epoch [21][100/3134] lr: 0.01000, eta: 1 day, 17:00:33, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3594, top5_acc: 0.5813, loss_cls: 2.9691, loss: 2.9691 2020-06-17 04:49:36,701 - mmaction - INFO - Epoch [21][120/3134] lr: 0.01000, eta: 1 day, 17:00:20, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5813, loss_cls: 3.1274, loss: 3.1274 2020-06-17 04:49:48,453 - mmaction - INFO - Epoch [21][140/3134] lr: 0.01000, eta: 1 day, 17:00:08, time: 0.586, data_time: 0.000, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5625, loss_cls: 3.2838, loss: 3.2838 2020-06-17 04:50:00,138 - mmaction - INFO - Epoch [21][160/3134] lr: 0.01000, eta: 1 day, 16:59:56, time: 0.585, data_time: 0.005, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5875, loss_cls: 3.1276, loss: 3.1276 2020-06-17 04:50:11,916 - mmaction - INFO - Epoch [21][180/3134] lr: 0.01000, eta: 1 day, 16:59:44, time: 0.588, data_time: 0.001, memory: 8339, top1_acc: 0.3625, top5_acc: 0.5938, loss_cls: 3.0557, loss: 3.0557 2020-06-17 04:50:23,555 - mmaction - INFO - Epoch [21][200/3134] lr: 0.01000, eta: 1 day, 16:59:32, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6031, loss_cls: 3.0491, loss: 3.0491 2020-06-17 04:50:35,277 - mmaction - INFO - Epoch [21][220/3134] lr: 0.01000, eta: 1 day, 16:59:20, time: 0.586, data_time: 0.006, memory: 8339, top1_acc: 0.3281, top5_acc: 0.6125, loss_cls: 3.0133, loss: 3.0133 2020-06-17 04:50:47,105 - mmaction - INFO - Epoch [21][240/3134] lr: 0.01000, eta: 1 day, 16:59:08, time: 0.592, data_time: 0.003, memory: 8339, top1_acc: 0.2719, top5_acc: 0.5156, loss_cls: 3.3694, loss: 3.3694 2020-06-17 04:50:58,782 - mmaction - INFO - Epoch [21][260/3134] lr: 0.01000, eta: 1 day, 16:58:56, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5875, loss_cls: 3.1043, loss: 3.1043 2020-06-17 04:51:10,477 - mmaction - INFO - Epoch [21][280/3134] lr: 0.01000, eta: 1 day, 16:58:44, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5844, loss_cls: 3.2280, loss: 3.2280 2020-06-17 04:51:22,084 - mmaction - INFO - Epoch [21][300/3134] lr: 0.01000, eta: 1 day, 16:58:32, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5594, loss_cls: 3.0909, loss: 3.0909 2020-06-17 04:51:33,660 - mmaction - INFO - Epoch [21][320/3134] lr: 0.01000, eta: 1 day, 16:58:19, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5813, loss_cls: 3.1383, loss: 3.1383 2020-06-17 04:51:45,382 - mmaction - INFO - Epoch [21][340/3134] lr: 0.01000, eta: 1 day, 16:58:07, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5469, loss_cls: 3.2991, loss: 3.2991 2020-06-17 04:51:57,133 - mmaction - INFO - Epoch [21][360/3134] lr: 0.01000, eta: 1 day, 16:57:55, time: 0.590, data_time: 0.003, memory: 8339, top1_acc: 0.3594, top5_acc: 0.5844, loss_cls: 3.0426, loss: 3.0426 2020-06-17 04:52:08,803 - mmaction - INFO - Epoch [21][380/3134] lr: 0.01000, eta: 1 day, 16:57:43, time: 0.582, data_time: 0.000, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5750, loss_cls: 3.0968, loss: 3.0968 2020-06-17 04:52:20,475 - mmaction - INFO - Epoch [21][400/3134] lr: 0.01000, eta: 1 day, 16:57:31, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5750, loss_cls: 3.1316, loss: 3.1316 2020-06-17 04:52:32,278 - mmaction - INFO - Epoch [21][420/3134] lr: 0.01000, eta: 1 day, 16:57:19, time: 0.590, data_time: 0.002, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5750, loss_cls: 3.0482, loss: 3.0482 2020-06-17 04:52:44,045 - mmaction - INFO - Epoch [21][440/3134] lr: 0.01000, eta: 1 day, 16:57:07, time: 0.589, data_time: 0.002, memory: 8339, top1_acc: 0.3312, top5_acc: 0.6094, loss_cls: 3.0665, loss: 3.0665 2020-06-17 04:52:55,726 - mmaction - INFO - Epoch [21][460/3134] lr: 0.01000, eta: 1 day, 16:56:55, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5469, loss_cls: 3.1786, loss: 3.1786 2020-06-17 04:53:07,489 - mmaction - INFO - Epoch [21][480/3134] lr: 0.01000, eta: 1 day, 16:56:43, time: 0.589, data_time: 0.003, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5969, loss_cls: 3.1544, loss: 3.1544 2020-06-17 04:53:19,100 - mmaction - INFO - Epoch [21][500/3134] lr: 0.01000, eta: 1 day, 16:56:31, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3312, top5_acc: 0.6125, loss_cls: 3.0407, loss: 3.0407 2020-06-17 04:53:30,773 - mmaction - INFO - Epoch [21][520/3134] lr: 0.01000, eta: 1 day, 16:56:18, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6125, loss_cls: 3.0366, loss: 3.0366 2020-06-17 04:53:42,461 - mmaction - INFO - Epoch [21][540/3134] lr: 0.01000, eta: 1 day, 16:56:06, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6094, loss_cls: 3.0294, loss: 3.0294 2020-06-17 04:53:54,047 - mmaction - INFO - Epoch [21][560/3134] lr: 0.01000, eta: 1 day, 16:55:54, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5969, loss_cls: 3.0337, loss: 3.0337 2020-06-17 04:54:05,773 - mmaction - INFO - Epoch [21][580/3134] lr: 0.01000, eta: 1 day, 16:55:42, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6156, loss_cls: 3.0191, loss: 3.0191 2020-06-17 04:54:17,444 - mmaction - INFO - Epoch [21][600/3134] lr: 0.01000, eta: 1 day, 16:55:30, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5906, loss_cls: 3.0585, loss: 3.0585 2020-06-17 04:54:29,013 - mmaction - INFO - Epoch [21][620/3134] lr: 0.01000, eta: 1 day, 16:55:17, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3625, top5_acc: 0.5906, loss_cls: 3.1953, loss: 3.1953 2020-06-17 04:54:40,699 - mmaction - INFO - Epoch [21][640/3134] lr: 0.01000, eta: 1 day, 16:55:05, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3625, top5_acc: 0.5656, loss_cls: 3.1140, loss: 3.1140 2020-06-17 04:54:52,384 - mmaction - INFO - Epoch [21][660/3134] lr: 0.01000, eta: 1 day, 16:54:53, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5094, loss_cls: 3.2948, loss: 3.2948 2020-06-17 04:55:03,990 - mmaction - INFO - Epoch [21][680/3134] lr: 0.01000, eta: 1 day, 16:54:40, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.3312, top5_acc: 0.6062, loss_cls: 3.0898, loss: 3.0898 2020-06-17 04:55:15,650 - mmaction - INFO - Epoch [21][700/3134] lr: 0.01000, eta: 1 day, 16:54:28, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5469, loss_cls: 3.2226, loss: 3.2226 2020-06-17 04:55:27,276 - mmaction - INFO - Epoch [21][720/3134] lr: 0.01000, eta: 1 day, 16:54:16, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5938, loss_cls: 3.0846, loss: 3.0846 2020-06-17 04:55:38,940 - mmaction - INFO - Epoch [21][740/3134] lr: 0.01000, eta: 1 day, 16:54:03, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5125, loss_cls: 3.3482, loss: 3.3482 2020-06-17 04:55:50,645 - mmaction - INFO - Epoch [21][760/3134] lr: 0.01000, eta: 1 day, 16:53:51, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6531, loss_cls: 2.7279, loss: 2.7279 2020-06-17 04:56:02,241 - mmaction - INFO - Epoch [21][780/3134] lr: 0.01000, eta: 1 day, 16:53:39, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3656, top5_acc: 0.5687, loss_cls: 3.1049, loss: 3.1049 2020-06-17 04:56:13,959 - mmaction - INFO - Epoch [21][800/3134] lr: 0.01000, eta: 1 day, 16:53:27, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3656, top5_acc: 0.5906, loss_cls: 3.0480, loss: 3.0480 2020-06-17 04:56:25,702 - mmaction - INFO - Epoch [21][820/3134] lr: 0.01000, eta: 1 day, 16:53:15, time: 0.589, data_time: 0.003, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5406, loss_cls: 3.0331, loss: 3.0331 2020-06-17 04:56:37,278 - mmaction - INFO - Epoch [21][840/3134] lr: 0.01000, eta: 1 day, 16:53:02, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5844, loss_cls: 3.0877, loss: 3.0877 2020-06-17 04:56:48,938 - mmaction - INFO - Epoch [21][860/3134] lr: 0.01000, eta: 1 day, 16:52:50, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5844, loss_cls: 3.2623, loss: 3.2623 2020-06-17 04:57:00,659 - mmaction - INFO - Epoch [21][880/3134] lr: 0.01000, eta: 1 day, 16:52:38, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6125, loss_cls: 3.0205, loss: 3.0205 2020-06-17 04:57:12,294 - mmaction - INFO - Epoch [21][900/3134] lr: 0.01000, eta: 1 day, 16:52:25, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5750, loss_cls: 3.0585, loss: 3.0585 2020-06-17 04:57:24,002 - mmaction - INFO - Epoch [21][920/3134] lr: 0.01000, eta: 1 day, 16:52:14, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5469, loss_cls: 3.2331, loss: 3.2331 2020-06-17 04:57:35,769 - mmaction - INFO - Epoch [21][940/3134] lr: 0.01000, eta: 1 day, 16:52:02, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5594, loss_cls: 3.2194, loss: 3.2194 2020-06-17 04:57:47,519 - mmaction - INFO - Epoch [21][960/3134] lr: 0.01000, eta: 1 day, 16:51:50, time: 0.589, data_time: 0.003, memory: 8339, top1_acc: 0.3063, top5_acc: 0.6125, loss_cls: 2.9859, loss: 2.9859 2020-06-17 04:57:59,138 - mmaction - INFO - Epoch [21][980/3134] lr: 0.01000, eta: 1 day, 16:51:37, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3344, top5_acc: 0.6031, loss_cls: 3.1991, loss: 3.1991 2020-06-17 04:58:10,741 - mmaction - INFO - Epoch [21][1000/3134] lr: 0.01000, eta: 1 day, 16:51:25, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5656, loss_cls: 3.1527, loss: 3.1527 2020-06-17 04:58:22,342 - mmaction - INFO - Epoch [21][1020/3134] lr: 0.01000, eta: 1 day, 16:51:12, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5813, loss_cls: 3.0539, loss: 3.0539 2020-06-17 04:58:34,050 - mmaction - INFO - Epoch [21][1040/3134] lr: 0.01000, eta: 1 day, 16:51:00, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5656, loss_cls: 3.0321, loss: 3.0321 2020-06-17 04:58:45,641 - mmaction - INFO - Epoch [21][1060/3134] lr: 0.01000, eta: 1 day, 16:50:48, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5781, loss_cls: 3.0759, loss: 3.0759 2020-06-17 04:58:57,244 - mmaction - INFO - Epoch [21][1080/3134] lr: 0.01000, eta: 1 day, 16:50:35, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5500, loss_cls: 3.1997, loss: 3.1997 2020-06-17 04:59:08,991 - mmaction - INFO - Epoch [21][1100/3134] lr: 0.01000, eta: 1 day, 16:50:23, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6062, loss_cls: 2.9838, loss: 2.9838 2020-06-17 04:59:20,606 - mmaction - INFO - Epoch [21][1120/3134] lr: 0.01000, eta: 1 day, 16:50:11, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5813, loss_cls: 3.1574, loss: 3.1574 2020-06-17 04:59:32,213 - mmaction - INFO - Epoch [21][1140/3134] lr: 0.01000, eta: 1 day, 16:49:58, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5500, loss_cls: 3.1897, loss: 3.1897 2020-06-17 04:59:43,898 - mmaction - INFO - Epoch [21][1160/3134] lr: 0.01000, eta: 1 day, 16:49:46, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5813, loss_cls: 3.2080, loss: 3.2080 2020-06-17 04:59:55,506 - mmaction - INFO - Epoch [21][1180/3134] lr: 0.01000, eta: 1 day, 16:49:34, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6250, loss_cls: 2.9252, loss: 2.9252 2020-06-17 05:00:08,959 - mmaction - INFO - Epoch [21][1200/3134] lr: 0.01000, eta: 1 day, 16:49:29, time: 0.671, data_time: 0.002, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6219, loss_cls: 2.9259, loss: 2.9259 2020-06-17 05:00:21,036 - mmaction - INFO - Epoch [21][1220/3134] lr: 0.01000, eta: 1 day, 16:49:18, time: 0.606, data_time: 0.003, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5875, loss_cls: 3.1354, loss: 3.1354 2020-06-17 05:00:32,839 - mmaction - INFO - Epoch [21][1240/3134] lr: 0.01000, eta: 1 day, 16:49:06, time: 0.589, data_time: 0.000, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5312, loss_cls: 3.2761, loss: 3.2761 2020-06-17 05:00:44,856 - mmaction - INFO - Epoch [21][1260/3134] lr: 0.01000, eta: 1 day, 16:48:55, time: 0.600, data_time: 0.004, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5969, loss_cls: 3.0998, loss: 3.0998 2020-06-17 05:00:56,512 - mmaction - INFO - Epoch [21][1280/3134] lr: 0.01000, eta: 1 day, 16:48:43, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5906, loss_cls: 3.0544, loss: 3.0544 2020-06-17 05:01:08,157 - mmaction - INFO - Epoch [21][1300/3134] lr: 0.01000, eta: 1 day, 16:48:31, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5344, loss_cls: 3.3012, loss: 3.3012 2020-06-17 05:01:19,839 - mmaction - INFO - Epoch [21][1320/3134] lr: 0.01000, eta: 1 day, 16:48:19, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5813, loss_cls: 3.0770, loss: 3.0770 2020-06-17 05:01:31,595 - mmaction - INFO - Epoch [21][1340/3134] lr: 0.01000, eta: 1 day, 16:48:07, time: 0.588, data_time: 0.002, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5781, loss_cls: 3.1700, loss: 3.1700 2020-06-17 05:01:43,244 - mmaction - INFO - Epoch [21][1360/3134] lr: 0.01000, eta: 1 day, 16:47:55, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5656, loss_cls: 3.2767, loss: 3.2767 2020-06-17 05:01:54,903 - mmaction - INFO - Epoch [21][1380/3134] lr: 0.01000, eta: 1 day, 16:47:42, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5938, loss_cls: 2.9823, loss: 2.9823 2020-06-17 05:02:06,607 - mmaction - INFO - Epoch [21][1400/3134] lr: 0.01000, eta: 1 day, 16:47:30, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5594, loss_cls: 3.1666, loss: 3.1666 2020-06-17 05:02:18,205 - mmaction - INFO - Epoch [21][1420/3134] lr: 0.01000, eta: 1 day, 16:47:18, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5813, loss_cls: 3.0734, loss: 3.0734 2020-06-17 05:02:29,811 - mmaction - INFO - Epoch [21][1440/3134] lr: 0.01000, eta: 1 day, 16:47:05, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.3688, top5_acc: 0.5813, loss_cls: 3.1493, loss: 3.1493 2020-06-17 05:02:41,385 - mmaction - INFO - Epoch [21][1460/3134] lr: 0.01000, eta: 1 day, 16:46:53, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5875, loss_cls: 3.0991, loss: 3.0991 2020-06-17 05:02:53,199 - mmaction - INFO - Epoch [21][1480/3134] lr: 0.01000, eta: 1 day, 16:46:41, time: 0.591, data_time: 0.004, memory: 8339, top1_acc: 0.3156, top5_acc: 0.6000, loss_cls: 3.0550, loss: 3.0550 2020-06-17 05:03:04,868 - mmaction - INFO - Epoch [21][1500/3134] lr: 0.01000, eta: 1 day, 16:46:29, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5500, loss_cls: 3.2324, loss: 3.2324 2020-06-17 05:03:16,494 - mmaction - INFO - Epoch [21][1520/3134] lr: 0.01000, eta: 1 day, 16:46:17, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5875, loss_cls: 2.9830, loss: 2.9830 2020-06-17 05:03:28,066 - mmaction - INFO - Epoch [21][1540/3134] lr: 0.01000, eta: 1 day, 16:46:04, time: 0.577, data_time: 0.000, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5781, loss_cls: 3.1241, loss: 3.1241 2020-06-17 05:03:39,682 - mmaction - INFO - Epoch [21][1560/3134] lr: 0.01000, eta: 1 day, 16:45:51, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5719, loss_cls: 3.2285, loss: 3.2285 2020-06-17 05:03:51,295 - mmaction - INFO - Epoch [21][1580/3134] lr: 0.01000, eta: 1 day, 16:45:39, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5500, loss_cls: 3.2640, loss: 3.2640 2020-06-17 05:04:03,052 - mmaction - INFO - Epoch [21][1600/3134] lr: 0.01000, eta: 1 day, 16:45:27, time: 0.589, data_time: 0.002, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5563, loss_cls: 3.1008, loss: 3.1008 2020-06-17 05:04:14,733 - mmaction - INFO - Epoch [21][1620/3134] lr: 0.01000, eta: 1 day, 16:45:15, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6000, loss_cls: 2.9763, loss: 2.9763 2020-06-17 05:04:26,465 - mmaction - INFO - Epoch [21][1640/3134] lr: 0.01000, eta: 1 day, 16:45:03, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5687, loss_cls: 3.0889, loss: 3.0889 2020-06-17 05:04:38,052 - mmaction - INFO - Epoch [21][1660/3134] lr: 0.01000, eta: 1 day, 16:44:51, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6125, loss_cls: 3.1143, loss: 3.1143 2020-06-17 05:04:49,711 - mmaction - INFO - Epoch [21][1680/3134] lr: 0.01000, eta: 1 day, 16:44:38, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5563, loss_cls: 3.1650, loss: 3.1650 2020-06-17 05:05:01,369 - mmaction - INFO - Epoch [21][1700/3134] lr: 0.01000, eta: 1 day, 16:44:26, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5375, loss_cls: 3.3811, loss: 3.3811 2020-06-17 05:05:13,118 - mmaction - INFO - Epoch [21][1720/3134] lr: 0.01000, eta: 1 day, 16:44:14, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5656, loss_cls: 3.1014, loss: 3.1014 2020-06-17 05:05:24,746 - mmaction - INFO - Epoch [21][1740/3134] lr: 0.01000, eta: 1 day, 16:44:02, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5875, loss_cls: 3.0108, loss: 3.0108 2020-06-17 05:05:36,353 - mmaction - INFO - Epoch [21][1760/3134] lr: 0.01000, eta: 1 day, 16:43:49, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6188, loss_cls: 2.9708, loss: 2.9708 2020-06-17 05:05:48,019 - mmaction - INFO - Epoch [21][1780/3134] lr: 0.01000, eta: 1 day, 16:43:37, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5500, loss_cls: 3.1684, loss: 3.1684 2020-06-17 05:05:59,659 - mmaction - INFO - Epoch [21][1800/3134] lr: 0.01000, eta: 1 day, 16:43:25, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3312, top5_acc: 0.6000, loss_cls: 3.0030, loss: 3.0030 2020-06-17 05:06:11,300 - mmaction - INFO - Epoch [21][1820/3134] lr: 0.01000, eta: 1 day, 16:43:12, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6125, loss_cls: 2.9717, loss: 2.9717 2020-06-17 05:06:22,977 - mmaction - INFO - Epoch [21][1840/3134] lr: 0.01000, eta: 1 day, 16:43:00, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5656, loss_cls: 3.2351, loss: 3.2351 2020-06-17 05:06:34,693 - mmaction - INFO - Epoch [21][1860/3134] lr: 0.01000, eta: 1 day, 16:42:48, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5563, loss_cls: 3.1493, loss: 3.1493 2020-06-17 05:06:46,327 - mmaction - INFO - Epoch [21][1880/3134] lr: 0.01000, eta: 1 day, 16:42:36, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5563, loss_cls: 3.2842, loss: 3.2842 2020-06-17 05:06:58,084 - mmaction - INFO - Epoch [21][1900/3134] lr: 0.01000, eta: 1 day, 16:42:24, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6125, loss_cls: 3.0197, loss: 3.0197 2020-06-17 05:07:09,792 - mmaction - INFO - Epoch [21][1920/3134] lr: 0.01000, eta: 1 day, 16:42:12, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5750, loss_cls: 3.1279, loss: 3.1279 2020-06-17 05:07:21,385 - mmaction - INFO - Epoch [21][1940/3134] lr: 0.01000, eta: 1 day, 16:41:59, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3219, top5_acc: 0.6000, loss_cls: 3.0268, loss: 3.0268 2020-06-17 05:07:33,119 - mmaction - INFO - Epoch [21][1960/3134] lr: 0.01000, eta: 1 day, 16:41:47, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5687, loss_cls: 3.1188, loss: 3.1188 2020-06-17 05:07:44,813 - mmaction - INFO - Epoch [21][1980/3134] lr: 0.01000, eta: 1 day, 16:41:35, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5656, loss_cls: 3.2261, loss: 3.2261 2020-06-17 05:07:56,535 - mmaction - INFO - Epoch [21][2000/3134] lr: 0.01000, eta: 1 day, 16:41:23, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.3312, top5_acc: 0.6125, loss_cls: 2.9110, loss: 2.9110 2020-06-17 05:08:08,203 - mmaction - INFO - Epoch [21][2020/3134] lr: 0.01000, eta: 1 day, 16:41:11, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6000, loss_cls: 3.0777, loss: 3.0777 2020-06-17 05:08:19,839 - mmaction - INFO - Epoch [21][2040/3134] lr: 0.01000, eta: 1 day, 16:40:59, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5969, loss_cls: 3.1053, loss: 3.1053 2020-06-17 05:08:31,521 - mmaction - INFO - Epoch [21][2060/3134] lr: 0.01000, eta: 1 day, 16:40:47, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6438, loss_cls: 2.9045, loss: 2.9045 2020-06-17 05:08:43,282 - mmaction - INFO - Epoch [21][2080/3134] lr: 0.01000, eta: 1 day, 16:40:35, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5875, loss_cls: 3.1670, loss: 3.1670 2020-06-17 05:08:54,990 - mmaction - INFO - Epoch [21][2100/3134] lr: 0.01000, eta: 1 day, 16:40:23, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5750, loss_cls: 3.0020, loss: 3.0020 2020-06-17 05:09:06,636 - mmaction - INFO - Epoch [21][2120/3134] lr: 0.01000, eta: 1 day, 16:40:11, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.2906, top5_acc: 0.6125, loss_cls: 3.0932, loss: 3.0932 2020-06-17 05:09:18,273 - mmaction - INFO - Epoch [21][2140/3134] lr: 0.01000, eta: 1 day, 16:39:58, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5969, loss_cls: 3.0622, loss: 3.0622 2020-06-17 05:09:30,098 - mmaction - INFO - Epoch [21][2160/3134] lr: 0.01000, eta: 1 day, 16:39:47, time: 0.592, data_time: 0.002, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6125, loss_cls: 3.0742, loss: 3.0742 2020-06-17 05:09:41,778 - mmaction - INFO - Epoch [21][2180/3134] lr: 0.01000, eta: 1 day, 16:39:34, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5875, loss_cls: 2.9957, loss: 2.9957 2020-06-17 05:09:53,476 - mmaction - INFO - Epoch [21][2200/3134] lr: 0.01000, eta: 1 day, 16:39:22, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5687, loss_cls: 3.1584, loss: 3.1584 2020-06-17 05:10:05,064 - mmaction - INFO - Epoch [21][2220/3134] lr: 0.01000, eta: 1 day, 16:39:10, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5719, loss_cls: 3.1552, loss: 3.1552 2020-06-17 05:10:16,735 - mmaction - INFO - Epoch [21][2240/3134] lr: 0.01000, eta: 1 day, 16:38:58, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5844, loss_cls: 3.0670, loss: 3.0670 2020-06-17 05:10:28,390 - mmaction - INFO - Epoch [21][2260/3134] lr: 0.01000, eta: 1 day, 16:38:45, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6000, loss_cls: 3.0239, loss: 3.0239 2020-06-17 05:10:39,968 - mmaction - INFO - Epoch [21][2280/3134] lr: 0.01000, eta: 1 day, 16:38:33, time: 0.577, data_time: 0.004, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6281, loss_cls: 3.0113, loss: 3.0113 2020-06-17 05:10:51,597 - mmaction - INFO - Epoch [21][2300/3134] lr: 0.01000, eta: 1 day, 16:38:21, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5938, loss_cls: 3.0374, loss: 3.0374 2020-06-17 05:11:03,151 - mmaction - INFO - Epoch [21][2320/3134] lr: 0.01000, eta: 1 day, 16:38:08, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5969, loss_cls: 3.1507, loss: 3.1507 2020-06-17 05:11:14,897 - mmaction - INFO - Epoch [21][2340/3134] lr: 0.01000, eta: 1 day, 16:37:56, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3812, top5_acc: 0.6094, loss_cls: 2.9860, loss: 2.9860 2020-06-17 05:11:26,498 - mmaction - INFO - Epoch [21][2360/3134] lr: 0.01000, eta: 1 day, 16:37:44, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5719, loss_cls: 3.1344, loss: 3.1344 2020-06-17 05:11:38,129 - mmaction - INFO - Epoch [21][2380/3134] lr: 0.01000, eta: 1 day, 16:37:31, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5687, loss_cls: 3.1046, loss: 3.1046 2020-06-17 05:11:49,739 - mmaction - INFO - Epoch [21][2400/3134] lr: 0.01000, eta: 1 day, 16:37:19, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5656, loss_cls: 3.1155, loss: 3.1155 2020-06-17 05:12:01,372 - mmaction - INFO - Epoch [21][2420/3134] lr: 0.01000, eta: 1 day, 16:37:06, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5719, loss_cls: 3.0573, loss: 3.0573 2020-06-17 05:12:12,966 - mmaction - INFO - Epoch [21][2440/3134] lr: 0.01000, eta: 1 day, 16:36:54, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6031, loss_cls: 3.0834, loss: 3.0834 2020-06-17 05:12:24,548 - mmaction - INFO - Epoch [21][2460/3134] lr: 0.01000, eta: 1 day, 16:36:42, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5656, loss_cls: 3.2383, loss: 3.2383 2020-06-17 05:12:36,217 - mmaction - INFO - Epoch [21][2480/3134] lr: 0.01000, eta: 1 day, 16:36:29, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5437, loss_cls: 3.3761, loss: 3.3761 2020-06-17 05:12:47,884 - mmaction - INFO - Epoch [21][2500/3134] lr: 0.01000, eta: 1 day, 16:36:17, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5656, loss_cls: 3.1409, loss: 3.1409 2020-06-17 05:12:59,557 - mmaction - INFO - Epoch [21][2520/3134] lr: 0.01000, eta: 1 day, 16:36:05, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5594, loss_cls: 3.2418, loss: 3.2418 2020-06-17 05:13:11,235 - mmaction - INFO - Epoch [21][2540/3134] lr: 0.01000, eta: 1 day, 16:35:53, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5656, loss_cls: 3.2316, loss: 3.2316 2020-06-17 05:13:22,875 - mmaction - INFO - Epoch [21][2560/3134] lr: 0.01000, eta: 1 day, 16:35:40, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5875, loss_cls: 3.1450, loss: 3.1450 2020-06-17 05:13:34,503 - mmaction - INFO - Epoch [21][2580/3134] lr: 0.01000, eta: 1 day, 16:35:28, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5594, loss_cls: 3.1384, loss: 3.1384 2020-06-17 05:13:46,295 - mmaction - INFO - Epoch [21][2600/3134] lr: 0.01000, eta: 1 day, 16:35:16, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5813, loss_cls: 3.1404, loss: 3.1404 2020-06-17 05:13:57,962 - mmaction - INFO - Epoch [21][2620/3134] lr: 0.01000, eta: 1 day, 16:35:04, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5531, loss_cls: 3.2004, loss: 3.2004 2020-06-17 05:14:09,639 - mmaction - INFO - Epoch [21][2640/3134] lr: 0.01000, eta: 1 day, 16:34:52, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5594, loss_cls: 3.2032, loss: 3.2032 2020-06-17 05:14:21,314 - mmaction - INFO - Epoch [21][2660/3134] lr: 0.01000, eta: 1 day, 16:34:40, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5219, loss_cls: 3.3765, loss: 3.3765 2020-06-17 05:14:32,942 - mmaction - INFO - Epoch [21][2680/3134] lr: 0.01000, eta: 1 day, 16:34:28, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5750, loss_cls: 3.2501, loss: 3.2501 2020-06-17 05:14:44,563 - mmaction - INFO - Epoch [21][2700/3134] lr: 0.01000, eta: 1 day, 16:34:15, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5906, loss_cls: 2.9919, loss: 2.9919 2020-06-17 05:14:56,156 - mmaction - INFO - Epoch [21][2720/3134] lr: 0.01000, eta: 1 day, 16:34:03, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.3656, top5_acc: 0.5875, loss_cls: 3.0672, loss: 3.0672 2020-06-17 05:15:07,803 - mmaction - INFO - Epoch [21][2740/3134] lr: 0.01000, eta: 1 day, 16:33:50, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5813, loss_cls: 3.1251, loss: 3.1251 2020-06-17 05:15:19,486 - mmaction - INFO - Epoch [21][2760/3134] lr: 0.01000, eta: 1 day, 16:33:38, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5844, loss_cls: 3.1379, loss: 3.1379 2020-06-17 05:15:31,278 - mmaction - INFO - Epoch [21][2780/3134] lr: 0.01000, eta: 1 day, 16:33:26, time: 0.589, data_time: 0.004, memory: 8339, top1_acc: 0.3250, top5_acc: 0.6281, loss_cls: 2.9139, loss: 2.9139 2020-06-17 05:15:42,846 - mmaction - INFO - Epoch [21][2800/3134] lr: 0.01000, eta: 1 day, 16:33:14, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5437, loss_cls: 3.2141, loss: 3.2141 2020-06-17 05:15:54,462 - mmaction - INFO - Epoch [21][2820/3134] lr: 0.01000, eta: 1 day, 16:33:02, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5906, loss_cls: 3.0391, loss: 3.0391 2020-06-17 05:16:06,155 - mmaction - INFO - Epoch [21][2840/3134] lr: 0.01000, eta: 1 day, 16:32:49, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5906, loss_cls: 3.0510, loss: 3.0510 2020-06-17 05:16:17,778 - mmaction - INFO - Epoch [21][2860/3134] lr: 0.01000, eta: 1 day, 16:32:37, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6031, loss_cls: 3.0273, loss: 3.0273 2020-06-17 05:16:29,412 - mmaction - INFO - Epoch [21][2880/3134] lr: 0.01000, eta: 1 day, 16:32:25, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5656, loss_cls: 3.2792, loss: 3.2792 2020-06-17 05:16:41,195 - mmaction - INFO - Epoch [21][2900/3134] lr: 0.01000, eta: 1 day, 16:32:13, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.3656, top5_acc: 0.5938, loss_cls: 3.0409, loss: 3.0409 2020-06-17 05:16:52,859 - mmaction - INFO - Epoch [21][2920/3134] lr: 0.01000, eta: 1 day, 16:32:01, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6250, loss_cls: 2.9145, loss: 2.9145 2020-06-17 05:17:04,493 - mmaction - INFO - Epoch [21][2940/3134] lr: 0.01000, eta: 1 day, 16:31:48, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5687, loss_cls: 3.2181, loss: 3.2181 2020-06-17 05:17:16,166 - mmaction - INFO - Epoch [21][2960/3134] lr: 0.01000, eta: 1 day, 16:31:36, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5687, loss_cls: 3.2034, loss: 3.2034 2020-06-17 05:17:27,777 - mmaction - INFO - Epoch [21][2980/3134] lr: 0.01000, eta: 1 day, 16:31:24, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3344, top5_acc: 0.6031, loss_cls: 3.0667, loss: 3.0667 2020-06-17 05:17:39,468 - mmaction - INFO - Epoch [21][3000/3134] lr: 0.01000, eta: 1 day, 16:31:12, time: 0.584, data_time: 0.000, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5687, loss_cls: 3.1382, loss: 3.1382 2020-06-17 05:17:51,041 - mmaction - INFO - Epoch [21][3020/3134] lr: 0.01000, eta: 1 day, 16:30:59, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6000, loss_cls: 2.9833, loss: 2.9833 2020-06-17 05:18:02,737 - mmaction - INFO - Epoch [21][3040/3134] lr: 0.01000, eta: 1 day, 16:30:47, time: 0.583, data_time: 0.000, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5625, loss_cls: 3.1323, loss: 3.1323 2020-06-17 05:18:14,455 - mmaction - INFO - Epoch [21][3060/3134] lr: 0.01000, eta: 1 day, 16:30:35, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5844, loss_cls: 3.1479, loss: 3.1479 2020-06-17 05:18:26,168 - mmaction - INFO - Epoch [21][3080/3134] lr: 0.01000, eta: 1 day, 16:30:23, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5844, loss_cls: 3.1419, loss: 3.1419 2020-06-17 05:18:37,782 - mmaction - INFO - Epoch [21][3100/3134] lr: 0.01000, eta: 1 day, 16:30:11, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5906, loss_cls: 3.0953, loss: 3.0953 2020-06-17 05:18:49,439 - mmaction - INFO - Epoch [21][3120/3134] lr: 0.01000, eta: 1 day, 16:29:58, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5781, loss_cls: 3.0860, loss: 3.0860 2020-06-17 05:19:28,690 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-17 05:19:29,947 - mmaction - INFO - top1_acc 0.2378 top5_acc 0.4806 2020-06-17 05:19:29,964 - mmaction - INFO - Epoch [21][3134/3134] lr: 0.01000, top1_acc: 0.2378, top5_acc: 0.4806 2020-06-17 05:19:45,314 - mmaction - INFO - Epoch [22][20/3134] lr: 0.01000, eta: 1 day, 16:29:21, time: 0.765, data_time: 0.190, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5687, loss_cls: 3.1749, loss: 3.1749 2020-06-17 05:19:56,903 - mmaction - INFO - Epoch [22][40/3134] lr: 0.01000, eta: 1 day, 16:29:08, time: 0.579, data_time: 0.005, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5969, loss_cls: 3.1544, loss: 3.1544 2020-06-17 05:20:08,701 - mmaction - INFO - Epoch [22][60/3134] lr: 0.01000, eta: 1 day, 16:28:57, time: 0.591, data_time: 0.003, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6375, loss_cls: 2.9301, loss: 2.9301 2020-06-17 05:20:20,256 - mmaction - INFO - Epoch [22][80/3134] lr: 0.01000, eta: 1 day, 16:28:44, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5437, loss_cls: 3.2119, loss: 3.2119 2020-06-17 05:20:31,935 - mmaction - INFO - Epoch [22][100/3134] lr: 0.01000, eta: 1 day, 16:28:32, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6438, loss_cls: 2.8431, loss: 2.8431 2020-06-17 05:20:43,643 - mmaction - INFO - Epoch [22][120/3134] lr: 0.01000, eta: 1 day, 16:28:20, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5906, loss_cls: 2.9749, loss: 2.9749 2020-06-17 05:20:55,251 - mmaction - INFO - Epoch [22][140/3134] lr: 0.01000, eta: 1 day, 16:28:07, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5687, loss_cls: 3.1561, loss: 3.1561 2020-06-17 05:21:07,044 - mmaction - INFO - Epoch [22][160/3134] lr: 0.01000, eta: 1 day, 16:27:56, time: 0.590, data_time: 0.004, memory: 8339, top1_acc: 0.3812, top5_acc: 0.5969, loss_cls: 2.9940, loss: 2.9940 2020-06-17 05:21:18,739 - mmaction - INFO - Epoch [22][180/3134] lr: 0.01000, eta: 1 day, 16:27:44, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5250, loss_cls: 3.2621, loss: 3.2621 2020-06-17 05:21:30,336 - mmaction - INFO - Epoch [22][200/3134] lr: 0.01000, eta: 1 day, 16:27:31, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5563, loss_cls: 3.0972, loss: 3.0972 2020-06-17 05:21:41,941 - mmaction - INFO - Epoch [22][220/3134] lr: 0.01000, eta: 1 day, 16:27:19, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5750, loss_cls: 3.1449, loss: 3.1449 2020-06-17 05:21:53,553 - mmaction - INFO - Epoch [22][240/3134] lr: 0.01000, eta: 1 day, 16:27:06, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6125, loss_cls: 2.9234, loss: 2.9234 2020-06-17 05:22:05,242 - mmaction - INFO - Epoch [22][260/3134] lr: 0.01000, eta: 1 day, 16:26:54, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6250, loss_cls: 2.8724, loss: 2.8724 2020-06-17 05:22:16,930 - mmaction - INFO - Epoch [22][280/3134] lr: 0.01000, eta: 1 day, 16:26:42, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3156, top5_acc: 0.6406, loss_cls: 3.0304, loss: 3.0304 2020-06-17 05:22:28,562 - mmaction - INFO - Epoch [22][300/3134] lr: 0.01000, eta: 1 day, 16:26:30, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5656, loss_cls: 3.2010, loss: 3.2010 2020-06-17 05:22:40,246 - mmaction - INFO - Epoch [22][320/3134] lr: 0.01000, eta: 1 day, 16:26:18, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6188, loss_cls: 2.9337, loss: 2.9337 2020-06-17 05:22:51,952 - mmaction - INFO - Epoch [22][340/3134] lr: 0.01000, eta: 1 day, 16:26:06, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5844, loss_cls: 2.9976, loss: 2.9976 2020-06-17 05:23:03,558 - mmaction - INFO - Epoch [22][360/3134] lr: 0.01000, eta: 1 day, 16:25:53, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5750, loss_cls: 3.0424, loss: 3.0424 2020-06-17 05:23:15,235 - mmaction - INFO - Epoch [22][380/3134] lr: 0.01000, eta: 1 day, 16:25:41, time: 0.582, data_time: 0.000, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5875, loss_cls: 3.0996, loss: 3.0996 2020-06-17 05:23:26,870 - mmaction - INFO - Epoch [22][400/3134] lr: 0.01000, eta: 1 day, 16:25:29, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6250, loss_cls: 2.9442, loss: 2.9442 2020-06-17 05:23:38,616 - mmaction - INFO - Epoch [22][420/3134] lr: 0.01000, eta: 1 day, 16:25:17, time: 0.589, data_time: 0.003, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6125, loss_cls: 3.0812, loss: 3.0812 2020-06-17 05:23:50,253 - mmaction - INFO - Epoch [22][440/3134] lr: 0.01000, eta: 1 day, 16:25:05, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5406, loss_cls: 3.2562, loss: 3.2562 2020-06-17 05:24:02,072 - mmaction - INFO - Epoch [22][460/3134] lr: 0.01000, eta: 1 day, 16:24:53, time: 0.590, data_time: 0.004, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5531, loss_cls: 3.2011, loss: 3.2011 2020-06-17 05:24:13,767 - mmaction - INFO - Epoch [22][480/3134] lr: 0.01000, eta: 1 day, 16:24:41, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5781, loss_cls: 3.2009, loss: 3.2009 2020-06-17 05:24:25,472 - mmaction - INFO - Epoch [22][500/3134] lr: 0.01000, eta: 1 day, 16:24:29, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5969, loss_cls: 3.0223, loss: 3.0223 2020-06-17 05:24:37,163 - mmaction - INFO - Epoch [22][520/3134] lr: 0.01000, eta: 1 day, 16:24:17, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5781, loss_cls: 3.1237, loss: 3.1237 2020-06-17 05:24:48,777 - mmaction - INFO - Epoch [22][540/3134] lr: 0.01000, eta: 1 day, 16:24:04, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3594, top5_acc: 0.5781, loss_cls: 3.0043, loss: 3.0043 2020-06-17 05:25:00,463 - mmaction - INFO - Epoch [22][560/3134] lr: 0.01000, eta: 1 day, 16:23:52, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5938, loss_cls: 2.9784, loss: 2.9784 2020-06-17 05:25:12,171 - mmaction - INFO - Epoch [22][580/3134] lr: 0.01000, eta: 1 day, 16:23:40, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5625, loss_cls: 3.3243, loss: 3.3243 2020-06-17 05:25:23,865 - mmaction - INFO - Epoch [22][600/3134] lr: 0.01000, eta: 1 day, 16:23:28, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5750, loss_cls: 3.1273, loss: 3.1273 2020-06-17 05:25:35,571 - mmaction - INFO - Epoch [22][620/3134] lr: 0.01000, eta: 1 day, 16:23:16, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5687, loss_cls: 3.0858, loss: 3.0858 2020-06-17 05:25:47,222 - mmaction - INFO - Epoch [22][640/3134] lr: 0.01000, eta: 1 day, 16:23:04, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5406, loss_cls: 3.2471, loss: 3.2471 2020-06-17 05:25:58,947 - mmaction - INFO - Epoch [22][660/3134] lr: 0.01000, eta: 1 day, 16:22:52, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5656, loss_cls: 3.1513, loss: 3.1513 2020-06-17 05:26:10,519 - mmaction - INFO - Epoch [22][680/3134] lr: 0.01000, eta: 1 day, 16:22:40, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5563, loss_cls: 3.1758, loss: 3.1758 2020-06-17 05:26:22,166 - mmaction - INFO - Epoch [22][700/3134] lr: 0.01000, eta: 1 day, 16:22:27, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3844, top5_acc: 0.6031, loss_cls: 2.9462, loss: 2.9462 2020-06-17 05:26:33,904 - mmaction - INFO - Epoch [22][720/3134] lr: 0.01000, eta: 1 day, 16:22:15, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5625, loss_cls: 3.0781, loss: 3.0781 2020-06-17 05:26:45,491 - mmaction - INFO - Epoch [22][740/3134] lr: 0.01000, eta: 1 day, 16:22:03, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5844, loss_cls: 3.1782, loss: 3.1782 2020-06-17 05:26:57,334 - mmaction - INFO - Epoch [22][760/3134] lr: 0.01000, eta: 1 day, 16:21:51, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5563, loss_cls: 3.1652, loss: 3.1652 2020-06-17 05:27:08,933 - mmaction - INFO - Epoch [22][780/3134] lr: 0.01000, eta: 1 day, 16:21:39, time: 0.584, data_time: 0.005, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5719, loss_cls: 3.1608, loss: 3.1608 2020-06-17 05:27:20,672 - mmaction - INFO - Epoch [22][800/3134] lr: 0.01000, eta: 1 day, 16:21:27, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6188, loss_cls: 3.0013, loss: 3.0013 2020-06-17 05:27:32,403 - mmaction - INFO - Epoch [22][820/3134] lr: 0.01000, eta: 1 day, 16:21:15, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3719, top5_acc: 0.5875, loss_cls: 2.9508, loss: 2.9508 2020-06-17 05:27:44,083 - mmaction - INFO - Epoch [22][840/3134] lr: 0.01000, eta: 1 day, 16:21:03, time: 0.588, data_time: 0.005, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5906, loss_cls: 3.1429, loss: 3.1429 2020-06-17 05:27:55,704 - mmaction - INFO - Epoch [22][860/3134] lr: 0.01000, eta: 1 day, 16:20:51, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6438, loss_cls: 2.9434, loss: 2.9434 2020-06-17 05:28:07,402 - mmaction - INFO - Epoch [22][880/3134] lr: 0.01000, eta: 1 day, 16:20:39, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5750, loss_cls: 3.1030, loss: 3.1030 2020-06-17 05:28:19,126 - mmaction - INFO - Epoch [22][900/3134] lr: 0.01000, eta: 1 day, 16:20:27, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5687, loss_cls: 3.1865, loss: 3.1865 2020-06-17 05:28:30,689 - mmaction - INFO - Epoch [22][920/3134] lr: 0.01000, eta: 1 day, 16:20:14, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5719, loss_cls: 3.2659, loss: 3.2659 2020-06-17 05:28:42,372 - mmaction - INFO - Epoch [22][940/3134] lr: 0.01000, eta: 1 day, 16:20:02, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5344, loss_cls: 3.2257, loss: 3.2257 2020-06-17 05:28:53,992 - mmaction - INFO - Epoch [22][960/3134] lr: 0.01000, eta: 1 day, 16:19:50, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5813, loss_cls: 3.1652, loss: 3.1652 2020-06-17 05:29:05,609 - mmaction - INFO - Epoch [22][980/3134] lr: 0.01000, eta: 1 day, 16:19:37, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6000, loss_cls: 2.9402, loss: 2.9402 2020-06-17 05:29:17,288 - mmaction - INFO - Epoch [22][1000/3134] lr: 0.01000, eta: 1 day, 16:19:25, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3187, top5_acc: 0.6000, loss_cls: 3.1294, loss: 3.1294 2020-06-17 05:29:28,961 - mmaction - INFO - Epoch [22][1020/3134] lr: 0.01000, eta: 1 day, 16:19:13, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3594, top5_acc: 0.5906, loss_cls: 2.9073, loss: 2.9073 2020-06-17 05:29:40,608 - mmaction - INFO - Epoch [22][1040/3134] lr: 0.01000, eta: 1 day, 16:19:01, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5844, loss_cls: 3.0553, loss: 3.0553 2020-06-17 05:29:52,363 - mmaction - INFO - Epoch [22][1060/3134] lr: 0.01000, eta: 1 day, 16:18:49, time: 0.590, data_time: 0.004, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5844, loss_cls: 3.1113, loss: 3.1113 2020-06-17 05:30:04,023 - mmaction - INFO - Epoch [22][1080/3134] lr: 0.01000, eta: 1 day, 16:18:37, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6031, loss_cls: 2.9863, loss: 2.9863 2020-06-17 05:30:15,791 - mmaction - INFO - Epoch [22][1100/3134] lr: 0.01000, eta: 1 day, 16:18:25, time: 0.589, data_time: 0.003, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5500, loss_cls: 3.2426, loss: 3.2426 2020-06-17 05:30:27,365 - mmaction - INFO - Epoch [22][1120/3134] lr: 0.01000, eta: 1 day, 16:18:12, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5687, loss_cls: 3.0654, loss: 3.0654 2020-06-17 05:30:39,007 - mmaction - INFO - Epoch [22][1140/3134] lr: 0.01000, eta: 1 day, 16:18:00, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5875, loss_cls: 3.1632, loss: 3.1632 2020-06-17 05:30:50,594 - mmaction - INFO - Epoch [22][1160/3134] lr: 0.01000, eta: 1 day, 16:17:48, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3594, top5_acc: 0.5938, loss_cls: 3.0274, loss: 3.0274 2020-06-17 05:31:02,317 - mmaction - INFO - Epoch [22][1180/3134] lr: 0.01000, eta: 1 day, 16:17:36, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6125, loss_cls: 2.9402, loss: 2.9402 2020-06-17 05:31:14,012 - mmaction - INFO - Epoch [22][1200/3134] lr: 0.01000, eta: 1 day, 16:17:24, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3125, top5_acc: 0.6000, loss_cls: 3.0825, loss: 3.0825 2020-06-17 05:31:25,612 - mmaction - INFO - Epoch [22][1220/3134] lr: 0.01000, eta: 1 day, 16:17:11, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.2969, top5_acc: 0.6031, loss_cls: 3.0416, loss: 3.0416 2020-06-17 05:31:37,337 - mmaction - INFO - Epoch [22][1240/3134] lr: 0.01000, eta: 1 day, 16:16:59, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.2719, top5_acc: 0.4969, loss_cls: 3.3215, loss: 3.3215 2020-06-17 05:31:48,980 - mmaction - INFO - Epoch [22][1260/3134] lr: 0.01000, eta: 1 day, 16:16:47, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5563, loss_cls: 3.2892, loss: 3.2892 2020-06-17 05:32:00,686 - mmaction - INFO - Epoch [22][1280/3134] lr: 0.01000, eta: 1 day, 16:16:35, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5531, loss_cls: 3.1862, loss: 3.1862 2020-06-17 05:32:12,240 - mmaction - INFO - Epoch [22][1300/3134] lr: 0.01000, eta: 1 day, 16:16:22, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5656, loss_cls: 3.1676, loss: 3.1676 2020-06-17 05:32:23,804 - mmaction - INFO - Epoch [22][1320/3134] lr: 0.01000, eta: 1 day, 16:16:10, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6000, loss_cls: 3.0885, loss: 3.0885 2020-06-17 05:32:35,407 - mmaction - INFO - Epoch [22][1340/3134] lr: 0.01000, eta: 1 day, 16:15:58, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5594, loss_cls: 3.2702, loss: 3.2702 2020-06-17 05:32:46,934 - mmaction - INFO - Epoch [22][1360/3134] lr: 0.01000, eta: 1 day, 16:15:45, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5437, loss_cls: 3.2710, loss: 3.2710 2020-06-17 05:32:58,656 - mmaction - INFO - Epoch [22][1380/3134] lr: 0.01000, eta: 1 day, 16:15:33, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5875, loss_cls: 3.1511, loss: 3.1511 2020-06-17 05:33:10,395 - mmaction - INFO - Epoch [22][1400/3134] lr: 0.01000, eta: 1 day, 16:15:21, time: 0.590, data_time: 0.005, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5875, loss_cls: 3.1138, loss: 3.1138 2020-06-17 05:33:22,016 - mmaction - INFO - Epoch [22][1420/3134] lr: 0.01000, eta: 1 day, 16:15:09, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5719, loss_cls: 3.1713, loss: 3.1713 2020-06-17 05:33:33,634 - mmaction - INFO - Epoch [22][1440/3134] lr: 0.01000, eta: 1 day, 16:14:56, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3688, top5_acc: 0.5469, loss_cls: 3.1884, loss: 3.1884 2020-06-17 05:33:45,387 - mmaction - INFO - Epoch [22][1460/3134] lr: 0.01000, eta: 1 day, 16:14:44, time: 0.589, data_time: 0.002, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5437, loss_cls: 3.3425, loss: 3.3425 2020-06-17 05:33:57,017 - mmaction - INFO - Epoch [22][1480/3134] lr: 0.01000, eta: 1 day, 16:14:32, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6219, loss_cls: 2.9309, loss: 2.9309 2020-06-17 05:34:08,729 - mmaction - INFO - Epoch [22][1500/3134] lr: 0.01000, eta: 1 day, 16:14:20, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5437, loss_cls: 3.2849, loss: 3.2849 2020-06-17 05:34:20,357 - mmaction - INFO - Epoch [22][1520/3134] lr: 0.01000, eta: 1 day, 16:14:08, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5781, loss_cls: 3.1564, loss: 3.1564 2020-06-17 05:34:32,025 - mmaction - INFO - Epoch [22][1540/3134] lr: 0.01000, eta: 1 day, 16:13:56, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5875, loss_cls: 3.1932, loss: 3.1932 2020-06-17 05:34:43,720 - mmaction - INFO - Epoch [22][1560/3134] lr: 0.01000, eta: 1 day, 16:13:44, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5875, loss_cls: 3.1426, loss: 3.1426 2020-06-17 05:34:55,404 - mmaction - INFO - Epoch [22][1580/3134] lr: 0.01000, eta: 1 day, 16:13:31, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3688, top5_acc: 0.5906, loss_cls: 2.9148, loss: 2.9148 2020-06-17 05:35:07,177 - mmaction - INFO - Epoch [22][1600/3134] lr: 0.01000, eta: 1 day, 16:13:20, time: 0.590, data_time: 0.004, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5563, loss_cls: 3.1325, loss: 3.1325 2020-06-17 05:35:18,718 - mmaction - INFO - Epoch [22][1620/3134] lr: 0.01000, eta: 1 day, 16:13:07, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6312, loss_cls: 2.8965, loss: 2.8965 2020-06-17 05:35:30,349 - mmaction - INFO - Epoch [22][1640/3134] lr: 0.01000, eta: 1 day, 16:12:55, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5875, loss_cls: 2.9824, loss: 2.9824 2020-06-17 05:35:42,104 - mmaction - INFO - Epoch [22][1660/3134] lr: 0.01000, eta: 1 day, 16:12:43, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5344, loss_cls: 3.1158, loss: 3.1158 2020-06-17 05:35:53,820 - mmaction - INFO - Epoch [22][1680/3134] lr: 0.01000, eta: 1 day, 16:12:31, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5750, loss_cls: 3.0493, loss: 3.0493 2020-06-17 05:36:05,579 - mmaction - INFO - Epoch [22][1700/3134] lr: 0.01000, eta: 1 day, 16:12:19, time: 0.588, data_time: 0.002, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5563, loss_cls: 3.1690, loss: 3.1690 2020-06-17 05:36:17,324 - mmaction - INFO - Epoch [22][1720/3134] lr: 0.01000, eta: 1 day, 16:12:07, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.3781, top5_acc: 0.5844, loss_cls: 3.0934, loss: 3.0934 2020-06-17 05:36:28,977 - mmaction - INFO - Epoch [22][1740/3134] lr: 0.01000, eta: 1 day, 16:11:55, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6000, loss_cls: 3.0962, loss: 3.0962 2020-06-17 05:36:40,570 - mmaction - INFO - Epoch [22][1760/3134] lr: 0.01000, eta: 1 day, 16:11:43, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5813, loss_cls: 3.0844, loss: 3.0844 2020-06-17 05:36:52,297 - mmaction - INFO - Epoch [22][1780/3134] lr: 0.01000, eta: 1 day, 16:11:31, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5656, loss_cls: 3.2952, loss: 3.2952 2020-06-17 05:37:03,959 - mmaction - INFO - Epoch [22][1800/3134] lr: 0.01000, eta: 1 day, 16:11:19, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5875, loss_cls: 3.0763, loss: 3.0763 2020-06-17 05:37:15,558 - mmaction - INFO - Epoch [22][1820/3134] lr: 0.01000, eta: 1 day, 16:11:06, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5687, loss_cls: 3.0392, loss: 3.0392 2020-06-17 05:37:27,252 - mmaction - INFO - Epoch [22][1840/3134] lr: 0.01000, eta: 1 day, 16:10:54, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5781, loss_cls: 3.1043, loss: 3.1043 2020-06-17 05:37:38,980 - mmaction - INFO - Epoch [22][1860/3134] lr: 0.01000, eta: 1 day, 16:10:42, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5969, loss_cls: 3.1825, loss: 3.1825 2020-06-17 05:37:50,580 - mmaction - INFO - Epoch [22][1880/3134] lr: 0.01000, eta: 1 day, 16:10:30, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6156, loss_cls: 3.0031, loss: 3.0031 2020-06-17 05:38:02,293 - mmaction - INFO - Epoch [22][1900/3134] lr: 0.01000, eta: 1 day, 16:10:18, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5563, loss_cls: 3.2194, loss: 3.2194 2020-06-17 05:38:13,953 - mmaction - INFO - Epoch [22][1920/3134] lr: 0.01000, eta: 1 day, 16:10:06, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6156, loss_cls: 2.9192, loss: 2.9192 2020-06-17 05:38:25,573 - mmaction - INFO - Epoch [22][1940/3134] lr: 0.01000, eta: 1 day, 16:09:53, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5844, loss_cls: 3.0902, loss: 3.0902 2020-06-17 05:38:37,222 - mmaction - INFO - Epoch [22][1960/3134] lr: 0.01000, eta: 1 day, 16:09:41, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6094, loss_cls: 2.9199, loss: 2.9199 2020-06-17 05:38:48,932 - mmaction - INFO - Epoch [22][1980/3134] lr: 0.01000, eta: 1 day, 16:09:29, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5656, loss_cls: 3.2235, loss: 3.2235 2020-06-17 05:39:00,658 - mmaction - INFO - Epoch [22][2000/3134] lr: 0.01000, eta: 1 day, 16:09:17, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.3844, top5_acc: 0.5969, loss_cls: 2.9866, loss: 2.9866 2020-06-17 05:39:12,396 - mmaction - INFO - Epoch [22][2020/3134] lr: 0.01000, eta: 1 day, 16:09:05, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6062, loss_cls: 3.0167, loss: 3.0167 2020-06-17 05:39:24,043 - mmaction - INFO - Epoch [22][2040/3134] lr: 0.01000, eta: 1 day, 16:08:53, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5281, loss_cls: 3.3771, loss: 3.3771 2020-06-17 05:39:35,665 - mmaction - INFO - Epoch [22][2060/3134] lr: 0.01000, eta: 1 day, 16:08:41, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5938, loss_cls: 3.2244, loss: 3.2244 2020-06-17 05:39:47,387 - mmaction - INFO - Epoch [22][2080/3134] lr: 0.01000, eta: 1 day, 16:08:28, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5750, loss_cls: 3.2104, loss: 3.2104 2020-06-17 05:39:59,115 - mmaction - INFO - Epoch [22][2100/3134] lr: 0.01000, eta: 1 day, 16:08:17, time: 0.589, data_time: 0.005, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5813, loss_cls: 3.1575, loss: 3.1575 2020-06-17 05:40:10,854 - mmaction - INFO - Epoch [22][2120/3134] lr: 0.01000, eta: 1 day, 16:08:05, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5531, loss_cls: 3.3880, loss: 3.3880 2020-06-17 05:40:22,565 - mmaction - INFO - Epoch [22][2140/3134] lr: 0.01000, eta: 1 day, 16:07:53, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.3625, top5_acc: 0.5781, loss_cls: 3.0090, loss: 3.0090 2020-06-17 05:40:34,281 - mmaction - INFO - Epoch [22][2160/3134] lr: 0.01000, eta: 1 day, 16:07:41, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5344, loss_cls: 3.2187, loss: 3.2187 2020-06-17 05:40:45,845 - mmaction - INFO - Epoch [22][2180/3134] lr: 0.01000, eta: 1 day, 16:07:28, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5469, loss_cls: 3.2707, loss: 3.2707 2020-06-17 05:40:57,627 - mmaction - INFO - Epoch [22][2200/3134] lr: 0.01000, eta: 1 day, 16:07:17, time: 0.589, data_time: 0.003, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5719, loss_cls: 3.1809, loss: 3.1809 2020-06-17 05:41:09,428 - mmaction - INFO - Epoch [22][2220/3134] lr: 0.01000, eta: 1 day, 16:07:05, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5375, loss_cls: 3.2530, loss: 3.2530 2020-06-17 05:41:21,051 - mmaction - INFO - Epoch [22][2240/3134] lr: 0.01000, eta: 1 day, 16:06:53, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5750, loss_cls: 3.2035, loss: 3.2035 2020-06-17 05:41:32,763 - mmaction - INFO - Epoch [22][2260/3134] lr: 0.01000, eta: 1 day, 16:06:41, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5219, loss_cls: 3.2440, loss: 3.2440 2020-06-17 05:41:44,341 - mmaction - INFO - Epoch [22][2280/3134] lr: 0.01000, eta: 1 day, 16:06:28, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5687, loss_cls: 3.1416, loss: 3.1416 2020-06-17 05:41:56,028 - mmaction - INFO - Epoch [22][2300/3134] lr: 0.01000, eta: 1 day, 16:06:16, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5563, loss_cls: 3.1890, loss: 3.1890 2020-06-17 05:42:07,678 - mmaction - INFO - Epoch [22][2320/3134] lr: 0.01000, eta: 1 day, 16:06:04, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5531, loss_cls: 3.1496, loss: 3.1496 2020-06-17 05:42:19,415 - mmaction - INFO - Epoch [22][2340/3134] lr: 0.01000, eta: 1 day, 16:05:52, time: 0.589, data_time: 0.003, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5344, loss_cls: 3.2285, loss: 3.2285 2020-06-17 05:42:31,017 - mmaction - INFO - Epoch [22][2360/3134] lr: 0.01000, eta: 1 day, 16:05:40, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.3344, top5_acc: 0.6000, loss_cls: 3.1325, loss: 3.1325 2020-06-17 05:42:42,773 - mmaction - INFO - Epoch [22][2380/3134] lr: 0.01000, eta: 1 day, 16:05:28, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5625, loss_cls: 3.2609, loss: 3.2609 2020-06-17 05:42:54,489 - mmaction - INFO - Epoch [22][2400/3134] lr: 0.01000, eta: 1 day, 16:05:16, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6156, loss_cls: 3.0014, loss: 3.0014 2020-06-17 05:43:06,151 - mmaction - INFO - Epoch [22][2420/3134] lr: 0.01000, eta: 1 day, 16:05:04, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5469, loss_cls: 3.2815, loss: 3.2815 2020-06-17 05:43:17,836 - mmaction - INFO - Epoch [22][2440/3134] lr: 0.01000, eta: 1 day, 16:04:52, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5813, loss_cls: 3.0850, loss: 3.0850 2020-06-17 05:43:29,602 - mmaction - INFO - Epoch [22][2460/3134] lr: 0.01000, eta: 1 day, 16:04:40, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.3594, top5_acc: 0.5969, loss_cls: 2.9511, loss: 2.9511 2020-06-17 05:43:41,270 - mmaction - INFO - Epoch [22][2480/3134] lr: 0.01000, eta: 1 day, 16:04:28, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5594, loss_cls: 3.1593, loss: 3.1593 2020-06-17 05:43:52,922 - mmaction - INFO - Epoch [22][2500/3134] lr: 0.01000, eta: 1 day, 16:04:15, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6125, loss_cls: 3.0392, loss: 3.0392 2020-06-17 05:44:04,590 - mmaction - INFO - Epoch [22][2520/3134] lr: 0.01000, eta: 1 day, 16:04:03, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3688, top5_acc: 0.5656, loss_cls: 3.0707, loss: 3.0707 2020-06-17 05:44:16,212 - mmaction - INFO - Epoch [22][2540/3134] lr: 0.01000, eta: 1 day, 16:03:51, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5687, loss_cls: 3.1079, loss: 3.1079 2020-06-17 05:44:27,896 - mmaction - INFO - Epoch [22][2560/3134] lr: 0.01000, eta: 1 day, 16:03:39, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5781, loss_cls: 3.2229, loss: 3.2229 2020-06-17 05:44:39,505 - mmaction - INFO - Epoch [22][2580/3134] lr: 0.01000, eta: 1 day, 16:03:27, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3594, top5_acc: 0.5969, loss_cls: 3.0509, loss: 3.0509 2020-06-17 05:44:51,098 - mmaction - INFO - Epoch [22][2600/3134] lr: 0.01000, eta: 1 day, 16:03:14, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5594, loss_cls: 3.3082, loss: 3.3082 2020-06-17 05:45:02,878 - mmaction - INFO - Epoch [22][2620/3134] lr: 0.01000, eta: 1 day, 16:03:02, time: 0.589, data_time: 0.004, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5437, loss_cls: 3.1949, loss: 3.1949 2020-06-17 05:45:14,478 - mmaction - INFO - Epoch [22][2640/3134] lr: 0.01000, eta: 1 day, 16:02:50, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5437, loss_cls: 3.2172, loss: 3.2172 2020-06-17 05:45:26,059 - mmaction - INFO - Epoch [22][2660/3134] lr: 0.01000, eta: 1 day, 16:02:37, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5750, loss_cls: 3.0773, loss: 3.0773 2020-06-17 05:45:37,707 - mmaction - INFO - Epoch [22][2680/3134] lr: 0.01000, eta: 1 day, 16:02:25, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3281, top5_acc: 0.6031, loss_cls: 3.1098, loss: 3.1098 2020-06-17 05:45:49,341 - mmaction - INFO - Epoch [22][2700/3134] lr: 0.01000, eta: 1 day, 16:02:13, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3812, top5_acc: 0.6219, loss_cls: 2.8680, loss: 2.8680 2020-06-17 05:46:00,990 - mmaction - INFO - Epoch [22][2720/3134] lr: 0.01000, eta: 1 day, 16:02:01, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5469, loss_cls: 3.1689, loss: 3.1689 2020-06-17 05:46:12,661 - mmaction - INFO - Epoch [22][2740/3134] lr: 0.01000, eta: 1 day, 16:01:49, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5406, loss_cls: 3.4171, loss: 3.4171 2020-06-17 05:46:24,327 - mmaction - INFO - Epoch [22][2760/3134] lr: 0.01000, eta: 1 day, 16:01:36, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6062, loss_cls: 2.9286, loss: 2.9286 2020-06-17 05:46:35,993 - mmaction - INFO - Epoch [22][2780/3134] lr: 0.01000, eta: 1 day, 16:01:24, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5406, loss_cls: 3.2917, loss: 3.2917 2020-06-17 05:46:47,639 - mmaction - INFO - Epoch [22][2800/3134] lr: 0.01000, eta: 1 day, 16:01:12, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3281, top5_acc: 0.6000, loss_cls: 3.0300, loss: 3.0300 2020-06-17 05:46:59,276 - mmaction - INFO - Epoch [22][2820/3134] lr: 0.01000, eta: 1 day, 16:01:00, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5406, loss_cls: 3.3061, loss: 3.3061 2020-06-17 05:47:10,848 - mmaction - INFO - Epoch [22][2840/3134] lr: 0.01000, eta: 1 day, 16:00:47, time: 0.578, data_time: 0.004, memory: 8339, top1_acc: 0.2969, top5_acc: 0.6031, loss_cls: 3.0099, loss: 3.0099 2020-06-17 05:47:22,524 - mmaction - INFO - Epoch [22][2860/3134] lr: 0.01000, eta: 1 day, 16:00:35, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6094, loss_cls: 3.1379, loss: 3.1379 2020-06-17 05:47:34,053 - mmaction - INFO - Epoch [22][2880/3134] lr: 0.01000, eta: 1 day, 16:00:23, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6188, loss_cls: 2.8970, loss: 2.8970 2020-06-17 05:47:45,692 - mmaction - INFO - Epoch [22][2900/3134] lr: 0.01000, eta: 1 day, 16:00:10, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5813, loss_cls: 3.1758, loss: 3.1758 2020-06-17 05:47:57,302 - mmaction - INFO - Epoch [22][2920/3134] lr: 0.01000, eta: 1 day, 15:59:58, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5781, loss_cls: 3.0731, loss: 3.0731 2020-06-17 05:48:08,880 - mmaction - INFO - Epoch [22][2940/3134] lr: 0.01000, eta: 1 day, 15:59:46, time: 0.577, data_time: 0.000, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5687, loss_cls: 3.2269, loss: 3.2269 2020-06-17 05:48:20,565 - mmaction - INFO - Epoch [22][2960/3134] lr: 0.01000, eta: 1 day, 15:59:34, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6188, loss_cls: 2.9039, loss: 2.9039 2020-06-17 05:48:32,207 - mmaction - INFO - Epoch [22][2980/3134] lr: 0.01000, eta: 1 day, 15:59:21, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5969, loss_cls: 2.9449, loss: 2.9449 2020-06-17 05:48:43,784 - mmaction - INFO - Epoch [22][3000/3134] lr: 0.01000, eta: 1 day, 15:59:09, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5781, loss_cls: 3.2252, loss: 3.2252 2020-06-17 05:48:55,345 - mmaction - INFO - Epoch [22][3020/3134] lr: 0.01000, eta: 1 day, 15:58:56, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5969, loss_cls: 2.9190, loss: 2.9190 2020-06-17 05:49:07,109 - mmaction - INFO - Epoch [22][3040/3134] lr: 0.01000, eta: 1 day, 15:58:45, time: 0.589, data_time: 0.002, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5875, loss_cls: 3.0570, loss: 3.0570 2020-06-17 05:49:18,748 - mmaction - INFO - Epoch [22][3060/3134] lr: 0.01000, eta: 1 day, 15:58:32, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5906, loss_cls: 3.2075, loss: 3.2075 2020-06-17 05:49:30,415 - mmaction - INFO - Epoch [22][3080/3134] lr: 0.01000, eta: 1 day, 15:58:20, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3250, top5_acc: 0.6062, loss_cls: 3.1138, loss: 3.1138 2020-06-17 05:49:42,006 - mmaction - INFO - Epoch [22][3100/3134] lr: 0.01000, eta: 1 day, 15:58:08, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5281, loss_cls: 3.1945, loss: 3.1945 2020-06-17 05:49:53,546 - mmaction - INFO - Epoch [22][3120/3134] lr: 0.01000, eta: 1 day, 15:57:55, time: 0.577, data_time: 0.000, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5781, loss_cls: 3.1368, loss: 3.1368 2020-06-17 05:50:29,019 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-17 05:50:30,286 - mmaction - INFO - top1_acc 0.2327 top5_acc 0.4755 2020-06-17 05:50:30,308 - mmaction - INFO - Epoch [22][3134/3134] lr: 0.01000, top1_acc: 0.2327, top5_acc: 0.4755 2020-06-17 05:50:45,566 - mmaction - INFO - Epoch [23][20/3134] lr: 0.01000, eta: 1 day, 15:57:18, time: 0.761, data_time: 0.179, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6469, loss_cls: 2.7089, loss: 2.7089 2020-06-17 05:50:57,192 - mmaction - INFO - Epoch [23][40/3134] lr: 0.01000, eta: 1 day, 15:57:06, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3688, top5_acc: 0.5594, loss_cls: 3.1353, loss: 3.1353 2020-06-17 05:51:08,812 - mmaction - INFO - Epoch [23][60/3134] lr: 0.01000, eta: 1 day, 15:56:54, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5938, loss_cls: 3.0382, loss: 3.0382 2020-06-17 05:51:20,519 - mmaction - INFO - Epoch [23][80/3134] lr: 0.01000, eta: 1 day, 15:56:42, time: 0.583, data_time: 0.000, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6375, loss_cls: 2.7636, loss: 2.7636 2020-06-17 05:51:32,138 - mmaction - INFO - Epoch [23][100/3134] lr: 0.01000, eta: 1 day, 15:56:29, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5813, loss_cls: 3.0483, loss: 3.0483 2020-06-17 05:51:43,756 - mmaction - INFO - Epoch [23][120/3134] lr: 0.01000, eta: 1 day, 15:56:17, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5656, loss_cls: 3.1198, loss: 3.1198 2020-06-17 05:51:55,359 - mmaction - INFO - Epoch [23][140/3134] lr: 0.01000, eta: 1 day, 15:56:05, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5750, loss_cls: 3.1088, loss: 3.1088 2020-06-17 05:52:07,101 - mmaction - INFO - Epoch [23][160/3134] lr: 0.01000, eta: 1 day, 15:55:53, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5875, loss_cls: 3.1060, loss: 3.1060 2020-06-17 05:52:18,761 - mmaction - INFO - Epoch [23][180/3134] lr: 0.01000, eta: 1 day, 15:55:41, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5906, loss_cls: 3.0259, loss: 3.0259 2020-06-17 05:52:30,366 - mmaction - INFO - Epoch [23][200/3134] lr: 0.01000, eta: 1 day, 15:55:28, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3625, top5_acc: 0.5906, loss_cls: 3.0268, loss: 3.0268 2020-06-17 05:52:42,057 - mmaction - INFO - Epoch [23][220/3134] lr: 0.01000, eta: 1 day, 15:55:16, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6156, loss_cls: 3.0253, loss: 3.0253 2020-06-17 05:52:53,743 - mmaction - INFO - Epoch [23][240/3134] lr: 0.01000, eta: 1 day, 15:55:04, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5469, loss_cls: 3.2281, loss: 3.2281 2020-06-17 05:53:05,277 - mmaction - INFO - Epoch [23][260/3134] lr: 0.01000, eta: 1 day, 15:54:52, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6188, loss_cls: 2.9469, loss: 2.9469 2020-06-17 05:53:17,065 - mmaction - INFO - Epoch [23][280/3134] lr: 0.01000, eta: 1 day, 15:54:40, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5844, loss_cls: 3.1740, loss: 3.1740 2020-06-17 05:53:28,816 - mmaction - INFO - Epoch [23][300/3134] lr: 0.01000, eta: 1 day, 15:54:28, time: 0.589, data_time: 0.003, memory: 8339, top1_acc: 0.3844, top5_acc: 0.6188, loss_cls: 2.9749, loss: 2.9749 2020-06-17 05:53:40,453 - mmaction - INFO - Epoch [23][320/3134] lr: 0.01000, eta: 1 day, 15:54:16, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6531, loss_cls: 2.9019, loss: 2.9019 2020-06-17 05:53:52,097 - mmaction - INFO - Epoch [23][340/3134] lr: 0.01000, eta: 1 day, 15:54:04, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5781, loss_cls: 3.0135, loss: 3.0135 2020-06-17 05:54:03,792 - mmaction - INFO - Epoch [23][360/3134] lr: 0.01000, eta: 1 day, 15:53:52, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.3344, top5_acc: 0.6406, loss_cls: 2.9011, loss: 2.9011 2020-06-17 05:54:15,471 - mmaction - INFO - Epoch [23][380/3134] lr: 0.01000, eta: 1 day, 15:53:40, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5687, loss_cls: 3.1312, loss: 3.1312 2020-06-17 05:54:27,104 - mmaction - INFO - Epoch [23][400/3134] lr: 0.01000, eta: 1 day, 15:53:27, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.2562, top5_acc: 0.5375, loss_cls: 3.3962, loss: 3.3962 2020-06-17 05:54:38,844 - mmaction - INFO - Epoch [23][420/3134] lr: 0.01000, eta: 1 day, 15:53:15, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5969, loss_cls: 3.0150, loss: 3.0150 2020-06-17 05:54:50,515 - mmaction - INFO - Epoch [23][440/3134] lr: 0.01000, eta: 1 day, 15:53:03, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5687, loss_cls: 3.2039, loss: 3.2039 2020-06-17 05:55:02,186 - mmaction - INFO - Epoch [23][460/3134] lr: 0.01000, eta: 1 day, 15:52:51, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5938, loss_cls: 2.9978, loss: 2.9978 2020-06-17 05:55:13,803 - mmaction - INFO - Epoch [23][480/3134] lr: 0.01000, eta: 1 day, 15:52:39, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6062, loss_cls: 2.9701, loss: 2.9701 2020-06-17 05:55:25,501 - mmaction - INFO - Epoch [23][500/3134] lr: 0.01000, eta: 1 day, 15:52:27, time: 0.585, data_time: 0.000, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5437, loss_cls: 3.2157, loss: 3.2157 2020-06-17 05:55:37,181 - mmaction - INFO - Epoch [23][520/3134] lr: 0.01000, eta: 1 day, 15:52:15, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5750, loss_cls: 3.0546, loss: 3.0546 2020-06-17 05:55:48,858 - mmaction - INFO - Epoch [23][540/3134] lr: 0.01000, eta: 1 day, 15:52:03, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5594, loss_cls: 3.1202, loss: 3.1202 2020-06-17 05:56:00,511 - mmaction - INFO - Epoch [23][560/3134] lr: 0.01000, eta: 1 day, 15:51:51, time: 0.582, data_time: 0.000, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5844, loss_cls: 3.1251, loss: 3.1251 2020-06-17 05:56:12,194 - mmaction - INFO - Epoch [23][580/3134] lr: 0.01000, eta: 1 day, 15:51:38, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5781, loss_cls: 3.2885, loss: 3.2885 2020-06-17 05:56:23,960 - mmaction - INFO - Epoch [23][600/3134] lr: 0.01000, eta: 1 day, 15:51:27, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6281, loss_cls: 2.8342, loss: 2.8342 2020-06-17 05:56:35,743 - mmaction - INFO - Epoch [23][620/3134] lr: 0.01000, eta: 1 day, 15:51:15, time: 0.590, data_time: 0.004, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5844, loss_cls: 3.0876, loss: 3.0876 2020-06-17 05:56:47,421 - mmaction - INFO - Epoch [23][640/3134] lr: 0.01000, eta: 1 day, 15:51:03, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3312, top5_acc: 0.6000, loss_cls: 2.9910, loss: 2.9910 2020-06-17 05:56:59,095 - mmaction - INFO - Epoch [23][660/3134] lr: 0.01000, eta: 1 day, 15:50:51, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3719, top5_acc: 0.5938, loss_cls: 3.0640, loss: 3.0640 2020-06-17 05:57:10,792 - mmaction - INFO - Epoch [23][680/3134] lr: 0.01000, eta: 1 day, 15:50:39, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5906, loss_cls: 3.1600, loss: 3.1600 2020-06-17 05:57:22,339 - mmaction - INFO - Epoch [23][700/3134] lr: 0.01000, eta: 1 day, 15:50:26, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6375, loss_cls: 2.8524, loss: 2.8524 2020-06-17 05:57:34,054 - mmaction - INFO - Epoch [23][720/3134] lr: 0.01000, eta: 1 day, 15:50:14, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6062, loss_cls: 3.0312, loss: 3.0312 2020-06-17 05:57:45,775 - mmaction - INFO - Epoch [23][740/3134] lr: 0.01000, eta: 1 day, 15:50:02, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5813, loss_cls: 3.0361, loss: 3.0361 2020-06-17 05:57:57,410 - mmaction - INFO - Epoch [23][760/3134] lr: 0.01000, eta: 1 day, 15:49:50, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5375, loss_cls: 3.2560, loss: 3.2560 2020-06-17 05:58:08,969 - mmaction - INFO - Epoch [23][780/3134] lr: 0.01000, eta: 1 day, 15:49:38, time: 0.577, data_time: 0.000, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6094, loss_cls: 3.0626, loss: 3.0626 2020-06-17 05:58:20,659 - mmaction - INFO - Epoch [23][800/3134] lr: 0.01000, eta: 1 day, 15:49:26, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5719, loss_cls: 3.1697, loss: 3.1697 2020-06-17 05:58:32,324 - mmaction - INFO - Epoch [23][820/3134] lr: 0.01000, eta: 1 day, 15:49:13, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5781, loss_cls: 3.1059, loss: 3.1059 2020-06-17 05:58:43,938 - mmaction - INFO - Epoch [23][840/3134] lr: 0.01000, eta: 1 day, 15:49:01, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5687, loss_cls: 3.1599, loss: 3.1599 2020-06-17 05:58:55,673 - mmaction - INFO - Epoch [23][860/3134] lr: 0.01000, eta: 1 day, 15:48:49, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.2687, top5_acc: 0.5594, loss_cls: 3.3018, loss: 3.3018 2020-06-17 05:59:07,268 - mmaction - INFO - Epoch [23][880/3134] lr: 0.01000, eta: 1 day, 15:48:37, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5250, loss_cls: 3.1257, loss: 3.1257 2020-06-17 05:59:18,914 - mmaction - INFO - Epoch [23][900/3134] lr: 0.01000, eta: 1 day, 15:48:25, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6438, loss_cls: 2.9103, loss: 2.9103 2020-06-17 05:59:30,600 - mmaction - INFO - Epoch [23][920/3134] lr: 0.01000, eta: 1 day, 15:48:13, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5625, loss_cls: 3.2373, loss: 3.2373 2020-06-17 05:59:42,221 - mmaction - INFO - Epoch [23][940/3134] lr: 0.01000, eta: 1 day, 15:48:00, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5781, loss_cls: 3.1414, loss: 3.1414 2020-06-17 05:59:53,834 - mmaction - INFO - Epoch [23][960/3134] lr: 0.01000, eta: 1 day, 15:47:48, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3344, top5_acc: 0.6000, loss_cls: 2.9821, loss: 2.9821 2020-06-17 06:00:05,501 - mmaction - INFO - Epoch [23][980/3134] lr: 0.01000, eta: 1 day, 15:47:36, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5781, loss_cls: 3.1486, loss: 3.1486 2020-06-17 06:00:17,666 - mmaction - INFO - Epoch [23][1000/3134] lr: 0.01000, eta: 1 day, 15:47:26, time: 0.610, data_time: 0.004, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5781, loss_cls: 3.0271, loss: 3.0271 2020-06-17 06:00:29,763 - mmaction - INFO - Epoch [23][1020/3134] lr: 0.01000, eta: 1 day, 15:47:15, time: 0.606, data_time: 0.002, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5687, loss_cls: 3.1895, loss: 3.1895 2020-06-17 06:00:41,589 - mmaction - INFO - Epoch [23][1040/3134] lr: 0.01000, eta: 1 day, 15:47:03, time: 0.590, data_time: 0.003, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5969, loss_cls: 3.1122, loss: 3.1122 2020-06-17 06:00:53,287 - mmaction - INFO - Epoch [23][1060/3134] lr: 0.01000, eta: 1 day, 15:46:51, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3625, top5_acc: 0.5687, loss_cls: 3.1335, loss: 3.1335 2020-06-17 06:01:04,908 - mmaction - INFO - Epoch [23][1080/3134] lr: 0.01000, eta: 1 day, 15:46:39, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5813, loss_cls: 3.1369, loss: 3.1369 2020-06-17 06:01:16,570 - mmaction - INFO - Epoch [23][1100/3134] lr: 0.01000, eta: 1 day, 15:46:27, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5906, loss_cls: 3.0412, loss: 3.0412 2020-06-17 06:01:28,233 - mmaction - INFO - Epoch [23][1120/3134] lr: 0.01000, eta: 1 day, 15:46:15, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6750, loss_cls: 2.8469, loss: 2.8469 2020-06-17 06:01:39,875 - mmaction - INFO - Epoch [23][1140/3134] lr: 0.01000, eta: 1 day, 15:46:03, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3281, top5_acc: 0.6094, loss_cls: 2.9833, loss: 2.9833 2020-06-17 06:01:51,500 - mmaction - INFO - Epoch [23][1160/3134] lr: 0.01000, eta: 1 day, 15:45:50, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5813, loss_cls: 3.0818, loss: 3.0818 2020-06-17 06:02:03,139 - mmaction - INFO - Epoch [23][1180/3134] lr: 0.01000, eta: 1 day, 15:45:38, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3812, top5_acc: 0.6281, loss_cls: 2.9255, loss: 2.9255 2020-06-17 06:02:14,862 - mmaction - INFO - Epoch [23][1200/3134] lr: 0.01000, eta: 1 day, 15:45:26, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5375, loss_cls: 3.1985, loss: 3.1985 2020-06-17 06:02:26,507 - mmaction - INFO - Epoch [23][1220/3134] lr: 0.01000, eta: 1 day, 15:45:14, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3344, top5_acc: 0.6250, loss_cls: 3.0735, loss: 3.0735 2020-06-17 06:02:38,166 - mmaction - INFO - Epoch [23][1240/3134] lr: 0.01000, eta: 1 day, 15:45:02, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.2719, top5_acc: 0.6062, loss_cls: 3.0675, loss: 3.0675 2020-06-17 06:02:49,913 - mmaction - INFO - Epoch [23][1260/3134] lr: 0.01000, eta: 1 day, 15:44:50, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5969, loss_cls: 3.0690, loss: 3.0690 2020-06-17 06:03:01,606 - mmaction - INFO - Epoch [23][1280/3134] lr: 0.01000, eta: 1 day, 15:44:38, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6094, loss_cls: 2.9948, loss: 2.9948 2020-06-17 06:03:13,257 - mmaction - INFO - Epoch [23][1300/3134] lr: 0.01000, eta: 1 day, 15:44:26, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5719, loss_cls: 3.1490, loss: 3.1490 2020-06-17 06:03:24,877 - mmaction - INFO - Epoch [23][1320/3134] lr: 0.01000, eta: 1 day, 15:44:14, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5906, loss_cls: 3.0856, loss: 3.0856 2020-06-17 06:03:36,582 - mmaction - INFO - Epoch [23][1340/3134] lr: 0.01000, eta: 1 day, 15:44:02, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6250, loss_cls: 2.9748, loss: 2.9748 2020-06-17 06:03:48,230 - mmaction - INFO - Epoch [23][1360/3134] lr: 0.01000, eta: 1 day, 15:43:49, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5594, loss_cls: 3.3100, loss: 3.3100 2020-06-17 06:03:59,828 - mmaction - INFO - Epoch [23][1380/3134] lr: 0.01000, eta: 1 day, 15:43:37, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5719, loss_cls: 3.0710, loss: 3.0710 2020-06-17 06:04:11,386 - mmaction - INFO - Epoch [23][1400/3134] lr: 0.01000, eta: 1 day, 15:43:25, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5719, loss_cls: 3.1397, loss: 3.1397 2020-06-17 06:04:23,074 - mmaction - INFO - Epoch [23][1420/3134] lr: 0.01000, eta: 1 day, 15:43:12, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5687, loss_cls: 3.1481, loss: 3.1481 2020-06-17 06:04:34,712 - mmaction - INFO - Epoch [23][1440/3134] lr: 0.01000, eta: 1 day, 15:43:00, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5875, loss_cls: 3.1527, loss: 3.1527 2020-06-17 06:04:46,324 - mmaction - INFO - Epoch [23][1460/3134] lr: 0.01000, eta: 1 day, 15:42:48, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5375, loss_cls: 3.1649, loss: 3.1649 2020-06-17 06:04:57,956 - mmaction - INFO - Epoch [23][1480/3134] lr: 0.01000, eta: 1 day, 15:42:36, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5281, loss_cls: 3.3590, loss: 3.3590 2020-06-17 06:05:09,707 - mmaction - INFO - Epoch [23][1500/3134] lr: 0.01000, eta: 1 day, 15:42:24, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5656, loss_cls: 3.1908, loss: 3.1908 2020-06-17 06:05:21,370 - mmaction - INFO - Epoch [23][1520/3134] lr: 0.01000, eta: 1 day, 15:42:12, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3156, top5_acc: 0.6125, loss_cls: 2.9970, loss: 2.9970 2020-06-17 06:05:33,057 - mmaction - INFO - Epoch [23][1540/3134] lr: 0.01000, eta: 1 day, 15:42:00, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5813, loss_cls: 3.0362, loss: 3.0362 2020-06-17 06:05:44,680 - mmaction - INFO - Epoch [23][1560/3134] lr: 0.01000, eta: 1 day, 15:41:47, time: 0.584, data_time: 0.005, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6031, loss_cls: 3.1119, loss: 3.1119 2020-06-17 06:05:56,262 - mmaction - INFO - Epoch [23][1580/3134] lr: 0.01000, eta: 1 day, 15:41:35, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6031, loss_cls: 3.0050, loss: 3.0050 2020-06-17 06:06:07,996 - mmaction - INFO - Epoch [23][1600/3134] lr: 0.01000, eta: 1 day, 15:41:23, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5938, loss_cls: 3.0885, loss: 3.0885 2020-06-17 06:06:19,631 - mmaction - INFO - Epoch [23][1620/3134] lr: 0.01000, eta: 1 day, 15:41:11, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5500, loss_cls: 3.3037, loss: 3.3037 2020-06-17 06:06:31,191 - mmaction - INFO - Epoch [23][1640/3134] lr: 0.01000, eta: 1 day, 15:40:59, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6375, loss_cls: 2.8906, loss: 2.8906 2020-06-17 06:06:42,974 - mmaction - INFO - Epoch [23][1660/3134] lr: 0.01000, eta: 1 day, 15:40:47, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.2719, top5_acc: 0.5125, loss_cls: 3.5677, loss: 3.5677 2020-06-17 06:06:54,666 - mmaction - INFO - Epoch [23][1680/3134] lr: 0.01000, eta: 1 day, 15:40:35, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5906, loss_cls: 3.0154, loss: 3.0154 2020-06-17 06:07:06,279 - mmaction - INFO - Epoch [23][1700/3134] lr: 0.01000, eta: 1 day, 15:40:22, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5594, loss_cls: 3.2753, loss: 3.2753 2020-06-17 06:07:17,913 - mmaction - INFO - Epoch [23][1720/3134] lr: 0.01000, eta: 1 day, 15:40:10, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5969, loss_cls: 3.0049, loss: 3.0049 2020-06-17 06:07:29,595 - mmaction - INFO - Epoch [23][1740/3134] lr: 0.01000, eta: 1 day, 15:39:58, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5469, loss_cls: 3.1300, loss: 3.1300 2020-06-17 06:07:41,155 - mmaction - INFO - Epoch [23][1760/3134] lr: 0.01000, eta: 1 day, 15:39:46, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3656, top5_acc: 0.5938, loss_cls: 2.9990, loss: 2.9990 2020-06-17 06:07:52,815 - mmaction - INFO - Epoch [23][1780/3134] lr: 0.01000, eta: 1 day, 15:39:34, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3594, top5_acc: 0.5906, loss_cls: 3.0886, loss: 3.0886 2020-06-17 06:08:04,419 - mmaction - INFO - Epoch [23][1800/3134] lr: 0.01000, eta: 1 day, 15:39:21, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5844, loss_cls: 3.0723, loss: 3.0723 2020-06-17 06:08:15,979 - mmaction - INFO - Epoch [23][1820/3134] lr: 0.01000, eta: 1 day, 15:39:09, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.3969, top5_acc: 0.6344, loss_cls: 2.8364, loss: 2.8364 2020-06-17 06:08:27,534 - mmaction - INFO - Epoch [23][1840/3134] lr: 0.01000, eta: 1 day, 15:38:56, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5656, loss_cls: 3.0697, loss: 3.0697 2020-06-17 06:08:39,229 - mmaction - INFO - Epoch [23][1860/3134] lr: 0.01000, eta: 1 day, 15:38:44, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6656, loss_cls: 2.8936, loss: 2.8936 2020-06-17 06:08:50,842 - mmaction - INFO - Epoch [23][1880/3134] lr: 0.01000, eta: 1 day, 15:38:32, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5938, loss_cls: 3.0054, loss: 3.0054 2020-06-17 06:09:02,489 - mmaction - INFO - Epoch [23][1900/3134] lr: 0.01000, eta: 1 day, 15:38:20, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5813, loss_cls: 2.9919, loss: 2.9919 2020-06-17 06:09:14,125 - mmaction - INFO - Epoch [23][1920/3134] lr: 0.01000, eta: 1 day, 15:38:08, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5938, loss_cls: 3.0198, loss: 3.0198 2020-06-17 06:09:25,797 - mmaction - INFO - Epoch [23][1940/3134] lr: 0.01000, eta: 1 day, 15:37:55, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5844, loss_cls: 3.1170, loss: 3.1170 2020-06-17 06:09:37,464 - mmaction - INFO - Epoch [23][1960/3134] lr: 0.01000, eta: 1 day, 15:37:43, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5813, loss_cls: 3.1786, loss: 3.1786 2020-06-17 06:09:48,982 - mmaction - INFO - Epoch [23][1980/3134] lr: 0.01000, eta: 1 day, 15:37:31, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5813, loss_cls: 3.1611, loss: 3.1611 2020-06-17 06:10:00,702 - mmaction - INFO - Epoch [23][2000/3134] lr: 0.01000, eta: 1 day, 15:37:19, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5750, loss_cls: 3.2994, loss: 3.2994 2020-06-17 06:10:12,320 - mmaction - INFO - Epoch [23][2020/3134] lr: 0.01000, eta: 1 day, 15:37:07, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5813, loss_cls: 3.0617, loss: 3.0617 2020-06-17 06:10:23,905 - mmaction - INFO - Epoch [23][2040/3134] lr: 0.01000, eta: 1 day, 15:36:54, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.2656, top5_acc: 0.5250, loss_cls: 3.3367, loss: 3.3367 2020-06-17 06:10:35,516 - mmaction - INFO - Epoch [23][2060/3134] lr: 0.01000, eta: 1 day, 15:36:42, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5656, loss_cls: 3.1113, loss: 3.1113 2020-06-17 06:10:47,139 - mmaction - INFO - Epoch [23][2080/3134] lr: 0.01000, eta: 1 day, 15:36:30, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6312, loss_cls: 2.9884, loss: 2.9884 2020-06-17 06:10:58,805 - mmaction - INFO - Epoch [23][2100/3134] lr: 0.01000, eta: 1 day, 15:36:17, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5750, loss_cls: 3.0952, loss: 3.0952 2020-06-17 06:11:10,539 - mmaction - INFO - Epoch [23][2120/3134] lr: 0.01000, eta: 1 day, 15:36:06, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3187, top5_acc: 0.6188, loss_cls: 3.1301, loss: 3.1301 2020-06-17 06:11:22,195 - mmaction - INFO - Epoch [23][2140/3134] lr: 0.01000, eta: 1 day, 15:35:54, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5938, loss_cls: 3.0770, loss: 3.0770 2020-06-17 06:11:33,923 - mmaction - INFO - Epoch [23][2160/3134] lr: 0.01000, eta: 1 day, 15:35:42, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6125, loss_cls: 3.0378, loss: 3.0378 2020-06-17 06:11:45,464 - mmaction - INFO - Epoch [23][2180/3134] lr: 0.01000, eta: 1 day, 15:35:29, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5531, loss_cls: 3.2428, loss: 3.2428 2020-06-17 06:11:57,073 - mmaction - INFO - Epoch [23][2200/3134] lr: 0.01000, eta: 1 day, 15:35:17, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5437, loss_cls: 3.3351, loss: 3.3351 2020-06-17 06:12:08,740 - mmaction - INFO - Epoch [23][2220/3134] lr: 0.01000, eta: 1 day, 15:35:05, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6250, loss_cls: 2.8857, loss: 2.8857 2020-06-17 06:12:20,355 - mmaction - INFO - Epoch [23][2240/3134] lr: 0.01000, eta: 1 day, 15:34:52, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5375, loss_cls: 3.3033, loss: 3.3033 2020-06-17 06:12:32,022 - mmaction - INFO - Epoch [23][2260/3134] lr: 0.01000, eta: 1 day, 15:34:40, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.2719, top5_acc: 0.4875, loss_cls: 3.4659, loss: 3.4659 2020-06-17 06:12:43,652 - mmaction - INFO - Epoch [23][2280/3134] lr: 0.01000, eta: 1 day, 15:34:28, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5250, loss_cls: 3.2978, loss: 3.2978 2020-06-17 06:12:55,236 - mmaction - INFO - Epoch [23][2300/3134] lr: 0.01000, eta: 1 day, 15:34:16, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6156, loss_cls: 2.9603, loss: 2.9603 2020-06-17 06:13:06,815 - mmaction - INFO - Epoch [23][2320/3134] lr: 0.01000, eta: 1 day, 15:34:03, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6062, loss_cls: 3.0577, loss: 3.0577 2020-06-17 06:13:18,571 - mmaction - INFO - Epoch [23][2340/3134] lr: 0.01000, eta: 1 day, 15:33:51, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.3344, top5_acc: 0.6250, loss_cls: 3.0122, loss: 3.0122 2020-06-17 06:13:30,143 - mmaction - INFO - Epoch [23][2360/3134] lr: 0.01000, eta: 1 day, 15:33:39, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5250, loss_cls: 3.1661, loss: 3.1661 2020-06-17 06:13:41,886 - mmaction - INFO - Epoch [23][2380/3134] lr: 0.01000, eta: 1 day, 15:33:27, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6250, loss_cls: 2.9064, loss: 2.9064 2020-06-17 06:13:53,565 - mmaction - INFO - Epoch [23][2400/3134] lr: 0.01000, eta: 1 day, 15:33:15, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5875, loss_cls: 3.0544, loss: 3.0544 2020-06-17 06:14:05,193 - mmaction - INFO - Epoch [23][2420/3134] lr: 0.01000, eta: 1 day, 15:33:03, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5375, loss_cls: 3.2045, loss: 3.2045 2020-06-17 06:14:16,828 - mmaction - INFO - Epoch [23][2440/3134] lr: 0.01000, eta: 1 day, 15:32:51, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6188, loss_cls: 3.0864, loss: 3.0864 2020-06-17 06:14:28,378 - mmaction - INFO - Epoch [23][2460/3134] lr: 0.01000, eta: 1 day, 15:32:38, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6188, loss_cls: 2.9833, loss: 2.9833 2020-06-17 06:14:39,996 - mmaction - INFO - Epoch [23][2480/3134] lr: 0.01000, eta: 1 day, 15:32:26, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5656, loss_cls: 3.1832, loss: 3.1832 2020-06-17 06:14:51,718 - mmaction - INFO - Epoch [23][2500/3134] lr: 0.01000, eta: 1 day, 15:32:14, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5594, loss_cls: 3.2077, loss: 3.2077 2020-06-17 06:15:03,394 - mmaction - INFO - Epoch [23][2520/3134] lr: 0.01000, eta: 1 day, 15:32:02, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3312, top5_acc: 0.6438, loss_cls: 3.0218, loss: 3.0218 2020-06-17 06:15:14,949 - mmaction - INFO - Epoch [23][2540/3134] lr: 0.01000, eta: 1 day, 15:31:49, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5344, loss_cls: 3.3403, loss: 3.3403 2020-06-17 06:15:26,522 - mmaction - INFO - Epoch [23][2560/3134] lr: 0.01000, eta: 1 day, 15:31:37, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5875, loss_cls: 3.2146, loss: 3.2146 2020-06-17 06:15:38,256 - mmaction - INFO - Epoch [23][2580/3134] lr: 0.01000, eta: 1 day, 15:31:25, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5969, loss_cls: 3.0941, loss: 3.0941 2020-06-17 06:15:49,875 - mmaction - INFO - Epoch [23][2600/3134] lr: 0.01000, eta: 1 day, 15:31:13, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5687, loss_cls: 2.9327, loss: 2.9327 2020-06-17 06:16:01,462 - mmaction - INFO - Epoch [23][2620/3134] lr: 0.01000, eta: 1 day, 15:31:01, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5437, loss_cls: 3.2347, loss: 3.2347 2020-06-17 06:16:13,163 - mmaction - INFO - Epoch [23][2640/3134] lr: 0.01000, eta: 1 day, 15:30:49, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5719, loss_cls: 3.2021, loss: 3.2021 2020-06-17 06:16:24,906 - mmaction - INFO - Epoch [23][2660/3134] lr: 0.01000, eta: 1 day, 15:30:37, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5813, loss_cls: 3.0674, loss: 3.0674 2020-06-17 06:16:36,529 - mmaction - INFO - Epoch [23][2680/3134] lr: 0.01000, eta: 1 day, 15:30:24, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5656, loss_cls: 3.2495, loss: 3.2495 2020-06-17 06:16:48,213 - mmaction - INFO - Epoch [23][2700/3134] lr: 0.01000, eta: 1 day, 15:30:12, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6188, loss_cls: 2.9320, loss: 2.9320 2020-06-17 06:16:59,892 - mmaction - INFO - Epoch [23][2720/3134] lr: 0.01000, eta: 1 day, 15:30:00, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3156, top5_acc: 0.6031, loss_cls: 3.0446, loss: 3.0446 2020-06-17 06:17:11,519 - mmaction - INFO - Epoch [23][2740/3134] lr: 0.01000, eta: 1 day, 15:29:48, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.3219, top5_acc: 0.6000, loss_cls: 3.1189, loss: 3.1189 2020-06-17 06:17:23,129 - mmaction - INFO - Epoch [23][2760/3134] lr: 0.01000, eta: 1 day, 15:29:36, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6094, loss_cls: 3.0188, loss: 3.0188 2020-06-17 06:17:34,777 - mmaction - INFO - Epoch [23][2780/3134] lr: 0.01000, eta: 1 day, 15:29:24, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5938, loss_cls: 3.1467, loss: 3.1467 2020-06-17 06:17:46,461 - mmaction - INFO - Epoch [23][2800/3134] lr: 0.01000, eta: 1 day, 15:29:12, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5344, loss_cls: 3.3431, loss: 3.3431 2020-06-17 06:17:58,240 - mmaction - INFO - Epoch [23][2820/3134] lr: 0.01000, eta: 1 day, 15:29:00, time: 0.590, data_time: 0.003, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5031, loss_cls: 3.4047, loss: 3.4047 2020-06-17 06:18:09,826 - mmaction - INFO - Epoch [23][2840/3134] lr: 0.01000, eta: 1 day, 15:28:47, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5281, loss_cls: 3.3078, loss: 3.3078 2020-06-17 06:18:21,471 - mmaction - INFO - Epoch [23][2860/3134] lr: 0.01000, eta: 1 day, 15:28:35, time: 0.580, data_time: 0.005, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6281, loss_cls: 2.9139, loss: 2.9139 2020-06-17 06:18:33,085 - mmaction - INFO - Epoch [23][2880/3134] lr: 0.01000, eta: 1 day, 15:28:23, time: 0.584, data_time: 0.005, memory: 8339, top1_acc: 0.2594, top5_acc: 0.5344, loss_cls: 3.4108, loss: 3.4108 2020-06-17 06:18:44,837 - mmaction - INFO - Epoch [23][2900/3134] lr: 0.01000, eta: 1 day, 15:28:11, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5938, loss_cls: 2.9991, loss: 2.9991 2020-06-17 06:18:56,542 - mmaction - INFO - Epoch [23][2920/3134] lr: 0.01000, eta: 1 day, 15:27:59, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5750, loss_cls: 3.1046, loss: 3.1046 2020-06-17 06:19:08,229 - mmaction - INFO - Epoch [23][2940/3134] lr: 0.01000, eta: 1 day, 15:27:47, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5969, loss_cls: 3.0141, loss: 3.0141 2020-06-17 06:19:19,831 - mmaction - INFO - Epoch [23][2960/3134] lr: 0.01000, eta: 1 day, 15:27:35, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5375, loss_cls: 3.2582, loss: 3.2582 2020-06-17 06:19:31,473 - mmaction - INFO - Epoch [23][2980/3134] lr: 0.01000, eta: 1 day, 15:27:23, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5594, loss_cls: 3.0542, loss: 3.0542 2020-06-17 06:19:43,131 - mmaction - INFO - Epoch [23][3000/3134] lr: 0.01000, eta: 1 day, 15:27:11, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5875, loss_cls: 3.0978, loss: 3.0978 2020-06-17 06:19:54,776 - mmaction - INFO - Epoch [23][3020/3134] lr: 0.01000, eta: 1 day, 15:26:58, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5469, loss_cls: 3.2746, loss: 3.2746 2020-06-17 06:20:06,401 - mmaction - INFO - Epoch [23][3040/3134] lr: 0.01000, eta: 1 day, 15:26:46, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5750, loss_cls: 3.0685, loss: 3.0685 2020-06-17 06:20:18,234 - mmaction - INFO - Epoch [23][3060/3134] lr: 0.01000, eta: 1 day, 15:26:35, time: 0.590, data_time: 0.001, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6156, loss_cls: 3.0658, loss: 3.0658 2020-06-17 06:20:29,870 - mmaction - INFO - Epoch [23][3080/3134] lr: 0.01000, eta: 1 day, 15:26:23, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5563, loss_cls: 3.1452, loss: 3.1452 2020-06-17 06:20:41,582 - mmaction - INFO - Epoch [23][3100/3134] lr: 0.01000, eta: 1 day, 15:26:11, time: 0.584, data_time: 0.000, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5469, loss_cls: 3.2357, loss: 3.2357 2020-06-17 06:20:53,288 - mmaction - INFO - Epoch [23][3120/3134] lr: 0.01000, eta: 1 day, 15:25:59, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5375, loss_cls: 3.2453, loss: 3.2453 2020-06-17 06:21:31,495 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-17 06:21:32,751 - mmaction - INFO - top1_acc 0.2383 top5_acc 0.4812 2020-06-17 06:21:32,768 - mmaction - INFO - Epoch [23][3134/3134] lr: 0.01000, top1_acc: 0.2383, top5_acc: 0.4812 2020-06-17 06:21:48,515 - mmaction - INFO - Epoch [24][20/3134] lr: 0.01000, eta: 1 day, 15:25:24, time: 0.786, data_time: 0.209, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5844, loss_cls: 3.0670, loss: 3.0670 2020-06-17 06:22:00,231 - mmaction - INFO - Epoch [24][40/3134] lr: 0.01000, eta: 1 day, 15:25:12, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5938, loss_cls: 2.9572, loss: 2.9572 2020-06-17 06:22:11,922 - mmaction - INFO - Epoch [24][60/3134] lr: 0.01000, eta: 1 day, 15:25:00, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6062, loss_cls: 3.0496, loss: 3.0496 2020-06-17 06:22:23,642 - mmaction - INFO - Epoch [24][80/3134] lr: 0.01000, eta: 1 day, 15:24:48, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6156, loss_cls: 2.9912, loss: 2.9912 2020-06-17 06:22:35,271 - mmaction - INFO - Epoch [24][100/3134] lr: 0.01000, eta: 1 day, 15:24:36, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5469, loss_cls: 3.2456, loss: 3.2456 2020-06-17 06:22:46,982 - mmaction - INFO - Epoch [24][120/3134] lr: 0.01000, eta: 1 day, 15:24:24, time: 0.584, data_time: 0.000, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5687, loss_cls: 3.1341, loss: 3.1341 2020-06-17 06:22:58,621 - mmaction - INFO - Epoch [24][140/3134] lr: 0.01000, eta: 1 day, 15:24:12, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5625, loss_cls: 3.2848, loss: 3.2848 2020-06-17 06:23:10,261 - mmaction - INFO - Epoch [24][160/3134] lr: 0.01000, eta: 1 day, 15:24:00, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3656, top5_acc: 0.5969, loss_cls: 3.0815, loss: 3.0815 2020-06-17 06:23:21,869 - mmaction - INFO - Epoch [24][180/3134] lr: 0.01000, eta: 1 day, 15:23:48, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3063, top5_acc: 0.6094, loss_cls: 3.0535, loss: 3.0535 2020-06-17 06:23:33,495 - mmaction - INFO - Epoch [24][200/3134] lr: 0.01000, eta: 1 day, 15:23:35, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6281, loss_cls: 2.9933, loss: 2.9933 2020-06-17 06:23:45,259 - mmaction - INFO - Epoch [24][220/3134] lr: 0.01000, eta: 1 day, 15:23:24, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5844, loss_cls: 3.1965, loss: 3.1965 2020-06-17 06:23:56,913 - mmaction - INFO - Epoch [24][240/3134] lr: 0.01000, eta: 1 day, 15:23:11, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3844, top5_acc: 0.6375, loss_cls: 2.8842, loss: 2.8842 2020-06-17 06:24:08,655 - mmaction - INFO - Epoch [24][260/3134] lr: 0.01000, eta: 1 day, 15:23:00, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5969, loss_cls: 3.0379, loss: 3.0379 2020-06-17 06:24:20,349 - mmaction - INFO - Epoch [24][280/3134] lr: 0.01000, eta: 1 day, 15:22:48, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5687, loss_cls: 3.1581, loss: 3.1581 2020-06-17 06:24:32,025 - mmaction - INFO - Epoch [24][300/3134] lr: 0.01000, eta: 1 day, 15:22:36, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5719, loss_cls: 3.0699, loss: 3.0699 2020-06-17 06:24:43,587 - mmaction - INFO - Epoch [24][320/3134] lr: 0.01000, eta: 1 day, 15:22:23, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5625, loss_cls: 3.0757, loss: 3.0757 2020-06-17 06:24:55,188 - mmaction - INFO - Epoch [24][340/3134] lr: 0.01000, eta: 1 day, 15:22:11, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5469, loss_cls: 3.2874, loss: 3.2874 2020-06-17 06:25:06,899 - mmaction - INFO - Epoch [24][360/3134] lr: 0.01000, eta: 1 day, 15:21:59, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5750, loss_cls: 3.0671, loss: 3.0671 2020-06-17 06:25:18,577 - mmaction - INFO - Epoch [24][380/3134] lr: 0.01000, eta: 1 day, 15:21:47, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6406, loss_cls: 2.7481, loss: 2.7481 2020-06-17 06:25:30,146 - mmaction - INFO - Epoch [24][400/3134] lr: 0.01000, eta: 1 day, 15:21:35, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5781, loss_cls: 3.0820, loss: 3.0820 2020-06-17 06:25:41,848 - mmaction - INFO - Epoch [24][420/3134] lr: 0.01000, eta: 1 day, 15:21:23, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6031, loss_cls: 2.9859, loss: 2.9859 2020-06-17 06:25:53,495 - mmaction - INFO - Epoch [24][440/3134] lr: 0.01000, eta: 1 day, 15:21:10, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6219, loss_cls: 2.9593, loss: 2.9593 2020-06-17 06:26:05,164 - mmaction - INFO - Epoch [24][460/3134] lr: 0.01000, eta: 1 day, 15:20:58, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5687, loss_cls: 3.2791, loss: 3.2791 2020-06-17 06:26:16,879 - mmaction - INFO - Epoch [24][480/3134] lr: 0.01000, eta: 1 day, 15:20:46, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3937, top5_acc: 0.6281, loss_cls: 2.8272, loss: 2.8272 2020-06-17 06:26:28,481 - mmaction - INFO - Epoch [24][500/3134] lr: 0.01000, eta: 1 day, 15:20:34, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5938, loss_cls: 3.0705, loss: 3.0705 2020-06-17 06:26:40,049 - mmaction - INFO - Epoch [24][520/3134] lr: 0.01000, eta: 1 day, 15:20:22, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3750, top5_acc: 0.5906, loss_cls: 2.8492, loss: 2.8492 2020-06-17 06:26:51,739 - mmaction - INFO - Epoch [24][540/3134] lr: 0.01000, eta: 1 day, 15:20:10, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5906, loss_cls: 3.1381, loss: 3.1381 2020-06-17 06:27:03,372 - mmaction - INFO - Epoch [24][560/3134] lr: 0.01000, eta: 1 day, 15:19:58, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5750, loss_cls: 3.0966, loss: 3.0966 2020-06-17 06:27:14,958 - mmaction - INFO - Epoch [24][580/3134] lr: 0.01000, eta: 1 day, 15:19:45, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5813, loss_cls: 3.0519, loss: 3.0519 2020-06-17 06:27:26,605 - mmaction - INFO - Epoch [24][600/3134] lr: 0.01000, eta: 1 day, 15:19:33, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6000, loss_cls: 2.9886, loss: 2.9886 2020-06-17 06:27:38,303 - mmaction - INFO - Epoch [24][620/3134] lr: 0.01000, eta: 1 day, 15:19:21, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.3844, top5_acc: 0.5938, loss_cls: 3.0505, loss: 3.0505 2020-06-17 06:27:49,963 - mmaction - INFO - Epoch [24][640/3134] lr: 0.01000, eta: 1 day, 15:19:09, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6000, loss_cls: 3.0228, loss: 3.0228 2020-06-17 06:28:01,547 - mmaction - INFO - Epoch [24][660/3134] lr: 0.01000, eta: 1 day, 15:18:57, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5750, loss_cls: 3.1096, loss: 3.1096 2020-06-17 06:28:13,113 - mmaction - INFO - Epoch [24][680/3134] lr: 0.01000, eta: 1 day, 15:18:44, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6000, loss_cls: 3.0608, loss: 3.0608 2020-06-17 06:28:24,753 - mmaction - INFO - Epoch [24][700/3134] lr: 0.01000, eta: 1 day, 15:18:32, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6031, loss_cls: 2.9203, loss: 2.9203 2020-06-17 06:28:36,371 - mmaction - INFO - Epoch [24][720/3134] lr: 0.01000, eta: 1 day, 15:18:20, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6500, loss_cls: 2.7754, loss: 2.7754 2020-06-17 06:28:48,048 - mmaction - INFO - Epoch [24][740/3134] lr: 0.01000, eta: 1 day, 15:18:08, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5844, loss_cls: 3.1313, loss: 3.1313 2020-06-17 06:28:59,667 - mmaction - INFO - Epoch [24][760/3134] lr: 0.01000, eta: 1 day, 15:17:55, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5687, loss_cls: 3.0865, loss: 3.0865 2020-06-17 06:29:11,382 - mmaction - INFO - Epoch [24][780/3134] lr: 0.01000, eta: 1 day, 15:17:43, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5969, loss_cls: 3.0082, loss: 3.0082 2020-06-17 06:29:23,052 - mmaction - INFO - Epoch [24][800/3134] lr: 0.01000, eta: 1 day, 15:17:31, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5938, loss_cls: 3.1306, loss: 3.1306 2020-06-17 06:29:34,812 - mmaction - INFO - Epoch [24][820/3134] lr: 0.01000, eta: 1 day, 15:17:20, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5469, loss_cls: 3.2907, loss: 3.2907 2020-06-17 06:29:46,521 - mmaction - INFO - Epoch [24][840/3134] lr: 0.01000, eta: 1 day, 15:17:08, time: 0.587, data_time: 0.005, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6000, loss_cls: 3.0267, loss: 3.0267 2020-06-17 06:29:58,156 - mmaction - INFO - Epoch [24][860/3134] lr: 0.01000, eta: 1 day, 15:16:56, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6250, loss_cls: 2.9363, loss: 2.9363 2020-06-17 06:30:09,784 - mmaction - INFO - Epoch [24][880/3134] lr: 0.01000, eta: 1 day, 15:16:43, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5687, loss_cls: 3.1370, loss: 3.1370 2020-06-17 06:30:21,420 - mmaction - INFO - Epoch [24][900/3134] lr: 0.01000, eta: 1 day, 15:16:31, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5625, loss_cls: 3.1775, loss: 3.1775 2020-06-17 06:30:33,062 - mmaction - INFO - Epoch [24][920/3134] lr: 0.01000, eta: 1 day, 15:16:19, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5875, loss_cls: 2.9880, loss: 2.9880 2020-06-17 06:30:44,704 - mmaction - INFO - Epoch [24][940/3134] lr: 0.01000, eta: 1 day, 15:16:07, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5781, loss_cls: 3.1809, loss: 3.1809 2020-06-17 06:30:56,376 - mmaction - INFO - Epoch [24][960/3134] lr: 0.01000, eta: 1 day, 15:15:55, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5656, loss_cls: 3.1345, loss: 3.1345 2020-06-17 06:31:07,951 - mmaction - INFO - Epoch [24][980/3134] lr: 0.01000, eta: 1 day, 15:15:42, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5500, loss_cls: 3.1905, loss: 3.1905 2020-06-17 06:31:19,692 - mmaction - INFO - Epoch [24][1000/3134] lr: 0.01000, eta: 1 day, 15:15:31, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6062, loss_cls: 3.0053, loss: 3.0053 2020-06-17 06:31:31,325 - mmaction - INFO - Epoch [24][1020/3134] lr: 0.01000, eta: 1 day, 15:15:18, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5375, loss_cls: 3.1655, loss: 3.1655 2020-06-17 06:31:42,862 - mmaction - INFO - Epoch [24][1040/3134] lr: 0.01000, eta: 1 day, 15:15:06, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6062, loss_cls: 2.9941, loss: 2.9941 2020-06-17 06:31:54,595 - mmaction - INFO - Epoch [24][1060/3134] lr: 0.01000, eta: 1 day, 15:14:54, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6250, loss_cls: 2.9152, loss: 2.9152 2020-06-17 06:32:06,246 - mmaction - INFO - Epoch [24][1080/3134] lr: 0.01000, eta: 1 day, 15:14:42, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5594, loss_cls: 3.2064, loss: 3.2064 2020-06-17 06:32:17,968 - mmaction - INFO - Epoch [24][1100/3134] lr: 0.01000, eta: 1 day, 15:14:30, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6281, loss_cls: 3.0070, loss: 3.0070 2020-06-17 06:32:29,638 - mmaction - INFO - Epoch [24][1120/3134] lr: 0.01000, eta: 1 day, 15:14:18, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5625, loss_cls: 3.2399, loss: 3.2399 2020-06-17 06:32:41,258 - mmaction - INFO - Epoch [24][1140/3134] lr: 0.01000, eta: 1 day, 15:14:06, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3187, top5_acc: 0.6094, loss_cls: 3.0552, loss: 3.0552 2020-06-17 06:32:52,877 - mmaction - INFO - Epoch [24][1160/3134] lr: 0.01000, eta: 1 day, 15:13:54, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5625, loss_cls: 3.1878, loss: 3.1878 2020-06-17 06:33:04,534 - mmaction - INFO - Epoch [24][1180/3134] lr: 0.01000, eta: 1 day, 15:13:41, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6312, loss_cls: 2.9523, loss: 2.9523 2020-06-17 06:33:16,184 - mmaction - INFO - Epoch [24][1200/3134] lr: 0.01000, eta: 1 day, 15:13:29, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5938, loss_cls: 3.0254, loss: 3.0254 2020-06-17 06:33:27,840 - mmaction - INFO - Epoch [24][1220/3134] lr: 0.01000, eta: 1 day, 15:13:17, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5906, loss_cls: 3.0852, loss: 3.0852 2020-06-17 06:33:39,515 - mmaction - INFO - Epoch [24][1240/3134] lr: 0.01000, eta: 1 day, 15:13:05, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6031, loss_cls: 2.9916, loss: 2.9916 2020-06-17 06:33:51,174 - mmaction - INFO - Epoch [24][1260/3134] lr: 0.01000, eta: 1 day, 15:12:53, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5781, loss_cls: 3.1341, loss: 3.1341 2020-06-17 06:34:02,921 - mmaction - INFO - Epoch [24][1280/3134] lr: 0.01000, eta: 1 day, 15:12:41, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3312, top5_acc: 0.6094, loss_cls: 2.9292, loss: 2.9292 2020-06-17 06:34:14,656 - mmaction - INFO - Epoch [24][1300/3134] lr: 0.01000, eta: 1 day, 15:12:29, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6156, loss_cls: 3.0713, loss: 3.0713 2020-06-17 06:34:26,254 - mmaction - INFO - Epoch [24][1320/3134] lr: 0.01000, eta: 1 day, 15:12:17, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5969, loss_cls: 2.9815, loss: 2.9815 2020-06-17 06:34:37,946 - mmaction - INFO - Epoch [24][1340/3134] lr: 0.01000, eta: 1 day, 15:12:05, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6250, loss_cls: 2.9472, loss: 2.9472 2020-06-17 06:34:49,493 - mmaction - INFO - Epoch [24][1360/3134] lr: 0.01000, eta: 1 day, 15:11:53, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5625, loss_cls: 3.1549, loss: 3.1549 2020-06-17 06:35:01,240 - mmaction - INFO - Epoch [24][1380/3134] lr: 0.01000, eta: 1 day, 15:11:41, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6125, loss_cls: 3.0342, loss: 3.0342 2020-06-17 06:35:12,951 - mmaction - INFO - Epoch [24][1400/3134] lr: 0.01000, eta: 1 day, 15:11:29, time: 0.589, data_time: 0.005, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5656, loss_cls: 3.1008, loss: 3.1008 2020-06-17 06:35:24,682 - mmaction - INFO - Epoch [24][1420/3134] lr: 0.01000, eta: 1 day, 15:11:17, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3688, top5_acc: 0.5844, loss_cls: 3.0032, loss: 3.0032 2020-06-17 06:35:36,278 - mmaction - INFO - Epoch [24][1440/3134] lr: 0.01000, eta: 1 day, 15:11:05, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6250, loss_cls: 2.9829, loss: 2.9829 2020-06-17 06:35:47,828 - mmaction - INFO - Epoch [24][1460/3134] lr: 0.01000, eta: 1 day, 15:10:52, time: 0.577, data_time: 0.000, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6219, loss_cls: 2.9024, loss: 2.9024 2020-06-17 06:35:59,482 - mmaction - INFO - Epoch [24][1480/3134] lr: 0.01000, eta: 1 day, 15:10:40, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5906, loss_cls: 3.1037, loss: 3.1037 2020-06-17 06:36:11,124 - mmaction - INFO - Epoch [24][1500/3134] lr: 0.01000, eta: 1 day, 15:10:28, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5750, loss_cls: 3.1051, loss: 3.1051 2020-06-17 06:36:22,859 - mmaction - INFO - Epoch [24][1520/3134] lr: 0.01000, eta: 1 day, 15:10:16, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5469, loss_cls: 3.2230, loss: 3.2230 2020-06-17 06:36:34,535 - mmaction - INFO - Epoch [24][1540/3134] lr: 0.01000, eta: 1 day, 15:10:04, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3344, top5_acc: 0.6406, loss_cls: 2.9840, loss: 2.9840 2020-06-17 06:36:46,274 - mmaction - INFO - Epoch [24][1560/3134] lr: 0.01000, eta: 1 day, 15:09:52, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5344, loss_cls: 3.3054, loss: 3.3054 2020-06-17 06:36:57,993 - mmaction - INFO - Epoch [24][1580/3134] lr: 0.01000, eta: 1 day, 15:09:40, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5969, loss_cls: 3.1052, loss: 3.1052 2020-06-17 06:37:09,562 - mmaction - INFO - Epoch [24][1600/3134] lr: 0.01000, eta: 1 day, 15:09:28, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5750, loss_cls: 3.0628, loss: 3.0628 2020-06-17 06:37:21,301 - mmaction - INFO - Epoch [24][1620/3134] lr: 0.01000, eta: 1 day, 15:09:16, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5875, loss_cls: 3.0847, loss: 3.0847 2020-06-17 06:37:32,884 - mmaction - INFO - Epoch [24][1640/3134] lr: 0.01000, eta: 1 day, 15:09:04, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5844, loss_cls: 3.0942, loss: 3.0942 2020-06-17 06:37:44,585 - mmaction - INFO - Epoch [24][1660/3134] lr: 0.01000, eta: 1 day, 15:08:52, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5594, loss_cls: 3.1297, loss: 3.1297 2020-06-17 06:37:56,166 - mmaction - INFO - Epoch [24][1680/3134] lr: 0.01000, eta: 1 day, 15:08:39, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.2656, top5_acc: 0.5594, loss_cls: 3.2096, loss: 3.2096 2020-06-17 06:38:07,768 - mmaction - INFO - Epoch [24][1700/3134] lr: 0.01000, eta: 1 day, 15:08:27, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5594, loss_cls: 3.1485, loss: 3.1485 2020-06-17 06:38:19,592 - mmaction - INFO - Epoch [24][1720/3134] lr: 0.01000, eta: 1 day, 15:08:15, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5531, loss_cls: 3.1920, loss: 3.1920 2020-06-17 06:38:31,186 - mmaction - INFO - Epoch [24][1740/3134] lr: 0.01000, eta: 1 day, 15:08:03, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5719, loss_cls: 3.1580, loss: 3.1580 2020-06-17 06:38:42,838 - mmaction - INFO - Epoch [24][1760/3134] lr: 0.01000, eta: 1 day, 15:07:51, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5406, loss_cls: 3.2573, loss: 3.2573 2020-06-17 06:38:54,547 - mmaction - INFO - Epoch [24][1780/3134] lr: 0.01000, eta: 1 day, 15:07:39, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6000, loss_cls: 3.0051, loss: 3.0051 2020-06-17 06:39:06,128 - mmaction - INFO - Epoch [24][1800/3134] lr: 0.01000, eta: 1 day, 15:07:27, time: 0.582, data_time: 0.005, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6562, loss_cls: 2.8968, loss: 2.8968 2020-06-17 06:39:17,751 - mmaction - INFO - Epoch [24][1820/3134] lr: 0.01000, eta: 1 day, 15:07:15, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5844, loss_cls: 3.1275, loss: 3.1275 2020-06-17 06:39:29,434 - mmaction - INFO - Epoch [24][1840/3134] lr: 0.01000, eta: 1 day, 15:07:03, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5938, loss_cls: 3.0155, loss: 3.0155 2020-06-17 06:39:41,076 - mmaction - INFO - Epoch [24][1860/3134] lr: 0.01000, eta: 1 day, 15:06:50, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5406, loss_cls: 3.2872, loss: 3.2872 2020-06-17 06:39:52,743 - mmaction - INFO - Epoch [24][1880/3134] lr: 0.01000, eta: 1 day, 15:06:39, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6031, loss_cls: 3.0151, loss: 3.0151 2020-06-17 06:40:04,429 - mmaction - INFO - Epoch [24][1900/3134] lr: 0.01000, eta: 1 day, 15:06:26, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5875, loss_cls: 3.1381, loss: 3.1381 2020-06-17 06:40:15,982 - mmaction - INFO - Epoch [24][1920/3134] lr: 0.01000, eta: 1 day, 15:06:14, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5906, loss_cls: 2.9705, loss: 2.9705 2020-06-17 06:40:27,590 - mmaction - INFO - Epoch [24][1940/3134] lr: 0.01000, eta: 1 day, 15:06:02, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5563, loss_cls: 3.2831, loss: 3.2831 2020-06-17 06:40:39,266 - mmaction - INFO - Epoch [24][1960/3134] lr: 0.01000, eta: 1 day, 15:05:50, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5969, loss_cls: 3.0554, loss: 3.0554 2020-06-17 06:40:50,926 - mmaction - INFO - Epoch [24][1980/3134] lr: 0.01000, eta: 1 day, 15:05:38, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3656, top5_acc: 0.5781, loss_cls: 3.0256, loss: 3.0256 2020-06-17 06:41:02,531 - mmaction - INFO - Epoch [24][2000/3134] lr: 0.01000, eta: 1 day, 15:05:25, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5938, loss_cls: 2.9779, loss: 2.9779 2020-06-17 06:41:14,218 - mmaction - INFO - Epoch [24][2020/3134] lr: 0.01000, eta: 1 day, 15:05:13, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5687, loss_cls: 3.1165, loss: 3.1165 2020-06-17 06:41:25,935 - mmaction - INFO - Epoch [24][2040/3134] lr: 0.01000, eta: 1 day, 15:05:01, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5813, loss_cls: 3.0773, loss: 3.0773 2020-06-17 06:41:37,619 - mmaction - INFO - Epoch [24][2060/3134] lr: 0.01000, eta: 1 day, 15:04:49, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5437, loss_cls: 3.1582, loss: 3.1582 2020-06-17 06:41:49,276 - mmaction - INFO - Epoch [24][2080/3134] lr: 0.01000, eta: 1 day, 15:04:37, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5437, loss_cls: 3.1964, loss: 3.1964 2020-06-17 06:42:00,905 - mmaction - INFO - Epoch [24][2100/3134] lr: 0.01000, eta: 1 day, 15:04:25, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5906, loss_cls: 3.0637, loss: 3.0637 2020-06-17 06:42:12,574 - mmaction - INFO - Epoch [24][2120/3134] lr: 0.01000, eta: 1 day, 15:04:13, time: 0.582, data_time: 0.000, memory: 8339, top1_acc: 0.3969, top5_acc: 0.6438, loss_cls: 2.8522, loss: 2.8522 2020-06-17 06:42:24,153 - mmaction - INFO - Epoch [24][2140/3134] lr: 0.01000, eta: 1 day, 15:04:01, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3344, top5_acc: 0.6000, loss_cls: 2.9782, loss: 2.9782 2020-06-17 06:42:35,720 - mmaction - INFO - Epoch [24][2160/3134] lr: 0.01000, eta: 1 day, 15:03:48, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5906, loss_cls: 3.1281, loss: 3.1281 2020-06-17 06:42:47,383 - mmaction - INFO - Epoch [24][2180/3134] lr: 0.01000, eta: 1 day, 15:03:36, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3219, top5_acc: 0.6312, loss_cls: 3.0793, loss: 3.0793 2020-06-17 06:42:58,963 - mmaction - INFO - Epoch [24][2200/3134] lr: 0.01000, eta: 1 day, 15:03:24, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5969, loss_cls: 3.0833, loss: 3.0833 2020-06-17 06:43:10,567 - mmaction - INFO - Epoch [24][2220/3134] lr: 0.01000, eta: 1 day, 15:03:12, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5437, loss_cls: 3.2354, loss: 3.2354 2020-06-17 06:43:22,350 - mmaction - INFO - Epoch [24][2240/3134] lr: 0.01000, eta: 1 day, 15:03:00, time: 0.590, data_time: 0.002, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5938, loss_cls: 3.1004, loss: 3.1004 2020-06-17 06:43:34,040 - mmaction - INFO - Epoch [24][2260/3134] lr: 0.01000, eta: 1 day, 15:02:48, time: 0.583, data_time: 0.000, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5781, loss_cls: 3.1592, loss: 3.1592 2020-06-17 06:43:45,732 - mmaction - INFO - Epoch [24][2280/3134] lr: 0.01000, eta: 1 day, 15:02:36, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6031, loss_cls: 2.9293, loss: 2.9293 2020-06-17 06:43:57,341 - mmaction - INFO - Epoch [24][2300/3134] lr: 0.01000, eta: 1 day, 15:02:24, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3125, top5_acc: 0.6031, loss_cls: 3.0722, loss: 3.0722 2020-06-17 06:44:08,974 - mmaction - INFO - Epoch [24][2320/3134] lr: 0.01000, eta: 1 day, 15:02:12, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.2969, top5_acc: 0.6094, loss_cls: 2.9155, loss: 2.9155 2020-06-17 06:44:20,602 - mmaction - INFO - Epoch [24][2340/3134] lr: 0.01000, eta: 1 day, 15:01:59, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5969, loss_cls: 3.1171, loss: 3.1171 2020-06-17 06:44:32,323 - mmaction - INFO - Epoch [24][2360/3134] lr: 0.01000, eta: 1 day, 15:01:48, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5531, loss_cls: 3.2344, loss: 3.2344 2020-06-17 06:44:43,943 - mmaction - INFO - Epoch [24][2380/3134] lr: 0.01000, eta: 1 day, 15:01:35, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6125, loss_cls: 2.9453, loss: 2.9453 2020-06-17 06:44:55,606 - mmaction - INFO - Epoch [24][2400/3134] lr: 0.01000, eta: 1 day, 15:01:23, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5813, loss_cls: 3.1463, loss: 3.1463 2020-06-17 06:45:07,319 - mmaction - INFO - Epoch [24][2420/3134] lr: 0.01000, eta: 1 day, 15:01:11, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.3594, top5_acc: 0.5938, loss_cls: 3.0237, loss: 3.0237 2020-06-17 06:45:18,900 - mmaction - INFO - Epoch [24][2440/3134] lr: 0.01000, eta: 1 day, 15:00:59, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5969, loss_cls: 3.0569, loss: 3.0569 2020-06-17 06:45:30,552 - mmaction - INFO - Epoch [24][2460/3134] lr: 0.01000, eta: 1 day, 15:00:47, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6062, loss_cls: 3.0426, loss: 3.0426 2020-06-17 06:45:42,213 - mmaction - INFO - Epoch [24][2480/3134] lr: 0.01000, eta: 1 day, 15:00:35, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.6000, loss_cls: 2.9976, loss: 2.9976 2020-06-17 06:45:53,844 - mmaction - INFO - Epoch [24][2500/3134] lr: 0.01000, eta: 1 day, 15:00:23, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5531, loss_cls: 3.2378, loss: 3.2378 2020-06-17 06:46:05,460 - mmaction - INFO - Epoch [24][2520/3134] lr: 0.01000, eta: 1 day, 15:00:10, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3219, top5_acc: 0.6156, loss_cls: 2.9671, loss: 2.9671 2020-06-17 06:46:17,159 - mmaction - INFO - Epoch [24][2540/3134] lr: 0.01000, eta: 1 day, 14:59:59, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5656, loss_cls: 3.1830, loss: 3.1830 2020-06-17 06:46:28,766 - mmaction - INFO - Epoch [24][2560/3134] lr: 0.01000, eta: 1 day, 14:59:46, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5844, loss_cls: 3.0582, loss: 3.0582 2020-06-17 06:46:40,368 - mmaction - INFO - Epoch [24][2580/3134] lr: 0.01000, eta: 1 day, 14:59:34, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5594, loss_cls: 3.1870, loss: 3.1870 2020-06-17 06:46:52,049 - mmaction - INFO - Epoch [24][2600/3134] lr: 0.01000, eta: 1 day, 14:59:22, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6375, loss_cls: 2.9631, loss: 2.9631 2020-06-17 06:47:03,657 - mmaction - INFO - Epoch [24][2620/3134] lr: 0.01000, eta: 1 day, 14:59:10, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3063, top5_acc: 0.6281, loss_cls: 3.1176, loss: 3.1176 2020-06-17 06:47:15,347 - mmaction - INFO - Epoch [24][2640/3134] lr: 0.01000, eta: 1 day, 14:58:58, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5906, loss_cls: 3.2172, loss: 3.2172 2020-06-17 06:47:26,975 - mmaction - INFO - Epoch [24][2660/3134] lr: 0.01000, eta: 1 day, 14:58:46, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5625, loss_cls: 3.2658, loss: 3.2658 2020-06-17 06:47:38,557 - mmaction - INFO - Epoch [24][2680/3134] lr: 0.01000, eta: 1 day, 14:58:33, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3063, top5_acc: 0.6062, loss_cls: 3.1448, loss: 3.1448 2020-06-17 06:47:50,177 - mmaction - INFO - Epoch [24][2700/3134] lr: 0.01000, eta: 1 day, 14:58:21, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5906, loss_cls: 3.0930, loss: 3.0930 2020-06-17 06:48:01,972 - mmaction - INFO - Epoch [24][2720/3134] lr: 0.01000, eta: 1 day, 14:58:09, time: 0.591, data_time: 0.003, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5344, loss_cls: 3.3280, loss: 3.3280 2020-06-17 06:48:13,656 - mmaction - INFO - Epoch [24][2740/3134] lr: 0.01000, eta: 1 day, 14:57:57, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3750, top5_acc: 0.5687, loss_cls: 3.0235, loss: 3.0235 2020-06-17 06:48:25,282 - mmaction - INFO - Epoch [24][2760/3134] lr: 0.01000, eta: 1 day, 14:57:45, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5531, loss_cls: 3.2084, loss: 3.2084 2020-06-17 06:48:36,868 - mmaction - INFO - Epoch [24][2780/3134] lr: 0.01000, eta: 1 day, 14:57:33, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.2906, top5_acc: 0.6062, loss_cls: 3.0425, loss: 3.0425 2020-06-17 06:48:48,418 - mmaction - INFO - Epoch [24][2800/3134] lr: 0.01000, eta: 1 day, 14:57:21, time: 0.577, data_time: 0.000, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5437, loss_cls: 3.2646, loss: 3.2646 2020-06-17 06:49:00,137 - mmaction - INFO - Epoch [24][2820/3134] lr: 0.01000, eta: 1 day, 14:57:09, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5656, loss_cls: 3.1794, loss: 3.1794 2020-06-17 06:49:11,773 - mmaction - INFO - Epoch [24][2840/3134] lr: 0.01000, eta: 1 day, 14:56:57, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6031, loss_cls: 2.9667, loss: 2.9667 2020-06-17 06:49:23,363 - mmaction - INFO - Epoch [24][2860/3134] lr: 0.01000, eta: 1 day, 14:56:44, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.3344, top5_acc: 0.6000, loss_cls: 3.0598, loss: 3.0598 2020-06-17 06:49:35,052 - mmaction - INFO - Epoch [24][2880/3134] lr: 0.01000, eta: 1 day, 14:56:32, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5375, loss_cls: 3.0341, loss: 3.0341 2020-06-17 06:49:46,699 - mmaction - INFO - Epoch [24][2900/3134] lr: 0.01000, eta: 1 day, 14:56:20, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5594, loss_cls: 3.1889, loss: 3.1889 2020-06-17 06:49:58,294 - mmaction - INFO - Epoch [24][2920/3134] lr: 0.01000, eta: 1 day, 14:56:08, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3656, top5_acc: 0.5938, loss_cls: 2.8967, loss: 2.8967 2020-06-17 06:50:09,937 - mmaction - INFO - Epoch [24][2940/3134] lr: 0.01000, eta: 1 day, 14:55:56, time: 0.581, data_time: 0.005, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5625, loss_cls: 3.2418, loss: 3.2418 2020-06-17 06:50:21,674 - mmaction - INFO - Epoch [24][2960/3134] lr: 0.01000, eta: 1 day, 14:55:44, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.3125, top5_acc: 0.6062, loss_cls: 3.1785, loss: 3.1785 2020-06-17 06:50:33,349 - mmaction - INFO - Epoch [24][2980/3134] lr: 0.01000, eta: 1 day, 14:55:32, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5844, loss_cls: 3.0712, loss: 3.0712 2020-06-17 06:50:45,025 - mmaction - INFO - Epoch [24][3000/3134] lr: 0.01000, eta: 1 day, 14:55:20, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5656, loss_cls: 3.1461, loss: 3.1461 2020-06-17 06:50:56,760 - mmaction - INFO - Epoch [24][3020/3134] lr: 0.01000, eta: 1 day, 14:55:08, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6125, loss_cls: 3.0166, loss: 3.0166 2020-06-17 06:51:08,448 - mmaction - INFO - Epoch [24][3040/3134] lr: 0.01000, eta: 1 day, 14:54:56, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6000, loss_cls: 3.0075, loss: 3.0075 2020-06-17 06:51:20,105 - mmaction - INFO - Epoch [24][3060/3134] lr: 0.01000, eta: 1 day, 14:54:44, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3812, top5_acc: 0.5375, loss_cls: 3.0616, loss: 3.0616 2020-06-17 06:51:31,735 - mmaction - INFO - Epoch [24][3080/3134] lr: 0.01000, eta: 1 day, 14:54:32, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5969, loss_cls: 2.9894, loss: 2.9894 2020-06-17 06:51:43,392 - mmaction - INFO - Epoch [24][3100/3134] lr: 0.01000, eta: 1 day, 14:54:20, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3812, top5_acc: 0.6531, loss_cls: 2.8501, loss: 2.8501 2020-06-17 06:51:55,008 - mmaction - INFO - Epoch [24][3120/3134] lr: 0.01000, eta: 1 day, 14:54:07, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6219, loss_cls: 3.0035, loss: 3.0035 2020-06-17 06:52:30,121 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-17 06:52:31,378 - mmaction - INFO - top1_acc 0.2369 top5_acc 0.4849 2020-06-17 06:52:31,394 - mmaction - INFO - Epoch [24][3134/3134] lr: 0.01000, top1_acc: 0.2369, top5_acc: 0.4849 2020-06-17 06:52:46,777 - mmaction - INFO - Epoch [25][20/3134] lr: 0.01000, eta: 1 day, 14:53:33, time: 0.765, data_time: 0.187, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5687, loss_cls: 3.0192, loss: 3.0192 2020-06-17 06:52:58,438 - mmaction - INFO - Epoch [25][40/3134] lr: 0.01000, eta: 1 day, 14:53:21, time: 0.584, data_time: 0.006, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6156, loss_cls: 2.9059, loss: 2.9059 2020-06-17 06:53:10,064 - mmaction - INFO - Epoch [25][60/3134] lr: 0.01000, eta: 1 day, 14:53:09, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6438, loss_cls: 2.8866, loss: 2.8866 2020-06-17 06:53:21,636 - mmaction - INFO - Epoch [25][80/3134] lr: 0.01000, eta: 1 day, 14:52:56, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5188, loss_cls: 3.3078, loss: 3.3078 2020-06-17 06:53:33,275 - mmaction - INFO - Epoch [25][100/3134] lr: 0.01000, eta: 1 day, 14:52:44, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5938, loss_cls: 3.0511, loss: 3.0511 2020-06-17 06:53:44,954 - mmaction - INFO - Epoch [25][120/3134] lr: 0.01000, eta: 1 day, 14:52:32, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6000, loss_cls: 2.9188, loss: 2.9188 2020-06-17 06:53:56,653 - mmaction - INFO - Epoch [25][140/3134] lr: 0.01000, eta: 1 day, 14:52:20, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5938, loss_cls: 2.9534, loss: 2.9534 2020-06-17 06:54:08,360 - mmaction - INFO - Epoch [25][160/3134] lr: 0.01000, eta: 1 day, 14:52:08, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5813, loss_cls: 3.0563, loss: 3.0563 2020-06-17 06:54:20,088 - mmaction - INFO - Epoch [25][180/3134] lr: 0.01000, eta: 1 day, 14:51:56, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.3156, top5_acc: 0.6125, loss_cls: 2.9544, loss: 2.9544 2020-06-17 06:54:31,682 - mmaction - INFO - Epoch [25][200/3134] lr: 0.01000, eta: 1 day, 14:51:44, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6156, loss_cls: 2.9923, loss: 2.9923 2020-06-17 06:54:43,376 - mmaction - INFO - Epoch [25][220/3134] lr: 0.01000, eta: 1 day, 14:51:32, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6062, loss_cls: 2.8617, loss: 2.8617 2020-06-17 06:54:55,080 - mmaction - INFO - Epoch [25][240/3134] lr: 0.01000, eta: 1 day, 14:51:20, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5938, loss_cls: 3.0557, loss: 3.0557 2020-06-17 06:55:06,670 - mmaction - INFO - Epoch [25][260/3134] lr: 0.01000, eta: 1 day, 14:51:08, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5719, loss_cls: 2.9934, loss: 2.9934 2020-06-17 06:55:18,228 - mmaction - INFO - Epoch [25][280/3134] lr: 0.01000, eta: 1 day, 14:50:56, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5813, loss_cls: 3.1385, loss: 3.1385 2020-06-17 06:55:29,875 - mmaction - INFO - Epoch [25][300/3134] lr: 0.01000, eta: 1 day, 14:50:43, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6000, loss_cls: 3.0474, loss: 3.0474 2020-06-17 06:55:41,523 - mmaction - INFO - Epoch [25][320/3134] lr: 0.01000, eta: 1 day, 14:50:31, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5719, loss_cls: 3.1244, loss: 3.1244 2020-06-17 06:55:53,206 - mmaction - INFO - Epoch [25][340/3134] lr: 0.01000, eta: 1 day, 14:50:19, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5906, loss_cls: 3.0044, loss: 3.0044 2020-06-17 06:56:04,834 - mmaction - INFO - Epoch [25][360/3134] lr: 0.01000, eta: 1 day, 14:50:07, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6188, loss_cls: 3.1186, loss: 3.1186 2020-06-17 06:56:16,526 - mmaction - INFO - Epoch [25][380/3134] lr: 0.01000, eta: 1 day, 14:49:55, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6062, loss_cls: 2.9792, loss: 2.9792 2020-06-17 06:56:28,217 - mmaction - INFO - Epoch [25][400/3134] lr: 0.01000, eta: 1 day, 14:49:43, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5531, loss_cls: 3.2034, loss: 3.2034 2020-06-17 06:56:39,824 - mmaction - INFO - Epoch [25][420/3134] lr: 0.01000, eta: 1 day, 14:49:31, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6094, loss_cls: 2.8694, loss: 2.8694 2020-06-17 06:56:51,402 - mmaction - INFO - Epoch [25][440/3134] lr: 0.01000, eta: 1 day, 14:49:19, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5625, loss_cls: 3.2241, loss: 3.2241 2020-06-17 06:57:02,988 - mmaction - INFO - Epoch [25][460/3134] lr: 0.01000, eta: 1 day, 14:49:06, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5594, loss_cls: 3.1882, loss: 3.1882 2020-06-17 06:57:14,648 - mmaction - INFO - Epoch [25][480/3134] lr: 0.01000, eta: 1 day, 14:48:54, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5906, loss_cls: 2.9975, loss: 2.9975 2020-06-17 06:57:26,263 - mmaction - INFO - Epoch [25][500/3134] lr: 0.01000, eta: 1 day, 14:48:42, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3688, top5_acc: 0.5719, loss_cls: 2.9080, loss: 2.9080 2020-06-17 06:57:37,900 - mmaction - INFO - Epoch [25][520/3134] lr: 0.01000, eta: 1 day, 14:48:30, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3937, top5_acc: 0.6281, loss_cls: 2.9276, loss: 2.9276 2020-06-17 06:57:49,535 - mmaction - INFO - Epoch [25][540/3134] lr: 0.01000, eta: 1 day, 14:48:18, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6250, loss_cls: 3.0365, loss: 3.0365 2020-06-17 06:58:01,279 - mmaction - INFO - Epoch [25][560/3134] lr: 0.01000, eta: 1 day, 14:48:06, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5750, loss_cls: 3.1354, loss: 3.1354 2020-06-17 06:58:12,998 - mmaction - INFO - Epoch [25][580/3134] lr: 0.01000, eta: 1 day, 14:47:54, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6219, loss_cls: 2.8634, loss: 2.8634 2020-06-17 06:58:24,653 - mmaction - INFO - Epoch [25][600/3134] lr: 0.01000, eta: 1 day, 14:47:42, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4000, top5_acc: 0.6344, loss_cls: 2.9830, loss: 2.9830 2020-06-17 06:58:36,303 - mmaction - INFO - Epoch [25][620/3134] lr: 0.01000, eta: 1 day, 14:47:30, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3281, top5_acc: 0.6000, loss_cls: 3.0794, loss: 3.0794 2020-06-17 06:58:47,987 - mmaction - INFO - Epoch [25][640/3134] lr: 0.01000, eta: 1 day, 14:47:18, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5687, loss_cls: 3.2687, loss: 3.2687 2020-06-17 06:58:59,688 - mmaction - INFO - Epoch [25][660/3134] lr: 0.01000, eta: 1 day, 14:47:06, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5906, loss_cls: 3.0422, loss: 3.0422 2020-06-17 06:59:11,307 - mmaction - INFO - Epoch [25][680/3134] lr: 0.01000, eta: 1 day, 14:46:54, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6000, loss_cls: 2.9947, loss: 2.9947 2020-06-17 06:59:22,890 - mmaction - INFO - Epoch [25][700/3134] lr: 0.01000, eta: 1 day, 14:46:42, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5906, loss_cls: 3.0899, loss: 3.0899 2020-06-17 06:59:34,520 - mmaction - INFO - Epoch [25][720/3134] lr: 0.01000, eta: 1 day, 14:46:29, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5563, loss_cls: 3.2544, loss: 3.2544 2020-06-17 06:59:46,155 - mmaction - INFO - Epoch [25][740/3134] lr: 0.01000, eta: 1 day, 14:46:17, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5875, loss_cls: 3.0750, loss: 3.0750 2020-06-17 06:59:57,754 - mmaction - INFO - Epoch [25][760/3134] lr: 0.01000, eta: 1 day, 14:46:05, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5188, loss_cls: 3.3083, loss: 3.3083 2020-06-17 07:00:10,733 - mmaction - INFO - Epoch [25][780/3134] lr: 0.01000, eta: 1 day, 14:45:54, time: 0.606, data_time: 0.004, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5687, loss_cls: 3.2813, loss: 3.2813 2020-06-17 07:00:22,682 - mmaction - INFO - Epoch [25][800/3134] lr: 0.01000, eta: 1 day, 14:45:46, time: 0.640, data_time: 0.048, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5500, loss_cls: 3.1824, loss: 3.1824 2020-06-17 07:00:34,807 - mmaction - INFO - Epoch [25][820/3134] lr: 0.01000, eta: 1 day, 14:45:35, time: 0.607, data_time: 0.002, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5719, loss_cls: 3.1251, loss: 3.1251 2020-06-17 07:00:46,452 - mmaction - INFO - Epoch [25][840/3134] lr: 0.01000, eta: 1 day, 14:45:23, time: 0.579, data_time: 0.004, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5844, loss_cls: 3.1043, loss: 3.1043 2020-06-17 07:00:58,122 - mmaction - INFO - Epoch [25][860/3134] lr: 0.01000, eta: 1 day, 14:45:11, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5781, loss_cls: 3.0930, loss: 3.0930 2020-06-17 07:01:09,712 - mmaction - INFO - Epoch [25][880/3134] lr: 0.01000, eta: 1 day, 14:44:59, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3125, top5_acc: 0.6062, loss_cls: 2.9796, loss: 2.9796 2020-06-17 07:01:21,371 - mmaction - INFO - Epoch [25][900/3134] lr: 0.01000, eta: 1 day, 14:44:47, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6062, loss_cls: 2.9106, loss: 2.9106 2020-06-17 07:01:33,092 - mmaction - INFO - Epoch [25][920/3134] lr: 0.01000, eta: 1 day, 14:44:35, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5563, loss_cls: 3.0966, loss: 3.0966 2020-06-17 07:01:44,713 - mmaction - INFO - Epoch [25][940/3134] lr: 0.01000, eta: 1 day, 14:44:23, time: 0.583, data_time: 0.005, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5969, loss_cls: 3.1687, loss: 3.1687 2020-06-17 07:01:56,311 - mmaction - INFO - Epoch [25][960/3134] lr: 0.01000, eta: 1 day, 14:44:11, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3656, top5_acc: 0.5500, loss_cls: 3.0570, loss: 3.0570 2020-06-17 07:02:07,951 - mmaction - INFO - Epoch [25][980/3134] lr: 0.01000, eta: 1 day, 14:43:58, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5906, loss_cls: 3.0593, loss: 3.0593 2020-06-17 07:02:19,564 - mmaction - INFO - Epoch [25][1000/3134] lr: 0.01000, eta: 1 day, 14:43:46, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5625, loss_cls: 3.1855, loss: 3.1855 2020-06-17 07:02:31,169 - mmaction - INFO - Epoch [25][1020/3134] lr: 0.01000, eta: 1 day, 14:43:34, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5938, loss_cls: 3.0461, loss: 3.0461 2020-06-17 07:02:42,727 - mmaction - INFO - Epoch [25][1040/3134] lr: 0.01000, eta: 1 day, 14:43:22, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.3344, top5_acc: 0.6281, loss_cls: 3.0118, loss: 3.0118 2020-06-17 07:02:54,348 - mmaction - INFO - Epoch [25][1060/3134] lr: 0.01000, eta: 1 day, 14:43:09, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5375, loss_cls: 3.2085, loss: 3.2085 2020-06-17 07:03:06,017 - mmaction - INFO - Epoch [25][1080/3134] lr: 0.01000, eta: 1 day, 14:42:57, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6344, loss_cls: 2.9236, loss: 2.9236 2020-06-17 07:03:17,668 - mmaction - INFO - Epoch [25][1100/3134] lr: 0.01000, eta: 1 day, 14:42:45, time: 0.582, data_time: 0.000, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6531, loss_cls: 2.8183, loss: 2.8183 2020-06-17 07:03:29,188 - mmaction - INFO - Epoch [25][1120/3134] lr: 0.01000, eta: 1 day, 14:42:33, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5875, loss_cls: 3.0346, loss: 3.0346 2020-06-17 07:03:40,877 - mmaction - INFO - Epoch [25][1140/3134] lr: 0.01000, eta: 1 day, 14:42:21, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5781, loss_cls: 3.0618, loss: 3.0618 2020-06-17 07:03:52,550 - mmaction - INFO - Epoch [25][1160/3134] lr: 0.01000, eta: 1 day, 14:42:09, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3219, top5_acc: 0.6500, loss_cls: 2.9524, loss: 2.9524 2020-06-17 07:04:04,210 - mmaction - INFO - Epoch [25][1180/3134] lr: 0.01000, eta: 1 day, 14:41:57, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5750, loss_cls: 3.1214, loss: 3.1214 2020-06-17 07:04:15,867 - mmaction - INFO - Epoch [25][1200/3134] lr: 0.01000, eta: 1 day, 14:41:45, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3219, top5_acc: 0.6469, loss_cls: 2.9257, loss: 2.9257 2020-06-17 07:04:27,522 - mmaction - INFO - Epoch [25][1220/3134] lr: 0.01000, eta: 1 day, 14:41:33, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5938, loss_cls: 3.2007, loss: 3.2007 2020-06-17 07:04:39,116 - mmaction - INFO - Epoch [25][1240/3134] lr: 0.01000, eta: 1 day, 14:41:20, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5594, loss_cls: 3.2572, loss: 3.2572 2020-06-17 07:04:50,839 - mmaction - INFO - Epoch [25][1260/3134] lr: 0.01000, eta: 1 day, 14:41:08, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3156, top5_acc: 0.6156, loss_cls: 2.9892, loss: 2.9892 2020-06-17 07:05:02,605 - mmaction - INFO - Epoch [25][1280/3134] lr: 0.01000, eta: 1 day, 14:40:57, time: 0.589, data_time: 0.003, memory: 8339, top1_acc: 0.3281, top5_acc: 0.6031, loss_cls: 3.0666, loss: 3.0666 2020-06-17 07:05:14,201 - mmaction - INFO - Epoch [25][1300/3134] lr: 0.01000, eta: 1 day, 14:40:45, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3656, top5_acc: 0.5969, loss_cls: 2.9851, loss: 2.9851 2020-06-17 07:05:25,815 - mmaction - INFO - Epoch [25][1320/3134] lr: 0.01000, eta: 1 day, 14:40:32, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5437, loss_cls: 3.2039, loss: 3.2039 2020-06-17 07:05:37,432 - mmaction - INFO - Epoch [25][1340/3134] lr: 0.01000, eta: 1 day, 14:40:20, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5312, loss_cls: 3.3548, loss: 3.3548 2020-06-17 07:05:49,065 - mmaction - INFO - Epoch [25][1360/3134] lr: 0.01000, eta: 1 day, 14:40:08, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5844, loss_cls: 3.1882, loss: 3.1882 2020-06-17 07:06:00,612 - mmaction - INFO - Epoch [25][1380/3134] lr: 0.01000, eta: 1 day, 14:39:56, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5750, loss_cls: 3.0909, loss: 3.0909 2020-06-17 07:06:12,316 - mmaction - INFO - Epoch [25][1400/3134] lr: 0.01000, eta: 1 day, 14:39:44, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5938, loss_cls: 3.0411, loss: 3.0411 2020-06-17 07:06:23,846 - mmaction - INFO - Epoch [25][1420/3134] lr: 0.01000, eta: 1 day, 14:39:31, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5969, loss_cls: 3.0463, loss: 3.0463 2020-06-17 07:06:35,510 - mmaction - INFO - Epoch [25][1440/3134] lr: 0.01000, eta: 1 day, 14:39:19, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5563, loss_cls: 3.2457, loss: 3.2457 2020-06-17 07:06:47,138 - mmaction - INFO - Epoch [25][1460/3134] lr: 0.01000, eta: 1 day, 14:39:07, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6219, loss_cls: 2.9511, loss: 2.9511 2020-06-17 07:06:58,787 - mmaction - INFO - Epoch [25][1480/3134] lr: 0.01000, eta: 1 day, 14:38:55, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5687, loss_cls: 3.1808, loss: 3.1808 2020-06-17 07:07:10,379 - mmaction - INFO - Epoch [25][1500/3134] lr: 0.01000, eta: 1 day, 14:38:43, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5344, loss_cls: 3.2887, loss: 3.2887 2020-06-17 07:07:22,013 - mmaction - INFO - Epoch [25][1520/3134] lr: 0.01000, eta: 1 day, 14:38:31, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6281, loss_cls: 2.9174, loss: 2.9174 2020-06-17 07:07:33,580 - mmaction - INFO - Epoch [25][1540/3134] lr: 0.01000, eta: 1 day, 14:38:18, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5656, loss_cls: 3.1271, loss: 3.1271 2020-06-17 07:07:45,179 - mmaction - INFO - Epoch [25][1560/3134] lr: 0.01000, eta: 1 day, 14:38:06, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6219, loss_cls: 2.9846, loss: 2.9846 2020-06-17 07:07:56,859 - mmaction - INFO - Epoch [25][1580/3134] lr: 0.01000, eta: 1 day, 14:37:54, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6031, loss_cls: 3.0020, loss: 3.0020 2020-06-17 07:08:08,490 - mmaction - INFO - Epoch [25][1600/3134] lr: 0.01000, eta: 1 day, 14:37:42, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5875, loss_cls: 3.0873, loss: 3.0873 2020-06-17 07:08:20,084 - mmaction - INFO - Epoch [25][1620/3134] lr: 0.01000, eta: 1 day, 14:37:30, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5781, loss_cls: 3.2130, loss: 3.2130 2020-06-17 07:08:31,701 - mmaction - INFO - Epoch [25][1640/3134] lr: 0.01000, eta: 1 day, 14:37:17, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6219, loss_cls: 2.8217, loss: 2.8217 2020-06-17 07:08:43,327 - mmaction - INFO - Epoch [25][1660/3134] lr: 0.01000, eta: 1 day, 14:37:05, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5656, loss_cls: 3.0845, loss: 3.0845 2020-06-17 07:08:54,953 - mmaction - INFO - Epoch [25][1680/3134] lr: 0.01000, eta: 1 day, 14:36:53, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5906, loss_cls: 3.1892, loss: 3.1892 2020-06-17 07:09:06,588 - mmaction - INFO - Epoch [25][1700/3134] lr: 0.01000, eta: 1 day, 14:36:41, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6125, loss_cls: 2.9373, loss: 2.9373 2020-06-17 07:09:18,225 - mmaction - INFO - Epoch [25][1720/3134] lr: 0.01000, eta: 1 day, 14:36:29, time: 0.582, data_time: 0.000, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5906, loss_cls: 3.0061, loss: 3.0061 2020-06-17 07:09:29,843 - mmaction - INFO - Epoch [25][1740/3134] lr: 0.01000, eta: 1 day, 14:36:17, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.3344, top5_acc: 0.6500, loss_cls: 2.8906, loss: 2.8906 2020-06-17 07:09:41,509 - mmaction - INFO - Epoch [25][1760/3134] lr: 0.01000, eta: 1 day, 14:36:05, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6156, loss_cls: 3.0949, loss: 3.0949 2020-06-17 07:09:53,194 - mmaction - INFO - Epoch [25][1780/3134] lr: 0.01000, eta: 1 day, 14:35:53, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6031, loss_cls: 3.0977, loss: 3.0977 2020-06-17 07:10:04,880 - mmaction - INFO - Epoch [25][1800/3134] lr: 0.01000, eta: 1 day, 14:35:41, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5875, loss_cls: 3.1374, loss: 3.1374 2020-06-17 07:10:16,454 - mmaction - INFO - Epoch [25][1820/3134] lr: 0.01000, eta: 1 day, 14:35:28, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5969, loss_cls: 3.0729, loss: 3.0729 2020-06-17 07:10:28,124 - mmaction - INFO - Epoch [25][1840/3134] lr: 0.01000, eta: 1 day, 14:35:16, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6000, loss_cls: 2.9659, loss: 2.9659 2020-06-17 07:10:39,781 - mmaction - INFO - Epoch [25][1860/3134] lr: 0.01000, eta: 1 day, 14:35:04, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5938, loss_cls: 3.0953, loss: 3.0953 2020-06-17 07:10:51,372 - mmaction - INFO - Epoch [25][1880/3134] lr: 0.01000, eta: 1 day, 14:34:52, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6000, loss_cls: 2.9695, loss: 2.9695 2020-06-17 07:11:02,973 - mmaction - INFO - Epoch [25][1900/3134] lr: 0.01000, eta: 1 day, 14:34:40, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6094, loss_cls: 2.9063, loss: 2.9063 2020-06-17 07:11:14,653 - mmaction - INFO - Epoch [25][1920/3134] lr: 0.01000, eta: 1 day, 14:34:28, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3281, top5_acc: 0.6687, loss_cls: 2.7832, loss: 2.7832 2020-06-17 07:11:26,242 - mmaction - INFO - Epoch [25][1940/3134] lr: 0.01000, eta: 1 day, 14:34:16, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3281, top5_acc: 0.6000, loss_cls: 3.0449, loss: 3.0449 2020-06-17 07:11:37,906 - mmaction - INFO - Epoch [25][1960/3134] lr: 0.01000, eta: 1 day, 14:34:04, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5531, loss_cls: 3.2910, loss: 3.2910 2020-06-17 07:11:49,610 - mmaction - INFO - Epoch [25][1980/3134] lr: 0.01000, eta: 1 day, 14:33:52, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5500, loss_cls: 3.0424, loss: 3.0424 2020-06-17 07:12:01,308 - mmaction - INFO - Epoch [25][2000/3134] lr: 0.01000, eta: 1 day, 14:33:40, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3312, top5_acc: 0.6000, loss_cls: 3.0354, loss: 3.0354 2020-06-17 07:12:12,941 - mmaction - INFO - Epoch [25][2020/3134] lr: 0.01000, eta: 1 day, 14:33:28, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5625, loss_cls: 3.2261, loss: 3.2261 2020-06-17 07:12:24,585 - mmaction - INFO - Epoch [25][2040/3134] lr: 0.01000, eta: 1 day, 14:33:15, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3812, top5_acc: 0.6469, loss_cls: 2.8734, loss: 2.8734 2020-06-17 07:12:36,224 - mmaction - INFO - Epoch [25][2060/3134] lr: 0.01000, eta: 1 day, 14:33:03, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5656, loss_cls: 3.1399, loss: 3.1399 2020-06-17 07:12:47,860 - mmaction - INFO - Epoch [25][2080/3134] lr: 0.01000, eta: 1 day, 14:32:51, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6312, loss_cls: 2.9264, loss: 2.9264 2020-06-17 07:12:59,545 - mmaction - INFO - Epoch [25][2100/3134] lr: 0.01000, eta: 1 day, 14:32:39, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3844, top5_acc: 0.6312, loss_cls: 2.8167, loss: 2.8167 2020-06-17 07:13:11,252 - mmaction - INFO - Epoch [25][2120/3134] lr: 0.01000, eta: 1 day, 14:32:27, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5625, loss_cls: 3.1954, loss: 3.1954 2020-06-17 07:13:22,800 - mmaction - INFO - Epoch [25][2140/3134] lr: 0.01000, eta: 1 day, 14:32:15, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6031, loss_cls: 3.0121, loss: 3.0121 2020-06-17 07:13:34,430 - mmaction - INFO - Epoch [25][2160/3134] lr: 0.01000, eta: 1 day, 14:32:03, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5750, loss_cls: 3.1054, loss: 3.1054 2020-06-17 07:13:46,085 - mmaction - INFO - Epoch [25][2180/3134] lr: 0.01000, eta: 1 day, 14:31:51, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5687, loss_cls: 3.1175, loss: 3.1175 2020-06-17 07:13:57,777 - mmaction - INFO - Epoch [25][2200/3134] lr: 0.01000, eta: 1 day, 14:31:39, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5625, loss_cls: 3.1349, loss: 3.1349 2020-06-17 07:14:09,421 - mmaction - INFO - Epoch [25][2220/3134] lr: 0.01000, eta: 1 day, 14:31:27, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5531, loss_cls: 3.2003, loss: 3.2003 2020-06-17 07:14:21,185 - mmaction - INFO - Epoch [25][2240/3134] lr: 0.01000, eta: 1 day, 14:31:15, time: 0.589, data_time: 0.003, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5906, loss_cls: 3.1074, loss: 3.1074 2020-06-17 07:14:32,845 - mmaction - INFO - Epoch [25][2260/3134] lr: 0.01000, eta: 1 day, 14:31:03, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6281, loss_cls: 2.9853, loss: 2.9853 2020-06-17 07:14:44,516 - mmaction - INFO - Epoch [25][2280/3134] lr: 0.01000, eta: 1 day, 14:30:51, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6000, loss_cls: 2.9537, loss: 2.9537 2020-06-17 07:14:56,152 - mmaction - INFO - Epoch [25][2300/3134] lr: 0.01000, eta: 1 day, 14:30:39, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5750, loss_cls: 3.1080, loss: 3.1080 2020-06-17 07:15:07,784 - mmaction - INFO - Epoch [25][2320/3134] lr: 0.01000, eta: 1 day, 14:30:27, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6250, loss_cls: 2.9359, loss: 2.9359 2020-06-17 07:15:19,433 - mmaction - INFO - Epoch [25][2340/3134] lr: 0.01000, eta: 1 day, 14:30:15, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5938, loss_cls: 2.9927, loss: 2.9927 2020-06-17 07:15:31,043 - mmaction - INFO - Epoch [25][2360/3134] lr: 0.01000, eta: 1 day, 14:30:02, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6094, loss_cls: 2.9736, loss: 2.9736 2020-06-17 07:15:42,662 - mmaction - INFO - Epoch [25][2380/3134] lr: 0.01000, eta: 1 day, 14:29:50, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5844, loss_cls: 3.1286, loss: 3.1286 2020-06-17 07:15:54,424 - mmaction - INFO - Epoch [25][2400/3134] lr: 0.01000, eta: 1 day, 14:29:38, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5844, loss_cls: 3.0078, loss: 3.0078 2020-06-17 07:16:06,021 - mmaction - INFO - Epoch [25][2420/3134] lr: 0.01000, eta: 1 day, 14:29:26, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6156, loss_cls: 2.9189, loss: 2.9189 2020-06-17 07:16:17,613 - mmaction - INFO - Epoch [25][2440/3134] lr: 0.01000, eta: 1 day, 14:29:14, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5938, loss_cls: 3.0695, loss: 3.0695 2020-06-17 07:16:29,265 - mmaction - INFO - Epoch [25][2460/3134] lr: 0.01000, eta: 1 day, 14:29:02, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5969, loss_cls: 3.0476, loss: 3.0476 2020-06-17 07:16:40,871 - mmaction - INFO - Epoch [25][2480/3134] lr: 0.01000, eta: 1 day, 14:28:50, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6062, loss_cls: 2.9750, loss: 2.9750 2020-06-17 07:16:52,493 - mmaction - INFO - Epoch [25][2500/3134] lr: 0.01000, eta: 1 day, 14:28:38, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5375, loss_cls: 3.3195, loss: 3.3195 2020-06-17 07:17:04,248 - mmaction - INFO - Epoch [25][2520/3134] lr: 0.01000, eta: 1 day, 14:28:26, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5656, loss_cls: 3.1904, loss: 3.1904 2020-06-17 07:17:15,788 - mmaction - INFO - Epoch [25][2540/3134] lr: 0.01000, eta: 1 day, 14:28:13, time: 0.580, data_time: 0.005, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5719, loss_cls: 3.2233, loss: 3.2233 2020-06-17 07:17:27,440 - mmaction - INFO - Epoch [25][2560/3134] lr: 0.01000, eta: 1 day, 14:28:01, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5687, loss_cls: 3.1529, loss: 3.1529 2020-06-17 07:17:39,128 - mmaction - INFO - Epoch [25][2580/3134] lr: 0.01000, eta: 1 day, 14:27:49, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3281, top5_acc: 0.6031, loss_cls: 3.0777, loss: 3.0777 2020-06-17 07:17:50,701 - mmaction - INFO - Epoch [25][2600/3134] lr: 0.01000, eta: 1 day, 14:27:37, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.2719, top5_acc: 0.5406, loss_cls: 3.2652, loss: 3.2652 2020-06-17 07:18:02,324 - mmaction - INFO - Epoch [25][2620/3134] lr: 0.01000, eta: 1 day, 14:27:25, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3750, top5_acc: 0.5687, loss_cls: 3.0517, loss: 3.0517 2020-06-17 07:18:13,981 - mmaction - INFO - Epoch [25][2640/3134] lr: 0.01000, eta: 1 day, 14:27:13, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3281, top5_acc: 0.6219, loss_cls: 3.0009, loss: 3.0009 2020-06-17 07:18:25,608 - mmaction - INFO - Epoch [25][2660/3134] lr: 0.01000, eta: 1 day, 14:27:01, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5531, loss_cls: 3.2191, loss: 3.2191 2020-06-17 07:18:37,225 - mmaction - INFO - Epoch [25][2680/3134] lr: 0.01000, eta: 1 day, 14:26:49, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6062, loss_cls: 3.0447, loss: 3.0447 2020-06-17 07:18:48,905 - mmaction - INFO - Epoch [25][2700/3134] lr: 0.01000, eta: 1 day, 14:26:37, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3781, top5_acc: 0.5406, loss_cls: 3.0185, loss: 3.0185 2020-06-17 07:19:00,449 - mmaction - INFO - Epoch [25][2720/3134] lr: 0.01000, eta: 1 day, 14:26:24, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6062, loss_cls: 2.9970, loss: 2.9970 2020-06-17 07:19:12,140 - mmaction - INFO - Epoch [25][2740/3134] lr: 0.01000, eta: 1 day, 14:26:12, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5594, loss_cls: 3.1603, loss: 3.1603 2020-06-17 07:19:23,770 - mmaction - INFO - Epoch [25][2760/3134] lr: 0.01000, eta: 1 day, 14:26:00, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6125, loss_cls: 2.8237, loss: 2.8237 2020-06-17 07:19:35,298 - mmaction - INFO - Epoch [25][2780/3134] lr: 0.01000, eta: 1 day, 14:25:48, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5813, loss_cls: 3.1024, loss: 3.1024 2020-06-17 07:19:46,945 - mmaction - INFO - Epoch [25][2800/3134] lr: 0.01000, eta: 1 day, 14:25:36, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6000, loss_cls: 2.8704, loss: 2.8704 2020-06-17 07:19:58,534 - mmaction - INFO - Epoch [25][2820/3134] lr: 0.01000, eta: 1 day, 14:25:23, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5969, loss_cls: 2.9771, loss: 2.9771 2020-06-17 07:20:10,185 - mmaction - INFO - Epoch [25][2840/3134] lr: 0.01000, eta: 1 day, 14:25:11, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3281, top5_acc: 0.6438, loss_cls: 2.9621, loss: 2.9621 2020-06-17 07:20:21,844 - mmaction - INFO - Epoch [25][2860/3134] lr: 0.01000, eta: 1 day, 14:24:59, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5906, loss_cls: 3.1264, loss: 3.1264 2020-06-17 07:20:33,449 - mmaction - INFO - Epoch [25][2880/3134] lr: 0.01000, eta: 1 day, 14:24:47, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5531, loss_cls: 3.2001, loss: 3.2001 2020-06-17 07:20:45,106 - mmaction - INFO - Epoch [25][2900/3134] lr: 0.01000, eta: 1 day, 14:24:35, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5969, loss_cls: 3.0498, loss: 3.0498 2020-06-17 07:20:56,762 - mmaction - INFO - Epoch [25][2920/3134] lr: 0.01000, eta: 1 day, 14:24:23, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6219, loss_cls: 2.9270, loss: 2.9270 2020-06-17 07:21:08,290 - mmaction - INFO - Epoch [25][2940/3134] lr: 0.01000, eta: 1 day, 14:24:11, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5938, loss_cls: 3.1228, loss: 3.1228 2020-06-17 07:21:19,893 - mmaction - INFO - Epoch [25][2960/3134] lr: 0.01000, eta: 1 day, 14:23:58, time: 0.579, data_time: 0.004, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6031, loss_cls: 3.0213, loss: 3.0213 2020-06-17 07:21:31,476 - mmaction - INFO - Epoch [25][2980/3134] lr: 0.01000, eta: 1 day, 14:23:46, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5750, loss_cls: 3.1439, loss: 3.1439 2020-06-17 07:21:43,137 - mmaction - INFO - Epoch [25][3000/3134] lr: 0.01000, eta: 1 day, 14:23:34, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3594, top5_acc: 0.5938, loss_cls: 2.9437, loss: 2.9437 2020-06-17 07:21:54,781 - mmaction - INFO - Epoch [25][3020/3134] lr: 0.01000, eta: 1 day, 14:23:22, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5625, loss_cls: 3.1627, loss: 3.1627 2020-06-17 07:22:06,407 - mmaction - INFO - Epoch [25][3040/3134] lr: 0.01000, eta: 1 day, 14:23:10, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5625, loss_cls: 3.1495, loss: 3.1495 2020-06-17 07:22:18,005 - mmaction - INFO - Epoch [25][3060/3134] lr: 0.01000, eta: 1 day, 14:22:58, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5344, loss_cls: 3.3038, loss: 3.3038 2020-06-17 07:22:29,611 - mmaction - INFO - Epoch [25][3080/3134] lr: 0.01000, eta: 1 day, 14:22:45, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5875, loss_cls: 3.1152, loss: 3.1152 2020-06-17 07:22:41,352 - mmaction - INFO - Epoch [25][3100/3134] lr: 0.01000, eta: 1 day, 14:22:34, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5844, loss_cls: 3.1218, loss: 3.1218 2020-06-17 07:22:52,897 - mmaction - INFO - Epoch [25][3120/3134] lr: 0.01000, eta: 1 day, 14:22:21, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5687, loss_cls: 3.1795, loss: 3.1795 2020-06-17 07:23:32,092 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-17 07:23:33,352 - mmaction - INFO - top1_acc 0.2390 top5_acc 0.4880 2020-06-17 07:23:33,369 - mmaction - INFO - Epoch [25][3134/3134] lr: 0.01000, top1_acc: 0.2390, top5_acc: 0.4880 2020-06-17 07:23:49,673 - mmaction - INFO - Epoch [26][20/3134] lr: 0.01000, eta: 1 day, 14:21:50, time: 0.815, data_time: 0.239, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6438, loss_cls: 2.7933, loss: 2.7933 2020-06-17 07:24:01,303 - mmaction - INFO - Epoch [26][40/3134] lr: 0.01000, eta: 1 day, 14:21:38, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5687, loss_cls: 3.1594, loss: 3.1594 2020-06-17 07:24:12,937 - mmaction - INFO - Epoch [26][60/3134] lr: 0.01000, eta: 1 day, 14:21:26, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5969, loss_cls: 2.9149, loss: 2.9149 2020-06-17 07:24:24,532 - mmaction - INFO - Epoch [26][80/3134] lr: 0.01000, eta: 1 day, 14:21:14, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6312, loss_cls: 2.8904, loss: 2.8904 2020-06-17 07:24:36,204 - mmaction - INFO - Epoch [26][100/3134] lr: 0.01000, eta: 1 day, 14:21:02, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6219, loss_cls: 2.9449, loss: 2.9449 2020-06-17 07:24:47,782 - mmaction - INFO - Epoch [26][120/3134] lr: 0.01000, eta: 1 day, 14:20:50, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3000, top5_acc: 0.6094, loss_cls: 3.0071, loss: 3.0071 2020-06-17 07:24:59,388 - mmaction - INFO - Epoch [26][140/3134] lr: 0.01000, eta: 1 day, 14:20:37, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5844, loss_cls: 3.1497, loss: 3.1497 2020-06-17 07:25:11,044 - mmaction - INFO - Epoch [26][160/3134] lr: 0.01000, eta: 1 day, 14:20:25, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.4094, top5_acc: 0.6594, loss_cls: 2.8319, loss: 2.8319 2020-06-17 07:25:22,690 - mmaction - INFO - Epoch [26][180/3134] lr: 0.01000, eta: 1 day, 14:20:13, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6000, loss_cls: 3.0360, loss: 3.0360 2020-06-17 07:25:34,280 - mmaction - INFO - Epoch [26][200/3134] lr: 0.01000, eta: 1 day, 14:20:01, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6687, loss_cls: 2.7285, loss: 2.7285 2020-06-17 07:25:45,929 - mmaction - INFO - Epoch [26][220/3134] lr: 0.01000, eta: 1 day, 14:19:49, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6219, loss_cls: 2.9355, loss: 2.9355 2020-06-17 07:25:57,517 - mmaction - INFO - Epoch [26][240/3134] lr: 0.01000, eta: 1 day, 14:19:37, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5500, loss_cls: 3.0054, loss: 3.0054 2020-06-17 07:26:09,150 - mmaction - INFO - Epoch [26][260/3134] lr: 0.01000, eta: 1 day, 14:19:24, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6031, loss_cls: 2.8915, loss: 2.8915 2020-06-17 07:26:20,977 - mmaction - INFO - Epoch [26][280/3134] lr: 0.01000, eta: 1 day, 14:19:13, time: 0.591, data_time: 0.004, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6062, loss_cls: 3.1030, loss: 3.1030 2020-06-17 07:26:32,597 - mmaction - INFO - Epoch [26][300/3134] lr: 0.01000, eta: 1 day, 14:19:01, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3625, top5_acc: 0.5938, loss_cls: 2.9651, loss: 2.9651 2020-06-17 07:26:44,147 - mmaction - INFO - Epoch [26][320/3134] lr: 0.01000, eta: 1 day, 14:18:48, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.3812, top5_acc: 0.6188, loss_cls: 2.9852, loss: 2.9852 2020-06-17 07:26:55,983 - mmaction - INFO - Epoch [26][340/3134] lr: 0.01000, eta: 1 day, 14:18:37, time: 0.589, data_time: 0.003, memory: 8339, top1_acc: 0.4000, top5_acc: 0.6156, loss_cls: 2.9300, loss: 2.9300 2020-06-17 07:27:07,654 - mmaction - INFO - Epoch [26][360/3134] lr: 0.01000, eta: 1 day, 14:18:25, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6094, loss_cls: 3.0377, loss: 3.0377 2020-06-17 07:27:19,247 - mmaction - INFO - Epoch [26][380/3134] lr: 0.01000, eta: 1 day, 14:18:13, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4000, top5_acc: 0.5969, loss_cls: 2.9127, loss: 2.9127 2020-06-17 07:27:30,905 - mmaction - INFO - Epoch [26][400/3134] lr: 0.01000, eta: 1 day, 14:18:01, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6281, loss_cls: 2.8365, loss: 2.8365 2020-06-17 07:27:42,566 - mmaction - INFO - Epoch [26][420/3134] lr: 0.01000, eta: 1 day, 14:17:49, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6094, loss_cls: 2.9138, loss: 2.9138 2020-06-17 07:27:54,127 - mmaction - INFO - Epoch [26][440/3134] lr: 0.01000, eta: 1 day, 14:17:36, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3156, top5_acc: 0.6031, loss_cls: 3.1530, loss: 3.1530 2020-06-17 07:28:05,763 - mmaction - INFO - Epoch [26][460/3134] lr: 0.01000, eta: 1 day, 14:17:24, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5906, loss_cls: 3.0531, loss: 3.0531 2020-06-17 07:28:17,395 - mmaction - INFO - Epoch [26][480/3134] lr: 0.01000, eta: 1 day, 14:17:12, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6031, loss_cls: 3.0539, loss: 3.0539 2020-06-17 07:28:28,965 - mmaction - INFO - Epoch [26][500/3134] lr: 0.01000, eta: 1 day, 14:17:00, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5969, loss_cls: 3.0211, loss: 3.0211 2020-06-17 07:28:40,637 - mmaction - INFO - Epoch [26][520/3134] lr: 0.01000, eta: 1 day, 14:16:48, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3312, top5_acc: 0.6062, loss_cls: 3.0697, loss: 3.0697 2020-06-17 07:28:52,359 - mmaction - INFO - Epoch [26][540/3134] lr: 0.01000, eta: 1 day, 14:16:36, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5750, loss_cls: 3.0928, loss: 3.0928 2020-06-17 07:29:04,005 - mmaction - INFO - Epoch [26][560/3134] lr: 0.01000, eta: 1 day, 14:16:24, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5281, loss_cls: 3.2866, loss: 3.2866 2020-06-17 07:29:15,755 - mmaction - INFO - Epoch [26][580/3134] lr: 0.01000, eta: 1 day, 14:16:12, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5719, loss_cls: 3.0449, loss: 3.0449 2020-06-17 07:29:27,413 - mmaction - INFO - Epoch [26][600/3134] lr: 0.01000, eta: 1 day, 14:16:00, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6062, loss_cls: 3.0949, loss: 3.0949 2020-06-17 07:29:39,030 - mmaction - INFO - Epoch [26][620/3134] lr: 0.01000, eta: 1 day, 14:15:48, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6188, loss_cls: 2.9229, loss: 2.9229 2020-06-17 07:29:50,750 - mmaction - INFO - Epoch [26][640/3134] lr: 0.01000, eta: 1 day, 14:15:36, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5844, loss_cls: 3.0525, loss: 3.0525 2020-06-17 07:30:02,374 - mmaction - INFO - Epoch [26][660/3134] lr: 0.01000, eta: 1 day, 14:15:24, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6062, loss_cls: 2.9399, loss: 2.9399 2020-06-17 07:30:13,941 - mmaction - INFO - Epoch [26][680/3134] lr: 0.01000, eta: 1 day, 14:15:12, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5781, loss_cls: 3.0648, loss: 3.0648 2020-06-17 07:30:25,594 - mmaction - INFO - Epoch [26][700/3134] lr: 0.01000, eta: 1 day, 14:15:00, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5938, loss_cls: 3.0025, loss: 3.0025 2020-06-17 07:30:37,193 - mmaction - INFO - Epoch [26][720/3134] lr: 0.01000, eta: 1 day, 14:14:48, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5938, loss_cls: 3.0900, loss: 3.0900 2020-06-17 07:30:48,840 - mmaction - INFO - Epoch [26][740/3134] lr: 0.01000, eta: 1 day, 14:14:35, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5500, loss_cls: 3.1883, loss: 3.1883 2020-06-17 07:31:00,500 - mmaction - INFO - Epoch [26][760/3134] lr: 0.01000, eta: 1 day, 14:14:23, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3937, top5_acc: 0.6250, loss_cls: 2.8694, loss: 2.8694 2020-06-17 07:31:12,150 - mmaction - INFO - Epoch [26][780/3134] lr: 0.01000, eta: 1 day, 14:14:11, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6000, loss_cls: 2.9784, loss: 2.9784 2020-06-17 07:31:23,756 - mmaction - INFO - Epoch [26][800/3134] lr: 0.01000, eta: 1 day, 14:13:59, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5875, loss_cls: 3.0573, loss: 3.0573 2020-06-17 07:31:35,438 - mmaction - INFO - Epoch [26][820/3134] lr: 0.01000, eta: 1 day, 14:13:47, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5875, loss_cls: 3.1605, loss: 3.1605 2020-06-17 07:31:47,008 - mmaction - INFO - Epoch [26][840/3134] lr: 0.01000, eta: 1 day, 14:13:35, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3625, top5_acc: 0.5687, loss_cls: 3.0276, loss: 3.0276 2020-06-17 07:31:58,650 - mmaction - INFO - Epoch [26][860/3134] lr: 0.01000, eta: 1 day, 14:13:23, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3750, top5_acc: 0.5906, loss_cls: 3.0560, loss: 3.0560 2020-06-17 07:32:10,396 - mmaction - INFO - Epoch [26][880/3134] lr: 0.01000, eta: 1 day, 14:13:11, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5875, loss_cls: 3.0057, loss: 3.0057 2020-06-17 07:32:22,151 - mmaction - INFO - Epoch [26][900/3134] lr: 0.01000, eta: 1 day, 14:12:59, time: 0.589, data_time: 0.003, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6406, loss_cls: 2.9586, loss: 2.9586 2020-06-17 07:32:33,713 - mmaction - INFO - Epoch [26][920/3134] lr: 0.01000, eta: 1 day, 14:12:47, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.3844, top5_acc: 0.6062, loss_cls: 2.9201, loss: 2.9201 2020-06-17 07:32:45,466 - mmaction - INFO - Epoch [26][940/3134] lr: 0.01000, eta: 1 day, 14:12:35, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5813, loss_cls: 3.2005, loss: 3.2005 2020-06-17 07:32:57,142 - mmaction - INFO - Epoch [26][960/3134] lr: 0.01000, eta: 1 day, 14:12:23, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5750, loss_cls: 3.0834, loss: 3.0834 2020-06-17 07:33:08,792 - mmaction - INFO - Epoch [26][980/3134] lr: 0.01000, eta: 1 day, 14:12:11, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5875, loss_cls: 3.1192, loss: 3.1192 2020-06-17 07:33:20,453 - mmaction - INFO - Epoch [26][1000/3134] lr: 0.01000, eta: 1 day, 14:11:59, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6500, loss_cls: 2.8351, loss: 2.8351 2020-06-17 07:33:32,140 - mmaction - INFO - Epoch [26][1020/3134] lr: 0.01000, eta: 1 day, 14:11:47, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5969, loss_cls: 3.0448, loss: 3.0448 2020-06-17 07:33:43,748 - mmaction - INFO - Epoch [26][1040/3134] lr: 0.01000, eta: 1 day, 14:11:35, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.2594, top5_acc: 0.5375, loss_cls: 3.4324, loss: 3.4324 2020-06-17 07:33:55,473 - mmaction - INFO - Epoch [26][1060/3134] lr: 0.01000, eta: 1 day, 14:11:23, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5813, loss_cls: 3.1498, loss: 3.1498 2020-06-17 07:34:07,122 - mmaction - INFO - Epoch [26][1080/3134] lr: 0.01000, eta: 1 day, 14:11:11, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3312, top5_acc: 0.6062, loss_cls: 2.9926, loss: 2.9926 2020-06-17 07:34:18,674 - mmaction - INFO - Epoch [26][1100/3134] lr: 0.01000, eta: 1 day, 14:10:59, time: 0.577, data_time: 0.000, memory: 8339, top1_acc: 0.3250, top5_acc: 0.6094, loss_cls: 3.0340, loss: 3.0340 2020-06-17 07:34:30,357 - mmaction - INFO - Epoch [26][1120/3134] lr: 0.01000, eta: 1 day, 14:10:47, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6000, loss_cls: 2.9221, loss: 2.9221 2020-06-17 07:34:41,962 - mmaction - INFO - Epoch [26][1140/3134] lr: 0.01000, eta: 1 day, 14:10:35, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3281, top5_acc: 0.6125, loss_cls: 3.0861, loss: 3.0861 2020-06-17 07:34:53,641 - mmaction - INFO - Epoch [26][1160/3134] lr: 0.01000, eta: 1 day, 14:10:23, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3844, top5_acc: 0.6531, loss_cls: 2.7829, loss: 2.7829 2020-06-17 07:35:05,302 - mmaction - INFO - Epoch [26][1180/3134] lr: 0.01000, eta: 1 day, 14:10:11, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5687, loss_cls: 3.1970, loss: 3.1970 2020-06-17 07:35:16,956 - mmaction - INFO - Epoch [26][1200/3134] lr: 0.01000, eta: 1 day, 14:09:59, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6250, loss_cls: 2.9425, loss: 2.9425 2020-06-17 07:35:28,588 - mmaction - INFO - Epoch [26][1220/3134] lr: 0.01000, eta: 1 day, 14:09:47, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5875, loss_cls: 3.0725, loss: 3.0725 2020-06-17 07:35:40,255 - mmaction - INFO - Epoch [26][1240/3134] lr: 0.01000, eta: 1 day, 14:09:35, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3937, top5_acc: 0.6250, loss_cls: 2.8858, loss: 2.8858 2020-06-17 07:35:51,819 - mmaction - INFO - Epoch [26][1260/3134] lr: 0.01000, eta: 1 day, 14:09:22, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5969, loss_cls: 3.0665, loss: 3.0665 2020-06-17 07:36:03,414 - mmaction - INFO - Epoch [26][1280/3134] lr: 0.01000, eta: 1 day, 14:09:10, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5906, loss_cls: 3.0194, loss: 3.0194 2020-06-17 07:36:15,158 - mmaction - INFO - Epoch [26][1300/3134] lr: 0.01000, eta: 1 day, 14:08:58, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5969, loss_cls: 3.1335, loss: 3.1335 2020-06-17 07:36:26,787 - mmaction - INFO - Epoch [26][1320/3134] lr: 0.01000, eta: 1 day, 14:08:46, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.3625, top5_acc: 0.5969, loss_cls: 2.9831, loss: 2.9831 2020-06-17 07:36:38,511 - mmaction - INFO - Epoch [26][1340/3134] lr: 0.01000, eta: 1 day, 14:08:34, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5906, loss_cls: 3.1886, loss: 3.1886 2020-06-17 07:36:50,121 - mmaction - INFO - Epoch [26][1360/3134] lr: 0.01000, eta: 1 day, 14:08:22, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6219, loss_cls: 2.9133, loss: 2.9133 2020-06-17 07:37:01,833 - mmaction - INFO - Epoch [26][1380/3134] lr: 0.01000, eta: 1 day, 14:08:10, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3312, top5_acc: 0.6281, loss_cls: 2.9686, loss: 2.9686 2020-06-17 07:37:13,473 - mmaction - INFO - Epoch [26][1400/3134] lr: 0.01000, eta: 1 day, 14:07:58, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5687, loss_cls: 3.0613, loss: 3.0613 2020-06-17 07:37:25,013 - mmaction - INFO - Epoch [26][1420/3134] lr: 0.01000, eta: 1 day, 14:07:46, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5813, loss_cls: 3.0971, loss: 3.0971 2020-06-17 07:37:36,695 - mmaction - INFO - Epoch [26][1440/3134] lr: 0.01000, eta: 1 day, 14:07:34, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3812, top5_acc: 0.6125, loss_cls: 2.9110, loss: 2.9110 2020-06-17 07:37:48,342 - mmaction - INFO - Epoch [26][1460/3134] lr: 0.01000, eta: 1 day, 14:07:22, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5500, loss_cls: 3.0796, loss: 3.0796 2020-06-17 07:37:59,930 - mmaction - INFO - Epoch [26][1480/3134] lr: 0.01000, eta: 1 day, 14:07:10, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6125, loss_cls: 3.0017, loss: 3.0017 2020-06-17 07:38:11,576 - mmaction - INFO - Epoch [26][1500/3134] lr: 0.01000, eta: 1 day, 14:06:58, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5750, loss_cls: 3.0953, loss: 3.0953 2020-06-17 07:38:23,176 - mmaction - INFO - Epoch [26][1520/3134] lr: 0.01000, eta: 1 day, 14:06:45, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3656, top5_acc: 0.5969, loss_cls: 3.0248, loss: 3.0248 2020-06-17 07:38:34,717 - mmaction - INFO - Epoch [26][1540/3134] lr: 0.01000, eta: 1 day, 14:06:33, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5844, loss_cls: 3.1116, loss: 3.1116 2020-06-17 07:38:46,358 - mmaction - INFO - Epoch [26][1560/3134] lr: 0.01000, eta: 1 day, 14:06:21, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3656, top5_acc: 0.5969, loss_cls: 3.0360, loss: 3.0360 2020-06-17 07:38:57,944 - mmaction - INFO - Epoch [26][1580/3134] lr: 0.01000, eta: 1 day, 14:06:09, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6156, loss_cls: 2.9293, loss: 2.9293 2020-06-17 07:39:09,438 - mmaction - INFO - Epoch [26][1600/3134] lr: 0.01000, eta: 1 day, 14:05:56, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5906, loss_cls: 2.9723, loss: 2.9723 2020-06-17 07:39:21,127 - mmaction - INFO - Epoch [26][1620/3134] lr: 0.01000, eta: 1 day, 14:05:44, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3812, top5_acc: 0.6125, loss_cls: 2.9279, loss: 2.9279 2020-06-17 07:39:32,725 - mmaction - INFO - Epoch [26][1640/3134] lr: 0.01000, eta: 1 day, 14:05:32, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6188, loss_cls: 2.9111, loss: 2.9111 2020-06-17 07:39:44,368 - mmaction - INFO - Epoch [26][1660/3134] lr: 0.01000, eta: 1 day, 14:05:20, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5906, loss_cls: 3.2106, loss: 3.2106 2020-06-17 07:39:55,995 - mmaction - INFO - Epoch [26][1680/3134] lr: 0.01000, eta: 1 day, 14:05:08, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5563, loss_cls: 3.1417, loss: 3.1417 2020-06-17 07:40:29,798 - mmaction - INFO - Epoch [26][1700/3134] lr: 0.01000, eta: 1 day, 14:06:01, time: 1.691, data_time: 0.004, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6250, loss_cls: 2.8829, loss: 2.8829 2020-06-17 07:40:41,405 - mmaction - INFO - Epoch [26][1720/3134] lr: 0.01000, eta: 1 day, 14:05:48, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5844, loss_cls: 3.0305, loss: 3.0305 2020-06-17 07:40:53,023 - mmaction - INFO - Epoch [26][1740/3134] lr: 0.01000, eta: 1 day, 14:05:36, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5969, loss_cls: 2.9490, loss: 2.9490 2020-06-17 07:41:04,676 - mmaction - INFO - Epoch [26][1760/3134] lr: 0.01000, eta: 1 day, 14:05:24, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5938, loss_cls: 3.0746, loss: 3.0746 2020-06-17 07:41:16,271 - mmaction - INFO - Epoch [26][1780/3134] lr: 0.01000, eta: 1 day, 14:05:12, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3625, top5_acc: 0.5469, loss_cls: 3.0833, loss: 3.0833 2020-06-17 07:41:27,896 - mmaction - INFO - Epoch [26][1800/3134] lr: 0.01000, eta: 1 day, 14:05:00, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5875, loss_cls: 2.9868, loss: 2.9868 2020-06-17 07:41:39,451 - mmaction - INFO - Epoch [26][1820/3134] lr: 0.01000, eta: 1 day, 14:04:47, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5781, loss_cls: 3.1799, loss: 3.1799 2020-06-17 07:41:51,038 - mmaction - INFO - Epoch [26][1840/3134] lr: 0.01000, eta: 1 day, 14:04:35, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3250, top5_acc: 0.6062, loss_cls: 3.0706, loss: 3.0706 2020-06-17 07:42:02,739 - mmaction - INFO - Epoch [26][1860/3134] lr: 0.01000, eta: 1 day, 14:04:23, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5594, loss_cls: 3.2063, loss: 3.2063 2020-06-17 07:42:14,383 - mmaction - INFO - Epoch [26][1880/3134] lr: 0.01000, eta: 1 day, 14:04:11, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6406, loss_cls: 2.9696, loss: 2.9696 2020-06-17 07:42:25,944 - mmaction - INFO - Epoch [26][1900/3134] lr: 0.01000, eta: 1 day, 14:03:59, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5531, loss_cls: 3.2355, loss: 3.2355 2020-06-17 07:42:37,681 - mmaction - INFO - Epoch [26][1920/3134] lr: 0.01000, eta: 1 day, 14:03:47, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6000, loss_cls: 3.1451, loss: 3.1451 2020-06-17 07:42:49,377 - mmaction - INFO - Epoch [26][1940/3134] lr: 0.01000, eta: 1 day, 14:03:35, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6250, loss_cls: 2.9810, loss: 2.9810 2020-06-17 07:43:00,974 - mmaction - INFO - Epoch [26][1960/3134] lr: 0.01000, eta: 1 day, 14:03:23, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5938, loss_cls: 3.0863, loss: 3.0863 2020-06-17 07:43:12,531 - mmaction - INFO - Epoch [26][1980/3134] lr: 0.01000, eta: 1 day, 14:03:11, time: 0.578, data_time: 0.004, memory: 8339, top1_acc: 0.3344, top5_acc: 0.6375, loss_cls: 2.9393, loss: 2.9393 2020-06-17 07:43:24,176 - mmaction - INFO - Epoch [26][2000/3134] lr: 0.01000, eta: 1 day, 14:02:58, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5969, loss_cls: 2.9778, loss: 2.9778 2020-06-17 07:43:35,732 - mmaction - INFO - Epoch [26][2020/3134] lr: 0.01000, eta: 1 day, 14:02:46, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6031, loss_cls: 2.9708, loss: 2.9708 2020-06-17 07:43:47,350 - mmaction - INFO - Epoch [26][2040/3134] lr: 0.01000, eta: 1 day, 14:02:34, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3656, top5_acc: 0.5938, loss_cls: 3.1066, loss: 3.1066 2020-06-17 07:43:58,999 - mmaction - INFO - Epoch [26][2060/3134] lr: 0.01000, eta: 1 day, 14:02:22, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5656, loss_cls: 3.1737, loss: 3.1737 2020-06-17 07:44:10,581 - mmaction - INFO - Epoch [26][2080/3134] lr: 0.01000, eta: 1 day, 14:02:10, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5563, loss_cls: 3.2581, loss: 3.2581 2020-06-17 07:44:22,269 - mmaction - INFO - Epoch [26][2100/3134] lr: 0.01000, eta: 1 day, 14:01:58, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6062, loss_cls: 2.8823, loss: 2.8823 2020-06-17 07:44:33,916 - mmaction - INFO - Epoch [26][2120/3134] lr: 0.01000, eta: 1 day, 14:01:46, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5906, loss_cls: 3.1110, loss: 3.1110 2020-06-17 07:44:45,658 - mmaction - INFO - Epoch [26][2140/3134] lr: 0.01000, eta: 1 day, 14:01:34, time: 0.587, data_time: 0.001, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5781, loss_cls: 3.1981, loss: 3.1981 2020-06-17 07:44:57,260 - mmaction - INFO - Epoch [26][2160/3134] lr: 0.01000, eta: 1 day, 14:01:22, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.6219, loss_cls: 3.0277, loss: 3.0277 2020-06-17 07:45:08,963 - mmaction - INFO - Epoch [26][2180/3134] lr: 0.01000, eta: 1 day, 14:01:10, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3312, top5_acc: 0.6000, loss_cls: 3.1869, loss: 3.1869 2020-06-17 07:45:20,564 - mmaction - INFO - Epoch [26][2200/3134] lr: 0.01000, eta: 1 day, 14:00:58, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5813, loss_cls: 3.1057, loss: 3.1057 2020-06-17 07:45:32,302 - mmaction - INFO - Epoch [26][2220/3134] lr: 0.01000, eta: 1 day, 14:00:46, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3312, top5_acc: 0.6156, loss_cls: 3.0022, loss: 3.0022 2020-06-17 07:45:43,965 - mmaction - INFO - Epoch [26][2240/3134] lr: 0.01000, eta: 1 day, 14:00:34, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6469, loss_cls: 2.8791, loss: 2.8791 2020-06-17 07:45:55,668 - mmaction - INFO - Epoch [26][2260/3134] lr: 0.01000, eta: 1 day, 14:00:22, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5844, loss_cls: 3.0756, loss: 3.0756 2020-06-17 07:46:07,367 - mmaction - INFO - Epoch [26][2280/3134] lr: 0.01000, eta: 1 day, 14:00:10, time: 0.585, data_time: 0.005, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5844, loss_cls: 3.0063, loss: 3.0063 2020-06-17 07:46:18,988 - mmaction - INFO - Epoch [26][2300/3134] lr: 0.01000, eta: 1 day, 13:59:58, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5437, loss_cls: 3.2400, loss: 3.2400 2020-06-17 07:46:30,588 - mmaction - INFO - Epoch [26][2320/3134] lr: 0.01000, eta: 1 day, 13:59:46, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6000, loss_cls: 2.9996, loss: 2.9996 2020-06-17 07:46:42,163 - mmaction - INFO - Epoch [26][2340/3134] lr: 0.01000, eta: 1 day, 13:59:33, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6188, loss_cls: 2.8511, loss: 2.8511 2020-06-17 07:46:53,727 - mmaction - INFO - Epoch [26][2360/3134] lr: 0.01000, eta: 1 day, 13:59:21, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6031, loss_cls: 3.0117, loss: 3.0117 2020-06-17 07:47:05,378 - mmaction - INFO - Epoch [26][2380/3134] lr: 0.01000, eta: 1 day, 13:59:09, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5625, loss_cls: 3.1329, loss: 3.1329 2020-06-17 07:47:16,990 - mmaction - INFO - Epoch [26][2400/3134] lr: 0.01000, eta: 1 day, 13:58:57, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5844, loss_cls: 3.0502, loss: 3.0502 2020-06-17 07:47:28,648 - mmaction - INFO - Epoch [26][2420/3134] lr: 0.01000, eta: 1 day, 13:58:45, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5687, loss_cls: 3.1308, loss: 3.1308 2020-06-17 07:47:40,245 - mmaction - INFO - Epoch [26][2440/3134] lr: 0.01000, eta: 1 day, 13:58:32, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6531, loss_cls: 2.7762, loss: 2.7762 2020-06-17 07:47:51,812 - mmaction - INFO - Epoch [26][2460/3134] lr: 0.01000, eta: 1 day, 13:58:20, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5719, loss_cls: 3.0618, loss: 3.0618 2020-06-17 07:48:03,479 - mmaction - INFO - Epoch [26][2480/3134] lr: 0.01000, eta: 1 day, 13:58:08, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.3187, top5_acc: 0.6156, loss_cls: 2.9906, loss: 2.9906 2020-06-17 07:48:15,111 - mmaction - INFO - Epoch [26][2500/3134] lr: 0.01000, eta: 1 day, 13:57:56, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5750, loss_cls: 3.1278, loss: 3.1278 2020-06-17 07:48:26,779 - mmaction - INFO - Epoch [26][2520/3134] lr: 0.01000, eta: 1 day, 13:57:44, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5813, loss_cls: 3.0981, loss: 3.0981 2020-06-17 07:48:38,358 - mmaction - INFO - Epoch [26][2540/3134] lr: 0.01000, eta: 1 day, 13:57:32, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5563, loss_cls: 3.1973, loss: 3.1973 2020-06-17 07:48:50,051 - mmaction - INFO - Epoch [26][2560/3134] lr: 0.01000, eta: 1 day, 13:57:20, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5813, loss_cls: 3.0563, loss: 3.0563 2020-06-17 07:49:01,813 - mmaction - INFO - Epoch [26][2580/3134] lr: 0.01000, eta: 1 day, 13:57:08, time: 0.588, data_time: 0.002, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5656, loss_cls: 3.1676, loss: 3.1676 2020-06-17 07:49:13,430 - mmaction - INFO - Epoch [26][2600/3134] lr: 0.01000, eta: 1 day, 13:56:56, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5969, loss_cls: 3.0363, loss: 3.0363 2020-06-17 07:49:25,027 - mmaction - INFO - Epoch [26][2620/3134] lr: 0.01000, eta: 1 day, 13:56:44, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.3187, top5_acc: 0.6375, loss_cls: 2.9638, loss: 2.9638 2020-06-17 07:49:36,677 - mmaction - INFO - Epoch [26][2640/3134] lr: 0.01000, eta: 1 day, 13:56:32, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5813, loss_cls: 3.1203, loss: 3.1203 2020-06-17 07:49:48,244 - mmaction - INFO - Epoch [26][2660/3134] lr: 0.01000, eta: 1 day, 13:56:20, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5687, loss_cls: 3.1723, loss: 3.1723 2020-06-17 07:49:59,819 - mmaction - INFO - Epoch [26][2680/3134] lr: 0.01000, eta: 1 day, 13:56:07, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5437, loss_cls: 3.3383, loss: 3.3383 2020-06-17 07:50:11,497 - mmaction - INFO - Epoch [26][2700/3134] lr: 0.01000, eta: 1 day, 13:55:55, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5250, loss_cls: 3.3449, loss: 3.3449 2020-06-17 07:50:23,206 - mmaction - INFO - Epoch [26][2720/3134] lr: 0.01000, eta: 1 day, 13:55:43, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.3312, top5_acc: 0.6000, loss_cls: 3.0768, loss: 3.0768 2020-06-17 07:50:34,848 - mmaction - INFO - Epoch [26][2740/3134] lr: 0.01000, eta: 1 day, 13:55:31, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6312, loss_cls: 2.8281, loss: 2.8281 2020-06-17 07:50:46,537 - mmaction - INFO - Epoch [26][2760/3134] lr: 0.01000, eta: 1 day, 13:55:19, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3063, top5_acc: 0.6000, loss_cls: 2.9893, loss: 2.9893 2020-06-17 07:50:58,204 - mmaction - INFO - Epoch [26][2780/3134] lr: 0.01000, eta: 1 day, 13:55:07, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6094, loss_cls: 2.9550, loss: 2.9550 2020-06-17 07:51:09,880 - mmaction - INFO - Epoch [26][2800/3134] lr: 0.01000, eta: 1 day, 13:54:55, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3281, top5_acc: 0.6000, loss_cls: 3.0911, loss: 3.0911 2020-06-17 07:51:21,592 - mmaction - INFO - Epoch [26][2820/3134] lr: 0.01000, eta: 1 day, 13:54:44, time: 0.585, data_time: 0.000, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5969, loss_cls: 3.0573, loss: 3.0573 2020-06-17 07:51:33,218 - mmaction - INFO - Epoch [26][2840/3134] lr: 0.01000, eta: 1 day, 13:54:31, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5719, loss_cls: 3.1996, loss: 3.1996 2020-06-17 07:51:44,917 - mmaction - INFO - Epoch [26][2860/3134] lr: 0.01000, eta: 1 day, 13:54:19, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6062, loss_cls: 3.0654, loss: 3.0654 2020-06-17 07:51:56,520 - mmaction - INFO - Epoch [26][2880/3134] lr: 0.01000, eta: 1 day, 13:54:07, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5531, loss_cls: 3.1709, loss: 3.1709 2020-06-17 07:52:08,201 - mmaction - INFO - Epoch [26][2900/3134] lr: 0.01000, eta: 1 day, 13:53:55, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5406, loss_cls: 3.3576, loss: 3.3576 2020-06-17 07:52:19,890 - mmaction - INFO - Epoch [26][2920/3134] lr: 0.01000, eta: 1 day, 13:53:43, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3844, top5_acc: 0.6312, loss_cls: 2.7903, loss: 2.7903 2020-06-17 07:52:31,521 - mmaction - INFO - Epoch [26][2940/3134] lr: 0.01000, eta: 1 day, 13:53:31, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6219, loss_cls: 3.0395, loss: 3.0395 2020-06-17 07:52:43,156 - mmaction - INFO - Epoch [26][2960/3134] lr: 0.01000, eta: 1 day, 13:53:19, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5844, loss_cls: 2.9712, loss: 2.9712 2020-06-17 07:52:54,758 - mmaction - INFO - Epoch [26][2980/3134] lr: 0.01000, eta: 1 day, 13:53:07, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6062, loss_cls: 2.9762, loss: 2.9762 2020-06-17 07:53:06,405 - mmaction - INFO - Epoch [26][3000/3134] lr: 0.01000, eta: 1 day, 13:52:55, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6156, loss_cls: 2.9810, loss: 2.9810 2020-06-17 07:53:18,090 - mmaction - INFO - Epoch [26][3020/3134] lr: 0.01000, eta: 1 day, 13:52:43, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3656, top5_acc: 0.5750, loss_cls: 3.0872, loss: 3.0872 2020-06-17 07:53:29,616 - mmaction - INFO - Epoch [26][3040/3134] lr: 0.01000, eta: 1 day, 13:52:31, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5844, loss_cls: 3.1030, loss: 3.1030 2020-06-17 07:53:41,286 - mmaction - INFO - Epoch [26][3060/3134] lr: 0.01000, eta: 1 day, 13:52:19, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3219, top5_acc: 0.6094, loss_cls: 3.0099, loss: 3.0099 2020-06-17 07:53:52,992 - mmaction - INFO - Epoch [26][3080/3134] lr: 0.01000, eta: 1 day, 13:52:07, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6125, loss_cls: 2.9508, loss: 2.9508 2020-06-17 07:54:04,539 - mmaction - INFO - Epoch [26][3100/3134] lr: 0.01000, eta: 1 day, 13:51:54, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3594, top5_acc: 0.5906, loss_cls: 2.9719, loss: 2.9719 2020-06-17 07:54:16,171 - mmaction - INFO - Epoch [26][3120/3134] lr: 0.01000, eta: 1 day, 13:51:42, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6312, loss_cls: 2.9647, loss: 2.9647 2020-06-17 07:54:51,132 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-17 07:54:52,391 - mmaction - INFO - top1_acc 0.2374 top5_acc 0.4817 2020-06-17 07:54:52,408 - mmaction - INFO - Epoch [26][3134/3134] lr: 0.01000, top1_acc: 0.2374, top5_acc: 0.4817 2020-06-17 07:55:07,720 - mmaction - INFO - Epoch [27][20/3134] lr: 0.01000, eta: 1 day, 13:51:09, time: 0.764, data_time: 0.184, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5844, loss_cls: 3.0445, loss: 3.0445 2020-06-17 07:55:19,350 - mmaction - INFO - Epoch [27][40/3134] lr: 0.01000, eta: 1 day, 13:50:57, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6125, loss_cls: 2.9394, loss: 2.9394 2020-06-17 07:55:31,008 - mmaction - INFO - Epoch [27][60/3134] lr: 0.01000, eta: 1 day, 13:50:45, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5844, loss_cls: 3.0558, loss: 3.0558 2020-06-17 07:55:42,605 - mmaction - INFO - Epoch [27][80/3134] lr: 0.01000, eta: 1 day, 13:50:33, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6250, loss_cls: 2.9739, loss: 2.9739 2020-06-17 07:55:54,296 - mmaction - INFO - Epoch [27][100/3134] lr: 0.01000, eta: 1 day, 13:50:21, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5844, loss_cls: 2.9729, loss: 2.9729 2020-06-17 07:56:05,968 - mmaction - INFO - Epoch [27][120/3134] lr: 0.01000, eta: 1 day, 13:50:09, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5344, loss_cls: 3.1818, loss: 3.1818 2020-06-17 07:56:17,584 - mmaction - INFO - Epoch [27][140/3134] lr: 0.01000, eta: 1 day, 13:49:57, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5969, loss_cls: 3.1540, loss: 3.1540 2020-06-17 07:56:29,143 - mmaction - INFO - Epoch [27][160/3134] lr: 0.01000, eta: 1 day, 13:49:44, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3281, top5_acc: 0.6125, loss_cls: 2.9259, loss: 2.9259 2020-06-17 07:56:40,875 - mmaction - INFO - Epoch [27][180/3134] lr: 0.01000, eta: 1 day, 13:49:32, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.2938, top5_acc: 0.6094, loss_cls: 3.1222, loss: 3.1222 2020-06-17 07:56:52,480 - mmaction - INFO - Epoch [27][200/3134] lr: 0.01000, eta: 1 day, 13:49:20, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3594, top5_acc: 0.5906, loss_cls: 2.9644, loss: 2.9644 2020-06-17 07:57:04,074 - mmaction - INFO - Epoch [27][220/3134] lr: 0.01000, eta: 1 day, 13:49:08, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6031, loss_cls: 2.8857, loss: 2.8857 2020-06-17 07:57:15,679 - mmaction - INFO - Epoch [27][240/3134] lr: 0.01000, eta: 1 day, 13:48:56, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6250, loss_cls: 2.9686, loss: 2.9686 2020-06-17 07:57:27,374 - mmaction - INFO - Epoch [27][260/3134] lr: 0.01000, eta: 1 day, 13:48:44, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5813, loss_cls: 3.1135, loss: 3.1135 2020-06-17 07:57:38,944 - mmaction - INFO - Epoch [27][280/3134] lr: 0.01000, eta: 1 day, 13:48:32, time: 0.577, data_time: 0.000, memory: 8339, top1_acc: 0.3187, top5_acc: 0.6000, loss_cls: 3.0345, loss: 3.0345 2020-06-17 07:57:50,652 - mmaction - INFO - Epoch [27][300/3134] lr: 0.01000, eta: 1 day, 13:48:20, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.3719, top5_acc: 0.5969, loss_cls: 2.9975, loss: 2.9975 2020-06-17 07:58:02,236 - mmaction - INFO - Epoch [27][320/3134] lr: 0.01000, eta: 1 day, 13:48:08, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.3312, top5_acc: 0.6062, loss_cls: 3.0578, loss: 3.0578 2020-06-17 07:58:13,850 - mmaction - INFO - Epoch [27][340/3134] lr: 0.01000, eta: 1 day, 13:47:55, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5844, loss_cls: 2.9593, loss: 2.9593 2020-06-17 07:58:25,512 - mmaction - INFO - Epoch [27][360/3134] lr: 0.01000, eta: 1 day, 13:47:43, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3844, top5_acc: 0.6406, loss_cls: 2.8413, loss: 2.8413 2020-06-17 07:58:37,151 - mmaction - INFO - Epoch [27][380/3134] lr: 0.01000, eta: 1 day, 13:47:31, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5250, loss_cls: 3.3117, loss: 3.3117 2020-06-17 07:58:48,896 - mmaction - INFO - Epoch [27][400/3134] lr: 0.01000, eta: 1 day, 13:47:19, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6125, loss_cls: 2.9530, loss: 2.9530 2020-06-17 07:59:00,569 - mmaction - INFO - Epoch [27][420/3134] lr: 0.01000, eta: 1 day, 13:47:07, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6406, loss_cls: 2.8615, loss: 2.8615 2020-06-17 07:59:12,251 - mmaction - INFO - Epoch [27][440/3134] lr: 0.01000, eta: 1 day, 13:46:56, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5938, loss_cls: 3.2130, loss: 3.2130 2020-06-17 07:59:23,932 - mmaction - INFO - Epoch [27][460/3134] lr: 0.01000, eta: 1 day, 13:46:44, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6219, loss_cls: 2.9006, loss: 2.9006 2020-06-17 07:59:35,599 - mmaction - INFO - Epoch [27][480/3134] lr: 0.01000, eta: 1 day, 13:46:32, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5938, loss_cls: 3.0447, loss: 3.0447 2020-06-17 07:59:47,249 - mmaction - INFO - Epoch [27][500/3134] lr: 0.01000, eta: 1 day, 13:46:20, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5875, loss_cls: 3.0670, loss: 3.0670 2020-06-17 07:59:58,935 - mmaction - INFO - Epoch [27][520/3134] lr: 0.01000, eta: 1 day, 13:46:08, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5844, loss_cls: 3.1965, loss: 3.1965 2020-06-17 08:00:12,106 - mmaction - INFO - Epoch [27][540/3134] lr: 0.01000, eta: 1 day, 13:46:00, time: 0.662, data_time: 0.005, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6188, loss_cls: 2.8949, loss: 2.8949 2020-06-17 08:00:24,248 - mmaction - INFO - Epoch [27][560/3134] lr: 0.01000, eta: 1 day, 13:45:49, time: 0.606, data_time: 0.005, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6188, loss_cls: 2.9579, loss: 2.9579 2020-06-17 08:00:36,326 - mmaction - INFO - Epoch [27][580/3134] lr: 0.01000, eta: 1 day, 13:45:38, time: 0.603, data_time: 0.005, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5844, loss_cls: 3.0267, loss: 3.0267 2020-06-17 08:00:47,969 - mmaction - INFO - Epoch [27][600/3134] lr: 0.01000, eta: 1 day, 13:45:26, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.6031, loss_cls: 3.0622, loss: 3.0622 2020-06-17 08:00:59,598 - mmaction - INFO - Epoch [27][620/3134] lr: 0.01000, eta: 1 day, 13:45:14, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6125, loss_cls: 2.8519, loss: 2.8519 2020-06-17 08:01:11,266 - mmaction - INFO - Epoch [27][640/3134] lr: 0.01000, eta: 1 day, 13:45:02, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4062, top5_acc: 0.6219, loss_cls: 2.8168, loss: 2.8168 2020-06-17 08:01:22,846 - mmaction - INFO - Epoch [27][660/3134] lr: 0.01000, eta: 1 day, 13:44:50, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3063, top5_acc: 0.6125, loss_cls: 3.1635, loss: 3.1635 2020-06-17 08:01:34,520 - mmaction - INFO - Epoch [27][680/3134] lr: 0.01000, eta: 1 day, 13:44:38, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6500, loss_cls: 2.7833, loss: 2.7833 2020-06-17 08:01:46,217 - mmaction - INFO - Epoch [27][700/3134] lr: 0.01000, eta: 1 day, 13:44:26, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5563, loss_cls: 3.0813, loss: 3.0813 2020-06-17 08:01:57,836 - mmaction - INFO - Epoch [27][720/3134] lr: 0.01000, eta: 1 day, 13:44:14, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5719, loss_cls: 3.3468, loss: 3.3468 2020-06-17 08:02:09,411 - mmaction - INFO - Epoch [27][740/3134] lr: 0.01000, eta: 1 day, 13:44:02, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5437, loss_cls: 3.2763, loss: 3.2763 2020-06-17 08:02:21,106 - mmaction - INFO - Epoch [27][760/3134] lr: 0.01000, eta: 1 day, 13:43:50, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6344, loss_cls: 2.8027, loss: 2.8027 2020-06-17 08:02:32,636 - mmaction - INFO - Epoch [27][780/3134] lr: 0.01000, eta: 1 day, 13:43:38, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5437, loss_cls: 3.2572, loss: 3.2572 2020-06-17 08:02:44,274 - mmaction - INFO - Epoch [27][800/3134] lr: 0.01000, eta: 1 day, 13:43:25, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3875, top5_acc: 0.5750, loss_cls: 3.0697, loss: 3.0697 2020-06-17 08:02:55,868 - mmaction - INFO - Epoch [27][820/3134] lr: 0.01000, eta: 1 day, 13:43:13, time: 0.582, data_time: 0.005, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5500, loss_cls: 3.1997, loss: 3.1997 2020-06-17 08:03:07,532 - mmaction - INFO - Epoch [27][840/3134] lr: 0.01000, eta: 1 day, 13:43:01, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6031, loss_cls: 2.9740, loss: 2.9740 2020-06-17 08:03:19,235 - mmaction - INFO - Epoch [27][860/3134] lr: 0.01000, eta: 1 day, 13:42:49, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6000, loss_cls: 3.0103, loss: 3.0103 2020-06-17 08:03:30,890 - mmaction - INFO - Epoch [27][880/3134] lr: 0.01000, eta: 1 day, 13:42:37, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5687, loss_cls: 3.1315, loss: 3.1315 2020-06-17 08:03:42,546 - mmaction - INFO - Epoch [27][900/3134] lr: 0.01000, eta: 1 day, 13:42:25, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5250, loss_cls: 3.2840, loss: 3.2840 2020-06-17 08:03:54,217 - mmaction - INFO - Epoch [27][920/3134] lr: 0.01000, eta: 1 day, 13:42:13, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5906, loss_cls: 3.1009, loss: 3.1009 2020-06-17 08:04:05,874 - mmaction - INFO - Epoch [27][940/3134] lr: 0.01000, eta: 1 day, 13:42:01, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5687, loss_cls: 3.1379, loss: 3.1379 2020-06-17 08:04:17,477 - mmaction - INFO - Epoch [27][960/3134] lr: 0.01000, eta: 1 day, 13:41:49, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3656, top5_acc: 0.5969, loss_cls: 2.9616, loss: 2.9616 2020-06-17 08:04:29,152 - mmaction - INFO - Epoch [27][980/3134] lr: 0.01000, eta: 1 day, 13:41:37, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5969, loss_cls: 2.9661, loss: 2.9661 2020-06-17 08:04:40,738 - mmaction - INFO - Epoch [27][1000/3134] lr: 0.01000, eta: 1 day, 13:41:25, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5344, loss_cls: 3.2905, loss: 3.2905 2020-06-17 08:04:52,411 - mmaction - INFO - Epoch [27][1020/3134] lr: 0.01000, eta: 1 day, 13:41:13, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5594, loss_cls: 3.0671, loss: 3.0671 2020-06-17 08:05:04,044 - mmaction - INFO - Epoch [27][1040/3134] lr: 0.01000, eta: 1 day, 13:41:01, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5875, loss_cls: 3.0764, loss: 3.0764 2020-06-17 08:05:15,642 - mmaction - INFO - Epoch [27][1060/3134] lr: 0.01000, eta: 1 day, 13:40:49, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5813, loss_cls: 3.0631, loss: 3.0631 2020-06-17 08:05:27,236 - mmaction - INFO - Epoch [27][1080/3134] lr: 0.01000, eta: 1 day, 13:40:37, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3656, top5_acc: 0.5969, loss_cls: 2.8856, loss: 2.8856 2020-06-17 08:05:38,926 - mmaction - INFO - Epoch [27][1100/3134] lr: 0.01000, eta: 1 day, 13:40:24, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5719, loss_cls: 3.1148, loss: 3.1148 2020-06-17 08:05:50,568 - mmaction - INFO - Epoch [27][1120/3134] lr: 0.01000, eta: 1 day, 13:40:13, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5563, loss_cls: 3.2212, loss: 3.2212 2020-06-17 08:06:02,272 - mmaction - INFO - Epoch [27][1140/3134] lr: 0.01000, eta: 1 day, 13:40:01, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6500, loss_cls: 2.8884, loss: 2.8884 2020-06-17 08:06:13,929 - mmaction - INFO - Epoch [27][1160/3134] lr: 0.01000, eta: 1 day, 13:39:49, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3781, top5_acc: 0.5969, loss_cls: 2.9897, loss: 2.9897 2020-06-17 08:06:25,616 - mmaction - INFO - Epoch [27][1180/3134] lr: 0.01000, eta: 1 day, 13:39:37, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6000, loss_cls: 3.0611, loss: 3.0611 2020-06-17 08:06:37,233 - mmaction - INFO - Epoch [27][1200/3134] lr: 0.01000, eta: 1 day, 13:39:25, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5500, loss_cls: 3.1227, loss: 3.1227 2020-06-17 08:06:48,817 - mmaction - INFO - Epoch [27][1220/3134] lr: 0.01000, eta: 1 day, 13:39:12, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6375, loss_cls: 2.8492, loss: 2.8492 2020-06-17 08:07:00,541 - mmaction - INFO - Epoch [27][1240/3134] lr: 0.01000, eta: 1 day, 13:39:00, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5750, loss_cls: 3.1404, loss: 3.1404 2020-06-17 08:07:12,251 - mmaction - INFO - Epoch [27][1260/3134] lr: 0.01000, eta: 1 day, 13:38:49, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5437, loss_cls: 3.1011, loss: 3.1011 2020-06-17 08:07:23,804 - mmaction - INFO - Epoch [27][1280/3134] lr: 0.01000, eta: 1 day, 13:38:36, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5969, loss_cls: 3.0930, loss: 3.0930 2020-06-17 08:07:35,436 - mmaction - INFO - Epoch [27][1300/3134] lr: 0.01000, eta: 1 day, 13:38:24, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5563, loss_cls: 3.2366, loss: 3.2366 2020-06-17 08:07:47,054 - mmaction - INFO - Epoch [27][1320/3134] lr: 0.01000, eta: 1 day, 13:38:12, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6344, loss_cls: 2.9253, loss: 2.9253 2020-06-17 08:07:58,625 - mmaction - INFO - Epoch [27][1340/3134] lr: 0.01000, eta: 1 day, 13:38:00, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.3187, top5_acc: 0.6438, loss_cls: 2.9592, loss: 2.9592 2020-06-17 08:08:10,252 - mmaction - INFO - Epoch [27][1360/3134] lr: 0.01000, eta: 1 day, 13:37:48, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5500, loss_cls: 3.2260, loss: 3.2260 2020-06-17 08:08:21,827 - mmaction - INFO - Epoch [27][1380/3134] lr: 0.01000, eta: 1 day, 13:37:35, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5906, loss_cls: 3.0686, loss: 3.0686 2020-06-17 08:08:33,484 - mmaction - INFO - Epoch [27][1400/3134] lr: 0.01000, eta: 1 day, 13:37:24, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6156, loss_cls: 3.0349, loss: 3.0349 2020-06-17 08:08:45,096 - mmaction - INFO - Epoch [27][1420/3134] lr: 0.01000, eta: 1 day, 13:37:11, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5500, loss_cls: 3.2513, loss: 3.2513 2020-06-17 08:08:56,716 - mmaction - INFO - Epoch [27][1440/3134] lr: 0.01000, eta: 1 day, 13:36:59, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6281, loss_cls: 2.8527, loss: 2.8527 2020-06-17 08:09:08,336 - mmaction - INFO - Epoch [27][1460/3134] lr: 0.01000, eta: 1 day, 13:36:47, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5813, loss_cls: 3.0882, loss: 3.0882 2020-06-17 08:09:19,984 - mmaction - INFO - Epoch [27][1480/3134] lr: 0.01000, eta: 1 day, 13:36:35, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6094, loss_cls: 2.8820, loss: 2.8820 2020-06-17 08:09:31,734 - mmaction - INFO - Epoch [27][1500/3134] lr: 0.01000, eta: 1 day, 13:36:23, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5938, loss_cls: 3.1718, loss: 3.1718 2020-06-17 08:09:43,458 - mmaction - INFO - Epoch [27][1520/3134] lr: 0.01000, eta: 1 day, 13:36:12, time: 0.589, data_time: 0.004, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6031, loss_cls: 3.0688, loss: 3.0688 2020-06-17 08:09:55,133 - mmaction - INFO - Epoch [27][1540/3134] lr: 0.01000, eta: 1 day, 13:36:00, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5500, loss_cls: 3.1609, loss: 3.1609 2020-06-17 08:10:06,752 - mmaction - INFO - Epoch [27][1560/3134] lr: 0.01000, eta: 1 day, 13:35:47, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5906, loss_cls: 3.1655, loss: 3.1655 2020-06-17 08:10:18,402 - mmaction - INFO - Epoch [27][1580/3134] lr: 0.01000, eta: 1 day, 13:35:35, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3250, top5_acc: 0.6000, loss_cls: 2.9765, loss: 2.9765 2020-06-17 08:10:30,032 - mmaction - INFO - Epoch [27][1600/3134] lr: 0.01000, eta: 1 day, 13:35:23, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3844, top5_acc: 0.6406, loss_cls: 2.8661, loss: 2.8661 2020-06-17 08:10:41,654 - mmaction - INFO - Epoch [27][1620/3134] lr: 0.01000, eta: 1 day, 13:35:11, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6125, loss_cls: 2.9660, loss: 2.9660 2020-06-17 08:10:53,346 - mmaction - INFO - Epoch [27][1640/3134] lr: 0.01000, eta: 1 day, 13:34:59, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5938, loss_cls: 3.1526, loss: 3.1526 2020-06-17 08:11:05,048 - mmaction - INFO - Epoch [27][1660/3134] lr: 0.01000, eta: 1 day, 13:34:47, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.6219, loss_cls: 3.0007, loss: 3.0007 2020-06-17 08:11:16,756 - mmaction - INFO - Epoch [27][1680/3134] lr: 0.01000, eta: 1 day, 13:34:35, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6375, loss_cls: 2.8858, loss: 2.8858 2020-06-17 08:11:28,366 - mmaction - INFO - Epoch [27][1700/3134] lr: 0.01000, eta: 1 day, 13:34:23, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5938, loss_cls: 3.0688, loss: 3.0688 2020-06-17 08:11:40,070 - mmaction - INFO - Epoch [27][1720/3134] lr: 0.01000, eta: 1 day, 13:34:11, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3187, top5_acc: 0.6000, loss_cls: 3.0718, loss: 3.0718 2020-06-17 08:11:51,637 - mmaction - INFO - Epoch [27][1740/3134] lr: 0.01000, eta: 1 day, 13:33:59, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4031, top5_acc: 0.6125, loss_cls: 2.8935, loss: 2.8935 2020-06-17 08:12:03,305 - mmaction - INFO - Epoch [27][1760/3134] lr: 0.01000, eta: 1 day, 13:33:47, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5750, loss_cls: 3.2171, loss: 3.2171 2020-06-17 08:12:14,927 - mmaction - INFO - Epoch [27][1780/3134] lr: 0.01000, eta: 1 day, 13:33:35, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5750, loss_cls: 3.0801, loss: 3.0801 2020-06-17 08:12:26,578 - mmaction - INFO - Epoch [27][1800/3134] lr: 0.01000, eta: 1 day, 13:33:23, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5938, loss_cls: 3.1222, loss: 3.1222 2020-06-17 08:12:38,285 - mmaction - INFO - Epoch [27][1820/3134] lr: 0.01000, eta: 1 day, 13:33:11, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5406, loss_cls: 3.3676, loss: 3.3676 2020-06-17 08:12:49,964 - mmaction - INFO - Epoch [27][1840/3134] lr: 0.01000, eta: 1 day, 13:32:59, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3281, top5_acc: 0.6000, loss_cls: 2.9517, loss: 2.9517 2020-06-17 08:13:01,527 - mmaction - INFO - Epoch [27][1860/3134] lr: 0.01000, eta: 1 day, 13:32:47, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6219, loss_cls: 2.8940, loss: 2.8940 2020-06-17 08:13:13,176 - mmaction - INFO - Epoch [27][1880/3134] lr: 0.01000, eta: 1 day, 13:32:35, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6281, loss_cls: 2.8823, loss: 2.8823 2020-06-17 08:13:24,868 - mmaction - INFO - Epoch [27][1900/3134] lr: 0.01000, eta: 1 day, 13:32:23, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5719, loss_cls: 3.0451, loss: 3.0451 2020-06-17 08:13:36,387 - mmaction - INFO - Epoch [27][1920/3134] lr: 0.01000, eta: 1 day, 13:32:11, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5969, loss_cls: 3.0946, loss: 3.0946 2020-06-17 08:13:48,177 - mmaction - INFO - Epoch [27][1940/3134] lr: 0.01000, eta: 1 day, 13:31:59, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6125, loss_cls: 3.0264, loss: 3.0264 2020-06-17 08:13:59,857 - mmaction - INFO - Epoch [27][1960/3134] lr: 0.01000, eta: 1 day, 13:31:47, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3625, top5_acc: 0.5875, loss_cls: 3.0139, loss: 3.0139 2020-06-17 08:14:11,492 - mmaction - INFO - Epoch [27][1980/3134] lr: 0.01000, eta: 1 day, 13:31:35, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5844, loss_cls: 3.1105, loss: 3.1105 2020-06-17 08:14:23,106 - mmaction - INFO - Epoch [27][2000/3134] lr: 0.01000, eta: 1 day, 13:31:23, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5594, loss_cls: 3.1699, loss: 3.1699 2020-06-17 08:14:34,797 - mmaction - INFO - Epoch [27][2020/3134] lr: 0.01000, eta: 1 day, 13:31:11, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.4000, top5_acc: 0.6312, loss_cls: 2.8110, loss: 2.8110 2020-06-17 08:14:46,373 - mmaction - INFO - Epoch [27][2040/3134] lr: 0.01000, eta: 1 day, 13:30:59, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5750, loss_cls: 3.0542, loss: 3.0542 2020-06-17 08:14:58,018 - mmaction - INFO - Epoch [27][2060/3134] lr: 0.01000, eta: 1 day, 13:30:47, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5656, loss_cls: 3.1191, loss: 3.1191 2020-06-17 08:15:09,593 - mmaction - INFO - Epoch [27][2080/3134] lr: 0.01000, eta: 1 day, 13:30:34, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5969, loss_cls: 2.9861, loss: 2.9861 2020-06-17 08:15:21,196 - mmaction - INFO - Epoch [27][2100/3134] lr: 0.01000, eta: 1 day, 13:30:22, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5906, loss_cls: 3.0866, loss: 3.0866 2020-06-17 08:15:32,912 - mmaction - INFO - Epoch [27][2120/3134] lr: 0.01000, eta: 1 day, 13:30:10, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3594, top5_acc: 0.5656, loss_cls: 3.1078, loss: 3.1078 2020-06-17 08:15:44,562 - mmaction - INFO - Epoch [27][2140/3134] lr: 0.01000, eta: 1 day, 13:29:58, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5500, loss_cls: 3.2674, loss: 3.2674 2020-06-17 08:15:56,122 - mmaction - INFO - Epoch [27][2160/3134] lr: 0.01000, eta: 1 day, 13:29:46, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5875, loss_cls: 2.9698, loss: 2.9698 2020-06-17 08:16:07,778 - mmaction - INFO - Epoch [27][2180/3134] lr: 0.01000, eta: 1 day, 13:29:34, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3344, top5_acc: 0.6125, loss_cls: 2.9531, loss: 2.9531 2020-06-17 08:16:19,434 - mmaction - INFO - Epoch [27][2200/3134] lr: 0.01000, eta: 1 day, 13:29:22, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5781, loss_cls: 3.1756, loss: 3.1756 2020-06-17 08:16:30,996 - mmaction - INFO - Epoch [27][2220/3134] lr: 0.01000, eta: 1 day, 13:29:10, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6094, loss_cls: 3.0458, loss: 3.0458 2020-06-17 08:16:42,647 - mmaction - INFO - Epoch [27][2240/3134] lr: 0.01000, eta: 1 day, 13:28:58, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5344, loss_cls: 3.2917, loss: 3.2917 2020-06-17 08:16:54,381 - mmaction - INFO - Epoch [27][2260/3134] lr: 0.01000, eta: 1 day, 13:28:46, time: 0.589, data_time: 0.004, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6125, loss_cls: 2.9177, loss: 2.9177 2020-06-17 08:17:05,978 - mmaction - INFO - Epoch [27][2280/3134] lr: 0.01000, eta: 1 day, 13:28:34, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5875, loss_cls: 3.0384, loss: 3.0384 2020-06-17 08:17:17,643 - mmaction - INFO - Epoch [27][2300/3134] lr: 0.01000, eta: 1 day, 13:28:22, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5938, loss_cls: 3.1765, loss: 3.1765 2020-06-17 08:17:29,218 - mmaction - INFO - Epoch [27][2320/3134] lr: 0.01000, eta: 1 day, 13:28:10, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6188, loss_cls: 2.9511, loss: 2.9511 2020-06-17 08:17:40,817 - mmaction - INFO - Epoch [27][2340/3134] lr: 0.01000, eta: 1 day, 13:27:58, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5719, loss_cls: 3.1023, loss: 3.1023 2020-06-17 08:17:52,354 - mmaction - INFO - Epoch [27][2360/3134] lr: 0.01000, eta: 1 day, 13:27:45, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6031, loss_cls: 2.9903, loss: 2.9903 2020-06-17 08:18:04,096 - mmaction - INFO - Epoch [27][2380/3134] lr: 0.01000, eta: 1 day, 13:27:33, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4000, top5_acc: 0.6312, loss_cls: 2.8500, loss: 2.8500 2020-06-17 08:18:15,636 - mmaction - INFO - Epoch [27][2400/3134] lr: 0.01000, eta: 1 day, 13:27:21, time: 0.579, data_time: 0.004, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5625, loss_cls: 3.2295, loss: 3.2295 2020-06-17 08:18:27,199 - mmaction - INFO - Epoch [27][2420/3134] lr: 0.01000, eta: 1 day, 13:27:09, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5563, loss_cls: 3.2783, loss: 3.2783 2020-06-17 08:18:38,817 - mmaction - INFO - Epoch [27][2440/3134] lr: 0.01000, eta: 1 day, 13:26:57, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5938, loss_cls: 2.9704, loss: 2.9704 2020-06-17 08:18:50,444 - mmaction - INFO - Epoch [27][2460/3134] lr: 0.01000, eta: 1 day, 13:26:45, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5813, loss_cls: 3.1896, loss: 3.1896 2020-06-17 08:19:01,993 - mmaction - INFO - Epoch [27][2480/3134] lr: 0.01000, eta: 1 day, 13:26:32, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6094, loss_cls: 2.8215, loss: 2.8215 2020-06-17 08:19:13,650 - mmaction - INFO - Epoch [27][2500/3134] lr: 0.01000, eta: 1 day, 13:26:20, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3719, top5_acc: 0.5875, loss_cls: 2.9575, loss: 2.9575 2020-06-17 08:19:25,312 - mmaction - INFO - Epoch [27][2520/3134] lr: 0.01000, eta: 1 day, 13:26:08, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5625, loss_cls: 3.2005, loss: 3.2005 2020-06-17 08:19:36,918 - mmaction - INFO - Epoch [27][2540/3134] lr: 0.01000, eta: 1 day, 13:25:56, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5625, loss_cls: 3.2374, loss: 3.2374 2020-06-17 08:19:48,589 - mmaction - INFO - Epoch [27][2560/3134] lr: 0.01000, eta: 1 day, 13:25:44, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6156, loss_cls: 2.9508, loss: 2.9508 2020-06-17 08:20:00,231 - mmaction - INFO - Epoch [27][2580/3134] lr: 0.01000, eta: 1 day, 13:25:32, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5719, loss_cls: 3.0026, loss: 3.0026 2020-06-17 08:20:11,910 - mmaction - INFO - Epoch [27][2600/3134] lr: 0.01000, eta: 1 day, 13:25:20, time: 0.583, data_time: 0.000, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5750, loss_cls: 3.1612, loss: 3.1612 2020-06-17 08:20:23,621 - mmaction - INFO - Epoch [27][2620/3134] lr: 0.01000, eta: 1 day, 13:25:08, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5781, loss_cls: 3.0910, loss: 3.0910 2020-06-17 08:20:35,286 - mmaction - INFO - Epoch [27][2640/3134] lr: 0.01000, eta: 1 day, 13:24:56, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5813, loss_cls: 3.0727, loss: 3.0727 2020-06-17 08:20:46,918 - mmaction - INFO - Epoch [27][2660/3134] lr: 0.01000, eta: 1 day, 13:24:44, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4125, top5_acc: 0.6000, loss_cls: 2.8277, loss: 2.8277 2020-06-17 08:20:58,553 - mmaction - INFO - Epoch [27][2680/3134] lr: 0.01000, eta: 1 day, 13:24:32, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6250, loss_cls: 2.9604, loss: 2.9604 2020-06-17 08:21:10,104 - mmaction - INFO - Epoch [27][2700/3134] lr: 0.01000, eta: 1 day, 13:24:20, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5563, loss_cls: 3.2027, loss: 3.2027 2020-06-17 08:21:21,764 - mmaction - INFO - Epoch [27][2720/3134] lr: 0.01000, eta: 1 day, 13:24:08, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5687, loss_cls: 3.0130, loss: 3.0130 2020-06-17 08:21:33,417 - mmaction - INFO - Epoch [27][2740/3134] lr: 0.01000, eta: 1 day, 13:23:56, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5969, loss_cls: 3.0024, loss: 3.0024 2020-06-17 08:21:45,042 - mmaction - INFO - Epoch [27][2760/3134] lr: 0.01000, eta: 1 day, 13:23:44, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3594, top5_acc: 0.5531, loss_cls: 3.1549, loss: 3.1549 2020-06-17 08:21:56,693 - mmaction - INFO - Epoch [27][2780/3134] lr: 0.01000, eta: 1 day, 13:23:32, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3812, top5_acc: 0.6156, loss_cls: 2.8538, loss: 2.8538 2020-06-17 08:22:08,354 - mmaction - INFO - Epoch [27][2800/3134] lr: 0.01000, eta: 1 day, 13:23:20, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3937, top5_acc: 0.6562, loss_cls: 2.8310, loss: 2.8310 2020-06-17 08:22:20,033 - mmaction - INFO - Epoch [27][2820/3134] lr: 0.01000, eta: 1 day, 13:23:08, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6000, loss_cls: 2.9155, loss: 2.9155 2020-06-17 08:22:31,638 - mmaction - INFO - Epoch [27][2840/3134] lr: 0.01000, eta: 1 day, 13:22:56, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6031, loss_cls: 2.9926, loss: 2.9926 2020-06-17 08:22:43,188 - mmaction - INFO - Epoch [27][2860/3134] lr: 0.01000, eta: 1 day, 13:22:43, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6094, loss_cls: 3.0814, loss: 3.0814 2020-06-17 08:22:54,774 - mmaction - INFO - Epoch [27][2880/3134] lr: 0.01000, eta: 1 day, 13:22:31, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6312, loss_cls: 2.8912, loss: 2.8912 2020-06-17 08:23:06,394 - mmaction - INFO - Epoch [27][2900/3134] lr: 0.01000, eta: 1 day, 13:22:19, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5625, loss_cls: 3.1459, loss: 3.1459 2020-06-17 08:23:17,922 - mmaction - INFO - Epoch [27][2920/3134] lr: 0.01000, eta: 1 day, 13:22:07, time: 0.575, data_time: 0.000, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5844, loss_cls: 3.0083, loss: 3.0083 2020-06-17 08:23:29,527 - mmaction - INFO - Epoch [27][2940/3134] lr: 0.01000, eta: 1 day, 13:21:55, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5906, loss_cls: 3.1204, loss: 3.1204 2020-06-17 08:23:41,162 - mmaction - INFO - Epoch [27][2960/3134] lr: 0.01000, eta: 1 day, 13:21:43, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5906, loss_cls: 3.0044, loss: 3.0044 2020-06-17 08:23:52,787 - mmaction - INFO - Epoch [27][2980/3134] lr: 0.01000, eta: 1 day, 13:21:31, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3156, top5_acc: 0.6219, loss_cls: 2.9840, loss: 2.9840 2020-06-17 08:24:04,520 - mmaction - INFO - Epoch [27][3000/3134] lr: 0.01000, eta: 1 day, 13:21:19, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5250, loss_cls: 3.3263, loss: 3.3263 2020-06-17 08:24:16,129 - mmaction - INFO - Epoch [27][3020/3134] lr: 0.01000, eta: 1 day, 13:21:07, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6438, loss_cls: 2.7706, loss: 2.7706 2020-06-17 08:24:27,667 - mmaction - INFO - Epoch [27][3040/3134] lr: 0.01000, eta: 1 day, 13:20:54, time: 0.577, data_time: 0.000, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6375, loss_cls: 2.9836, loss: 2.9836 2020-06-17 08:24:39,269 - mmaction - INFO - Epoch [27][3060/3134] lr: 0.01000, eta: 1 day, 13:20:42, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5531, loss_cls: 3.1211, loss: 3.1211 2020-06-17 08:24:50,877 - mmaction - INFO - Epoch [27][3080/3134] lr: 0.01000, eta: 1 day, 13:20:30, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5563, loss_cls: 3.2167, loss: 3.2167 2020-06-17 08:25:02,414 - mmaction - INFO - Epoch [27][3100/3134] lr: 0.01000, eta: 1 day, 13:20:18, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6219, loss_cls: 2.9313, loss: 2.9313 2020-06-17 08:25:13,993 - mmaction - INFO - Epoch [27][3120/3134] lr: 0.01000, eta: 1 day, 13:20:06, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5781, loss_cls: 3.1900, loss: 3.1900 2020-06-17 08:25:53,282 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-17 08:25:54,540 - mmaction - INFO - top1_acc 0.2350 top5_acc 0.4744 2020-06-17 08:25:54,556 - mmaction - INFO - Epoch [27][3134/3134] lr: 0.01000, top1_acc: 0.2350, top5_acc: 0.4744 2020-06-17 08:26:09,996 - mmaction - INFO - Epoch [28][20/3134] lr: 0.01000, eta: 1 day, 13:19:33, time: 0.771, data_time: 0.194, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6156, loss_cls: 2.9485, loss: 2.9485 2020-06-17 08:26:21,633 - mmaction - INFO - Epoch [28][40/3134] lr: 0.01000, eta: 1 day, 13:19:21, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5656, loss_cls: 3.2490, loss: 3.2490 2020-06-17 08:26:33,221 - mmaction - INFO - Epoch [28][60/3134] lr: 0.01000, eta: 1 day, 13:19:09, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5938, loss_cls: 3.0604, loss: 3.0604 2020-06-17 08:26:44,767 - mmaction - INFO - Epoch [28][80/3134] lr: 0.01000, eta: 1 day, 13:18:57, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3625, top5_acc: 0.5938, loss_cls: 3.0821, loss: 3.0821 2020-06-17 08:26:56,498 - mmaction - INFO - Epoch [28][100/3134] lr: 0.01000, eta: 1 day, 13:18:45, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3594, top5_acc: 0.5969, loss_cls: 3.0071, loss: 3.0071 2020-06-17 08:27:08,089 - mmaction - INFO - Epoch [28][120/3134] lr: 0.01000, eta: 1 day, 13:18:33, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5938, loss_cls: 3.0385, loss: 3.0385 2020-06-17 08:27:19,729 - mmaction - INFO - Epoch [28][140/3134] lr: 0.01000, eta: 1 day, 13:18:21, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5719, loss_cls: 3.0426, loss: 3.0426 2020-06-17 08:27:31,363 - mmaction - INFO - Epoch [28][160/3134] lr: 0.01000, eta: 1 day, 13:18:09, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6344, loss_cls: 2.8289, loss: 2.8289 2020-06-17 08:27:43,034 - mmaction - INFO - Epoch [28][180/3134] lr: 0.01000, eta: 1 day, 13:17:57, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6375, loss_cls: 2.8745, loss: 2.8745 2020-06-17 08:27:54,648 - mmaction - INFO - Epoch [28][200/3134] lr: 0.01000, eta: 1 day, 13:17:45, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6000, loss_cls: 2.9128, loss: 2.9128 2020-06-17 08:28:06,249 - mmaction - INFO - Epoch [28][220/3134] lr: 0.01000, eta: 1 day, 13:17:32, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.6000, loss_cls: 3.0810, loss: 3.0810 2020-06-17 08:28:17,958 - mmaction - INFO - Epoch [28][240/3134] lr: 0.01000, eta: 1 day, 13:17:21, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5844, loss_cls: 3.1326, loss: 3.1326 2020-06-17 08:28:29,531 - mmaction - INFO - Epoch [28][260/3134] lr: 0.01000, eta: 1 day, 13:17:08, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5594, loss_cls: 3.1404, loss: 3.1404 2020-06-17 08:28:41,241 - mmaction - INFO - Epoch [28][280/3134] lr: 0.01000, eta: 1 day, 13:16:57, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3937, top5_acc: 0.6250, loss_cls: 2.8266, loss: 2.8266 2020-06-17 08:28:52,944 - mmaction - INFO - Epoch [28][300/3134] lr: 0.01000, eta: 1 day, 13:16:45, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.3625, top5_acc: 0.5781, loss_cls: 2.9878, loss: 2.9878 2020-06-17 08:29:04,507 - mmaction - INFO - Epoch [28][320/3134] lr: 0.01000, eta: 1 day, 13:16:32, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3719, top5_acc: 0.5969, loss_cls: 2.9082, loss: 2.9082 2020-06-17 08:29:16,125 - mmaction - INFO - Epoch [28][340/3134] lr: 0.01000, eta: 1 day, 13:16:20, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6219, loss_cls: 2.9930, loss: 2.9930 2020-06-17 08:29:27,706 - mmaction - INFO - Epoch [28][360/3134] lr: 0.01000, eta: 1 day, 13:16:08, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5906, loss_cls: 3.0816, loss: 3.0816 2020-06-17 08:29:39,268 - mmaction - INFO - Epoch [28][380/3134] lr: 0.01000, eta: 1 day, 13:15:56, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6250, loss_cls: 2.9736, loss: 2.9736 2020-06-17 08:29:50,922 - mmaction - INFO - Epoch [28][400/3134] lr: 0.01000, eta: 1 day, 13:15:44, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3719, top5_acc: 0.5844, loss_cls: 2.9316, loss: 2.9316 2020-06-17 08:30:02,596 - mmaction - INFO - Epoch [28][420/3134] lr: 0.01000, eta: 1 day, 13:15:32, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3344, top5_acc: 0.6188, loss_cls: 2.8757, loss: 2.8757 2020-06-17 08:30:14,253 - mmaction - INFO - Epoch [28][440/3134] lr: 0.01000, eta: 1 day, 13:15:20, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4062, top5_acc: 0.6750, loss_cls: 2.6685, loss: 2.6685 2020-06-17 08:30:26,000 - mmaction - INFO - Epoch [28][460/3134] lr: 0.01000, eta: 1 day, 13:15:08, time: 0.587, data_time: 0.001, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6156, loss_cls: 3.0742, loss: 3.0742 2020-06-17 08:30:37,556 - mmaction - INFO - Epoch [28][480/3134] lr: 0.01000, eta: 1 day, 13:14:56, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6219, loss_cls: 2.9070, loss: 2.9070 2020-06-17 08:30:49,155 - mmaction - INFO - Epoch [28][500/3134] lr: 0.01000, eta: 1 day, 13:14:44, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5531, loss_cls: 3.2469, loss: 3.2469 2020-06-17 08:31:00,782 - mmaction - INFO - Epoch [28][520/3134] lr: 0.01000, eta: 1 day, 13:14:32, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5813, loss_cls: 3.0805, loss: 3.0805 2020-06-17 08:31:12,369 - mmaction - INFO - Epoch [28][540/3134] lr: 0.01000, eta: 1 day, 13:14:20, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6312, loss_cls: 2.9005, loss: 2.9005 2020-06-17 08:31:23,970 - mmaction - INFO - Epoch [28][560/3134] lr: 0.01000, eta: 1 day, 13:14:07, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5875, loss_cls: 3.1561, loss: 3.1561 2020-06-17 08:31:35,598 - mmaction - INFO - Epoch [28][580/3134] lr: 0.01000, eta: 1 day, 13:13:55, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5906, loss_cls: 3.0957, loss: 3.0957 2020-06-17 08:31:47,220 - mmaction - INFO - Epoch [28][600/3134] lr: 0.01000, eta: 1 day, 13:13:43, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5687, loss_cls: 3.0508, loss: 3.0508 2020-06-17 08:31:58,855 - mmaction - INFO - Epoch [28][620/3134] lr: 0.01000, eta: 1 day, 13:13:31, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3219, top5_acc: 0.6000, loss_cls: 3.0522, loss: 3.0522 2020-06-17 08:32:10,530 - mmaction - INFO - Epoch [28][640/3134] lr: 0.01000, eta: 1 day, 13:13:19, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5969, loss_cls: 3.0874, loss: 3.0874 2020-06-17 08:32:22,069 - mmaction - INFO - Epoch [28][660/3134] lr: 0.01000, eta: 1 day, 13:13:07, time: 0.579, data_time: 0.004, memory: 8339, top1_acc: 0.2687, top5_acc: 0.5062, loss_cls: 3.3092, loss: 3.3092 2020-06-17 08:32:33,626 - mmaction - INFO - Epoch [28][680/3134] lr: 0.01000, eta: 1 day, 13:12:55, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3281, top5_acc: 0.6031, loss_cls: 2.9095, loss: 2.9095 2020-06-17 08:32:45,247 - mmaction - INFO - Epoch [28][700/3134] lr: 0.01000, eta: 1 day, 13:12:43, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5625, loss_cls: 3.0188, loss: 3.0188 2020-06-17 08:32:56,945 - mmaction - INFO - Epoch [28][720/3134] lr: 0.01000, eta: 1 day, 13:12:31, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5844, loss_cls: 3.1313, loss: 3.1313 2020-06-17 08:33:08,548 - mmaction - INFO - Epoch [28][740/3134] lr: 0.01000, eta: 1 day, 13:12:19, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.2625, top5_acc: 0.5125, loss_cls: 3.2917, loss: 3.2917 2020-06-17 08:33:20,033 - mmaction - INFO - Epoch [28][760/3134] lr: 0.01000, eta: 1 day, 13:12:06, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.3937, top5_acc: 0.6406, loss_cls: 2.7458, loss: 2.7458 2020-06-17 08:33:31,659 - mmaction - INFO - Epoch [28][780/3134] lr: 0.01000, eta: 1 day, 13:11:54, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6375, loss_cls: 3.0034, loss: 3.0034 2020-06-17 08:33:43,291 - mmaction - INFO - Epoch [28][800/3134] lr: 0.01000, eta: 1 day, 13:11:42, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3625, top5_acc: 0.5938, loss_cls: 2.8644, loss: 2.8644 2020-06-17 08:33:54,824 - mmaction - INFO - Epoch [28][820/3134] lr: 0.01000, eta: 1 day, 13:11:30, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6062, loss_cls: 3.0531, loss: 3.0531 2020-06-17 08:34:06,539 - mmaction - INFO - Epoch [28][840/3134] lr: 0.01000, eta: 1 day, 13:11:18, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6062, loss_cls: 2.9686, loss: 2.9686 2020-06-17 08:34:18,182 - mmaction - INFO - Epoch [28][860/3134] lr: 0.01000, eta: 1 day, 13:11:06, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3594, top5_acc: 0.5844, loss_cls: 3.0800, loss: 3.0800 2020-06-17 08:34:29,725 - mmaction - INFO - Epoch [28][880/3134] lr: 0.01000, eta: 1 day, 13:10:54, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5875, loss_cls: 3.1562, loss: 3.1562 2020-06-17 08:34:41,420 - mmaction - INFO - Epoch [28][900/3134] lr: 0.01000, eta: 1 day, 13:10:42, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5906, loss_cls: 3.0992, loss: 3.0992 2020-06-17 08:34:53,013 - mmaction - INFO - Epoch [28][920/3134] lr: 0.01000, eta: 1 day, 13:10:30, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3719, top5_acc: 0.5844, loss_cls: 3.0950, loss: 3.0950 2020-06-17 08:35:04,668 - mmaction - INFO - Epoch [28][940/3134] lr: 0.01000, eta: 1 day, 13:10:17, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3625, top5_acc: 0.5906, loss_cls: 3.0434, loss: 3.0434 2020-06-17 08:35:16,199 - mmaction - INFO - Epoch [28][960/3134] lr: 0.01000, eta: 1 day, 13:10:05, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6094, loss_cls: 3.0631, loss: 3.0631 2020-06-17 08:35:27,754 - mmaction - INFO - Epoch [28][980/3134] lr: 0.01000, eta: 1 day, 13:09:53, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6531, loss_cls: 2.7016, loss: 2.7016 2020-06-17 08:35:39,435 - mmaction - INFO - Epoch [28][1000/3134] lr: 0.01000, eta: 1 day, 13:09:41, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6125, loss_cls: 2.9142, loss: 2.9142 2020-06-17 08:35:51,011 - mmaction - INFO - Epoch [28][1020/3134] lr: 0.01000, eta: 1 day, 13:09:29, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5375, loss_cls: 3.2634, loss: 3.2634 2020-06-17 08:36:02,814 - mmaction - INFO - Epoch [28][1040/3134] lr: 0.01000, eta: 1 day, 13:09:17, time: 0.590, data_time: 0.000, memory: 8339, top1_acc: 0.3844, top5_acc: 0.5844, loss_cls: 3.0306, loss: 3.0306 2020-06-17 08:36:14,434 - mmaction - INFO - Epoch [28][1060/3134] lr: 0.01000, eta: 1 day, 13:09:05, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6281, loss_cls: 2.8475, loss: 2.8475 2020-06-17 08:36:26,071 - mmaction - INFO - Epoch [28][1080/3134] lr: 0.01000, eta: 1 day, 13:08:53, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5813, loss_cls: 3.0005, loss: 3.0005 2020-06-17 08:36:37,736 - mmaction - INFO - Epoch [28][1100/3134] lr: 0.01000, eta: 1 day, 13:08:41, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6344, loss_cls: 2.8410, loss: 2.8410 2020-06-17 08:36:49,379 - mmaction - INFO - Epoch [28][1120/3134] lr: 0.01000, eta: 1 day, 13:08:29, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4000, top5_acc: 0.6531, loss_cls: 2.8332, loss: 2.8332 2020-06-17 08:37:00,985 - mmaction - INFO - Epoch [28][1140/3134] lr: 0.01000, eta: 1 day, 13:08:17, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3625, top5_acc: 0.5813, loss_cls: 3.0348, loss: 3.0348 2020-06-17 08:37:12,598 - mmaction - INFO - Epoch [28][1160/3134] lr: 0.01000, eta: 1 day, 13:08:05, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3250, top5_acc: 0.6156, loss_cls: 2.8672, loss: 2.8672 2020-06-17 08:37:24,252 - mmaction - INFO - Epoch [28][1180/3134] lr: 0.01000, eta: 1 day, 13:07:53, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5781, loss_cls: 3.0976, loss: 3.0976 2020-06-17 08:37:35,887 - mmaction - INFO - Epoch [28][1200/3134] lr: 0.01000, eta: 1 day, 13:07:41, time: 0.585, data_time: 0.005, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6000, loss_cls: 3.0498, loss: 3.0498 2020-06-17 08:37:47,467 - mmaction - INFO - Epoch [28][1220/3134] lr: 0.01000, eta: 1 day, 13:07:29, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6000, loss_cls: 3.0258, loss: 3.0258 2020-06-17 08:37:59,023 - mmaction - INFO - Epoch [28][1240/3134] lr: 0.01000, eta: 1 day, 13:07:16, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3844, top5_acc: 0.6000, loss_cls: 2.9804, loss: 2.9804 2020-06-17 08:38:10,597 - mmaction - INFO - Epoch [28][1260/3134] lr: 0.01000, eta: 1 day, 13:07:04, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6156, loss_cls: 2.8189, loss: 2.8189 2020-06-17 08:38:22,273 - mmaction - INFO - Epoch [28][1280/3134] lr: 0.01000, eta: 1 day, 13:06:52, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6250, loss_cls: 3.0113, loss: 3.0113 2020-06-17 08:38:33,853 - mmaction - INFO - Epoch [28][1300/3134] lr: 0.01000, eta: 1 day, 13:06:40, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5969, loss_cls: 3.0335, loss: 3.0335 2020-06-17 08:38:45,414 - mmaction - INFO - Epoch [28][1320/3134] lr: 0.01000, eta: 1 day, 13:06:28, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5687, loss_cls: 3.0969, loss: 3.0969 2020-06-17 08:38:57,081 - mmaction - INFO - Epoch [28][1340/3134] lr: 0.01000, eta: 1 day, 13:06:16, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6031, loss_cls: 2.9809, loss: 2.9809 2020-06-17 08:39:08,692 - mmaction - INFO - Epoch [28][1360/3134] lr: 0.01000, eta: 1 day, 13:06:04, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3625, top5_acc: 0.5844, loss_cls: 2.9829, loss: 2.9829 2020-06-17 08:39:20,239 - mmaction - INFO - Epoch [28][1380/3134] lr: 0.01000, eta: 1 day, 13:05:52, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5906, loss_cls: 3.0943, loss: 3.0943 2020-06-17 08:39:31,861 - mmaction - INFO - Epoch [28][1400/3134] lr: 0.01000, eta: 1 day, 13:05:39, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5781, loss_cls: 3.0702, loss: 3.0702 2020-06-17 08:39:43,462 - mmaction - INFO - Epoch [28][1420/3134] lr: 0.01000, eta: 1 day, 13:05:27, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5687, loss_cls: 3.0375, loss: 3.0375 2020-06-17 08:39:55,063 - mmaction - INFO - Epoch [28][1440/3134] lr: 0.01000, eta: 1 day, 13:05:15, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5687, loss_cls: 3.1719, loss: 3.1719 2020-06-17 08:40:06,699 - mmaction - INFO - Epoch [28][1460/3134] lr: 0.01000, eta: 1 day, 13:05:03, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6188, loss_cls: 2.9942, loss: 2.9942 2020-06-17 08:40:18,368 - mmaction - INFO - Epoch [28][1480/3134] lr: 0.01000, eta: 1 day, 13:04:51, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6500, loss_cls: 2.7546, loss: 2.7546 2020-06-17 08:40:30,047 - mmaction - INFO - Epoch [28][1500/3134] lr: 0.01000, eta: 1 day, 13:04:39, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6219, loss_cls: 2.9022, loss: 2.9022 2020-06-17 08:40:41,657 - mmaction - INFO - Epoch [28][1520/3134] lr: 0.01000, eta: 1 day, 13:04:27, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6438, loss_cls: 2.7794, loss: 2.7794 2020-06-17 08:40:53,255 - mmaction - INFO - Epoch [28][1540/3134] lr: 0.01000, eta: 1 day, 13:04:15, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4000, top5_acc: 0.6094, loss_cls: 2.9017, loss: 2.9017 2020-06-17 08:41:04,821 - mmaction - INFO - Epoch [28][1560/3134] lr: 0.01000, eta: 1 day, 13:04:03, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6156, loss_cls: 2.9357, loss: 2.9357 2020-06-17 08:41:16,420 - mmaction - INFO - Epoch [28][1580/3134] lr: 0.01000, eta: 1 day, 13:03:51, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5469, loss_cls: 3.3076, loss: 3.3076 2020-06-17 08:41:28,013 - mmaction - INFO - Epoch [28][1600/3134] lr: 0.01000, eta: 1 day, 13:03:39, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4000, top5_acc: 0.6344, loss_cls: 2.7511, loss: 2.7511 2020-06-17 08:41:39,633 - mmaction - INFO - Epoch [28][1620/3134] lr: 0.01000, eta: 1 day, 13:03:26, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3312, top5_acc: 0.6219, loss_cls: 2.9085, loss: 2.9085 2020-06-17 08:41:51,312 - mmaction - INFO - Epoch [28][1640/3134] lr: 0.01000, eta: 1 day, 13:03:15, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3812, top5_acc: 0.6125, loss_cls: 2.9131, loss: 2.9131 2020-06-17 08:42:03,009 - mmaction - INFO - Epoch [28][1660/3134] lr: 0.01000, eta: 1 day, 13:03:03, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5687, loss_cls: 3.1107, loss: 3.1107 2020-06-17 08:42:14,601 - mmaction - INFO - Epoch [28][1680/3134] lr: 0.01000, eta: 1 day, 13:02:50, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5594, loss_cls: 3.1822, loss: 3.1822 2020-06-17 08:42:26,228 - mmaction - INFO - Epoch [28][1700/3134] lr: 0.01000, eta: 1 day, 13:02:38, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5719, loss_cls: 3.0649, loss: 3.0649 2020-06-17 08:42:37,873 - mmaction - INFO - Epoch [28][1720/3134] lr: 0.01000, eta: 1 day, 13:02:27, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5875, loss_cls: 3.1005, loss: 3.1005 2020-06-17 08:42:49,467 - mmaction - INFO - Epoch [28][1740/3134] lr: 0.01000, eta: 1 day, 13:02:14, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.3688, top5_acc: 0.5719, loss_cls: 3.0255, loss: 3.0255 2020-06-17 08:43:01,231 - mmaction - INFO - Epoch [28][1760/3134] lr: 0.01000, eta: 1 day, 13:02:03, time: 0.589, data_time: 0.002, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5781, loss_cls: 3.0201, loss: 3.0201 2020-06-17 08:43:12,841 - mmaction - INFO - Epoch [28][1780/3134] lr: 0.01000, eta: 1 day, 13:01:50, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5875, loss_cls: 3.0627, loss: 3.0627 2020-06-17 08:43:24,391 - mmaction - INFO - Epoch [28][1800/3134] lr: 0.01000, eta: 1 day, 13:01:38, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6250, loss_cls: 2.9044, loss: 2.9044 2020-06-17 08:43:35,981 - mmaction - INFO - Epoch [28][1820/3134] lr: 0.01000, eta: 1 day, 13:01:26, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5906, loss_cls: 3.1245, loss: 3.1245 2020-06-17 08:43:47,579 - mmaction - INFO - Epoch [28][1840/3134] lr: 0.01000, eta: 1 day, 13:01:14, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5844, loss_cls: 2.9706, loss: 2.9706 2020-06-17 08:43:59,158 - mmaction - INFO - Epoch [28][1860/3134] lr: 0.01000, eta: 1 day, 13:01:02, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5687, loss_cls: 3.0924, loss: 3.0924 2020-06-17 08:44:10,731 - mmaction - INFO - Epoch [28][1880/3134] lr: 0.01000, eta: 1 day, 13:00:50, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3187, top5_acc: 0.6156, loss_cls: 2.9344, loss: 2.9344 2020-06-17 08:44:22,386 - mmaction - INFO - Epoch [28][1900/3134] lr: 0.01000, eta: 1 day, 13:00:37, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6000, loss_cls: 3.0650, loss: 3.0650 2020-06-17 08:44:34,020 - mmaction - INFO - Epoch [28][1920/3134] lr: 0.01000, eta: 1 day, 13:00:26, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.4031, top5_acc: 0.6438, loss_cls: 2.7906, loss: 2.7906 2020-06-17 08:44:45,574 - mmaction - INFO - Epoch [28][1940/3134] lr: 0.01000, eta: 1 day, 13:00:13, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6125, loss_cls: 2.9379, loss: 2.9379 2020-06-17 08:44:57,223 - mmaction - INFO - Epoch [28][1960/3134] lr: 0.01000, eta: 1 day, 13:00:01, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5969, loss_cls: 3.1092, loss: 3.1092 2020-06-17 08:45:08,825 - mmaction - INFO - Epoch [28][1980/3134] lr: 0.01000, eta: 1 day, 12:59:49, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6125, loss_cls: 3.0157, loss: 3.0157 2020-06-17 08:45:20,321 - mmaction - INFO - Epoch [28][2000/3134] lr: 0.01000, eta: 1 day, 12:59:37, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6062, loss_cls: 3.0054, loss: 3.0054 2020-06-17 08:45:31,975 - mmaction - INFO - Epoch [28][2020/3134] lr: 0.01000, eta: 1 day, 12:59:25, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5687, loss_cls: 3.1046, loss: 3.1046 2020-06-17 08:45:43,645 - mmaction - INFO - Epoch [28][2040/3134] lr: 0.01000, eta: 1 day, 12:59:13, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3344, top5_acc: 0.6031, loss_cls: 3.1356, loss: 3.1356 2020-06-17 08:45:55,243 - mmaction - INFO - Epoch [28][2060/3134] lr: 0.01000, eta: 1 day, 12:59:01, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6094, loss_cls: 2.9670, loss: 2.9670 2020-06-17 08:46:06,878 - mmaction - INFO - Epoch [28][2080/3134] lr: 0.01000, eta: 1 day, 12:58:49, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6438, loss_cls: 2.9216, loss: 2.9216 2020-06-17 08:46:18,525 - mmaction - INFO - Epoch [28][2100/3134] lr: 0.01000, eta: 1 day, 12:58:37, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5906, loss_cls: 3.0496, loss: 3.0496 2020-06-17 08:46:30,069 - mmaction - INFO - Epoch [28][2120/3134] lr: 0.01000, eta: 1 day, 12:58:24, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5344, loss_cls: 3.2619, loss: 3.2619 2020-06-17 08:46:41,746 - mmaction - INFO - Epoch [28][2140/3134] lr: 0.01000, eta: 1 day, 12:58:12, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6000, loss_cls: 3.0223, loss: 3.0223 2020-06-17 08:46:53,307 - mmaction - INFO - Epoch [28][2160/3134] lr: 0.01000, eta: 1 day, 12:58:00, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5875, loss_cls: 3.1235, loss: 3.1235 2020-06-17 08:47:04,826 - mmaction - INFO - Epoch [28][2180/3134] lr: 0.01000, eta: 1 day, 12:57:48, time: 0.575, data_time: 0.000, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5563, loss_cls: 3.2255, loss: 3.2255 2020-06-17 08:47:16,597 - mmaction - INFO - Epoch [28][2200/3134] lr: 0.01000, eta: 1 day, 12:57:36, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.3219, top5_acc: 0.6062, loss_cls: 2.9760, loss: 2.9760 2020-06-17 08:47:28,210 - mmaction - INFO - Epoch [28][2220/3134] lr: 0.01000, eta: 1 day, 12:57:24, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6438, loss_cls: 2.8214, loss: 2.8214 2020-06-17 08:47:39,815 - mmaction - INFO - Epoch [28][2240/3134] lr: 0.01000, eta: 1 day, 12:57:12, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3312, top5_acc: 0.6062, loss_cls: 2.9421, loss: 2.9421 2020-06-17 08:47:51,372 - mmaction - INFO - Epoch [28][2260/3134] lr: 0.01000, eta: 1 day, 12:57:00, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5437, loss_cls: 3.3535, loss: 3.3535 2020-06-17 08:48:02,985 - mmaction - INFO - Epoch [28][2280/3134] lr: 0.01000, eta: 1 day, 12:56:48, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5531, loss_cls: 3.1989, loss: 3.1989 2020-06-17 08:48:14,670 - mmaction - INFO - Epoch [28][2300/3134] lr: 0.01000, eta: 1 day, 12:56:36, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3219, top5_acc: 0.6125, loss_cls: 3.0809, loss: 3.0809 2020-06-17 08:48:26,323 - mmaction - INFO - Epoch [28][2320/3134] lr: 0.01000, eta: 1 day, 12:56:24, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5906, loss_cls: 2.9896, loss: 2.9896 2020-06-17 08:48:37,900 - mmaction - INFO - Epoch [28][2340/3134] lr: 0.01000, eta: 1 day, 12:56:12, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5250, loss_cls: 3.2015, loss: 3.2015 2020-06-17 08:48:49,512 - mmaction - INFO - Epoch [28][2360/3134] lr: 0.01000, eta: 1 day, 12:56:00, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6219, loss_cls: 2.9061, loss: 2.9061 2020-06-17 08:49:01,155 - mmaction - INFO - Epoch [28][2380/3134] lr: 0.01000, eta: 1 day, 12:55:48, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3156, top5_acc: 0.6156, loss_cls: 2.9788, loss: 2.9788 2020-06-17 08:49:12,752 - mmaction - INFO - Epoch [28][2400/3134] lr: 0.01000, eta: 1 day, 12:55:35, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3312, top5_acc: 0.6156, loss_cls: 2.8750, loss: 2.8750 2020-06-17 08:49:24,392 - mmaction - INFO - Epoch [28][2420/3134] lr: 0.01000, eta: 1 day, 12:55:23, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5375, loss_cls: 3.1101, loss: 3.1101 2020-06-17 08:49:36,066 - mmaction - INFO - Epoch [28][2440/3134] lr: 0.01000, eta: 1 day, 12:55:11, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6156, loss_cls: 2.9906, loss: 2.9906 2020-06-17 08:49:47,674 - mmaction - INFO - Epoch [28][2460/3134] lr: 0.01000, eta: 1 day, 12:54:59, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5938, loss_cls: 3.1779, loss: 3.1779 2020-06-17 08:49:59,346 - mmaction - INFO - Epoch [28][2480/3134] lr: 0.01000, eta: 1 day, 12:54:47, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6531, loss_cls: 2.8414, loss: 2.8414 2020-06-17 08:50:11,046 - mmaction - INFO - Epoch [28][2500/3134] lr: 0.01000, eta: 1 day, 12:54:36, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6125, loss_cls: 2.9215, loss: 2.9215 2020-06-17 08:50:22,601 - mmaction - INFO - Epoch [28][2520/3134] lr: 0.01000, eta: 1 day, 12:54:23, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5969, loss_cls: 3.0960, loss: 3.0960 2020-06-17 08:50:34,167 - mmaction - INFO - Epoch [28][2540/3134] lr: 0.01000, eta: 1 day, 12:54:11, time: 0.577, data_time: 0.004, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5875, loss_cls: 3.0100, loss: 3.0100 2020-06-17 08:50:45,791 - mmaction - INFO - Epoch [28][2560/3134] lr: 0.01000, eta: 1 day, 12:53:59, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5469, loss_cls: 3.1809, loss: 3.1809 2020-06-17 08:50:57,359 - mmaction - INFO - Epoch [28][2580/3134] lr: 0.01000, eta: 1 day, 12:53:47, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5875, loss_cls: 3.1214, loss: 3.1214 2020-06-17 08:51:09,039 - mmaction - INFO - Epoch [28][2600/3134] lr: 0.01000, eta: 1 day, 12:53:35, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5781, loss_cls: 3.1695, loss: 3.1695 2020-06-17 08:51:20,684 - mmaction - INFO - Epoch [28][2620/3134] lr: 0.01000, eta: 1 day, 12:53:23, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5906, loss_cls: 2.9698, loss: 2.9698 2020-06-17 08:51:32,282 - mmaction - INFO - Epoch [28][2640/3134] lr: 0.01000, eta: 1 day, 12:53:11, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6000, loss_cls: 2.9900, loss: 2.9900 2020-06-17 08:51:43,851 - mmaction - INFO - Epoch [28][2660/3134] lr: 0.01000, eta: 1 day, 12:52:59, time: 0.579, data_time: 0.004, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5813, loss_cls: 3.0559, loss: 3.0559 2020-06-17 08:51:55,516 - mmaction - INFO - Epoch [28][2680/3134] lr: 0.01000, eta: 1 day, 12:52:47, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3688, top5_acc: 0.5875, loss_cls: 2.9128, loss: 2.9128 2020-06-17 08:52:07,125 - mmaction - INFO - Epoch [28][2700/3134] lr: 0.01000, eta: 1 day, 12:52:35, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6406, loss_cls: 2.8629, loss: 2.8629 2020-06-17 08:52:18,756 - mmaction - INFO - Epoch [28][2720/3134] lr: 0.01000, eta: 1 day, 12:52:23, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3156, top5_acc: 0.6000, loss_cls: 3.1113, loss: 3.1113 2020-06-17 08:52:30,368 - mmaction - INFO - Epoch [28][2740/3134] lr: 0.01000, eta: 1 day, 12:52:11, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3812, top5_acc: 0.5781, loss_cls: 3.0192, loss: 3.0192 2020-06-17 08:52:41,930 - mmaction - INFO - Epoch [28][2760/3134] lr: 0.01000, eta: 1 day, 12:51:58, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5969, loss_cls: 2.9813, loss: 2.9813 2020-06-17 08:52:53,625 - mmaction - INFO - Epoch [28][2780/3134] lr: 0.01000, eta: 1 day, 12:51:46, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5875, loss_cls: 3.1764, loss: 3.1764 2020-06-17 08:53:05,249 - mmaction - INFO - Epoch [28][2800/3134] lr: 0.01000, eta: 1 day, 12:51:34, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.2969, top5_acc: 0.6000, loss_cls: 3.1425, loss: 3.1425 2020-06-17 08:53:16,855 - mmaction - INFO - Epoch [28][2820/3134] lr: 0.01000, eta: 1 day, 12:51:22, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6062, loss_cls: 2.9297, loss: 2.9297 2020-06-17 08:53:28,473 - mmaction - INFO - Epoch [28][2840/3134] lr: 0.01000, eta: 1 day, 12:51:10, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5469, loss_cls: 3.2314, loss: 3.2314 2020-06-17 08:53:40,122 - mmaction - INFO - Epoch [28][2860/3134] lr: 0.01000, eta: 1 day, 12:50:58, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3781, top5_acc: 0.5875, loss_cls: 2.9935, loss: 2.9935 2020-06-17 08:53:51,715 - mmaction - INFO - Epoch [28][2880/3134] lr: 0.01000, eta: 1 day, 12:50:46, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5719, loss_cls: 3.1161, loss: 3.1161 2020-06-17 08:54:03,311 - mmaction - INFO - Epoch [28][2900/3134] lr: 0.01000, eta: 1 day, 12:50:34, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6156, loss_cls: 2.9144, loss: 2.9144 2020-06-17 08:54:15,005 - mmaction - INFO - Epoch [28][2920/3134] lr: 0.01000, eta: 1 day, 12:50:22, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6406, loss_cls: 2.8827, loss: 2.8827 2020-06-17 08:54:26,593 - mmaction - INFO - Epoch [28][2940/3134] lr: 0.01000, eta: 1 day, 12:50:10, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6344, loss_cls: 3.0068, loss: 3.0068 2020-06-17 08:54:38,130 - mmaction - INFO - Epoch [28][2960/3134] lr: 0.01000, eta: 1 day, 12:49:58, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6219, loss_cls: 2.9101, loss: 2.9101 2020-06-17 08:54:49,822 - mmaction - INFO - Epoch [28][2980/3134] lr: 0.01000, eta: 1 day, 12:49:46, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5938, loss_cls: 3.0600, loss: 3.0600 2020-06-17 08:55:01,394 - mmaction - INFO - Epoch [28][3000/3134] lr: 0.01000, eta: 1 day, 12:49:34, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6312, loss_cls: 2.9302, loss: 2.9302 2020-06-17 08:55:13,078 - mmaction - INFO - Epoch [28][3020/3134] lr: 0.01000, eta: 1 day, 12:49:22, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5875, loss_cls: 3.1463, loss: 3.1463 2020-06-17 08:55:24,719 - mmaction - INFO - Epoch [28][3040/3134] lr: 0.01000, eta: 1 day, 12:49:10, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5594, loss_cls: 3.1411, loss: 3.1411 2020-06-17 08:55:36,297 - mmaction - INFO - Epoch [28][3060/3134] lr: 0.01000, eta: 1 day, 12:48:58, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3656, top5_acc: 0.5938, loss_cls: 3.0075, loss: 3.0075 2020-06-17 08:55:47,860 - mmaction - INFO - Epoch [28][3080/3134] lr: 0.01000, eta: 1 day, 12:48:45, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5375, loss_cls: 3.3251, loss: 3.3251 2020-06-17 08:55:59,512 - mmaction - INFO - Epoch [28][3100/3134] lr: 0.01000, eta: 1 day, 12:48:33, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6156, loss_cls: 2.9334, loss: 2.9334 2020-06-17 08:56:11,082 - mmaction - INFO - Epoch [28][3120/3134] lr: 0.01000, eta: 1 day, 12:48:21, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5813, loss_cls: 3.1329, loss: 3.1329 2020-06-17 08:56:46,017 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-17 08:56:47,275 - mmaction - INFO - top1_acc 0.2397 top5_acc 0.4905 2020-06-17 08:56:47,292 - mmaction - INFO - Epoch [28][3134/3134] lr: 0.01000, top1_acc: 0.2397, top5_acc: 0.4905 2020-06-17 08:57:02,638 - mmaction - INFO - Epoch [29][20/3134] lr: 0.01000, eta: 1 day, 12:47:49, time: 0.765, data_time: 0.188, memory: 8339, top1_acc: 0.3969, top5_acc: 0.6375, loss_cls: 2.8493, loss: 2.8493 2020-06-17 08:57:14,275 - mmaction - INFO - Epoch [29][40/3134] lr: 0.01000, eta: 1 day, 12:47:37, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3281, top5_acc: 0.6031, loss_cls: 3.0749, loss: 3.0749 2020-06-17 08:57:25,918 - mmaction - INFO - Epoch [29][60/3134] lr: 0.01000, eta: 1 day, 12:47:25, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5938, loss_cls: 3.0469, loss: 3.0469 2020-06-17 08:57:37,479 - mmaction - INFO - Epoch [29][80/3134] lr: 0.01000, eta: 1 day, 12:47:13, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6438, loss_cls: 2.8995, loss: 2.8995 2020-06-17 08:57:49,150 - mmaction - INFO - Epoch [29][100/3134] lr: 0.01000, eta: 1 day, 12:47:01, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6281, loss_cls: 2.9979, loss: 2.9979 2020-06-17 08:58:00,771 - mmaction - INFO - Epoch [29][120/3134] lr: 0.01000, eta: 1 day, 12:46:49, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5938, loss_cls: 3.0406, loss: 3.0406 2020-06-17 08:58:12,361 - mmaction - INFO - Epoch [29][140/3134] lr: 0.01000, eta: 1 day, 12:46:37, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6125, loss_cls: 3.0060, loss: 3.0060 2020-06-17 08:58:24,016 - mmaction - INFO - Epoch [29][160/3134] lr: 0.01000, eta: 1 day, 12:46:25, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5594, loss_cls: 3.2195, loss: 3.2195 2020-06-17 08:58:35,674 - mmaction - INFO - Epoch [29][180/3134] lr: 0.01000, eta: 1 day, 12:46:13, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5906, loss_cls: 3.0860, loss: 3.0860 2020-06-17 08:58:47,280 - mmaction - INFO - Epoch [29][200/3134] lr: 0.01000, eta: 1 day, 12:46:01, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6219, loss_cls: 2.8046, loss: 2.8046 2020-06-17 08:58:58,805 - mmaction - INFO - Epoch [29][220/3134] lr: 0.01000, eta: 1 day, 12:45:49, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6000, loss_cls: 2.9242, loss: 2.9242 2020-06-17 08:59:10,419 - mmaction - INFO - Epoch [29][240/3134] lr: 0.01000, eta: 1 day, 12:45:36, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6062, loss_cls: 2.9209, loss: 2.9209 2020-06-17 08:59:22,007 - mmaction - INFO - Epoch [29][260/3134] lr: 0.01000, eta: 1 day, 12:45:24, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6000, loss_cls: 2.9532, loss: 2.9532 2020-06-17 08:59:33,603 - mmaction - INFO - Epoch [29][280/3134] lr: 0.01000, eta: 1 day, 12:45:12, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5906, loss_cls: 2.9822, loss: 2.9822 2020-06-17 08:59:45,234 - mmaction - INFO - Epoch [29][300/3134] lr: 0.01000, eta: 1 day, 12:45:00, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3844, top5_acc: 0.6438, loss_cls: 2.8110, loss: 2.8110 2020-06-17 08:59:56,919 - mmaction - INFO - Epoch [29][320/3134] lr: 0.01000, eta: 1 day, 12:44:48, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5500, loss_cls: 3.2780, loss: 3.2780 2020-06-17 09:00:08,525 - mmaction - INFO - Epoch [29][340/3134] lr: 0.01000, eta: 1 day, 12:44:36, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6000, loss_cls: 3.0456, loss: 3.0456 2020-06-17 09:00:22,406 - mmaction - INFO - Epoch [29][360/3134] lr: 0.01000, eta: 1 day, 12:44:29, time: 0.676, data_time: 0.001, memory: 8339, top1_acc: 0.3688, top5_acc: 0.5938, loss_cls: 2.9411, loss: 2.9411 2020-06-17 09:00:34,708 - mmaction - INFO - Epoch [29][380/3134] lr: 0.01000, eta: 1 day, 12:44:20, time: 0.633, data_time: 0.030, memory: 8339, top1_acc: 0.3312, top5_acc: 0.6031, loss_cls: 3.0843, loss: 3.0843 2020-06-17 09:00:46,329 - mmaction - INFO - Epoch [29][400/3134] lr: 0.01000, eta: 1 day, 12:44:08, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3812, top5_acc: 0.6469, loss_cls: 2.9011, loss: 2.9011 2020-06-17 09:00:58,033 - mmaction - INFO - Epoch [29][420/3134] lr: 0.01000, eta: 1 day, 12:43:56, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6125, loss_cls: 2.8623, loss: 2.8623 2020-06-17 09:01:09,684 - mmaction - INFO - Epoch [29][440/3134] lr: 0.01000, eta: 1 day, 12:43:44, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6062, loss_cls: 2.9079, loss: 2.9079 2020-06-17 09:01:21,272 - mmaction - INFO - Epoch [29][460/3134] lr: 0.01000, eta: 1 day, 12:43:32, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5781, loss_cls: 3.0775, loss: 3.0775 2020-06-17 09:01:32,955 - mmaction - INFO - Epoch [29][480/3134] lr: 0.01000, eta: 1 day, 12:43:20, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6281, loss_cls: 2.9309, loss: 2.9309 2020-06-17 09:01:44,630 - mmaction - INFO - Epoch [29][500/3134] lr: 0.01000, eta: 1 day, 12:43:08, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5781, loss_cls: 3.1692, loss: 3.1692 2020-06-17 09:01:56,162 - mmaction - INFO - Epoch [29][520/3134] lr: 0.01000, eta: 1 day, 12:42:56, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6188, loss_cls: 2.9727, loss: 2.9727 2020-06-17 09:02:07,780 - mmaction - INFO - Epoch [29][540/3134] lr: 0.01000, eta: 1 day, 12:42:43, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5969, loss_cls: 2.9105, loss: 2.9105 2020-06-17 09:02:19,333 - mmaction - INFO - Epoch [29][560/3134] lr: 0.01000, eta: 1 day, 12:42:31, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5813, loss_cls: 3.1066, loss: 3.1066 2020-06-17 09:02:31,017 - mmaction - INFO - Epoch [29][580/3134] lr: 0.01000, eta: 1 day, 12:42:19, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6188, loss_cls: 2.9124, loss: 2.9124 2020-06-17 09:02:42,668 - mmaction - INFO - Epoch [29][600/3134] lr: 0.01000, eta: 1 day, 12:42:07, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5437, loss_cls: 3.1706, loss: 3.1706 2020-06-17 09:02:54,240 - mmaction - INFO - Epoch [29][620/3134] lr: 0.01000, eta: 1 day, 12:41:55, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5844, loss_cls: 2.9680, loss: 2.9680 2020-06-17 09:03:05,743 - mmaction - INFO - Epoch [29][640/3134] lr: 0.01000, eta: 1 day, 12:41:43, time: 0.575, data_time: 0.000, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6062, loss_cls: 3.0673, loss: 3.0673 2020-06-17 09:03:17,446 - mmaction - INFO - Epoch [29][660/3134] lr: 0.01000, eta: 1 day, 12:41:31, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5875, loss_cls: 2.9950, loss: 2.9950 2020-06-17 09:03:29,096 - mmaction - INFO - Epoch [29][680/3134] lr: 0.01000, eta: 1 day, 12:41:19, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5219, loss_cls: 3.2224, loss: 3.2224 2020-06-17 09:03:40,715 - mmaction - INFO - Epoch [29][700/3134] lr: 0.01000, eta: 1 day, 12:41:07, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5969, loss_cls: 3.1093, loss: 3.1093 2020-06-17 09:03:52,339 - mmaction - INFO - Epoch [29][720/3134] lr: 0.01000, eta: 1 day, 12:40:55, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5875, loss_cls: 3.1687, loss: 3.1687 2020-06-17 09:04:03,997 - mmaction - INFO - Epoch [29][740/3134] lr: 0.01000, eta: 1 day, 12:40:43, time: 0.582, data_time: 0.000, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5969, loss_cls: 3.0070, loss: 3.0070 2020-06-17 09:04:15,533 - mmaction - INFO - Epoch [29][760/3134] lr: 0.01000, eta: 1 day, 12:40:31, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3594, top5_acc: 0.5938, loss_cls: 3.0654, loss: 3.0654 2020-06-17 09:04:27,178 - mmaction - INFO - Epoch [29][780/3134] lr: 0.01000, eta: 1 day, 12:40:19, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3625, top5_acc: 0.5969, loss_cls: 3.0797, loss: 3.0797 2020-06-17 09:04:38,839 - mmaction - INFO - Epoch [29][800/3134] lr: 0.01000, eta: 1 day, 12:40:07, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3594, top5_acc: 0.5750, loss_cls: 3.0786, loss: 3.0786 2020-06-17 09:04:50,412 - mmaction - INFO - Epoch [29][820/3134] lr: 0.01000, eta: 1 day, 12:39:55, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5875, loss_cls: 3.0634, loss: 3.0634 2020-06-17 09:05:02,052 - mmaction - INFO - Epoch [29][840/3134] lr: 0.01000, eta: 1 day, 12:39:43, time: 0.582, data_time: 0.000, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6188, loss_cls: 2.8455, loss: 2.8455 2020-06-17 09:05:13,657 - mmaction - INFO - Epoch [29][860/3134] lr: 0.01000, eta: 1 day, 12:39:31, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6281, loss_cls: 2.8781, loss: 2.8781 2020-06-17 09:05:25,281 - mmaction - INFO - Epoch [29][880/3134] lr: 0.01000, eta: 1 day, 12:39:19, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3344, top5_acc: 0.6094, loss_cls: 3.0204, loss: 3.0204 2020-06-17 09:05:36,922 - mmaction - INFO - Epoch [29][900/3134] lr: 0.01000, eta: 1 day, 12:39:06, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3875, top5_acc: 0.5687, loss_cls: 3.1047, loss: 3.1047 2020-06-17 09:05:48,489 - mmaction - INFO - Epoch [29][920/3134] lr: 0.01000, eta: 1 day, 12:38:54, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6156, loss_cls: 3.0189, loss: 3.0189 2020-06-17 09:06:00,113 - mmaction - INFO - Epoch [29][940/3134] lr: 0.01000, eta: 1 day, 12:38:42, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5687, loss_cls: 3.1687, loss: 3.1687 2020-06-17 09:06:11,654 - mmaction - INFO - Epoch [29][960/3134] lr: 0.01000, eta: 1 day, 12:38:30, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3844, top5_acc: 0.6219, loss_cls: 2.9731, loss: 2.9731 2020-06-17 09:06:23,319 - mmaction - INFO - Epoch [29][980/3134] lr: 0.01000, eta: 1 day, 12:38:18, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6094, loss_cls: 2.9408, loss: 2.9408 2020-06-17 09:06:34,911 - mmaction - INFO - Epoch [29][1000/3134] lr: 0.01000, eta: 1 day, 12:38:06, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6031, loss_cls: 3.0006, loss: 3.0006 2020-06-17 09:06:46,452 - mmaction - INFO - Epoch [29][1020/3134] lr: 0.01000, eta: 1 day, 12:37:54, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6062, loss_cls: 2.8549, loss: 2.8549 2020-06-17 09:06:58,123 - mmaction - INFO - Epoch [29][1040/3134] lr: 0.01000, eta: 1 day, 12:37:42, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6562, loss_cls: 2.8633, loss: 2.8633 2020-06-17 09:07:09,693 - mmaction - INFO - Epoch [29][1060/3134] lr: 0.01000, eta: 1 day, 12:37:30, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5437, loss_cls: 3.2525, loss: 3.2525 2020-06-17 09:07:21,281 - mmaction - INFO - Epoch [29][1080/3134] lr: 0.01000, eta: 1 day, 12:37:18, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5813, loss_cls: 3.1429, loss: 3.1429 2020-06-17 09:07:32,917 - mmaction - INFO - Epoch [29][1100/3134] lr: 0.01000, eta: 1 day, 12:37:05, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6000, loss_cls: 3.1195, loss: 3.1195 2020-06-17 09:07:44,562 - mmaction - INFO - Epoch [29][1120/3134] lr: 0.01000, eta: 1 day, 12:36:54, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6125, loss_cls: 2.9730, loss: 2.9730 2020-06-17 09:07:56,203 - mmaction - INFO - Epoch [29][1140/3134] lr: 0.01000, eta: 1 day, 12:36:42, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5687, loss_cls: 3.1268, loss: 3.1268 2020-06-17 09:08:07,826 - mmaction - INFO - Epoch [29][1160/3134] lr: 0.01000, eta: 1 day, 12:36:29, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6188, loss_cls: 2.8957, loss: 2.8957 2020-06-17 09:08:19,437 - mmaction - INFO - Epoch [29][1180/3134] lr: 0.01000, eta: 1 day, 12:36:17, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5844, loss_cls: 3.0642, loss: 3.0642 2020-06-17 09:08:31,012 - mmaction - INFO - Epoch [29][1200/3134] lr: 0.01000, eta: 1 day, 12:36:05, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5656, loss_cls: 3.1587, loss: 3.1587 2020-06-17 09:08:42,676 - mmaction - INFO - Epoch [29][1220/3134] lr: 0.01000, eta: 1 day, 12:35:53, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3344, top5_acc: 0.6156, loss_cls: 3.0340, loss: 3.0340 2020-06-17 09:08:54,277 - mmaction - INFO - Epoch [29][1240/3134] lr: 0.01000, eta: 1 day, 12:35:41, time: 0.579, data_time: 0.004, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5813, loss_cls: 3.0703, loss: 3.0703 2020-06-17 09:09:05,962 - mmaction - INFO - Epoch [29][1260/3134] lr: 0.01000, eta: 1 day, 12:35:29, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5719, loss_cls: 3.0822, loss: 3.0822 2020-06-17 09:09:17,583 - mmaction - INFO - Epoch [29][1280/3134] lr: 0.01000, eta: 1 day, 12:35:17, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6156, loss_cls: 3.0085, loss: 3.0085 2020-06-17 09:09:29,246 - mmaction - INFO - Epoch [29][1300/3134] lr: 0.01000, eta: 1 day, 12:35:05, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6125, loss_cls: 2.9426, loss: 2.9426 2020-06-17 09:09:40,881 - mmaction - INFO - Epoch [29][1320/3134] lr: 0.01000, eta: 1 day, 12:34:53, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3656, top5_acc: 0.5563, loss_cls: 3.0625, loss: 3.0625 2020-06-17 09:09:52,444 - mmaction - INFO - Epoch [29][1340/3134] lr: 0.01000, eta: 1 day, 12:34:41, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6094, loss_cls: 2.9582, loss: 2.9582 2020-06-17 09:10:04,066 - mmaction - INFO - Epoch [29][1360/3134] lr: 0.01000, eta: 1 day, 12:34:29, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5625, loss_cls: 3.1062, loss: 3.1062 2020-06-17 09:10:15,795 - mmaction - INFO - Epoch [29][1380/3134] lr: 0.01000, eta: 1 day, 12:34:17, time: 0.588, data_time: 0.002, memory: 8339, top1_acc: 0.4062, top5_acc: 0.6375, loss_cls: 2.7226, loss: 2.7226 2020-06-17 09:10:27,356 - mmaction - INFO - Epoch [29][1400/3134] lr: 0.01000, eta: 1 day, 12:34:05, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5813, loss_cls: 3.1434, loss: 3.1434 2020-06-17 09:10:39,051 - mmaction - INFO - Epoch [29][1420/3134] lr: 0.01000, eta: 1 day, 12:33:53, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5938, loss_cls: 2.9710, loss: 2.9710 2020-06-17 09:10:50,653 - mmaction - INFO - Epoch [29][1440/3134] lr: 0.01000, eta: 1 day, 12:33:41, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5813, loss_cls: 3.1211, loss: 3.1211 2020-06-17 09:11:02,203 - mmaction - INFO - Epoch [29][1460/3134] lr: 0.01000, eta: 1 day, 12:33:29, time: 0.577, data_time: 0.000, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5594, loss_cls: 3.1665, loss: 3.1665 2020-06-17 09:11:13,791 - mmaction - INFO - Epoch [29][1480/3134] lr: 0.01000, eta: 1 day, 12:33:17, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5719, loss_cls: 3.0396, loss: 3.0396 2020-06-17 09:11:25,464 - mmaction - INFO - Epoch [29][1500/3134] lr: 0.01000, eta: 1 day, 12:33:05, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5875, loss_cls: 3.1395, loss: 3.1395 2020-06-17 09:11:37,073 - mmaction - INFO - Epoch [29][1520/3134] lr: 0.01000, eta: 1 day, 12:32:53, time: 0.584, data_time: 0.005, memory: 8339, top1_acc: 0.4031, top5_acc: 0.6344, loss_cls: 2.8267, loss: 2.8267 2020-06-17 09:11:48,608 - mmaction - INFO - Epoch [29][1540/3134] lr: 0.01000, eta: 1 day, 12:32:41, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5687, loss_cls: 3.1642, loss: 3.1642 2020-06-17 09:12:00,266 - mmaction - INFO - Epoch [29][1560/3134] lr: 0.01000, eta: 1 day, 12:32:29, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3688, top5_acc: 0.5531, loss_cls: 3.0434, loss: 3.0434 2020-06-17 09:12:11,961 - mmaction - INFO - Epoch [29][1580/3134] lr: 0.01000, eta: 1 day, 12:32:17, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4000, top5_acc: 0.5938, loss_cls: 2.9178, loss: 2.9178 2020-06-17 09:12:23,546 - mmaction - INFO - Epoch [29][1600/3134] lr: 0.01000, eta: 1 day, 12:32:05, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5938, loss_cls: 3.1282, loss: 3.1282 2020-06-17 09:12:35,169 - mmaction - INFO - Epoch [29][1620/3134] lr: 0.01000, eta: 1 day, 12:31:53, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5656, loss_cls: 3.1913, loss: 3.1913 2020-06-17 09:12:46,852 - mmaction - INFO - Epoch [29][1640/3134] lr: 0.01000, eta: 1 day, 12:31:41, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5875, loss_cls: 2.9754, loss: 2.9754 2020-06-17 09:12:58,443 - mmaction - INFO - Epoch [29][1660/3134] lr: 0.01000, eta: 1 day, 12:31:29, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6281, loss_cls: 2.8397, loss: 2.8397 2020-06-17 09:13:10,070 - mmaction - INFO - Epoch [29][1680/3134] lr: 0.01000, eta: 1 day, 12:31:17, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6125, loss_cls: 3.1316, loss: 3.1316 2020-06-17 09:13:21,648 - mmaction - INFO - Epoch [29][1700/3134] lr: 0.01000, eta: 1 day, 12:31:04, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3312, top5_acc: 0.6156, loss_cls: 3.0483, loss: 3.0483 2020-06-17 09:13:33,184 - mmaction - INFO - Epoch [29][1720/3134] lr: 0.01000, eta: 1 day, 12:30:52, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.3812, top5_acc: 0.6500, loss_cls: 2.7940, loss: 2.7940 2020-06-17 09:13:44,847 - mmaction - INFO - Epoch [29][1740/3134] lr: 0.01000, eta: 1 day, 12:30:40, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5875, loss_cls: 3.1447, loss: 3.1447 2020-06-17 09:13:56,489 - mmaction - INFO - Epoch [29][1760/3134] lr: 0.01000, eta: 1 day, 12:30:28, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6594, loss_cls: 2.9193, loss: 2.9193 2020-06-17 09:14:08,111 - mmaction - INFO - Epoch [29][1780/3134] lr: 0.01000, eta: 1 day, 12:30:16, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5719, loss_cls: 3.1007, loss: 3.1007 2020-06-17 09:14:19,644 - mmaction - INFO - Epoch [29][1800/3134] lr: 0.01000, eta: 1 day, 12:30:04, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6125, loss_cls: 2.8532, loss: 2.8532 2020-06-17 09:14:31,175 - mmaction - INFO - Epoch [29][1820/3134] lr: 0.01000, eta: 1 day, 12:29:52, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6219, loss_cls: 2.7985, loss: 2.7985 2020-06-17 09:14:42,768 - mmaction - INFO - Epoch [29][1840/3134] lr: 0.01000, eta: 1 day, 12:29:40, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.3969, top5_acc: 0.5938, loss_cls: 2.9951, loss: 2.9951 2020-06-17 09:14:54,534 - mmaction - INFO - Epoch [29][1860/3134] lr: 0.01000, eta: 1 day, 12:29:28, time: 0.589, data_time: 0.003, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5844, loss_cls: 3.1014, loss: 3.1014 2020-06-17 09:15:06,264 - mmaction - INFO - Epoch [29][1880/3134] lr: 0.01000, eta: 1 day, 12:29:16, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6594, loss_cls: 2.8230, loss: 2.8230 2020-06-17 09:15:17,830 - mmaction - INFO - Epoch [29][1900/3134] lr: 0.01000, eta: 1 day, 12:29:04, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6281, loss_cls: 2.9429, loss: 2.9429 2020-06-17 09:15:29,409 - mmaction - INFO - Epoch [29][1920/3134] lr: 0.01000, eta: 1 day, 12:28:52, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6219, loss_cls: 2.9083, loss: 2.9083 2020-06-17 09:15:41,025 - mmaction - INFO - Epoch [29][1940/3134] lr: 0.01000, eta: 1 day, 12:28:40, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5938, loss_cls: 3.0520, loss: 3.0520 2020-06-17 09:15:52,661 - mmaction - INFO - Epoch [29][1960/3134] lr: 0.01000, eta: 1 day, 12:28:28, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5156, loss_cls: 3.2787, loss: 3.2787 2020-06-17 09:16:04,241 - mmaction - INFO - Epoch [29][1980/3134] lr: 0.01000, eta: 1 day, 12:28:16, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3625, top5_acc: 0.5906, loss_cls: 2.9954, loss: 2.9954 2020-06-17 09:16:15,890 - mmaction - INFO - Epoch [29][2000/3134] lr: 0.01000, eta: 1 day, 12:28:04, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6219, loss_cls: 3.0964, loss: 3.0964 2020-06-17 09:16:27,528 - mmaction - INFO - Epoch [29][2020/3134] lr: 0.01000, eta: 1 day, 12:27:52, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3937, top5_acc: 0.6125, loss_cls: 2.9828, loss: 2.9828 2020-06-17 09:16:39,089 - mmaction - INFO - Epoch [29][2040/3134] lr: 0.01000, eta: 1 day, 12:27:40, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5969, loss_cls: 3.1113, loss: 3.1113 2020-06-17 09:16:50,746 - mmaction - INFO - Epoch [29][2060/3134] lr: 0.01000, eta: 1 day, 12:27:28, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6094, loss_cls: 2.9611, loss: 2.9611 2020-06-17 09:17:02,353 - mmaction - INFO - Epoch [29][2080/3134] lr: 0.01000, eta: 1 day, 12:27:15, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3219, top5_acc: 0.6000, loss_cls: 3.0716, loss: 3.0716 2020-06-17 09:17:14,003 - mmaction - INFO - Epoch [29][2100/3134] lr: 0.01000, eta: 1 day, 12:27:04, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6031, loss_cls: 2.9693, loss: 2.9693 2020-06-17 09:17:25,596 - mmaction - INFO - Epoch [29][2120/3134] lr: 0.01000, eta: 1 day, 12:26:51, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5875, loss_cls: 3.0982, loss: 3.0982 2020-06-17 09:17:37,311 - mmaction - INFO - Epoch [29][2140/3134] lr: 0.01000, eta: 1 day, 12:26:40, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6156, loss_cls: 2.9066, loss: 2.9066 2020-06-17 09:17:48,934 - mmaction - INFO - Epoch [29][2160/3134] lr: 0.01000, eta: 1 day, 12:26:28, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5687, loss_cls: 3.3320, loss: 3.3320 2020-06-17 09:18:00,533 - mmaction - INFO - Epoch [29][2180/3134] lr: 0.01000, eta: 1 day, 12:26:15, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6250, loss_cls: 2.9412, loss: 2.9412 2020-06-17 09:18:12,102 - mmaction - INFO - Epoch [29][2200/3134] lr: 0.01000, eta: 1 day, 12:26:03, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5656, loss_cls: 3.1247, loss: 3.1247 2020-06-17 09:18:23,753 - mmaction - INFO - Epoch [29][2220/3134] lr: 0.01000, eta: 1 day, 12:25:51, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5500, loss_cls: 3.2855, loss: 3.2855 2020-06-17 09:18:35,470 - mmaction - INFO - Epoch [29][2240/3134] lr: 0.01000, eta: 1 day, 12:25:40, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5906, loss_cls: 3.0921, loss: 3.0921 2020-06-17 09:18:47,102 - mmaction - INFO - Epoch [29][2260/3134] lr: 0.01000, eta: 1 day, 12:25:28, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.3844, top5_acc: 0.6156, loss_cls: 2.9276, loss: 2.9276 2020-06-17 09:18:58,710 - mmaction - INFO - Epoch [29][2280/3134] lr: 0.01000, eta: 1 day, 12:25:15, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5719, loss_cls: 3.2063, loss: 3.2063 2020-06-17 09:19:10,371 - mmaction - INFO - Epoch [29][2300/3134] lr: 0.01000, eta: 1 day, 12:25:04, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3312, top5_acc: 0.6031, loss_cls: 2.9386, loss: 2.9386 2020-06-17 09:19:21,940 - mmaction - INFO - Epoch [29][2320/3134] lr: 0.01000, eta: 1 day, 12:24:51, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6000, loss_cls: 2.8990, loss: 2.8990 2020-06-17 09:19:33,577 - mmaction - INFO - Epoch [29][2340/3134] lr: 0.01000, eta: 1 day, 12:24:39, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3219, top5_acc: 0.6281, loss_cls: 3.0031, loss: 3.0031 2020-06-17 09:19:45,166 - mmaction - INFO - Epoch [29][2360/3134] lr: 0.01000, eta: 1 day, 12:24:27, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6219, loss_cls: 2.9406, loss: 2.9406 2020-06-17 09:19:56,944 - mmaction - INFO - Epoch [29][2380/3134] lr: 0.01000, eta: 1 day, 12:24:16, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.3312, top5_acc: 0.6000, loss_cls: 2.9413, loss: 2.9413 2020-06-17 09:20:08,507 - mmaction - INFO - Epoch [29][2400/3134] lr: 0.01000, eta: 1 day, 12:24:03, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.2656, top5_acc: 0.5188, loss_cls: 3.3650, loss: 3.3650 2020-06-17 09:20:20,118 - mmaction - INFO - Epoch [29][2420/3134] lr: 0.01000, eta: 1 day, 12:23:51, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6094, loss_cls: 3.0901, loss: 3.0901 2020-06-17 09:20:31,642 - mmaction - INFO - Epoch [29][2440/3134] lr: 0.01000, eta: 1 day, 12:23:39, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5375, loss_cls: 3.1946, loss: 3.1946 2020-06-17 09:20:43,252 - mmaction - INFO - Epoch [29][2460/3134] lr: 0.01000, eta: 1 day, 12:23:27, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4000, top5_acc: 0.5969, loss_cls: 3.0212, loss: 3.0212 2020-06-17 09:20:54,876 - mmaction - INFO - Epoch [29][2480/3134] lr: 0.01000, eta: 1 day, 12:23:15, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6281, loss_cls: 3.0687, loss: 3.0687 2020-06-17 09:21:06,485 - mmaction - INFO - Epoch [29][2500/3134] lr: 0.01000, eta: 1 day, 12:23:03, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6250, loss_cls: 2.9061, loss: 2.9061 2020-06-17 09:21:18,093 - mmaction - INFO - Epoch [29][2520/3134] lr: 0.01000, eta: 1 day, 12:22:51, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6375, loss_cls: 2.8306, loss: 2.8306 2020-06-17 09:21:29,722 - mmaction - INFO - Epoch [29][2540/3134] lr: 0.01000, eta: 1 day, 12:22:39, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6125, loss_cls: 3.0203, loss: 3.0203 2020-06-17 09:21:41,257 - mmaction - INFO - Epoch [29][2560/3134] lr: 0.01000, eta: 1 day, 12:22:27, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5813, loss_cls: 3.0448, loss: 3.0448 2020-06-17 09:21:52,948 - mmaction - INFO - Epoch [29][2580/3134] lr: 0.01000, eta: 1 day, 12:22:15, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5781, loss_cls: 3.0747, loss: 3.0747 2020-06-17 09:22:04,578 - mmaction - INFO - Epoch [29][2600/3134] lr: 0.01000, eta: 1 day, 12:22:03, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5469, loss_cls: 3.1924, loss: 3.1924 2020-06-17 09:22:16,273 - mmaction - INFO - Epoch [29][2620/3134] lr: 0.01000, eta: 1 day, 12:21:51, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5750, loss_cls: 3.0950, loss: 3.0950 2020-06-17 09:22:27,886 - mmaction - INFO - Epoch [29][2640/3134] lr: 0.01000, eta: 1 day, 12:21:39, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5750, loss_cls: 3.2282, loss: 3.2282 2020-06-17 09:22:39,549 - mmaction - INFO - Epoch [29][2660/3134] lr: 0.01000, eta: 1 day, 12:21:27, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6312, loss_cls: 2.8448, loss: 2.8448 2020-06-17 09:22:51,213 - mmaction - INFO - Epoch [29][2680/3134] lr: 0.01000, eta: 1 day, 12:21:15, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5563, loss_cls: 3.1331, loss: 3.1331 2020-06-17 09:23:02,857 - mmaction - INFO - Epoch [29][2700/3134] lr: 0.01000, eta: 1 day, 12:21:03, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5563, loss_cls: 3.2012, loss: 3.2012 2020-06-17 09:23:14,589 - mmaction - INFO - Epoch [29][2720/3134] lr: 0.01000, eta: 1 day, 12:20:51, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6125, loss_cls: 2.9443, loss: 2.9443 2020-06-17 09:23:26,154 - mmaction - INFO - Epoch [29][2740/3134] lr: 0.01000, eta: 1 day, 12:20:39, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5750, loss_cls: 3.1119, loss: 3.1119 2020-06-17 09:23:37,782 - mmaction - INFO - Epoch [29][2760/3134] lr: 0.01000, eta: 1 day, 12:20:27, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6438, loss_cls: 2.8462, loss: 2.8462 2020-06-17 09:23:49,395 - mmaction - INFO - Epoch [29][2780/3134] lr: 0.01000, eta: 1 day, 12:20:15, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6094, loss_cls: 2.9970, loss: 2.9970 2020-06-17 09:24:01,016 - mmaction - INFO - Epoch [29][2800/3134] lr: 0.01000, eta: 1 day, 12:20:03, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5938, loss_cls: 2.9889, loss: 2.9889 2020-06-17 09:24:12,625 - mmaction - INFO - Epoch [29][2820/3134] lr: 0.01000, eta: 1 day, 12:19:51, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4000, top5_acc: 0.6156, loss_cls: 2.8052, loss: 2.8052 2020-06-17 09:24:24,188 - mmaction - INFO - Epoch [29][2840/3134] lr: 0.01000, eta: 1 day, 12:19:39, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5844, loss_cls: 3.0387, loss: 3.0387 2020-06-17 09:24:35,788 - mmaction - INFO - Epoch [29][2860/3134] lr: 0.01000, eta: 1 day, 12:19:27, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6125, loss_cls: 2.9241, loss: 2.9241 2020-06-17 09:24:47,398 - mmaction - INFO - Epoch [29][2880/3134] lr: 0.01000, eta: 1 day, 12:19:15, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5625, loss_cls: 3.2188, loss: 3.2188 2020-06-17 09:24:59,046 - mmaction - INFO - Epoch [29][2900/3134] lr: 0.01000, eta: 1 day, 12:19:03, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5625, loss_cls: 3.1932, loss: 3.1932 2020-06-17 09:25:10,667 - mmaction - INFO - Epoch [29][2920/3134] lr: 0.01000, eta: 1 day, 12:18:51, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5656, loss_cls: 3.1401, loss: 3.1401 2020-06-17 09:25:22,331 - mmaction - INFO - Epoch [29][2940/3134] lr: 0.01000, eta: 1 day, 12:18:39, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3125, top5_acc: 0.6000, loss_cls: 3.0563, loss: 3.0563 2020-06-17 09:25:33,946 - mmaction - INFO - Epoch [29][2960/3134] lr: 0.01000, eta: 1 day, 12:18:27, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3281, top5_acc: 0.6438, loss_cls: 2.9192, loss: 2.9192 2020-06-17 09:25:45,586 - mmaction - INFO - Epoch [29][2980/3134] lr: 0.01000, eta: 1 day, 12:18:15, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6062, loss_cls: 3.0224, loss: 3.0224 2020-06-17 09:25:57,235 - mmaction - INFO - Epoch [29][3000/3134] lr: 0.01000, eta: 1 day, 12:18:03, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6094, loss_cls: 2.9089, loss: 2.9089 2020-06-17 09:26:08,838 - mmaction - INFO - Epoch [29][3020/3134] lr: 0.01000, eta: 1 day, 12:17:51, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6344, loss_cls: 2.8934, loss: 2.8934 2020-06-17 09:26:20,492 - mmaction - INFO - Epoch [29][3040/3134] lr: 0.01000, eta: 1 day, 12:17:39, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6062, loss_cls: 2.9411, loss: 2.9411 2020-06-17 09:26:32,093 - mmaction - INFO - Epoch [29][3060/3134] lr: 0.01000, eta: 1 day, 12:17:27, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5750, loss_cls: 3.0830, loss: 3.0830 2020-06-17 09:26:43,634 - mmaction - INFO - Epoch [29][3080/3134] lr: 0.01000, eta: 1 day, 12:17:14, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6094, loss_cls: 2.9746, loss: 2.9746 2020-06-17 09:26:55,319 - mmaction - INFO - Epoch [29][3100/3134] lr: 0.01000, eta: 1 day, 12:17:02, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3031, top5_acc: 0.6000, loss_cls: 3.0982, loss: 3.0982 2020-06-17 09:27:06,932 - mmaction - INFO - Epoch [29][3120/3134] lr: 0.01000, eta: 1 day, 12:16:50, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6062, loss_cls: 3.1162, loss: 3.1162 2020-06-17 09:27:46,078 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-17 09:27:47,334 - mmaction - INFO - top1_acc 0.2381 top5_acc 0.4844 2020-06-17 09:27:47,350 - mmaction - INFO - Epoch [29][3134/3134] lr: 0.01000, top1_acc: 0.2381, top5_acc: 0.4844 2020-06-17 09:28:02,728 - mmaction - INFO - Epoch [30][20/3134] lr: 0.01000, eta: 1 day, 12:16:19, time: 0.768, data_time: 0.193, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5594, loss_cls: 3.0854, loss: 3.0854 2020-06-17 09:28:14,340 - mmaction - INFO - Epoch [30][40/3134] lr: 0.01000, eta: 1 day, 12:16:07, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3844, top5_acc: 0.6438, loss_cls: 2.8293, loss: 2.8293 2020-06-17 09:28:25,980 - mmaction - INFO - Epoch [30][60/3134] lr: 0.01000, eta: 1 day, 12:15:55, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6094, loss_cls: 2.8737, loss: 2.8737 2020-06-17 09:28:37,601 - mmaction - INFO - Epoch [30][80/3134] lr: 0.01000, eta: 1 day, 12:15:43, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3625, top5_acc: 0.5938, loss_cls: 2.9610, loss: 2.9610 2020-06-17 09:28:49,250 - mmaction - INFO - Epoch [30][100/3134] lr: 0.01000, eta: 1 day, 12:15:31, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6406, loss_cls: 2.8362, loss: 2.8362 2020-06-17 09:29:00,919 - mmaction - INFO - Epoch [30][120/3134] lr: 0.01000, eta: 1 day, 12:15:19, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5781, loss_cls: 2.9403, loss: 2.9403 2020-06-17 09:29:12,524 - mmaction - INFO - Epoch [30][140/3134] lr: 0.01000, eta: 1 day, 12:15:07, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3937, top5_acc: 0.6188, loss_cls: 2.8776, loss: 2.8776 2020-06-17 09:29:24,178 - mmaction - INFO - Epoch [30][160/3134] lr: 0.01000, eta: 1 day, 12:14:55, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5781, loss_cls: 3.1172, loss: 3.1172 2020-06-17 09:29:35,768 - mmaction - INFO - Epoch [30][180/3134] lr: 0.01000, eta: 1 day, 12:14:43, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5938, loss_cls: 2.9604, loss: 2.9604 2020-06-17 09:29:47,384 - mmaction - INFO - Epoch [30][200/3134] lr: 0.01000, eta: 1 day, 12:14:31, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5312, loss_cls: 3.2708, loss: 3.2708 2020-06-17 09:29:58,943 - mmaction - INFO - Epoch [30][220/3134] lr: 0.01000, eta: 1 day, 12:14:19, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6094, loss_cls: 2.9937, loss: 2.9937 2020-06-17 09:30:10,634 - mmaction - INFO - Epoch [30][240/3134] lr: 0.01000, eta: 1 day, 12:14:07, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4062, top5_acc: 0.6281, loss_cls: 2.9625, loss: 2.9625 2020-06-17 09:30:22,142 - mmaction - INFO - Epoch [30][260/3134] lr: 0.01000, eta: 1 day, 12:13:55, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6000, loss_cls: 2.9129, loss: 2.9129 2020-06-17 09:30:33,791 - mmaction - INFO - Epoch [30][280/3134] lr: 0.01000, eta: 1 day, 12:13:43, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6219, loss_cls: 2.9804, loss: 2.9804 2020-06-17 09:30:45,423 - mmaction - INFO - Epoch [30][300/3134] lr: 0.01000, eta: 1 day, 12:13:31, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6562, loss_cls: 2.8450, loss: 2.8450 2020-06-17 09:30:57,037 - mmaction - INFO - Epoch [30][320/3134] lr: 0.01000, eta: 1 day, 12:13:19, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6094, loss_cls: 3.0158, loss: 3.0158 2020-06-17 09:31:08,683 - mmaction - INFO - Epoch [30][340/3134] lr: 0.01000, eta: 1 day, 12:13:07, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5906, loss_cls: 3.0805, loss: 3.0805 2020-06-17 09:31:20,360 - mmaction - INFO - Epoch [30][360/3134] lr: 0.01000, eta: 1 day, 12:12:55, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5938, loss_cls: 3.0346, loss: 3.0346 2020-06-17 09:31:31,937 - mmaction - INFO - Epoch [30][380/3134] lr: 0.01000, eta: 1 day, 12:12:43, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6125, loss_cls: 3.0023, loss: 3.0023 2020-06-17 09:31:43,628 - mmaction - INFO - Epoch [30][400/3134] lr: 0.01000, eta: 1 day, 12:12:31, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5375, loss_cls: 3.2819, loss: 3.2819 2020-06-17 09:31:55,262 - mmaction - INFO - Epoch [30][420/3134] lr: 0.01000, eta: 1 day, 12:12:19, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6312, loss_cls: 2.9796, loss: 2.9796 2020-06-17 09:32:06,898 - mmaction - INFO - Epoch [30][440/3134] lr: 0.01000, eta: 1 day, 12:12:07, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3344, top5_acc: 0.6156, loss_cls: 3.1224, loss: 3.1224 2020-06-17 09:32:18,622 - mmaction - INFO - Epoch [30][460/3134] lr: 0.01000, eta: 1 day, 12:11:55, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6156, loss_cls: 2.9326, loss: 2.9326 2020-06-17 09:32:30,266 - mmaction - INFO - Epoch [30][480/3134] lr: 0.01000, eta: 1 day, 12:11:43, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6219, loss_cls: 2.8235, loss: 2.8235 2020-06-17 09:32:41,905 - mmaction - INFO - Epoch [30][500/3134] lr: 0.01000, eta: 1 day, 12:11:31, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3969, top5_acc: 0.6312, loss_cls: 2.7987, loss: 2.7987 2020-06-17 09:32:53,521 - mmaction - INFO - Epoch [30][520/3134] lr: 0.01000, eta: 1 day, 12:11:19, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6156, loss_cls: 2.9893, loss: 2.9893 2020-06-17 09:33:05,175 - mmaction - INFO - Epoch [30][540/3134] lr: 0.01000, eta: 1 day, 12:11:07, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3281, top5_acc: 0.6000, loss_cls: 3.0217, loss: 3.0217 2020-06-17 09:33:16,771 - mmaction - INFO - Epoch [30][560/3134] lr: 0.01000, eta: 1 day, 12:10:55, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6531, loss_cls: 2.8287, loss: 2.8287 2020-06-17 09:33:28,351 - mmaction - INFO - Epoch [30][580/3134] lr: 0.01000, eta: 1 day, 12:10:43, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5625, loss_cls: 3.1130, loss: 3.1130 2020-06-17 09:33:40,017 - mmaction - INFO - Epoch [30][600/3134] lr: 0.01000, eta: 1 day, 12:10:31, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5813, loss_cls: 3.0636, loss: 3.0636 2020-06-17 09:33:51,620 - mmaction - INFO - Epoch [30][620/3134] lr: 0.01000, eta: 1 day, 12:10:19, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6000, loss_cls: 2.9233, loss: 2.9233 2020-06-17 09:34:03,184 - mmaction - INFO - Epoch [30][640/3134] lr: 0.01000, eta: 1 day, 12:10:07, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5750, loss_cls: 3.0172, loss: 3.0172 2020-06-17 09:34:14,814 - mmaction - INFO - Epoch [30][660/3134] lr: 0.01000, eta: 1 day, 12:09:55, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5875, loss_cls: 3.0780, loss: 3.0780 2020-06-17 09:34:26,558 - mmaction - INFO - Epoch [30][680/3134] lr: 0.01000, eta: 1 day, 12:09:43, time: 0.588, data_time: 0.002, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6094, loss_cls: 2.9659, loss: 2.9659 2020-06-17 09:34:38,188 - mmaction - INFO - Epoch [30][700/3134] lr: 0.01000, eta: 1 day, 12:09:31, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6594, loss_cls: 2.7856, loss: 2.7856 2020-06-17 09:34:49,831 - mmaction - INFO - Epoch [30][720/3134] lr: 0.01000, eta: 1 day, 12:09:19, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5875, loss_cls: 3.1865, loss: 3.1865 2020-06-17 09:35:01,481 - mmaction - INFO - Epoch [30][740/3134] lr: 0.01000, eta: 1 day, 12:09:07, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3812, top5_acc: 0.6219, loss_cls: 2.9303, loss: 2.9303 2020-06-17 09:35:13,188 - mmaction - INFO - Epoch [30][760/3134] lr: 0.01000, eta: 1 day, 12:08:56, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6156, loss_cls: 2.9697, loss: 2.9697 2020-06-17 09:35:24,863 - mmaction - INFO - Epoch [30][780/3134] lr: 0.01000, eta: 1 day, 12:08:44, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5969, loss_cls: 3.0678, loss: 3.0678 2020-06-17 09:35:36,389 - mmaction - INFO - Epoch [30][800/3134] lr: 0.01000, eta: 1 day, 12:08:32, time: 0.576, data_time: 0.000, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5781, loss_cls: 3.1181, loss: 3.1181 2020-06-17 09:35:48,042 - mmaction - INFO - Epoch [30][820/3134] lr: 0.01000, eta: 1 day, 12:08:20, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5875, loss_cls: 3.1536, loss: 3.1536 2020-06-17 09:35:59,632 - mmaction - INFO - Epoch [30][840/3134] lr: 0.01000, eta: 1 day, 12:08:07, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6156, loss_cls: 2.8955, loss: 2.8955 2020-06-17 09:36:11,244 - mmaction - INFO - Epoch [30][860/3134] lr: 0.01000, eta: 1 day, 12:07:55, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5469, loss_cls: 3.2531, loss: 3.2531 2020-06-17 09:36:22,850 - mmaction - INFO - Epoch [30][880/3134] lr: 0.01000, eta: 1 day, 12:07:43, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5719, loss_cls: 3.2073, loss: 3.2073 2020-06-17 09:36:34,481 - mmaction - INFO - Epoch [30][900/3134] lr: 0.01000, eta: 1 day, 12:07:31, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5469, loss_cls: 3.1768, loss: 3.1768 2020-06-17 09:36:46,119 - mmaction - INFO - Epoch [30][920/3134] lr: 0.01000, eta: 1 day, 12:07:19, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.6031, loss_cls: 2.9955, loss: 2.9955 2020-06-17 09:36:57,704 - mmaction - INFO - Epoch [30][940/3134] lr: 0.01000, eta: 1 day, 12:07:07, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6062, loss_cls: 2.9750, loss: 2.9750 2020-06-17 09:37:09,363 - mmaction - INFO - Epoch [30][960/3134] lr: 0.01000, eta: 1 day, 12:06:55, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6156, loss_cls: 2.9782, loss: 2.9782 2020-06-17 09:37:20,988 - mmaction - INFO - Epoch [30][980/3134] lr: 0.01000, eta: 1 day, 12:06:43, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6094, loss_cls: 3.0492, loss: 3.0492 2020-06-17 09:37:32,556 - mmaction - INFO - Epoch [30][1000/3134] lr: 0.01000, eta: 1 day, 12:06:31, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5875, loss_cls: 3.0351, loss: 3.0351 2020-06-17 09:37:44,245 - mmaction - INFO - Epoch [30][1020/3134] lr: 0.01000, eta: 1 day, 12:06:19, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5969, loss_cls: 3.1196, loss: 3.1196 2020-06-17 09:37:55,951 - mmaction - INFO - Epoch [30][1040/3134] lr: 0.01000, eta: 1 day, 12:06:08, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5844, loss_cls: 3.1330, loss: 3.1330 2020-06-17 09:38:07,567 - mmaction - INFO - Epoch [30][1060/3134] lr: 0.01000, eta: 1 day, 12:05:56, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5906, loss_cls: 2.9270, loss: 2.9270 2020-06-17 09:38:19,240 - mmaction - INFO - Epoch [30][1080/3134] lr: 0.01000, eta: 1 day, 12:05:44, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3125, top5_acc: 0.6000, loss_cls: 3.0448, loss: 3.0448 2020-06-17 09:38:30,869 - mmaction - INFO - Epoch [30][1100/3134] lr: 0.01000, eta: 1 day, 12:05:32, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4062, top5_acc: 0.6219, loss_cls: 2.7658, loss: 2.7658 2020-06-17 09:38:42,439 - mmaction - INFO - Epoch [30][1120/3134] lr: 0.01000, eta: 1 day, 12:05:19, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5625, loss_cls: 3.1256, loss: 3.1256 2020-06-17 09:38:54,046 - mmaction - INFO - Epoch [30][1140/3134] lr: 0.01000, eta: 1 day, 12:05:07, time: 0.579, data_time: 0.004, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6406, loss_cls: 2.7232, loss: 2.7232 2020-06-17 09:39:05,578 - mmaction - INFO - Epoch [30][1160/3134] lr: 0.01000, eta: 1 day, 12:04:55, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5750, loss_cls: 3.1474, loss: 3.1474 2020-06-17 09:39:17,205 - mmaction - INFO - Epoch [30][1180/3134] lr: 0.01000, eta: 1 day, 12:04:43, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6188, loss_cls: 3.0276, loss: 3.0276 2020-06-17 09:39:28,833 - mmaction - INFO - Epoch [30][1200/3134] lr: 0.01000, eta: 1 day, 12:04:31, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6062, loss_cls: 2.8940, loss: 2.8940 2020-06-17 09:39:40,473 - mmaction - INFO - Epoch [30][1220/3134] lr: 0.01000, eta: 1 day, 12:04:19, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5500, loss_cls: 3.1989, loss: 3.1989 2020-06-17 09:39:52,019 - mmaction - INFO - Epoch [30][1240/3134] lr: 0.01000, eta: 1 day, 12:04:07, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.3875, top5_acc: 0.5969, loss_cls: 2.9412, loss: 2.9412 2020-06-17 09:40:03,702 - mmaction - INFO - Epoch [30][1260/3134] lr: 0.01000, eta: 1 day, 12:03:55, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6219, loss_cls: 2.9529, loss: 2.9529 2020-06-17 09:40:15,267 - mmaction - INFO - Epoch [30][1280/3134] lr: 0.01000, eta: 1 day, 12:03:43, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6500, loss_cls: 2.9361, loss: 2.9361 2020-06-17 09:40:26,787 - mmaction - INFO - Epoch [30][1300/3134] lr: 0.01000, eta: 1 day, 12:03:31, time: 0.576, data_time: 0.000, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5969, loss_cls: 3.0227, loss: 3.0227 2020-06-17 09:40:38,452 - mmaction - INFO - Epoch [30][1320/3134] lr: 0.01000, eta: 1 day, 12:03:19, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6344, loss_cls: 2.8971, loss: 2.8971 2020-06-17 09:40:50,106 - mmaction - INFO - Epoch [30][1340/3134] lr: 0.01000, eta: 1 day, 12:03:07, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6375, loss_cls: 2.9042, loss: 2.9042 2020-06-17 09:41:01,739 - mmaction - INFO - Epoch [30][1360/3134] lr: 0.01000, eta: 1 day, 12:02:55, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5875, loss_cls: 3.1002, loss: 3.1002 2020-06-17 09:41:13,376 - mmaction - INFO - Epoch [30][1380/3134] lr: 0.01000, eta: 1 day, 12:02:43, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6188, loss_cls: 2.9514, loss: 2.9514 2020-06-17 09:41:24,995 - mmaction - INFO - Epoch [30][1400/3134] lr: 0.01000, eta: 1 day, 12:02:31, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4062, top5_acc: 0.6312, loss_cls: 2.8548, loss: 2.8548 2020-06-17 09:41:36,619 - mmaction - INFO - Epoch [30][1420/3134] lr: 0.01000, eta: 1 day, 12:02:19, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5938, loss_cls: 3.0251, loss: 3.0251 2020-06-17 09:41:48,271 - mmaction - INFO - Epoch [30][1440/3134] lr: 0.01000, eta: 1 day, 12:02:07, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6188, loss_cls: 2.8897, loss: 2.8897 2020-06-17 09:41:59,835 - mmaction - INFO - Epoch [30][1460/3134] lr: 0.01000, eta: 1 day, 12:01:55, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6312, loss_cls: 2.8032, loss: 2.8032 2020-06-17 09:42:11,443 - mmaction - INFO - Epoch [30][1480/3134] lr: 0.01000, eta: 1 day, 12:01:43, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5594, loss_cls: 3.1621, loss: 3.1621 2020-06-17 09:42:22,972 - mmaction - INFO - Epoch [30][1500/3134] lr: 0.01000, eta: 1 day, 12:01:31, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6281, loss_cls: 2.9752, loss: 2.9752 2020-06-17 09:42:34,544 - mmaction - INFO - Epoch [30][1520/3134] lr: 0.01000, eta: 1 day, 12:01:19, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6156, loss_cls: 2.9896, loss: 2.9896 2020-06-17 09:42:46,102 - mmaction - INFO - Epoch [30][1540/3134] lr: 0.01000, eta: 1 day, 12:01:06, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5500, loss_cls: 3.1278, loss: 3.1278 2020-06-17 09:42:57,660 - mmaction - INFO - Epoch [30][1560/3134] lr: 0.01000, eta: 1 day, 12:00:54, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6438, loss_cls: 2.8550, loss: 2.8550 2020-06-17 09:43:09,283 - mmaction - INFO - Epoch [30][1580/3134] lr: 0.01000, eta: 1 day, 12:00:42, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6094, loss_cls: 2.9428, loss: 2.9428 2020-06-17 09:43:20,913 - mmaction - INFO - Epoch [30][1600/3134] lr: 0.01000, eta: 1 day, 12:00:30, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6156, loss_cls: 3.0445, loss: 3.0445 2020-06-17 09:43:32,459 - mmaction - INFO - Epoch [30][1620/3134] lr: 0.01000, eta: 1 day, 12:00:18, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3844, top5_acc: 0.6250, loss_cls: 2.8674, loss: 2.8674 2020-06-17 09:43:44,133 - mmaction - INFO - Epoch [30][1640/3134] lr: 0.01000, eta: 1 day, 12:00:06, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6125, loss_cls: 2.9587, loss: 2.9587 2020-06-17 09:43:55,765 - mmaction - INFO - Epoch [30][1660/3134] lr: 0.01000, eta: 1 day, 11:59:54, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.2750, top5_acc: 0.5687, loss_cls: 3.2477, loss: 3.2477 2020-06-17 09:44:07,301 - mmaction - INFO - Epoch [30][1680/3134] lr: 0.01000, eta: 1 day, 11:59:42, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5625, loss_cls: 3.2299, loss: 3.2299 2020-06-17 09:44:18,916 - mmaction - INFO - Epoch [30][1700/3134] lr: 0.01000, eta: 1 day, 11:59:30, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5875, loss_cls: 3.0064, loss: 3.0064 2020-06-17 09:44:30,516 - mmaction - INFO - Epoch [30][1720/3134] lr: 0.01000, eta: 1 day, 11:59:18, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3250, top5_acc: 0.6125, loss_cls: 3.0296, loss: 3.0296 2020-06-17 09:44:42,130 - mmaction - INFO - Epoch [30][1740/3134] lr: 0.01000, eta: 1 day, 11:59:06, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5969, loss_cls: 3.0244, loss: 3.0244 2020-06-17 09:44:53,759 - mmaction - INFO - Epoch [30][1760/3134] lr: 0.01000, eta: 1 day, 11:58:54, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6469, loss_cls: 2.7671, loss: 2.7671 2020-06-17 09:45:05,446 - mmaction - INFO - Epoch [30][1780/3134] lr: 0.01000, eta: 1 day, 11:58:42, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6125, loss_cls: 2.9096, loss: 2.9096 2020-06-17 09:45:16,998 - mmaction - INFO - Epoch [30][1800/3134] lr: 0.01000, eta: 1 day, 11:58:30, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5656, loss_cls: 3.0196, loss: 3.0196 2020-06-17 09:45:28,612 - mmaction - INFO - Epoch [30][1820/3134] lr: 0.01000, eta: 1 day, 11:58:18, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5750, loss_cls: 3.1562, loss: 3.1562 2020-06-17 09:45:40,255 - mmaction - INFO - Epoch [30][1840/3134] lr: 0.01000, eta: 1 day, 11:58:06, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6000, loss_cls: 2.9471, loss: 2.9471 2020-06-17 09:45:51,870 - mmaction - INFO - Epoch [30][1860/3134] lr: 0.01000, eta: 1 day, 11:57:54, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5531, loss_cls: 3.1574, loss: 3.1574 2020-06-17 09:46:03,555 - mmaction - INFO - Epoch [30][1880/3134] lr: 0.01000, eta: 1 day, 11:57:42, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6281, loss_cls: 2.8446, loss: 2.8446 2020-06-17 09:46:15,132 - mmaction - INFO - Epoch [30][1900/3134] lr: 0.01000, eta: 1 day, 11:57:30, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5500, loss_cls: 3.2109, loss: 3.2109 2020-06-17 09:46:26,702 - mmaction - INFO - Epoch [30][1920/3134] lr: 0.01000, eta: 1 day, 11:57:18, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5750, loss_cls: 3.0897, loss: 3.0897 2020-06-17 09:46:38,253 - mmaction - INFO - Epoch [30][1940/3134] lr: 0.01000, eta: 1 day, 11:57:05, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5906, loss_cls: 2.9970, loss: 2.9970 2020-06-17 09:46:49,928 - mmaction - INFO - Epoch [30][1960/3134] lr: 0.01000, eta: 1 day, 11:56:54, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5719, loss_cls: 3.1176, loss: 3.1176 2020-06-17 09:47:01,585 - mmaction - INFO - Epoch [30][1980/3134] lr: 0.01000, eta: 1 day, 11:56:42, time: 0.583, data_time: 0.000, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6531, loss_cls: 2.7777, loss: 2.7777 2020-06-17 09:47:13,109 - mmaction - INFO - Epoch [30][2000/3134] lr: 0.01000, eta: 1 day, 11:56:29, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.3312, top5_acc: 0.6156, loss_cls: 3.0236, loss: 3.0236 2020-06-17 09:47:24,676 - mmaction - INFO - Epoch [30][2020/3134] lr: 0.01000, eta: 1 day, 11:56:17, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5594, loss_cls: 3.2331, loss: 3.2331 2020-06-17 09:47:36,372 - mmaction - INFO - Epoch [30][2040/3134] lr: 0.01000, eta: 1 day, 11:56:05, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6125, loss_cls: 2.9256, loss: 2.9256 2020-06-17 09:47:47,981 - mmaction - INFO - Epoch [30][2060/3134] lr: 0.01000, eta: 1 day, 11:55:53, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5687, loss_cls: 3.1791, loss: 3.1791 2020-06-17 09:47:59,573 - mmaction - INFO - Epoch [30][2080/3134] lr: 0.01000, eta: 1 day, 11:55:41, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5844, loss_cls: 3.0902, loss: 3.0902 2020-06-17 09:48:11,249 - mmaction - INFO - Epoch [30][2100/3134] lr: 0.01000, eta: 1 day, 11:55:29, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6156, loss_cls: 3.0553, loss: 3.0553 2020-06-17 09:48:22,849 - mmaction - INFO - Epoch [30][2120/3134] lr: 0.01000, eta: 1 day, 11:55:17, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5969, loss_cls: 2.9710, loss: 2.9710 2020-06-17 09:48:34,374 - mmaction - INFO - Epoch [30][2140/3134] lr: 0.01000, eta: 1 day, 11:55:05, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.3344, top5_acc: 0.6281, loss_cls: 3.0129, loss: 3.0129 2020-06-17 09:48:45,989 - mmaction - INFO - Epoch [30][2160/3134] lr: 0.01000, eta: 1 day, 11:54:53, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6156, loss_cls: 3.0710, loss: 3.0710 2020-06-17 09:48:57,681 - mmaction - INFO - Epoch [30][2180/3134] lr: 0.01000, eta: 1 day, 11:54:41, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5437, loss_cls: 3.2369, loss: 3.2369 2020-06-17 09:49:09,313 - mmaction - INFO - Epoch [30][2200/3134] lr: 0.01000, eta: 1 day, 11:54:29, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3594, top5_acc: 0.5969, loss_cls: 3.0543, loss: 3.0543 2020-06-17 09:49:20,961 - mmaction - INFO - Epoch [30][2220/3134] lr: 0.01000, eta: 1 day, 11:54:17, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6125, loss_cls: 2.9788, loss: 2.9788 2020-06-17 09:49:32,484 - mmaction - INFO - Epoch [30][2240/3134] lr: 0.01000, eta: 1 day, 11:54:05, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5969, loss_cls: 3.0457, loss: 3.0457 2020-06-17 09:49:44,131 - mmaction - INFO - Epoch [30][2260/3134] lr: 0.01000, eta: 1 day, 11:53:53, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3219, top5_acc: 0.6031, loss_cls: 3.0463, loss: 3.0463 2020-06-17 09:49:55,789 - mmaction - INFO - Epoch [30][2280/3134] lr: 0.01000, eta: 1 day, 11:53:41, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6094, loss_cls: 2.9739, loss: 2.9739 2020-06-17 09:50:07,471 - mmaction - INFO - Epoch [30][2300/3134] lr: 0.01000, eta: 1 day, 11:53:29, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5594, loss_cls: 3.0945, loss: 3.0945 2020-06-17 09:50:19,049 - mmaction - INFO - Epoch [30][2320/3134] lr: 0.01000, eta: 1 day, 11:53:17, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5844, loss_cls: 3.1016, loss: 3.1016 2020-06-17 09:50:30,697 - mmaction - INFO - Epoch [30][2340/3134] lr: 0.01000, eta: 1 day, 11:53:05, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3312, top5_acc: 0.6188, loss_cls: 3.0225, loss: 3.0225 2020-06-17 09:50:42,290 - mmaction - INFO - Epoch [30][2360/3134] lr: 0.01000, eta: 1 day, 11:52:53, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5719, loss_cls: 3.0218, loss: 3.0218 2020-06-17 09:50:53,856 - mmaction - INFO - Epoch [30][2380/3134] lr: 0.01000, eta: 1 day, 11:52:41, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5938, loss_cls: 3.0305, loss: 3.0305 2020-06-17 09:51:05,499 - mmaction - INFO - Epoch [30][2400/3134] lr: 0.01000, eta: 1 day, 11:52:29, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3969, top5_acc: 0.6594, loss_cls: 2.8561, loss: 2.8561 2020-06-17 09:51:17,109 - mmaction - INFO - Epoch [30][2420/3134] lr: 0.01000, eta: 1 day, 11:52:17, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5563, loss_cls: 3.1265, loss: 3.1265 2020-06-17 09:51:28,709 - mmaction - INFO - Epoch [30][2440/3134] lr: 0.01000, eta: 1 day, 11:52:05, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6312, loss_cls: 2.9322, loss: 2.9322 2020-06-17 09:51:40,370 - mmaction - INFO - Epoch [30][2460/3134] lr: 0.01000, eta: 1 day, 11:51:53, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6125, loss_cls: 2.9200, loss: 2.9200 2020-06-17 09:51:51,998 - mmaction - INFO - Epoch [30][2480/3134] lr: 0.01000, eta: 1 day, 11:51:41, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6094, loss_cls: 2.8688, loss: 2.8688 2020-06-17 09:52:03,554 - mmaction - INFO - Epoch [30][2500/3134] lr: 0.01000, eta: 1 day, 11:51:29, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6500, loss_cls: 2.7785, loss: 2.7785 2020-06-17 09:52:15,148 - mmaction - INFO - Epoch [30][2520/3134] lr: 0.01000, eta: 1 day, 11:51:17, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.6156, loss_cls: 3.0250, loss: 3.0250 2020-06-17 09:52:26,807 - mmaction - INFO - Epoch [30][2540/3134] lr: 0.01000, eta: 1 day, 11:51:05, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3812, top5_acc: 0.6375, loss_cls: 2.8546, loss: 2.8546 2020-06-17 09:52:38,444 - mmaction - INFO - Epoch [30][2560/3134] lr: 0.01000, eta: 1 day, 11:50:53, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5813, loss_cls: 3.0721, loss: 3.0721 2020-06-17 09:52:50,008 - mmaction - INFO - Epoch [30][2580/3134] lr: 0.01000, eta: 1 day, 11:50:41, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6094, loss_cls: 2.9849, loss: 2.9849 2020-06-17 09:53:01,622 - mmaction - INFO - Epoch [30][2600/3134] lr: 0.01000, eta: 1 day, 11:50:29, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5938, loss_cls: 3.0340, loss: 3.0340 2020-06-17 09:53:13,318 - mmaction - INFO - Epoch [30][2620/3134] lr: 0.01000, eta: 1 day, 11:50:17, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5813, loss_cls: 3.0979, loss: 3.0979 2020-06-17 09:53:24,931 - mmaction - INFO - Epoch [30][2640/3134] lr: 0.01000, eta: 1 day, 11:50:05, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6219, loss_cls: 2.9125, loss: 2.9125 2020-06-17 09:53:36,687 - mmaction - INFO - Epoch [30][2660/3134] lr: 0.01000, eta: 1 day, 11:49:53, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6000, loss_cls: 3.0379, loss: 3.0379 2020-06-17 09:53:48,279 - mmaction - INFO - Epoch [30][2680/3134] lr: 0.01000, eta: 1 day, 11:49:41, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3187, top5_acc: 0.6219, loss_cls: 2.9823, loss: 2.9823 2020-06-17 09:53:59,852 - mmaction - INFO - Epoch [30][2700/3134] lr: 0.01000, eta: 1 day, 11:49:29, time: 0.577, data_time: 0.000, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6594, loss_cls: 2.8081, loss: 2.8081 2020-06-17 09:54:11,439 - mmaction - INFO - Epoch [30][2720/3134] lr: 0.01000, eta: 1 day, 11:49:17, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6000, loss_cls: 3.0588, loss: 3.0588 2020-06-17 09:54:23,059 - mmaction - INFO - Epoch [30][2740/3134] lr: 0.01000, eta: 1 day, 11:49:05, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6188, loss_cls: 2.8609, loss: 2.8609 2020-06-17 09:54:34,629 - mmaction - INFO - Epoch [30][2760/3134] lr: 0.01000, eta: 1 day, 11:48:53, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6469, loss_cls: 2.7303, loss: 2.7303 2020-06-17 09:54:46,257 - mmaction - INFO - Epoch [30][2780/3134] lr: 0.01000, eta: 1 day, 11:48:41, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5500, loss_cls: 3.2396, loss: 3.2396 2020-06-17 09:54:57,860 - mmaction - INFO - Epoch [30][2800/3134] lr: 0.01000, eta: 1 day, 11:48:29, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6562, loss_cls: 2.8281, loss: 2.8281 2020-06-17 09:55:09,505 - mmaction - INFO - Epoch [30][2820/3134] lr: 0.01000, eta: 1 day, 11:48:17, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5687, loss_cls: 3.1571, loss: 3.1571 2020-06-17 09:55:21,100 - mmaction - INFO - Epoch [30][2840/3134] lr: 0.01000, eta: 1 day, 11:48:05, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6406, loss_cls: 2.7891, loss: 2.7891 2020-06-17 09:55:32,687 - mmaction - INFO - Epoch [30][2860/3134] lr: 0.01000, eta: 1 day, 11:47:53, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3656, top5_acc: 0.5750, loss_cls: 3.0280, loss: 3.0280 2020-06-17 09:55:44,267 - mmaction - INFO - Epoch [30][2880/3134] lr: 0.01000, eta: 1 day, 11:47:41, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6031, loss_cls: 3.0025, loss: 3.0025 2020-06-17 09:55:55,796 - mmaction - INFO - Epoch [30][2900/3134] lr: 0.01000, eta: 1 day, 11:47:29, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5813, loss_cls: 3.1643, loss: 3.1643 2020-06-17 09:56:07,477 - mmaction - INFO - Epoch [30][2920/3134] lr: 0.01000, eta: 1 day, 11:47:17, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5781, loss_cls: 3.0889, loss: 3.0889 2020-06-17 09:56:19,037 - mmaction - INFO - Epoch [30][2940/3134] lr: 0.01000, eta: 1 day, 11:47:05, time: 0.582, data_time: 0.005, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6438, loss_cls: 2.8898, loss: 2.8898 2020-06-17 09:56:30,629 - mmaction - INFO - Epoch [30][2960/3134] lr: 0.01000, eta: 1 day, 11:46:53, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6375, loss_cls: 2.7871, loss: 2.7871 2020-06-17 09:56:42,271 - mmaction - INFO - Epoch [30][2980/3134] lr: 0.01000, eta: 1 day, 11:46:41, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6344, loss_cls: 2.9170, loss: 2.9170 2020-06-17 09:56:53,892 - mmaction - INFO - Epoch [30][3000/3134] lr: 0.01000, eta: 1 day, 11:46:29, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5813, loss_cls: 3.1583, loss: 3.1583 2020-06-17 09:57:05,439 - mmaction - INFO - Epoch [30][3020/3134] lr: 0.01000, eta: 1 day, 11:46:17, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5594, loss_cls: 3.0926, loss: 3.0926 2020-06-17 09:57:17,106 - mmaction - INFO - Epoch [30][3040/3134] lr: 0.01000, eta: 1 day, 11:46:05, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5875, loss_cls: 3.1667, loss: 3.1667 2020-06-17 09:57:28,769 - mmaction - INFO - Epoch [30][3060/3134] lr: 0.01000, eta: 1 day, 11:45:53, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5531, loss_cls: 3.1808, loss: 3.1808 2020-06-17 09:57:40,371 - mmaction - INFO - Epoch [30][3080/3134] lr: 0.01000, eta: 1 day, 11:45:41, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5750, loss_cls: 3.1279, loss: 3.1279 2020-06-17 09:57:51,957 - mmaction - INFO - Epoch [30][3100/3134] lr: 0.01000, eta: 1 day, 11:45:29, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6031, loss_cls: 3.0436, loss: 3.0436 2020-06-17 09:58:03,528 - mmaction - INFO - Epoch [30][3120/3134] lr: 0.01000, eta: 1 day, 11:45:17, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3688, top5_acc: 0.5906, loss_cls: 3.0142, loss: 3.0142 2020-06-17 09:58:39,410 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-17 09:58:40,668 - mmaction - INFO - top1_acc 0.2442 top5_acc 0.4913 2020-06-17 09:58:40,685 - mmaction - INFO - Epoch [30][3134/3134] lr: 0.01000, top1_acc: 0.2442, top5_acc: 0.4913 2020-06-17 09:58:55,938 - mmaction - INFO - Epoch [31][20/3134] lr: 0.01000, eta: 1 day, 11:44:46, time: 0.762, data_time: 0.185, memory: 8339, top1_acc: 0.3312, top5_acc: 0.6031, loss_cls: 2.9281, loss: 2.9281 2020-06-17 09:59:07,564 - mmaction - INFO - Epoch [31][40/3134] lr: 0.01000, eta: 1 day, 11:44:33, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6312, loss_cls: 2.9282, loss: 2.9282 2020-06-17 09:59:19,166 - mmaction - INFO - Epoch [31][60/3134] lr: 0.01000, eta: 1 day, 11:44:22, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5938, loss_cls: 3.0143, loss: 3.0143 2020-06-17 09:59:30,757 - mmaction - INFO - Epoch [31][80/3134] lr: 0.01000, eta: 1 day, 11:44:09, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6250, loss_cls: 3.0102, loss: 3.0102 2020-06-17 09:59:42,331 - mmaction - INFO - Epoch [31][100/3134] lr: 0.01000, eta: 1 day, 11:43:57, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5875, loss_cls: 3.0915, loss: 3.0915 2020-06-17 09:59:53,861 - mmaction - INFO - Epoch [31][120/3134] lr: 0.01000, eta: 1 day, 11:43:45, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3812, top5_acc: 0.6344, loss_cls: 2.8130, loss: 2.8130 2020-06-17 10:00:06,889 - mmaction - INFO - Epoch [31][140/3134] lr: 0.01000, eta: 1 day, 11:43:36, time: 0.642, data_time: 0.003, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6438, loss_cls: 2.7744, loss: 2.7744 2020-06-17 10:00:19,527 - mmaction - INFO - Epoch [31][160/3134] lr: 0.01000, eta: 1 day, 11:43:27, time: 0.642, data_time: 0.010, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5844, loss_cls: 3.1049, loss: 3.1049 2020-06-17 10:00:31,883 - mmaction - INFO - Epoch [31][180/3134] lr: 0.01000, eta: 1 day, 11:43:16, time: 0.616, data_time: 0.004, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6875, loss_cls: 2.7099, loss: 2.7099 2020-06-17 10:00:43,409 - mmaction - INFO - Epoch [31][200/3134] lr: 0.01000, eta: 1 day, 11:43:04, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.4000, top5_acc: 0.6375, loss_cls: 2.8331, loss: 2.8331 2020-06-17 10:00:55,048 - mmaction - INFO - Epoch [31][220/3134] lr: 0.01000, eta: 1 day, 11:42:52, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5938, loss_cls: 3.0475, loss: 3.0475 2020-06-17 10:01:06,641 - mmaction - INFO - Epoch [31][240/3134] lr: 0.01000, eta: 1 day, 11:42:40, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5906, loss_cls: 3.0039, loss: 3.0039 2020-06-17 10:01:18,189 - mmaction - INFO - Epoch [31][260/3134] lr: 0.01000, eta: 1 day, 11:42:28, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5938, loss_cls: 2.9983, loss: 2.9983 2020-06-17 10:01:29,884 - mmaction - INFO - Epoch [31][280/3134] lr: 0.01000, eta: 1 day, 11:42:16, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3125, top5_acc: 0.6031, loss_cls: 2.9100, loss: 2.9100 2020-06-17 10:01:41,555 - mmaction - INFO - Epoch [31][300/3134] lr: 0.01000, eta: 1 day, 11:42:04, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6250, loss_cls: 2.8479, loss: 2.8479 2020-06-17 10:01:53,232 - mmaction - INFO - Epoch [31][320/3134] lr: 0.01000, eta: 1 day, 11:41:53, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6062, loss_cls: 2.9767, loss: 2.9767 2020-06-17 10:02:04,871 - mmaction - INFO - Epoch [31][340/3134] lr: 0.01000, eta: 1 day, 11:41:41, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3187, top5_acc: 0.6000, loss_cls: 3.1601, loss: 3.1601 2020-06-17 10:02:16,495 - mmaction - INFO - Epoch [31][360/3134] lr: 0.01000, eta: 1 day, 11:41:29, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5719, loss_cls: 2.9694, loss: 2.9694 2020-06-17 10:02:28,152 - mmaction - INFO - Epoch [31][380/3134] lr: 0.01000, eta: 1 day, 11:41:17, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5844, loss_cls: 3.0526, loss: 3.0526 2020-06-17 10:02:39,711 - mmaction - INFO - Epoch [31][400/3134] lr: 0.01000, eta: 1 day, 11:41:05, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6156, loss_cls: 3.0184, loss: 3.0184 2020-06-17 10:02:51,381 - mmaction - INFO - Epoch [31][420/3134] lr: 0.01000, eta: 1 day, 11:40:53, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5813, loss_cls: 3.2200, loss: 3.2200 2020-06-17 10:03:02,957 - mmaction - INFO - Epoch [31][440/3134] lr: 0.01000, eta: 1 day, 11:40:41, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.4125, top5_acc: 0.5938, loss_cls: 2.9161, loss: 2.9161 2020-06-17 10:03:14,515 - mmaction - INFO - Epoch [31][460/3134] lr: 0.01000, eta: 1 day, 11:40:28, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6344, loss_cls: 2.8699, loss: 2.8699 2020-06-17 10:03:26,129 - mmaction - INFO - Epoch [31][480/3134] lr: 0.01000, eta: 1 day, 11:40:16, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5969, loss_cls: 3.0166, loss: 3.0166 2020-06-17 10:03:37,763 - mmaction - INFO - Epoch [31][500/3134] lr: 0.01000, eta: 1 day, 11:40:05, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3625, top5_acc: 0.5938, loss_cls: 2.9169, loss: 2.9169 2020-06-17 10:03:49,352 - mmaction - INFO - Epoch [31][520/3134] lr: 0.01000, eta: 1 day, 11:39:52, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6000, loss_cls: 3.0621, loss: 3.0621 2020-06-17 10:04:01,005 - mmaction - INFO - Epoch [31][540/3134] lr: 0.01000, eta: 1 day, 11:39:40, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6312, loss_cls: 2.9635, loss: 2.9635 2020-06-17 10:04:12,599 - mmaction - INFO - Epoch [31][560/3134] lr: 0.01000, eta: 1 day, 11:39:28, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5844, loss_cls: 3.0035, loss: 3.0035 2020-06-17 10:04:24,301 - mmaction - INFO - Epoch [31][580/3134] lr: 0.01000, eta: 1 day, 11:39:17, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.3844, top5_acc: 0.6125, loss_cls: 2.9145, loss: 2.9145 2020-06-17 10:04:35,959 - mmaction - INFO - Epoch [31][600/3134] lr: 0.01000, eta: 1 day, 11:39:05, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5750, loss_cls: 3.1434, loss: 3.1434 2020-06-17 10:04:47,563 - mmaction - INFO - Epoch [31][620/3134] lr: 0.01000, eta: 1 day, 11:38:53, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6062, loss_cls: 2.9779, loss: 2.9779 2020-06-17 10:04:59,122 - mmaction - INFO - Epoch [31][640/3134] lr: 0.01000, eta: 1 day, 11:38:41, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5906, loss_cls: 3.0987, loss: 3.0987 2020-06-17 10:05:10,823 - mmaction - INFO - Epoch [31][660/3134] lr: 0.01000, eta: 1 day, 11:38:29, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6500, loss_cls: 2.8949, loss: 2.8949 2020-06-17 10:05:22,471 - mmaction - INFO - Epoch [31][680/3134] lr: 0.01000, eta: 1 day, 11:38:17, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6062, loss_cls: 3.0146, loss: 3.0146 2020-06-17 10:05:34,136 - mmaction - INFO - Epoch [31][700/3134] lr: 0.01000, eta: 1 day, 11:38:05, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5906, loss_cls: 3.1169, loss: 3.1169 2020-06-17 10:05:45,747 - mmaction - INFO - Epoch [31][720/3134] lr: 0.01000, eta: 1 day, 11:37:53, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3312, top5_acc: 0.6781, loss_cls: 2.7930, loss: 2.7930 2020-06-17 10:05:57,271 - mmaction - INFO - Epoch [31][740/3134] lr: 0.01000, eta: 1 day, 11:37:41, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6156, loss_cls: 2.9490, loss: 2.9490 2020-06-17 10:06:08,877 - mmaction - INFO - Epoch [31][760/3134] lr: 0.01000, eta: 1 day, 11:37:29, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5719, loss_cls: 3.1497, loss: 3.1497 2020-06-17 10:06:20,601 - mmaction - INFO - Epoch [31][780/3134] lr: 0.01000, eta: 1 day, 11:37:17, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6000, loss_cls: 3.0008, loss: 3.0008 2020-06-17 10:06:32,233 - mmaction - INFO - Epoch [31][800/3134] lr: 0.01000, eta: 1 day, 11:37:05, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3812, top5_acc: 0.6000, loss_cls: 2.9624, loss: 2.9624 2020-06-17 10:06:43,869 - mmaction - INFO - Epoch [31][820/3134] lr: 0.01000, eta: 1 day, 11:36:53, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4000, top5_acc: 0.6469, loss_cls: 2.8129, loss: 2.8129 2020-06-17 10:06:55,478 - mmaction - INFO - Epoch [31][840/3134] lr: 0.01000, eta: 1 day, 11:36:41, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6500, loss_cls: 2.7779, loss: 2.7779 2020-06-17 10:07:07,035 - mmaction - INFO - Epoch [31][860/3134] lr: 0.01000, eta: 1 day, 11:36:29, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6500, loss_cls: 2.8889, loss: 2.8889 2020-06-17 10:07:18,654 - mmaction - INFO - Epoch [31][880/3134] lr: 0.01000, eta: 1 day, 11:36:17, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3281, top5_acc: 0.6000, loss_cls: 3.0433, loss: 3.0433 2020-06-17 10:07:30,295 - mmaction - INFO - Epoch [31][900/3134] lr: 0.01000, eta: 1 day, 11:36:05, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3187, top5_acc: 0.6406, loss_cls: 2.9060, loss: 2.9060 2020-06-17 10:07:41,931 - mmaction - INFO - Epoch [31][920/3134] lr: 0.01000, eta: 1 day, 11:35:53, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6094, loss_cls: 2.8271, loss: 2.8271 2020-06-17 10:07:53,490 - mmaction - INFO - Epoch [31][940/3134] lr: 0.01000, eta: 1 day, 11:35:41, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6125, loss_cls: 2.9304, loss: 2.9304 2020-06-17 10:08:05,045 - mmaction - INFO - Epoch [31][960/3134] lr: 0.01000, eta: 1 day, 11:35:29, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3250, top5_acc: 0.6281, loss_cls: 2.8849, loss: 2.8849 2020-06-17 10:08:16,702 - mmaction - INFO - Epoch [31][980/3134] lr: 0.01000, eta: 1 day, 11:35:17, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6062, loss_cls: 3.0480, loss: 3.0480 2020-06-17 10:08:28,384 - mmaction - INFO - Epoch [31][1000/3134] lr: 0.01000, eta: 1 day, 11:35:05, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5469, loss_cls: 3.1482, loss: 3.1482 2020-06-17 10:08:39,917 - mmaction - INFO - Epoch [31][1020/3134] lr: 0.01000, eta: 1 day, 11:34:53, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5813, loss_cls: 3.0577, loss: 3.0577 2020-06-17 10:08:51,631 - mmaction - INFO - Epoch [31][1040/3134] lr: 0.01000, eta: 1 day, 11:34:41, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6000, loss_cls: 2.9599, loss: 2.9599 2020-06-17 10:09:03,229 - mmaction - INFO - Epoch [31][1060/3134] lr: 0.01000, eta: 1 day, 11:34:29, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6188, loss_cls: 2.8887, loss: 2.8887 2020-06-17 10:09:14,756 - mmaction - INFO - Epoch [31][1080/3134] lr: 0.01000, eta: 1 day, 11:34:17, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3063, top5_acc: 0.6125, loss_cls: 3.2262, loss: 3.2262 2020-06-17 10:09:26,442 - mmaction - INFO - Epoch [31][1100/3134] lr: 0.01000, eta: 1 day, 11:34:05, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5906, loss_cls: 2.9998, loss: 2.9998 2020-06-17 10:09:38,047 - mmaction - INFO - Epoch [31][1120/3134] lr: 0.01000, eta: 1 day, 11:33:53, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3156, top5_acc: 0.6000, loss_cls: 3.0786, loss: 3.0786 2020-06-17 10:09:49,668 - mmaction - INFO - Epoch [31][1140/3134] lr: 0.01000, eta: 1 day, 11:33:41, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6125, loss_cls: 2.9136, loss: 2.9136 2020-06-17 10:10:01,292 - mmaction - INFO - Epoch [31][1160/3134] lr: 0.01000, eta: 1 day, 11:33:29, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5906, loss_cls: 3.1215, loss: 3.1215 2020-06-17 10:10:13,013 - mmaction - INFO - Epoch [31][1180/3134] lr: 0.01000, eta: 1 day, 11:33:17, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.6031, loss_cls: 2.9455, loss: 2.9455 2020-06-17 10:10:24,604 - mmaction - INFO - Epoch [31][1200/3134] lr: 0.01000, eta: 1 day, 11:33:05, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5437, loss_cls: 3.2523, loss: 3.2523 2020-06-17 10:10:36,241 - mmaction - INFO - Epoch [31][1220/3134] lr: 0.01000, eta: 1 day, 11:32:53, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5844, loss_cls: 2.9360, loss: 2.9360 2020-06-17 10:10:47,816 - mmaction - INFO - Epoch [31][1240/3134] lr: 0.01000, eta: 1 day, 11:32:41, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3844, top5_acc: 0.6125, loss_cls: 2.9061, loss: 2.9061 2020-06-17 10:10:59,440 - mmaction - INFO - Epoch [31][1260/3134] lr: 0.01000, eta: 1 day, 11:32:29, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5781, loss_cls: 3.0763, loss: 3.0763 2020-06-17 10:11:11,020 - mmaction - INFO - Epoch [31][1280/3134] lr: 0.01000, eta: 1 day, 11:32:17, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5906, loss_cls: 2.9662, loss: 2.9662 2020-06-17 10:11:22,612 - mmaction - INFO - Epoch [31][1300/3134] lr: 0.01000, eta: 1 day, 11:32:05, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5844, loss_cls: 3.1464, loss: 3.1464 2020-06-17 10:11:34,223 - mmaction - INFO - Epoch [31][1320/3134] lr: 0.01000, eta: 1 day, 11:31:53, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6500, loss_cls: 2.9233, loss: 2.9233 2020-06-17 10:11:45,946 - mmaction - INFO - Epoch [31][1340/3134] lr: 0.01000, eta: 1 day, 11:31:41, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.3969, top5_acc: 0.6062, loss_cls: 2.9608, loss: 2.9608 2020-06-17 10:11:57,582 - mmaction - INFO - Epoch [31][1360/3134] lr: 0.01000, eta: 1 day, 11:31:29, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3031, top5_acc: 0.6000, loss_cls: 3.0554, loss: 3.0554 2020-06-17 10:12:09,208 - mmaction - INFO - Epoch [31][1380/3134] lr: 0.01000, eta: 1 day, 11:31:17, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3812, top5_acc: 0.6312, loss_cls: 2.9529, loss: 2.9529 2020-06-17 10:12:20,825 - mmaction - INFO - Epoch [31][1400/3134] lr: 0.01000, eta: 1 day, 11:31:05, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5750, loss_cls: 3.0964, loss: 3.0964 2020-06-17 10:12:32,412 - mmaction - INFO - Epoch [31][1420/3134] lr: 0.01000, eta: 1 day, 11:30:53, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3688, top5_acc: 0.5875, loss_cls: 3.0835, loss: 3.0835 2020-06-17 10:12:43,962 - mmaction - INFO - Epoch [31][1440/3134] lr: 0.01000, eta: 1 day, 11:30:41, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5938, loss_cls: 3.0190, loss: 3.0190 2020-06-17 10:12:55,477 - mmaction - INFO - Epoch [31][1460/3134] lr: 0.01000, eta: 1 day, 11:30:29, time: 0.575, data_time: 0.000, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6406, loss_cls: 2.8841, loss: 2.8841 2020-06-17 10:13:07,071 - mmaction - INFO - Epoch [31][1480/3134] lr: 0.01000, eta: 1 day, 11:30:17, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.3937, top5_acc: 0.6531, loss_cls: 2.8953, loss: 2.8953 2020-06-17 10:13:18,701 - mmaction - INFO - Epoch [31][1500/3134] lr: 0.01000, eta: 1 day, 11:30:05, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6312, loss_cls: 2.8762, loss: 2.8762 2020-06-17 10:13:30,347 - mmaction - INFO - Epoch [31][1520/3134] lr: 0.01000, eta: 1 day, 11:29:53, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5469, loss_cls: 3.0933, loss: 3.0933 2020-06-17 10:13:42,060 - mmaction - INFO - Epoch [31][1540/3134] lr: 0.01000, eta: 1 day, 11:29:41, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3344, top5_acc: 0.6000, loss_cls: 2.9645, loss: 2.9645 2020-06-17 10:13:53,622 - mmaction - INFO - Epoch [31][1560/3134] lr: 0.01000, eta: 1 day, 11:29:29, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6312, loss_cls: 2.9601, loss: 2.9601 2020-06-17 10:14:05,236 - mmaction - INFO - Epoch [31][1580/3134] lr: 0.01000, eta: 1 day, 11:29:17, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6281, loss_cls: 2.9235, loss: 2.9235 2020-06-17 10:14:16,773 - mmaction - INFO - Epoch [31][1600/3134] lr: 0.01000, eta: 1 day, 11:29:05, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.3875, top5_acc: 0.5969, loss_cls: 2.9297, loss: 2.9297 2020-06-17 10:14:28,373 - mmaction - INFO - Epoch [31][1620/3134] lr: 0.01000, eta: 1 day, 11:28:53, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3969, top5_acc: 0.6250, loss_cls: 2.8241, loss: 2.8241 2020-06-17 10:14:39,994 - mmaction - INFO - Epoch [31][1640/3134] lr: 0.01000, eta: 1 day, 11:28:41, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5906, loss_cls: 3.0620, loss: 3.0620 2020-06-17 10:14:51,676 - mmaction - INFO - Epoch [31][1660/3134] lr: 0.01000, eta: 1 day, 11:28:29, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5813, loss_cls: 3.0765, loss: 3.0765 2020-06-17 10:15:03,385 - mmaction - INFO - Epoch [31][1680/3134] lr: 0.01000, eta: 1 day, 11:28:17, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.3781, top5_acc: 0.5750, loss_cls: 3.1586, loss: 3.1586 2020-06-17 10:15:14,944 - mmaction - INFO - Epoch [31][1700/3134] lr: 0.01000, eta: 1 day, 11:28:05, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5500, loss_cls: 3.3078, loss: 3.3078 2020-06-17 10:15:26,498 - mmaction - INFO - Epoch [31][1720/3134] lr: 0.01000, eta: 1 day, 11:27:53, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5656, loss_cls: 3.0772, loss: 3.0772 2020-06-17 10:15:38,181 - mmaction - INFO - Epoch [31][1740/3134] lr: 0.01000, eta: 1 day, 11:27:41, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6094, loss_cls: 3.1042, loss: 3.1042 2020-06-17 10:15:49,781 - mmaction - INFO - Epoch [31][1760/3134] lr: 0.01000, eta: 1 day, 11:27:29, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6000, loss_cls: 2.9678, loss: 2.9678 2020-06-17 10:16:01,344 - mmaction - INFO - Epoch [31][1780/3134] lr: 0.01000, eta: 1 day, 11:27:17, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5719, loss_cls: 3.0688, loss: 3.0688 2020-06-17 10:16:13,028 - mmaction - INFO - Epoch [31][1800/3134] lr: 0.01000, eta: 1 day, 11:27:05, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5938, loss_cls: 3.0079, loss: 3.0079 2020-06-17 10:16:24,766 - mmaction - INFO - Epoch [31][1820/3134] lr: 0.01000, eta: 1 day, 11:26:53, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5938, loss_cls: 3.0042, loss: 3.0042 2020-06-17 10:16:36,336 - mmaction - INFO - Epoch [31][1840/3134] lr: 0.01000, eta: 1 day, 11:26:41, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3844, top5_acc: 0.6344, loss_cls: 2.8732, loss: 2.8732 2020-06-17 10:16:47,925 - mmaction - INFO - Epoch [31][1860/3134] lr: 0.01000, eta: 1 day, 11:26:29, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5656, loss_cls: 3.1631, loss: 3.1631 2020-06-17 10:16:59,580 - mmaction - INFO - Epoch [31][1880/3134] lr: 0.01000, eta: 1 day, 11:26:17, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6125, loss_cls: 2.9874, loss: 2.9874 2020-06-17 10:17:11,174 - mmaction - INFO - Epoch [31][1900/3134] lr: 0.01000, eta: 1 day, 11:26:05, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5781, loss_cls: 3.0978, loss: 3.0978 2020-06-17 10:17:22,724 - mmaction - INFO - Epoch [31][1920/3134] lr: 0.01000, eta: 1 day, 11:25:53, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5844, loss_cls: 3.0520, loss: 3.0520 2020-06-17 10:17:34,415 - mmaction - INFO - Epoch [31][1940/3134] lr: 0.01000, eta: 1 day, 11:25:41, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5656, loss_cls: 3.1799, loss: 3.1799 2020-06-17 10:17:46,071 - mmaction - INFO - Epoch [31][1960/3134] lr: 0.01000, eta: 1 day, 11:25:29, time: 0.586, data_time: 0.005, memory: 8339, top1_acc: 0.3812, top5_acc: 0.6125, loss_cls: 2.9774, loss: 2.9774 2020-06-17 10:17:57,707 - mmaction - INFO - Epoch [31][1980/3134] lr: 0.01000, eta: 1 day, 11:25:17, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5375, loss_cls: 3.1466, loss: 3.1466 2020-06-17 10:18:09,305 - mmaction - INFO - Epoch [31][2000/3134] lr: 0.01000, eta: 1 day, 11:25:05, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6250, loss_cls: 2.9320, loss: 2.9320 2020-06-17 10:18:20,902 - mmaction - INFO - Epoch [31][2020/3134] lr: 0.01000, eta: 1 day, 11:24:53, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3250, top5_acc: 0.6125, loss_cls: 2.9316, loss: 2.9316 2020-06-17 10:18:32,442 - mmaction - INFO - Epoch [31][2040/3134] lr: 0.01000, eta: 1 day, 11:24:41, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5563, loss_cls: 3.1830, loss: 3.1830 2020-06-17 10:18:44,014 - mmaction - INFO - Epoch [31][2060/3134] lr: 0.01000, eta: 1 day, 11:24:29, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5437, loss_cls: 3.2328, loss: 3.2328 2020-06-17 10:18:55,699 - mmaction - INFO - Epoch [31][2080/3134] lr: 0.01000, eta: 1 day, 11:24:17, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6344, loss_cls: 2.7827, loss: 2.7827 2020-06-17 10:19:07,252 - mmaction - INFO - Epoch [31][2100/3134] lr: 0.01000, eta: 1 day, 11:24:05, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3969, top5_acc: 0.6094, loss_cls: 2.9116, loss: 2.9116 2020-06-17 10:19:18,928 - mmaction - INFO - Epoch [31][2120/3134] lr: 0.01000, eta: 1 day, 11:23:53, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5563, loss_cls: 3.1422, loss: 3.1422 2020-06-17 10:19:30,586 - mmaction - INFO - Epoch [31][2140/3134] lr: 0.01000, eta: 1 day, 11:23:41, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6125, loss_cls: 2.8467, loss: 2.8467 2020-06-17 10:19:42,273 - mmaction - INFO - Epoch [31][2160/3134] lr: 0.01000, eta: 1 day, 11:23:30, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5906, loss_cls: 3.1495, loss: 3.1495 2020-06-17 10:19:53,907 - mmaction - INFO - Epoch [31][2180/3134] lr: 0.01000, eta: 1 day, 11:23:18, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6531, loss_cls: 3.0541, loss: 3.0541 2020-06-17 10:20:05,615 - mmaction - INFO - Epoch [31][2200/3134] lr: 0.01000, eta: 1 day, 11:23:06, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5969, loss_cls: 2.9870, loss: 2.9870 2020-06-17 10:20:17,155 - mmaction - INFO - Epoch [31][2220/3134] lr: 0.01000, eta: 1 day, 11:22:54, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6094, loss_cls: 2.9653, loss: 2.9653 2020-06-17 10:20:28,729 - mmaction - INFO - Epoch [31][2240/3134] lr: 0.01000, eta: 1 day, 11:22:42, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6375, loss_cls: 2.9231, loss: 2.9231 2020-06-17 10:20:40,349 - mmaction - INFO - Epoch [31][2260/3134] lr: 0.01000, eta: 1 day, 11:22:30, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5969, loss_cls: 3.0838, loss: 3.0838 2020-06-17 10:20:51,909 - mmaction - INFO - Epoch [31][2280/3134] lr: 0.01000, eta: 1 day, 11:22:18, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5625, loss_cls: 3.1787, loss: 3.1787 2020-06-17 10:21:03,553 - mmaction - INFO - Epoch [31][2300/3134] lr: 0.01000, eta: 1 day, 11:22:05, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5875, loss_cls: 3.0819, loss: 3.0819 2020-06-17 10:21:15,102 - mmaction - INFO - Epoch [31][2320/3134] lr: 0.01000, eta: 1 day, 11:21:53, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6125, loss_cls: 2.8762, loss: 2.8762 2020-06-17 10:21:26,701 - mmaction - INFO - Epoch [31][2340/3134] lr: 0.01000, eta: 1 day, 11:21:41, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6000, loss_cls: 2.9566, loss: 2.9566 2020-06-17 10:21:38,301 - mmaction - INFO - Epoch [31][2360/3134] lr: 0.01000, eta: 1 day, 11:21:29, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5938, loss_cls: 2.9491, loss: 2.9491 2020-06-17 10:21:49,974 - mmaction - INFO - Epoch [31][2380/3134] lr: 0.01000, eta: 1 day, 11:21:17, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3688, top5_acc: 0.5906, loss_cls: 3.0314, loss: 3.0314 2020-06-17 10:22:01,555 - mmaction - INFO - Epoch [31][2400/3134] lr: 0.01000, eta: 1 day, 11:21:05, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4062, top5_acc: 0.6156, loss_cls: 2.8738, loss: 2.8738 2020-06-17 10:22:13,140 - mmaction - INFO - Epoch [31][2420/3134] lr: 0.01000, eta: 1 day, 11:20:53, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6062, loss_cls: 2.9277, loss: 2.9277 2020-06-17 10:22:24,889 - mmaction - INFO - Epoch [31][2440/3134] lr: 0.01000, eta: 1 day, 11:20:42, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5813, loss_cls: 3.0410, loss: 3.0410 2020-06-17 10:22:36,423 - mmaction - INFO - Epoch [31][2460/3134] lr: 0.01000, eta: 1 day, 11:20:29, time: 0.579, data_time: 0.005, memory: 8339, top1_acc: 0.3312, top5_acc: 0.6219, loss_cls: 2.9590, loss: 2.9590 2020-06-17 10:22:48,002 - mmaction - INFO - Epoch [31][2480/3134] lr: 0.01000, eta: 1 day, 11:20:17, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6031, loss_cls: 3.0607, loss: 3.0607 2020-06-17 10:22:59,646 - mmaction - INFO - Epoch [31][2500/3134] lr: 0.01000, eta: 1 day, 11:20:05, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6188, loss_cls: 2.9599, loss: 2.9599 2020-06-17 10:23:11,315 - mmaction - INFO - Epoch [31][2520/3134] lr: 0.01000, eta: 1 day, 11:19:54, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6125, loss_cls: 2.9637, loss: 2.9637 2020-06-17 10:23:22,859 - mmaction - INFO - Epoch [31][2540/3134] lr: 0.01000, eta: 1 day, 11:19:41, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6219, loss_cls: 2.8787, loss: 2.8787 2020-06-17 10:23:34,414 - mmaction - INFO - Epoch [31][2560/3134] lr: 0.01000, eta: 1 day, 11:19:29, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6156, loss_cls: 2.9953, loss: 2.9953 2020-06-17 10:23:46,102 - mmaction - INFO - Epoch [31][2580/3134] lr: 0.01000, eta: 1 day, 11:19:18, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5750, loss_cls: 3.0166, loss: 3.0166 2020-06-17 10:23:57,751 - mmaction - INFO - Epoch [31][2600/3134] lr: 0.01000, eta: 1 day, 11:19:06, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5969, loss_cls: 2.9608, loss: 2.9608 2020-06-17 10:24:09,395 - mmaction - INFO - Epoch [31][2620/3134] lr: 0.01000, eta: 1 day, 11:18:54, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4000, top5_acc: 0.6500, loss_cls: 2.8660, loss: 2.8660 2020-06-17 10:24:21,054 - mmaction - INFO - Epoch [31][2640/3134] lr: 0.01000, eta: 1 day, 11:18:42, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6375, loss_cls: 2.9410, loss: 2.9410 2020-06-17 10:24:32,632 - mmaction - INFO - Epoch [31][2660/3134] lr: 0.01000, eta: 1 day, 11:18:30, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5625, loss_cls: 3.1161, loss: 3.1161 2020-06-17 10:24:44,273 - mmaction - INFO - Epoch [31][2680/3134] lr: 0.01000, eta: 1 day, 11:18:18, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3187, top5_acc: 0.6250, loss_cls: 2.9268, loss: 2.9268 2020-06-17 10:24:55,863 - mmaction - INFO - Epoch [31][2700/3134] lr: 0.01000, eta: 1 day, 11:18:06, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5437, loss_cls: 3.3332, loss: 3.3332 2020-06-17 10:25:07,493 - mmaction - INFO - Epoch [31][2720/3134] lr: 0.01000, eta: 1 day, 11:17:54, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5844, loss_cls: 3.0076, loss: 3.0076 2020-06-17 10:25:19,106 - mmaction - INFO - Epoch [31][2740/3134] lr: 0.01000, eta: 1 day, 11:17:42, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5563, loss_cls: 3.1268, loss: 3.1268 2020-06-17 10:25:30,763 - mmaction - INFO - Epoch [31][2760/3134] lr: 0.01000, eta: 1 day, 11:17:30, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5563, loss_cls: 3.1858, loss: 3.1858 2020-06-17 10:25:42,327 - mmaction - INFO - Epoch [31][2780/3134] lr: 0.01000, eta: 1 day, 11:17:18, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6188, loss_cls: 2.9133, loss: 2.9133 2020-06-17 10:26:10,779 - mmaction - INFO - Epoch [31][2800/3134] lr: 0.01000, eta: 1 day, 11:17:43, time: 1.422, data_time: 0.002, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6000, loss_cls: 2.9546, loss: 2.9546 2020-06-17 10:26:22,444 - mmaction - INFO - Epoch [31][2820/3134] lr: 0.01000, eta: 1 day, 11:17:32, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5781, loss_cls: 3.2088, loss: 3.2088 2020-06-17 10:26:33,967 - mmaction - INFO - Epoch [31][2840/3134] lr: 0.01000, eta: 1 day, 11:17:19, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6438, loss_cls: 2.9726, loss: 2.9726 2020-06-17 10:26:45,573 - mmaction - INFO - Epoch [31][2860/3134] lr: 0.01000, eta: 1 day, 11:17:07, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5531, loss_cls: 3.1456, loss: 3.1456 2020-06-17 10:26:57,192 - mmaction - INFO - Epoch [31][2880/3134] lr: 0.01000, eta: 1 day, 11:16:55, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5969, loss_cls: 3.1085, loss: 3.1085 2020-06-17 10:27:08,783 - mmaction - INFO - Epoch [31][2900/3134] lr: 0.01000, eta: 1 day, 11:16:43, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5781, loss_cls: 3.0146, loss: 3.0146 2020-06-17 10:27:20,368 - mmaction - INFO - Epoch [31][2920/3134] lr: 0.01000, eta: 1 day, 11:16:31, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6500, loss_cls: 2.9142, loss: 2.9142 2020-06-17 10:27:31,986 - mmaction - INFO - Epoch [31][2940/3134] lr: 0.01000, eta: 1 day, 11:16:19, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5813, loss_cls: 3.1630, loss: 3.1630 2020-06-17 10:27:43,564 - mmaction - INFO - Epoch [31][2960/3134] lr: 0.01000, eta: 1 day, 11:16:07, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5625, loss_cls: 3.1159, loss: 3.1159 2020-06-17 10:27:55,190 - mmaction - INFO - Epoch [31][2980/3134] lr: 0.01000, eta: 1 day, 11:15:55, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6156, loss_cls: 2.8543, loss: 2.8543 2020-06-17 10:28:06,887 - mmaction - INFO - Epoch [31][3000/3134] lr: 0.01000, eta: 1 day, 11:15:43, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5906, loss_cls: 3.0328, loss: 3.0328 2020-06-17 10:28:18,470 - mmaction - INFO - Epoch [31][3020/3134] lr: 0.01000, eta: 1 day, 11:15:31, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.6219, loss_cls: 2.9964, loss: 2.9964 2020-06-17 10:28:30,050 - mmaction - INFO - Epoch [31][3040/3134] lr: 0.01000, eta: 1 day, 11:15:19, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5969, loss_cls: 3.0147, loss: 3.0147 2020-06-17 10:28:41,740 - mmaction - INFO - Epoch [31][3060/3134] lr: 0.01000, eta: 1 day, 11:15:07, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5656, loss_cls: 3.0844, loss: 3.0844 2020-06-17 10:28:53,422 - mmaction - INFO - Epoch [31][3080/3134] lr: 0.01000, eta: 1 day, 11:14:56, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6000, loss_cls: 3.0128, loss: 3.0128 2020-06-17 10:29:05,015 - mmaction - INFO - Epoch [31][3100/3134] lr: 0.01000, eta: 1 day, 11:14:44, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.3625, top5_acc: 0.5813, loss_cls: 2.9925, loss: 2.9925 2020-06-17 10:29:16,711 - mmaction - INFO - Epoch [31][3120/3134] lr: 0.01000, eta: 1 day, 11:14:32, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6094, loss_cls: 2.9663, loss: 2.9663 2020-06-17 10:30:00,868 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-17 10:30:02,126 - mmaction - INFO - top1_acc 0.2375 top5_acc 0.4840 2020-06-17 10:30:02,143 - mmaction - INFO - Epoch [31][3134/3134] lr: 0.01000, top1_acc: 0.2375, top5_acc: 0.4840 2020-06-17 10:30:17,498 - mmaction - INFO - Epoch [32][20/3134] lr: 0.01000, eta: 1 day, 11:14:01, time: 0.760, data_time: 0.181, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6125, loss_cls: 2.9012, loss: 2.9012 2020-06-17 10:30:29,131 - mmaction - INFO - Epoch [32][40/3134] lr: 0.01000, eta: 1 day, 11:13:49, time: 0.583, data_time: 0.005, memory: 8339, top1_acc: 0.3312, top5_acc: 0.6125, loss_cls: 2.9136, loss: 2.9136 2020-06-17 10:30:40,655 - mmaction - INFO - Epoch [32][60/3134] lr: 0.01000, eta: 1 day, 11:13:37, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3812, top5_acc: 0.6500, loss_cls: 2.7186, loss: 2.7186 2020-06-17 10:30:52,267 - mmaction - INFO - Epoch [32][80/3134] lr: 0.01000, eta: 1 day, 11:13:25, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6531, loss_cls: 2.6513, loss: 2.6513 2020-06-17 10:31:03,830 - mmaction - INFO - Epoch [32][100/3134] lr: 0.01000, eta: 1 day, 11:13:13, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3812, top5_acc: 0.6312, loss_cls: 2.9575, loss: 2.9575 2020-06-17 10:31:15,459 - mmaction - INFO - Epoch [32][120/3134] lr: 0.01000, eta: 1 day, 11:13:01, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6250, loss_cls: 2.8774, loss: 2.8774 2020-06-17 10:31:27,127 - mmaction - INFO - Epoch [32][140/3134] lr: 0.01000, eta: 1 day, 11:12:49, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6281, loss_cls: 3.0446, loss: 3.0446 2020-06-17 10:31:38,756 - mmaction - INFO - Epoch [32][160/3134] lr: 0.01000, eta: 1 day, 11:12:37, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.3656, top5_acc: 0.5500, loss_cls: 3.0746, loss: 3.0746 2020-06-17 10:31:50,252 - mmaction - INFO - Epoch [32][180/3134] lr: 0.01000, eta: 1 day, 11:12:25, time: 0.577, data_time: 0.004, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6000, loss_cls: 2.9990, loss: 2.9990 2020-06-17 10:32:01,828 - mmaction - INFO - Epoch [32][200/3134] lr: 0.01000, eta: 1 day, 11:12:13, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3344, top5_acc: 0.6156, loss_cls: 2.9576, loss: 2.9576 2020-06-17 10:32:13,426 - mmaction - INFO - Epoch [32][220/3134] lr: 0.01000, eta: 1 day, 11:12:01, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6281, loss_cls: 2.9417, loss: 2.9417 2020-06-17 10:32:25,024 - mmaction - INFO - Epoch [32][240/3134] lr: 0.01000, eta: 1 day, 11:11:49, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5844, loss_cls: 3.0900, loss: 3.0900 2020-06-17 10:32:36,659 - mmaction - INFO - Epoch [32][260/3134] lr: 0.01000, eta: 1 day, 11:11:37, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5813, loss_cls: 3.0637, loss: 3.0637 2020-06-17 10:32:48,244 - mmaction - INFO - Epoch [32][280/3134] lr: 0.01000, eta: 1 day, 11:11:25, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6594, loss_cls: 2.9483, loss: 2.9483 2020-06-17 10:32:59,880 - mmaction - INFO - Epoch [32][300/3134] lr: 0.01000, eta: 1 day, 11:11:13, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5875, loss_cls: 3.1678, loss: 3.1678 2020-06-17 10:33:11,541 - mmaction - INFO - Epoch [32][320/3134] lr: 0.01000, eta: 1 day, 11:11:01, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6500, loss_cls: 2.9100, loss: 2.9100 2020-06-17 10:33:23,214 - mmaction - INFO - Epoch [32][340/3134] lr: 0.01000, eta: 1 day, 11:10:49, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5969, loss_cls: 2.9679, loss: 2.9679 2020-06-17 10:33:34,879 - mmaction - INFO - Epoch [32][360/3134] lr: 0.01000, eta: 1 day, 11:10:37, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6188, loss_cls: 2.8813, loss: 2.8813 2020-06-17 10:33:46,628 - mmaction - INFO - Epoch [32][380/3134] lr: 0.01000, eta: 1 day, 11:10:25, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6219, loss_cls: 2.8996, loss: 2.8996 2020-06-17 10:33:58,251 - mmaction - INFO - Epoch [32][400/3134] lr: 0.01000, eta: 1 day, 11:10:14, time: 0.584, data_time: 0.005, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6062, loss_cls: 2.9533, loss: 2.9533 2020-06-17 10:34:09,875 - mmaction - INFO - Epoch [32][420/3134] lr: 0.01000, eta: 1 day, 11:10:02, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5938, loss_cls: 2.8379, loss: 2.8379 2020-06-17 10:34:21,352 - mmaction - INFO - Epoch [32][440/3134] lr: 0.01000, eta: 1 day, 11:09:49, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.3781, top5_acc: 0.5969, loss_cls: 2.8721, loss: 2.8721 2020-06-17 10:34:33,006 - mmaction - INFO - Epoch [32][460/3134] lr: 0.01000, eta: 1 day, 11:09:37, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3063, top5_acc: 0.6031, loss_cls: 3.1412, loss: 3.1412 2020-06-17 10:34:44,537 - mmaction - INFO - Epoch [32][480/3134] lr: 0.01000, eta: 1 day, 11:09:25, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5875, loss_cls: 3.0488, loss: 3.0488 2020-06-17 10:34:56,265 - mmaction - INFO - Epoch [32][500/3134] lr: 0.01000, eta: 1 day, 11:09:13, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3219, top5_acc: 0.6094, loss_cls: 3.1255, loss: 3.1255 2020-06-17 10:35:07,868 - mmaction - INFO - Epoch [32][520/3134] lr: 0.01000, eta: 1 day, 11:09:01, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6469, loss_cls: 2.9139, loss: 2.9139 2020-06-17 10:35:19,427 - mmaction - INFO - Epoch [32][540/3134] lr: 0.01000, eta: 1 day, 11:08:49, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6156, loss_cls: 2.9070, loss: 2.9070 2020-06-17 10:35:31,048 - mmaction - INFO - Epoch [32][560/3134] lr: 0.01000, eta: 1 day, 11:08:37, time: 0.580, data_time: 0.005, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5844, loss_cls: 3.0317, loss: 3.0317 2020-06-17 10:35:42,737 - mmaction - INFO - Epoch [32][580/3134] lr: 0.01000, eta: 1 day, 11:08:25, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3844, top5_acc: 0.6188, loss_cls: 2.9136, loss: 2.9136 2020-06-17 10:35:54,272 - mmaction - INFO - Epoch [32][600/3134] lr: 0.01000, eta: 1 day, 11:08:13, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5875, loss_cls: 3.1895, loss: 3.1895 2020-06-17 10:36:05,961 - mmaction - INFO - Epoch [32][620/3134] lr: 0.01000, eta: 1 day, 11:08:01, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6031, loss_cls: 2.9478, loss: 2.9478 2020-06-17 10:36:17,577 - mmaction - INFO - Epoch [32][640/3134] lr: 0.01000, eta: 1 day, 11:07:50, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3656, top5_acc: 0.5875, loss_cls: 3.0045, loss: 3.0045 2020-06-17 10:36:29,206 - mmaction - INFO - Epoch [32][660/3134] lr: 0.01000, eta: 1 day, 11:07:38, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6094, loss_cls: 2.9759, loss: 2.9759 2020-06-17 10:36:40,781 - mmaction - INFO - Epoch [32][680/3134] lr: 0.01000, eta: 1 day, 11:07:26, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3656, top5_acc: 0.5906, loss_cls: 3.0332, loss: 3.0332 2020-06-17 10:36:52,372 - mmaction - INFO - Epoch [32][700/3134] lr: 0.01000, eta: 1 day, 11:07:13, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5781, loss_cls: 3.1254, loss: 3.1254 2020-06-17 10:37:03,951 - mmaction - INFO - Epoch [32][720/3134] lr: 0.01000, eta: 1 day, 11:07:01, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5656, loss_cls: 3.0667, loss: 3.0667 2020-06-17 10:37:15,567 - mmaction - INFO - Epoch [32][740/3134] lr: 0.01000, eta: 1 day, 11:06:49, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6031, loss_cls: 2.9531, loss: 2.9531 2020-06-17 10:37:27,163 - mmaction - INFO - Epoch [32][760/3134] lr: 0.01000, eta: 1 day, 11:06:37, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3219, top5_acc: 0.6000, loss_cls: 3.0335, loss: 3.0335 2020-06-17 10:37:38,754 - mmaction - INFO - Epoch [32][780/3134] lr: 0.01000, eta: 1 day, 11:06:25, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5969, loss_cls: 2.8954, loss: 2.8954 2020-06-17 10:37:50,420 - mmaction - INFO - Epoch [32][800/3134] lr: 0.01000, eta: 1 day, 11:06:13, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5875, loss_cls: 3.0411, loss: 3.0411 2020-06-17 10:38:02,052 - mmaction - INFO - Epoch [32][820/3134] lr: 0.01000, eta: 1 day, 11:06:02, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5500, loss_cls: 3.1462, loss: 3.1462 2020-06-17 10:38:13,619 - mmaction - INFO - Epoch [32][840/3134] lr: 0.01000, eta: 1 day, 11:05:49, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3000, top5_acc: 0.6000, loss_cls: 2.9743, loss: 2.9743 2020-06-17 10:38:25,287 - mmaction - INFO - Epoch [32][860/3134] lr: 0.01000, eta: 1 day, 11:05:37, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3312, top5_acc: 0.6219, loss_cls: 3.0136, loss: 3.0136 2020-06-17 10:38:36,902 - mmaction - INFO - Epoch [32][880/3134] lr: 0.01000, eta: 1 day, 11:05:26, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5594, loss_cls: 3.1490, loss: 3.1490 2020-06-17 10:38:48,528 - mmaction - INFO - Epoch [32][900/3134] lr: 0.01000, eta: 1 day, 11:05:14, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3219, top5_acc: 0.6406, loss_cls: 2.8811, loss: 2.8811 2020-06-17 10:39:00,257 - mmaction - INFO - Epoch [32][920/3134] lr: 0.01000, eta: 1 day, 11:05:02, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6250, loss_cls: 2.8785, loss: 2.8785 2020-06-17 10:39:11,879 - mmaction - INFO - Epoch [32][940/3134] lr: 0.01000, eta: 1 day, 11:04:50, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5906, loss_cls: 3.0890, loss: 3.0890 2020-06-17 10:39:23,536 - mmaction - INFO - Epoch [32][960/3134] lr: 0.01000, eta: 1 day, 11:04:38, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5969, loss_cls: 2.9862, loss: 2.9862 2020-06-17 10:39:35,137 - mmaction - INFO - Epoch [32][980/3134] lr: 0.01000, eta: 1 day, 11:04:26, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6250, loss_cls: 3.0067, loss: 3.0067 2020-06-17 10:39:46,893 - mmaction - INFO - Epoch [32][1000/3134] lr: 0.01000, eta: 1 day, 11:04:14, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6250, loss_cls: 2.9926, loss: 2.9926 2020-06-17 10:39:58,488 - mmaction - INFO - Epoch [32][1020/3134] lr: 0.01000, eta: 1 day, 11:04:02, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3312, top5_acc: 0.6125, loss_cls: 3.0407, loss: 3.0407 2020-06-17 10:40:10,145 - mmaction - INFO - Epoch [32][1040/3134] lr: 0.01000, eta: 1 day, 11:03:50, time: 0.582, data_time: 0.000, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6375, loss_cls: 2.8681, loss: 2.8681 2020-06-17 10:40:21,726 - mmaction - INFO - Epoch [32][1060/3134] lr: 0.01000, eta: 1 day, 11:03:38, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5875, loss_cls: 3.0870, loss: 3.0870 2020-06-17 10:40:33,349 - mmaction - INFO - Epoch [32][1080/3134] lr: 0.01000, eta: 1 day, 11:03:26, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5594, loss_cls: 3.1553, loss: 3.1553 2020-06-17 10:40:44,957 - mmaction - INFO - Epoch [32][1100/3134] lr: 0.01000, eta: 1 day, 11:03:14, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4000, top5_acc: 0.6438, loss_cls: 2.7736, loss: 2.7736 2020-06-17 10:40:56,648 - mmaction - INFO - Epoch [32][1120/3134] lr: 0.01000, eta: 1 day, 11:03:03, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6344, loss_cls: 2.8094, loss: 2.8094 2020-06-17 10:41:08,328 - mmaction - INFO - Epoch [32][1140/3134] lr: 0.01000, eta: 1 day, 11:02:51, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6469, loss_cls: 2.9463, loss: 2.9463 2020-06-17 10:41:20,053 - mmaction - INFO - Epoch [32][1160/3134] lr: 0.01000, eta: 1 day, 11:02:39, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6031, loss_cls: 2.8949, loss: 2.8949 2020-06-17 10:41:31,666 - mmaction - INFO - Epoch [32][1180/3134] lr: 0.01000, eta: 1 day, 11:02:27, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5906, loss_cls: 2.9821, loss: 2.9821 2020-06-17 10:41:43,335 - mmaction - INFO - Epoch [32][1200/3134] lr: 0.01000, eta: 1 day, 11:02:15, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6500, loss_cls: 2.8743, loss: 2.8743 2020-06-17 10:41:54,870 - mmaction - INFO - Epoch [32][1220/3134] lr: 0.01000, eta: 1 day, 11:02:03, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5437, loss_cls: 3.0839, loss: 3.0839 2020-06-17 10:42:06,479 - mmaction - INFO - Epoch [32][1240/3134] lr: 0.01000, eta: 1 day, 11:01:51, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6469, loss_cls: 2.8392, loss: 2.8392 2020-06-17 10:42:18,062 - mmaction - INFO - Epoch [32][1260/3134] lr: 0.01000, eta: 1 day, 11:01:39, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6062, loss_cls: 3.0867, loss: 3.0867 2020-06-17 10:42:29,811 - mmaction - INFO - Epoch [32][1280/3134] lr: 0.01000, eta: 1 day, 11:01:27, time: 0.586, data_time: 0.000, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6375, loss_cls: 2.9207, loss: 2.9207 2020-06-17 10:42:41,358 - mmaction - INFO - Epoch [32][1300/3134] lr: 0.01000, eta: 1 day, 11:01:15, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5844, loss_cls: 2.9068, loss: 2.9068 2020-06-17 10:42:53,025 - mmaction - INFO - Epoch [32][1320/3134] lr: 0.01000, eta: 1 day, 11:01:03, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5844, loss_cls: 3.0636, loss: 3.0636 2020-06-17 10:43:04,617 - mmaction - INFO - Epoch [32][1340/3134] lr: 0.01000, eta: 1 day, 11:00:51, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5969, loss_cls: 2.9894, loss: 2.9894 2020-06-17 10:43:16,272 - mmaction - INFO - Epoch [32][1360/3134] lr: 0.01000, eta: 1 day, 11:00:39, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5938, loss_cls: 3.0879, loss: 3.0879 2020-06-17 10:43:27,839 - mmaction - INFO - Epoch [32][1380/3134] lr: 0.01000, eta: 1 day, 11:00:27, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6031, loss_cls: 2.9899, loss: 2.9899 2020-06-17 10:43:39,517 - mmaction - INFO - Epoch [32][1400/3134] lr: 0.01000, eta: 1 day, 11:00:15, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6281, loss_cls: 2.9731, loss: 2.9731 2020-06-17 10:43:51,111 - mmaction - INFO - Epoch [32][1420/3134] lr: 0.01000, eta: 1 day, 11:00:03, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6125, loss_cls: 3.0952, loss: 3.0952 2020-06-17 10:44:02,745 - mmaction - INFO - Epoch [32][1440/3134] lr: 0.01000, eta: 1 day, 10:59:51, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3031, top5_acc: 0.6031, loss_cls: 3.1135, loss: 3.1135 2020-06-17 10:44:14,391 - mmaction - INFO - Epoch [32][1460/3134] lr: 0.01000, eta: 1 day, 10:59:39, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3812, top5_acc: 0.6000, loss_cls: 2.9803, loss: 2.9803 2020-06-17 10:44:25,988 - mmaction - INFO - Epoch [32][1480/3134] lr: 0.01000, eta: 1 day, 10:59:27, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5906, loss_cls: 3.0863, loss: 3.0863 2020-06-17 10:44:37,594 - mmaction - INFO - Epoch [32][1500/3134] lr: 0.01000, eta: 1 day, 10:59:15, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6156, loss_cls: 3.0330, loss: 3.0330 2020-06-17 10:44:49,216 - mmaction - INFO - Epoch [32][1520/3134] lr: 0.01000, eta: 1 day, 10:59:03, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5625, loss_cls: 3.2514, loss: 3.2514 2020-06-17 10:45:00,840 - mmaction - INFO - Epoch [32][1540/3134] lr: 0.01000, eta: 1 day, 10:58:51, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6125, loss_cls: 2.8616, loss: 2.8616 2020-06-17 10:45:12,520 - mmaction - INFO - Epoch [32][1560/3134] lr: 0.01000, eta: 1 day, 10:58:40, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6312, loss_cls: 2.8741, loss: 2.8741 2020-06-17 10:45:24,201 - mmaction - INFO - Epoch [32][1580/3134] lr: 0.01000, eta: 1 day, 10:58:28, time: 0.584, data_time: 0.000, memory: 8339, top1_acc: 0.3594, top5_acc: 0.5813, loss_cls: 3.0254, loss: 3.0254 2020-06-17 10:45:35,997 - mmaction - INFO - Epoch [32][1600/3134] lr: 0.01000, eta: 1 day, 10:58:16, time: 0.589, data_time: 0.007, memory: 8339, top1_acc: 0.2594, top5_acc: 0.5687, loss_cls: 3.3128, loss: 3.3128 2020-06-17 10:45:47,539 - mmaction - INFO - Epoch [32][1620/3134] lr: 0.01000, eta: 1 day, 10:58:04, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.3594, top5_acc: 0.5781, loss_cls: 3.2255, loss: 3.2255 2020-06-17 10:45:59,212 - mmaction - INFO - Epoch [32][1640/3134] lr: 0.01000, eta: 1 day, 10:57:52, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5844, loss_cls: 3.1672, loss: 3.1672 2020-06-17 10:46:10,842 - mmaction - INFO - Epoch [32][1660/3134] lr: 0.01000, eta: 1 day, 10:57:40, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6312, loss_cls: 2.8966, loss: 2.8966 2020-06-17 10:46:22,458 - mmaction - INFO - Epoch [32][1680/3134] lr: 0.01000, eta: 1 day, 10:57:28, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3594, top5_acc: 0.5781, loss_cls: 2.9944, loss: 2.9944 2020-06-17 10:46:34,077 - mmaction - INFO - Epoch [32][1700/3134] lr: 0.01000, eta: 1 day, 10:57:16, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6156, loss_cls: 2.9182, loss: 2.9182 2020-06-17 10:46:45,767 - mmaction - INFO - Epoch [32][1720/3134] lr: 0.01000, eta: 1 day, 10:57:04, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5844, loss_cls: 3.0905, loss: 3.0905 2020-06-17 10:46:57,454 - mmaction - INFO - Epoch [32][1740/3134] lr: 0.01000, eta: 1 day, 10:56:53, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5781, loss_cls: 3.1064, loss: 3.1064 2020-06-17 10:47:09,017 - mmaction - INFO - Epoch [32][1760/3134] lr: 0.01000, eta: 1 day, 10:56:41, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3312, top5_acc: 0.6062, loss_cls: 3.0038, loss: 3.0038 2020-06-17 10:47:20,641 - mmaction - INFO - Epoch [32][1780/3134] lr: 0.01000, eta: 1 day, 10:56:29, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5594, loss_cls: 3.2581, loss: 3.2581 2020-06-17 10:47:32,244 - mmaction - INFO - Epoch [32][1800/3134] lr: 0.01000, eta: 1 day, 10:56:17, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5969, loss_cls: 2.9399, loss: 2.9399 2020-06-17 10:47:43,866 - mmaction - INFO - Epoch [32][1820/3134] lr: 0.01000, eta: 1 day, 10:56:05, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6281, loss_cls: 2.8552, loss: 2.8552 2020-06-17 10:47:55,559 - mmaction - INFO - Epoch [32][1840/3134] lr: 0.01000, eta: 1 day, 10:55:53, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3594, top5_acc: 0.5844, loss_cls: 3.0660, loss: 3.0660 2020-06-17 10:48:07,127 - mmaction - INFO - Epoch [32][1860/3134] lr: 0.01000, eta: 1 day, 10:55:41, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5938, loss_cls: 3.1612, loss: 3.1612 2020-06-17 10:48:18,752 - mmaction - INFO - Epoch [32][1880/3134] lr: 0.01000, eta: 1 day, 10:55:29, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6312, loss_cls: 2.9649, loss: 2.9649 2020-06-17 10:48:30,387 - mmaction - INFO - Epoch [32][1900/3134] lr: 0.01000, eta: 1 day, 10:55:17, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5813, loss_cls: 3.1716, loss: 3.1716 2020-06-17 10:48:41,999 - mmaction - INFO - Epoch [32][1920/3134] lr: 0.01000, eta: 1 day, 10:55:05, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6000, loss_cls: 2.9522, loss: 2.9522 2020-06-17 10:48:53,683 - mmaction - INFO - Epoch [32][1940/3134] lr: 0.01000, eta: 1 day, 10:54:53, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6500, loss_cls: 2.8597, loss: 2.8597 2020-06-17 10:49:05,250 - mmaction - INFO - Epoch [32][1960/3134] lr: 0.01000, eta: 1 day, 10:54:41, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5844, loss_cls: 2.9851, loss: 2.9851 2020-06-17 10:49:16,935 - mmaction - INFO - Epoch [32][1980/3134] lr: 0.01000, eta: 1 day, 10:54:29, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6219, loss_cls: 2.9269, loss: 2.9269 2020-06-17 10:49:28,605 - mmaction - INFO - Epoch [32][2000/3134] lr: 0.01000, eta: 1 day, 10:54:17, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5813, loss_cls: 3.0427, loss: 3.0427 2020-06-17 10:49:40,171 - mmaction - INFO - Epoch [32][2020/3134] lr: 0.01000, eta: 1 day, 10:54:05, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6344, loss_cls: 2.8189, loss: 2.8189 2020-06-17 10:49:51,742 - mmaction - INFO - Epoch [32][2040/3134] lr: 0.01000, eta: 1 day, 10:53:53, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.3656, top5_acc: 0.5875, loss_cls: 3.0166, loss: 3.0166 2020-06-17 10:50:03,478 - mmaction - INFO - Epoch [32][2060/3134] lr: 0.01000, eta: 1 day, 10:53:41, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5844, loss_cls: 2.9567, loss: 2.9567 2020-06-17 10:50:15,096 - mmaction - INFO - Epoch [32][2080/3134] lr: 0.01000, eta: 1 day, 10:53:29, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6125, loss_cls: 2.9725, loss: 2.9725 2020-06-17 10:50:26,738 - mmaction - INFO - Epoch [32][2100/3134] lr: 0.01000, eta: 1 day, 10:53:17, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3312, top5_acc: 0.6062, loss_cls: 3.0975, loss: 3.0975 2020-06-17 10:50:38,357 - mmaction - INFO - Epoch [32][2120/3134] lr: 0.01000, eta: 1 day, 10:53:05, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5906, loss_cls: 3.0096, loss: 3.0096 2020-06-17 10:50:49,918 - mmaction - INFO - Epoch [32][2140/3134] lr: 0.01000, eta: 1 day, 10:52:53, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5594, loss_cls: 3.1287, loss: 3.1287 2020-06-17 10:51:01,505 - mmaction - INFO - Epoch [32][2160/3134] lr: 0.01000, eta: 1 day, 10:52:41, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5906, loss_cls: 3.0699, loss: 3.0699 2020-06-17 10:51:13,088 - mmaction - INFO - Epoch [32][2180/3134] lr: 0.01000, eta: 1 day, 10:52:29, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5656, loss_cls: 3.2271, loss: 3.2271 2020-06-17 10:51:24,674 - mmaction - INFO - Epoch [32][2200/3134] lr: 0.01000, eta: 1 day, 10:52:17, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5906, loss_cls: 3.0721, loss: 3.0721 2020-06-17 10:51:36,233 - mmaction - INFO - Epoch [32][2220/3134] lr: 0.01000, eta: 1 day, 10:52:05, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6281, loss_cls: 2.9331, loss: 2.9331 2020-06-17 10:51:47,808 - mmaction - INFO - Epoch [32][2240/3134] lr: 0.01000, eta: 1 day, 10:51:53, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5781, loss_cls: 3.0898, loss: 3.0898 2020-06-17 10:51:59,393 - mmaction - INFO - Epoch [32][2260/3134] lr: 0.01000, eta: 1 day, 10:51:41, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6000, loss_cls: 2.9908, loss: 2.9908 2020-06-17 10:52:11,010 - mmaction - INFO - Epoch [32][2280/3134] lr: 0.01000, eta: 1 day, 10:51:29, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6156, loss_cls: 2.9300, loss: 2.9300 2020-06-17 10:52:22,729 - mmaction - INFO - Epoch [32][2300/3134] lr: 0.01000, eta: 1 day, 10:51:17, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6188, loss_cls: 3.0030, loss: 3.0030 2020-06-17 10:52:34,351 - mmaction - INFO - Epoch [32][2320/3134] lr: 0.01000, eta: 1 day, 10:51:05, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6281, loss_cls: 2.8839, loss: 2.8839 2020-06-17 10:52:45,881 - mmaction - INFO - Epoch [32][2340/3134] lr: 0.01000, eta: 1 day, 10:50:53, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.4031, top5_acc: 0.6687, loss_cls: 2.8342, loss: 2.8342 2020-06-17 10:52:57,482 - mmaction - INFO - Epoch [32][2360/3134] lr: 0.01000, eta: 1 day, 10:50:41, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5813, loss_cls: 2.9520, loss: 2.9520 2020-06-17 10:53:09,137 - mmaction - INFO - Epoch [32][2380/3134] lr: 0.01000, eta: 1 day, 10:50:29, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3844, top5_acc: 0.6125, loss_cls: 2.9546, loss: 2.9546 2020-06-17 10:53:20,784 - mmaction - INFO - Epoch [32][2400/3134] lr: 0.01000, eta: 1 day, 10:50:17, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5750, loss_cls: 3.1161, loss: 3.1161 2020-06-17 10:53:32,492 - mmaction - INFO - Epoch [32][2420/3134] lr: 0.01000, eta: 1 day, 10:50:06, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6125, loss_cls: 2.9041, loss: 2.9041 2020-06-17 10:53:44,132 - mmaction - INFO - Epoch [32][2440/3134] lr: 0.01000, eta: 1 day, 10:49:54, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6125, loss_cls: 2.9612, loss: 2.9612 2020-06-17 10:53:55,763 - mmaction - INFO - Epoch [32][2460/3134] lr: 0.01000, eta: 1 day, 10:49:42, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3219, top5_acc: 0.6094, loss_cls: 2.9652, loss: 2.9652 2020-06-17 10:54:07,305 - mmaction - INFO - Epoch [32][2480/3134] lr: 0.01000, eta: 1 day, 10:49:30, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3719, top5_acc: 0.5906, loss_cls: 2.9743, loss: 2.9743 2020-06-17 10:54:18,980 - mmaction - INFO - Epoch [32][2500/3134] lr: 0.01000, eta: 1 day, 10:49:18, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6219, loss_cls: 3.0432, loss: 3.0432 2020-06-17 10:54:30,548 - mmaction - INFO - Epoch [32][2520/3134] lr: 0.01000, eta: 1 day, 10:49:06, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3312, top5_acc: 0.6000, loss_cls: 3.1415, loss: 3.1415 2020-06-17 10:54:42,135 - mmaction - INFO - Epoch [32][2540/3134] lr: 0.01000, eta: 1 day, 10:48:54, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5875, loss_cls: 3.0687, loss: 3.0687 2020-06-17 10:54:53,764 - mmaction - INFO - Epoch [32][2560/3134] lr: 0.01000, eta: 1 day, 10:48:42, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3187, top5_acc: 0.6062, loss_cls: 3.1046, loss: 3.1046 2020-06-17 10:55:05,363 - mmaction - INFO - Epoch [32][2580/3134] lr: 0.01000, eta: 1 day, 10:48:30, time: 0.583, data_time: 0.005, memory: 8339, top1_acc: 0.3156, top5_acc: 0.6500, loss_cls: 2.9895, loss: 2.9895 2020-06-17 10:55:16,896 - mmaction - INFO - Epoch [32][2600/3134] lr: 0.01000, eta: 1 day, 10:48:18, time: 0.576, data_time: 0.000, memory: 8339, top1_acc: 0.3812, top5_acc: 0.6344, loss_cls: 2.7970, loss: 2.7970 2020-06-17 10:55:28,525 - mmaction - INFO - Epoch [32][2620/3134] lr: 0.01000, eta: 1 day, 10:48:06, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6125, loss_cls: 3.0187, loss: 3.0187 2020-06-17 10:55:40,249 - mmaction - INFO - Epoch [32][2640/3134] lr: 0.01000, eta: 1 day, 10:47:54, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.3156, top5_acc: 0.6312, loss_cls: 3.0181, loss: 3.0181 2020-06-17 10:55:51,852 - mmaction - INFO - Epoch [32][2660/3134] lr: 0.01000, eta: 1 day, 10:47:42, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5969, loss_cls: 3.0386, loss: 3.0386 2020-06-17 10:56:03,486 - mmaction - INFO - Epoch [32][2680/3134] lr: 0.01000, eta: 1 day, 10:47:30, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3812, top5_acc: 0.5969, loss_cls: 3.0032, loss: 3.0032 2020-06-17 10:56:15,064 - mmaction - INFO - Epoch [32][2700/3134] lr: 0.01000, eta: 1 day, 10:47:18, time: 0.579, data_time: 0.004, memory: 8339, top1_acc: 0.3063, top5_acc: 0.6094, loss_cls: 3.1138, loss: 3.1138 2020-06-17 10:56:26,680 - mmaction - INFO - Epoch [32][2720/3134] lr: 0.01000, eta: 1 day, 10:47:06, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.6031, loss_cls: 3.0325, loss: 3.0325 2020-06-17 10:56:38,250 - mmaction - INFO - Epoch [32][2740/3134] lr: 0.01000, eta: 1 day, 10:46:54, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3125, top5_acc: 0.6406, loss_cls: 3.0002, loss: 3.0002 2020-06-17 10:56:49,875 - mmaction - INFO - Epoch [32][2760/3134] lr: 0.01000, eta: 1 day, 10:46:42, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6219, loss_cls: 2.8776, loss: 2.8776 2020-06-17 10:57:01,521 - mmaction - INFO - Epoch [32][2780/3134] lr: 0.01000, eta: 1 day, 10:46:30, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6062, loss_cls: 2.9654, loss: 2.9654 2020-06-17 10:57:13,054 - mmaction - INFO - Epoch [32][2800/3134] lr: 0.01000, eta: 1 day, 10:46:18, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6000, loss_cls: 3.0168, loss: 3.0168 2020-06-17 10:57:24,701 - mmaction - INFO - Epoch [32][2820/3134] lr: 0.01000, eta: 1 day, 10:46:06, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5656, loss_cls: 3.2332, loss: 3.2332 2020-06-17 10:57:36,326 - mmaction - INFO - Epoch [32][2840/3134] lr: 0.01000, eta: 1 day, 10:45:54, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5844, loss_cls: 3.1687, loss: 3.1687 2020-06-17 10:57:47,979 - mmaction - INFO - Epoch [32][2860/3134] lr: 0.01000, eta: 1 day, 10:45:42, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5656, loss_cls: 3.0421, loss: 3.0421 2020-06-17 10:57:59,586 - mmaction - INFO - Epoch [32][2880/3134] lr: 0.01000, eta: 1 day, 10:45:30, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3156, top5_acc: 0.6031, loss_cls: 3.0023, loss: 3.0023 2020-06-17 10:58:11,173 - mmaction - INFO - Epoch [32][2900/3134] lr: 0.01000, eta: 1 day, 10:45:18, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6156, loss_cls: 2.9056, loss: 2.9056 2020-06-17 10:58:22,807 - mmaction - INFO - Epoch [32][2920/3134] lr: 0.01000, eta: 1 day, 10:45:06, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5781, loss_cls: 3.1656, loss: 3.1656 2020-06-17 10:58:34,386 - mmaction - INFO - Epoch [32][2940/3134] lr: 0.01000, eta: 1 day, 10:44:54, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5781, loss_cls: 3.0703, loss: 3.0703 2020-06-17 10:58:45,972 - mmaction - INFO - Epoch [32][2960/3134] lr: 0.01000, eta: 1 day, 10:44:42, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5750, loss_cls: 3.2271, loss: 3.2271 2020-06-17 10:58:57,519 - mmaction - INFO - Epoch [32][2980/3134] lr: 0.01000, eta: 1 day, 10:44:30, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5969, loss_cls: 3.0751, loss: 3.0751 2020-06-17 10:59:09,198 - mmaction - INFO - Epoch [32][3000/3134] lr: 0.01000, eta: 1 day, 10:44:18, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5906, loss_cls: 3.0345, loss: 3.0345 2020-06-17 10:59:20,837 - mmaction - INFO - Epoch [32][3020/3134] lr: 0.01000, eta: 1 day, 10:44:06, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5875, loss_cls: 3.1401, loss: 3.1401 2020-06-17 10:59:32,421 - mmaction - INFO - Epoch [32][3040/3134] lr: 0.01000, eta: 1 day, 10:43:54, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6031, loss_cls: 2.9918, loss: 2.9918 2020-06-17 10:59:44,061 - mmaction - INFO - Epoch [32][3060/3134] lr: 0.01000, eta: 1 day, 10:43:42, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5750, loss_cls: 3.0279, loss: 3.0279 2020-06-17 10:59:55,653 - mmaction - INFO - Epoch [32][3080/3134] lr: 0.01000, eta: 1 day, 10:43:30, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3844, top5_acc: 0.6469, loss_cls: 2.7923, loss: 2.7923 2020-06-17 11:00:10,777 - mmaction - INFO - Epoch [32][3100/3134] lr: 0.01000, eta: 1 day, 10:43:25, time: 0.739, data_time: 0.003, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5437, loss_cls: 3.0306, loss: 3.0306 2020-06-17 11:00:23,100 - mmaction - INFO - Epoch [32][3120/3134] lr: 0.01000, eta: 1 day, 10:43:15, time: 0.633, data_time: 0.031, memory: 8339, top1_acc: 0.3719, top5_acc: 0.5875, loss_cls: 3.0185, loss: 3.0185 2020-06-17 11:01:00,749 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-17 11:01:02,009 - mmaction - INFO - top1_acc 0.2459 top5_acc 0.4905 2020-06-17 11:01:02,026 - mmaction - INFO - Epoch [32][3134/3134] lr: 0.01000, top1_acc: 0.2459, top5_acc: 0.4905 2020-06-17 11:01:17,439 - mmaction - INFO - Epoch [33][20/3134] lr: 0.01000, eta: 1 day, 10:42:46, time: 0.770, data_time: 0.196, memory: 8339, top1_acc: 0.3250, top5_acc: 0.6188, loss_cls: 2.9955, loss: 2.9955 2020-06-17 11:01:29,075 - mmaction - INFO - Epoch [33][40/3134] lr: 0.01000, eta: 1 day, 10:42:34, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6406, loss_cls: 2.7365, loss: 2.7365 2020-06-17 11:01:40,645 - mmaction - INFO - Epoch [33][60/3134] lr: 0.01000, eta: 1 day, 10:42:22, time: 0.582, data_time: 0.005, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6156, loss_cls: 2.9265, loss: 2.9265 2020-06-17 11:01:52,200 - mmaction - INFO - Epoch [33][80/3134] lr: 0.01000, eta: 1 day, 10:42:10, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6438, loss_cls: 2.7765, loss: 2.7765 2020-06-17 11:02:03,846 - mmaction - INFO - Epoch [33][100/3134] lr: 0.01000, eta: 1 day, 10:41:58, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3844, top5_acc: 0.6406, loss_cls: 2.7975, loss: 2.7975 2020-06-17 11:02:15,554 - mmaction - INFO - Epoch [33][120/3134] lr: 0.01000, eta: 1 day, 10:41:46, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5938, loss_cls: 3.0674, loss: 3.0674 2020-06-17 11:02:27,195 - mmaction - INFO - Epoch [33][140/3134] lr: 0.01000, eta: 1 day, 10:41:34, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6000, loss_cls: 2.9751, loss: 2.9751 2020-06-17 11:02:38,850 - mmaction - INFO - Epoch [33][160/3134] lr: 0.01000, eta: 1 day, 10:41:22, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3219, top5_acc: 0.6062, loss_cls: 3.0126, loss: 3.0126 2020-06-17 11:02:50,484 - mmaction - INFO - Epoch [33][180/3134] lr: 0.01000, eta: 1 day, 10:41:10, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5781, loss_cls: 3.0686, loss: 3.0686 2020-06-17 11:03:02,105 - mmaction - INFO - Epoch [33][200/3134] lr: 0.01000, eta: 1 day, 10:40:58, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6375, loss_cls: 2.8457, loss: 2.8457 2020-06-17 11:03:13,751 - mmaction - INFO - Epoch [33][220/3134] lr: 0.01000, eta: 1 day, 10:40:46, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6875, loss_cls: 2.5913, loss: 2.5913 2020-06-17 11:03:25,281 - mmaction - INFO - Epoch [33][240/3134] lr: 0.01000, eta: 1 day, 10:40:34, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5781, loss_cls: 3.1357, loss: 3.1357 2020-06-17 11:03:36,891 - mmaction - INFO - Epoch [33][260/3134] lr: 0.01000, eta: 1 day, 10:40:22, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6156, loss_cls: 2.9632, loss: 2.9632 2020-06-17 11:03:48,509 - mmaction - INFO - Epoch [33][280/3134] lr: 0.01000, eta: 1 day, 10:40:10, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6344, loss_cls: 2.8296, loss: 2.8296 2020-06-17 11:04:00,043 - mmaction - INFO - Epoch [33][300/3134] lr: 0.01000, eta: 1 day, 10:39:58, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6062, loss_cls: 2.9944, loss: 2.9944 2020-06-17 11:04:11,710 - mmaction - INFO - Epoch [33][320/3134] lr: 0.01000, eta: 1 day, 10:39:46, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3969, top5_acc: 0.6656, loss_cls: 2.7366, loss: 2.7366 2020-06-17 11:04:23,346 - mmaction - INFO - Epoch [33][340/3134] lr: 0.01000, eta: 1 day, 10:39:34, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3812, top5_acc: 0.6312, loss_cls: 2.8806, loss: 2.8806 2020-06-17 11:04:34,915 - mmaction - INFO - Epoch [33][360/3134] lr: 0.01000, eta: 1 day, 10:39:22, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5844, loss_cls: 3.0002, loss: 3.0002 2020-06-17 11:04:46,549 - mmaction - INFO - Epoch [33][380/3134] lr: 0.01000, eta: 1 day, 10:39:10, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6406, loss_cls: 2.8339, loss: 2.8339 2020-06-17 11:04:58,204 - mmaction - INFO - Epoch [33][400/3134] lr: 0.01000, eta: 1 day, 10:38:58, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5563, loss_cls: 3.0999, loss: 3.0999 2020-06-17 11:05:09,863 - mmaction - INFO - Epoch [33][420/3134] lr: 0.01000, eta: 1 day, 10:38:46, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5813, loss_cls: 3.1156, loss: 3.1156 2020-06-17 11:05:21,464 - mmaction - INFO - Epoch [33][440/3134] lr: 0.01000, eta: 1 day, 10:38:34, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5750, loss_cls: 3.1112, loss: 3.1112 2020-06-17 11:05:33,057 - mmaction - INFO - Epoch [33][460/3134] lr: 0.01000, eta: 1 day, 10:38:22, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6125, loss_cls: 2.9534, loss: 2.9534 2020-06-17 11:05:44,649 - mmaction - INFO - Epoch [33][480/3134] lr: 0.01000, eta: 1 day, 10:38:10, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6312, loss_cls: 2.9559, loss: 2.9559 2020-06-17 11:05:56,348 - mmaction - INFO - Epoch [33][500/3134] lr: 0.01000, eta: 1 day, 10:37:59, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6156, loss_cls: 2.9789, loss: 2.9789 2020-06-17 11:06:07,922 - mmaction - INFO - Epoch [33][520/3134] lr: 0.01000, eta: 1 day, 10:37:47, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5469, loss_cls: 3.0935, loss: 3.0935 2020-06-17 11:06:19,532 - mmaction - INFO - Epoch [33][540/3134] lr: 0.01000, eta: 1 day, 10:37:35, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5813, loss_cls: 3.0394, loss: 3.0394 2020-06-17 11:06:31,121 - mmaction - INFO - Epoch [33][560/3134] lr: 0.01000, eta: 1 day, 10:37:23, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6312, loss_cls: 2.9490, loss: 2.9490 2020-06-17 11:06:42,751 - mmaction - INFO - Epoch [33][580/3134] lr: 0.01000, eta: 1 day, 10:37:11, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5625, loss_cls: 3.2124, loss: 3.2124 2020-06-17 11:06:54,429 - mmaction - INFO - Epoch [33][600/3134] lr: 0.01000, eta: 1 day, 10:36:59, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6312, loss_cls: 2.8785, loss: 2.8785 2020-06-17 11:07:06,085 - mmaction - INFO - Epoch [33][620/3134] lr: 0.01000, eta: 1 day, 10:36:47, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5375, loss_cls: 3.1169, loss: 3.1169 2020-06-17 11:07:17,744 - mmaction - INFO - Epoch [33][640/3134] lr: 0.01000, eta: 1 day, 10:36:35, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6000, loss_cls: 2.9636, loss: 2.9636 2020-06-17 11:07:29,277 - mmaction - INFO - Epoch [33][660/3134] lr: 0.01000, eta: 1 day, 10:36:23, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5906, loss_cls: 3.0537, loss: 3.0537 2020-06-17 11:07:40,961 - mmaction - INFO - Epoch [33][680/3134] lr: 0.01000, eta: 1 day, 10:36:11, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5813, loss_cls: 2.9866, loss: 2.9866 2020-06-17 11:07:52,530 - mmaction - INFO - Epoch [33][700/3134] lr: 0.01000, eta: 1 day, 10:35:59, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6188, loss_cls: 2.9178, loss: 2.9178 2020-06-17 11:08:04,183 - mmaction - INFO - Epoch [33][720/3134] lr: 0.01000, eta: 1 day, 10:35:47, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3219, top5_acc: 0.6094, loss_cls: 3.0946, loss: 3.0946 2020-06-17 11:08:15,795 - mmaction - INFO - Epoch [33][740/3134] lr: 0.01000, eta: 1 day, 10:35:35, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6219, loss_cls: 2.8504, loss: 2.8504 2020-06-17 11:08:27,390 - mmaction - INFO - Epoch [33][760/3134] lr: 0.01000, eta: 1 day, 10:35:23, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5844, loss_cls: 3.1765, loss: 3.1765 2020-06-17 11:08:39,030 - mmaction - INFO - Epoch [33][780/3134] lr: 0.01000, eta: 1 day, 10:35:11, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3312, top5_acc: 0.6094, loss_cls: 3.0294, loss: 3.0294 2020-06-17 11:08:50,605 - mmaction - INFO - Epoch [33][800/3134] lr: 0.01000, eta: 1 day, 10:34:59, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6156, loss_cls: 2.9177, loss: 2.9177 2020-06-17 11:09:02,179 - mmaction - INFO - Epoch [33][820/3134] lr: 0.01000, eta: 1 day, 10:34:47, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6000, loss_cls: 2.9883, loss: 2.9883 2020-06-17 11:09:13,762 - mmaction - INFO - Epoch [33][840/3134] lr: 0.01000, eta: 1 day, 10:34:35, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6375, loss_cls: 2.7786, loss: 2.7786 2020-06-17 11:09:25,366 - mmaction - INFO - Epoch [33][860/3134] lr: 0.01000, eta: 1 day, 10:34:23, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5563, loss_cls: 3.1414, loss: 3.1414 2020-06-17 11:09:36,927 - mmaction - INFO - Epoch [33][880/3134] lr: 0.01000, eta: 1 day, 10:34:11, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5844, loss_cls: 3.0757, loss: 3.0757 2020-06-17 11:09:48,584 - mmaction - INFO - Epoch [33][900/3134] lr: 0.01000, eta: 1 day, 10:33:59, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6094, loss_cls: 3.0431, loss: 3.0431 2020-06-17 11:10:00,147 - mmaction - INFO - Epoch [33][920/3134] lr: 0.01000, eta: 1 day, 10:33:47, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5625, loss_cls: 3.1277, loss: 3.1277 2020-06-17 11:10:11,866 - mmaction - INFO - Epoch [33][940/3134] lr: 0.01000, eta: 1 day, 10:33:35, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6094, loss_cls: 2.9419, loss: 2.9419 2020-06-17 11:10:23,496 - mmaction - INFO - Epoch [33][960/3134] lr: 0.01000, eta: 1 day, 10:33:23, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6188, loss_cls: 2.9414, loss: 2.9414 2020-06-17 11:10:35,133 - mmaction - INFO - Epoch [33][980/3134] lr: 0.01000, eta: 1 day, 10:33:12, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5781, loss_cls: 3.1080, loss: 3.1080 2020-06-17 11:10:46,789 - mmaction - INFO - Epoch [33][1000/3134] lr: 0.01000, eta: 1 day, 10:33:00, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5844, loss_cls: 3.0512, loss: 3.0512 2020-06-17 11:10:58,390 - mmaction - INFO - Epoch [33][1020/3134] lr: 0.01000, eta: 1 day, 10:32:48, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6188, loss_cls: 2.9604, loss: 2.9604 2020-06-17 11:11:09,915 - mmaction - INFO - Epoch [33][1040/3134] lr: 0.01000, eta: 1 day, 10:32:35, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3844, top5_acc: 0.5969, loss_cls: 2.9362, loss: 2.9362 2020-06-17 11:11:21,524 - mmaction - INFO - Epoch [33][1060/3134] lr: 0.01000, eta: 1 day, 10:32:24, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5813, loss_cls: 2.9923, loss: 2.9923 2020-06-17 11:11:33,224 - mmaction - INFO - Epoch [33][1080/3134] lr: 0.01000, eta: 1 day, 10:32:12, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5938, loss_cls: 3.1396, loss: 3.1396 2020-06-17 11:11:44,816 - mmaction - INFO - Epoch [33][1100/3134] lr: 0.01000, eta: 1 day, 10:32:00, time: 0.583, data_time: 0.005, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5969, loss_cls: 2.9820, loss: 2.9820 2020-06-17 11:11:56,489 - mmaction - INFO - Epoch [33][1120/3134] lr: 0.01000, eta: 1 day, 10:31:48, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6094, loss_cls: 2.9618, loss: 2.9618 2020-06-17 11:12:08,077 - mmaction - INFO - Epoch [33][1140/3134] lr: 0.01000, eta: 1 day, 10:31:36, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3937, top5_acc: 0.6250, loss_cls: 2.9602, loss: 2.9602 2020-06-17 11:12:19,714 - mmaction - INFO - Epoch [33][1160/3134] lr: 0.01000, eta: 1 day, 10:31:24, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5875, loss_cls: 3.1835, loss: 3.1835 2020-06-17 11:12:31,306 - mmaction - INFO - Epoch [33][1180/3134] lr: 0.01000, eta: 1 day, 10:31:12, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5844, loss_cls: 3.0066, loss: 3.0066 2020-06-17 11:12:42,951 - mmaction - INFO - Epoch [33][1200/3134] lr: 0.01000, eta: 1 day, 10:31:00, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5875, loss_cls: 2.9941, loss: 2.9941 2020-06-17 11:12:54,587 - mmaction - INFO - Epoch [33][1220/3134] lr: 0.01000, eta: 1 day, 10:30:48, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6281, loss_cls: 2.8511, loss: 2.8511 2020-06-17 11:13:06,220 - mmaction - INFO - Epoch [33][1240/3134] lr: 0.01000, eta: 1 day, 10:30:36, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.3688, top5_acc: 0.5969, loss_cls: 2.8478, loss: 2.8478 2020-06-17 11:13:17,857 - mmaction - INFO - Epoch [33][1260/3134] lr: 0.01000, eta: 1 day, 10:30:24, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5844, loss_cls: 2.9880, loss: 2.9880 2020-06-17 11:13:29,510 - mmaction - INFO - Epoch [33][1280/3134] lr: 0.01000, eta: 1 day, 10:30:12, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4062, top5_acc: 0.6188, loss_cls: 2.8799, loss: 2.8799 2020-06-17 11:13:41,161 - mmaction - INFO - Epoch [33][1300/3134] lr: 0.01000, eta: 1 day, 10:30:00, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5625, loss_cls: 3.1288, loss: 3.1288 2020-06-17 11:13:52,858 - mmaction - INFO - Epoch [33][1320/3134] lr: 0.01000, eta: 1 day, 10:29:49, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6094, loss_cls: 2.9275, loss: 2.9275 2020-06-17 11:14:04,481 - mmaction - INFO - Epoch [33][1340/3134] lr: 0.01000, eta: 1 day, 10:29:37, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6094, loss_cls: 3.0196, loss: 3.0196 2020-06-17 11:14:16,154 - mmaction - INFO - Epoch [33][1360/3134] lr: 0.01000, eta: 1 day, 10:29:25, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6250, loss_cls: 2.9690, loss: 2.9690 2020-06-17 11:14:27,801 - mmaction - INFO - Epoch [33][1380/3134] lr: 0.01000, eta: 1 day, 10:29:13, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5687, loss_cls: 3.1442, loss: 3.1442 2020-06-17 11:14:39,441 - mmaction - INFO - Epoch [33][1400/3134] lr: 0.01000, eta: 1 day, 10:29:01, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3812, top5_acc: 0.6562, loss_cls: 2.8463, loss: 2.8463 2020-06-17 11:14:51,020 - mmaction - INFO - Epoch [33][1420/3134] lr: 0.01000, eta: 1 day, 10:28:49, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5969, loss_cls: 3.0555, loss: 3.0555 2020-06-17 11:15:02,618 - mmaction - INFO - Epoch [33][1440/3134] lr: 0.01000, eta: 1 day, 10:28:37, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5844, loss_cls: 3.0078, loss: 3.0078 2020-06-17 11:15:14,174 - mmaction - INFO - Epoch [33][1460/3134] lr: 0.01000, eta: 1 day, 10:28:25, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6375, loss_cls: 2.8180, loss: 2.8180 2020-06-17 11:15:25,771 - mmaction - INFO - Epoch [33][1480/3134] lr: 0.01000, eta: 1 day, 10:28:13, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6250, loss_cls: 3.0143, loss: 3.0143 2020-06-17 11:15:37,397 - mmaction - INFO - Epoch [33][1500/3134] lr: 0.01000, eta: 1 day, 10:28:01, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6062, loss_cls: 3.0208, loss: 3.0208 2020-06-17 11:15:49,001 - mmaction - INFO - Epoch [33][1520/3134] lr: 0.01000, eta: 1 day, 10:27:49, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6156, loss_cls: 2.8274, loss: 2.8274 2020-06-17 11:16:00,563 - mmaction - INFO - Epoch [33][1540/3134] lr: 0.01000, eta: 1 day, 10:27:37, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5625, loss_cls: 3.1182, loss: 3.1182 2020-06-17 11:16:12,199 - mmaction - INFO - Epoch [33][1560/3134] lr: 0.01000, eta: 1 day, 10:27:25, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6469, loss_cls: 2.8043, loss: 2.8043 2020-06-17 11:16:23,880 - mmaction - INFO - Epoch [33][1580/3134] lr: 0.01000, eta: 1 day, 10:27:13, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5813, loss_cls: 3.0715, loss: 3.0715 2020-06-17 11:16:35,554 - mmaction - INFO - Epoch [33][1600/3134] lr: 0.01000, eta: 1 day, 10:27:01, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3719, top5_acc: 0.5969, loss_cls: 2.9826, loss: 2.9826 2020-06-17 11:16:47,146 - mmaction - INFO - Epoch [33][1620/3134] lr: 0.01000, eta: 1 day, 10:26:49, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5906, loss_cls: 3.0845, loss: 3.0845 2020-06-17 11:16:58,720 - mmaction - INFO - Epoch [33][1640/3134] lr: 0.01000, eta: 1 day, 10:26:37, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6156, loss_cls: 2.8892, loss: 2.8892 2020-06-17 11:17:10,332 - mmaction - INFO - Epoch [33][1660/3134] lr: 0.01000, eta: 1 day, 10:26:25, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3156, top5_acc: 0.6406, loss_cls: 3.0137, loss: 3.0137 2020-06-17 11:17:21,995 - mmaction - INFO - Epoch [33][1680/3134] lr: 0.01000, eta: 1 day, 10:26:14, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4062, top5_acc: 0.6375, loss_cls: 2.7790, loss: 2.7790 2020-06-17 11:17:33,713 - mmaction - INFO - Epoch [33][1700/3134] lr: 0.01000, eta: 1 day, 10:26:02, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5938, loss_cls: 3.0255, loss: 3.0255 2020-06-17 11:17:45,332 - mmaction - INFO - Epoch [33][1720/3134] lr: 0.01000, eta: 1 day, 10:25:50, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5906, loss_cls: 3.0696, loss: 3.0696 2020-06-17 11:17:56,912 - mmaction - INFO - Epoch [33][1740/3134] lr: 0.01000, eta: 1 day, 10:25:38, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5906, loss_cls: 3.1406, loss: 3.1406 2020-06-17 11:18:08,665 - mmaction - INFO - Epoch [33][1760/3134] lr: 0.01000, eta: 1 day, 10:25:26, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6031, loss_cls: 2.9683, loss: 2.9683 2020-06-17 11:18:20,281 - mmaction - INFO - Epoch [33][1780/3134] lr: 0.01000, eta: 1 day, 10:25:14, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6219, loss_cls: 2.9548, loss: 2.9548 2020-06-17 11:18:31,972 - mmaction - INFO - Epoch [33][1800/3134] lr: 0.01000, eta: 1 day, 10:25:02, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3594, top5_acc: 0.5656, loss_cls: 3.0007, loss: 3.0007 2020-06-17 11:18:43,635 - mmaction - INFO - Epoch [33][1820/3134] lr: 0.01000, eta: 1 day, 10:24:50, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6188, loss_cls: 2.9948, loss: 2.9948 2020-06-17 11:18:55,195 - mmaction - INFO - Epoch [33][1840/3134] lr: 0.01000, eta: 1 day, 10:24:38, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3906, top5_acc: 0.5938, loss_cls: 2.9524, loss: 2.9524 2020-06-17 11:19:06,923 - mmaction - INFO - Epoch [33][1860/3134] lr: 0.01000, eta: 1 day, 10:24:26, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6000, loss_cls: 2.9416, loss: 2.9416 2020-06-17 11:19:18,539 - mmaction - INFO - Epoch [33][1880/3134] lr: 0.01000, eta: 1 day, 10:24:15, time: 0.586, data_time: 0.007, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6094, loss_cls: 2.8363, loss: 2.8363 2020-06-17 11:19:30,118 - mmaction - INFO - Epoch [33][1900/3134] lr: 0.01000, eta: 1 day, 10:24:03, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5563, loss_cls: 3.0316, loss: 3.0316 2020-06-17 11:19:41,712 - mmaction - INFO - Epoch [33][1920/3134] lr: 0.01000, eta: 1 day, 10:23:51, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5969, loss_cls: 3.0122, loss: 3.0122 2020-06-17 11:19:53,329 - mmaction - INFO - Epoch [33][1940/3134] lr: 0.01000, eta: 1 day, 10:23:39, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5406, loss_cls: 3.1548, loss: 3.1548 2020-06-17 11:20:04,914 - mmaction - INFO - Epoch [33][1960/3134] lr: 0.01000, eta: 1 day, 10:23:27, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3344, top5_acc: 0.6000, loss_cls: 2.9649, loss: 2.9649 2020-06-17 11:20:16,499 - mmaction - INFO - Epoch [33][1980/3134] lr: 0.01000, eta: 1 day, 10:23:15, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6156, loss_cls: 2.9641, loss: 2.9641 2020-06-17 11:20:28,084 - mmaction - INFO - Epoch [33][2000/3134] lr: 0.01000, eta: 1 day, 10:23:03, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6031, loss_cls: 2.9775, loss: 2.9775 2020-06-17 11:20:39,712 - mmaction - INFO - Epoch [33][2020/3134] lr: 0.01000, eta: 1 day, 10:22:51, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6062, loss_cls: 2.8671, loss: 2.8671 2020-06-17 11:20:51,315 - mmaction - INFO - Epoch [33][2040/3134] lr: 0.01000, eta: 1 day, 10:22:39, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6219, loss_cls: 2.8267, loss: 2.8267 2020-06-17 11:21:02,953 - mmaction - INFO - Epoch [33][2060/3134] lr: 0.01000, eta: 1 day, 10:22:27, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5437, loss_cls: 3.1420, loss: 3.1420 2020-06-17 11:21:14,632 - mmaction - INFO - Epoch [33][2080/3134] lr: 0.01000, eta: 1 day, 10:22:15, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3094, top5_acc: 0.6188, loss_cls: 3.0137, loss: 3.0137 2020-06-17 11:21:26,223 - mmaction - INFO - Epoch [33][2100/3134] lr: 0.01000, eta: 1 day, 10:22:03, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5969, loss_cls: 3.1132, loss: 3.1132 2020-06-17 11:21:37,886 - mmaction - INFO - Epoch [33][2120/3134] lr: 0.01000, eta: 1 day, 10:21:51, time: 0.582, data_time: 0.000, memory: 8339, top1_acc: 0.3344, top5_acc: 0.6344, loss_cls: 2.9162, loss: 2.9162 2020-06-17 11:21:49,531 - mmaction - INFO - Epoch [33][2140/3134] lr: 0.01000, eta: 1 day, 10:21:39, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6531, loss_cls: 2.7832, loss: 2.7832 2020-06-17 11:22:01,051 - mmaction - INFO - Epoch [33][2160/3134] lr: 0.01000, eta: 1 day, 10:21:27, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.4000, top5_acc: 0.6375, loss_cls: 2.7700, loss: 2.7700 2020-06-17 11:22:12,701 - mmaction - INFO - Epoch [33][2180/3134] lr: 0.01000, eta: 1 day, 10:21:15, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3250, top5_acc: 0.6094, loss_cls: 2.9922, loss: 2.9922 2020-06-17 11:22:24,225 - mmaction - INFO - Epoch [33][2200/3134] lr: 0.01000, eta: 1 day, 10:21:03, time: 0.576, data_time: 0.000, memory: 8339, top1_acc: 0.3812, top5_acc: 0.6125, loss_cls: 2.9364, loss: 2.9364 2020-06-17 11:22:35,807 - mmaction - INFO - Epoch [33][2220/3134] lr: 0.01000, eta: 1 day, 10:20:51, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3250, top5_acc: 0.6031, loss_cls: 3.1462, loss: 3.1462 2020-06-17 11:22:47,446 - mmaction - INFO - Epoch [33][2240/3134] lr: 0.01000, eta: 1 day, 10:20:39, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5750, loss_cls: 3.1636, loss: 3.1636 2020-06-17 11:22:59,058 - mmaction - INFO - Epoch [33][2260/3134] lr: 0.01000, eta: 1 day, 10:20:27, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6250, loss_cls: 2.9299, loss: 2.9299 2020-06-17 11:23:10,689 - mmaction - INFO - Epoch [33][2280/3134] lr: 0.01000, eta: 1 day, 10:20:15, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5938, loss_cls: 3.1270, loss: 3.1270 2020-06-17 11:23:22,301 - mmaction - INFO - Epoch [33][2300/3134] lr: 0.01000, eta: 1 day, 10:20:03, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5938, loss_cls: 3.0790, loss: 3.0790 2020-06-17 11:23:33,938 - mmaction - INFO - Epoch [33][2320/3134] lr: 0.01000, eta: 1 day, 10:19:51, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3969, top5_acc: 0.6156, loss_cls: 2.8634, loss: 2.8634 2020-06-17 11:23:45,565 - mmaction - INFO - Epoch [33][2340/3134] lr: 0.01000, eta: 1 day, 10:19:39, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.2875, top5_acc: 0.5687, loss_cls: 3.1080, loss: 3.1080 2020-06-17 11:23:57,215 - mmaction - INFO - Epoch [33][2360/3134] lr: 0.01000, eta: 1 day, 10:19:28, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3844, top5_acc: 0.6188, loss_cls: 2.9444, loss: 2.9444 2020-06-17 11:24:08,814 - mmaction - INFO - Epoch [33][2380/3134] lr: 0.01000, eta: 1 day, 10:19:16, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6062, loss_cls: 2.9512, loss: 2.9512 2020-06-17 11:24:20,393 - mmaction - INFO - Epoch [33][2400/3134] lr: 0.01000, eta: 1 day, 10:19:04, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5813, loss_cls: 3.1043, loss: 3.1043 2020-06-17 11:24:31,933 - mmaction - INFO - Epoch [33][2420/3134] lr: 0.01000, eta: 1 day, 10:18:51, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6375, loss_cls: 2.8291, loss: 2.8291 2020-06-17 11:24:43,571 - mmaction - INFO - Epoch [33][2440/3134] lr: 0.01000, eta: 1 day, 10:18:40, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5906, loss_cls: 3.0570, loss: 3.0570 2020-06-17 11:24:55,240 - mmaction - INFO - Epoch [33][2460/3134] lr: 0.01000, eta: 1 day, 10:18:28, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5781, loss_cls: 3.0245, loss: 3.0245 2020-06-17 11:25:06,873 - mmaction - INFO - Epoch [33][2480/3134] lr: 0.01000, eta: 1 day, 10:18:16, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5656, loss_cls: 3.0496, loss: 3.0496 2020-06-17 11:25:18,453 - mmaction - INFO - Epoch [33][2500/3134] lr: 0.01000, eta: 1 day, 10:18:04, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.3656, top5_acc: 0.5750, loss_cls: 3.0952, loss: 3.0952 2020-06-17 11:25:30,088 - mmaction - INFO - Epoch [33][2520/3134] lr: 0.01000, eta: 1 day, 10:17:52, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5906, loss_cls: 3.1543, loss: 3.1543 2020-06-17 11:25:41,770 - mmaction - INFO - Epoch [33][2540/3134] lr: 0.01000, eta: 1 day, 10:17:40, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6125, loss_cls: 3.0066, loss: 3.0066 2020-06-17 11:25:53,317 - mmaction - INFO - Epoch [33][2560/3134] lr: 0.01000, eta: 1 day, 10:17:28, time: 0.579, data_time: 0.004, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5875, loss_cls: 2.9742, loss: 2.9742 2020-06-17 11:26:04,957 - mmaction - INFO - Epoch [33][2580/3134] lr: 0.01000, eta: 1 day, 10:17:16, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6188, loss_cls: 3.0989, loss: 3.0989 2020-06-17 11:26:16,581 - mmaction - INFO - Epoch [33][2600/3134] lr: 0.01000, eta: 1 day, 10:17:04, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6344, loss_cls: 2.9617, loss: 2.9617 2020-06-17 11:26:28,219 - mmaction - INFO - Epoch [33][2620/3134] lr: 0.01000, eta: 1 day, 10:16:52, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3312, top5_acc: 0.6656, loss_cls: 3.0606, loss: 3.0606 2020-06-17 11:26:39,794 - mmaction - INFO - Epoch [33][2640/3134] lr: 0.01000, eta: 1 day, 10:16:40, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6094, loss_cls: 2.9781, loss: 2.9781 2020-06-17 11:26:51,420 - mmaction - INFO - Epoch [33][2660/3134] lr: 0.01000, eta: 1 day, 10:16:28, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6406, loss_cls: 2.9643, loss: 2.9643 2020-06-17 11:27:03,057 - mmaction - INFO - Epoch [33][2680/3134] lr: 0.01000, eta: 1 day, 10:16:16, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3625, top5_acc: 0.5969, loss_cls: 2.9697, loss: 2.9697 2020-06-17 11:27:14,745 - mmaction - INFO - Epoch [33][2700/3134] lr: 0.01000, eta: 1 day, 10:16:05, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6094, loss_cls: 2.8855, loss: 2.8855 2020-06-17 11:27:26,280 - mmaction - INFO - Epoch [33][2720/3134] lr: 0.01000, eta: 1 day, 10:15:52, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6438, loss_cls: 2.7044, loss: 2.7044 2020-06-17 11:27:37,878 - mmaction - INFO - Epoch [33][2740/3134] lr: 0.01000, eta: 1 day, 10:15:40, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6500, loss_cls: 2.8062, loss: 2.8062 2020-06-17 11:27:49,525 - mmaction - INFO - Epoch [33][2760/3134] lr: 0.01000, eta: 1 day, 10:15:29, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5844, loss_cls: 3.0116, loss: 3.0116 2020-06-17 11:28:01,174 - mmaction - INFO - Epoch [33][2780/3134] lr: 0.01000, eta: 1 day, 10:15:17, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5938, loss_cls: 2.8855, loss: 2.8855 2020-06-17 11:28:12,820 - mmaction - INFO - Epoch [33][2800/3134] lr: 0.01000, eta: 1 day, 10:15:05, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6281, loss_cls: 2.9458, loss: 2.9458 2020-06-17 11:28:24,474 - mmaction - INFO - Epoch [33][2820/3134] lr: 0.01000, eta: 1 day, 10:14:53, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3844, top5_acc: 0.5875, loss_cls: 3.0749, loss: 3.0749 2020-06-17 11:28:36,033 - mmaction - INFO - Epoch [33][2840/3134] lr: 0.01000, eta: 1 day, 10:14:41, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3656, top5_acc: 0.5813, loss_cls: 2.9470, loss: 2.9470 2020-06-17 11:28:47,639 - mmaction - INFO - Epoch [33][2860/3134] lr: 0.01000, eta: 1 day, 10:14:29, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6250, loss_cls: 2.8299, loss: 2.8299 2020-06-17 11:28:59,210 - mmaction - INFO - Epoch [33][2880/3134] lr: 0.01000, eta: 1 day, 10:14:17, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5875, loss_cls: 3.1074, loss: 3.1074 2020-06-17 11:29:10,827 - mmaction - INFO - Epoch [33][2900/3134] lr: 0.01000, eta: 1 day, 10:14:05, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3281, top5_acc: 0.6094, loss_cls: 2.9993, loss: 2.9993 2020-06-17 11:29:22,452 - mmaction - INFO - Epoch [33][2920/3134] lr: 0.01000, eta: 1 day, 10:13:53, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6062, loss_cls: 3.0296, loss: 3.0296 2020-06-17 11:29:34,103 - mmaction - INFO - Epoch [33][2940/3134] lr: 0.01000, eta: 1 day, 10:13:41, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5844, loss_cls: 3.1239, loss: 3.1239 2020-06-17 11:29:45,717 - mmaction - INFO - Epoch [33][2960/3134] lr: 0.01000, eta: 1 day, 10:13:29, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6281, loss_cls: 2.9146, loss: 2.9146 2020-06-17 11:29:57,280 - mmaction - INFO - Epoch [33][2980/3134] lr: 0.01000, eta: 1 day, 10:13:17, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5687, loss_cls: 3.1947, loss: 3.1947 2020-06-17 11:30:08,860 - mmaction - INFO - Epoch [33][3000/3134] lr: 0.01000, eta: 1 day, 10:13:05, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6062, loss_cls: 3.0160, loss: 3.0160 2020-06-17 11:30:20,473 - mmaction - INFO - Epoch [33][3020/3134] lr: 0.01000, eta: 1 day, 10:12:53, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6562, loss_cls: 2.7143, loss: 2.7143 2020-06-17 11:30:32,045 - mmaction - INFO - Epoch [33][3040/3134] lr: 0.01000, eta: 1 day, 10:12:41, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6219, loss_cls: 2.9198, loss: 2.9198 2020-06-17 11:30:43,730 - mmaction - INFO - Epoch [33][3060/3134] lr: 0.01000, eta: 1 day, 10:12:29, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6094, loss_cls: 3.0674, loss: 3.0674 2020-06-17 11:30:55,338 - mmaction - INFO - Epoch [33][3080/3134] lr: 0.01000, eta: 1 day, 10:12:17, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5969, loss_cls: 2.9614, loss: 2.9614 2020-06-17 11:31:06,998 - mmaction - INFO - Epoch [33][3100/3134] lr: 0.01000, eta: 1 day, 10:12:05, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3812, top5_acc: 0.6000, loss_cls: 2.9322, loss: 2.9322 2020-06-17 11:31:18,614 - mmaction - INFO - Epoch [33][3120/3134] lr: 0.01000, eta: 1 day, 10:11:53, time: 0.583, data_time: 0.005, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5500, loss_cls: 3.2192, loss: 3.2192 2020-06-17 11:31:56,669 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-17 11:31:57,927 - mmaction - INFO - top1_acc 0.2399 top5_acc 0.4833 2020-06-17 11:31:57,944 - mmaction - INFO - Epoch [33][3134/3134] lr: 0.01000, top1_acc: 0.2399, top5_acc: 0.4833 2020-06-17 11:32:13,265 - mmaction - INFO - Epoch [34][20/3134] lr: 0.01000, eta: 1 day, 10:11:24, time: 0.764, data_time: 0.188, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5719, loss_cls: 3.1181, loss: 3.1181 2020-06-17 11:32:24,887 - mmaction - INFO - Epoch [34][40/3134] lr: 0.01000, eta: 1 day, 10:11:12, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5656, loss_cls: 3.1006, loss: 3.1006 2020-06-17 11:32:36,374 - mmaction - INFO - Epoch [34][60/3134] lr: 0.01000, eta: 1 day, 10:11:00, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6125, loss_cls: 2.9431, loss: 2.9431 2020-06-17 11:32:47,918 - mmaction - INFO - Epoch [34][80/3134] lr: 0.01000, eta: 1 day, 10:10:48, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3344, top5_acc: 0.6156, loss_cls: 3.0642, loss: 3.0642 2020-06-17 11:32:59,473 - mmaction - INFO - Epoch [34][100/3134] lr: 0.01000, eta: 1 day, 10:10:36, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6438, loss_cls: 2.7482, loss: 2.7482 2020-06-17 11:33:11,140 - mmaction - INFO - Epoch [34][120/3134] lr: 0.01000, eta: 1 day, 10:10:24, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6031, loss_cls: 2.9920, loss: 2.9920 2020-06-17 11:33:22,735 - mmaction - INFO - Epoch [34][140/3134] lr: 0.01000, eta: 1 day, 10:10:12, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3812, top5_acc: 0.6656, loss_cls: 2.7744, loss: 2.7744 2020-06-17 11:33:34,410 - mmaction - INFO - Epoch [34][160/3134] lr: 0.01000, eta: 1 day, 10:10:00, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4031, top5_acc: 0.6375, loss_cls: 2.7846, loss: 2.7846 2020-06-17 11:33:46,086 - mmaction - INFO - Epoch [34][180/3134] lr: 0.01000, eta: 1 day, 10:09:48, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3312, top5_acc: 0.6000, loss_cls: 2.9792, loss: 2.9792 2020-06-17 11:33:57,665 - mmaction - INFO - Epoch [34][200/3134] lr: 0.01000, eta: 1 day, 10:09:36, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6250, loss_cls: 2.9804, loss: 2.9804 2020-06-17 11:34:09,237 - mmaction - INFO - Epoch [34][220/3134] lr: 0.01000, eta: 1 day, 10:09:24, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6188, loss_cls: 2.9744, loss: 2.9744 2020-06-17 11:34:20,798 - mmaction - INFO - Epoch [34][240/3134] lr: 0.01000, eta: 1 day, 10:09:12, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6188, loss_cls: 2.8762, loss: 2.8762 2020-06-17 11:34:32,385 - mmaction - INFO - Epoch [34][260/3134] lr: 0.01000, eta: 1 day, 10:09:00, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6406, loss_cls: 2.8630, loss: 2.8630 2020-06-17 11:34:43,954 - mmaction - INFO - Epoch [34][280/3134] lr: 0.01000, eta: 1 day, 10:08:48, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6219, loss_cls: 2.9709, loss: 2.9709 2020-06-17 11:34:55,610 - mmaction - INFO - Epoch [34][300/3134] lr: 0.01000, eta: 1 day, 10:08:36, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5969, loss_cls: 2.8799, loss: 2.8799 2020-06-17 11:35:07,287 - mmaction - INFO - Epoch [34][320/3134] lr: 0.01000, eta: 1 day, 10:08:24, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6219, loss_cls: 2.9954, loss: 2.9954 2020-06-17 11:35:18,891 - mmaction - INFO - Epoch [34][340/3134] lr: 0.01000, eta: 1 day, 10:08:13, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6750, loss_cls: 2.7060, loss: 2.7060 2020-06-17 11:35:30,537 - mmaction - INFO - Epoch [34][360/3134] lr: 0.01000, eta: 1 day, 10:08:01, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6031, loss_cls: 3.0038, loss: 3.0038 2020-06-17 11:35:42,248 - mmaction - INFO - Epoch [34][380/3134] lr: 0.01000, eta: 1 day, 10:07:49, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5750, loss_cls: 3.0575, loss: 3.0575 2020-06-17 11:35:53,798 - mmaction - INFO - Epoch [34][400/3134] lr: 0.01000, eta: 1 day, 10:07:37, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5781, loss_cls: 3.0793, loss: 3.0793 2020-06-17 11:36:05,424 - mmaction - INFO - Epoch [34][420/3134] lr: 0.01000, eta: 1 day, 10:07:25, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5750, loss_cls: 3.0873, loss: 3.0873 2020-06-17 11:36:17,077 - mmaction - INFO - Epoch [34][440/3134] lr: 0.01000, eta: 1 day, 10:07:13, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5844, loss_cls: 2.8544, loss: 2.8544 2020-06-17 11:36:28,668 - mmaction - INFO - Epoch [34][460/3134] lr: 0.01000, eta: 1 day, 10:07:01, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5938, loss_cls: 3.0174, loss: 3.0174 2020-06-17 11:36:40,277 - mmaction - INFO - Epoch [34][480/3134] lr: 0.01000, eta: 1 day, 10:06:49, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5938, loss_cls: 3.1137, loss: 3.1137 2020-06-17 11:36:51,900 - mmaction - INFO - Epoch [34][500/3134] lr: 0.01000, eta: 1 day, 10:06:37, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4094, top5_acc: 0.6562, loss_cls: 2.8157, loss: 2.8157 2020-06-17 11:37:03,494 - mmaction - INFO - Epoch [34][520/3134] lr: 0.01000, eta: 1 day, 10:06:25, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3156, top5_acc: 0.6062, loss_cls: 2.9732, loss: 2.9732 2020-06-17 11:37:15,130 - mmaction - INFO - Epoch [34][540/3134] lr: 0.01000, eta: 1 day, 10:06:13, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6250, loss_cls: 2.8568, loss: 2.8568 2020-06-17 11:37:26,725 - mmaction - INFO - Epoch [34][560/3134] lr: 0.01000, eta: 1 day, 10:06:01, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5750, loss_cls: 3.1455, loss: 3.1455 2020-06-17 11:37:38,386 - mmaction - INFO - Epoch [34][580/3134] lr: 0.01000, eta: 1 day, 10:05:49, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3219, top5_acc: 0.6125, loss_cls: 2.9649, loss: 2.9649 2020-06-17 11:37:49,967 - mmaction - INFO - Epoch [34][600/3134] lr: 0.01000, eta: 1 day, 10:05:37, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6438, loss_cls: 2.8051, loss: 2.8051 2020-06-17 11:38:01,630 - mmaction - INFO - Epoch [34][620/3134] lr: 0.01000, eta: 1 day, 10:05:25, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5844, loss_cls: 3.0077, loss: 3.0077 2020-06-17 11:38:13,208 - mmaction - INFO - Epoch [34][640/3134] lr: 0.01000, eta: 1 day, 10:05:13, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6125, loss_cls: 2.9284, loss: 2.9284 2020-06-17 11:38:24,926 - mmaction - INFO - Epoch [34][660/3134] lr: 0.01000, eta: 1 day, 10:05:02, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6406, loss_cls: 2.9040, loss: 2.9040 2020-06-17 11:38:36,537 - mmaction - INFO - Epoch [34][680/3134] lr: 0.01000, eta: 1 day, 10:04:50, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6438, loss_cls: 2.8793, loss: 2.8793 2020-06-17 11:38:48,199 - mmaction - INFO - Epoch [34][700/3134] lr: 0.01000, eta: 1 day, 10:04:38, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3344, top5_acc: 0.6250, loss_cls: 2.9487, loss: 2.9487 2020-06-17 11:38:59,883 - mmaction - INFO - Epoch [34][720/3134] lr: 0.01000, eta: 1 day, 10:04:26, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6094, loss_cls: 2.9487, loss: 2.9487 2020-06-17 11:39:11,530 - mmaction - INFO - Epoch [34][740/3134] lr: 0.01000, eta: 1 day, 10:04:14, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5406, loss_cls: 3.2465, loss: 3.2465 2020-06-17 11:39:23,103 - mmaction - INFO - Epoch [34][760/3134] lr: 0.01000, eta: 1 day, 10:04:02, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5531, loss_cls: 3.0841, loss: 3.0841 2020-06-17 11:39:34,694 - mmaction - INFO - Epoch [34][780/3134] lr: 0.01000, eta: 1 day, 10:03:50, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6031, loss_cls: 2.8957, loss: 2.8957 2020-06-17 11:39:46,264 - mmaction - INFO - Epoch [34][800/3134] lr: 0.01000, eta: 1 day, 10:03:38, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6125, loss_cls: 2.8860, loss: 2.8860 2020-06-17 11:39:57,898 - mmaction - INFO - Epoch [34][820/3134] lr: 0.01000, eta: 1 day, 10:03:26, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6000, loss_cls: 2.9511, loss: 2.9511 2020-06-17 11:40:09,565 - mmaction - INFO - Epoch [34][840/3134] lr: 0.01000, eta: 1 day, 10:03:14, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4000, top5_acc: 0.6188, loss_cls: 2.8286, loss: 2.8286 2020-06-17 11:40:21,134 - mmaction - INFO - Epoch [34][860/3134] lr: 0.01000, eta: 1 day, 10:03:02, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3781, top5_acc: 0.5906, loss_cls: 2.9882, loss: 2.9882 2020-06-17 11:40:32,744 - mmaction - INFO - Epoch [34][880/3134] lr: 0.01000, eta: 1 day, 10:02:50, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5156, loss_cls: 3.2940, loss: 3.2940 2020-06-17 11:40:44,333 - mmaction - INFO - Epoch [34][900/3134] lr: 0.01000, eta: 1 day, 10:02:39, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6344, loss_cls: 2.9338, loss: 2.9338 2020-06-17 11:40:55,896 - mmaction - INFO - Epoch [34][920/3134] lr: 0.01000, eta: 1 day, 10:02:26, time: 0.576, data_time: 0.000, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6344, loss_cls: 2.8216, loss: 2.8216 2020-06-17 11:41:07,488 - mmaction - INFO - Epoch [34][940/3134] lr: 0.01000, eta: 1 day, 10:02:14, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6562, loss_cls: 2.7747, loss: 2.7747 2020-06-17 11:41:19,075 - mmaction - INFO - Epoch [34][960/3134] lr: 0.01000, eta: 1 day, 10:02:02, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5656, loss_cls: 3.0912, loss: 3.0912 2020-06-17 11:41:30,705 - mmaction - INFO - Epoch [34][980/3134] lr: 0.01000, eta: 1 day, 10:01:51, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6281, loss_cls: 2.9847, loss: 2.9847 2020-06-17 11:41:42,354 - mmaction - INFO - Epoch [34][1000/3134] lr: 0.01000, eta: 1 day, 10:01:39, time: 0.582, data_time: 0.000, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6406, loss_cls: 2.8073, loss: 2.8073 2020-06-17 11:41:53,999 - mmaction - INFO - Epoch [34][1020/3134] lr: 0.01000, eta: 1 day, 10:01:27, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.6031, loss_cls: 3.0725, loss: 3.0725 2020-06-17 11:42:05,658 - mmaction - INFO - Epoch [34][1040/3134] lr: 0.01000, eta: 1 day, 10:01:15, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6031, loss_cls: 2.9706, loss: 2.9706 2020-06-17 11:42:17,191 - mmaction - INFO - Epoch [34][1060/3134] lr: 0.01000, eta: 1 day, 10:01:03, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5406, loss_cls: 3.3173, loss: 3.3173 2020-06-17 11:42:28,740 - mmaction - INFO - Epoch [34][1080/3134] lr: 0.01000, eta: 1 day, 10:00:51, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5813, loss_cls: 3.0355, loss: 3.0355 2020-06-17 11:42:40,383 - mmaction - INFO - Epoch [34][1100/3134] lr: 0.01000, eta: 1 day, 10:00:39, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6156, loss_cls: 2.8188, loss: 2.8188 2020-06-17 11:42:51,982 - mmaction - INFO - Epoch [34][1120/3134] lr: 0.01000, eta: 1 day, 10:00:27, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6500, loss_cls: 2.7743, loss: 2.7743 2020-06-17 11:43:03,590 - mmaction - INFO - Epoch [34][1140/3134] lr: 0.01000, eta: 1 day, 10:00:15, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6312, loss_cls: 2.8424, loss: 2.8424 2020-06-17 11:43:15,285 - mmaction - INFO - Epoch [34][1160/3134] lr: 0.01000, eta: 1 day, 10:00:03, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6469, loss_cls: 2.7853, loss: 2.7853 2020-06-17 11:43:26,809 - mmaction - INFO - Epoch [34][1180/3134] lr: 0.01000, eta: 1 day, 9:59:51, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6250, loss_cls: 2.9763, loss: 2.9763 2020-06-17 11:43:38,554 - mmaction - INFO - Epoch [34][1200/3134] lr: 0.01000, eta: 1 day, 9:59:39, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3844, top5_acc: 0.5906, loss_cls: 2.9360, loss: 2.9360 2020-06-17 11:43:50,228 - mmaction - INFO - Epoch [34][1220/3134] lr: 0.01000, eta: 1 day, 9:59:28, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6406, loss_cls: 2.8579, loss: 2.8579 2020-06-17 11:44:01,914 - mmaction - INFO - Epoch [34][1240/3134] lr: 0.01000, eta: 1 day, 9:59:16, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5781, loss_cls: 2.9874, loss: 2.9874 2020-06-17 11:44:13,527 - mmaction - INFO - Epoch [34][1260/3134] lr: 0.01000, eta: 1 day, 9:59:04, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6000, loss_cls: 2.7944, loss: 2.7944 2020-06-17 11:44:25,193 - mmaction - INFO - Epoch [34][1280/3134] lr: 0.01000, eta: 1 day, 9:58:52, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6562, loss_cls: 2.8438, loss: 2.8438 2020-06-17 11:44:36,766 - mmaction - INFO - Epoch [34][1300/3134] lr: 0.01000, eta: 1 day, 9:58:40, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3844, top5_acc: 0.5969, loss_cls: 3.0765, loss: 3.0765 2020-06-17 11:44:48,385 - mmaction - INFO - Epoch [34][1320/3134] lr: 0.01000, eta: 1 day, 9:58:28, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3219, top5_acc: 0.6000, loss_cls: 3.0150, loss: 3.0150 2020-06-17 11:44:59,946 - mmaction - INFO - Epoch [34][1340/3134] lr: 0.01000, eta: 1 day, 9:58:16, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6156, loss_cls: 3.0564, loss: 3.0564 2020-06-17 11:45:11,677 - mmaction - INFO - Epoch [34][1360/3134] lr: 0.01000, eta: 1 day, 9:58:04, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6094, loss_cls: 2.9835, loss: 2.9835 2020-06-17 11:45:23,202 - mmaction - INFO - Epoch [34][1380/3134] lr: 0.01000, eta: 1 day, 9:57:52, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5844, loss_cls: 3.1429, loss: 3.1429 2020-06-17 11:45:34,745 - mmaction - INFO - Epoch [34][1400/3134] lr: 0.01000, eta: 1 day, 9:57:40, time: 0.577, data_time: 0.000, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6250, loss_cls: 2.9340, loss: 2.9340 2020-06-17 11:45:46,450 - mmaction - INFO - Epoch [34][1420/3134] lr: 0.01000, eta: 1 day, 9:57:28, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6438, loss_cls: 2.8918, loss: 2.8918 2020-06-17 11:45:58,000 - mmaction - INFO - Epoch [34][1440/3134] lr: 0.01000, eta: 1 day, 9:57:16, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5969, loss_cls: 3.0521, loss: 3.0521 2020-06-17 11:46:09,570 - mmaction - INFO - Epoch [34][1460/3134] lr: 0.01000, eta: 1 day, 9:57:04, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6125, loss_cls: 2.9554, loss: 2.9554 2020-06-17 11:46:21,256 - mmaction - INFO - Epoch [34][1480/3134] lr: 0.01000, eta: 1 day, 9:56:52, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5687, loss_cls: 3.0142, loss: 3.0142 2020-06-17 11:46:32,837 - mmaction - INFO - Epoch [34][1500/3134] lr: 0.01000, eta: 1 day, 9:56:40, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6062, loss_cls: 2.9347, loss: 2.9347 2020-06-17 11:46:44,520 - mmaction - INFO - Epoch [34][1520/3134] lr: 0.01000, eta: 1 day, 9:56:29, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5750, loss_cls: 3.1506, loss: 3.1506 2020-06-17 11:46:56,119 - mmaction - INFO - Epoch [34][1540/3134] lr: 0.01000, eta: 1 day, 9:56:17, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6156, loss_cls: 2.9272, loss: 2.9272 2020-06-17 11:47:07,760 - mmaction - INFO - Epoch [34][1560/3134] lr: 0.01000, eta: 1 day, 9:56:05, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3594, top5_acc: 0.5813, loss_cls: 3.0430, loss: 3.0430 2020-06-17 11:47:19,393 - mmaction - INFO - Epoch [34][1580/3134] lr: 0.01000, eta: 1 day, 9:55:53, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6219, loss_cls: 2.8745, loss: 2.8745 2020-06-17 11:47:30,997 - mmaction - INFO - Epoch [34][1600/3134] lr: 0.01000, eta: 1 day, 9:55:41, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3812, top5_acc: 0.6312, loss_cls: 2.8676, loss: 2.8676 2020-06-17 11:47:42,694 - mmaction - INFO - Epoch [34][1620/3134] lr: 0.01000, eta: 1 day, 9:55:29, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6094, loss_cls: 2.9160, loss: 2.9160 2020-06-17 11:47:54,316 - mmaction - INFO - Epoch [34][1640/3134] lr: 0.01000, eta: 1 day, 9:55:17, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3094, top5_acc: 0.6156, loss_cls: 3.0773, loss: 3.0773 2020-06-17 11:48:05,953 - mmaction - INFO - Epoch [34][1660/3134] lr: 0.01000, eta: 1 day, 9:55:05, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4000, top5_acc: 0.6687, loss_cls: 2.7174, loss: 2.7174 2020-06-17 11:48:17,602 - mmaction - INFO - Epoch [34][1680/3134] lr: 0.01000, eta: 1 day, 9:54:53, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6000, loss_cls: 2.9044, loss: 2.9044 2020-06-17 11:48:29,244 - mmaction - INFO - Epoch [34][1700/3134] lr: 0.01000, eta: 1 day, 9:54:42, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6125, loss_cls: 2.9794, loss: 2.9794 2020-06-17 11:48:40,819 - mmaction - INFO - Epoch [34][1720/3134] lr: 0.01000, eta: 1 day, 9:54:30, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6000, loss_cls: 3.0139, loss: 3.0139 2020-06-17 11:48:52,389 - mmaction - INFO - Epoch [34][1740/3134] lr: 0.01000, eta: 1 day, 9:54:17, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5813, loss_cls: 3.0512, loss: 3.0512 2020-06-17 11:49:04,067 - mmaction - INFO - Epoch [34][1760/3134] lr: 0.01000, eta: 1 day, 9:54:06, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5844, loss_cls: 3.1129, loss: 3.1129 2020-06-17 11:49:15,722 - mmaction - INFO - Epoch [34][1780/3134] lr: 0.01000, eta: 1 day, 9:53:54, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6094, loss_cls: 3.0137, loss: 3.0137 2020-06-17 11:49:27,351 - mmaction - INFO - Epoch [34][1800/3134] lr: 0.01000, eta: 1 day, 9:53:42, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6344, loss_cls: 2.9174, loss: 2.9174 2020-06-17 11:49:38,971 - mmaction - INFO - Epoch [34][1820/3134] lr: 0.01000, eta: 1 day, 9:53:30, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5875, loss_cls: 2.9380, loss: 2.9380 2020-06-17 11:49:50,556 - mmaction - INFO - Epoch [34][1840/3134] lr: 0.01000, eta: 1 day, 9:53:18, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3281, top5_acc: 0.6031, loss_cls: 3.0472, loss: 3.0472 2020-06-17 11:50:02,252 - mmaction - INFO - Epoch [34][1860/3134] lr: 0.01000, eta: 1 day, 9:53:06, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5531, loss_cls: 3.2324, loss: 3.2324 2020-06-17 11:50:13,792 - mmaction - INFO - Epoch [34][1880/3134] lr: 0.01000, eta: 1 day, 9:52:54, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3312, top5_acc: 0.6094, loss_cls: 3.0806, loss: 3.0806 2020-06-17 11:50:25,417 - mmaction - INFO - Epoch [34][1900/3134] lr: 0.01000, eta: 1 day, 9:52:42, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3344, top5_acc: 0.6000, loss_cls: 3.0472, loss: 3.0472 2020-06-17 11:50:37,035 - mmaction - INFO - Epoch [34][1920/3134] lr: 0.01000, eta: 1 day, 9:52:30, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6000, loss_cls: 3.0667, loss: 3.0667 2020-06-17 11:50:48,617 - mmaction - INFO - Epoch [34][1940/3134] lr: 0.01000, eta: 1 day, 9:52:18, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6250, loss_cls: 2.8576, loss: 2.8576 2020-06-17 11:51:00,255 - mmaction - INFO - Epoch [34][1960/3134] lr: 0.01000, eta: 1 day, 9:52:06, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.2938, top5_acc: 0.6000, loss_cls: 3.0855, loss: 3.0855 2020-06-17 11:51:11,857 - mmaction - INFO - Epoch [34][1980/3134] lr: 0.01000, eta: 1 day, 9:51:54, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3844, top5_acc: 0.6469, loss_cls: 2.8191, loss: 2.8191 2020-06-17 11:51:23,463 - mmaction - INFO - Epoch [34][2000/3134] lr: 0.01000, eta: 1 day, 9:51:42, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5687, loss_cls: 3.0334, loss: 3.0334 2020-06-17 11:51:35,088 - mmaction - INFO - Epoch [34][2020/3134] lr: 0.01000, eta: 1 day, 9:51:30, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5844, loss_cls: 3.1023, loss: 3.1023 2020-06-17 11:51:46,642 - mmaction - INFO - Epoch [34][2040/3134] lr: 0.01000, eta: 1 day, 9:51:18, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3812, top5_acc: 0.6344, loss_cls: 2.8611, loss: 2.8611 2020-06-17 11:51:58,178 - mmaction - INFO - Epoch [34][2060/3134] lr: 0.01000, eta: 1 day, 9:51:06, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5813, loss_cls: 3.0093, loss: 3.0093 2020-06-17 11:52:09,779 - mmaction - INFO - Epoch [34][2080/3134] lr: 0.01000, eta: 1 day, 9:50:54, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6281, loss_cls: 2.9494, loss: 2.9494 2020-06-17 11:52:21,460 - mmaction - INFO - Epoch [34][2100/3134] lr: 0.01000, eta: 1 day, 9:50:43, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6250, loss_cls: 2.9113, loss: 2.9113 2020-06-17 11:52:33,057 - mmaction - INFO - Epoch [34][2120/3134] lr: 0.01000, eta: 1 day, 9:50:31, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6594, loss_cls: 2.8298, loss: 2.8298 2020-06-17 11:52:44,746 - mmaction - INFO - Epoch [34][2140/3134] lr: 0.01000, eta: 1 day, 9:50:19, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6469, loss_cls: 2.8871, loss: 2.8871 2020-06-17 11:52:56,322 - mmaction - INFO - Epoch [34][2160/3134] lr: 0.01000, eta: 1 day, 9:50:07, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5875, loss_cls: 3.0216, loss: 3.0216 2020-06-17 11:53:07,849 - mmaction - INFO - Epoch [34][2180/3134] lr: 0.01000, eta: 1 day, 9:49:55, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6188, loss_cls: 2.9045, loss: 2.9045 2020-06-17 11:53:19,425 - mmaction - INFO - Epoch [34][2200/3134] lr: 0.01000, eta: 1 day, 9:49:43, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6219, loss_cls: 2.9707, loss: 2.9707 2020-06-17 11:53:30,985 - mmaction - INFO - Epoch [34][2220/3134] lr: 0.01000, eta: 1 day, 9:49:31, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5813, loss_cls: 3.0996, loss: 3.0996 2020-06-17 11:53:42,690 - mmaction - INFO - Epoch [34][2240/3134] lr: 0.01000, eta: 1 day, 9:49:19, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5687, loss_cls: 3.1355, loss: 3.1355 2020-06-17 11:53:54,370 - mmaction - INFO - Epoch [34][2260/3134] lr: 0.01000, eta: 1 day, 9:49:07, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5875, loss_cls: 2.9418, loss: 2.9418 2020-06-17 11:54:06,008 - mmaction - INFO - Epoch [34][2280/3134] lr: 0.01000, eta: 1 day, 9:48:55, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6031, loss_cls: 2.9142, loss: 2.9142 2020-06-17 11:54:17,578 - mmaction - INFO - Epoch [34][2300/3134] lr: 0.01000, eta: 1 day, 9:48:43, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6281, loss_cls: 2.8861, loss: 2.8861 2020-06-17 11:54:29,133 - mmaction - INFO - Epoch [34][2320/3134] lr: 0.01000, eta: 1 day, 9:48:31, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6000, loss_cls: 3.0109, loss: 3.0109 2020-06-17 11:54:40,757 - mmaction - INFO - Epoch [34][2340/3134] lr: 0.01000, eta: 1 day, 9:48:19, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6469, loss_cls: 2.7766, loss: 2.7766 2020-06-17 11:54:52,380 - mmaction - INFO - Epoch [34][2360/3134] lr: 0.01000, eta: 1 day, 9:48:07, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5781, loss_cls: 3.1609, loss: 3.1609 2020-06-17 11:55:04,087 - mmaction - INFO - Epoch [34][2380/3134] lr: 0.01000, eta: 1 day, 9:47:56, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5656, loss_cls: 3.2045, loss: 3.2045 2020-06-17 11:55:15,685 - mmaction - INFO - Epoch [34][2400/3134] lr: 0.01000, eta: 1 day, 9:47:44, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6000, loss_cls: 2.8605, loss: 2.8605 2020-06-17 11:55:27,368 - mmaction - INFO - Epoch [34][2420/3134] lr: 0.01000, eta: 1 day, 9:47:32, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3281, top5_acc: 0.6125, loss_cls: 3.0502, loss: 3.0502 2020-06-17 11:55:38,989 - mmaction - INFO - Epoch [34][2440/3134] lr: 0.01000, eta: 1 day, 9:47:20, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6000, loss_cls: 2.8983, loss: 2.8983 2020-06-17 11:55:50,530 - mmaction - INFO - Epoch [34][2460/3134] lr: 0.01000, eta: 1 day, 9:47:08, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5750, loss_cls: 3.0865, loss: 3.0865 2020-06-17 11:56:02,170 - mmaction - INFO - Epoch [34][2480/3134] lr: 0.01000, eta: 1 day, 9:46:56, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3656, top5_acc: 0.5875, loss_cls: 3.0331, loss: 3.0331 2020-06-17 11:56:13,750 - mmaction - INFO - Epoch [34][2500/3134] lr: 0.01000, eta: 1 day, 9:46:44, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5969, loss_cls: 2.9692, loss: 2.9692 2020-06-17 11:56:25,383 - mmaction - INFO - Epoch [34][2520/3134] lr: 0.01000, eta: 1 day, 9:46:32, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6312, loss_cls: 2.8601, loss: 2.8601 2020-06-17 11:56:36,973 - mmaction - INFO - Epoch [34][2540/3134] lr: 0.01000, eta: 1 day, 9:46:20, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6312, loss_cls: 2.8518, loss: 2.8518 2020-06-17 11:56:48,566 - mmaction - INFO - Epoch [34][2560/3134] lr: 0.01000, eta: 1 day, 9:46:08, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6375, loss_cls: 2.9027, loss: 2.9027 2020-06-17 11:57:00,117 - mmaction - INFO - Epoch [34][2580/3134] lr: 0.01000, eta: 1 day, 9:45:56, time: 0.577, data_time: 0.000, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5938, loss_cls: 3.2281, loss: 3.2281 2020-06-17 11:57:11,792 - mmaction - INFO - Epoch [34][2600/3134] lr: 0.01000, eta: 1 day, 9:45:44, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5844, loss_cls: 3.0123, loss: 3.0123 2020-06-17 11:57:23,420 - mmaction - INFO - Epoch [34][2620/3134] lr: 0.01000, eta: 1 day, 9:45:32, time: 0.584, data_time: 0.005, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5625, loss_cls: 3.0610, loss: 3.0610 2020-06-17 11:57:35,042 - mmaction - INFO - Epoch [34][2640/3134] lr: 0.01000, eta: 1 day, 9:45:20, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6188, loss_cls: 2.9283, loss: 2.9283 2020-06-17 11:57:46,605 - mmaction - INFO - Epoch [34][2660/3134] lr: 0.01000, eta: 1 day, 9:45:08, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.3094, top5_acc: 0.6156, loss_cls: 2.9296, loss: 2.9296 2020-06-17 11:57:58,229 - mmaction - INFO - Epoch [34][2680/3134] lr: 0.01000, eta: 1 day, 9:44:56, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3969, top5_acc: 0.6219, loss_cls: 2.9129, loss: 2.9129 2020-06-17 11:58:09,868 - mmaction - INFO - Epoch [34][2700/3134] lr: 0.01000, eta: 1 day, 9:44:45, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6188, loss_cls: 2.9416, loss: 2.9416 2020-06-17 11:58:21,536 - mmaction - INFO - Epoch [34][2720/3134] lr: 0.01000, eta: 1 day, 9:44:33, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6062, loss_cls: 2.9662, loss: 2.9662 2020-06-17 11:58:33,168 - mmaction - INFO - Epoch [34][2740/3134] lr: 0.01000, eta: 1 day, 9:44:21, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3281, top5_acc: 0.6000, loss_cls: 3.0738, loss: 3.0738 2020-06-17 11:58:44,773 - mmaction - INFO - Epoch [34][2760/3134] lr: 0.01000, eta: 1 day, 9:44:09, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6312, loss_cls: 2.8392, loss: 2.8392 2020-06-17 11:58:56,340 - mmaction - INFO - Epoch [34][2780/3134] lr: 0.01000, eta: 1 day, 9:43:57, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6125, loss_cls: 2.9408, loss: 2.9408 2020-06-17 11:59:07,936 - mmaction - INFO - Epoch [34][2800/3134] lr: 0.01000, eta: 1 day, 9:43:45, time: 0.579, data_time: 0.004, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6000, loss_cls: 2.9016, loss: 2.9016 2020-06-17 11:59:19,575 - mmaction - INFO - Epoch [34][2820/3134] lr: 0.01000, eta: 1 day, 9:43:33, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6250, loss_cls: 2.9011, loss: 2.9011 2020-06-17 11:59:31,169 - mmaction - INFO - Epoch [34][2840/3134] lr: 0.01000, eta: 1 day, 9:43:21, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3219, top5_acc: 0.6094, loss_cls: 2.9694, loss: 2.9694 2020-06-17 11:59:42,788 - mmaction - INFO - Epoch [34][2860/3134] lr: 0.01000, eta: 1 day, 9:43:09, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5813, loss_cls: 3.1389, loss: 3.1389 2020-06-17 11:59:54,413 - mmaction - INFO - Epoch [34][2880/3134] lr: 0.01000, eta: 1 day, 9:42:57, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5719, loss_cls: 3.0899, loss: 3.0899 2020-06-17 12:00:07,257 - mmaction - INFO - Epoch [34][2900/3134] lr: 0.01000, eta: 1 day, 9:42:48, time: 0.640, data_time: 0.000, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6156, loss_cls: 2.8886, loss: 2.8886 2020-06-17 12:00:19,414 - mmaction - INFO - Epoch [34][2920/3134] lr: 0.01000, eta: 1 day, 9:42:36, time: 0.602, data_time: 0.003, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6000, loss_cls: 2.8866, loss: 2.8866 2020-06-17 12:00:31,492 - mmaction - INFO - Epoch [34][2940/3134] lr: 0.01000, eta: 1 day, 9:42:26, time: 0.612, data_time: 0.010, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5906, loss_cls: 3.1489, loss: 3.1489 2020-06-17 12:00:43,187 - mmaction - INFO - Epoch [34][2960/3134] lr: 0.01000, eta: 1 day, 9:42:14, time: 0.584, data_time: 0.006, memory: 8339, top1_acc: 0.3187, top5_acc: 0.6031, loss_cls: 3.1230, loss: 3.1230 2020-06-17 12:00:54,913 - mmaction - INFO - Epoch [34][2980/3134] lr: 0.01000, eta: 1 day, 9:42:02, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6188, loss_cls: 3.0052, loss: 3.0052 2020-06-17 12:01:06,625 - mmaction - INFO - Epoch [34][3000/3134] lr: 0.01000, eta: 1 day, 9:41:51, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5687, loss_cls: 3.1764, loss: 3.1764 2020-06-17 12:01:18,243 - mmaction - INFO - Epoch [34][3020/3134] lr: 0.01000, eta: 1 day, 9:41:39, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5938, loss_cls: 2.9894, loss: 2.9894 2020-06-17 12:01:29,839 - mmaction - INFO - Epoch [34][3040/3134] lr: 0.01000, eta: 1 day, 9:41:27, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5719, loss_cls: 3.1311, loss: 3.1311 2020-06-17 12:01:41,375 - mmaction - INFO - Epoch [34][3060/3134] lr: 0.01000, eta: 1 day, 9:41:15, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3937, top5_acc: 0.6656, loss_cls: 2.8098, loss: 2.8098 2020-06-17 12:01:52,935 - mmaction - INFO - Epoch [34][3080/3134] lr: 0.01000, eta: 1 day, 9:41:03, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6062, loss_cls: 2.9670, loss: 2.9670 2020-06-17 12:02:04,599 - mmaction - INFO - Epoch [34][3100/3134] lr: 0.01000, eta: 1 day, 9:40:51, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3312, top5_acc: 0.6062, loss_cls: 3.0661, loss: 3.0661 2020-06-17 12:02:16,189 - mmaction - INFO - Epoch [34][3120/3134] lr: 0.01000, eta: 1 day, 9:40:39, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4031, top5_acc: 0.6687, loss_cls: 2.7353, loss: 2.7353 2020-06-17 12:02:51,920 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-17 12:02:53,174 - mmaction - INFO - top1_acc 0.2443 top5_acc 0.4941 2020-06-17 12:02:53,190 - mmaction - INFO - Epoch [34][3134/3134] lr: 0.01000, top1_acc: 0.2443, top5_acc: 0.4941 2020-06-17 12:03:08,431 - mmaction - INFO - Epoch [35][20/3134] lr: 0.01000, eta: 1 day, 9:40:10, time: 0.761, data_time: 0.183, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6531, loss_cls: 2.7187, loss: 2.7187 2020-06-17 12:03:20,056 - mmaction - INFO - Epoch [35][40/3134] lr: 0.01000, eta: 1 day, 9:39:58, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6750, loss_cls: 2.6857, loss: 2.6857 2020-06-17 12:03:31,629 - mmaction - INFO - Epoch [35][60/3134] lr: 0.01000, eta: 1 day, 9:39:46, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6062, loss_cls: 3.0174, loss: 3.0174 2020-06-17 12:03:43,187 - mmaction - INFO - Epoch [35][80/3134] lr: 0.01000, eta: 1 day, 9:39:34, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6125, loss_cls: 2.9020, loss: 2.9020 2020-06-17 12:03:54,807 - mmaction - INFO - Epoch [35][100/3134] lr: 0.01000, eta: 1 day, 9:39:22, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6250, loss_cls: 2.8181, loss: 2.8181 2020-06-17 12:04:06,408 - mmaction - INFO - Epoch [35][120/3134] lr: 0.01000, eta: 1 day, 9:39:10, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6312, loss_cls: 2.9089, loss: 2.9089 2020-06-17 12:04:18,002 - mmaction - INFO - Epoch [35][140/3134] lr: 0.01000, eta: 1 day, 9:38:58, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6062, loss_cls: 2.9222, loss: 2.9222 2020-06-17 12:04:29,632 - mmaction - INFO - Epoch [35][160/3134] lr: 0.01000, eta: 1 day, 9:38:46, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3344, top5_acc: 0.6250, loss_cls: 3.0192, loss: 3.0192 2020-06-17 12:04:41,219 - mmaction - INFO - Epoch [35][180/3134] lr: 0.01000, eta: 1 day, 9:38:34, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6188, loss_cls: 2.8136, loss: 2.8136 2020-06-17 12:04:52,854 - mmaction - INFO - Epoch [35][200/3134] lr: 0.01000, eta: 1 day, 9:38:22, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3625, top5_acc: 0.5844, loss_cls: 2.9858, loss: 2.9858 2020-06-17 12:05:04,501 - mmaction - INFO - Epoch [35][220/3134] lr: 0.01000, eta: 1 day, 9:38:10, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6344, loss_cls: 2.7282, loss: 2.7282 2020-06-17 12:05:16,111 - mmaction - INFO - Epoch [35][240/3134] lr: 0.01000, eta: 1 day, 9:37:58, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5750, loss_cls: 3.1515, loss: 3.1515 2020-06-17 12:05:27,735 - mmaction - INFO - Epoch [35][260/3134] lr: 0.01000, eta: 1 day, 9:37:46, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5906, loss_cls: 3.0484, loss: 3.0484 2020-06-17 12:05:39,367 - mmaction - INFO - Epoch [35][280/3134] lr: 0.01000, eta: 1 day, 9:37:34, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3812, top5_acc: 0.6438, loss_cls: 2.8218, loss: 2.8218 2020-06-17 12:05:50,968 - mmaction - INFO - Epoch [35][300/3134] lr: 0.01000, eta: 1 day, 9:37:23, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6188, loss_cls: 2.8481, loss: 2.8481 2020-06-17 12:06:02,619 - mmaction - INFO - Epoch [35][320/3134] lr: 0.01000, eta: 1 day, 9:37:11, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5375, loss_cls: 3.2488, loss: 3.2488 2020-06-17 12:06:14,247 - mmaction - INFO - Epoch [35][340/3134] lr: 0.01000, eta: 1 day, 9:36:59, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6219, loss_cls: 2.7541, loss: 2.7541 2020-06-17 12:06:25,789 - mmaction - INFO - Epoch [35][360/3134] lr: 0.01000, eta: 1 day, 9:36:47, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3344, top5_acc: 0.6094, loss_cls: 3.0140, loss: 3.0140 2020-06-17 12:06:37,449 - mmaction - INFO - Epoch [35][380/3134] lr: 0.01000, eta: 1 day, 9:36:35, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6250, loss_cls: 2.8915, loss: 2.8915 2020-06-17 12:06:49,003 - mmaction - INFO - Epoch [35][400/3134] lr: 0.01000, eta: 1 day, 9:36:23, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6125, loss_cls: 2.8941, loss: 2.8941 2020-06-17 12:07:00,627 - mmaction - INFO - Epoch [35][420/3134] lr: 0.01000, eta: 1 day, 9:36:11, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6219, loss_cls: 2.8965, loss: 2.8965 2020-06-17 12:07:12,265 - mmaction - INFO - Epoch [35][440/3134] lr: 0.01000, eta: 1 day, 9:35:59, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6312, loss_cls: 2.9402, loss: 2.9402 2020-06-17 12:07:23,901 - mmaction - INFO - Epoch [35][460/3134] lr: 0.01000, eta: 1 day, 9:35:47, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6312, loss_cls: 2.8851, loss: 2.8851 2020-06-17 12:07:35,546 - mmaction - INFO - Epoch [35][480/3134] lr: 0.01000, eta: 1 day, 9:35:35, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5906, loss_cls: 3.1187, loss: 3.1187 2020-06-17 12:07:47,211 - mmaction - INFO - Epoch [35][500/3134] lr: 0.01000, eta: 1 day, 9:35:23, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6062, loss_cls: 2.9872, loss: 2.9872 2020-06-17 12:07:58,917 - mmaction - INFO - Epoch [35][520/3134] lr: 0.01000, eta: 1 day, 9:35:12, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5875, loss_cls: 2.9874, loss: 2.9874 2020-06-17 12:08:10,592 - mmaction - INFO - Epoch [35][540/3134] lr: 0.01000, eta: 1 day, 9:35:00, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5781, loss_cls: 3.0015, loss: 3.0015 2020-06-17 12:08:22,160 - mmaction - INFO - Epoch [35][560/3134] lr: 0.01000, eta: 1 day, 9:34:48, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6125, loss_cls: 2.9716, loss: 2.9716 2020-06-17 12:08:33,750 - mmaction - INFO - Epoch [35][580/3134] lr: 0.01000, eta: 1 day, 9:34:36, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3969, top5_acc: 0.6469, loss_cls: 2.7881, loss: 2.7881 2020-06-17 12:08:45,427 - mmaction - INFO - Epoch [35][600/3134] lr: 0.01000, eta: 1 day, 9:34:24, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6156, loss_cls: 2.9063, loss: 2.9063 2020-06-17 12:08:57,086 - mmaction - INFO - Epoch [35][620/3134] lr: 0.01000, eta: 1 day, 9:34:12, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6031, loss_cls: 3.0278, loss: 3.0278 2020-06-17 12:09:08,765 - mmaction - INFO - Epoch [35][640/3134] lr: 0.01000, eta: 1 day, 9:34:00, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6344, loss_cls: 2.8519, loss: 2.8519 2020-06-17 12:09:20,419 - mmaction - INFO - Epoch [35][660/3134] lr: 0.01000, eta: 1 day, 9:33:49, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3156, top5_acc: 0.6219, loss_cls: 3.0594, loss: 3.0594 2020-06-17 12:09:32,093 - mmaction - INFO - Epoch [35][680/3134] lr: 0.01000, eta: 1 day, 9:33:37, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6156, loss_cls: 2.8833, loss: 2.8833 2020-06-17 12:09:43,751 - mmaction - INFO - Epoch [35][700/3134] lr: 0.01000, eta: 1 day, 9:33:25, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3156, top5_acc: 0.6375, loss_cls: 2.9377, loss: 2.9377 2020-06-17 12:09:55,453 - mmaction - INFO - Epoch [35][720/3134] lr: 0.01000, eta: 1 day, 9:33:13, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5875, loss_cls: 3.0562, loss: 3.0562 2020-06-17 12:10:07,076 - mmaction - INFO - Epoch [35][740/3134] lr: 0.01000, eta: 1 day, 9:33:01, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5781, loss_cls: 3.1508, loss: 3.1508 2020-06-17 12:10:18,737 - mmaction - INFO - Epoch [35][760/3134] lr: 0.01000, eta: 1 day, 9:32:49, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6125, loss_cls: 2.8721, loss: 2.8721 2020-06-17 12:10:30,355 - mmaction - INFO - Epoch [35][780/3134] lr: 0.01000, eta: 1 day, 9:32:38, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3344, top5_acc: 0.6188, loss_cls: 2.9928, loss: 2.9928 2020-06-17 12:10:41,989 - mmaction - INFO - Epoch [35][800/3134] lr: 0.01000, eta: 1 day, 9:32:26, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5781, loss_cls: 3.0832, loss: 3.0832 2020-06-17 12:10:53,742 - mmaction - INFO - Epoch [35][820/3134] lr: 0.01000, eta: 1 day, 9:32:14, time: 0.590, data_time: 0.004, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5750, loss_cls: 3.0078, loss: 3.0078 2020-06-17 12:11:05,354 - mmaction - INFO - Epoch [35][840/3134] lr: 0.01000, eta: 1 day, 9:32:02, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4344, top5_acc: 0.6594, loss_cls: 2.7577, loss: 2.7577 2020-06-17 12:11:16,992 - mmaction - INFO - Epoch [35][860/3134] lr: 0.01000, eta: 1 day, 9:31:50, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4094, top5_acc: 0.6344, loss_cls: 2.6845, loss: 2.6845 2020-06-17 12:11:28,620 - mmaction - INFO - Epoch [35][880/3134] lr: 0.01000, eta: 1 day, 9:31:38, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6062, loss_cls: 2.8555, loss: 2.8555 2020-06-17 12:11:40,246 - mmaction - INFO - Epoch [35][900/3134] lr: 0.01000, eta: 1 day, 9:31:26, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5844, loss_cls: 3.1463, loss: 3.1463 2020-06-17 12:11:51,845 - mmaction - INFO - Epoch [35][920/3134] lr: 0.01000, eta: 1 day, 9:31:14, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5750, loss_cls: 3.0514, loss: 3.0514 2020-06-17 12:12:03,386 - mmaction - INFO - Epoch [35][940/3134] lr: 0.01000, eta: 1 day, 9:31:02, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5563, loss_cls: 3.1985, loss: 3.1985 2020-06-17 12:12:15,026 - mmaction - INFO - Epoch [35][960/3134] lr: 0.01000, eta: 1 day, 9:30:50, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5563, loss_cls: 3.2511, loss: 3.2511 2020-06-17 12:12:26,708 - mmaction - INFO - Epoch [35][980/3134] lr: 0.01000, eta: 1 day, 9:30:39, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5875, loss_cls: 3.0780, loss: 3.0780 2020-06-17 12:12:38,291 - mmaction - INFO - Epoch [35][1000/3134] lr: 0.01000, eta: 1 day, 9:30:27, time: 0.583, data_time: 0.005, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6156, loss_cls: 2.9492, loss: 2.9492 2020-06-17 12:12:49,994 - mmaction - INFO - Epoch [35][1020/3134] lr: 0.01000, eta: 1 day, 9:30:15, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3219, top5_acc: 0.6469, loss_cls: 2.8624, loss: 2.8624 2020-06-17 12:13:01,625 - mmaction - INFO - Epoch [35][1040/3134] lr: 0.01000, eta: 1 day, 9:30:03, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5906, loss_cls: 3.0414, loss: 3.0414 2020-06-17 12:13:13,276 - mmaction - INFO - Epoch [35][1060/3134] lr: 0.01000, eta: 1 day, 9:29:51, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5813, loss_cls: 2.9701, loss: 2.9701 2020-06-17 12:13:24,839 - mmaction - INFO - Epoch [35][1080/3134] lr: 0.01000, eta: 1 day, 9:29:39, time: 0.577, data_time: 0.000, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6094, loss_cls: 2.9065, loss: 2.9065 2020-06-17 12:13:36,494 - mmaction - INFO - Epoch [35][1100/3134] lr: 0.01000, eta: 1 day, 9:29:27, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6312, loss_cls: 2.9042, loss: 2.9042 2020-06-17 12:13:48,111 - mmaction - INFO - Epoch [35][1120/3134] lr: 0.01000, eta: 1 day, 9:29:15, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6406, loss_cls: 2.8533, loss: 2.8533 2020-06-17 12:13:59,671 - mmaction - INFO - Epoch [35][1140/3134] lr: 0.01000, eta: 1 day, 9:29:03, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3719, top5_acc: 0.5781, loss_cls: 2.9179, loss: 2.9179 2020-06-17 12:14:11,281 - mmaction - INFO - Epoch [35][1160/3134] lr: 0.01000, eta: 1 day, 9:28:51, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3719, top5_acc: 0.5969, loss_cls: 3.0197, loss: 3.0197 2020-06-17 12:14:22,902 - mmaction - INFO - Epoch [35][1180/3134] lr: 0.01000, eta: 1 day, 9:28:40, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3844, top5_acc: 0.6125, loss_cls: 2.9690, loss: 2.9690 2020-06-17 12:14:34,514 - mmaction - INFO - Epoch [35][1200/3134] lr: 0.01000, eta: 1 day, 9:28:28, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3625, top5_acc: 0.5969, loss_cls: 2.9740, loss: 2.9740 2020-06-17 12:14:46,057 - mmaction - INFO - Epoch [35][1220/3134] lr: 0.01000, eta: 1 day, 9:28:16, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.3281, top5_acc: 0.6156, loss_cls: 2.9370, loss: 2.9370 2020-06-17 12:14:57,645 - mmaction - INFO - Epoch [35][1240/3134] lr: 0.01000, eta: 1 day, 9:28:04, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6438, loss_cls: 2.9039, loss: 2.9039 2020-06-17 12:15:09,313 - mmaction - INFO - Epoch [35][1260/3134] lr: 0.01000, eta: 1 day, 9:27:52, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5781, loss_cls: 3.1302, loss: 3.1302 2020-06-17 12:15:20,924 - mmaction - INFO - Epoch [35][1280/3134] lr: 0.01000, eta: 1 day, 9:27:40, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6219, loss_cls: 2.7752, loss: 2.7752 2020-06-17 12:15:32,551 - mmaction - INFO - Epoch [35][1300/3134] lr: 0.01000, eta: 1 day, 9:27:28, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6312, loss_cls: 2.9073, loss: 2.9073 2020-06-17 12:15:44,215 - mmaction - INFO - Epoch [35][1320/3134] lr: 0.01000, eta: 1 day, 9:27:16, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3625, top5_acc: 0.5719, loss_cls: 3.0319, loss: 3.0319 2020-06-17 12:15:55,837 - mmaction - INFO - Epoch [35][1340/3134] lr: 0.01000, eta: 1 day, 9:27:04, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6188, loss_cls: 3.0179, loss: 3.0179 2020-06-17 12:16:07,369 - mmaction - INFO - Epoch [35][1360/3134] lr: 0.01000, eta: 1 day, 9:26:52, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6188, loss_cls: 2.7590, loss: 2.7590 2020-06-17 12:16:19,006 - mmaction - INFO - Epoch [35][1380/3134] lr: 0.01000, eta: 1 day, 9:26:40, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.4062, top5_acc: 0.6531, loss_cls: 2.7926, loss: 2.7926 2020-06-17 12:16:30,683 - mmaction - INFO - Epoch [35][1400/3134] lr: 0.01000, eta: 1 day, 9:26:28, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3812, top5_acc: 0.6094, loss_cls: 2.8956, loss: 2.8956 2020-06-17 12:16:42,263 - mmaction - INFO - Epoch [35][1420/3134] lr: 0.01000, eta: 1 day, 9:26:16, time: 0.579, data_time: 0.004, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6000, loss_cls: 2.9315, loss: 2.9315 2020-06-17 12:16:53,869 - mmaction - INFO - Epoch [35][1440/3134] lr: 0.01000, eta: 1 day, 9:26:05, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6094, loss_cls: 2.9688, loss: 2.9688 2020-06-17 12:17:05,521 - mmaction - INFO - Epoch [35][1460/3134] lr: 0.01000, eta: 1 day, 9:25:53, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5813, loss_cls: 2.9567, loss: 2.9567 2020-06-17 12:17:17,134 - mmaction - INFO - Epoch [35][1480/3134] lr: 0.01000, eta: 1 day, 9:25:41, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5687, loss_cls: 3.0672, loss: 3.0672 2020-06-17 12:17:28,686 - mmaction - INFO - Epoch [35][1500/3134] lr: 0.01000, eta: 1 day, 9:25:29, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3219, top5_acc: 0.6219, loss_cls: 3.0034, loss: 3.0034 2020-06-17 12:17:40,433 - mmaction - INFO - Epoch [35][1520/3134] lr: 0.01000, eta: 1 day, 9:25:17, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6281, loss_cls: 2.8888, loss: 2.8888 2020-06-17 12:17:52,068 - mmaction - INFO - Epoch [35][1540/3134] lr: 0.01000, eta: 1 day, 9:25:05, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3594, top5_acc: 0.5938, loss_cls: 3.0778, loss: 3.0778 2020-06-17 12:18:03,689 - mmaction - INFO - Epoch [35][1560/3134] lr: 0.01000, eta: 1 day, 9:24:53, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6250, loss_cls: 2.9171, loss: 2.9171 2020-06-17 12:18:15,353 - mmaction - INFO - Epoch [35][1580/3134] lr: 0.01000, eta: 1 day, 9:24:41, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6375, loss_cls: 2.8670, loss: 2.8670 2020-06-17 12:18:26,996 - mmaction - INFO - Epoch [35][1600/3134] lr: 0.01000, eta: 1 day, 9:24:29, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6312, loss_cls: 2.7881, loss: 2.7881 2020-06-17 12:18:38,580 - mmaction - INFO - Epoch [35][1620/3134] lr: 0.01000, eta: 1 day, 9:24:18, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.4156, top5_acc: 0.6562, loss_cls: 2.7044, loss: 2.7044 2020-06-17 12:18:50,203 - mmaction - INFO - Epoch [35][1640/3134] lr: 0.01000, eta: 1 day, 9:24:06, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6000, loss_cls: 2.8672, loss: 2.8672 2020-06-17 12:19:01,848 - mmaction - INFO - Epoch [35][1660/3134] lr: 0.01000, eta: 1 day, 9:23:54, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6000, loss_cls: 2.9688, loss: 2.9688 2020-06-17 12:19:13,481 - mmaction - INFO - Epoch [35][1680/3134] lr: 0.01000, eta: 1 day, 9:23:42, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5813, loss_cls: 2.9671, loss: 2.9671 2020-06-17 12:19:25,073 - mmaction - INFO - Epoch [35][1700/3134] lr: 0.01000, eta: 1 day, 9:23:30, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5844, loss_cls: 3.1571, loss: 3.1571 2020-06-17 12:19:36,654 - mmaction - INFO - Epoch [35][1720/3134] lr: 0.01000, eta: 1 day, 9:23:18, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3094, top5_acc: 0.6031, loss_cls: 3.0863, loss: 3.0863 2020-06-17 12:19:48,184 - mmaction - INFO - Epoch [35][1740/3134] lr: 0.01000, eta: 1 day, 9:23:06, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6469, loss_cls: 2.8180, loss: 2.8180 2020-06-17 12:19:59,766 - mmaction - INFO - Epoch [35][1760/3134] lr: 0.01000, eta: 1 day, 9:22:54, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6406, loss_cls: 2.9160, loss: 2.9160 2020-06-17 12:20:11,395 - mmaction - INFO - Epoch [35][1780/3134] lr: 0.01000, eta: 1 day, 9:22:42, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3969, top5_acc: 0.6000, loss_cls: 2.9038, loss: 2.9038 2020-06-17 12:20:23,004 - mmaction - INFO - Epoch [35][1800/3134] lr: 0.01000, eta: 1 day, 9:22:30, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3344, top5_acc: 0.6031, loss_cls: 2.9288, loss: 2.9288 2020-06-17 12:20:34,584 - mmaction - INFO - Epoch [35][1820/3134] lr: 0.01000, eta: 1 day, 9:22:18, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5750, loss_cls: 3.1193, loss: 3.1193 2020-06-17 12:20:46,177 - mmaction - INFO - Epoch [35][1840/3134] lr: 0.01000, eta: 1 day, 9:22:06, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5344, loss_cls: 3.2872, loss: 3.2872 2020-06-17 12:20:57,744 - mmaction - INFO - Epoch [35][1860/3134] lr: 0.01000, eta: 1 day, 9:21:54, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3812, top5_acc: 0.6281, loss_cls: 2.8646, loss: 2.8646 2020-06-17 12:21:09,363 - mmaction - INFO - Epoch [35][1880/3134] lr: 0.01000, eta: 1 day, 9:21:42, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3219, top5_acc: 0.6094, loss_cls: 2.9979, loss: 2.9979 2020-06-17 12:21:20,882 - mmaction - INFO - Epoch [35][1900/3134] lr: 0.01000, eta: 1 day, 9:21:30, time: 0.578, data_time: 0.004, memory: 8339, top1_acc: 0.3250, top5_acc: 0.6125, loss_cls: 2.9653, loss: 2.9653 2020-06-17 12:21:32,492 - mmaction - INFO - Epoch [35][1920/3134] lr: 0.01000, eta: 1 day, 9:21:18, time: 0.579, data_time: 0.004, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5906, loss_cls: 3.1821, loss: 3.1821 2020-06-17 12:21:44,091 - mmaction - INFO - Epoch [35][1940/3134] lr: 0.01000, eta: 1 day, 9:21:06, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6625, loss_cls: 2.8008, loss: 2.8008 2020-06-17 12:21:55,663 - mmaction - INFO - Epoch [35][1960/3134] lr: 0.01000, eta: 1 day, 9:20:54, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6438, loss_cls: 2.8282, loss: 2.8282 2020-06-17 12:22:07,343 - mmaction - INFO - Epoch [35][1980/3134] lr: 0.01000, eta: 1 day, 9:20:42, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6281, loss_cls: 2.9161, loss: 2.9161 2020-06-17 12:22:18,908 - mmaction - INFO - Epoch [35][2000/3134] lr: 0.01000, eta: 1 day, 9:20:30, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6281, loss_cls: 2.9637, loss: 2.9637 2020-06-17 12:22:30,598 - mmaction - INFO - Epoch [35][2020/3134] lr: 0.01000, eta: 1 day, 9:20:19, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5719, loss_cls: 3.0420, loss: 3.0420 2020-06-17 12:22:42,244 - mmaction - INFO - Epoch [35][2040/3134] lr: 0.01000, eta: 1 day, 9:20:07, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5531, loss_cls: 3.1217, loss: 3.1217 2020-06-17 12:22:53,774 - mmaction - INFO - Epoch [35][2060/3134] lr: 0.01000, eta: 1 day, 9:19:55, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6125, loss_cls: 2.8935, loss: 2.8935 2020-06-17 12:23:05,475 - mmaction - INFO - Epoch [35][2080/3134] lr: 0.01000, eta: 1 day, 9:19:43, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3656, top5_acc: 0.5844, loss_cls: 2.9963, loss: 2.9963 2020-06-17 12:23:17,201 - mmaction - INFO - Epoch [35][2100/3134] lr: 0.01000, eta: 1 day, 9:19:31, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6719, loss_cls: 2.8094, loss: 2.8094 2020-06-17 12:23:28,855 - mmaction - INFO - Epoch [35][2120/3134] lr: 0.01000, eta: 1 day, 9:19:19, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6375, loss_cls: 2.8302, loss: 2.8302 2020-06-17 12:23:40,426 - mmaction - INFO - Epoch [35][2140/3134] lr: 0.01000, eta: 1 day, 9:19:07, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5656, loss_cls: 3.1415, loss: 3.1415 2020-06-17 12:23:52,008 - mmaction - INFO - Epoch [35][2160/3134] lr: 0.01000, eta: 1 day, 9:18:55, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3937, top5_acc: 0.6094, loss_cls: 2.8498, loss: 2.8498 2020-06-17 12:24:03,634 - mmaction - INFO - Epoch [35][2180/3134] lr: 0.01000, eta: 1 day, 9:18:44, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6562, loss_cls: 2.7675, loss: 2.7675 2020-06-17 12:24:15,248 - mmaction - INFO - Epoch [35][2200/3134] lr: 0.01000, eta: 1 day, 9:18:32, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3625, top5_acc: 0.5875, loss_cls: 2.9978, loss: 2.9978 2020-06-17 12:24:26,877 - mmaction - INFO - Epoch [35][2220/3134] lr: 0.01000, eta: 1 day, 9:18:20, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6031, loss_cls: 3.0849, loss: 3.0849 2020-06-17 12:24:38,496 - mmaction - INFO - Epoch [35][2240/3134] lr: 0.01000, eta: 1 day, 9:18:08, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6219, loss_cls: 2.8725, loss: 2.8725 2020-06-17 12:24:50,146 - mmaction - INFO - Epoch [35][2260/3134] lr: 0.01000, eta: 1 day, 9:17:56, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3219, top5_acc: 0.6000, loss_cls: 3.0138, loss: 3.0138 2020-06-17 12:25:01,775 - mmaction - INFO - Epoch [35][2280/3134] lr: 0.01000, eta: 1 day, 9:17:44, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6375, loss_cls: 2.9374, loss: 2.9374 2020-06-17 12:25:13,472 - mmaction - INFO - Epoch [35][2300/3134] lr: 0.01000, eta: 1 day, 9:17:32, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5969, loss_cls: 3.0201, loss: 3.0201 2020-06-17 12:25:25,086 - mmaction - INFO - Epoch [35][2320/3134] lr: 0.01000, eta: 1 day, 9:17:20, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6438, loss_cls: 2.9081, loss: 2.9081 2020-06-17 12:25:36,661 - mmaction - INFO - Epoch [35][2340/3134] lr: 0.01000, eta: 1 day, 9:17:08, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5875, loss_cls: 3.0919, loss: 3.0919 2020-06-17 12:25:48,386 - mmaction - INFO - Epoch [35][2360/3134] lr: 0.01000, eta: 1 day, 9:16:57, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6062, loss_cls: 2.9455, loss: 2.9455 2020-06-17 12:25:59,988 - mmaction - INFO - Epoch [35][2380/3134] lr: 0.01000, eta: 1 day, 9:16:45, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6031, loss_cls: 2.8878, loss: 2.8878 2020-06-17 12:26:11,592 - mmaction - INFO - Epoch [35][2400/3134] lr: 0.01000, eta: 1 day, 9:16:33, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6531, loss_cls: 2.8845, loss: 2.8845 2020-06-17 12:26:23,313 - mmaction - INFO - Epoch [35][2420/3134] lr: 0.01000, eta: 1 day, 9:16:21, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5500, loss_cls: 3.2689, loss: 3.2689 2020-06-17 12:26:34,965 - mmaction - INFO - Epoch [35][2440/3134] lr: 0.01000, eta: 1 day, 9:16:09, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6156, loss_cls: 2.8899, loss: 2.8899 2020-06-17 12:26:46,548 - mmaction - INFO - Epoch [35][2460/3134] lr: 0.01000, eta: 1 day, 9:15:57, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5813, loss_cls: 3.0900, loss: 3.0900 2020-06-17 12:26:58,166 - mmaction - INFO - Epoch [35][2480/3134] lr: 0.01000, eta: 1 day, 9:15:45, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.2812, top5_acc: 0.5531, loss_cls: 3.1482, loss: 3.1482 2020-06-17 12:27:09,752 - mmaction - INFO - Epoch [35][2500/3134] lr: 0.01000, eta: 1 day, 9:15:33, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3594, top5_acc: 0.5969, loss_cls: 2.9888, loss: 2.9888 2020-06-17 12:27:21,380 - mmaction - INFO - Epoch [35][2520/3134] lr: 0.01000, eta: 1 day, 9:15:22, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6344, loss_cls: 2.8450, loss: 2.8450 2020-06-17 12:27:33,007 - mmaction - INFO - Epoch [35][2540/3134] lr: 0.01000, eta: 1 day, 9:15:10, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6188, loss_cls: 2.9759, loss: 2.9759 2020-06-17 12:27:44,595 - mmaction - INFO - Epoch [35][2560/3134] lr: 0.01000, eta: 1 day, 9:14:58, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6062, loss_cls: 3.0094, loss: 3.0094 2020-06-17 12:27:56,128 - mmaction - INFO - Epoch [35][2580/3134] lr: 0.01000, eta: 1 day, 9:14:46, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6188, loss_cls: 2.8856, loss: 2.8856 2020-06-17 12:28:07,693 - mmaction - INFO - Epoch [35][2600/3134] lr: 0.01000, eta: 1 day, 9:14:34, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6875, loss_cls: 2.7303, loss: 2.7303 2020-06-17 12:28:19,267 - mmaction - INFO - Epoch [35][2620/3134] lr: 0.01000, eta: 1 day, 9:14:22, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3719, top5_acc: 0.5781, loss_cls: 2.9766, loss: 2.9766 2020-06-17 12:28:30,842 - mmaction - INFO - Epoch [35][2640/3134] lr: 0.01000, eta: 1 day, 9:14:10, time: 0.577, data_time: 0.000, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6000, loss_cls: 2.9978, loss: 2.9978 2020-06-17 12:28:42,413 - mmaction - INFO - Epoch [35][2660/3134] lr: 0.01000, eta: 1 day, 9:13:58, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5844, loss_cls: 3.1118, loss: 3.1118 2020-06-17 12:28:53,998 - mmaction - INFO - Epoch [35][2680/3134] lr: 0.01000, eta: 1 day, 9:13:46, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5906, loss_cls: 3.0618, loss: 3.0618 2020-06-17 12:29:05,631 - mmaction - INFO - Epoch [35][2700/3134] lr: 0.01000, eta: 1 day, 9:13:34, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3344, top5_acc: 0.6031, loss_cls: 3.0016, loss: 3.0016 2020-06-17 12:29:17,243 - mmaction - INFO - Epoch [35][2720/3134] lr: 0.01000, eta: 1 day, 9:13:22, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6406, loss_cls: 2.8484, loss: 2.8484 2020-06-17 12:29:28,971 - mmaction - INFO - Epoch [35][2740/3134] lr: 0.01000, eta: 1 day, 9:13:10, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5844, loss_cls: 3.0427, loss: 3.0427 2020-06-17 12:29:40,515 - mmaction - INFO - Epoch [35][2760/3134] lr: 0.01000, eta: 1 day, 9:12:58, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6406, loss_cls: 2.8686, loss: 2.8686 2020-06-17 12:29:52,148 - mmaction - INFO - Epoch [35][2780/3134] lr: 0.01000, eta: 1 day, 9:12:46, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5906, loss_cls: 3.0028, loss: 3.0028 2020-06-17 12:30:03,862 - mmaction - INFO - Epoch [35][2800/3134] lr: 0.01000, eta: 1 day, 9:12:35, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6094, loss_cls: 2.9905, loss: 2.9905 2020-06-17 12:30:15,543 - mmaction - INFO - Epoch [35][2820/3134] lr: 0.01000, eta: 1 day, 9:12:23, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4000, top5_acc: 0.6250, loss_cls: 2.7997, loss: 2.7997 2020-06-17 12:30:27,057 - mmaction - INFO - Epoch [35][2840/3134] lr: 0.01000, eta: 1 day, 9:12:11, time: 0.575, data_time: 0.000, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6406, loss_cls: 2.8769, loss: 2.8769 2020-06-17 12:30:38,928 - mmaction - INFO - Epoch [35][2860/3134] lr: 0.01000, eta: 1 day, 9:11:59, time: 0.592, data_time: 0.012, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5969, loss_cls: 2.9659, loss: 2.9659 2020-06-17 12:30:50,556 - mmaction - INFO - Epoch [35][2880/3134] lr: 0.01000, eta: 1 day, 9:11:47, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3187, top5_acc: 0.6094, loss_cls: 2.9250, loss: 2.9250 2020-06-17 12:31:02,116 - mmaction - INFO - Epoch [35][2900/3134] lr: 0.01000, eta: 1 day, 9:11:35, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.3344, top5_acc: 0.6219, loss_cls: 3.0021, loss: 3.0021 2020-06-17 12:31:13,689 - mmaction - INFO - Epoch [35][2920/3134] lr: 0.01000, eta: 1 day, 9:11:23, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5781, loss_cls: 3.0113, loss: 3.0113 2020-06-17 12:31:25,227 - mmaction - INFO - Epoch [35][2940/3134] lr: 0.01000, eta: 1 day, 9:11:11, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3219, top5_acc: 0.6188, loss_cls: 3.0440, loss: 3.0440 2020-06-17 12:31:36,833 - mmaction - INFO - Epoch [35][2960/3134] lr: 0.01000, eta: 1 day, 9:10:59, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6312, loss_cls: 2.9896, loss: 2.9896 2020-06-17 12:31:48,470 - mmaction - INFO - Epoch [35][2980/3134] lr: 0.01000, eta: 1 day, 9:10:48, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3031, top5_acc: 0.6156, loss_cls: 2.9729, loss: 2.9729 2020-06-17 12:32:00,053 - mmaction - INFO - Epoch [35][3000/3134] lr: 0.01000, eta: 1 day, 9:10:36, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5813, loss_cls: 3.0945, loss: 3.0945 2020-06-17 12:32:11,662 - mmaction - INFO - Epoch [35][3020/3134] lr: 0.01000, eta: 1 day, 9:10:24, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6594, loss_cls: 2.8567, loss: 2.8567 2020-06-17 12:32:23,310 - mmaction - INFO - Epoch [35][3040/3134] lr: 0.01000, eta: 1 day, 9:10:12, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6250, loss_cls: 2.9352, loss: 2.9352 2020-06-17 12:32:34,901 - mmaction - INFO - Epoch [35][3060/3134] lr: 0.01000, eta: 1 day, 9:10:00, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6125, loss_cls: 2.9223, loss: 2.9223 2020-06-17 12:32:46,598 - mmaction - INFO - Epoch [35][3080/3134] lr: 0.01000, eta: 1 day, 9:09:48, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5656, loss_cls: 3.0845, loss: 3.0845 2020-06-17 12:32:58,219 - mmaction - INFO - Epoch [35][3100/3134] lr: 0.01000, eta: 1 day, 9:09:36, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5437, loss_cls: 3.2987, loss: 3.2987 2020-06-17 12:33:09,874 - mmaction - INFO - Epoch [35][3120/3134] lr: 0.01000, eta: 1 day, 9:09:24, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5719, loss_cls: 3.1296, loss: 3.1296 2020-06-17 12:33:46,155 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-17 12:33:47,410 - mmaction - INFO - top1_acc 0.2487 top5_acc 0.4948 2020-06-17 12:33:47,427 - mmaction - INFO - Epoch [35][3134/3134] lr: 0.01000, top1_acc: 0.2487, top5_acc: 0.4948 2020-06-17 12:34:02,729 - mmaction - INFO - Epoch [36][20/3134] lr: 0.01000, eta: 1 day, 9:08:56, time: 0.765, data_time: 0.188, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6156, loss_cls: 2.9007, loss: 2.9007 2020-06-17 12:34:14,334 - mmaction - INFO - Epoch [36][40/3134] lr: 0.01000, eta: 1 day, 9:08:44, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5938, loss_cls: 2.9292, loss: 2.9292 2020-06-17 12:34:25,932 - mmaction - INFO - Epoch [36][60/3134] lr: 0.01000, eta: 1 day, 9:08:32, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6219, loss_cls: 2.8910, loss: 2.8910 2020-06-17 12:34:37,546 - mmaction - INFO - Epoch [36][80/3134] lr: 0.01000, eta: 1 day, 9:08:20, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6062, loss_cls: 2.8339, loss: 2.8339 2020-06-17 12:34:49,137 - mmaction - INFO - Epoch [36][100/3134] lr: 0.01000, eta: 1 day, 9:08:08, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3844, top5_acc: 0.6312, loss_cls: 2.8850, loss: 2.8850 2020-06-17 12:35:00,693 - mmaction - INFO - Epoch [36][120/3134] lr: 0.01000, eta: 1 day, 9:07:56, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6562, loss_cls: 2.6461, loss: 2.6461 2020-06-17 12:35:12,261 - mmaction - INFO - Epoch [36][140/3134] lr: 0.01000, eta: 1 day, 9:07:44, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6062, loss_cls: 2.9994, loss: 2.9994 2020-06-17 12:35:23,955 - mmaction - INFO - Epoch [36][160/3134] lr: 0.01000, eta: 1 day, 9:07:32, time: 0.583, data_time: 0.000, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5969, loss_cls: 2.9441, loss: 2.9441 2020-06-17 12:35:35,604 - mmaction - INFO - Epoch [36][180/3134] lr: 0.01000, eta: 1 day, 9:07:20, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.4000, top5_acc: 0.6219, loss_cls: 2.8297, loss: 2.8297 2020-06-17 12:35:47,263 - mmaction - INFO - Epoch [36][200/3134] lr: 0.01000, eta: 1 day, 9:07:09, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4125, top5_acc: 0.6687, loss_cls: 2.5586, loss: 2.5586 2020-06-17 12:35:58,837 - mmaction - INFO - Epoch [36][220/3134] lr: 0.01000, eta: 1 day, 9:06:57, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6312, loss_cls: 2.8841, loss: 2.8841 2020-06-17 12:36:10,520 - mmaction - INFO - Epoch [36][240/3134] lr: 0.01000, eta: 1 day, 9:06:45, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6219, loss_cls: 2.8910, loss: 2.8910 2020-06-17 12:36:22,047 - mmaction - INFO - Epoch [36][260/3134] lr: 0.01000, eta: 1 day, 9:06:33, time: 0.579, data_time: 0.004, memory: 8339, top1_acc: 0.3594, top5_acc: 0.5750, loss_cls: 3.0488, loss: 3.0488 2020-06-17 12:36:33,660 - mmaction - INFO - Epoch [36][280/3134] lr: 0.01000, eta: 1 day, 9:06:21, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6312, loss_cls: 2.8499, loss: 2.8499 2020-06-17 12:36:45,207 - mmaction - INFO - Epoch [36][300/3134] lr: 0.01000, eta: 1 day, 9:06:09, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4000, top5_acc: 0.6344, loss_cls: 2.7630, loss: 2.7630 2020-06-17 12:36:56,888 - mmaction - INFO - Epoch [36][320/3134] lr: 0.01000, eta: 1 day, 9:05:57, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3844, top5_acc: 0.6281, loss_cls: 2.8299, loss: 2.8299 2020-06-17 12:37:08,449 - mmaction - INFO - Epoch [36][340/3134] lr: 0.01000, eta: 1 day, 9:05:45, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6250, loss_cls: 2.8956, loss: 2.8956 2020-06-17 12:37:20,049 - mmaction - INFO - Epoch [36][360/3134] lr: 0.01000, eta: 1 day, 9:05:33, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6219, loss_cls: 2.9062, loss: 2.9062 2020-06-17 12:37:31,683 - mmaction - INFO - Epoch [36][380/3134] lr: 0.01000, eta: 1 day, 9:05:21, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6031, loss_cls: 2.9086, loss: 2.9086 2020-06-17 12:37:43,299 - mmaction - INFO - Epoch [36][400/3134] lr: 0.01000, eta: 1 day, 9:05:09, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6125, loss_cls: 2.8996, loss: 2.8996 2020-06-17 12:37:54,867 - mmaction - INFO - Epoch [36][420/3134] lr: 0.01000, eta: 1 day, 9:04:57, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6375, loss_cls: 2.8641, loss: 2.8641 2020-06-17 12:38:06,441 - mmaction - INFO - Epoch [36][440/3134] lr: 0.01000, eta: 1 day, 9:04:45, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6125, loss_cls: 2.9105, loss: 2.9105 2020-06-17 12:38:18,046 - mmaction - INFO - Epoch [36][460/3134] lr: 0.01000, eta: 1 day, 9:04:33, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6594, loss_cls: 2.7068, loss: 2.7068 2020-06-17 12:38:29,683 - mmaction - INFO - Epoch [36][480/3134] lr: 0.01000, eta: 1 day, 9:04:21, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3312, top5_acc: 0.6156, loss_cls: 2.9040, loss: 2.9040 2020-06-17 12:38:41,344 - mmaction - INFO - Epoch [36][500/3134] lr: 0.01000, eta: 1 day, 9:04:10, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6031, loss_cls: 2.9541, loss: 2.9541 2020-06-17 12:38:52,976 - mmaction - INFO - Epoch [36][520/3134] lr: 0.01000, eta: 1 day, 9:03:58, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5813, loss_cls: 3.1001, loss: 3.1001 2020-06-17 12:39:04,607 - mmaction - INFO - Epoch [36][540/3134] lr: 0.01000, eta: 1 day, 9:03:46, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6156, loss_cls: 2.8823, loss: 2.8823 2020-06-17 12:39:16,244 - mmaction - INFO - Epoch [36][560/3134] lr: 0.01000, eta: 1 day, 9:03:34, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3688, top5_acc: 0.5906, loss_cls: 2.9448, loss: 2.9448 2020-06-17 12:39:27,899 - mmaction - INFO - Epoch [36][580/3134] lr: 0.01000, eta: 1 day, 9:03:22, time: 0.583, data_time: 0.000, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6156, loss_cls: 2.9389, loss: 2.9389 2020-06-17 12:39:39,536 - mmaction - INFO - Epoch [36][600/3134] lr: 0.01000, eta: 1 day, 9:03:10, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5750, loss_cls: 3.0394, loss: 3.0394 2020-06-17 12:39:51,134 - mmaction - INFO - Epoch [36][620/3134] lr: 0.01000, eta: 1 day, 9:02:58, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3656, top5_acc: 0.5813, loss_cls: 3.0491, loss: 3.0491 2020-06-17 12:40:02,749 - mmaction - INFO - Epoch [36][640/3134] lr: 0.01000, eta: 1 day, 9:02:46, time: 0.577, data_time: 0.000, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6188, loss_cls: 2.9377, loss: 2.9377 2020-06-17 12:40:14,397 - mmaction - INFO - Epoch [36][660/3134] lr: 0.01000, eta: 1 day, 9:02:35, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3281, top5_acc: 0.6406, loss_cls: 2.8967, loss: 2.8967 2020-06-17 12:40:25,997 - mmaction - INFO - Epoch [36][680/3134] lr: 0.01000, eta: 1 day, 9:02:23, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5906, loss_cls: 2.9954, loss: 2.9954 2020-06-17 12:40:37,617 - mmaction - INFO - Epoch [36][700/3134] lr: 0.01000, eta: 1 day, 9:02:11, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3812, top5_acc: 0.6062, loss_cls: 2.9468, loss: 2.9468 2020-06-17 12:40:49,222 - mmaction - INFO - Epoch [36][720/3134] lr: 0.01000, eta: 1 day, 9:01:59, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3750, top5_acc: 0.5906, loss_cls: 2.9842, loss: 2.9842 2020-06-17 12:41:00,859 - mmaction - INFO - Epoch [36][740/3134] lr: 0.01000, eta: 1 day, 9:01:47, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6312, loss_cls: 2.9783, loss: 2.9783 2020-06-17 12:41:12,464 - mmaction - INFO - Epoch [36][760/3134] lr: 0.01000, eta: 1 day, 9:01:35, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5844, loss_cls: 3.0866, loss: 3.0866 2020-06-17 12:41:24,045 - mmaction - INFO - Epoch [36][780/3134] lr: 0.01000, eta: 1 day, 9:01:23, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6531, loss_cls: 2.8426, loss: 2.8426 2020-06-17 12:41:35,631 - mmaction - INFO - Epoch [36][800/3134] lr: 0.01000, eta: 1 day, 9:01:11, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6188, loss_cls: 2.9321, loss: 2.9321 2020-06-17 12:41:47,208 - mmaction - INFO - Epoch [36][820/3134] lr: 0.01000, eta: 1 day, 9:00:59, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5531, loss_cls: 3.1239, loss: 3.1239 2020-06-17 12:41:58,918 - mmaction - INFO - Epoch [36][840/3134] lr: 0.01000, eta: 1 day, 9:00:47, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6750, loss_cls: 2.7664, loss: 2.7664 2020-06-17 12:42:10,556 - mmaction - INFO - Epoch [36][860/3134] lr: 0.01000, eta: 1 day, 9:00:36, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6094, loss_cls: 2.8905, loss: 2.8905 2020-06-17 12:42:22,113 - mmaction - INFO - Epoch [36][880/3134] lr: 0.01000, eta: 1 day, 9:00:24, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3344, top5_acc: 0.6094, loss_cls: 2.9356, loss: 2.9356 2020-06-17 12:42:33,725 - mmaction - INFO - Epoch [36][900/3134] lr: 0.01000, eta: 1 day, 9:00:12, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6125, loss_cls: 3.0281, loss: 3.0281 2020-06-17 12:42:45,365 - mmaction - INFO - Epoch [36][920/3134] lr: 0.01000, eta: 1 day, 9:00:00, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6719, loss_cls: 2.7260, loss: 2.7260 2020-06-17 12:42:56,940 - mmaction - INFO - Epoch [36][940/3134] lr: 0.01000, eta: 1 day, 8:59:48, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3688, top5_acc: 0.5969, loss_cls: 2.9681, loss: 2.9681 2020-06-17 12:43:08,567 - mmaction - INFO - Epoch [36][960/3134] lr: 0.01000, eta: 1 day, 8:59:36, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3344, top5_acc: 0.6000, loss_cls: 3.0533, loss: 3.0533 2020-06-17 12:43:20,185 - mmaction - INFO - Epoch [36][980/3134] lr: 0.01000, eta: 1 day, 8:59:24, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5906, loss_cls: 2.9994, loss: 2.9994 2020-06-17 12:43:31,860 - mmaction - INFO - Epoch [36][1000/3134] lr: 0.01000, eta: 1 day, 8:59:12, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6250, loss_cls: 2.9579, loss: 2.9579 2020-06-17 12:43:43,428 - mmaction - INFO - Epoch [36][1020/3134] lr: 0.01000, eta: 1 day, 8:59:00, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5875, loss_cls: 3.1389, loss: 3.1389 2020-06-17 12:43:55,116 - mmaction - INFO - Epoch [36][1040/3134] lr: 0.01000, eta: 1 day, 8:58:49, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5844, loss_cls: 3.1434, loss: 3.1434 2020-06-17 12:44:06,794 - mmaction - INFO - Epoch [36][1060/3134] lr: 0.01000, eta: 1 day, 8:58:37, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6125, loss_cls: 2.9139, loss: 2.9139 2020-06-17 12:44:18,439 - mmaction - INFO - Epoch [36][1080/3134] lr: 0.01000, eta: 1 day, 8:58:25, time: 0.583, data_time: 0.005, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6219, loss_cls: 2.8935, loss: 2.8935 2020-06-17 12:44:30,104 - mmaction - INFO - Epoch [36][1100/3134] lr: 0.01000, eta: 1 day, 8:58:13, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6188, loss_cls: 2.9750, loss: 2.9750 2020-06-17 12:44:41,680 - mmaction - INFO - Epoch [36][1120/3134] lr: 0.01000, eta: 1 day, 8:58:01, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5844, loss_cls: 3.0510, loss: 3.0510 2020-06-17 12:44:53,326 - mmaction - INFO - Epoch [36][1140/3134] lr: 0.01000, eta: 1 day, 8:57:49, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5750, loss_cls: 2.9923, loss: 2.9923 2020-06-17 12:45:05,075 - mmaction - INFO - Epoch [36][1160/3134] lr: 0.01000, eta: 1 day, 8:57:38, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6062, loss_cls: 2.8730, loss: 2.8730 2020-06-17 12:45:16,641 - mmaction - INFO - Epoch [36][1180/3134] lr: 0.01000, eta: 1 day, 8:57:26, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3312, top5_acc: 0.6188, loss_cls: 2.9658, loss: 2.9658 2020-06-17 12:45:28,278 - mmaction - INFO - Epoch [36][1200/3134] lr: 0.01000, eta: 1 day, 8:57:14, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6125, loss_cls: 2.9014, loss: 2.9014 2020-06-17 12:45:39,856 - mmaction - INFO - Epoch [36][1220/3134] lr: 0.01000, eta: 1 day, 8:57:02, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5781, loss_cls: 2.9959, loss: 2.9959 2020-06-17 12:45:51,459 - mmaction - INFO - Epoch [36][1240/3134] lr: 0.01000, eta: 1 day, 8:56:50, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4031, top5_acc: 0.6312, loss_cls: 2.8633, loss: 2.8633 2020-06-17 12:46:03,116 - mmaction - INFO - Epoch [36][1260/3134] lr: 0.01000, eta: 1 day, 8:56:38, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5938, loss_cls: 3.1316, loss: 3.1316 2020-06-17 12:46:14,744 - mmaction - INFO - Epoch [36][1280/3134] lr: 0.01000, eta: 1 day, 8:56:26, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6219, loss_cls: 2.9732, loss: 2.9732 2020-06-17 12:46:26,300 - mmaction - INFO - Epoch [36][1300/3134] lr: 0.01000, eta: 1 day, 8:56:14, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5625, loss_cls: 3.1051, loss: 3.1051 2020-06-17 12:46:37,928 - mmaction - INFO - Epoch [36][1320/3134] lr: 0.01000, eta: 1 day, 8:56:02, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3344, top5_acc: 0.6562, loss_cls: 2.8120, loss: 2.8120 2020-06-17 12:46:49,546 - mmaction - INFO - Epoch [36][1340/3134] lr: 0.01000, eta: 1 day, 8:55:50, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5750, loss_cls: 3.1181, loss: 3.1181 2020-06-17 12:47:01,116 - mmaction - INFO - Epoch [36][1360/3134] lr: 0.01000, eta: 1 day, 8:55:38, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3812, top5_acc: 0.6312, loss_cls: 2.8904, loss: 2.8904 2020-06-17 12:47:12,758 - mmaction - INFO - Epoch [36][1380/3134] lr: 0.01000, eta: 1 day, 8:55:27, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3969, top5_acc: 0.6094, loss_cls: 2.8426, loss: 2.8426 2020-06-17 12:47:24,308 - mmaction - INFO - Epoch [36][1400/3134] lr: 0.01000, eta: 1 day, 8:55:15, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6281, loss_cls: 2.7767, loss: 2.7767 2020-06-17 12:47:35,909 - mmaction - INFO - Epoch [36][1420/3134] lr: 0.01000, eta: 1 day, 8:55:03, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5563, loss_cls: 3.1183, loss: 3.1183 2020-06-17 12:47:47,549 - mmaction - INFO - Epoch [36][1440/3134] lr: 0.01000, eta: 1 day, 8:54:51, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5594, loss_cls: 3.1535, loss: 3.1535 2020-06-17 12:47:59,146 - mmaction - INFO - Epoch [36][1460/3134] lr: 0.01000, eta: 1 day, 8:54:39, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6469, loss_cls: 2.9301, loss: 2.9301 2020-06-17 12:48:10,765 - mmaction - INFO - Epoch [36][1480/3134] lr: 0.01000, eta: 1 day, 8:54:27, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6156, loss_cls: 2.8413, loss: 2.8413 2020-06-17 12:48:22,434 - mmaction - INFO - Epoch [36][1500/3134] lr: 0.01000, eta: 1 day, 8:54:15, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6031, loss_cls: 2.9754, loss: 2.9754 2020-06-17 12:48:34,023 - mmaction - INFO - Epoch [36][1520/3134] lr: 0.01000, eta: 1 day, 8:54:03, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6312, loss_cls: 3.0116, loss: 3.0116 2020-06-17 12:48:45,666 - mmaction - INFO - Epoch [36][1540/3134] lr: 0.01000, eta: 1 day, 8:53:51, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3094, top5_acc: 0.6094, loss_cls: 3.0427, loss: 3.0427 2020-06-17 12:48:57,255 - mmaction - INFO - Epoch [36][1560/3134] lr: 0.01000, eta: 1 day, 8:53:39, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6062, loss_cls: 2.8800, loss: 2.8800 2020-06-17 12:49:08,907 - mmaction - INFO - Epoch [36][1580/3134] lr: 0.01000, eta: 1 day, 8:53:28, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4000, top5_acc: 0.6125, loss_cls: 2.7928, loss: 2.7928 2020-06-17 12:49:20,534 - mmaction - INFO - Epoch [36][1600/3134] lr: 0.01000, eta: 1 day, 8:53:16, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6438, loss_cls: 2.8438, loss: 2.8438 2020-06-17 12:49:32,101 - mmaction - INFO - Epoch [36][1620/3134] lr: 0.01000, eta: 1 day, 8:53:04, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6844, loss_cls: 2.7765, loss: 2.7765 2020-06-17 12:49:43,701 - mmaction - INFO - Epoch [36][1640/3134] lr: 0.01000, eta: 1 day, 8:52:52, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5594, loss_cls: 3.1377, loss: 3.1377 2020-06-17 12:49:55,299 - mmaction - INFO - Epoch [36][1660/3134] lr: 0.01000, eta: 1 day, 8:52:40, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6281, loss_cls: 2.9203, loss: 2.9203 2020-06-17 12:50:06,890 - mmaction - INFO - Epoch [36][1680/3134] lr: 0.01000, eta: 1 day, 8:52:28, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3344, top5_acc: 0.6062, loss_cls: 3.0198, loss: 3.0198 2020-06-17 12:50:18,623 - mmaction - INFO - Epoch [36][1700/3134] lr: 0.01000, eta: 1 day, 8:52:16, time: 0.583, data_time: 0.008, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6438, loss_cls: 2.8104, loss: 2.8104 2020-06-17 12:50:30,222 - mmaction - INFO - Epoch [36][1720/3134] lr: 0.01000, eta: 1 day, 8:52:04, time: 0.583, data_time: 0.005, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6687, loss_cls: 2.7331, loss: 2.7331 2020-06-17 12:50:41,797 - mmaction - INFO - Epoch [36][1740/3134] lr: 0.01000, eta: 1 day, 8:51:52, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6156, loss_cls: 2.9261, loss: 2.9261 2020-06-17 12:50:53,466 - mmaction - INFO - Epoch [36][1760/3134] lr: 0.01000, eta: 1 day, 8:51:40, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3625, top5_acc: 0.5938, loss_cls: 2.9462, loss: 2.9462 2020-06-17 12:51:05,123 - mmaction - INFO - Epoch [36][1780/3134] lr: 0.01000, eta: 1 day, 8:51:29, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6094, loss_cls: 2.8880, loss: 2.8880 2020-06-17 12:51:16,785 - mmaction - INFO - Epoch [36][1800/3134] lr: 0.01000, eta: 1 day, 8:51:17, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5781, loss_cls: 3.1017, loss: 3.1017 2020-06-17 12:51:28,402 - mmaction - INFO - Epoch [36][1820/3134] lr: 0.01000, eta: 1 day, 8:51:05, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5531, loss_cls: 3.2636, loss: 3.2636 2020-06-17 12:51:39,955 - mmaction - INFO - Epoch [36][1840/3134] lr: 0.01000, eta: 1 day, 8:50:53, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6094, loss_cls: 2.8212, loss: 2.8212 2020-06-17 12:51:51,594 - mmaction - INFO - Epoch [36][1860/3134] lr: 0.01000, eta: 1 day, 8:50:41, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5750, loss_cls: 3.0804, loss: 3.0804 2020-06-17 12:52:03,161 - mmaction - INFO - Epoch [36][1880/3134] lr: 0.01000, eta: 1 day, 8:50:29, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6438, loss_cls: 2.9039, loss: 2.9039 2020-06-17 12:52:14,815 - mmaction - INFO - Epoch [36][1900/3134] lr: 0.01000, eta: 1 day, 8:50:17, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6250, loss_cls: 2.9382, loss: 2.9382 2020-06-17 12:52:26,461 - mmaction - INFO - Epoch [36][1920/3134] lr: 0.01000, eta: 1 day, 8:50:05, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3844, top5_acc: 0.6188, loss_cls: 2.8182, loss: 2.8182 2020-06-17 12:52:38,041 - mmaction - INFO - Epoch [36][1940/3134] lr: 0.01000, eta: 1 day, 8:49:54, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6188, loss_cls: 3.0219, loss: 3.0219 2020-06-17 12:52:49,643 - mmaction - INFO - Epoch [36][1960/3134] lr: 0.01000, eta: 1 day, 8:49:42, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6406, loss_cls: 2.8438, loss: 2.8438 2020-06-17 12:53:01,345 - mmaction - INFO - Epoch [36][1980/3134] lr: 0.01000, eta: 1 day, 8:49:30, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6344, loss_cls: 2.8690, loss: 2.8690 2020-06-17 12:53:12,976 - mmaction - INFO - Epoch [36][2000/3134] lr: 0.01000, eta: 1 day, 8:49:18, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6531, loss_cls: 2.6895, loss: 2.6895 2020-06-17 12:53:24,560 - mmaction - INFO - Epoch [36][2020/3134] lr: 0.01000, eta: 1 day, 8:49:06, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5813, loss_cls: 3.0796, loss: 3.0796 2020-06-17 12:53:36,126 - mmaction - INFO - Epoch [36][2040/3134] lr: 0.01000, eta: 1 day, 8:48:54, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5781, loss_cls: 3.0393, loss: 3.0393 2020-06-17 12:53:47,790 - mmaction - INFO - Epoch [36][2060/3134] lr: 0.01000, eta: 1 day, 8:48:42, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3063, top5_acc: 0.6188, loss_cls: 2.9605, loss: 2.9605 2020-06-17 12:53:59,446 - mmaction - INFO - Epoch [36][2080/3134] lr: 0.01000, eta: 1 day, 8:48:30, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3844, top5_acc: 0.6281, loss_cls: 2.7969, loss: 2.7969 2020-06-17 12:54:11,097 - mmaction - INFO - Epoch [36][2100/3134] lr: 0.01000, eta: 1 day, 8:48:19, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6375, loss_cls: 2.7857, loss: 2.7857 2020-06-17 12:54:22,691 - mmaction - INFO - Epoch [36][2120/3134] lr: 0.01000, eta: 1 day, 8:48:07, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5875, loss_cls: 3.0629, loss: 3.0629 2020-06-17 12:54:34,352 - mmaction - INFO - Epoch [36][2140/3134] lr: 0.01000, eta: 1 day, 8:47:55, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3688, top5_acc: 0.5906, loss_cls: 2.9427, loss: 2.9427 2020-06-17 12:54:45,927 - mmaction - INFO - Epoch [36][2160/3134] lr: 0.01000, eta: 1 day, 8:47:43, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6375, loss_cls: 2.8370, loss: 2.8370 2020-06-17 12:54:57,540 - mmaction - INFO - Epoch [36][2180/3134] lr: 0.01000, eta: 1 day, 8:47:31, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6281, loss_cls: 2.8978, loss: 2.8978 2020-06-17 12:55:09,175 - mmaction - INFO - Epoch [36][2200/3134] lr: 0.01000, eta: 1 day, 8:47:19, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6406, loss_cls: 2.9184, loss: 2.9184 2020-06-17 12:55:20,849 - mmaction - INFO - Epoch [36][2220/3134] lr: 0.01000, eta: 1 day, 8:47:07, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5719, loss_cls: 3.1819, loss: 3.1819 2020-06-17 12:55:32,479 - mmaction - INFO - Epoch [36][2240/3134] lr: 0.01000, eta: 1 day, 8:46:55, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.3594, top5_acc: 0.5813, loss_cls: 3.1221, loss: 3.1221 2020-06-17 12:55:44,066 - mmaction - INFO - Epoch [36][2260/3134] lr: 0.01000, eta: 1 day, 8:46:43, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5594, loss_cls: 3.0815, loss: 3.0815 2020-06-17 12:55:55,749 - mmaction - INFO - Epoch [36][2280/3134] lr: 0.01000, eta: 1 day, 8:46:32, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5938, loss_cls: 3.0659, loss: 3.0659 2020-06-17 12:56:07,325 - mmaction - INFO - Epoch [36][2300/3134] lr: 0.01000, eta: 1 day, 8:46:20, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6094, loss_cls: 3.0816, loss: 3.0816 2020-06-17 12:56:18,874 - mmaction - INFO - Epoch [36][2320/3134] lr: 0.01000, eta: 1 day, 8:46:08, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5969, loss_cls: 3.0666, loss: 3.0666 2020-06-17 12:56:30,441 - mmaction - INFO - Epoch [36][2340/3134] lr: 0.01000, eta: 1 day, 8:45:56, time: 0.577, data_time: 0.004, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6031, loss_cls: 3.0031, loss: 3.0031 2020-06-17 12:56:42,075 - mmaction - INFO - Epoch [36][2360/3134] lr: 0.01000, eta: 1 day, 8:45:44, time: 0.584, data_time: 0.005, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6844, loss_cls: 2.7541, loss: 2.7541 2020-06-17 12:56:53,680 - mmaction - INFO - Epoch [36][2380/3134] lr: 0.01000, eta: 1 day, 8:45:32, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6250, loss_cls: 2.9052, loss: 2.9052 2020-06-17 12:57:05,347 - mmaction - INFO - Epoch [36][2400/3134] lr: 0.01000, eta: 1 day, 8:45:20, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5938, loss_cls: 3.0770, loss: 3.0770 2020-06-17 12:57:16,968 - mmaction - INFO - Epoch [36][2420/3134] lr: 0.01000, eta: 1 day, 8:45:08, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4000, top5_acc: 0.5938, loss_cls: 2.9715, loss: 2.9715 2020-06-17 12:57:28,654 - mmaction - INFO - Epoch [36][2440/3134] lr: 0.01000, eta: 1 day, 8:44:56, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.2781, top5_acc: 0.5437, loss_cls: 3.3076, loss: 3.3076 2020-06-17 12:57:40,351 - mmaction - INFO - Epoch [36][2460/3134] lr: 0.01000, eta: 1 day, 8:44:45, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6156, loss_cls: 2.9315, loss: 2.9315 2020-06-17 12:57:51,947 - mmaction - INFO - Epoch [36][2480/3134] lr: 0.01000, eta: 1 day, 8:44:33, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3812, top5_acc: 0.6219, loss_cls: 2.9399, loss: 2.9399 2020-06-17 12:58:03,556 - mmaction - INFO - Epoch [36][2500/3134] lr: 0.01000, eta: 1 day, 8:44:21, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6094, loss_cls: 2.9893, loss: 2.9893 2020-06-17 12:58:15,195 - mmaction - INFO - Epoch [36][2520/3134] lr: 0.01000, eta: 1 day, 8:44:09, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6188, loss_cls: 2.9699, loss: 2.9699 2020-06-17 12:58:26,842 - mmaction - INFO - Epoch [36][2540/3134] lr: 0.01000, eta: 1 day, 8:43:57, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5563, loss_cls: 3.1139, loss: 3.1139 2020-06-17 12:58:38,469 - mmaction - INFO - Epoch [36][2560/3134] lr: 0.01000, eta: 1 day, 8:43:45, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6125, loss_cls: 2.9465, loss: 2.9465 2020-06-17 12:58:50,086 - mmaction - INFO - Epoch [36][2580/3134] lr: 0.01000, eta: 1 day, 8:43:33, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6375, loss_cls: 2.8598, loss: 2.8598 2020-06-17 12:59:01,739 - mmaction - INFO - Epoch [36][2600/3134] lr: 0.01000, eta: 1 day, 8:43:22, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3937, top5_acc: 0.6438, loss_cls: 2.8314, loss: 2.8314 2020-06-17 12:59:13,387 - mmaction - INFO - Epoch [36][2620/3134] lr: 0.01000, eta: 1 day, 8:43:10, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6094, loss_cls: 2.8956, loss: 2.8956 2020-06-17 12:59:24,965 - mmaction - INFO - Epoch [36][2640/3134] lr: 0.01000, eta: 1 day, 8:42:58, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6375, loss_cls: 2.7803, loss: 2.7803 2020-06-17 12:59:36,637 - mmaction - INFO - Epoch [36][2660/3134] lr: 0.01000, eta: 1 day, 8:42:46, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5969, loss_cls: 3.0358, loss: 3.0358 2020-06-17 12:59:48,175 - mmaction - INFO - Epoch [36][2680/3134] lr: 0.01000, eta: 1 day, 8:42:34, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6344, loss_cls: 2.9161, loss: 2.9161 2020-06-17 12:59:59,875 - mmaction - INFO - Epoch [36][2700/3134] lr: 0.01000, eta: 1 day, 8:42:22, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5969, loss_cls: 2.9815, loss: 2.9815 2020-06-17 13:00:13,501 - mmaction - INFO - Epoch [36][2720/3134] lr: 0.01000, eta: 1 day, 8:42:13, time: 0.659, data_time: 0.003, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6281, loss_cls: 2.9245, loss: 2.9245 2020-06-17 13:00:25,861 - mmaction - INFO - Epoch [36][2740/3134] lr: 0.01000, eta: 1 day, 8:42:03, time: 0.642, data_time: 0.033, memory: 8339, top1_acc: 0.3781, top5_acc: 0.5781, loss_cls: 3.0035, loss: 3.0035 2020-06-17 13:00:37,496 - mmaction - INFO - Epoch [36][2760/3134] lr: 0.01000, eta: 1 day, 8:41:51, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3844, top5_acc: 0.6500, loss_cls: 2.7766, loss: 2.7766 2020-06-17 13:00:49,105 - mmaction - INFO - Epoch [36][2780/3134] lr: 0.01000, eta: 1 day, 8:41:40, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5781, loss_cls: 3.1232, loss: 3.1232 2020-06-17 13:01:00,730 - mmaction - INFO - Epoch [36][2800/3134] lr: 0.01000, eta: 1 day, 8:41:28, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5844, loss_cls: 2.9934, loss: 2.9934 2020-06-17 13:01:12,339 - mmaction - INFO - Epoch [36][2820/3134] lr: 0.01000, eta: 1 day, 8:41:16, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.2844, top5_acc: 0.6156, loss_cls: 3.0261, loss: 3.0261 2020-06-17 13:01:23,920 - mmaction - INFO - Epoch [36][2840/3134] lr: 0.01000, eta: 1 day, 8:41:04, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5625, loss_cls: 3.0808, loss: 3.0808 2020-06-17 13:01:35,667 - mmaction - INFO - Epoch [36][2860/3134] lr: 0.01000, eta: 1 day, 8:40:52, time: 0.588, data_time: 0.002, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6031, loss_cls: 2.9591, loss: 2.9591 2020-06-17 13:01:47,270 - mmaction - INFO - Epoch [36][2880/3134] lr: 0.01000, eta: 1 day, 8:40:40, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6281, loss_cls: 2.8662, loss: 2.8662 2020-06-17 13:01:58,867 - mmaction - INFO - Epoch [36][2900/3134] lr: 0.01000, eta: 1 day, 8:40:28, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3812, top5_acc: 0.6000, loss_cls: 2.8591, loss: 2.8591 2020-06-17 13:02:10,453 - mmaction - INFO - Epoch [36][2920/3134] lr: 0.01000, eta: 1 day, 8:40:16, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6125, loss_cls: 2.9113, loss: 2.9113 2020-06-17 13:02:22,115 - mmaction - INFO - Epoch [36][2940/3134] lr: 0.01000, eta: 1 day, 8:40:05, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6031, loss_cls: 3.0699, loss: 3.0699 2020-06-17 13:02:33,722 - mmaction - INFO - Epoch [36][2960/3134] lr: 0.01000, eta: 1 day, 8:39:53, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6188, loss_cls: 2.9423, loss: 2.9423 2020-06-17 13:02:45,374 - mmaction - INFO - Epoch [36][2980/3134] lr: 0.01000, eta: 1 day, 8:39:41, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6188, loss_cls: 2.9090, loss: 2.9090 2020-06-17 13:02:57,007 - mmaction - INFO - Epoch [36][3000/3134] lr: 0.01000, eta: 1 day, 8:39:29, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6094, loss_cls: 2.8874, loss: 2.8874 2020-06-17 13:03:08,680 - mmaction - INFO - Epoch [36][3020/3134] lr: 0.01000, eta: 1 day, 8:39:17, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6438, loss_cls: 2.9030, loss: 2.9030 2020-06-17 13:03:20,295 - mmaction - INFO - Epoch [36][3040/3134] lr: 0.01000, eta: 1 day, 8:39:05, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6031, loss_cls: 2.9611, loss: 2.9611 2020-06-17 13:03:31,935 - mmaction - INFO - Epoch [36][3060/3134] lr: 0.01000, eta: 1 day, 8:38:53, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6281, loss_cls: 2.8503, loss: 2.8503 2020-06-17 13:03:43,536 - mmaction - INFO - Epoch [36][3080/3134] lr: 0.01000, eta: 1 day, 8:38:42, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3344, top5_acc: 0.6000, loss_cls: 2.9971, loss: 2.9971 2020-06-17 13:03:55,169 - mmaction - INFO - Epoch [36][3100/3134] lr: 0.01000, eta: 1 day, 8:38:30, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3312, top5_acc: 0.6000, loss_cls: 3.0302, loss: 3.0302 2020-06-17 13:04:06,806 - mmaction - INFO - Epoch [36][3120/3134] lr: 0.01000, eta: 1 day, 8:38:18, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5875, loss_cls: 2.9896, loss: 2.9896 2020-06-17 13:04:46,177 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-17 13:04:47,433 - mmaction - INFO - top1_acc 0.2474 top5_acc 0.4954 2020-06-17 13:04:47,450 - mmaction - INFO - Epoch [36][3134/3134] lr: 0.01000, top1_acc: 0.2474, top5_acc: 0.4954 2020-06-17 13:05:02,749 - mmaction - INFO - Epoch [37][20/3134] lr: 0.01000, eta: 1 day, 8:37:50, time: 0.764, data_time: 0.190, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6250, loss_cls: 2.8460, loss: 2.8460 2020-06-17 13:05:14,358 - mmaction - INFO - Epoch [37][40/3134] lr: 0.01000, eta: 1 day, 8:37:38, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6031, loss_cls: 2.8847, loss: 2.8847 2020-06-17 13:05:25,953 - mmaction - INFO - Epoch [37][60/3134] lr: 0.01000, eta: 1 day, 8:37:26, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5906, loss_cls: 2.9261, loss: 2.9261 2020-06-17 13:05:37,584 - mmaction - INFO - Epoch [37][80/3134] lr: 0.01000, eta: 1 day, 8:37:14, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6000, loss_cls: 2.8825, loss: 2.8825 2020-06-17 13:05:49,208 - mmaction - INFO - Epoch [37][100/3134] lr: 0.01000, eta: 1 day, 8:37:02, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6813, loss_cls: 2.8925, loss: 2.8925 2020-06-17 13:06:00,796 - mmaction - INFO - Epoch [37][120/3134] lr: 0.01000, eta: 1 day, 8:36:50, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.3812, top5_acc: 0.6219, loss_cls: 2.9823, loss: 2.9823 2020-06-17 13:06:12,377 - mmaction - INFO - Epoch [37][140/3134] lr: 0.01000, eta: 1 day, 8:36:38, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3625, top5_acc: 0.5969, loss_cls: 2.9237, loss: 2.9237 2020-06-17 13:06:24,019 - mmaction - INFO - Epoch [37][160/3134] lr: 0.01000, eta: 1 day, 8:36:26, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5344, loss_cls: 3.2872, loss: 3.2872 2020-06-17 13:06:35,602 - mmaction - INFO - Epoch [37][180/3134] lr: 0.01000, eta: 1 day, 8:36:14, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6062, loss_cls: 2.9085, loss: 2.9085 2020-06-17 13:06:47,261 - mmaction - INFO - Epoch [37][200/3134] lr: 0.01000, eta: 1 day, 8:36:03, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4062, top5_acc: 0.6156, loss_cls: 2.8626, loss: 2.8626 2020-06-17 13:06:58,858 - mmaction - INFO - Epoch [37][220/3134] lr: 0.01000, eta: 1 day, 8:35:51, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6281, loss_cls: 2.9266, loss: 2.9266 2020-06-17 13:07:10,421 - mmaction - INFO - Epoch [37][240/3134] lr: 0.01000, eta: 1 day, 8:35:39, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6000, loss_cls: 3.0398, loss: 3.0398 2020-06-17 13:07:22,142 - mmaction - INFO - Epoch [37][260/3134] lr: 0.01000, eta: 1 day, 8:35:27, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6312, loss_cls: 2.8413, loss: 2.8413 2020-06-17 13:07:33,761 - mmaction - INFO - Epoch [37][280/3134] lr: 0.01000, eta: 1 day, 8:35:15, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6438, loss_cls: 2.7450, loss: 2.7450 2020-06-17 13:07:45,430 - mmaction - INFO - Epoch [37][300/3134] lr: 0.01000, eta: 1 day, 8:35:03, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6406, loss_cls: 2.8611, loss: 2.8611 2020-06-17 13:07:57,020 - mmaction - INFO - Epoch [37][320/3134] lr: 0.01000, eta: 1 day, 8:34:51, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5906, loss_cls: 2.9492, loss: 2.9492 2020-06-17 13:08:08,647 - mmaction - INFO - Epoch [37][340/3134] lr: 0.01000, eta: 1 day, 8:34:40, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5781, loss_cls: 3.0202, loss: 3.0202 2020-06-17 13:08:20,326 - mmaction - INFO - Epoch [37][360/3134] lr: 0.01000, eta: 1 day, 8:34:28, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6125, loss_cls: 2.8910, loss: 2.8910 2020-06-17 13:08:31,972 - mmaction - INFO - Epoch [37][380/3134] lr: 0.01000, eta: 1 day, 8:34:16, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6125, loss_cls: 2.8600, loss: 2.8600 2020-06-17 13:08:43,616 - mmaction - INFO - Epoch [37][400/3134] lr: 0.01000, eta: 1 day, 8:34:04, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5781, loss_cls: 3.0114, loss: 3.0114 2020-06-17 13:08:55,322 - mmaction - INFO - Epoch [37][420/3134] lr: 0.01000, eta: 1 day, 8:33:52, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5781, loss_cls: 3.1040, loss: 3.1040 2020-06-17 13:09:06,923 - mmaction - INFO - Epoch [37][440/3134] lr: 0.01000, eta: 1 day, 8:33:40, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3250, top5_acc: 0.6125, loss_cls: 3.0177, loss: 3.0177 2020-06-17 13:09:18,628 - mmaction - INFO - Epoch [37][460/3134] lr: 0.01000, eta: 1 day, 8:33:29, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6406, loss_cls: 2.8170, loss: 2.8170 2020-06-17 13:09:30,271 - mmaction - INFO - Epoch [37][480/3134] lr: 0.01000, eta: 1 day, 8:33:17, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6219, loss_cls: 2.9241, loss: 2.9241 2020-06-17 13:09:41,941 - mmaction - INFO - Epoch [37][500/3134] lr: 0.01000, eta: 1 day, 8:33:05, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6469, loss_cls: 2.8075, loss: 2.8075 2020-06-17 13:09:53,551 - mmaction - INFO - Epoch [37][520/3134] lr: 0.01000, eta: 1 day, 8:32:53, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6188, loss_cls: 2.9727, loss: 2.9727 2020-06-17 13:10:05,168 - mmaction - INFO - Epoch [37][540/3134] lr: 0.01000, eta: 1 day, 8:32:41, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6406, loss_cls: 2.7947, loss: 2.7947 2020-06-17 13:10:16,820 - mmaction - INFO - Epoch [37][560/3134] lr: 0.01000, eta: 1 day, 8:32:29, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6188, loss_cls: 3.0001, loss: 3.0001 2020-06-17 13:10:28,402 - mmaction - INFO - Epoch [37][580/3134] lr: 0.01000, eta: 1 day, 8:32:18, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4000, top5_acc: 0.6750, loss_cls: 2.6853, loss: 2.6853 2020-06-17 13:10:40,068 - mmaction - INFO - Epoch [37][600/3134] lr: 0.01000, eta: 1 day, 8:32:06, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6094, loss_cls: 3.0001, loss: 3.0001 2020-06-17 13:10:51,777 - mmaction - INFO - Epoch [37][620/3134] lr: 0.01000, eta: 1 day, 8:31:54, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3969, top5_acc: 0.6500, loss_cls: 2.7344, loss: 2.7344 2020-06-17 13:11:03,364 - mmaction - INFO - Epoch [37][640/3134] lr: 0.01000, eta: 1 day, 8:31:42, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6469, loss_cls: 2.8972, loss: 2.8972 2020-06-17 13:11:14,952 - mmaction - INFO - Epoch [37][660/3134] lr: 0.01000, eta: 1 day, 8:31:30, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5844, loss_cls: 2.9630, loss: 2.9630 2020-06-17 13:11:26,601 - mmaction - INFO - Epoch [37][680/3134] lr: 0.01000, eta: 1 day, 8:31:18, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6469, loss_cls: 2.8279, loss: 2.8279 2020-06-17 13:11:38,200 - mmaction - INFO - Epoch [37][700/3134] lr: 0.01000, eta: 1 day, 8:31:06, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6406, loss_cls: 2.8427, loss: 2.8427 2020-06-17 13:11:49,812 - mmaction - INFO - Epoch [37][720/3134] lr: 0.01000, eta: 1 day, 8:30:55, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6219, loss_cls: 2.8699, loss: 2.8699 2020-06-17 13:12:01,470 - mmaction - INFO - Epoch [37][740/3134] lr: 0.01000, eta: 1 day, 8:30:43, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5938, loss_cls: 3.1125, loss: 3.1125 2020-06-17 13:12:13,089 - mmaction - INFO - Epoch [37][760/3134] lr: 0.01000, eta: 1 day, 8:30:31, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3688, top5_acc: 0.5781, loss_cls: 3.0922, loss: 3.0922 2020-06-17 13:12:24,632 - mmaction - INFO - Epoch [37][780/3134] lr: 0.01000, eta: 1 day, 8:30:19, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.3812, top5_acc: 0.5781, loss_cls: 3.0888, loss: 3.0888 2020-06-17 13:12:36,302 - mmaction - INFO - Epoch [37][800/3134] lr: 0.01000, eta: 1 day, 8:30:07, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3688, top5_acc: 0.5969, loss_cls: 2.9889, loss: 2.9889 2020-06-17 13:12:47,980 - mmaction - INFO - Epoch [37][820/3134] lr: 0.01000, eta: 1 day, 8:29:55, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3688, top5_acc: 0.5906, loss_cls: 2.9904, loss: 2.9904 2020-06-17 13:12:59,539 - mmaction - INFO - Epoch [37][840/3134] lr: 0.01000, eta: 1 day, 8:29:43, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5938, loss_cls: 3.0805, loss: 3.0805 2020-06-17 13:13:11,141 - mmaction - INFO - Epoch [37][860/3134] lr: 0.01000, eta: 1 day, 8:29:31, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6594, loss_cls: 2.7421, loss: 2.7421 2020-06-17 13:13:22,767 - mmaction - INFO - Epoch [37][880/3134] lr: 0.01000, eta: 1 day, 8:29:19, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6156, loss_cls: 2.8986, loss: 2.8986 2020-06-17 13:13:34,336 - mmaction - INFO - Epoch [37][900/3134] lr: 0.01000, eta: 1 day, 8:29:07, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3937, top5_acc: 0.6562, loss_cls: 2.7668, loss: 2.7668 2020-06-17 13:13:46,073 - mmaction - INFO - Epoch [37][920/3134] lr: 0.01000, eta: 1 day, 8:28:56, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.3688, top5_acc: 0.5750, loss_cls: 2.9718, loss: 2.9718 2020-06-17 13:13:57,676 - mmaction - INFO - Epoch [37][940/3134] lr: 0.01000, eta: 1 day, 8:28:44, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6000, loss_cls: 2.9485, loss: 2.9485 2020-06-17 13:14:09,263 - mmaction - INFO - Epoch [37][960/3134] lr: 0.01000, eta: 1 day, 8:28:32, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6156, loss_cls: 2.9714, loss: 2.9714 2020-06-17 13:14:20,875 - mmaction - INFO - Epoch [37][980/3134] lr: 0.01000, eta: 1 day, 8:28:20, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3844, top5_acc: 0.6000, loss_cls: 2.9830, loss: 2.9830 2020-06-17 13:14:32,442 - mmaction - INFO - Epoch [37][1000/3134] lr: 0.01000, eta: 1 day, 8:28:08, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6312, loss_cls: 2.9078, loss: 2.9078 2020-06-17 13:14:44,070 - mmaction - INFO - Epoch [37][1020/3134] lr: 0.01000, eta: 1 day, 8:27:56, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6188, loss_cls: 3.0250, loss: 3.0250 2020-06-17 13:14:55,710 - mmaction - INFO - Epoch [37][1040/3134] lr: 0.01000, eta: 1 day, 8:27:44, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6594, loss_cls: 2.8573, loss: 2.8573 2020-06-17 13:15:07,315 - mmaction - INFO - Epoch [37][1060/3134] lr: 0.01000, eta: 1 day, 8:27:33, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5656, loss_cls: 3.0007, loss: 3.0007 2020-06-17 13:15:18,902 - mmaction - INFO - Epoch [37][1080/3134] lr: 0.01000, eta: 1 day, 8:27:21, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6156, loss_cls: 2.9988, loss: 2.9988 2020-06-17 13:15:30,554 - mmaction - INFO - Epoch [37][1100/3134] lr: 0.01000, eta: 1 day, 8:27:09, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5875, loss_cls: 3.0188, loss: 3.0188 2020-06-17 13:15:42,335 - mmaction - INFO - Epoch [37][1120/3134] lr: 0.01000, eta: 1 day, 8:26:57, time: 0.588, data_time: 0.010, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6250, loss_cls: 2.8290, loss: 2.8290 2020-06-17 13:15:53,923 - mmaction - INFO - Epoch [37][1140/3134] lr: 0.01000, eta: 1 day, 8:26:45, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6250, loss_cls: 3.0064, loss: 3.0064 2020-06-17 13:16:05,564 - mmaction - INFO - Epoch [37][1160/3134] lr: 0.01000, eta: 1 day, 8:26:33, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6406, loss_cls: 2.8183, loss: 2.8183 2020-06-17 13:16:17,190 - mmaction - INFO - Epoch [37][1180/3134] lr: 0.01000, eta: 1 day, 8:26:22, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6375, loss_cls: 2.8819, loss: 2.8819 2020-06-17 13:16:28,736 - mmaction - INFO - Epoch [37][1200/3134] lr: 0.01000, eta: 1 day, 8:26:10, time: 0.577, data_time: 0.000, memory: 8339, top1_acc: 0.3937, top5_acc: 0.6094, loss_cls: 2.8823, loss: 2.8823 2020-06-17 13:16:40,362 - mmaction - INFO - Epoch [37][1220/3134] lr: 0.01000, eta: 1 day, 8:25:58, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6312, loss_cls: 2.7820, loss: 2.7820 2020-06-17 13:16:51,946 - mmaction - INFO - Epoch [37][1240/3134] lr: 0.01000, eta: 1 day, 8:25:46, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6156, loss_cls: 2.9637, loss: 2.9637 2020-06-17 13:17:03,492 - mmaction - INFO - Epoch [37][1260/3134] lr: 0.01000, eta: 1 day, 8:25:34, time: 0.577, data_time: 0.000, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5813, loss_cls: 3.0136, loss: 3.0136 2020-06-17 13:17:15,123 - mmaction - INFO - Epoch [37][1280/3134] lr: 0.01000, eta: 1 day, 8:25:22, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3187, top5_acc: 0.6250, loss_cls: 2.8613, loss: 2.8613 2020-06-17 13:17:26,786 - mmaction - INFO - Epoch [37][1300/3134] lr: 0.01000, eta: 1 day, 8:25:10, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6000, loss_cls: 2.8827, loss: 2.8827 2020-06-17 13:17:38,380 - mmaction - INFO - Epoch [37][1320/3134] lr: 0.01000, eta: 1 day, 8:24:58, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6219, loss_cls: 2.9065, loss: 2.9065 2020-06-17 13:17:50,039 - mmaction - INFO - Epoch [37][1340/3134] lr: 0.01000, eta: 1 day, 8:24:46, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5906, loss_cls: 3.0475, loss: 3.0475 2020-06-17 13:18:01,657 - mmaction - INFO - Epoch [37][1360/3134] lr: 0.01000, eta: 1 day, 8:24:34, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6344, loss_cls: 2.9739, loss: 2.9739 2020-06-17 13:18:13,295 - mmaction - INFO - Epoch [37][1380/3134] lr: 0.01000, eta: 1 day, 8:24:23, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4219, top5_acc: 0.6344, loss_cls: 2.8496, loss: 2.8496 2020-06-17 13:18:24,946 - mmaction - INFO - Epoch [37][1400/3134] lr: 0.01000, eta: 1 day, 8:24:11, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6250, loss_cls: 2.8717, loss: 2.8717 2020-06-17 13:18:36,622 - mmaction - INFO - Epoch [37][1420/3134] lr: 0.01000, eta: 1 day, 8:23:59, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6344, loss_cls: 2.8630, loss: 2.8630 2020-06-17 13:18:48,224 - mmaction - INFO - Epoch [37][1440/3134] lr: 0.01000, eta: 1 day, 8:23:47, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6344, loss_cls: 2.9028, loss: 2.9028 2020-06-17 13:18:59,877 - mmaction - INFO - Epoch [37][1460/3134] lr: 0.01000, eta: 1 day, 8:23:35, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6094, loss_cls: 2.9998, loss: 2.9998 2020-06-17 13:19:11,577 - mmaction - INFO - Epoch [37][1480/3134] lr: 0.01000, eta: 1 day, 8:23:23, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6312, loss_cls: 2.8882, loss: 2.8882 2020-06-17 13:19:23,226 - mmaction - INFO - Epoch [37][1500/3134] lr: 0.01000, eta: 1 day, 8:23:12, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4000, top5_acc: 0.6281, loss_cls: 2.8122, loss: 2.8122 2020-06-17 13:19:34,798 - mmaction - INFO - Epoch [37][1520/3134] lr: 0.01000, eta: 1 day, 8:23:00, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5781, loss_cls: 3.2849, loss: 3.2849 2020-06-17 13:19:46,563 - mmaction - INFO - Epoch [37][1540/3134] lr: 0.01000, eta: 1 day, 8:22:48, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6031, loss_cls: 2.9797, loss: 2.9797 2020-06-17 13:19:58,185 - mmaction - INFO - Epoch [37][1560/3134] lr: 0.01000, eta: 1 day, 8:22:36, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6312, loss_cls: 2.9068, loss: 2.9068 2020-06-17 13:20:09,816 - mmaction - INFO - Epoch [37][1580/3134] lr: 0.01000, eta: 1 day, 8:22:24, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5719, loss_cls: 3.0642, loss: 3.0642 2020-06-17 13:20:21,467 - mmaction - INFO - Epoch [37][1600/3134] lr: 0.01000, eta: 1 day, 8:22:13, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5781, loss_cls: 3.0331, loss: 3.0331 2020-06-17 13:20:33,111 - mmaction - INFO - Epoch [37][1620/3134] lr: 0.01000, eta: 1 day, 8:22:01, time: 0.582, data_time: 0.000, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5844, loss_cls: 3.0694, loss: 3.0694 2020-06-17 13:20:44,694 - mmaction - INFO - Epoch [37][1640/3134] lr: 0.01000, eta: 1 day, 8:21:49, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3937, top5_acc: 0.6562, loss_cls: 2.6884, loss: 2.6884 2020-06-17 13:20:56,309 - mmaction - INFO - Epoch [37][1660/3134] lr: 0.01000, eta: 1 day, 8:21:37, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3688, top5_acc: 0.5938, loss_cls: 2.9986, loss: 2.9986 2020-06-17 13:21:07,971 - mmaction - INFO - Epoch [37][1680/3134] lr: 0.01000, eta: 1 day, 8:21:25, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5813, loss_cls: 3.0715, loss: 3.0715 2020-06-17 13:21:19,569 - mmaction - INFO - Epoch [37][1700/3134] lr: 0.01000, eta: 1 day, 8:21:13, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5938, loss_cls: 3.0776, loss: 3.0776 2020-06-17 13:21:31,104 - mmaction - INFO - Epoch [37][1720/3134] lr: 0.01000, eta: 1 day, 8:21:01, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6000, loss_cls: 2.9224, loss: 2.9224 2020-06-17 13:21:42,817 - mmaction - INFO - Epoch [37][1740/3134] lr: 0.01000, eta: 1 day, 8:20:49, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5625, loss_cls: 3.0814, loss: 3.0814 2020-06-17 13:21:54,517 - mmaction - INFO - Epoch [37][1760/3134] lr: 0.01000, eta: 1 day, 8:20:38, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6375, loss_cls: 2.9767, loss: 2.9767 2020-06-17 13:22:06,133 - mmaction - INFO - Epoch [37][1780/3134] lr: 0.01000, eta: 1 day, 8:20:26, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6312, loss_cls: 2.8761, loss: 2.8761 2020-06-17 13:22:17,794 - mmaction - INFO - Epoch [37][1800/3134] lr: 0.01000, eta: 1 day, 8:20:14, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4437, top5_acc: 0.6687, loss_cls: 2.5727, loss: 2.5727 2020-06-17 13:22:29,462 - mmaction - INFO - Epoch [37][1820/3134] lr: 0.01000, eta: 1 day, 8:20:02, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5719, loss_cls: 3.0312, loss: 3.0312 2020-06-17 13:22:41,029 - mmaction - INFO - Epoch [37][1840/3134] lr: 0.01000, eta: 1 day, 8:19:50, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5750, loss_cls: 3.1073, loss: 3.1073 2020-06-17 13:22:52,606 - mmaction - INFO - Epoch [37][1860/3134] lr: 0.01000, eta: 1 day, 8:19:38, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3812, top5_acc: 0.6625, loss_cls: 2.7557, loss: 2.7557 2020-06-17 13:23:04,292 - mmaction - INFO - Epoch [37][1880/3134] lr: 0.01000, eta: 1 day, 8:19:26, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6375, loss_cls: 2.8987, loss: 2.8987 2020-06-17 13:23:15,939 - mmaction - INFO - Epoch [37][1900/3134] lr: 0.01000, eta: 1 day, 8:19:15, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.4031, top5_acc: 0.6031, loss_cls: 3.0280, loss: 3.0280 2020-06-17 13:23:27,582 - mmaction - INFO - Epoch [37][1920/3134] lr: 0.01000, eta: 1 day, 8:19:03, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6125, loss_cls: 2.9043, loss: 2.9043 2020-06-17 13:23:39,267 - mmaction - INFO - Epoch [37][1940/3134] lr: 0.01000, eta: 1 day, 8:18:51, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6438, loss_cls: 2.9439, loss: 2.9439 2020-06-17 13:23:50,944 - mmaction - INFO - Epoch [37][1960/3134] lr: 0.01000, eta: 1 day, 8:18:39, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5875, loss_cls: 3.0307, loss: 3.0307 2020-06-17 13:24:02,554 - mmaction - INFO - Epoch [37][1980/3134] lr: 0.01000, eta: 1 day, 8:18:27, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.3219, top5_acc: 0.6094, loss_cls: 2.9378, loss: 2.9378 2020-06-17 13:24:14,216 - mmaction - INFO - Epoch [37][2000/3134] lr: 0.01000, eta: 1 day, 8:18:16, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6125, loss_cls: 2.8088, loss: 2.8088 2020-06-17 13:24:25,837 - mmaction - INFO - Epoch [37][2020/3134] lr: 0.01000, eta: 1 day, 8:18:04, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.3344, top5_acc: 0.6406, loss_cls: 2.9584, loss: 2.9584 2020-06-17 13:24:37,470 - mmaction - INFO - Epoch [37][2040/3134] lr: 0.01000, eta: 1 day, 8:17:52, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3875, top5_acc: 0.5906, loss_cls: 2.8807, loss: 2.8807 2020-06-17 13:24:49,070 - mmaction - INFO - Epoch [37][2060/3134] lr: 0.01000, eta: 1 day, 8:17:40, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6250, loss_cls: 2.8889, loss: 2.8889 2020-06-17 13:25:00,777 - mmaction - INFO - Epoch [37][2080/3134] lr: 0.01000, eta: 1 day, 8:17:28, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5813, loss_cls: 2.9864, loss: 2.9864 2020-06-17 13:25:12,406 - mmaction - INFO - Epoch [37][2100/3134] lr: 0.01000, eta: 1 day, 8:17:16, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6188, loss_cls: 2.8804, loss: 2.8804 2020-06-17 13:25:24,176 - mmaction - INFO - Epoch [37][2120/3134] lr: 0.01000, eta: 1 day, 8:17:05, time: 0.587, data_time: 0.001, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6312, loss_cls: 2.8283, loss: 2.8283 2020-06-17 13:25:36,218 - mmaction - INFO - Epoch [37][2140/3134] lr: 0.01000, eta: 1 day, 8:16:54, time: 0.602, data_time: 0.023, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5969, loss_cls: 2.9618, loss: 2.9618 2020-06-17 13:25:47,933 - mmaction - INFO - Epoch [37][2160/3134] lr: 0.01000, eta: 1 day, 8:16:42, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6031, loss_cls: 2.8725, loss: 2.8725 2020-06-17 13:25:59,572 - mmaction - INFO - Epoch [37][2180/3134] lr: 0.01000, eta: 1 day, 8:16:30, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6531, loss_cls: 2.8978, loss: 2.8978 2020-06-17 13:26:11,294 - mmaction - INFO - Epoch [37][2200/3134] lr: 0.01000, eta: 1 day, 8:16:18, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.3969, top5_acc: 0.6000, loss_cls: 2.9870, loss: 2.9870 2020-06-17 13:26:22,919 - mmaction - INFO - Epoch [37][2220/3134] lr: 0.01000, eta: 1 day, 8:16:07, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3281, top5_acc: 0.6094, loss_cls: 3.0446, loss: 3.0446 2020-06-17 13:26:34,563 - mmaction - INFO - Epoch [37][2240/3134] lr: 0.01000, eta: 1 day, 8:15:55, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5938, loss_cls: 3.0468, loss: 3.0468 2020-06-17 13:26:46,151 - mmaction - INFO - Epoch [37][2260/3134] lr: 0.01000, eta: 1 day, 8:15:43, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5750, loss_cls: 3.1640, loss: 3.1640 2020-06-17 13:26:57,706 - mmaction - INFO - Epoch [37][2280/3134] lr: 0.01000, eta: 1 day, 8:15:31, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5437, loss_cls: 3.1963, loss: 3.1963 2020-06-17 13:27:09,337 - mmaction - INFO - Epoch [37][2300/3134] lr: 0.01000, eta: 1 day, 8:15:19, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6531, loss_cls: 2.8412, loss: 2.8412 2020-06-17 13:27:20,953 - mmaction - INFO - Epoch [37][2320/3134] lr: 0.01000, eta: 1 day, 8:15:07, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3156, top5_acc: 0.6125, loss_cls: 2.9833, loss: 2.9833 2020-06-17 13:27:32,485 - mmaction - INFO - Epoch [37][2340/3134] lr: 0.01000, eta: 1 day, 8:14:55, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6344, loss_cls: 2.8175, loss: 2.8175 2020-06-17 13:27:44,123 - mmaction - INFO - Epoch [37][2360/3134] lr: 0.01000, eta: 1 day, 8:14:43, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.2938, top5_acc: 0.5312, loss_cls: 3.3308, loss: 3.3308 2020-06-17 13:27:55,833 - mmaction - INFO - Epoch [37][2380/3134] lr: 0.01000, eta: 1 day, 8:14:31, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6031, loss_cls: 2.9556, loss: 2.9556 2020-06-17 13:28:07,507 - mmaction - INFO - Epoch [37][2400/3134] lr: 0.01000, eta: 1 day, 8:14:20, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6156, loss_cls: 2.9430, loss: 2.9430 2020-06-17 13:28:19,085 - mmaction - INFO - Epoch [37][2420/3134] lr: 0.01000, eta: 1 day, 8:14:08, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5687, loss_cls: 3.2012, loss: 3.2012 2020-06-17 13:28:30,664 - mmaction - INFO - Epoch [37][2440/3134] lr: 0.01000, eta: 1 day, 8:13:56, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6469, loss_cls: 2.8912, loss: 2.8912 2020-06-17 13:28:42,337 - mmaction - INFO - Epoch [37][2460/3134] lr: 0.01000, eta: 1 day, 8:13:44, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5906, loss_cls: 3.1355, loss: 3.1355 2020-06-17 13:28:54,011 - mmaction - INFO - Epoch [37][2480/3134] lr: 0.01000, eta: 1 day, 8:13:32, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6125, loss_cls: 2.9399, loss: 2.9399 2020-06-17 13:29:05,667 - mmaction - INFO - Epoch [37][2500/3134] lr: 0.01000, eta: 1 day, 8:13:20, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5875, loss_cls: 3.1092, loss: 3.1092 2020-06-17 13:29:17,342 - mmaction - INFO - Epoch [37][2520/3134] lr: 0.01000, eta: 1 day, 8:13:09, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6375, loss_cls: 2.8349, loss: 2.8349 2020-06-17 13:29:29,013 - mmaction - INFO - Epoch [37][2540/3134] lr: 0.01000, eta: 1 day, 8:12:57, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3625, top5_acc: 0.5875, loss_cls: 3.0373, loss: 3.0373 2020-06-17 13:29:40,683 - mmaction - INFO - Epoch [37][2560/3134] lr: 0.01000, eta: 1 day, 8:12:45, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5969, loss_cls: 2.9572, loss: 2.9572 2020-06-17 13:29:52,226 - mmaction - INFO - Epoch [37][2580/3134] lr: 0.01000, eta: 1 day, 8:12:33, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5719, loss_cls: 3.1836, loss: 3.1836 2020-06-17 13:30:03,899 - mmaction - INFO - Epoch [37][2600/3134] lr: 0.01000, eta: 1 day, 8:12:21, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5844, loss_cls: 3.1060, loss: 3.1060 2020-06-17 13:30:15,609 - mmaction - INFO - Epoch [37][2620/3134] lr: 0.01000, eta: 1 day, 8:12:10, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6375, loss_cls: 2.8171, loss: 2.8171 2020-06-17 13:30:27,266 - mmaction - INFO - Epoch [37][2640/3134] lr: 0.01000, eta: 1 day, 8:11:58, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3187, top5_acc: 0.6219, loss_cls: 2.8902, loss: 2.8902 2020-06-17 13:30:38,891 - mmaction - INFO - Epoch [37][2660/3134] lr: 0.01000, eta: 1 day, 8:11:46, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6125, loss_cls: 2.9228, loss: 2.9228 2020-06-17 13:30:50,527 - mmaction - INFO - Epoch [37][2680/3134] lr: 0.01000, eta: 1 day, 8:11:34, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6094, loss_cls: 2.9857, loss: 2.9857 2020-06-17 13:31:02,093 - mmaction - INFO - Epoch [37][2700/3134] lr: 0.01000, eta: 1 day, 8:11:22, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3937, top5_acc: 0.6406, loss_cls: 2.8555, loss: 2.8555 2020-06-17 13:31:13,698 - mmaction - INFO - Epoch [37][2720/3134] lr: 0.01000, eta: 1 day, 8:11:10, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6031, loss_cls: 2.9261, loss: 2.9261 2020-06-17 13:31:25,320 - mmaction - INFO - Epoch [37][2740/3134] lr: 0.01000, eta: 1 day, 8:10:58, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6062, loss_cls: 3.0173, loss: 3.0173 2020-06-17 13:31:36,986 - mmaction - INFO - Epoch [37][2760/3134] lr: 0.01000, eta: 1 day, 8:10:47, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5781, loss_cls: 2.9996, loss: 2.9996 2020-06-17 13:31:48,612 - mmaction - INFO - Epoch [37][2780/3134] lr: 0.01000, eta: 1 day, 8:10:35, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5969, loss_cls: 3.0206, loss: 3.0206 2020-06-17 13:32:00,322 - mmaction - INFO - Epoch [37][2800/3134] lr: 0.01000, eta: 1 day, 8:10:23, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6031, loss_cls: 3.0363, loss: 3.0363 2020-06-17 13:32:11,985 - mmaction - INFO - Epoch [37][2820/3134] lr: 0.01000, eta: 1 day, 8:10:11, time: 0.582, data_time: 0.000, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6219, loss_cls: 2.9483, loss: 2.9483 2020-06-17 13:32:23,623 - mmaction - INFO - Epoch [37][2840/3134] lr: 0.01000, eta: 1 day, 8:09:59, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3063, top5_acc: 0.6062, loss_cls: 3.1018, loss: 3.1018 2020-06-17 13:32:35,251 - mmaction - INFO - Epoch [37][2860/3134] lr: 0.01000, eta: 1 day, 8:09:48, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6375, loss_cls: 2.9226, loss: 2.9226 2020-06-17 13:32:46,930 - mmaction - INFO - Epoch [37][2880/3134] lr: 0.01000, eta: 1 day, 8:09:36, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3281, top5_acc: 0.6500, loss_cls: 2.9668, loss: 2.9668 2020-06-17 13:32:58,530 - mmaction - INFO - Epoch [37][2900/3134] lr: 0.01000, eta: 1 day, 8:09:24, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3281, top5_acc: 0.6125, loss_cls: 2.9044, loss: 2.9044 2020-06-17 13:33:10,235 - mmaction - INFO - Epoch [37][2920/3134] lr: 0.01000, eta: 1 day, 8:09:12, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6000, loss_cls: 3.0673, loss: 3.0673 2020-06-17 13:33:21,897 - mmaction - INFO - Epoch [37][2940/3134] lr: 0.01000, eta: 1 day, 8:09:00, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6062, loss_cls: 2.9516, loss: 2.9516 2020-06-17 13:33:33,552 - mmaction - INFO - Epoch [37][2960/3134] lr: 0.01000, eta: 1 day, 8:08:48, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3844, top5_acc: 0.6125, loss_cls: 2.9948, loss: 2.9948 2020-06-17 13:33:45,103 - mmaction - INFO - Epoch [37][2980/3134] lr: 0.01000, eta: 1 day, 8:08:36, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5844, loss_cls: 3.0345, loss: 3.0345 2020-06-17 13:33:56,795 - mmaction - INFO - Epoch [37][3000/3134] lr: 0.01000, eta: 1 day, 8:08:25, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6250, loss_cls: 2.8443, loss: 2.8443 2020-06-17 13:34:08,346 - mmaction - INFO - Epoch [37][3020/3134] lr: 0.01000, eta: 1 day, 8:08:13, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5188, loss_cls: 3.2283, loss: 3.2283 2020-06-17 13:34:20,014 - mmaction - INFO - Epoch [37][3040/3134] lr: 0.01000, eta: 1 day, 8:08:01, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6031, loss_cls: 3.0448, loss: 3.0448 2020-06-17 13:34:31,628 - mmaction - INFO - Epoch [37][3060/3134] lr: 0.01000, eta: 1 day, 8:07:49, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6219, loss_cls: 2.9406, loss: 2.9406 2020-06-17 13:34:43,347 - mmaction - INFO - Epoch [37][3080/3134] lr: 0.01000, eta: 1 day, 8:07:37, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3688, top5_acc: 0.5687, loss_cls: 2.9959, loss: 2.9959 2020-06-17 13:34:54,929 - mmaction - INFO - Epoch [37][3100/3134] lr: 0.01000, eta: 1 day, 8:07:25, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3937, top5_acc: 0.5813, loss_cls: 3.0136, loss: 3.0136 2020-06-17 13:35:06,569 - mmaction - INFO - Epoch [37][3120/3134] lr: 0.01000, eta: 1 day, 8:07:14, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6406, loss_cls: 2.8168, loss: 2.8168 2020-06-17 13:35:42,626 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-17 13:35:43,886 - mmaction - INFO - top1_acc 0.2439 top5_acc 0.4919 2020-06-17 13:35:43,903 - mmaction - INFO - Epoch [37][3134/3134] lr: 0.01000, top1_acc: 0.2439, top5_acc: 0.4919 2020-06-17 13:35:59,364 - mmaction - INFO - Epoch [38][20/3134] lr: 0.01000, eta: 1 day, 8:06:46, time: 0.772, data_time: 0.195, memory: 8339, top1_acc: 0.3625, top5_acc: 0.5781, loss_cls: 2.9603, loss: 2.9603 2020-06-17 13:36:11,001 - mmaction - INFO - Epoch [38][40/3134] lr: 0.01000, eta: 1 day, 8:06:34, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4062, top5_acc: 0.6687, loss_cls: 2.7791, loss: 2.7791 2020-06-17 13:36:22,669 - mmaction - INFO - Epoch [38][60/3134] lr: 0.01000, eta: 1 day, 8:06:22, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.3625, top5_acc: 0.5969, loss_cls: 2.9292, loss: 2.9292 2020-06-17 13:36:34,272 - mmaction - INFO - Epoch [38][80/3134] lr: 0.01000, eta: 1 day, 8:06:11, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5938, loss_cls: 2.8886, loss: 2.8886 2020-06-17 13:36:45,842 - mmaction - INFO - Epoch [38][100/3134] lr: 0.01000, eta: 1 day, 8:05:59, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6031, loss_cls: 2.9273, loss: 2.9273 2020-06-17 13:36:57,472 - mmaction - INFO - Epoch [38][120/3134] lr: 0.01000, eta: 1 day, 8:05:47, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4000, top5_acc: 0.6438, loss_cls: 2.7513, loss: 2.7513 2020-06-17 13:37:09,131 - mmaction - INFO - Epoch [38][140/3134] lr: 0.01000, eta: 1 day, 8:05:35, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6344, loss_cls: 2.9321, loss: 2.9321 2020-06-17 13:37:20,693 - mmaction - INFO - Epoch [38][160/3134] lr: 0.01000, eta: 1 day, 8:05:23, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6031, loss_cls: 2.9713, loss: 2.9713 2020-06-17 13:37:32,299 - mmaction - INFO - Epoch [38][180/3134] lr: 0.01000, eta: 1 day, 8:05:11, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6281, loss_cls: 2.8910, loss: 2.8910 2020-06-17 13:37:43,973 - mmaction - INFO - Epoch [38][200/3134] lr: 0.01000, eta: 1 day, 8:04:59, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6000, loss_cls: 2.8842, loss: 2.8842 2020-06-17 13:37:55,603 - mmaction - INFO - Epoch [38][220/3134] lr: 0.01000, eta: 1 day, 8:04:47, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6406, loss_cls: 2.8358, loss: 2.8358 2020-06-17 13:38:07,204 - mmaction - INFO - Epoch [38][240/3134] lr: 0.01000, eta: 1 day, 8:04:36, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5813, loss_cls: 3.0663, loss: 3.0663 2020-06-17 13:38:18,901 - mmaction - INFO - Epoch [38][260/3134] lr: 0.01000, eta: 1 day, 8:04:24, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5625, loss_cls: 3.0365, loss: 3.0365 2020-06-17 13:38:30,519 - mmaction - INFO - Epoch [38][280/3134] lr: 0.01000, eta: 1 day, 8:04:12, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5938, loss_cls: 3.0125, loss: 3.0125 2020-06-17 13:38:42,232 - mmaction - INFO - Epoch [38][300/3134] lr: 0.01000, eta: 1 day, 8:04:00, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5719, loss_cls: 3.0440, loss: 3.0440 2020-06-17 13:38:53,919 - mmaction - INFO - Epoch [38][320/3134] lr: 0.01000, eta: 1 day, 8:03:48, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6844, loss_cls: 2.6654, loss: 2.6654 2020-06-17 13:39:05,594 - mmaction - INFO - Epoch [38][340/3134] lr: 0.01000, eta: 1 day, 8:03:37, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3969, top5_acc: 0.6562, loss_cls: 2.6876, loss: 2.6876 2020-06-17 13:39:17,151 - mmaction - INFO - Epoch [38][360/3134] lr: 0.01000, eta: 1 day, 8:03:25, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6250, loss_cls: 2.9084, loss: 2.9084 2020-06-17 13:39:28,856 - mmaction - INFO - Epoch [38][380/3134] lr: 0.01000, eta: 1 day, 8:03:13, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5844, loss_cls: 3.0608, loss: 3.0608 2020-06-17 13:39:40,519 - mmaction - INFO - Epoch [38][400/3134] lr: 0.01000, eta: 1 day, 8:03:01, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6125, loss_cls: 2.9951, loss: 2.9951 2020-06-17 13:39:52,312 - mmaction - INFO - Epoch [38][420/3134] lr: 0.01000, eta: 1 day, 8:02:50, time: 0.591, data_time: 0.003, memory: 8339, top1_acc: 0.3187, top5_acc: 0.6125, loss_cls: 2.9766, loss: 2.9766 2020-06-17 13:40:03,927 - mmaction - INFO - Epoch [38][440/3134] lr: 0.01000, eta: 1 day, 8:02:38, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6281, loss_cls: 3.0027, loss: 3.0027 2020-06-17 13:40:15,534 - mmaction - INFO - Epoch [38][460/3134] lr: 0.01000, eta: 1 day, 8:02:26, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5813, loss_cls: 3.1915, loss: 3.1915 2020-06-17 13:40:27,065 - mmaction - INFO - Epoch [38][480/3134] lr: 0.01000, eta: 1 day, 8:02:14, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3812, top5_acc: 0.6500, loss_cls: 2.7481, loss: 2.7481 2020-06-17 13:40:38,921 - mmaction - INFO - Epoch [38][500/3134] lr: 0.01000, eta: 1 day, 8:02:02, time: 0.593, data_time: 0.012, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6062, loss_cls: 2.9471, loss: 2.9471 2020-06-17 13:40:50,456 - mmaction - INFO - Epoch [38][520/3134] lr: 0.01000, eta: 1 day, 8:01:50, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5906, loss_cls: 3.0542, loss: 3.0542 2020-06-17 13:41:02,075 - mmaction - INFO - Epoch [38][540/3134] lr: 0.01000, eta: 1 day, 8:01:39, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6344, loss_cls: 2.7256, loss: 2.7256 2020-06-17 13:41:13,710 - mmaction - INFO - Epoch [38][560/3134] lr: 0.01000, eta: 1 day, 8:01:27, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6219, loss_cls: 2.8259, loss: 2.8259 2020-06-17 13:41:25,378 - mmaction - INFO - Epoch [38][580/3134] lr: 0.01000, eta: 1 day, 8:01:15, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5969, loss_cls: 3.0845, loss: 3.0845 2020-06-17 13:41:37,011 - mmaction - INFO - Epoch [38][600/3134] lr: 0.01000, eta: 1 day, 8:01:03, time: 0.579, data_time: 0.004, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5906, loss_cls: 2.9888, loss: 2.9888 2020-06-17 13:41:48,600 - mmaction - INFO - Epoch [38][620/3134] lr: 0.01000, eta: 1 day, 8:00:51, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3594, top5_acc: 0.5969, loss_cls: 2.9729, loss: 2.9729 2020-06-17 13:42:00,206 - mmaction - INFO - Epoch [38][640/3134] lr: 0.01000, eta: 1 day, 8:00:39, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6188, loss_cls: 2.8984, loss: 2.8984 2020-06-17 13:42:11,895 - mmaction - INFO - Epoch [38][660/3134] lr: 0.01000, eta: 1 day, 8:00:27, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6438, loss_cls: 2.7764, loss: 2.7764 2020-06-17 13:42:23,526 - mmaction - INFO - Epoch [38][680/3134] lr: 0.01000, eta: 1 day, 8:00:16, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6312, loss_cls: 2.8553, loss: 2.8553 2020-06-17 13:42:35,166 - mmaction - INFO - Epoch [38][700/3134] lr: 0.01000, eta: 1 day, 8:00:04, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4062, top5_acc: 0.6188, loss_cls: 2.8573, loss: 2.8573 2020-06-17 13:42:46,717 - mmaction - INFO - Epoch [38][720/3134] lr: 0.01000, eta: 1 day, 7:59:52, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6344, loss_cls: 2.8205, loss: 2.8205 2020-06-17 13:42:58,329 - mmaction - INFO - Epoch [38][740/3134] lr: 0.01000, eta: 1 day, 7:59:40, time: 0.579, data_time: 0.004, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6375, loss_cls: 2.8836, loss: 2.8836 2020-06-17 13:43:09,926 - mmaction - INFO - Epoch [38][760/3134] lr: 0.01000, eta: 1 day, 7:59:28, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6219, loss_cls: 2.8995, loss: 2.8995 2020-06-17 13:43:21,536 - mmaction - INFO - Epoch [38][780/3134] lr: 0.01000, eta: 1 day, 7:59:16, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5687, loss_cls: 3.0952, loss: 3.0952 2020-06-17 13:43:33,129 - mmaction - INFO - Epoch [38][800/3134] lr: 0.01000, eta: 1 day, 7:59:04, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3312, top5_acc: 0.6156, loss_cls: 2.9429, loss: 2.9429 2020-06-17 13:43:44,690 - mmaction - INFO - Epoch [38][820/3134] lr: 0.01000, eta: 1 day, 7:58:52, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6062, loss_cls: 2.9336, loss: 2.9336 2020-06-17 13:43:56,366 - mmaction - INFO - Epoch [38][840/3134] lr: 0.01000, eta: 1 day, 7:58:41, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6312, loss_cls: 2.7848, loss: 2.7848 2020-06-17 13:44:07,969 - mmaction - INFO - Epoch [38][860/3134] lr: 0.01000, eta: 1 day, 7:58:29, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5969, loss_cls: 3.0470, loss: 3.0470 2020-06-17 13:44:19,586 - mmaction - INFO - Epoch [38][880/3134] lr: 0.01000, eta: 1 day, 7:58:17, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5813, loss_cls: 3.0257, loss: 3.0257 2020-06-17 13:44:31,176 - mmaction - INFO - Epoch [38][900/3134] lr: 0.01000, eta: 1 day, 7:58:05, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5750, loss_cls: 3.0162, loss: 3.0162 2020-06-17 13:44:42,736 - mmaction - INFO - Epoch [38][920/3134] lr: 0.01000, eta: 1 day, 7:57:53, time: 0.577, data_time: 0.000, memory: 8339, top1_acc: 0.3969, top5_acc: 0.6875, loss_cls: 2.5820, loss: 2.5820 2020-06-17 13:44:54,348 - mmaction - INFO - Epoch [38][940/3134] lr: 0.01000, eta: 1 day, 7:57:41, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6312, loss_cls: 2.7637, loss: 2.7637 2020-06-17 13:45:06,044 - mmaction - INFO - Epoch [38][960/3134] lr: 0.01000, eta: 1 day, 7:57:29, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6250, loss_cls: 2.8988, loss: 2.8988 2020-06-17 13:45:17,620 - mmaction - INFO - Epoch [38][980/3134] lr: 0.01000, eta: 1 day, 7:57:17, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3156, top5_acc: 0.6062, loss_cls: 2.9875, loss: 2.9875 2020-06-17 13:45:29,371 - mmaction - INFO - Epoch [38][1000/3134] lr: 0.01000, eta: 1 day, 7:57:06, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6281, loss_cls: 2.9127, loss: 2.9127 2020-06-17 13:45:41,000 - mmaction - INFO - Epoch [38][1020/3134] lr: 0.01000, eta: 1 day, 7:56:54, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3812, top5_acc: 0.6250, loss_cls: 2.7877, loss: 2.7877 2020-06-17 13:45:52,670 - mmaction - INFO - Epoch [38][1040/3134] lr: 0.01000, eta: 1 day, 7:56:42, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6281, loss_cls: 2.9002, loss: 2.9002 2020-06-17 13:46:04,233 - mmaction - INFO - Epoch [38][1060/3134] lr: 0.01000, eta: 1 day, 7:56:30, time: 0.582, data_time: 0.005, memory: 8339, top1_acc: 0.3094, top5_acc: 0.6031, loss_cls: 2.9868, loss: 2.9868 2020-06-17 13:46:15,843 - mmaction - INFO - Epoch [38][1080/3134] lr: 0.01000, eta: 1 day, 7:56:18, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6562, loss_cls: 2.8084, loss: 2.8084 2020-06-17 13:46:27,522 - mmaction - INFO - Epoch [38][1100/3134] lr: 0.01000, eta: 1 day, 7:56:06, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6156, loss_cls: 2.9474, loss: 2.9474 2020-06-17 13:46:39,196 - mmaction - INFO - Epoch [38][1120/3134] lr: 0.01000, eta: 1 day, 7:55:55, time: 0.584, data_time: 0.000, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6344, loss_cls: 2.8398, loss: 2.8398 2020-06-17 13:46:50,823 - mmaction - INFO - Epoch [38][1140/3134] lr: 0.01000, eta: 1 day, 7:55:43, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.4000, top5_acc: 0.6531, loss_cls: 2.7219, loss: 2.7219 2020-06-17 13:47:02,532 - mmaction - INFO - Epoch [38][1160/3134] lr: 0.01000, eta: 1 day, 7:55:31, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6438, loss_cls: 2.8957, loss: 2.8957 2020-06-17 13:47:14,168 - mmaction - INFO - Epoch [38][1180/3134] lr: 0.01000, eta: 1 day, 7:55:19, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6094, loss_cls: 2.9160, loss: 2.9160 2020-06-17 13:47:25,798 - mmaction - INFO - Epoch [38][1200/3134] lr: 0.01000, eta: 1 day, 7:55:07, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3844, top5_acc: 0.6156, loss_cls: 2.8413, loss: 2.8413 2020-06-17 13:47:37,499 - mmaction - INFO - Epoch [38][1220/3134] lr: 0.01000, eta: 1 day, 7:54:56, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3281, top5_acc: 0.6000, loss_cls: 3.0571, loss: 3.0571 2020-06-17 13:47:49,104 - mmaction - INFO - Epoch [38][1240/3134] lr: 0.01000, eta: 1 day, 7:54:44, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6250, loss_cls: 2.7887, loss: 2.7887 2020-06-17 13:48:00,764 - mmaction - INFO - Epoch [38][1260/3134] lr: 0.01000, eta: 1 day, 7:54:32, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6500, loss_cls: 2.7813, loss: 2.7813 2020-06-17 13:48:12,360 - mmaction - INFO - Epoch [38][1280/3134] lr: 0.01000, eta: 1 day, 7:54:20, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4031, top5_acc: 0.6406, loss_cls: 2.8239, loss: 2.8239 2020-06-17 13:48:23,966 - mmaction - INFO - Epoch [38][1300/3134] lr: 0.01000, eta: 1 day, 7:54:08, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5813, loss_cls: 3.0578, loss: 3.0578 2020-06-17 13:48:35,522 - mmaction - INFO - Epoch [38][1320/3134] lr: 0.01000, eta: 1 day, 7:53:56, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6344, loss_cls: 2.8819, loss: 2.8819 2020-06-17 13:48:47,168 - mmaction - INFO - Epoch [38][1340/3134] lr: 0.01000, eta: 1 day, 7:53:44, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5875, loss_cls: 2.9459, loss: 2.9459 2020-06-17 13:48:58,865 - mmaction - INFO - Epoch [38][1360/3134] lr: 0.01000, eta: 1 day, 7:53:33, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6438, loss_cls: 2.8407, loss: 2.8407 2020-06-17 13:49:29,911 - mmaction - INFO - Epoch [38][1380/3134] lr: 0.01000, eta: 1 day, 7:53:53, time: 1.555, data_time: 0.005, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6219, loss_cls: 2.9888, loss: 2.9888 2020-06-17 13:49:41,642 - mmaction - INFO - Epoch [38][1400/3134] lr: 0.01000, eta: 1 day, 7:53:42, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5844, loss_cls: 3.0467, loss: 3.0467 2020-06-17 13:49:53,173 - mmaction - INFO - Epoch [38][1420/3134] lr: 0.01000, eta: 1 day, 7:53:30, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.3688, top5_acc: 0.5938, loss_cls: 2.9884, loss: 2.9884 2020-06-17 13:50:04,783 - mmaction - INFO - Epoch [38][1440/3134] lr: 0.01000, eta: 1 day, 7:53:18, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.3656, top5_acc: 0.5906, loss_cls: 2.9818, loss: 2.9818 2020-06-17 13:50:16,491 - mmaction - INFO - Epoch [38][1460/3134] lr: 0.01000, eta: 1 day, 7:53:06, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6281, loss_cls: 2.9028, loss: 2.9028 2020-06-17 13:50:28,082 - mmaction - INFO - Epoch [38][1480/3134] lr: 0.01000, eta: 1 day, 7:52:54, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5938, loss_cls: 3.0294, loss: 3.0294 2020-06-17 13:50:39,720 - mmaction - INFO - Epoch [38][1500/3134] lr: 0.01000, eta: 1 day, 7:52:42, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6250, loss_cls: 2.8840, loss: 2.8840 2020-06-17 13:50:51,389 - mmaction - INFO - Epoch [38][1520/3134] lr: 0.01000, eta: 1 day, 7:52:30, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6625, loss_cls: 2.7822, loss: 2.7822 2020-06-17 13:51:03,074 - mmaction - INFO - Epoch [38][1540/3134] lr: 0.01000, eta: 1 day, 7:52:19, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6125, loss_cls: 2.9099, loss: 2.9099 2020-06-17 13:51:14,716 - mmaction - INFO - Epoch [38][1560/3134] lr: 0.01000, eta: 1 day, 7:52:07, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5906, loss_cls: 2.9937, loss: 2.9937 2020-06-17 13:51:26,326 - mmaction - INFO - Epoch [38][1580/3134] lr: 0.01000, eta: 1 day, 7:51:55, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5719, loss_cls: 3.0710, loss: 3.0710 2020-06-17 13:51:37,984 - mmaction - INFO - Epoch [38][1600/3134] lr: 0.01000, eta: 1 day, 7:51:43, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6406, loss_cls: 2.8756, loss: 2.8756 2020-06-17 13:51:49,602 - mmaction - INFO - Epoch [38][1620/3134] lr: 0.01000, eta: 1 day, 7:51:31, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5813, loss_cls: 3.0695, loss: 3.0695 2020-06-17 13:52:01,238 - mmaction - INFO - Epoch [38][1640/3134] lr: 0.01000, eta: 1 day, 7:51:19, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6406, loss_cls: 2.8285, loss: 2.8285 2020-06-17 13:52:12,838 - mmaction - INFO - Epoch [38][1660/3134] lr: 0.01000, eta: 1 day, 7:51:08, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5969, loss_cls: 3.0837, loss: 3.0837 2020-06-17 13:52:24,534 - mmaction - INFO - Epoch [38][1680/3134] lr: 0.01000, eta: 1 day, 7:50:56, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5781, loss_cls: 3.1199, loss: 3.1199 2020-06-17 13:52:36,180 - mmaction - INFO - Epoch [38][1700/3134] lr: 0.01000, eta: 1 day, 7:50:44, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5781, loss_cls: 3.0238, loss: 3.0238 2020-06-17 13:52:47,817 - mmaction - INFO - Epoch [38][1720/3134] lr: 0.01000, eta: 1 day, 7:50:32, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5500, loss_cls: 3.2133, loss: 3.2133 2020-06-17 13:52:59,484 - mmaction - INFO - Epoch [38][1740/3134] lr: 0.01000, eta: 1 day, 7:50:20, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6406, loss_cls: 2.7809, loss: 2.7809 2020-06-17 13:53:11,066 - mmaction - INFO - Epoch [38][1760/3134] lr: 0.01000, eta: 1 day, 7:50:08, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3312, top5_acc: 0.6062, loss_cls: 2.9616, loss: 2.9616 2020-06-17 13:53:22,695 - mmaction - INFO - Epoch [38][1780/3134] lr: 0.01000, eta: 1 day, 7:49:57, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3344, top5_acc: 0.6406, loss_cls: 2.9559, loss: 2.9559 2020-06-17 13:53:34,258 - mmaction - INFO - Epoch [38][1800/3134] lr: 0.01000, eta: 1 day, 7:49:45, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3250, top5_acc: 0.6031, loss_cls: 2.9225, loss: 2.9225 2020-06-17 13:53:45,945 - mmaction - INFO - Epoch [38][1820/3134] lr: 0.01000, eta: 1 day, 7:49:33, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6094, loss_cls: 2.9844, loss: 2.9844 2020-06-17 13:53:57,704 - mmaction - INFO - Epoch [38][1840/3134] lr: 0.01000, eta: 1 day, 7:49:21, time: 0.590, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6062, loss_cls: 3.0178, loss: 3.0178 2020-06-17 13:54:09,342 - mmaction - INFO - Epoch [38][1860/3134] lr: 0.01000, eta: 1 day, 7:49:09, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5750, loss_cls: 3.1164, loss: 3.1164 2020-06-17 13:54:20,969 - mmaction - INFO - Epoch [38][1880/3134] lr: 0.01000, eta: 1 day, 7:48:57, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6312, loss_cls: 2.8248, loss: 2.8248 2020-06-17 13:54:32,532 - mmaction - INFO - Epoch [38][1900/3134] lr: 0.01000, eta: 1 day, 7:48:46, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3156, top5_acc: 0.6094, loss_cls: 3.0221, loss: 3.0221 2020-06-17 13:54:44,093 - mmaction - INFO - Epoch [38][1920/3134] lr: 0.01000, eta: 1 day, 7:48:34, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6438, loss_cls: 2.9173, loss: 2.9173 2020-06-17 13:54:55,674 - mmaction - INFO - Epoch [38][1940/3134] lr: 0.01000, eta: 1 day, 7:48:22, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3000, top5_acc: 0.6000, loss_cls: 3.0370, loss: 3.0370 2020-06-17 13:55:07,386 - mmaction - INFO - Epoch [38][1960/3134] lr: 0.01000, eta: 1 day, 7:48:10, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6375, loss_cls: 2.7726, loss: 2.7726 2020-06-17 13:55:19,001 - mmaction - INFO - Epoch [38][1980/3134] lr: 0.01000, eta: 1 day, 7:47:58, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5938, loss_cls: 3.0768, loss: 3.0768 2020-06-17 13:55:30,618 - mmaction - INFO - Epoch [38][2000/3134] lr: 0.01000, eta: 1 day, 7:47:46, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6438, loss_cls: 2.8437, loss: 2.8437 2020-06-17 13:55:42,243 - mmaction - INFO - Epoch [38][2020/3134] lr: 0.01000, eta: 1 day, 7:47:34, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3281, top5_acc: 0.6219, loss_cls: 2.9400, loss: 2.9400 2020-06-17 13:55:53,981 - mmaction - INFO - Epoch [38][2040/3134] lr: 0.01000, eta: 1 day, 7:47:23, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6125, loss_cls: 2.9419, loss: 2.9419 2020-06-17 13:56:05,517 - mmaction - INFO - Epoch [38][2060/3134] lr: 0.01000, eta: 1 day, 7:47:11, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.3844, top5_acc: 0.6188, loss_cls: 3.0328, loss: 3.0328 2020-06-17 13:56:17,105 - mmaction - INFO - Epoch [38][2080/3134] lr: 0.01000, eta: 1 day, 7:46:59, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5875, loss_cls: 3.1436, loss: 3.1436 2020-06-17 13:56:28,698 - mmaction - INFO - Epoch [38][2100/3134] lr: 0.01000, eta: 1 day, 7:46:47, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6094, loss_cls: 2.9668, loss: 2.9668 2020-06-17 13:56:40,331 - mmaction - INFO - Epoch [38][2120/3134] lr: 0.01000, eta: 1 day, 7:46:35, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6406, loss_cls: 2.8589, loss: 2.8589 2020-06-17 13:56:52,009 - mmaction - INFO - Epoch [38][2140/3134] lr: 0.01000, eta: 1 day, 7:46:23, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6031, loss_cls: 2.8836, loss: 2.8836 2020-06-17 13:57:03,612 - mmaction - INFO - Epoch [38][2160/3134] lr: 0.01000, eta: 1 day, 7:46:11, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6156, loss_cls: 2.8348, loss: 2.8348 2020-06-17 13:57:15,228 - mmaction - INFO - Epoch [38][2180/3134] lr: 0.01000, eta: 1 day, 7:45:59, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6062, loss_cls: 3.0997, loss: 3.0997 2020-06-17 13:57:26,799 - mmaction - INFO - Epoch [38][2200/3134] lr: 0.01000, eta: 1 day, 7:45:47, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6625, loss_cls: 2.8202, loss: 2.8202 2020-06-17 13:57:38,364 - mmaction - INFO - Epoch [38][2220/3134] lr: 0.01000, eta: 1 day, 7:45:35, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6562, loss_cls: 2.7521, loss: 2.7521 2020-06-17 13:57:49,958 - mmaction - INFO - Epoch [38][2240/3134] lr: 0.01000, eta: 1 day, 7:45:24, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3344, top5_acc: 0.6281, loss_cls: 2.9054, loss: 2.9054 2020-06-17 13:58:01,566 - mmaction - INFO - Epoch [38][2260/3134] lr: 0.01000, eta: 1 day, 7:45:12, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3219, top5_acc: 0.5750, loss_cls: 3.1450, loss: 3.1450 2020-06-17 13:58:13,207 - mmaction - INFO - Epoch [38][2280/3134] lr: 0.01000, eta: 1 day, 7:45:00, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.4094, top5_acc: 0.6562, loss_cls: 2.7452, loss: 2.7452 2020-06-17 13:58:24,851 - mmaction - INFO - Epoch [38][2300/3134] lr: 0.01000, eta: 1 day, 7:44:48, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6188, loss_cls: 2.9786, loss: 2.9786 2020-06-17 13:58:36,489 - mmaction - INFO - Epoch [38][2320/3134] lr: 0.01000, eta: 1 day, 7:44:36, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3625, top5_acc: 0.5875, loss_cls: 3.0594, loss: 3.0594 2020-06-17 13:58:48,149 - mmaction - INFO - Epoch [38][2340/3134] lr: 0.01000, eta: 1 day, 7:44:24, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6438, loss_cls: 2.8167, loss: 2.8167 2020-06-17 13:58:59,780 - mmaction - INFO - Epoch [38][2360/3134] lr: 0.01000, eta: 1 day, 7:44:12, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6125, loss_cls: 3.0186, loss: 3.0186 2020-06-17 13:59:11,413 - mmaction - INFO - Epoch [38][2380/3134] lr: 0.01000, eta: 1 day, 7:44:01, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3344, top5_acc: 0.6156, loss_cls: 2.9776, loss: 2.9776 2020-06-17 13:59:22,995 - mmaction - INFO - Epoch [38][2400/3134] lr: 0.01000, eta: 1 day, 7:43:49, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4062, top5_acc: 0.6594, loss_cls: 2.7346, loss: 2.7346 2020-06-17 13:59:34,592 - mmaction - INFO - Epoch [38][2420/3134] lr: 0.01000, eta: 1 day, 7:43:37, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5938, loss_cls: 3.0470, loss: 3.0470 2020-06-17 13:59:46,248 - mmaction - INFO - Epoch [38][2440/3134] lr: 0.01000, eta: 1 day, 7:43:25, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6375, loss_cls: 2.8007, loss: 2.8007 2020-06-17 13:59:57,925 - mmaction - INFO - Epoch [38][2460/3134] lr: 0.01000, eta: 1 day, 7:43:13, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6094, loss_cls: 2.9670, loss: 2.9670 2020-06-17 14:00:10,243 - mmaction - INFO - Epoch [38][2480/3134] lr: 0.01000, eta: 1 day, 7:43:02, time: 0.600, data_time: 0.001, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6281, loss_cls: 2.7861, loss: 2.7861 2020-06-17 14:00:22,650 - mmaction - INFO - Epoch [38][2500/3134] lr: 0.01000, eta: 1 day, 7:42:52, time: 0.635, data_time: 0.028, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5531, loss_cls: 3.1403, loss: 3.1403 2020-06-17 14:00:34,272 - mmaction - INFO - Epoch [38][2520/3134] lr: 0.01000, eta: 1 day, 7:42:40, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5938, loss_cls: 3.1257, loss: 3.1257 2020-06-17 14:00:45,959 - mmaction - INFO - Epoch [38][2540/3134] lr: 0.01000, eta: 1 day, 7:42:28, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6094, loss_cls: 2.9582, loss: 2.9582 2020-06-17 14:00:57,549 - mmaction - INFO - Epoch [38][2560/3134] lr: 0.01000, eta: 1 day, 7:42:16, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3875, top5_acc: 0.5938, loss_cls: 2.9504, loss: 2.9504 2020-06-17 14:01:09,067 - mmaction - INFO - Epoch [38][2580/3134] lr: 0.01000, eta: 1 day, 7:42:04, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5969, loss_cls: 2.9349, loss: 2.9349 2020-06-17 14:01:20,737 - mmaction - INFO - Epoch [38][2600/3134] lr: 0.01000, eta: 1 day, 7:41:53, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6031, loss_cls: 3.0711, loss: 3.0711 2020-06-17 14:01:32,329 - mmaction - INFO - Epoch [38][2620/3134] lr: 0.01000, eta: 1 day, 7:41:41, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5906, loss_cls: 3.0450, loss: 3.0450 2020-06-17 14:01:44,058 - mmaction - INFO - Epoch [38][2640/3134] lr: 0.01000, eta: 1 day, 7:41:29, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6031, loss_cls: 2.8666, loss: 2.8666 2020-06-17 14:01:55,611 - mmaction - INFO - Epoch [38][2660/3134] lr: 0.01000, eta: 1 day, 7:41:17, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.3187, top5_acc: 0.6000, loss_cls: 3.0978, loss: 3.0978 2020-06-17 14:02:07,212 - mmaction - INFO - Epoch [38][2680/3134] lr: 0.01000, eta: 1 day, 7:41:05, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3344, top5_acc: 0.6000, loss_cls: 3.0623, loss: 3.0623 2020-06-17 14:02:18,855 - mmaction - INFO - Epoch [38][2700/3134] lr: 0.01000, eta: 1 day, 7:40:53, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6094, loss_cls: 2.9692, loss: 2.9692 2020-06-17 14:02:30,536 - mmaction - INFO - Epoch [38][2720/3134] lr: 0.01000, eta: 1 day, 7:40:41, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5938, loss_cls: 2.9725, loss: 2.9725 2020-06-17 14:02:42,166 - mmaction - INFO - Epoch [38][2740/3134] lr: 0.01000, eta: 1 day, 7:40:30, time: 0.585, data_time: 0.005, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6156, loss_cls: 2.9623, loss: 2.9623 2020-06-17 14:02:53,686 - mmaction - INFO - Epoch [38][2760/3134] lr: 0.01000, eta: 1 day, 7:40:18, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5938, loss_cls: 2.9778, loss: 2.9778 2020-06-17 14:03:05,360 - mmaction - INFO - Epoch [38][2780/3134] lr: 0.01000, eta: 1 day, 7:40:06, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6094, loss_cls: 2.9417, loss: 2.9417 2020-06-17 14:03:16,999 - mmaction - INFO - Epoch [38][2800/3134] lr: 0.01000, eta: 1 day, 7:39:54, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3969, top5_acc: 0.6656, loss_cls: 2.6511, loss: 2.6511 2020-06-17 14:03:28,717 - mmaction - INFO - Epoch [38][2820/3134] lr: 0.01000, eta: 1 day, 7:39:42, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6094, loss_cls: 3.0492, loss: 3.0492 2020-06-17 14:03:40,348 - mmaction - INFO - Epoch [38][2840/3134] lr: 0.01000, eta: 1 day, 7:39:30, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3187, top5_acc: 0.6062, loss_cls: 2.9595, loss: 2.9595 2020-06-17 14:03:51,989 - mmaction - INFO - Epoch [38][2860/3134] lr: 0.01000, eta: 1 day, 7:39:19, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5813, loss_cls: 3.1422, loss: 3.1422 2020-06-17 14:04:03,589 - mmaction - INFO - Epoch [38][2880/3134] lr: 0.01000, eta: 1 day, 7:39:07, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6000, loss_cls: 2.9691, loss: 2.9691 2020-06-17 14:04:15,170 - mmaction - INFO - Epoch [38][2900/3134] lr: 0.01000, eta: 1 day, 7:38:55, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3344, top5_acc: 0.6062, loss_cls: 3.0529, loss: 3.0529 2020-06-17 14:04:26,759 - mmaction - INFO - Epoch [38][2920/3134] lr: 0.01000, eta: 1 day, 7:38:43, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6062, loss_cls: 2.7906, loss: 2.7906 2020-06-17 14:04:38,396 - mmaction - INFO - Epoch [38][2940/3134] lr: 0.01000, eta: 1 day, 7:38:31, time: 0.582, data_time: 0.000, memory: 8339, top1_acc: 0.3750, top5_acc: 0.5969, loss_cls: 2.9976, loss: 2.9976 2020-06-17 14:04:50,077 - mmaction - INFO - Epoch [38][2960/3134] lr: 0.01000, eta: 1 day, 7:38:19, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6031, loss_cls: 2.9155, loss: 2.9155 2020-06-17 14:05:01,670 - mmaction - INFO - Epoch [38][2980/3134] lr: 0.01000, eta: 1 day, 7:38:07, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5813, loss_cls: 3.1438, loss: 3.1438 2020-06-17 14:05:13,369 - mmaction - INFO - Epoch [38][3000/3134] lr: 0.01000, eta: 1 day, 7:37:56, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.3250, top5_acc: 0.6031, loss_cls: 3.0191, loss: 3.0191 2020-06-17 14:05:24,995 - mmaction - INFO - Epoch [38][3020/3134] lr: 0.01000, eta: 1 day, 7:37:44, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3812, top5_acc: 0.6219, loss_cls: 2.8620, loss: 2.8620 2020-06-17 14:05:36,599 - mmaction - INFO - Epoch [38][3040/3134] lr: 0.01000, eta: 1 day, 7:37:32, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3719, top5_acc: 0.5938, loss_cls: 2.8688, loss: 2.8688 2020-06-17 14:05:48,194 - mmaction - INFO - Epoch [38][3060/3134] lr: 0.01000, eta: 1 day, 7:37:20, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5469, loss_cls: 3.2443, loss: 3.2443 2020-06-17 14:05:59,733 - mmaction - INFO - Epoch [38][3080/3134] lr: 0.01000, eta: 1 day, 7:37:08, time: 0.577, data_time: 0.000, memory: 8339, top1_acc: 0.3031, top5_acc: 0.5875, loss_cls: 3.0746, loss: 3.0746 2020-06-17 14:06:11,303 - mmaction - INFO - Epoch [38][3100/3134] lr: 0.01000, eta: 1 day, 7:36:56, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6469, loss_cls: 2.8334, loss: 2.8334 2020-06-17 14:06:22,995 - mmaction - INFO - Epoch [38][3120/3134] lr: 0.01000, eta: 1 day, 7:36:44, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3250, top5_acc: 0.6000, loss_cls: 3.0448, loss: 3.0448 2020-06-17 14:07:02,650 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-17 14:07:03,906 - mmaction - INFO - top1_acc 0.2452 top5_acc 0.4925 2020-06-17 14:07:03,922 - mmaction - INFO - Epoch [38][3134/3134] lr: 0.01000, top1_acc: 0.2452, top5_acc: 0.4925 2020-06-17 14:07:19,382 - mmaction - INFO - Epoch [39][20/3134] lr: 0.01000, eta: 1 day, 7:36:17, time: 0.772, data_time: 0.195, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6094, loss_cls: 2.8654, loss: 2.8654 2020-06-17 14:07:31,027 - mmaction - INFO - Epoch [39][40/3134] lr: 0.01000, eta: 1 day, 7:36:05, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6719, loss_cls: 2.6950, loss: 2.6950 2020-06-17 14:07:42,601 - mmaction - INFO - Epoch [39][60/3134] lr: 0.01000, eta: 1 day, 7:35:53, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3812, top5_acc: 0.6281, loss_cls: 2.7941, loss: 2.7941 2020-06-17 14:07:54,146 - mmaction - INFO - Epoch [39][80/3134] lr: 0.01000, eta: 1 day, 7:35:41, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3937, top5_acc: 0.6281, loss_cls: 2.8534, loss: 2.8534 2020-06-17 14:08:05,670 - mmaction - INFO - Epoch [39][100/3134] lr: 0.01000, eta: 1 day, 7:35:29, time: 0.576, data_time: 0.000, memory: 8339, top1_acc: 0.4094, top5_acc: 0.6687, loss_cls: 2.6780, loss: 2.6780 2020-06-17 14:08:17,311 - mmaction - INFO - Epoch [39][120/3134] lr: 0.01000, eta: 1 day, 7:35:17, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6344, loss_cls: 2.8261, loss: 2.8261 2020-06-17 14:08:28,840 - mmaction - INFO - Epoch [39][140/3134] lr: 0.01000, eta: 1 day, 7:35:05, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6281, loss_cls: 2.8283, loss: 2.8283 2020-06-17 14:08:40,524 - mmaction - INFO - Epoch [39][160/3134] lr: 0.01000, eta: 1 day, 7:34:54, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3719, top5_acc: 0.5938, loss_cls: 3.0425, loss: 3.0425 2020-06-17 14:08:52,133 - mmaction - INFO - Epoch [39][180/3134] lr: 0.01000, eta: 1 day, 7:34:42, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6687, loss_cls: 2.7343, loss: 2.7343 2020-06-17 14:09:03,766 - mmaction - INFO - Epoch [39][200/3134] lr: 0.01000, eta: 1 day, 7:34:30, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6406, loss_cls: 2.8119, loss: 2.8119 2020-06-17 14:09:15,466 - mmaction - INFO - Epoch [39][220/3134] lr: 0.01000, eta: 1 day, 7:34:18, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3812, top5_acc: 0.5906, loss_cls: 2.9158, loss: 2.9158 2020-06-17 14:09:27,079 - mmaction - INFO - Epoch [39][240/3134] lr: 0.01000, eta: 1 day, 7:34:06, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6062, loss_cls: 3.0187, loss: 3.0187 2020-06-17 14:09:38,653 - mmaction - INFO - Epoch [39][260/3134] lr: 0.01000, eta: 1 day, 7:33:54, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6250, loss_cls: 2.9229, loss: 2.9229 2020-06-17 14:09:50,366 - mmaction - INFO - Epoch [39][280/3134] lr: 0.01000, eta: 1 day, 7:33:43, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6156, loss_cls: 2.8921, loss: 2.8921 2020-06-17 14:10:01,946 - mmaction - INFO - Epoch [39][300/3134] lr: 0.01000, eta: 1 day, 7:33:31, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6344, loss_cls: 2.7881, loss: 2.7881 2020-06-17 14:10:13,586 - mmaction - INFO - Epoch [39][320/3134] lr: 0.01000, eta: 1 day, 7:33:19, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4031, top5_acc: 0.6344, loss_cls: 2.6685, loss: 2.6685 2020-06-17 14:10:25,291 - mmaction - INFO - Epoch [39][340/3134] lr: 0.01000, eta: 1 day, 7:33:07, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3844, top5_acc: 0.6219, loss_cls: 2.8178, loss: 2.8178 2020-06-17 14:10:36,905 - mmaction - INFO - Epoch [39][360/3134] lr: 0.01000, eta: 1 day, 7:32:55, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6562, loss_cls: 2.8729, loss: 2.8729 2020-06-17 14:10:48,454 - mmaction - INFO - Epoch [39][380/3134] lr: 0.01000, eta: 1 day, 7:32:43, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5875, loss_cls: 2.9922, loss: 2.9922 2020-06-17 14:11:00,086 - mmaction - INFO - Epoch [39][400/3134] lr: 0.01000, eta: 1 day, 7:32:32, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3281, top5_acc: 0.6375, loss_cls: 2.8925, loss: 2.8925 2020-06-17 14:11:11,780 - mmaction - INFO - Epoch [39][420/3134] lr: 0.01000, eta: 1 day, 7:32:20, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5625, loss_cls: 3.1559, loss: 3.1559 2020-06-17 14:11:23,311 - mmaction - INFO - Epoch [39][440/3134] lr: 0.01000, eta: 1 day, 7:32:08, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5938, loss_cls: 3.0102, loss: 3.0102 2020-06-17 14:11:34,951 - mmaction - INFO - Epoch [39][460/3134] lr: 0.01000, eta: 1 day, 7:31:56, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6031, loss_cls: 2.9502, loss: 2.9502 2020-06-17 14:11:46,538 - mmaction - INFO - Epoch [39][480/3134] lr: 0.01000, eta: 1 day, 7:31:44, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3969, top5_acc: 0.6438, loss_cls: 2.6882, loss: 2.6882 2020-06-17 14:11:58,120 - mmaction - INFO - Epoch [39][500/3134] lr: 0.01000, eta: 1 day, 7:31:32, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5906, loss_cls: 3.0211, loss: 3.0211 2020-06-17 14:12:09,755 - mmaction - INFO - Epoch [39][520/3134] lr: 0.01000, eta: 1 day, 7:31:20, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3937, top5_acc: 0.6312, loss_cls: 2.9102, loss: 2.9102 2020-06-17 14:12:21,333 - mmaction - INFO - Epoch [39][540/3134] lr: 0.01000, eta: 1 day, 7:31:08, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.3563, top5_acc: 0.5781, loss_cls: 3.0872, loss: 3.0872 2020-06-17 14:12:32,903 - mmaction - INFO - Epoch [39][560/3134] lr: 0.01000, eta: 1 day, 7:30:56, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4062, top5_acc: 0.6500, loss_cls: 2.8132, loss: 2.8132 2020-06-17 14:12:44,497 - mmaction - INFO - Epoch [39][580/3134] lr: 0.01000, eta: 1 day, 7:30:44, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6125, loss_cls: 2.8649, loss: 2.8649 2020-06-17 14:12:56,085 - mmaction - INFO - Epoch [39][600/3134] lr: 0.01000, eta: 1 day, 7:30:33, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6094, loss_cls: 3.0262, loss: 3.0262 2020-06-17 14:13:07,698 - mmaction - INFO - Epoch [39][620/3134] lr: 0.01000, eta: 1 day, 7:30:21, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6125, loss_cls: 2.9006, loss: 2.9006 2020-06-17 14:13:19,307 - mmaction - INFO - Epoch [39][640/3134] lr: 0.01000, eta: 1 day, 7:30:09, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6156, loss_cls: 2.8818, loss: 2.8818 2020-06-17 14:13:30,892 - mmaction - INFO - Epoch [39][660/3134] lr: 0.01000, eta: 1 day, 7:29:57, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5938, loss_cls: 3.0019, loss: 3.0019 2020-06-17 14:13:42,525 - mmaction - INFO - Epoch [39][680/3134] lr: 0.01000, eta: 1 day, 7:29:45, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6219, loss_cls: 2.9178, loss: 2.9178 2020-06-17 14:13:54,222 - mmaction - INFO - Epoch [39][700/3134] lr: 0.01000, eta: 1 day, 7:29:33, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5969, loss_cls: 3.0674, loss: 3.0674 2020-06-17 14:14:05,788 - mmaction - INFO - Epoch [39][720/3134] lr: 0.01000, eta: 1 day, 7:29:21, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3187, top5_acc: 0.6125, loss_cls: 2.9557, loss: 2.9557 2020-06-17 14:14:17,338 - mmaction - INFO - Epoch [39][740/3134] lr: 0.01000, eta: 1 day, 7:29:09, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6687, loss_cls: 2.7143, loss: 2.7143 2020-06-17 14:14:28,930 - mmaction - INFO - Epoch [39][760/3134] lr: 0.01000, eta: 1 day, 7:28:58, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4031, top5_acc: 0.6469, loss_cls: 2.7091, loss: 2.7091 2020-06-17 14:14:40,496 - mmaction - INFO - Epoch [39][780/3134] lr: 0.01000, eta: 1 day, 7:28:46, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4031, top5_acc: 0.6562, loss_cls: 2.7197, loss: 2.7197 2020-06-17 14:14:52,133 - mmaction - INFO - Epoch [39][800/3134] lr: 0.01000, eta: 1 day, 7:28:34, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5813, loss_cls: 3.1208, loss: 3.1208 2020-06-17 14:15:03,778 - mmaction - INFO - Epoch [39][820/3134] lr: 0.01000, eta: 1 day, 7:28:22, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6219, loss_cls: 2.8142, loss: 2.8142 2020-06-17 14:15:15,372 - mmaction - INFO - Epoch [39][840/3134] lr: 0.01000, eta: 1 day, 7:28:10, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6094, loss_cls: 2.9647, loss: 2.9647 2020-06-17 14:15:27,017 - mmaction - INFO - Epoch [39][860/3134] lr: 0.01000, eta: 1 day, 7:27:58, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6594, loss_cls: 2.6987, loss: 2.6987 2020-06-17 14:15:38,665 - mmaction - INFO - Epoch [39][880/3134] lr: 0.01000, eta: 1 day, 7:27:46, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3625, top5_acc: 0.5969, loss_cls: 2.9134, loss: 2.9134 2020-06-17 14:15:50,206 - mmaction - INFO - Epoch [39][900/3134] lr: 0.01000, eta: 1 day, 7:27:34, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5938, loss_cls: 3.0517, loss: 3.0517 2020-06-17 14:16:01,915 - mmaction - INFO - Epoch [39][920/3134] lr: 0.01000, eta: 1 day, 7:27:23, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6406, loss_cls: 2.8509, loss: 2.8509 2020-06-17 14:16:13,486 - mmaction - INFO - Epoch [39][940/3134] lr: 0.01000, eta: 1 day, 7:27:11, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6125, loss_cls: 2.9549, loss: 2.9549 2020-06-17 14:16:25,079 - mmaction - INFO - Epoch [39][960/3134] lr: 0.01000, eta: 1 day, 7:26:59, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5969, loss_cls: 3.0403, loss: 3.0403 2020-06-17 14:16:36,611 - mmaction - INFO - Epoch [39][980/3134] lr: 0.01000, eta: 1 day, 7:26:47, time: 0.576, data_time: 0.000, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6719, loss_cls: 2.7609, loss: 2.7609 2020-06-17 14:16:48,266 - mmaction - INFO - Epoch [39][1000/3134] lr: 0.01000, eta: 1 day, 7:26:35, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6219, loss_cls: 2.8875, loss: 2.8875 2020-06-17 14:16:59,893 - mmaction - INFO - Epoch [39][1020/3134] lr: 0.01000, eta: 1 day, 7:26:23, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5969, loss_cls: 3.0181, loss: 3.0181 2020-06-17 14:17:11,608 - mmaction - INFO - Epoch [39][1040/3134] lr: 0.01000, eta: 1 day, 7:26:11, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3312, top5_acc: 0.6312, loss_cls: 3.0085, loss: 3.0085 2020-06-17 14:17:23,242 - mmaction - INFO - Epoch [39][1060/3134] lr: 0.01000, eta: 1 day, 7:26:00, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6156, loss_cls: 2.9983, loss: 2.9983 2020-06-17 14:17:34,875 - mmaction - INFO - Epoch [39][1080/3134] lr: 0.01000, eta: 1 day, 7:25:48, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3906, top5_acc: 0.5750, loss_cls: 3.0115, loss: 3.0115 2020-06-17 14:17:46,458 - mmaction - INFO - Epoch [39][1100/3134] lr: 0.01000, eta: 1 day, 7:25:36, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3625, top5_acc: 0.5875, loss_cls: 3.0088, loss: 3.0088 2020-06-17 14:17:58,005 - mmaction - INFO - Epoch [39][1120/3134] lr: 0.01000, eta: 1 day, 7:25:24, time: 0.576, data_time: 0.000, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5813, loss_cls: 3.0604, loss: 3.0604 2020-06-17 14:18:09,544 - mmaction - INFO - Epoch [39][1140/3134] lr: 0.01000, eta: 1 day, 7:25:12, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6031, loss_cls: 3.0601, loss: 3.0601 2020-06-17 14:18:21,171 - mmaction - INFO - Epoch [39][1160/3134] lr: 0.01000, eta: 1 day, 7:25:00, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6500, loss_cls: 2.7782, loss: 2.7782 2020-06-17 14:18:32,763 - mmaction - INFO - Epoch [39][1180/3134] lr: 0.01000, eta: 1 day, 7:24:48, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6156, loss_cls: 2.9589, loss: 2.9589 2020-06-17 14:18:44,323 - mmaction - INFO - Epoch [39][1200/3134] lr: 0.01000, eta: 1 day, 7:24:36, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4156, top5_acc: 0.6344, loss_cls: 2.8486, loss: 2.8486 2020-06-17 14:18:56,002 - mmaction - INFO - Epoch [39][1220/3134] lr: 0.01000, eta: 1 day, 7:24:24, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5938, loss_cls: 3.0576, loss: 3.0576 2020-06-17 14:19:07,655 - mmaction - INFO - Epoch [39][1240/3134] lr: 0.01000, eta: 1 day, 7:24:13, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5719, loss_cls: 3.1560, loss: 3.1560 2020-06-17 14:19:19,245 - mmaction - INFO - Epoch [39][1260/3134] lr: 0.01000, eta: 1 day, 7:24:01, time: 0.579, data_time: 0.004, memory: 8339, top1_acc: 0.3844, top5_acc: 0.6188, loss_cls: 2.9311, loss: 2.9311 2020-06-17 14:19:30,882 - mmaction - INFO - Epoch [39][1280/3134] lr: 0.01000, eta: 1 day, 7:23:49, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3812, top5_acc: 0.6656, loss_cls: 2.7600, loss: 2.7600 2020-06-17 14:19:42,501 - mmaction - INFO - Epoch [39][1300/3134] lr: 0.01000, eta: 1 day, 7:23:37, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3812, top5_acc: 0.5969, loss_cls: 2.9880, loss: 2.9880 2020-06-17 14:19:54,115 - mmaction - INFO - Epoch [39][1320/3134] lr: 0.01000, eta: 1 day, 7:23:25, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6312, loss_cls: 2.8414, loss: 2.8414 2020-06-17 14:20:05,811 - mmaction - INFO - Epoch [39][1340/3134] lr: 0.01000, eta: 1 day, 7:23:14, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6375, loss_cls: 2.9494, loss: 2.9494 2020-06-17 14:20:17,400 - mmaction - INFO - Epoch [39][1360/3134] lr: 0.01000, eta: 1 day, 7:23:02, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3812, top5_acc: 0.6594, loss_cls: 2.8134, loss: 2.8134 2020-06-17 14:20:29,051 - mmaction - INFO - Epoch [39][1380/3134] lr: 0.01000, eta: 1 day, 7:22:50, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5656, loss_cls: 3.1614, loss: 3.1614 2020-06-17 14:20:40,792 - mmaction - INFO - Epoch [39][1400/3134] lr: 0.01000, eta: 1 day, 7:22:38, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6031, loss_cls: 2.9570, loss: 2.9570 2020-06-17 14:20:52,457 - mmaction - INFO - Epoch [39][1420/3134] lr: 0.01000, eta: 1 day, 7:22:26, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4156, top5_acc: 0.6188, loss_cls: 2.8923, loss: 2.8923 2020-06-17 14:21:04,069 - mmaction - INFO - Epoch [39][1440/3134] lr: 0.01000, eta: 1 day, 7:22:14, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4031, top5_acc: 0.6250, loss_cls: 2.8716, loss: 2.8716 2020-06-17 14:21:15,674 - mmaction - INFO - Epoch [39][1460/3134] lr: 0.01000, eta: 1 day, 7:22:03, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5969, loss_cls: 3.0071, loss: 3.0071 2020-06-17 14:21:27,335 - mmaction - INFO - Epoch [39][1480/3134] lr: 0.01000, eta: 1 day, 7:21:51, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6094, loss_cls: 2.9133, loss: 2.9133 2020-06-17 14:21:38,981 - mmaction - INFO - Epoch [39][1500/3134] lr: 0.01000, eta: 1 day, 7:21:39, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5500, loss_cls: 3.1872, loss: 3.1872 2020-06-17 14:21:50,571 - mmaction - INFO - Epoch [39][1520/3134] lr: 0.01000, eta: 1 day, 7:21:27, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6281, loss_cls: 2.9158, loss: 2.9158 2020-06-17 14:22:02,170 - mmaction - INFO - Epoch [39][1540/3134] lr: 0.01000, eta: 1 day, 7:21:15, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6250, loss_cls: 2.8993, loss: 2.8993 2020-06-17 14:22:13,811 - mmaction - INFO - Epoch [39][1560/3134] lr: 0.01000, eta: 1 day, 7:21:03, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3688, top5_acc: 0.5969, loss_cls: 2.9985, loss: 2.9985 2020-06-17 14:22:25,422 - mmaction - INFO - Epoch [39][1580/3134] lr: 0.01000, eta: 1 day, 7:20:52, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6219, loss_cls: 2.7906, loss: 2.7906 2020-06-17 14:22:37,050 - mmaction - INFO - Epoch [39][1600/3134] lr: 0.01000, eta: 1 day, 7:20:40, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6094, loss_cls: 2.8176, loss: 2.8176 2020-06-17 14:22:48,640 - mmaction - INFO - Epoch [39][1620/3134] lr: 0.01000, eta: 1 day, 7:20:28, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3094, top5_acc: 0.6344, loss_cls: 2.9879, loss: 2.9879 2020-06-17 14:23:00,337 - mmaction - INFO - Epoch [39][1640/3134] lr: 0.01000, eta: 1 day, 7:20:16, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6219, loss_cls: 2.8937, loss: 2.8937 2020-06-17 14:23:11,944 - mmaction - INFO - Epoch [39][1660/3134] lr: 0.01000, eta: 1 day, 7:20:04, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3844, top5_acc: 0.6344, loss_cls: 2.8672, loss: 2.8672 2020-06-17 14:23:23,728 - mmaction - INFO - Epoch [39][1680/3134] lr: 0.01000, eta: 1 day, 7:19:52, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5875, loss_cls: 3.0359, loss: 3.0359 2020-06-17 14:23:35,330 - mmaction - INFO - Epoch [39][1700/3134] lr: 0.01000, eta: 1 day, 7:19:41, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3937, top5_acc: 0.6500, loss_cls: 2.7846, loss: 2.7846 2020-06-17 14:23:46,990 - mmaction - INFO - Epoch [39][1720/3134] lr: 0.01000, eta: 1 day, 7:19:29, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3688, top5_acc: 0.5844, loss_cls: 2.8516, loss: 2.8516 2020-06-17 14:23:58,648 - mmaction - INFO - Epoch [39][1740/3134] lr: 0.01000, eta: 1 day, 7:19:17, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6188, loss_cls: 2.7855, loss: 2.7855 2020-06-17 14:24:10,215 - mmaction - INFO - Epoch [39][1760/3134] lr: 0.01000, eta: 1 day, 7:19:05, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.3937, top5_acc: 0.6656, loss_cls: 2.7281, loss: 2.7281 2020-06-17 14:24:21,913 - mmaction - INFO - Epoch [39][1780/3134] lr: 0.01000, eta: 1 day, 7:18:53, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5594, loss_cls: 3.1575, loss: 3.1575 2020-06-17 14:24:33,477 - mmaction - INFO - Epoch [39][1800/3134] lr: 0.01000, eta: 1 day, 7:18:41, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6281, loss_cls: 2.9267, loss: 2.9267 2020-06-17 14:24:45,063 - mmaction - INFO - Epoch [39][1820/3134] lr: 0.01000, eta: 1 day, 7:18:30, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6281, loss_cls: 2.9016, loss: 2.9016 2020-06-17 14:24:56,724 - mmaction - INFO - Epoch [39][1840/3134] lr: 0.01000, eta: 1 day, 7:18:18, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6375, loss_cls: 2.8833, loss: 2.8833 2020-06-17 14:25:08,433 - mmaction - INFO - Epoch [39][1860/3134] lr: 0.01000, eta: 1 day, 7:18:06, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6031, loss_cls: 2.9259, loss: 2.9259 2020-06-17 14:25:20,005 - mmaction - INFO - Epoch [39][1880/3134] lr: 0.01000, eta: 1 day, 7:17:54, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6094, loss_cls: 2.9057, loss: 2.9057 2020-06-17 14:25:31,666 - mmaction - INFO - Epoch [39][1900/3134] lr: 0.01000, eta: 1 day, 7:17:42, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3281, top5_acc: 0.6062, loss_cls: 3.1248, loss: 3.1248 2020-06-17 14:25:43,198 - mmaction - INFO - Epoch [39][1920/3134] lr: 0.01000, eta: 1 day, 7:17:30, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.3937, top5_acc: 0.6531, loss_cls: 2.6947, loss: 2.6947 2020-06-17 14:25:54,764 - mmaction - INFO - Epoch [39][1940/3134] lr: 0.01000, eta: 1 day, 7:17:18, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3719, top5_acc: 0.5969, loss_cls: 3.0286, loss: 3.0286 2020-06-17 14:26:06,430 - mmaction - INFO - Epoch [39][1960/3134] lr: 0.01000, eta: 1 day, 7:17:07, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6156, loss_cls: 2.9346, loss: 2.9346 2020-06-17 14:26:18,001 - mmaction - INFO - Epoch [39][1980/3134] lr: 0.01000, eta: 1 day, 7:16:55, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4156, top5_acc: 0.6531, loss_cls: 2.7694, loss: 2.7694 2020-06-17 14:26:29,690 - mmaction - INFO - Epoch [39][2000/3134] lr: 0.01000, eta: 1 day, 7:16:43, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4000, top5_acc: 0.6344, loss_cls: 2.7236, loss: 2.7236 2020-06-17 14:26:41,304 - mmaction - INFO - Epoch [39][2020/3134] lr: 0.01000, eta: 1 day, 7:16:31, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3969, top5_acc: 0.6625, loss_cls: 2.7825, loss: 2.7825 2020-06-17 14:26:52,896 - mmaction - INFO - Epoch [39][2040/3134] lr: 0.01000, eta: 1 day, 7:16:19, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3312, top5_acc: 0.6000, loss_cls: 2.9630, loss: 2.9630 2020-06-17 14:27:04,510 - mmaction - INFO - Epoch [39][2060/3134] lr: 0.01000, eta: 1 day, 7:16:07, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6188, loss_cls: 2.9519, loss: 2.9519 2020-06-17 14:27:16,117 - mmaction - INFO - Epoch [39][2080/3134] lr: 0.01000, eta: 1 day, 7:15:55, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3937, top5_acc: 0.6219, loss_cls: 2.8594, loss: 2.8594 2020-06-17 14:27:27,722 - mmaction - INFO - Epoch [39][2100/3134] lr: 0.01000, eta: 1 day, 7:15:43, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.3844, top5_acc: 0.6250, loss_cls: 2.8402, loss: 2.8402 2020-06-17 14:27:39,313 - mmaction - INFO - Epoch [39][2120/3134] lr: 0.01000, eta: 1 day, 7:15:32, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5906, loss_cls: 2.9709, loss: 2.9709 2020-06-17 14:27:50,928 - mmaction - INFO - Epoch [39][2140/3134] lr: 0.01000, eta: 1 day, 7:15:20, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5750, loss_cls: 3.0863, loss: 3.0863 2020-06-17 14:28:02,513 - mmaction - INFO - Epoch [39][2160/3134] lr: 0.01000, eta: 1 day, 7:15:08, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6250, loss_cls: 2.8443, loss: 2.8443 2020-06-17 14:28:14,084 - mmaction - INFO - Epoch [39][2180/3134] lr: 0.01000, eta: 1 day, 7:14:56, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.3844, top5_acc: 0.6500, loss_cls: 2.7367, loss: 2.7367 2020-06-17 14:28:25,664 - mmaction - INFO - Epoch [39][2200/3134] lr: 0.01000, eta: 1 day, 7:14:44, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6062, loss_cls: 2.9775, loss: 2.9775 2020-06-17 14:28:37,285 - mmaction - INFO - Epoch [39][2220/3134] lr: 0.01000, eta: 1 day, 7:14:32, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6219, loss_cls: 2.8755, loss: 2.8755 2020-06-17 14:28:48,867 - mmaction - INFO - Epoch [39][2240/3134] lr: 0.01000, eta: 1 day, 7:14:20, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6031, loss_cls: 3.0528, loss: 3.0528 2020-06-17 14:29:00,578 - mmaction - INFO - Epoch [39][2260/3134] lr: 0.01000, eta: 1 day, 7:14:08, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5750, loss_cls: 2.9446, loss: 2.9446 2020-06-17 14:29:12,177 - mmaction - INFO - Epoch [39][2280/3134] lr: 0.01000, eta: 1 day, 7:13:57, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5813, loss_cls: 3.1143, loss: 3.1143 2020-06-17 14:29:23,880 - mmaction - INFO - Epoch [39][2300/3134] lr: 0.01000, eta: 1 day, 7:13:45, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5844, loss_cls: 3.0625, loss: 3.0625 2020-06-17 14:29:35,530 - mmaction - INFO - Epoch [39][2320/3134] lr: 0.01000, eta: 1 day, 7:13:33, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6062, loss_cls: 2.8953, loss: 2.8953 2020-06-17 14:29:47,230 - mmaction - INFO - Epoch [39][2340/3134] lr: 0.01000, eta: 1 day, 7:13:21, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6250, loss_cls: 2.8505, loss: 2.8505 2020-06-17 14:29:58,873 - mmaction - INFO - Epoch [39][2360/3134] lr: 0.01000, eta: 1 day, 7:13:10, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5687, loss_cls: 3.1965, loss: 3.1965 2020-06-17 14:30:10,554 - mmaction - INFO - Epoch [39][2380/3134] lr: 0.01000, eta: 1 day, 7:12:58, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6281, loss_cls: 2.8742, loss: 2.8742 2020-06-17 14:30:22,205 - mmaction - INFO - Epoch [39][2400/3134] lr: 0.01000, eta: 1 day, 7:12:46, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5594, loss_cls: 3.0384, loss: 3.0384 2020-06-17 14:30:33,778 - mmaction - INFO - Epoch [39][2420/3134] lr: 0.01000, eta: 1 day, 7:12:34, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3187, top5_acc: 0.5750, loss_cls: 3.0897, loss: 3.0897 2020-06-17 14:30:45,425 - mmaction - INFO - Epoch [39][2440/3134] lr: 0.01000, eta: 1 day, 7:12:22, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6219, loss_cls: 2.9584, loss: 2.9584 2020-06-17 14:30:57,033 - mmaction - INFO - Epoch [39][2460/3134] lr: 0.01000, eta: 1 day, 7:12:10, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.2844, top5_acc: 0.6000, loss_cls: 3.2895, loss: 3.2895 2020-06-17 14:31:08,639 - mmaction - INFO - Epoch [39][2480/3134] lr: 0.01000, eta: 1 day, 7:11:59, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6062, loss_cls: 2.8828, loss: 2.8828 2020-06-17 14:31:20,296 - mmaction - INFO - Epoch [39][2500/3134] lr: 0.01000, eta: 1 day, 7:11:47, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6094, loss_cls: 2.9349, loss: 2.9349 2020-06-17 14:31:31,907 - mmaction - INFO - Epoch [39][2520/3134] lr: 0.01000, eta: 1 day, 7:11:35, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6250, loss_cls: 2.7806, loss: 2.7806 2020-06-17 14:31:43,476 - mmaction - INFO - Epoch [39][2540/3134] lr: 0.01000, eta: 1 day, 7:11:23, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3969, top5_acc: 0.6094, loss_cls: 3.0365, loss: 3.0365 2020-06-17 14:31:55,095 - mmaction - INFO - Epoch [39][2560/3134] lr: 0.01000, eta: 1 day, 7:11:11, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5563, loss_cls: 3.0395, loss: 3.0395 2020-06-17 14:32:06,746 - mmaction - INFO - Epoch [39][2580/3134] lr: 0.01000, eta: 1 day, 7:10:59, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3344, top5_acc: 0.6281, loss_cls: 3.0097, loss: 3.0097 2020-06-17 14:32:18,368 - mmaction - INFO - Epoch [39][2600/3134] lr: 0.01000, eta: 1 day, 7:10:47, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6219, loss_cls: 2.9639, loss: 2.9639 2020-06-17 14:32:29,929 - mmaction - INFO - Epoch [39][2620/3134] lr: 0.01000, eta: 1 day, 7:10:35, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6375, loss_cls: 2.9837, loss: 2.9837 2020-06-17 14:32:41,493 - mmaction - INFO - Epoch [39][2640/3134] lr: 0.01000, eta: 1 day, 7:10:24, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3594, top5_acc: 0.5969, loss_cls: 2.9249, loss: 2.9249 2020-06-17 14:32:53,114 - mmaction - INFO - Epoch [39][2660/3134] lr: 0.01000, eta: 1 day, 7:10:12, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6062, loss_cls: 3.0605, loss: 3.0605 2020-06-17 14:33:04,774 - mmaction - INFO - Epoch [39][2680/3134] lr: 0.01000, eta: 1 day, 7:10:00, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5875, loss_cls: 3.0239, loss: 3.0239 2020-06-17 14:33:16,299 - mmaction - INFO - Epoch [39][2700/3134] lr: 0.01000, eta: 1 day, 7:09:48, time: 0.576, data_time: 0.000, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6250, loss_cls: 2.9513, loss: 2.9513 2020-06-17 14:33:27,869 - mmaction - INFO - Epoch [39][2720/3134] lr: 0.01000, eta: 1 day, 7:09:36, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3719, top5_acc: 0.5750, loss_cls: 3.0281, loss: 3.0281 2020-06-17 14:33:39,506 - mmaction - INFO - Epoch [39][2740/3134] lr: 0.01000, eta: 1 day, 7:09:24, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5906, loss_cls: 2.9782, loss: 2.9782 2020-06-17 14:33:51,220 - mmaction - INFO - Epoch [39][2760/3134] lr: 0.01000, eta: 1 day, 7:09:12, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6031, loss_cls: 2.9379, loss: 2.9379 2020-06-17 14:34:02,813 - mmaction - INFO - Epoch [39][2780/3134] lr: 0.01000, eta: 1 day, 7:09:01, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6250, loss_cls: 2.9063, loss: 2.9063 2020-06-17 14:34:14,381 - mmaction - INFO - Epoch [39][2800/3134] lr: 0.01000, eta: 1 day, 7:08:49, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.3844, top5_acc: 0.6500, loss_cls: 2.6914, loss: 2.6914 2020-06-17 14:34:25,955 - mmaction - INFO - Epoch [39][2820/3134] lr: 0.01000, eta: 1 day, 7:08:37, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6094, loss_cls: 2.8884, loss: 2.8884 2020-06-17 14:34:37,531 - mmaction - INFO - Epoch [39][2840/3134] lr: 0.01000, eta: 1 day, 7:08:25, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4094, top5_acc: 0.6500, loss_cls: 2.8348, loss: 2.8348 2020-06-17 14:34:49,156 - mmaction - INFO - Epoch [39][2860/3134] lr: 0.01000, eta: 1 day, 7:08:13, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6031, loss_cls: 3.0029, loss: 3.0029 2020-06-17 14:35:00,799 - mmaction - INFO - Epoch [39][2880/3134] lr: 0.01000, eta: 1 day, 7:08:01, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6031, loss_cls: 2.9470, loss: 2.9470 2020-06-17 14:35:12,433 - mmaction - INFO - Epoch [39][2900/3134] lr: 0.01000, eta: 1 day, 7:07:49, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6438, loss_cls: 2.7364, loss: 2.7364 2020-06-17 14:35:24,129 - mmaction - INFO - Epoch [39][2920/3134] lr: 0.01000, eta: 1 day, 7:07:37, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5625, loss_cls: 3.2173, loss: 3.2173 2020-06-17 14:35:35,730 - mmaction - INFO - Epoch [39][2940/3134] lr: 0.01000, eta: 1 day, 7:07:26, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.2844, top5_acc: 0.5719, loss_cls: 3.1546, loss: 3.1546 2020-06-17 14:35:47,310 - mmaction - INFO - Epoch [39][2960/3134] lr: 0.01000, eta: 1 day, 7:07:14, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6281, loss_cls: 2.9196, loss: 2.9196 2020-06-17 14:35:58,923 - mmaction - INFO - Epoch [39][2980/3134] lr: 0.01000, eta: 1 day, 7:07:02, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6469, loss_cls: 2.8205, loss: 2.8205 2020-06-17 14:36:10,522 - mmaction - INFO - Epoch [39][3000/3134] lr: 0.01000, eta: 1 day, 7:06:50, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3312, top5_acc: 0.6000, loss_cls: 2.9743, loss: 2.9743 2020-06-17 14:36:22,124 - mmaction - INFO - Epoch [39][3020/3134] lr: 0.01000, eta: 1 day, 7:06:38, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5844, loss_cls: 3.0539, loss: 3.0539 2020-06-17 14:36:33,761 - mmaction - INFO - Epoch [39][3040/3134] lr: 0.01000, eta: 1 day, 7:06:26, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6219, loss_cls: 2.8815, loss: 2.8815 2020-06-17 14:36:45,348 - mmaction - INFO - Epoch [39][3060/3134] lr: 0.01000, eta: 1 day, 7:06:14, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3625, top5_acc: 0.5844, loss_cls: 3.0850, loss: 3.0850 2020-06-17 14:36:57,035 - mmaction - INFO - Epoch [39][3080/3134] lr: 0.01000, eta: 1 day, 7:06:03, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5625, loss_cls: 3.0780, loss: 3.0780 2020-06-17 14:37:08,593 - mmaction - INFO - Epoch [39][3100/3134] lr: 0.01000, eta: 1 day, 7:05:51, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4125, top5_acc: 0.6750, loss_cls: 2.7011, loss: 2.7011 2020-06-17 14:37:20,229 - mmaction - INFO - Epoch [39][3120/3134] lr: 0.01000, eta: 1 day, 7:05:39, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6156, loss_cls: 3.0357, loss: 3.0357 2020-06-17 14:37:55,199 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-17 14:37:56,457 - mmaction - INFO - top1_acc 0.2519 top5_acc 0.5005 2020-06-17 14:37:56,474 - mmaction - INFO - Epoch [39][3134/3134] lr: 0.01000, top1_acc: 0.2519, top5_acc: 0.5005 2020-06-17 14:38:11,845 - mmaction - INFO - Epoch [40][20/3134] lr: 0.01000, eta: 1 day, 7:05:12, time: 0.767, data_time: 0.190, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6250, loss_cls: 2.8540, loss: 2.8540 2020-06-17 14:38:23,462 - mmaction - INFO - Epoch [40][40/3134] lr: 0.01000, eta: 1 day, 7:05:00, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6062, loss_cls: 2.9210, loss: 2.9210 2020-06-17 14:38:35,043 - mmaction - INFO - Epoch [40][60/3134] lr: 0.01000, eta: 1 day, 7:04:48, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4094, top5_acc: 0.6406, loss_cls: 2.7887, loss: 2.7887 2020-06-17 14:38:46,674 - mmaction - INFO - Epoch [40][80/3134] lr: 0.01000, eta: 1 day, 7:04:36, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6562, loss_cls: 2.7562, loss: 2.7562 2020-06-17 14:38:58,274 - mmaction - INFO - Epoch [40][100/3134] lr: 0.01000, eta: 1 day, 7:04:24, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6188, loss_cls: 2.9900, loss: 2.9900 2020-06-17 14:39:09,934 - mmaction - INFO - Epoch [40][120/3134] lr: 0.01000, eta: 1 day, 7:04:12, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3812, top5_acc: 0.6281, loss_cls: 2.9182, loss: 2.9182 2020-06-17 14:39:21,569 - mmaction - INFO - Epoch [40][140/3134] lr: 0.01000, eta: 1 day, 7:04:01, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6312, loss_cls: 2.8685, loss: 2.8685 2020-06-17 14:39:33,215 - mmaction - INFO - Epoch [40][160/3134] lr: 0.01000, eta: 1 day, 7:03:49, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5906, loss_cls: 3.0372, loss: 3.0372 2020-06-17 14:39:44,819 - mmaction - INFO - Epoch [40][180/3134] lr: 0.01000, eta: 1 day, 7:03:37, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6281, loss_cls: 2.9581, loss: 2.9581 2020-06-17 14:39:56,476 - mmaction - INFO - Epoch [40][200/3134] lr: 0.01000, eta: 1 day, 7:03:25, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4031, top5_acc: 0.6594, loss_cls: 2.7167, loss: 2.7167 2020-06-17 14:40:08,066 - mmaction - INFO - Epoch [40][220/3134] lr: 0.01000, eta: 1 day, 7:03:13, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6344, loss_cls: 2.8449, loss: 2.8449 2020-06-17 14:40:19,662 - mmaction - INFO - Epoch [40][240/3134] lr: 0.01000, eta: 1 day, 7:03:01, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6062, loss_cls: 2.9113, loss: 2.9113 2020-06-17 14:40:31,298 - mmaction - INFO - Epoch [40][260/3134] lr: 0.01000, eta: 1 day, 7:02:50, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6500, loss_cls: 2.7832, loss: 2.7832 2020-06-17 14:40:42,854 - mmaction - INFO - Epoch [40][280/3134] lr: 0.01000, eta: 1 day, 7:02:38, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4062, top5_acc: 0.6625, loss_cls: 2.7399, loss: 2.7399 2020-06-17 14:40:54,468 - mmaction - INFO - Epoch [40][300/3134] lr: 0.01000, eta: 1 day, 7:02:26, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6656, loss_cls: 2.7158, loss: 2.7158 2020-06-17 14:41:06,031 - mmaction - INFO - Epoch [40][320/3134] lr: 0.01000, eta: 1 day, 7:02:14, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6344, loss_cls: 2.8217, loss: 2.8217 2020-06-17 14:41:17,805 - mmaction - INFO - Epoch [40][340/3134] lr: 0.01000, eta: 1 day, 7:02:02, time: 0.590, data_time: 0.002, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6531, loss_cls: 2.7118, loss: 2.7118 2020-06-17 14:41:29,463 - mmaction - INFO - Epoch [40][360/3134] lr: 0.01000, eta: 1 day, 7:01:50, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6500, loss_cls: 2.8681, loss: 2.8681 2020-06-17 14:41:41,063 - mmaction - INFO - Epoch [40][380/3134] lr: 0.01000, eta: 1 day, 7:01:39, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6375, loss_cls: 2.7751, loss: 2.7751 2020-06-17 14:41:52,696 - mmaction - INFO - Epoch [40][400/3134] lr: 0.01000, eta: 1 day, 7:01:27, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6250, loss_cls: 2.9402, loss: 2.9402 2020-06-17 14:42:04,402 - mmaction - INFO - Epoch [40][420/3134] lr: 0.01000, eta: 1 day, 7:01:15, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6188, loss_cls: 2.9679, loss: 2.9679 2020-06-17 14:42:16,008 - mmaction - INFO - Epoch [40][440/3134] lr: 0.01000, eta: 1 day, 7:01:03, time: 0.579, data_time: 0.004, memory: 8339, top1_acc: 0.3125, top5_acc: 0.6000, loss_cls: 2.9971, loss: 2.9971 2020-06-17 14:42:27,624 - mmaction - INFO - Epoch [40][460/3134] lr: 0.01000, eta: 1 day, 7:00:51, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6281, loss_cls: 2.8198, loss: 2.8198 2020-06-17 14:42:39,231 - mmaction - INFO - Epoch [40][480/3134] lr: 0.01000, eta: 1 day, 7:00:39, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3344, top5_acc: 0.6344, loss_cls: 3.0364, loss: 3.0364 2020-06-17 14:42:50,809 - mmaction - INFO - Epoch [40][500/3134] lr: 0.01000, eta: 1 day, 7:00:28, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3094, top5_acc: 0.6156, loss_cls: 3.0218, loss: 3.0218 2020-06-17 14:43:02,505 - mmaction - INFO - Epoch [40][520/3134] lr: 0.01000, eta: 1 day, 7:00:16, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6125, loss_cls: 2.8129, loss: 2.8129 2020-06-17 14:43:14,051 - mmaction - INFO - Epoch [40][540/3134] lr: 0.01000, eta: 1 day, 7:00:04, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3281, top5_acc: 0.5938, loss_cls: 2.9732, loss: 2.9732 2020-06-17 14:43:25,717 - mmaction - INFO - Epoch [40][560/3134] lr: 0.01000, eta: 1 day, 6:59:52, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6188, loss_cls: 2.8628, loss: 2.8628 2020-06-17 14:43:37,359 - mmaction - INFO - Epoch [40][580/3134] lr: 0.01000, eta: 1 day, 6:59:40, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3812, top5_acc: 0.6125, loss_cls: 2.9199, loss: 2.9199 2020-06-17 14:43:48,994 - mmaction - INFO - Epoch [40][600/3134] lr: 0.01000, eta: 1 day, 6:59:28, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6312, loss_cls: 2.8352, loss: 2.8352 2020-06-17 14:44:00,625 - mmaction - INFO - Epoch [40][620/3134] lr: 0.01000, eta: 1 day, 6:59:17, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6250, loss_cls: 2.8337, loss: 2.8337 2020-06-17 14:44:12,329 - mmaction - INFO - Epoch [40][640/3134] lr: 0.01000, eta: 1 day, 6:59:05, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3844, top5_acc: 0.6469, loss_cls: 2.7911, loss: 2.7911 2020-06-17 14:44:24,014 - mmaction - INFO - Epoch [40][660/3134] lr: 0.01000, eta: 1 day, 6:58:53, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6250, loss_cls: 2.8553, loss: 2.8553 2020-06-17 14:44:35,623 - mmaction - INFO - Epoch [40][680/3134] lr: 0.01000, eta: 1 day, 6:58:41, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6500, loss_cls: 2.9052, loss: 2.9052 2020-06-17 14:44:47,231 - mmaction - INFO - Epoch [40][700/3134] lr: 0.01000, eta: 1 day, 6:58:29, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3812, top5_acc: 0.6406, loss_cls: 2.7662, loss: 2.7662 2020-06-17 14:44:58,786 - mmaction - INFO - Epoch [40][720/3134] lr: 0.01000, eta: 1 day, 6:58:17, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.3812, top5_acc: 0.6281, loss_cls: 2.8480, loss: 2.8480 2020-06-17 14:45:10,446 - mmaction - INFO - Epoch [40][740/3134] lr: 0.01000, eta: 1 day, 6:58:06, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6500, loss_cls: 2.6374, loss: 2.6374 2020-06-17 14:45:22,066 - mmaction - INFO - Epoch [40][760/3134] lr: 0.01000, eta: 1 day, 6:57:54, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3844, top5_acc: 0.6281, loss_cls: 2.8279, loss: 2.8279 2020-06-17 14:45:33,669 - mmaction - INFO - Epoch [40][780/3134] lr: 0.01000, eta: 1 day, 6:57:42, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6531, loss_cls: 2.7499, loss: 2.7499 2020-06-17 14:45:45,336 - mmaction - INFO - Epoch [40][800/3134] lr: 0.01000, eta: 1 day, 6:57:30, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6312, loss_cls: 2.8889, loss: 2.8889 2020-06-17 14:45:57,011 - mmaction - INFO - Epoch [40][820/3134] lr: 0.01000, eta: 1 day, 6:57:18, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6094, loss_cls: 2.9540, loss: 2.9540 2020-06-17 14:46:08,613 - mmaction - INFO - Epoch [40][840/3134] lr: 0.01000, eta: 1 day, 6:57:07, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6781, loss_cls: 2.7329, loss: 2.7329 2020-06-17 14:46:20,258 - mmaction - INFO - Epoch [40][860/3134] lr: 0.01000, eta: 1 day, 6:56:55, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6438, loss_cls: 2.7610, loss: 2.7610 2020-06-17 14:46:31,937 - mmaction - INFO - Epoch [40][880/3134] lr: 0.01000, eta: 1 day, 6:56:43, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6406, loss_cls: 2.8370, loss: 2.8370 2020-06-17 14:46:43,493 - mmaction - INFO - Epoch [40][900/3134] lr: 0.01000, eta: 1 day, 6:56:31, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6281, loss_cls: 2.8474, loss: 2.8474 2020-06-17 14:46:55,131 - mmaction - INFO - Epoch [40][920/3134] lr: 0.01000, eta: 1 day, 6:56:19, time: 0.579, data_time: 0.004, memory: 8339, top1_acc: 0.4219, top5_acc: 0.6500, loss_cls: 2.7430, loss: 2.7430 2020-06-17 14:47:06,717 - mmaction - INFO - Epoch [40][940/3134] lr: 0.01000, eta: 1 day, 6:56:07, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6406, loss_cls: 2.8724, loss: 2.8724 2020-06-17 14:47:18,366 - mmaction - INFO - Epoch [40][960/3134] lr: 0.01000, eta: 1 day, 6:55:56, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3125, top5_acc: 0.5969, loss_cls: 3.0462, loss: 3.0462 2020-06-17 14:47:30,025 - mmaction - INFO - Epoch [40][980/3134] lr: 0.01000, eta: 1 day, 6:55:44, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3156, top5_acc: 0.6250, loss_cls: 2.9805, loss: 2.9805 2020-06-17 14:47:41,681 - mmaction - INFO - Epoch [40][1000/3134] lr: 0.01000, eta: 1 day, 6:55:32, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3594, top5_acc: 0.5938, loss_cls: 2.9487, loss: 2.9487 2020-06-17 14:47:53,339 - mmaction - INFO - Epoch [40][1020/3134] lr: 0.01000, eta: 1 day, 6:55:20, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3531, top5_acc: 0.6344, loss_cls: 2.8859, loss: 2.8859 2020-06-17 14:48:04,972 - mmaction - INFO - Epoch [40][1040/3134] lr: 0.01000, eta: 1 day, 6:55:08, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3844, top5_acc: 0.6312, loss_cls: 2.8807, loss: 2.8807 2020-06-17 14:48:16,598 - mmaction - INFO - Epoch [40][1060/3134] lr: 0.01000, eta: 1 day, 6:54:57, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6281, loss_cls: 2.9985, loss: 2.9985 2020-06-17 14:48:28,220 - mmaction - INFO - Epoch [40][1080/3134] lr: 0.01000, eta: 1 day, 6:54:45, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4062, top5_acc: 0.6438, loss_cls: 2.7523, loss: 2.7523 2020-06-17 14:48:39,760 - mmaction - INFO - Epoch [40][1100/3134] lr: 0.01000, eta: 1 day, 6:54:33, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5781, loss_cls: 2.9664, loss: 2.9664 2020-06-17 14:48:51,300 - mmaction - INFO - Epoch [40][1120/3134] lr: 0.01000, eta: 1 day, 6:54:21, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6000, loss_cls: 2.9022, loss: 2.9022 2020-06-17 14:49:03,003 - mmaction - INFO - Epoch [40][1140/3134] lr: 0.01000, eta: 1 day, 6:54:09, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3094, top5_acc: 0.6000, loss_cls: 3.0077, loss: 3.0077 2020-06-17 14:49:14,673 - mmaction - INFO - Epoch [40][1160/3134] lr: 0.01000, eta: 1 day, 6:53:57, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6219, loss_cls: 2.9966, loss: 2.9966 2020-06-17 14:49:26,317 - mmaction - INFO - Epoch [40][1180/3134] lr: 0.01000, eta: 1 day, 6:53:45, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6188, loss_cls: 2.9197, loss: 2.9197 2020-06-17 14:49:37,936 - mmaction - INFO - Epoch [40][1200/3134] lr: 0.01000, eta: 1 day, 6:53:34, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6062, loss_cls: 2.9110, loss: 2.9110 2020-06-17 14:49:49,560 - mmaction - INFO - Epoch [40][1220/3134] lr: 0.01000, eta: 1 day, 6:53:22, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6031, loss_cls: 2.9960, loss: 2.9960 2020-06-17 14:50:01,193 - mmaction - INFO - Epoch [40][1240/3134] lr: 0.01000, eta: 1 day, 6:53:10, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6156, loss_cls: 2.8894, loss: 2.8894 2020-06-17 14:50:12,925 - mmaction - INFO - Epoch [40][1260/3134] lr: 0.01000, eta: 1 day, 6:52:58, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3156, top5_acc: 0.5500, loss_cls: 3.2463, loss: 3.2463 2020-06-17 14:50:24,611 - mmaction - INFO - Epoch [40][1280/3134] lr: 0.01000, eta: 1 day, 6:52:47, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.3812, top5_acc: 0.5687, loss_cls: 3.0370, loss: 3.0370 2020-06-17 14:50:36,178 - mmaction - INFO - Epoch [40][1300/3134] lr: 0.01000, eta: 1 day, 6:52:35, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3000, top5_acc: 0.5625, loss_cls: 3.1434, loss: 3.1434 2020-06-17 14:50:48,030 - mmaction - INFO - Epoch [40][1320/3134] lr: 0.01000, eta: 1 day, 6:52:23, time: 0.592, data_time: 0.017, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5750, loss_cls: 3.0647, loss: 3.0647 2020-06-17 14:50:59,669 - mmaction - INFO - Epoch [40][1340/3134] lr: 0.01000, eta: 1 day, 6:52:11, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6312, loss_cls: 2.9238, loss: 2.9238 2020-06-17 14:51:11,262 - mmaction - INFO - Epoch [40][1360/3134] lr: 0.01000, eta: 1 day, 6:51:59, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6094, loss_cls: 2.9486, loss: 2.9486 2020-06-17 14:51:22,888 - mmaction - INFO - Epoch [40][1380/3134] lr: 0.01000, eta: 1 day, 6:51:48, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3500, top5_acc: 0.5813, loss_cls: 2.9768, loss: 2.9768 2020-06-17 14:51:34,584 - mmaction - INFO - Epoch [40][1400/3134] lr: 0.01000, eta: 1 day, 6:51:36, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.3688, top5_acc: 0.5875, loss_cls: 3.0490, loss: 3.0490 2020-06-17 14:51:46,205 - mmaction - INFO - Epoch [40][1420/3134] lr: 0.01000, eta: 1 day, 6:51:24, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3094, top5_acc: 0.5719, loss_cls: 3.1557, loss: 3.1557 2020-06-17 14:51:57,844 - mmaction - INFO - Epoch [40][1440/3134] lr: 0.01000, eta: 1 day, 6:51:12, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6469, loss_cls: 2.9281, loss: 2.9281 2020-06-17 14:52:09,410 - mmaction - INFO - Epoch [40][1460/3134] lr: 0.01000, eta: 1 day, 6:51:00, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6094, loss_cls: 2.9027, loss: 2.9027 2020-06-17 14:52:20,989 - mmaction - INFO - Epoch [40][1480/3134] lr: 0.01000, eta: 1 day, 6:50:48, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6344, loss_cls: 2.8922, loss: 2.8922 2020-06-17 14:52:32,644 - mmaction - INFO - Epoch [40][1500/3134] lr: 0.01000, eta: 1 day, 6:50:37, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6281, loss_cls: 2.9353, loss: 2.9353 2020-06-17 14:52:44,235 - mmaction - INFO - Epoch [40][1520/3134] lr: 0.01000, eta: 1 day, 6:50:25, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6000, loss_cls: 2.9044, loss: 2.9044 2020-06-17 14:52:55,945 - mmaction - INFO - Epoch [40][1540/3134] lr: 0.01000, eta: 1 day, 6:50:13, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3344, top5_acc: 0.6406, loss_cls: 2.9034, loss: 2.9034 2020-06-17 14:53:07,519 - mmaction - INFO - Epoch [40][1560/3134] lr: 0.01000, eta: 1 day, 6:50:01, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5969, loss_cls: 3.0267, loss: 3.0267 2020-06-17 14:53:19,096 - mmaction - INFO - Epoch [40][1580/3134] lr: 0.01000, eta: 1 day, 6:49:49, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6188, loss_cls: 2.8824, loss: 2.8824 2020-06-17 14:53:30,754 - mmaction - INFO - Epoch [40][1600/3134] lr: 0.01000, eta: 1 day, 6:49:37, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5844, loss_cls: 3.0671, loss: 3.0671 2020-06-17 14:53:42,402 - mmaction - INFO - Epoch [40][1620/3134] lr: 0.01000, eta: 1 day, 6:49:26, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6219, loss_cls: 2.9845, loss: 2.9845 2020-06-17 14:53:53,975 - mmaction - INFO - Epoch [40][1640/3134] lr: 0.01000, eta: 1 day, 6:49:14, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6125, loss_cls: 3.0584, loss: 3.0584 2020-06-17 14:54:05,646 - mmaction - INFO - Epoch [40][1660/3134] lr: 0.01000, eta: 1 day, 6:49:02, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3063, top5_acc: 0.6250, loss_cls: 2.9603, loss: 2.9603 2020-06-17 14:54:17,323 - mmaction - INFO - Epoch [40][1680/3134] lr: 0.01000, eta: 1 day, 6:48:50, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6625, loss_cls: 2.8067, loss: 2.8067 2020-06-17 14:54:28,896 - mmaction - INFO - Epoch [40][1700/3134] lr: 0.01000, eta: 1 day, 6:48:38, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6594, loss_cls: 2.7230, loss: 2.7230 2020-06-17 14:54:40,499 - mmaction - INFO - Epoch [40][1720/3134] lr: 0.01000, eta: 1 day, 6:48:26, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3625, top5_acc: 0.5906, loss_cls: 2.9974, loss: 2.9974 2020-06-17 14:54:52,126 - mmaction - INFO - Epoch [40][1740/3134] lr: 0.01000, eta: 1 day, 6:48:15, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5719, loss_cls: 3.0787, loss: 3.0787 2020-06-17 14:55:03,749 - mmaction - INFO - Epoch [40][1760/3134] lr: 0.01000, eta: 1 day, 6:48:03, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6312, loss_cls: 2.9152, loss: 2.9152 2020-06-17 14:55:15,333 - mmaction - INFO - Epoch [40][1780/3134] lr: 0.01000, eta: 1 day, 6:47:51, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6312, loss_cls: 2.9149, loss: 2.9149 2020-06-17 14:55:26,960 - mmaction - INFO - Epoch [40][1800/3134] lr: 0.01000, eta: 1 day, 6:47:39, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6438, loss_cls: 2.7111, loss: 2.7111 2020-06-17 14:55:38,566 - mmaction - INFO - Epoch [40][1820/3134] lr: 0.01000, eta: 1 day, 6:47:27, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6344, loss_cls: 2.8689, loss: 2.8689 2020-06-17 14:55:50,167 - mmaction - INFO - Epoch [40][1840/3134] lr: 0.01000, eta: 1 day, 6:47:15, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6094, loss_cls: 2.9923, loss: 2.9923 2020-06-17 14:56:01,794 - mmaction - INFO - Epoch [40][1860/3134] lr: 0.01000, eta: 1 day, 6:47:03, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6375, loss_cls: 2.7606, loss: 2.7606 2020-06-17 14:56:13,400 - mmaction - INFO - Epoch [40][1880/3134] lr: 0.01000, eta: 1 day, 6:46:51, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3375, top5_acc: 0.5656, loss_cls: 3.0095, loss: 3.0095 2020-06-17 14:56:25,067 - mmaction - INFO - Epoch [40][1900/3134] lr: 0.01000, eta: 1 day, 6:46:40, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.4062, top5_acc: 0.6406, loss_cls: 2.7165, loss: 2.7165 2020-06-17 14:56:36,675 - mmaction - INFO - Epoch [40][1920/3134] lr: 0.01000, eta: 1 day, 6:46:28, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6000, loss_cls: 2.9818, loss: 2.9818 2020-06-17 14:56:48,262 - mmaction - INFO - Epoch [40][1940/3134] lr: 0.01000, eta: 1 day, 6:46:16, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3125, top5_acc: 0.6250, loss_cls: 3.0054, loss: 3.0054 2020-06-17 14:56:59,846 - mmaction - INFO - Epoch [40][1960/3134] lr: 0.01000, eta: 1 day, 6:46:04, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5938, loss_cls: 2.9538, loss: 2.9538 2020-06-17 14:57:11,404 - mmaction - INFO - Epoch [40][1980/3134] lr: 0.01000, eta: 1 day, 6:45:52, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6375, loss_cls: 2.8439, loss: 2.8439 2020-06-17 14:57:22,984 - mmaction - INFO - Epoch [40][2000/3134] lr: 0.01000, eta: 1 day, 6:45:40, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3312, top5_acc: 0.5219, loss_cls: 3.2149, loss: 3.2149 2020-06-17 14:57:34,562 - mmaction - INFO - Epoch [40][2020/3134] lr: 0.01000, eta: 1 day, 6:45:28, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3844, top5_acc: 0.6531, loss_cls: 2.7879, loss: 2.7879 2020-06-17 14:57:46,199 - mmaction - INFO - Epoch [40][2040/3134] lr: 0.01000, eta: 1 day, 6:45:16, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.5906, loss_cls: 3.0258, loss: 3.0258 2020-06-17 14:57:57,736 - mmaction - INFO - Epoch [40][2060/3134] lr: 0.01000, eta: 1 day, 6:45:05, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4031, top5_acc: 0.6438, loss_cls: 2.7973, loss: 2.7973 2020-06-17 14:58:09,257 - mmaction - INFO - Epoch [40][2080/3134] lr: 0.01000, eta: 1 day, 6:44:53, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6312, loss_cls: 2.9794, loss: 2.9794 2020-06-17 14:58:20,925 - mmaction - INFO - Epoch [40][2100/3134] lr: 0.01000, eta: 1 day, 6:44:41, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6344, loss_cls: 2.8990, loss: 2.8990 2020-06-17 14:58:32,616 - mmaction - INFO - Epoch [40][2120/3134] lr: 0.01000, eta: 1 day, 6:44:29, time: 0.584, data_time: 0.000, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6375, loss_cls: 2.8241, loss: 2.8241 2020-06-17 14:58:44,202 - mmaction - INFO - Epoch [40][2140/3134] lr: 0.01000, eta: 1 day, 6:44:17, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6219, loss_cls: 3.0031, loss: 3.0031 2020-06-17 14:58:55,905 - mmaction - INFO - Epoch [40][2160/3134] lr: 0.01000, eta: 1 day, 6:44:05, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6687, loss_cls: 2.8106, loss: 2.8106 2020-06-17 14:59:07,494 - mmaction - INFO - Epoch [40][2180/3134] lr: 0.01000, eta: 1 day, 6:43:54, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3250, top5_acc: 0.5781, loss_cls: 3.0866, loss: 3.0866 2020-06-17 14:59:19,120 - mmaction - INFO - Epoch [40][2200/3134] lr: 0.01000, eta: 1 day, 6:43:42, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6125, loss_cls: 2.9360, loss: 2.9360 2020-06-17 14:59:30,691 - mmaction - INFO - Epoch [40][2220/3134] lr: 0.01000, eta: 1 day, 6:43:30, time: 0.579, data_time: 0.004, memory: 8339, top1_acc: 0.3250, top5_acc: 0.6219, loss_cls: 2.9825, loss: 2.9825 2020-06-17 14:59:42,348 - mmaction - INFO - Epoch [40][2240/3134] lr: 0.01000, eta: 1 day, 6:43:18, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3812, top5_acc: 0.6281, loss_cls: 2.9039, loss: 2.9039 2020-06-17 14:59:53,942 - mmaction - INFO - Epoch [40][2260/3134] lr: 0.01000, eta: 1 day, 6:43:06, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.4000, top5_acc: 0.6312, loss_cls: 2.8662, loss: 2.8662 2020-06-17 15:00:11,051 - mmaction - INFO - Epoch [40][2280/3134] lr: 0.01000, eta: 1 day, 6:43:02, time: 0.833, data_time: 0.003, memory: 8339, top1_acc: 0.3469, top5_acc: 0.6094, loss_cls: 3.0314, loss: 3.0314 2020-06-17 15:00:23,139 - mmaction - INFO - Epoch [40][2300/3134] lr: 0.01000, eta: 1 day, 6:42:52, time: 0.626, data_time: 0.031, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6125, loss_cls: 2.7825, loss: 2.7825 2020-06-17 15:00:34,657 - mmaction - INFO - Epoch [40][2320/3134] lr: 0.01000, eta: 1 day, 6:42:40, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.4094, top5_acc: 0.6750, loss_cls: 2.6973, loss: 2.6973 2020-06-17 15:00:46,336 - mmaction - INFO - Epoch [40][2340/3134] lr: 0.01000, eta: 1 day, 6:42:28, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4062, top5_acc: 0.6656, loss_cls: 2.7852, loss: 2.7852 2020-06-17 15:00:57,890 - mmaction - INFO - Epoch [40][2360/3134] lr: 0.01000, eta: 1 day, 6:42:16, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6469, loss_cls: 2.8270, loss: 2.8270 2020-06-17 15:01:09,517 - mmaction - INFO - Epoch [40][2380/3134] lr: 0.01000, eta: 1 day, 6:42:04, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6406, loss_cls: 2.8668, loss: 2.8668 2020-06-17 15:01:21,126 - mmaction - INFO - Epoch [40][2400/3134] lr: 0.01000, eta: 1 day, 6:41:52, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6156, loss_cls: 3.0173, loss: 3.0173 2020-06-17 15:01:32,787 - mmaction - INFO - Epoch [40][2420/3134] lr: 0.01000, eta: 1 day, 6:41:40, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3438, top5_acc: 0.5844, loss_cls: 2.9941, loss: 2.9941 2020-06-17 15:01:44,403 - mmaction - INFO - Epoch [40][2440/3134] lr: 0.01000, eta: 1 day, 6:41:29, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6062, loss_cls: 2.9585, loss: 2.9585 2020-06-17 15:01:55,984 - mmaction - INFO - Epoch [40][2460/3134] lr: 0.01000, eta: 1 day, 6:41:17, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5750, loss_cls: 3.1382, loss: 3.1382 2020-06-17 15:02:07,600 - mmaction - INFO - Epoch [40][2480/3134] lr: 0.01000, eta: 1 day, 6:41:05, time: 0.578, data_time: 0.004, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6094, loss_cls: 2.9942, loss: 2.9942 2020-06-17 15:02:19,188 - mmaction - INFO - Epoch [40][2500/3134] lr: 0.01000, eta: 1 day, 6:40:53, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6125, loss_cls: 2.8900, loss: 2.8900 2020-06-17 15:02:30,778 - mmaction - INFO - Epoch [40][2520/3134] lr: 0.01000, eta: 1 day, 6:40:41, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6500, loss_cls: 2.8063, loss: 2.8063 2020-06-17 15:02:42,383 - mmaction - INFO - Epoch [40][2540/3134] lr: 0.01000, eta: 1 day, 6:40:29, time: 0.581, data_time: 0.006, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6312, loss_cls: 2.9258, loss: 2.9258 2020-06-17 15:02:54,052 - mmaction - INFO - Epoch [40][2560/3134] lr: 0.01000, eta: 1 day, 6:40:17, time: 0.584, data_time: 0.006, memory: 8339, top1_acc: 0.2969, top5_acc: 0.5563, loss_cls: 3.1277, loss: 3.1277 2020-06-17 15:03:05,674 - mmaction - INFO - Epoch [40][2580/3134] lr: 0.01000, eta: 1 day, 6:40:06, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6438, loss_cls: 2.7973, loss: 2.7973 2020-06-17 15:03:17,243 - mmaction - INFO - Epoch [40][2600/3134] lr: 0.01000, eta: 1 day, 6:39:54, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.3187, top5_acc: 0.6094, loss_cls: 2.9931, loss: 2.9931 2020-06-17 15:03:28,814 - mmaction - INFO - Epoch [40][2620/3134] lr: 0.01000, eta: 1 day, 6:39:42, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6469, loss_cls: 2.9283, loss: 2.9283 2020-06-17 15:03:40,499 - mmaction - INFO - Epoch [40][2640/3134] lr: 0.01000, eta: 1 day, 6:39:30, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6469, loss_cls: 2.8471, loss: 2.8471 2020-06-17 15:03:52,122 - mmaction - INFO - Epoch [40][2660/3134] lr: 0.01000, eta: 1 day, 6:39:18, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6094, loss_cls: 2.8538, loss: 2.8538 2020-06-17 15:04:03,712 - mmaction - INFO - Epoch [40][2680/3134] lr: 0.01000, eta: 1 day, 6:39:06, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6469, loss_cls: 2.8136, loss: 2.8136 2020-06-17 15:04:15,287 - mmaction - INFO - Epoch [40][2700/3134] lr: 0.01000, eta: 1 day, 6:38:54, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6094, loss_cls: 2.9102, loss: 2.9102 2020-06-17 15:04:26,930 - mmaction - INFO - Epoch [40][2720/3134] lr: 0.01000, eta: 1 day, 6:38:42, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3375, top5_acc: 0.6125, loss_cls: 2.9816, loss: 2.9816 2020-06-17 15:04:38,558 - mmaction - INFO - Epoch [40][2740/3134] lr: 0.01000, eta: 1 day, 6:38:31, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3312, top5_acc: 0.6125, loss_cls: 3.0072, loss: 3.0072 2020-06-17 15:04:50,150 - mmaction - INFO - Epoch [40][2760/3134] lr: 0.01000, eta: 1 day, 6:38:19, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5969, loss_cls: 3.0197, loss: 3.0197 2020-06-17 15:05:01,726 - mmaction - INFO - Epoch [40][2780/3134] lr: 0.01000, eta: 1 day, 6:38:07, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6281, loss_cls: 2.9335, loss: 2.9335 2020-06-17 15:05:13,439 - mmaction - INFO - Epoch [40][2800/3134] lr: 0.01000, eta: 1 day, 6:37:55, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.2906, top5_acc: 0.5844, loss_cls: 3.1665, loss: 3.1665 2020-06-17 15:05:25,033 - mmaction - INFO - Epoch [40][2820/3134] lr: 0.01000, eta: 1 day, 6:37:43, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6250, loss_cls: 2.8677, loss: 2.8677 2020-06-17 15:05:36,677 - mmaction - INFO - Epoch [40][2840/3134] lr: 0.01000, eta: 1 day, 6:37:31, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3812, top5_acc: 0.5844, loss_cls: 2.9063, loss: 2.9063 2020-06-17 15:05:48,296 - mmaction - INFO - Epoch [40][2860/3134] lr: 0.01000, eta: 1 day, 6:37:20, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.3844, top5_acc: 0.6344, loss_cls: 2.8577, loss: 2.8577 2020-06-17 15:05:59,884 - mmaction - INFO - Epoch [40][2880/3134] lr: 0.01000, eta: 1 day, 6:37:08, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6438, loss_cls: 2.7635, loss: 2.7635 2020-06-17 15:06:11,523 - mmaction - INFO - Epoch [40][2900/3134] lr: 0.01000, eta: 1 day, 6:36:56, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6188, loss_cls: 2.9641, loss: 2.9641 2020-06-17 15:06:23,078 - mmaction - INFO - Epoch [40][2920/3134] lr: 0.01000, eta: 1 day, 6:36:44, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6062, loss_cls: 2.9679, loss: 2.9679 2020-06-17 15:06:34,704 - mmaction - INFO - Epoch [40][2940/3134] lr: 0.01000, eta: 1 day, 6:36:32, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3344, top5_acc: 0.5844, loss_cls: 3.1045, loss: 3.1045 2020-06-17 15:06:46,339 - mmaction - INFO - Epoch [40][2960/3134] lr: 0.01000, eta: 1 day, 6:36:20, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3563, top5_acc: 0.6312, loss_cls: 2.9468, loss: 2.9468 2020-06-17 15:06:57,953 - mmaction - INFO - Epoch [40][2980/3134] lr: 0.01000, eta: 1 day, 6:36:08, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6156, loss_cls: 2.9265, loss: 2.9265 2020-06-17 15:07:09,616 - mmaction - INFO - Epoch [40][3000/3134] lr: 0.01000, eta: 1 day, 6:35:57, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6062, loss_cls: 2.9702, loss: 2.9702 2020-06-17 15:07:21,224 - mmaction - INFO - Epoch [40][3020/3134] lr: 0.01000, eta: 1 day, 6:35:45, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6031, loss_cls: 2.8515, loss: 2.8515 2020-06-17 15:07:32,828 - mmaction - INFO - Epoch [40][3040/3134] lr: 0.01000, eta: 1 day, 6:35:33, time: 0.579, data_time: 0.004, memory: 8339, top1_acc: 0.3063, top5_acc: 0.5906, loss_cls: 3.0503, loss: 3.0503 2020-06-17 15:07:44,423 - mmaction - INFO - Epoch [40][3060/3134] lr: 0.01000, eta: 1 day, 6:35:21, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3406, top5_acc: 0.5844, loss_cls: 3.0954, loss: 3.0954 2020-06-17 15:07:56,063 - mmaction - INFO - Epoch [40][3080/3134] lr: 0.01000, eta: 1 day, 6:35:09, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6438, loss_cls: 2.7637, loss: 2.7637 2020-06-17 15:08:07,664 - mmaction - INFO - Epoch [40][3100/3134] lr: 0.01000, eta: 1 day, 6:34:57, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6594, loss_cls: 2.7573, loss: 2.7573 2020-06-17 15:08:19,259 - mmaction - INFO - Epoch [40][3120/3134] lr: 0.01000, eta: 1 day, 6:34:46, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.3344, top5_acc: 0.6594, loss_cls: 2.8584, loss: 2.8584 2020-06-17 15:09:00,725 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-17 15:09:02,051 - mmaction - INFO - top1_acc 0.2455 top5_acc 0.4965 2020-06-17 15:09:02,072 - mmaction - INFO - Epoch [40][3134/3134] lr: 0.01000, top1_acc: 0.2455, top5_acc: 0.4965 2020-06-17 15:09:17,033 - mmaction - INFO - Epoch [41][20/3134] lr: 0.00100, eta: 1 day, 6:34:18, time: 0.748, data_time: 0.170, memory: 8339, top1_acc: 0.4156, top5_acc: 0.6562, loss_cls: 2.7274, loss: 2.7274 2020-06-17 15:09:28,546 - mmaction - INFO - Epoch [41][40/3134] lr: 0.00100, eta: 1 day, 6:34:06, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6062, loss_cls: 2.8128, loss: 2.8128 2020-06-17 15:09:40,116 - mmaction - INFO - Epoch [41][60/3134] lr: 0.00100, eta: 1 day, 6:33:54, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4219, top5_acc: 0.6656, loss_cls: 2.5746, loss: 2.5746 2020-06-17 15:09:51,826 - mmaction - INFO - Epoch [41][80/3134] lr: 0.00100, eta: 1 day, 6:33:43, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3344, top5_acc: 0.6438, loss_cls: 2.8701, loss: 2.8701 2020-06-17 15:10:03,902 - mmaction - INFO - Epoch [41][100/3134] lr: 0.00100, eta: 1 day, 6:33:31, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6625, loss_cls: 2.6552, loss: 2.6552 2020-06-17 15:10:15,473 - mmaction - INFO - Epoch [41][120/3134] lr: 0.00100, eta: 1 day, 6:33:20, time: 0.599, data_time: 0.021, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6094, loss_cls: 3.0166, loss: 3.0166 2020-06-17 15:10:27,131 - mmaction - INFO - Epoch [41][140/3134] lr: 0.00100, eta: 1 day, 6:33:08, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7000, loss_cls: 2.5250, loss: 2.5250 2020-06-17 15:10:38,833 - mmaction - INFO - Epoch [41][160/3134] lr: 0.00100, eta: 1 day, 6:32:56, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3812, top5_acc: 0.6656, loss_cls: 2.6011, loss: 2.6011 2020-06-17 15:10:50,556 - mmaction - INFO - Epoch [41][180/3134] lr: 0.00100, eta: 1 day, 6:32:44, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.4031, top5_acc: 0.6562, loss_cls: 2.7299, loss: 2.7299 2020-06-17 15:11:02,244 - mmaction - INFO - Epoch [41][200/3134] lr: 0.00100, eta: 1 day, 6:32:33, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4156, top5_acc: 0.6687, loss_cls: 2.5908, loss: 2.5908 2020-06-17 15:11:13,952 - mmaction - INFO - Epoch [41][220/3134] lr: 0.00100, eta: 1 day, 6:32:21, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3937, top5_acc: 0.6562, loss_cls: 2.6113, loss: 2.6113 2020-06-17 15:11:25,569 - mmaction - INFO - Epoch [41][240/3134] lr: 0.00100, eta: 1 day, 6:32:09, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4125, top5_acc: 0.6312, loss_cls: 2.7451, loss: 2.7451 2020-06-17 15:11:37,208 - mmaction - INFO - Epoch [41][260/3134] lr: 0.00100, eta: 1 day, 6:31:57, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6156, loss_cls: 2.8772, loss: 2.8772 2020-06-17 15:11:48,895 - mmaction - INFO - Epoch [41][280/3134] lr: 0.00100, eta: 1 day, 6:31:45, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3219, top5_acc: 0.6062, loss_cls: 3.0255, loss: 3.0255 2020-06-17 15:12:00,549 - mmaction - INFO - Epoch [41][300/3134] lr: 0.00100, eta: 1 day, 6:31:34, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3844, top5_acc: 0.6750, loss_cls: 2.7040, loss: 2.7040 2020-06-17 15:12:12,168 - mmaction - INFO - Epoch [41][320/3134] lr: 0.00100, eta: 1 day, 6:31:22, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3281, top5_acc: 0.6062, loss_cls: 2.9453, loss: 2.9453 2020-06-17 15:12:23,856 - mmaction - INFO - Epoch [41][340/3134] lr: 0.00100, eta: 1 day, 6:31:10, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3531, top5_acc: 0.5875, loss_cls: 2.9608, loss: 2.9608 2020-06-17 15:12:35,428 - mmaction - INFO - Epoch [41][360/3134] lr: 0.00100, eta: 1 day, 6:30:58, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6500, loss_cls: 2.7787, loss: 2.7787 2020-06-17 15:12:46,998 - mmaction - INFO - Epoch [41][380/3134] lr: 0.00100, eta: 1 day, 6:30:46, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6438, loss_cls: 2.8210, loss: 2.8210 2020-06-17 15:12:58,626 - mmaction - INFO - Epoch [41][400/3134] lr: 0.00100, eta: 1 day, 6:30:34, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3812, top5_acc: 0.6094, loss_cls: 2.9319, loss: 2.9319 2020-06-17 15:13:10,225 - mmaction - INFO - Epoch [41][420/3134] lr: 0.00100, eta: 1 day, 6:30:23, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6438, loss_cls: 2.6762, loss: 2.6762 2020-06-17 15:13:21,852 - mmaction - INFO - Epoch [41][440/3134] lr: 0.00100, eta: 1 day, 6:30:11, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6562, loss_cls: 2.7136, loss: 2.7136 2020-06-17 15:13:33,467 - mmaction - INFO - Epoch [41][460/3134] lr: 0.00100, eta: 1 day, 6:29:59, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4062, top5_acc: 0.6719, loss_cls: 2.6410, loss: 2.6410 2020-06-17 15:13:45,121 - mmaction - INFO - Epoch [41][480/3134] lr: 0.00100, eta: 1 day, 6:29:47, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4031, top5_acc: 0.6438, loss_cls: 2.7908, loss: 2.7908 2020-06-17 15:13:56,753 - mmaction - INFO - Epoch [41][500/3134] lr: 0.00100, eta: 1 day, 6:29:35, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6719, loss_cls: 2.5959, loss: 2.5959 2020-06-17 15:14:08,483 - mmaction - INFO - Epoch [41][520/3134] lr: 0.00100, eta: 1 day, 6:29:24, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.4000, top5_acc: 0.6781, loss_cls: 2.7314, loss: 2.7314 2020-06-17 15:14:20,141 - mmaction - INFO - Epoch [41][540/3134] lr: 0.00100, eta: 1 day, 6:29:12, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4062, top5_acc: 0.6500, loss_cls: 2.6957, loss: 2.6957 2020-06-17 15:14:31,856 - mmaction - INFO - Epoch [41][560/3134] lr: 0.00100, eta: 1 day, 6:29:00, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6719, loss_cls: 2.5339, loss: 2.5339 2020-06-17 15:14:43,465 - mmaction - INFO - Epoch [41][580/3134] lr: 0.00100, eta: 1 day, 6:28:48, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3937, top5_acc: 0.6531, loss_cls: 2.6351, loss: 2.6351 2020-06-17 15:14:55,016 - mmaction - INFO - Epoch [41][600/3134] lr: 0.00100, eta: 1 day, 6:28:36, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3812, top5_acc: 0.6531, loss_cls: 2.8197, loss: 2.8197 2020-06-17 15:15:06,703 - mmaction - INFO - Epoch [41][620/3134] lr: 0.00100, eta: 1 day, 6:28:25, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4219, top5_acc: 0.6750, loss_cls: 2.6392, loss: 2.6392 2020-06-17 15:15:18,365 - mmaction - INFO - Epoch [41][640/3134] lr: 0.00100, eta: 1 day, 6:28:13, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6687, loss_cls: 2.6943, loss: 2.6943 2020-06-17 15:15:29,987 - mmaction - INFO - Epoch [41][660/3134] lr: 0.00100, eta: 1 day, 6:28:01, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4000, top5_acc: 0.6500, loss_cls: 2.5853, loss: 2.5853 2020-06-17 15:15:41,529 - mmaction - INFO - Epoch [41][680/3134] lr: 0.00100, eta: 1 day, 6:27:49, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4344, top5_acc: 0.6438, loss_cls: 2.5802, loss: 2.5802 2020-06-17 15:15:53,139 - mmaction - INFO - Epoch [41][700/3134] lr: 0.00100, eta: 1 day, 6:27:37, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4344, top5_acc: 0.6937, loss_cls: 2.5333, loss: 2.5333 2020-06-17 15:16:04,756 - mmaction - INFO - Epoch [41][720/3134] lr: 0.00100, eta: 1 day, 6:27:25, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6531, loss_cls: 2.6471, loss: 2.6471 2020-06-17 15:16:16,347 - mmaction - INFO - Epoch [41][740/3134] lr: 0.00100, eta: 1 day, 6:27:14, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4250, top5_acc: 0.6656, loss_cls: 2.6728, loss: 2.6728 2020-06-17 15:16:27,999 - mmaction - INFO - Epoch [41][760/3134] lr: 0.00100, eta: 1 day, 6:27:02, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4094, top5_acc: 0.6562, loss_cls: 2.6758, loss: 2.6758 2020-06-17 15:16:39,641 - mmaction - INFO - Epoch [41][780/3134] lr: 0.00100, eta: 1 day, 6:26:50, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4156, top5_acc: 0.6469, loss_cls: 2.6933, loss: 2.6933 2020-06-17 15:16:51,256 - mmaction - INFO - Epoch [41][800/3134] lr: 0.00100, eta: 1 day, 6:26:38, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4062, top5_acc: 0.6687, loss_cls: 2.6317, loss: 2.6317 2020-06-17 15:17:02,860 - mmaction - INFO - Epoch [41][820/3134] lr: 0.00100, eta: 1 day, 6:26:26, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3937, top5_acc: 0.6656, loss_cls: 2.6706, loss: 2.6706 2020-06-17 15:17:14,448 - mmaction - INFO - Epoch [41][840/3134] lr: 0.00100, eta: 1 day, 6:26:14, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6656, loss_cls: 2.7352, loss: 2.7352 2020-06-17 15:17:26,118 - mmaction - INFO - Epoch [41][860/3134] lr: 0.00100, eta: 1 day, 6:26:03, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4000, top5_acc: 0.6438, loss_cls: 2.7792, loss: 2.7792 2020-06-17 15:17:37,720 - mmaction - INFO - Epoch [41][880/3134] lr: 0.00100, eta: 1 day, 6:25:51, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4344, top5_acc: 0.6719, loss_cls: 2.6513, loss: 2.6513 2020-06-17 15:17:49,453 - mmaction - INFO - Epoch [41][900/3134] lr: 0.00100, eta: 1 day, 6:25:39, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4000, top5_acc: 0.6844, loss_cls: 2.6800, loss: 2.6800 2020-06-17 15:18:01,011 - mmaction - INFO - Epoch [41][920/3134] lr: 0.00100, eta: 1 day, 6:25:27, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.4094, top5_acc: 0.6500, loss_cls: 2.6066, loss: 2.6066 2020-06-17 15:18:12,693 - mmaction - INFO - Epoch [41][940/3134] lr: 0.00100, eta: 1 day, 6:25:15, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4375, top5_acc: 0.6719, loss_cls: 2.5333, loss: 2.5333 2020-06-17 15:18:24,353 - mmaction - INFO - Epoch [41][960/3134] lr: 0.00100, eta: 1 day, 6:25:04, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4125, top5_acc: 0.6375, loss_cls: 2.6718, loss: 2.6718 2020-06-17 15:18:35,940 - mmaction - INFO - Epoch [41][980/3134] lr: 0.00100, eta: 1 day, 6:24:52, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4031, top5_acc: 0.6500, loss_cls: 2.6789, loss: 2.6789 2020-06-17 15:18:47,592 - mmaction - INFO - Epoch [41][1000/3134] lr: 0.00100, eta: 1 day, 6:24:40, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6281, loss_cls: 2.8501, loss: 2.8501 2020-06-17 15:18:59,179 - mmaction - INFO - Epoch [41][1020/3134] lr: 0.00100, eta: 1 day, 6:24:28, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6531, loss_cls: 2.7324, loss: 2.7324 2020-06-17 15:19:10,736 - mmaction - INFO - Epoch [41][1040/3134] lr: 0.00100, eta: 1 day, 6:24:16, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6625, loss_cls: 2.6085, loss: 2.6085 2020-06-17 15:19:22,401 - mmaction - INFO - Epoch [41][1060/3134] lr: 0.00100, eta: 1 day, 6:24:04, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4031, top5_acc: 0.6625, loss_cls: 2.5940, loss: 2.5940 2020-06-17 15:19:34,024 - mmaction - INFO - Epoch [41][1080/3134] lr: 0.00100, eta: 1 day, 6:23:53, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4125, top5_acc: 0.6500, loss_cls: 2.6882, loss: 2.6882 2020-06-17 15:19:45,650 - mmaction - INFO - Epoch [41][1100/3134] lr: 0.00100, eta: 1 day, 6:23:41, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6438, loss_cls: 2.7294, loss: 2.7294 2020-06-17 15:19:57,236 - mmaction - INFO - Epoch [41][1120/3134] lr: 0.00100, eta: 1 day, 6:23:29, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6125, loss_cls: 2.8355, loss: 2.8355 2020-06-17 15:20:08,884 - mmaction - INFO - Epoch [41][1140/3134] lr: 0.00100, eta: 1 day, 6:23:17, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4125, top5_acc: 0.6750, loss_cls: 2.5717, loss: 2.5717 2020-06-17 15:20:20,525 - mmaction - INFO - Epoch [41][1160/3134] lr: 0.00100, eta: 1 day, 6:23:05, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6500, loss_cls: 2.7135, loss: 2.7135 2020-06-17 15:20:32,102 - mmaction - INFO - Epoch [41][1180/3134] lr: 0.00100, eta: 1 day, 6:22:53, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.3937, top5_acc: 0.6687, loss_cls: 2.7817, loss: 2.7817 2020-06-17 15:20:43,756 - mmaction - INFO - Epoch [41][1200/3134] lr: 0.00100, eta: 1 day, 6:22:41, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.3844, top5_acc: 0.6625, loss_cls: 2.6628, loss: 2.6628 2020-06-17 15:20:55,331 - mmaction - INFO - Epoch [41][1220/3134] lr: 0.00100, eta: 1 day, 6:22:30, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4156, top5_acc: 0.6750, loss_cls: 2.5215, loss: 2.5215 2020-06-17 15:21:06,953 - mmaction - INFO - Epoch [41][1240/3134] lr: 0.00100, eta: 1 day, 6:22:18, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6719, loss_cls: 2.7694, loss: 2.7694 2020-06-17 15:21:18,587 - mmaction - INFO - Epoch [41][1260/3134] lr: 0.00100, eta: 1 day, 6:22:06, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4281, top5_acc: 0.7000, loss_cls: 2.5085, loss: 2.5085 2020-06-17 15:21:30,233 - mmaction - INFO - Epoch [41][1280/3134] lr: 0.00100, eta: 1 day, 6:21:54, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6750, loss_cls: 2.6753, loss: 2.6753 2020-06-17 15:21:41,860 - mmaction - INFO - Epoch [41][1300/3134] lr: 0.00100, eta: 1 day, 6:21:42, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3969, top5_acc: 0.6375, loss_cls: 2.7619, loss: 2.7619 2020-06-17 15:21:53,444 - mmaction - INFO - Epoch [41][1320/3134] lr: 0.00100, eta: 1 day, 6:21:30, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4125, top5_acc: 0.6781, loss_cls: 2.6291, loss: 2.6291 2020-06-17 15:22:05,213 - mmaction - INFO - Epoch [41][1340/3134] lr: 0.00100, eta: 1 day, 6:21:19, time: 0.589, data_time: 0.012, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6375, loss_cls: 2.7687, loss: 2.7687 2020-06-17 15:22:16,827 - mmaction - INFO - Epoch [41][1360/3134] lr: 0.00100, eta: 1 day, 6:21:07, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4375, top5_acc: 0.6969, loss_cls: 2.4256, loss: 2.4256 2020-06-17 15:22:28,517 - mmaction - INFO - Epoch [41][1380/3134] lr: 0.00100, eta: 1 day, 6:20:55, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3969, top5_acc: 0.6375, loss_cls: 2.7504, loss: 2.7504 2020-06-17 15:22:40,235 - mmaction - INFO - Epoch [41][1400/3134] lr: 0.00100, eta: 1 day, 6:20:44, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7250, loss_cls: 2.4322, loss: 2.4322 2020-06-17 15:22:51,861 - mmaction - INFO - Epoch [41][1420/3134] lr: 0.00100, eta: 1 day, 6:20:32, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.4344, top5_acc: 0.6875, loss_cls: 2.6037, loss: 2.6037 2020-06-17 15:23:03,486 - mmaction - INFO - Epoch [41][1440/3134] lr: 0.00100, eta: 1 day, 6:20:20, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6375, loss_cls: 2.8536, loss: 2.8536 2020-06-17 15:23:15,064 - mmaction - INFO - Epoch [41][1460/3134] lr: 0.00100, eta: 1 day, 6:20:08, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4031, top5_acc: 0.6594, loss_cls: 2.6551, loss: 2.6551 2020-06-17 15:23:26,695 - mmaction - INFO - Epoch [41][1480/3134] lr: 0.00100, eta: 1 day, 6:19:56, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6969, loss_cls: 2.6237, loss: 2.6237 2020-06-17 15:23:38,308 - mmaction - INFO - Epoch [41][1500/3134] lr: 0.00100, eta: 1 day, 6:19:44, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4000, top5_acc: 0.6406, loss_cls: 2.6880, loss: 2.6880 2020-06-17 15:23:49,888 - mmaction - INFO - Epoch [41][1520/3134] lr: 0.00100, eta: 1 day, 6:19:33, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6344, loss_cls: 2.7003, loss: 2.7003 2020-06-17 15:24:01,574 - mmaction - INFO - Epoch [41][1540/3134] lr: 0.00100, eta: 1 day, 6:19:21, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3969, top5_acc: 0.6500, loss_cls: 2.6520, loss: 2.6520 2020-06-17 15:24:13,227 - mmaction - INFO - Epoch [41][1560/3134] lr: 0.00100, eta: 1 day, 6:19:09, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4000, top5_acc: 0.6687, loss_cls: 2.6557, loss: 2.6557 2020-06-17 15:24:24,857 - mmaction - INFO - Epoch [41][1580/3134] lr: 0.00100, eta: 1 day, 6:18:57, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4156, top5_acc: 0.7000, loss_cls: 2.5471, loss: 2.5471 2020-06-17 15:24:36,582 - mmaction - INFO - Epoch [41][1600/3134] lr: 0.00100, eta: 1 day, 6:18:45, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.4062, top5_acc: 0.6813, loss_cls: 2.6009, loss: 2.6009 2020-06-17 15:24:48,142 - mmaction - INFO - Epoch [41][1620/3134] lr: 0.00100, eta: 1 day, 6:18:34, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4000, top5_acc: 0.6719, loss_cls: 2.6443, loss: 2.6443 2020-06-17 15:24:59,744 - mmaction - INFO - Epoch [41][1640/3134] lr: 0.00100, eta: 1 day, 6:18:22, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6062, loss_cls: 2.8832, loss: 2.8832 2020-06-17 15:25:11,412 - mmaction - INFO - Epoch [41][1660/3134] lr: 0.00100, eta: 1 day, 6:18:10, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3844, top5_acc: 0.6625, loss_cls: 2.7673, loss: 2.7673 2020-06-17 15:25:23,129 - mmaction - INFO - Epoch [41][1680/3134] lr: 0.00100, eta: 1 day, 6:17:58, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.4219, top5_acc: 0.6594, loss_cls: 2.6263, loss: 2.6263 2020-06-17 15:25:34,771 - mmaction - INFO - Epoch [41][1700/3134] lr: 0.00100, eta: 1 day, 6:17:46, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6969, loss_cls: 2.4739, loss: 2.4739 2020-06-17 15:25:46,444 - mmaction - INFO - Epoch [41][1720/3134] lr: 0.00100, eta: 1 day, 6:17:35, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3937, top5_acc: 0.6406, loss_cls: 2.7477, loss: 2.7477 2020-06-17 15:25:58,183 - mmaction - INFO - Epoch [41][1740/3134] lr: 0.00100, eta: 1 day, 6:17:23, time: 0.587, data_time: 0.001, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7094, loss_cls: 2.5202, loss: 2.5202 2020-06-17 15:26:09,808 - mmaction - INFO - Epoch [41][1760/3134] lr: 0.00100, eta: 1 day, 6:17:11, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7063, loss_cls: 2.3589, loss: 2.3589 2020-06-17 15:26:21,572 - mmaction - INFO - Epoch [41][1780/3134] lr: 0.00100, eta: 1 day, 6:17:00, time: 0.588, data_time: 0.009, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6500, loss_cls: 2.6986, loss: 2.6986 2020-06-17 15:26:33,225 - mmaction - INFO - Epoch [41][1800/3134] lr: 0.00100, eta: 1 day, 6:16:48, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7000, loss_cls: 2.4727, loss: 2.4727 2020-06-17 15:26:44,840 - mmaction - INFO - Epoch [41][1820/3134] lr: 0.00100, eta: 1 day, 6:16:36, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6062, loss_cls: 2.8871, loss: 2.8871 2020-06-17 15:26:56,454 - mmaction - INFO - Epoch [41][1840/3134] lr: 0.00100, eta: 1 day, 6:16:24, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4250, top5_acc: 0.6656, loss_cls: 2.5704, loss: 2.5704 2020-06-17 15:27:08,092 - mmaction - INFO - Epoch [41][1860/3134] lr: 0.00100, eta: 1 day, 6:16:12, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4219, top5_acc: 0.6562, loss_cls: 2.6508, loss: 2.6508 2020-06-17 15:27:19,783 - mmaction - INFO - Epoch [41][1880/3134] lr: 0.00100, eta: 1 day, 6:16:01, time: 0.587, data_time: 0.011, memory: 8339, top1_acc: 0.4094, top5_acc: 0.6219, loss_cls: 2.6836, loss: 2.6836 2020-06-17 15:27:31,425 - mmaction - INFO - Epoch [41][1900/3134] lr: 0.00100, eta: 1 day, 6:15:49, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3937, top5_acc: 0.6813, loss_cls: 2.6003, loss: 2.6003 2020-06-17 15:27:43,120 - mmaction - INFO - Epoch [41][1920/3134] lr: 0.00100, eta: 1 day, 6:15:37, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3812, top5_acc: 0.6500, loss_cls: 2.7564, loss: 2.7564 2020-06-17 15:27:54,765 - mmaction - INFO - Epoch [41][1940/3134] lr: 0.00100, eta: 1 day, 6:15:25, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6719, loss_cls: 2.6476, loss: 2.6476 2020-06-17 15:28:06,325 - mmaction - INFO - Epoch [41][1960/3134] lr: 0.00100, eta: 1 day, 6:15:13, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4031, top5_acc: 0.6375, loss_cls: 2.8237, loss: 2.8237 2020-06-17 15:28:18,006 - mmaction - INFO - Epoch [41][1980/3134] lr: 0.00100, eta: 1 day, 6:15:02, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4188, top5_acc: 0.7031, loss_cls: 2.5202, loss: 2.5202 2020-06-17 15:28:29,642 - mmaction - INFO - Epoch [41][2000/3134] lr: 0.00100, eta: 1 day, 6:14:50, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4031, top5_acc: 0.6531, loss_cls: 2.6203, loss: 2.6203 2020-06-17 15:28:41,312 - mmaction - INFO - Epoch [41][2020/3134] lr: 0.00100, eta: 1 day, 6:14:38, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4094, top5_acc: 0.6875, loss_cls: 2.5756, loss: 2.5756 2020-06-17 15:28:52,949 - mmaction - INFO - Epoch [41][2040/3134] lr: 0.00100, eta: 1 day, 6:14:26, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6594, loss_cls: 2.7057, loss: 2.7057 2020-06-17 15:29:04,501 - mmaction - INFO - Epoch [41][2060/3134] lr: 0.00100, eta: 1 day, 6:14:14, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6937, loss_cls: 2.6183, loss: 2.6183 2020-06-17 15:29:16,149 - mmaction - INFO - Epoch [41][2080/3134] lr: 0.00100, eta: 1 day, 6:14:02, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4031, top5_acc: 0.6750, loss_cls: 2.7229, loss: 2.7229 2020-06-17 15:29:27,790 - mmaction - INFO - Epoch [41][2100/3134] lr: 0.00100, eta: 1 day, 6:13:51, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4125, top5_acc: 0.6719, loss_cls: 2.6368, loss: 2.6368 2020-06-17 15:29:39,374 - mmaction - INFO - Epoch [41][2120/3134] lr: 0.00100, eta: 1 day, 6:13:39, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6312, loss_cls: 2.6903, loss: 2.6903 2020-06-17 15:29:50,984 - mmaction - INFO - Epoch [41][2140/3134] lr: 0.00100, eta: 1 day, 6:13:27, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3937, top5_acc: 0.6500, loss_cls: 2.7077, loss: 2.7077 2020-06-17 15:30:02,739 - mmaction - INFO - Epoch [41][2160/3134] lr: 0.00100, eta: 1 day, 6:13:15, time: 0.587, data_time: 0.001, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6844, loss_cls: 2.6570, loss: 2.6570 2020-06-17 15:30:14,268 - mmaction - INFO - Epoch [41][2180/3134] lr: 0.00100, eta: 1 day, 6:13:03, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.4375, top5_acc: 0.6844, loss_cls: 2.4778, loss: 2.4778 2020-06-17 15:30:25,874 - mmaction - INFO - Epoch [41][2200/3134] lr: 0.00100, eta: 1 day, 6:12:52, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7125, loss_cls: 2.4540, loss: 2.4540 2020-06-17 15:30:37,467 - mmaction - INFO - Epoch [41][2220/3134] lr: 0.00100, eta: 1 day, 6:12:40, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4031, top5_acc: 0.6813, loss_cls: 2.6524, loss: 2.6524 2020-06-17 15:30:49,136 - mmaction - INFO - Epoch [41][2240/3134] lr: 0.00100, eta: 1 day, 6:12:28, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4250, top5_acc: 0.6219, loss_cls: 2.7615, loss: 2.7615 2020-06-17 15:31:00,751 - mmaction - INFO - Epoch [41][2260/3134] lr: 0.00100, eta: 1 day, 6:12:16, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6750, loss_cls: 2.6545, loss: 2.6545 2020-06-17 15:31:12,431 - mmaction - INFO - Epoch [41][2280/3134] lr: 0.00100, eta: 1 day, 6:12:04, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4125, top5_acc: 0.6406, loss_cls: 2.7674, loss: 2.7674 2020-06-17 15:31:24,046 - mmaction - INFO - Epoch [41][2300/3134] lr: 0.00100, eta: 1 day, 6:11:52, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4156, top5_acc: 0.6813, loss_cls: 2.5627, loss: 2.5627 2020-06-17 15:31:35,610 - mmaction - INFO - Epoch [41][2320/3134] lr: 0.00100, eta: 1 day, 6:11:41, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4437, top5_acc: 0.6813, loss_cls: 2.5111, loss: 2.5111 2020-06-17 15:31:47,255 - mmaction - INFO - Epoch [41][2340/3134] lr: 0.00100, eta: 1 day, 6:11:29, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7438, loss_cls: 2.3994, loss: 2.3994 2020-06-17 15:31:58,822 - mmaction - INFO - Epoch [41][2360/3134] lr: 0.00100, eta: 1 day, 6:11:17, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.3969, top5_acc: 0.6625, loss_cls: 2.6018, loss: 2.6018 2020-06-17 15:32:10,441 - mmaction - INFO - Epoch [41][2380/3134] lr: 0.00100, eta: 1 day, 6:11:05, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6687, loss_cls: 2.5845, loss: 2.5845 2020-06-17 15:32:22,038 - mmaction - INFO - Epoch [41][2400/3134] lr: 0.00100, eta: 1 day, 6:10:53, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.4031, top5_acc: 0.6406, loss_cls: 2.7016, loss: 2.7016 2020-06-17 15:32:33,636 - mmaction - INFO - Epoch [41][2420/3134] lr: 0.00100, eta: 1 day, 6:10:41, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.4125, top5_acc: 0.6906, loss_cls: 2.5455, loss: 2.5455 2020-06-17 15:32:45,142 - mmaction - INFO - Epoch [41][2440/3134] lr: 0.00100, eta: 1 day, 6:10:29, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6719, loss_cls: 2.6712, loss: 2.6712 2020-06-17 15:32:56,773 - mmaction - INFO - Epoch [41][2460/3134] lr: 0.00100, eta: 1 day, 6:10:17, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6906, loss_cls: 2.5434, loss: 2.5434 2020-06-17 15:33:08,364 - mmaction - INFO - Epoch [41][2480/3134] lr: 0.00100, eta: 1 day, 6:10:06, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6562, loss_cls: 2.6438, loss: 2.6438 2020-06-17 15:33:20,048 - mmaction - INFO - Epoch [41][2500/3134] lr: 0.00100, eta: 1 day, 6:09:54, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6125, loss_cls: 2.8656, loss: 2.8656 2020-06-17 15:33:31,684 - mmaction - INFO - Epoch [41][2520/3134] lr: 0.00100, eta: 1 day, 6:09:42, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4062, top5_acc: 0.6250, loss_cls: 2.7436, loss: 2.7436 2020-06-17 15:33:43,235 - mmaction - INFO - Epoch [41][2540/3134] lr: 0.00100, eta: 1 day, 6:09:30, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4562, top5_acc: 0.6656, loss_cls: 2.5792, loss: 2.5792 2020-06-17 15:33:54,848 - mmaction - INFO - Epoch [41][2560/3134] lr: 0.00100, eta: 1 day, 6:09:18, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7250, loss_cls: 2.3980, loss: 2.3980 2020-06-17 15:34:06,506 - mmaction - INFO - Epoch [41][2580/3134] lr: 0.00100, eta: 1 day, 6:09:07, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7000, loss_cls: 2.5686, loss: 2.5686 2020-06-17 15:34:18,117 - mmaction - INFO - Epoch [41][2600/3134] lr: 0.00100, eta: 1 day, 6:08:55, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3812, top5_acc: 0.6750, loss_cls: 2.7451, loss: 2.7451 2020-06-17 15:34:29,762 - mmaction - INFO - Epoch [41][2620/3134] lr: 0.00100, eta: 1 day, 6:08:43, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4094, top5_acc: 0.6250, loss_cls: 2.7463, loss: 2.7463 2020-06-17 15:34:41,299 - mmaction - INFO - Epoch [41][2640/3134] lr: 0.00100, eta: 1 day, 6:08:31, time: 0.579, data_time: 0.004, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6375, loss_cls: 2.7923, loss: 2.7923 2020-06-17 15:34:52,870 - mmaction - INFO - Epoch [41][2660/3134] lr: 0.00100, eta: 1 day, 6:08:19, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4125, top5_acc: 0.7250, loss_cls: 2.5698, loss: 2.5698 2020-06-17 15:35:04,559 - mmaction - INFO - Epoch [41][2680/3134] lr: 0.00100, eta: 1 day, 6:08:07, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4219, top5_acc: 0.6531, loss_cls: 2.6624, loss: 2.6624 2020-06-17 15:35:16,150 - mmaction - INFO - Epoch [41][2700/3134] lr: 0.00100, eta: 1 day, 6:07:55, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4156, top5_acc: 0.6406, loss_cls: 2.6303, loss: 2.6303 2020-06-17 15:35:27,798 - mmaction - INFO - Epoch [41][2720/3134] lr: 0.00100, eta: 1 day, 6:07:44, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7156, loss_cls: 2.5127, loss: 2.5127 2020-06-17 15:35:39,536 - mmaction - INFO - Epoch [41][2740/3134] lr: 0.00100, eta: 1 day, 6:07:32, time: 0.588, data_time: 0.013, memory: 8339, top1_acc: 0.3438, top5_acc: 0.6375, loss_cls: 2.8238, loss: 2.8238 2020-06-17 15:35:51,217 - mmaction - INFO - Epoch [41][2760/3134] lr: 0.00100, eta: 1 day, 6:07:20, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6625, loss_cls: 2.6912, loss: 2.6912 2020-06-17 15:36:02,824 - mmaction - INFO - Epoch [41][2780/3134] lr: 0.00100, eta: 1 day, 6:07:08, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6312, loss_cls: 2.7382, loss: 2.7382 2020-06-17 15:36:14,388 - mmaction - INFO - Epoch [41][2800/3134] lr: 0.00100, eta: 1 day, 6:06:57, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7094, loss_cls: 2.3612, loss: 2.3612 2020-06-17 15:36:26,012 - mmaction - INFO - Epoch [41][2820/3134] lr: 0.00100, eta: 1 day, 6:06:45, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4094, top5_acc: 0.7031, loss_cls: 2.5434, loss: 2.5434 2020-06-17 15:36:37,661 - mmaction - INFO - Epoch [41][2840/3134] lr: 0.00100, eta: 1 day, 6:06:33, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7063, loss_cls: 2.5390, loss: 2.5390 2020-06-17 15:36:49,236 - mmaction - INFO - Epoch [41][2860/3134] lr: 0.00100, eta: 1 day, 6:06:21, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7188, loss_cls: 2.3666, loss: 2.3666 2020-06-17 15:37:00,869 - mmaction - INFO - Epoch [41][2880/3134] lr: 0.00100, eta: 1 day, 6:06:09, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4062, top5_acc: 0.6531, loss_cls: 2.5934, loss: 2.5934 2020-06-17 15:37:12,508 - mmaction - INFO - Epoch [41][2900/3134] lr: 0.00100, eta: 1 day, 6:05:57, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.4062, top5_acc: 0.6531, loss_cls: 2.7019, loss: 2.7019 2020-06-17 15:37:24,137 - mmaction - INFO - Epoch [41][2920/3134] lr: 0.00100, eta: 1 day, 6:05:46, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6719, loss_cls: 2.5060, loss: 2.5060 2020-06-17 15:37:35,745 - mmaction - INFO - Epoch [41][2940/3134] lr: 0.00100, eta: 1 day, 6:05:34, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4375, top5_acc: 0.6844, loss_cls: 2.4803, loss: 2.4803 2020-06-17 15:37:47,376 - mmaction - INFO - Epoch [41][2960/3134] lr: 0.00100, eta: 1 day, 6:05:22, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4250, top5_acc: 0.6875, loss_cls: 2.5225, loss: 2.5225 2020-06-17 15:37:59,088 - mmaction - INFO - Epoch [41][2980/3134] lr: 0.00100, eta: 1 day, 6:05:10, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.4125, top5_acc: 0.6719, loss_cls: 2.6361, loss: 2.6361 2020-06-17 15:38:10,605 - mmaction - INFO - Epoch [41][3000/3134] lr: 0.00100, eta: 1 day, 6:04:58, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7094, loss_cls: 2.4351, loss: 2.4351 2020-06-17 15:38:22,212 - mmaction - INFO - Epoch [41][3020/3134] lr: 0.00100, eta: 1 day, 6:04:46, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4219, top5_acc: 0.6875, loss_cls: 2.5609, loss: 2.5609 2020-06-17 15:38:33,900 - mmaction - INFO - Epoch [41][3040/3134] lr: 0.00100, eta: 1 day, 6:04:35, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6969, loss_cls: 2.5785, loss: 2.5785 2020-06-17 15:38:45,455 - mmaction - INFO - Epoch [41][3060/3134] lr: 0.00100, eta: 1 day, 6:04:23, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6438, loss_cls: 2.7135, loss: 2.7135 2020-06-17 15:38:57,160 - mmaction - INFO - Epoch [41][3080/3134] lr: 0.00100, eta: 1 day, 6:04:11, time: 0.584, data_time: 0.008, memory: 8339, top1_acc: 0.4125, top5_acc: 0.6813, loss_cls: 2.6825, loss: 2.6825 2020-06-17 15:39:08,813 - mmaction - INFO - Epoch [41][3100/3134] lr: 0.00100, eta: 1 day, 6:03:59, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6875, loss_cls: 2.6282, loss: 2.6282 2020-06-17 15:39:20,403 - mmaction - INFO - Epoch [41][3120/3134] lr: 0.00100, eta: 1 day, 6:03:47, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6844, loss_cls: 2.5871, loss: 2.5871 2020-06-17 15:40:04,524 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-17 15:40:05,781 - mmaction - INFO - top1_acc 0.2771 top5_acc 0.5345 2020-06-17 15:40:05,798 - mmaction - INFO - Epoch [41][3134/3134] lr: 0.00100, top1_acc: 0.2771, top5_acc: 0.5345 2020-06-17 15:40:21,726 - mmaction - INFO - Epoch [42][20/3134] lr: 0.00100, eta: 1 day, 6:03:22, time: 0.794, data_time: 0.216, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6813, loss_cls: 2.5002, loss: 2.5002 2020-06-17 15:40:33,310 - mmaction - INFO - Epoch [42][40/3134] lr: 0.00100, eta: 1 day, 6:03:10, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4000, top5_acc: 0.6875, loss_cls: 2.7142, loss: 2.7142 2020-06-17 15:40:44,894 - mmaction - INFO - Epoch [42][60/3134] lr: 0.00100, eta: 1 day, 6:02:58, time: 0.579, data_time: 0.004, memory: 8339, top1_acc: 0.4344, top5_acc: 0.6875, loss_cls: 2.5773, loss: 2.5773 2020-06-17 15:40:56,509 - mmaction - INFO - Epoch [42][80/3134] lr: 0.00100, eta: 1 day, 6:02:46, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7094, loss_cls: 2.4323, loss: 2.4323 2020-06-17 15:41:08,046 - mmaction - INFO - Epoch [42][100/3134] lr: 0.00100, eta: 1 day, 6:02:34, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.4031, top5_acc: 0.6656, loss_cls: 2.6187, loss: 2.6187 2020-06-17 15:41:19,684 - mmaction - INFO - Epoch [42][120/3134] lr: 0.00100, eta: 1 day, 6:02:22, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4437, top5_acc: 0.6750, loss_cls: 2.5599, loss: 2.5599 2020-06-17 15:41:31,246 - mmaction - INFO - Epoch [42][140/3134] lr: 0.00100, eta: 1 day, 6:02:10, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7281, loss_cls: 2.3886, loss: 2.3886 2020-06-17 15:41:42,939 - mmaction - INFO - Epoch [42][160/3134] lr: 0.00100, eta: 1 day, 6:01:59, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4031, top5_acc: 0.6875, loss_cls: 2.5876, loss: 2.5876 2020-06-17 15:41:54,609 - mmaction - INFO - Epoch [42][180/3134] lr: 0.00100, eta: 1 day, 6:01:47, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6781, loss_cls: 2.6500, loss: 2.6500 2020-06-17 15:42:06,262 - mmaction - INFO - Epoch [42][200/3134] lr: 0.00100, eta: 1 day, 6:01:35, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7219, loss_cls: 2.2679, loss: 2.2679 2020-06-17 15:42:17,847 - mmaction - INFO - Epoch [42][220/3134] lr: 0.00100, eta: 1 day, 6:01:23, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3937, top5_acc: 0.6813, loss_cls: 2.6150, loss: 2.6150 2020-06-17 15:42:29,469 - mmaction - INFO - Epoch [42][240/3134] lr: 0.00100, eta: 1 day, 6:01:11, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4094, top5_acc: 0.6750, loss_cls: 2.5459, loss: 2.5459 2020-06-17 15:42:41,192 - mmaction - INFO - Epoch [42][260/3134] lr: 0.00100, eta: 1 day, 6:01:00, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.3937, top5_acc: 0.6344, loss_cls: 2.7021, loss: 2.7021 2020-06-17 15:42:52,837 - mmaction - INFO - Epoch [42][280/3134] lr: 0.00100, eta: 1 day, 6:00:48, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4406, top5_acc: 0.6969, loss_cls: 2.3944, loss: 2.3944 2020-06-17 15:43:04,541 - mmaction - INFO - Epoch [42][300/3134] lr: 0.00100, eta: 1 day, 6:00:36, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6562, loss_cls: 2.6732, loss: 2.6732 2020-06-17 15:43:16,187 - mmaction - INFO - Epoch [42][320/3134] lr: 0.00100, eta: 1 day, 6:00:25, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4437, top5_acc: 0.6719, loss_cls: 2.4881, loss: 2.4881 2020-06-17 15:43:27,809 - mmaction - INFO - Epoch [42][340/3134] lr: 0.00100, eta: 1 day, 6:00:13, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.4531, top5_acc: 0.6937, loss_cls: 2.5138, loss: 2.5138 2020-06-17 15:43:39,469 - mmaction - INFO - Epoch [42][360/3134] lr: 0.00100, eta: 1 day, 6:00:01, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.4656, top5_acc: 0.6969, loss_cls: 2.4022, loss: 2.4022 2020-06-17 15:43:51,067 - mmaction - INFO - Epoch [42][380/3134] lr: 0.00100, eta: 1 day, 5:59:49, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6813, loss_cls: 2.6704, loss: 2.6704 2020-06-17 15:44:02,734 - mmaction - INFO - Epoch [42][400/3134] lr: 0.00100, eta: 1 day, 5:59:37, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7031, loss_cls: 2.3941, loss: 2.3941 2020-06-17 15:44:14,387 - mmaction - INFO - Epoch [42][420/3134] lr: 0.00100, eta: 1 day, 5:59:26, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4375, top5_acc: 0.6469, loss_cls: 2.5880, loss: 2.5880 2020-06-17 15:44:25,950 - mmaction - INFO - Epoch [42][440/3134] lr: 0.00100, eta: 1 day, 5:59:14, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7031, loss_cls: 2.3617, loss: 2.3617 2020-06-17 15:44:37,646 - mmaction - INFO - Epoch [42][460/3134] lr: 0.00100, eta: 1 day, 5:59:02, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4531, top5_acc: 0.6875, loss_cls: 2.5069, loss: 2.5069 2020-06-17 15:44:49,232 - mmaction - INFO - Epoch [42][480/3134] lr: 0.00100, eta: 1 day, 5:58:50, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.4062, top5_acc: 0.6594, loss_cls: 2.6492, loss: 2.6492 2020-06-17 15:45:00,762 - mmaction - INFO - Epoch [42][500/3134] lr: 0.00100, eta: 1 day, 5:58:38, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.3594, top5_acc: 0.6562, loss_cls: 2.7640, loss: 2.7640 2020-06-17 15:45:12,510 - mmaction - INFO - Epoch [42][520/3134] lr: 0.00100, eta: 1 day, 5:58:26, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6656, loss_cls: 2.5679, loss: 2.5679 2020-06-17 15:45:24,151 - mmaction - INFO - Epoch [42][540/3134] lr: 0.00100, eta: 1 day, 5:58:15, time: 0.587, data_time: 0.006, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6719, loss_cls: 2.5022, loss: 2.5022 2020-06-17 15:45:35,710 - mmaction - INFO - Epoch [42][560/3134] lr: 0.00100, eta: 1 day, 5:58:03, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7000, loss_cls: 2.3928, loss: 2.3928 2020-06-17 15:45:47,285 - mmaction - INFO - Epoch [42][580/3134] lr: 0.00100, eta: 1 day, 5:57:51, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7125, loss_cls: 2.4696, loss: 2.4696 2020-06-17 15:45:58,872 - mmaction - INFO - Epoch [42][600/3134] lr: 0.00100, eta: 1 day, 5:57:39, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6656, loss_cls: 2.6562, loss: 2.6562 2020-06-17 15:46:10,642 - mmaction - INFO - Epoch [42][620/3134] lr: 0.00100, eta: 1 day, 5:57:27, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.4375, top5_acc: 0.6719, loss_cls: 2.4502, loss: 2.4502 2020-06-17 15:46:22,333 - mmaction - INFO - Epoch [42][640/3134] lr: 0.00100, eta: 1 day, 5:57:16, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4219, top5_acc: 0.6906, loss_cls: 2.5859, loss: 2.5859 2020-06-17 15:46:33,933 - mmaction - INFO - Epoch [42][660/3134] lr: 0.00100, eta: 1 day, 5:57:04, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.6656, loss_cls: 2.5365, loss: 2.5365 2020-06-17 15:46:45,608 - mmaction - INFO - Epoch [42][680/3134] lr: 0.00100, eta: 1 day, 5:56:52, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4125, top5_acc: 0.6781, loss_cls: 2.6338, loss: 2.6338 2020-06-17 15:46:57,179 - mmaction - INFO - Epoch [42][700/3134] lr: 0.00100, eta: 1 day, 5:56:40, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.4500, top5_acc: 0.6750, loss_cls: 2.5698, loss: 2.5698 2020-06-17 15:47:08,819 - mmaction - INFO - Epoch [42][720/3134] lr: 0.00100, eta: 1 day, 5:56:28, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7031, loss_cls: 2.3623, loss: 2.3623 2020-06-17 15:47:20,482 - mmaction - INFO - Epoch [42][740/3134] lr: 0.00100, eta: 1 day, 5:56:17, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7281, loss_cls: 2.3864, loss: 2.3864 2020-06-17 15:47:32,122 - mmaction - INFO - Epoch [42][760/3134] lr: 0.00100, eta: 1 day, 5:56:05, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3969, top5_acc: 0.6750, loss_cls: 2.5281, loss: 2.5281 2020-06-17 15:47:43,772 - mmaction - INFO - Epoch [42][780/3134] lr: 0.00100, eta: 1 day, 5:55:53, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6344, loss_cls: 2.6990, loss: 2.6990 2020-06-17 15:47:55,382 - mmaction - INFO - Epoch [42][800/3134] lr: 0.00100, eta: 1 day, 5:55:41, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3969, top5_acc: 0.7000, loss_cls: 2.6348, loss: 2.6348 2020-06-17 15:48:06,937 - mmaction - INFO - Epoch [42][820/3134] lr: 0.00100, eta: 1 day, 5:55:29, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4813, top5_acc: 0.6875, loss_cls: 2.5105, loss: 2.5105 2020-06-17 15:48:18,630 - mmaction - INFO - Epoch [42][840/3134] lr: 0.00100, eta: 1 day, 5:55:18, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4344, top5_acc: 0.6656, loss_cls: 2.6896, loss: 2.6896 2020-06-17 15:48:30,274 - mmaction - INFO - Epoch [42][860/3134] lr: 0.00100, eta: 1 day, 5:55:06, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7156, loss_cls: 2.3874, loss: 2.3874 2020-06-17 15:48:41,899 - mmaction - INFO - Epoch [42][880/3134] lr: 0.00100, eta: 1 day, 5:54:54, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4531, top5_acc: 0.6781, loss_cls: 2.4265, loss: 2.4265 2020-06-17 15:48:53,510 - mmaction - INFO - Epoch [42][900/3134] lr: 0.00100, eta: 1 day, 5:54:42, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7406, loss_cls: 2.3310, loss: 2.3310 2020-06-17 15:49:05,191 - mmaction - INFO - Epoch [42][920/3134] lr: 0.00100, eta: 1 day, 5:54:30, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6594, loss_cls: 2.7201, loss: 2.7201 2020-06-17 15:49:16,815 - mmaction - INFO - Epoch [42][940/3134] lr: 0.00100, eta: 1 day, 5:54:19, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4750, top5_acc: 0.6969, loss_cls: 2.4062, loss: 2.4062 2020-06-17 15:49:28,409 - mmaction - INFO - Epoch [42][960/3134] lr: 0.00100, eta: 1 day, 5:54:07, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6844, loss_cls: 2.5227, loss: 2.5227 2020-06-17 15:49:40,096 - mmaction - INFO - Epoch [42][980/3134] lr: 0.00100, eta: 1 day, 5:53:55, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7063, loss_cls: 2.5308, loss: 2.5308 2020-06-17 15:49:51,730 - mmaction - INFO - Epoch [42][1000/3134] lr: 0.00100, eta: 1 day, 5:53:43, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4156, top5_acc: 0.6687, loss_cls: 2.5925, loss: 2.5925 2020-06-17 15:50:03,342 - mmaction - INFO - Epoch [42][1020/3134] lr: 0.00100, eta: 1 day, 5:53:31, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4156, top5_acc: 0.7031, loss_cls: 2.4964, loss: 2.4964 2020-06-17 15:50:15,005 - mmaction - INFO - Epoch [42][1040/3134] lr: 0.00100, eta: 1 day, 5:53:20, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.3844, top5_acc: 0.6687, loss_cls: 2.6840, loss: 2.6840 2020-06-17 15:50:26,628 - mmaction - INFO - Epoch [42][1060/3134] lr: 0.00100, eta: 1 day, 5:53:08, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6625, loss_cls: 2.6165, loss: 2.6165 2020-06-17 15:50:38,301 - mmaction - INFO - Epoch [42][1080/3134] lr: 0.00100, eta: 1 day, 5:52:56, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4375, top5_acc: 0.6844, loss_cls: 2.4786, loss: 2.4786 2020-06-17 15:50:49,954 - mmaction - INFO - Epoch [42][1100/3134] lr: 0.00100, eta: 1 day, 5:52:44, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4000, top5_acc: 0.6500, loss_cls: 2.6593, loss: 2.6593 2020-06-17 15:51:01,535 - mmaction - INFO - Epoch [42][1120/3134] lr: 0.00100, eta: 1 day, 5:52:32, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4656, top5_acc: 0.6719, loss_cls: 2.4117, loss: 2.4117 2020-06-17 15:51:13,183 - mmaction - INFO - Epoch [42][1140/3134] lr: 0.00100, eta: 1 day, 5:52:21, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4156, top5_acc: 0.6687, loss_cls: 2.6683, loss: 2.6683 2020-06-17 15:51:24,776 - mmaction - INFO - Epoch [42][1160/3134] lr: 0.00100, eta: 1 day, 5:52:09, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7125, loss_cls: 2.4217, loss: 2.4217 2020-06-17 15:51:36,445 - mmaction - INFO - Epoch [42][1180/3134] lr: 0.00100, eta: 1 day, 5:51:57, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4031, top5_acc: 0.6687, loss_cls: 2.5970, loss: 2.5970 2020-06-17 15:51:48,073 - mmaction - INFO - Epoch [42][1200/3134] lr: 0.00100, eta: 1 day, 5:51:45, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4219, top5_acc: 0.6813, loss_cls: 2.5557, loss: 2.5557 2020-06-17 15:51:59,668 - mmaction - INFO - Epoch [42][1220/3134] lr: 0.00100, eta: 1 day, 5:51:33, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3969, top5_acc: 0.6281, loss_cls: 2.7626, loss: 2.7626 2020-06-17 15:52:11,343 - mmaction - INFO - Epoch [42][1240/3134] lr: 0.00100, eta: 1 day, 5:51:21, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6844, loss_cls: 2.5987, loss: 2.5987 2020-06-17 15:52:23,001 - mmaction - INFO - Epoch [42][1260/3134] lr: 0.00100, eta: 1 day, 5:51:10, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4656, top5_acc: 0.6625, loss_cls: 2.4700, loss: 2.4700 2020-06-17 15:52:34,594 - mmaction - INFO - Epoch [42][1280/3134] lr: 0.00100, eta: 1 day, 5:50:58, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6312, loss_cls: 2.6329, loss: 2.6329 2020-06-17 15:52:46,281 - mmaction - INFO - Epoch [42][1300/3134] lr: 0.00100, eta: 1 day, 5:50:46, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6625, loss_cls: 2.5176, loss: 2.5176 2020-06-17 15:52:57,922 - mmaction - INFO - Epoch [42][1320/3134] lr: 0.00100, eta: 1 day, 5:50:34, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4531, top5_acc: 0.6687, loss_cls: 2.4969, loss: 2.4969 2020-06-17 15:53:09,517 - mmaction - INFO - Epoch [42][1340/3134] lr: 0.00100, eta: 1 day, 5:50:22, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4156, top5_acc: 0.6719, loss_cls: 2.5856, loss: 2.5856 2020-06-17 15:53:21,133 - mmaction - INFO - Epoch [42][1360/3134] lr: 0.00100, eta: 1 day, 5:50:11, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7094, loss_cls: 2.3762, loss: 2.3762 2020-06-17 15:53:32,845 - mmaction - INFO - Epoch [42][1380/3134] lr: 0.00100, eta: 1 day, 5:49:59, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4031, top5_acc: 0.6906, loss_cls: 2.5620, loss: 2.5620 2020-06-17 15:53:44,481 - mmaction - INFO - Epoch [42][1400/3134] lr: 0.00100, eta: 1 day, 5:49:47, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6656, loss_cls: 2.5820, loss: 2.5820 2020-06-17 15:53:56,180 - mmaction - INFO - Epoch [42][1420/3134] lr: 0.00100, eta: 1 day, 5:49:35, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7063, loss_cls: 2.4940, loss: 2.4940 2020-06-17 15:54:07,869 - mmaction - INFO - Epoch [42][1440/3134] lr: 0.00100, eta: 1 day, 5:49:24, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3969, top5_acc: 0.6625, loss_cls: 2.6765, loss: 2.6765 2020-06-17 15:54:19,566 - mmaction - INFO - Epoch [42][1460/3134] lr: 0.00100, eta: 1 day, 5:49:12, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6875, loss_cls: 2.5912, loss: 2.5912 2020-06-17 15:54:31,169 - mmaction - INFO - Epoch [42][1480/3134] lr: 0.00100, eta: 1 day, 5:49:00, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4188, top5_acc: 0.7063, loss_cls: 2.5416, loss: 2.5416 2020-06-17 15:54:42,854 - mmaction - INFO - Epoch [42][1500/3134] lr: 0.00100, eta: 1 day, 5:48:48, time: 0.582, data_time: 0.005, memory: 8339, top1_acc: 0.4156, top5_acc: 0.6875, loss_cls: 2.4786, loss: 2.4786 2020-06-17 15:54:54,477 - mmaction - INFO - Epoch [42][1520/3134] lr: 0.00100, eta: 1 day, 5:48:37, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6250, loss_cls: 2.8496, loss: 2.8496 2020-06-17 15:55:06,130 - mmaction - INFO - Epoch [42][1540/3134] lr: 0.00100, eta: 1 day, 5:48:25, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4469, top5_acc: 0.6719, loss_cls: 2.4709, loss: 2.4709 2020-06-17 15:55:17,799 - mmaction - INFO - Epoch [42][1560/3134] lr: 0.00100, eta: 1 day, 5:48:13, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6969, loss_cls: 2.5329, loss: 2.5329 2020-06-17 15:55:29,346 - mmaction - INFO - Epoch [42][1580/3134] lr: 0.00100, eta: 1 day, 5:48:01, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6750, loss_cls: 2.6458, loss: 2.6458 2020-06-17 15:55:40,984 - mmaction - INFO - Epoch [42][1600/3134] lr: 0.00100, eta: 1 day, 5:47:49, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4562, top5_acc: 0.6937, loss_cls: 2.4707, loss: 2.4707 2020-06-17 15:55:52,873 - mmaction - INFO - Epoch [42][1620/3134] lr: 0.00100, eta: 1 day, 5:47:38, time: 0.594, data_time: 0.018, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6875, loss_cls: 2.5818, loss: 2.5818 2020-06-17 15:56:04,480 - mmaction - INFO - Epoch [42][1640/3134] lr: 0.00100, eta: 1 day, 5:47:26, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6656, loss_cls: 2.6877, loss: 2.6877 2020-06-17 15:56:16,126 - mmaction - INFO - Epoch [42][1660/3134] lr: 0.00100, eta: 1 day, 5:47:14, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4000, top5_acc: 0.6188, loss_cls: 2.7861, loss: 2.7861 2020-06-17 15:56:27,759 - mmaction - INFO - Epoch [42][1680/3134] lr: 0.00100, eta: 1 day, 5:47:03, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6594, loss_cls: 2.7125, loss: 2.7125 2020-06-17 15:56:39,404 - mmaction - INFO - Epoch [42][1700/3134] lr: 0.00100, eta: 1 day, 5:46:51, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6687, loss_cls: 2.6303, loss: 2.6303 2020-06-17 15:56:50,985 - mmaction - INFO - Epoch [42][1720/3134] lr: 0.00100, eta: 1 day, 5:46:39, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4375, top5_acc: 0.6750, loss_cls: 2.5213, loss: 2.5213 2020-06-17 15:57:02,656 - mmaction - INFO - Epoch [42][1740/3134] lr: 0.00100, eta: 1 day, 5:46:27, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4344, top5_acc: 0.6813, loss_cls: 2.5193, loss: 2.5193 2020-06-17 15:57:14,267 - mmaction - INFO - Epoch [42][1760/3134] lr: 0.00100, eta: 1 day, 5:46:15, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7125, loss_cls: 2.4285, loss: 2.4285 2020-06-17 15:57:25,880 - mmaction - INFO - Epoch [42][1780/3134] lr: 0.00100, eta: 1 day, 5:46:03, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6844, loss_cls: 2.4947, loss: 2.4947 2020-06-17 15:57:37,564 - mmaction - INFO - Epoch [42][1800/3134] lr: 0.00100, eta: 1 day, 5:45:52, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6875, loss_cls: 2.4949, loss: 2.4949 2020-06-17 15:57:49,183 - mmaction - INFO - Epoch [42][1820/3134] lr: 0.00100, eta: 1 day, 5:45:40, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6656, loss_cls: 2.5548, loss: 2.5548 2020-06-17 15:58:00,868 - mmaction - INFO - Epoch [42][1840/3134] lr: 0.00100, eta: 1 day, 5:45:28, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4719, top5_acc: 0.6969, loss_cls: 2.3732, loss: 2.3732 2020-06-17 15:58:12,528 - mmaction - INFO - Epoch [42][1860/3134] lr: 0.00100, eta: 1 day, 5:45:16, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6438, loss_cls: 2.7631, loss: 2.7631 2020-06-17 15:58:24,086 - mmaction - INFO - Epoch [42][1880/3134] lr: 0.00100, eta: 1 day, 5:45:04, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.4281, top5_acc: 0.7125, loss_cls: 2.4805, loss: 2.4805 2020-06-17 15:58:35,740 - mmaction - INFO - Epoch [42][1900/3134] lr: 0.00100, eta: 1 day, 5:44:53, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4000, top5_acc: 0.6813, loss_cls: 2.5544, loss: 2.5544 2020-06-17 15:58:47,326 - mmaction - INFO - Epoch [42][1920/3134] lr: 0.00100, eta: 1 day, 5:44:41, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4562, top5_acc: 0.6937, loss_cls: 2.4582, loss: 2.4582 2020-06-17 15:58:58,901 - mmaction - INFO - Epoch [42][1940/3134] lr: 0.00100, eta: 1 day, 5:44:29, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4000, top5_acc: 0.7094, loss_cls: 2.4677, loss: 2.4677 2020-06-17 15:59:10,499 - mmaction - INFO - Epoch [42][1960/3134] lr: 0.00100, eta: 1 day, 5:44:17, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7375, loss_cls: 2.3345, loss: 2.3345 2020-06-17 15:59:22,162 - mmaction - INFO - Epoch [42][1980/3134] lr: 0.00100, eta: 1 day, 5:44:05, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4625, top5_acc: 0.6562, loss_cls: 2.6403, loss: 2.6403 2020-06-17 15:59:33,825 - mmaction - INFO - Epoch [42][2000/3134] lr: 0.00100, eta: 1 day, 5:43:54, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4437, top5_acc: 0.6937, loss_cls: 2.5066, loss: 2.5066 2020-06-17 15:59:45,484 - mmaction - INFO - Epoch [42][2020/3134] lr: 0.00100, eta: 1 day, 5:43:42, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6875, loss_cls: 2.5053, loss: 2.5053 2020-06-17 15:59:57,115 - mmaction - INFO - Epoch [42][2040/3134] lr: 0.00100, eta: 1 day, 5:43:30, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7438, loss_cls: 2.3390, loss: 2.3390 2020-06-17 16:00:08,736 - mmaction - INFO - Epoch [42][2060/3134] lr: 0.00100, eta: 1 day, 5:43:18, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4688, top5_acc: 0.6813, loss_cls: 2.5452, loss: 2.5452 2020-06-17 16:00:20,815 - mmaction - INFO - Epoch [42][2080/3134] lr: 0.00100, eta: 1 day, 5:43:07, time: 0.605, data_time: 0.003, memory: 8339, top1_acc: 0.4000, top5_acc: 0.6656, loss_cls: 2.7366, loss: 2.7366 2020-06-17 16:00:33,946 - mmaction - INFO - Epoch [42][2100/3134] lr: 0.00100, eta: 1 day, 5:42:57, time: 0.656, data_time: 0.004, memory: 8339, top1_acc: 0.4250, top5_acc: 0.6344, loss_cls: 2.6991, loss: 2.6991 2020-06-17 16:00:45,596 - mmaction - INFO - Epoch [42][2120/3134] lr: 0.00100, eta: 1 day, 5:42:45, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6469, loss_cls: 2.7299, loss: 2.7299 2020-06-17 16:00:57,171 - mmaction - INFO - Epoch [42][2140/3134] lr: 0.00100, eta: 1 day, 5:42:34, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6781, loss_cls: 2.6655, loss: 2.6655 2020-06-17 16:01:08,790 - mmaction - INFO - Epoch [42][2160/3134] lr: 0.00100, eta: 1 day, 5:42:22, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4156, top5_acc: 0.6813, loss_cls: 2.5070, loss: 2.5070 2020-06-17 16:01:20,414 - mmaction - INFO - Epoch [42][2180/3134] lr: 0.00100, eta: 1 day, 5:42:10, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4000, top5_acc: 0.6906, loss_cls: 2.6498, loss: 2.6498 2020-06-17 16:01:32,033 - mmaction - INFO - Epoch [42][2200/3134] lr: 0.00100, eta: 1 day, 5:41:58, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4500, top5_acc: 0.6969, loss_cls: 2.4376, loss: 2.4376 2020-06-17 16:01:43,683 - mmaction - INFO - Epoch [42][2220/3134] lr: 0.00100, eta: 1 day, 5:41:46, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4437, top5_acc: 0.6781, loss_cls: 2.5007, loss: 2.5007 2020-06-17 16:01:55,281 - mmaction - INFO - Epoch [42][2240/3134] lr: 0.00100, eta: 1 day, 5:41:35, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7188, loss_cls: 2.4865, loss: 2.4865 2020-06-17 16:02:06,922 - mmaction - INFO - Epoch [42][2260/3134] lr: 0.00100, eta: 1 day, 5:41:23, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4281, top5_acc: 0.7094, loss_cls: 2.4666, loss: 2.4666 2020-06-17 16:02:18,491 - mmaction - INFO - Epoch [42][2280/3134] lr: 0.00100, eta: 1 day, 5:41:11, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7125, loss_cls: 2.5567, loss: 2.5567 2020-06-17 16:02:30,116 - mmaction - INFO - Epoch [42][2300/3134] lr: 0.00100, eta: 1 day, 5:40:59, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4031, top5_acc: 0.6781, loss_cls: 2.5869, loss: 2.5869 2020-06-17 16:02:41,743 - mmaction - INFO - Epoch [42][2320/3134] lr: 0.00100, eta: 1 day, 5:40:47, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3969, top5_acc: 0.6594, loss_cls: 2.6744, loss: 2.6744 2020-06-17 16:02:53,331 - mmaction - INFO - Epoch [42][2340/3134] lr: 0.00100, eta: 1 day, 5:40:35, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6531, loss_cls: 2.7361, loss: 2.7361 2020-06-17 16:03:04,927 - mmaction - INFO - Epoch [42][2360/3134] lr: 0.00100, eta: 1 day, 5:40:23, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4031, top5_acc: 0.6344, loss_cls: 2.7004, loss: 2.7004 2020-06-17 16:03:16,595 - mmaction - INFO - Epoch [42][2380/3134] lr: 0.00100, eta: 1 day, 5:40:12, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.4062, top5_acc: 0.6844, loss_cls: 2.6544, loss: 2.6544 2020-06-17 16:03:28,228 - mmaction - INFO - Epoch [42][2400/3134] lr: 0.00100, eta: 1 day, 5:40:00, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6875, loss_cls: 2.4729, loss: 2.4729 2020-06-17 16:03:39,814 - mmaction - INFO - Epoch [42][2420/3134] lr: 0.00100, eta: 1 day, 5:39:48, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4062, top5_acc: 0.6813, loss_cls: 2.5521, loss: 2.5521 2020-06-17 16:03:51,377 - mmaction - INFO - Epoch [42][2440/3134] lr: 0.00100, eta: 1 day, 5:39:36, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4094, top5_acc: 0.6719, loss_cls: 2.6117, loss: 2.6117 2020-06-17 16:04:02,939 - mmaction - INFO - Epoch [42][2460/3134] lr: 0.00100, eta: 1 day, 5:39:24, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.4406, top5_acc: 0.6813, loss_cls: 2.6486, loss: 2.6486 2020-06-17 16:04:14,512 - mmaction - INFO - Epoch [42][2480/3134] lr: 0.00100, eta: 1 day, 5:39:12, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.4469, top5_acc: 0.6844, loss_cls: 2.4999, loss: 2.4999 2020-06-17 16:04:26,121 - mmaction - INFO - Epoch [42][2500/3134] lr: 0.00100, eta: 1 day, 5:39:01, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7031, loss_cls: 2.4772, loss: 2.4772 2020-06-17 16:04:37,727 - mmaction - INFO - Epoch [42][2520/3134] lr: 0.00100, eta: 1 day, 5:38:49, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.4625, top5_acc: 0.6750, loss_cls: 2.4987, loss: 2.4987 2020-06-17 16:04:49,433 - mmaction - INFO - Epoch [42][2540/3134] lr: 0.00100, eta: 1 day, 5:38:37, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6844, loss_cls: 2.4613, loss: 2.4613 2020-06-17 16:05:01,148 - mmaction - INFO - Epoch [42][2560/3134] lr: 0.00100, eta: 1 day, 5:38:25, time: 0.589, data_time: 0.005, memory: 8339, top1_acc: 0.4094, top5_acc: 0.6625, loss_cls: 2.5903, loss: 2.5903 2020-06-17 16:05:12,763 - mmaction - INFO - Epoch [42][2580/3134] lr: 0.00100, eta: 1 day, 5:38:13, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4531, top5_acc: 0.6687, loss_cls: 2.5372, loss: 2.5372 2020-06-17 16:05:24,333 - mmaction - INFO - Epoch [42][2600/3134] lr: 0.00100, eta: 1 day, 5:38:02, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.4156, top5_acc: 0.6719, loss_cls: 2.5712, loss: 2.5712 2020-06-17 16:05:35,916 - mmaction - INFO - Epoch [42][2620/3134] lr: 0.00100, eta: 1 day, 5:37:50, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4250, top5_acc: 0.6406, loss_cls: 2.6683, loss: 2.6683 2020-06-17 16:05:47,579 - mmaction - INFO - Epoch [42][2640/3134] lr: 0.00100, eta: 1 day, 5:37:38, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4406, top5_acc: 0.6875, loss_cls: 2.6308, loss: 2.6308 2020-06-17 16:05:59,269 - mmaction - INFO - Epoch [42][2660/3134] lr: 0.00100, eta: 1 day, 5:37:26, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.6875, loss_cls: 2.3948, loss: 2.3948 2020-06-17 16:06:10,879 - mmaction - INFO - Epoch [42][2680/3134] lr: 0.00100, eta: 1 day, 5:37:14, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7000, loss_cls: 2.5085, loss: 2.5085 2020-06-17 16:06:22,511 - mmaction - INFO - Epoch [42][2700/3134] lr: 0.00100, eta: 1 day, 5:37:03, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4406, top5_acc: 0.6750, loss_cls: 2.5813, loss: 2.5813 2020-06-17 16:06:34,123 - mmaction - INFO - Epoch [42][2720/3134] lr: 0.00100, eta: 1 day, 5:36:51, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3812, top5_acc: 0.6281, loss_cls: 2.7990, loss: 2.7990 2020-06-17 16:06:45,715 - mmaction - INFO - Epoch [42][2740/3134] lr: 0.00100, eta: 1 day, 5:36:39, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6281, loss_cls: 2.7594, loss: 2.7594 2020-06-17 16:06:57,404 - mmaction - INFO - Epoch [42][2760/3134] lr: 0.00100, eta: 1 day, 5:36:27, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6937, loss_cls: 2.5328, loss: 2.5328 2020-06-17 16:07:09,028 - mmaction - INFO - Epoch [42][2780/3134] lr: 0.00100, eta: 1 day, 5:36:15, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.4219, top5_acc: 0.7031, loss_cls: 2.5330, loss: 2.5330 2020-06-17 16:07:20,606 - mmaction - INFO - Epoch [42][2800/3134] lr: 0.00100, eta: 1 day, 5:36:03, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.4094, top5_acc: 0.6719, loss_cls: 2.4990, loss: 2.4990 2020-06-17 16:07:32,190 - mmaction - INFO - Epoch [42][2820/3134] lr: 0.00100, eta: 1 day, 5:35:52, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6500, loss_cls: 2.7049, loss: 2.7049 2020-06-17 16:07:43,811 - mmaction - INFO - Epoch [42][2840/3134] lr: 0.00100, eta: 1 day, 5:35:40, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7063, loss_cls: 2.5008, loss: 2.5008 2020-06-17 16:07:55,452 - mmaction - INFO - Epoch [42][2860/3134] lr: 0.00100, eta: 1 day, 5:35:28, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4125, top5_acc: 0.6375, loss_cls: 2.6895, loss: 2.6895 2020-06-17 16:08:07,149 - mmaction - INFO - Epoch [42][2880/3134] lr: 0.00100, eta: 1 day, 5:35:16, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6750, loss_cls: 2.5339, loss: 2.5339 2020-06-17 16:08:18,712 - mmaction - INFO - Epoch [42][2900/3134] lr: 0.00100, eta: 1 day, 5:35:04, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4219, top5_acc: 0.7094, loss_cls: 2.5560, loss: 2.5560 2020-06-17 16:08:30,346 - mmaction - INFO - Epoch [42][2920/3134] lr: 0.00100, eta: 1 day, 5:34:53, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7031, loss_cls: 2.3966, loss: 2.3966 2020-06-17 16:08:42,035 - mmaction - INFO - Epoch [42][2940/3134] lr: 0.00100, eta: 1 day, 5:34:41, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6656, loss_cls: 2.6222, loss: 2.6222 2020-06-17 16:08:53,793 - mmaction - INFO - Epoch [42][2960/3134] lr: 0.00100, eta: 1 day, 5:34:29, time: 0.588, data_time: 0.002, memory: 8339, top1_acc: 0.4219, top5_acc: 0.6750, loss_cls: 2.5166, loss: 2.5166 2020-06-17 16:09:05,411 - mmaction - INFO - Epoch [42][2980/3134] lr: 0.00100, eta: 1 day, 5:34:17, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4406, top5_acc: 0.6844, loss_cls: 2.5098, loss: 2.5098 2020-06-17 16:09:16,996 - mmaction - INFO - Epoch [42][3000/3134] lr: 0.00100, eta: 1 day, 5:34:06, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4062, top5_acc: 0.7000, loss_cls: 2.6403, loss: 2.6403 2020-06-17 16:09:28,609 - mmaction - INFO - Epoch [42][3020/3134] lr: 0.00100, eta: 1 day, 5:33:54, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6844, loss_cls: 2.5724, loss: 2.5724 2020-06-17 16:09:40,288 - mmaction - INFO - Epoch [42][3040/3134] lr: 0.00100, eta: 1 day, 5:33:42, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4062, top5_acc: 0.6625, loss_cls: 2.6932, loss: 2.6932 2020-06-17 16:09:51,933 - mmaction - INFO - Epoch [42][3060/3134] lr: 0.00100, eta: 1 day, 5:33:30, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4156, top5_acc: 0.6750, loss_cls: 2.5777, loss: 2.5777 2020-06-17 16:10:03,584 - mmaction - INFO - Epoch [42][3080/3134] lr: 0.00100, eta: 1 day, 5:33:18, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6906, loss_cls: 2.5505, loss: 2.5505 2020-06-17 16:10:15,182 - mmaction - INFO - Epoch [42][3100/3134] lr: 0.00100, eta: 1 day, 5:33:07, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4437, top5_acc: 0.6813, loss_cls: 2.5119, loss: 2.5119 2020-06-17 16:10:26,826 - mmaction - INFO - Epoch [42][3120/3134] lr: 0.00100, eta: 1 day, 5:32:55, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6750, loss_cls: 2.5832, loss: 2.5832 2020-06-17 16:11:03,857 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-17 16:11:05,114 - mmaction - INFO - top1_acc 0.2800 top5_acc 0.5388 2020-06-17 16:11:05,130 - mmaction - INFO - Epoch [42][3134/3134] lr: 0.00100, top1_acc: 0.2800, top5_acc: 0.5388 2020-06-17 16:11:21,090 - mmaction - INFO - Epoch [43][20/3134] lr: 0.00100, eta: 1 day, 5:32:29, time: 0.798, data_time: 0.219, memory: 8339, top1_acc: 0.3969, top5_acc: 0.6687, loss_cls: 2.6658, loss: 2.6658 2020-06-17 16:11:32,980 - mmaction - INFO - Epoch [43][40/3134] lr: 0.00100, eta: 1 day, 5:32:18, time: 0.592, data_time: 0.015, memory: 8339, top1_acc: 0.4156, top5_acc: 0.6656, loss_cls: 2.6217, loss: 2.6217 2020-06-17 16:11:44,634 - mmaction - INFO - Epoch [43][60/3134] lr: 0.00100, eta: 1 day, 5:32:06, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7125, loss_cls: 2.3566, loss: 2.3566 2020-06-17 16:11:56,258 - mmaction - INFO - Epoch [43][80/3134] lr: 0.00100, eta: 1 day, 5:31:54, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4250, top5_acc: 0.6906, loss_cls: 2.5238, loss: 2.5238 2020-06-17 16:12:07,886 - mmaction - INFO - Epoch [43][100/3134] lr: 0.00100, eta: 1 day, 5:31:43, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4250, top5_acc: 0.7031, loss_cls: 2.4442, loss: 2.4442 2020-06-17 16:12:19,575 - mmaction - INFO - Epoch [43][120/3134] lr: 0.00100, eta: 1 day, 5:31:31, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7000, loss_cls: 2.4211, loss: 2.4211 2020-06-17 16:12:31,410 - mmaction - INFO - Epoch [43][140/3134] lr: 0.00100, eta: 1 day, 5:31:19, time: 0.589, data_time: 0.002, memory: 8339, top1_acc: 0.3844, top5_acc: 0.6687, loss_cls: 2.5599, loss: 2.5599 2020-06-17 16:12:43,053 - mmaction - INFO - Epoch [43][160/3134] lr: 0.00100, eta: 1 day, 5:31:08, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7125, loss_cls: 2.4531, loss: 2.4531 2020-06-17 16:12:54,632 - mmaction - INFO - Epoch [43][180/3134] lr: 0.00100, eta: 1 day, 5:30:56, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7000, loss_cls: 2.4765, loss: 2.4765 2020-06-17 16:13:06,244 - mmaction - INFO - Epoch [43][200/3134] lr: 0.00100, eta: 1 day, 5:30:44, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6281, loss_cls: 2.7258, loss: 2.7258 2020-06-17 16:13:17,937 - mmaction - INFO - Epoch [43][220/3134] lr: 0.00100, eta: 1 day, 5:30:32, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7031, loss_cls: 2.4580, loss: 2.4580 2020-06-17 16:13:29,531 - mmaction - INFO - Epoch [43][240/3134] lr: 0.00100, eta: 1 day, 5:30:20, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7344, loss_cls: 2.5199, loss: 2.5199 2020-06-17 16:13:41,170 - mmaction - INFO - Epoch [43][260/3134] lr: 0.00100, eta: 1 day, 5:30:08, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7000, loss_cls: 2.4633, loss: 2.4633 2020-06-17 16:13:52,911 - mmaction - INFO - Epoch [43][280/3134] lr: 0.00100, eta: 1 day, 5:29:57, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4156, top5_acc: 0.6906, loss_cls: 2.4233, loss: 2.4233 2020-06-17 16:14:04,597 - mmaction - INFO - Epoch [43][300/3134] lr: 0.00100, eta: 1 day, 5:29:45, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4688, top5_acc: 0.6844, loss_cls: 2.4840, loss: 2.4840 2020-06-17 16:14:16,296 - mmaction - INFO - Epoch [43][320/3134] lr: 0.00100, eta: 1 day, 5:29:33, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7094, loss_cls: 2.4051, loss: 2.4051 2020-06-17 16:14:28,007 - mmaction - INFO - Epoch [43][340/3134] lr: 0.00100, eta: 1 day, 5:29:22, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.3812, top5_acc: 0.6687, loss_cls: 2.6432, loss: 2.6432 2020-06-17 16:14:39,586 - mmaction - INFO - Epoch [43][360/3134] lr: 0.00100, eta: 1 day, 5:29:10, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.4531, top5_acc: 0.6594, loss_cls: 2.5603, loss: 2.5603 2020-06-17 16:14:51,217 - mmaction - INFO - Epoch [43][380/3134] lr: 0.00100, eta: 1 day, 5:28:58, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7031, loss_cls: 2.4451, loss: 2.4451 2020-06-17 16:15:02,885 - mmaction - INFO - Epoch [43][400/3134] lr: 0.00100, eta: 1 day, 5:28:46, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3625, top5_acc: 0.6469, loss_cls: 2.7360, loss: 2.7360 2020-06-17 16:15:14,567 - mmaction - INFO - Epoch [43][420/3134] lr: 0.00100, eta: 1 day, 5:28:34, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7312, loss_cls: 2.3652, loss: 2.3652 2020-06-17 16:15:26,227 - mmaction - INFO - Epoch [43][440/3134] lr: 0.00100, eta: 1 day, 5:28:23, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4000, top5_acc: 0.6656, loss_cls: 2.5902, loss: 2.5902 2020-06-17 16:15:37,941 - mmaction - INFO - Epoch [43][460/3134] lr: 0.00100, eta: 1 day, 5:28:11, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.4000, top5_acc: 0.6875, loss_cls: 2.5419, loss: 2.5419 2020-06-17 16:15:49,507 - mmaction - INFO - Epoch [43][480/3134] lr: 0.00100, eta: 1 day, 5:27:59, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6625, loss_cls: 2.6656, loss: 2.6656 2020-06-17 16:16:01,219 - mmaction - INFO - Epoch [43][500/3134] lr: 0.00100, eta: 1 day, 5:27:47, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4281, top5_acc: 0.7000, loss_cls: 2.5437, loss: 2.5437 2020-06-17 16:16:12,859 - mmaction - INFO - Epoch [43][520/3134] lr: 0.00100, eta: 1 day, 5:27:36, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6625, loss_cls: 2.5467, loss: 2.5467 2020-06-17 16:16:24,442 - mmaction - INFO - Epoch [43][540/3134] lr: 0.00100, eta: 1 day, 5:27:24, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7000, loss_cls: 2.3970, loss: 2.3970 2020-06-17 16:16:36,034 - mmaction - INFO - Epoch [43][560/3134] lr: 0.00100, eta: 1 day, 5:27:12, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4406, top5_acc: 0.6719, loss_cls: 2.4786, loss: 2.4786 2020-06-17 16:16:47,699 - mmaction - INFO - Epoch [43][580/3134] lr: 0.00100, eta: 1 day, 5:27:00, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6438, loss_cls: 2.6916, loss: 2.6916 2020-06-17 16:16:59,255 - mmaction - INFO - Epoch [43][600/3134] lr: 0.00100, eta: 1 day, 5:26:48, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7031, loss_cls: 2.3279, loss: 2.3279 2020-06-17 16:17:11,014 - mmaction - INFO - Epoch [43][620/3134] lr: 0.00100, eta: 1 day, 5:26:37, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4688, top5_acc: 0.6969, loss_cls: 2.4524, loss: 2.4524 2020-06-17 16:17:22,583 - mmaction - INFO - Epoch [43][640/3134] lr: 0.00100, eta: 1 day, 5:26:25, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6281, loss_cls: 2.7391, loss: 2.7391 2020-06-17 16:17:34,296 - mmaction - INFO - Epoch [43][660/3134] lr: 0.00100, eta: 1 day, 5:26:13, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.4375, top5_acc: 0.6469, loss_cls: 2.6201, loss: 2.6201 2020-06-17 16:17:45,946 - mmaction - INFO - Epoch [43][680/3134] lr: 0.00100, eta: 1 day, 5:26:01, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7094, loss_cls: 2.4161, loss: 2.4161 2020-06-17 16:17:57,615 - mmaction - INFO - Epoch [43][700/3134] lr: 0.00100, eta: 1 day, 5:25:50, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4344, top5_acc: 0.6813, loss_cls: 2.5280, loss: 2.5280 2020-06-17 16:18:09,233 - mmaction - INFO - Epoch [43][720/3134] lr: 0.00100, eta: 1 day, 5:25:38, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6969, loss_cls: 2.4361, loss: 2.4361 2020-06-17 16:18:20,891 - mmaction - INFO - Epoch [43][740/3134] lr: 0.00100, eta: 1 day, 5:25:26, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4469, top5_acc: 0.6750, loss_cls: 2.4380, loss: 2.4380 2020-06-17 16:18:32,483 - mmaction - INFO - Epoch [43][760/3134] lr: 0.00100, eta: 1 day, 5:25:14, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6438, loss_cls: 2.6452, loss: 2.6452 2020-06-17 16:18:44,057 - mmaction - INFO - Epoch [43][780/3134] lr: 0.00100, eta: 1 day, 5:25:02, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4188, top5_acc: 0.7000, loss_cls: 2.4633, loss: 2.4633 2020-06-17 16:18:55,777 - mmaction - INFO - Epoch [43][800/3134] lr: 0.00100, eta: 1 day, 5:24:51, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4281, top5_acc: 0.7156, loss_cls: 2.4451, loss: 2.4451 2020-06-17 16:19:07,412 - mmaction - INFO - Epoch [43][820/3134] lr: 0.00100, eta: 1 day, 5:24:39, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7375, loss_cls: 2.4133, loss: 2.4133 2020-06-17 16:19:19,018 - mmaction - INFO - Epoch [43][840/3134] lr: 0.00100, eta: 1 day, 5:24:27, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7094, loss_cls: 2.5510, loss: 2.5510 2020-06-17 16:19:30,674 - mmaction - INFO - Epoch [43][860/3134] lr: 0.00100, eta: 1 day, 5:24:15, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7031, loss_cls: 2.4644, loss: 2.4644 2020-06-17 16:19:42,341 - mmaction - INFO - Epoch [43][880/3134] lr: 0.00100, eta: 1 day, 5:24:03, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6750, loss_cls: 2.7328, loss: 2.7328 2020-06-17 16:19:54,000 - mmaction - INFO - Epoch [43][900/3134] lr: 0.00100, eta: 1 day, 5:23:52, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3937, top5_acc: 0.6687, loss_cls: 2.6133, loss: 2.6133 2020-06-17 16:20:05,670 - mmaction - INFO - Epoch [43][920/3134] lr: 0.00100, eta: 1 day, 5:23:40, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4062, top5_acc: 0.6406, loss_cls: 2.6484, loss: 2.6484 2020-06-17 16:20:17,298 - mmaction - INFO - Epoch [43][940/3134] lr: 0.00100, eta: 1 day, 5:23:28, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4375, top5_acc: 0.6875, loss_cls: 2.4563, loss: 2.4563 2020-06-17 16:20:28,869 - mmaction - INFO - Epoch [43][960/3134] lr: 0.00100, eta: 1 day, 5:23:16, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4406, top5_acc: 0.6750, loss_cls: 2.5411, loss: 2.5411 2020-06-17 16:20:40,511 - mmaction - INFO - Epoch [43][980/3134] lr: 0.00100, eta: 1 day, 5:23:04, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7094, loss_cls: 2.3183, loss: 2.3183 2020-06-17 16:20:52,185 - mmaction - INFO - Epoch [43][1000/3134] lr: 0.00100, eta: 1 day, 5:22:53, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3937, top5_acc: 0.6625, loss_cls: 2.6695, loss: 2.6695 2020-06-17 16:21:03,792 - mmaction - INFO - Epoch [43][1020/3134] lr: 0.00100, eta: 1 day, 5:22:41, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4469, top5_acc: 0.6750, loss_cls: 2.5667, loss: 2.5667 2020-06-17 16:21:15,386 - mmaction - INFO - Epoch [43][1040/3134] lr: 0.00100, eta: 1 day, 5:22:29, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7094, loss_cls: 2.4583, loss: 2.4583 2020-06-17 16:21:26,990 - mmaction - INFO - Epoch [43][1060/3134] lr: 0.00100, eta: 1 day, 5:22:17, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4375, top5_acc: 0.6687, loss_cls: 2.5476, loss: 2.5476 2020-06-17 16:21:38,605 - mmaction - INFO - Epoch [43][1080/3134] lr: 0.00100, eta: 1 day, 5:22:05, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4375, top5_acc: 0.6906, loss_cls: 2.3644, loss: 2.3644 2020-06-17 16:21:50,207 - mmaction - INFO - Epoch [43][1100/3134] lr: 0.00100, eta: 1 day, 5:21:54, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4125, top5_acc: 0.7031, loss_cls: 2.5825, loss: 2.5825 2020-06-17 16:22:01,855 - mmaction - INFO - Epoch [43][1120/3134] lr: 0.00100, eta: 1 day, 5:21:42, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6500, loss_cls: 2.7585, loss: 2.7585 2020-06-17 16:22:13,495 - mmaction - INFO - Epoch [43][1140/3134] lr: 0.00100, eta: 1 day, 5:21:30, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3969, top5_acc: 0.6562, loss_cls: 2.6148, loss: 2.6148 2020-06-17 16:22:25,133 - mmaction - INFO - Epoch [43][1160/3134] lr: 0.00100, eta: 1 day, 5:21:18, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4437, top5_acc: 0.6969, loss_cls: 2.5611, loss: 2.5611 2020-06-17 16:22:36,787 - mmaction - INFO - Epoch [43][1180/3134] lr: 0.00100, eta: 1 day, 5:21:06, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7188, loss_cls: 2.3452, loss: 2.3452 2020-06-17 16:22:48,428 - mmaction - INFO - Epoch [43][1200/3134] lr: 0.00100, eta: 1 day, 5:20:55, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6094, loss_cls: 2.8094, loss: 2.8094 2020-06-17 16:23:00,001 - mmaction - INFO - Epoch [43][1220/3134] lr: 0.00100, eta: 1 day, 5:20:43, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.4437, top5_acc: 0.6719, loss_cls: 2.5915, loss: 2.5915 2020-06-17 16:23:11,700 - mmaction - INFO - Epoch [43][1240/3134] lr: 0.00100, eta: 1 day, 5:20:31, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4281, top5_acc: 0.7031, loss_cls: 2.4887, loss: 2.4887 2020-06-17 16:23:23,350 - mmaction - INFO - Epoch [43][1260/3134] lr: 0.00100, eta: 1 day, 5:20:19, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7375, loss_cls: 2.2988, loss: 2.2988 2020-06-17 16:23:34,968 - mmaction - INFO - Epoch [43][1280/3134] lr: 0.00100, eta: 1 day, 5:20:07, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6375, loss_cls: 2.7493, loss: 2.7493 2020-06-17 16:23:46,574 - mmaction - INFO - Epoch [43][1300/3134] lr: 0.00100, eta: 1 day, 5:19:56, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4125, top5_acc: 0.6531, loss_cls: 2.6294, loss: 2.6294 2020-06-17 16:23:58,236 - mmaction - INFO - Epoch [43][1320/3134] lr: 0.00100, eta: 1 day, 5:19:44, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4344, top5_acc: 0.6750, loss_cls: 2.5059, loss: 2.5059 2020-06-17 16:24:09,886 - mmaction - INFO - Epoch [43][1340/3134] lr: 0.00100, eta: 1 day, 5:19:32, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.4375, top5_acc: 0.6906, loss_cls: 2.4886, loss: 2.4886 2020-06-17 16:24:21,503 - mmaction - INFO - Epoch [43][1360/3134] lr: 0.00100, eta: 1 day, 5:19:20, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7344, loss_cls: 2.3546, loss: 2.3546 2020-06-17 16:24:33,095 - mmaction - INFO - Epoch [43][1380/3134] lr: 0.00100, eta: 1 day, 5:19:08, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4344, top5_acc: 0.6813, loss_cls: 2.5359, loss: 2.5359 2020-06-17 16:24:44,809 - mmaction - INFO - Epoch [43][1400/3134] lr: 0.00100, eta: 1 day, 5:18:57, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7125, loss_cls: 2.5223, loss: 2.5223 2020-06-17 16:24:56,531 - mmaction - INFO - Epoch [43][1420/3134] lr: 0.00100, eta: 1 day, 5:18:45, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6813, loss_cls: 2.5276, loss: 2.5276 2020-06-17 16:25:08,334 - mmaction - INFO - Epoch [43][1440/3134] lr: 0.00100, eta: 1 day, 5:18:34, time: 0.591, data_time: 0.011, memory: 8339, top1_acc: 0.4219, top5_acc: 0.7094, loss_cls: 2.3854, loss: 2.3854 2020-06-17 16:25:19,933 - mmaction - INFO - Epoch [43][1460/3134] lr: 0.00100, eta: 1 day, 5:18:22, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6438, loss_cls: 2.7057, loss: 2.7057 2020-06-17 16:25:31,606 - mmaction - INFO - Epoch [43][1480/3134] lr: 0.00100, eta: 1 day, 5:18:10, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.4250, top5_acc: 0.7063, loss_cls: 2.4394, loss: 2.4394 2020-06-17 16:25:43,198 - mmaction - INFO - Epoch [43][1500/3134] lr: 0.00100, eta: 1 day, 5:17:58, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.4625, top5_acc: 0.6875, loss_cls: 2.3608, loss: 2.3608 2020-06-17 16:25:54,805 - mmaction - INFO - Epoch [43][1520/3134] lr: 0.00100, eta: 1 day, 5:17:46, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7156, loss_cls: 2.4319, loss: 2.4319 2020-06-17 16:26:06,457 - mmaction - INFO - Epoch [43][1540/3134] lr: 0.00100, eta: 1 day, 5:17:34, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4188, top5_acc: 0.7188, loss_cls: 2.5794, loss: 2.5794 2020-06-17 16:26:18,120 - mmaction - INFO - Epoch [43][1560/3134] lr: 0.00100, eta: 1 day, 5:17:23, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4125, top5_acc: 0.6531, loss_cls: 2.5590, loss: 2.5590 2020-06-17 16:26:29,712 - mmaction - INFO - Epoch [43][1580/3134] lr: 0.00100, eta: 1 day, 5:17:11, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4469, top5_acc: 0.6656, loss_cls: 2.5823, loss: 2.5823 2020-06-17 16:26:41,370 - mmaction - INFO - Epoch [43][1600/3134] lr: 0.00100, eta: 1 day, 5:16:59, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4062, top5_acc: 0.7125, loss_cls: 2.5608, loss: 2.5608 2020-06-17 16:26:52,958 - mmaction - INFO - Epoch [43][1620/3134] lr: 0.00100, eta: 1 day, 5:16:47, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3969, top5_acc: 0.6750, loss_cls: 2.6683, loss: 2.6683 2020-06-17 16:27:04,693 - mmaction - INFO - Epoch [43][1640/3134] lr: 0.00100, eta: 1 day, 5:16:36, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.4156, top5_acc: 0.6906, loss_cls: 2.5319, loss: 2.5319 2020-06-17 16:27:16,345 - mmaction - INFO - Epoch [43][1660/3134] lr: 0.00100, eta: 1 day, 5:16:24, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3844, top5_acc: 0.6937, loss_cls: 2.4892, loss: 2.4892 2020-06-17 16:27:27,913 - mmaction - INFO - Epoch [43][1680/3134] lr: 0.00100, eta: 1 day, 5:16:12, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7344, loss_cls: 2.4126, loss: 2.4126 2020-06-17 16:27:39,623 - mmaction - INFO - Epoch [43][1700/3134] lr: 0.00100, eta: 1 day, 5:16:00, time: 0.586, data_time: 0.007, memory: 8339, top1_acc: 0.4469, top5_acc: 0.6906, loss_cls: 2.4072, loss: 2.4072 2020-06-17 16:27:51,222 - mmaction - INFO - Epoch [43][1720/3134] lr: 0.00100, eta: 1 day, 5:15:48, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6906, loss_cls: 2.4610, loss: 2.4610 2020-06-17 16:28:02,843 - mmaction - INFO - Epoch [43][1740/3134] lr: 0.00100, eta: 1 day, 5:15:37, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3844, top5_acc: 0.6312, loss_cls: 2.6803, loss: 2.6803 2020-06-17 16:28:14,677 - mmaction - INFO - Epoch [43][1760/3134] lr: 0.00100, eta: 1 day, 5:15:25, time: 0.590, data_time: 0.010, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7063, loss_cls: 2.3947, loss: 2.3947 2020-06-17 16:28:26,282 - mmaction - INFO - Epoch [43][1780/3134] lr: 0.00100, eta: 1 day, 5:15:13, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.3937, top5_acc: 0.6750, loss_cls: 2.6892, loss: 2.6892 2020-06-17 16:28:37,932 - mmaction - INFO - Epoch [43][1800/3134] lr: 0.00100, eta: 1 day, 5:15:01, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7031, loss_cls: 2.5492, loss: 2.5492 2020-06-17 16:28:49,643 - mmaction - INFO - Epoch [43][1820/3134] lr: 0.00100, eta: 1 day, 5:14:50, time: 0.585, data_time: 0.008, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7063, loss_cls: 2.5183, loss: 2.5183 2020-06-17 16:29:01,321 - mmaction - INFO - Epoch [43][1840/3134] lr: 0.00100, eta: 1 day, 5:14:38, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6844, loss_cls: 2.5057, loss: 2.5057 2020-06-17 16:29:12,985 - mmaction - INFO - Epoch [43][1860/3134] lr: 0.00100, eta: 1 day, 5:14:26, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7031, loss_cls: 2.4629, loss: 2.4629 2020-06-17 16:29:24,595 - mmaction - INFO - Epoch [43][1880/3134] lr: 0.00100, eta: 1 day, 5:14:14, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3937, top5_acc: 0.7094, loss_cls: 2.5281, loss: 2.5281 2020-06-17 16:29:36,236 - mmaction - INFO - Epoch [43][1900/3134] lr: 0.00100, eta: 1 day, 5:14:03, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.4469, top5_acc: 0.6656, loss_cls: 2.5767, loss: 2.5767 2020-06-17 16:29:47,895 - mmaction - INFO - Epoch [43][1920/3134] lr: 0.00100, eta: 1 day, 5:13:51, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4375, top5_acc: 0.6781, loss_cls: 2.4968, loss: 2.4968 2020-06-17 16:29:59,517 - mmaction - INFO - Epoch [43][1940/3134] lr: 0.00100, eta: 1 day, 5:13:39, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4156, top5_acc: 0.6781, loss_cls: 2.5900, loss: 2.5900 2020-06-17 16:30:11,185 - mmaction - INFO - Epoch [43][1960/3134] lr: 0.00100, eta: 1 day, 5:13:27, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7406, loss_cls: 2.2749, loss: 2.2749 2020-06-17 16:30:22,837 - mmaction - INFO - Epoch [43][1980/3134] lr: 0.00100, eta: 1 day, 5:13:16, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7156, loss_cls: 2.4087, loss: 2.4087 2020-06-17 16:30:34,430 - mmaction - INFO - Epoch [43][2000/3134] lr: 0.00100, eta: 1 day, 5:13:04, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4437, top5_acc: 0.6781, loss_cls: 2.5249, loss: 2.5249 2020-06-17 16:30:46,107 - mmaction - INFO - Epoch [43][2020/3134] lr: 0.00100, eta: 1 day, 5:12:52, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.6750, loss_cls: 2.4385, loss: 2.4385 2020-06-17 16:30:57,734 - mmaction - INFO - Epoch [43][2040/3134] lr: 0.00100, eta: 1 day, 5:12:40, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7219, loss_cls: 2.3331, loss: 2.3331 2020-06-17 16:31:09,302 - mmaction - INFO - Epoch [43][2060/3134] lr: 0.00100, eta: 1 day, 5:12:28, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.4062, top5_acc: 0.6813, loss_cls: 2.6532, loss: 2.6532 2020-06-17 16:31:20,846 - mmaction - INFO - Epoch [43][2080/3134] lr: 0.00100, eta: 1 day, 5:12:16, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.3937, top5_acc: 0.6937, loss_cls: 2.5052, loss: 2.5052 2020-06-17 16:31:32,395 - mmaction - INFO - Epoch [43][2100/3134] lr: 0.00100, eta: 1 day, 5:12:04, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.4156, top5_acc: 0.6906, loss_cls: 2.6011, loss: 2.6011 2020-06-17 16:31:44,005 - mmaction - INFO - Epoch [43][2120/3134] lr: 0.00100, eta: 1 day, 5:11:53, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.4062, top5_acc: 0.6750, loss_cls: 2.5429, loss: 2.5429 2020-06-17 16:31:55,707 - mmaction - INFO - Epoch [43][2140/3134] lr: 0.00100, eta: 1 day, 5:11:41, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4062, top5_acc: 0.6781, loss_cls: 2.6434, loss: 2.6434 2020-06-17 16:32:07,426 - mmaction - INFO - Epoch [43][2160/3134] lr: 0.00100, eta: 1 day, 5:11:29, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.4156, top5_acc: 0.7063, loss_cls: 2.4564, loss: 2.4564 2020-06-17 16:32:19,056 - mmaction - INFO - Epoch [43][2180/3134] lr: 0.00100, eta: 1 day, 5:11:17, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7031, loss_cls: 2.5784, loss: 2.5784 2020-06-17 16:32:30,664 - mmaction - INFO - Epoch [43][2200/3134] lr: 0.00100, eta: 1 day, 5:11:06, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6750, loss_cls: 2.6586, loss: 2.6586 2020-06-17 16:32:42,377 - mmaction - INFO - Epoch [43][2220/3134] lr: 0.00100, eta: 1 day, 5:10:54, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6625, loss_cls: 2.6267, loss: 2.6267 2020-06-17 16:32:53,997 - mmaction - INFO - Epoch [43][2240/3134] lr: 0.00100, eta: 1 day, 5:10:42, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4594, top5_acc: 0.6719, loss_cls: 2.5228, loss: 2.5228 2020-06-17 16:33:05,680 - mmaction - INFO - Epoch [43][2260/3134] lr: 0.00100, eta: 1 day, 5:10:30, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7219, loss_cls: 2.3809, loss: 2.3809 2020-06-17 16:33:17,317 - mmaction - INFO - Epoch [43][2280/3134] lr: 0.00100, eta: 1 day, 5:10:19, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6375, loss_cls: 2.6278, loss: 2.6278 2020-06-17 16:33:28,995 - mmaction - INFO - Epoch [43][2300/3134] lr: 0.00100, eta: 1 day, 5:10:07, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6531, loss_cls: 2.6930, loss: 2.6930 2020-06-17 16:33:40,620 - mmaction - INFO - Epoch [43][2320/3134] lr: 0.00100, eta: 1 day, 5:09:55, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7031, loss_cls: 2.3839, loss: 2.3839 2020-06-17 16:33:52,280 - mmaction - INFO - Epoch [43][2340/3134] lr: 0.00100, eta: 1 day, 5:09:43, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4094, top5_acc: 0.6937, loss_cls: 2.5591, loss: 2.5591 2020-06-17 16:34:03,998 - mmaction - INFO - Epoch [43][2360/3134] lr: 0.00100, eta: 1 day, 5:09:32, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4500, top5_acc: 0.6969, loss_cls: 2.4767, loss: 2.4767 2020-06-17 16:34:15,561 - mmaction - INFO - Epoch [43][2380/3134] lr: 0.00100, eta: 1 day, 5:09:20, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4469, top5_acc: 0.6813, loss_cls: 2.5584, loss: 2.5584 2020-06-17 16:34:27,236 - mmaction - INFO - Epoch [43][2400/3134] lr: 0.00100, eta: 1 day, 5:09:08, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4500, top5_acc: 0.6906, loss_cls: 2.5134, loss: 2.5134 2020-06-17 16:34:38,826 - mmaction - INFO - Epoch [43][2420/3134] lr: 0.00100, eta: 1 day, 5:08:56, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6750, loss_cls: 2.6053, loss: 2.6053 2020-06-17 16:34:50,442 - mmaction - INFO - Epoch [43][2440/3134] lr: 0.00100, eta: 1 day, 5:08:44, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4250, top5_acc: 0.6625, loss_cls: 2.6924, loss: 2.6924 2020-06-17 16:35:02,051 - mmaction - INFO - Epoch [43][2460/3134] lr: 0.00100, eta: 1 day, 5:08:33, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7000, loss_cls: 2.5135, loss: 2.5135 2020-06-17 16:35:13,695 - mmaction - INFO - Epoch [43][2480/3134] lr: 0.00100, eta: 1 day, 5:08:21, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4156, top5_acc: 0.6781, loss_cls: 2.4813, loss: 2.4813 2020-06-17 16:35:25,244 - mmaction - INFO - Epoch [43][2500/3134] lr: 0.00100, eta: 1 day, 5:08:09, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4000, top5_acc: 0.6687, loss_cls: 2.6252, loss: 2.6252 2020-06-17 16:35:36,936 - mmaction - INFO - Epoch [43][2520/3134] lr: 0.00100, eta: 1 day, 5:07:57, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4000, top5_acc: 0.6844, loss_cls: 2.5986, loss: 2.5986 2020-06-17 16:35:48,589 - mmaction - INFO - Epoch [43][2540/3134] lr: 0.00100, eta: 1 day, 5:07:45, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3656, top5_acc: 0.6125, loss_cls: 2.8462, loss: 2.8462 2020-06-17 16:36:00,180 - mmaction - INFO - Epoch [43][2560/3134] lr: 0.00100, eta: 1 day, 5:07:34, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.4500, top5_acc: 0.6656, loss_cls: 2.6053, loss: 2.6053 2020-06-17 16:36:11,839 - mmaction - INFO - Epoch [43][2580/3134] lr: 0.00100, eta: 1 day, 5:07:22, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4125, top5_acc: 0.6875, loss_cls: 2.5181, loss: 2.5181 2020-06-17 16:36:23,430 - mmaction - INFO - Epoch [43][2600/3134] lr: 0.00100, eta: 1 day, 5:07:10, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6406, loss_cls: 2.6804, loss: 2.6804 2020-06-17 16:36:35,126 - mmaction - INFO - Epoch [43][2620/3134] lr: 0.00100, eta: 1 day, 5:06:58, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.3500, top5_acc: 0.6406, loss_cls: 2.8612, loss: 2.8612 2020-06-17 16:36:46,771 - mmaction - INFO - Epoch [43][2640/3134] lr: 0.00100, eta: 1 day, 5:06:46, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4219, top5_acc: 0.6875, loss_cls: 2.5571, loss: 2.5571 2020-06-17 16:36:58,427 - mmaction - INFO - Epoch [43][2660/3134] lr: 0.00100, eta: 1 day, 5:06:35, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3844, top5_acc: 0.6469, loss_cls: 2.6681, loss: 2.6681 2020-06-17 16:37:10,046 - mmaction - INFO - Epoch [43][2680/3134] lr: 0.00100, eta: 1 day, 5:06:23, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7156, loss_cls: 2.4207, loss: 2.4207 2020-06-17 16:37:21,662 - mmaction - INFO - Epoch [43][2700/3134] lr: 0.00100, eta: 1 day, 5:06:11, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7344, loss_cls: 2.3047, loss: 2.3047 2020-06-17 16:37:33,342 - mmaction - INFO - Epoch [43][2720/3134] lr: 0.00100, eta: 1 day, 5:05:59, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4219, top5_acc: 0.7000, loss_cls: 2.4232, loss: 2.4232 2020-06-17 16:37:45,014 - mmaction - INFO - Epoch [43][2740/3134] lr: 0.00100, eta: 1 day, 5:05:48, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4094, top5_acc: 0.6844, loss_cls: 2.5916, loss: 2.5916 2020-06-17 16:37:56,649 - mmaction - INFO - Epoch [43][2760/3134] lr: 0.00100, eta: 1 day, 5:05:36, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7125, loss_cls: 2.4238, loss: 2.4238 2020-06-17 16:38:08,215 - mmaction - INFO - Epoch [43][2780/3134] lr: 0.00100, eta: 1 day, 5:05:24, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7281, loss_cls: 2.2298, loss: 2.2298 2020-06-17 16:38:19,814 - mmaction - INFO - Epoch [43][2800/3134] lr: 0.00100, eta: 1 day, 5:05:12, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7219, loss_cls: 2.4190, loss: 2.4190 2020-06-17 16:38:31,462 - mmaction - INFO - Epoch [43][2820/3134] lr: 0.00100, eta: 1 day, 5:05:00, time: 0.582, data_time: 0.000, memory: 8339, top1_acc: 0.4250, top5_acc: 0.7125, loss_cls: 2.5646, loss: 2.5646 2020-06-17 16:38:43,146 - mmaction - INFO - Epoch [43][2840/3134] lr: 0.00100, eta: 1 day, 5:04:49, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7188, loss_cls: 2.3286, loss: 2.3286 2020-06-17 16:38:54,731 - mmaction - INFO - Epoch [43][2860/3134] lr: 0.00100, eta: 1 day, 5:04:37, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4250, top5_acc: 0.6656, loss_cls: 2.7519, loss: 2.7519 2020-06-17 16:39:06,372 - mmaction - INFO - Epoch [43][2880/3134] lr: 0.00100, eta: 1 day, 5:04:25, time: 0.582, data_time: 0.000, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7156, loss_cls: 2.4292, loss: 2.4292 2020-06-17 16:39:17,979 - mmaction - INFO - Epoch [43][2900/3134] lr: 0.00100, eta: 1 day, 5:04:13, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.4000, top5_acc: 0.6188, loss_cls: 2.7617, loss: 2.7617 2020-06-17 16:39:29,625 - mmaction - INFO - Epoch [43][2920/3134] lr: 0.00100, eta: 1 day, 5:04:01, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7094, loss_cls: 2.5021, loss: 2.5021 2020-06-17 16:39:41,229 - mmaction - INFO - Epoch [43][2940/3134] lr: 0.00100, eta: 1 day, 5:03:49, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3937, top5_acc: 0.6625, loss_cls: 2.6796, loss: 2.6796 2020-06-17 16:39:52,873 - mmaction - INFO - Epoch [43][2960/3134] lr: 0.00100, eta: 1 day, 5:03:38, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7125, loss_cls: 2.4521, loss: 2.4521 2020-06-17 16:40:04,486 - mmaction - INFO - Epoch [43][2980/3134] lr: 0.00100, eta: 1 day, 5:03:26, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6906, loss_cls: 2.5705, loss: 2.5705 2020-06-17 16:40:16,100 - mmaction - INFO - Epoch [43][3000/3134] lr: 0.00100, eta: 1 day, 5:03:14, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3937, top5_acc: 0.6344, loss_cls: 2.7106, loss: 2.7106 2020-06-17 16:40:27,736 - mmaction - INFO - Epoch [43][3020/3134] lr: 0.00100, eta: 1 day, 5:03:02, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7156, loss_cls: 2.3985, loss: 2.3985 2020-06-17 16:40:39,316 - mmaction - INFO - Epoch [43][3040/3134] lr: 0.00100, eta: 1 day, 5:02:50, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7312, loss_cls: 2.4536, loss: 2.4536 2020-06-17 16:40:50,986 - mmaction - INFO - Epoch [43][3060/3134] lr: 0.00100, eta: 1 day, 5:02:39, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4281, top5_acc: 0.7156, loss_cls: 2.5170, loss: 2.5170 2020-06-17 16:41:02,615 - mmaction - INFO - Epoch [43][3080/3134] lr: 0.00100, eta: 1 day, 5:02:27, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.4344, top5_acc: 0.6969, loss_cls: 2.4507, loss: 2.4507 2020-06-17 16:41:14,265 - mmaction - INFO - Epoch [43][3100/3134] lr: 0.00100, eta: 1 day, 5:02:15, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4031, top5_acc: 0.6500, loss_cls: 2.7515, loss: 2.7515 2020-06-17 16:41:25,886 - mmaction - INFO - Epoch [43][3120/3134] lr: 0.00100, eta: 1 day, 5:02:03, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4281, top5_acc: 0.7125, loss_cls: 2.4455, loss: 2.4455 2020-06-17 16:42:00,654 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-17 16:42:01,914 - mmaction - INFO - top1_acc 0.2801 top5_acc 0.5400 2020-06-17 16:42:01,931 - mmaction - INFO - Epoch [43][3134/3134] lr: 0.00100, top1_acc: 0.2801, top5_acc: 0.5400 2020-06-17 16:42:17,346 - mmaction - INFO - Epoch [44][20/3134] lr: 0.00100, eta: 1 day, 5:01:37, time: 0.769, data_time: 0.191, memory: 8339, top1_acc: 0.4094, top5_acc: 0.6969, loss_cls: 2.5839, loss: 2.5839 2020-06-17 16:42:28,942 - mmaction - INFO - Epoch [44][40/3134] lr: 0.00100, eta: 1 day, 5:01:26, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7031, loss_cls: 2.4239, loss: 2.4239 2020-06-17 16:42:40,630 - mmaction - INFO - Epoch [44][60/3134] lr: 0.00100, eta: 1 day, 5:01:14, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3937, top5_acc: 0.6656, loss_cls: 2.6072, loss: 2.6072 2020-06-17 16:42:52,221 - mmaction - INFO - Epoch [44][80/3134] lr: 0.00100, eta: 1 day, 5:01:02, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7125, loss_cls: 2.5015, loss: 2.5015 2020-06-17 16:43:03,928 - mmaction - INFO - Epoch [44][100/3134] lr: 0.00100, eta: 1 day, 5:00:50, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.3937, top5_acc: 0.6687, loss_cls: 2.6111, loss: 2.6111 2020-06-17 16:43:15,577 - mmaction - INFO - Epoch [44][120/3134] lr: 0.00100, eta: 1 day, 5:00:39, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3937, top5_acc: 0.6937, loss_cls: 2.5325, loss: 2.5325 2020-06-17 16:43:27,175 - mmaction - INFO - Epoch [44][140/3134] lr: 0.00100, eta: 1 day, 5:00:27, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4562, top5_acc: 0.6781, loss_cls: 2.5590, loss: 2.5590 2020-06-17 16:43:38,801 - mmaction - INFO - Epoch [44][160/3134] lr: 0.00100, eta: 1 day, 5:00:15, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.6906, loss_cls: 2.3677, loss: 2.3677 2020-06-17 16:43:50,508 - mmaction - INFO - Epoch [44][180/3134] lr: 0.00100, eta: 1 day, 5:00:03, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.4125, top5_acc: 0.6281, loss_cls: 2.6893, loss: 2.6893 2020-06-17 16:44:02,254 - mmaction - INFO - Epoch [44][200/3134] lr: 0.00100, eta: 1 day, 4:59:52, time: 0.588, data_time: 0.001, memory: 8339, top1_acc: 0.4781, top5_acc: 0.6937, loss_cls: 2.3746, loss: 2.3746 2020-06-17 16:44:13,907 - mmaction - INFO - Epoch [44][220/3134] lr: 0.00100, eta: 1 day, 4:59:40, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7562, loss_cls: 2.2212, loss: 2.2212 2020-06-17 16:44:25,568 - mmaction - INFO - Epoch [44][240/3134] lr: 0.00100, eta: 1 day, 4:59:28, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7562, loss_cls: 2.2535, loss: 2.2535 2020-06-17 16:44:37,210 - mmaction - INFO - Epoch [44][260/3134] lr: 0.00100, eta: 1 day, 4:59:16, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4250, top5_acc: 0.6719, loss_cls: 2.5912, loss: 2.5912 2020-06-17 16:44:48,882 - mmaction - INFO - Epoch [44][280/3134] lr: 0.00100, eta: 1 day, 4:59:05, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7250, loss_cls: 2.3706, loss: 2.3706 2020-06-17 16:45:00,434 - mmaction - INFO - Epoch [44][300/3134] lr: 0.00100, eta: 1 day, 4:58:53, time: 0.576, data_time: 0.000, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7063, loss_cls: 2.4454, loss: 2.4454 2020-06-17 16:45:12,090 - mmaction - INFO - Epoch [44][320/3134] lr: 0.00100, eta: 1 day, 4:58:41, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4500, top5_acc: 0.6750, loss_cls: 2.4749, loss: 2.4749 2020-06-17 16:45:23,723 - mmaction - INFO - Epoch [44][340/3134] lr: 0.00100, eta: 1 day, 4:58:29, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7000, loss_cls: 2.4360, loss: 2.4360 2020-06-17 16:45:35,294 - mmaction - INFO - Epoch [44][360/3134] lr: 0.00100, eta: 1 day, 4:58:17, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7063, loss_cls: 2.4180, loss: 2.4180 2020-06-17 16:45:46,888 - mmaction - INFO - Epoch [44][380/3134] lr: 0.00100, eta: 1 day, 4:58:05, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6781, loss_cls: 2.4806, loss: 2.4806 2020-06-17 16:45:58,615 - mmaction - INFO - Epoch [44][400/3134] lr: 0.00100, eta: 1 day, 4:57:54, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3937, top5_acc: 0.6750, loss_cls: 2.6415, loss: 2.6415 2020-06-17 16:46:10,276 - mmaction - INFO - Epoch [44][420/3134] lr: 0.00100, eta: 1 day, 4:57:42, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3406, top5_acc: 0.6656, loss_cls: 2.6269, loss: 2.6269 2020-06-17 16:46:22,000 - mmaction - INFO - Epoch [44][440/3134] lr: 0.00100, eta: 1 day, 4:57:30, time: 0.587, data_time: 0.001, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6844, loss_cls: 2.4807, loss: 2.4807 2020-06-17 16:46:33,593 - mmaction - INFO - Epoch [44][460/3134] lr: 0.00100, eta: 1 day, 4:57:18, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7000, loss_cls: 2.4915, loss: 2.4915 2020-06-17 16:46:45,102 - mmaction - INFO - Epoch [44][480/3134] lr: 0.00100, eta: 1 day, 4:57:07, time: 0.575, data_time: 0.000, memory: 8339, top1_acc: 0.4562, top5_acc: 0.6781, loss_cls: 2.5340, loss: 2.5340 2020-06-17 16:46:56,785 - mmaction - INFO - Epoch [44][500/3134] lr: 0.00100, eta: 1 day, 4:56:55, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4094, top5_acc: 0.6875, loss_cls: 2.5332, loss: 2.5332 2020-06-17 16:47:08,449 - mmaction - INFO - Epoch [44][520/3134] lr: 0.00100, eta: 1 day, 4:56:43, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.4031, top5_acc: 0.6562, loss_cls: 2.5873, loss: 2.5873 2020-06-17 16:47:20,118 - mmaction - INFO - Epoch [44][540/3134] lr: 0.00100, eta: 1 day, 4:56:31, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4219, top5_acc: 0.6937, loss_cls: 2.4823, loss: 2.4823 2020-06-17 16:47:31,756 - mmaction - INFO - Epoch [44][560/3134] lr: 0.00100, eta: 1 day, 4:56:19, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4219, top5_acc: 0.6406, loss_cls: 2.7020, loss: 2.7020 2020-06-17 16:47:43,481 - mmaction - INFO - Epoch [44][580/3134] lr: 0.00100, eta: 1 day, 4:56:08, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6562, loss_cls: 2.6087, loss: 2.6087 2020-06-17 16:47:55,119 - mmaction - INFO - Epoch [44][600/3134] lr: 0.00100, eta: 1 day, 4:55:56, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4406, top5_acc: 0.6687, loss_cls: 2.5227, loss: 2.5227 2020-06-17 16:48:06,732 - mmaction - INFO - Epoch [44][620/3134] lr: 0.00100, eta: 1 day, 4:55:44, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7031, loss_cls: 2.4271, loss: 2.4271 2020-06-17 16:48:18,415 - mmaction - INFO - Epoch [44][640/3134] lr: 0.00100, eta: 1 day, 4:55:32, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4156, top5_acc: 0.6937, loss_cls: 2.4586, loss: 2.4586 2020-06-17 16:48:30,064 - mmaction - INFO - Epoch [44][660/3134] lr: 0.00100, eta: 1 day, 4:55:21, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4437, top5_acc: 0.6937, loss_cls: 2.4777, loss: 2.4777 2020-06-17 16:48:41,738 - mmaction - INFO - Epoch [44][680/3134] lr: 0.00100, eta: 1 day, 4:55:09, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4094, top5_acc: 0.6687, loss_cls: 2.5428, loss: 2.5428 2020-06-17 16:48:53,362 - mmaction - INFO - Epoch [44][700/3134] lr: 0.00100, eta: 1 day, 4:54:57, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3937, top5_acc: 0.6469, loss_cls: 2.7259, loss: 2.7259 2020-06-17 16:49:04,916 - mmaction - INFO - Epoch [44][720/3134] lr: 0.00100, eta: 1 day, 4:54:45, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4406, top5_acc: 0.6906, loss_cls: 2.4829, loss: 2.4829 2020-06-17 16:49:16,565 - mmaction - INFO - Epoch [44][740/3134] lr: 0.00100, eta: 1 day, 4:54:33, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6781, loss_cls: 2.5766, loss: 2.5766 2020-06-17 16:49:28,124 - mmaction - INFO - Epoch [44][760/3134] lr: 0.00100, eta: 1 day, 4:54:22, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.4406, top5_acc: 0.6937, loss_cls: 2.4729, loss: 2.4729 2020-06-17 16:49:39,691 - mmaction - INFO - Epoch [44][780/3134] lr: 0.00100, eta: 1 day, 4:54:10, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7063, loss_cls: 2.3818, loss: 2.3818 2020-06-17 16:49:51,365 - mmaction - INFO - Epoch [44][800/3134] lr: 0.00100, eta: 1 day, 4:53:58, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.4437, top5_acc: 0.6969, loss_cls: 2.4809, loss: 2.4809 2020-06-17 16:50:03,095 - mmaction - INFO - Epoch [44][820/3134] lr: 0.00100, eta: 1 day, 4:53:46, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.4125, top5_acc: 0.6687, loss_cls: 2.5880, loss: 2.5880 2020-06-17 16:50:14,682 - mmaction - INFO - Epoch [44][840/3134] lr: 0.00100, eta: 1 day, 4:53:35, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4625, top5_acc: 0.6875, loss_cls: 2.3660, loss: 2.3660 2020-06-17 16:50:26,390 - mmaction - INFO - Epoch [44][860/3134] lr: 0.00100, eta: 1 day, 4:53:23, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6813, loss_cls: 2.4873, loss: 2.4873 2020-06-17 16:50:38,011 - mmaction - INFO - Epoch [44][880/3134] lr: 0.00100, eta: 1 day, 4:53:11, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6750, loss_cls: 2.6651, loss: 2.6651 2020-06-17 16:50:49,681 - mmaction - INFO - Epoch [44][900/3134] lr: 0.00100, eta: 1 day, 4:52:59, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7312, loss_cls: 2.3235, loss: 2.3235 2020-06-17 16:51:01,324 - mmaction - INFO - Epoch [44][920/3134] lr: 0.00100, eta: 1 day, 4:52:48, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.4500, top5_acc: 0.6719, loss_cls: 2.5519, loss: 2.5519 2020-06-17 16:51:12,960 - mmaction - INFO - Epoch [44][940/3134] lr: 0.00100, eta: 1 day, 4:52:36, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4062, top5_acc: 0.6438, loss_cls: 2.6180, loss: 2.6180 2020-06-17 16:51:24,536 - mmaction - INFO - Epoch [44][960/3134] lr: 0.00100, eta: 1 day, 4:52:24, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4375, top5_acc: 0.6844, loss_cls: 2.6161, loss: 2.6161 2020-06-17 16:51:36,137 - mmaction - INFO - Epoch [44][980/3134] lr: 0.00100, eta: 1 day, 4:52:12, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7188, loss_cls: 2.4165, loss: 2.4165 2020-06-17 16:51:47,759 - mmaction - INFO - Epoch [44][1000/3134] lr: 0.00100, eta: 1 day, 4:52:00, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4781, top5_acc: 0.6875, loss_cls: 2.4100, loss: 2.4100 2020-06-17 16:51:59,357 - mmaction - INFO - Epoch [44][1020/3134] lr: 0.00100, eta: 1 day, 4:51:48, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7094, loss_cls: 2.3627, loss: 2.3627 2020-06-17 16:52:11,053 - mmaction - INFO - Epoch [44][1040/3134] lr: 0.00100, eta: 1 day, 4:51:37, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7250, loss_cls: 2.3525, loss: 2.3525 2020-06-17 16:52:22,627 - mmaction - INFO - Epoch [44][1060/3134] lr: 0.00100, eta: 1 day, 4:51:25, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.3937, top5_acc: 0.6750, loss_cls: 2.5443, loss: 2.5443 2020-06-17 16:52:34,285 - mmaction - INFO - Epoch [44][1080/3134] lr: 0.00100, eta: 1 day, 4:51:13, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7219, loss_cls: 2.4888, loss: 2.4888 2020-06-17 16:52:45,865 - mmaction - INFO - Epoch [44][1100/3134] lr: 0.00100, eta: 1 day, 4:51:01, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7156, loss_cls: 2.3492, loss: 2.3492 2020-06-17 16:52:57,429 - mmaction - INFO - Epoch [44][1120/3134] lr: 0.00100, eta: 1 day, 4:50:49, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6719, loss_cls: 2.5766, loss: 2.5766 2020-06-17 16:53:09,121 - mmaction - INFO - Epoch [44][1140/3134] lr: 0.00100, eta: 1 day, 4:50:38, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7094, loss_cls: 2.3721, loss: 2.3721 2020-06-17 16:53:20,829 - mmaction - INFO - Epoch [44][1160/3134] lr: 0.00100, eta: 1 day, 4:50:26, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6594, loss_cls: 2.7090, loss: 2.7090 2020-06-17 16:53:32,439 - mmaction - INFO - Epoch [44][1180/3134] lr: 0.00100, eta: 1 day, 4:50:14, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7031, loss_cls: 2.4207, loss: 2.4207 2020-06-17 16:53:44,115 - mmaction - INFO - Epoch [44][1200/3134] lr: 0.00100, eta: 1 day, 4:50:02, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4156, top5_acc: 0.6719, loss_cls: 2.5137, loss: 2.5137 2020-06-17 16:53:55,736 - mmaction - INFO - Epoch [44][1220/3134] lr: 0.00100, eta: 1 day, 4:49:51, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7031, loss_cls: 2.4767, loss: 2.4767 2020-06-17 16:54:07,415 - mmaction - INFO - Epoch [44][1240/3134] lr: 0.00100, eta: 1 day, 4:49:39, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4062, top5_acc: 0.6906, loss_cls: 2.6510, loss: 2.6510 2020-06-17 16:54:19,032 - mmaction - INFO - Epoch [44][1260/3134] lr: 0.00100, eta: 1 day, 4:49:27, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7562, loss_cls: 2.1692, loss: 2.1692 2020-06-17 16:54:30,724 - mmaction - INFO - Epoch [44][1280/3134] lr: 0.00100, eta: 1 day, 4:49:15, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7125, loss_cls: 2.5093, loss: 2.5093 2020-06-17 16:54:42,316 - mmaction - INFO - Epoch [44][1300/3134] lr: 0.00100, eta: 1 day, 4:49:04, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.4219, top5_acc: 0.6875, loss_cls: 2.4702, loss: 2.4702 2020-06-17 16:54:54,046 - mmaction - INFO - Epoch [44][1320/3134] lr: 0.00100, eta: 1 day, 4:48:52, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4250, top5_acc: 0.7125, loss_cls: 2.5129, loss: 2.5129 2020-06-17 16:55:05,688 - mmaction - INFO - Epoch [44][1340/3134] lr: 0.00100, eta: 1 day, 4:48:40, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.4250, top5_acc: 0.6781, loss_cls: 2.5548, loss: 2.5548 2020-06-17 16:55:17,297 - mmaction - INFO - Epoch [44][1360/3134] lr: 0.00100, eta: 1 day, 4:48:28, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4469, top5_acc: 0.6813, loss_cls: 2.5310, loss: 2.5310 2020-06-17 16:55:28,935 - mmaction - INFO - Epoch [44][1380/3134] lr: 0.00100, eta: 1 day, 4:48:16, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4531, top5_acc: 0.6781, loss_cls: 2.4479, loss: 2.4479 2020-06-17 16:55:40,551 - mmaction - INFO - Epoch [44][1400/3134] lr: 0.00100, eta: 1 day, 4:48:05, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4156, top5_acc: 0.6937, loss_cls: 2.4558, loss: 2.4558 2020-06-17 16:55:52,277 - mmaction - INFO - Epoch [44][1420/3134] lr: 0.00100, eta: 1 day, 4:47:53, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.3812, top5_acc: 0.6500, loss_cls: 2.7690, loss: 2.7690 2020-06-17 16:56:03,831 - mmaction - INFO - Epoch [44][1440/3134] lr: 0.00100, eta: 1 day, 4:47:41, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.4156, top5_acc: 0.6750, loss_cls: 2.5878, loss: 2.5878 2020-06-17 16:56:15,431 - mmaction - INFO - Epoch [44][1460/3134] lr: 0.00100, eta: 1 day, 4:47:29, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4062, top5_acc: 0.6625, loss_cls: 2.6107, loss: 2.6107 2020-06-17 16:56:27,083 - mmaction - INFO - Epoch [44][1480/3134] lr: 0.00100, eta: 1 day, 4:47:18, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.6906, loss_cls: 2.4002, loss: 2.4002 2020-06-17 16:56:38,683 - mmaction - INFO - Epoch [44][1500/3134] lr: 0.00100, eta: 1 day, 4:47:06, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6719, loss_cls: 2.6416, loss: 2.6416 2020-06-17 16:56:50,285 - mmaction - INFO - Epoch [44][1520/3134] lr: 0.00100, eta: 1 day, 4:46:54, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6438, loss_cls: 2.6503, loss: 2.6503 2020-06-17 16:57:01,901 - mmaction - INFO - Epoch [44][1540/3134] lr: 0.00100, eta: 1 day, 4:46:42, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7063, loss_cls: 2.3574, loss: 2.3574 2020-06-17 16:57:13,510 - mmaction - INFO - Epoch [44][1560/3134] lr: 0.00100, eta: 1 day, 4:46:30, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7188, loss_cls: 2.3782, loss: 2.3782 2020-06-17 16:57:25,107 - mmaction - INFO - Epoch [44][1580/3134] lr: 0.00100, eta: 1 day, 4:46:18, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7188, loss_cls: 2.4396, loss: 2.4396 2020-06-17 16:57:36,724 - mmaction - INFO - Epoch [44][1600/3134] lr: 0.00100, eta: 1 day, 4:46:07, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4437, top5_acc: 0.6500, loss_cls: 2.5692, loss: 2.5692 2020-06-17 16:57:48,350 - mmaction - INFO - Epoch [44][1620/3134] lr: 0.00100, eta: 1 day, 4:45:55, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6906, loss_cls: 2.6086, loss: 2.6086 2020-06-17 16:57:59,936 - mmaction - INFO - Epoch [44][1640/3134] lr: 0.00100, eta: 1 day, 4:45:43, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.4219, top5_acc: 0.6813, loss_cls: 2.6045, loss: 2.6045 2020-06-17 16:58:11,628 - mmaction - INFO - Epoch [44][1660/3134] lr: 0.00100, eta: 1 day, 4:45:31, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7250, loss_cls: 2.4049, loss: 2.4049 2020-06-17 16:58:23,266 - mmaction - INFO - Epoch [44][1680/3134] lr: 0.00100, eta: 1 day, 4:45:19, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3969, top5_acc: 0.6719, loss_cls: 2.6751, loss: 2.6751 2020-06-17 16:58:34,909 - mmaction - INFO - Epoch [44][1700/3134] lr: 0.00100, eta: 1 day, 4:45:08, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4250, top5_acc: 0.6875, loss_cls: 2.5151, loss: 2.5151 2020-06-17 16:58:46,550 - mmaction - INFO - Epoch [44][1720/3134] lr: 0.00100, eta: 1 day, 4:44:56, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4469, top5_acc: 0.6687, loss_cls: 2.6660, loss: 2.6660 2020-06-17 16:58:58,189 - mmaction - INFO - Epoch [44][1740/3134] lr: 0.00100, eta: 1 day, 4:44:44, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6750, loss_cls: 2.6313, loss: 2.6313 2020-06-17 16:59:09,843 - mmaction - INFO - Epoch [44][1760/3134] lr: 0.00100, eta: 1 day, 4:44:32, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.4219, top5_acc: 0.6531, loss_cls: 2.4911, loss: 2.4911 2020-06-17 16:59:21,470 - mmaction - INFO - Epoch [44][1780/3134] lr: 0.00100, eta: 1 day, 4:44:21, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6344, loss_cls: 2.7348, loss: 2.7348 2020-06-17 16:59:33,126 - mmaction - INFO - Epoch [44][1800/3134] lr: 0.00100, eta: 1 day, 4:44:09, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4469, top5_acc: 0.6687, loss_cls: 2.5559, loss: 2.5559 2020-06-17 16:59:44,794 - mmaction - INFO - Epoch [44][1820/3134] lr: 0.00100, eta: 1 day, 4:43:57, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7750, loss_cls: 2.1018, loss: 2.1018 2020-06-17 16:59:56,430 - mmaction - INFO - Epoch [44][1840/3134] lr: 0.00100, eta: 1 day, 4:43:45, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4125, top5_acc: 0.7031, loss_cls: 2.5295, loss: 2.5295 2020-06-17 17:00:08,077 - mmaction - INFO - Epoch [44][1860/3134] lr: 0.00100, eta: 1 day, 4:43:33, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4000, top5_acc: 0.7031, loss_cls: 2.6861, loss: 2.6861 2020-06-17 17:00:20,216 - mmaction - INFO - Epoch [44][1880/3134] lr: 0.00100, eta: 1 day, 4:43:22, time: 0.609, data_time: 0.004, memory: 8339, top1_acc: 0.3969, top5_acc: 0.6750, loss_cls: 2.6899, loss: 2.6899 2020-06-17 17:00:32,066 - mmaction - INFO - Epoch [44][1900/3134] lr: 0.00100, eta: 1 day, 4:43:11, time: 0.591, data_time: 0.002, memory: 8339, top1_acc: 0.4469, top5_acc: 0.6813, loss_cls: 2.6338, loss: 2.6338 2020-06-17 17:00:43,722 - mmaction - INFO - Epoch [44][1920/3134] lr: 0.00100, eta: 1 day, 4:42:59, time: 0.583, data_time: 0.005, memory: 8339, top1_acc: 0.3969, top5_acc: 0.6469, loss_cls: 2.7066, loss: 2.7066 2020-06-17 17:00:55,328 - mmaction - INFO - Epoch [44][1940/3134] lr: 0.00100, eta: 1 day, 4:42:47, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4375, top5_acc: 0.6969, loss_cls: 2.4794, loss: 2.4794 2020-06-17 17:01:06,952 - mmaction - INFO - Epoch [44][1960/3134] lr: 0.00100, eta: 1 day, 4:42:35, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3844, top5_acc: 0.6781, loss_cls: 2.6432, loss: 2.6432 2020-06-17 17:01:18,568 - mmaction - INFO - Epoch [44][1980/3134] lr: 0.00100, eta: 1 day, 4:42:24, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7031, loss_cls: 2.4737, loss: 2.4737 2020-06-17 17:01:30,204 - mmaction - INFO - Epoch [44][2000/3134] lr: 0.00100, eta: 1 day, 4:42:12, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7031, loss_cls: 2.4173, loss: 2.4173 2020-06-17 17:01:41,904 - mmaction - INFO - Epoch [44][2020/3134] lr: 0.00100, eta: 1 day, 4:42:00, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3937, top5_acc: 0.6969, loss_cls: 2.5872, loss: 2.5872 2020-06-17 17:01:53,527 - mmaction - INFO - Epoch [44][2040/3134] lr: 0.00100, eta: 1 day, 4:41:48, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3969, top5_acc: 0.6750, loss_cls: 2.5258, loss: 2.5258 2020-06-17 17:02:05,143 - mmaction - INFO - Epoch [44][2060/3134] lr: 0.00100, eta: 1 day, 4:41:37, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4656, top5_acc: 0.6969, loss_cls: 2.4259, loss: 2.4259 2020-06-17 17:02:16,860 - mmaction - INFO - Epoch [44][2080/3134] lr: 0.00100, eta: 1 day, 4:41:25, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4000, top5_acc: 0.6906, loss_cls: 2.5068, loss: 2.5068 2020-06-17 17:02:28,467 - mmaction - INFO - Epoch [44][2100/3134] lr: 0.00100, eta: 1 day, 4:41:13, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.6906, loss_cls: 2.4654, loss: 2.4654 2020-06-17 17:02:40,082 - mmaction - INFO - Epoch [44][2120/3134] lr: 0.00100, eta: 1 day, 4:41:01, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7125, loss_cls: 2.3686, loss: 2.3686 2020-06-17 17:02:51,729 - mmaction - INFO - Epoch [44][2140/3134] lr: 0.00100, eta: 1 day, 4:40:49, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7094, loss_cls: 2.3740, loss: 2.3740 2020-06-17 17:03:03,349 - mmaction - INFO - Epoch [44][2160/3134] lr: 0.00100, eta: 1 day, 4:40:38, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7156, loss_cls: 2.5683, loss: 2.5683 2020-06-17 17:03:15,013 - mmaction - INFO - Epoch [44][2180/3134] lr: 0.00100, eta: 1 day, 4:40:26, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7094, loss_cls: 2.5428, loss: 2.5428 2020-06-17 17:03:26,680 - mmaction - INFO - Epoch [44][2200/3134] lr: 0.00100, eta: 1 day, 4:40:14, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4156, top5_acc: 0.6937, loss_cls: 2.5427, loss: 2.5427 2020-06-17 17:03:38,279 - mmaction - INFO - Epoch [44][2220/3134] lr: 0.00100, eta: 1 day, 4:40:02, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4125, top5_acc: 0.6469, loss_cls: 2.8538, loss: 2.8538 2020-06-17 17:03:49,959 - mmaction - INFO - Epoch [44][2240/3134] lr: 0.00100, eta: 1 day, 4:39:51, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6844, loss_cls: 2.5422, loss: 2.5422 2020-06-17 17:04:01,590 - mmaction - INFO - Epoch [44][2260/3134] lr: 0.00100, eta: 1 day, 4:39:39, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6969, loss_cls: 2.5303, loss: 2.5303 2020-06-17 17:04:13,175 - mmaction - INFO - Epoch [44][2280/3134] lr: 0.00100, eta: 1 day, 4:39:27, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7156, loss_cls: 2.3082, loss: 2.3082 2020-06-17 17:04:24,827 - mmaction - INFO - Epoch [44][2300/3134] lr: 0.00100, eta: 1 day, 4:39:15, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7031, loss_cls: 2.4804, loss: 2.4804 2020-06-17 17:04:36,501 - mmaction - INFO - Epoch [44][2320/3134] lr: 0.00100, eta: 1 day, 4:39:04, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7125, loss_cls: 2.5413, loss: 2.5413 2020-06-17 17:04:48,153 - mmaction - INFO - Epoch [44][2340/3134] lr: 0.00100, eta: 1 day, 4:38:52, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6594, loss_cls: 2.5722, loss: 2.5722 2020-06-17 17:04:59,752 - mmaction - INFO - Epoch [44][2360/3134] lr: 0.00100, eta: 1 day, 4:38:40, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7219, loss_cls: 2.4094, loss: 2.4094 2020-06-17 17:05:11,470 - mmaction - INFO - Epoch [44][2380/3134] lr: 0.00100, eta: 1 day, 4:38:28, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6906, loss_cls: 2.4179, loss: 2.4179 2020-06-17 17:05:23,072 - mmaction - INFO - Epoch [44][2400/3134] lr: 0.00100, eta: 1 day, 4:38:16, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6687, loss_cls: 2.6047, loss: 2.6047 2020-06-17 17:05:34,664 - mmaction - INFO - Epoch [44][2420/3134] lr: 0.00100, eta: 1 day, 4:38:05, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7063, loss_cls: 2.3638, loss: 2.3638 2020-06-17 17:05:46,292 - mmaction - INFO - Epoch [44][2440/3134] lr: 0.00100, eta: 1 day, 4:37:53, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4406, top5_acc: 0.6781, loss_cls: 2.4688, loss: 2.4688 2020-06-17 17:05:57,978 - mmaction - INFO - Epoch [44][2460/3134] lr: 0.00100, eta: 1 day, 4:37:41, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4219, top5_acc: 0.7094, loss_cls: 2.5178, loss: 2.5178 2020-06-17 17:06:09,605 - mmaction - INFO - Epoch [44][2480/3134] lr: 0.00100, eta: 1 day, 4:37:29, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7219, loss_cls: 2.3869, loss: 2.3869 2020-06-17 17:06:21,240 - mmaction - INFO - Epoch [44][2500/3134] lr: 0.00100, eta: 1 day, 4:37:18, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4375, top5_acc: 0.6750, loss_cls: 2.5983, loss: 2.5983 2020-06-17 17:06:32,957 - mmaction - INFO - Epoch [44][2520/3134] lr: 0.00100, eta: 1 day, 4:37:06, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7188, loss_cls: 2.4007, loss: 2.4007 2020-06-17 17:06:44,488 - mmaction - INFO - Epoch [44][2540/3134] lr: 0.00100, eta: 1 day, 4:36:54, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.4375, top5_acc: 0.6719, loss_cls: 2.5900, loss: 2.5900 2020-06-17 17:06:56,186 - mmaction - INFO - Epoch [44][2560/3134] lr: 0.00100, eta: 1 day, 4:36:42, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4156, top5_acc: 0.7188, loss_cls: 2.5231, loss: 2.5231 2020-06-17 17:07:07,879 - mmaction - INFO - Epoch [44][2580/3134] lr: 0.00100, eta: 1 day, 4:36:31, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7125, loss_cls: 2.2792, loss: 2.2792 2020-06-17 17:07:19,476 - mmaction - INFO - Epoch [44][2600/3134] lr: 0.00100, eta: 1 day, 4:36:19, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6750, loss_cls: 2.5907, loss: 2.5907 2020-06-17 17:07:31,105 - mmaction - INFO - Epoch [44][2620/3134] lr: 0.00100, eta: 1 day, 4:36:07, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7125, loss_cls: 2.4280, loss: 2.4280 2020-06-17 17:07:42,779 - mmaction - INFO - Epoch [44][2640/3134] lr: 0.00100, eta: 1 day, 4:35:55, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7000, loss_cls: 2.4656, loss: 2.4656 2020-06-17 17:07:54,357 - mmaction - INFO - Epoch [44][2660/3134] lr: 0.00100, eta: 1 day, 4:35:43, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4750, top5_acc: 0.6875, loss_cls: 2.4840, loss: 2.4840 2020-06-17 17:08:06,118 - mmaction - INFO - Epoch [44][2680/3134] lr: 0.00100, eta: 1 day, 4:35:32, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4406, top5_acc: 0.6906, loss_cls: 2.4389, loss: 2.4389 2020-06-17 17:08:17,743 - mmaction - INFO - Epoch [44][2700/3134] lr: 0.00100, eta: 1 day, 4:35:20, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7250, loss_cls: 2.4143, loss: 2.4143 2020-06-17 17:08:29,321 - mmaction - INFO - Epoch [44][2720/3134] lr: 0.00100, eta: 1 day, 4:35:08, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4219, top5_acc: 0.7250, loss_cls: 2.4946, loss: 2.4946 2020-06-17 17:08:41,011 - mmaction - INFO - Epoch [44][2740/3134] lr: 0.00100, eta: 1 day, 4:34:56, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4062, top5_acc: 0.6750, loss_cls: 2.5292, loss: 2.5292 2020-06-17 17:08:52,591 - mmaction - INFO - Epoch [44][2760/3134] lr: 0.00100, eta: 1 day, 4:34:44, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4375, top5_acc: 0.6687, loss_cls: 2.4866, loss: 2.4866 2020-06-17 17:09:04,268 - mmaction - INFO - Epoch [44][2780/3134] lr: 0.00100, eta: 1 day, 4:34:33, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4344, top5_acc: 0.6937, loss_cls: 2.5151, loss: 2.5151 2020-06-17 17:09:15,943 - mmaction - INFO - Epoch [44][2800/3134] lr: 0.00100, eta: 1 day, 4:34:21, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4156, top5_acc: 0.7031, loss_cls: 2.5639, loss: 2.5639 2020-06-17 17:09:27,569 - mmaction - INFO - Epoch [44][2820/3134] lr: 0.00100, eta: 1 day, 4:34:09, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4250, top5_acc: 0.6937, loss_cls: 2.5209, loss: 2.5209 2020-06-17 17:09:39,210 - mmaction - INFO - Epoch [44][2840/3134] lr: 0.00100, eta: 1 day, 4:33:57, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6937, loss_cls: 2.4804, loss: 2.4804 2020-06-17 17:09:50,802 - mmaction - INFO - Epoch [44][2860/3134] lr: 0.00100, eta: 1 day, 4:33:46, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4062, top5_acc: 0.6750, loss_cls: 2.6801, loss: 2.6801 2020-06-17 17:10:02,516 - mmaction - INFO - Epoch [44][2880/3134] lr: 0.00100, eta: 1 day, 4:33:34, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4219, top5_acc: 0.6969, loss_cls: 2.5629, loss: 2.5629 2020-06-17 17:10:14,123 - mmaction - INFO - Epoch [44][2900/3134] lr: 0.00100, eta: 1 day, 4:33:22, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7063, loss_cls: 2.4945, loss: 2.4945 2020-06-17 17:10:25,836 - mmaction - INFO - Epoch [44][2920/3134] lr: 0.00100, eta: 1 day, 4:33:10, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7031, loss_cls: 2.3828, loss: 2.3828 2020-06-17 17:10:37,513 - mmaction - INFO - Epoch [44][2940/3134] lr: 0.00100, eta: 1 day, 4:32:59, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7188, loss_cls: 2.3947, loss: 2.3947 2020-06-17 17:10:49,161 - mmaction - INFO - Epoch [44][2960/3134] lr: 0.00100, eta: 1 day, 4:32:47, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7625, loss_cls: 2.2370, loss: 2.2370 2020-06-17 17:11:00,835 - mmaction - INFO - Epoch [44][2980/3134] lr: 0.00100, eta: 1 day, 4:32:35, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3812, top5_acc: 0.6625, loss_cls: 2.5583, loss: 2.5583 2020-06-17 17:11:12,450 - mmaction - INFO - Epoch [44][3000/3134] lr: 0.00100, eta: 1 day, 4:32:23, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6937, loss_cls: 2.4687, loss: 2.4687 2020-06-17 17:11:24,044 - mmaction - INFO - Epoch [44][3020/3134] lr: 0.00100, eta: 1 day, 4:32:12, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7219, loss_cls: 2.4111, loss: 2.4111 2020-06-17 17:11:35,704 - mmaction - INFO - Epoch [44][3040/3134] lr: 0.00100, eta: 1 day, 4:32:00, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7000, loss_cls: 2.5038, loss: 2.5038 2020-06-17 17:11:47,390 - mmaction - INFO - Epoch [44][3060/3134] lr: 0.00100, eta: 1 day, 4:31:48, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4469, top5_acc: 0.6844, loss_cls: 2.5647, loss: 2.5647 2020-06-17 17:11:58,956 - mmaction - INFO - Epoch [44][3080/3134] lr: 0.00100, eta: 1 day, 4:31:36, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7312, loss_cls: 2.3522, loss: 2.3522 2020-06-17 17:12:10,589 - mmaction - INFO - Epoch [44][3100/3134] lr: 0.00100, eta: 1 day, 4:31:24, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4594, top5_acc: 0.6906, loss_cls: 2.5108, loss: 2.5108 2020-06-17 17:12:22,279 - mmaction - INFO - Epoch [44][3120/3134] lr: 0.00100, eta: 1 day, 4:31:13, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4125, top5_acc: 0.6813, loss_cls: 2.6095, loss: 2.6095 2020-06-17 17:13:01,670 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-17 17:13:02,926 - mmaction - INFO - top1_acc 0.2830 top5_acc 0.5406 2020-06-17 17:13:02,943 - mmaction - INFO - Epoch [44][3134/3134] lr: 0.00100, top1_acc: 0.2830, top5_acc: 0.5406 2020-06-17 17:13:18,108 - mmaction - INFO - Epoch [45][20/3134] lr: 0.00100, eta: 1 day, 4:30:47, time: 0.758, data_time: 0.179, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7375, loss_cls: 2.3256, loss: 2.3256 2020-06-17 17:13:29,674 - mmaction - INFO - Epoch [45][40/3134] lr: 0.00100, eta: 1 day, 4:30:35, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4375, top5_acc: 0.6875, loss_cls: 2.4434, loss: 2.4434 2020-06-17 17:13:41,317 - mmaction - INFO - Epoch [45][60/3134] lr: 0.00100, eta: 1 day, 4:30:23, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7063, loss_cls: 2.5140, loss: 2.5140 2020-06-17 17:13:52,975 - mmaction - INFO - Epoch [45][80/3134] lr: 0.00100, eta: 1 day, 4:30:11, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7063, loss_cls: 2.4491, loss: 2.4491 2020-06-17 17:14:04,575 - mmaction - INFO - Epoch [45][100/3134] lr: 0.00100, eta: 1 day, 4:30:00, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6594, loss_cls: 2.6322, loss: 2.6322 2020-06-17 17:14:16,140 - mmaction - INFO - Epoch [45][120/3134] lr: 0.00100, eta: 1 day, 4:29:48, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4469, top5_acc: 0.6781, loss_cls: 2.4776, loss: 2.4776 2020-06-17 17:14:27,744 - mmaction - INFO - Epoch [45][140/3134] lr: 0.00100, eta: 1 day, 4:29:36, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6625, loss_cls: 2.5470, loss: 2.5470 2020-06-17 17:14:39,431 - mmaction - INFO - Epoch [45][160/3134] lr: 0.00100, eta: 1 day, 4:29:24, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4281, top5_acc: 0.7312, loss_cls: 2.2954, loss: 2.2954 2020-06-17 17:14:51,051 - mmaction - INFO - Epoch [45][180/3134] lr: 0.00100, eta: 1 day, 4:29:12, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3969, top5_acc: 0.6312, loss_cls: 2.6763, loss: 2.6763 2020-06-17 17:15:02,676 - mmaction - INFO - Epoch [45][200/3134] lr: 0.00100, eta: 1 day, 4:29:01, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7250, loss_cls: 2.3392, loss: 2.3392 2020-06-17 17:15:14,270 - mmaction - INFO - Epoch [45][220/3134] lr: 0.00100, eta: 1 day, 4:28:49, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6406, loss_cls: 2.7090, loss: 2.7090 2020-06-17 17:15:25,890 - mmaction - INFO - Epoch [45][240/3134] lr: 0.00100, eta: 1 day, 4:28:37, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.4188, top5_acc: 0.7094, loss_cls: 2.4109, loss: 2.4109 2020-06-17 17:15:37,482 - mmaction - INFO - Epoch [45][260/3134] lr: 0.00100, eta: 1 day, 4:28:25, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7094, loss_cls: 2.3404, loss: 2.3404 2020-06-17 17:15:49,114 - mmaction - INFO - Epoch [45][280/3134] lr: 0.00100, eta: 1 day, 4:28:13, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.3937, top5_acc: 0.6500, loss_cls: 2.5964, loss: 2.5964 2020-06-17 17:16:00,759 - mmaction - INFO - Epoch [45][300/3134] lr: 0.00100, eta: 1 day, 4:28:02, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4562, top5_acc: 0.6937, loss_cls: 2.4503, loss: 2.4503 2020-06-17 17:16:12,360 - mmaction - INFO - Epoch [45][320/3134] lr: 0.00100, eta: 1 day, 4:27:50, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4406, top5_acc: 0.6813, loss_cls: 2.4533, loss: 2.4533 2020-06-17 17:16:23,979 - mmaction - INFO - Epoch [45][340/3134] lr: 0.00100, eta: 1 day, 4:27:38, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6937, loss_cls: 2.5285, loss: 2.5285 2020-06-17 17:16:35,644 - mmaction - INFO - Epoch [45][360/3134] lr: 0.00100, eta: 1 day, 4:27:26, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7344, loss_cls: 2.3183, loss: 2.3183 2020-06-17 17:16:47,241 - mmaction - INFO - Epoch [45][380/3134] lr: 0.00100, eta: 1 day, 4:27:14, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4094, top5_acc: 0.6844, loss_cls: 2.5504, loss: 2.5504 2020-06-17 17:16:58,832 - mmaction - INFO - Epoch [45][400/3134] lr: 0.00100, eta: 1 day, 4:27:03, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6844, loss_cls: 2.6486, loss: 2.6486 2020-06-17 17:17:10,488 - mmaction - INFO - Epoch [45][420/3134] lr: 0.00100, eta: 1 day, 4:26:51, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4406, top5_acc: 0.6750, loss_cls: 2.4698, loss: 2.4698 2020-06-17 17:17:22,178 - mmaction - INFO - Epoch [45][440/3134] lr: 0.00100, eta: 1 day, 4:26:39, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7000, loss_cls: 2.4579, loss: 2.4579 2020-06-17 17:17:33,759 - mmaction - INFO - Epoch [45][460/3134] lr: 0.00100, eta: 1 day, 4:26:27, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7188, loss_cls: 2.3791, loss: 2.3791 2020-06-17 17:17:45,341 - mmaction - INFO - Epoch [45][480/3134] lr: 0.00100, eta: 1 day, 4:26:15, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.4469, top5_acc: 0.6625, loss_cls: 2.6459, loss: 2.6459 2020-06-17 17:17:57,019 - mmaction - INFO - Epoch [45][500/3134] lr: 0.00100, eta: 1 day, 4:26:04, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4375, top5_acc: 0.6844, loss_cls: 2.6081, loss: 2.6081 2020-06-17 17:18:08,692 - mmaction - INFO - Epoch [45][520/3134] lr: 0.00100, eta: 1 day, 4:25:52, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6844, loss_cls: 2.5013, loss: 2.5013 2020-06-17 17:18:20,311 - mmaction - INFO - Epoch [45][540/3134] lr: 0.00100, eta: 1 day, 4:25:40, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7250, loss_cls: 2.3383, loss: 2.3383 2020-06-17 17:18:31,943 - mmaction - INFO - Epoch [45][560/3134] lr: 0.00100, eta: 1 day, 4:25:28, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.6781, loss_cls: 2.4834, loss: 2.4834 2020-06-17 17:18:43,593 - mmaction - INFO - Epoch [45][580/3134] lr: 0.00100, eta: 1 day, 4:25:17, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7250, loss_cls: 2.3385, loss: 2.3385 2020-06-17 17:18:55,239 - mmaction - INFO - Epoch [45][600/3134] lr: 0.00100, eta: 1 day, 4:25:05, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7188, loss_cls: 2.3582, loss: 2.3582 2020-06-17 17:19:06,847 - mmaction - INFO - Epoch [45][620/3134] lr: 0.00100, eta: 1 day, 4:24:53, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7156, loss_cls: 2.4415, loss: 2.4415 2020-06-17 17:19:18,497 - mmaction - INFO - Epoch [45][640/3134] lr: 0.00100, eta: 1 day, 4:24:41, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6875, loss_cls: 2.5799, loss: 2.5799 2020-06-17 17:19:30,161 - mmaction - INFO - Epoch [45][660/3134] lr: 0.00100, eta: 1 day, 4:24:29, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7188, loss_cls: 2.3550, loss: 2.3550 2020-06-17 17:19:41,786 - mmaction - INFO - Epoch [45][680/3134] lr: 0.00100, eta: 1 day, 4:24:18, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4250, top5_acc: 0.6844, loss_cls: 2.5865, loss: 2.5865 2020-06-17 17:19:53,456 - mmaction - INFO - Epoch [45][700/3134] lr: 0.00100, eta: 1 day, 4:24:06, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3937, top5_acc: 0.6656, loss_cls: 2.7302, loss: 2.7302 2020-06-17 17:20:05,143 - mmaction - INFO - Epoch [45][720/3134] lr: 0.00100, eta: 1 day, 4:23:54, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4375, top5_acc: 0.6813, loss_cls: 2.4973, loss: 2.4973 2020-06-17 17:20:16,785 - mmaction - INFO - Epoch [45][740/3134] lr: 0.00100, eta: 1 day, 4:23:42, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4219, top5_acc: 0.6531, loss_cls: 2.6162, loss: 2.6162 2020-06-17 17:20:28,414 - mmaction - INFO - Epoch [45][760/3134] lr: 0.00100, eta: 1 day, 4:23:31, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7156, loss_cls: 2.3482, loss: 2.3482 2020-06-17 17:20:40,043 - mmaction - INFO - Epoch [45][780/3134] lr: 0.00100, eta: 1 day, 4:23:19, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4250, top5_acc: 0.6937, loss_cls: 2.5566, loss: 2.5566 2020-06-17 17:20:51,575 - mmaction - INFO - Epoch [45][800/3134] lr: 0.00100, eta: 1 day, 4:23:07, time: 0.577, data_time: 0.000, memory: 8339, top1_acc: 0.4562, top5_acc: 0.6875, loss_cls: 2.4632, loss: 2.4632 2020-06-17 17:21:03,264 - mmaction - INFO - Epoch [45][820/3134] lr: 0.00100, eta: 1 day, 4:22:55, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4437, top5_acc: 0.6937, loss_cls: 2.3581, loss: 2.3581 2020-06-17 17:21:14,948 - mmaction - INFO - Epoch [45][840/3134] lr: 0.00100, eta: 1 day, 4:22:44, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7031, loss_cls: 2.4010, loss: 2.4010 2020-06-17 17:21:26,567 - mmaction - INFO - Epoch [45][860/3134] lr: 0.00100, eta: 1 day, 4:22:32, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4281, top5_acc: 0.7250, loss_cls: 2.4510, loss: 2.4510 2020-06-17 17:21:38,198 - mmaction - INFO - Epoch [45][880/3134] lr: 0.00100, eta: 1 day, 4:22:20, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7094, loss_cls: 2.3092, loss: 2.3092 2020-06-17 17:21:49,774 - mmaction - INFO - Epoch [45][900/3134] lr: 0.00100, eta: 1 day, 4:22:08, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4437, top5_acc: 0.6906, loss_cls: 2.4655, loss: 2.4655 2020-06-17 17:22:01,406 - mmaction - INFO - Epoch [45][920/3134] lr: 0.00100, eta: 1 day, 4:21:56, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7031, loss_cls: 2.3801, loss: 2.3801 2020-06-17 17:22:13,121 - mmaction - INFO - Epoch [45][940/3134] lr: 0.00100, eta: 1 day, 4:21:45, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.3719, top5_acc: 0.6625, loss_cls: 2.6905, loss: 2.6905 2020-06-17 17:22:24,805 - mmaction - INFO - Epoch [45][960/3134] lr: 0.00100, eta: 1 day, 4:21:33, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7000, loss_cls: 2.5155, loss: 2.5155 2020-06-17 17:22:36,435 - mmaction - INFO - Epoch [45][980/3134] lr: 0.00100, eta: 1 day, 4:21:21, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4125, top5_acc: 0.7094, loss_cls: 2.5523, loss: 2.5523 2020-06-17 17:22:48,098 - mmaction - INFO - Epoch [45][1000/3134] lr: 0.00100, eta: 1 day, 4:21:09, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3688, top5_acc: 0.6406, loss_cls: 2.7485, loss: 2.7485 2020-06-17 17:22:59,726 - mmaction - INFO - Epoch [45][1020/3134] lr: 0.00100, eta: 1 day, 4:20:58, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7000, loss_cls: 2.4473, loss: 2.4473 2020-06-17 17:23:11,362 - mmaction - INFO - Epoch [45][1040/3134] lr: 0.00100, eta: 1 day, 4:20:46, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7125, loss_cls: 2.4075, loss: 2.4075 2020-06-17 17:23:22,962 - mmaction - INFO - Epoch [45][1060/3134] lr: 0.00100, eta: 1 day, 4:20:34, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7125, loss_cls: 2.3580, loss: 2.3580 2020-06-17 17:23:34,544 - mmaction - INFO - Epoch [45][1080/3134] lr: 0.00100, eta: 1 day, 4:20:22, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6750, loss_cls: 2.4692, loss: 2.4692 2020-06-17 17:23:46,201 - mmaction - INFO - Epoch [45][1100/3134] lr: 0.00100, eta: 1 day, 4:20:10, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6750, loss_cls: 2.5576, loss: 2.5576 2020-06-17 17:23:57,802 - mmaction - INFO - Epoch [45][1120/3134] lr: 0.00100, eta: 1 day, 4:19:59, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7125, loss_cls: 2.4630, loss: 2.4630 2020-06-17 17:24:09,426 - mmaction - INFO - Epoch [45][1140/3134] lr: 0.00100, eta: 1 day, 4:19:47, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4344, top5_acc: 0.6906, loss_cls: 2.4926, loss: 2.4926 2020-06-17 17:24:21,041 - mmaction - INFO - Epoch [45][1160/3134] lr: 0.00100, eta: 1 day, 4:19:35, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6969, loss_cls: 2.6140, loss: 2.6140 2020-06-17 17:24:32,683 - mmaction - INFO - Epoch [45][1180/3134] lr: 0.00100, eta: 1 day, 4:19:23, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6844, loss_cls: 2.5702, loss: 2.5702 2020-06-17 17:24:44,316 - mmaction - INFO - Epoch [45][1200/3134] lr: 0.00100, eta: 1 day, 4:19:12, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7406, loss_cls: 2.2871, loss: 2.2871 2020-06-17 17:24:55,889 - mmaction - INFO - Epoch [45][1220/3134] lr: 0.00100, eta: 1 day, 4:19:00, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7312, loss_cls: 2.3446, loss: 2.3446 2020-06-17 17:25:07,571 - mmaction - INFO - Epoch [45][1240/3134] lr: 0.00100, eta: 1 day, 4:18:48, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7406, loss_cls: 2.2746, loss: 2.2746 2020-06-17 17:25:19,157 - mmaction - INFO - Epoch [45][1260/3134] lr: 0.00100, eta: 1 day, 4:18:36, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7063, loss_cls: 2.5167, loss: 2.5167 2020-06-17 17:25:30,820 - mmaction - INFO - Epoch [45][1280/3134] lr: 0.00100, eta: 1 day, 4:18:24, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6719, loss_cls: 2.5165, loss: 2.5165 2020-06-17 17:25:42,494 - mmaction - INFO - Epoch [45][1300/3134] lr: 0.00100, eta: 1 day, 4:18:13, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7031, loss_cls: 2.4988, loss: 2.4988 2020-06-17 17:25:54,171 - mmaction - INFO - Epoch [45][1320/3134] lr: 0.00100, eta: 1 day, 4:18:01, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.4094, top5_acc: 0.6469, loss_cls: 2.5945, loss: 2.5945 2020-06-17 17:26:05,763 - mmaction - INFO - Epoch [45][1340/3134] lr: 0.00100, eta: 1 day, 4:17:49, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4562, top5_acc: 0.6687, loss_cls: 2.5077, loss: 2.5077 2020-06-17 17:26:17,363 - mmaction - INFO - Epoch [45][1360/3134] lr: 0.00100, eta: 1 day, 4:17:37, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4156, top5_acc: 0.6844, loss_cls: 2.5790, loss: 2.5790 2020-06-17 17:26:28,995 - mmaction - INFO - Epoch [45][1380/3134] lr: 0.00100, eta: 1 day, 4:17:25, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7094, loss_cls: 2.3863, loss: 2.3863 2020-06-17 17:26:40,637 - mmaction - INFO - Epoch [45][1400/3134] lr: 0.00100, eta: 1 day, 4:17:14, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4594, top5_acc: 0.6906, loss_cls: 2.4457, loss: 2.4457 2020-06-17 17:26:52,237 - mmaction - INFO - Epoch [45][1420/3134] lr: 0.00100, eta: 1 day, 4:17:02, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4250, top5_acc: 0.6969, loss_cls: 2.5131, loss: 2.5131 2020-06-17 17:27:03,907 - mmaction - INFO - Epoch [45][1440/3134] lr: 0.00100, eta: 1 day, 4:16:50, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4344, top5_acc: 0.6906, loss_cls: 2.6251, loss: 2.6251 2020-06-17 17:27:15,460 - mmaction - INFO - Epoch [45][1460/3134] lr: 0.00100, eta: 1 day, 4:16:38, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7000, loss_cls: 2.3753, loss: 2.3753 2020-06-17 17:27:27,121 - mmaction - INFO - Epoch [45][1480/3134] lr: 0.00100, eta: 1 day, 4:16:26, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7094, loss_cls: 2.4374, loss: 2.4374 2020-06-17 17:27:38,797 - mmaction - INFO - Epoch [45][1500/3134] lr: 0.00100, eta: 1 day, 4:16:15, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7281, loss_cls: 2.4449, loss: 2.4449 2020-06-17 17:27:50,444 - mmaction - INFO - Epoch [45][1520/3134] lr: 0.00100, eta: 1 day, 4:16:03, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7000, loss_cls: 2.4556, loss: 2.4556 2020-06-17 17:28:02,039 - mmaction - INFO - Epoch [45][1540/3134] lr: 0.00100, eta: 1 day, 4:15:51, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4219, top5_acc: 0.6844, loss_cls: 2.4427, loss: 2.4427 2020-06-17 17:28:13,634 - mmaction - INFO - Epoch [45][1560/3134] lr: 0.00100, eta: 1 day, 4:15:39, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4156, top5_acc: 0.7000, loss_cls: 2.5116, loss: 2.5116 2020-06-17 17:28:25,249 - mmaction - INFO - Epoch [45][1580/3134] lr: 0.00100, eta: 1 day, 4:15:28, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7406, loss_cls: 2.2968, loss: 2.2968 2020-06-17 17:28:36,809 - mmaction - INFO - Epoch [45][1600/3134] lr: 0.00100, eta: 1 day, 4:15:16, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4437, top5_acc: 0.6687, loss_cls: 2.5474, loss: 2.5474 2020-06-17 17:28:48,488 - mmaction - INFO - Epoch [45][1620/3134] lr: 0.00100, eta: 1 day, 4:15:04, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7219, loss_cls: 2.4435, loss: 2.4435 2020-06-17 17:29:00,118 - mmaction - INFO - Epoch [45][1640/3134] lr: 0.00100, eta: 1 day, 4:14:52, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7344, loss_cls: 2.3712, loss: 2.3712 2020-06-17 17:29:11,703 - mmaction - INFO - Epoch [45][1660/3134] lr: 0.00100, eta: 1 day, 4:14:40, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4250, top5_acc: 0.7000, loss_cls: 2.4429, loss: 2.4429 2020-06-17 17:29:23,401 - mmaction - INFO - Epoch [45][1680/3134] lr: 0.00100, eta: 1 day, 4:14:29, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7344, loss_cls: 2.3566, loss: 2.3566 2020-06-17 17:29:35,054 - mmaction - INFO - Epoch [45][1700/3134] lr: 0.00100, eta: 1 day, 4:14:17, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4344, top5_acc: 0.6656, loss_cls: 2.4818, loss: 2.4818 2020-06-17 17:29:46,589 - mmaction - INFO - Epoch [45][1720/3134] lr: 0.00100, eta: 1 day, 4:14:05, time: 0.579, data_time: 0.004, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7250, loss_cls: 2.3098, loss: 2.3098 2020-06-17 17:29:58,149 - mmaction - INFO - Epoch [45][1740/3134] lr: 0.00100, eta: 1 day, 4:13:53, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7031, loss_cls: 2.3667, loss: 2.3667 2020-06-17 17:30:09,907 - mmaction - INFO - Epoch [45][1760/3134] lr: 0.00100, eta: 1 day, 4:13:42, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7531, loss_cls: 2.2327, loss: 2.2327 2020-06-17 17:30:21,468 - mmaction - INFO - Epoch [45][1780/3134] lr: 0.00100, eta: 1 day, 4:13:30, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7063, loss_cls: 2.4008, loss: 2.4008 2020-06-17 17:30:33,009 - mmaction - INFO - Epoch [45][1800/3134] lr: 0.00100, eta: 1 day, 4:13:18, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.4688, top5_acc: 0.6719, loss_cls: 2.4103, loss: 2.4103 2020-06-17 17:30:44,706 - mmaction - INFO - Epoch [45][1820/3134] lr: 0.00100, eta: 1 day, 4:13:06, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.6781, loss_cls: 2.4643, loss: 2.4643 2020-06-17 17:30:56,354 - mmaction - INFO - Epoch [45][1840/3134] lr: 0.00100, eta: 1 day, 4:12:54, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.3812, top5_acc: 0.6375, loss_cls: 2.6652, loss: 2.6652 2020-06-17 17:31:07,923 - mmaction - INFO - Epoch [45][1860/3134] lr: 0.00100, eta: 1 day, 4:12:42, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.4062, top5_acc: 0.6594, loss_cls: 2.6224, loss: 2.6224 2020-06-17 17:31:19,522 - mmaction - INFO - Epoch [45][1880/3134] lr: 0.00100, eta: 1 day, 4:12:31, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7031, loss_cls: 2.3182, loss: 2.3182 2020-06-17 17:31:31,151 - mmaction - INFO - Epoch [45][1900/3134] lr: 0.00100, eta: 1 day, 4:12:19, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.3844, top5_acc: 0.6344, loss_cls: 2.7873, loss: 2.7873 2020-06-17 17:31:42,856 - mmaction - INFO - Epoch [45][1920/3134] lr: 0.00100, eta: 1 day, 4:12:07, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4094, top5_acc: 0.7031, loss_cls: 2.4718, loss: 2.4718 2020-06-17 17:31:54,502 - mmaction - INFO - Epoch [45][1940/3134] lr: 0.00100, eta: 1 day, 4:11:55, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7063, loss_cls: 2.4348, loss: 2.4348 2020-06-17 17:32:06,169 - mmaction - INFO - Epoch [45][1960/3134] lr: 0.00100, eta: 1 day, 4:11:44, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4375, top5_acc: 0.6781, loss_cls: 2.5909, loss: 2.5909 2020-06-17 17:32:17,829 - mmaction - INFO - Epoch [45][1980/3134] lr: 0.00100, eta: 1 day, 4:11:32, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7531, loss_cls: 2.2746, loss: 2.2746 2020-06-17 17:32:29,446 - mmaction - INFO - Epoch [45][2000/3134] lr: 0.00100, eta: 1 day, 4:11:20, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4156, top5_acc: 0.7000, loss_cls: 2.4859, loss: 2.4859 2020-06-17 17:32:41,014 - mmaction - INFO - Epoch [45][2020/3134] lr: 0.00100, eta: 1 day, 4:11:08, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.3750, top5_acc: 0.6469, loss_cls: 2.7330, loss: 2.7330 2020-06-17 17:32:52,668 - mmaction - INFO - Epoch [45][2040/3134] lr: 0.00100, eta: 1 day, 4:10:56, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4062, top5_acc: 0.6562, loss_cls: 2.5722, loss: 2.5722 2020-06-17 17:33:04,291 - mmaction - INFO - Epoch [45][2060/3134] lr: 0.00100, eta: 1 day, 4:10:45, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4437, top5_acc: 0.6719, loss_cls: 2.5431, loss: 2.5431 2020-06-17 17:33:15,893 - mmaction - INFO - Epoch [45][2080/3134] lr: 0.00100, eta: 1 day, 4:10:33, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.4375, top5_acc: 0.6844, loss_cls: 2.5547, loss: 2.5547 2020-06-17 17:33:27,545 - mmaction - INFO - Epoch [45][2100/3134] lr: 0.00100, eta: 1 day, 4:10:21, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3937, top5_acc: 0.6687, loss_cls: 2.6360, loss: 2.6360 2020-06-17 17:33:39,192 - mmaction - INFO - Epoch [45][2120/3134] lr: 0.00100, eta: 1 day, 4:10:09, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.4437, top5_acc: 0.6781, loss_cls: 2.4999, loss: 2.4999 2020-06-17 17:33:50,807 - mmaction - INFO - Epoch [45][2140/3134] lr: 0.00100, eta: 1 day, 4:09:58, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7125, loss_cls: 2.4199, loss: 2.4199 2020-06-17 17:34:02,476 - mmaction - INFO - Epoch [45][2160/3134] lr: 0.00100, eta: 1 day, 4:09:46, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7000, loss_cls: 2.3823, loss: 2.3823 2020-06-17 17:34:14,144 - mmaction - INFO - Epoch [45][2180/3134] lr: 0.00100, eta: 1 day, 4:09:34, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6594, loss_cls: 2.4846, loss: 2.4846 2020-06-17 17:34:25,747 - mmaction - INFO - Epoch [45][2200/3134] lr: 0.00100, eta: 1 day, 4:09:22, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4688, top5_acc: 0.6844, loss_cls: 2.4340, loss: 2.4340 2020-06-17 17:34:37,458 - mmaction - INFO - Epoch [45][2220/3134] lr: 0.00100, eta: 1 day, 4:09:11, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4344, top5_acc: 0.6906, loss_cls: 2.5293, loss: 2.5293 2020-06-17 17:34:49,069 - mmaction - INFO - Epoch [45][2240/3134] lr: 0.00100, eta: 1 day, 4:08:59, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4250, top5_acc: 0.6844, loss_cls: 2.4837, loss: 2.4837 2020-06-17 17:35:00,686 - mmaction - INFO - Epoch [45][2260/3134] lr: 0.00100, eta: 1 day, 4:08:47, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6875, loss_cls: 2.4883, loss: 2.4883 2020-06-17 17:35:12,278 - mmaction - INFO - Epoch [45][2280/3134] lr: 0.00100, eta: 1 day, 4:08:35, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7500, loss_cls: 2.2513, loss: 2.2513 2020-06-17 17:35:23,951 - mmaction - INFO - Epoch [45][2300/3134] lr: 0.00100, eta: 1 day, 4:08:23, time: 0.583, data_time: 0.005, memory: 8339, top1_acc: 0.4000, top5_acc: 0.6750, loss_cls: 2.5737, loss: 2.5737 2020-06-17 17:35:35,606 - mmaction - INFO - Epoch [45][2320/3134] lr: 0.00100, eta: 1 day, 4:08:12, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4094, top5_acc: 0.6813, loss_cls: 2.6338, loss: 2.6338 2020-06-17 17:35:47,189 - mmaction - INFO - Epoch [45][2340/3134] lr: 0.00100, eta: 1 day, 4:08:00, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4437, top5_acc: 0.6844, loss_cls: 2.4975, loss: 2.4975 2020-06-17 17:35:58,895 - mmaction - INFO - Epoch [45][2360/3134] lr: 0.00100, eta: 1 day, 4:07:48, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4469, top5_acc: 0.6969, loss_cls: 2.5143, loss: 2.5143 2020-06-17 17:36:10,581 - mmaction - INFO - Epoch [45][2380/3134] lr: 0.00100, eta: 1 day, 4:07:36, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7125, loss_cls: 2.3929, loss: 2.3929 2020-06-17 17:36:22,204 - mmaction - INFO - Epoch [45][2400/3134] lr: 0.00100, eta: 1 day, 4:07:25, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4156, top5_acc: 0.6469, loss_cls: 2.6164, loss: 2.6164 2020-06-17 17:36:33,827 - mmaction - INFO - Epoch [45][2420/3134] lr: 0.00100, eta: 1 day, 4:07:13, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4000, top5_acc: 0.6500, loss_cls: 2.6924, loss: 2.6924 2020-06-17 17:36:45,424 - mmaction - INFO - Epoch [45][2440/3134] lr: 0.00100, eta: 1 day, 4:07:01, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6594, loss_cls: 2.5236, loss: 2.5236 2020-06-17 17:36:57,185 - mmaction - INFO - Epoch [45][2460/3134] lr: 0.00100, eta: 1 day, 4:06:49, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7219, loss_cls: 2.3992, loss: 2.3992 2020-06-17 17:37:08,792 - mmaction - INFO - Epoch [45][2480/3134] lr: 0.00100, eta: 1 day, 4:06:38, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4250, top5_acc: 0.6844, loss_cls: 2.5190, loss: 2.5190 2020-06-17 17:37:20,464 - mmaction - INFO - Epoch [45][2500/3134] lr: 0.00100, eta: 1 day, 4:06:26, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7063, loss_cls: 2.3159, loss: 2.3159 2020-06-17 17:37:32,092 - mmaction - INFO - Epoch [45][2520/3134] lr: 0.00100, eta: 1 day, 4:06:14, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6687, loss_cls: 2.6677, loss: 2.6677 2020-06-17 17:37:43,697 - mmaction - INFO - Epoch [45][2540/3134] lr: 0.00100, eta: 1 day, 4:06:02, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7250, loss_cls: 2.3552, loss: 2.3552 2020-06-17 17:37:55,357 - mmaction - INFO - Epoch [45][2560/3134] lr: 0.00100, eta: 1 day, 4:05:51, time: 0.583, data_time: 0.000, memory: 8339, top1_acc: 0.4375, top5_acc: 0.6781, loss_cls: 2.5428, loss: 2.5428 2020-06-17 17:38:06,965 - mmaction - INFO - Epoch [45][2580/3134] lr: 0.00100, eta: 1 day, 4:05:39, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4125, top5_acc: 0.7156, loss_cls: 2.4673, loss: 2.4673 2020-06-17 17:38:18,543 - mmaction - INFO - Epoch [45][2600/3134] lr: 0.00100, eta: 1 day, 4:05:27, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.4000, top5_acc: 0.6594, loss_cls: 2.7132, loss: 2.7132 2020-06-17 17:38:30,224 - mmaction - INFO - Epoch [45][2620/3134] lr: 0.00100, eta: 1 day, 4:05:15, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6500, loss_cls: 2.5954, loss: 2.5954 2020-06-17 17:38:41,879 - mmaction - INFO - Epoch [45][2640/3134] lr: 0.00100, eta: 1 day, 4:05:03, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7125, loss_cls: 2.4022, loss: 2.4022 2020-06-17 17:38:53,506 - mmaction - INFO - Epoch [45][2660/3134] lr: 0.00100, eta: 1 day, 4:04:52, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7031, loss_cls: 2.3420, loss: 2.3420 2020-06-17 17:39:05,100 - mmaction - INFO - Epoch [45][2680/3134] lr: 0.00100, eta: 1 day, 4:04:40, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4281, top5_acc: 0.7000, loss_cls: 2.5082, loss: 2.5082 2020-06-17 17:39:16,720 - mmaction - INFO - Epoch [45][2700/3134] lr: 0.00100, eta: 1 day, 4:04:28, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6906, loss_cls: 2.4629, loss: 2.4629 2020-06-17 17:39:28,411 - mmaction - INFO - Epoch [45][2720/3134] lr: 0.00100, eta: 1 day, 4:04:16, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4531, top5_acc: 0.6813, loss_cls: 2.4624, loss: 2.4624 2020-06-17 17:39:39,961 - mmaction - INFO - Epoch [45][2740/3134] lr: 0.00100, eta: 1 day, 4:04:04, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.4000, top5_acc: 0.6719, loss_cls: 2.5731, loss: 2.5731 2020-06-17 17:39:51,648 - mmaction - INFO - Epoch [45][2760/3134] lr: 0.00100, eta: 1 day, 4:03:53, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4125, top5_acc: 0.6562, loss_cls: 2.5726, loss: 2.5726 2020-06-17 17:40:03,340 - mmaction - INFO - Epoch [45][2780/3134] lr: 0.00100, eta: 1 day, 4:03:41, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4344, top5_acc: 0.6844, loss_cls: 2.3925, loss: 2.3925 2020-06-17 17:40:14,991 - mmaction - INFO - Epoch [45][2800/3134] lr: 0.00100, eta: 1 day, 4:03:29, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7406, loss_cls: 2.2678, loss: 2.2678 2020-06-17 17:40:26,709 - mmaction - INFO - Epoch [45][2820/3134] lr: 0.00100, eta: 1 day, 4:03:17, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.4031, top5_acc: 0.6813, loss_cls: 2.5085, loss: 2.5085 2020-06-17 17:40:38,505 - mmaction - INFO - Epoch [45][2840/3134] lr: 0.00100, eta: 1 day, 4:03:06, time: 0.595, data_time: 0.019, memory: 8339, top1_acc: 0.3969, top5_acc: 0.6375, loss_cls: 2.6575, loss: 2.6575 2020-06-17 17:40:50,112 - mmaction - INFO - Epoch [45][2860/3134] lr: 0.00100, eta: 1 day, 4:02:54, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6562, loss_cls: 2.6052, loss: 2.6052 2020-06-17 17:41:01,696 - mmaction - INFO - Epoch [45][2880/3134] lr: 0.00100, eta: 1 day, 4:02:42, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4469, top5_acc: 0.6875, loss_cls: 2.5244, loss: 2.5244 2020-06-17 17:41:13,309 - mmaction - INFO - Epoch [45][2900/3134] lr: 0.00100, eta: 1 day, 4:02:31, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4750, top5_acc: 0.6969, loss_cls: 2.3210, loss: 2.3210 2020-06-17 17:41:24,985 - mmaction - INFO - Epoch [45][2920/3134] lr: 0.00100, eta: 1 day, 4:02:19, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4062, top5_acc: 0.6500, loss_cls: 2.6057, loss: 2.6057 2020-06-17 17:41:36,661 - mmaction - INFO - Epoch [45][2940/3134] lr: 0.00100, eta: 1 day, 4:02:07, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6781, loss_cls: 2.6959, loss: 2.6959 2020-06-17 17:41:48,290 - mmaction - INFO - Epoch [45][2960/3134] lr: 0.00100, eta: 1 day, 4:01:55, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4250, top5_acc: 0.6969, loss_cls: 2.4776, loss: 2.4776 2020-06-17 17:41:59,917 - mmaction - INFO - Epoch [45][2980/3134] lr: 0.00100, eta: 1 day, 4:01:44, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3937, top5_acc: 0.6875, loss_cls: 2.5911, loss: 2.5911 2020-06-17 17:42:11,563 - mmaction - INFO - Epoch [45][3000/3134] lr: 0.00100, eta: 1 day, 4:01:32, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4344, top5_acc: 0.6969, loss_cls: 2.5011, loss: 2.5011 2020-06-17 17:42:23,131 - mmaction - INFO - Epoch [45][3020/3134] lr: 0.00100, eta: 1 day, 4:01:20, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7531, loss_cls: 2.3219, loss: 2.3219 2020-06-17 17:42:34,814 - mmaction - INFO - Epoch [45][3040/3134] lr: 0.00100, eta: 1 day, 4:01:08, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4250, top5_acc: 0.6406, loss_cls: 2.6172, loss: 2.6172 2020-06-17 17:42:46,496 - mmaction - INFO - Epoch [45][3060/3134] lr: 0.00100, eta: 1 day, 4:00:56, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4250, top5_acc: 0.6625, loss_cls: 2.6478, loss: 2.6478 2020-06-17 17:42:58,055 - mmaction - INFO - Epoch [45][3080/3134] lr: 0.00100, eta: 1 day, 4:00:45, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7125, loss_cls: 2.4635, loss: 2.4635 2020-06-17 17:43:09,674 - mmaction - INFO - Epoch [45][3100/3134] lr: 0.00100, eta: 1 day, 4:00:33, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7031, loss_cls: 2.4168, loss: 2.4168 2020-06-17 17:43:21,257 - mmaction - INFO - Epoch [45][3120/3134] lr: 0.00100, eta: 1 day, 4:00:21, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7250, loss_cls: 2.3868, loss: 2.3868 2020-06-17 17:43:56,731 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-17 17:43:57,989 - mmaction - INFO - top1_acc 0.2821 top5_acc 0.5395 2020-06-17 17:43:58,005 - mmaction - INFO - Epoch [45][3134/3134] lr: 0.00100, top1_acc: 0.2821, top5_acc: 0.5395 2020-06-17 17:44:13,220 - mmaction - INFO - Epoch [46][20/3134] lr: 0.00100, eta: 1 day, 3:59:55, time: 0.759, data_time: 0.179, memory: 8339, top1_acc: 0.4469, top5_acc: 0.6937, loss_cls: 2.5477, loss: 2.5477 2020-06-17 17:44:24,915 - mmaction - INFO - Epoch [46][40/3134] lr: 0.00100, eta: 1 day, 3:59:44, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6719, loss_cls: 2.5392, loss: 2.5392 2020-06-17 17:44:36,568 - mmaction - INFO - Epoch [46][60/3134] lr: 0.00100, eta: 1 day, 3:59:32, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7125, loss_cls: 2.4431, loss: 2.4431 2020-06-17 17:44:48,215 - mmaction - INFO - Epoch [46][80/3134] lr: 0.00100, eta: 1 day, 3:59:20, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.6813, loss_cls: 2.3892, loss: 2.3892 2020-06-17 17:44:59,825 - mmaction - INFO - Epoch [46][100/3134] lr: 0.00100, eta: 1 day, 3:59:08, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7531, loss_cls: 2.3168, loss: 2.3168 2020-06-17 17:45:11,544 - mmaction - INFO - Epoch [46][120/3134] lr: 0.00100, eta: 1 day, 3:58:57, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7469, loss_cls: 2.2688, loss: 2.2688 2020-06-17 17:45:23,196 - mmaction - INFO - Epoch [46][140/3134] lr: 0.00100, eta: 1 day, 3:58:45, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7063, loss_cls: 2.3897, loss: 2.3897 2020-06-17 17:45:34,787 - mmaction - INFO - Epoch [46][160/3134] lr: 0.00100, eta: 1 day, 3:58:33, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4031, top5_acc: 0.6781, loss_cls: 2.5958, loss: 2.5958 2020-06-17 17:45:46,450 - mmaction - INFO - Epoch [46][180/3134] lr: 0.00100, eta: 1 day, 3:58:21, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4625, top5_acc: 0.6719, loss_cls: 2.3488, loss: 2.3488 2020-06-17 17:45:58,107 - mmaction - INFO - Epoch [46][200/3134] lr: 0.00100, eta: 1 day, 3:58:10, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.2000, loss: 2.2000 2020-06-17 17:46:09,683 - mmaction - INFO - Epoch [46][220/3134] lr: 0.00100, eta: 1 day, 3:57:58, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6875, loss_cls: 2.4591, loss: 2.4591 2020-06-17 17:46:21,407 - mmaction - INFO - Epoch [46][240/3134] lr: 0.00100, eta: 1 day, 3:57:46, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.4531, top5_acc: 0.6937, loss_cls: 2.5173, loss: 2.5173 2020-06-17 17:46:33,045 - mmaction - INFO - Epoch [46][260/3134] lr: 0.00100, eta: 1 day, 3:57:34, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7344, loss_cls: 2.3107, loss: 2.3107 2020-06-17 17:46:44,664 - mmaction - INFO - Epoch [46][280/3134] lr: 0.00100, eta: 1 day, 3:57:23, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4500, top5_acc: 0.6750, loss_cls: 2.5524, loss: 2.5524 2020-06-17 17:46:56,257 - mmaction - INFO - Epoch [46][300/3134] lr: 0.00100, eta: 1 day, 3:57:11, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7125, loss_cls: 2.4093, loss: 2.4093 2020-06-17 17:47:07,885 - mmaction - INFO - Epoch [46][320/3134] lr: 0.00100, eta: 1 day, 3:56:59, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7094, loss_cls: 2.4224, loss: 2.4224 2020-06-17 17:47:19,578 - mmaction - INFO - Epoch [46][340/3134] lr: 0.00100, eta: 1 day, 3:56:47, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7531, loss_cls: 2.1832, loss: 2.1832 2020-06-17 17:47:31,151 - mmaction - INFO - Epoch [46][360/3134] lr: 0.00100, eta: 1 day, 3:56:35, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4250, top5_acc: 0.6906, loss_cls: 2.5721, loss: 2.5721 2020-06-17 17:47:42,830 - mmaction - INFO - Epoch [46][380/3134] lr: 0.00100, eta: 1 day, 3:56:24, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7312, loss_cls: 2.4043, loss: 2.4043 2020-06-17 17:47:54,423 - mmaction - INFO - Epoch [46][400/3134] lr: 0.00100, eta: 1 day, 3:56:12, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4156, top5_acc: 0.6625, loss_cls: 2.6491, loss: 2.6491 2020-06-17 17:48:06,007 - mmaction - INFO - Epoch [46][420/3134] lr: 0.00100, eta: 1 day, 3:56:00, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7250, loss_cls: 2.3117, loss: 2.3117 2020-06-17 17:48:17,650 - mmaction - INFO - Epoch [46][440/3134] lr: 0.00100, eta: 1 day, 3:55:48, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4000, top5_acc: 0.6813, loss_cls: 2.5508, loss: 2.5508 2020-06-17 17:48:29,317 - mmaction - INFO - Epoch [46][460/3134] lr: 0.00100, eta: 1 day, 3:55:37, time: 0.583, data_time: 0.000, memory: 8339, top1_acc: 0.4562, top5_acc: 0.6844, loss_cls: 2.5030, loss: 2.5030 2020-06-17 17:48:40,970 - mmaction - INFO - Epoch [46][480/3134] lr: 0.00100, eta: 1 day, 3:55:25, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4094, top5_acc: 0.7000, loss_cls: 2.4624, loss: 2.4624 2020-06-17 17:48:52,754 - mmaction - INFO - Epoch [46][500/3134] lr: 0.00100, eta: 1 day, 3:55:13, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7281, loss_cls: 2.3062, loss: 2.3062 2020-06-17 17:49:04,404 - mmaction - INFO - Epoch [46][520/3134] lr: 0.00100, eta: 1 day, 3:55:01, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4688, top5_acc: 0.6813, loss_cls: 2.4446, loss: 2.4446 2020-06-17 17:49:16,020 - mmaction - INFO - Epoch [46][540/3134] lr: 0.00100, eta: 1 day, 3:54:50, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.4219, top5_acc: 0.6656, loss_cls: 2.5076, loss: 2.5076 2020-06-17 17:49:27,650 - mmaction - INFO - Epoch [46][560/3134] lr: 0.00100, eta: 1 day, 3:54:38, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3937, top5_acc: 0.6562, loss_cls: 2.6109, loss: 2.6109 2020-06-17 17:49:39,204 - mmaction - INFO - Epoch [46][580/3134] lr: 0.00100, eta: 1 day, 3:54:26, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7438, loss_cls: 2.2585, loss: 2.2585 2020-06-17 17:49:50,881 - mmaction - INFO - Epoch [46][600/3134] lr: 0.00100, eta: 1 day, 3:54:14, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7125, loss_cls: 2.4296, loss: 2.4296 2020-06-17 17:50:02,500 - mmaction - INFO - Epoch [46][620/3134] lr: 0.00100, eta: 1 day, 3:54:03, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4281, top5_acc: 0.7250, loss_cls: 2.4433, loss: 2.4433 2020-06-17 17:50:14,150 - mmaction - INFO - Epoch [46][640/3134] lr: 0.00100, eta: 1 day, 3:53:51, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6875, loss_cls: 2.6199, loss: 2.6199 2020-06-17 17:50:25,790 - mmaction - INFO - Epoch [46][660/3134] lr: 0.00100, eta: 1 day, 3:53:39, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7125, loss_cls: 2.4254, loss: 2.4254 2020-06-17 17:50:37,399 - mmaction - INFO - Epoch [46][680/3134] lr: 0.00100, eta: 1 day, 3:53:27, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6844, loss_cls: 2.5521, loss: 2.5521 2020-06-17 17:50:49,018 - mmaction - INFO - Epoch [46][700/3134] lr: 0.00100, eta: 1 day, 3:53:15, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4344, top5_acc: 0.6969, loss_cls: 2.3692, loss: 2.3692 2020-06-17 17:51:00,679 - mmaction - INFO - Epoch [46][720/3134] lr: 0.00100, eta: 1 day, 3:53:04, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7125, loss_cls: 2.4132, loss: 2.4132 2020-06-17 17:51:12,278 - mmaction - INFO - Epoch [46][740/3134] lr: 0.00100, eta: 1 day, 3:52:52, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6969, loss_cls: 2.5311, loss: 2.5311 2020-06-17 17:51:23,897 - mmaction - INFO - Epoch [46][760/3134] lr: 0.00100, eta: 1 day, 3:52:40, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7031, loss_cls: 2.4532, loss: 2.4532 2020-06-17 17:51:35,527 - mmaction - INFO - Epoch [46][780/3134] lr: 0.00100, eta: 1 day, 3:52:28, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4437, top5_acc: 0.6906, loss_cls: 2.4560, loss: 2.4560 2020-06-17 17:51:47,163 - mmaction - INFO - Epoch [46][800/3134] lr: 0.00100, eta: 1 day, 3:52:16, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7500, loss_cls: 2.2152, loss: 2.2152 2020-06-17 17:51:58,769 - mmaction - INFO - Epoch [46][820/3134] lr: 0.00100, eta: 1 day, 3:52:05, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7031, loss_cls: 2.4221, loss: 2.4221 2020-06-17 17:52:10,353 - mmaction - INFO - Epoch [46][840/3134] lr: 0.00100, eta: 1 day, 3:51:53, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7188, loss_cls: 2.3818, loss: 2.3818 2020-06-17 17:52:22,009 - mmaction - INFO - Epoch [46][860/3134] lr: 0.00100, eta: 1 day, 3:51:41, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7281, loss_cls: 2.3293, loss: 2.3293 2020-06-17 17:52:33,571 - mmaction - INFO - Epoch [46][880/3134] lr: 0.00100, eta: 1 day, 3:51:29, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7125, loss_cls: 2.3559, loss: 2.3559 2020-06-17 17:52:45,109 - mmaction - INFO - Epoch [46][900/3134] lr: 0.00100, eta: 1 day, 3:51:17, time: 0.576, data_time: 0.000, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7094, loss_cls: 2.4452, loss: 2.4452 2020-06-17 17:52:56,769 - mmaction - INFO - Epoch [46][920/3134] lr: 0.00100, eta: 1 day, 3:51:06, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4000, top5_acc: 0.7125, loss_cls: 2.4822, loss: 2.4822 2020-06-17 17:53:08,384 - mmaction - INFO - Epoch [46][940/3134] lr: 0.00100, eta: 1 day, 3:50:54, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7094, loss_cls: 2.4757, loss: 2.4757 2020-06-17 17:53:20,038 - mmaction - INFO - Epoch [46][960/3134] lr: 0.00100, eta: 1 day, 3:50:42, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4031, top5_acc: 0.7125, loss_cls: 2.4942, loss: 2.4942 2020-06-17 17:53:31,684 - mmaction - INFO - Epoch [46][980/3134] lr: 0.00100, eta: 1 day, 3:50:30, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.4125, top5_acc: 0.6500, loss_cls: 2.6920, loss: 2.6920 2020-06-17 17:53:43,272 - mmaction - INFO - Epoch [46][1000/3134] lr: 0.00100, eta: 1 day, 3:50:19, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4437, top5_acc: 0.6719, loss_cls: 2.5218, loss: 2.5218 2020-06-17 17:53:54,880 - mmaction - INFO - Epoch [46][1020/3134] lr: 0.00100, eta: 1 day, 3:50:07, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4156, top5_acc: 0.7094, loss_cls: 2.4770, loss: 2.4770 2020-06-17 17:54:06,521 - mmaction - INFO - Epoch [46][1040/3134] lr: 0.00100, eta: 1 day, 3:49:55, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4156, top5_acc: 0.7031, loss_cls: 2.5150, loss: 2.5150 2020-06-17 17:54:18,106 - mmaction - INFO - Epoch [46][1060/3134] lr: 0.00100, eta: 1 day, 3:49:43, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7125, loss_cls: 2.2907, loss: 2.2907 2020-06-17 17:54:29,830 - mmaction - INFO - Epoch [46][1080/3134] lr: 0.00100, eta: 1 day, 3:49:31, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7156, loss_cls: 2.4012, loss: 2.4012 2020-06-17 17:54:41,456 - mmaction - INFO - Epoch [46][1100/3134] lr: 0.00100, eta: 1 day, 3:49:20, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4531, top5_acc: 0.6875, loss_cls: 2.5860, loss: 2.5860 2020-06-17 17:54:53,012 - mmaction - INFO - Epoch [46][1120/3134] lr: 0.00100, eta: 1 day, 3:49:08, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6625, loss_cls: 2.5377, loss: 2.5377 2020-06-17 17:55:04,731 - mmaction - INFO - Epoch [46][1140/3134] lr: 0.00100, eta: 1 day, 3:48:56, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6906, loss_cls: 2.5308, loss: 2.5308 2020-06-17 17:55:16,348 - mmaction - INFO - Epoch [46][1160/3134] lr: 0.00100, eta: 1 day, 3:48:44, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6875, loss_cls: 2.5580, loss: 2.5580 2020-06-17 17:55:27,951 - mmaction - INFO - Epoch [46][1180/3134] lr: 0.00100, eta: 1 day, 3:48:33, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4156, top5_acc: 0.6625, loss_cls: 2.7442, loss: 2.7442 2020-06-17 17:55:39,637 - mmaction - INFO - Epoch [46][1200/3134] lr: 0.00100, eta: 1 day, 3:48:21, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4125, top5_acc: 0.6719, loss_cls: 2.5461, loss: 2.5461 2020-06-17 17:55:51,207 - mmaction - INFO - Epoch [46][1220/3134] lr: 0.00100, eta: 1 day, 3:48:09, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7531, loss_cls: 2.1779, loss: 2.1779 2020-06-17 17:56:02,771 - mmaction - INFO - Epoch [46][1240/3134] lr: 0.00100, eta: 1 day, 3:47:57, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4250, top5_acc: 0.6844, loss_cls: 2.5376, loss: 2.5376 2020-06-17 17:56:14,423 - mmaction - INFO - Epoch [46][1260/3134] lr: 0.00100, eta: 1 day, 3:47:45, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4406, top5_acc: 0.6844, loss_cls: 2.5647, loss: 2.5647 2020-06-17 17:56:26,023 - mmaction - INFO - Epoch [46][1280/3134] lr: 0.00100, eta: 1 day, 3:47:34, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7375, loss_cls: 2.3271, loss: 2.3271 2020-06-17 17:56:37,677 - mmaction - INFO - Epoch [46][1300/3134] lr: 0.00100, eta: 1 day, 3:47:22, time: 0.582, data_time: 0.000, memory: 8339, top1_acc: 0.4125, top5_acc: 0.6937, loss_cls: 2.4366, loss: 2.4366 2020-06-17 17:56:49,307 - mmaction - INFO - Epoch [46][1320/3134] lr: 0.00100, eta: 1 day, 3:47:10, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7000, loss_cls: 2.4463, loss: 2.4463 2020-06-17 17:57:00,904 - mmaction - INFO - Epoch [46][1340/3134] lr: 0.00100, eta: 1 day, 3:46:58, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7469, loss_cls: 2.2313, loss: 2.2313 2020-06-17 17:57:12,475 - mmaction - INFO - Epoch [46][1360/3134] lr: 0.00100, eta: 1 day, 3:46:46, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4406, top5_acc: 0.6781, loss_cls: 2.5987, loss: 2.5987 2020-06-17 17:57:24,213 - mmaction - INFO - Epoch [46][1380/3134] lr: 0.00100, eta: 1 day, 3:46:35, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7156, loss_cls: 2.4567, loss: 2.4567 2020-06-17 17:57:35,831 - mmaction - INFO - Epoch [46][1400/3134] lr: 0.00100, eta: 1 day, 3:46:23, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4094, top5_acc: 0.7031, loss_cls: 2.4097, loss: 2.4097 2020-06-17 17:57:47,436 - mmaction - INFO - Epoch [46][1420/3134] lr: 0.00100, eta: 1 day, 3:46:11, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4250, top5_acc: 0.6625, loss_cls: 2.6745, loss: 2.6745 2020-06-17 17:57:59,095 - mmaction - INFO - Epoch [46][1440/3134] lr: 0.00100, eta: 1 day, 3:45:59, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4281, top5_acc: 0.7094, loss_cls: 2.4936, loss: 2.4936 2020-06-17 17:58:10,757 - mmaction - INFO - Epoch [46][1460/3134] lr: 0.00100, eta: 1 day, 3:45:48, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4469, top5_acc: 0.6687, loss_cls: 2.4755, loss: 2.4755 2020-06-17 17:58:22,297 - mmaction - INFO - Epoch [46][1480/3134] lr: 0.00100, eta: 1 day, 3:45:36, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4125, top5_acc: 0.6750, loss_cls: 2.6458, loss: 2.6458 2020-06-17 17:58:33,884 - mmaction - INFO - Epoch [46][1500/3134] lr: 0.00100, eta: 1 day, 3:45:24, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4375, top5_acc: 0.6875, loss_cls: 2.4388, loss: 2.4388 2020-06-17 17:58:45,503 - mmaction - INFO - Epoch [46][1520/3134] lr: 0.00100, eta: 1 day, 3:45:12, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4125, top5_acc: 0.6562, loss_cls: 2.6395, loss: 2.6395 2020-06-17 17:58:57,095 - mmaction - INFO - Epoch [46][1540/3134] lr: 0.00100, eta: 1 day, 3:45:00, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4031, top5_acc: 0.6969, loss_cls: 2.6364, loss: 2.6364 2020-06-17 17:59:08,653 - mmaction - INFO - Epoch [46][1560/3134] lr: 0.00100, eta: 1 day, 3:44:48, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.4375, top5_acc: 0.6937, loss_cls: 2.4559, loss: 2.4559 2020-06-17 17:59:20,320 - mmaction - INFO - Epoch [46][1580/3134] lr: 0.00100, eta: 1 day, 3:44:37, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4531, top5_acc: 0.6750, loss_cls: 2.4738, loss: 2.4738 2020-06-17 17:59:32,036 - mmaction - INFO - Epoch [46][1600/3134] lr: 0.00100, eta: 1 day, 3:44:25, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.4094, top5_acc: 0.6844, loss_cls: 2.4773, loss: 2.4773 2020-06-17 17:59:43,609 - mmaction - INFO - Epoch [46][1620/3134] lr: 0.00100, eta: 1 day, 3:44:13, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4188, top5_acc: 0.7250, loss_cls: 2.4073, loss: 2.4073 2020-06-17 17:59:55,258 - mmaction - INFO - Epoch [46][1640/3134] lr: 0.00100, eta: 1 day, 3:44:01, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4469, top5_acc: 0.6875, loss_cls: 2.3871, loss: 2.3871 2020-06-17 18:00:07,462 - mmaction - INFO - Epoch [46][1660/3134] lr: 0.00100, eta: 1 day, 3:43:50, time: 0.600, data_time: 0.001, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7562, loss_cls: 2.1878, loss: 2.1878 2020-06-17 18:00:19,698 - mmaction - INFO - Epoch [46][1680/3134] lr: 0.00100, eta: 1 day, 3:43:39, time: 0.621, data_time: 0.017, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7094, loss_cls: 2.2666, loss: 2.2666 2020-06-17 18:00:31,583 - mmaction - INFO - Epoch [46][1700/3134] lr: 0.00100, eta: 1 day, 3:43:28, time: 0.595, data_time: 0.003, memory: 8339, top1_acc: 0.4562, top5_acc: 0.6844, loss_cls: 2.3433, loss: 2.3433 2020-06-17 18:00:43,260 - mmaction - INFO - Epoch [46][1720/3134] lr: 0.00100, eta: 1 day, 3:43:16, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7219, loss_cls: 2.3283, loss: 2.3283 2020-06-17 18:00:54,912 - mmaction - INFO - Epoch [46][1740/3134] lr: 0.00100, eta: 1 day, 3:43:04, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7125, loss_cls: 2.4065, loss: 2.4065 2020-06-17 18:01:06,620 - mmaction - INFO - Epoch [46][1760/3134] lr: 0.00100, eta: 1 day, 3:42:53, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.4562, top5_acc: 0.6875, loss_cls: 2.4611, loss: 2.4611 2020-06-17 18:01:18,254 - mmaction - INFO - Epoch [46][1780/3134] lr: 0.00100, eta: 1 day, 3:42:41, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7250, loss_cls: 2.3782, loss: 2.3782 2020-06-17 18:01:29,862 - mmaction - INFO - Epoch [46][1800/3134] lr: 0.00100, eta: 1 day, 3:42:29, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7219, loss_cls: 2.3278, loss: 2.3278 2020-06-17 18:01:41,466 - mmaction - INFO - Epoch [46][1820/3134] lr: 0.00100, eta: 1 day, 3:42:17, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7094, loss_cls: 2.3306, loss: 2.3306 2020-06-17 18:01:53,062 - mmaction - INFO - Epoch [46][1840/3134] lr: 0.00100, eta: 1 day, 3:42:05, time: 0.578, data_time: 0.004, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7219, loss_cls: 2.3786, loss: 2.3786 2020-06-17 18:02:04,653 - mmaction - INFO - Epoch [46][1860/3134] lr: 0.00100, eta: 1 day, 3:41:54, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6969, loss_cls: 2.4863, loss: 2.4863 2020-06-17 18:02:16,308 - mmaction - INFO - Epoch [46][1880/3134] lr: 0.00100, eta: 1 day, 3:41:42, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7750, loss_cls: 2.1961, loss: 2.1961 2020-06-17 18:02:28,035 - mmaction - INFO - Epoch [46][1900/3134] lr: 0.00100, eta: 1 day, 3:41:30, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.4375, top5_acc: 0.6969, loss_cls: 2.4871, loss: 2.4871 2020-06-17 18:02:39,661 - mmaction - INFO - Epoch [46][1920/3134] lr: 0.00100, eta: 1 day, 3:41:19, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.4094, top5_acc: 0.6969, loss_cls: 2.4799, loss: 2.4799 2020-06-17 18:02:51,391 - mmaction - INFO - Epoch [46][1940/3134] lr: 0.00100, eta: 1 day, 3:41:07, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4031, top5_acc: 0.6937, loss_cls: 2.6163, loss: 2.6163 2020-06-17 18:03:03,014 - mmaction - INFO - Epoch [46][1960/3134] lr: 0.00100, eta: 1 day, 3:40:55, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.6719, loss_cls: 2.5691, loss: 2.5691 2020-06-17 18:03:14,598 - mmaction - INFO - Epoch [46][1980/3134] lr: 0.00100, eta: 1 day, 3:40:43, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7406, loss_cls: 2.3419, loss: 2.3419 2020-06-17 18:03:26,231 - mmaction - INFO - Epoch [46][2000/3134] lr: 0.00100, eta: 1 day, 3:40:31, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7125, loss_cls: 2.3914, loss: 2.3914 2020-06-17 18:03:37,841 - mmaction - INFO - Epoch [46][2020/3134] lr: 0.00100, eta: 1 day, 3:40:20, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4031, top5_acc: 0.6937, loss_cls: 2.4510, loss: 2.4510 2020-06-17 18:03:49,547 - mmaction - INFO - Epoch [46][2040/3134] lr: 0.00100, eta: 1 day, 3:40:08, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6750, loss_cls: 2.6487, loss: 2.6487 2020-06-17 18:04:01,163 - mmaction - INFO - Epoch [46][2060/3134] lr: 0.00100, eta: 1 day, 3:39:56, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4375, top5_acc: 0.6875, loss_cls: 2.4789, loss: 2.4789 2020-06-17 18:04:12,823 - mmaction - INFO - Epoch [46][2080/3134] lr: 0.00100, eta: 1 day, 3:39:44, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4250, top5_acc: 0.6500, loss_cls: 2.6120, loss: 2.6120 2020-06-17 18:04:24,518 - mmaction - INFO - Epoch [46][2100/3134] lr: 0.00100, eta: 1 day, 3:39:33, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7063, loss_cls: 2.3541, loss: 2.3541 2020-06-17 18:04:36,152 - mmaction - INFO - Epoch [46][2120/3134] lr: 0.00100, eta: 1 day, 3:39:21, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7344, loss_cls: 2.2976, loss: 2.2976 2020-06-17 18:04:47,769 - mmaction - INFO - Epoch [46][2140/3134] lr: 0.00100, eta: 1 day, 3:39:09, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7156, loss_cls: 2.4061, loss: 2.4061 2020-06-17 18:04:59,404 - mmaction - INFO - Epoch [46][2160/3134] lr: 0.00100, eta: 1 day, 3:38:57, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.6937, loss_cls: 2.5063, loss: 2.5063 2020-06-17 18:05:11,060 - mmaction - INFO - Epoch [46][2180/3134] lr: 0.00100, eta: 1 day, 3:38:46, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7406, loss_cls: 2.2179, loss: 2.2179 2020-06-17 18:05:22,624 - mmaction - INFO - Epoch [46][2200/3134] lr: 0.00100, eta: 1 day, 3:38:34, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6500, loss_cls: 2.5866, loss: 2.5866 2020-06-17 18:05:34,311 - mmaction - INFO - Epoch [46][2220/3134] lr: 0.00100, eta: 1 day, 3:38:22, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7188, loss_cls: 2.2485, loss: 2.2485 2020-06-17 18:05:45,894 - mmaction - INFO - Epoch [46][2240/3134] lr: 0.00100, eta: 1 day, 3:38:10, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.3969, top5_acc: 0.6906, loss_cls: 2.5456, loss: 2.5456 2020-06-17 18:05:57,478 - mmaction - INFO - Epoch [46][2260/3134] lr: 0.00100, eta: 1 day, 3:37:58, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4062, top5_acc: 0.6750, loss_cls: 2.6188, loss: 2.6188 2020-06-17 18:06:09,158 - mmaction - INFO - Epoch [46][2280/3134] lr: 0.00100, eta: 1 day, 3:37:47, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4562, top5_acc: 0.6750, loss_cls: 2.4967, loss: 2.4967 2020-06-17 18:06:20,839 - mmaction - INFO - Epoch [46][2300/3134] lr: 0.00100, eta: 1 day, 3:37:35, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4375, top5_acc: 0.6875, loss_cls: 2.5633, loss: 2.5633 2020-06-17 18:06:32,501 - mmaction - INFO - Epoch [46][2320/3134] lr: 0.00100, eta: 1 day, 3:37:23, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7375, loss_cls: 2.3431, loss: 2.3431 2020-06-17 18:06:44,127 - mmaction - INFO - Epoch [46][2340/3134] lr: 0.00100, eta: 1 day, 3:37:12, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7281, loss_cls: 2.2706, loss: 2.2706 2020-06-17 18:06:55,738 - mmaction - INFO - Epoch [46][2360/3134] lr: 0.00100, eta: 1 day, 3:37:00, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.6937, loss_cls: 2.5440, loss: 2.5440 2020-06-17 18:07:07,338 - mmaction - INFO - Epoch [46][2380/3134] lr: 0.00100, eta: 1 day, 3:36:48, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4688, top5_acc: 0.6875, loss_cls: 2.5948, loss: 2.5948 2020-06-17 18:07:19,001 - mmaction - INFO - Epoch [46][2400/3134] lr: 0.00100, eta: 1 day, 3:36:36, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7312, loss_cls: 2.2407, loss: 2.2407 2020-06-17 18:07:30,636 - mmaction - INFO - Epoch [46][2420/3134] lr: 0.00100, eta: 1 day, 3:36:24, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6625, loss_cls: 2.5419, loss: 2.5419 2020-06-17 18:07:42,293 - mmaction - INFO - Epoch [46][2440/3134] lr: 0.00100, eta: 1 day, 3:36:13, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4156, top5_acc: 0.7188, loss_cls: 2.3794, loss: 2.3794 2020-06-17 18:07:53,904 - mmaction - INFO - Epoch [46][2460/3134] lr: 0.00100, eta: 1 day, 3:36:01, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6500, loss_cls: 2.6329, loss: 2.6329 2020-06-17 18:08:05,494 - mmaction - INFO - Epoch [46][2480/3134] lr: 0.00100, eta: 1 day, 3:35:49, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7031, loss_cls: 2.4468, loss: 2.4468 2020-06-17 18:08:17,170 - mmaction - INFO - Epoch [46][2500/3134] lr: 0.00100, eta: 1 day, 3:35:37, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.6781, loss_cls: 2.3956, loss: 2.3956 2020-06-17 18:08:28,789 - mmaction - INFO - Epoch [46][2520/3134] lr: 0.00100, eta: 1 day, 3:35:26, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4469, top5_acc: 0.6750, loss_cls: 2.5349, loss: 2.5349 2020-06-17 18:08:40,415 - mmaction - INFO - Epoch [46][2540/3134] lr: 0.00100, eta: 1 day, 3:35:14, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4719, top5_acc: 0.6750, loss_cls: 2.4626, loss: 2.4626 2020-06-17 18:08:52,124 - mmaction - INFO - Epoch [46][2560/3134] lr: 0.00100, eta: 1 day, 3:35:02, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.4156, top5_acc: 0.7063, loss_cls: 2.5143, loss: 2.5143 2020-06-17 18:09:03,756 - mmaction - INFO - Epoch [46][2580/3134] lr: 0.00100, eta: 1 day, 3:34:50, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7438, loss_cls: 2.2673, loss: 2.2673 2020-06-17 18:09:15,337 - mmaction - INFO - Epoch [46][2600/3134] lr: 0.00100, eta: 1 day, 3:34:39, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7375, loss_cls: 2.2363, loss: 2.2363 2020-06-17 18:09:26,964 - mmaction - INFO - Epoch [46][2620/3134] lr: 0.00100, eta: 1 day, 3:34:27, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7438, loss_cls: 2.3328, loss: 2.3328 2020-06-17 18:09:38,536 - mmaction - INFO - Epoch [46][2640/3134] lr: 0.00100, eta: 1 day, 3:34:15, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7500, loss_cls: 2.3845, loss: 2.3845 2020-06-17 18:09:50,115 - mmaction - INFO - Epoch [46][2660/3134] lr: 0.00100, eta: 1 day, 3:34:03, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6750, loss_cls: 2.5596, loss: 2.5596 2020-06-17 18:10:01,768 - mmaction - INFO - Epoch [46][2680/3134] lr: 0.00100, eta: 1 day, 3:33:51, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.6906, loss_cls: 2.4736, loss: 2.4736 2020-06-17 18:10:13,495 - mmaction - INFO - Epoch [46][2700/3134] lr: 0.00100, eta: 1 day, 3:33:40, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.4437, top5_acc: 0.6813, loss_cls: 2.4403, loss: 2.4403 2020-06-17 18:10:25,153 - mmaction - INFO - Epoch [46][2720/3134] lr: 0.00100, eta: 1 day, 3:33:28, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4500, top5_acc: 0.6906, loss_cls: 2.5229, loss: 2.5229 2020-06-17 18:10:36,816 - mmaction - INFO - Epoch [46][2740/3134] lr: 0.00100, eta: 1 day, 3:33:16, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6813, loss_cls: 2.5354, loss: 2.5354 2020-06-17 18:10:48,375 - mmaction - INFO - Epoch [46][2760/3134] lr: 0.00100, eta: 1 day, 3:33:04, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.4156, top5_acc: 0.6656, loss_cls: 2.4621, loss: 2.4621 2020-06-17 18:10:59,970 - mmaction - INFO - Epoch [46][2780/3134] lr: 0.00100, eta: 1 day, 3:32:52, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4156, top5_acc: 0.6813, loss_cls: 2.5428, loss: 2.5428 2020-06-17 18:11:11,632 - mmaction - INFO - Epoch [46][2800/3134] lr: 0.00100, eta: 1 day, 3:32:41, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4344, top5_acc: 0.6687, loss_cls: 2.5919, loss: 2.5919 2020-06-17 18:11:23,261 - mmaction - INFO - Epoch [46][2820/3134] lr: 0.00100, eta: 1 day, 3:32:29, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4437, top5_acc: 0.6781, loss_cls: 2.4948, loss: 2.4948 2020-06-17 18:11:34,856 - mmaction - INFO - Epoch [46][2840/3134] lr: 0.00100, eta: 1 day, 3:32:17, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7031, loss_cls: 2.4250, loss: 2.4250 2020-06-17 18:11:46,525 - mmaction - INFO - Epoch [46][2860/3134] lr: 0.00100, eta: 1 day, 3:32:05, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4125, top5_acc: 0.6813, loss_cls: 2.5627, loss: 2.5627 2020-06-17 18:11:58,183 - mmaction - INFO - Epoch [46][2880/3134] lr: 0.00100, eta: 1 day, 3:31:54, time: 0.582, data_time: 0.000, memory: 8339, top1_acc: 0.4344, top5_acc: 0.6844, loss_cls: 2.5449, loss: 2.5449 2020-06-17 18:12:09,865 - mmaction - INFO - Epoch [46][2900/3134] lr: 0.00100, eta: 1 day, 3:31:42, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6500, loss_cls: 2.7077, loss: 2.7077 2020-06-17 18:12:21,467 - mmaction - INFO - Epoch [46][2920/3134] lr: 0.00100, eta: 1 day, 3:31:30, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4625, top5_acc: 0.6844, loss_cls: 2.4232, loss: 2.4232 2020-06-17 18:12:33,160 - mmaction - INFO - Epoch [46][2940/3134] lr: 0.00100, eta: 1 day, 3:31:18, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3937, top5_acc: 0.6656, loss_cls: 2.6521, loss: 2.6521 2020-06-17 18:12:44,724 - mmaction - INFO - Epoch [46][2960/3134] lr: 0.00100, eta: 1 day, 3:31:07, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4250, top5_acc: 0.7219, loss_cls: 2.3851, loss: 2.3851 2020-06-17 18:12:56,398 - mmaction - INFO - Epoch [46][2980/3134] lr: 0.00100, eta: 1 day, 3:30:55, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4156, top5_acc: 0.6594, loss_cls: 2.5856, loss: 2.5856 2020-06-17 18:13:07,988 - mmaction - INFO - Epoch [46][3000/3134] lr: 0.00100, eta: 1 day, 3:30:43, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4406, top5_acc: 0.6844, loss_cls: 2.4944, loss: 2.4944 2020-06-17 18:13:19,561 - mmaction - INFO - Epoch [46][3020/3134] lr: 0.00100, eta: 1 day, 3:30:31, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4531, top5_acc: 0.6875, loss_cls: 2.4200, loss: 2.4200 2020-06-17 18:13:31,167 - mmaction - INFO - Epoch [46][3040/3134] lr: 0.00100, eta: 1 day, 3:30:19, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6594, loss_cls: 2.7277, loss: 2.7277 2020-06-17 18:13:42,822 - mmaction - INFO - Epoch [46][3060/3134] lr: 0.00100, eta: 1 day, 3:30:08, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7063, loss_cls: 2.3428, loss: 2.3428 2020-06-17 18:13:54,438 - mmaction - INFO - Epoch [46][3080/3134] lr: 0.00100, eta: 1 day, 3:29:56, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3969, top5_acc: 0.7000, loss_cls: 2.4735, loss: 2.4735 2020-06-17 18:14:06,185 - mmaction - INFO - Epoch [46][3100/3134] lr: 0.00100, eta: 1 day, 3:29:44, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7500, loss_cls: 2.3895, loss: 2.3895 2020-06-17 18:14:17,806 - mmaction - INFO - Epoch [46][3120/3134] lr: 0.00100, eta: 1 day, 3:29:32, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.4500, top5_acc: 0.6813, loss_cls: 2.3897, loss: 2.3897 2020-06-17 18:14:57,582 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-17 18:14:58,839 - mmaction - INFO - top1_acc 0.2822 top5_acc 0.5386 2020-06-17 18:14:58,856 - mmaction - INFO - Epoch [46][3134/3134] lr: 0.00100, top1_acc: 0.2822, top5_acc: 0.5386 2020-06-17 18:15:14,242 - mmaction - INFO - Epoch [47][20/3134] lr: 0.00100, eta: 1 day, 3:29:07, time: 0.768, data_time: 0.190, memory: 8339, top1_acc: 0.4188, top5_acc: 0.7281, loss_cls: 2.4480, loss: 2.4480 2020-06-17 18:15:25,864 - mmaction - INFO - Epoch [47][40/3134] lr: 0.00100, eta: 1 day, 3:28:55, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.4344, top5_acc: 0.6937, loss_cls: 2.3839, loss: 2.3839 2020-06-17 18:15:37,585 - mmaction - INFO - Epoch [47][60/3134] lr: 0.00100, eta: 1 day, 3:28:44, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6906, loss_cls: 2.4617, loss: 2.4617 2020-06-17 18:15:49,211 - mmaction - INFO - Epoch [47][80/3134] lr: 0.00100, eta: 1 day, 3:28:32, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4469, top5_acc: 0.6969, loss_cls: 2.3915, loss: 2.3915 2020-06-17 18:16:00,858 - mmaction - INFO - Epoch [47][100/3134] lr: 0.00100, eta: 1 day, 3:28:20, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3969, top5_acc: 0.6844, loss_cls: 2.4697, loss: 2.4697 2020-06-17 18:16:12,479 - mmaction - INFO - Epoch [47][120/3134] lr: 0.00100, eta: 1 day, 3:28:09, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4219, top5_acc: 0.7188, loss_cls: 2.4135, loss: 2.4135 2020-06-17 18:16:24,070 - mmaction - INFO - Epoch [47][140/3134] lr: 0.00100, eta: 1 day, 3:27:57, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7281, loss_cls: 2.3412, loss: 2.3412 2020-06-17 18:16:35,693 - mmaction - INFO - Epoch [47][160/3134] lr: 0.00100, eta: 1 day, 3:27:45, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4437, top5_acc: 0.6750, loss_cls: 2.5882, loss: 2.5882 2020-06-17 18:16:47,440 - mmaction - INFO - Epoch [47][180/3134] lr: 0.00100, eta: 1 day, 3:27:33, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4437, top5_acc: 0.6969, loss_cls: 2.3618, loss: 2.3618 2020-06-17 18:16:59,139 - mmaction - INFO - Epoch [47][200/3134] lr: 0.00100, eta: 1 day, 3:27:22, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7094, loss_cls: 2.2913, loss: 2.2913 2020-06-17 18:17:10,737 - mmaction - INFO - Epoch [47][220/3134] lr: 0.00100, eta: 1 day, 3:27:10, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6906, loss_cls: 2.4703, loss: 2.4703 2020-06-17 18:17:22,409 - mmaction - INFO - Epoch [47][240/3134] lr: 0.00100, eta: 1 day, 3:26:58, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4094, top5_acc: 0.6875, loss_cls: 2.5625, loss: 2.5625 2020-06-17 18:17:34,090 - mmaction - INFO - Epoch [47][260/3134] lr: 0.00100, eta: 1 day, 3:26:46, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4250, top5_acc: 0.6781, loss_cls: 2.4512, loss: 2.4512 2020-06-17 18:17:45,845 - mmaction - INFO - Epoch [47][280/3134] lr: 0.00100, eta: 1 day, 3:26:35, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7406, loss_cls: 2.3108, loss: 2.3108 2020-06-17 18:17:57,536 - mmaction - INFO - Epoch [47][300/3134] lr: 0.00100, eta: 1 day, 3:26:23, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4500, top5_acc: 0.6875, loss_cls: 2.5084, loss: 2.5084 2020-06-17 18:18:09,118 - mmaction - INFO - Epoch [47][320/3134] lr: 0.00100, eta: 1 day, 3:26:11, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7250, loss_cls: 2.3688, loss: 2.3688 2020-06-17 18:18:20,761 - mmaction - INFO - Epoch [47][340/3134] lr: 0.00100, eta: 1 day, 3:25:59, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6562, loss_cls: 2.7506, loss: 2.7506 2020-06-17 18:18:32,499 - mmaction - INFO - Epoch [47][360/3134] lr: 0.00100, eta: 1 day, 3:25:48, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.4125, top5_acc: 0.7063, loss_cls: 2.4734, loss: 2.4734 2020-06-17 18:18:44,116 - mmaction - INFO - Epoch [47][380/3134] lr: 0.00100, eta: 1 day, 3:25:36, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4406, top5_acc: 0.6906, loss_cls: 2.4573, loss: 2.4573 2020-06-17 18:18:55,861 - mmaction - INFO - Epoch [47][400/3134] lr: 0.00100, eta: 1 day, 3:25:24, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7063, loss_cls: 2.3770, loss: 2.3770 2020-06-17 18:19:07,485 - mmaction - INFO - Epoch [47][420/3134] lr: 0.00100, eta: 1 day, 3:25:13, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4250, top5_acc: 0.6750, loss_cls: 2.4643, loss: 2.4643 2020-06-17 18:19:19,173 - mmaction - INFO - Epoch [47][440/3134] lr: 0.00100, eta: 1 day, 3:25:01, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4375, top5_acc: 0.6937, loss_cls: 2.5422, loss: 2.5422 2020-06-17 18:19:30,875 - mmaction - INFO - Epoch [47][460/3134] lr: 0.00100, eta: 1 day, 3:24:49, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7125, loss_cls: 2.3921, loss: 2.3921 2020-06-17 18:19:42,551 - mmaction - INFO - Epoch [47][480/3134] lr: 0.00100, eta: 1 day, 3:24:38, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7469, loss_cls: 2.2498, loss: 2.2498 2020-06-17 18:19:54,155 - mmaction - INFO - Epoch [47][500/3134] lr: 0.00100, eta: 1 day, 3:24:26, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4500, top5_acc: 0.6656, loss_cls: 2.5133, loss: 2.5133 2020-06-17 18:20:05,850 - mmaction - INFO - Epoch [47][520/3134] lr: 0.00100, eta: 1 day, 3:24:14, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4219, top5_acc: 0.7094, loss_cls: 2.4679, loss: 2.4679 2020-06-17 18:20:17,439 - mmaction - INFO - Epoch [47][540/3134] lr: 0.00100, eta: 1 day, 3:24:02, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4344, top5_acc: 0.6594, loss_cls: 2.6310, loss: 2.6310 2020-06-17 18:20:29,128 - mmaction - INFO - Epoch [47][560/3134] lr: 0.00100, eta: 1 day, 3:23:51, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4219, top5_acc: 0.7031, loss_cls: 2.4059, loss: 2.4059 2020-06-17 18:20:40,816 - mmaction - INFO - Epoch [47][580/3134] lr: 0.00100, eta: 1 day, 3:23:39, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4219, top5_acc: 0.7188, loss_cls: 2.4130, loss: 2.4130 2020-06-17 18:20:52,429 - mmaction - INFO - Epoch [47][600/3134] lr: 0.00100, eta: 1 day, 3:23:27, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4031, top5_acc: 0.6406, loss_cls: 2.6769, loss: 2.6769 2020-06-17 18:21:04,014 - mmaction - INFO - Epoch [47][620/3134] lr: 0.00100, eta: 1 day, 3:23:15, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6656, loss_cls: 2.5054, loss: 2.5054 2020-06-17 18:21:15,670 - mmaction - INFO - Epoch [47][640/3134] lr: 0.00100, eta: 1 day, 3:23:03, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7094, loss_cls: 2.4334, loss: 2.4334 2020-06-17 18:21:27,326 - mmaction - INFO - Epoch [47][660/3134] lr: 0.00100, eta: 1 day, 3:22:52, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7219, loss_cls: 2.2559, loss: 2.2559 2020-06-17 18:21:38,871 - mmaction - INFO - Epoch [47][680/3134] lr: 0.00100, eta: 1 day, 3:22:40, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7125, loss_cls: 2.2964, loss: 2.2964 2020-06-17 18:21:50,629 - mmaction - INFO - Epoch [47][700/3134] lr: 0.00100, eta: 1 day, 3:22:28, time: 0.588, data_time: 0.001, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7438, loss_cls: 2.3398, loss: 2.3398 2020-06-17 18:22:02,194 - mmaction - INFO - Epoch [47][720/3134] lr: 0.00100, eta: 1 day, 3:22:16, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7438, loss_cls: 2.2886, loss: 2.2886 2020-06-17 18:22:13,795 - mmaction - INFO - Epoch [47][740/3134] lr: 0.00100, eta: 1 day, 3:22:05, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3844, top5_acc: 0.6594, loss_cls: 2.6151, loss: 2.6151 2020-06-17 18:22:25,371 - mmaction - INFO - Epoch [47][760/3134] lr: 0.00100, eta: 1 day, 3:21:53, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4219, top5_acc: 0.6719, loss_cls: 2.5314, loss: 2.5314 2020-06-17 18:22:36,986 - mmaction - INFO - Epoch [47][780/3134] lr: 0.00100, eta: 1 day, 3:21:41, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7125, loss_cls: 2.3054, loss: 2.3054 2020-06-17 18:22:48,755 - mmaction - INFO - Epoch [47][800/3134] lr: 0.00100, eta: 1 day, 3:21:29, time: 0.589, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7250, loss_cls: 2.2697, loss: 2.2697 2020-06-17 18:23:00,465 - mmaction - INFO - Epoch [47][820/3134] lr: 0.00100, eta: 1 day, 3:21:18, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3937, top5_acc: 0.6594, loss_cls: 2.6625, loss: 2.6625 2020-06-17 18:23:12,089 - mmaction - INFO - Epoch [47][840/3134] lr: 0.00100, eta: 1 day, 3:21:06, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.4406, top5_acc: 0.6406, loss_cls: 2.4928, loss: 2.4928 2020-06-17 18:23:23,652 - mmaction - INFO - Epoch [47][860/3134] lr: 0.00100, eta: 1 day, 3:20:54, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4406, top5_acc: 0.6969, loss_cls: 2.5471, loss: 2.5471 2020-06-17 18:23:35,294 - mmaction - INFO - Epoch [47][880/3134] lr: 0.00100, eta: 1 day, 3:20:42, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7125, loss_cls: 2.3090, loss: 2.3090 2020-06-17 18:23:47,022 - mmaction - INFO - Epoch [47][900/3134] lr: 0.00100, eta: 1 day, 3:20:31, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6813, loss_cls: 2.4993, loss: 2.4993 2020-06-17 18:23:58,657 - mmaction - INFO - Epoch [47][920/3134] lr: 0.00100, eta: 1 day, 3:20:19, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7000, loss_cls: 2.3871, loss: 2.3871 2020-06-17 18:24:10,390 - mmaction - INFO - Epoch [47][940/3134] lr: 0.00100, eta: 1 day, 3:20:07, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6719, loss_cls: 2.6583, loss: 2.6583 2020-06-17 18:24:22,008 - mmaction - INFO - Epoch [47][960/3134] lr: 0.00100, eta: 1 day, 3:19:55, time: 0.584, data_time: 0.005, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7188, loss_cls: 2.4188, loss: 2.4188 2020-06-17 18:24:33,695 - mmaction - INFO - Epoch [47][980/3134] lr: 0.00100, eta: 1 day, 3:19:44, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4156, top5_acc: 0.6844, loss_cls: 2.6017, loss: 2.6017 2020-06-17 18:24:45,351 - mmaction - INFO - Epoch [47][1000/3134] lr: 0.00100, eta: 1 day, 3:19:32, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7125, loss_cls: 2.2883, loss: 2.2883 2020-06-17 18:24:56,941 - mmaction - INFO - Epoch [47][1020/3134] lr: 0.00100, eta: 1 day, 3:19:20, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4406, top5_acc: 0.6906, loss_cls: 2.4965, loss: 2.4965 2020-06-17 18:25:08,540 - mmaction - INFO - Epoch [47][1040/3134] lr: 0.00100, eta: 1 day, 3:19:08, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7031, loss_cls: 2.4423, loss: 2.4423 2020-06-17 18:25:20,098 - mmaction - INFO - Epoch [47][1060/3134] lr: 0.00100, eta: 1 day, 3:18:57, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7000, loss_cls: 2.4165, loss: 2.4165 2020-06-17 18:25:31,751 - mmaction - INFO - Epoch [47][1080/3134] lr: 0.00100, eta: 1 day, 3:18:45, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7125, loss_cls: 2.2920, loss: 2.2920 2020-06-17 18:25:43,416 - mmaction - INFO - Epoch [47][1100/3134] lr: 0.00100, eta: 1 day, 3:18:33, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4062, top5_acc: 0.6719, loss_cls: 2.5502, loss: 2.5502 2020-06-17 18:25:55,078 - mmaction - INFO - Epoch [47][1120/3134] lr: 0.00100, eta: 1 day, 3:18:21, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6813, loss_cls: 2.5229, loss: 2.5229 2020-06-17 18:26:06,703 - mmaction - INFO - Epoch [47][1140/3134] lr: 0.00100, eta: 1 day, 3:18:10, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6750, loss_cls: 2.5181, loss: 2.5181 2020-06-17 18:26:18,356 - mmaction - INFO - Epoch [47][1160/3134] lr: 0.00100, eta: 1 day, 3:17:58, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4156, top5_acc: 0.6625, loss_cls: 2.4651, loss: 2.4651 2020-06-17 18:26:30,029 - mmaction - INFO - Epoch [47][1180/3134] lr: 0.00100, eta: 1 day, 3:17:46, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7125, loss_cls: 2.3870, loss: 2.3870 2020-06-17 18:26:41,690 - mmaction - INFO - Epoch [47][1200/3134] lr: 0.00100, eta: 1 day, 3:17:34, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7031, loss_cls: 2.4027, loss: 2.4027 2020-06-17 18:26:53,233 - mmaction - INFO - Epoch [47][1220/3134] lr: 0.00100, eta: 1 day, 3:17:22, time: 0.576, data_time: 0.000, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7656, loss_cls: 2.1204, loss: 2.1204 2020-06-17 18:27:04,904 - mmaction - INFO - Epoch [47][1240/3134] lr: 0.00100, eta: 1 day, 3:17:11, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7156, loss_cls: 2.3847, loss: 2.3847 2020-06-17 18:27:16,527 - mmaction - INFO - Epoch [47][1260/3134] lr: 0.00100, eta: 1 day, 3:16:59, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4344, top5_acc: 0.6906, loss_cls: 2.5104, loss: 2.5104 2020-06-17 18:27:28,158 - mmaction - INFO - Epoch [47][1280/3134] lr: 0.00100, eta: 1 day, 3:16:47, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4094, top5_acc: 0.6656, loss_cls: 2.5943, loss: 2.5943 2020-06-17 18:27:39,754 - mmaction - INFO - Epoch [47][1300/3134] lr: 0.00100, eta: 1 day, 3:16:35, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7156, loss_cls: 2.3728, loss: 2.3728 2020-06-17 18:27:51,429 - mmaction - INFO - Epoch [47][1320/3134] lr: 0.00100, eta: 1 day, 3:16:24, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7250, loss_cls: 2.3900, loss: 2.3900 2020-06-17 18:28:03,039 - mmaction - INFO - Epoch [47][1340/3134] lr: 0.00100, eta: 1 day, 3:16:12, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4562, top5_acc: 0.6813, loss_cls: 2.4286, loss: 2.4286 2020-06-17 18:28:14,709 - mmaction - INFO - Epoch [47][1360/3134] lr: 0.00100, eta: 1 day, 3:16:00, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4437, top5_acc: 0.6719, loss_cls: 2.4120, loss: 2.4120 2020-06-17 18:28:26,295 - mmaction - INFO - Epoch [47][1380/3134] lr: 0.00100, eta: 1 day, 3:15:48, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4000, top5_acc: 0.6844, loss_cls: 2.5010, loss: 2.5010 2020-06-17 18:28:37,915 - mmaction - INFO - Epoch [47][1400/3134] lr: 0.00100, eta: 1 day, 3:15:37, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4219, top5_acc: 0.7156, loss_cls: 2.4450, loss: 2.4450 2020-06-17 18:28:49,624 - mmaction - INFO - Epoch [47][1420/3134] lr: 0.00100, eta: 1 day, 3:15:25, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4375, top5_acc: 0.6844, loss_cls: 2.4856, loss: 2.4856 2020-06-17 18:29:01,213 - mmaction - INFO - Epoch [47][1440/3134] lr: 0.00100, eta: 1 day, 3:15:13, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7250, loss_cls: 2.3812, loss: 2.3812 2020-06-17 18:29:12,795 - mmaction - INFO - Epoch [47][1460/3134] lr: 0.00100, eta: 1 day, 3:15:01, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4219, top5_acc: 0.7031, loss_cls: 2.5208, loss: 2.5208 2020-06-17 18:29:24,524 - mmaction - INFO - Epoch [47][1480/3134] lr: 0.00100, eta: 1 day, 3:14:50, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6969, loss_cls: 2.4213, loss: 2.4213 2020-06-17 18:29:36,112 - mmaction - INFO - Epoch [47][1500/3134] lr: 0.00100, eta: 1 day, 3:14:38, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4688, top5_acc: 0.6875, loss_cls: 2.4141, loss: 2.4141 2020-06-17 18:29:47,743 - mmaction - INFO - Epoch [47][1520/3134] lr: 0.00100, eta: 1 day, 3:14:26, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6656, loss_cls: 2.5923, loss: 2.5923 2020-06-17 18:29:59,407 - mmaction - INFO - Epoch [47][1540/3134] lr: 0.00100, eta: 1 day, 3:14:14, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4531, top5_acc: 0.6781, loss_cls: 2.4828, loss: 2.4828 2020-06-17 18:30:11,027 - mmaction - INFO - Epoch [47][1560/3134] lr: 0.00100, eta: 1 day, 3:14:03, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7125, loss_cls: 2.3289, loss: 2.3289 2020-06-17 18:30:22,659 - mmaction - INFO - Epoch [47][1580/3134] lr: 0.00100, eta: 1 day, 3:13:51, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.4125, top5_acc: 0.6937, loss_cls: 2.4604, loss: 2.4604 2020-06-17 18:30:34,242 - mmaction - INFO - Epoch [47][1600/3134] lr: 0.00100, eta: 1 day, 3:13:39, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7344, loss_cls: 2.3645, loss: 2.3645 2020-06-17 18:30:45,863 - mmaction - INFO - Epoch [47][1620/3134] lr: 0.00100, eta: 1 day, 3:13:27, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7281, loss_cls: 2.3054, loss: 2.3054 2020-06-17 18:30:57,413 - mmaction - INFO - Epoch [47][1640/3134] lr: 0.00100, eta: 1 day, 3:13:15, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7156, loss_cls: 2.4034, loss: 2.4034 2020-06-17 18:31:09,019 - mmaction - INFO - Epoch [47][1660/3134] lr: 0.00100, eta: 1 day, 3:13:03, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7188, loss_cls: 2.5250, loss: 2.5250 2020-06-17 18:31:20,646 - mmaction - INFO - Epoch [47][1680/3134] lr: 0.00100, eta: 1 day, 3:12:52, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6719, loss_cls: 2.5807, loss: 2.5807 2020-06-17 18:31:32,236 - mmaction - INFO - Epoch [47][1700/3134] lr: 0.00100, eta: 1 day, 3:12:40, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7000, loss_cls: 2.5580, loss: 2.5580 2020-06-17 18:31:43,904 - mmaction - INFO - Epoch [47][1720/3134] lr: 0.00100, eta: 1 day, 3:12:28, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4531, top5_acc: 0.6969, loss_cls: 2.4555, loss: 2.4555 2020-06-17 18:31:55,473 - mmaction - INFO - Epoch [47][1740/3134] lr: 0.00100, eta: 1 day, 3:12:16, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.6969, loss_cls: 2.3507, loss: 2.3507 2020-06-17 18:32:07,156 - mmaction - INFO - Epoch [47][1760/3134] lr: 0.00100, eta: 1 day, 3:12:05, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4125, top5_acc: 0.6625, loss_cls: 2.5640, loss: 2.5640 2020-06-17 18:32:18,710 - mmaction - INFO - Epoch [47][1780/3134] lr: 0.00100, eta: 1 day, 3:11:53, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4250, top5_acc: 0.7031, loss_cls: 2.4434, loss: 2.4434 2020-06-17 18:32:30,381 - mmaction - INFO - Epoch [47][1800/3134] lr: 0.00100, eta: 1 day, 3:11:41, time: 0.582, data_time: 0.000, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7031, loss_cls: 2.3832, loss: 2.3832 2020-06-17 18:32:42,056 - mmaction - INFO - Epoch [47][1820/3134] lr: 0.00100, eta: 1 day, 3:11:29, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.4062, top5_acc: 0.6687, loss_cls: 2.5472, loss: 2.5472 2020-06-17 18:32:53,661 - mmaction - INFO - Epoch [47][1840/3134] lr: 0.00100, eta: 1 day, 3:11:18, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7375, loss_cls: 2.2718, loss: 2.2718 2020-06-17 18:33:05,226 - mmaction - INFO - Epoch [47][1860/3134] lr: 0.00100, eta: 1 day, 3:11:06, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4031, top5_acc: 0.6750, loss_cls: 2.5458, loss: 2.5458 2020-06-17 18:33:16,875 - mmaction - INFO - Epoch [47][1880/3134] lr: 0.00100, eta: 1 day, 3:10:54, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4250, top5_acc: 0.6937, loss_cls: 2.4887, loss: 2.4887 2020-06-17 18:33:28,544 - mmaction - INFO - Epoch [47][1900/3134] lr: 0.00100, eta: 1 day, 3:10:42, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7031, loss_cls: 2.4759, loss: 2.4759 2020-06-17 18:33:40,279 - mmaction - INFO - Epoch [47][1920/3134] lr: 0.00100, eta: 1 day, 3:10:31, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7281, loss_cls: 2.3034, loss: 2.3034 2020-06-17 18:33:51,906 - mmaction - INFO - Epoch [47][1940/3134] lr: 0.00100, eta: 1 day, 3:10:19, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.4000, top5_acc: 0.6875, loss_cls: 2.5837, loss: 2.5837 2020-06-17 18:34:03,445 - mmaction - INFO - Epoch [47][1960/3134] lr: 0.00100, eta: 1 day, 3:10:07, time: 0.577, data_time: 0.000, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7375, loss_cls: 2.3621, loss: 2.3621 2020-06-17 18:34:15,065 - mmaction - INFO - Epoch [47][1980/3134] lr: 0.00100, eta: 1 day, 3:09:55, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4625, top5_acc: 0.6813, loss_cls: 2.4325, loss: 2.4325 2020-06-17 18:34:26,843 - mmaction - INFO - Epoch [47][2000/3134] lr: 0.00100, eta: 1 day, 3:09:44, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.4406, top5_acc: 0.6844, loss_cls: 2.4420, loss: 2.4420 2020-06-17 18:34:38,462 - mmaction - INFO - Epoch [47][2020/3134] lr: 0.00100, eta: 1 day, 3:09:32, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4406, top5_acc: 0.6750, loss_cls: 2.5153, loss: 2.5153 2020-06-17 18:34:50,105 - mmaction - INFO - Epoch [47][2040/3134] lr: 0.00100, eta: 1 day, 3:09:20, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7500, loss_cls: 2.1782, loss: 2.1782 2020-06-17 18:35:01,789 - mmaction - INFO - Epoch [47][2060/3134] lr: 0.00100, eta: 1 day, 3:09:08, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7281, loss_cls: 2.2850, loss: 2.2850 2020-06-17 18:35:13,486 - mmaction - INFO - Epoch [47][2080/3134] lr: 0.00100, eta: 1 day, 3:08:57, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4437, top5_acc: 0.6781, loss_cls: 2.4519, loss: 2.4519 2020-06-17 18:35:25,142 - mmaction - INFO - Epoch [47][2100/3134] lr: 0.00100, eta: 1 day, 3:08:45, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7063, loss_cls: 2.3694, loss: 2.3694 2020-06-17 18:35:36,770 - mmaction - INFO - Epoch [47][2120/3134] lr: 0.00100, eta: 1 day, 3:08:33, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7031, loss_cls: 2.4217, loss: 2.4217 2020-06-17 18:35:48,420 - mmaction - INFO - Epoch [47][2140/3134] lr: 0.00100, eta: 1 day, 3:08:21, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7312, loss_cls: 2.3439, loss: 2.3439 2020-06-17 18:36:00,119 - mmaction - INFO - Epoch [47][2160/3134] lr: 0.00100, eta: 1 day, 3:08:10, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7156, loss_cls: 2.3056, loss: 2.3056 2020-06-17 18:36:11,735 - mmaction - INFO - Epoch [47][2180/3134] lr: 0.00100, eta: 1 day, 3:07:58, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4125, top5_acc: 0.6781, loss_cls: 2.5738, loss: 2.5738 2020-06-17 18:36:23,346 - mmaction - INFO - Epoch [47][2200/3134] lr: 0.00100, eta: 1 day, 3:07:46, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6687, loss_cls: 2.4724, loss: 2.4724 2020-06-17 18:36:35,009 - mmaction - INFO - Epoch [47][2220/3134] lr: 0.00100, eta: 1 day, 3:07:34, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7063, loss_cls: 2.4750, loss: 2.4750 2020-06-17 18:36:46,599 - mmaction - INFO - Epoch [47][2240/3134] lr: 0.00100, eta: 1 day, 3:07:23, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3781, top5_acc: 0.6312, loss_cls: 2.8054, loss: 2.8054 2020-06-17 18:36:58,167 - mmaction - INFO - Epoch [47][2260/3134] lr: 0.00100, eta: 1 day, 3:07:11, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.4437, top5_acc: 0.6813, loss_cls: 2.5791, loss: 2.5791 2020-06-17 18:37:09,869 - mmaction - INFO - Epoch [47][2280/3134] lr: 0.00100, eta: 1 day, 3:06:59, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7000, loss_cls: 2.3587, loss: 2.3587 2020-06-17 18:37:21,575 - mmaction - INFO - Epoch [47][2300/3134] lr: 0.00100, eta: 1 day, 3:06:47, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6750, loss_cls: 2.5254, loss: 2.5254 2020-06-17 18:37:33,186 - mmaction - INFO - Epoch [47][2320/3134] lr: 0.00100, eta: 1 day, 3:06:36, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4437, top5_acc: 0.6844, loss_cls: 2.5099, loss: 2.5099 2020-06-17 18:37:44,830 - mmaction - INFO - Epoch [47][2340/3134] lr: 0.00100, eta: 1 day, 3:06:24, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7312, loss_cls: 2.2850, loss: 2.2850 2020-06-17 18:37:56,410 - mmaction - INFO - Epoch [47][2360/3134] lr: 0.00100, eta: 1 day, 3:06:12, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7438, loss_cls: 2.3173, loss: 2.3173 2020-06-17 18:38:08,011 - mmaction - INFO - Epoch [47][2380/3134] lr: 0.00100, eta: 1 day, 3:06:00, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7219, loss_cls: 2.3576, loss: 2.3576 2020-06-17 18:38:19,685 - mmaction - INFO - Epoch [47][2400/3134] lr: 0.00100, eta: 1 day, 3:05:48, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6906, loss_cls: 2.6302, loss: 2.6302 2020-06-17 18:38:31,310 - mmaction - INFO - Epoch [47][2420/3134] lr: 0.00100, eta: 1 day, 3:05:37, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4250, top5_acc: 0.6969, loss_cls: 2.4528, loss: 2.4528 2020-06-17 18:38:42,984 - mmaction - INFO - Epoch [47][2440/3134] lr: 0.00100, eta: 1 day, 3:05:25, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7375, loss_cls: 2.3615, loss: 2.3615 2020-06-17 18:38:54,564 - mmaction - INFO - Epoch [47][2460/3134] lr: 0.00100, eta: 1 day, 3:05:13, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4344, top5_acc: 0.6813, loss_cls: 2.6067, loss: 2.6067 2020-06-17 18:39:06,192 - mmaction - INFO - Epoch [47][2480/3134] lr: 0.00100, eta: 1 day, 3:05:01, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7250, loss_cls: 2.2402, loss: 2.2402 2020-06-17 18:39:17,879 - mmaction - INFO - Epoch [47][2500/3134] lr: 0.00100, eta: 1 day, 3:04:50, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7031, loss_cls: 2.4735, loss: 2.4735 2020-06-17 18:39:29,444 - mmaction - INFO - Epoch [47][2520/3134] lr: 0.00100, eta: 1 day, 3:04:38, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.3844, top5_acc: 0.6656, loss_cls: 2.6183, loss: 2.6183 2020-06-17 18:39:41,143 - mmaction - INFO - Epoch [47][2540/3134] lr: 0.00100, eta: 1 day, 3:04:26, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4688, top5_acc: 0.6813, loss_cls: 2.3765, loss: 2.3765 2020-06-17 18:39:52,773 - mmaction - INFO - Epoch [47][2560/3134] lr: 0.00100, eta: 1 day, 3:04:14, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6844, loss_cls: 2.5362, loss: 2.5362 2020-06-17 18:40:04,426 - mmaction - INFO - Epoch [47][2580/3134] lr: 0.00100, eta: 1 day, 3:04:03, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7094, loss_cls: 2.3807, loss: 2.3807 2020-06-17 18:40:16,088 - mmaction - INFO - Epoch [47][2600/3134] lr: 0.00100, eta: 1 day, 3:03:51, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7281, loss_cls: 2.2671, loss: 2.2671 2020-06-17 18:40:27,758 - mmaction - INFO - Epoch [47][2620/3134] lr: 0.00100, eta: 1 day, 3:03:39, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7188, loss_cls: 2.4437, loss: 2.4437 2020-06-17 18:40:39,401 - mmaction - INFO - Epoch [47][2640/3134] lr: 0.00100, eta: 1 day, 3:03:27, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7281, loss_cls: 2.3214, loss: 2.3214 2020-06-17 18:40:51,031 - mmaction - INFO - Epoch [47][2660/3134] lr: 0.00100, eta: 1 day, 3:03:16, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7125, loss_cls: 2.4932, loss: 2.4932 2020-06-17 18:41:02,637 - mmaction - INFO - Epoch [47][2680/3134] lr: 0.00100, eta: 1 day, 3:03:04, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7188, loss_cls: 2.3647, loss: 2.3647 2020-06-17 18:41:14,206 - mmaction - INFO - Epoch [47][2700/3134] lr: 0.00100, eta: 1 day, 3:02:52, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6937, loss_cls: 2.5218, loss: 2.5218 2020-06-17 18:41:25,846 - mmaction - INFO - Epoch [47][2720/3134] lr: 0.00100, eta: 1 day, 3:02:40, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7281, loss_cls: 2.2404, loss: 2.2404 2020-06-17 18:41:37,451 - mmaction - INFO - Epoch [47][2740/3134] lr: 0.00100, eta: 1 day, 3:02:29, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7031, loss_cls: 2.4051, loss: 2.4051 2020-06-17 18:41:49,055 - mmaction - INFO - Epoch [47][2760/3134] lr: 0.00100, eta: 1 day, 3:02:17, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6687, loss_cls: 2.5929, loss: 2.5929 2020-06-17 18:42:00,666 - mmaction - INFO - Epoch [47][2780/3134] lr: 0.00100, eta: 1 day, 3:02:05, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6750, loss_cls: 2.6023, loss: 2.6023 2020-06-17 18:42:12,299 - mmaction - INFO - Epoch [47][2800/3134] lr: 0.00100, eta: 1 day, 3:01:53, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4188, top5_acc: 0.7125, loss_cls: 2.3926, loss: 2.3926 2020-06-17 18:42:23,839 - mmaction - INFO - Epoch [47][2820/3134] lr: 0.00100, eta: 1 day, 3:01:41, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7344, loss_cls: 2.2811, loss: 2.2811 2020-06-17 18:42:35,475 - mmaction - INFO - Epoch [47][2840/3134] lr: 0.00100, eta: 1 day, 3:01:30, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4250, top5_acc: 0.7063, loss_cls: 2.4116, loss: 2.4116 2020-06-17 18:42:47,100 - mmaction - INFO - Epoch [47][2860/3134] lr: 0.00100, eta: 1 day, 3:01:18, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4594, top5_acc: 0.6844, loss_cls: 2.5604, loss: 2.5604 2020-06-17 18:42:58,724 - mmaction - INFO - Epoch [47][2880/3134] lr: 0.00100, eta: 1 day, 3:01:06, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.4094, top5_acc: 0.6656, loss_cls: 2.6308, loss: 2.6308 2020-06-17 18:43:10,377 - mmaction - INFO - Epoch [47][2900/3134] lr: 0.00100, eta: 1 day, 3:00:54, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7344, loss_cls: 2.3242, loss: 2.3242 2020-06-17 18:43:22,053 - mmaction - INFO - Epoch [47][2920/3134] lr: 0.00100, eta: 1 day, 3:00:43, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.3937, top5_acc: 0.6937, loss_cls: 2.6034, loss: 2.6034 2020-06-17 18:43:33,657 - mmaction - INFO - Epoch [47][2940/3134] lr: 0.00100, eta: 1 day, 3:00:31, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7094, loss_cls: 2.4275, loss: 2.4275 2020-06-17 18:43:45,316 - mmaction - INFO - Epoch [47][2960/3134] lr: 0.00100, eta: 1 day, 3:00:19, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7438, loss_cls: 2.3405, loss: 2.3405 2020-06-17 18:43:56,840 - mmaction - INFO - Epoch [47][2980/3134] lr: 0.00100, eta: 1 day, 3:00:07, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7063, loss_cls: 2.4659, loss: 2.4659 2020-06-17 18:44:08,500 - mmaction - INFO - Epoch [47][3000/3134] lr: 0.00100, eta: 1 day, 2:59:55, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7000, loss_cls: 2.4180, loss: 2.4180 2020-06-17 18:44:20,148 - mmaction - INFO - Epoch [47][3020/3134] lr: 0.00100, eta: 1 day, 2:59:44, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7000, loss_cls: 2.5275, loss: 2.5275 2020-06-17 18:44:31,768 - mmaction - INFO - Epoch [47][3040/3134] lr: 0.00100, eta: 1 day, 2:59:32, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7094, loss_cls: 2.4180, loss: 2.4180 2020-06-17 18:44:43,433 - mmaction - INFO - Epoch [47][3060/3134] lr: 0.00100, eta: 1 day, 2:59:20, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7063, loss_cls: 2.3803, loss: 2.3803 2020-06-17 18:44:55,001 - mmaction - INFO - Epoch [47][3080/3134] lr: 0.00100, eta: 1 day, 2:59:08, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.4469, top5_acc: 0.6781, loss_cls: 2.4149, loss: 2.4149 2020-06-17 18:45:06,612 - mmaction - INFO - Epoch [47][3100/3134] lr: 0.00100, eta: 1 day, 2:58:57, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7000, loss_cls: 2.3351, loss: 2.3351 2020-06-17 18:45:18,247 - mmaction - INFO - Epoch [47][3120/3134] lr: 0.00100, eta: 1 day, 2:58:45, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7094, loss_cls: 2.3747, loss: 2.3747 2020-06-17 18:45:54,499 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-17 18:45:55,755 - mmaction - INFO - top1_acc 0.2837 top5_acc 0.5415 2020-06-17 18:45:55,772 - mmaction - INFO - Epoch [47][3134/3134] lr: 0.00100, top1_acc: 0.2837, top5_acc: 0.5415 2020-06-17 18:46:11,214 - mmaction - INFO - Epoch [48][20/3134] lr: 0.00100, eta: 1 day, 2:58:20, time: 0.770, data_time: 0.191, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7125, loss_cls: 2.4258, loss: 2.4258 2020-06-17 18:46:22,839 - mmaction - INFO - Epoch [48][40/3134] lr: 0.00100, eta: 1 day, 2:58:08, time: 0.581, data_time: 0.005, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7188, loss_cls: 2.4629, loss: 2.4629 2020-06-17 18:46:34,541 - mmaction - INFO - Epoch [48][60/3134] lr: 0.00100, eta: 1 day, 2:57:56, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4219, top5_acc: 0.6781, loss_cls: 2.6320, loss: 2.6320 2020-06-17 18:46:46,241 - mmaction - INFO - Epoch [48][80/3134] lr: 0.00100, eta: 1 day, 2:57:45, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4375, top5_acc: 0.6906, loss_cls: 2.4419, loss: 2.4419 2020-06-17 18:46:57,915 - mmaction - INFO - Epoch [48][100/3134] lr: 0.00100, eta: 1 day, 2:57:33, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7250, loss_cls: 2.2902, loss: 2.2902 2020-06-17 18:47:09,507 - mmaction - INFO - Epoch [48][120/3134] lr: 0.00100, eta: 1 day, 2:57:21, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7156, loss_cls: 2.3025, loss: 2.3025 2020-06-17 18:47:21,176 - mmaction - INFO - Epoch [48][140/3134] lr: 0.00100, eta: 1 day, 2:57:09, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6438, loss_cls: 2.5836, loss: 2.5836 2020-06-17 18:47:32,799 - mmaction - INFO - Epoch [48][160/3134] lr: 0.00100, eta: 1 day, 2:56:58, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4437, top5_acc: 0.6937, loss_cls: 2.3980, loss: 2.3980 2020-06-17 18:47:44,385 - mmaction - INFO - Epoch [48][180/3134] lr: 0.00100, eta: 1 day, 2:56:46, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7000, loss_cls: 2.4225, loss: 2.4225 2020-06-17 18:47:56,048 - mmaction - INFO - Epoch [48][200/3134] lr: 0.00100, eta: 1 day, 2:56:34, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4000, top5_acc: 0.6937, loss_cls: 2.5386, loss: 2.5386 2020-06-17 18:48:07,707 - mmaction - INFO - Epoch [48][220/3134] lr: 0.00100, eta: 1 day, 2:56:22, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4531, top5_acc: 0.6937, loss_cls: 2.4049, loss: 2.4049 2020-06-17 18:48:19,424 - mmaction - INFO - Epoch [48][240/3134] lr: 0.00100, eta: 1 day, 2:56:11, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7312, loss_cls: 2.2162, loss: 2.2162 2020-06-17 18:48:31,126 - mmaction - INFO - Epoch [48][260/3134] lr: 0.00100, eta: 1 day, 2:55:59, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4125, top5_acc: 0.7000, loss_cls: 2.4713, loss: 2.4713 2020-06-17 18:48:42,846 - mmaction - INFO - Epoch [48][280/3134] lr: 0.00100, eta: 1 day, 2:55:47, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.6906, loss_cls: 2.3074, loss: 2.3074 2020-06-17 18:48:54,503 - mmaction - INFO - Epoch [48][300/3134] lr: 0.00100, eta: 1 day, 2:55:36, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7344, loss_cls: 2.1279, loss: 2.1279 2020-06-17 18:49:06,159 - mmaction - INFO - Epoch [48][320/3134] lr: 0.00100, eta: 1 day, 2:55:24, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4250, top5_acc: 0.6719, loss_cls: 2.5632, loss: 2.5632 2020-06-17 18:49:17,806 - mmaction - INFO - Epoch [48][340/3134] lr: 0.00100, eta: 1 day, 2:55:12, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7219, loss_cls: 2.2579, loss: 2.2579 2020-06-17 18:49:29,458 - mmaction - INFO - Epoch [48][360/3134] lr: 0.00100, eta: 1 day, 2:55:00, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7000, loss_cls: 2.4169, loss: 2.4169 2020-06-17 18:49:41,067 - mmaction - INFO - Epoch [48][380/3134] lr: 0.00100, eta: 1 day, 2:54:49, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7063, loss_cls: 2.3029, loss: 2.3029 2020-06-17 18:49:52,711 - mmaction - INFO - Epoch [48][400/3134] lr: 0.00100, eta: 1 day, 2:54:37, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7469, loss_cls: 2.2804, loss: 2.2804 2020-06-17 18:50:04,434 - mmaction - INFO - Epoch [48][420/3134] lr: 0.00100, eta: 1 day, 2:54:25, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.4469, top5_acc: 0.6844, loss_cls: 2.4738, loss: 2.4738 2020-06-17 18:50:16,087 - mmaction - INFO - Epoch [48][440/3134] lr: 0.00100, eta: 1 day, 2:54:14, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7219, loss_cls: 2.1770, loss: 2.1770 2020-06-17 18:50:27,790 - mmaction - INFO - Epoch [48][460/3134] lr: 0.00100, eta: 1 day, 2:54:02, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4031, top5_acc: 0.6875, loss_cls: 2.5086, loss: 2.5086 2020-06-17 18:50:39,440 - mmaction - INFO - Epoch [48][480/3134] lr: 0.00100, eta: 1 day, 2:53:50, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7000, loss_cls: 2.4530, loss: 2.4530 2020-06-17 18:50:51,122 - mmaction - INFO - Epoch [48][500/3134] lr: 0.00100, eta: 1 day, 2:53:38, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4125, top5_acc: 0.6844, loss_cls: 2.4834, loss: 2.4834 2020-06-17 18:51:02,788 - mmaction - INFO - Epoch [48][520/3134] lr: 0.00100, eta: 1 day, 2:53:27, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4500, top5_acc: 0.6906, loss_cls: 2.6190, loss: 2.6190 2020-06-17 18:51:14,428 - mmaction - INFO - Epoch [48][540/3134] lr: 0.00100, eta: 1 day, 2:53:15, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4219, top5_acc: 0.6719, loss_cls: 2.5185, loss: 2.5185 2020-06-17 18:51:26,061 - mmaction - INFO - Epoch [48][560/3134] lr: 0.00100, eta: 1 day, 2:53:03, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7000, loss_cls: 2.4113, loss: 2.4113 2020-06-17 18:51:37,743 - mmaction - INFO - Epoch [48][580/3134] lr: 0.00100, eta: 1 day, 2:52:51, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7094, loss_cls: 2.4552, loss: 2.4552 2020-06-17 18:51:49,362 - mmaction - INFO - Epoch [48][600/3134] lr: 0.00100, eta: 1 day, 2:52:40, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7281, loss_cls: 2.1835, loss: 2.1835 2020-06-17 18:52:00,997 - mmaction - INFO - Epoch [48][620/3134] lr: 0.00100, eta: 1 day, 2:52:28, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7312, loss_cls: 2.2669, loss: 2.2669 2020-06-17 18:52:12,699 - mmaction - INFO - Epoch [48][640/3134] lr: 0.00100, eta: 1 day, 2:52:16, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6750, loss_cls: 2.6178, loss: 2.6178 2020-06-17 18:52:24,337 - mmaction - INFO - Epoch [48][660/3134] lr: 0.00100, eta: 1 day, 2:52:04, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7312, loss_cls: 2.3624, loss: 2.3624 2020-06-17 18:52:36,031 - mmaction - INFO - Epoch [48][680/3134] lr: 0.00100, eta: 1 day, 2:51:53, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7094, loss_cls: 2.2935, loss: 2.2935 2020-06-17 18:52:47,608 - mmaction - INFO - Epoch [48][700/3134] lr: 0.00100, eta: 1 day, 2:51:41, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4750, top5_acc: 0.6875, loss_cls: 2.5058, loss: 2.5058 2020-06-17 18:52:59,234 - mmaction - INFO - Epoch [48][720/3134] lr: 0.00100, eta: 1 day, 2:51:29, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.4656, top5_acc: 0.6969, loss_cls: 2.3522, loss: 2.3522 2020-06-17 18:53:10,838 - mmaction - INFO - Epoch [48][740/3134] lr: 0.00100, eta: 1 day, 2:51:17, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7188, loss_cls: 2.3876, loss: 2.3876 2020-06-17 18:53:22,604 - mmaction - INFO - Epoch [48][760/3134] lr: 0.00100, eta: 1 day, 2:51:06, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.4344, top5_acc: 0.6813, loss_cls: 2.4505, loss: 2.4505 2020-06-17 18:53:34,175 - mmaction - INFO - Epoch [48][780/3134] lr: 0.00100, eta: 1 day, 2:50:54, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7406, loss_cls: 2.1758, loss: 2.1758 2020-06-17 18:53:45,804 - mmaction - INFO - Epoch [48][800/3134] lr: 0.00100, eta: 1 day, 2:50:42, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7594, loss_cls: 2.2620, loss: 2.2620 2020-06-17 18:53:57,445 - mmaction - INFO - Epoch [48][820/3134] lr: 0.00100, eta: 1 day, 2:50:30, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4625, top5_acc: 0.6906, loss_cls: 2.4318, loss: 2.4318 2020-06-17 18:54:09,121 - mmaction - INFO - Epoch [48][840/3134] lr: 0.00100, eta: 1 day, 2:50:19, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7000, loss_cls: 2.5477, loss: 2.5477 2020-06-17 18:54:20,758 - mmaction - INFO - Epoch [48][860/3134] lr: 0.00100, eta: 1 day, 2:50:07, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7500, loss_cls: 2.3205, loss: 2.3205 2020-06-17 18:54:32,461 - mmaction - INFO - Epoch [48][880/3134] lr: 0.00100, eta: 1 day, 2:49:55, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.4375, top5_acc: 0.6719, loss_cls: 2.5208, loss: 2.5208 2020-06-17 18:54:44,110 - mmaction - INFO - Epoch [48][900/3134] lr: 0.00100, eta: 1 day, 2:49:44, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7125, loss_cls: 2.2694, loss: 2.2694 2020-06-17 18:54:55,687 - mmaction - INFO - Epoch [48][920/3134] lr: 0.00100, eta: 1 day, 2:49:32, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7156, loss_cls: 2.2976, loss: 2.2976 2020-06-17 18:55:07,334 - mmaction - INFO - Epoch [48][940/3134] lr: 0.00100, eta: 1 day, 2:49:20, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7406, loss_cls: 2.3673, loss: 2.3673 2020-06-17 18:55:18,989 - mmaction - INFO - Epoch [48][960/3134] lr: 0.00100, eta: 1 day, 2:49:08, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7000, loss_cls: 2.3604, loss: 2.3604 2020-06-17 18:55:30,577 - mmaction - INFO - Epoch [48][980/3134] lr: 0.00100, eta: 1 day, 2:48:56, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.4156, top5_acc: 0.6781, loss_cls: 2.4816, loss: 2.4816 2020-06-17 18:55:42,321 - mmaction - INFO - Epoch [48][1000/3134] lr: 0.00100, eta: 1 day, 2:48:45, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7063, loss_cls: 2.4836, loss: 2.4836 2020-06-17 18:55:54,023 - mmaction - INFO - Epoch [48][1020/3134] lr: 0.00100, eta: 1 day, 2:48:33, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7312, loss_cls: 2.2772, loss: 2.2772 2020-06-17 18:56:05,593 - mmaction - INFO - Epoch [48][1040/3134] lr: 0.00100, eta: 1 day, 2:48:21, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7031, loss_cls: 2.3252, loss: 2.3252 2020-06-17 18:56:17,348 - mmaction - INFO - Epoch [48][1060/3134] lr: 0.00100, eta: 1 day, 2:48:10, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7031, loss_cls: 2.4403, loss: 2.4403 2020-06-17 18:56:29,065 - mmaction - INFO - Epoch [48][1080/3134] lr: 0.00100, eta: 1 day, 2:47:58, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7250, loss_cls: 2.3171, loss: 2.3171 2020-06-17 18:56:40,646 - mmaction - INFO - Epoch [48][1100/3134] lr: 0.00100, eta: 1 day, 2:47:46, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7156, loss_cls: 2.3045, loss: 2.3045 2020-06-17 18:56:52,334 - mmaction - INFO - Epoch [48][1120/3134] lr: 0.00100, eta: 1 day, 2:47:34, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7156, loss_cls: 2.3674, loss: 2.3674 2020-06-17 18:57:04,020 - mmaction - INFO - Epoch [48][1140/3134] lr: 0.00100, eta: 1 day, 2:47:23, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.4125, top5_acc: 0.7188, loss_cls: 2.4587, loss: 2.4587 2020-06-17 18:57:15,747 - mmaction - INFO - Epoch [48][1160/3134] lr: 0.00100, eta: 1 day, 2:47:11, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.4125, top5_acc: 0.6750, loss_cls: 2.5191, loss: 2.5191 2020-06-17 18:57:27,336 - mmaction - INFO - Epoch [48][1180/3134] lr: 0.00100, eta: 1 day, 2:46:59, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7000, loss_cls: 2.3752, loss: 2.3752 2020-06-17 18:57:38,933 - mmaction - INFO - Epoch [48][1200/3134] lr: 0.00100, eta: 1 day, 2:46:48, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7344, loss_cls: 2.3970, loss: 2.3970 2020-06-17 18:57:50,557 - mmaction - INFO - Epoch [48][1220/3134] lr: 0.00100, eta: 1 day, 2:46:36, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7031, loss_cls: 2.3769, loss: 2.3769 2020-06-17 18:58:02,226 - mmaction - INFO - Epoch [48][1240/3134] lr: 0.00100, eta: 1 day, 2:46:24, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7125, loss_cls: 2.3944, loss: 2.3944 2020-06-17 18:58:13,877 - mmaction - INFO - Epoch [48][1260/3134] lr: 0.00100, eta: 1 day, 2:46:12, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7188, loss_cls: 2.3552, loss: 2.3552 2020-06-17 18:58:25,467 - mmaction - INFO - Epoch [48][1280/3134] lr: 0.00100, eta: 1 day, 2:46:00, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6937, loss_cls: 2.4653, loss: 2.4653 2020-06-17 18:58:37,187 - mmaction - INFO - Epoch [48][1300/3134] lr: 0.00100, eta: 1 day, 2:45:49, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7500, loss_cls: 2.2851, loss: 2.2851 2020-06-17 18:58:48,823 - mmaction - INFO - Epoch [48][1320/3134] lr: 0.00100, eta: 1 day, 2:45:37, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7063, loss_cls: 2.3564, loss: 2.3564 2020-06-17 18:59:00,506 - mmaction - INFO - Epoch [48][1340/3134] lr: 0.00100, eta: 1 day, 2:45:25, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7094, loss_cls: 2.3445, loss: 2.3445 2020-06-17 18:59:12,133 - mmaction - INFO - Epoch [48][1360/3134] lr: 0.00100, eta: 1 day, 2:45:14, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4500, top5_acc: 0.6719, loss_cls: 2.5887, loss: 2.5887 2020-06-17 18:59:23,709 - mmaction - INFO - Epoch [48][1380/3134] lr: 0.00100, eta: 1 day, 2:45:02, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4437, top5_acc: 0.6781, loss_cls: 2.4521, loss: 2.4521 2020-06-17 18:59:35,405 - mmaction - INFO - Epoch [48][1400/3134] lr: 0.00100, eta: 1 day, 2:44:50, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7281, loss_cls: 2.2430, loss: 2.2430 2020-06-17 18:59:47,042 - mmaction - INFO - Epoch [48][1420/3134] lr: 0.00100, eta: 1 day, 2:44:38, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7063, loss_cls: 2.4435, loss: 2.4435 2020-06-17 18:59:58,658 - mmaction - INFO - Epoch [48][1440/3134] lr: 0.00100, eta: 1 day, 2:44:27, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7156, loss_cls: 2.4384, loss: 2.4384 2020-06-17 19:00:11,116 - mmaction - INFO - Epoch [48][1460/3134] lr: 0.00100, eta: 1 day, 2:44:16, time: 0.622, data_time: 0.001, memory: 8339, top1_acc: 0.4250, top5_acc: 0.6750, loss_cls: 2.5362, loss: 2.5362 2020-06-17 19:00:23,275 - mmaction - INFO - Epoch [48][1480/3134] lr: 0.00100, eta: 1 day, 2:44:05, time: 0.608, data_time: 0.001, memory: 8339, top1_acc: 0.4406, top5_acc: 0.6969, loss_cls: 2.4294, loss: 2.4294 2020-06-17 19:00:34,849 - mmaction - INFO - Epoch [48][1500/3134] lr: 0.00100, eta: 1 day, 2:43:53, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4500, top5_acc: 0.6875, loss_cls: 2.3912, loss: 2.3912 2020-06-17 19:00:46,504 - mmaction - INFO - Epoch [48][1520/3134] lr: 0.00100, eta: 1 day, 2:43:41, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7375, loss_cls: 2.3948, loss: 2.3948 2020-06-17 19:00:58,205 - mmaction - INFO - Epoch [48][1540/3134] lr: 0.00100, eta: 1 day, 2:43:29, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.4156, top5_acc: 0.6750, loss_cls: 2.5977, loss: 2.5977 2020-06-17 19:01:09,749 - mmaction - INFO - Epoch [48][1560/3134] lr: 0.00100, eta: 1 day, 2:43:17, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7500, loss_cls: 2.2757, loss: 2.2757 2020-06-17 19:01:21,440 - mmaction - INFO - Epoch [48][1580/3134] lr: 0.00100, eta: 1 day, 2:43:06, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4000, top5_acc: 0.6813, loss_cls: 2.6749, loss: 2.6749 2020-06-17 19:01:33,125 - mmaction - INFO - Epoch [48][1600/3134] lr: 0.00100, eta: 1 day, 2:42:54, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7250, loss_cls: 2.3462, loss: 2.3462 2020-06-17 19:01:44,744 - mmaction - INFO - Epoch [48][1620/3134] lr: 0.00100, eta: 1 day, 2:42:42, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7344, loss_cls: 2.3046, loss: 2.3046 2020-06-17 19:01:56,436 - mmaction - INFO - Epoch [48][1640/3134] lr: 0.00100, eta: 1 day, 2:42:31, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4500, top5_acc: 0.6906, loss_cls: 2.4595, loss: 2.4595 2020-06-17 19:02:08,003 - mmaction - INFO - Epoch [48][1660/3134] lr: 0.00100, eta: 1 day, 2:42:19, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7562, loss_cls: 2.1268, loss: 2.1268 2020-06-17 19:02:19,596 - mmaction - INFO - Epoch [48][1680/3134] lr: 0.00100, eta: 1 day, 2:42:07, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7125, loss_cls: 2.4022, loss: 2.4022 2020-06-17 19:02:31,317 - mmaction - INFO - Epoch [48][1700/3134] lr: 0.00100, eta: 1 day, 2:41:55, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4469, top5_acc: 0.6781, loss_cls: 2.5246, loss: 2.5246 2020-06-17 19:02:42,940 - mmaction - INFO - Epoch [48][1720/3134] lr: 0.00100, eta: 1 day, 2:41:43, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4500, top5_acc: 0.6969, loss_cls: 2.3696, loss: 2.3696 2020-06-17 19:02:54,601 - mmaction - INFO - Epoch [48][1740/3134] lr: 0.00100, eta: 1 day, 2:41:32, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.4094, top5_acc: 0.6750, loss_cls: 2.4534, loss: 2.4534 2020-06-17 19:03:06,256 - mmaction - INFO - Epoch [48][1760/3134] lr: 0.00100, eta: 1 day, 2:41:20, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4437, top5_acc: 0.6969, loss_cls: 2.3435, loss: 2.3435 2020-06-17 19:03:17,803 - mmaction - INFO - Epoch [48][1780/3134] lr: 0.00100, eta: 1 day, 2:41:08, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.4031, top5_acc: 0.6844, loss_cls: 2.5554, loss: 2.5554 2020-06-17 19:03:29,506 - mmaction - INFO - Epoch [48][1800/3134] lr: 0.00100, eta: 1 day, 2:40:57, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4125, top5_acc: 0.6969, loss_cls: 2.4363, loss: 2.4363 2020-06-17 19:03:41,079 - mmaction - INFO - Epoch [48][1820/3134] lr: 0.00100, eta: 1 day, 2:40:45, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4562, top5_acc: 0.6969, loss_cls: 2.3944, loss: 2.3944 2020-06-17 19:03:52,726 - mmaction - INFO - Epoch [48][1840/3134] lr: 0.00100, eta: 1 day, 2:40:33, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7000, loss_cls: 2.3915, loss: 2.3915 2020-06-17 19:04:04,349 - mmaction - INFO - Epoch [48][1860/3134] lr: 0.00100, eta: 1 day, 2:40:21, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6937, loss_cls: 2.4531, loss: 2.4531 2020-06-17 19:04:15,932 - mmaction - INFO - Epoch [48][1880/3134] lr: 0.00100, eta: 1 day, 2:40:09, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3969, top5_acc: 0.6375, loss_cls: 2.6471, loss: 2.6471 2020-06-17 19:04:27,618 - mmaction - INFO - Epoch [48][1900/3134] lr: 0.00100, eta: 1 day, 2:39:58, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7594, loss_cls: 2.1649, loss: 2.1649 2020-06-17 19:04:39,305 - mmaction - INFO - Epoch [48][1920/3134] lr: 0.00100, eta: 1 day, 2:39:46, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7188, loss_cls: 2.3544, loss: 2.3544 2020-06-17 19:04:50,898 - mmaction - INFO - Epoch [48][1940/3134] lr: 0.00100, eta: 1 day, 2:39:34, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7031, loss_cls: 2.4170, loss: 2.4170 2020-06-17 19:05:02,457 - mmaction - INFO - Epoch [48][1960/3134] lr: 0.00100, eta: 1 day, 2:39:22, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7188, loss_cls: 2.2770, loss: 2.2770 2020-06-17 19:05:14,040 - mmaction - INFO - Epoch [48][1980/3134] lr: 0.00100, eta: 1 day, 2:39:11, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7344, loss_cls: 2.2397, loss: 2.2397 2020-06-17 19:05:25,632 - mmaction - INFO - Epoch [48][2000/3134] lr: 0.00100, eta: 1 day, 2:38:59, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7156, loss_cls: 2.3224, loss: 2.3224 2020-06-17 19:05:37,228 - mmaction - INFO - Epoch [48][2020/3134] lr: 0.00100, eta: 1 day, 2:38:47, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4156, top5_acc: 0.6813, loss_cls: 2.4725, loss: 2.4725 2020-06-17 19:05:48,826 - mmaction - INFO - Epoch [48][2040/3134] lr: 0.00100, eta: 1 day, 2:38:35, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7219, loss_cls: 2.3543, loss: 2.3543 2020-06-17 19:06:00,571 - mmaction - INFO - Epoch [48][2060/3134] lr: 0.00100, eta: 1 day, 2:38:23, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.4531, top5_acc: 0.6906, loss_cls: 2.4499, loss: 2.4499 2020-06-17 19:06:12,191 - mmaction - INFO - Epoch [48][2080/3134] lr: 0.00100, eta: 1 day, 2:38:12, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7469, loss_cls: 2.2935, loss: 2.2935 2020-06-17 19:06:23,817 - mmaction - INFO - Epoch [48][2100/3134] lr: 0.00100, eta: 1 day, 2:38:00, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7094, loss_cls: 2.4145, loss: 2.4145 2020-06-17 19:06:35,518 - mmaction - INFO - Epoch [48][2120/3134] lr: 0.00100, eta: 1 day, 2:37:48, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7125, loss_cls: 2.3485, loss: 2.3485 2020-06-17 19:06:47,066 - mmaction - INFO - Epoch [48][2140/3134] lr: 0.00100, eta: 1 day, 2:37:36, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.4375, top5_acc: 0.6875, loss_cls: 2.5238, loss: 2.5238 2020-06-17 19:06:58,643 - mmaction - INFO - Epoch [48][2160/3134] lr: 0.00100, eta: 1 day, 2:37:25, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7688, loss_cls: 2.2285, loss: 2.2285 2020-06-17 19:07:10,366 - mmaction - INFO - Epoch [48][2180/3134] lr: 0.00100, eta: 1 day, 2:37:13, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7344, loss_cls: 2.2750, loss: 2.2750 2020-06-17 19:07:22,014 - mmaction - INFO - Epoch [48][2200/3134] lr: 0.00100, eta: 1 day, 2:37:01, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7188, loss_cls: 2.4130, loss: 2.4130 2020-06-17 19:07:33,613 - mmaction - INFO - Epoch [48][2220/3134] lr: 0.00100, eta: 1 day, 2:36:49, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7094, loss_cls: 2.4018, loss: 2.4018 2020-06-17 19:07:45,320 - mmaction - INFO - Epoch [48][2240/3134] lr: 0.00100, eta: 1 day, 2:36:38, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7344, loss_cls: 2.2498, loss: 2.2498 2020-06-17 19:07:56,929 - mmaction - INFO - Epoch [48][2260/3134] lr: 0.00100, eta: 1 day, 2:36:26, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4375, top5_acc: 0.6906, loss_cls: 2.5559, loss: 2.5559 2020-06-17 19:08:08,570 - mmaction - INFO - Epoch [48][2280/3134] lr: 0.00100, eta: 1 day, 2:36:14, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6969, loss_cls: 2.4374, loss: 2.4374 2020-06-17 19:08:20,221 - mmaction - INFO - Epoch [48][2300/3134] lr: 0.00100, eta: 1 day, 2:36:02, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6844, loss_cls: 2.5913, loss: 2.5913 2020-06-17 19:08:31,868 - mmaction - INFO - Epoch [48][2320/3134] lr: 0.00100, eta: 1 day, 2:35:51, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7438, loss_cls: 2.3314, loss: 2.3314 2020-06-17 19:08:43,521 - mmaction - INFO - Epoch [48][2340/3134] lr: 0.00100, eta: 1 day, 2:35:39, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7188, loss_cls: 2.3263, loss: 2.3263 2020-06-17 19:08:55,216 - mmaction - INFO - Epoch [48][2360/3134] lr: 0.00100, eta: 1 day, 2:35:27, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7250, loss_cls: 2.3087, loss: 2.3087 2020-06-17 19:09:06,901 - mmaction - INFO - Epoch [48][2380/3134] lr: 0.00100, eta: 1 day, 2:35:16, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4437, top5_acc: 0.6750, loss_cls: 2.4755, loss: 2.4755 2020-06-17 19:09:18,461 - mmaction - INFO - Epoch [48][2400/3134] lr: 0.00100, eta: 1 day, 2:35:04, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.3937, top5_acc: 0.6937, loss_cls: 2.5061, loss: 2.5061 2020-06-17 19:09:30,060 - mmaction - INFO - Epoch [48][2420/3134] lr: 0.00100, eta: 1 day, 2:34:52, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.4562, top5_acc: 0.6969, loss_cls: 2.3852, loss: 2.3852 2020-06-17 19:09:41,648 - mmaction - INFO - Epoch [48][2440/3134] lr: 0.00100, eta: 1 day, 2:34:40, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.4156, top5_acc: 0.6687, loss_cls: 2.6077, loss: 2.6077 2020-06-17 19:09:53,281 - mmaction - INFO - Epoch [48][2460/3134] lr: 0.00100, eta: 1 day, 2:34:28, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7594, loss_cls: 2.2053, loss: 2.2053 2020-06-17 19:10:04,867 - mmaction - INFO - Epoch [48][2480/3134] lr: 0.00100, eta: 1 day, 2:34:17, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7063, loss_cls: 2.3196, loss: 2.3196 2020-06-17 19:10:16,446 - mmaction - INFO - Epoch [48][2500/3134] lr: 0.00100, eta: 1 day, 2:34:05, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4562, top5_acc: 0.6875, loss_cls: 2.4695, loss: 2.4695 2020-06-17 19:10:28,154 - mmaction - INFO - Epoch [48][2520/3134] lr: 0.00100, eta: 1 day, 2:33:53, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4437, top5_acc: 0.6906, loss_cls: 2.5335, loss: 2.5335 2020-06-17 19:10:39,714 - mmaction - INFO - Epoch [48][2540/3134] lr: 0.00100, eta: 1 day, 2:33:41, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.6750, loss_cls: 2.4333, loss: 2.4333 2020-06-17 19:10:51,427 - mmaction - INFO - Epoch [48][2560/3134] lr: 0.00100, eta: 1 day, 2:33:30, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6969, loss_cls: 2.4514, loss: 2.4514 2020-06-17 19:11:03,152 - mmaction - INFO - Epoch [48][2580/3134] lr: 0.00100, eta: 1 day, 2:33:18, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6969, loss_cls: 2.4991, loss: 2.4991 2020-06-17 19:11:14,866 - mmaction - INFO - Epoch [48][2600/3134] lr: 0.00100, eta: 1 day, 2:33:06, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7125, loss_cls: 2.4050, loss: 2.4050 2020-06-17 19:11:26,488 - mmaction - INFO - Epoch [48][2620/3134] lr: 0.00100, eta: 1 day, 2:32:54, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7219, loss_cls: 2.2570, loss: 2.2570 2020-06-17 19:11:38,154 - mmaction - INFO - Epoch [48][2640/3134] lr: 0.00100, eta: 1 day, 2:32:43, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4031, top5_acc: 0.6844, loss_cls: 2.6300, loss: 2.6300 2020-06-17 19:11:49,940 - mmaction - INFO - Epoch [48][2660/3134] lr: 0.00100, eta: 1 day, 2:32:31, time: 0.589, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7156, loss_cls: 2.3469, loss: 2.3469 2020-06-17 19:12:01,520 - mmaction - INFO - Epoch [48][2680/3134] lr: 0.00100, eta: 1 day, 2:32:19, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7094, loss_cls: 2.4278, loss: 2.4278 2020-06-17 19:12:13,221 - mmaction - INFO - Epoch [48][2700/3134] lr: 0.00100, eta: 1 day, 2:32:08, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7438, loss_cls: 2.2863, loss: 2.2863 2020-06-17 19:12:24,912 - mmaction - INFO - Epoch [48][2720/3134] lr: 0.00100, eta: 1 day, 2:31:56, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.4250, top5_acc: 0.7063, loss_cls: 2.5376, loss: 2.5376 2020-06-17 19:12:36,539 - mmaction - INFO - Epoch [48][2740/3134] lr: 0.00100, eta: 1 day, 2:31:44, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4250, top5_acc: 0.7031, loss_cls: 2.4223, loss: 2.4223 2020-06-17 19:12:48,176 - mmaction - INFO - Epoch [48][2760/3134] lr: 0.00100, eta: 1 day, 2:31:32, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.4125, top5_acc: 0.6594, loss_cls: 2.5761, loss: 2.5761 2020-06-17 19:12:59,885 - mmaction - INFO - Epoch [48][2780/3134] lr: 0.00100, eta: 1 day, 2:31:21, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7031, loss_cls: 2.3532, loss: 2.3532 2020-06-17 19:13:11,452 - mmaction - INFO - Epoch [48][2800/3134] lr: 0.00100, eta: 1 day, 2:31:09, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7250, loss_cls: 2.3453, loss: 2.3453 2020-06-17 19:13:23,051 - mmaction - INFO - Epoch [48][2820/3134] lr: 0.00100, eta: 1 day, 2:30:57, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7281, loss_cls: 2.2597, loss: 2.2597 2020-06-17 19:13:34,662 - mmaction - INFO - Epoch [48][2840/3134] lr: 0.00100, eta: 1 day, 2:30:45, time: 0.579, data_time: 0.004, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7250, loss_cls: 2.4049, loss: 2.4049 2020-06-17 19:13:46,334 - mmaction - INFO - Epoch [48][2860/3134] lr: 0.00100, eta: 1 day, 2:30:34, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.3937, top5_acc: 0.6687, loss_cls: 2.6372, loss: 2.6372 2020-06-17 19:13:58,100 - mmaction - INFO - Epoch [48][2880/3134] lr: 0.00100, eta: 1 day, 2:30:22, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.4375, top5_acc: 0.6969, loss_cls: 2.4605, loss: 2.4605 2020-06-17 19:14:09,709 - mmaction - INFO - Epoch [48][2900/3134] lr: 0.00100, eta: 1 day, 2:30:10, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7063, loss_cls: 2.3690, loss: 2.3690 2020-06-17 19:14:21,344 - mmaction - INFO - Epoch [48][2920/3134] lr: 0.00100, eta: 1 day, 2:29:59, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4469, top5_acc: 0.6844, loss_cls: 2.4881, loss: 2.4881 2020-06-17 19:14:32,967 - mmaction - INFO - Epoch [48][2940/3134] lr: 0.00100, eta: 1 day, 2:29:47, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7188, loss_cls: 2.4477, loss: 2.4477 2020-06-17 19:14:44,701 - mmaction - INFO - Epoch [48][2960/3134] lr: 0.00100, eta: 1 day, 2:29:35, time: 0.588, data_time: 0.002, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7125, loss_cls: 2.3482, loss: 2.3482 2020-06-17 19:14:56,328 - mmaction - INFO - Epoch [48][2980/3134] lr: 0.00100, eta: 1 day, 2:29:23, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4406, top5_acc: 0.6969, loss_cls: 2.5379, loss: 2.5379 2020-06-17 19:15:08,082 - mmaction - INFO - Epoch [48][3000/3134] lr: 0.00100, eta: 1 day, 2:29:12, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7000, loss_cls: 2.4785, loss: 2.4785 2020-06-17 19:15:19,702 - mmaction - INFO - Epoch [48][3020/3134] lr: 0.00100, eta: 1 day, 2:29:00, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7281, loss_cls: 2.3785, loss: 2.3785 2020-06-17 19:15:31,309 - mmaction - INFO - Epoch [48][3040/3134] lr: 0.00100, eta: 1 day, 2:28:48, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4406, top5_acc: 0.6813, loss_cls: 2.5431, loss: 2.5431 2020-06-17 19:15:43,022 - mmaction - INFO - Epoch [48][3060/3134] lr: 0.00100, eta: 1 day, 2:28:36, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6969, loss_cls: 2.4993, loss: 2.4993 2020-06-17 19:15:54,625 - mmaction - INFO - Epoch [48][3080/3134] lr: 0.00100, eta: 1 day, 2:28:25, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7063, loss_cls: 2.3756, loss: 2.3756 2020-06-17 19:16:06,173 - mmaction - INFO - Epoch [48][3100/3134] lr: 0.00100, eta: 1 day, 2:28:13, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7156, loss_cls: 2.3710, loss: 2.3710 2020-06-17 19:16:17,827 - mmaction - INFO - Epoch [48][3120/3134] lr: 0.00100, eta: 1 day, 2:28:01, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7031, loss_cls: 2.3124, loss: 2.3124 2020-06-17 19:16:56,371 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-17 19:16:57,632 - mmaction - INFO - top1_acc 0.2841 top5_acc 0.5414 2020-06-17 19:16:57,649 - mmaction - INFO - Epoch [48][3134/3134] lr: 0.00100, top1_acc: 0.2841, top5_acc: 0.5414 2020-06-17 19:17:13,378 - mmaction - INFO - Epoch [49][20/3134] lr: 0.00100, eta: 1 day, 2:27:37, time: 0.786, data_time: 0.208, memory: 8339, top1_acc: 0.4125, top5_acc: 0.6562, loss_cls: 2.5040, loss: 2.5040 2020-06-17 19:17:25,032 - mmaction - INFO - Epoch [49][40/3134] lr: 0.00100, eta: 1 day, 2:27:25, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7156, loss_cls: 2.3319, loss: 2.3319 2020-06-17 19:17:36,740 - mmaction - INFO - Epoch [49][60/3134] lr: 0.00100, eta: 1 day, 2:27:13, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7188, loss_cls: 2.3243, loss: 2.3243 2020-06-17 19:17:48,358 - mmaction - INFO - Epoch [49][80/3134] lr: 0.00100, eta: 1 day, 2:27:02, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4250, top5_acc: 0.6844, loss_cls: 2.4758, loss: 2.4758 2020-06-17 19:18:00,018 - mmaction - INFO - Epoch [49][100/3134] lr: 0.00100, eta: 1 day, 2:26:50, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7312, loss_cls: 2.3481, loss: 2.3481 2020-06-17 19:18:11,583 - mmaction - INFO - Epoch [49][120/3134] lr: 0.00100, eta: 1 day, 2:26:38, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.4125, top5_acc: 0.6781, loss_cls: 2.6726, loss: 2.6726 2020-06-17 19:18:23,309 - mmaction - INFO - Epoch [49][140/3134] lr: 0.00100, eta: 1 day, 2:26:26, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7688, loss_cls: 2.2307, loss: 2.2307 2020-06-17 19:18:34,933 - mmaction - INFO - Epoch [49][160/3134] lr: 0.00100, eta: 1 day, 2:26:15, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7281, loss_cls: 2.3397, loss: 2.3397 2020-06-17 19:18:46,599 - mmaction - INFO - Epoch [49][180/3134] lr: 0.00100, eta: 1 day, 2:26:03, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7250, loss_cls: 2.3468, loss: 2.3468 2020-06-17 19:18:58,181 - mmaction - INFO - Epoch [49][200/3134] lr: 0.00100, eta: 1 day, 2:25:51, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4562, top5_acc: 0.6562, loss_cls: 2.5368, loss: 2.5368 2020-06-17 19:19:09,928 - mmaction - INFO - Epoch [49][220/3134] lr: 0.00100, eta: 1 day, 2:25:39, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4562, top5_acc: 0.6937, loss_cls: 2.5102, loss: 2.5102 2020-06-17 19:19:21,591 - mmaction - INFO - Epoch [49][240/3134] lr: 0.00100, eta: 1 day, 2:25:28, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.6844, loss_cls: 2.3710, loss: 2.3710 2020-06-17 19:19:33,201 - mmaction - INFO - Epoch [49][260/3134] lr: 0.00100, eta: 1 day, 2:25:16, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7281, loss_cls: 2.2825, loss: 2.2825 2020-06-17 19:19:44,888 - mmaction - INFO - Epoch [49][280/3134] lr: 0.00100, eta: 1 day, 2:25:04, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7312, loss_cls: 2.3641, loss: 2.3641 2020-06-17 19:19:56,643 - mmaction - INFO - Epoch [49][300/3134] lr: 0.00100, eta: 1 day, 2:24:53, time: 0.589, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7219, loss_cls: 2.2388, loss: 2.2388 2020-06-17 19:20:08,367 - mmaction - INFO - Epoch [49][320/3134] lr: 0.00100, eta: 1 day, 2:24:41, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7125, loss_cls: 2.2693, loss: 2.2693 2020-06-17 19:20:19,975 - mmaction - INFO - Epoch [49][340/3134] lr: 0.00100, eta: 1 day, 2:24:29, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7344, loss_cls: 2.3704, loss: 2.3704 2020-06-17 19:20:31,577 - mmaction - INFO - Epoch [49][360/3134] lr: 0.00100, eta: 1 day, 2:24:17, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4688, top5_acc: 0.6969, loss_cls: 2.4447, loss: 2.4447 2020-06-17 19:20:43,316 - mmaction - INFO - Epoch [49][380/3134] lr: 0.00100, eta: 1 day, 2:24:06, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.4000, top5_acc: 0.7031, loss_cls: 2.5827, loss: 2.5827 2020-06-17 19:20:54,948 - mmaction - INFO - Epoch [49][400/3134] lr: 0.00100, eta: 1 day, 2:23:54, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.4062, top5_acc: 0.6625, loss_cls: 2.5585, loss: 2.5585 2020-06-17 19:21:06,567 - mmaction - INFO - Epoch [49][420/3134] lr: 0.00100, eta: 1 day, 2:23:42, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6906, loss_cls: 2.5420, loss: 2.5420 2020-06-17 19:21:18,194 - mmaction - INFO - Epoch [49][440/3134] lr: 0.00100, eta: 1 day, 2:23:30, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4625, top5_acc: 0.6906, loss_cls: 2.3617, loss: 2.3617 2020-06-17 19:21:29,758 - mmaction - INFO - Epoch [49][460/3134] lr: 0.00100, eta: 1 day, 2:23:19, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7156, loss_cls: 2.4575, loss: 2.4575 2020-06-17 19:21:41,343 - mmaction - INFO - Epoch [49][480/3134] lr: 0.00100, eta: 1 day, 2:23:07, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6906, loss_cls: 2.4879, loss: 2.4879 2020-06-17 19:21:53,111 - mmaction - INFO - Epoch [49][500/3134] lr: 0.00100, eta: 1 day, 2:22:55, time: 0.588, data_time: 0.002, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7188, loss_cls: 2.4440, loss: 2.4440 2020-06-17 19:22:04,720 - mmaction - INFO - Epoch [49][520/3134] lr: 0.00100, eta: 1 day, 2:22:43, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7281, loss_cls: 2.2339, loss: 2.2339 2020-06-17 19:22:16,346 - mmaction - INFO - Epoch [49][540/3134] lr: 0.00100, eta: 1 day, 2:22:32, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7219, loss_cls: 2.4071, loss: 2.4071 2020-06-17 19:22:28,021 - mmaction - INFO - Epoch [49][560/3134] lr: 0.00100, eta: 1 day, 2:22:20, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4375, top5_acc: 0.6937, loss_cls: 2.5597, loss: 2.5597 2020-06-17 19:22:39,620 - mmaction - INFO - Epoch [49][580/3134] lr: 0.00100, eta: 1 day, 2:22:08, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7063, loss_cls: 2.4322, loss: 2.4322 2020-06-17 19:22:51,261 - mmaction - INFO - Epoch [49][600/3134] lr: 0.00100, eta: 1 day, 2:21:56, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4031, top5_acc: 0.6969, loss_cls: 2.4372, loss: 2.4372 2020-06-17 19:23:02,981 - mmaction - INFO - Epoch [49][620/3134] lr: 0.00100, eta: 1 day, 2:21:45, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4688, top5_acc: 0.6750, loss_cls: 2.4793, loss: 2.4793 2020-06-17 19:23:14,613 - mmaction - INFO - Epoch [49][640/3134] lr: 0.00100, eta: 1 day, 2:21:33, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7188, loss_cls: 2.2922, loss: 2.2922 2020-06-17 19:23:26,275 - mmaction - INFO - Epoch [49][660/3134] lr: 0.00100, eta: 1 day, 2:21:21, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4469, top5_acc: 0.6813, loss_cls: 2.4430, loss: 2.4430 2020-06-17 19:23:37,945 - mmaction - INFO - Epoch [49][680/3134] lr: 0.00100, eta: 1 day, 2:21:09, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7219, loss_cls: 2.3508, loss: 2.3508 2020-06-17 19:23:49,644 - mmaction - INFO - Epoch [49][700/3134] lr: 0.00100, eta: 1 day, 2:20:58, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4062, top5_acc: 0.6875, loss_cls: 2.5383, loss: 2.5383 2020-06-17 19:24:01,324 - mmaction - INFO - Epoch [49][720/3134] lr: 0.00100, eta: 1 day, 2:20:46, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6687, loss_cls: 2.5625, loss: 2.5625 2020-06-17 19:24:12,941 - mmaction - INFO - Epoch [49][740/3134] lr: 0.00100, eta: 1 day, 2:20:34, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4219, top5_acc: 0.7219, loss_cls: 2.4041, loss: 2.4041 2020-06-17 19:24:24,587 - mmaction - INFO - Epoch [49][760/3134] lr: 0.00100, eta: 1 day, 2:20:23, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6844, loss_cls: 2.5179, loss: 2.5179 2020-06-17 19:24:36,223 - mmaction - INFO - Epoch [49][780/3134] lr: 0.00100, eta: 1 day, 2:20:11, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7188, loss_cls: 2.3389, loss: 2.3389 2020-06-17 19:24:47,868 - mmaction - INFO - Epoch [49][800/3134] lr: 0.00100, eta: 1 day, 2:19:59, time: 0.582, data_time: 0.000, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7531, loss_cls: 2.2624, loss: 2.2624 2020-06-17 19:24:59,618 - mmaction - INFO - Epoch [49][820/3134] lr: 0.00100, eta: 1 day, 2:19:47, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7219, loss_cls: 2.2697, loss: 2.2697 2020-06-17 19:25:11,244 - mmaction - INFO - Epoch [49][840/3134] lr: 0.00100, eta: 1 day, 2:19:36, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7000, loss_cls: 2.4314, loss: 2.4314 2020-06-17 19:25:22,847 - mmaction - INFO - Epoch [49][860/3134] lr: 0.00100, eta: 1 day, 2:19:24, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4031, top5_acc: 0.6594, loss_cls: 2.5982, loss: 2.5982 2020-06-17 19:25:34,504 - mmaction - INFO - Epoch [49][880/3134] lr: 0.00100, eta: 1 day, 2:19:12, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4688, top5_acc: 0.6781, loss_cls: 2.4646, loss: 2.4646 2020-06-17 19:25:46,158 - mmaction - INFO - Epoch [49][900/3134] lr: 0.00100, eta: 1 day, 2:19:00, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6687, loss_cls: 2.5167, loss: 2.5167 2020-06-17 19:25:57,798 - mmaction - INFO - Epoch [49][920/3134] lr: 0.00100, eta: 1 day, 2:18:49, time: 0.582, data_time: 0.000, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6875, loss_cls: 2.5192, loss: 2.5192 2020-06-17 19:26:09,432 - mmaction - INFO - Epoch [49][940/3134] lr: 0.00100, eta: 1 day, 2:18:37, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7125, loss_cls: 2.3704, loss: 2.3704 2020-06-17 19:26:21,070 - mmaction - INFO - Epoch [49][960/3134] lr: 0.00100, eta: 1 day, 2:18:25, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7406, loss_cls: 2.2280, loss: 2.2280 2020-06-17 19:26:32,762 - mmaction - INFO - Epoch [49][980/3134] lr: 0.00100, eta: 1 day, 2:18:14, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6719, loss_cls: 2.5682, loss: 2.5682 2020-06-17 19:26:44,313 - mmaction - INFO - Epoch [49][1000/3134] lr: 0.00100, eta: 1 day, 2:18:02, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.4406, top5_acc: 0.6906, loss_cls: 2.6020, loss: 2.6020 2020-06-17 19:26:55,913 - mmaction - INFO - Epoch [49][1020/3134] lr: 0.00100, eta: 1 day, 2:17:50, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4531, top5_acc: 0.6594, loss_cls: 2.5880, loss: 2.5880 2020-06-17 19:27:07,563 - mmaction - INFO - Epoch [49][1040/3134] lr: 0.00100, eta: 1 day, 2:17:38, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4594, top5_acc: 0.6906, loss_cls: 2.4266, loss: 2.4266 2020-06-17 19:27:19,201 - mmaction - INFO - Epoch [49][1060/3134] lr: 0.00100, eta: 1 day, 2:17:26, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4125, top5_acc: 0.6937, loss_cls: 2.5598, loss: 2.5598 2020-06-17 19:27:30,803 - mmaction - INFO - Epoch [49][1080/3134] lr: 0.00100, eta: 1 day, 2:17:15, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7063, loss_cls: 2.4708, loss: 2.4708 2020-06-17 19:27:42,439 - mmaction - INFO - Epoch [49][1100/3134] lr: 0.00100, eta: 1 day, 2:17:03, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7531, loss_cls: 2.2617, loss: 2.2617 2020-06-17 19:27:54,018 - mmaction - INFO - Epoch [49][1120/3134] lr: 0.00100, eta: 1 day, 2:16:51, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4219, top5_acc: 0.7344, loss_cls: 2.3875, loss: 2.3875 2020-06-17 19:28:05,555 - mmaction - INFO - Epoch [49][1140/3134] lr: 0.00100, eta: 1 day, 2:16:39, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.4094, top5_acc: 0.6594, loss_cls: 2.5685, loss: 2.5685 2020-06-17 19:28:17,273 - mmaction - INFO - Epoch [49][1160/3134] lr: 0.00100, eta: 1 day, 2:16:28, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7312, loss_cls: 2.3284, loss: 2.3284 2020-06-17 19:28:28,978 - mmaction - INFO - Epoch [49][1180/3134] lr: 0.00100, eta: 1 day, 2:16:16, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4281, top5_acc: 0.7156, loss_cls: 2.4579, loss: 2.4579 2020-06-17 19:28:40,629 - mmaction - INFO - Epoch [49][1200/3134] lr: 0.00100, eta: 1 day, 2:16:04, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7344, loss_cls: 2.3192, loss: 2.3192 2020-06-17 19:28:52,284 - mmaction - INFO - Epoch [49][1220/3134] lr: 0.00100, eta: 1 day, 2:15:52, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4406, top5_acc: 0.6750, loss_cls: 2.6241, loss: 2.6241 2020-06-17 19:29:03,899 - mmaction - INFO - Epoch [49][1240/3134] lr: 0.00100, eta: 1 day, 2:15:41, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7094, loss_cls: 2.2676, loss: 2.2676 2020-06-17 19:29:15,621 - mmaction - INFO - Epoch [49][1260/3134] lr: 0.00100, eta: 1 day, 2:15:29, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.4094, top5_acc: 0.6969, loss_cls: 2.5000, loss: 2.5000 2020-06-17 19:29:27,292 - mmaction - INFO - Epoch [49][1280/3134] lr: 0.00100, eta: 1 day, 2:15:17, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4562, top5_acc: 0.6844, loss_cls: 2.4821, loss: 2.4821 2020-06-17 19:29:38,876 - mmaction - INFO - Epoch [49][1300/3134] lr: 0.00100, eta: 1 day, 2:15:05, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.6813, loss_cls: 2.5138, loss: 2.5138 2020-06-17 19:29:50,541 - mmaction - INFO - Epoch [49][1320/3134] lr: 0.00100, eta: 1 day, 2:14:54, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4219, top5_acc: 0.6781, loss_cls: 2.5359, loss: 2.5359 2020-06-17 19:30:02,162 - mmaction - INFO - Epoch [49][1340/3134] lr: 0.00100, eta: 1 day, 2:14:42, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7156, loss_cls: 2.3434, loss: 2.3434 2020-06-17 19:30:13,911 - mmaction - INFO - Epoch [49][1360/3134] lr: 0.00100, eta: 1 day, 2:14:30, time: 0.587, data_time: 0.001, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7125, loss_cls: 2.4315, loss: 2.4315 2020-06-17 19:30:25,594 - mmaction - INFO - Epoch [49][1380/3134] lr: 0.00100, eta: 1 day, 2:14:19, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7219, loss_cls: 2.4121, loss: 2.4121 2020-06-17 19:30:37,282 - mmaction - INFO - Epoch [49][1400/3134] lr: 0.00100, eta: 1 day, 2:14:07, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4531, top5_acc: 0.6906, loss_cls: 2.4887, loss: 2.4887 2020-06-17 19:30:49,016 - mmaction - INFO - Epoch [49][1420/3134] lr: 0.00100, eta: 1 day, 2:13:55, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.4688, top5_acc: 0.6813, loss_cls: 2.4835, loss: 2.4835 2020-06-17 19:31:00,681 - mmaction - INFO - Epoch [49][1440/3134] lr: 0.00100, eta: 1 day, 2:13:44, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7094, loss_cls: 2.4623, loss: 2.4623 2020-06-17 19:31:12,358 - mmaction - INFO - Epoch [49][1460/3134] lr: 0.00100, eta: 1 day, 2:13:32, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7219, loss_cls: 2.3178, loss: 2.3178 2020-06-17 19:31:24,075 - mmaction - INFO - Epoch [49][1480/3134] lr: 0.00100, eta: 1 day, 2:13:20, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7125, loss_cls: 2.3033, loss: 2.3033 2020-06-17 19:31:35,664 - mmaction - INFO - Epoch [49][1500/3134] lr: 0.00100, eta: 1 day, 2:13:08, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4188, top5_acc: 0.7094, loss_cls: 2.4549, loss: 2.4549 2020-06-17 19:31:47,253 - mmaction - INFO - Epoch [49][1520/3134] lr: 0.00100, eta: 1 day, 2:12:57, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7125, loss_cls: 2.4199, loss: 2.4199 2020-06-17 19:31:58,950 - mmaction - INFO - Epoch [49][1540/3134] lr: 0.00100, eta: 1 day, 2:12:45, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7250, loss_cls: 2.3891, loss: 2.3891 2020-06-17 19:32:10,624 - mmaction - INFO - Epoch [49][1560/3134] lr: 0.00100, eta: 1 day, 2:12:33, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.4625, top5_acc: 0.6813, loss_cls: 2.4631, loss: 2.4631 2020-06-17 19:32:22,234 - mmaction - INFO - Epoch [49][1580/3134] lr: 0.00100, eta: 1 day, 2:12:21, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7063, loss_cls: 2.4760, loss: 2.4760 2020-06-17 19:32:33,800 - mmaction - INFO - Epoch [49][1600/3134] lr: 0.00100, eta: 1 day, 2:12:10, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4719, top5_acc: 0.6906, loss_cls: 2.3379, loss: 2.3379 2020-06-17 19:32:45,397 - mmaction - INFO - Epoch [49][1620/3134] lr: 0.00100, eta: 1 day, 2:11:58, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4219, top5_acc: 0.6844, loss_cls: 2.4480, loss: 2.4480 2020-06-17 19:32:56,982 - mmaction - INFO - Epoch [49][1640/3134] lr: 0.00100, eta: 1 day, 2:11:46, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4750, top5_acc: 0.6937, loss_cls: 2.5271, loss: 2.5271 2020-06-17 19:33:08,578 - mmaction - INFO - Epoch [49][1660/3134] lr: 0.00100, eta: 1 day, 2:11:34, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7031, loss_cls: 2.3063, loss: 2.3063 2020-06-17 19:33:20,213 - mmaction - INFO - Epoch [49][1680/3134] lr: 0.00100, eta: 1 day, 2:11:22, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.6813, loss_cls: 2.5036, loss: 2.5036 2020-06-17 19:33:31,772 - mmaction - INFO - Epoch [49][1700/3134] lr: 0.00100, eta: 1 day, 2:11:11, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4406, top5_acc: 0.6937, loss_cls: 2.4028, loss: 2.4028 2020-06-17 19:33:43,427 - mmaction - INFO - Epoch [49][1720/3134] lr: 0.00100, eta: 1 day, 2:10:59, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4625, top5_acc: 0.6875, loss_cls: 2.4726, loss: 2.4726 2020-06-17 19:33:55,161 - mmaction - INFO - Epoch [49][1740/3134] lr: 0.00100, eta: 1 day, 2:10:47, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6844, loss_cls: 2.4295, loss: 2.4295 2020-06-17 19:34:06,849 - mmaction - INFO - Epoch [49][1760/3134] lr: 0.00100, eta: 1 day, 2:10:36, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6719, loss_cls: 2.5437, loss: 2.5437 2020-06-17 19:34:18,421 - mmaction - INFO - Epoch [49][1780/3134] lr: 0.00100, eta: 1 day, 2:10:24, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7125, loss_cls: 2.3748, loss: 2.3748 2020-06-17 19:34:30,014 - mmaction - INFO - Epoch [49][1800/3134] lr: 0.00100, eta: 1 day, 2:10:12, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7312, loss_cls: 2.3137, loss: 2.3137 2020-06-17 19:34:41,603 - mmaction - INFO - Epoch [49][1820/3134] lr: 0.00100, eta: 1 day, 2:10:00, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.4750, top5_acc: 0.6906, loss_cls: 2.5181, loss: 2.5181 2020-06-17 19:34:53,201 - mmaction - INFO - Epoch [49][1840/3134] lr: 0.00100, eta: 1 day, 2:09:48, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4531, top5_acc: 0.6969, loss_cls: 2.2923, loss: 2.2923 2020-06-17 19:35:04,862 - mmaction - INFO - Epoch [49][1860/3134] lr: 0.00100, eta: 1 day, 2:09:37, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7031, loss_cls: 2.4139, loss: 2.4139 2020-06-17 19:35:16,466 - mmaction - INFO - Epoch [49][1880/3134] lr: 0.00100, eta: 1 day, 2:09:25, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4188, top5_acc: 0.7031, loss_cls: 2.5309, loss: 2.5309 2020-06-17 19:35:28,057 - mmaction - INFO - Epoch [49][1900/3134] lr: 0.00100, eta: 1 day, 2:09:13, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4250, top5_acc: 0.7094, loss_cls: 2.4363, loss: 2.4363 2020-06-17 19:35:39,697 - mmaction - INFO - Epoch [49][1920/3134] lr: 0.00100, eta: 1 day, 2:09:01, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4125, top5_acc: 0.7156, loss_cls: 2.5133, loss: 2.5133 2020-06-17 19:35:51,378 - mmaction - INFO - Epoch [49][1940/3134] lr: 0.00100, eta: 1 day, 2:08:50, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7188, loss_cls: 2.2839, loss: 2.2839 2020-06-17 19:36:03,033 - mmaction - INFO - Epoch [49][1960/3134] lr: 0.00100, eta: 1 day, 2:08:38, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7094, loss_cls: 2.3306, loss: 2.3306 2020-06-17 19:36:14,701 - mmaction - INFO - Epoch [49][1980/3134] lr: 0.00100, eta: 1 day, 2:08:26, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7000, loss_cls: 2.5254, loss: 2.5254 2020-06-17 19:36:26,265 - mmaction - INFO - Epoch [49][2000/3134] lr: 0.00100, eta: 1 day, 2:08:14, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.4594, top5_acc: 0.6687, loss_cls: 2.5300, loss: 2.5300 2020-06-17 19:36:37,844 - mmaction - INFO - Epoch [49][2020/3134] lr: 0.00100, eta: 1 day, 2:08:03, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.4344, top5_acc: 0.6406, loss_cls: 2.6077, loss: 2.6077 2020-06-17 19:36:49,590 - mmaction - INFO - Epoch [49][2040/3134] lr: 0.00100, eta: 1 day, 2:07:51, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7250, loss_cls: 2.4447, loss: 2.4447 2020-06-17 19:37:01,227 - mmaction - INFO - Epoch [49][2060/3134] lr: 0.00100, eta: 1 day, 2:07:39, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7594, loss_cls: 2.2213, loss: 2.2213 2020-06-17 19:37:12,862 - mmaction - INFO - Epoch [49][2080/3134] lr: 0.00100, eta: 1 day, 2:07:27, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7125, loss_cls: 2.4224, loss: 2.4224 2020-06-17 19:37:24,628 - mmaction - INFO - Epoch [49][2100/3134] lr: 0.00100, eta: 1 day, 2:07:16, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7250, loss_cls: 2.2704, loss: 2.2704 2020-06-17 19:37:36,293 - mmaction - INFO - Epoch [49][2120/3134] lr: 0.00100, eta: 1 day, 2:07:04, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7219, loss_cls: 2.3589, loss: 2.3589 2020-06-17 19:37:47,910 - mmaction - INFO - Epoch [49][2140/3134] lr: 0.00100, eta: 1 day, 2:06:52, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4062, top5_acc: 0.6719, loss_cls: 2.5997, loss: 2.5997 2020-06-17 19:37:59,533 - mmaction - INFO - Epoch [49][2160/3134] lr: 0.00100, eta: 1 day, 2:06:41, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6969, loss_cls: 2.4842, loss: 2.4842 2020-06-17 19:38:11,135 - mmaction - INFO - Epoch [49][2180/3134] lr: 0.00100, eta: 1 day, 2:06:29, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7281, loss_cls: 2.3195, loss: 2.3195 2020-06-17 19:38:22,785 - mmaction - INFO - Epoch [49][2200/3134] lr: 0.00100, eta: 1 day, 2:06:17, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4406, top5_acc: 0.6719, loss_cls: 2.4872, loss: 2.4872 2020-06-17 19:38:34,354 - mmaction - INFO - Epoch [49][2220/3134] lr: 0.00100, eta: 1 day, 2:06:05, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7031, loss_cls: 2.5052, loss: 2.5052 2020-06-17 19:38:45,984 - mmaction - INFO - Epoch [49][2240/3134] lr: 0.00100, eta: 1 day, 2:05:53, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7156, loss_cls: 2.3628, loss: 2.3628 2020-06-17 19:38:57,646 - mmaction - INFO - Epoch [49][2260/3134] lr: 0.00100, eta: 1 day, 2:05:42, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7281, loss_cls: 2.3387, loss: 2.3387 2020-06-17 19:39:09,335 - mmaction - INFO - Epoch [49][2280/3134] lr: 0.00100, eta: 1 day, 2:05:30, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7375, loss_cls: 2.2396, loss: 2.2396 2020-06-17 19:39:20,994 - mmaction - INFO - Epoch [49][2300/3134] lr: 0.00100, eta: 1 day, 2:05:18, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7219, loss_cls: 2.3309, loss: 2.3309 2020-06-17 19:39:32,607 - mmaction - INFO - Epoch [49][2320/3134] lr: 0.00100, eta: 1 day, 2:05:06, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7156, loss_cls: 2.3637, loss: 2.3637 2020-06-17 19:39:44,221 - mmaction - INFO - Epoch [49][2340/3134] lr: 0.00100, eta: 1 day, 2:04:55, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7312, loss_cls: 2.2966, loss: 2.2966 2020-06-17 19:39:55,822 - mmaction - INFO - Epoch [49][2360/3134] lr: 0.00100, eta: 1 day, 2:04:43, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4437, top5_acc: 0.6813, loss_cls: 2.5203, loss: 2.5203 2020-06-17 19:40:07,523 - mmaction - INFO - Epoch [49][2380/3134] lr: 0.00100, eta: 1 day, 2:04:31, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3969, top5_acc: 0.7125, loss_cls: 2.4622, loss: 2.4622 2020-06-17 19:40:19,114 - mmaction - INFO - Epoch [49][2400/3134] lr: 0.00100, eta: 1 day, 2:04:19, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7063, loss_cls: 2.2863, loss: 2.2863 2020-06-17 19:40:30,745 - mmaction - INFO - Epoch [49][2420/3134] lr: 0.00100, eta: 1 day, 2:04:08, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4469, top5_acc: 0.6656, loss_cls: 2.5446, loss: 2.5446 2020-06-17 19:40:42,335 - mmaction - INFO - Epoch [49][2440/3134] lr: 0.00100, eta: 1 day, 2:03:56, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4406, top5_acc: 0.6813, loss_cls: 2.3910, loss: 2.3910 2020-06-17 19:40:54,024 - mmaction - INFO - Epoch [49][2460/3134] lr: 0.00100, eta: 1 day, 2:03:44, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4094, top5_acc: 0.6656, loss_cls: 2.5945, loss: 2.5945 2020-06-17 19:41:05,560 - mmaction - INFO - Epoch [49][2480/3134] lr: 0.00100, eta: 1 day, 2:03:32, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.4688, top5_acc: 0.6937, loss_cls: 2.4998, loss: 2.4998 2020-06-17 19:41:17,198 - mmaction - INFO - Epoch [49][2500/3134] lr: 0.00100, eta: 1 day, 2:03:21, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.6781, loss_cls: 2.5808, loss: 2.5808 2020-06-17 19:41:28,868 - mmaction - INFO - Epoch [49][2520/3134] lr: 0.00100, eta: 1 day, 2:03:09, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7312, loss_cls: 2.2492, loss: 2.2492 2020-06-17 19:41:40,510 - mmaction - INFO - Epoch [49][2540/3134] lr: 0.00100, eta: 1 day, 2:02:57, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4125, top5_acc: 0.6969, loss_cls: 2.5593, loss: 2.5593 2020-06-17 19:41:52,206 - mmaction - INFO - Epoch [49][2560/3134] lr: 0.00100, eta: 1 day, 2:02:45, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7063, loss_cls: 2.3631, loss: 2.3631 2020-06-17 19:42:03,811 - mmaction - INFO - Epoch [49][2580/3134] lr: 0.00100, eta: 1 day, 2:02:34, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4344, top5_acc: 0.6781, loss_cls: 2.5248, loss: 2.5248 2020-06-17 19:42:15,413 - mmaction - INFO - Epoch [49][2600/3134] lr: 0.00100, eta: 1 day, 2:02:22, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4250, top5_acc: 0.7219, loss_cls: 2.4047, loss: 2.4047 2020-06-17 19:42:27,136 - mmaction - INFO - Epoch [49][2620/3134] lr: 0.00100, eta: 1 day, 2:02:10, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7406, loss_cls: 2.2921, loss: 2.2921 2020-06-17 19:42:38,697 - mmaction - INFO - Epoch [49][2640/3134] lr: 0.00100, eta: 1 day, 2:01:58, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7000, loss_cls: 2.4116, loss: 2.4116 2020-06-17 19:42:50,392 - mmaction - INFO - Epoch [49][2660/3134] lr: 0.00100, eta: 1 day, 2:01:47, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7438, loss_cls: 2.2330, loss: 2.2330 2020-06-17 19:43:02,023 - mmaction - INFO - Epoch [49][2680/3134] lr: 0.00100, eta: 1 day, 2:01:35, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7406, loss_cls: 2.1919, loss: 2.1919 2020-06-17 19:43:13,676 - mmaction - INFO - Epoch [49][2700/3134] lr: 0.00100, eta: 1 day, 2:01:23, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7063, loss_cls: 2.3901, loss: 2.3901 2020-06-17 19:43:25,368 - mmaction - INFO - Epoch [49][2720/3134] lr: 0.00100, eta: 1 day, 2:01:12, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7312, loss_cls: 2.3944, loss: 2.3944 2020-06-17 19:43:36,971 - mmaction - INFO - Epoch [49][2740/3134] lr: 0.00100, eta: 1 day, 2:01:00, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4938, top5_acc: 0.6969, loss_cls: 2.3663, loss: 2.3663 2020-06-17 19:43:48,587 - mmaction - INFO - Epoch [49][2760/3134] lr: 0.00100, eta: 1 day, 2:00:48, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4469, top5_acc: 0.6687, loss_cls: 2.5388, loss: 2.5388 2020-06-17 19:44:00,254 - mmaction - INFO - Epoch [49][2780/3134] lr: 0.00100, eta: 1 day, 2:00:36, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7312, loss_cls: 2.3579, loss: 2.3579 2020-06-17 19:44:11,929 - mmaction - INFO - Epoch [49][2800/3134] lr: 0.00100, eta: 1 day, 2:00:25, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7188, loss_cls: 2.2507, loss: 2.2507 2020-06-17 19:44:23,667 - mmaction - INFO - Epoch [49][2820/3134] lr: 0.00100, eta: 1 day, 2:00:13, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7250, loss_cls: 2.1904, loss: 2.1904 2020-06-17 19:44:35,279 - mmaction - INFO - Epoch [49][2840/3134] lr: 0.00100, eta: 1 day, 2:00:01, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 2.1345, loss: 2.1345 2020-06-17 19:44:46,876 - mmaction - INFO - Epoch [49][2860/3134] lr: 0.00100, eta: 1 day, 1:59:49, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4188, top5_acc: 0.7094, loss_cls: 2.4950, loss: 2.4950 2020-06-17 19:44:58,578 - mmaction - INFO - Epoch [49][2880/3134] lr: 0.00100, eta: 1 day, 1:59:38, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4125, top5_acc: 0.7281, loss_cls: 2.4019, loss: 2.4019 2020-06-17 19:45:10,225 - mmaction - INFO - Epoch [49][2900/3134] lr: 0.00100, eta: 1 day, 1:59:26, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7344, loss_cls: 2.3996, loss: 2.3996 2020-06-17 19:45:21,921 - mmaction - INFO - Epoch [49][2920/3134] lr: 0.00100, eta: 1 day, 1:59:14, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4375, top5_acc: 0.6937, loss_cls: 2.3966, loss: 2.3966 2020-06-17 19:45:33,542 - mmaction - INFO - Epoch [49][2940/3134] lr: 0.00100, eta: 1 day, 1:59:03, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4094, top5_acc: 0.7000, loss_cls: 2.3977, loss: 2.3977 2020-06-17 19:45:45,148 - mmaction - INFO - Epoch [49][2960/3134] lr: 0.00100, eta: 1 day, 1:58:51, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7156, loss_cls: 2.3977, loss: 2.3977 2020-06-17 19:45:56,893 - mmaction - INFO - Epoch [49][2980/3134] lr: 0.00100, eta: 1 day, 1:58:39, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4000, top5_acc: 0.6594, loss_cls: 2.6167, loss: 2.6167 2020-06-17 19:46:08,536 - mmaction - INFO - Epoch [49][3000/3134] lr: 0.00100, eta: 1 day, 1:58:27, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.4813, top5_acc: 0.6781, loss_cls: 2.3783, loss: 2.3783 2020-06-17 19:46:20,151 - mmaction - INFO - Epoch [49][3020/3134] lr: 0.00100, eta: 1 day, 1:58:16, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7312, loss_cls: 2.3668, loss: 2.3668 2020-06-17 19:46:31,784 - mmaction - INFO - Epoch [49][3040/3134] lr: 0.00100, eta: 1 day, 1:58:04, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4688, top5_acc: 0.6750, loss_cls: 2.5449, loss: 2.5449 2020-06-17 19:46:43,434 - mmaction - INFO - Epoch [49][3060/3134] lr: 0.00100, eta: 1 day, 1:57:52, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6687, loss_cls: 2.5946, loss: 2.5946 2020-06-17 19:46:55,073 - mmaction - INFO - Epoch [49][3080/3134] lr: 0.00100, eta: 1 day, 1:57:40, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6969, loss_cls: 2.4797, loss: 2.4797 2020-06-17 19:47:06,699 - mmaction - INFO - Epoch [49][3100/3134] lr: 0.00100, eta: 1 day, 1:57:29, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4500, top5_acc: 0.6969, loss_cls: 2.3598, loss: 2.3598 2020-06-17 19:47:18,278 - mmaction - INFO - Epoch [49][3120/3134] lr: 0.00100, eta: 1 day, 1:57:17, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7156, loss_cls: 2.4794, loss: 2.4794 2020-06-17 19:47:53,402 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-17 19:47:54,659 - mmaction - INFO - top1_acc 0.2832 top5_acc 0.5381 2020-06-17 19:47:54,675 - mmaction - INFO - Epoch [49][3134/3134] lr: 0.00100, top1_acc: 0.2832, top5_acc: 0.5381 2020-06-17 19:48:10,119 - mmaction - INFO - Epoch [50][20/3134] lr: 0.00100, eta: 1 day, 1:56:52, time: 0.772, data_time: 0.191, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7063, loss_cls: 2.3329, loss: 2.3329 2020-06-17 19:48:21,847 - mmaction - INFO - Epoch [50][40/3134] lr: 0.00100, eta: 1 day, 1:56:41, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7094, loss_cls: 2.4503, loss: 2.4503 2020-06-17 19:48:33,491 - mmaction - INFO - Epoch [50][60/3134] lr: 0.00100, eta: 1 day, 1:56:29, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6594, loss_cls: 2.5698, loss: 2.5698 2020-06-17 19:48:45,117 - mmaction - INFO - Epoch [50][80/3134] lr: 0.00100, eta: 1 day, 1:56:17, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.4688, top5_acc: 0.6719, loss_cls: 2.4380, loss: 2.4380 2020-06-17 19:48:56,868 - mmaction - INFO - Epoch [50][100/3134] lr: 0.00100, eta: 1 day, 1:56:06, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.4500, top5_acc: 0.6844, loss_cls: 2.4935, loss: 2.4935 2020-06-17 19:49:08,518 - mmaction - INFO - Epoch [50][120/3134] lr: 0.00100, eta: 1 day, 1:55:54, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7188, loss_cls: 2.3072, loss: 2.3072 2020-06-17 19:49:20,128 - mmaction - INFO - Epoch [50][140/3134] lr: 0.00100, eta: 1 day, 1:55:42, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7500, loss_cls: 2.1929, loss: 2.1929 2020-06-17 19:49:31,758 - mmaction - INFO - Epoch [50][160/3134] lr: 0.00100, eta: 1 day, 1:55:30, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4062, top5_acc: 0.6844, loss_cls: 2.6405, loss: 2.6405 2020-06-17 19:49:43,369 - mmaction - INFO - Epoch [50][180/3134] lr: 0.00100, eta: 1 day, 1:55:18, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7094, loss_cls: 2.3542, loss: 2.3542 2020-06-17 19:49:54,978 - mmaction - INFO - Epoch [50][200/3134] lr: 0.00100, eta: 1 day, 1:55:07, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7031, loss_cls: 2.5010, loss: 2.5010 2020-06-17 19:50:06,593 - mmaction - INFO - Epoch [50][220/3134] lr: 0.00100, eta: 1 day, 1:54:55, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4188, top5_acc: 0.7094, loss_cls: 2.3817, loss: 2.3817 2020-06-17 19:50:18,224 - mmaction - INFO - Epoch [50][240/3134] lr: 0.00100, eta: 1 day, 1:54:43, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4250, top5_acc: 0.6813, loss_cls: 2.5391, loss: 2.5391 2020-06-17 19:50:30,193 - mmaction - INFO - Epoch [50][260/3134] lr: 0.00100, eta: 1 day, 1:54:32, time: 0.598, data_time: 0.017, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6781, loss_cls: 2.4163, loss: 2.4163 2020-06-17 19:50:41,894 - mmaction - INFO - Epoch [50][280/3134] lr: 0.00100, eta: 1 day, 1:54:20, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4469, top5_acc: 0.6813, loss_cls: 2.4890, loss: 2.4890 2020-06-17 19:50:53,513 - mmaction - INFO - Epoch [50][300/3134] lr: 0.00100, eta: 1 day, 1:54:08, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4688, top5_acc: 0.6969, loss_cls: 2.4446, loss: 2.4446 2020-06-17 19:51:05,205 - mmaction - INFO - Epoch [50][320/3134] lr: 0.00100, eta: 1 day, 1:53:57, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7312, loss_cls: 2.2861, loss: 2.2861 2020-06-17 19:51:16,781 - mmaction - INFO - Epoch [50][340/3134] lr: 0.00100, eta: 1 day, 1:53:45, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7094, loss_cls: 2.3643, loss: 2.3643 2020-06-17 19:51:28,370 - mmaction - INFO - Epoch [50][360/3134] lr: 0.00100, eta: 1 day, 1:53:33, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7094, loss_cls: 2.3587, loss: 2.3587 2020-06-17 19:51:40,031 - mmaction - INFO - Epoch [50][380/3134] lr: 0.00100, eta: 1 day, 1:53:21, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7125, loss_cls: 2.3474, loss: 2.3474 2020-06-17 19:51:51,649 - mmaction - INFO - Epoch [50][400/3134] lr: 0.00100, eta: 1 day, 1:53:10, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3875, top5_acc: 0.6813, loss_cls: 2.6408, loss: 2.6408 2020-06-17 19:52:03,277 - mmaction - INFO - Epoch [50][420/3134] lr: 0.00100, eta: 1 day, 1:52:58, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7375, loss_cls: 2.2486, loss: 2.2486 2020-06-17 19:52:14,886 - mmaction - INFO - Epoch [50][440/3134] lr: 0.00100, eta: 1 day, 1:52:46, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4469, top5_acc: 0.6719, loss_cls: 2.4831, loss: 2.4831 2020-06-17 19:52:26,510 - mmaction - INFO - Epoch [50][460/3134] lr: 0.00100, eta: 1 day, 1:52:34, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7063, loss_cls: 2.4048, loss: 2.4048 2020-06-17 19:52:38,114 - mmaction - INFO - Epoch [50][480/3134] lr: 0.00100, eta: 1 day, 1:52:23, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.4062, top5_acc: 0.6750, loss_cls: 2.5003, loss: 2.5003 2020-06-17 19:52:49,689 - mmaction - INFO - Epoch [50][500/3134] lr: 0.00100, eta: 1 day, 1:52:11, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4437, top5_acc: 0.6813, loss_cls: 2.4956, loss: 2.4956 2020-06-17 19:53:01,364 - mmaction - INFO - Epoch [50][520/3134] lr: 0.00100, eta: 1 day, 1:51:59, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7156, loss_cls: 2.3527, loss: 2.3527 2020-06-17 19:53:12,987 - mmaction - INFO - Epoch [50][540/3134] lr: 0.00100, eta: 1 day, 1:51:47, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7219, loss_cls: 2.3358, loss: 2.3358 2020-06-17 19:53:24,690 - mmaction - INFO - Epoch [50][560/3134] lr: 0.00100, eta: 1 day, 1:51:36, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7000, loss_cls: 2.4210, loss: 2.4210 2020-06-17 19:53:36,342 - mmaction - INFO - Epoch [50][580/3134] lr: 0.00100, eta: 1 day, 1:51:24, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4188, top5_acc: 0.7250, loss_cls: 2.3843, loss: 2.3843 2020-06-17 19:53:47,979 - mmaction - INFO - Epoch [50][600/3134] lr: 0.00100, eta: 1 day, 1:51:12, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4656, top5_acc: 0.6969, loss_cls: 2.4991, loss: 2.4991 2020-06-17 19:53:59,707 - mmaction - INFO - Epoch [50][620/3134] lr: 0.00100, eta: 1 day, 1:51:00, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7375, loss_cls: 2.1822, loss: 2.1822 2020-06-17 19:54:11,335 - mmaction - INFO - Epoch [50][640/3134] lr: 0.00100, eta: 1 day, 1:50:49, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7250, loss_cls: 2.2336, loss: 2.2336 2020-06-17 19:54:22,934 - mmaction - INFO - Epoch [50][660/3134] lr: 0.00100, eta: 1 day, 1:50:37, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7094, loss_cls: 2.3529, loss: 2.3529 2020-06-17 19:54:34,572 - mmaction - INFO - Epoch [50][680/3134] lr: 0.00100, eta: 1 day, 1:50:25, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4188, top5_acc: 0.7000, loss_cls: 2.4955, loss: 2.4955 2020-06-17 19:54:46,239 - mmaction - INFO - Epoch [50][700/3134] lr: 0.00100, eta: 1 day, 1:50:13, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4500, top5_acc: 0.6781, loss_cls: 2.4416, loss: 2.4416 2020-06-17 19:54:57,878 - mmaction - INFO - Epoch [50][720/3134] lr: 0.00100, eta: 1 day, 1:50:02, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7188, loss_cls: 2.3608, loss: 2.3608 2020-06-17 19:55:09,525 - mmaction - INFO - Epoch [50][740/3134] lr: 0.00100, eta: 1 day, 1:49:50, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7594, loss_cls: 2.0787, loss: 2.0787 2020-06-17 19:55:21,175 - mmaction - INFO - Epoch [50][760/3134] lr: 0.00100, eta: 1 day, 1:49:38, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7031, loss_cls: 2.4274, loss: 2.4274 2020-06-17 19:55:32,805 - mmaction - INFO - Epoch [50][780/3134] lr: 0.00100, eta: 1 day, 1:49:26, time: 0.582, data_time: 0.000, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7469, loss_cls: 2.3056, loss: 2.3056 2020-06-17 19:55:44,443 - mmaction - INFO - Epoch [50][800/3134] lr: 0.00100, eta: 1 day, 1:49:15, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4094, top5_acc: 0.7156, loss_cls: 2.4185, loss: 2.4185 2020-06-17 19:55:56,072 - mmaction - INFO - Epoch [50][820/3134] lr: 0.00100, eta: 1 day, 1:49:03, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6937, loss_cls: 2.3924, loss: 2.3924 2020-06-17 19:56:07,653 - mmaction - INFO - Epoch [50][840/3134] lr: 0.00100, eta: 1 day, 1:48:51, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7156, loss_cls: 2.4308, loss: 2.4308 2020-06-17 19:56:19,266 - mmaction - INFO - Epoch [50][860/3134] lr: 0.00100, eta: 1 day, 1:48:39, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4250, top5_acc: 0.6875, loss_cls: 2.5684, loss: 2.5684 2020-06-17 19:56:30,877 - mmaction - INFO - Epoch [50][880/3134] lr: 0.00100, eta: 1 day, 1:48:28, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7188, loss_cls: 2.3171, loss: 2.3171 2020-06-17 19:56:42,494 - mmaction - INFO - Epoch [50][900/3134] lr: 0.00100, eta: 1 day, 1:48:16, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4156, top5_acc: 0.6844, loss_cls: 2.4819, loss: 2.4819 2020-06-17 19:56:54,122 - mmaction - INFO - Epoch [50][920/3134] lr: 0.00100, eta: 1 day, 1:48:04, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4250, top5_acc: 0.6875, loss_cls: 2.4981, loss: 2.4981 2020-06-17 19:57:05,859 - mmaction - INFO - Epoch [50][940/3134] lr: 0.00100, eta: 1 day, 1:47:52, time: 0.587, data_time: 0.001, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7344, loss_cls: 2.3441, loss: 2.3441 2020-06-17 19:57:17,500 - mmaction - INFO - Epoch [50][960/3134] lr: 0.00100, eta: 1 day, 1:47:41, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7219, loss_cls: 2.4131, loss: 2.4131 2020-06-17 19:57:29,104 - mmaction - INFO - Epoch [50][980/3134] lr: 0.00100, eta: 1 day, 1:47:29, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4500, top5_acc: 0.6813, loss_cls: 2.4502, loss: 2.4502 2020-06-17 19:57:40,760 - mmaction - INFO - Epoch [50][1000/3134] lr: 0.00100, eta: 1 day, 1:47:17, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7094, loss_cls: 2.3799, loss: 2.3799 2020-06-17 19:57:52,371 - mmaction - INFO - Epoch [50][1020/3134] lr: 0.00100, eta: 1 day, 1:47:05, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4469, top5_acc: 0.6687, loss_cls: 2.5562, loss: 2.5562 2020-06-17 19:58:03,922 - mmaction - INFO - Epoch [50][1040/3134] lr: 0.00100, eta: 1 day, 1:46:54, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.4875, top5_acc: 0.6750, loss_cls: 2.3580, loss: 2.3580 2020-06-17 19:58:15,601 - mmaction - INFO - Epoch [50][1060/3134] lr: 0.00100, eta: 1 day, 1:46:42, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4250, top5_acc: 0.7281, loss_cls: 2.3346, loss: 2.3346 2020-06-17 19:58:27,266 - mmaction - INFO - Epoch [50][1080/3134] lr: 0.00100, eta: 1 day, 1:46:30, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7344, loss_cls: 2.3192, loss: 2.3192 2020-06-17 19:58:38,904 - mmaction - INFO - Epoch [50][1100/3134] lr: 0.00100, eta: 1 day, 1:46:18, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7438, loss_cls: 2.2558, loss: 2.2558 2020-06-17 19:58:50,534 - mmaction - INFO - Epoch [50][1120/3134] lr: 0.00100, eta: 1 day, 1:46:07, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7000, loss_cls: 2.4134, loss: 2.4134 2020-06-17 19:59:02,160 - mmaction - INFO - Epoch [50][1140/3134] lr: 0.00100, eta: 1 day, 1:45:55, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7250, loss_cls: 2.3598, loss: 2.3598 2020-06-17 19:59:13,810 - mmaction - INFO - Epoch [50][1160/3134] lr: 0.00100, eta: 1 day, 1:45:43, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7344, loss_cls: 2.3060, loss: 2.3060 2020-06-17 19:59:25,418 - mmaction - INFO - Epoch [50][1180/3134] lr: 0.00100, eta: 1 day, 1:45:31, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7594, loss_cls: 2.2242, loss: 2.2242 2020-06-17 19:59:37,137 - mmaction - INFO - Epoch [50][1200/3134] lr: 0.00100, eta: 1 day, 1:45:20, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7188, loss_cls: 2.2191, loss: 2.2191 2020-06-17 19:59:48,812 - mmaction - INFO - Epoch [50][1220/3134] lr: 0.00100, eta: 1 day, 1:45:08, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7000, loss_cls: 2.4508, loss: 2.4508 2020-06-17 20:00:00,543 - mmaction - INFO - Epoch [50][1240/3134] lr: 0.00100, eta: 1 day, 1:44:56, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4219, top5_acc: 0.6813, loss_cls: 2.4965, loss: 2.4965 2020-06-17 20:00:12,649 - mmaction - INFO - Epoch [50][1260/3134] lr: 0.00100, eta: 1 day, 1:44:45, time: 0.605, data_time: 0.002, memory: 8339, top1_acc: 0.4219, top5_acc: 0.6906, loss_cls: 2.5297, loss: 2.5297 2020-06-17 20:00:24,806 - mmaction - INFO - Epoch [50][1280/3134] lr: 0.00100, eta: 1 day, 1:44:34, time: 0.609, data_time: 0.002, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7469, loss_cls: 2.1217, loss: 2.1217 2020-06-17 20:00:36,526 - mmaction - INFO - Epoch [50][1300/3134] lr: 0.00100, eta: 1 day, 1:44:22, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.4375, top5_acc: 0.6687, loss_cls: 2.5107, loss: 2.5107 2020-06-17 20:00:48,167 - mmaction - INFO - Epoch [50][1320/3134] lr: 0.00100, eta: 1 day, 1:44:11, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4688, top5_acc: 0.6844, loss_cls: 2.4895, loss: 2.4895 2020-06-17 20:00:59,785 - mmaction - INFO - Epoch [50][1340/3134] lr: 0.00100, eta: 1 day, 1:43:59, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7125, loss_cls: 2.3159, loss: 2.3159 2020-06-17 20:01:11,395 - mmaction - INFO - Epoch [50][1360/3134] lr: 0.00100, eta: 1 day, 1:43:47, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7125, loss_cls: 2.4024, loss: 2.4024 2020-06-17 20:01:23,159 - mmaction - INFO - Epoch [50][1380/3134] lr: 0.00100, eta: 1 day, 1:43:35, time: 0.588, data_time: 0.002, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.2574, loss: 2.2574 2020-06-17 20:01:34,773 - mmaction - INFO - Epoch [50][1400/3134] lr: 0.00100, eta: 1 day, 1:43:24, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7063, loss_cls: 2.2877, loss: 2.2877 2020-06-17 20:01:46,441 - mmaction - INFO - Epoch [50][1420/3134] lr: 0.00100, eta: 1 day, 1:43:12, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.6844, loss_cls: 2.3998, loss: 2.3998 2020-06-17 20:01:58,033 - mmaction - INFO - Epoch [50][1440/3134] lr: 0.00100, eta: 1 day, 1:43:00, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4000, top5_acc: 0.6625, loss_cls: 2.6625, loss: 2.6625 2020-06-17 20:02:09,675 - mmaction - INFO - Epoch [50][1460/3134] lr: 0.00100, eta: 1 day, 1:42:48, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4469, top5_acc: 0.6906, loss_cls: 2.5810, loss: 2.5810 2020-06-17 20:02:21,293 - mmaction - INFO - Epoch [50][1480/3134] lr: 0.00100, eta: 1 day, 1:42:37, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7406, loss_cls: 2.3074, loss: 2.3074 2020-06-17 20:02:32,858 - mmaction - INFO - Epoch [50][1500/3134] lr: 0.00100, eta: 1 day, 1:42:25, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7156, loss_cls: 2.3627, loss: 2.3627 2020-06-17 20:02:44,516 - mmaction - INFO - Epoch [50][1520/3134] lr: 0.00100, eta: 1 day, 1:42:13, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7125, loss_cls: 2.3702, loss: 2.3702 2020-06-17 20:02:56,188 - mmaction - INFO - Epoch [50][1540/3134] lr: 0.00100, eta: 1 day, 1:42:01, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7281, loss_cls: 2.4256, loss: 2.4256 2020-06-17 20:03:07,754 - mmaction - INFO - Epoch [50][1560/3134] lr: 0.00100, eta: 1 day, 1:41:50, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7375, loss_cls: 2.2892, loss: 2.2892 2020-06-17 20:03:19,339 - mmaction - INFO - Epoch [50][1580/3134] lr: 0.00100, eta: 1 day, 1:41:38, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.4000, top5_acc: 0.6719, loss_cls: 2.5927, loss: 2.5927 2020-06-17 20:03:30,941 - mmaction - INFO - Epoch [50][1600/3134] lr: 0.00100, eta: 1 day, 1:41:26, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7063, loss_cls: 2.3775, loss: 2.3775 2020-06-17 20:03:42,553 - mmaction - INFO - Epoch [50][1620/3134] lr: 0.00100, eta: 1 day, 1:41:14, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7188, loss_cls: 2.3684, loss: 2.3684 2020-06-17 20:03:54,196 - mmaction - INFO - Epoch [50][1640/3134] lr: 0.00100, eta: 1 day, 1:41:02, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7344, loss_cls: 2.2912, loss: 2.2912 2020-06-17 20:04:05,818 - mmaction - INFO - Epoch [50][1660/3134] lr: 0.00100, eta: 1 day, 1:40:51, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7063, loss_cls: 2.4254, loss: 2.4254 2020-06-17 20:04:17,401 - mmaction - INFO - Epoch [50][1680/3134] lr: 0.00100, eta: 1 day, 1:40:39, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7281, loss_cls: 2.3944, loss: 2.3944 2020-06-17 20:04:29,035 - mmaction - INFO - Epoch [50][1700/3134] lr: 0.00100, eta: 1 day, 1:40:27, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7406, loss_cls: 2.1987, loss: 2.1987 2020-06-17 20:04:40,652 - mmaction - INFO - Epoch [50][1720/3134] lr: 0.00100, eta: 1 day, 1:40:15, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7219, loss_cls: 2.2720, loss: 2.2720 2020-06-17 20:04:52,281 - mmaction - INFO - Epoch [50][1740/3134] lr: 0.00100, eta: 1 day, 1:40:04, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.3969, top5_acc: 0.7000, loss_cls: 2.4905, loss: 2.4905 2020-06-17 20:05:04,004 - mmaction - INFO - Epoch [50][1760/3134] lr: 0.00100, eta: 1 day, 1:39:52, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4437, top5_acc: 0.6719, loss_cls: 2.4525, loss: 2.4525 2020-06-17 20:05:15,588 - mmaction - INFO - Epoch [50][1780/3134] lr: 0.00100, eta: 1 day, 1:39:40, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4437, top5_acc: 0.6750, loss_cls: 2.4524, loss: 2.4524 2020-06-17 20:05:27,231 - mmaction - INFO - Epoch [50][1800/3134] lr: 0.00100, eta: 1 day, 1:39:28, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7250, loss_cls: 2.3353, loss: 2.3353 2020-06-17 20:05:38,941 - mmaction - INFO - Epoch [50][1820/3134] lr: 0.00100, eta: 1 day, 1:39:17, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7219, loss_cls: 2.4710, loss: 2.4710 2020-06-17 20:05:50,582 - mmaction - INFO - Epoch [50][1840/3134] lr: 0.00100, eta: 1 day, 1:39:05, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6875, loss_cls: 2.4592, loss: 2.4592 2020-06-17 20:06:02,185 - mmaction - INFO - Epoch [50][1860/3134] lr: 0.00100, eta: 1 day, 1:38:53, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7281, loss_cls: 2.2637, loss: 2.2637 2020-06-17 20:06:13,745 - mmaction - INFO - Epoch [50][1880/3134] lr: 0.00100, eta: 1 day, 1:38:41, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6750, loss_cls: 2.5054, loss: 2.5054 2020-06-17 20:06:25,345 - mmaction - INFO - Epoch [50][1900/3134] lr: 0.00100, eta: 1 day, 1:38:30, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7531, loss_cls: 2.1675, loss: 2.1675 2020-06-17 20:06:36,986 - mmaction - INFO - Epoch [50][1920/3134] lr: 0.00100, eta: 1 day, 1:38:18, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7031, loss_cls: 2.4812, loss: 2.4812 2020-06-17 20:06:48,584 - mmaction - INFO - Epoch [50][1940/3134] lr: 0.00100, eta: 1 day, 1:38:06, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7000, loss_cls: 2.4424, loss: 2.4424 2020-06-17 20:07:00,181 - mmaction - INFO - Epoch [50][1960/3134] lr: 0.00100, eta: 1 day, 1:37:54, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4406, top5_acc: 0.6875, loss_cls: 2.4656, loss: 2.4656 2020-06-17 20:07:11,850 - mmaction - INFO - Epoch [50][1980/3134] lr: 0.00100, eta: 1 day, 1:37:43, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7656, loss_cls: 2.1301, loss: 2.1301 2020-06-17 20:07:23,434 - mmaction - INFO - Epoch [50][2000/3134] lr: 0.00100, eta: 1 day, 1:37:31, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7344, loss_cls: 2.2211, loss: 2.2211 2020-06-17 20:07:35,215 - mmaction - INFO - Epoch [50][2020/3134] lr: 0.00100, eta: 1 day, 1:37:19, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.4156, top5_acc: 0.7063, loss_cls: 2.5603, loss: 2.5603 2020-06-17 20:07:46,848 - mmaction - INFO - Epoch [50][2040/3134] lr: 0.00100, eta: 1 day, 1:37:08, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4344, top5_acc: 0.6937, loss_cls: 2.5366, loss: 2.5366 2020-06-17 20:07:58,382 - mmaction - INFO - Epoch [50][2060/3134] lr: 0.00100, eta: 1 day, 1:36:56, time: 0.576, data_time: 0.000, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7094, loss_cls: 2.4256, loss: 2.4256 2020-06-17 20:08:10,013 - mmaction - INFO - Epoch [50][2080/3134] lr: 0.00100, eta: 1 day, 1:36:44, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7156, loss_cls: 2.3100, loss: 2.3100 2020-06-17 20:08:21,650 - mmaction - INFO - Epoch [50][2100/3134] lr: 0.00100, eta: 1 day, 1:36:32, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4125, top5_acc: 0.7156, loss_cls: 2.4680, loss: 2.4680 2020-06-17 20:08:33,279 - mmaction - INFO - Epoch [50][2120/3134] lr: 0.00100, eta: 1 day, 1:36:20, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4344, top5_acc: 0.6813, loss_cls: 2.4629, loss: 2.4629 2020-06-17 20:08:45,002 - mmaction - INFO - Epoch [50][2140/3134] lr: 0.00100, eta: 1 day, 1:36:09, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7375, loss_cls: 2.2846, loss: 2.2846 2020-06-17 20:08:56,710 - mmaction - INFO - Epoch [50][2160/3134] lr: 0.00100, eta: 1 day, 1:35:57, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7156, loss_cls: 2.4087, loss: 2.4087 2020-06-17 20:09:08,280 - mmaction - INFO - Epoch [50][2180/3134] lr: 0.00100, eta: 1 day, 1:35:45, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7250, loss_cls: 2.3392, loss: 2.3392 2020-06-17 20:09:19,910 - mmaction - INFO - Epoch [50][2200/3134] lr: 0.00100, eta: 1 day, 1:35:34, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4375, top5_acc: 0.6781, loss_cls: 2.3244, loss: 2.3244 2020-06-17 20:09:31,579 - mmaction - INFO - Epoch [50][2220/3134] lr: 0.00100, eta: 1 day, 1:35:22, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7344, loss_cls: 2.2786, loss: 2.2786 2020-06-17 20:09:43,237 - mmaction - INFO - Epoch [50][2240/3134] lr: 0.00100, eta: 1 day, 1:35:10, time: 0.582, data_time: 0.000, memory: 8339, top1_acc: 0.4125, top5_acc: 0.6813, loss_cls: 2.5363, loss: 2.5363 2020-06-17 20:09:54,925 - mmaction - INFO - Epoch [50][2260/3134] lr: 0.00100, eta: 1 day, 1:34:58, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7406, loss_cls: 2.2326, loss: 2.2326 2020-06-17 20:10:06,504 - mmaction - INFO - Epoch [50][2280/3134] lr: 0.00100, eta: 1 day, 1:34:47, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7188, loss_cls: 2.3217, loss: 2.3217 2020-06-17 20:10:18,048 - mmaction - INFO - Epoch [50][2300/3134] lr: 0.00100, eta: 1 day, 1:34:35, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.4594, top5_acc: 0.6937, loss_cls: 2.2887, loss: 2.2887 2020-06-17 20:10:29,701 - mmaction - INFO - Epoch [50][2320/3134] lr: 0.00100, eta: 1 day, 1:34:23, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7344, loss_cls: 2.3742, loss: 2.3742 2020-06-17 20:10:41,309 - mmaction - INFO - Epoch [50][2340/3134] lr: 0.00100, eta: 1 day, 1:34:11, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4500, top5_acc: 0.6937, loss_cls: 2.5009, loss: 2.5009 2020-06-17 20:10:52,873 - mmaction - INFO - Epoch [50][2360/3134] lr: 0.00100, eta: 1 day, 1:33:59, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7312, loss_cls: 2.1826, loss: 2.1826 2020-06-17 20:11:04,558 - mmaction - INFO - Epoch [50][2380/3134] lr: 0.00100, eta: 1 day, 1:33:48, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6813, loss_cls: 2.4979, loss: 2.4979 2020-06-17 20:11:16,173 - mmaction - INFO - Epoch [50][2400/3134] lr: 0.00100, eta: 1 day, 1:33:36, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4562, top5_acc: 0.6875, loss_cls: 2.4538, loss: 2.4538 2020-06-17 20:11:27,866 - mmaction - INFO - Epoch [50][2420/3134] lr: 0.00100, eta: 1 day, 1:33:24, time: 0.584, data_time: 0.000, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7156, loss_cls: 2.3323, loss: 2.3323 2020-06-17 20:11:39,501 - mmaction - INFO - Epoch [50][2440/3134] lr: 0.00100, eta: 1 day, 1:33:13, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4125, top5_acc: 0.7000, loss_cls: 2.4453, loss: 2.4453 2020-06-17 20:11:51,165 - mmaction - INFO - Epoch [50][2460/3134] lr: 0.00100, eta: 1 day, 1:33:01, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4406, top5_acc: 0.6813, loss_cls: 2.5673, loss: 2.5673 2020-06-17 20:12:02,812 - mmaction - INFO - Epoch [50][2480/3134] lr: 0.00100, eta: 1 day, 1:32:49, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4156, top5_acc: 0.6813, loss_cls: 2.5364, loss: 2.5364 2020-06-17 20:12:14,455 - mmaction - INFO - Epoch [50][2500/3134] lr: 0.00100, eta: 1 day, 1:32:37, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4000, top5_acc: 0.6625, loss_cls: 2.5641, loss: 2.5641 2020-06-17 20:12:26,105 - mmaction - INFO - Epoch [50][2520/3134] lr: 0.00100, eta: 1 day, 1:32:26, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4406, top5_acc: 0.6719, loss_cls: 2.6239, loss: 2.6239 2020-06-17 20:12:37,718 - mmaction - INFO - Epoch [50][2540/3134] lr: 0.00100, eta: 1 day, 1:32:14, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4062, top5_acc: 0.6781, loss_cls: 2.5903, loss: 2.5903 2020-06-17 20:12:49,359 - mmaction - INFO - Epoch [50][2560/3134] lr: 0.00100, eta: 1 day, 1:32:02, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4406, top5_acc: 0.6500, loss_cls: 2.5833, loss: 2.5833 2020-06-17 20:13:00,964 - mmaction - INFO - Epoch [50][2580/3134] lr: 0.00100, eta: 1 day, 1:31:50, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4594, top5_acc: 0.6844, loss_cls: 2.4197, loss: 2.4197 2020-06-17 20:13:12,578 - mmaction - INFO - Epoch [50][2600/3134] lr: 0.00100, eta: 1 day, 1:31:39, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7312, loss_cls: 2.3567, loss: 2.3567 2020-06-17 20:13:24,238 - mmaction - INFO - Epoch [50][2620/3134] lr: 0.00100, eta: 1 day, 1:31:27, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7312, loss_cls: 2.2298, loss: 2.2298 2020-06-17 20:13:35,885 - mmaction - INFO - Epoch [50][2640/3134] lr: 0.00100, eta: 1 day, 1:31:15, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4031, top5_acc: 0.6438, loss_cls: 2.5328, loss: 2.5328 2020-06-17 20:13:47,557 - mmaction - INFO - Epoch [50][2660/3134] lr: 0.00100, eta: 1 day, 1:31:03, time: 0.583, data_time: 0.000, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7375, loss_cls: 2.1713, loss: 2.1713 2020-06-17 20:13:59,243 - mmaction - INFO - Epoch [50][2680/3134] lr: 0.00100, eta: 1 day, 1:30:52, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6875, loss_cls: 2.4771, loss: 2.4771 2020-06-17 20:14:10,842 - mmaction - INFO - Epoch [50][2700/3134] lr: 0.00100, eta: 1 day, 1:30:40, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7000, loss_cls: 2.3556, loss: 2.3556 2020-06-17 20:14:22,457 - mmaction - INFO - Epoch [50][2720/3134] lr: 0.00100, eta: 1 day, 1:30:28, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7219, loss_cls: 2.2470, loss: 2.2470 2020-06-17 20:14:34,113 - mmaction - INFO - Epoch [50][2740/3134] lr: 0.00100, eta: 1 day, 1:30:16, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4250, top5_acc: 0.6594, loss_cls: 2.5538, loss: 2.5538 2020-06-17 20:14:45,782 - mmaction - INFO - Epoch [50][2760/3134] lr: 0.00100, eta: 1 day, 1:30:05, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7063, loss_cls: 2.4143, loss: 2.4143 2020-06-17 20:14:57,324 - mmaction - INFO - Epoch [50][2780/3134] lr: 0.00100, eta: 1 day, 1:29:53, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7438, loss_cls: 2.2337, loss: 2.2337 2020-06-17 20:15:09,015 - mmaction - INFO - Epoch [50][2800/3134] lr: 0.00100, eta: 1 day, 1:29:41, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4094, top5_acc: 0.6750, loss_cls: 2.4863, loss: 2.4863 2020-06-17 20:15:20,602 - mmaction - INFO - Epoch [50][2820/3134] lr: 0.00100, eta: 1 day, 1:29:29, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7281, loss_cls: 2.3650, loss: 2.3650 2020-06-17 20:15:32,175 - mmaction - INFO - Epoch [50][2840/3134] lr: 0.00100, eta: 1 day, 1:29:18, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7500, loss_cls: 2.2781, loss: 2.2781 2020-06-17 20:15:43,805 - mmaction - INFO - Epoch [50][2860/3134] lr: 0.00100, eta: 1 day, 1:29:06, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7406, loss_cls: 2.2195, loss: 2.2195 2020-06-17 20:15:55,444 - mmaction - INFO - Epoch [50][2880/3134] lr: 0.00100, eta: 1 day, 1:28:54, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7125, loss_cls: 2.3921, loss: 2.3921 2020-06-17 20:16:07,030 - mmaction - INFO - Epoch [50][2900/3134] lr: 0.00100, eta: 1 day, 1:28:42, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7156, loss_cls: 2.3307, loss: 2.3307 2020-06-17 20:16:18,656 - mmaction - INFO - Epoch [50][2920/3134] lr: 0.00100, eta: 1 day, 1:28:31, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7438, loss_cls: 2.2098, loss: 2.2098 2020-06-17 20:16:30,241 - mmaction - INFO - Epoch [50][2940/3134] lr: 0.00100, eta: 1 day, 1:28:19, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4500, top5_acc: 0.6594, loss_cls: 2.5151, loss: 2.5151 2020-06-17 20:16:41,848 - mmaction - INFO - Epoch [50][2960/3134] lr: 0.00100, eta: 1 day, 1:28:07, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4094, top5_acc: 0.6844, loss_cls: 2.5441, loss: 2.5441 2020-06-17 20:16:53,463 - mmaction - INFO - Epoch [50][2980/3134] lr: 0.00100, eta: 1 day, 1:27:55, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7250, loss_cls: 2.4316, loss: 2.4316 2020-06-17 20:17:05,175 - mmaction - INFO - Epoch [50][3000/3134] lr: 0.00100, eta: 1 day, 1:27:44, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7156, loss_cls: 2.3229, loss: 2.3229 2020-06-17 20:17:16,726 - mmaction - INFO - Epoch [50][3020/3134] lr: 0.00100, eta: 1 day, 1:27:32, time: 0.577, data_time: 0.000, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7000, loss_cls: 2.4099, loss: 2.4099 2020-06-17 20:17:28,368 - mmaction - INFO - Epoch [50][3040/3134] lr: 0.00100, eta: 1 day, 1:27:20, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7125, loss_cls: 2.4191, loss: 2.4191 2020-06-17 20:17:39,978 - mmaction - INFO - Epoch [50][3060/3134] lr: 0.00100, eta: 1 day, 1:27:08, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4500, top5_acc: 0.6687, loss_cls: 2.5106, loss: 2.5106 2020-06-17 20:17:51,600 - mmaction - INFO - Epoch [50][3080/3134] lr: 0.00100, eta: 1 day, 1:26:57, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4656, top5_acc: 0.6875, loss_cls: 2.3605, loss: 2.3605 2020-06-17 20:18:03,209 - mmaction - INFO - Epoch [50][3100/3134] lr: 0.00100, eta: 1 day, 1:26:45, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7094, loss_cls: 2.3339, loss: 2.3339 2020-06-17 20:18:14,887 - mmaction - INFO - Epoch [50][3120/3134] lr: 0.00100, eta: 1 day, 1:26:33, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4375, top5_acc: 0.6844, loss_cls: 2.4787, loss: 2.4787 2020-06-17 20:18:52,441 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-17 20:18:53,701 - mmaction - INFO - top1_acc 0.2825 top5_acc 0.5381 2020-06-17 20:18:53,719 - mmaction - INFO - Epoch [50][3134/3134] lr: 0.00100, top1_acc: 0.2825, top5_acc: 0.5381 2020-06-17 20:19:09,038 - mmaction - INFO - Epoch [51][20/3134] lr: 0.00100, eta: 1 day, 1:26:09, time: 0.764, data_time: 0.191, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7031, loss_cls: 2.4233, loss: 2.4233 2020-06-17 20:19:20,762 - mmaction - INFO - Epoch [51][40/3134] lr: 0.00100, eta: 1 day, 1:25:57, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.4062, top5_acc: 0.6937, loss_cls: 2.5005, loss: 2.5005 2020-06-17 20:19:32,354 - mmaction - INFO - Epoch [51][60/3134] lr: 0.00100, eta: 1 day, 1:25:45, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4125, top5_acc: 0.6844, loss_cls: 2.4910, loss: 2.4910 2020-06-17 20:19:43,926 - mmaction - INFO - Epoch [51][80/3134] lr: 0.00100, eta: 1 day, 1:25:33, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7219, loss_cls: 2.2271, loss: 2.2271 2020-06-17 20:19:55,650 - mmaction - INFO - Epoch [51][100/3134] lr: 0.00100, eta: 1 day, 1:25:22, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7375, loss_cls: 2.2762, loss: 2.2762 2020-06-17 20:20:07,281 - mmaction - INFO - Epoch [51][120/3134] lr: 0.00100, eta: 1 day, 1:25:10, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7344, loss_cls: 2.3341, loss: 2.3341 2020-06-17 20:20:18,974 - mmaction - INFO - Epoch [51][140/3134] lr: 0.00100, eta: 1 day, 1:24:58, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4500, top5_acc: 0.6594, loss_cls: 2.5498, loss: 2.5498 2020-06-17 20:20:30,606 - mmaction - INFO - Epoch [51][160/3134] lr: 0.00100, eta: 1 day, 1:24:47, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7219, loss_cls: 2.3476, loss: 2.3476 2020-06-17 20:20:42,176 - mmaction - INFO - Epoch [51][180/3134] lr: 0.00100, eta: 1 day, 1:24:35, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7063, loss_cls: 2.2679, loss: 2.2679 2020-06-17 20:20:53,840 - mmaction - INFO - Epoch [51][200/3134] lr: 0.00100, eta: 1 day, 1:24:23, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7094, loss_cls: 2.5341, loss: 2.5341 2020-06-17 20:21:05,497 - mmaction - INFO - Epoch [51][220/3134] lr: 0.00100, eta: 1 day, 1:24:11, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7375, loss_cls: 2.3909, loss: 2.3909 2020-06-17 20:21:17,128 - mmaction - INFO - Epoch [51][240/3134] lr: 0.00100, eta: 1 day, 1:24:00, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4656, top5_acc: 0.6906, loss_cls: 2.4733, loss: 2.4733 2020-06-17 20:21:28,815 - mmaction - INFO - Epoch [51][260/3134] lr: 0.00100, eta: 1 day, 1:23:48, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7438, loss_cls: 2.2632, loss: 2.2632 2020-06-17 20:21:40,431 - mmaction - INFO - Epoch [51][280/3134] lr: 0.00100, eta: 1 day, 1:23:36, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7094, loss_cls: 2.3883, loss: 2.3883 2020-06-17 20:21:52,035 - mmaction - INFO - Epoch [51][300/3134] lr: 0.00100, eta: 1 day, 1:23:24, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7000, loss_cls: 2.4169, loss: 2.4169 2020-06-17 20:22:03,691 - mmaction - INFO - Epoch [51][320/3134] lr: 0.00100, eta: 1 day, 1:23:13, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7344, loss_cls: 2.3432, loss: 2.3432 2020-06-17 20:22:15,360 - mmaction - INFO - Epoch [51][340/3134] lr: 0.00100, eta: 1 day, 1:23:01, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7188, loss_cls: 2.3554, loss: 2.3554 2020-06-17 20:22:26,937 - mmaction - INFO - Epoch [51][360/3134] lr: 0.00100, eta: 1 day, 1:22:49, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7344, loss_cls: 2.3222, loss: 2.3222 2020-06-17 20:22:38,581 - mmaction - INFO - Epoch [51][380/3134] lr: 0.00100, eta: 1 day, 1:22:37, time: 0.582, data_time: 0.000, memory: 8339, top1_acc: 0.4469, top5_acc: 0.6906, loss_cls: 2.4894, loss: 2.4894 2020-06-17 20:22:50,242 - mmaction - INFO - Epoch [51][400/3134] lr: 0.00100, eta: 1 day, 1:22:26, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7250, loss_cls: 2.3627, loss: 2.3627 2020-06-17 20:23:01,876 - mmaction - INFO - Epoch [51][420/3134] lr: 0.00100, eta: 1 day, 1:22:14, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7188, loss_cls: 2.2485, loss: 2.2485 2020-06-17 20:23:13,488 - mmaction - INFO - Epoch [51][440/3134] lr: 0.00100, eta: 1 day, 1:22:02, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6875, loss_cls: 2.5958, loss: 2.5958 2020-06-17 20:23:25,162 - mmaction - INFO - Epoch [51][460/3134] lr: 0.00100, eta: 1 day, 1:21:50, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7312, loss_cls: 2.3180, loss: 2.3180 2020-06-17 20:23:36,806 - mmaction - INFO - Epoch [51][480/3134] lr: 0.00100, eta: 1 day, 1:21:39, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7250, loss_cls: 2.3600, loss: 2.3600 2020-06-17 20:23:48,491 - mmaction - INFO - Epoch [51][500/3134] lr: 0.00100, eta: 1 day, 1:21:27, time: 0.584, data_time: 0.000, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7219, loss_cls: 2.2177, loss: 2.2177 2020-06-17 20:24:00,167 - mmaction - INFO - Epoch [51][520/3134] lr: 0.00100, eta: 1 day, 1:21:15, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7406, loss_cls: 2.2777, loss: 2.2777 2020-06-17 20:24:11,799 - mmaction - INFO - Epoch [51][540/3134] lr: 0.00100, eta: 1 day, 1:21:04, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4188, top5_acc: 0.7125, loss_cls: 2.4030, loss: 2.4030 2020-06-17 20:24:23,423 - mmaction - INFO - Epoch [51][560/3134] lr: 0.00100, eta: 1 day, 1:20:52, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7031, loss_cls: 2.3223, loss: 2.3223 2020-06-17 20:24:35,104 - mmaction - INFO - Epoch [51][580/3134] lr: 0.00100, eta: 1 day, 1:20:40, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7156, loss_cls: 2.4326, loss: 2.4326 2020-06-17 20:24:46,749 - mmaction - INFO - Epoch [51][600/3134] lr: 0.00100, eta: 1 day, 1:20:28, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7688, loss_cls: 2.2561, loss: 2.2561 2020-06-17 20:24:58,419 - mmaction - INFO - Epoch [51][620/3134] lr: 0.00100, eta: 1 day, 1:20:17, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7219, loss_cls: 2.2134, loss: 2.2134 2020-06-17 20:25:10,136 - mmaction - INFO - Epoch [51][640/3134] lr: 0.00100, eta: 1 day, 1:20:05, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4219, top5_acc: 0.7000, loss_cls: 2.4435, loss: 2.4435 2020-06-17 20:25:21,772 - mmaction - INFO - Epoch [51][660/3134] lr: 0.00100, eta: 1 day, 1:19:53, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7188, loss_cls: 2.3479, loss: 2.3479 2020-06-17 20:25:33,417 - mmaction - INFO - Epoch [51][680/3134] lr: 0.00100, eta: 1 day, 1:19:42, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7344, loss_cls: 2.2780, loss: 2.2780 2020-06-17 20:25:45,029 - mmaction - INFO - Epoch [51][700/3134] lr: 0.00100, eta: 1 day, 1:19:30, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7344, loss_cls: 2.4375, loss: 2.4375 2020-06-17 20:25:56,659 - mmaction - INFO - Epoch [51][720/3134] lr: 0.00100, eta: 1 day, 1:19:18, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7344, loss_cls: 2.2938, loss: 2.2938 2020-06-17 20:26:08,289 - mmaction - INFO - Epoch [51][740/3134] lr: 0.00100, eta: 1 day, 1:19:06, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7344, loss_cls: 2.3218, loss: 2.3218 2020-06-17 20:26:19,922 - mmaction - INFO - Epoch [51][760/3134] lr: 0.00100, eta: 1 day, 1:18:55, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4219, top5_acc: 0.6813, loss_cls: 2.5775, loss: 2.5775 2020-06-17 20:26:31,533 - mmaction - INFO - Epoch [51][780/3134] lr: 0.00100, eta: 1 day, 1:18:43, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7000, loss_cls: 2.3487, loss: 2.3487 2020-06-17 20:26:43,178 - mmaction - INFO - Epoch [51][800/3134] lr: 0.00100, eta: 1 day, 1:18:31, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7000, loss_cls: 2.4862, loss: 2.4862 2020-06-17 20:26:54,846 - mmaction - INFO - Epoch [51][820/3134] lr: 0.00100, eta: 1 day, 1:18:19, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7531, loss_cls: 2.2655, loss: 2.2655 2020-06-17 20:27:06,375 - mmaction - INFO - Epoch [51][840/3134] lr: 0.00100, eta: 1 day, 1:18:07, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7219, loss_cls: 2.2701, loss: 2.2701 2020-06-17 20:27:18,012 - mmaction - INFO - Epoch [51][860/3134] lr: 0.00100, eta: 1 day, 1:17:56, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7281, loss_cls: 2.3582, loss: 2.3582 2020-06-17 20:27:29,689 - mmaction - INFO - Epoch [51][880/3134] lr: 0.00100, eta: 1 day, 1:17:44, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4219, top5_acc: 0.7094, loss_cls: 2.4149, loss: 2.4149 2020-06-17 20:27:41,379 - mmaction - INFO - Epoch [51][900/3134] lr: 0.00100, eta: 1 day, 1:17:32, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4531, top5_acc: 0.6750, loss_cls: 2.4974, loss: 2.4974 2020-06-17 20:27:52,959 - mmaction - INFO - Epoch [51][920/3134] lr: 0.00100, eta: 1 day, 1:17:21, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7375, loss_cls: 2.2062, loss: 2.2062 2020-06-17 20:28:04,528 - mmaction - INFO - Epoch [51][940/3134] lr: 0.00100, eta: 1 day, 1:17:09, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7219, loss_cls: 2.3653, loss: 2.3653 2020-06-17 20:28:16,118 - mmaction - INFO - Epoch [51][960/3134] lr: 0.00100, eta: 1 day, 1:16:57, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7188, loss_cls: 2.3522, loss: 2.3522 2020-06-17 20:28:27,768 - mmaction - INFO - Epoch [51][980/3134] lr: 0.00100, eta: 1 day, 1:16:45, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7219, loss_cls: 2.2355, loss: 2.2355 2020-06-17 20:28:39,362 - mmaction - INFO - Epoch [51][1000/3134] lr: 0.00100, eta: 1 day, 1:16:33, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4188, top5_acc: 0.7188, loss_cls: 2.4301, loss: 2.4301 2020-06-17 20:28:50,970 - mmaction - INFO - Epoch [51][1020/3134] lr: 0.00100, eta: 1 day, 1:16:22, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7094, loss_cls: 2.2113, loss: 2.2113 2020-06-17 20:29:02,614 - mmaction - INFO - Epoch [51][1040/3134] lr: 0.00100, eta: 1 day, 1:16:10, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7438, loss_cls: 2.2040, loss: 2.2040 2020-06-17 20:29:14,229 - mmaction - INFO - Epoch [51][1060/3134] lr: 0.00100, eta: 1 day, 1:15:58, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3937, top5_acc: 0.6625, loss_cls: 2.6261, loss: 2.6261 2020-06-17 20:29:25,895 - mmaction - INFO - Epoch [51][1080/3134] lr: 0.00100, eta: 1 day, 1:15:46, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7000, loss_cls: 2.4883, loss: 2.4883 2020-06-17 20:29:37,486 - mmaction - INFO - Epoch [51][1100/3134] lr: 0.00100, eta: 1 day, 1:15:35, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.4094, top5_acc: 0.6813, loss_cls: 2.5554, loss: 2.5554 2020-06-17 20:29:49,104 - mmaction - INFO - Epoch [51][1120/3134] lr: 0.00100, eta: 1 day, 1:15:23, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7188, loss_cls: 2.3937, loss: 2.3937 2020-06-17 20:30:00,658 - mmaction - INFO - Epoch [51][1140/3134] lr: 0.00100, eta: 1 day, 1:15:11, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7125, loss_cls: 2.2975, loss: 2.2975 2020-06-17 20:30:12,315 - mmaction - INFO - Epoch [51][1160/3134] lr: 0.00100, eta: 1 day, 1:14:59, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7031, loss_cls: 2.3755, loss: 2.3755 2020-06-17 20:30:23,935 - mmaction - INFO - Epoch [51][1180/3134] lr: 0.00100, eta: 1 day, 1:14:48, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7156, loss_cls: 2.3875, loss: 2.3875 2020-06-17 20:30:35,488 - mmaction - INFO - Epoch [51][1200/3134] lr: 0.00100, eta: 1 day, 1:14:36, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6594, loss_cls: 2.5707, loss: 2.5707 2020-06-17 20:30:47,192 - mmaction - INFO - Epoch [51][1220/3134] lr: 0.00100, eta: 1 day, 1:14:24, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6813, loss_cls: 2.4985, loss: 2.4985 2020-06-17 20:30:58,913 - mmaction - INFO - Epoch [51][1240/3134] lr: 0.00100, eta: 1 day, 1:14:12, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.4625, top5_acc: 0.6969, loss_cls: 2.4098, loss: 2.4098 2020-06-17 20:31:10,564 - mmaction - INFO - Epoch [51][1260/3134] lr: 0.00100, eta: 1 day, 1:14:01, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7094, loss_cls: 2.3010, loss: 2.3010 2020-06-17 20:31:22,245 - mmaction - INFO - Epoch [51][1280/3134] lr: 0.00100, eta: 1 day, 1:13:49, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7438, loss_cls: 2.2006, loss: 2.2006 2020-06-17 20:31:33,926 - mmaction - INFO - Epoch [51][1300/3134] lr: 0.00100, eta: 1 day, 1:13:37, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7094, loss_cls: 2.3162, loss: 2.3162 2020-06-17 20:31:45,514 - mmaction - INFO - Epoch [51][1320/3134] lr: 0.00100, eta: 1 day, 1:13:26, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6750, loss_cls: 2.6483, loss: 2.6483 2020-06-17 20:31:57,107 - mmaction - INFO - Epoch [51][1340/3134] lr: 0.00100, eta: 1 day, 1:13:14, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7594, loss_cls: 2.1674, loss: 2.1674 2020-06-17 20:32:08,795 - mmaction - INFO - Epoch [51][1360/3134] lr: 0.00100, eta: 1 day, 1:13:02, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7000, loss_cls: 2.4361, loss: 2.4361 2020-06-17 20:32:20,382 - mmaction - INFO - Epoch [51][1380/3134] lr: 0.00100, eta: 1 day, 1:12:50, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4531, top5_acc: 0.6781, loss_cls: 2.3987, loss: 2.3987 2020-06-17 20:32:31,999 - mmaction - INFO - Epoch [51][1400/3134] lr: 0.00100, eta: 1 day, 1:12:39, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7156, loss_cls: 2.3469, loss: 2.3469 2020-06-17 20:32:43,610 - mmaction - INFO - Epoch [51][1420/3134] lr: 0.00100, eta: 1 day, 1:12:27, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7469, loss_cls: 2.2129, loss: 2.2129 2020-06-17 20:32:55,261 - mmaction - INFO - Epoch [51][1440/3134] lr: 0.00100, eta: 1 day, 1:12:15, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4062, top5_acc: 0.7125, loss_cls: 2.4480, loss: 2.4480 2020-06-17 20:33:06,876 - mmaction - INFO - Epoch [51][1460/3134] lr: 0.00100, eta: 1 day, 1:12:03, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.2008, loss: 2.2008 2020-06-17 20:33:18,522 - mmaction - INFO - Epoch [51][1480/3134] lr: 0.00100, eta: 1 day, 1:11:52, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4250, top5_acc: 0.7281, loss_cls: 2.3921, loss: 2.3921 2020-06-17 20:33:30,179 - mmaction - INFO - Epoch [51][1500/3134] lr: 0.00100, eta: 1 day, 1:11:40, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7500, loss_cls: 2.2788, loss: 2.2788 2020-06-17 20:33:41,817 - mmaction - INFO - Epoch [51][1520/3134] lr: 0.00100, eta: 1 day, 1:11:28, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7188, loss_cls: 2.3678, loss: 2.3678 2020-06-17 20:33:53,545 - mmaction - INFO - Epoch [51][1540/3134] lr: 0.00100, eta: 1 day, 1:11:16, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7000, loss_cls: 2.3985, loss: 2.3985 2020-06-17 20:34:05,125 - mmaction - INFO - Epoch [51][1560/3134] lr: 0.00100, eta: 1 day, 1:11:05, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7281, loss_cls: 2.4106, loss: 2.4106 2020-06-17 20:34:16,746 - mmaction - INFO - Epoch [51][1580/3134] lr: 0.00100, eta: 1 day, 1:10:53, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4156, top5_acc: 0.6781, loss_cls: 2.5461, loss: 2.5461 2020-06-17 20:34:28,361 - mmaction - INFO - Epoch [51][1600/3134] lr: 0.00100, eta: 1 day, 1:10:41, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4406, top5_acc: 0.6750, loss_cls: 2.5175, loss: 2.5175 2020-06-17 20:34:39,953 - mmaction - INFO - Epoch [51][1620/3134] lr: 0.00100, eta: 1 day, 1:10:29, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7375, loss_cls: 2.2784, loss: 2.2784 2020-06-17 20:34:51,566 - mmaction - INFO - Epoch [51][1640/3134] lr: 0.00100, eta: 1 day, 1:10:18, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4375, top5_acc: 0.6813, loss_cls: 2.4892, loss: 2.4892 2020-06-17 20:35:03,257 - mmaction - INFO - Epoch [51][1660/3134] lr: 0.00100, eta: 1 day, 1:10:06, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7219, loss_cls: 2.2220, loss: 2.2220 2020-06-17 20:35:14,906 - mmaction - INFO - Epoch [51][1680/3134] lr: 0.00100, eta: 1 day, 1:09:54, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7094, loss_cls: 2.3973, loss: 2.3973 2020-06-17 20:35:26,577 - mmaction - INFO - Epoch [51][1700/3134] lr: 0.00100, eta: 1 day, 1:09:43, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6937, loss_cls: 2.5112, loss: 2.5112 2020-06-17 20:35:38,292 - mmaction - INFO - Epoch [51][1720/3134] lr: 0.00100, eta: 1 day, 1:09:31, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7469, loss_cls: 2.1559, loss: 2.1559 2020-06-17 20:35:49,869 - mmaction - INFO - Epoch [51][1740/3134] lr: 0.00100, eta: 1 day, 1:09:19, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4437, top5_acc: 0.6594, loss_cls: 2.4955, loss: 2.4955 2020-06-17 20:36:01,444 - mmaction - INFO - Epoch [51][1760/3134] lr: 0.00100, eta: 1 day, 1:09:07, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.4562, top5_acc: 0.6969, loss_cls: 2.5185, loss: 2.5185 2020-06-17 20:36:13,163 - mmaction - INFO - Epoch [51][1780/3134] lr: 0.00100, eta: 1 day, 1:08:56, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7281, loss_cls: 2.4140, loss: 2.4140 2020-06-17 20:36:24,800 - mmaction - INFO - Epoch [51][1800/3134] lr: 0.00100, eta: 1 day, 1:08:44, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7063, loss_cls: 2.4377, loss: 2.4377 2020-06-17 20:36:36,405 - mmaction - INFO - Epoch [51][1820/3134] lr: 0.00100, eta: 1 day, 1:08:32, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7094, loss_cls: 2.4578, loss: 2.4578 2020-06-17 20:36:48,015 - mmaction - INFO - Epoch [51][1840/3134] lr: 0.00100, eta: 1 day, 1:08:20, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.6687, loss_cls: 2.4754, loss: 2.4754 2020-06-17 20:36:59,559 - mmaction - INFO - Epoch [51][1860/3134] lr: 0.00100, eta: 1 day, 1:08:08, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7000, loss_cls: 2.3462, loss: 2.3462 2020-06-17 20:37:11,127 - mmaction - INFO - Epoch [51][1880/3134] lr: 0.00100, eta: 1 day, 1:07:57, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7031, loss_cls: 2.4068, loss: 2.4068 2020-06-17 20:37:22,702 - mmaction - INFO - Epoch [51][1900/3134] lr: 0.00100, eta: 1 day, 1:07:45, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7250, loss_cls: 2.3639, loss: 2.3639 2020-06-17 20:37:34,361 - mmaction - INFO - Epoch [51][1920/3134] lr: 0.00100, eta: 1 day, 1:07:33, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7125, loss_cls: 2.3871, loss: 2.3871 2020-06-17 20:37:46,008 - mmaction - INFO - Epoch [51][1940/3134] lr: 0.00100, eta: 1 day, 1:07:21, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7188, loss_cls: 2.4023, loss: 2.4023 2020-06-17 20:37:57,607 - mmaction - INFO - Epoch [51][1960/3134] lr: 0.00100, eta: 1 day, 1:07:10, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7219, loss_cls: 2.4461, loss: 2.4461 2020-06-17 20:38:09,226 - mmaction - INFO - Epoch [51][1980/3134] lr: 0.00100, eta: 1 day, 1:06:58, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7188, loss_cls: 2.3809, loss: 2.3809 2020-06-17 20:38:20,889 - mmaction - INFO - Epoch [51][2000/3134] lr: 0.00100, eta: 1 day, 1:06:46, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4125, top5_acc: 0.6719, loss_cls: 2.5257, loss: 2.5257 2020-06-17 20:38:32,490 - mmaction - INFO - Epoch [51][2020/3134] lr: 0.00100, eta: 1 day, 1:06:34, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4125, top5_acc: 0.6719, loss_cls: 2.4652, loss: 2.4652 2020-06-17 20:38:44,099 - mmaction - INFO - Epoch [51][2040/3134] lr: 0.00100, eta: 1 day, 1:06:23, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7375, loss_cls: 2.2252, loss: 2.2252 2020-06-17 20:38:55,733 - mmaction - INFO - Epoch [51][2060/3134] lr: 0.00100, eta: 1 day, 1:06:11, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7063, loss_cls: 2.4001, loss: 2.4001 2020-06-17 20:39:07,426 - mmaction - INFO - Epoch [51][2080/3134] lr: 0.00100, eta: 1 day, 1:05:59, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7438, loss_cls: 2.3378, loss: 2.3378 2020-06-17 20:39:19,082 - mmaction - INFO - Epoch [51][2100/3134] lr: 0.00100, eta: 1 day, 1:05:48, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4094, top5_acc: 0.6875, loss_cls: 2.5670, loss: 2.5670 2020-06-17 20:39:30,728 - mmaction - INFO - Epoch [51][2120/3134] lr: 0.00100, eta: 1 day, 1:05:36, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4406, top5_acc: 0.6875, loss_cls: 2.4829, loss: 2.4829 2020-06-17 20:39:42,411 - mmaction - INFO - Epoch [51][2140/3134] lr: 0.00100, eta: 1 day, 1:05:24, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7125, loss_cls: 2.3286, loss: 2.3286 2020-06-17 20:39:54,020 - mmaction - INFO - Epoch [51][2160/3134] lr: 0.00100, eta: 1 day, 1:05:12, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7156, loss_cls: 2.4285, loss: 2.4285 2020-06-17 20:40:05,670 - mmaction - INFO - Epoch [51][2180/3134] lr: 0.00100, eta: 1 day, 1:05:01, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4625, top5_acc: 0.6719, loss_cls: 2.3979, loss: 2.3979 2020-06-17 20:40:17,263 - mmaction - INFO - Epoch [51][2200/3134] lr: 0.00100, eta: 1 day, 1:04:49, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7344, loss_cls: 2.3616, loss: 2.3616 2020-06-17 20:40:28,943 - mmaction - INFO - Epoch [51][2220/3134] lr: 0.00100, eta: 1 day, 1:04:37, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4344, top5_acc: 0.6813, loss_cls: 2.5267, loss: 2.5267 2020-06-17 20:40:40,545 - mmaction - INFO - Epoch [51][2240/3134] lr: 0.00100, eta: 1 day, 1:04:25, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4219, top5_acc: 0.6813, loss_cls: 2.5378, loss: 2.5378 2020-06-17 20:40:52,171 - mmaction - INFO - Epoch [51][2260/3134] lr: 0.00100, eta: 1 day, 1:04:14, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7063, loss_cls: 2.3353, loss: 2.3353 2020-06-17 20:41:03,836 - mmaction - INFO - Epoch [51][2280/3134] lr: 0.00100, eta: 1 day, 1:04:02, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4437, top5_acc: 0.6906, loss_cls: 2.4281, loss: 2.4281 2020-06-17 20:41:15,405 - mmaction - INFO - Epoch [51][2300/3134] lr: 0.00100, eta: 1 day, 1:03:50, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7250, loss_cls: 2.3168, loss: 2.3168 2020-06-17 20:41:27,111 - mmaction - INFO - Epoch [51][2320/3134] lr: 0.00100, eta: 1 day, 1:03:38, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7344, loss_cls: 2.3226, loss: 2.3226 2020-06-17 20:41:38,724 - mmaction - INFO - Epoch [51][2340/3134] lr: 0.00100, eta: 1 day, 1:03:27, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4688, top5_acc: 0.6719, loss_cls: 2.5034, loss: 2.5034 2020-06-17 20:41:50,282 - mmaction - INFO - Epoch [51][2360/3134] lr: 0.00100, eta: 1 day, 1:03:15, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7281, loss_cls: 2.3003, loss: 2.3003 2020-06-17 20:42:01,955 - mmaction - INFO - Epoch [51][2380/3134] lr: 0.00100, eta: 1 day, 1:03:03, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4375, top5_acc: 0.6562, loss_cls: 2.5089, loss: 2.5089 2020-06-17 20:42:13,581 - mmaction - INFO - Epoch [51][2400/3134] lr: 0.00100, eta: 1 day, 1:02:51, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7406, loss_cls: 2.3278, loss: 2.3278 2020-06-17 20:42:25,221 - mmaction - INFO - Epoch [51][2420/3134] lr: 0.00100, eta: 1 day, 1:02:40, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7500, loss_cls: 2.2075, loss: 2.2075 2020-06-17 20:42:36,841 - mmaction - INFO - Epoch [51][2440/3134] lr: 0.00100, eta: 1 day, 1:02:28, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7156, loss_cls: 2.3006, loss: 2.3006 2020-06-17 20:42:48,492 - mmaction - INFO - Epoch [51][2460/3134] lr: 0.00100, eta: 1 day, 1:02:16, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7312, loss_cls: 2.2824, loss: 2.2824 2020-06-17 20:43:00,149 - mmaction - INFO - Epoch [51][2480/3134] lr: 0.00100, eta: 1 day, 1:02:04, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4469, top5_acc: 0.6937, loss_cls: 2.4922, loss: 2.4922 2020-06-17 20:43:11,780 - mmaction - INFO - Epoch [51][2500/3134] lr: 0.00100, eta: 1 day, 1:01:53, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7188, loss_cls: 2.4526, loss: 2.4526 2020-06-17 20:43:23,365 - mmaction - INFO - Epoch [51][2520/3134] lr: 0.00100, eta: 1 day, 1:01:41, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7375, loss_cls: 2.2550, loss: 2.2550 2020-06-17 20:43:34,971 - mmaction - INFO - Epoch [51][2540/3134] lr: 0.00100, eta: 1 day, 1:01:29, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7188, loss_cls: 2.4228, loss: 2.4228 2020-06-17 20:43:51,108 - mmaction - INFO - Epoch [51][2560/3134] lr: 0.00100, eta: 1 day, 1:01:22, time: 0.806, data_time: 0.224, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7188, loss_cls: 2.4441, loss: 2.4441 2020-06-17 20:44:02,710 - mmaction - INFO - Epoch [51][2580/3134] lr: 0.00100, eta: 1 day, 1:01:10, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4250, top5_acc: 0.7344, loss_cls: 2.3541, loss: 2.3541 2020-06-17 20:44:14,308 - mmaction - INFO - Epoch [51][2600/3134] lr: 0.00100, eta: 1 day, 1:00:58, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6781, loss_cls: 2.4287, loss: 2.4287 2020-06-17 20:44:25,967 - mmaction - INFO - Epoch [51][2620/3134] lr: 0.00100, eta: 1 day, 1:00:47, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4188, top5_acc: 0.7063, loss_cls: 2.3806, loss: 2.3806 2020-06-17 20:44:37,551 - mmaction - INFO - Epoch [51][2640/3134] lr: 0.00100, eta: 1 day, 1:00:35, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7063, loss_cls: 2.2836, loss: 2.2836 2020-06-17 20:44:49,178 - mmaction - INFO - Epoch [51][2660/3134] lr: 0.00100, eta: 1 day, 1:00:23, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7031, loss_cls: 2.4061, loss: 2.4061 2020-06-17 20:45:00,736 - mmaction - INFO - Epoch [51][2680/3134] lr: 0.00100, eta: 1 day, 1:00:11, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7000, loss_cls: 2.4899, loss: 2.4899 2020-06-17 20:45:12,410 - mmaction - INFO - Epoch [51][2700/3134] lr: 0.00100, eta: 1 day, 0:59:59, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7000, loss_cls: 2.3308, loss: 2.3308 2020-06-17 20:45:24,091 - mmaction - INFO - Epoch [51][2720/3134] lr: 0.00100, eta: 1 day, 0:59:48, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7156, loss_cls: 2.3250, loss: 2.3250 2020-06-17 20:45:35,736 - mmaction - INFO - Epoch [51][2740/3134] lr: 0.00100, eta: 1 day, 0:59:36, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4750, top5_acc: 0.6813, loss_cls: 2.3514, loss: 2.3514 2020-06-17 20:45:47,314 - mmaction - INFO - Epoch [51][2760/3134] lr: 0.00100, eta: 1 day, 0:59:24, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7281, loss_cls: 2.3045, loss: 2.3045 2020-06-17 20:45:58,931 - mmaction - INFO - Epoch [51][2780/3134] lr: 0.00100, eta: 1 day, 0:59:12, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7250, loss_cls: 2.2985, loss: 2.2985 2020-06-17 20:46:10,644 - mmaction - INFO - Epoch [51][2800/3134] lr: 0.00100, eta: 1 day, 0:59:01, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7156, loss_cls: 2.3611, loss: 2.3611 2020-06-17 20:46:22,276 - mmaction - INFO - Epoch [51][2820/3134] lr: 0.00100, eta: 1 day, 0:58:49, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7031, loss_cls: 2.4058, loss: 2.4058 2020-06-17 20:46:33,837 - mmaction - INFO - Epoch [51][2840/3134] lr: 0.00100, eta: 1 day, 0:58:37, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7219, loss_cls: 2.3058, loss: 2.3058 2020-06-17 20:46:45,503 - mmaction - INFO - Epoch [51][2860/3134] lr: 0.00100, eta: 1 day, 0:58:26, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7219, loss_cls: 2.2797, loss: 2.2797 2020-06-17 20:46:57,146 - mmaction - INFO - Epoch [51][2880/3134] lr: 0.00100, eta: 1 day, 0:58:14, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4594, top5_acc: 0.6781, loss_cls: 2.4234, loss: 2.4234 2020-06-17 20:47:08,727 - mmaction - INFO - Epoch [51][2900/3134] lr: 0.00100, eta: 1 day, 0:58:02, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7375, loss_cls: 2.2149, loss: 2.2149 2020-06-17 20:47:20,418 - mmaction - INFO - Epoch [51][2920/3134] lr: 0.00100, eta: 1 day, 0:57:50, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6875, loss_cls: 2.4556, loss: 2.4556 2020-06-17 20:47:32,078 - mmaction - INFO - Epoch [51][2940/3134] lr: 0.00100, eta: 1 day, 0:57:39, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7188, loss_cls: 2.3317, loss: 2.3317 2020-06-17 20:47:43,753 - mmaction - INFO - Epoch [51][2960/3134] lr: 0.00100, eta: 1 day, 0:57:27, time: 0.583, data_time: 0.000, memory: 8339, top1_acc: 0.4219, top5_acc: 0.7125, loss_cls: 2.4081, loss: 2.4081 2020-06-17 20:47:55,356 - mmaction - INFO - Epoch [51][2980/3134] lr: 0.00100, eta: 1 day, 0:57:15, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4156, top5_acc: 0.7125, loss_cls: 2.4523, loss: 2.4523 2020-06-17 20:48:06,966 - mmaction - INFO - Epoch [51][3000/3134] lr: 0.00100, eta: 1 day, 0:57:03, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7219, loss_cls: 2.3069, loss: 2.3069 2020-06-17 20:48:18,707 - mmaction - INFO - Epoch [51][3020/3134] lr: 0.00100, eta: 1 day, 0:56:52, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7063, loss_cls: 2.4201, loss: 2.4201 2020-06-17 20:48:30,301 - mmaction - INFO - Epoch [51][3040/3134] lr: 0.00100, eta: 1 day, 0:56:40, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7188, loss_cls: 2.3988, loss: 2.3988 2020-06-17 20:48:41,854 - mmaction - INFO - Epoch [51][3060/3134] lr: 0.00100, eta: 1 day, 0:56:28, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7125, loss_cls: 2.2658, loss: 2.2658 2020-06-17 20:48:53,505 - mmaction - INFO - Epoch [51][3080/3134] lr: 0.00100, eta: 1 day, 0:56:16, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7219, loss_cls: 2.3101, loss: 2.3101 2020-06-17 20:49:05,136 - mmaction - INFO - Epoch [51][3100/3134] lr: 0.00100, eta: 1 day, 0:56:05, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.6937, loss_cls: 2.5130, loss: 2.5130 2020-06-17 20:49:16,776 - mmaction - INFO - Epoch [51][3120/3134] lr: 0.00100, eta: 1 day, 0:55:53, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4094, top5_acc: 0.6719, loss_cls: 2.6160, loss: 2.6160 2020-06-17 20:49:51,503 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-17 20:49:52,758 - mmaction - INFO - top1_acc 0.2832 top5_acc 0.5382 2020-06-17 20:49:52,775 - mmaction - INFO - Epoch [51][3134/3134] lr: 0.00100, top1_acc: 0.2832, top5_acc: 0.5382 2020-06-17 20:50:07,972 - mmaction - INFO - Epoch [52][20/3134] lr: 0.00100, eta: 1 day, 0:55:29, time: 0.759, data_time: 0.179, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7312, loss_cls: 2.3835, loss: 2.3835 2020-06-17 20:50:19,627 - mmaction - INFO - Epoch [52][40/3134] lr: 0.00100, eta: 1 day, 0:55:17, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7094, loss_cls: 2.3683, loss: 2.3683 2020-06-17 20:50:31,336 - mmaction - INFO - Epoch [52][60/3134] lr: 0.00100, eta: 1 day, 0:55:05, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7531, loss_cls: 2.2043, loss: 2.2043 2020-06-17 20:50:42,908 - mmaction - INFO - Epoch [52][80/3134] lr: 0.00100, eta: 1 day, 0:54:53, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7625, loss_cls: 2.1677, loss: 2.1677 2020-06-17 20:50:54,658 - mmaction - INFO - Epoch [52][100/3134] lr: 0.00100, eta: 1 day, 0:54:42, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7250, loss_cls: 2.3516, loss: 2.3516 2020-06-17 20:51:06,330 - mmaction - INFO - Epoch [52][120/3134] lr: 0.00100, eta: 1 day, 0:54:30, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7438, loss_cls: 2.1981, loss: 2.1981 2020-06-17 20:51:17,946 - mmaction - INFO - Epoch [52][140/3134] lr: 0.00100, eta: 1 day, 0:54:18, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7469, loss_cls: 2.2116, loss: 2.2116 2020-06-17 20:51:29,628 - mmaction - INFO - Epoch [52][160/3134] lr: 0.00100, eta: 1 day, 0:54:07, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7406, loss_cls: 2.2277, loss: 2.2277 2020-06-17 20:51:41,292 - mmaction - INFO - Epoch [52][180/3134] lr: 0.00100, eta: 1 day, 0:53:55, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7438, loss_cls: 2.2411, loss: 2.2411 2020-06-17 20:51:52,890 - mmaction - INFO - Epoch [52][200/3134] lr: 0.00100, eta: 1 day, 0:53:43, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7531, loss_cls: 2.2640, loss: 2.2640 2020-06-17 20:52:04,522 - mmaction - INFO - Epoch [52][220/3134] lr: 0.00100, eta: 1 day, 0:53:31, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7656, loss_cls: 2.1993, loss: 2.1993 2020-06-17 20:52:16,162 - mmaction - INFO - Epoch [52][240/3134] lr: 0.00100, eta: 1 day, 0:53:20, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4719, top5_acc: 0.6969, loss_cls: 2.4283, loss: 2.4283 2020-06-17 20:52:27,874 - mmaction - INFO - Epoch [52][260/3134] lr: 0.00100, eta: 1 day, 0:53:08, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7312, loss_cls: 2.3058, loss: 2.3058 2020-06-17 20:52:39,570 - mmaction - INFO - Epoch [52][280/3134] lr: 0.00100, eta: 1 day, 0:52:56, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7500, loss_cls: 2.1900, loss: 2.1900 2020-06-17 20:52:51,136 - mmaction - INFO - Epoch [52][300/3134] lr: 0.00100, eta: 1 day, 0:52:45, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7281, loss_cls: 2.3577, loss: 2.3577 2020-06-17 20:53:02,702 - mmaction - INFO - Epoch [52][320/3134] lr: 0.00100, eta: 1 day, 0:52:33, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7250, loss_cls: 2.4394, loss: 2.4394 2020-06-17 20:53:14,308 - mmaction - INFO - Epoch [52][340/3134] lr: 0.00100, eta: 1 day, 0:52:21, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7031, loss_cls: 2.4121, loss: 2.4121 2020-06-17 20:53:25,930 - mmaction - INFO - Epoch [52][360/3134] lr: 0.00100, eta: 1 day, 0:52:09, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.4594, top5_acc: 0.6875, loss_cls: 2.4709, loss: 2.4709 2020-06-17 20:53:37,560 - mmaction - INFO - Epoch [52][380/3134] lr: 0.00100, eta: 1 day, 0:51:57, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.3969, top5_acc: 0.6406, loss_cls: 2.6664, loss: 2.6664 2020-06-17 20:53:49,258 - mmaction - INFO - Epoch [52][400/3134] lr: 0.00100, eta: 1 day, 0:51:46, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4156, top5_acc: 0.7281, loss_cls: 2.4024, loss: 2.4024 2020-06-17 20:54:00,886 - mmaction - INFO - Epoch [52][420/3134] lr: 0.00100, eta: 1 day, 0:51:34, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7281, loss_cls: 2.1613, loss: 2.1613 2020-06-17 20:54:12,555 - mmaction - INFO - Epoch [52][440/3134] lr: 0.00100, eta: 1 day, 0:51:22, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7031, loss_cls: 2.3420, loss: 2.3420 2020-06-17 20:54:24,314 - mmaction - INFO - Epoch [52][460/3134] lr: 0.00100, eta: 1 day, 0:51:11, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7312, loss_cls: 2.3180, loss: 2.3180 2020-06-17 20:54:35,966 - mmaction - INFO - Epoch [52][480/3134] lr: 0.00100, eta: 1 day, 0:50:59, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7156, loss_cls: 2.3950, loss: 2.3950 2020-06-17 20:54:47,631 - mmaction - INFO - Epoch [52][500/3134] lr: 0.00100, eta: 1 day, 0:50:47, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7281, loss_cls: 2.3585, loss: 2.3585 2020-06-17 20:54:59,332 - mmaction - INFO - Epoch [52][520/3134] lr: 0.00100, eta: 1 day, 0:50:36, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7125, loss_cls: 2.3881, loss: 2.3881 2020-06-17 20:55:10,940 - mmaction - INFO - Epoch [52][540/3134] lr: 0.00100, eta: 1 day, 0:50:24, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7000, loss_cls: 2.3936, loss: 2.3936 2020-06-17 20:55:22,537 - mmaction - INFO - Epoch [52][560/3134] lr: 0.00100, eta: 1 day, 0:50:12, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4250, top5_acc: 0.7531, loss_cls: 2.2772, loss: 2.2772 2020-06-17 20:55:34,342 - mmaction - INFO - Epoch [52][580/3134] lr: 0.00100, eta: 1 day, 0:50:00, time: 0.590, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7094, loss_cls: 2.2955, loss: 2.2955 2020-06-17 20:55:45,929 - mmaction - INFO - Epoch [52][600/3134] lr: 0.00100, eta: 1 day, 0:49:49, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7719, loss_cls: 2.1899, loss: 2.1899 2020-06-17 20:55:57,587 - mmaction - INFO - Epoch [52][620/3134] lr: 0.00100, eta: 1 day, 0:49:37, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7562, loss_cls: 2.1201, loss: 2.1201 2020-06-17 20:56:09,325 - mmaction - INFO - Epoch [52][640/3134] lr: 0.00100, eta: 1 day, 0:49:25, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7250, loss_cls: 2.2695, loss: 2.2695 2020-06-17 20:56:20,947 - mmaction - INFO - Epoch [52][660/3134] lr: 0.00100, eta: 1 day, 0:49:14, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7094, loss_cls: 2.3336, loss: 2.3336 2020-06-17 20:56:32,635 - mmaction - INFO - Epoch [52][680/3134] lr: 0.00100, eta: 1 day, 0:49:02, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7500, loss_cls: 2.2006, loss: 2.2006 2020-06-17 20:56:44,229 - mmaction - INFO - Epoch [52][700/3134] lr: 0.00100, eta: 1 day, 0:48:50, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7219, loss_cls: 2.2434, loss: 2.2434 2020-06-17 20:56:55,776 - mmaction - INFO - Epoch [52][720/3134] lr: 0.00100, eta: 1 day, 0:48:38, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7219, loss_cls: 2.4238, loss: 2.4238 2020-06-17 20:57:07,403 - mmaction - INFO - Epoch [52][740/3134] lr: 0.00100, eta: 1 day, 0:48:27, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7375, loss_cls: 2.3379, loss: 2.3379 2020-06-17 20:57:19,060 - mmaction - INFO - Epoch [52][760/3134] lr: 0.00100, eta: 1 day, 0:48:15, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7063, loss_cls: 2.4027, loss: 2.4027 2020-06-17 20:57:30,616 - mmaction - INFO - Epoch [52][780/3134] lr: 0.00100, eta: 1 day, 0:48:03, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4375, top5_acc: 0.6625, loss_cls: 2.5531, loss: 2.5531 2020-06-17 20:57:42,244 - mmaction - INFO - Epoch [52][800/3134] lr: 0.00100, eta: 1 day, 0:47:51, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7250, loss_cls: 2.3684, loss: 2.3684 2020-06-17 20:57:53,892 - mmaction - INFO - Epoch [52][820/3134] lr: 0.00100, eta: 1 day, 0:47:40, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7156, loss_cls: 2.3009, loss: 2.3009 2020-06-17 20:58:05,499 - mmaction - INFO - Epoch [52][840/3134] lr: 0.00100, eta: 1 day, 0:47:28, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.4406, top5_acc: 0.6719, loss_cls: 2.4561, loss: 2.4561 2020-06-17 20:58:17,231 - mmaction - INFO - Epoch [52][860/3134] lr: 0.00100, eta: 1 day, 0:47:16, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7156, loss_cls: 2.3513, loss: 2.3513 2020-06-17 20:58:28,892 - mmaction - INFO - Epoch [52][880/3134] lr: 0.00100, eta: 1 day, 0:47:04, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7094, loss_cls: 2.4065, loss: 2.4065 2020-06-17 20:58:40,472 - mmaction - INFO - Epoch [52][900/3134] lr: 0.00100, eta: 1 day, 0:46:53, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4375, top5_acc: 0.6781, loss_cls: 2.5637, loss: 2.5637 2020-06-17 20:58:52,128 - mmaction - INFO - Epoch [52][920/3134] lr: 0.00100, eta: 1 day, 0:46:41, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4125, top5_acc: 0.7188, loss_cls: 2.4046, loss: 2.4046 2020-06-17 20:59:03,779 - mmaction - INFO - Epoch [52][940/3134] lr: 0.00100, eta: 1 day, 0:46:29, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7594, loss_cls: 2.0745, loss: 2.0745 2020-06-17 20:59:15,387 - mmaction - INFO - Epoch [52][960/3134] lr: 0.00100, eta: 1 day, 0:46:17, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7188, loss_cls: 2.3511, loss: 2.3511 2020-06-17 20:59:27,087 - mmaction - INFO - Epoch [52][980/3134] lr: 0.00100, eta: 1 day, 0:46:06, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7406, loss_cls: 2.0552, loss: 2.0552 2020-06-17 20:59:38,718 - mmaction - INFO - Epoch [52][1000/3134] lr: 0.00100, eta: 1 day, 0:45:54, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4656, top5_acc: 0.6969, loss_cls: 2.3938, loss: 2.3938 2020-06-17 20:59:50,395 - mmaction - INFO - Epoch [52][1020/3134] lr: 0.00100, eta: 1 day, 0:45:42, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7219, loss_cls: 2.3305, loss: 2.3305 2020-06-17 21:00:02,014 - mmaction - INFO - Epoch [52][1040/3134] lr: 0.00100, eta: 1 day, 0:45:31, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4781, top5_acc: 0.6875, loss_cls: 2.3164, loss: 2.3164 2020-06-17 21:00:13,883 - mmaction - INFO - Epoch [52][1060/3134] lr: 0.00100, eta: 1 day, 0:45:19, time: 0.592, data_time: 0.001, memory: 8339, top1_acc: 0.4062, top5_acc: 0.6875, loss_cls: 2.5473, loss: 2.5473 2020-06-17 21:00:26,166 - mmaction - INFO - Epoch [52][1080/3134] lr: 0.00100, eta: 1 day, 0:45:08, time: 0.614, data_time: 0.002, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.2051, loss: 2.2051 2020-06-17 21:00:37,814 - mmaction - INFO - Epoch [52][1100/3134] lr: 0.00100, eta: 1 day, 0:44:56, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7031, loss_cls: 2.3742, loss: 2.3742 2020-06-17 21:00:49,505 - mmaction - INFO - Epoch [52][1120/3134] lr: 0.00100, eta: 1 day, 0:44:45, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7469, loss_cls: 2.2595, loss: 2.2595 2020-06-17 21:01:01,172 - mmaction - INFO - Epoch [52][1140/3134] lr: 0.00100, eta: 1 day, 0:44:33, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7250, loss_cls: 2.2944, loss: 2.2944 2020-06-17 21:01:12,818 - mmaction - INFO - Epoch [52][1160/3134] lr: 0.00100, eta: 1 day, 0:44:21, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7281, loss_cls: 2.3419, loss: 2.3419 2020-06-17 21:01:24,511 - mmaction - INFO - Epoch [52][1180/3134] lr: 0.00100, eta: 1 day, 0:44:09, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7344, loss_cls: 2.0210, loss: 2.0210 2020-06-17 21:01:36,108 - mmaction - INFO - Epoch [52][1200/3134] lr: 0.00100, eta: 1 day, 0:43:58, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7094, loss_cls: 2.2641, loss: 2.2641 2020-06-17 21:01:47,657 - mmaction - INFO - Epoch [52][1220/3134] lr: 0.00100, eta: 1 day, 0:43:46, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7031, loss_cls: 2.4231, loss: 2.4231 2020-06-17 21:01:59,285 - mmaction - INFO - Epoch [52][1240/3134] lr: 0.00100, eta: 1 day, 0:43:34, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7344, loss_cls: 2.2740, loss: 2.2740 2020-06-17 21:02:10,969 - mmaction - INFO - Epoch [52][1260/3134] lr: 0.00100, eta: 1 day, 0:43:22, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.6937, loss_cls: 2.4158, loss: 2.4158 2020-06-17 21:02:22,584 - mmaction - INFO - Epoch [52][1280/3134] lr: 0.00100, eta: 1 day, 0:43:11, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7125, loss_cls: 2.4387, loss: 2.4387 2020-06-17 21:02:34,243 - mmaction - INFO - Epoch [52][1300/3134] lr: 0.00100, eta: 1 day, 0:42:59, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7312, loss_cls: 2.1735, loss: 2.1735 2020-06-17 21:02:45,824 - mmaction - INFO - Epoch [52][1320/3134] lr: 0.00100, eta: 1 day, 0:42:47, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6969, loss_cls: 2.5193, loss: 2.5193 2020-06-17 21:02:57,414 - mmaction - INFO - Epoch [52][1340/3134] lr: 0.00100, eta: 1 day, 0:42:35, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7156, loss_cls: 2.3311, loss: 2.3311 2020-06-17 21:03:09,055 - mmaction - INFO - Epoch [52][1360/3134] lr: 0.00100, eta: 1 day, 0:42:24, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7281, loss_cls: 2.3379, loss: 2.3379 2020-06-17 21:03:20,720 - mmaction - INFO - Epoch [52][1380/3134] lr: 0.00100, eta: 1 day, 0:42:12, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4562, top5_acc: 0.6937, loss_cls: 2.3771, loss: 2.3771 2020-06-17 21:03:32,348 - mmaction - INFO - Epoch [52][1400/3134] lr: 0.00100, eta: 1 day, 0:42:00, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7094, loss_cls: 2.3370, loss: 2.3370 2020-06-17 21:03:44,006 - mmaction - INFO - Epoch [52][1420/3134] lr: 0.00100, eta: 1 day, 0:41:48, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7312, loss_cls: 2.2782, loss: 2.2782 2020-06-17 21:03:55,741 - mmaction - INFO - Epoch [52][1440/3134] lr: 0.00100, eta: 1 day, 0:41:37, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.6906, loss_cls: 2.3980, loss: 2.3980 2020-06-17 21:04:07,366 - mmaction - INFO - Epoch [52][1460/3134] lr: 0.00100, eta: 1 day, 0:41:25, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4188, top5_acc: 0.7188, loss_cls: 2.4252, loss: 2.4252 2020-06-17 21:04:19,024 - mmaction - INFO - Epoch [52][1480/3134] lr: 0.00100, eta: 1 day, 0:41:13, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7031, loss_cls: 2.4216, loss: 2.4216 2020-06-17 21:04:30,680 - mmaction - INFO - Epoch [52][1500/3134] lr: 0.00100, eta: 1 day, 0:41:02, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.6781, loss_cls: 2.3726, loss: 2.3726 2020-06-17 21:04:42,287 - mmaction - INFO - Epoch [52][1520/3134] lr: 0.00100, eta: 1 day, 0:40:50, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7094, loss_cls: 2.3488, loss: 2.3488 2020-06-17 21:04:53,940 - mmaction - INFO - Epoch [52][1540/3134] lr: 0.00100, eta: 1 day, 0:40:38, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7281, loss_cls: 2.4026, loss: 2.4026 2020-06-17 21:05:05,587 - mmaction - INFO - Epoch [52][1560/3134] lr: 0.00100, eta: 1 day, 0:40:26, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7219, loss_cls: 2.3098, loss: 2.3098 2020-06-17 21:05:17,142 - mmaction - INFO - Epoch [52][1580/3134] lr: 0.00100, eta: 1 day, 0:40:15, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4469, top5_acc: 0.6875, loss_cls: 2.4212, loss: 2.4212 2020-06-17 21:05:28,743 - mmaction - INFO - Epoch [52][1600/3134] lr: 0.00100, eta: 1 day, 0:40:03, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7219, loss_cls: 2.3136, loss: 2.3136 2020-06-17 21:05:40,345 - mmaction - INFO - Epoch [52][1620/3134] lr: 0.00100, eta: 1 day, 0:39:51, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.6906, loss_cls: 2.2264, loss: 2.2264 2020-06-17 21:05:51,909 - mmaction - INFO - Epoch [52][1640/3134] lr: 0.00100, eta: 1 day, 0:39:39, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4437, top5_acc: 0.6906, loss_cls: 2.3781, loss: 2.3781 2020-06-17 21:06:03,516 - mmaction - INFO - Epoch [52][1660/3134] lr: 0.00100, eta: 1 day, 0:39:28, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7188, loss_cls: 2.4232, loss: 2.4232 2020-06-17 21:06:15,170 - mmaction - INFO - Epoch [52][1680/3134] lr: 0.00100, eta: 1 day, 0:39:16, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7625, loss_cls: 2.1740, loss: 2.1740 2020-06-17 21:06:26,778 - mmaction - INFO - Epoch [52][1700/3134] lr: 0.00100, eta: 1 day, 0:39:04, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7500, loss_cls: 2.2288, loss: 2.2288 2020-06-17 21:06:38,336 - mmaction - INFO - Epoch [52][1720/3134] lr: 0.00100, eta: 1 day, 0:38:52, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7531, loss_cls: 2.2050, loss: 2.2050 2020-06-17 21:06:49,993 - mmaction - INFO - Epoch [52][1740/3134] lr: 0.00100, eta: 1 day, 0:38:40, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7250, loss_cls: 2.2558, loss: 2.2558 2020-06-17 21:07:01,631 - mmaction - INFO - Epoch [52][1760/3134] lr: 0.00100, eta: 1 day, 0:38:29, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7156, loss_cls: 2.3054, loss: 2.3054 2020-06-17 21:07:13,263 - mmaction - INFO - Epoch [52][1780/3134] lr: 0.00100, eta: 1 day, 0:38:17, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7219, loss_cls: 2.3780, loss: 2.3780 2020-06-17 21:07:24,901 - mmaction - INFO - Epoch [52][1800/3134] lr: 0.00100, eta: 1 day, 0:38:05, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4000, top5_acc: 0.7031, loss_cls: 2.4941, loss: 2.4941 2020-06-17 21:07:36,514 - mmaction - INFO - Epoch [52][1820/3134] lr: 0.00100, eta: 1 day, 0:37:54, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7031, loss_cls: 2.3714, loss: 2.3714 2020-06-17 21:07:48,185 - mmaction - INFO - Epoch [52][1840/3134] lr: 0.00100, eta: 1 day, 0:37:42, time: 0.584, data_time: 0.000, memory: 8339, top1_acc: 0.4500, top5_acc: 0.6875, loss_cls: 2.4124, loss: 2.4124 2020-06-17 21:07:59,747 - mmaction - INFO - Epoch [52][1860/3134] lr: 0.00100, eta: 1 day, 0:37:30, time: 0.577, data_time: 0.000, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7438, loss_cls: 2.2525, loss: 2.2525 2020-06-17 21:08:11,341 - mmaction - INFO - Epoch [52][1880/3134] lr: 0.00100, eta: 1 day, 0:37:18, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7156, loss_cls: 2.4119, loss: 2.4119 2020-06-17 21:08:23,067 - mmaction - INFO - Epoch [52][1900/3134] lr: 0.00100, eta: 1 day, 0:37:07, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7531, loss_cls: 2.0939, loss: 2.0939 2020-06-17 21:08:34,654 - mmaction - INFO - Epoch [52][1920/3134] lr: 0.00100, eta: 1 day, 0:36:55, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7219, loss_cls: 2.2535, loss: 2.2535 2020-06-17 21:08:46,269 - mmaction - INFO - Epoch [52][1940/3134] lr: 0.00100, eta: 1 day, 0:36:43, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7469, loss_cls: 2.2315, loss: 2.2315 2020-06-17 21:08:57,931 - mmaction - INFO - Epoch [52][1960/3134] lr: 0.00100, eta: 1 day, 0:36:31, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.6781, loss_cls: 2.4628, loss: 2.4628 2020-06-17 21:09:09,573 - mmaction - INFO - Epoch [52][1980/3134] lr: 0.00100, eta: 1 day, 0:36:20, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7188, loss_cls: 2.2864, loss: 2.2864 2020-06-17 21:09:21,161 - mmaction - INFO - Epoch [52][2000/3134] lr: 0.00100, eta: 1 day, 0:36:08, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7063, loss_cls: 2.4071, loss: 2.4071 2020-06-17 21:09:32,791 - mmaction - INFO - Epoch [52][2020/3134] lr: 0.00100, eta: 1 day, 0:35:56, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7500, loss_cls: 2.2398, loss: 2.2398 2020-06-17 21:09:44,422 - mmaction - INFO - Epoch [52][2040/3134] lr: 0.00100, eta: 1 day, 0:35:44, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4156, top5_acc: 0.7031, loss_cls: 2.4103, loss: 2.4103 2020-06-17 21:09:56,016 - mmaction - INFO - Epoch [52][2060/3134] lr: 0.00100, eta: 1 day, 0:35:33, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7406, loss_cls: 2.3198, loss: 2.3198 2020-06-17 21:10:07,670 - mmaction - INFO - Epoch [52][2080/3134] lr: 0.00100, eta: 1 day, 0:35:21, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7469, loss_cls: 2.0885, loss: 2.0885 2020-06-17 21:10:19,243 - mmaction - INFO - Epoch [52][2100/3134] lr: 0.00100, eta: 1 day, 0:35:09, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7219, loss_cls: 2.3663, loss: 2.3663 2020-06-17 21:10:31,004 - mmaction - INFO - Epoch [52][2120/3134] lr: 0.00100, eta: 1 day, 0:34:57, time: 0.588, data_time: 0.002, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7000, loss_cls: 2.3000, loss: 2.3000 2020-06-17 21:10:42,583 - mmaction - INFO - Epoch [52][2140/3134] lr: 0.00100, eta: 1 day, 0:34:46, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7000, loss_cls: 2.4009, loss: 2.4009 2020-06-17 21:10:54,260 - mmaction - INFO - Epoch [52][2160/3134] lr: 0.00100, eta: 1 day, 0:34:34, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4125, top5_acc: 0.7000, loss_cls: 2.4278, loss: 2.4278 2020-06-17 21:11:05,911 - mmaction - INFO - Epoch [52][2180/3134] lr: 0.00100, eta: 1 day, 0:34:22, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7469, loss_cls: 2.1107, loss: 2.1107 2020-06-17 21:11:17,536 - mmaction - INFO - Epoch [52][2200/3134] lr: 0.00100, eta: 1 day, 0:34:11, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4500, top5_acc: 0.6969, loss_cls: 2.3732, loss: 2.3732 2020-06-17 21:11:29,178 - mmaction - INFO - Epoch [52][2220/3134] lr: 0.00100, eta: 1 day, 0:33:59, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7031, loss_cls: 2.4446, loss: 2.4446 2020-06-17 21:11:40,785 - mmaction - INFO - Epoch [52][2240/3134] lr: 0.00100, eta: 1 day, 0:33:47, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6875, loss_cls: 2.5177, loss: 2.5177 2020-06-17 21:11:52,347 - mmaction - INFO - Epoch [52][2260/3134] lr: 0.00100, eta: 1 day, 0:33:35, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7625, loss_cls: 2.1784, loss: 2.1784 2020-06-17 21:12:04,092 - mmaction - INFO - Epoch [52][2280/3134] lr: 0.00100, eta: 1 day, 0:33:24, time: 0.588, data_time: 0.002, memory: 8339, top1_acc: 0.4344, top5_acc: 0.6906, loss_cls: 2.3901, loss: 2.3901 2020-06-17 21:12:15,730 - mmaction - INFO - Epoch [52][2300/3134] lr: 0.00100, eta: 1 day, 0:33:12, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7406, loss_cls: 2.4523, loss: 2.4523 2020-06-17 21:12:27,349 - mmaction - INFO - Epoch [52][2320/3134] lr: 0.00100, eta: 1 day, 0:33:00, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4125, top5_acc: 0.7031, loss_cls: 2.5516, loss: 2.5516 2020-06-17 21:12:38,989 - mmaction - INFO - Epoch [52][2340/3134] lr: 0.00100, eta: 1 day, 0:32:48, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7063, loss_cls: 2.3747, loss: 2.3747 2020-06-17 21:12:50,609 - mmaction - INFO - Epoch [52][2360/3134] lr: 0.00100, eta: 1 day, 0:32:37, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7375, loss_cls: 2.3170, loss: 2.3170 2020-06-17 21:13:02,175 - mmaction - INFO - Epoch [52][2380/3134] lr: 0.00100, eta: 1 day, 0:32:25, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7125, loss_cls: 2.3222, loss: 2.3222 2020-06-17 21:13:13,821 - mmaction - INFO - Epoch [52][2400/3134] lr: 0.00100, eta: 1 day, 0:32:13, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7406, loss_cls: 2.4481, loss: 2.4481 2020-06-17 21:13:25,401 - mmaction - INFO - Epoch [52][2420/3134] lr: 0.00100, eta: 1 day, 0:32:01, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4062, top5_acc: 0.6531, loss_cls: 2.6202, loss: 2.6202 2020-06-17 21:13:37,134 - mmaction - INFO - Epoch [52][2440/3134] lr: 0.00100, eta: 1 day, 0:31:50, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7250, loss_cls: 2.2851, loss: 2.2851 2020-06-17 21:13:48,705 - mmaction - INFO - Epoch [52][2460/3134] lr: 0.00100, eta: 1 day, 0:31:38, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7031, loss_cls: 2.4079, loss: 2.4079 2020-06-17 21:14:00,363 - mmaction - INFO - Epoch [52][2480/3134] lr: 0.00100, eta: 1 day, 0:31:26, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7156, loss_cls: 2.3993, loss: 2.3993 2020-06-17 21:14:12,047 - mmaction - INFO - Epoch [52][2500/3134] lr: 0.00100, eta: 1 day, 0:31:14, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7594, loss_cls: 2.1665, loss: 2.1665 2020-06-17 21:14:23,682 - mmaction - INFO - Epoch [52][2520/3134] lr: 0.00100, eta: 1 day, 0:31:03, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6687, loss_cls: 2.5246, loss: 2.5246 2020-06-17 21:14:35,320 - mmaction - INFO - Epoch [52][2540/3134] lr: 0.00100, eta: 1 day, 0:30:51, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4562, top5_acc: 0.6969, loss_cls: 2.3871, loss: 2.3871 2020-06-17 21:14:46,987 - mmaction - INFO - Epoch [52][2560/3134] lr: 0.00100, eta: 1 day, 0:30:39, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7188, loss_cls: 2.3375, loss: 2.3375 2020-06-17 21:14:58,692 - mmaction - INFO - Epoch [52][2580/3134] lr: 0.00100, eta: 1 day, 0:30:28, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.4437, top5_acc: 0.6687, loss_cls: 2.4549, loss: 2.4549 2020-06-17 21:15:10,280 - mmaction - INFO - Epoch [52][2600/3134] lr: 0.00100, eta: 1 day, 0:30:16, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4688, top5_acc: 0.6969, loss_cls: 2.3623, loss: 2.3623 2020-06-17 21:15:22,031 - mmaction - INFO - Epoch [52][2620/3134] lr: 0.00100, eta: 1 day, 0:30:04, time: 0.588, data_time: 0.001, memory: 8339, top1_acc: 0.4531, top5_acc: 0.6750, loss_cls: 2.4907, loss: 2.4907 2020-06-17 21:15:33,685 - mmaction - INFO - Epoch [52][2640/3134] lr: 0.00100, eta: 1 day, 0:29:52, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4219, top5_acc: 0.6937, loss_cls: 2.5659, loss: 2.5659 2020-06-17 21:15:45,315 - mmaction - INFO - Epoch [52][2660/3134] lr: 0.00100, eta: 1 day, 0:29:41, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4437, top5_acc: 0.6937, loss_cls: 2.3806, loss: 2.3806 2020-06-17 21:15:56,889 - mmaction - INFO - Epoch [52][2680/3134] lr: 0.00100, eta: 1 day, 0:29:29, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.4062, top5_acc: 0.6687, loss_cls: 2.6434, loss: 2.6434 2020-06-17 21:16:08,517 - mmaction - INFO - Epoch [52][2700/3134] lr: 0.00100, eta: 1 day, 0:29:17, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7500, loss_cls: 2.1550, loss: 2.1550 2020-06-17 21:16:20,147 - mmaction - INFO - Epoch [52][2720/3134] lr: 0.00100, eta: 1 day, 0:29:06, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7562, loss_cls: 2.1121, loss: 2.1121 2020-06-17 21:16:31,736 - mmaction - INFO - Epoch [52][2740/3134] lr: 0.00100, eta: 1 day, 0:28:54, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.4625, top5_acc: 0.6937, loss_cls: 2.3266, loss: 2.3266 2020-06-17 21:16:43,392 - mmaction - INFO - Epoch [52][2760/3134] lr: 0.00100, eta: 1 day, 0:28:42, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7031, loss_cls: 2.3397, loss: 2.3397 2020-06-17 21:16:55,066 - mmaction - INFO - Epoch [52][2780/3134] lr: 0.00100, eta: 1 day, 0:28:30, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7188, loss_cls: 2.3787, loss: 2.3787 2020-06-17 21:17:06,704 - mmaction - INFO - Epoch [52][2800/3134] lr: 0.00100, eta: 1 day, 0:28:19, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7344, loss_cls: 2.2184, loss: 2.2184 2020-06-17 21:17:18,457 - mmaction - INFO - Epoch [52][2820/3134] lr: 0.00100, eta: 1 day, 0:28:07, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7094, loss_cls: 2.4828, loss: 2.4828 2020-06-17 21:17:30,105 - mmaction - INFO - Epoch [52][2840/3134] lr: 0.00100, eta: 1 day, 0:27:55, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4031, top5_acc: 0.6969, loss_cls: 2.4842, loss: 2.4842 2020-06-17 21:17:41,823 - mmaction - INFO - Epoch [52][2860/3134] lr: 0.00100, eta: 1 day, 0:27:44, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7188, loss_cls: 2.3389, loss: 2.3389 2020-06-17 21:17:53,446 - mmaction - INFO - Epoch [52][2880/3134] lr: 0.00100, eta: 1 day, 0:27:32, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4688, top5_acc: 0.6813, loss_cls: 2.5139, loss: 2.5139 2020-06-17 21:18:05,106 - mmaction - INFO - Epoch [52][2900/3134] lr: 0.00100, eta: 1 day, 0:27:20, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4219, top5_acc: 0.6781, loss_cls: 2.5447, loss: 2.5447 2020-06-17 21:18:16,754 - mmaction - INFO - Epoch [52][2920/3134] lr: 0.00100, eta: 1 day, 0:27:08, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4031, top5_acc: 0.7375, loss_cls: 2.4952, loss: 2.4952 2020-06-17 21:18:28,373 - mmaction - INFO - Epoch [52][2940/3134] lr: 0.00100, eta: 1 day, 0:26:57, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7031, loss_cls: 2.4648, loss: 2.4648 2020-06-17 21:18:40,094 - mmaction - INFO - Epoch [52][2960/3134] lr: 0.00100, eta: 1 day, 0:26:45, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7156, loss_cls: 2.3598, loss: 2.3598 2020-06-17 21:18:51,704 - mmaction - INFO - Epoch [52][2980/3134] lr: 0.00100, eta: 1 day, 0:26:33, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4281, top5_acc: 0.7063, loss_cls: 2.4586, loss: 2.4586 2020-06-17 21:19:03,320 - mmaction - INFO - Epoch [52][3000/3134] lr: 0.00100, eta: 1 day, 0:26:21, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7344, loss_cls: 2.3004, loss: 2.3004 2020-06-17 21:19:14,992 - mmaction - INFO - Epoch [52][3020/3134] lr: 0.00100, eta: 1 day, 0:26:10, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.4375, top5_acc: 0.6969, loss_cls: 2.5283, loss: 2.5283 2020-06-17 21:19:26,635 - mmaction - INFO - Epoch [52][3040/3134] lr: 0.00100, eta: 1 day, 0:25:58, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4094, top5_acc: 0.6813, loss_cls: 2.6272, loss: 2.6272 2020-06-17 21:19:38,223 - mmaction - INFO - Epoch [52][3060/3134] lr: 0.00100, eta: 1 day, 0:25:46, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7469, loss_cls: 2.2615, loss: 2.2615 2020-06-17 21:19:49,900 - mmaction - INFO - Epoch [52][3080/3134] lr: 0.00100, eta: 1 day, 0:25:35, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6687, loss_cls: 2.6161, loss: 2.6161 2020-06-17 21:20:01,443 - mmaction - INFO - Epoch [52][3100/3134] lr: 0.00100, eta: 1 day, 0:25:23, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.4062, top5_acc: 0.6906, loss_cls: 2.4269, loss: 2.4269 2020-06-17 21:20:13,107 - mmaction - INFO - Epoch [52][3120/3134] lr: 0.00100, eta: 1 day, 0:25:11, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4000, top5_acc: 0.6875, loss_cls: 2.5701, loss: 2.5701 2020-06-17 21:20:51,542 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-17 21:20:52,799 - mmaction - INFO - top1_acc 0.2845 top5_acc 0.5395 2020-06-17 21:20:52,815 - mmaction - INFO - Epoch [52][3134/3134] lr: 0.00100, top1_acc: 0.2845, top5_acc: 0.5395 2020-06-17 21:21:08,133 - mmaction - INFO - Epoch [53][20/3134] lr: 0.00100, eta: 1 day, 0:24:47, time: 0.765, data_time: 0.184, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7312, loss_cls: 2.2934, loss: 2.2934 2020-06-17 21:21:19,862 - mmaction - INFO - Epoch [53][40/3134] lr: 0.00100, eta: 1 day, 0:24:35, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7250, loss_cls: 2.3381, loss: 2.3381 2020-06-17 21:21:31,496 - mmaction - INFO - Epoch [53][60/3134] lr: 0.00100, eta: 1 day, 0:24:24, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4562, top5_acc: 0.6937, loss_cls: 2.3758, loss: 2.3758 2020-06-17 21:21:43,182 - mmaction - INFO - Epoch [53][80/3134] lr: 0.00100, eta: 1 day, 0:24:12, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.6969, loss_cls: 2.3246, loss: 2.3246 2020-06-17 21:21:54,843 - mmaction - INFO - Epoch [53][100/3134] lr: 0.00100, eta: 1 day, 0:24:00, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4406, top5_acc: 0.6594, loss_cls: 2.6322, loss: 2.6322 2020-06-17 21:22:06,457 - mmaction - INFO - Epoch [53][120/3134] lr: 0.00100, eta: 1 day, 0:23:48, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7219, loss_cls: 2.2795, loss: 2.2795 2020-06-17 21:22:18,080 - mmaction - INFO - Epoch [53][140/3134] lr: 0.00100, eta: 1 day, 0:23:37, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7094, loss_cls: 2.3442, loss: 2.3442 2020-06-17 21:22:29,740 - mmaction - INFO - Epoch [53][160/3134] lr: 0.00100, eta: 1 day, 0:23:25, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7219, loss_cls: 2.2310, loss: 2.2310 2020-06-17 21:22:41,359 - mmaction - INFO - Epoch [53][180/3134] lr: 0.00100, eta: 1 day, 0:23:13, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7125, loss_cls: 2.4296, loss: 2.4296 2020-06-17 21:22:53,063 - mmaction - INFO - Epoch [53][200/3134] lr: 0.00100, eta: 1 day, 0:23:02, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7000, loss_cls: 2.2923, loss: 2.2923 2020-06-17 21:23:04,766 - mmaction - INFO - Epoch [53][220/3134] lr: 0.00100, eta: 1 day, 0:22:50, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.4750, top5_acc: 0.6875, loss_cls: 2.3341, loss: 2.3341 2020-06-17 21:23:16,522 - mmaction - INFO - Epoch [53][240/3134] lr: 0.00100, eta: 1 day, 0:22:38, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7188, loss_cls: 2.2954, loss: 2.2954 2020-06-17 21:23:28,122 - mmaction - INFO - Epoch [53][260/3134] lr: 0.00100, eta: 1 day, 0:22:26, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7625, loss_cls: 2.1672, loss: 2.1672 2020-06-17 21:23:39,722 - mmaction - INFO - Epoch [53][280/3134] lr: 0.00100, eta: 1 day, 0:22:15, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7375, loss_cls: 2.3344, loss: 2.3344 2020-06-17 21:23:51,428 - mmaction - INFO - Epoch [53][300/3134] lr: 0.00100, eta: 1 day, 0:22:03, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7188, loss_cls: 2.3466, loss: 2.3466 2020-06-17 21:24:03,081 - mmaction - INFO - Epoch [53][320/3134] lr: 0.00100, eta: 1 day, 0:21:51, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7312, loss_cls: 2.3188, loss: 2.3188 2020-06-17 21:24:14,736 - mmaction - INFO - Epoch [53][340/3134] lr: 0.00100, eta: 1 day, 0:21:40, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.4125, top5_acc: 0.7156, loss_cls: 2.3942, loss: 2.3942 2020-06-17 21:24:26,350 - mmaction - INFO - Epoch [53][360/3134] lr: 0.00100, eta: 1 day, 0:21:28, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4156, top5_acc: 0.6875, loss_cls: 2.5038, loss: 2.5038 2020-06-17 21:24:37,983 - mmaction - INFO - Epoch [53][380/3134] lr: 0.00100, eta: 1 day, 0:21:16, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7562, loss_cls: 2.2569, loss: 2.2569 2020-06-17 21:24:49,693 - mmaction - INFO - Epoch [53][400/3134] lr: 0.00100, eta: 1 day, 0:21:04, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.4031, top5_acc: 0.7125, loss_cls: 2.4293, loss: 2.4293 2020-06-17 21:25:01,432 - mmaction - INFO - Epoch [53][420/3134] lr: 0.00100, eta: 1 day, 0:20:53, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7688, loss_cls: 2.1837, loss: 2.1837 2020-06-17 21:25:13,105 - mmaction - INFO - Epoch [53][440/3134] lr: 0.00100, eta: 1 day, 0:20:41, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7063, loss_cls: 2.3504, loss: 2.3504 2020-06-17 21:25:24,815 - mmaction - INFO - Epoch [53][460/3134] lr: 0.00100, eta: 1 day, 0:20:29, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7312, loss_cls: 2.2664, loss: 2.2664 2020-06-17 21:25:36,518 - mmaction - INFO - Epoch [53][480/3134] lr: 0.00100, eta: 1 day, 0:20:18, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.4594, top5_acc: 0.6687, loss_cls: 2.4671, loss: 2.4671 2020-06-17 21:25:48,195 - mmaction - INFO - Epoch [53][500/3134] lr: 0.00100, eta: 1 day, 0:20:06, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7125, loss_cls: 2.4034, loss: 2.4034 2020-06-17 21:25:59,877 - mmaction - INFO - Epoch [53][520/3134] lr: 0.00100, eta: 1 day, 0:19:54, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4250, top5_acc: 0.7281, loss_cls: 2.3739, loss: 2.3739 2020-06-17 21:26:11,584 - mmaction - INFO - Epoch [53][540/3134] lr: 0.00100, eta: 1 day, 0:19:43, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7000, loss_cls: 2.3756, loss: 2.3756 2020-06-17 21:26:23,333 - mmaction - INFO - Epoch [53][560/3134] lr: 0.00100, eta: 1 day, 0:19:31, time: 0.588, data_time: 0.001, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7375, loss_cls: 2.2656, loss: 2.2656 2020-06-17 21:26:34,969 - mmaction - INFO - Epoch [53][580/3134] lr: 0.00100, eta: 1 day, 0:19:19, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7312, loss_cls: 2.3247, loss: 2.3247 2020-06-17 21:26:46,557 - mmaction - INFO - Epoch [53][600/3134] lr: 0.00100, eta: 1 day, 0:19:08, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7344, loss_cls: 2.2568, loss: 2.2568 2020-06-17 21:26:58,191 - mmaction - INFO - Epoch [53][620/3134] lr: 0.00100, eta: 1 day, 0:18:56, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7000, loss_cls: 2.4637, loss: 2.4637 2020-06-17 21:27:09,816 - mmaction - INFO - Epoch [53][640/3134] lr: 0.00100, eta: 1 day, 0:18:44, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7625, loss_cls: 2.2378, loss: 2.2378 2020-06-17 21:27:58,085 - mmaction - INFO - Epoch [53][660/3134] lr: 0.00100, eta: 1 day, 0:19:06, time: 2.413, data_time: 0.003, memory: 8339, top1_acc: 0.4188, top5_acc: 0.7156, loss_cls: 2.4148, loss: 2.4148 2020-06-17 21:28:09,615 - mmaction - INFO - Epoch [53][680/3134] lr: 0.00100, eta: 1 day, 0:18:54, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7094, loss_cls: 2.3482, loss: 2.3482 2020-06-17 21:28:21,261 - mmaction - INFO - Epoch [53][700/3134] lr: 0.00100, eta: 1 day, 0:18:42, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4437, top5_acc: 0.6687, loss_cls: 2.5377, loss: 2.5377 2020-06-17 21:28:32,913 - mmaction - INFO - Epoch [53][720/3134] lr: 0.00100, eta: 1 day, 0:18:31, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6406, loss_cls: 2.6716, loss: 2.6716 2020-06-17 21:28:44,550 - mmaction - INFO - Epoch [53][740/3134] lr: 0.00100, eta: 1 day, 0:18:19, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7188, loss_cls: 2.2938, loss: 2.2938 2020-06-17 21:28:56,144 - mmaction - INFO - Epoch [53][760/3134] lr: 0.00100, eta: 1 day, 0:18:07, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7250, loss_cls: 2.3107, loss: 2.3107 2020-06-17 21:29:07,800 - mmaction - INFO - Epoch [53][780/3134] lr: 0.00100, eta: 1 day, 0:17:55, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4219, top5_acc: 0.6813, loss_cls: 2.5246, loss: 2.5246 2020-06-17 21:29:19,405 - mmaction - INFO - Epoch [53][800/3134] lr: 0.00100, eta: 1 day, 0:17:44, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7156, loss_cls: 2.4382, loss: 2.4382 2020-06-17 21:29:30,993 - mmaction - INFO - Epoch [53][820/3134] lr: 0.00100, eta: 1 day, 0:17:32, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7406, loss_cls: 2.1887, loss: 2.1887 2020-06-17 21:29:42,659 - mmaction - INFO - Epoch [53][840/3134] lr: 0.00100, eta: 1 day, 0:17:20, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4250, top5_acc: 0.6906, loss_cls: 2.4024, loss: 2.4024 2020-06-17 21:29:54,355 - mmaction - INFO - Epoch [53][860/3134] lr: 0.00100, eta: 1 day, 0:17:08, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7125, loss_cls: 2.3159, loss: 2.3159 2020-06-17 21:30:06,049 - mmaction - INFO - Epoch [53][880/3134] lr: 0.00100, eta: 1 day, 0:16:57, time: 0.585, data_time: 0.000, memory: 8339, top1_acc: 0.4469, top5_acc: 0.6844, loss_cls: 2.4564, loss: 2.4564 2020-06-17 21:30:17,644 - mmaction - INFO - Epoch [53][900/3134] lr: 0.00100, eta: 1 day, 0:16:45, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7469, loss_cls: 2.1257, loss: 2.1257 2020-06-17 21:30:29,287 - mmaction - INFO - Epoch [53][920/3134] lr: 0.00100, eta: 1 day, 0:16:33, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4531, top5_acc: 0.6937, loss_cls: 2.4852, loss: 2.4852 2020-06-17 21:30:40,963 - mmaction - INFO - Epoch [53][940/3134] lr: 0.00100, eta: 1 day, 0:16:22, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4406, top5_acc: 0.6813, loss_cls: 2.5163, loss: 2.5163 2020-06-17 21:30:52,612 - mmaction - INFO - Epoch [53][960/3134] lr: 0.00100, eta: 1 day, 0:16:10, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7469, loss_cls: 2.2001, loss: 2.2001 2020-06-17 21:31:04,227 - mmaction - INFO - Epoch [53][980/3134] lr: 0.00100, eta: 1 day, 0:15:58, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3844, top5_acc: 0.6906, loss_cls: 2.6283, loss: 2.6283 2020-06-17 21:31:15,864 - mmaction - INFO - Epoch [53][1000/3134] lr: 0.00100, eta: 1 day, 0:15:46, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7219, loss_cls: 2.2103, loss: 2.2103 2020-06-17 21:31:27,472 - mmaction - INFO - Epoch [53][1020/3134] lr: 0.00100, eta: 1 day, 0:15:35, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7594, loss_cls: 2.1940, loss: 2.1940 2020-06-17 21:31:39,115 - mmaction - INFO - Epoch [53][1040/3134] lr: 0.00100, eta: 1 day, 0:15:23, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7156, loss_cls: 2.3868, loss: 2.3868 2020-06-17 21:31:50,711 - mmaction - INFO - Epoch [53][1060/3134] lr: 0.00100, eta: 1 day, 0:15:11, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7531, loss_cls: 2.3225, loss: 2.3225 2020-06-17 21:32:02,357 - mmaction - INFO - Epoch [53][1080/3134] lr: 0.00100, eta: 1 day, 0:14:59, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3844, top5_acc: 0.6500, loss_cls: 2.6228, loss: 2.6228 2020-06-17 21:32:14,017 - mmaction - INFO - Epoch [53][1100/3134] lr: 0.00100, eta: 1 day, 0:14:48, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7406, loss_cls: 2.2527, loss: 2.2527 2020-06-17 21:32:25,640 - mmaction - INFO - Epoch [53][1120/3134] lr: 0.00100, eta: 1 day, 0:14:36, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7063, loss_cls: 2.3699, loss: 2.3699 2020-06-17 21:32:37,327 - mmaction - INFO - Epoch [53][1140/3134] lr: 0.00100, eta: 1 day, 0:14:24, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4125, top5_acc: 0.7188, loss_cls: 2.3974, loss: 2.3974 2020-06-17 21:32:48,946 - mmaction - INFO - Epoch [53][1160/3134] lr: 0.00100, eta: 1 day, 0:14:12, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4344, top5_acc: 0.6969, loss_cls: 2.4586, loss: 2.4586 2020-06-17 21:33:00,614 - mmaction - INFO - Epoch [53][1180/3134] lr: 0.00100, eta: 1 day, 0:14:01, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4594, top5_acc: 0.6906, loss_cls: 2.4091, loss: 2.4091 2020-06-17 21:33:12,230 - mmaction - INFO - Epoch [53][1200/3134] lr: 0.00100, eta: 1 day, 0:13:49, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7375, loss_cls: 2.2530, loss: 2.2530 2020-06-17 21:33:23,959 - mmaction - INFO - Epoch [53][1220/3134] lr: 0.00100, eta: 1 day, 0:13:37, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.4375, top5_acc: 0.6875, loss_cls: 2.5335, loss: 2.5335 2020-06-17 21:33:35,559 - mmaction - INFO - Epoch [53][1240/3134] lr: 0.00100, eta: 1 day, 0:13:25, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7125, loss_cls: 2.2544, loss: 2.2544 2020-06-17 21:33:47,190 - mmaction - INFO - Epoch [53][1260/3134] lr: 0.00100, eta: 1 day, 0:13:14, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4344, top5_acc: 0.6656, loss_cls: 2.5391, loss: 2.5391 2020-06-17 21:33:58,813 - mmaction - INFO - Epoch [53][1280/3134] lr: 0.00100, eta: 1 day, 0:13:02, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.6687, loss_cls: 2.4791, loss: 2.4791 2020-06-17 21:34:10,450 - mmaction - INFO - Epoch [53][1300/3134] lr: 0.00100, eta: 1 day, 0:12:50, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7312, loss_cls: 2.2915, loss: 2.2915 2020-06-17 21:34:22,033 - mmaction - INFO - Epoch [53][1320/3134] lr: 0.00100, eta: 1 day, 0:12:38, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7063, loss_cls: 2.4586, loss: 2.4586 2020-06-17 21:34:33,655 - mmaction - INFO - Epoch [53][1340/3134] lr: 0.00100, eta: 1 day, 0:12:27, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7250, loss_cls: 2.3437, loss: 2.3437 2020-06-17 21:34:45,305 - mmaction - INFO - Epoch [53][1360/3134] lr: 0.00100, eta: 1 day, 0:12:15, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4281, top5_acc: 0.7281, loss_cls: 2.3501, loss: 2.3501 2020-06-17 21:34:56,887 - mmaction - INFO - Epoch [53][1380/3134] lr: 0.00100, eta: 1 day, 0:12:03, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7031, loss_cls: 2.4337, loss: 2.4337 2020-06-17 21:35:08,553 - mmaction - INFO - Epoch [53][1400/3134] lr: 0.00100, eta: 1 day, 0:11:51, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7219, loss_cls: 2.3706, loss: 2.3706 2020-06-17 21:35:20,264 - mmaction - INFO - Epoch [53][1420/3134] lr: 0.00100, eta: 1 day, 0:11:40, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.4625, top5_acc: 0.6937, loss_cls: 2.5146, loss: 2.5146 2020-06-17 21:35:31,865 - mmaction - INFO - Epoch [53][1440/3134] lr: 0.00100, eta: 1 day, 0:11:28, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7219, loss_cls: 2.3986, loss: 2.3986 2020-06-17 21:35:43,567 - mmaction - INFO - Epoch [53][1460/3134] lr: 0.00100, eta: 1 day, 0:11:16, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7125, loss_cls: 2.4171, loss: 2.4171 2020-06-17 21:35:55,172 - mmaction - INFO - Epoch [53][1480/3134] lr: 0.00100, eta: 1 day, 0:11:05, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4344, top5_acc: 0.6500, loss_cls: 2.6402, loss: 2.6402 2020-06-17 21:36:06,869 - mmaction - INFO - Epoch [53][1500/3134] lr: 0.00100, eta: 1 day, 0:10:53, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7438, loss_cls: 2.1033, loss: 2.1033 2020-06-17 21:36:18,485 - mmaction - INFO - Epoch [53][1520/3134] lr: 0.00100, eta: 1 day, 0:10:41, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7438, loss_cls: 2.2912, loss: 2.2912 2020-06-17 21:36:30,100 - mmaction - INFO - Epoch [53][1540/3134] lr: 0.00100, eta: 1 day, 0:10:29, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.6937, loss_cls: 2.4486, loss: 2.4486 2020-06-17 21:36:41,656 - mmaction - INFO - Epoch [53][1560/3134] lr: 0.00100, eta: 1 day, 0:10:18, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7312, loss_cls: 2.2647, loss: 2.2647 2020-06-17 21:36:53,355 - mmaction - INFO - Epoch [53][1580/3134] lr: 0.00100, eta: 1 day, 0:10:06, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7188, loss_cls: 2.4265, loss: 2.4265 2020-06-17 21:37:04,999 - mmaction - INFO - Epoch [53][1600/3134] lr: 0.00100, eta: 1 day, 0:09:54, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3969, top5_acc: 0.6813, loss_cls: 2.5222, loss: 2.5222 2020-06-17 21:37:16,684 - mmaction - INFO - Epoch [53][1620/3134] lr: 0.00100, eta: 1 day, 0:09:42, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4375, top5_acc: 0.6875, loss_cls: 2.4508, loss: 2.4508 2020-06-17 21:37:28,258 - mmaction - INFO - Epoch [53][1640/3134] lr: 0.00100, eta: 1 day, 0:09:31, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7281, loss_cls: 2.2366, loss: 2.2366 2020-06-17 21:37:39,940 - mmaction - INFO - Epoch [53][1660/3134] lr: 0.00100, eta: 1 day, 0:09:19, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4156, top5_acc: 0.6906, loss_cls: 2.3971, loss: 2.3971 2020-06-17 21:37:51,525 - mmaction - INFO - Epoch [53][1680/3134] lr: 0.00100, eta: 1 day, 0:09:07, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7031, loss_cls: 2.3453, loss: 2.3453 2020-06-17 21:38:03,188 - mmaction - INFO - Epoch [53][1700/3134] lr: 0.00100, eta: 1 day, 0:08:55, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7469, loss_cls: 2.3143, loss: 2.3143 2020-06-17 21:38:14,806 - mmaction - INFO - Epoch [53][1720/3134] lr: 0.00100, eta: 1 day, 0:08:44, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.3875, top5_acc: 0.7031, loss_cls: 2.5237, loss: 2.5237 2020-06-17 21:38:26,443 - mmaction - INFO - Epoch [53][1740/3134] lr: 0.00100, eta: 1 day, 0:08:32, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7219, loss_cls: 2.3639, loss: 2.3639 2020-06-17 21:38:38,103 - mmaction - INFO - Epoch [53][1760/3134] lr: 0.00100, eta: 1 day, 0:08:20, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7500, loss_cls: 2.2432, loss: 2.2432 2020-06-17 21:38:49,777 - mmaction - INFO - Epoch [53][1780/3134] lr: 0.00100, eta: 1 day, 0:08:09, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.6969, loss_cls: 2.2373, loss: 2.2373 2020-06-17 21:39:01,349 - mmaction - INFO - Epoch [53][1800/3134] lr: 0.00100, eta: 1 day, 0:07:57, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7344, loss_cls: 2.4117, loss: 2.4117 2020-06-17 21:39:12,992 - mmaction - INFO - Epoch [53][1820/3134] lr: 0.00100, eta: 1 day, 0:07:45, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4062, top5_acc: 0.6844, loss_cls: 2.5007, loss: 2.5007 2020-06-17 21:39:24,653 - mmaction - INFO - Epoch [53][1840/3134] lr: 0.00100, eta: 1 day, 0:07:33, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4594, top5_acc: 0.6906, loss_cls: 2.4130, loss: 2.4130 2020-06-17 21:39:36,282 - mmaction - INFO - Epoch [53][1860/3134] lr: 0.00100, eta: 1 day, 0:07:22, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7094, loss_cls: 2.4310, loss: 2.4310 2020-06-17 21:39:47,884 - mmaction - INFO - Epoch [53][1880/3134] lr: 0.00100, eta: 1 day, 0:07:10, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7000, loss_cls: 2.3188, loss: 2.3188 2020-06-17 21:39:59,454 - mmaction - INFO - Epoch [53][1900/3134] lr: 0.00100, eta: 1 day, 0:06:58, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7063, loss_cls: 2.3314, loss: 2.3314 2020-06-17 21:40:11,078 - mmaction - INFO - Epoch [53][1920/3134] lr: 0.00100, eta: 1 day, 0:06:46, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7094, loss_cls: 2.3821, loss: 2.3821 2020-06-17 21:40:22,771 - mmaction - INFO - Epoch [53][1940/3134] lr: 0.00100, eta: 1 day, 0:06:35, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7469, loss_cls: 2.2225, loss: 2.2225 2020-06-17 21:40:34,575 - mmaction - INFO - Epoch [53][1960/3134] lr: 0.00100, eta: 1 day, 0:06:23, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7344, loss_cls: 2.2036, loss: 2.2036 2020-06-17 21:40:46,117 - mmaction - INFO - Epoch [53][1980/3134] lr: 0.00100, eta: 1 day, 0:06:11, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7469, loss_cls: 2.2889, loss: 2.2889 2020-06-17 21:40:57,724 - mmaction - INFO - Epoch [53][2000/3134] lr: 0.00100, eta: 1 day, 0:05:59, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4125, top5_acc: 0.7344, loss_cls: 2.4320, loss: 2.4320 2020-06-17 21:41:09,403 - mmaction - INFO - Epoch [53][2020/3134] lr: 0.00100, eta: 1 day, 0:05:48, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7281, loss_cls: 2.3604, loss: 2.3604 2020-06-17 21:41:21,003 - mmaction - INFO - Epoch [53][2040/3134] lr: 0.00100, eta: 1 day, 0:05:36, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.4250, top5_acc: 0.6719, loss_cls: 2.4495, loss: 2.4495 2020-06-17 21:41:32,614 - mmaction - INFO - Epoch [53][2060/3134] lr: 0.00100, eta: 1 day, 0:05:24, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7125, loss_cls: 2.3010, loss: 2.3010 2020-06-17 21:41:44,311 - mmaction - INFO - Epoch [53][2080/3134] lr: 0.00100, eta: 1 day, 0:05:12, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7125, loss_cls: 2.4532, loss: 2.4532 2020-06-17 21:41:55,961 - mmaction - INFO - Epoch [53][2100/3134] lr: 0.00100, eta: 1 day, 0:05:01, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4281, top5_acc: 0.7312, loss_cls: 2.4015, loss: 2.4015 2020-06-17 21:42:07,670 - mmaction - INFO - Epoch [53][2120/3134] lr: 0.00100, eta: 1 day, 0:04:49, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7281, loss_cls: 2.3300, loss: 2.3300 2020-06-17 21:42:19,319 - mmaction - INFO - Epoch [53][2140/3134] lr: 0.00100, eta: 1 day, 0:04:37, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7156, loss_cls: 2.3086, loss: 2.3086 2020-06-17 21:42:30,873 - mmaction - INFO - Epoch [53][2160/3134] lr: 0.00100, eta: 1 day, 0:04:26, time: 0.577, data_time: 0.000, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7500, loss_cls: 2.2210, loss: 2.2210 2020-06-17 21:42:42,496 - mmaction - INFO - Epoch [53][2180/3134] lr: 0.00100, eta: 1 day, 0:04:14, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7312, loss_cls: 2.2552, loss: 2.2552 2020-06-17 21:42:54,193 - mmaction - INFO - Epoch [53][2200/3134] lr: 0.00100, eta: 1 day, 0:04:02, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7031, loss_cls: 2.3265, loss: 2.3265 2020-06-17 21:43:05,845 - mmaction - INFO - Epoch [53][2220/3134] lr: 0.00100, eta: 1 day, 0:03:50, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7094, loss_cls: 2.3575, loss: 2.3575 2020-06-17 21:43:17,544 - mmaction - INFO - Epoch [53][2240/3134] lr: 0.00100, eta: 1 day, 0:03:39, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7063, loss_cls: 2.4038, loss: 2.4038 2020-06-17 21:43:29,120 - mmaction - INFO - Epoch [53][2260/3134] lr: 0.00100, eta: 1 day, 0:03:27, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7656, loss_cls: 2.2318, loss: 2.2318 2020-06-17 21:43:40,798 - mmaction - INFO - Epoch [53][2280/3134] lr: 0.00100, eta: 1 day, 0:03:15, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4188, top5_acc: 0.7000, loss_cls: 2.4685, loss: 2.4685 2020-06-17 21:43:52,381 - mmaction - INFO - Epoch [53][2300/3134] lr: 0.00100, eta: 1 day, 0:03:03, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7438, loss_cls: 2.2126, loss: 2.2126 2020-06-17 21:44:04,015 - mmaction - INFO - Epoch [53][2320/3134] lr: 0.00100, eta: 1 day, 0:02:52, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7250, loss_cls: 2.3635, loss: 2.3635 2020-06-17 21:44:15,698 - mmaction - INFO - Epoch [53][2340/3134] lr: 0.00100, eta: 1 day, 0:02:40, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4250, top5_acc: 0.6687, loss_cls: 2.5229, loss: 2.5229 2020-06-17 21:44:27,316 - mmaction - INFO - Epoch [53][2360/3134] lr: 0.00100, eta: 1 day, 0:02:28, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6937, loss_cls: 2.4944, loss: 2.4944 2020-06-17 21:44:38,902 - mmaction - INFO - Epoch [53][2380/3134] lr: 0.00100, eta: 1 day, 0:02:16, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4250, top5_acc: 0.6937, loss_cls: 2.4673, loss: 2.4673 2020-06-17 21:44:50,534 - mmaction - INFO - Epoch [53][2400/3134] lr: 0.00100, eta: 1 day, 0:02:05, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7188, loss_cls: 2.3494, loss: 2.3494 2020-06-17 21:45:02,156 - mmaction - INFO - Epoch [53][2420/3134] lr: 0.00100, eta: 1 day, 0:01:53, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7344, loss_cls: 2.2934, loss: 2.2934 2020-06-17 21:45:13,802 - mmaction - INFO - Epoch [53][2440/3134] lr: 0.00100, eta: 1 day, 0:01:41, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7156, loss_cls: 2.3567, loss: 2.3567 2020-06-17 21:45:25,465 - mmaction - INFO - Epoch [53][2460/3134] lr: 0.00100, eta: 1 day, 0:01:29, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7500, loss_cls: 2.1399, loss: 2.1399 2020-06-17 21:45:37,058 - mmaction - INFO - Epoch [53][2480/3134] lr: 0.00100, eta: 1 day, 0:01:18, time: 0.579, data_time: 0.004, memory: 8339, top1_acc: 0.4813, top5_acc: 0.6906, loss_cls: 2.4328, loss: 2.4328 2020-06-17 21:45:48,698 - mmaction - INFO - Epoch [53][2500/3134] lr: 0.00100, eta: 1 day, 0:01:06, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7063, loss_cls: 2.4772, loss: 2.4772 2020-06-17 21:46:00,340 - mmaction - INFO - Epoch [53][2520/3134] lr: 0.00100, eta: 1 day, 0:00:54, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7281, loss_cls: 2.3145, loss: 2.3145 2020-06-17 21:46:11,939 - mmaction - INFO - Epoch [53][2540/3134] lr: 0.00100, eta: 1 day, 0:00:42, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4375, top5_acc: 0.6844, loss_cls: 2.4284, loss: 2.4284 2020-06-17 21:46:23,633 - mmaction - INFO - Epoch [53][2560/3134] lr: 0.00100, eta: 1 day, 0:00:31, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7375, loss_cls: 2.3041, loss: 2.3041 2020-06-17 21:46:35,225 - mmaction - INFO - Epoch [53][2580/3134] lr: 0.00100, eta: 1 day, 0:00:19, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4406, top5_acc: 0.6875, loss_cls: 2.5162, loss: 2.5162 2020-06-17 21:46:46,889 - mmaction - INFO - Epoch [53][2600/3134] lr: 0.00100, eta: 1 day, 0:00:07, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4031, top5_acc: 0.6719, loss_cls: 2.6536, loss: 2.6536 2020-06-17 21:46:58,486 - mmaction - INFO - Epoch [53][2620/3134] lr: 0.00100, eta: 23:59:55, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6813, loss_cls: 2.5156, loss: 2.5156 2020-06-17 21:47:10,179 - mmaction - INFO - Epoch [53][2640/3134] lr: 0.00100, eta: 23:59:44, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7250, loss_cls: 2.1128, loss: 2.1128 2020-06-17 21:47:21,860 - mmaction - INFO - Epoch [53][2660/3134] lr: 0.00100, eta: 23:59:32, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7406, loss_cls: 2.2992, loss: 2.2992 2020-06-17 21:47:33,460 - mmaction - INFO - Epoch [53][2680/3134] lr: 0.00100, eta: 23:59:20, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.3844, top5_acc: 0.7281, loss_cls: 2.4910, loss: 2.4910 2020-06-17 21:47:45,101 - mmaction - INFO - Epoch [53][2700/3134] lr: 0.00100, eta: 23:59:09, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4156, top5_acc: 0.7000, loss_cls: 2.4293, loss: 2.4293 2020-06-17 21:47:56,770 - mmaction - INFO - Epoch [53][2720/3134] lr: 0.00100, eta: 23:58:57, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3969, top5_acc: 0.6750, loss_cls: 2.5247, loss: 2.5247 2020-06-17 21:48:08,399 - mmaction - INFO - Epoch [53][2740/3134] lr: 0.00100, eta: 23:58:45, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7188, loss_cls: 2.3281, loss: 2.3281 2020-06-17 21:48:20,114 - mmaction - INFO - Epoch [53][2760/3134] lr: 0.00100, eta: 23:58:33, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7469, loss_cls: 2.3258, loss: 2.3258 2020-06-17 21:48:31,717 - mmaction - INFO - Epoch [53][2780/3134] lr: 0.00100, eta: 23:58:22, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.4219, top5_acc: 0.7000, loss_cls: 2.5215, loss: 2.5215 2020-06-17 21:48:43,384 - mmaction - INFO - Epoch [53][2800/3134] lr: 0.00100, eta: 23:58:10, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4188, top5_acc: 0.7063, loss_cls: 2.3389, loss: 2.3389 2020-06-17 21:48:55,077 - mmaction - INFO - Epoch [53][2820/3134] lr: 0.00100, eta: 23:57:58, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7281, loss_cls: 2.2573, loss: 2.2573 2020-06-17 21:49:06,729 - mmaction - INFO - Epoch [53][2840/3134] lr: 0.00100, eta: 23:57:47, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7406, loss_cls: 2.2999, loss: 2.2999 2020-06-17 21:49:18,353 - mmaction - INFO - Epoch [53][2860/3134] lr: 0.00100, eta: 23:57:35, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7375, loss_cls: 2.3226, loss: 2.3226 2020-06-17 21:49:30,053 - mmaction - INFO - Epoch [53][2880/3134] lr: 0.00100, eta: 23:57:23, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7125, loss_cls: 2.3264, loss: 2.3264 2020-06-17 21:49:41,682 - mmaction - INFO - Epoch [53][2900/3134] lr: 0.00100, eta: 23:57:11, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6781, loss_cls: 2.4923, loss: 2.4923 2020-06-17 21:49:53,371 - mmaction - INFO - Epoch [53][2920/3134] lr: 0.00100, eta: 23:57:00, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7375, loss_cls: 2.3235, loss: 2.3235 2020-06-17 21:50:04,964 - mmaction - INFO - Epoch [53][2940/3134] lr: 0.00100, eta: 23:56:48, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7219, loss_cls: 2.2324, loss: 2.2324 2020-06-17 21:50:16,641 - mmaction - INFO - Epoch [53][2960/3134] lr: 0.00100, eta: 23:56:36, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7063, loss_cls: 2.3201, loss: 2.3201 2020-06-17 21:50:28,246 - mmaction - INFO - Epoch [53][2980/3134] lr: 0.00100, eta: 23:56:24, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4375, top5_acc: 0.6719, loss_cls: 2.4716, loss: 2.4716 2020-06-17 21:50:39,821 - mmaction - INFO - Epoch [53][3000/3134] lr: 0.00100, eta: 23:56:13, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4375, top5_acc: 0.6969, loss_cls: 2.4573, loss: 2.4573 2020-06-17 21:50:51,535 - mmaction - INFO - Epoch [53][3020/3134] lr: 0.00100, eta: 23:56:01, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7156, loss_cls: 2.3985, loss: 2.3985 2020-06-17 21:51:03,150 - mmaction - INFO - Epoch [53][3040/3134] lr: 0.00100, eta: 23:55:49, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7250, loss_cls: 2.2172, loss: 2.2172 2020-06-17 21:51:14,743 - mmaction - INFO - Epoch [53][3060/3134] lr: 0.00100, eta: 23:55:37, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7719, loss_cls: 2.1972, loss: 2.1972 2020-06-17 21:51:26,406 - mmaction - INFO - Epoch [53][3080/3134] lr: 0.00100, eta: 23:55:26, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7188, loss_cls: 2.3745, loss: 2.3745 2020-06-17 21:51:38,062 - mmaction - INFO - Epoch [53][3100/3134] lr: 0.00100, eta: 23:55:14, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.4219, top5_acc: 0.6844, loss_cls: 2.5543, loss: 2.5543 2020-06-17 21:51:49,659 - mmaction - INFO - Epoch [53][3120/3134] lr: 0.00100, eta: 23:55:02, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7281, loss_cls: 2.3057, loss: 2.3057 2020-06-17 21:52:24,389 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-17 21:52:25,647 - mmaction - INFO - top1_acc 0.2822 top5_acc 0.5354 2020-06-17 21:52:25,663 - mmaction - INFO - Epoch [53][3134/3134] lr: 0.00100, top1_acc: 0.2822, top5_acc: 0.5354 2020-06-17 21:52:40,886 - mmaction - INFO - Epoch [54][20/3134] lr: 0.00100, eta: 23:54:38, time: 0.760, data_time: 0.185, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7281, loss_cls: 2.3523, loss: 2.3523 2020-06-17 21:52:52,586 - mmaction - INFO - Epoch [54][40/3134] lr: 0.00100, eta: 23:54:27, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7125, loss_cls: 2.3245, loss: 2.3245 2020-06-17 21:53:04,138 - mmaction - INFO - Epoch [54][60/3134] lr: 0.00100, eta: 23:54:15, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7250, loss_cls: 2.3613, loss: 2.3613 2020-06-17 21:53:15,770 - mmaction - INFO - Epoch [54][80/3134] lr: 0.00100, eta: 23:54:03, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7469, loss_cls: 2.1925, loss: 2.1925 2020-06-17 21:53:27,419 - mmaction - INFO - Epoch [54][100/3134] lr: 0.00100, eta: 23:53:51, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7031, loss_cls: 2.4013, loss: 2.4013 2020-06-17 21:53:39,080 - mmaction - INFO - Epoch [54][120/3134] lr: 0.00100, eta: 23:53:40, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7812, loss_cls: 2.1797, loss: 2.1797 2020-06-17 21:53:50,734 - mmaction - INFO - Epoch [54][140/3134] lr: 0.00100, eta: 23:53:28, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7406, loss_cls: 2.2320, loss: 2.2320 2020-06-17 21:54:02,496 - mmaction - INFO - Epoch [54][160/3134] lr: 0.00100, eta: 23:53:16, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7125, loss_cls: 2.3676, loss: 2.3676 2020-06-17 21:54:14,236 - mmaction - INFO - Epoch [54][180/3134] lr: 0.00100, eta: 23:53:05, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.4219, top5_acc: 0.7000, loss_cls: 2.5048, loss: 2.5048 2020-06-17 21:54:25,869 - mmaction - INFO - Epoch [54][200/3134] lr: 0.00100, eta: 23:52:53, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4594, top5_acc: 0.6844, loss_cls: 2.3508, loss: 2.3508 2020-06-17 21:54:37,441 - mmaction - INFO - Epoch [54][220/3134] lr: 0.00100, eta: 23:52:41, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.4375, top5_acc: 0.6937, loss_cls: 2.3763, loss: 2.3763 2020-06-17 21:54:49,156 - mmaction - INFO - Epoch [54][240/3134] lr: 0.00100, eta: 23:52:29, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7188, loss_cls: 2.3344, loss: 2.3344 2020-06-17 21:55:00,830 - mmaction - INFO - Epoch [54][260/3134] lr: 0.00100, eta: 23:52:18, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7000, loss_cls: 2.4199, loss: 2.4199 2020-06-17 21:55:12,561 - mmaction - INFO - Epoch [54][280/3134] lr: 0.00100, eta: 23:52:06, time: 0.585, data_time: 0.000, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7375, loss_cls: 2.3024, loss: 2.3024 2020-06-17 21:55:24,226 - mmaction - INFO - Epoch [54][300/3134] lr: 0.00100, eta: 23:51:54, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7063, loss_cls: 2.4519, loss: 2.4519 2020-06-17 21:55:35,873 - mmaction - INFO - Epoch [54][320/3134] lr: 0.00100, eta: 23:51:43, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7219, loss_cls: 2.2831, loss: 2.2831 2020-06-17 21:55:47,545 - mmaction - INFO - Epoch [54][340/3134] lr: 0.00100, eta: 23:51:31, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7344, loss_cls: 2.3372, loss: 2.3372 2020-06-17 21:55:59,199 - mmaction - INFO - Epoch [54][360/3134] lr: 0.00100, eta: 23:51:19, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7094, loss_cls: 2.4525, loss: 2.4525 2020-06-17 21:56:11,029 - mmaction - INFO - Epoch [54][380/3134] lr: 0.00100, eta: 23:51:08, time: 0.591, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7406, loss_cls: 2.2625, loss: 2.2625 2020-06-17 21:56:22,669 - mmaction - INFO - Epoch [54][400/3134] lr: 0.00100, eta: 23:50:56, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4219, top5_acc: 0.6875, loss_cls: 2.4588, loss: 2.4588 2020-06-17 21:56:34,361 - mmaction - INFO - Epoch [54][420/3134] lr: 0.00100, eta: 23:50:44, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7125, loss_cls: 2.3529, loss: 2.3529 2020-06-17 21:56:45,944 - mmaction - INFO - Epoch [54][440/3134] lr: 0.00100, eta: 23:50:32, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7188, loss_cls: 2.3924, loss: 2.3924 2020-06-17 21:56:57,589 - mmaction - INFO - Epoch [54][460/3134] lr: 0.00100, eta: 23:50:21, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7438, loss_cls: 2.1415, loss: 2.1415 2020-06-17 21:57:09,288 - mmaction - INFO - Epoch [54][480/3134] lr: 0.00100, eta: 23:50:09, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7281, loss_cls: 2.2793, loss: 2.2793 2020-06-17 21:57:20,819 - mmaction - INFO - Epoch [54][500/3134] lr: 0.00100, eta: 23:49:57, time: 0.579, data_time: 0.004, memory: 8339, top1_acc: 0.4719, top5_acc: 0.6937, loss_cls: 2.3685, loss: 2.3685 2020-06-17 21:57:32,425 - mmaction - INFO - Epoch [54][520/3134] lr: 0.00100, eta: 23:49:45, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6906, loss_cls: 2.4776, loss: 2.4776 2020-06-17 21:57:44,055 - mmaction - INFO - Epoch [54][540/3134] lr: 0.00100, eta: 23:49:34, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7000, loss_cls: 2.3316, loss: 2.3316 2020-06-17 21:57:55,772 - mmaction - INFO - Epoch [54][560/3134] lr: 0.00100, eta: 23:49:22, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.4125, top5_acc: 0.6813, loss_cls: 2.5255, loss: 2.5255 2020-06-17 21:58:07,371 - mmaction - INFO - Epoch [54][580/3134] lr: 0.00100, eta: 23:49:10, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7594, loss_cls: 2.1816, loss: 2.1816 2020-06-17 21:58:19,010 - mmaction - INFO - Epoch [54][600/3134] lr: 0.00100, eta: 23:48:58, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4406, top5_acc: 0.6906, loss_cls: 2.4398, loss: 2.4398 2020-06-17 21:58:30,660 - mmaction - INFO - Epoch [54][620/3134] lr: 0.00100, eta: 23:48:47, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7344, loss_cls: 2.1859, loss: 2.1859 2020-06-17 21:58:42,284 - mmaction - INFO - Epoch [54][640/3134] lr: 0.00100, eta: 23:48:35, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4000, top5_acc: 0.6844, loss_cls: 2.5445, loss: 2.5445 2020-06-17 21:58:53,939 - mmaction - INFO - Epoch [54][660/3134] lr: 0.00100, eta: 23:48:23, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7312, loss_cls: 2.3326, loss: 2.3326 2020-06-17 21:59:05,684 - mmaction - INFO - Epoch [54][680/3134] lr: 0.00100, eta: 23:48:12, time: 0.587, data_time: 0.001, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7250, loss_cls: 2.2676, loss: 2.2676 2020-06-17 21:59:17,321 - mmaction - INFO - Epoch [54][700/3134] lr: 0.00100, eta: 23:48:00, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7156, loss_cls: 2.3243, loss: 2.3243 2020-06-17 21:59:29,013 - mmaction - INFO - Epoch [54][720/3134] lr: 0.00100, eta: 23:47:48, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7156, loss_cls: 2.3628, loss: 2.3628 2020-06-17 21:59:40,659 - mmaction - INFO - Epoch [54][740/3134] lr: 0.00100, eta: 23:47:37, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7281, loss_cls: 2.2826, loss: 2.2826 2020-06-17 21:59:52,329 - mmaction - INFO - Epoch [54][760/3134] lr: 0.00100, eta: 23:47:25, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4094, top5_acc: 0.6781, loss_cls: 2.5169, loss: 2.5169 2020-06-17 22:00:03,933 - mmaction - INFO - Epoch [54][780/3134] lr: 0.00100, eta: 23:47:13, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7281, loss_cls: 2.3462, loss: 2.3462 2020-06-17 22:00:16,100 - mmaction - INFO - Epoch [54][800/3134] lr: 0.00100, eta: 23:47:02, time: 0.608, data_time: 0.001, memory: 8339, top1_acc: 0.4031, top5_acc: 0.6781, loss_cls: 2.5816, loss: 2.5816 2020-06-17 22:00:28,201 - mmaction - INFO - Epoch [54][820/3134] lr: 0.00100, eta: 23:46:50, time: 0.605, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7531, loss_cls: 2.1310, loss: 2.1310 2020-06-17 22:00:39,897 - mmaction - INFO - Epoch [54][840/3134] lr: 0.00100, eta: 23:46:39, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7188, loss_cls: 2.3340, loss: 2.3340 2020-06-17 22:00:51,625 - mmaction - INFO - Epoch [54][860/3134] lr: 0.00100, eta: 23:46:27, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7125, loss_cls: 2.3274, loss: 2.3274 2020-06-17 22:01:03,231 - mmaction - INFO - Epoch [54][880/3134] lr: 0.00100, eta: 23:46:15, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7063, loss_cls: 2.4081, loss: 2.4081 2020-06-17 22:01:14,817 - mmaction - INFO - Epoch [54][900/3134] lr: 0.00100, eta: 23:46:04, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7375, loss_cls: 2.2828, loss: 2.2828 2020-06-17 22:01:26,495 - mmaction - INFO - Epoch [54][920/3134] lr: 0.00100, eta: 23:45:52, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7281, loss_cls: 2.2284, loss: 2.2284 2020-06-17 22:01:38,140 - mmaction - INFO - Epoch [54][940/3134] lr: 0.00100, eta: 23:45:40, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7312, loss_cls: 2.3025, loss: 2.3025 2020-06-17 22:01:49,691 - mmaction - INFO - Epoch [54][960/3134] lr: 0.00100, eta: 23:45:28, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7219, loss_cls: 2.2972, loss: 2.2972 2020-06-17 22:02:01,374 - mmaction - INFO - Epoch [54][980/3134] lr: 0.00100, eta: 23:45:17, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4500, top5_acc: 0.6937, loss_cls: 2.4975, loss: 2.4975 2020-06-17 22:02:12,998 - mmaction - INFO - Epoch [54][1000/3134] lr: 0.00100, eta: 23:45:05, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7562, loss_cls: 2.1892, loss: 2.1892 2020-06-17 22:02:24,594 - mmaction - INFO - Epoch [54][1020/3134] lr: 0.00100, eta: 23:44:53, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4500, top5_acc: 0.6937, loss_cls: 2.4312, loss: 2.4312 2020-06-17 22:02:36,243 - mmaction - INFO - Epoch [54][1040/3134] lr: 0.00100, eta: 23:44:41, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7469, loss_cls: 2.1887, loss: 2.1887 2020-06-17 22:02:47,891 - mmaction - INFO - Epoch [54][1060/3134] lr: 0.00100, eta: 23:44:30, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.6875, loss_cls: 2.4034, loss: 2.4034 2020-06-17 22:02:59,512 - mmaction - INFO - Epoch [54][1080/3134] lr: 0.00100, eta: 23:44:18, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7094, loss_cls: 2.4720, loss: 2.4720 2020-06-17 22:03:11,211 - mmaction - INFO - Epoch [54][1100/3134] lr: 0.00100, eta: 23:44:06, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7406, loss_cls: 2.2250, loss: 2.2250 2020-06-17 22:03:22,944 - mmaction - INFO - Epoch [54][1120/3134] lr: 0.00100, eta: 23:43:55, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7188, loss_cls: 2.3270, loss: 2.3270 2020-06-17 22:03:34,554 - mmaction - INFO - Epoch [54][1140/3134] lr: 0.00100, eta: 23:43:43, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7250, loss_cls: 2.2946, loss: 2.2946 2020-06-17 22:03:46,259 - mmaction - INFO - Epoch [54][1160/3134] lr: 0.00100, eta: 23:43:31, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4437, top5_acc: 0.6844, loss_cls: 2.4611, loss: 2.4611 2020-06-17 22:03:57,912 - mmaction - INFO - Epoch [54][1180/3134] lr: 0.00100, eta: 23:43:19, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.2782, loss: 2.2782 2020-06-17 22:04:09,508 - mmaction - INFO - Epoch [54][1200/3134] lr: 0.00100, eta: 23:43:08, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4500, top5_acc: 0.6781, loss_cls: 2.4770, loss: 2.4770 2020-06-17 22:04:21,202 - mmaction - INFO - Epoch [54][1220/3134] lr: 0.00100, eta: 23:42:56, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7063, loss_cls: 2.2040, loss: 2.2040 2020-06-17 22:04:32,875 - mmaction - INFO - Epoch [54][1240/3134] lr: 0.00100, eta: 23:42:44, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7031, loss_cls: 2.3580, loss: 2.3580 2020-06-17 22:04:44,489 - mmaction - INFO - Epoch [54][1260/3134] lr: 0.00100, eta: 23:42:33, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7312, loss_cls: 2.3984, loss: 2.3984 2020-06-17 22:04:56,081 - mmaction - INFO - Epoch [54][1280/3134] lr: 0.00100, eta: 23:42:21, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4437, top5_acc: 0.6813, loss_cls: 2.5154, loss: 2.5154 2020-06-17 22:05:07,726 - mmaction - INFO - Epoch [54][1300/3134] lr: 0.00100, eta: 23:42:09, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4344, top5_acc: 0.6813, loss_cls: 2.4585, loss: 2.4585 2020-06-17 22:05:19,328 - mmaction - INFO - Epoch [54][1320/3134] lr: 0.00100, eta: 23:41:57, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7125, loss_cls: 2.2945, loss: 2.2945 2020-06-17 22:05:30,935 - mmaction - INFO - Epoch [54][1340/3134] lr: 0.00100, eta: 23:41:46, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.6937, loss_cls: 2.4228, loss: 2.4228 2020-06-17 22:05:42,626 - mmaction - INFO - Epoch [54][1360/3134] lr: 0.00100, eta: 23:41:34, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4531, top5_acc: 0.6469, loss_cls: 2.5599, loss: 2.5599 2020-06-17 22:05:54,283 - mmaction - INFO - Epoch [54][1380/3134] lr: 0.00100, eta: 23:41:22, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7344, loss_cls: 2.2333, loss: 2.2333 2020-06-17 22:06:05,894 - mmaction - INFO - Epoch [54][1400/3134] lr: 0.00100, eta: 23:41:10, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7031, loss_cls: 2.4268, loss: 2.4268 2020-06-17 22:06:17,540 - mmaction - INFO - Epoch [54][1420/3134] lr: 0.00100, eta: 23:40:59, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7000, loss_cls: 2.3278, loss: 2.3278 2020-06-17 22:06:29,160 - mmaction - INFO - Epoch [54][1440/3134] lr: 0.00100, eta: 23:40:47, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7156, loss_cls: 2.3105, loss: 2.3105 2020-06-17 22:06:40,775 - mmaction - INFO - Epoch [54][1460/3134] lr: 0.00100, eta: 23:40:35, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4969, top5_acc: 0.6937, loss_cls: 2.3608, loss: 2.3608 2020-06-17 22:06:52,447 - mmaction - INFO - Epoch [54][1480/3134] lr: 0.00100, eta: 23:40:23, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4156, top5_acc: 0.6656, loss_cls: 2.5464, loss: 2.5464 2020-06-17 22:07:04,091 - mmaction - INFO - Epoch [54][1500/3134] lr: 0.00100, eta: 23:40:12, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7063, loss_cls: 2.3341, loss: 2.3341 2020-06-17 22:07:15,738 - mmaction - INFO - Epoch [54][1520/3134] lr: 0.00100, eta: 23:40:00, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6594, loss_cls: 2.5648, loss: 2.5648 2020-06-17 22:07:27,371 - mmaction - INFO - Epoch [54][1540/3134] lr: 0.00100, eta: 23:39:48, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7156, loss_cls: 2.3193, loss: 2.3193 2020-06-17 22:07:39,054 - mmaction - INFO - Epoch [54][1560/3134] lr: 0.00100, eta: 23:39:37, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.3154, loss: 2.3154 2020-06-17 22:07:50,766 - mmaction - INFO - Epoch [54][1580/3134] lr: 0.00100, eta: 23:39:25, time: 0.583, data_time: 0.000, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7688, loss_cls: 2.0307, loss: 2.0307 2020-06-17 22:08:02,428 - mmaction - INFO - Epoch [54][1600/3134] lr: 0.00100, eta: 23:39:13, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7250, loss_cls: 2.3218, loss: 2.3218 2020-06-17 22:08:14,031 - mmaction - INFO - Epoch [54][1620/3134] lr: 0.00100, eta: 23:39:01, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7000, loss_cls: 2.4942, loss: 2.4942 2020-06-17 22:08:25,723 - mmaction - INFO - Epoch [54][1640/3134] lr: 0.00100, eta: 23:38:50, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7312, loss_cls: 2.3312, loss: 2.3312 2020-06-17 22:08:37,331 - mmaction - INFO - Epoch [54][1660/3134] lr: 0.00100, eta: 23:38:38, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6813, loss_cls: 2.4457, loss: 2.4457 2020-06-17 22:08:48,975 - mmaction - INFO - Epoch [54][1680/3134] lr: 0.00100, eta: 23:38:26, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4625, top5_acc: 0.6781, loss_cls: 2.4866, loss: 2.4866 2020-06-17 22:09:00,533 - mmaction - INFO - Epoch [54][1700/3134] lr: 0.00100, eta: 23:38:14, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4281, top5_acc: 0.7219, loss_cls: 2.5190, loss: 2.5190 2020-06-17 22:09:12,128 - mmaction - INFO - Epoch [54][1720/3134] lr: 0.00100, eta: 23:38:03, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7406, loss_cls: 2.1783, loss: 2.1783 2020-06-17 22:09:23,771 - mmaction - INFO - Epoch [54][1740/3134] lr: 0.00100, eta: 23:37:51, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7625, loss_cls: 2.2597, loss: 2.2597 2020-06-17 22:09:35,438 - mmaction - INFO - Epoch [54][1760/3134] lr: 0.00100, eta: 23:37:39, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7188, loss_cls: 2.3438, loss: 2.3438 2020-06-17 22:09:47,076 - mmaction - INFO - Epoch [54][1780/3134] lr: 0.00100, eta: 23:37:27, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7438, loss_cls: 2.2562, loss: 2.2562 2020-06-17 22:09:58,745 - mmaction - INFO - Epoch [54][1800/3134] lr: 0.00100, eta: 23:37:16, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7063, loss_cls: 2.5180, loss: 2.5180 2020-06-17 22:10:10,421 - mmaction - INFO - Epoch [54][1820/3134] lr: 0.00100, eta: 23:37:04, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.4156, top5_acc: 0.7000, loss_cls: 2.4471, loss: 2.4471 2020-06-17 22:10:22,086 - mmaction - INFO - Epoch [54][1840/3134] lr: 0.00100, eta: 23:36:52, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4437, top5_acc: 0.6906, loss_cls: 2.5071, loss: 2.5071 2020-06-17 22:10:33,745 - mmaction - INFO - Epoch [54][1860/3134] lr: 0.00100, eta: 23:36:41, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7063, loss_cls: 2.3673, loss: 2.3673 2020-06-17 22:10:45,334 - mmaction - INFO - Epoch [54][1880/3134] lr: 0.00100, eta: 23:36:29, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7188, loss_cls: 2.3883, loss: 2.3883 2020-06-17 22:10:56,992 - mmaction - INFO - Epoch [54][1900/3134] lr: 0.00100, eta: 23:36:17, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7281, loss_cls: 2.3833, loss: 2.3833 2020-06-17 22:11:08,680 - mmaction - INFO - Epoch [54][1920/3134] lr: 0.00100, eta: 23:36:05, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7469, loss_cls: 2.2102, loss: 2.2102 2020-06-17 22:11:20,296 - mmaction - INFO - Epoch [54][1940/3134] lr: 0.00100, eta: 23:35:54, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7312, loss_cls: 2.2337, loss: 2.2337 2020-06-17 22:11:31,925 - mmaction - INFO - Epoch [54][1960/3134] lr: 0.00100, eta: 23:35:42, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7250, loss_cls: 2.2794, loss: 2.2794 2020-06-17 22:11:43,591 - mmaction - INFO - Epoch [54][1980/3134] lr: 0.00100, eta: 23:35:30, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.4531, top5_acc: 0.6844, loss_cls: 2.4100, loss: 2.4100 2020-06-17 22:11:55,263 - mmaction - INFO - Epoch [54][2000/3134] lr: 0.00100, eta: 23:35:19, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7594, loss_cls: 2.0671, loss: 2.0671 2020-06-17 22:12:06,887 - mmaction - INFO - Epoch [54][2020/3134] lr: 0.00100, eta: 23:35:07, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7531, loss_cls: 2.3406, loss: 2.3406 2020-06-17 22:12:18,430 - mmaction - INFO - Epoch [54][2040/3134] lr: 0.00100, eta: 23:34:55, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7688, loss_cls: 2.1319, loss: 2.1319 2020-06-17 22:12:29,974 - mmaction - INFO - Epoch [54][2060/3134] lr: 0.00100, eta: 23:34:43, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7344, loss_cls: 2.2170, loss: 2.2170 2020-06-17 22:12:41,616 - mmaction - INFO - Epoch [54][2080/3134] lr: 0.00100, eta: 23:34:31, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7094, loss_cls: 2.2370, loss: 2.2370 2020-06-17 22:12:53,269 - mmaction - INFO - Epoch [54][2100/3134] lr: 0.00100, eta: 23:34:20, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7312, loss_cls: 2.2551, loss: 2.2551 2020-06-17 22:13:04,877 - mmaction - INFO - Epoch [54][2120/3134] lr: 0.00100, eta: 23:34:08, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7469, loss_cls: 2.2515, loss: 2.2515 2020-06-17 22:13:16,585 - mmaction - INFO - Epoch [54][2140/3134] lr: 0.00100, eta: 23:33:56, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7562, loss_cls: 2.0696, loss: 2.0696 2020-06-17 22:13:28,232 - mmaction - INFO - Epoch [54][2160/3134] lr: 0.00100, eta: 23:33:45, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7344, loss_cls: 2.2307, loss: 2.2307 2020-06-17 22:13:39,927 - mmaction - INFO - Epoch [54][2180/3134] lr: 0.00100, eta: 23:33:33, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7125, loss_cls: 2.3498, loss: 2.3498 2020-06-17 22:13:51,535 - mmaction - INFO - Epoch [54][2200/3134] lr: 0.00100, eta: 23:33:21, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7000, loss_cls: 2.3781, loss: 2.3781 2020-06-17 22:14:03,215 - mmaction - INFO - Epoch [54][2220/3134] lr: 0.00100, eta: 23:33:09, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7344, loss_cls: 2.2872, loss: 2.2872 2020-06-17 22:14:14,798 - mmaction - INFO - Epoch [54][2240/3134] lr: 0.00100, eta: 23:32:58, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7156, loss_cls: 2.4275, loss: 2.4275 2020-06-17 22:14:26,504 - mmaction - INFO - Epoch [54][2260/3134] lr: 0.00100, eta: 23:32:46, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7250, loss_cls: 2.3126, loss: 2.3126 2020-06-17 22:14:38,128 - mmaction - INFO - Epoch [54][2280/3134] lr: 0.00100, eta: 23:32:34, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7156, loss_cls: 2.2787, loss: 2.2787 2020-06-17 22:14:49,705 - mmaction - INFO - Epoch [54][2300/3134] lr: 0.00100, eta: 23:32:22, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4688, top5_acc: 0.6969, loss_cls: 2.4050, loss: 2.4050 2020-06-17 22:15:01,405 - mmaction - INFO - Epoch [54][2320/3134] lr: 0.00100, eta: 23:32:11, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7281, loss_cls: 2.3146, loss: 2.3146 2020-06-17 22:15:13,065 - mmaction - INFO - Epoch [54][2340/3134] lr: 0.00100, eta: 23:31:59, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4062, top5_acc: 0.7094, loss_cls: 2.4483, loss: 2.4483 2020-06-17 22:15:24,809 - mmaction - INFO - Epoch [54][2360/3134] lr: 0.00100, eta: 23:31:47, time: 0.587, data_time: 0.001, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7125, loss_cls: 2.2322, loss: 2.2322 2020-06-17 22:15:36,520 - mmaction - INFO - Epoch [54][2380/3134] lr: 0.00100, eta: 23:31:36, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.4188, top5_acc: 0.7094, loss_cls: 2.4095, loss: 2.4095 2020-06-17 22:15:48,157 - mmaction - INFO - Epoch [54][2400/3134] lr: 0.00100, eta: 23:31:24, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4250, top5_acc: 0.7156, loss_cls: 2.4441, loss: 2.4441 2020-06-17 22:15:59,772 - mmaction - INFO - Epoch [54][2420/3134] lr: 0.00100, eta: 23:31:12, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7063, loss_cls: 2.2987, loss: 2.2987 2020-06-17 22:16:11,444 - mmaction - INFO - Epoch [54][2440/3134] lr: 0.00100, eta: 23:31:01, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4281, top5_acc: 0.7219, loss_cls: 2.3454, loss: 2.3454 2020-06-17 22:16:23,051 - mmaction - INFO - Epoch [54][2460/3134] lr: 0.00100, eta: 23:30:49, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7438, loss_cls: 2.2821, loss: 2.2821 2020-06-17 22:16:34,683 - mmaction - INFO - Epoch [54][2480/3134] lr: 0.00100, eta: 23:30:37, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7656, loss_cls: 2.1997, loss: 2.1997 2020-06-17 22:16:46,338 - mmaction - INFO - Epoch [54][2500/3134] lr: 0.00100, eta: 23:30:25, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7000, loss_cls: 2.4979, loss: 2.4979 2020-06-17 22:16:57,985 - mmaction - INFO - Epoch [54][2520/3134] lr: 0.00100, eta: 23:30:14, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7094, loss_cls: 2.4617, loss: 2.4617 2020-06-17 22:17:09,678 - mmaction - INFO - Epoch [54][2540/3134] lr: 0.00100, eta: 23:30:02, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7500, loss_cls: 2.2307, loss: 2.2307 2020-06-17 22:17:21,324 - mmaction - INFO - Epoch [54][2560/3134] lr: 0.00100, eta: 23:29:50, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7219, loss_cls: 2.3693, loss: 2.3693 2020-06-17 22:17:33,073 - mmaction - INFO - Epoch [54][2580/3134] lr: 0.00100, eta: 23:29:39, time: 0.588, data_time: 0.002, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7156, loss_cls: 2.3534, loss: 2.3534 2020-06-17 22:17:44,686 - mmaction - INFO - Epoch [54][2600/3134] lr: 0.00100, eta: 23:29:27, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7125, loss_cls: 2.4037, loss: 2.4037 2020-06-17 22:17:56,368 - mmaction - INFO - Epoch [54][2620/3134] lr: 0.00100, eta: 23:29:15, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7312, loss_cls: 2.2841, loss: 2.2841 2020-06-17 22:18:08,060 - mmaction - INFO - Epoch [54][2640/3134] lr: 0.00100, eta: 23:29:03, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.4656, top5_acc: 0.6844, loss_cls: 2.4685, loss: 2.4685 2020-06-17 22:18:19,709 - mmaction - INFO - Epoch [54][2660/3134] lr: 0.00100, eta: 23:28:52, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4562, top5_acc: 0.6781, loss_cls: 2.5168, loss: 2.5168 2020-06-17 22:18:31,389 - mmaction - INFO - Epoch [54][2680/3134] lr: 0.00100, eta: 23:28:40, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7250, loss_cls: 2.3573, loss: 2.3573 2020-06-17 22:18:43,055 - mmaction - INFO - Epoch [54][2700/3134] lr: 0.00100, eta: 23:28:28, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.6750, loss_cls: 2.3923, loss: 2.3923 2020-06-17 22:18:54,676 - mmaction - INFO - Epoch [54][2720/3134] lr: 0.00100, eta: 23:28:17, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4156, top5_acc: 0.6687, loss_cls: 2.4386, loss: 2.4386 2020-06-17 22:19:06,281 - mmaction - INFO - Epoch [54][2740/3134] lr: 0.00100, eta: 23:28:05, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7312, loss_cls: 2.2943, loss: 2.2943 2020-06-17 22:19:17,969 - mmaction - INFO - Epoch [54][2760/3134] lr: 0.00100, eta: 23:27:53, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4250, top5_acc: 0.7312, loss_cls: 2.4355, loss: 2.4355 2020-06-17 22:19:29,626 - mmaction - INFO - Epoch [54][2780/3134] lr: 0.00100, eta: 23:27:41, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4250, top5_acc: 0.6875, loss_cls: 2.4816, loss: 2.4816 2020-06-17 22:19:41,270 - mmaction - INFO - Epoch [54][2800/3134] lr: 0.00100, eta: 23:27:30, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7188, loss_cls: 2.2864, loss: 2.2864 2020-06-17 22:19:52,897 - mmaction - INFO - Epoch [54][2820/3134] lr: 0.00100, eta: 23:27:18, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7094, loss_cls: 2.3119, loss: 2.3119 2020-06-17 22:20:04,510 - mmaction - INFO - Epoch [54][2840/3134] lr: 0.00100, eta: 23:27:06, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7438, loss_cls: 2.2592, loss: 2.2592 2020-06-17 22:20:16,209 - mmaction - INFO - Epoch [54][2860/3134] lr: 0.00100, eta: 23:26:54, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7469, loss_cls: 2.1897, loss: 2.1897 2020-06-17 22:20:27,881 - mmaction - INFO - Epoch [54][2880/3134] lr: 0.00100, eta: 23:26:43, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7344, loss_cls: 2.2911, loss: 2.2911 2020-06-17 22:20:39,628 - mmaction - INFO - Epoch [54][2900/3134] lr: 0.00100, eta: 23:26:31, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.3969, top5_acc: 0.6625, loss_cls: 2.5608, loss: 2.5608 2020-06-17 22:20:51,264 - mmaction - INFO - Epoch [54][2920/3134] lr: 0.00100, eta: 23:26:19, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7281, loss_cls: 2.3605, loss: 2.3605 2020-06-17 22:21:02,887 - mmaction - INFO - Epoch [54][2940/3134] lr: 0.00100, eta: 23:26:08, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4250, top5_acc: 0.7125, loss_cls: 2.4643, loss: 2.4643 2020-06-17 22:21:14,490 - mmaction - INFO - Epoch [54][2960/3134] lr: 0.00100, eta: 23:25:56, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7156, loss_cls: 2.2775, loss: 2.2775 2020-06-17 22:21:26,107 - mmaction - INFO - Epoch [54][2980/3134] lr: 0.00100, eta: 23:25:44, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4594, top5_acc: 0.6750, loss_cls: 2.4624, loss: 2.4624 2020-06-17 22:21:37,750 - mmaction - INFO - Epoch [54][3000/3134] lr: 0.00100, eta: 23:25:32, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.6906, loss_cls: 2.4292, loss: 2.4292 2020-06-17 22:21:49,347 - mmaction - INFO - Epoch [54][3020/3134] lr: 0.00100, eta: 23:25:21, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7344, loss_cls: 2.2299, loss: 2.2299 2020-06-17 22:22:01,029 - mmaction - INFO - Epoch [54][3040/3134] lr: 0.00100, eta: 23:25:09, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7500, loss_cls: 2.1649, loss: 2.1649 2020-06-17 22:22:12,699 - mmaction - INFO - Epoch [54][3060/3134] lr: 0.00100, eta: 23:24:57, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4562, top5_acc: 0.6719, loss_cls: 2.4468, loss: 2.4468 2020-06-17 22:22:24,246 - mmaction - INFO - Epoch [54][3080/3134] lr: 0.00100, eta: 23:24:45, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7188, loss_cls: 2.3664, loss: 2.3664 2020-06-17 22:22:35,872 - mmaction - INFO - Epoch [54][3100/3134] lr: 0.00100, eta: 23:24:34, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7219, loss_cls: 2.2895, loss: 2.2895 2020-06-17 22:22:47,474 - mmaction - INFO - Epoch [54][3120/3134] lr: 0.00100, eta: 23:24:22, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7031, loss_cls: 2.3870, loss: 2.3870 2020-06-17 22:23:24,667 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-17 22:23:25,925 - mmaction - INFO - top1_acc 0.2840 top5_acc 0.5396 2020-06-17 22:23:25,941 - mmaction - INFO - Epoch [54][3134/3134] lr: 0.00100, top1_acc: 0.2840, top5_acc: 0.5396 2020-06-17 22:23:41,291 - mmaction - INFO - Epoch [55][20/3134] lr: 0.00100, eta: 23:23:58, time: 0.767, data_time: 0.186, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7312, loss_cls: 2.2891, loss: 2.2891 2020-06-17 22:23:53,025 - mmaction - INFO - Epoch [55][40/3134] lr: 0.00100, eta: 23:23:47, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7000, loss_cls: 2.3309, loss: 2.3309 2020-06-17 22:24:04,668 - mmaction - INFO - Epoch [55][60/3134] lr: 0.00100, eta: 23:23:35, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7156, loss_cls: 2.2941, loss: 2.2941 2020-06-17 22:24:16,389 - mmaction - INFO - Epoch [55][80/3134] lr: 0.00100, eta: 23:23:23, time: 0.585, data_time: 0.000, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7344, loss_cls: 2.2487, loss: 2.2487 2020-06-17 22:24:28,064 - mmaction - INFO - Epoch [55][100/3134] lr: 0.00100, eta: 23:23:11, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7500, loss_cls: 2.2912, loss: 2.2912 2020-06-17 22:24:39,746 - mmaction - INFO - Epoch [55][120/3134] lr: 0.00100, eta: 23:23:00, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7656, loss_cls: 2.0557, loss: 2.0557 2020-06-17 22:24:51,505 - mmaction - INFO - Epoch [55][140/3134] lr: 0.00100, eta: 23:22:48, time: 0.586, data_time: 0.000, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7469, loss_cls: 2.2387, loss: 2.2387 2020-06-17 22:25:03,204 - mmaction - INFO - Epoch [55][160/3134] lr: 0.00100, eta: 23:22:36, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7156, loss_cls: 2.3988, loss: 2.3988 2020-06-17 22:25:14,909 - mmaction - INFO - Epoch [55][180/3134] lr: 0.00100, eta: 23:22:25, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7406, loss_cls: 2.2805, loss: 2.2805 2020-06-17 22:25:26,520 - mmaction - INFO - Epoch [55][200/3134] lr: 0.00100, eta: 23:22:13, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7094, loss_cls: 2.4141, loss: 2.4141 2020-06-17 22:25:38,185 - mmaction - INFO - Epoch [55][220/3134] lr: 0.00100, eta: 23:22:01, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.6531, loss_cls: 2.4755, loss: 2.4755 2020-06-17 22:25:49,859 - mmaction - INFO - Epoch [55][240/3134] lr: 0.00100, eta: 23:21:50, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7344, loss_cls: 2.2625, loss: 2.2625 2020-06-17 22:26:01,429 - mmaction - INFO - Epoch [55][260/3134] lr: 0.00100, eta: 23:21:38, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7375, loss_cls: 2.2730, loss: 2.2730 2020-06-17 22:26:13,161 - mmaction - INFO - Epoch [55][280/3134] lr: 0.00100, eta: 23:21:26, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7281, loss_cls: 2.3101, loss: 2.3101 2020-06-17 22:26:24,843 - mmaction - INFO - Epoch [55][300/3134] lr: 0.00100, eta: 23:21:14, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7250, loss_cls: 2.2064, loss: 2.2064 2020-06-17 22:26:36,496 - mmaction - INFO - Epoch [55][320/3134] lr: 0.00100, eta: 23:21:03, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7063, loss_cls: 2.2803, loss: 2.2803 2020-06-17 22:26:48,195 - mmaction - INFO - Epoch [55][340/3134] lr: 0.00100, eta: 23:20:51, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7281, loss_cls: 2.3372, loss: 2.3372 2020-06-17 22:26:59,809 - mmaction - INFO - Epoch [55][360/3134] lr: 0.00100, eta: 23:20:39, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7594, loss_cls: 2.2427, loss: 2.2427 2020-06-17 22:27:11,455 - mmaction - INFO - Epoch [55][380/3134] lr: 0.00100, eta: 23:20:28, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4594, top5_acc: 0.6875, loss_cls: 2.4147, loss: 2.4147 2020-06-17 22:27:23,135 - mmaction - INFO - Epoch [55][400/3134] lr: 0.00100, eta: 23:20:16, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7375, loss_cls: 2.2055, loss: 2.2055 2020-06-17 22:27:34,758 - mmaction - INFO - Epoch [55][420/3134] lr: 0.00100, eta: 23:20:04, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7219, loss_cls: 2.2787, loss: 2.2787 2020-06-17 22:27:46,436 - mmaction - INFO - Epoch [55][440/3134] lr: 0.00100, eta: 23:19:52, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4656, top5_acc: 0.6875, loss_cls: 2.4010, loss: 2.4010 2020-06-17 22:27:58,003 - mmaction - INFO - Epoch [55][460/3134] lr: 0.00100, eta: 23:19:41, time: 0.577, data_time: 0.000, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7438, loss_cls: 2.2131, loss: 2.2131 2020-06-17 22:28:09,652 - mmaction - INFO - Epoch [55][480/3134] lr: 0.00100, eta: 23:19:29, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7031, loss_cls: 2.3682, loss: 2.3682 2020-06-17 22:28:21,269 - mmaction - INFO - Epoch [55][500/3134] lr: 0.00100, eta: 23:19:17, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7094, loss_cls: 2.3271, loss: 2.3271 2020-06-17 22:28:32,957 - mmaction - INFO - Epoch [55][520/3134] lr: 0.00100, eta: 23:19:06, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7188, loss_cls: 2.3447, loss: 2.3447 2020-06-17 22:28:44,536 - mmaction - INFO - Epoch [55][540/3134] lr: 0.00100, eta: 23:18:54, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7125, loss_cls: 2.3535, loss: 2.3535 2020-06-17 22:28:56,206 - mmaction - INFO - Epoch [55][560/3134] lr: 0.00100, eta: 23:18:42, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7125, loss_cls: 2.4133, loss: 2.4133 2020-06-17 22:29:07,858 - mmaction - INFO - Epoch [55][580/3134] lr: 0.00100, eta: 23:18:30, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4188, top5_acc: 0.7438, loss_cls: 2.2806, loss: 2.2806 2020-06-17 22:29:19,524 - mmaction - INFO - Epoch [55][600/3134] lr: 0.00100, eta: 23:18:19, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7063, loss_cls: 2.4241, loss: 2.4241 2020-06-17 22:29:31,178 - mmaction - INFO - Epoch [55][620/3134] lr: 0.00100, eta: 23:18:07, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7719, loss_cls: 2.1328, loss: 2.1328 2020-06-17 22:29:42,933 - mmaction - INFO - Epoch [55][640/3134] lr: 0.00100, eta: 23:17:55, time: 0.588, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7156, loss_cls: 2.2990, loss: 2.2990 2020-06-17 22:29:54,533 - mmaction - INFO - Epoch [55][660/3134] lr: 0.00100, eta: 23:17:44, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7719, loss_cls: 2.0884, loss: 2.0884 2020-06-17 22:30:06,170 - mmaction - INFO - Epoch [55][680/3134] lr: 0.00100, eta: 23:17:32, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7312, loss_cls: 2.2636, loss: 2.2636 2020-06-17 22:30:17,850 - mmaction - INFO - Epoch [55][700/3134] lr: 0.00100, eta: 23:17:20, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7000, loss_cls: 2.4274, loss: 2.4274 2020-06-17 22:30:29,475 - mmaction - INFO - Epoch [55][720/3134] lr: 0.00100, eta: 23:17:08, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7344, loss_cls: 2.2505, loss: 2.2505 2020-06-17 22:30:41,116 - mmaction - INFO - Epoch [55][740/3134] lr: 0.00100, eta: 23:16:57, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7031, loss_cls: 2.3596, loss: 2.3596 2020-06-17 22:30:52,814 - mmaction - INFO - Epoch [55][760/3134] lr: 0.00100, eta: 23:16:45, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7094, loss_cls: 2.3417, loss: 2.3417 2020-06-17 22:31:04,395 - mmaction - INFO - Epoch [55][780/3134] lr: 0.00100, eta: 23:16:33, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7375, loss_cls: 2.3173, loss: 2.3173 2020-06-17 22:31:16,091 - mmaction - INFO - Epoch [55][800/3134] lr: 0.00100, eta: 23:16:21, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7000, loss_cls: 2.3763, loss: 2.3763 2020-06-17 22:31:27,736 - mmaction - INFO - Epoch [55][820/3134] lr: 0.00100, eta: 23:16:10, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6687, loss_cls: 2.6087, loss: 2.6087 2020-06-17 22:31:39,394 - mmaction - INFO - Epoch [55][840/3134] lr: 0.00100, eta: 23:15:58, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.6937, loss_cls: 2.3274, loss: 2.3274 2020-06-17 22:31:51,026 - mmaction - INFO - Epoch [55][860/3134] lr: 0.00100, eta: 23:15:46, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7562, loss_cls: 2.1431, loss: 2.1431 2020-06-17 22:32:02,705 - mmaction - INFO - Epoch [55][880/3134] lr: 0.00100, eta: 23:15:35, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7125, loss_cls: 2.2952, loss: 2.2952 2020-06-17 22:32:14,349 - mmaction - INFO - Epoch [55][900/3134] lr: 0.00100, eta: 23:15:23, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4375, top5_acc: 0.6969, loss_cls: 2.4801, loss: 2.4801 2020-06-17 22:32:25,978 - mmaction - INFO - Epoch [55][920/3134] lr: 0.00100, eta: 23:15:11, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7031, loss_cls: 2.4528, loss: 2.4528 2020-06-17 22:32:37,682 - mmaction - INFO - Epoch [55][940/3134] lr: 0.00100, eta: 23:14:59, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7906, loss_cls: 2.1046, loss: 2.1046 2020-06-17 22:32:49,371 - mmaction - INFO - Epoch [55][960/3134] lr: 0.00100, eta: 23:14:48, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.4344, top5_acc: 0.6594, loss_cls: 2.5290, loss: 2.5290 2020-06-17 22:33:00,946 - mmaction - INFO - Epoch [55][980/3134] lr: 0.00100, eta: 23:14:36, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7438, loss_cls: 2.4019, loss: 2.4019 2020-06-17 22:33:12,640 - mmaction - INFO - Epoch [55][1000/3134] lr: 0.00100, eta: 23:14:24, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7375, loss_cls: 2.2952, loss: 2.2952 2020-06-17 22:33:24,274 - mmaction - INFO - Epoch [55][1020/3134] lr: 0.00100, eta: 23:14:13, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7063, loss_cls: 2.3898, loss: 2.3898 2020-06-17 22:33:35,940 - mmaction - INFO - Epoch [55][1040/3134] lr: 0.00100, eta: 23:14:01, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7469, loss_cls: 2.3262, loss: 2.3262 2020-06-17 22:33:47,553 - mmaction - INFO - Epoch [55][1060/3134] lr: 0.00100, eta: 23:13:49, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7594, loss_cls: 2.1265, loss: 2.1265 2020-06-17 22:33:59,248 - mmaction - INFO - Epoch [55][1080/3134] lr: 0.00100, eta: 23:13:37, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7250, loss_cls: 2.2738, loss: 2.2738 2020-06-17 22:34:10,926 - mmaction - INFO - Epoch [55][1100/3134] lr: 0.00100, eta: 23:13:26, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4437, top5_acc: 0.6719, loss_cls: 2.5038, loss: 2.5038 2020-06-17 22:34:22,620 - mmaction - INFO - Epoch [55][1120/3134] lr: 0.00100, eta: 23:13:14, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6844, loss_cls: 2.5356, loss: 2.5356 2020-06-17 22:34:34,237 - mmaction - INFO - Epoch [55][1140/3134] lr: 0.00100, eta: 23:13:02, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4250, top5_acc: 0.6969, loss_cls: 2.5195, loss: 2.5195 2020-06-17 22:34:45,875 - mmaction - INFO - Epoch [55][1160/3134] lr: 0.00100, eta: 23:12:51, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4500, top5_acc: 0.6969, loss_cls: 2.3769, loss: 2.3769 2020-06-17 22:34:57,497 - mmaction - INFO - Epoch [55][1180/3134] lr: 0.00100, eta: 23:12:39, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7250, loss_cls: 2.3423, loss: 2.3423 2020-06-17 22:35:09,122 - mmaction - INFO - Epoch [55][1200/3134] lr: 0.00100, eta: 23:12:27, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7250, loss_cls: 2.2431, loss: 2.2431 2020-06-17 22:35:20,786 - mmaction - INFO - Epoch [55][1220/3134] lr: 0.00100, eta: 23:12:15, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7219, loss_cls: 2.3039, loss: 2.3039 2020-06-17 22:35:32,351 - mmaction - INFO - Epoch [55][1240/3134] lr: 0.00100, eta: 23:12:04, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.4594, top5_acc: 0.6875, loss_cls: 2.4679, loss: 2.4679 2020-06-17 22:35:43,982 - mmaction - INFO - Epoch [55][1260/3134] lr: 0.00100, eta: 23:11:52, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4531, top5_acc: 0.6906, loss_cls: 2.4398, loss: 2.4398 2020-06-17 22:35:55,617 - mmaction - INFO - Epoch [55][1280/3134] lr: 0.00100, eta: 23:11:40, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7219, loss_cls: 2.2662, loss: 2.2662 2020-06-17 22:36:07,246 - mmaction - INFO - Epoch [55][1300/3134] lr: 0.00100, eta: 23:11:28, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7063, loss_cls: 2.3834, loss: 2.3834 2020-06-17 22:36:18,916 - mmaction - INFO - Epoch [55][1320/3134] lr: 0.00100, eta: 23:11:17, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7594, loss_cls: 2.1062, loss: 2.1062 2020-06-17 22:36:30,499 - mmaction - INFO - Epoch [55][1340/3134] lr: 0.00100, eta: 23:11:05, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 2.1725, loss: 2.1725 2020-06-17 22:36:42,208 - mmaction - INFO - Epoch [55][1360/3134] lr: 0.00100, eta: 23:10:53, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7063, loss_cls: 2.3677, loss: 2.3677 2020-06-17 22:36:53,898 - mmaction - INFO - Epoch [55][1380/3134] lr: 0.00100, eta: 23:10:42, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7344, loss_cls: 2.3331, loss: 2.3331 2020-06-17 22:37:05,572 - mmaction - INFO - Epoch [55][1400/3134] lr: 0.00100, eta: 23:10:30, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4531, top5_acc: 0.6875, loss_cls: 2.3648, loss: 2.3648 2020-06-17 22:37:17,276 - mmaction - INFO - Epoch [55][1420/3134] lr: 0.00100, eta: 23:10:18, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7375, loss_cls: 2.2727, loss: 2.2727 2020-06-17 22:37:28,920 - mmaction - INFO - Epoch [55][1440/3134] lr: 0.00100, eta: 23:10:06, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7406, loss_cls: 2.2400, loss: 2.2400 2020-06-17 22:37:40,644 - mmaction - INFO - Epoch [55][1460/3134] lr: 0.00100, eta: 23:09:55, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7344, loss_cls: 2.3131, loss: 2.3131 2020-06-17 22:37:52,251 - mmaction - INFO - Epoch [55][1480/3134] lr: 0.00100, eta: 23:09:43, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6813, loss_cls: 2.5705, loss: 2.5705 2020-06-17 22:38:03,871 - mmaction - INFO - Epoch [55][1500/3134] lr: 0.00100, eta: 23:09:31, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7344, loss_cls: 2.3024, loss: 2.3024 2020-06-17 22:38:15,507 - mmaction - INFO - Epoch [55][1520/3134] lr: 0.00100, eta: 23:09:20, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7469, loss_cls: 2.2094, loss: 2.2094 2020-06-17 22:38:27,180 - mmaction - INFO - Epoch [55][1540/3134] lr: 0.00100, eta: 23:09:08, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7281, loss_cls: 2.3028, loss: 2.3028 2020-06-17 22:38:38,866 - mmaction - INFO - Epoch [55][1560/3134] lr: 0.00100, eta: 23:08:56, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7156, loss_cls: 2.4137, loss: 2.4137 2020-06-17 22:38:50,547 - mmaction - INFO - Epoch [55][1580/3134] lr: 0.00100, eta: 23:08:44, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7125, loss_cls: 2.3803, loss: 2.3803 2020-06-17 22:39:02,128 - mmaction - INFO - Epoch [55][1600/3134] lr: 0.00100, eta: 23:08:33, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7188, loss_cls: 2.3850, loss: 2.3850 2020-06-17 22:39:13,813 - mmaction - INFO - Epoch [55][1620/3134] lr: 0.00100, eta: 23:08:21, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7562, loss_cls: 2.0706, loss: 2.0706 2020-06-17 22:39:25,400 - mmaction - INFO - Epoch [55][1640/3134] lr: 0.00100, eta: 23:08:09, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4125, top5_acc: 0.6844, loss_cls: 2.4834, loss: 2.4834 2020-06-17 22:39:36,946 - mmaction - INFO - Epoch [55][1660/3134] lr: 0.00100, eta: 23:07:57, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7156, loss_cls: 2.2960, loss: 2.2960 2020-06-17 22:39:48,628 - mmaction - INFO - Epoch [55][1680/3134] lr: 0.00100, eta: 23:07:46, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4344, top5_acc: 0.6687, loss_cls: 2.4987, loss: 2.4987 2020-06-17 22:40:00,373 - mmaction - INFO - Epoch [55][1700/3134] lr: 0.00100, eta: 23:07:34, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7219, loss_cls: 2.2797, loss: 2.2797 2020-06-17 22:40:12,044 - mmaction - INFO - Epoch [55][1720/3134] lr: 0.00100, eta: 23:07:22, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7281, loss_cls: 2.2951, loss: 2.2951 2020-06-17 22:40:23,658 - mmaction - INFO - Epoch [55][1740/3134] lr: 0.00100, eta: 23:07:11, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7156, loss_cls: 2.3661, loss: 2.3661 2020-06-17 22:40:35,334 - mmaction - INFO - Epoch [55][1760/3134] lr: 0.00100, eta: 23:06:59, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7281, loss_cls: 2.3740, loss: 2.3740 2020-06-17 22:40:46,926 - mmaction - INFO - Epoch [55][1780/3134] lr: 0.00100, eta: 23:06:47, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7844, loss_cls: 2.1408, loss: 2.1408 2020-06-17 22:40:58,572 - mmaction - INFO - Epoch [55][1800/3134] lr: 0.00100, eta: 23:06:35, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7312, loss_cls: 2.3398, loss: 2.3398 2020-06-17 22:41:10,175 - mmaction - INFO - Epoch [55][1820/3134] lr: 0.00100, eta: 23:06:24, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7250, loss_cls: 2.2078, loss: 2.2078 2020-06-17 22:41:21,742 - mmaction - INFO - Epoch [55][1840/3134] lr: 0.00100, eta: 23:06:12, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7250, loss_cls: 2.2466, loss: 2.2466 2020-06-17 22:41:33,402 - mmaction - INFO - Epoch [55][1860/3134] lr: 0.00100, eta: 23:06:00, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7375, loss_cls: 2.3133, loss: 2.3133 2020-06-17 22:41:45,108 - mmaction - INFO - Epoch [55][1880/3134] lr: 0.00100, eta: 23:05:49, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6875, loss_cls: 2.4392, loss: 2.4392 2020-06-17 22:41:56,827 - mmaction - INFO - Epoch [55][1900/3134] lr: 0.00100, eta: 23:05:37, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7406, loss_cls: 2.2529, loss: 2.2529 2020-06-17 22:42:08,497 - mmaction - INFO - Epoch [55][1920/3134] lr: 0.00100, eta: 23:05:25, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7312, loss_cls: 2.2732, loss: 2.2732 2020-06-17 22:42:20,136 - mmaction - INFO - Epoch [55][1940/3134] lr: 0.00100, eta: 23:05:13, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4250, top5_acc: 0.6875, loss_cls: 2.4404, loss: 2.4404 2020-06-17 22:42:31,780 - mmaction - INFO - Epoch [55][1960/3134] lr: 0.00100, eta: 23:05:02, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7219, loss_cls: 2.2531, loss: 2.2531 2020-06-17 22:42:43,445 - mmaction - INFO - Epoch [55][1980/3134] lr: 0.00100, eta: 23:04:50, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7375, loss_cls: 2.1575, loss: 2.1575 2020-06-17 22:42:55,080 - mmaction - INFO - Epoch [55][2000/3134] lr: 0.00100, eta: 23:04:38, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4500, top5_acc: 0.6813, loss_cls: 2.4471, loss: 2.4471 2020-06-17 22:43:06,730 - mmaction - INFO - Epoch [55][2020/3134] lr: 0.00100, eta: 23:04:27, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.2184, loss: 2.2184 2020-06-17 22:43:18,326 - mmaction - INFO - Epoch [55][2040/3134] lr: 0.00100, eta: 23:04:15, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7188, loss_cls: 2.3499, loss: 2.3499 2020-06-17 22:43:29,978 - mmaction - INFO - Epoch [55][2060/3134] lr: 0.00100, eta: 23:04:03, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7063, loss_cls: 2.3611, loss: 2.3611 2020-06-17 22:43:41,635 - mmaction - INFO - Epoch [55][2080/3134] lr: 0.00100, eta: 23:03:51, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7438, loss_cls: 2.2679, loss: 2.2679 2020-06-17 22:43:53,275 - mmaction - INFO - Epoch [55][2100/3134] lr: 0.00100, eta: 23:03:40, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7094, loss_cls: 2.4289, loss: 2.4289 2020-06-17 22:44:04,922 - mmaction - INFO - Epoch [55][2120/3134] lr: 0.00100, eta: 23:03:28, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7000, loss_cls: 2.4344, loss: 2.4344 2020-06-17 22:44:16,533 - mmaction - INFO - Epoch [55][2140/3134] lr: 0.00100, eta: 23:03:16, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4156, top5_acc: 0.6719, loss_cls: 2.5149, loss: 2.5149 2020-06-17 22:44:28,141 - mmaction - INFO - Epoch [55][2160/3134] lr: 0.00100, eta: 23:03:04, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7250, loss_cls: 2.2815, loss: 2.2815 2020-06-17 22:44:39,781 - mmaction - INFO - Epoch [55][2180/3134] lr: 0.00100, eta: 23:02:53, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7531, loss_cls: 2.1356, loss: 2.1356 2020-06-17 22:44:51,401 - mmaction - INFO - Epoch [55][2200/3134] lr: 0.00100, eta: 23:02:41, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7063, loss_cls: 2.4368, loss: 2.4368 2020-06-17 22:45:03,099 - mmaction - INFO - Epoch [55][2220/3134] lr: 0.00100, eta: 23:02:29, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4125, top5_acc: 0.6875, loss_cls: 2.4631, loss: 2.4631 2020-06-17 22:45:14,724 - mmaction - INFO - Epoch [55][2240/3134] lr: 0.00100, eta: 23:02:18, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7281, loss_cls: 2.3180, loss: 2.3180 2020-06-17 22:45:26,296 - mmaction - INFO - Epoch [55][2260/3134] lr: 0.00100, eta: 23:02:06, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7250, loss_cls: 2.2649, loss: 2.2649 2020-06-17 22:45:37,936 - mmaction - INFO - Epoch [55][2280/3134] lr: 0.00100, eta: 23:01:54, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7219, loss_cls: 2.3528, loss: 2.3528 2020-06-17 22:45:49,602 - mmaction - INFO - Epoch [55][2300/3134] lr: 0.00100, eta: 23:01:42, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4250, top5_acc: 0.6937, loss_cls: 2.5214, loss: 2.5214 2020-06-17 22:46:01,270 - mmaction - INFO - Epoch [55][2320/3134] lr: 0.00100, eta: 23:01:31, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7250, loss_cls: 2.2265, loss: 2.2265 2020-06-17 22:46:12,962 - mmaction - INFO - Epoch [55][2340/3134] lr: 0.00100, eta: 23:01:19, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7250, loss_cls: 2.2686, loss: 2.2686 2020-06-17 22:46:24,615 - mmaction - INFO - Epoch [55][2360/3134] lr: 0.00100, eta: 23:01:07, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7125, loss_cls: 2.3702, loss: 2.3702 2020-06-17 22:46:36,321 - mmaction - INFO - Epoch [55][2380/3134] lr: 0.00100, eta: 23:00:56, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7094, loss_cls: 2.4791, loss: 2.4791 2020-06-17 22:46:47,997 - mmaction - INFO - Epoch [55][2400/3134] lr: 0.00100, eta: 23:00:44, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7312, loss_cls: 2.3699, loss: 2.3699 2020-06-17 22:46:59,749 - mmaction - INFO - Epoch [55][2420/3134] lr: 0.00100, eta: 23:00:32, time: 0.589, data_time: 0.002, memory: 8339, top1_acc: 0.4125, top5_acc: 0.7000, loss_cls: 2.4706, loss: 2.4706 2020-06-17 22:47:11,412 - mmaction - INFO - Epoch [55][2440/3134] lr: 0.00100, eta: 23:00:20, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7000, loss_cls: 2.4315, loss: 2.4315 2020-06-17 22:47:23,088 - mmaction - INFO - Epoch [55][2460/3134] lr: 0.00100, eta: 23:00:09, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7156, loss_cls: 2.2225, loss: 2.2225 2020-06-17 22:47:34,688 - mmaction - INFO - Epoch [55][2480/3134] lr: 0.00100, eta: 22:59:57, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7281, loss_cls: 2.3237, loss: 2.3237 2020-06-17 22:47:46,244 - mmaction - INFO - Epoch [55][2500/3134] lr: 0.00100, eta: 22:59:45, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7625, loss_cls: 2.2962, loss: 2.2962 2020-06-17 22:47:57,908 - mmaction - INFO - Epoch [55][2520/3134] lr: 0.00100, eta: 22:59:34, time: 0.583, data_time: 0.000, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7594, loss_cls: 2.2683, loss: 2.2683 2020-06-17 22:48:09,497 - mmaction - INFO - Epoch [55][2540/3134] lr: 0.00100, eta: 22:59:22, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.5312, top5_acc: 0.8156, loss_cls: 1.9089, loss: 1.9089 2020-06-17 22:48:21,229 - mmaction - INFO - Epoch [55][2560/3134] lr: 0.00100, eta: 22:59:10, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7063, loss_cls: 2.3602, loss: 2.3602 2020-06-17 22:48:32,876 - mmaction - INFO - Epoch [55][2580/3134] lr: 0.00100, eta: 22:58:58, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7438, loss_cls: 2.2611, loss: 2.2611 2020-06-17 22:48:44,453 - mmaction - INFO - Epoch [55][2600/3134] lr: 0.00100, eta: 22:58:47, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7125, loss_cls: 2.2748, loss: 2.2748 2020-06-17 22:48:56,178 - mmaction - INFO - Epoch [55][2620/3134] lr: 0.00100, eta: 22:58:35, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4281, top5_acc: 0.7188, loss_cls: 2.4822, loss: 2.4822 2020-06-17 22:49:07,754 - mmaction - INFO - Epoch [55][2640/3134] lr: 0.00100, eta: 22:58:23, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7125, loss_cls: 2.3176, loss: 2.3176 2020-06-17 22:49:19,314 - mmaction - INFO - Epoch [55][2660/3134] lr: 0.00100, eta: 22:58:11, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4469, top5_acc: 0.6750, loss_cls: 2.4883, loss: 2.4883 2020-06-17 22:49:30,928 - mmaction - INFO - Epoch [55][2680/3134] lr: 0.00100, eta: 22:58:00, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7031, loss_cls: 2.2710, loss: 2.2710 2020-06-17 22:49:42,547 - mmaction - INFO - Epoch [55][2700/3134] lr: 0.00100, eta: 22:57:48, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7719, loss_cls: 2.0021, loss: 2.0021 2020-06-17 22:49:54,227 - mmaction - INFO - Epoch [55][2720/3134] lr: 0.00100, eta: 22:57:36, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7312, loss_cls: 2.2013, loss: 2.2013 2020-06-17 22:50:05,889 - mmaction - INFO - Epoch [55][2740/3134] lr: 0.00100, eta: 22:57:24, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7250, loss_cls: 2.2576, loss: 2.2576 2020-06-17 22:50:17,433 - mmaction - INFO - Epoch [55][2760/3134] lr: 0.00100, eta: 22:57:13, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7250, loss_cls: 2.2830, loss: 2.2830 2020-06-17 22:50:29,084 - mmaction - INFO - Epoch [55][2780/3134] lr: 0.00100, eta: 22:57:01, time: 0.582, data_time: 0.000, memory: 8339, top1_acc: 0.4062, top5_acc: 0.6937, loss_cls: 2.5881, loss: 2.5881 2020-06-17 22:50:40,980 - mmaction - INFO - Epoch [55][2800/3134] lr: 0.00100, eta: 22:56:49, time: 0.594, data_time: 0.016, memory: 8339, top1_acc: 0.4125, top5_acc: 0.7125, loss_cls: 2.4467, loss: 2.4467 2020-06-17 22:50:52,584 - mmaction - INFO - Epoch [55][2820/3134] lr: 0.00100, eta: 22:56:38, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7531, loss_cls: 2.3009, loss: 2.3009 2020-06-17 22:51:04,245 - mmaction - INFO - Epoch [55][2840/3134] lr: 0.00100, eta: 22:56:26, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7750, loss_cls: 2.0735, loss: 2.0735 2020-06-17 22:51:15,863 - mmaction - INFO - Epoch [55][2860/3134] lr: 0.00100, eta: 22:56:14, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7094, loss_cls: 2.3221, loss: 2.3221 2020-06-17 22:51:27,529 - mmaction - INFO - Epoch [55][2880/3134] lr: 0.00100, eta: 22:56:03, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4500, top5_acc: 0.6875, loss_cls: 2.4196, loss: 2.4196 2020-06-17 22:51:39,150 - mmaction - INFO - Epoch [55][2900/3134] lr: 0.00100, eta: 22:55:51, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7375, loss_cls: 2.2149, loss: 2.2149 2020-06-17 22:51:50,970 - mmaction - INFO - Epoch [55][2920/3134] lr: 0.00100, eta: 22:55:39, time: 0.589, data_time: 0.003, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7219, loss_cls: 2.2901, loss: 2.2901 2020-06-17 22:52:02,718 - mmaction - INFO - Epoch [55][2940/3134] lr: 0.00100, eta: 22:55:28, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7031, loss_cls: 2.3546, loss: 2.3546 2020-06-17 22:52:14,305 - mmaction - INFO - Epoch [55][2960/3134] lr: 0.00100, eta: 22:55:16, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7188, loss_cls: 2.2628, loss: 2.2628 2020-06-17 22:52:26,053 - mmaction - INFO - Epoch [55][2980/3134] lr: 0.00100, eta: 22:55:04, time: 0.586, data_time: 0.006, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7125, loss_cls: 2.4413, loss: 2.4413 2020-06-17 22:52:37,725 - mmaction - INFO - Epoch [55][3000/3134] lr: 0.00100, eta: 22:54:52, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7156, loss_cls: 2.3359, loss: 2.3359 2020-06-17 22:52:49,403 - mmaction - INFO - Epoch [55][3020/3134] lr: 0.00100, eta: 22:54:41, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7281, loss_cls: 2.1987, loss: 2.1987 2020-06-17 22:53:01,028 - mmaction - INFO - Epoch [55][3040/3134] lr: 0.00100, eta: 22:54:29, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7000, loss_cls: 2.3836, loss: 2.3836 2020-06-17 22:53:12,667 - mmaction - INFO - Epoch [55][3060/3134] lr: 0.00100, eta: 22:54:17, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6719, loss_cls: 2.5571, loss: 2.5571 2020-06-17 22:53:24,336 - mmaction - INFO - Epoch [55][3080/3134] lr: 0.00100, eta: 22:54:06, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7063, loss_cls: 2.3012, loss: 2.3012 2020-06-17 22:53:35,968 - mmaction - INFO - Epoch [55][3100/3134] lr: 0.00100, eta: 22:53:54, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4094, top5_acc: 0.6969, loss_cls: 2.5568, loss: 2.5568 2020-06-17 22:53:47,701 - mmaction - INFO - Epoch [55][3120/3134] lr: 0.00100, eta: 22:53:42, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7063, loss_cls: 2.4416, loss: 2.4416 2020-06-17 22:54:22,449 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-17 22:54:23,707 - mmaction - INFO - top1_acc 0.2835 top5_acc 0.5370 2020-06-17 22:54:23,723 - mmaction - INFO - Epoch [55][3134/3134] lr: 0.00100, top1_acc: 0.2835, top5_acc: 0.5370 2020-06-17 22:54:38,963 - mmaction - INFO - Epoch [56][20/3134] lr: 0.00100, eta: 22:53:19, time: 0.761, data_time: 0.179, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7063, loss_cls: 2.2855, loss: 2.2855 2020-06-17 22:54:50,637 - mmaction - INFO - Epoch [56][40/3134] lr: 0.00100, eta: 22:53:07, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7688, loss_cls: 2.1489, loss: 2.1489 2020-06-17 22:55:02,316 - mmaction - INFO - Epoch [56][60/3134] lr: 0.00100, eta: 22:52:55, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7281, loss_cls: 2.3195, loss: 2.3195 2020-06-17 22:55:13,960 - mmaction - INFO - Epoch [56][80/3134] lr: 0.00100, eta: 22:52:43, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7656, loss_cls: 2.0872, loss: 2.0872 2020-06-17 22:55:25,633 - mmaction - INFO - Epoch [56][100/3134] lr: 0.00100, eta: 22:52:32, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7438, loss_cls: 2.3155, loss: 2.3155 2020-06-17 22:55:37,274 - mmaction - INFO - Epoch [56][120/3134] lr: 0.00100, eta: 22:52:20, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7406, loss_cls: 2.2390, loss: 2.2390 2020-06-17 22:55:48,927 - mmaction - INFO - Epoch [56][140/3134] lr: 0.00100, eta: 22:52:08, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7063, loss_cls: 2.2093, loss: 2.2093 2020-06-17 22:56:00,629 - mmaction - INFO - Epoch [56][160/3134] lr: 0.00100, eta: 22:51:57, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7531, loss_cls: 2.1791, loss: 2.1791 2020-06-17 22:56:12,212 - mmaction - INFO - Epoch [56][180/3134] lr: 0.00100, eta: 22:51:45, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7312, loss_cls: 2.3864, loss: 2.3864 2020-06-17 22:56:23,849 - mmaction - INFO - Epoch [56][200/3134] lr: 0.00100, eta: 22:51:33, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7063, loss_cls: 2.3100, loss: 2.3100 2020-06-17 22:56:35,589 - mmaction - INFO - Epoch [56][220/3134] lr: 0.00100, eta: 22:51:21, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7844, loss_cls: 2.0539, loss: 2.0539 2020-06-17 22:56:47,253 - mmaction - INFO - Epoch [56][240/3134] lr: 0.00100, eta: 22:51:10, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4344, top5_acc: 0.6906, loss_cls: 2.4074, loss: 2.4074 2020-06-17 22:56:58,864 - mmaction - INFO - Epoch [56][260/3134] lr: 0.00100, eta: 22:50:58, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7188, loss_cls: 2.2164, loss: 2.2164 2020-06-17 22:57:10,624 - mmaction - INFO - Epoch [56][280/3134] lr: 0.00100, eta: 22:50:46, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7531, loss_cls: 2.1021, loss: 2.1021 2020-06-17 22:57:22,216 - mmaction - INFO - Epoch [56][300/3134] lr: 0.00100, eta: 22:50:35, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7000, loss_cls: 2.3818, loss: 2.3818 2020-06-17 22:57:33,879 - mmaction - INFO - Epoch [56][320/3134] lr: 0.00100, eta: 22:50:23, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7250, loss_cls: 2.4161, loss: 2.4161 2020-06-17 22:57:45,493 - mmaction - INFO - Epoch [56][340/3134] lr: 0.00100, eta: 22:50:11, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7219, loss_cls: 2.2665, loss: 2.2665 2020-06-17 22:57:57,190 - mmaction - INFO - Epoch [56][360/3134] lr: 0.00100, eta: 22:49:59, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7469, loss_cls: 2.2710, loss: 2.2710 2020-06-17 22:58:08,736 - mmaction - INFO - Epoch [56][380/3134] lr: 0.00100, eta: 22:49:48, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7312, loss_cls: 2.2211, loss: 2.2211 2020-06-17 22:58:20,475 - mmaction - INFO - Epoch [56][400/3134] lr: 0.00100, eta: 22:49:36, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7125, loss_cls: 2.3981, loss: 2.3981 2020-06-17 22:58:32,144 - mmaction - INFO - Epoch [56][420/3134] lr: 0.00100, eta: 22:49:24, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7000, loss_cls: 2.4030, loss: 2.4030 2020-06-17 22:58:43,866 - mmaction - INFO - Epoch [56][440/3134] lr: 0.00100, eta: 22:49:13, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7469, loss_cls: 2.2194, loss: 2.2194 2020-06-17 22:58:55,453 - mmaction - INFO - Epoch [56][460/3134] lr: 0.00100, eta: 22:49:01, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.4781, top5_acc: 0.6969, loss_cls: 2.2559, loss: 2.2559 2020-06-17 22:59:07,122 - mmaction - INFO - Epoch [56][480/3134] lr: 0.00100, eta: 22:48:49, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4562, top5_acc: 0.6937, loss_cls: 2.3773, loss: 2.3773 2020-06-17 22:59:18,728 - mmaction - INFO - Epoch [56][500/3134] lr: 0.00100, eta: 22:48:37, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7219, loss_cls: 2.2355, loss: 2.2355 2020-06-17 22:59:30,443 - mmaction - INFO - Epoch [56][520/3134] lr: 0.00100, eta: 22:48:26, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7281, loss_cls: 2.1930, loss: 2.1930 2020-06-17 22:59:42,066 - mmaction - INFO - Epoch [56][540/3134] lr: 0.00100, eta: 22:48:14, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7594, loss_cls: 2.1396, loss: 2.1396 2020-06-17 22:59:53,683 - mmaction - INFO - Epoch [56][560/3134] lr: 0.00100, eta: 22:48:02, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4531, top5_acc: 0.6875, loss_cls: 2.5397, loss: 2.5397 2020-06-17 23:00:06,164 - mmaction - INFO - Epoch [56][580/3134] lr: 0.00100, eta: 22:47:51, time: 0.619, data_time: 0.002, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7094, loss_cls: 2.3812, loss: 2.3812 2020-06-17 23:00:18,258 - mmaction - INFO - Epoch [56][600/3134] lr: 0.00100, eta: 22:47:40, time: 0.610, data_time: 0.009, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7688, loss_cls: 2.1881, loss: 2.1881 2020-06-17 23:00:29,853 - mmaction - INFO - Epoch [56][620/3134] lr: 0.00100, eta: 22:47:28, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4562, top5_acc: 0.6687, loss_cls: 2.3472, loss: 2.3472 2020-06-17 23:00:41,465 - mmaction - INFO - Epoch [56][640/3134] lr: 0.00100, eta: 22:47:16, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7219, loss_cls: 2.2301, loss: 2.2301 2020-06-17 23:00:53,098 - mmaction - INFO - Epoch [56][660/3134] lr: 0.00100, eta: 22:47:05, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7000, loss_cls: 2.4416, loss: 2.4416 2020-06-17 23:01:04,733 - mmaction - INFO - Epoch [56][680/3134] lr: 0.00100, eta: 22:46:53, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7375, loss_cls: 2.2525, loss: 2.2525 2020-06-17 23:01:16,413 - mmaction - INFO - Epoch [56][700/3134] lr: 0.00100, eta: 22:46:41, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7094, loss_cls: 2.3988, loss: 2.3988 2020-06-17 23:01:28,073 - mmaction - INFO - Epoch [56][720/3134] lr: 0.00100, eta: 22:46:30, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7562, loss_cls: 2.1562, loss: 2.1562 2020-06-17 23:01:39,723 - mmaction - INFO - Epoch [56][740/3134] lr: 0.00100, eta: 22:46:18, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7375, loss_cls: 2.1710, loss: 2.1710 2020-06-17 23:01:51,427 - mmaction - INFO - Epoch [56][760/3134] lr: 0.00100, eta: 22:46:06, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7688, loss_cls: 2.1471, loss: 2.1471 2020-06-17 23:02:03,061 - mmaction - INFO - Epoch [56][780/3134] lr: 0.00100, eta: 22:45:54, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7531, loss_cls: 2.0780, loss: 2.0780 2020-06-17 23:02:14,681 - mmaction - INFO - Epoch [56][800/3134] lr: 0.00100, eta: 22:45:43, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7344, loss_cls: 2.2510, loss: 2.2510 2020-06-17 23:02:26,330 - mmaction - INFO - Epoch [56][820/3134] lr: 0.00100, eta: 22:45:31, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7000, loss_cls: 2.3790, loss: 2.3790 2020-06-17 23:02:38,055 - mmaction - INFO - Epoch [56][840/3134] lr: 0.00100, eta: 22:45:19, time: 0.587, data_time: 0.001, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7188, loss_cls: 2.3125, loss: 2.3125 2020-06-17 23:02:49,689 - mmaction - INFO - Epoch [56][860/3134] lr: 0.00100, eta: 22:45:08, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7125, loss_cls: 2.3064, loss: 2.3064 2020-06-17 23:03:01,398 - mmaction - INFO - Epoch [56][880/3134] lr: 0.00100, eta: 22:44:56, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6875, loss_cls: 2.5128, loss: 2.5128 2020-06-17 23:03:13,126 - mmaction - INFO - Epoch [56][900/3134] lr: 0.00100, eta: 22:44:44, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7375, loss_cls: 2.1443, loss: 2.1443 2020-06-17 23:03:24,756 - mmaction - INFO - Epoch [56][920/3134] lr: 0.00100, eta: 22:44:32, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7094, loss_cls: 2.3125, loss: 2.3125 2020-06-17 23:03:36,410 - mmaction - INFO - Epoch [56][940/3134] lr: 0.00100, eta: 22:44:21, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7406, loss_cls: 2.1709, loss: 2.1709 2020-06-17 23:03:48,061 - mmaction - INFO - Epoch [56][960/3134] lr: 0.00100, eta: 22:44:09, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7438, loss_cls: 2.2075, loss: 2.2075 2020-06-17 23:03:59,724 - mmaction - INFO - Epoch [56][980/3134] lr: 0.00100, eta: 22:43:57, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7469, loss_cls: 2.2691, loss: 2.2691 2020-06-17 23:04:11,355 - mmaction - INFO - Epoch [56][1000/3134] lr: 0.00100, eta: 22:43:46, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7469, loss_cls: 2.2369, loss: 2.2369 2020-06-17 23:04:23,048 - mmaction - INFO - Epoch [56][1020/3134] lr: 0.00100, eta: 22:43:34, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4250, top5_acc: 0.7000, loss_cls: 2.4398, loss: 2.4398 2020-06-17 23:04:34,705 - mmaction - INFO - Epoch [56][1040/3134] lr: 0.00100, eta: 22:43:22, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.6969, loss_cls: 2.3228, loss: 2.3228 2020-06-17 23:04:46,276 - mmaction - INFO - Epoch [56][1060/3134] lr: 0.00100, eta: 22:43:10, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7125, loss_cls: 2.3211, loss: 2.3211 2020-06-17 23:04:57,923 - mmaction - INFO - Epoch [56][1080/3134] lr: 0.00100, eta: 22:42:59, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7219, loss_cls: 2.3479, loss: 2.3479 2020-06-17 23:05:09,594 - mmaction - INFO - Epoch [56][1100/3134] lr: 0.00100, eta: 22:42:47, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7219, loss_cls: 2.3245, loss: 2.3245 2020-06-17 23:05:21,252 - mmaction - INFO - Epoch [56][1120/3134] lr: 0.00100, eta: 22:42:35, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7406, loss_cls: 2.2570, loss: 2.2570 2020-06-17 23:05:32,937 - mmaction - INFO - Epoch [56][1140/3134] lr: 0.00100, eta: 22:42:24, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7312, loss_cls: 2.2611, loss: 2.2611 2020-06-17 23:05:44,536 - mmaction - INFO - Epoch [56][1160/3134] lr: 0.00100, eta: 22:42:12, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7094, loss_cls: 2.3489, loss: 2.3489 2020-06-17 23:05:56,189 - mmaction - INFO - Epoch [56][1180/3134] lr: 0.00100, eta: 22:42:00, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7219, loss_cls: 2.2672, loss: 2.2672 2020-06-17 23:06:07,895 - mmaction - INFO - Epoch [56][1200/3134] lr: 0.00100, eta: 22:41:48, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.6875, loss_cls: 2.3693, loss: 2.3693 2020-06-17 23:06:19,591 - mmaction - INFO - Epoch [56][1220/3134] lr: 0.00100, eta: 22:41:37, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7812, loss_cls: 2.0895, loss: 2.0895 2020-06-17 23:06:31,210 - mmaction - INFO - Epoch [56][1240/3134] lr: 0.00100, eta: 22:41:25, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4375, top5_acc: 0.6813, loss_cls: 2.4529, loss: 2.4529 2020-06-17 23:06:42,821 - mmaction - INFO - Epoch [56][1260/3134] lr: 0.00100, eta: 22:41:13, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7375, loss_cls: 2.3323, loss: 2.3323 2020-06-17 23:06:54,597 - mmaction - INFO - Epoch [56][1280/3134] lr: 0.00100, eta: 22:41:02, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7844, loss_cls: 2.0323, loss: 2.0323 2020-06-17 23:07:06,241 - mmaction - INFO - Epoch [56][1300/3134] lr: 0.00100, eta: 22:40:50, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7219, loss_cls: 2.1462, loss: 2.1462 2020-06-17 23:07:17,872 - mmaction - INFO - Epoch [56][1320/3134] lr: 0.00100, eta: 22:40:38, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7500, loss_cls: 2.3318, loss: 2.3318 2020-06-17 23:07:29,583 - mmaction - INFO - Epoch [56][1340/3134] lr: 0.00100, eta: 22:40:27, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4250, top5_acc: 0.6937, loss_cls: 2.4754, loss: 2.4754 2020-06-17 23:07:41,207 - mmaction - INFO - Epoch [56][1360/3134] lr: 0.00100, eta: 22:40:15, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4344, top5_acc: 0.6937, loss_cls: 2.4946, loss: 2.4946 2020-06-17 23:07:52,860 - mmaction - INFO - Epoch [56][1380/3134] lr: 0.00100, eta: 22:40:03, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4156, top5_acc: 0.7156, loss_cls: 2.3506, loss: 2.3506 2020-06-17 23:08:04,476 - mmaction - INFO - Epoch [56][1400/3134] lr: 0.00100, eta: 22:39:51, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7531, loss_cls: 2.2581, loss: 2.2581 2020-06-17 23:08:16,161 - mmaction - INFO - Epoch [56][1420/3134] lr: 0.00100, eta: 22:39:40, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4250, top5_acc: 0.7000, loss_cls: 2.3433, loss: 2.3433 2020-06-17 23:08:27,772 - mmaction - INFO - Epoch [56][1440/3134] lr: 0.00100, eta: 22:39:28, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7656, loss_cls: 2.1938, loss: 2.1938 2020-06-17 23:08:39,363 - mmaction - INFO - Epoch [56][1460/3134] lr: 0.00100, eta: 22:39:16, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7562, loss_cls: 2.2036, loss: 2.2036 2020-06-17 23:08:51,029 - mmaction - INFO - Epoch [56][1480/3134] lr: 0.00100, eta: 22:39:04, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7281, loss_cls: 2.2598, loss: 2.2598 2020-06-17 23:09:02,715 - mmaction - INFO - Epoch [56][1500/3134] lr: 0.00100, eta: 22:38:53, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7219, loss_cls: 2.2557, loss: 2.2557 2020-06-17 23:09:14,357 - mmaction - INFO - Epoch [56][1520/3134] lr: 0.00100, eta: 22:38:41, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4437, top5_acc: 0.6906, loss_cls: 2.4710, loss: 2.4710 2020-06-17 23:09:25,903 - mmaction - INFO - Epoch [56][1540/3134] lr: 0.00100, eta: 22:38:29, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7594, loss_cls: 2.1228, loss: 2.1228 2020-06-17 23:09:37,500 - mmaction - INFO - Epoch [56][1560/3134] lr: 0.00100, eta: 22:38:18, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7000, loss_cls: 2.3644, loss: 2.3644 2020-06-17 23:09:49,115 - mmaction - INFO - Epoch [56][1580/3134] lr: 0.00100, eta: 22:38:06, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7375, loss_cls: 2.2569, loss: 2.2569 2020-06-17 23:10:00,704 - mmaction - INFO - Epoch [56][1600/3134] lr: 0.00100, eta: 22:37:54, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7250, loss_cls: 2.2844, loss: 2.2844 2020-06-17 23:10:12,331 - mmaction - INFO - Epoch [56][1620/3134] lr: 0.00100, eta: 22:37:42, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7719, loss_cls: 2.1080, loss: 2.1080 2020-06-17 23:10:23,988 - mmaction - INFO - Epoch [56][1640/3134] lr: 0.00100, eta: 22:37:31, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7406, loss_cls: 2.2312, loss: 2.2312 2020-06-17 23:10:35,575 - mmaction - INFO - Epoch [56][1660/3134] lr: 0.00100, eta: 22:37:19, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7406, loss_cls: 2.3853, loss: 2.3853 2020-06-17 23:10:47,227 - mmaction - INFO - Epoch [56][1680/3134] lr: 0.00100, eta: 22:37:07, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4531, top5_acc: 0.6750, loss_cls: 2.3787, loss: 2.3787 2020-06-17 23:10:58,943 - mmaction - INFO - Epoch [56][1700/3134] lr: 0.00100, eta: 22:36:55, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7688, loss_cls: 2.1270, loss: 2.1270 2020-06-17 23:11:10,573 - mmaction - INFO - Epoch [56][1720/3134] lr: 0.00100, eta: 22:36:44, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7188, loss_cls: 2.3103, loss: 2.3103 2020-06-17 23:11:22,177 - mmaction - INFO - Epoch [56][1740/3134] lr: 0.00100, eta: 22:36:32, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7406, loss_cls: 2.3561, loss: 2.3561 2020-06-17 23:11:33,827 - mmaction - INFO - Epoch [56][1760/3134] lr: 0.00100, eta: 22:36:20, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7156, loss_cls: 2.4652, loss: 2.4652 2020-06-17 23:11:45,428 - mmaction - INFO - Epoch [56][1780/3134] lr: 0.00100, eta: 22:36:08, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7312, loss_cls: 2.3217, loss: 2.3217 2020-06-17 23:11:56,988 - mmaction - INFO - Epoch [56][1800/3134] lr: 0.00100, eta: 22:35:57, time: 0.577, data_time: 0.000, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7719, loss_cls: 2.1304, loss: 2.1304 2020-06-17 23:12:08,587 - mmaction - INFO - Epoch [56][1820/3134] lr: 0.00100, eta: 22:35:45, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7156, loss_cls: 2.3601, loss: 2.3601 2020-06-17 23:12:20,302 - mmaction - INFO - Epoch [56][1840/3134] lr: 0.00100, eta: 22:35:33, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7188, loss_cls: 2.2835, loss: 2.2835 2020-06-17 23:12:31,881 - mmaction - INFO - Epoch [56][1860/3134] lr: 0.00100, eta: 22:35:21, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7281, loss_cls: 2.3065, loss: 2.3065 2020-06-17 23:12:43,502 - mmaction - INFO - Epoch [56][1880/3134] lr: 0.00100, eta: 22:35:10, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7375, loss_cls: 2.2107, loss: 2.2107 2020-06-17 23:12:55,207 - mmaction - INFO - Epoch [56][1900/3134] lr: 0.00100, eta: 22:34:58, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4250, top5_acc: 0.7281, loss_cls: 2.4320, loss: 2.4320 2020-06-17 23:13:06,893 - mmaction - INFO - Epoch [56][1920/3134] lr: 0.00100, eta: 22:34:46, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7063, loss_cls: 2.4046, loss: 2.4046 2020-06-17 23:13:18,543 - mmaction - INFO - Epoch [56][1940/3134] lr: 0.00100, eta: 22:34:35, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7469, loss_cls: 2.1943, loss: 2.1943 2020-06-17 23:13:30,222 - mmaction - INFO - Epoch [56][1960/3134] lr: 0.00100, eta: 22:34:23, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7281, loss_cls: 2.1602, loss: 2.1602 2020-06-17 23:13:41,820 - mmaction - INFO - Epoch [56][1980/3134] lr: 0.00100, eta: 22:34:11, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7219, loss_cls: 2.2783, loss: 2.2783 2020-06-17 23:13:53,467 - mmaction - INFO - Epoch [56][2000/3134] lr: 0.00100, eta: 22:33:59, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7531, loss_cls: 2.1999, loss: 2.1999 2020-06-17 23:14:05,105 - mmaction - INFO - Epoch [56][2020/3134] lr: 0.00100, eta: 22:33:48, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7000, loss_cls: 2.3326, loss: 2.3326 2020-06-17 23:14:16,656 - mmaction - INFO - Epoch [56][2040/3134] lr: 0.00100, eta: 22:33:36, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7000, loss_cls: 2.3812, loss: 2.3812 2020-06-17 23:14:28,281 - mmaction - INFO - Epoch [56][2060/3134] lr: 0.00100, eta: 22:33:24, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4344, top5_acc: 0.6937, loss_cls: 2.4790, loss: 2.4790 2020-06-17 23:14:39,932 - mmaction - INFO - Epoch [56][2080/3134] lr: 0.00100, eta: 22:33:13, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4219, top5_acc: 0.7063, loss_cls: 2.5616, loss: 2.5616 2020-06-17 23:14:51,555 - mmaction - INFO - Epoch [56][2100/3134] lr: 0.00100, eta: 22:33:01, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7844, loss_cls: 2.0301, loss: 2.0301 2020-06-17 23:15:03,235 - mmaction - INFO - Epoch [56][2120/3134] lr: 0.00100, eta: 22:32:49, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4250, top5_acc: 0.6750, loss_cls: 2.5216, loss: 2.5216 2020-06-17 23:15:14,853 - mmaction - INFO - Epoch [56][2140/3134] lr: 0.00100, eta: 22:32:37, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7344, loss_cls: 2.2254, loss: 2.2254 2020-06-17 23:15:26,412 - mmaction - INFO - Epoch [56][2160/3134] lr: 0.00100, eta: 22:32:26, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7438, loss_cls: 2.1739, loss: 2.1739 2020-06-17 23:15:38,021 - mmaction - INFO - Epoch [56][2180/3134] lr: 0.00100, eta: 22:32:14, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7094, loss_cls: 2.3176, loss: 2.3176 2020-06-17 23:16:02,668 - mmaction - INFO - Epoch [56][2200/3134] lr: 0.00100, eta: 22:32:12, time: 1.232, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7094, loss_cls: 2.3678, loss: 2.3678 2020-06-17 23:16:14,307 - mmaction - INFO - Epoch [56][2220/3134] lr: 0.00100, eta: 22:32:01, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7312, loss_cls: 2.2338, loss: 2.2338 2020-06-17 23:16:25,939 - mmaction - INFO - Epoch [56][2240/3134] lr: 0.00100, eta: 22:31:49, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7063, loss_cls: 2.4669, loss: 2.4669 2020-06-17 23:16:37,507 - mmaction - INFO - Epoch [56][2260/3134] lr: 0.00100, eta: 22:31:37, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.4188, top5_acc: 0.7312, loss_cls: 2.4323, loss: 2.4323 2020-06-17 23:16:49,131 - mmaction - INFO - Epoch [56][2280/3134] lr: 0.00100, eta: 22:31:25, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7344, loss_cls: 2.3445, loss: 2.3445 2020-06-17 23:17:00,768 - mmaction - INFO - Epoch [56][2300/3134] lr: 0.00100, eta: 22:31:14, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7000, loss_cls: 2.4442, loss: 2.4442 2020-06-17 23:17:12,447 - mmaction - INFO - Epoch [56][2320/3134] lr: 0.00100, eta: 22:31:02, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7281, loss_cls: 2.3530, loss: 2.3530 2020-06-17 23:17:24,099 - mmaction - INFO - Epoch [56][2340/3134] lr: 0.00100, eta: 22:30:50, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7188, loss_cls: 2.3077, loss: 2.3077 2020-06-17 23:17:35,676 - mmaction - INFO - Epoch [56][2360/3134] lr: 0.00100, eta: 22:30:39, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7188, loss_cls: 2.2409, loss: 2.2409 2020-06-17 23:17:47,304 - mmaction - INFO - Epoch [56][2380/3134] lr: 0.00100, eta: 22:30:27, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7625, loss_cls: 2.1890, loss: 2.1890 2020-06-17 23:17:58,894 - mmaction - INFO - Epoch [56][2400/3134] lr: 0.00100, eta: 22:30:15, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7438, loss_cls: 2.1844, loss: 2.1844 2020-06-17 23:18:10,629 - mmaction - INFO - Epoch [56][2420/3134] lr: 0.00100, eta: 22:30:03, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7000, loss_cls: 2.4538, loss: 2.4538 2020-06-17 23:18:22,255 - mmaction - INFO - Epoch [56][2440/3134] lr: 0.00100, eta: 22:29:52, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7188, loss_cls: 2.2876, loss: 2.2876 2020-06-17 23:18:33,911 - mmaction - INFO - Epoch [56][2460/3134] lr: 0.00100, eta: 22:29:40, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7000, loss_cls: 2.3717, loss: 2.3717 2020-06-17 23:18:45,618 - mmaction - INFO - Epoch [56][2480/3134] lr: 0.00100, eta: 22:29:28, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.4562, top5_acc: 0.6969, loss_cls: 2.4085, loss: 2.4085 2020-06-17 23:18:57,284 - mmaction - INFO - Epoch [56][2500/3134] lr: 0.00100, eta: 22:29:17, time: 0.583, data_time: 0.000, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7250, loss_cls: 2.2541, loss: 2.2541 2020-06-17 23:19:08,882 - mmaction - INFO - Epoch [56][2520/3134] lr: 0.00100, eta: 22:29:05, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4500, top5_acc: 0.6937, loss_cls: 2.4256, loss: 2.4256 2020-06-17 23:19:20,501 - mmaction - INFO - Epoch [56][2540/3134] lr: 0.00100, eta: 22:28:53, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7406, loss_cls: 2.2780, loss: 2.2780 2020-06-17 23:19:32,074 - mmaction - INFO - Epoch [56][2560/3134] lr: 0.00100, eta: 22:28:41, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4281, top5_acc: 0.7375, loss_cls: 2.3332, loss: 2.3332 2020-06-17 23:19:43,692 - mmaction - INFO - Epoch [56][2580/3134] lr: 0.00100, eta: 22:28:30, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7250, loss_cls: 2.2649, loss: 2.2649 2020-06-17 23:19:55,393 - mmaction - INFO - Epoch [56][2600/3134] lr: 0.00100, eta: 22:28:18, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4469, top5_acc: 0.6875, loss_cls: 2.3958, loss: 2.3958 2020-06-17 23:20:07,039 - mmaction - INFO - Epoch [56][2620/3134] lr: 0.00100, eta: 22:28:06, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7063, loss_cls: 2.5278, loss: 2.5278 2020-06-17 23:20:18,620 - mmaction - INFO - Epoch [56][2640/3134] lr: 0.00100, eta: 22:27:54, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7094, loss_cls: 2.3812, loss: 2.3812 2020-06-17 23:20:30,263 - mmaction - INFO - Epoch [56][2660/3134] lr: 0.00100, eta: 22:27:43, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7156, loss_cls: 2.2509, loss: 2.2509 2020-06-17 23:20:41,985 - mmaction - INFO - Epoch [56][2680/3134] lr: 0.00100, eta: 22:27:31, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.4375, top5_acc: 0.6937, loss_cls: 2.5518, loss: 2.5518 2020-06-17 23:20:53,606 - mmaction - INFO - Epoch [56][2700/3134] lr: 0.00100, eta: 22:27:19, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7281, loss_cls: 2.2708, loss: 2.2708 2020-06-17 23:21:05,340 - mmaction - INFO - Epoch [56][2720/3134] lr: 0.00100, eta: 22:27:08, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.6937, loss_cls: 2.3839, loss: 2.3839 2020-06-17 23:21:16,973 - mmaction - INFO - Epoch [56][2740/3134] lr: 0.00100, eta: 22:26:56, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7312, loss_cls: 2.2419, loss: 2.2419 2020-06-17 23:21:28,523 - mmaction - INFO - Epoch [56][2760/3134] lr: 0.00100, eta: 22:26:44, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7219, loss_cls: 2.3654, loss: 2.3654 2020-06-17 23:21:40,140 - mmaction - INFO - Epoch [56][2780/3134] lr: 0.00100, eta: 22:26:32, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7031, loss_cls: 2.3038, loss: 2.3038 2020-06-17 23:21:51,825 - mmaction - INFO - Epoch [56][2800/3134] lr: 0.00100, eta: 22:26:21, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.3937, top5_acc: 0.7063, loss_cls: 2.4991, loss: 2.4991 2020-06-17 23:22:03,529 - mmaction - INFO - Epoch [56][2820/3134] lr: 0.00100, eta: 22:26:09, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7406, loss_cls: 2.2303, loss: 2.2303 2020-06-17 23:22:15,108 - mmaction - INFO - Epoch [56][2840/3134] lr: 0.00100, eta: 22:25:57, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4594, top5_acc: 0.6937, loss_cls: 2.3394, loss: 2.3394 2020-06-17 23:22:26,793 - mmaction - INFO - Epoch [56][2860/3134] lr: 0.00100, eta: 22:25:45, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7719, loss_cls: 2.0650, loss: 2.0650 2020-06-17 23:22:38,395 - mmaction - INFO - Epoch [56][2880/3134] lr: 0.00100, eta: 22:25:34, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7219, loss_cls: 2.2922, loss: 2.2922 2020-06-17 23:22:50,092 - mmaction - INFO - Epoch [56][2900/3134] lr: 0.00100, eta: 22:25:22, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.4750, top5_acc: 0.6937, loss_cls: 2.4032, loss: 2.4032 2020-06-17 23:23:01,728 - mmaction - INFO - Epoch [56][2920/3134] lr: 0.00100, eta: 22:25:10, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4469, top5_acc: 0.6750, loss_cls: 2.3908, loss: 2.3908 2020-06-17 23:23:13,375 - mmaction - INFO - Epoch [56][2940/3134] lr: 0.00100, eta: 22:24:59, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4344, top5_acc: 0.6594, loss_cls: 2.4644, loss: 2.4644 2020-06-17 23:23:24,971 - mmaction - INFO - Epoch [56][2960/3134] lr: 0.00100, eta: 22:24:47, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7750, loss_cls: 2.1039, loss: 2.1039 2020-06-17 23:23:36,641 - mmaction - INFO - Epoch [56][2980/3134] lr: 0.00100, eta: 22:24:35, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7344, loss_cls: 2.2427, loss: 2.2427 2020-06-17 23:23:48,316 - mmaction - INFO - Epoch [56][3000/3134] lr: 0.00100, eta: 22:24:23, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7594, loss_cls: 2.2609, loss: 2.2609 2020-06-17 23:24:00,009 - mmaction - INFO - Epoch [56][3020/3134] lr: 0.00100, eta: 22:24:12, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7438, loss_cls: 2.1672, loss: 2.1672 2020-06-17 23:24:11,592 - mmaction - INFO - Epoch [56][3040/3134] lr: 0.00100, eta: 22:24:00, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7375, loss_cls: 2.1523, loss: 2.1523 2020-06-17 23:24:23,246 - mmaction - INFO - Epoch [56][3060/3134] lr: 0.00100, eta: 22:23:48, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7406, loss_cls: 2.1725, loss: 2.1725 2020-06-17 23:24:34,864 - mmaction - INFO - Epoch [56][3080/3134] lr: 0.00100, eta: 22:23:37, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7500, loss_cls: 2.1209, loss: 2.1209 2020-06-17 23:24:46,535 - mmaction - INFO - Epoch [56][3100/3134] lr: 0.00100, eta: 22:23:25, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4281, top5_acc: 0.7438, loss_cls: 2.2481, loss: 2.2481 2020-06-17 23:24:58,133 - mmaction - INFO - Epoch [56][3120/3134] lr: 0.00100, eta: 22:23:13, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4844, top5_acc: 0.6813, loss_cls: 2.3265, loss: 2.3265 2020-06-17 23:25:35,645 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-17 23:25:36,902 - mmaction - INFO - top1_acc 0.2843 top5_acc 0.5355 2020-06-17 23:25:36,918 - mmaction - INFO - Epoch [56][3134/3134] lr: 0.00100, top1_acc: 0.2843, top5_acc: 0.5355 2020-06-17 23:25:52,104 - mmaction - INFO - Epoch [57][20/3134] lr: 0.00100, eta: 22:22:49, time: 0.759, data_time: 0.181, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7094, loss_cls: 2.3899, loss: 2.3899 2020-06-17 23:26:03,869 - mmaction - INFO - Epoch [57][40/3134] lr: 0.00100, eta: 22:22:38, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7375, loss_cls: 2.1295, loss: 2.1295 2020-06-17 23:26:15,592 - mmaction - INFO - Epoch [57][60/3134] lr: 0.00100, eta: 22:22:26, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7250, loss_cls: 2.2071, loss: 2.2071 2020-06-17 23:26:27,278 - mmaction - INFO - Epoch [57][80/3134] lr: 0.00100, eta: 22:22:15, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7469, loss_cls: 2.0453, loss: 2.0453 2020-06-17 23:26:38,989 - mmaction - INFO - Epoch [57][100/3134] lr: 0.00100, eta: 22:22:03, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7500, loss_cls: 2.1706, loss: 2.1706 2020-06-17 23:26:50,689 - mmaction - INFO - Epoch [57][120/3134] lr: 0.00100, eta: 22:21:51, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7094, loss_cls: 2.3877, loss: 2.3877 2020-06-17 23:27:02,323 - mmaction - INFO - Epoch [57][140/3134] lr: 0.00100, eta: 22:21:39, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4188, top5_acc: 0.7594, loss_cls: 2.1960, loss: 2.1960 2020-06-17 23:27:13,981 - mmaction - INFO - Epoch [57][160/3134] lr: 0.00100, eta: 22:21:28, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7031, loss_cls: 2.2991, loss: 2.2991 2020-06-17 23:27:25,665 - mmaction - INFO - Epoch [57][180/3134] lr: 0.00100, eta: 22:21:16, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7000, loss_cls: 2.3188, loss: 2.3188 2020-06-17 23:27:37,304 - mmaction - INFO - Epoch [57][200/3134] lr: 0.00100, eta: 22:21:04, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4656, top5_acc: 0.6813, loss_cls: 2.3513, loss: 2.3513 2020-06-17 23:27:49,040 - mmaction - INFO - Epoch [57][220/3134] lr: 0.00100, eta: 22:20:53, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7344, loss_cls: 2.2417, loss: 2.2417 2020-06-17 23:28:00,818 - mmaction - INFO - Epoch [57][240/3134] lr: 0.00100, eta: 22:20:41, time: 0.589, data_time: 0.001, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7312, loss_cls: 2.2397, loss: 2.2397 2020-06-17 23:28:12,520 - mmaction - INFO - Epoch [57][260/3134] lr: 0.00100, eta: 22:20:29, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7469, loss_cls: 2.2769, loss: 2.2769 2020-06-17 23:28:24,128 - mmaction - INFO - Epoch [57][280/3134] lr: 0.00100, eta: 22:20:18, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7344, loss_cls: 2.3167, loss: 2.3167 2020-06-17 23:28:35,723 - mmaction - INFO - Epoch [57][300/3134] lr: 0.00100, eta: 22:20:06, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7438, loss_cls: 2.1700, loss: 2.1700 2020-06-17 23:28:47,446 - mmaction - INFO - Epoch [57][320/3134] lr: 0.00100, eta: 22:19:54, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7250, loss_cls: 2.3968, loss: 2.3968 2020-06-17 23:28:59,168 - mmaction - INFO - Epoch [57][340/3134] lr: 0.00100, eta: 22:19:43, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7406, loss_cls: 2.1703, loss: 2.1703 2020-06-17 23:29:10,827 - mmaction - INFO - Epoch [57][360/3134] lr: 0.00100, eta: 22:19:31, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4719, top5_acc: 0.6969, loss_cls: 2.3482, loss: 2.3482 2020-06-17 23:29:22,511 - mmaction - INFO - Epoch [57][380/3134] lr: 0.00100, eta: 22:19:19, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7281, loss_cls: 2.3054, loss: 2.3054 2020-06-17 23:29:34,225 - mmaction - INFO - Epoch [57][400/3134] lr: 0.00100, eta: 22:19:07, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.4500, top5_acc: 0.6781, loss_cls: 2.4095, loss: 2.4095 2020-06-17 23:29:45,925 - mmaction - INFO - Epoch [57][420/3134] lr: 0.00100, eta: 22:18:56, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7625, loss_cls: 2.0877, loss: 2.0877 2020-06-17 23:29:57,602 - mmaction - INFO - Epoch [57][440/3134] lr: 0.00100, eta: 22:18:44, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4250, top5_acc: 0.6969, loss_cls: 2.4570, loss: 2.4570 2020-06-17 23:30:09,269 - mmaction - INFO - Epoch [57][460/3134] lr: 0.00100, eta: 22:18:32, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4500, top5_acc: 0.6969, loss_cls: 2.3576, loss: 2.3576 2020-06-17 23:30:20,892 - mmaction - INFO - Epoch [57][480/3134] lr: 0.00100, eta: 22:18:21, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7094, loss_cls: 2.4144, loss: 2.4144 2020-06-17 23:30:32,583 - mmaction - INFO - Epoch [57][500/3134] lr: 0.00100, eta: 22:18:09, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7406, loss_cls: 2.3424, loss: 2.3424 2020-06-17 23:30:44,283 - mmaction - INFO - Epoch [57][520/3134] lr: 0.00100, eta: 22:17:57, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7156, loss_cls: 2.3190, loss: 2.3190 2020-06-17 23:30:55,936 - mmaction - INFO - Epoch [57][540/3134] lr: 0.00100, eta: 22:17:46, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7469, loss_cls: 2.3214, loss: 2.3214 2020-06-17 23:31:07,611 - mmaction - INFO - Epoch [57][560/3134] lr: 0.00100, eta: 22:17:34, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.4281, top5_acc: 0.7094, loss_cls: 2.4208, loss: 2.4208 2020-06-17 23:31:19,333 - mmaction - INFO - Epoch [57][580/3134] lr: 0.00100, eta: 22:17:22, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7375, loss_cls: 2.3569, loss: 2.3569 2020-06-17 23:31:30,952 - mmaction - INFO - Epoch [57][600/3134] lr: 0.00100, eta: 22:17:10, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7531, loss_cls: 2.3177, loss: 2.3177 2020-06-17 23:31:42,675 - mmaction - INFO - Epoch [57][620/3134] lr: 0.00100, eta: 22:16:59, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7125, loss_cls: 2.3817, loss: 2.3817 2020-06-17 23:31:54,290 - mmaction - INFO - Epoch [57][640/3134] lr: 0.00100, eta: 22:16:47, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7375, loss_cls: 2.2773, loss: 2.2773 2020-06-17 23:32:05,930 - mmaction - INFO - Epoch [57][660/3134] lr: 0.00100, eta: 22:16:35, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7438, loss_cls: 2.2134, loss: 2.2134 2020-06-17 23:32:17,604 - mmaction - INFO - Epoch [57][680/3134] lr: 0.00100, eta: 22:16:24, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6937, loss_cls: 2.3960, loss: 2.3960 2020-06-17 23:32:29,192 - mmaction - INFO - Epoch [57][700/3134] lr: 0.00100, eta: 22:16:12, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7344, loss_cls: 2.2407, loss: 2.2407 2020-06-17 23:32:40,857 - mmaction - INFO - Epoch [57][720/3134] lr: 0.00100, eta: 22:16:00, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7375, loss_cls: 2.2818, loss: 2.2818 2020-06-17 23:32:52,519 - mmaction - INFO - Epoch [57][740/3134] lr: 0.00100, eta: 22:15:48, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7156, loss_cls: 2.2803, loss: 2.2803 2020-06-17 23:33:04,246 - mmaction - INFO - Epoch [57][760/3134] lr: 0.00100, eta: 22:15:37, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7219, loss_cls: 2.2576, loss: 2.2576 2020-06-17 23:33:15,902 - mmaction - INFO - Epoch [57][780/3134] lr: 0.00100, eta: 22:15:25, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7531, loss_cls: 2.2477, loss: 2.2477 2020-06-17 23:33:27,542 - mmaction - INFO - Epoch [57][800/3134] lr: 0.00100, eta: 22:15:13, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7406, loss_cls: 2.1982, loss: 2.1982 2020-06-17 23:33:39,187 - mmaction - INFO - Epoch [57][820/3134] lr: 0.00100, eta: 22:15:02, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7000, loss_cls: 2.3430, loss: 2.3430 2020-06-17 23:33:50,851 - mmaction - INFO - Epoch [57][840/3134] lr: 0.00100, eta: 22:14:50, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7375, loss_cls: 2.3129, loss: 2.3129 2020-06-17 23:34:02,524 - mmaction - INFO - Epoch [57][860/3134] lr: 0.00100, eta: 22:14:38, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.4437, top5_acc: 0.6937, loss_cls: 2.3697, loss: 2.3697 2020-06-17 23:34:14,230 - mmaction - INFO - Epoch [57][880/3134] lr: 0.00100, eta: 22:14:27, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7312, loss_cls: 2.2957, loss: 2.2957 2020-06-17 23:34:25,933 - mmaction - INFO - Epoch [57][900/3134] lr: 0.00100, eta: 22:14:15, time: 0.589, data_time: 0.005, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7094, loss_cls: 2.3971, loss: 2.3971 2020-06-17 23:34:37,613 - mmaction - INFO - Epoch [57][920/3134] lr: 0.00100, eta: 22:14:03, time: 0.584, data_time: 0.000, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7250, loss_cls: 2.2491, loss: 2.2491 2020-06-17 23:34:49,266 - mmaction - INFO - Epoch [57][940/3134] lr: 0.00100, eta: 22:13:52, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7344, loss_cls: 2.2715, loss: 2.2715 2020-06-17 23:35:00,917 - mmaction - INFO - Epoch [57][960/3134] lr: 0.00100, eta: 22:13:40, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7063, loss_cls: 2.3922, loss: 2.3922 2020-06-17 23:35:12,616 - mmaction - INFO - Epoch [57][980/3134] lr: 0.00100, eta: 22:13:28, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4219, top5_acc: 0.6781, loss_cls: 2.4886, loss: 2.4886 2020-06-17 23:35:24,263 - mmaction - INFO - Epoch [57][1000/3134] lr: 0.00100, eta: 22:13:16, time: 0.586, data_time: 0.005, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7031, loss_cls: 2.3554, loss: 2.3554 2020-06-17 23:35:35,927 - mmaction - INFO - Epoch [57][1020/3134] lr: 0.00100, eta: 22:13:05, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7063, loss_cls: 2.2715, loss: 2.2715 2020-06-17 23:35:47,591 - mmaction - INFO - Epoch [57][1040/3134] lr: 0.00100, eta: 22:12:53, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7250, loss_cls: 2.3733, loss: 2.3733 2020-06-17 23:35:59,288 - mmaction - INFO - Epoch [57][1060/3134] lr: 0.00100, eta: 22:12:41, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7188, loss_cls: 2.3440, loss: 2.3440 2020-06-17 23:36:10,911 - mmaction - INFO - Epoch [57][1080/3134] lr: 0.00100, eta: 22:12:30, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4562, top5_acc: 0.6875, loss_cls: 2.3538, loss: 2.3538 2020-06-17 23:36:22,590 - mmaction - INFO - Epoch [57][1100/3134] lr: 0.00100, eta: 22:12:18, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7063, loss_cls: 2.4507, loss: 2.4507 2020-06-17 23:36:34,242 - mmaction - INFO - Epoch [57][1120/3134] lr: 0.00100, eta: 22:12:06, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7500, loss_cls: 2.2815, loss: 2.2815 2020-06-17 23:36:45,827 - mmaction - INFO - Epoch [57][1140/3134] lr: 0.00100, eta: 22:11:54, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7625, loss_cls: 2.2345, loss: 2.2345 2020-06-17 23:36:57,485 - mmaction - INFO - Epoch [57][1160/3134] lr: 0.00100, eta: 22:11:43, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4500, top5_acc: 0.6813, loss_cls: 2.3131, loss: 2.3131 2020-06-17 23:37:09,140 - mmaction - INFO - Epoch [57][1180/3134] lr: 0.00100, eta: 22:11:31, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7562, loss_cls: 2.0793, loss: 2.0793 2020-06-17 23:37:20,747 - mmaction - INFO - Epoch [57][1200/3134] lr: 0.00100, eta: 22:11:19, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4469, top5_acc: 0.6937, loss_cls: 2.4613, loss: 2.4613 2020-06-17 23:37:32,439 - mmaction - INFO - Epoch [57][1220/3134] lr: 0.00100, eta: 22:11:08, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7406, loss_cls: 2.2462, loss: 2.2462 2020-06-17 23:37:44,090 - mmaction - INFO - Epoch [57][1240/3134] lr: 0.00100, eta: 22:10:56, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7281, loss_cls: 2.2271, loss: 2.2271 2020-06-17 23:37:55,746 - mmaction - INFO - Epoch [57][1260/3134] lr: 0.00100, eta: 22:10:44, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7156, loss_cls: 2.3338, loss: 2.3338 2020-06-17 23:38:07,374 - mmaction - INFO - Epoch [57][1280/3134] lr: 0.00100, eta: 22:10:32, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7281, loss_cls: 2.3151, loss: 2.3151 2020-06-17 23:38:19,031 - mmaction - INFO - Epoch [57][1300/3134] lr: 0.00100, eta: 22:10:21, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7156, loss_cls: 2.3355, loss: 2.3355 2020-06-17 23:38:30,737 - mmaction - INFO - Epoch [57][1320/3134] lr: 0.00100, eta: 22:10:09, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7063, loss_cls: 2.3327, loss: 2.3327 2020-06-17 23:38:42,364 - mmaction - INFO - Epoch [57][1340/3134] lr: 0.00100, eta: 22:09:57, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.6906, loss_cls: 2.4552, loss: 2.4552 2020-06-17 23:38:54,002 - mmaction - INFO - Epoch [57][1360/3134] lr: 0.00100, eta: 22:09:46, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7188, loss_cls: 2.3613, loss: 2.3613 2020-06-17 23:39:05,632 - mmaction - INFO - Epoch [57][1380/3134] lr: 0.00100, eta: 22:09:34, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4219, top5_acc: 0.7156, loss_cls: 2.4249, loss: 2.4249 2020-06-17 23:39:17,337 - mmaction - INFO - Epoch [57][1400/3134] lr: 0.00100, eta: 22:09:22, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7594, loss_cls: 2.1600, loss: 2.1600 2020-06-17 23:39:28,958 - mmaction - INFO - Epoch [57][1420/3134] lr: 0.00100, eta: 22:09:10, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7188, loss_cls: 2.2441, loss: 2.2441 2020-06-17 23:39:40,651 - mmaction - INFO - Epoch [57][1440/3134] lr: 0.00100, eta: 22:08:59, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7094, loss_cls: 2.3339, loss: 2.3339 2020-06-17 23:39:52,257 - mmaction - INFO - Epoch [57][1460/3134] lr: 0.00100, eta: 22:08:47, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7500, loss_cls: 2.2099, loss: 2.2099 2020-06-17 23:40:03,897 - mmaction - INFO - Epoch [57][1480/3134] lr: 0.00100, eta: 22:08:35, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4344, top5_acc: 0.6844, loss_cls: 2.4698, loss: 2.4698 2020-06-17 23:40:15,512 - mmaction - INFO - Epoch [57][1500/3134] lr: 0.00100, eta: 22:08:23, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7375, loss_cls: 2.2363, loss: 2.2363 2020-06-17 23:40:27,163 - mmaction - INFO - Epoch [57][1520/3134] lr: 0.00100, eta: 22:08:12, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7438, loss_cls: 2.1865, loss: 2.1865 2020-06-17 23:40:38,826 - mmaction - INFO - Epoch [57][1540/3134] lr: 0.00100, eta: 22:08:00, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4156, top5_acc: 0.7250, loss_cls: 2.4019, loss: 2.4019 2020-06-17 23:40:50,456 - mmaction - INFO - Epoch [57][1560/3134] lr: 0.00100, eta: 22:07:48, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7438, loss_cls: 2.1393, loss: 2.1393 2020-06-17 23:41:02,093 - mmaction - INFO - Epoch [57][1580/3134] lr: 0.00100, eta: 22:07:37, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7156, loss_cls: 2.2810, loss: 2.2810 2020-06-17 23:41:13,716 - mmaction - INFO - Epoch [57][1600/3134] lr: 0.00100, eta: 22:07:25, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7063, loss_cls: 2.3621, loss: 2.3621 2020-06-17 23:41:25,346 - mmaction - INFO - Epoch [57][1620/3134] lr: 0.00100, eta: 22:07:13, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7156, loss_cls: 2.3165, loss: 2.3165 2020-06-17 23:41:37,049 - mmaction - INFO - Epoch [57][1640/3134] lr: 0.00100, eta: 22:07:01, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7625, loss_cls: 2.0594, loss: 2.0594 2020-06-17 23:41:48,694 - mmaction - INFO - Epoch [57][1660/3134] lr: 0.00100, eta: 22:06:50, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7250, loss_cls: 2.3053, loss: 2.3053 2020-06-17 23:42:00,413 - mmaction - INFO - Epoch [57][1680/3134] lr: 0.00100, eta: 22:06:38, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.2908, loss: 2.2908 2020-06-17 23:42:12,164 - mmaction - INFO - Epoch [57][1700/3134] lr: 0.00100, eta: 22:06:26, time: 0.588, data_time: 0.002, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7406, loss_cls: 2.2423, loss: 2.2423 2020-06-17 23:42:23,762 - mmaction - INFO - Epoch [57][1720/3134] lr: 0.00100, eta: 22:06:15, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4219, top5_acc: 0.7125, loss_cls: 2.3852, loss: 2.3852 2020-06-17 23:42:35,457 - mmaction - INFO - Epoch [57][1740/3134] lr: 0.00100, eta: 22:06:03, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4188, top5_acc: 0.7250, loss_cls: 2.4278, loss: 2.4278 2020-06-17 23:42:47,060 - mmaction - INFO - Epoch [57][1760/3134] lr: 0.00100, eta: 22:05:51, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7219, loss_cls: 2.4064, loss: 2.4064 2020-06-17 23:42:58,677 - mmaction - INFO - Epoch [57][1780/3134] lr: 0.00100, eta: 22:05:40, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7188, loss_cls: 2.1834, loss: 2.1834 2020-06-17 23:43:10,416 - mmaction - INFO - Epoch [57][1800/3134] lr: 0.00100, eta: 22:05:28, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7250, loss_cls: 2.2611, loss: 2.2611 2020-06-17 23:43:22,085 - mmaction - INFO - Epoch [57][1820/3134] lr: 0.00100, eta: 22:05:16, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7188, loss_cls: 2.2749, loss: 2.2749 2020-06-17 23:43:33,695 - mmaction - INFO - Epoch [57][1840/3134] lr: 0.00100, eta: 22:05:04, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7656, loss_cls: 2.1530, loss: 2.1530 2020-06-17 23:43:45,369 - mmaction - INFO - Epoch [57][1860/3134] lr: 0.00100, eta: 22:04:53, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7031, loss_cls: 2.3799, loss: 2.3799 2020-06-17 23:43:56,957 - mmaction - INFO - Epoch [57][1880/3134] lr: 0.00100, eta: 22:04:41, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7469, loss_cls: 2.1328, loss: 2.1328 2020-06-17 23:44:08,604 - mmaction - INFO - Epoch [57][1900/3134] lr: 0.00100, eta: 22:04:29, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7063, loss_cls: 2.2728, loss: 2.2728 2020-06-17 23:44:20,268 - mmaction - INFO - Epoch [57][1920/3134] lr: 0.00100, eta: 22:04:18, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7312, loss_cls: 2.3705, loss: 2.3705 2020-06-17 23:44:31,857 - mmaction - INFO - Epoch [57][1940/3134] lr: 0.00100, eta: 22:04:06, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7156, loss_cls: 2.3187, loss: 2.3187 2020-06-17 23:44:43,532 - mmaction - INFO - Epoch [57][1960/3134] lr: 0.00100, eta: 22:03:54, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7094, loss_cls: 2.4311, loss: 2.4311 2020-06-17 23:44:55,121 - mmaction - INFO - Epoch [57][1980/3134] lr: 0.00100, eta: 22:03:42, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7531, loss_cls: 2.2605, loss: 2.2605 2020-06-17 23:45:06,813 - mmaction - INFO - Epoch [57][2000/3134] lr: 0.00100, eta: 22:03:31, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7688, loss_cls: 2.1568, loss: 2.1568 2020-06-17 23:45:18,406 - mmaction - INFO - Epoch [57][2020/3134] lr: 0.00100, eta: 22:03:19, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4437, top5_acc: 0.6937, loss_cls: 2.3489, loss: 2.3489 2020-06-17 23:45:30,011 - mmaction - INFO - Epoch [57][2040/3134] lr: 0.00100, eta: 22:03:07, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.4156, top5_acc: 0.6969, loss_cls: 2.5557, loss: 2.5557 2020-06-17 23:45:41,640 - mmaction - INFO - Epoch [57][2060/3134] lr: 0.00100, eta: 22:02:55, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.6969, loss_cls: 2.3822, loss: 2.3822 2020-06-17 23:45:53,308 - mmaction - INFO - Epoch [57][2080/3134] lr: 0.00100, eta: 22:02:44, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7312, loss_cls: 2.3248, loss: 2.3248 2020-06-17 23:46:04,938 - mmaction - INFO - Epoch [57][2100/3134] lr: 0.00100, eta: 22:02:32, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7625, loss_cls: 2.0632, loss: 2.0632 2020-06-17 23:46:16,545 - mmaction - INFO - Epoch [57][2120/3134] lr: 0.00100, eta: 22:02:20, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7250, loss_cls: 2.2172, loss: 2.2172 2020-06-17 23:46:28,197 - mmaction - INFO - Epoch [57][2140/3134] lr: 0.00100, eta: 22:02:08, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7156, loss_cls: 2.3482, loss: 2.3482 2020-06-17 23:46:39,857 - mmaction - INFO - Epoch [57][2160/3134] lr: 0.00100, eta: 22:01:57, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4219, top5_acc: 0.7250, loss_cls: 2.2892, loss: 2.2892 2020-06-17 23:46:51,506 - mmaction - INFO - Epoch [57][2180/3134] lr: 0.00100, eta: 22:01:45, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.6906, loss_cls: 2.3828, loss: 2.3828 2020-06-17 23:47:03,182 - mmaction - INFO - Epoch [57][2200/3134] lr: 0.00100, eta: 22:01:33, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7406, loss_cls: 2.2857, loss: 2.2857 2020-06-17 23:47:14,851 - mmaction - INFO - Epoch [57][2220/3134] lr: 0.00100, eta: 22:01:22, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4906, top5_acc: 0.6969, loss_cls: 2.4484, loss: 2.4484 2020-06-17 23:47:26,526 - mmaction - INFO - Epoch [57][2240/3134] lr: 0.00100, eta: 22:01:10, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7406, loss_cls: 2.1525, loss: 2.1525 2020-06-17 23:47:38,108 - mmaction - INFO - Epoch [57][2260/3134] lr: 0.00100, eta: 22:00:58, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7344, loss_cls: 2.1805, loss: 2.1805 2020-06-17 23:47:49,796 - mmaction - INFO - Epoch [57][2280/3134] lr: 0.00100, eta: 22:00:47, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7000, loss_cls: 2.4393, loss: 2.4393 2020-06-17 23:48:01,463 - mmaction - INFO - Epoch [57][2300/3134] lr: 0.00100, eta: 22:00:35, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7031, loss_cls: 2.3708, loss: 2.3708 2020-06-17 23:48:13,062 - mmaction - INFO - Epoch [57][2320/3134] lr: 0.00100, eta: 22:00:23, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7094, loss_cls: 2.4510, loss: 2.4510 2020-06-17 23:48:24,646 - mmaction - INFO - Epoch [57][2340/3134] lr: 0.00100, eta: 22:00:11, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7219, loss_cls: 2.2722, loss: 2.2722 2020-06-17 23:48:36,272 - mmaction - INFO - Epoch [57][2360/3134] lr: 0.00100, eta: 22:00:00, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7000, loss_cls: 2.3926, loss: 2.3926 2020-06-17 23:48:47,894 - mmaction - INFO - Epoch [57][2380/3134] lr: 0.00100, eta: 21:59:48, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7406, loss_cls: 2.2858, loss: 2.2858 2020-06-17 23:48:59,554 - mmaction - INFO - Epoch [57][2400/3134] lr: 0.00100, eta: 21:59:36, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7031, loss_cls: 2.4879, loss: 2.4879 2020-06-17 23:49:11,185 - mmaction - INFO - Epoch [57][2420/3134] lr: 0.00100, eta: 21:59:24, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7469, loss_cls: 2.3359, loss: 2.3359 2020-06-17 23:49:22,779 - mmaction - INFO - Epoch [57][2440/3134] lr: 0.00100, eta: 21:59:13, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7094, loss_cls: 2.3228, loss: 2.3228 2020-06-17 23:49:34,533 - mmaction - INFO - Epoch [57][2460/3134] lr: 0.00100, eta: 21:59:01, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6937, loss_cls: 2.4175, loss: 2.4175 2020-06-17 23:49:46,152 - mmaction - INFO - Epoch [57][2480/3134] lr: 0.00100, eta: 21:58:49, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7156, loss_cls: 2.3164, loss: 2.3164 2020-06-17 23:49:57,818 - mmaction - INFO - Epoch [57][2500/3134] lr: 0.00100, eta: 21:58:38, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7344, loss_cls: 2.1176, loss: 2.1176 2020-06-17 23:50:09,437 - mmaction - INFO - Epoch [57][2520/3134] lr: 0.00100, eta: 21:58:26, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7094, loss_cls: 2.3663, loss: 2.3663 2020-06-17 23:50:21,048 - mmaction - INFO - Epoch [57][2540/3134] lr: 0.00100, eta: 21:58:14, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7531, loss_cls: 2.2127, loss: 2.2127 2020-06-17 23:50:32,674 - mmaction - INFO - Epoch [57][2560/3134] lr: 0.00100, eta: 21:58:02, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7688, loss_cls: 2.1250, loss: 2.1250 2020-06-17 23:50:44,331 - mmaction - INFO - Epoch [57][2580/3134] lr: 0.00100, eta: 21:57:51, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4125, top5_acc: 0.7000, loss_cls: 2.4563, loss: 2.4563 2020-06-17 23:50:55,928 - mmaction - INFO - Epoch [57][2600/3134] lr: 0.00100, eta: 21:57:39, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7250, loss_cls: 2.4456, loss: 2.4456 2020-06-17 23:51:07,495 - mmaction - INFO - Epoch [57][2620/3134] lr: 0.00100, eta: 21:57:27, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7219, loss_cls: 2.2580, loss: 2.2580 2020-06-17 23:51:19,167 - mmaction - INFO - Epoch [57][2640/3134] lr: 0.00100, eta: 21:57:15, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7438, loss_cls: 2.3457, loss: 2.3457 2020-06-17 23:51:30,741 - mmaction - INFO - Epoch [57][2660/3134] lr: 0.00100, eta: 21:57:04, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4500, top5_acc: 0.6750, loss_cls: 2.4564, loss: 2.4564 2020-06-17 23:51:42,355 - mmaction - INFO - Epoch [57][2680/3134] lr: 0.00100, eta: 21:56:52, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7000, loss_cls: 2.3434, loss: 2.3434 2020-06-17 23:51:53,992 - mmaction - INFO - Epoch [57][2700/3134] lr: 0.00100, eta: 21:56:40, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7844, loss_cls: 2.0848, loss: 2.0848 2020-06-17 23:52:05,672 - mmaction - INFO - Epoch [57][2720/3134] lr: 0.00100, eta: 21:56:28, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7562, loss_cls: 2.1600, loss: 2.1600 2020-06-17 23:52:17,268 - mmaction - INFO - Epoch [57][2740/3134] lr: 0.00100, eta: 21:56:17, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7656, loss_cls: 2.1464, loss: 2.1464 2020-06-17 23:52:28,919 - mmaction - INFO - Epoch [57][2760/3134] lr: 0.00100, eta: 21:56:05, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7375, loss_cls: 2.3051, loss: 2.3051 2020-06-17 23:52:40,560 - mmaction - INFO - Epoch [57][2780/3134] lr: 0.00100, eta: 21:55:53, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7500, loss_cls: 2.1302, loss: 2.1302 2020-06-17 23:52:52,196 - mmaction - INFO - Epoch [57][2800/3134] lr: 0.00100, eta: 21:55:42, time: 0.582, data_time: 0.000, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7250, loss_cls: 2.2363, loss: 2.2363 2020-06-17 23:53:03,856 - mmaction - INFO - Epoch [57][2820/3134] lr: 0.00100, eta: 21:55:30, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4094, top5_acc: 0.6906, loss_cls: 2.5008, loss: 2.5008 2020-06-17 23:53:15,473 - mmaction - INFO - Epoch [57][2840/3134] lr: 0.00100, eta: 21:55:18, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7719, loss_cls: 2.0499, loss: 2.0499 2020-06-17 23:53:27,082 - mmaction - INFO - Epoch [57][2860/3134] lr: 0.00100, eta: 21:55:06, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4437, top5_acc: 0.6781, loss_cls: 2.5930, loss: 2.5930 2020-06-17 23:53:38,735 - mmaction - INFO - Epoch [57][2880/3134] lr: 0.00100, eta: 21:54:55, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7125, loss_cls: 2.3354, loss: 2.3354 2020-06-17 23:53:50,370 - mmaction - INFO - Epoch [57][2900/3134] lr: 0.00100, eta: 21:54:43, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7406, loss_cls: 2.3109, loss: 2.3109 2020-06-17 23:54:02,072 - mmaction - INFO - Epoch [57][2920/3134] lr: 0.00100, eta: 21:54:31, time: 0.584, data_time: 0.000, memory: 8339, top1_acc: 0.4719, top5_acc: 0.6969, loss_cls: 2.3757, loss: 2.3757 2020-06-17 23:54:13,742 - mmaction - INFO - Epoch [57][2940/3134] lr: 0.00100, eta: 21:54:20, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4250, top5_acc: 0.6813, loss_cls: 2.5097, loss: 2.5097 2020-06-17 23:54:25,349 - mmaction - INFO - Epoch [57][2960/3134] lr: 0.00100, eta: 21:54:08, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.4250, top5_acc: 0.6781, loss_cls: 2.6095, loss: 2.6095 2020-06-17 23:54:37,000 - mmaction - INFO - Epoch [57][2980/3134] lr: 0.00100, eta: 21:53:56, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7312, loss_cls: 2.1727, loss: 2.1727 2020-06-17 23:54:48,640 - mmaction - INFO - Epoch [57][3000/3134] lr: 0.00100, eta: 21:53:44, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7469, loss_cls: 2.1700, loss: 2.1700 2020-06-17 23:55:00,320 - mmaction - INFO - Epoch [57][3020/3134] lr: 0.00100, eta: 21:53:33, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.2927, loss: 2.2927 2020-06-17 23:55:12,058 - mmaction - INFO - Epoch [57][3040/3134] lr: 0.00100, eta: 21:53:21, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7188, loss_cls: 2.2828, loss: 2.2828 2020-06-17 23:55:23,684 - mmaction - INFO - Epoch [57][3060/3134] lr: 0.00100, eta: 21:53:09, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7469, loss_cls: 2.0748, loss: 2.0748 2020-06-17 23:55:35,246 - mmaction - INFO - Epoch [57][3080/3134] lr: 0.00100, eta: 21:52:58, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4250, top5_acc: 0.7094, loss_cls: 2.4527, loss: 2.4527 2020-06-17 23:55:46,863 - mmaction - INFO - Epoch [57][3100/3134] lr: 0.00100, eta: 21:52:46, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7781, loss_cls: 2.0412, loss: 2.0412 2020-06-17 23:55:58,444 - mmaction - INFO - Epoch [57][3120/3134] lr: 0.00100, eta: 21:52:34, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7219, loss_cls: 2.2990, loss: 2.2990 2020-06-17 23:56:33,594 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-17 23:56:34,853 - mmaction - INFO - top1_acc 0.2834 top5_acc 0.5392 2020-06-17 23:56:34,870 - mmaction - INFO - Epoch [57][3134/3134] lr: 0.00100, top1_acc: 0.2834, top5_acc: 0.5392 2020-06-17 23:56:50,102 - mmaction - INFO - Epoch [58][20/3134] lr: 0.00100, eta: 21:52:11, time: 0.760, data_time: 0.178, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7125, loss_cls: 2.3530, loss: 2.3530 2020-06-17 23:57:01,777 - mmaction - INFO - Epoch [58][40/3134] lr: 0.00100, eta: 21:51:59, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7625, loss_cls: 2.2681, loss: 2.2681 2020-06-17 23:57:13,352 - mmaction - INFO - Epoch [58][60/3134] lr: 0.00100, eta: 21:51:47, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7531, loss_cls: 2.1614, loss: 2.1614 2020-06-17 23:57:25,146 - mmaction - INFO - Epoch [58][80/3134] lr: 0.00100, eta: 21:51:36, time: 0.589, data_time: 0.003, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7156, loss_cls: 2.2848, loss: 2.2848 2020-06-17 23:57:36,837 - mmaction - INFO - Epoch [58][100/3134] lr: 0.00100, eta: 21:51:24, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7188, loss_cls: 2.2861, loss: 2.2861 2020-06-17 23:57:48,524 - mmaction - INFO - Epoch [58][120/3134] lr: 0.00100, eta: 21:51:12, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7219, loss_cls: 2.3396, loss: 2.3396 2020-06-17 23:58:00,220 - mmaction - INFO - Epoch [58][140/3134] lr: 0.00100, eta: 21:51:00, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7188, loss_cls: 2.2973, loss: 2.2973 2020-06-17 23:58:11,885 - mmaction - INFO - Epoch [58][160/3134] lr: 0.00100, eta: 21:50:49, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7406, loss_cls: 2.2493, loss: 2.2493 2020-06-17 23:58:23,680 - mmaction - INFO - Epoch [58][180/3134] lr: 0.00100, eta: 21:50:37, time: 0.590, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7469, loss_cls: 2.2506, loss: 2.2506 2020-06-17 23:58:35,365 - mmaction - INFO - Epoch [58][200/3134] lr: 0.00100, eta: 21:50:26, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7781, loss_cls: 2.1628, loss: 2.1628 2020-06-17 23:58:47,019 - mmaction - INFO - Epoch [58][220/3134] lr: 0.00100, eta: 21:50:14, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7438, loss_cls: 2.3040, loss: 2.3040 2020-06-17 23:58:58,673 - mmaction - INFO - Epoch [58][240/3134] lr: 0.00100, eta: 21:50:02, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7156, loss_cls: 2.3134, loss: 2.3134 2020-06-17 23:59:10,366 - mmaction - INFO - Epoch [58][260/3134] lr: 0.00100, eta: 21:49:50, time: 0.583, data_time: 0.000, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7031, loss_cls: 2.3078, loss: 2.3078 2020-06-17 23:59:21,966 - mmaction - INFO - Epoch [58][280/3134] lr: 0.00100, eta: 21:49:39, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7438, loss_cls: 2.1651, loss: 2.1651 2020-06-17 23:59:33,518 - mmaction - INFO - Epoch [58][300/3134] lr: 0.00100, eta: 21:49:27, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7312, loss_cls: 2.2888, loss: 2.2888 2020-06-17 23:59:45,179 - mmaction - INFO - Epoch [58][320/3134] lr: 0.00100, eta: 21:49:15, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7344, loss_cls: 2.2085, loss: 2.2085 2020-06-17 23:59:56,854 - mmaction - INFO - Epoch [58][340/3134] lr: 0.00100, eta: 21:49:03, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7031, loss_cls: 2.3601, loss: 2.3601 2020-06-18 00:00:08,911 - mmaction - INFO - Epoch [58][360/3134] lr: 0.00100, eta: 21:48:52, time: 0.604, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7562, loss_cls: 2.1458, loss: 2.1458 2020-06-18 00:00:20,992 - mmaction - INFO - Epoch [58][380/3134] lr: 0.00100, eta: 21:48:41, time: 0.604, data_time: 0.002, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7531, loss_cls: 2.2532, loss: 2.2532 2020-06-18 00:00:32,663 - mmaction - INFO - Epoch [58][400/3134] lr: 0.00100, eta: 21:48:29, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7156, loss_cls: 2.3237, loss: 2.3237 2020-06-18 00:00:44,353 - mmaction - INFO - Epoch [58][420/3134] lr: 0.00100, eta: 21:48:17, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7250, loss_cls: 2.3764, loss: 2.3764 2020-06-18 00:00:55,992 - mmaction - INFO - Epoch [58][440/3134] lr: 0.00100, eta: 21:48:06, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7219, loss_cls: 2.2915, loss: 2.2915 2020-06-18 00:01:07,601 - mmaction - INFO - Epoch [58][460/3134] lr: 0.00100, eta: 21:47:54, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7281, loss_cls: 2.3099, loss: 2.3099 2020-06-18 00:01:19,209 - mmaction - INFO - Epoch [58][480/3134] lr: 0.00100, eta: 21:47:42, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7406, loss_cls: 2.2273, loss: 2.2273 2020-06-18 00:01:30,869 - mmaction - INFO - Epoch [58][500/3134] lr: 0.00100, eta: 21:47:30, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7281, loss_cls: 2.1769, loss: 2.1769 2020-06-18 00:01:42,459 - mmaction - INFO - Epoch [58][520/3134] lr: 0.00100, eta: 21:47:19, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7312, loss_cls: 2.3024, loss: 2.3024 2020-06-18 00:01:54,039 - mmaction - INFO - Epoch [58][540/3134] lr: 0.00100, eta: 21:47:07, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7312, loss_cls: 2.2359, loss: 2.2359 2020-06-18 00:02:05,655 - mmaction - INFO - Epoch [58][560/3134] lr: 0.00100, eta: 21:46:55, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7219, loss_cls: 2.2930, loss: 2.2930 2020-06-18 00:02:17,316 - mmaction - INFO - Epoch [58][580/3134] lr: 0.00100, eta: 21:46:43, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7344, loss_cls: 2.3159, loss: 2.3159 2020-06-18 00:02:29,000 - mmaction - INFO - Epoch [58][600/3134] lr: 0.00100, eta: 21:46:32, time: 0.583, data_time: 0.000, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7250, loss_cls: 2.3282, loss: 2.3282 2020-06-18 00:02:40,620 - mmaction - INFO - Epoch [58][620/3134] lr: 0.00100, eta: 21:46:20, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4500, top5_acc: 0.6844, loss_cls: 2.4847, loss: 2.4847 2020-06-18 00:02:52,289 - mmaction - INFO - Epoch [58][640/3134] lr: 0.00100, eta: 21:46:08, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6937, loss_cls: 2.4144, loss: 2.4144 2020-06-18 00:03:03,987 - mmaction - INFO - Epoch [58][660/3134] lr: 0.00100, eta: 21:45:57, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7406, loss_cls: 2.2136, loss: 2.2136 2020-06-18 00:03:15,614 - mmaction - INFO - Epoch [58][680/3134] lr: 0.00100, eta: 21:45:45, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7156, loss_cls: 2.3786, loss: 2.3786 2020-06-18 00:03:27,287 - mmaction - INFO - Epoch [58][700/3134] lr: 0.00100, eta: 21:45:33, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7562, loss_cls: 2.1411, loss: 2.1411 2020-06-18 00:03:38,941 - mmaction - INFO - Epoch [58][720/3134] lr: 0.00100, eta: 21:45:21, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7719, loss_cls: 2.0959, loss: 2.0959 2020-06-18 00:03:50,568 - mmaction - INFO - Epoch [58][740/3134] lr: 0.00100, eta: 21:45:10, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7000, loss_cls: 2.3199, loss: 2.3199 2020-06-18 00:04:02,297 - mmaction - INFO - Epoch [58][760/3134] lr: 0.00100, eta: 21:44:58, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.6969, loss_cls: 2.3694, loss: 2.3694 2020-06-18 00:04:13,985 - mmaction - INFO - Epoch [58][780/3134] lr: 0.00100, eta: 21:44:46, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7094, loss_cls: 2.2032, loss: 2.2032 2020-06-18 00:04:25,554 - mmaction - INFO - Epoch [58][800/3134] lr: 0.00100, eta: 21:44:35, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7500, loss_cls: 2.1749, loss: 2.1749 2020-06-18 00:04:37,312 - mmaction - INFO - Epoch [58][820/3134] lr: 0.00100, eta: 21:44:23, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7094, loss_cls: 2.3020, loss: 2.3020 2020-06-18 00:04:48,955 - mmaction - INFO - Epoch [58][840/3134] lr: 0.00100, eta: 21:44:11, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7281, loss_cls: 2.2848, loss: 2.2848 2020-06-18 00:05:00,559 - mmaction - INFO - Epoch [58][860/3134] lr: 0.00100, eta: 21:44:00, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7031, loss_cls: 2.2910, loss: 2.2910 2020-06-18 00:05:12,289 - mmaction - INFO - Epoch [58][880/3134] lr: 0.00100, eta: 21:43:48, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7125, loss_cls: 2.3381, loss: 2.3381 2020-06-18 00:05:24,375 - mmaction - INFO - Epoch [58][900/3134] lr: 0.00100, eta: 21:43:36, time: 0.603, data_time: 0.018, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7375, loss_cls: 2.2153, loss: 2.2153 2020-06-18 00:05:36,003 - mmaction - INFO - Epoch [58][920/3134] lr: 0.00100, eta: 21:43:25, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7063, loss_cls: 2.2292, loss: 2.2292 2020-06-18 00:05:47,656 - mmaction - INFO - Epoch [58][940/3134] lr: 0.00100, eta: 21:43:13, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7312, loss_cls: 2.3033, loss: 2.3033 2020-06-18 00:05:59,345 - mmaction - INFO - Epoch [58][960/3134] lr: 0.00100, eta: 21:43:01, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7844, loss_cls: 1.9893, loss: 1.9893 2020-06-18 00:06:11,035 - mmaction - INFO - Epoch [58][980/3134] lr: 0.00100, eta: 21:42:50, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7562, loss_cls: 2.0483, loss: 2.0483 2020-06-18 00:06:22,658 - mmaction - INFO - Epoch [58][1000/3134] lr: 0.00100, eta: 21:42:38, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7688, loss_cls: 1.9862, loss: 1.9862 2020-06-18 00:06:34,344 - mmaction - INFO - Epoch [58][1020/3134] lr: 0.00100, eta: 21:42:26, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7188, loss_cls: 2.3355, loss: 2.3355 2020-06-18 00:06:45,991 - mmaction - INFO - Epoch [58][1040/3134] lr: 0.00100, eta: 21:42:15, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7281, loss_cls: 2.2865, loss: 2.2865 2020-06-18 00:06:57,595 - mmaction - INFO - Epoch [58][1060/3134] lr: 0.00100, eta: 21:42:03, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7500, loss_cls: 2.1845, loss: 2.1845 2020-06-18 00:07:09,229 - mmaction - INFO - Epoch [58][1080/3134] lr: 0.00100, eta: 21:41:51, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7812, loss_cls: 2.0084, loss: 2.0084 2020-06-18 00:07:20,892 - mmaction - INFO - Epoch [58][1100/3134] lr: 0.00100, eta: 21:41:39, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7594, loss_cls: 2.0445, loss: 2.0445 2020-06-18 00:07:32,556 - mmaction - INFO - Epoch [58][1120/3134] lr: 0.00100, eta: 21:41:28, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7406, loss_cls: 2.3724, loss: 2.3724 2020-06-18 00:07:44,167 - mmaction - INFO - Epoch [58][1140/3134] lr: 0.00100, eta: 21:41:16, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7406, loss_cls: 2.2002, loss: 2.2002 2020-06-18 00:07:55,814 - mmaction - INFO - Epoch [58][1160/3134] lr: 0.00100, eta: 21:41:04, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7344, loss_cls: 2.2591, loss: 2.2591 2020-06-18 00:08:07,527 - mmaction - INFO - Epoch [58][1180/3134] lr: 0.00100, eta: 21:40:53, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7375, loss_cls: 2.2997, loss: 2.2997 2020-06-18 00:08:19,180 - mmaction - INFO - Epoch [58][1200/3134] lr: 0.00100, eta: 21:40:41, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7312, loss_cls: 2.2631, loss: 2.2631 2020-06-18 00:08:30,884 - mmaction - INFO - Epoch [58][1220/3134] lr: 0.00100, eta: 21:40:29, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7344, loss_cls: 2.3215, loss: 2.3215 2020-06-18 00:08:42,502 - mmaction - INFO - Epoch [58][1240/3134] lr: 0.00100, eta: 21:40:17, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7531, loss_cls: 2.1602, loss: 2.1602 2020-06-18 00:08:54,140 - mmaction - INFO - Epoch [58][1260/3134] lr: 0.00100, eta: 21:40:06, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7469, loss_cls: 2.1599, loss: 2.1599 2020-06-18 00:09:05,868 - mmaction - INFO - Epoch [58][1280/3134] lr: 0.00100, eta: 21:39:54, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7063, loss_cls: 2.3328, loss: 2.3328 2020-06-18 00:09:17,534 - mmaction - INFO - Epoch [58][1300/3134] lr: 0.00100, eta: 21:39:42, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7000, loss_cls: 2.4229, loss: 2.4229 2020-06-18 00:09:29,216 - mmaction - INFO - Epoch [58][1320/3134] lr: 0.00100, eta: 21:39:31, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7406, loss_cls: 2.2259, loss: 2.2259 2020-06-18 00:09:40,953 - mmaction - INFO - Epoch [58][1340/3134] lr: 0.00100, eta: 21:39:19, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7594, loss_cls: 2.1392, loss: 2.1392 2020-06-18 00:09:52,630 - mmaction - INFO - Epoch [58][1360/3134] lr: 0.00100, eta: 21:39:07, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7188, loss_cls: 2.3193, loss: 2.3193 2020-06-18 00:10:04,402 - mmaction - INFO - Epoch [58][1380/3134] lr: 0.00100, eta: 21:38:56, time: 0.589, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7250, loss_cls: 2.3425, loss: 2.3425 2020-06-18 00:10:16,031 - mmaction - INFO - Epoch [58][1400/3134] lr: 0.00100, eta: 21:38:44, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7312, loss_cls: 2.1296, loss: 2.1296 2020-06-18 00:10:27,626 - mmaction - INFO - Epoch [58][1420/3134] lr: 0.00100, eta: 21:38:32, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7531, loss_cls: 2.1330, loss: 2.1330 2020-06-18 00:10:39,235 - mmaction - INFO - Epoch [58][1440/3134] lr: 0.00100, eta: 21:38:20, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7312, loss_cls: 2.2564, loss: 2.2564 2020-06-18 00:10:50,898 - mmaction - INFO - Epoch [58][1460/3134] lr: 0.00100, eta: 21:38:09, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7500, loss_cls: 2.1984, loss: 2.1984 2020-06-18 00:11:02,563 - mmaction - INFO - Epoch [58][1480/3134] lr: 0.00100, eta: 21:37:57, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4250, top5_acc: 0.7031, loss_cls: 2.3743, loss: 2.3743 2020-06-18 00:11:14,104 - mmaction - INFO - Epoch [58][1500/3134] lr: 0.00100, eta: 21:37:45, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4406, top5_acc: 0.6969, loss_cls: 2.3926, loss: 2.3926 2020-06-18 00:11:25,715 - mmaction - INFO - Epoch [58][1520/3134] lr: 0.00100, eta: 21:37:34, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4000, top5_acc: 0.6969, loss_cls: 2.5015, loss: 2.5015 2020-06-18 00:11:37,402 - mmaction - INFO - Epoch [58][1540/3134] lr: 0.00100, eta: 21:37:22, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7219, loss_cls: 2.3822, loss: 2.3822 2020-06-18 00:11:48,989 - mmaction - INFO - Epoch [58][1560/3134] lr: 0.00100, eta: 21:37:10, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7375, loss_cls: 2.1239, loss: 2.1239 2020-06-18 00:12:00,589 - mmaction - INFO - Epoch [58][1580/3134] lr: 0.00100, eta: 21:36:58, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.6969, loss_cls: 2.2734, loss: 2.2734 2020-06-18 00:12:12,274 - mmaction - INFO - Epoch [58][1600/3134] lr: 0.00100, eta: 21:36:47, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7375, loss_cls: 2.3216, loss: 2.3216 2020-06-18 00:12:23,918 - mmaction - INFO - Epoch [58][1620/3134] lr: 0.00100, eta: 21:36:35, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7312, loss_cls: 2.2674, loss: 2.2674 2020-06-18 00:12:35,516 - mmaction - INFO - Epoch [58][1640/3134] lr: 0.00100, eta: 21:36:23, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7063, loss_cls: 2.3453, loss: 2.3453 2020-06-18 00:12:47,147 - mmaction - INFO - Epoch [58][1660/3134] lr: 0.00100, eta: 21:36:11, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7031, loss_cls: 2.3670, loss: 2.3670 2020-06-18 00:12:58,785 - mmaction - INFO - Epoch [58][1680/3134] lr: 0.00100, eta: 21:36:00, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4500, top5_acc: 0.6750, loss_cls: 2.4164, loss: 2.4164 2020-06-18 00:13:10,481 - mmaction - INFO - Epoch [58][1700/3134] lr: 0.00100, eta: 21:35:48, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7406, loss_cls: 2.2542, loss: 2.2542 2020-06-18 00:13:22,127 - mmaction - INFO - Epoch [58][1720/3134] lr: 0.00100, eta: 21:35:36, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7406, loss_cls: 2.1944, loss: 2.1944 2020-06-18 00:13:33,730 - mmaction - INFO - Epoch [58][1740/3134] lr: 0.00100, eta: 21:35:25, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7156, loss_cls: 2.3319, loss: 2.3319 2020-06-18 00:13:45,378 - mmaction - INFO - Epoch [58][1760/3134] lr: 0.00100, eta: 21:35:13, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7156, loss_cls: 2.3896, loss: 2.3896 2020-06-18 00:13:57,012 - mmaction - INFO - Epoch [58][1780/3134] lr: 0.00100, eta: 21:35:01, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7000, loss_cls: 2.4463, loss: 2.4463 2020-06-18 00:14:08,686 - mmaction - INFO - Epoch [58][1800/3134] lr: 0.00100, eta: 21:34:49, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7000, loss_cls: 2.4392, loss: 2.4392 2020-06-18 00:14:20,256 - mmaction - INFO - Epoch [58][1820/3134] lr: 0.00100, eta: 21:34:38, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4125, top5_acc: 0.6813, loss_cls: 2.5816, loss: 2.5816 2020-06-18 00:14:31,918 - mmaction - INFO - Epoch [58][1840/3134] lr: 0.00100, eta: 21:34:26, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7469, loss_cls: 2.2431, loss: 2.2431 2020-06-18 00:14:43,580 - mmaction - INFO - Epoch [58][1860/3134] lr: 0.00100, eta: 21:34:14, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7312, loss_cls: 2.1890, loss: 2.1890 2020-06-18 00:14:55,185 - mmaction - INFO - Epoch [58][1880/3134] lr: 0.00100, eta: 21:34:03, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7156, loss_cls: 2.2342, loss: 2.2342 2020-06-18 00:15:06,906 - mmaction - INFO - Epoch [58][1900/3134] lr: 0.00100, eta: 21:33:51, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7344, loss_cls: 2.2880, loss: 2.2880 2020-06-18 00:15:18,544 - mmaction - INFO - Epoch [58][1920/3134] lr: 0.00100, eta: 21:33:39, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7312, loss_cls: 2.3012, loss: 2.3012 2020-06-18 00:15:30,184 - mmaction - INFO - Epoch [58][1940/3134] lr: 0.00100, eta: 21:33:27, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7469, loss_cls: 2.1807, loss: 2.1807 2020-06-18 00:15:41,922 - mmaction - INFO - Epoch [58][1960/3134] lr: 0.00100, eta: 21:33:16, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7219, loss_cls: 2.2809, loss: 2.2809 2020-06-18 00:15:53,551 - mmaction - INFO - Epoch [58][1980/3134] lr: 0.00100, eta: 21:33:04, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4594, top5_acc: 0.6844, loss_cls: 2.5203, loss: 2.5203 2020-06-18 00:16:05,194 - mmaction - INFO - Epoch [58][2000/3134] lr: 0.00100, eta: 21:32:52, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6969, loss_cls: 2.4454, loss: 2.4454 2020-06-18 00:16:16,848 - mmaction - INFO - Epoch [58][2020/3134] lr: 0.00100, eta: 21:32:41, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7344, loss_cls: 2.2479, loss: 2.2479 2020-06-18 00:16:28,468 - mmaction - INFO - Epoch [58][2040/3134] lr: 0.00100, eta: 21:32:29, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7469, loss_cls: 2.2108, loss: 2.2108 2020-06-18 00:16:40,022 - mmaction - INFO - Epoch [58][2060/3134] lr: 0.00100, eta: 21:32:17, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4500, top5_acc: 0.6969, loss_cls: 2.4527, loss: 2.4527 2020-06-18 00:16:51,632 - mmaction - INFO - Epoch [58][2080/3134] lr: 0.00100, eta: 21:32:05, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7188, loss_cls: 2.4367, loss: 2.4367 2020-06-18 00:17:03,275 - mmaction - INFO - Epoch [58][2100/3134] lr: 0.00100, eta: 21:31:54, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4125, top5_acc: 0.6875, loss_cls: 2.5042, loss: 2.5042 2020-06-18 00:17:14,875 - mmaction - INFO - Epoch [58][2120/3134] lr: 0.00100, eta: 21:31:42, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7156, loss_cls: 2.3333, loss: 2.3333 2020-06-18 00:17:26,533 - mmaction - INFO - Epoch [58][2140/3134] lr: 0.00100, eta: 21:31:30, time: 0.582, data_time: 0.000, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7000, loss_cls: 2.3928, loss: 2.3928 2020-06-18 00:17:38,152 - mmaction - INFO - Epoch [58][2160/3134] lr: 0.00100, eta: 21:31:18, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4844, top5_acc: 0.6969, loss_cls: 2.5001, loss: 2.5001 2020-06-18 00:17:49,846 - mmaction - INFO - Epoch [58][2180/3134] lr: 0.00100, eta: 21:31:07, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7219, loss_cls: 2.3164, loss: 2.3164 2020-06-18 00:18:01,518 - mmaction - INFO - Epoch [58][2200/3134] lr: 0.00100, eta: 21:30:55, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.4219, top5_acc: 0.6813, loss_cls: 2.5011, loss: 2.5011 2020-06-18 00:18:13,188 - mmaction - INFO - Epoch [58][2220/3134] lr: 0.00100, eta: 21:30:43, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7438, loss_cls: 2.3039, loss: 2.3039 2020-06-18 00:18:24,839 - mmaction - INFO - Epoch [58][2240/3134] lr: 0.00100, eta: 21:30:32, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7188, loss_cls: 2.2200, loss: 2.2200 2020-06-18 00:18:36,451 - mmaction - INFO - Epoch [58][2260/3134] lr: 0.00100, eta: 21:30:20, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7063, loss_cls: 2.2982, loss: 2.2982 2020-06-18 00:18:48,067 - mmaction - INFO - Epoch [58][2280/3134] lr: 0.00100, eta: 21:30:08, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7250, loss_cls: 2.2752, loss: 2.2752 2020-06-18 00:18:59,768 - mmaction - INFO - Epoch [58][2300/3134] lr: 0.00100, eta: 21:29:56, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7500, loss_cls: 2.3012, loss: 2.3012 2020-06-18 00:19:11,396 - mmaction - INFO - Epoch [58][2320/3134] lr: 0.00100, eta: 21:29:45, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7719, loss_cls: 2.1298, loss: 2.1298 2020-06-18 00:19:23,016 - mmaction - INFO - Epoch [58][2340/3134] lr: 0.00100, eta: 21:29:33, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7250, loss_cls: 2.2044, loss: 2.2044 2020-06-18 00:19:34,623 - mmaction - INFO - Epoch [58][2360/3134] lr: 0.00100, eta: 21:29:21, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7438, loss_cls: 2.2087, loss: 2.2087 2020-06-18 00:19:46,299 - mmaction - INFO - Epoch [58][2380/3134] lr: 0.00100, eta: 21:29:10, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7312, loss_cls: 2.1529, loss: 2.1529 2020-06-18 00:19:57,954 - mmaction - INFO - Epoch [58][2400/3134] lr: 0.00100, eta: 21:28:58, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7031, loss_cls: 2.3812, loss: 2.3812 2020-06-18 00:20:09,600 - mmaction - INFO - Epoch [58][2420/3134] lr: 0.00100, eta: 21:28:46, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7438, loss_cls: 2.2094, loss: 2.2094 2020-06-18 00:20:21,268 - mmaction - INFO - Epoch [58][2440/3134] lr: 0.00100, eta: 21:28:34, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7281, loss_cls: 2.1551, loss: 2.1551 2020-06-18 00:20:32,835 - mmaction - INFO - Epoch [58][2460/3134] lr: 0.00100, eta: 21:28:23, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7281, loss_cls: 2.3669, loss: 2.3669 2020-06-18 00:20:44,535 - mmaction - INFO - Epoch [58][2480/3134] lr: 0.00100, eta: 21:28:11, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7438, loss_cls: 2.2785, loss: 2.2785 2020-06-18 00:20:56,141 - mmaction - INFO - Epoch [58][2500/3134] lr: 0.00100, eta: 21:27:59, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7562, loss_cls: 2.0492, loss: 2.0492 2020-06-18 00:21:07,784 - mmaction - INFO - Epoch [58][2520/3134] lr: 0.00100, eta: 21:27:48, time: 0.582, data_time: 0.000, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7438, loss_cls: 2.2862, loss: 2.2862 2020-06-18 00:21:19,440 - mmaction - INFO - Epoch [58][2540/3134] lr: 0.00100, eta: 21:27:36, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7063, loss_cls: 2.5329, loss: 2.5329 2020-06-18 00:21:31,058 - mmaction - INFO - Epoch [58][2560/3134] lr: 0.00100, eta: 21:27:24, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7406, loss_cls: 2.1729, loss: 2.1729 2020-06-18 00:21:42,719 - mmaction - INFO - Epoch [58][2580/3134] lr: 0.00100, eta: 21:27:12, time: 0.582, data_time: 0.000, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7438, loss_cls: 2.2290, loss: 2.2290 2020-06-18 00:21:54,364 - mmaction - INFO - Epoch [58][2600/3134] lr: 0.00100, eta: 21:27:01, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7500, loss_cls: 2.1622, loss: 2.1622 2020-06-18 00:22:06,016 - mmaction - INFO - Epoch [58][2620/3134] lr: 0.00100, eta: 21:26:49, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7031, loss_cls: 2.4540, loss: 2.4540 2020-06-18 00:22:17,632 - mmaction - INFO - Epoch [58][2640/3134] lr: 0.00100, eta: 21:26:37, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7312, loss_cls: 2.2489, loss: 2.2489 2020-06-18 00:22:29,263 - mmaction - INFO - Epoch [58][2660/3134] lr: 0.00100, eta: 21:26:26, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4094, top5_acc: 0.6562, loss_cls: 2.5877, loss: 2.5877 2020-06-18 00:22:40,878 - mmaction - INFO - Epoch [58][2680/3134] lr: 0.00100, eta: 21:26:14, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4625, top5_acc: 0.6969, loss_cls: 2.4079, loss: 2.4079 2020-06-18 00:22:52,548 - mmaction - INFO - Epoch [58][2700/3134] lr: 0.00100, eta: 21:26:02, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7469, loss_cls: 2.2290, loss: 2.2290 2020-06-18 00:23:04,220 - mmaction - INFO - Epoch [58][2720/3134] lr: 0.00100, eta: 21:25:50, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7562, loss_cls: 2.2131, loss: 2.2131 2020-06-18 00:23:15,835 - mmaction - INFO - Epoch [58][2740/3134] lr: 0.00100, eta: 21:25:39, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7625, loss_cls: 2.1176, loss: 2.1176 2020-06-18 00:23:27,521 - mmaction - INFO - Epoch [58][2760/3134] lr: 0.00100, eta: 21:25:27, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7750, loss_cls: 2.1096, loss: 2.1096 2020-06-18 00:23:39,128 - mmaction - INFO - Epoch [58][2780/3134] lr: 0.00100, eta: 21:25:15, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6813, loss_cls: 2.3882, loss: 2.3882 2020-06-18 00:23:50,823 - mmaction - INFO - Epoch [58][2800/3134] lr: 0.00100, eta: 21:25:04, time: 0.585, data_time: 0.000, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7375, loss_cls: 2.2667, loss: 2.2667 2020-06-18 00:24:02,522 - mmaction - INFO - Epoch [58][2820/3134] lr: 0.00100, eta: 21:24:52, time: 0.585, data_time: 0.000, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7156, loss_cls: 2.3862, loss: 2.3862 2020-06-18 00:24:14,139 - mmaction - INFO - Epoch [58][2840/3134] lr: 0.00100, eta: 21:24:40, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.4375, top5_acc: 0.6750, loss_cls: 2.4747, loss: 2.4747 2020-06-18 00:24:25,840 - mmaction - INFO - Epoch [58][2860/3134] lr: 0.00100, eta: 21:24:28, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7188, loss_cls: 2.2624, loss: 2.2624 2020-06-18 00:24:37,486 - mmaction - INFO - Epoch [58][2880/3134] lr: 0.00100, eta: 21:24:17, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7000, loss_cls: 2.3587, loss: 2.3587 2020-06-18 00:24:49,096 - mmaction - INFO - Epoch [58][2900/3134] lr: 0.00100, eta: 21:24:05, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7375, loss_cls: 2.2737, loss: 2.2737 2020-06-18 00:25:00,744 - mmaction - INFO - Epoch [58][2920/3134] lr: 0.00100, eta: 21:23:53, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7469, loss_cls: 2.2098, loss: 2.2098 2020-06-18 00:25:12,383 - mmaction - INFO - Epoch [58][2940/3134] lr: 0.00100, eta: 21:23:42, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7250, loss_cls: 2.2789, loss: 2.2789 2020-06-18 00:25:24,078 - mmaction - INFO - Epoch [58][2960/3134] lr: 0.00100, eta: 21:23:30, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7125, loss_cls: 2.3247, loss: 2.3247 2020-06-18 00:25:35,715 - mmaction - INFO - Epoch [58][2980/3134] lr: 0.00100, eta: 21:23:18, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7438, loss_cls: 2.1105, loss: 2.1105 2020-06-18 00:25:47,374 - mmaction - INFO - Epoch [58][3000/3134] lr: 0.00100, eta: 21:23:06, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7156, loss_cls: 2.3301, loss: 2.3301 2020-06-18 00:25:59,029 - mmaction - INFO - Epoch [58][3020/3134] lr: 0.00100, eta: 21:22:55, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7063, loss_cls: 2.3709, loss: 2.3709 2020-06-18 00:26:10,728 - mmaction - INFO - Epoch [58][3040/3134] lr: 0.00100, eta: 21:22:43, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7406, loss_cls: 2.1963, loss: 2.1963 2020-06-18 00:26:22,459 - mmaction - INFO - Epoch [58][3060/3134] lr: 0.00100, eta: 21:22:31, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7531, loss_cls: 2.1050, loss: 2.1050 2020-06-18 00:26:34,054 - mmaction - INFO - Epoch [58][3080/3134] lr: 0.00100, eta: 21:22:20, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7469, loss_cls: 2.2745, loss: 2.2745 2020-06-18 00:26:45,773 - mmaction - INFO - Epoch [58][3100/3134] lr: 0.00100, eta: 21:22:08, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7063, loss_cls: 2.3832, loss: 2.3832 2020-06-18 00:26:57,485 - mmaction - INFO - Epoch [58][3120/3134] lr: 0.00100, eta: 21:21:56, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7438, loss_cls: 2.1671, loss: 2.1671 2020-06-18 00:27:35,785 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-18 00:27:37,041 - mmaction - INFO - top1_acc 0.2816 top5_acc 0.5350 2020-06-18 00:27:37,058 - mmaction - INFO - Epoch [58][3134/3134] lr: 0.00100, top1_acc: 0.2816, top5_acc: 0.5350 2020-06-18 00:27:52,169 - mmaction - INFO - Epoch [59][20/3134] lr: 0.00100, eta: 21:21:33, time: 0.755, data_time: 0.178, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7250, loss_cls: 2.2889, loss: 2.2889 2020-06-18 00:28:03,828 - mmaction - INFO - Epoch [59][40/3134] lr: 0.00100, eta: 21:21:21, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7281, loss_cls: 2.2419, loss: 2.2419 2020-06-18 00:28:15,484 - mmaction - INFO - Epoch [59][60/3134] lr: 0.00100, eta: 21:21:10, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7438, loss_cls: 2.1242, loss: 2.1242 2020-06-18 00:28:27,069 - mmaction - INFO - Epoch [59][80/3134] lr: 0.00100, eta: 21:20:58, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7375, loss_cls: 2.2101, loss: 2.2101 2020-06-18 00:28:38,744 - mmaction - INFO - Epoch [59][100/3134] lr: 0.00100, eta: 21:20:46, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.3812, top5_acc: 0.6813, loss_cls: 2.5036, loss: 2.5036 2020-06-18 00:28:50,363 - mmaction - INFO - Epoch [59][120/3134] lr: 0.00100, eta: 21:20:34, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7312, loss_cls: 2.2348, loss: 2.2348 2020-06-18 00:29:02,016 - mmaction - INFO - Epoch [59][140/3134] lr: 0.00100, eta: 21:20:23, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4531, top5_acc: 0.6937, loss_cls: 2.5302, loss: 2.5302 2020-06-18 00:29:13,679 - mmaction - INFO - Epoch [59][160/3134] lr: 0.00100, eta: 21:20:11, time: 0.585, data_time: 0.005, memory: 8339, top1_acc: 0.4281, top5_acc: 0.7063, loss_cls: 2.5814, loss: 2.5814 2020-06-18 00:29:25,329 - mmaction - INFO - Epoch [59][180/3134] lr: 0.00100, eta: 21:19:59, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4125, top5_acc: 0.7281, loss_cls: 2.3315, loss: 2.3315 2020-06-18 00:29:37,115 - mmaction - INFO - Epoch [59][200/3134] lr: 0.00100, eta: 21:19:48, time: 0.589, data_time: 0.003, memory: 8339, top1_acc: 0.4500, top5_acc: 0.6813, loss_cls: 2.3648, loss: 2.3648 2020-06-18 00:29:48,754 - mmaction - INFO - Epoch [59][220/3134] lr: 0.00100, eta: 21:19:36, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7219, loss_cls: 2.4635, loss: 2.4635 2020-06-18 00:30:00,333 - mmaction - INFO - Epoch [59][240/3134] lr: 0.00100, eta: 21:19:24, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4750, top5_acc: 0.6969, loss_cls: 2.3163, loss: 2.3163 2020-06-18 00:30:12,045 - mmaction - INFO - Epoch [59][260/3134] lr: 0.00100, eta: 21:19:13, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7063, loss_cls: 2.4604, loss: 2.4604 2020-06-18 00:30:23,771 - mmaction - INFO - Epoch [59][280/3134] lr: 0.00100, eta: 21:19:01, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7063, loss_cls: 2.3176, loss: 2.3176 2020-06-18 00:30:35,439 - mmaction - INFO - Epoch [59][300/3134] lr: 0.00100, eta: 21:18:49, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7375, loss_cls: 2.1919, loss: 2.1919 2020-06-18 00:30:47,109 - mmaction - INFO - Epoch [59][320/3134] lr: 0.00100, eta: 21:18:37, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7031, loss_cls: 2.3590, loss: 2.3590 2020-06-18 00:30:58,786 - mmaction - INFO - Epoch [59][340/3134] lr: 0.00100, eta: 21:18:26, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7125, loss_cls: 2.3235, loss: 2.3235 2020-06-18 00:31:10,519 - mmaction - INFO - Epoch [59][360/3134] lr: 0.00100, eta: 21:18:14, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7719, loss_cls: 2.1513, loss: 2.1513 2020-06-18 00:31:22,241 - mmaction - INFO - Epoch [59][380/3134] lr: 0.00100, eta: 21:18:03, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7125, loss_cls: 2.2595, loss: 2.2595 2020-06-18 00:31:33,838 - mmaction - INFO - Epoch [59][400/3134] lr: 0.00100, eta: 21:17:51, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7438, loss_cls: 2.1719, loss: 2.1719 2020-06-18 00:31:45,477 - mmaction - INFO - Epoch [59][420/3134] lr: 0.00100, eta: 21:17:39, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7063, loss_cls: 2.2801, loss: 2.2801 2020-06-18 00:31:57,243 - mmaction - INFO - Epoch [59][440/3134] lr: 0.00100, eta: 21:17:27, time: 0.588, data_time: 0.002, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7125, loss_cls: 2.3158, loss: 2.3158 2020-06-18 00:32:08,945 - mmaction - INFO - Epoch [59][460/3134] lr: 0.00100, eta: 21:17:16, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7375, loss_cls: 2.1983, loss: 2.1983 2020-06-18 00:32:20,571 - mmaction - INFO - Epoch [59][480/3134] lr: 0.00100, eta: 21:17:04, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7937, loss_cls: 2.0475, loss: 2.0475 2020-06-18 00:32:32,343 - mmaction - INFO - Epoch [59][500/3134] lr: 0.00100, eta: 21:16:52, time: 0.588, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.1807, loss: 2.1807 2020-06-18 00:32:44,023 - mmaction - INFO - Epoch [59][520/3134] lr: 0.00100, eta: 21:16:41, time: 0.585, data_time: 0.005, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7094, loss_cls: 2.3034, loss: 2.3034 2020-06-18 00:32:55,748 - mmaction - INFO - Epoch [59][540/3134] lr: 0.00100, eta: 21:16:29, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7219, loss_cls: 2.3064, loss: 2.3064 2020-06-18 00:33:07,457 - mmaction - INFO - Epoch [59][560/3134] lr: 0.00100, eta: 21:16:17, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7469, loss_cls: 2.1454, loss: 2.1454 2020-06-18 00:33:19,106 - mmaction - INFO - Epoch [59][580/3134] lr: 0.00100, eta: 21:16:06, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7438, loss_cls: 2.2423, loss: 2.2423 2020-06-18 00:33:30,783 - mmaction - INFO - Epoch [59][600/3134] lr: 0.00100, eta: 21:15:54, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7344, loss_cls: 2.1722, loss: 2.1722 2020-06-18 00:33:42,479 - mmaction - INFO - Epoch [59][620/3134] lr: 0.00100, eta: 21:15:42, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7125, loss_cls: 2.2476, loss: 2.2476 2020-06-18 00:33:54,073 - mmaction - INFO - Epoch [59][640/3134] lr: 0.00100, eta: 21:15:31, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7469, loss_cls: 2.2256, loss: 2.2256 2020-06-18 00:34:05,736 - mmaction - INFO - Epoch [59][660/3134] lr: 0.00100, eta: 21:15:19, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7438, loss_cls: 2.2320, loss: 2.2320 2020-06-18 00:34:17,406 - mmaction - INFO - Epoch [59][680/3134] lr: 0.00100, eta: 21:15:07, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7063, loss_cls: 2.3290, loss: 2.3290 2020-06-18 00:34:29,019 - mmaction - INFO - Epoch [59][700/3134] lr: 0.00100, eta: 21:14:55, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7000, loss_cls: 2.4766, loss: 2.4766 2020-06-18 00:34:40,662 - mmaction - INFO - Epoch [59][720/3134] lr: 0.00100, eta: 21:14:44, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7562, loss_cls: 2.1966, loss: 2.1966 2020-06-18 00:34:52,322 - mmaction - INFO - Epoch [59][740/3134] lr: 0.00100, eta: 21:14:32, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4562, top5_acc: 0.6937, loss_cls: 2.3975, loss: 2.3975 2020-06-18 00:35:03,964 - mmaction - INFO - Epoch [59][760/3134] lr: 0.00100, eta: 21:14:20, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7281, loss_cls: 2.2411, loss: 2.2411 2020-06-18 00:35:15,611 - mmaction - INFO - Epoch [59][780/3134] lr: 0.00100, eta: 21:14:09, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7594, loss_cls: 2.1757, loss: 2.1757 2020-06-18 00:35:27,258 - mmaction - INFO - Epoch [59][800/3134] lr: 0.00100, eta: 21:13:57, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4344, top5_acc: 0.6875, loss_cls: 2.5423, loss: 2.5423 2020-06-18 00:35:38,948 - mmaction - INFO - Epoch [59][820/3134] lr: 0.00100, eta: 21:13:45, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7125, loss_cls: 2.3898, loss: 2.3898 2020-06-18 00:35:50,632 - mmaction - INFO - Epoch [59][840/3134] lr: 0.00100, eta: 21:13:33, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4219, top5_acc: 0.7094, loss_cls: 2.4074, loss: 2.4074 2020-06-18 00:36:02,237 - mmaction - INFO - Epoch [59][860/3134] lr: 0.00100, eta: 21:13:22, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7219, loss_cls: 2.2795, loss: 2.2795 2020-06-18 00:36:13,879 - mmaction - INFO - Epoch [59][880/3134] lr: 0.00100, eta: 21:13:10, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7500, loss_cls: 2.2309, loss: 2.2309 2020-06-18 00:36:25,506 - mmaction - INFO - Epoch [59][900/3134] lr: 0.00100, eta: 21:12:58, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7219, loss_cls: 2.3389, loss: 2.3389 2020-06-18 00:36:37,106 - mmaction - INFO - Epoch [59][920/3134] lr: 0.00100, eta: 21:12:47, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7219, loss_cls: 2.2581, loss: 2.2581 2020-06-18 00:36:48,748 - mmaction - INFO - Epoch [59][940/3134] lr: 0.00100, eta: 21:12:35, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7500, loss_cls: 2.2537, loss: 2.2537 2020-06-18 00:37:00,422 - mmaction - INFO - Epoch [59][960/3134] lr: 0.00100, eta: 21:12:23, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7781, loss_cls: 2.1020, loss: 2.1020 2020-06-18 00:37:12,025 - mmaction - INFO - Epoch [59][980/3134] lr: 0.00100, eta: 21:12:11, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7594, loss_cls: 2.0942, loss: 2.0942 2020-06-18 00:37:23,763 - mmaction - INFO - Epoch [59][1000/3134] lr: 0.00100, eta: 21:12:00, time: 0.587, data_time: 0.001, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7719, loss_cls: 2.1144, loss: 2.1144 2020-06-18 00:37:35,448 - mmaction - INFO - Epoch [59][1020/3134] lr: 0.00100, eta: 21:11:48, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7312, loss_cls: 2.1564, loss: 2.1564 2020-06-18 00:37:47,070 - mmaction - INFO - Epoch [59][1040/3134] lr: 0.00100, eta: 21:11:36, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7375, loss_cls: 2.2609, loss: 2.2609 2020-06-18 00:37:58,715 - mmaction - INFO - Epoch [59][1060/3134] lr: 0.00100, eta: 21:11:25, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7063, loss_cls: 2.3365, loss: 2.3365 2020-06-18 00:38:10,253 - mmaction - INFO - Epoch [59][1080/3134] lr: 0.00100, eta: 21:11:13, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7344, loss_cls: 2.1444, loss: 2.1444 2020-06-18 00:38:21,881 - mmaction - INFO - Epoch [59][1100/3134] lr: 0.00100, eta: 21:11:01, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7250, loss_cls: 2.2365, loss: 2.2365 2020-06-18 00:38:33,524 - mmaction - INFO - Epoch [59][1120/3134] lr: 0.00100, eta: 21:10:49, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7031, loss_cls: 2.4184, loss: 2.4184 2020-06-18 00:38:45,206 - mmaction - INFO - Epoch [59][1140/3134] lr: 0.00100, eta: 21:10:38, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7531, loss_cls: 2.1415, loss: 2.1415 2020-06-18 00:38:56,862 - mmaction - INFO - Epoch [59][1160/3134] lr: 0.00100, eta: 21:10:26, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7063, loss_cls: 2.4069, loss: 2.4069 2020-06-18 00:39:08,519 - mmaction - INFO - Epoch [59][1180/3134] lr: 0.00100, eta: 21:10:14, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7406, loss_cls: 2.3081, loss: 2.3081 2020-06-18 00:39:20,202 - mmaction - INFO - Epoch [59][1200/3134] lr: 0.00100, eta: 21:10:03, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7219, loss_cls: 2.3570, loss: 2.3570 2020-06-18 00:39:31,817 - mmaction - INFO - Epoch [59][1220/3134] lr: 0.00100, eta: 21:09:51, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7031, loss_cls: 2.2374, loss: 2.2374 2020-06-18 00:39:43,449 - mmaction - INFO - Epoch [59][1240/3134] lr: 0.00100, eta: 21:09:39, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7312, loss_cls: 2.3021, loss: 2.3021 2020-06-18 00:39:55,064 - mmaction - INFO - Epoch [59][1260/3134] lr: 0.00100, eta: 21:09:27, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6656, loss_cls: 2.6149, loss: 2.6149 2020-06-18 00:40:06,802 - mmaction - INFO - Epoch [59][1280/3134] lr: 0.00100, eta: 21:09:16, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7250, loss_cls: 2.3133, loss: 2.3133 2020-06-18 00:40:18,361 - mmaction - INFO - Epoch [59][1300/3134] lr: 0.00100, eta: 21:09:04, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7531, loss_cls: 2.1318, loss: 2.1318 2020-06-18 00:40:29,971 - mmaction - INFO - Epoch [59][1320/3134] lr: 0.00100, eta: 21:08:52, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7063, loss_cls: 2.4600, loss: 2.4600 2020-06-18 00:40:41,570 - mmaction - INFO - Epoch [59][1340/3134] lr: 0.00100, eta: 21:08:40, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7250, loss_cls: 2.3158, loss: 2.3158 2020-06-18 00:40:53,239 - mmaction - INFO - Epoch [59][1360/3134] lr: 0.00100, eta: 21:08:29, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7094, loss_cls: 2.3023, loss: 2.3023 2020-06-18 00:41:04,897 - mmaction - INFO - Epoch [59][1380/3134] lr: 0.00100, eta: 21:08:17, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7031, loss_cls: 2.4384, loss: 2.4384 2020-06-18 00:41:16,527 - mmaction - INFO - Epoch [59][1400/3134] lr: 0.00100, eta: 21:08:05, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7500, loss_cls: 2.2212, loss: 2.2212 2020-06-18 00:41:28,205 - mmaction - INFO - Epoch [59][1420/3134] lr: 0.00100, eta: 21:07:54, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4469, top5_acc: 0.6969, loss_cls: 2.4052, loss: 2.4052 2020-06-18 00:41:39,802 - mmaction - INFO - Epoch [59][1440/3134] lr: 0.00100, eta: 21:07:42, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7094, loss_cls: 2.3448, loss: 2.3448 2020-06-18 00:41:51,406 - mmaction - INFO - Epoch [59][1460/3134] lr: 0.00100, eta: 21:07:30, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7594, loss_cls: 2.0403, loss: 2.0403 2020-06-18 00:42:03,039 - mmaction - INFO - Epoch [59][1480/3134] lr: 0.00100, eta: 21:07:18, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7250, loss_cls: 2.2458, loss: 2.2458 2020-06-18 00:42:14,652 - mmaction - INFO - Epoch [59][1500/3134] lr: 0.00100, eta: 21:07:07, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7031, loss_cls: 2.4761, loss: 2.4761 2020-06-18 00:42:26,345 - mmaction - INFO - Epoch [59][1520/3134] lr: 0.00100, eta: 21:06:55, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7469, loss_cls: 2.1344, loss: 2.1344 2020-06-18 00:42:37,992 - mmaction - INFO - Epoch [59][1540/3134] lr: 0.00100, eta: 21:06:43, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7562, loss_cls: 2.1077, loss: 2.1077 2020-06-18 00:42:49,664 - mmaction - INFO - Epoch [59][1560/3134] lr: 0.00100, eta: 21:06:32, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7219, loss_cls: 2.2551, loss: 2.2551 2020-06-18 00:43:01,384 - mmaction - INFO - Epoch [59][1580/3134] lr: 0.00100, eta: 21:06:20, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.4344, top5_acc: 0.6844, loss_cls: 2.3964, loss: 2.3964 2020-06-18 00:43:13,038 - mmaction - INFO - Epoch [59][1600/3134] lr: 0.00100, eta: 21:06:08, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4281, top5_acc: 0.7344, loss_cls: 2.4092, loss: 2.4092 2020-06-18 00:43:24,681 - mmaction - INFO - Epoch [59][1620/3134] lr: 0.00100, eta: 21:05:57, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7094, loss_cls: 2.4030, loss: 2.4030 2020-06-18 00:43:36,332 - mmaction - INFO - Epoch [59][1640/3134] lr: 0.00100, eta: 21:05:45, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7438, loss_cls: 2.1628, loss: 2.1628 2020-06-18 00:43:47,927 - mmaction - INFO - Epoch [59][1660/3134] lr: 0.00100, eta: 21:05:33, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7562, loss_cls: 2.1844, loss: 2.1844 2020-06-18 00:43:59,544 - mmaction - INFO - Epoch [59][1680/3134] lr: 0.00100, eta: 21:05:21, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7281, loss_cls: 2.3341, loss: 2.3341 2020-06-18 00:44:11,198 - mmaction - INFO - Epoch [59][1700/3134] lr: 0.00100, eta: 21:05:10, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4406, top5_acc: 0.6906, loss_cls: 2.4779, loss: 2.4779 2020-06-18 00:44:22,850 - mmaction - INFO - Epoch [59][1720/3134] lr: 0.00100, eta: 21:04:58, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7156, loss_cls: 2.3560, loss: 2.3560 2020-06-18 00:44:34,430 - mmaction - INFO - Epoch [59][1740/3134] lr: 0.00100, eta: 21:04:46, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4625, top5_acc: 0.6813, loss_cls: 2.3856, loss: 2.3856 2020-06-18 00:44:46,089 - mmaction - INFO - Epoch [59][1760/3134] lr: 0.00100, eta: 21:04:34, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7156, loss_cls: 2.3235, loss: 2.3235 2020-06-18 00:44:57,743 - mmaction - INFO - Epoch [59][1780/3134] lr: 0.00100, eta: 21:04:23, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7594, loss_cls: 2.2051, loss: 2.2051 2020-06-18 00:45:09,456 - mmaction - INFO - Epoch [59][1800/3134] lr: 0.00100, eta: 21:04:11, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7000, loss_cls: 2.3166, loss: 2.3166 2020-06-18 00:45:21,052 - mmaction - INFO - Epoch [59][1820/3134] lr: 0.00100, eta: 21:03:59, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7688, loss_cls: 2.0852, loss: 2.0852 2020-06-18 00:45:32,672 - mmaction - INFO - Epoch [59][1840/3134] lr: 0.00100, eta: 21:03:48, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7625, loss_cls: 2.3065, loss: 2.3065 2020-06-18 00:45:44,335 - mmaction - INFO - Epoch [59][1860/3134] lr: 0.00100, eta: 21:03:36, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7219, loss_cls: 2.3853, loss: 2.3853 2020-06-18 00:45:56,005 - mmaction - INFO - Epoch [59][1880/3134] lr: 0.00100, eta: 21:03:24, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7312, loss_cls: 2.2785, loss: 2.2785 2020-06-18 00:46:07,613 - mmaction - INFO - Epoch [59][1900/3134] lr: 0.00100, eta: 21:03:12, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7438, loss_cls: 2.1488, loss: 2.1488 2020-06-18 00:46:19,317 - mmaction - INFO - Epoch [59][1920/3134] lr: 0.00100, eta: 21:03:01, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7250, loss_cls: 2.2675, loss: 2.2675 2020-06-18 00:46:31,116 - mmaction - INFO - Epoch [59][1940/3134] lr: 0.00100, eta: 21:02:49, time: 0.590, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7562, loss_cls: 2.1414, loss: 2.1414 2020-06-18 00:46:42,664 - mmaction - INFO - Epoch [59][1960/3134] lr: 0.00100, eta: 21:02:37, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7562, loss_cls: 1.9928, loss: 1.9928 2020-06-18 00:46:54,383 - mmaction - INFO - Epoch [59][1980/3134] lr: 0.00100, eta: 21:02:26, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7188, loss_cls: 2.3041, loss: 2.3041 2020-06-18 00:47:06,027 - mmaction - INFO - Epoch [59][2000/3134] lr: 0.00100, eta: 21:02:14, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7312, loss_cls: 2.3247, loss: 2.3247 2020-06-18 00:47:17,688 - mmaction - INFO - Epoch [59][2020/3134] lr: 0.00100, eta: 21:02:02, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7531, loss_cls: 2.2129, loss: 2.2129 2020-06-18 00:47:29,365 - mmaction - INFO - Epoch [59][2040/3134] lr: 0.00100, eta: 21:01:51, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7562, loss_cls: 2.0483, loss: 2.0483 2020-06-18 00:47:40,951 - mmaction - INFO - Epoch [59][2060/3134] lr: 0.00100, eta: 21:01:39, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4125, top5_acc: 0.6750, loss_cls: 2.6343, loss: 2.6343 2020-06-18 00:47:52,518 - mmaction - INFO - Epoch [59][2080/3134] lr: 0.00100, eta: 21:01:27, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7000, loss_cls: 2.2699, loss: 2.2699 2020-06-18 00:48:04,206 - mmaction - INFO - Epoch [59][2100/3134] lr: 0.00100, eta: 21:01:15, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7625, loss_cls: 2.0842, loss: 2.0842 2020-06-18 00:48:15,776 - mmaction - INFO - Epoch [59][2120/3134] lr: 0.00100, eta: 21:01:04, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7438, loss_cls: 2.1149, loss: 2.1149 2020-06-18 00:48:27,443 - mmaction - INFO - Epoch [59][2140/3134] lr: 0.00100, eta: 21:00:52, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.3969, top5_acc: 0.7188, loss_cls: 2.3892, loss: 2.3892 2020-06-18 00:48:39,120 - mmaction - INFO - Epoch [59][2160/3134] lr: 0.00100, eta: 21:00:40, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7094, loss_cls: 2.2822, loss: 2.2822 2020-06-18 00:48:50,751 - mmaction - INFO - Epoch [59][2180/3134] lr: 0.00100, eta: 21:00:29, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7562, loss_cls: 2.2604, loss: 2.2604 2020-06-18 00:49:02,436 - mmaction - INFO - Epoch [59][2200/3134] lr: 0.00100, eta: 21:00:17, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7438, loss_cls: 2.2280, loss: 2.2280 2020-06-18 00:49:14,126 - mmaction - INFO - Epoch [59][2220/3134] lr: 0.00100, eta: 21:00:05, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7125, loss_cls: 2.2959, loss: 2.2959 2020-06-18 00:49:25,726 - mmaction - INFO - Epoch [59][2240/3134] lr: 0.00100, eta: 20:59:53, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7156, loss_cls: 2.3164, loss: 2.3164 2020-06-18 00:49:37,406 - mmaction - INFO - Epoch [59][2260/3134] lr: 0.00100, eta: 20:59:42, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7250, loss_cls: 2.2303, loss: 2.2303 2020-06-18 00:49:48,958 - mmaction - INFO - Epoch [59][2280/3134] lr: 0.00100, eta: 20:59:30, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4531, top5_acc: 0.6719, loss_cls: 2.4262, loss: 2.4262 2020-06-18 00:50:00,660 - mmaction - INFO - Epoch [59][2300/3134] lr: 0.00100, eta: 20:59:18, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7438, loss_cls: 2.2696, loss: 2.2696 2020-06-18 00:50:12,286 - mmaction - INFO - Epoch [59][2320/3134] lr: 0.00100, eta: 20:59:07, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7406, loss_cls: 2.2477, loss: 2.2477 2020-06-18 00:50:23,925 - mmaction - INFO - Epoch [59][2340/3134] lr: 0.00100, eta: 20:58:55, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7688, loss_cls: 2.1143, loss: 2.1143 2020-06-18 00:50:35,532 - mmaction - INFO - Epoch [59][2360/3134] lr: 0.00100, eta: 20:58:43, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6969, loss_cls: 2.4613, loss: 2.4613 2020-06-18 00:50:47,180 - mmaction - INFO - Epoch [59][2380/3134] lr: 0.00100, eta: 20:58:31, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7469, loss_cls: 2.2444, loss: 2.2444 2020-06-18 00:50:58,764 - mmaction - INFO - Epoch [59][2400/3134] lr: 0.00100, eta: 20:58:20, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7344, loss_cls: 2.1515, loss: 2.1515 2020-06-18 00:51:10,390 - mmaction - INFO - Epoch [59][2420/3134] lr: 0.00100, eta: 20:58:08, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4656, top5_acc: 0.6844, loss_cls: 2.5067, loss: 2.5067 2020-06-18 00:51:22,052 - mmaction - INFO - Epoch [59][2440/3134] lr: 0.00100, eta: 20:57:56, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7281, loss_cls: 2.3853, loss: 2.3853 2020-06-18 00:51:33,774 - mmaction - INFO - Epoch [59][2460/3134] lr: 0.00100, eta: 20:57:45, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7469, loss_cls: 2.3593, loss: 2.3593 2020-06-18 00:51:45,407 - mmaction - INFO - Epoch [59][2480/3134] lr: 0.00100, eta: 20:57:33, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4531, top5_acc: 0.6875, loss_cls: 2.4710, loss: 2.4710 2020-06-18 00:51:57,091 - mmaction - INFO - Epoch [59][2500/3134] lr: 0.00100, eta: 20:57:21, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4500, top5_acc: 0.6781, loss_cls: 2.4042, loss: 2.4042 2020-06-18 00:52:08,754 - mmaction - INFO - Epoch [59][2520/3134] lr: 0.00100, eta: 20:57:09, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4219, top5_acc: 0.6937, loss_cls: 2.3968, loss: 2.3968 2020-06-18 00:52:20,393 - mmaction - INFO - Epoch [59][2540/3134] lr: 0.00100, eta: 20:56:58, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7156, loss_cls: 2.2526, loss: 2.2526 2020-06-18 00:52:32,000 - mmaction - INFO - Epoch [59][2560/3134] lr: 0.00100, eta: 20:56:46, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7000, loss_cls: 2.3923, loss: 2.3923 2020-06-18 00:52:43,654 - mmaction - INFO - Epoch [59][2580/3134] lr: 0.00100, eta: 20:56:34, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7906, loss_cls: 2.1102, loss: 2.1102 2020-06-18 00:52:55,286 - mmaction - INFO - Epoch [59][2600/3134] lr: 0.00100, eta: 20:56:23, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7063, loss_cls: 2.3507, loss: 2.3507 2020-06-18 00:53:06,957 - mmaction - INFO - Epoch [59][2620/3134] lr: 0.00100, eta: 20:56:11, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7281, loss_cls: 2.3466, loss: 2.3466 2020-06-18 00:53:18,592 - mmaction - INFO - Epoch [59][2640/3134] lr: 0.00100, eta: 20:55:59, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6656, loss_cls: 2.6333, loss: 2.6333 2020-06-18 00:53:30,205 - mmaction - INFO - Epoch [59][2660/3134] lr: 0.00100, eta: 20:55:47, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7188, loss_cls: 2.4073, loss: 2.4073 2020-06-18 00:53:41,825 - mmaction - INFO - Epoch [59][2680/3134] lr: 0.00100, eta: 20:55:36, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7594, loss_cls: 2.0991, loss: 2.0991 2020-06-18 00:53:53,426 - mmaction - INFO - Epoch [59][2700/3134] lr: 0.00100, eta: 20:55:24, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7312, loss_cls: 2.2907, loss: 2.2907 2020-06-18 00:54:05,080 - mmaction - INFO - Epoch [59][2720/3134] lr: 0.00100, eta: 20:55:12, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4437, top5_acc: 0.6875, loss_cls: 2.4223, loss: 2.4223 2020-06-18 00:54:16,693 - mmaction - INFO - Epoch [59][2740/3134] lr: 0.00100, eta: 20:55:01, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4938, top5_acc: 0.6906, loss_cls: 2.3871, loss: 2.3871 2020-06-18 00:54:28,343 - mmaction - INFO - Epoch [59][2760/3134] lr: 0.00100, eta: 20:54:49, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7375, loss_cls: 2.1064, loss: 2.1064 2020-06-18 00:54:39,973 - mmaction - INFO - Epoch [59][2780/3134] lr: 0.00100, eta: 20:54:37, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7344, loss_cls: 2.2759, loss: 2.2759 2020-06-18 00:54:51,595 - mmaction - INFO - Epoch [59][2800/3134] lr: 0.00100, eta: 20:54:25, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7281, loss_cls: 2.2422, loss: 2.2422 2020-06-18 00:55:03,310 - mmaction - INFO - Epoch [59][2820/3134] lr: 0.00100, eta: 20:54:14, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7188, loss_cls: 2.2428, loss: 2.2428 2020-06-18 00:55:14,944 - mmaction - INFO - Epoch [59][2840/3134] lr: 0.00100, eta: 20:54:02, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7281, loss_cls: 2.2444, loss: 2.2444 2020-06-18 00:55:26,584 - mmaction - INFO - Epoch [59][2860/3134] lr: 0.00100, eta: 20:53:50, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7188, loss_cls: 2.2941, loss: 2.2941 2020-06-18 00:55:38,276 - mmaction - INFO - Epoch [59][2880/3134] lr: 0.00100, eta: 20:53:39, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4281, top5_acc: 0.7250, loss_cls: 2.2968, loss: 2.2968 2020-06-18 00:55:49,936 - mmaction - INFO - Epoch [59][2900/3134] lr: 0.00100, eta: 20:53:27, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7094, loss_cls: 2.2227, loss: 2.2227 2020-06-18 00:56:01,624 - mmaction - INFO - Epoch [59][2920/3134] lr: 0.00100, eta: 20:53:15, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7281, loss_cls: 2.3150, loss: 2.3150 2020-06-18 00:56:13,301 - mmaction - INFO - Epoch [59][2940/3134] lr: 0.00100, eta: 20:53:04, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7063, loss_cls: 2.1649, loss: 2.1649 2020-06-18 00:56:24,957 - mmaction - INFO - Epoch [59][2960/3134] lr: 0.00100, eta: 20:52:52, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7063, loss_cls: 2.3085, loss: 2.3085 2020-06-18 00:56:36,631 - mmaction - INFO - Epoch [59][2980/3134] lr: 0.00100, eta: 20:52:40, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4531, top5_acc: 0.6844, loss_cls: 2.4134, loss: 2.4134 2020-06-18 00:56:48,227 - mmaction - INFO - Epoch [59][3000/3134] lr: 0.00100, eta: 20:52:28, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7188, loss_cls: 2.2852, loss: 2.2852 2020-06-18 00:56:59,910 - mmaction - INFO - Epoch [59][3020/3134] lr: 0.00100, eta: 20:52:17, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7125, loss_cls: 2.4115, loss: 2.4115 2020-06-18 00:57:11,565 - mmaction - INFO - Epoch [59][3040/3134] lr: 0.00100, eta: 20:52:05, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7531, loss_cls: 2.1640, loss: 2.1640 2020-06-18 00:57:23,185 - mmaction - INFO - Epoch [59][3060/3134] lr: 0.00100, eta: 20:51:53, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7031, loss_cls: 2.3577, loss: 2.3577 2020-06-18 00:57:34,781 - mmaction - INFO - Epoch [59][3080/3134] lr: 0.00100, eta: 20:51:42, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7312, loss_cls: 2.1108, loss: 2.1108 2020-06-18 00:57:46,439 - mmaction - INFO - Epoch [59][3100/3134] lr: 0.00100, eta: 20:51:30, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7156, loss_cls: 2.3935, loss: 2.3935 2020-06-18 00:57:58,084 - mmaction - INFO - Epoch [59][3120/3134] lr: 0.00100, eta: 20:51:18, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7531, loss_cls: 2.0853, loss: 2.0853 2020-06-18 00:58:33,269 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-18 00:58:34,526 - mmaction - INFO - top1_acc 0.2836 top5_acc 0.5380 2020-06-18 00:58:34,542 - mmaction - INFO - Epoch [59][3134/3134] lr: 0.00100, top1_acc: 0.2836, top5_acc: 0.5380 2020-06-18 00:58:49,761 - mmaction - INFO - Epoch [60][20/3134] lr: 0.00100, eta: 20:50:55, time: 0.761, data_time: 0.180, memory: 8339, top1_acc: 0.4188, top5_acc: 0.7250, loss_cls: 2.3103, loss: 2.3103 2020-06-18 00:59:01,465 - mmaction - INFO - Epoch [60][40/3134] lr: 0.00100, eta: 20:50:43, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6719, loss_cls: 2.6114, loss: 2.6114 2020-06-18 00:59:13,136 - mmaction - INFO - Epoch [60][60/3134] lr: 0.00100, eta: 20:50:32, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7625, loss_cls: 2.0330, loss: 2.0330 2020-06-18 00:59:24,766 - mmaction - INFO - Epoch [60][80/3134] lr: 0.00100, eta: 20:50:20, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7500, loss_cls: 2.1893, loss: 2.1893 2020-06-18 00:59:36,498 - mmaction - INFO - Epoch [60][100/3134] lr: 0.00100, eta: 20:50:08, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7156, loss_cls: 2.1502, loss: 2.1502 2020-06-18 00:59:48,150 - mmaction - INFO - Epoch [60][120/3134] lr: 0.00100, eta: 20:49:57, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7312, loss_cls: 2.1724, loss: 2.1724 2020-06-18 00:59:59,792 - mmaction - INFO - Epoch [60][140/3134] lr: 0.00100, eta: 20:49:45, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7438, loss_cls: 2.1917, loss: 2.1917 2020-06-18 01:00:12,027 - mmaction - INFO - Epoch [60][160/3134] lr: 0.00100, eta: 20:49:34, time: 0.610, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7250, loss_cls: 2.2966, loss: 2.2966 2020-06-18 01:00:24,061 - mmaction - INFO - Epoch [60][180/3134] lr: 0.00100, eta: 20:49:22, time: 0.602, data_time: 0.004, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7312, loss_cls: 2.2485, loss: 2.2485 2020-06-18 01:00:35,692 - mmaction - INFO - Epoch [60][200/3134] lr: 0.00100, eta: 20:49:10, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7031, loss_cls: 2.3257, loss: 2.3257 2020-06-18 01:00:47,317 - mmaction - INFO - Epoch [60][220/3134] lr: 0.00100, eta: 20:48:59, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7281, loss_cls: 2.1968, loss: 2.1968 2020-06-18 01:00:58,980 - mmaction - INFO - Epoch [60][240/3134] lr: 0.00100, eta: 20:48:47, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7688, loss_cls: 2.0839, loss: 2.0839 2020-06-18 01:01:10,655 - mmaction - INFO - Epoch [60][260/3134] lr: 0.00100, eta: 20:48:35, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7469, loss_cls: 2.2764, loss: 2.2764 2020-06-18 01:01:22,328 - mmaction - INFO - Epoch [60][280/3134] lr: 0.00100, eta: 20:48:24, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7688, loss_cls: 2.0664, loss: 2.0664 2020-06-18 01:01:33,930 - mmaction - INFO - Epoch [60][300/3134] lr: 0.00100, eta: 20:48:12, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7250, loss_cls: 2.2976, loss: 2.2976 2020-06-18 01:01:45,540 - mmaction - INFO - Epoch [60][320/3134] lr: 0.00100, eta: 20:48:00, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7219, loss_cls: 2.2246, loss: 2.2246 2020-06-18 01:01:57,173 - mmaction - INFO - Epoch [60][340/3134] lr: 0.00100, eta: 20:47:48, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7719, loss_cls: 2.1407, loss: 2.1407 2020-06-18 01:02:08,859 - mmaction - INFO - Epoch [60][360/3134] lr: 0.00100, eta: 20:47:37, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7438, loss_cls: 2.2336, loss: 2.2336 2020-06-18 01:02:20,497 - mmaction - INFO - Epoch [60][380/3134] lr: 0.00100, eta: 20:47:25, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5031, top5_acc: 0.6937, loss_cls: 2.2952, loss: 2.2952 2020-06-18 01:02:32,126 - mmaction - INFO - Epoch [60][400/3134] lr: 0.00100, eta: 20:47:13, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7625, loss_cls: 2.0600, loss: 2.0600 2020-06-18 01:02:43,745 - mmaction - INFO - Epoch [60][420/3134] lr: 0.00100, eta: 20:47:02, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7344, loss_cls: 2.1423, loss: 2.1423 2020-06-18 01:02:55,389 - mmaction - INFO - Epoch [60][440/3134] lr: 0.00100, eta: 20:46:50, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7656, loss_cls: 2.2101, loss: 2.2101 2020-06-18 01:03:06,988 - mmaction - INFO - Epoch [60][460/3134] lr: 0.00100, eta: 20:46:38, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7375, loss_cls: 2.2786, loss: 2.2786 2020-06-18 01:03:18,726 - mmaction - INFO - Epoch [60][480/3134] lr: 0.00100, eta: 20:46:26, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7562, loss_cls: 2.2369, loss: 2.2369 2020-06-18 01:03:30,361 - mmaction - INFO - Epoch [60][500/3134] lr: 0.00100, eta: 20:46:15, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7000, loss_cls: 2.3400, loss: 2.3400 2020-06-18 01:03:42,050 - mmaction - INFO - Epoch [60][520/3134] lr: 0.00100, eta: 20:46:03, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4156, top5_acc: 0.7312, loss_cls: 2.3821, loss: 2.3821 2020-06-18 01:03:53,709 - mmaction - INFO - Epoch [60][540/3134] lr: 0.00100, eta: 20:45:51, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7531, loss_cls: 2.1747, loss: 2.1747 2020-06-18 01:04:05,344 - mmaction - INFO - Epoch [60][560/3134] lr: 0.00100, eta: 20:45:40, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.6937, loss_cls: 2.2579, loss: 2.2579 2020-06-18 01:04:16,964 - mmaction - INFO - Epoch [60][580/3134] lr: 0.00100, eta: 20:45:28, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7188, loss_cls: 2.4667, loss: 2.4667 2020-06-18 01:04:28,632 - mmaction - INFO - Epoch [60][600/3134] lr: 0.00100, eta: 20:45:16, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7469, loss_cls: 2.1429, loss: 2.1429 2020-06-18 01:04:40,305 - mmaction - INFO - Epoch [60][620/3134] lr: 0.00100, eta: 20:45:04, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7188, loss_cls: 2.3154, loss: 2.3154 2020-06-18 01:04:51,946 - mmaction - INFO - Epoch [60][640/3134] lr: 0.00100, eta: 20:44:53, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7250, loss_cls: 2.2941, loss: 2.2941 2020-06-18 01:05:03,635 - mmaction - INFO - Epoch [60][660/3134] lr: 0.00100, eta: 20:44:41, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7031, loss_cls: 2.4718, loss: 2.4718 2020-06-18 01:05:15,265 - mmaction - INFO - Epoch [60][680/3134] lr: 0.00100, eta: 20:44:29, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7125, loss_cls: 2.3081, loss: 2.3081 2020-06-18 01:05:26,845 - mmaction - INFO - Epoch [60][700/3134] lr: 0.00100, eta: 20:44:18, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7375, loss_cls: 2.2636, loss: 2.2636 2020-06-18 01:05:38,480 - mmaction - INFO - Epoch [60][720/3134] lr: 0.00100, eta: 20:44:06, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7188, loss_cls: 2.1625, loss: 2.1625 2020-06-18 01:05:50,249 - mmaction - INFO - Epoch [60][740/3134] lr: 0.00100, eta: 20:43:54, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7281, loss_cls: 2.2878, loss: 2.2878 2020-06-18 01:06:01,930 - mmaction - INFO - Epoch [60][760/3134] lr: 0.00100, eta: 20:43:43, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7219, loss_cls: 2.2548, loss: 2.2548 2020-06-18 01:06:13,531 - mmaction - INFO - Epoch [60][780/3134] lr: 0.00100, eta: 20:43:31, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7219, loss_cls: 2.2926, loss: 2.2926 2020-06-18 01:06:25,247 - mmaction - INFO - Epoch [60][800/3134] lr: 0.00100, eta: 20:43:19, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.4344, top5_acc: 0.6875, loss_cls: 2.4732, loss: 2.4732 2020-06-18 01:06:36,942 - mmaction - INFO - Epoch [60][820/3134] lr: 0.00100, eta: 20:43:07, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7312, loss_cls: 2.2180, loss: 2.2180 2020-06-18 01:06:48,661 - mmaction - INFO - Epoch [60][840/3134] lr: 0.00100, eta: 20:42:56, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7500, loss_cls: 2.0468, loss: 2.0468 2020-06-18 01:07:00,308 - mmaction - INFO - Epoch [60][860/3134] lr: 0.00100, eta: 20:42:44, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7656, loss_cls: 2.0606, loss: 2.0606 2020-06-18 01:07:11,906 - mmaction - INFO - Epoch [60][880/3134] lr: 0.00100, eta: 20:42:32, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7219, loss_cls: 2.3187, loss: 2.3187 2020-06-18 01:07:23,540 - mmaction - INFO - Epoch [60][900/3134] lr: 0.00100, eta: 20:42:21, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7375, loss_cls: 2.3315, loss: 2.3315 2020-06-18 01:07:35,160 - mmaction - INFO - Epoch [60][920/3134] lr: 0.00100, eta: 20:42:09, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7562, loss_cls: 2.1280, loss: 2.1280 2020-06-18 01:07:46,770 - mmaction - INFO - Epoch [60][940/3134] lr: 0.00100, eta: 20:41:57, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7219, loss_cls: 2.2093, loss: 2.2093 2020-06-18 01:07:58,389 - mmaction - INFO - Epoch [60][960/3134] lr: 0.00100, eta: 20:41:45, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7281, loss_cls: 2.3247, loss: 2.3247 2020-06-18 01:08:10,041 - mmaction - INFO - Epoch [60][980/3134] lr: 0.00100, eta: 20:41:34, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7312, loss_cls: 2.2300, loss: 2.2300 2020-06-18 01:08:21,704 - mmaction - INFO - Epoch [60][1000/3134] lr: 0.00100, eta: 20:41:22, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7375, loss_cls: 2.2383, loss: 2.2383 2020-06-18 01:08:33,403 - mmaction - INFO - Epoch [60][1020/3134] lr: 0.00100, eta: 20:41:10, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7406, loss_cls: 2.1553, loss: 2.1553 2020-06-18 01:08:45,058 - mmaction - INFO - Epoch [60][1040/3134] lr: 0.00100, eta: 20:40:59, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7219, loss_cls: 2.2294, loss: 2.2294 2020-06-18 01:08:56,716 - mmaction - INFO - Epoch [60][1060/3134] lr: 0.00100, eta: 20:40:47, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7375, loss_cls: 2.1936, loss: 2.1936 2020-06-18 01:09:08,400 - mmaction - INFO - Epoch [60][1080/3134] lr: 0.00100, eta: 20:40:35, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7500, loss_cls: 2.3588, loss: 2.3588 2020-06-18 01:09:20,041 - mmaction - INFO - Epoch [60][1100/3134] lr: 0.00100, eta: 20:40:24, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7562, loss_cls: 2.1047, loss: 2.1047 2020-06-18 01:09:31,690 - mmaction - INFO - Epoch [60][1120/3134] lr: 0.00100, eta: 20:40:12, time: 0.582, data_time: 0.000, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7312, loss_cls: 2.2529, loss: 2.2529 2020-06-18 01:09:43,378 - mmaction - INFO - Epoch [60][1140/3134] lr: 0.00100, eta: 20:40:00, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4281, top5_acc: 0.7063, loss_cls: 2.3235, loss: 2.3235 2020-06-18 01:09:55,069 - mmaction - INFO - Epoch [60][1160/3134] lr: 0.00100, eta: 20:39:48, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7406, loss_cls: 2.1381, loss: 2.1381 2020-06-18 01:10:06,702 - mmaction - INFO - Epoch [60][1180/3134] lr: 0.00100, eta: 20:39:37, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7312, loss_cls: 2.3224, loss: 2.3224 2020-06-18 01:10:18,345 - mmaction - INFO - Epoch [60][1200/3134] lr: 0.00100, eta: 20:39:25, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7375, loss_cls: 2.2571, loss: 2.2571 2020-06-18 01:10:30,371 - mmaction - INFO - Epoch [60][1220/3134] lr: 0.00100, eta: 20:39:14, time: 0.600, data_time: 0.015, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7094, loss_cls: 2.3218, loss: 2.3218 2020-06-18 01:10:42,039 - mmaction - INFO - Epoch [60][1240/3134] lr: 0.00100, eta: 20:39:02, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7063, loss_cls: 2.3727, loss: 2.3727 2020-06-18 01:10:53,737 - mmaction - INFO - Epoch [60][1260/3134] lr: 0.00100, eta: 20:38:50, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7250, loss_cls: 2.2183, loss: 2.2183 2020-06-18 01:11:05,422 - mmaction - INFO - Epoch [60][1280/3134] lr: 0.00100, eta: 20:38:39, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4344, top5_acc: 0.6969, loss_cls: 2.5401, loss: 2.5401 2020-06-18 01:11:17,028 - mmaction - INFO - Epoch [60][1300/3134] lr: 0.00100, eta: 20:38:27, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7156, loss_cls: 2.2949, loss: 2.2949 2020-06-18 01:11:28,690 - mmaction - INFO - Epoch [60][1320/3134] lr: 0.00100, eta: 20:38:15, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7156, loss_cls: 2.4139, loss: 2.4139 2020-06-18 01:11:40,304 - mmaction - INFO - Epoch [60][1340/3134] lr: 0.00100, eta: 20:38:03, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7688, loss_cls: 2.0170, loss: 2.0170 2020-06-18 01:11:51,917 - mmaction - INFO - Epoch [60][1360/3134] lr: 0.00100, eta: 20:37:52, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7562, loss_cls: 2.1914, loss: 2.1914 2020-06-18 01:12:03,537 - mmaction - INFO - Epoch [60][1380/3134] lr: 0.00100, eta: 20:37:40, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7063, loss_cls: 2.3562, loss: 2.3562 2020-06-18 01:12:15,146 - mmaction - INFO - Epoch [60][1400/3134] lr: 0.00100, eta: 20:37:28, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7375, loss_cls: 2.2466, loss: 2.2466 2020-06-18 01:12:26,862 - mmaction - INFO - Epoch [60][1420/3134] lr: 0.00100, eta: 20:37:17, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7250, loss_cls: 2.2893, loss: 2.2893 2020-06-18 01:12:38,471 - mmaction - INFO - Epoch [60][1440/3134] lr: 0.00100, eta: 20:37:05, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7125, loss_cls: 2.3167, loss: 2.3167 2020-06-18 01:12:50,128 - mmaction - INFO - Epoch [60][1460/3134] lr: 0.00100, eta: 20:36:53, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7438, loss_cls: 2.1814, loss: 2.1814 2020-06-18 01:13:01,762 - mmaction - INFO - Epoch [60][1480/3134] lr: 0.00100, eta: 20:36:41, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7156, loss_cls: 2.2568, loss: 2.2568 2020-06-18 01:13:13,342 - mmaction - INFO - Epoch [60][1500/3134] lr: 0.00100, eta: 20:36:30, time: 0.577, data_time: 0.000, memory: 8339, top1_acc: 0.4719, top5_acc: 0.6719, loss_cls: 2.3768, loss: 2.3768 2020-06-18 01:13:25,012 - mmaction - INFO - Epoch [60][1520/3134] lr: 0.00100, eta: 20:36:18, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7250, loss_cls: 2.3492, loss: 2.3492 2020-06-18 01:13:36,571 - mmaction - INFO - Epoch [60][1540/3134] lr: 0.00100, eta: 20:36:06, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7438, loss_cls: 2.1728, loss: 2.1728 2020-06-18 01:13:48,295 - mmaction - INFO - Epoch [60][1560/3134] lr: 0.00100, eta: 20:35:54, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4281, top5_acc: 0.7219, loss_cls: 2.3967, loss: 2.3967 2020-06-18 01:13:59,907 - mmaction - INFO - Epoch [60][1580/3134] lr: 0.00100, eta: 20:35:43, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7375, loss_cls: 2.2373, loss: 2.2373 2020-06-18 01:14:11,592 - mmaction - INFO - Epoch [60][1600/3134] lr: 0.00100, eta: 20:35:31, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7000, loss_cls: 2.3479, loss: 2.3479 2020-06-18 01:14:23,246 - mmaction - INFO - Epoch [60][1620/3134] lr: 0.00100, eta: 20:35:19, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7344, loss_cls: 2.2150, loss: 2.2150 2020-06-18 01:14:34,885 - mmaction - INFO - Epoch [60][1640/3134] lr: 0.00100, eta: 20:35:08, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7594, loss_cls: 2.0836, loss: 2.0836 2020-06-18 01:14:46,579 - mmaction - INFO - Epoch [60][1660/3134] lr: 0.00100, eta: 20:34:56, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7000, loss_cls: 2.3097, loss: 2.3097 2020-06-18 01:14:58,159 - mmaction - INFO - Epoch [60][1680/3134] lr: 0.00100, eta: 20:34:44, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7281, loss_cls: 2.2103, loss: 2.2103 2020-06-18 01:15:09,793 - mmaction - INFO - Epoch [60][1700/3134] lr: 0.00100, eta: 20:34:33, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7125, loss_cls: 2.2786, loss: 2.2786 2020-06-18 01:15:21,402 - mmaction - INFO - Epoch [60][1720/3134] lr: 0.00100, eta: 20:34:21, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7344, loss_cls: 2.3840, loss: 2.3840 2020-06-18 01:15:33,030 - mmaction - INFO - Epoch [60][1740/3134] lr: 0.00100, eta: 20:34:09, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7562, loss_cls: 2.2002, loss: 2.2002 2020-06-18 01:15:44,669 - mmaction - INFO - Epoch [60][1760/3134] lr: 0.00100, eta: 20:33:57, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7625, loss_cls: 2.1884, loss: 2.1884 2020-06-18 01:15:56,322 - mmaction - INFO - Epoch [60][1780/3134] lr: 0.00100, eta: 20:33:46, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7281, loss_cls: 2.2524, loss: 2.2524 2020-06-18 01:16:07,894 - mmaction - INFO - Epoch [60][1800/3134] lr: 0.00100, eta: 20:33:34, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7406, loss_cls: 2.2175, loss: 2.2175 2020-06-18 01:16:19,566 - mmaction - INFO - Epoch [60][1820/3134] lr: 0.00100, eta: 20:33:22, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4562, top5_acc: 0.6906, loss_cls: 2.3653, loss: 2.3653 2020-06-18 01:16:31,308 - mmaction - INFO - Epoch [60][1840/3134] lr: 0.00100, eta: 20:33:11, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7469, loss_cls: 2.1503, loss: 2.1503 2020-06-18 01:16:42,963 - mmaction - INFO - Epoch [60][1860/3134] lr: 0.00100, eta: 20:32:59, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7781, loss_cls: 2.0346, loss: 2.0346 2020-06-18 01:16:54,584 - mmaction - INFO - Epoch [60][1880/3134] lr: 0.00100, eta: 20:32:47, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7438, loss_cls: 2.2779, loss: 2.2779 2020-06-18 01:17:06,238 - mmaction - INFO - Epoch [60][1900/3134] lr: 0.00100, eta: 20:32:35, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7406, loss_cls: 2.3268, loss: 2.3268 2020-06-18 01:17:17,866 - mmaction - INFO - Epoch [60][1920/3134] lr: 0.00100, eta: 20:32:24, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7094, loss_cls: 2.3120, loss: 2.3120 2020-06-18 01:17:29,536 - mmaction - INFO - Epoch [60][1940/3134] lr: 0.00100, eta: 20:32:12, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7250, loss_cls: 2.2503, loss: 2.2503 2020-06-18 01:17:41,098 - mmaction - INFO - Epoch [60][1960/3134] lr: 0.00100, eta: 20:32:00, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7344, loss_cls: 2.2820, loss: 2.2820 2020-06-18 01:17:52,761 - mmaction - INFO - Epoch [60][1980/3134] lr: 0.00100, eta: 20:31:49, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7469, loss_cls: 2.2698, loss: 2.2698 2020-06-18 01:18:04,379 - mmaction - INFO - Epoch [60][2000/3134] lr: 0.00100, eta: 20:31:37, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7500, loss_cls: 2.1760, loss: 2.1760 2020-06-18 01:18:15,982 - mmaction - INFO - Epoch [60][2020/3134] lr: 0.00100, eta: 20:31:25, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7031, loss_cls: 2.3497, loss: 2.3497 2020-06-18 01:18:27,625 - mmaction - INFO - Epoch [60][2040/3134] lr: 0.00100, eta: 20:31:13, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7156, loss_cls: 2.1753, loss: 2.1753 2020-06-18 01:18:39,263 - mmaction - INFO - Epoch [60][2060/3134] lr: 0.00100, eta: 20:31:02, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7250, loss_cls: 2.2833, loss: 2.2833 2020-06-18 01:18:50,910 - mmaction - INFO - Epoch [60][2080/3134] lr: 0.00100, eta: 20:30:50, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7406, loss_cls: 2.2037, loss: 2.2037 2020-06-18 01:19:02,573 - mmaction - INFO - Epoch [60][2100/3134] lr: 0.00100, eta: 20:30:38, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7500, loss_cls: 2.1849, loss: 2.1849 2020-06-18 01:19:14,186 - mmaction - INFO - Epoch [60][2120/3134] lr: 0.00100, eta: 20:30:27, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7781, loss_cls: 2.0600, loss: 2.0600 2020-06-18 01:19:25,822 - mmaction - INFO - Epoch [60][2140/3134] lr: 0.00100, eta: 20:30:15, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7094, loss_cls: 2.5347, loss: 2.5347 2020-06-18 01:19:37,565 - mmaction - INFO - Epoch [60][2160/3134] lr: 0.00100, eta: 20:30:03, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7719, loss_cls: 2.1588, loss: 2.1588 2020-06-18 01:19:49,185 - mmaction - INFO - Epoch [60][2180/3134] lr: 0.00100, eta: 20:29:51, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7344, loss_cls: 2.2993, loss: 2.2993 2020-06-18 01:20:00,738 - mmaction - INFO - Epoch [60][2200/3134] lr: 0.00100, eta: 20:29:40, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7406, loss_cls: 2.2022, loss: 2.2022 2020-06-18 01:20:12,553 - mmaction - INFO - Epoch [60][2220/3134] lr: 0.00100, eta: 20:29:28, time: 0.589, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7312, loss_cls: 2.1709, loss: 2.1709 2020-06-18 01:20:24,211 - mmaction - INFO - Epoch [60][2240/3134] lr: 0.00100, eta: 20:29:16, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7344, loss_cls: 2.1750, loss: 2.1750 2020-06-18 01:20:35,831 - mmaction - INFO - Epoch [60][2260/3134] lr: 0.00100, eta: 20:29:05, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7719, loss_cls: 2.1485, loss: 2.1485 2020-06-18 01:20:47,452 - mmaction - INFO - Epoch [60][2280/3134] lr: 0.00100, eta: 20:28:53, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7156, loss_cls: 2.2904, loss: 2.2904 2020-06-18 01:20:59,061 - mmaction - INFO - Epoch [60][2300/3134] lr: 0.00100, eta: 20:28:41, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7406, loss_cls: 2.3153, loss: 2.3153 2020-06-18 01:21:10,659 - mmaction - INFO - Epoch [60][2320/3134] lr: 0.00100, eta: 20:28:29, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7312, loss_cls: 2.2574, loss: 2.2574 2020-06-18 01:21:22,281 - mmaction - INFO - Epoch [60][2340/3134] lr: 0.00100, eta: 20:28:18, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7188, loss_cls: 2.3625, loss: 2.3625 2020-06-18 01:21:33,933 - mmaction - INFO - Epoch [60][2360/3134] lr: 0.00100, eta: 20:28:06, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7375, loss_cls: 2.1940, loss: 2.1940 2020-06-18 01:21:45,524 - mmaction - INFO - Epoch [60][2380/3134] lr: 0.00100, eta: 20:27:54, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7531, loss_cls: 2.1797, loss: 2.1797 2020-06-18 01:21:57,141 - mmaction - INFO - Epoch [60][2400/3134] lr: 0.00100, eta: 20:27:43, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7312, loss_cls: 2.2485, loss: 2.2485 2020-06-18 01:22:08,849 - mmaction - INFO - Epoch [60][2420/3134] lr: 0.00100, eta: 20:27:31, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7156, loss_cls: 2.3196, loss: 2.3196 2020-06-18 01:22:20,462 - mmaction - INFO - Epoch [60][2440/3134] lr: 0.00100, eta: 20:27:19, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7312, loss_cls: 2.3342, loss: 2.3342 2020-06-18 01:22:32,193 - mmaction - INFO - Epoch [60][2460/3134] lr: 0.00100, eta: 20:27:07, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7406, loss_cls: 2.2044, loss: 2.2044 2020-06-18 01:22:43,819 - mmaction - INFO - Epoch [60][2480/3134] lr: 0.00100, eta: 20:26:56, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.2285, loss: 2.2285 2020-06-18 01:22:55,489 - mmaction - INFO - Epoch [60][2500/3134] lr: 0.00100, eta: 20:26:44, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7250, loss_cls: 2.2428, loss: 2.2428 2020-06-18 01:23:07,122 - mmaction - INFO - Epoch [60][2520/3134] lr: 0.00100, eta: 20:26:32, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7250, loss_cls: 2.2567, loss: 2.2567 2020-06-18 01:23:18,773 - mmaction - INFO - Epoch [60][2540/3134] lr: 0.00100, eta: 20:26:21, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7063, loss_cls: 2.4177, loss: 2.4177 2020-06-18 01:23:30,470 - mmaction - INFO - Epoch [60][2560/3134] lr: 0.00100, eta: 20:26:09, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7125, loss_cls: 2.3566, loss: 2.3566 2020-06-18 01:23:42,144 - mmaction - INFO - Epoch [60][2580/3134] lr: 0.00100, eta: 20:25:57, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4156, top5_acc: 0.7156, loss_cls: 2.4235, loss: 2.4235 2020-06-18 01:23:53,844 - mmaction - INFO - Epoch [60][2600/3134] lr: 0.00100, eta: 20:25:46, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7375, loss_cls: 2.1716, loss: 2.1716 2020-06-18 01:24:05,539 - mmaction - INFO - Epoch [60][2620/3134] lr: 0.00100, eta: 20:25:34, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7094, loss_cls: 2.3850, loss: 2.3850 2020-06-18 01:24:17,220 - mmaction - INFO - Epoch [60][2640/3134] lr: 0.00100, eta: 20:25:22, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7562, loss_cls: 2.1219, loss: 2.1219 2020-06-18 01:24:28,859 - mmaction - INFO - Epoch [60][2660/3134] lr: 0.00100, eta: 20:25:11, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7750, loss_cls: 2.2174, loss: 2.2174 2020-06-18 01:24:40,550 - mmaction - INFO - Epoch [60][2680/3134] lr: 0.00100, eta: 20:24:59, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7469, loss_cls: 2.1672, loss: 2.1672 2020-06-18 01:24:52,208 - mmaction - INFO - Epoch [60][2700/3134] lr: 0.00100, eta: 20:24:47, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7562, loss_cls: 2.1658, loss: 2.1658 2020-06-18 01:25:03,816 - mmaction - INFO - Epoch [60][2720/3134] lr: 0.00100, eta: 20:24:35, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7500, loss_cls: 2.3253, loss: 2.3253 2020-06-18 01:25:15,576 - mmaction - INFO - Epoch [60][2740/3134] lr: 0.00100, eta: 20:24:24, time: 0.589, data_time: 0.002, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7312, loss_cls: 2.2847, loss: 2.2847 2020-06-18 01:25:27,200 - mmaction - INFO - Epoch [60][2760/3134] lr: 0.00100, eta: 20:24:12, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7406, loss_cls: 2.1909, loss: 2.1909 2020-06-18 01:25:38,870 - mmaction - INFO - Epoch [60][2780/3134] lr: 0.00100, eta: 20:24:00, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7188, loss_cls: 2.3250, loss: 2.3250 2020-06-18 01:25:50,506 - mmaction - INFO - Epoch [60][2800/3134] lr: 0.00100, eta: 20:23:49, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7281, loss_cls: 2.2274, loss: 2.2274 2020-06-18 01:26:02,118 - mmaction - INFO - Epoch [60][2820/3134] lr: 0.00100, eta: 20:23:37, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7406, loss_cls: 2.2245, loss: 2.2245 2020-06-18 01:26:13,698 - mmaction - INFO - Epoch [60][2840/3134] lr: 0.00100, eta: 20:23:25, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7438, loss_cls: 2.1973, loss: 2.1973 2020-06-18 01:26:25,385 - mmaction - INFO - Epoch [60][2860/3134] lr: 0.00100, eta: 20:23:13, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7312, loss_cls: 2.2282, loss: 2.2282 2020-06-18 01:26:36,974 - mmaction - INFO - Epoch [60][2880/3134] lr: 0.00100, eta: 20:23:02, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4562, top5_acc: 0.6687, loss_cls: 2.4332, loss: 2.4332 2020-06-18 01:26:48,633 - mmaction - INFO - Epoch [60][2900/3134] lr: 0.00100, eta: 20:22:50, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7688, loss_cls: 2.0838, loss: 2.0838 2020-06-18 01:27:00,223 - mmaction - INFO - Epoch [60][2920/3134] lr: 0.00100, eta: 20:22:38, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7375, loss_cls: 2.2500, loss: 2.2500 2020-06-18 01:27:11,859 - mmaction - INFO - Epoch [60][2940/3134] lr: 0.00100, eta: 20:22:27, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4250, top5_acc: 0.6937, loss_cls: 2.4238, loss: 2.4238 2020-06-18 01:27:23,494 - mmaction - INFO - Epoch [60][2960/3134] lr: 0.00100, eta: 20:22:15, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7719, loss_cls: 2.1697, loss: 2.1697 2020-06-18 01:27:35,118 - mmaction - INFO - Epoch [60][2980/3134] lr: 0.00100, eta: 20:22:03, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7188, loss_cls: 2.2594, loss: 2.2594 2020-06-18 01:27:46,737 - mmaction - INFO - Epoch [60][3000/3134] lr: 0.00100, eta: 20:21:51, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7281, loss_cls: 2.3238, loss: 2.3238 2020-06-18 01:27:58,410 - mmaction - INFO - Epoch [60][3020/3134] lr: 0.00100, eta: 20:21:40, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7031, loss_cls: 2.4504, loss: 2.4504 2020-06-18 01:28:10,019 - mmaction - INFO - Epoch [60][3040/3134] lr: 0.00100, eta: 20:21:28, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7844, loss_cls: 2.0474, loss: 2.0474 2020-06-18 01:28:21,680 - mmaction - INFO - Epoch [60][3060/3134] lr: 0.00100, eta: 20:21:16, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7000, loss_cls: 2.3915, loss: 2.3915 2020-06-18 01:28:33,282 - mmaction - INFO - Epoch [60][3080/3134] lr: 0.00100, eta: 20:21:05, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4188, top5_acc: 0.7125, loss_cls: 2.4885, loss: 2.4885 2020-06-18 01:28:44,907 - mmaction - INFO - Epoch [60][3100/3134] lr: 0.00100, eta: 20:20:53, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7219, loss_cls: 2.2583, loss: 2.2583 2020-06-18 01:28:56,505 - mmaction - INFO - Epoch [60][3120/3134] lr: 0.00100, eta: 20:20:41, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7031, loss_cls: 2.3050, loss: 2.3050 2020-06-18 01:29:33,921 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-18 01:29:35,188 - mmaction - INFO - top1_acc 0.2817 top5_acc 0.5362 2020-06-18 01:29:35,207 - mmaction - INFO - Epoch [60][3134/3134] lr: 0.00100, top1_acc: 0.2817, top5_acc: 0.5362 2020-06-18 01:29:50,411 - mmaction - INFO - Epoch [61][20/3134] lr: 0.00100, eta: 20:20:18, time: 0.759, data_time: 0.181, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7375, loss_cls: 2.3123, loss: 2.3123 2020-06-18 01:30:01,991 - mmaction - INFO - Epoch [61][40/3134] lr: 0.00100, eta: 20:20:06, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7094, loss_cls: 2.2327, loss: 2.2327 2020-06-18 01:30:13,589 - mmaction - INFO - Epoch [61][60/3134] lr: 0.00100, eta: 20:19:55, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7156, loss_cls: 2.2064, loss: 2.2064 2020-06-18 01:30:25,289 - mmaction - INFO - Epoch [61][80/3134] lr: 0.00100, eta: 20:19:43, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7375, loss_cls: 2.1371, loss: 2.1371 2020-06-18 01:30:37,033 - mmaction - INFO - Epoch [61][100/3134] lr: 0.00100, eta: 20:19:31, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7156, loss_cls: 2.3183, loss: 2.3183 2020-06-18 01:30:48,662 - mmaction - INFO - Epoch [61][120/3134] lr: 0.00100, eta: 20:19:20, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7094, loss_cls: 2.3177, loss: 2.3177 2020-06-18 01:31:00,286 - mmaction - INFO - Epoch [61][140/3134] lr: 0.00100, eta: 20:19:08, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7500, loss_cls: 2.3071, loss: 2.3071 2020-06-18 01:31:11,979 - mmaction - INFO - Epoch [61][160/3134] lr: 0.00100, eta: 20:18:56, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7188, loss_cls: 2.1935, loss: 2.1935 2020-06-18 01:31:23,623 - mmaction - INFO - Epoch [61][180/3134] lr: 0.00100, eta: 20:18:44, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4375, top5_acc: 0.6969, loss_cls: 2.4745, loss: 2.4745 2020-06-18 01:31:35,334 - mmaction - INFO - Epoch [61][200/3134] lr: 0.00100, eta: 20:18:33, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7375, loss_cls: 2.3090, loss: 2.3090 2020-06-18 01:31:47,095 - mmaction - INFO - Epoch [61][220/3134] lr: 0.00100, eta: 20:18:21, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7375, loss_cls: 2.2148, loss: 2.2148 2020-06-18 01:31:58,841 - mmaction - INFO - Epoch [61][240/3134] lr: 0.00100, eta: 20:18:09, time: 0.588, data_time: 0.002, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7531, loss_cls: 2.2713, loss: 2.2713 2020-06-18 01:32:10,495 - mmaction - INFO - Epoch [61][260/3134] lr: 0.00100, eta: 20:17:58, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7188, loss_cls: 2.3418, loss: 2.3418 2020-06-18 01:32:22,221 - mmaction - INFO - Epoch [61][280/3134] lr: 0.00100, eta: 20:17:46, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7063, loss_cls: 2.3449, loss: 2.3449 2020-06-18 01:32:33,881 - mmaction - INFO - Epoch [61][300/3134] lr: 0.00100, eta: 20:17:34, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7406, loss_cls: 2.1907, loss: 2.1907 2020-06-18 01:32:45,539 - mmaction - INFO - Epoch [61][320/3134] lr: 0.00100, eta: 20:17:23, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7656, loss_cls: 2.0786, loss: 2.0786 2020-06-18 01:32:57,084 - mmaction - INFO - Epoch [61][340/3134] lr: 0.00100, eta: 20:17:11, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7531, loss_cls: 2.2115, loss: 2.2115 2020-06-18 01:33:08,810 - mmaction - INFO - Epoch [61][360/3134] lr: 0.00100, eta: 20:16:59, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7562, loss_cls: 2.0664, loss: 2.0664 2020-06-18 01:33:20,414 - mmaction - INFO - Epoch [61][380/3134] lr: 0.00100, eta: 20:16:48, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6937, loss_cls: 2.4104, loss: 2.4104 2020-06-18 01:33:32,001 - mmaction - INFO - Epoch [61][400/3134] lr: 0.00100, eta: 20:16:36, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7656, loss_cls: 2.1684, loss: 2.1684 2020-06-18 01:33:43,670 - mmaction - INFO - Epoch [61][420/3134] lr: 0.00100, eta: 20:16:24, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7156, loss_cls: 2.3123, loss: 2.3123 2020-06-18 01:33:55,328 - mmaction - INFO - Epoch [61][440/3134] lr: 0.00100, eta: 20:16:12, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6813, loss_cls: 2.4404, loss: 2.4404 2020-06-18 01:34:06,976 - mmaction - INFO - Epoch [61][460/3134] lr: 0.00100, eta: 20:16:01, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7594, loss_cls: 2.0156, loss: 2.0156 2020-06-18 01:34:18,632 - mmaction - INFO - Epoch [61][480/3134] lr: 0.00100, eta: 20:15:49, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7125, loss_cls: 2.4100, loss: 2.4100 2020-06-18 01:34:30,294 - mmaction - INFO - Epoch [61][500/3134] lr: 0.00100, eta: 20:15:37, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7688, loss_cls: 2.0895, loss: 2.0895 2020-06-18 01:34:41,887 - mmaction - INFO - Epoch [61][520/3134] lr: 0.00100, eta: 20:15:26, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7500, loss_cls: 2.1470, loss: 2.1470 2020-06-18 01:34:53,537 - mmaction - INFO - Epoch [61][540/3134] lr: 0.00100, eta: 20:15:14, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7219, loss_cls: 2.3143, loss: 2.3143 2020-06-18 01:35:05,236 - mmaction - INFO - Epoch [61][560/3134] lr: 0.00100, eta: 20:15:02, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7125, loss_cls: 2.3989, loss: 2.3989 2020-06-18 01:35:16,864 - mmaction - INFO - Epoch [61][580/3134] lr: 0.00100, eta: 20:14:50, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7188, loss_cls: 2.3393, loss: 2.3393 2020-06-18 01:35:28,499 - mmaction - INFO - Epoch [61][600/3134] lr: 0.00100, eta: 20:14:39, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4531, top5_acc: 0.6906, loss_cls: 2.4517, loss: 2.4517 2020-06-18 01:35:40,146 - mmaction - INFO - Epoch [61][620/3134] lr: 0.00100, eta: 20:14:27, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7438, loss_cls: 2.1761, loss: 2.1761 2020-06-18 01:35:51,760 - mmaction - INFO - Epoch [61][640/3134] lr: 0.00100, eta: 20:14:15, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7281, loss_cls: 2.1707, loss: 2.1707 2020-06-18 01:36:03,431 - mmaction - INFO - Epoch [61][660/3134] lr: 0.00100, eta: 20:14:04, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7344, loss_cls: 2.1522, loss: 2.1522 2020-06-18 01:36:15,042 - mmaction - INFO - Epoch [61][680/3134] lr: 0.00100, eta: 20:13:52, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7375, loss_cls: 2.1454, loss: 2.1454 2020-06-18 01:36:26,653 - mmaction - INFO - Epoch [61][700/3134] lr: 0.00100, eta: 20:13:40, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7219, loss_cls: 2.3762, loss: 2.3762 2020-06-18 01:36:38,383 - mmaction - INFO - Epoch [61][720/3134] lr: 0.00100, eta: 20:13:28, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7469, loss_cls: 2.1637, loss: 2.1637 2020-06-18 01:36:49,951 - mmaction - INFO - Epoch [61][740/3134] lr: 0.00100, eta: 20:13:17, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7594, loss_cls: 2.1678, loss: 2.1678 2020-06-18 01:37:01,539 - mmaction - INFO - Epoch [61][760/3134] lr: 0.00100, eta: 20:13:05, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7438, loss_cls: 2.1152, loss: 2.1152 2020-06-18 01:37:13,185 - mmaction - INFO - Epoch [61][780/3134] lr: 0.00100, eta: 20:12:53, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7250, loss_cls: 2.2668, loss: 2.2668 2020-06-18 01:37:24,793 - mmaction - INFO - Epoch [61][800/3134] lr: 0.00100, eta: 20:12:42, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7188, loss_cls: 2.2334, loss: 2.2334 2020-06-18 01:37:36,496 - mmaction - INFO - Epoch [61][820/3134] lr: 0.00100, eta: 20:12:30, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7562, loss_cls: 2.1593, loss: 2.1593 2020-06-18 01:37:48,190 - mmaction - INFO - Epoch [61][840/3134] lr: 0.00100, eta: 20:12:18, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7375, loss_cls: 2.2115, loss: 2.2115 2020-06-18 01:37:59,843 - mmaction - INFO - Epoch [61][860/3134] lr: 0.00100, eta: 20:12:07, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7469, loss_cls: 2.0986, loss: 2.0986 2020-06-18 01:38:11,433 - mmaction - INFO - Epoch [61][880/3134] lr: 0.00100, eta: 20:11:55, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7531, loss_cls: 2.1929, loss: 2.1929 2020-06-18 01:38:23,175 - mmaction - INFO - Epoch [61][900/3134] lr: 0.00100, eta: 20:11:43, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7250, loss_cls: 2.3164, loss: 2.3164 2020-06-18 01:38:34,792 - mmaction - INFO - Epoch [61][920/3134] lr: 0.00100, eta: 20:11:31, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7063, loss_cls: 2.3687, loss: 2.3687 2020-06-18 01:38:46,342 - mmaction - INFO - Epoch [61][940/3134] lr: 0.00100, eta: 20:11:20, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7125, loss_cls: 2.3623, loss: 2.3623 2020-06-18 01:38:57,974 - mmaction - INFO - Epoch [61][960/3134] lr: 0.00100, eta: 20:11:08, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7125, loss_cls: 2.1954, loss: 2.1954 2020-06-18 01:39:09,617 - mmaction - INFO - Epoch [61][980/3134] lr: 0.00100, eta: 20:10:56, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4250, top5_acc: 0.7219, loss_cls: 2.4473, loss: 2.4473 2020-06-18 01:39:21,286 - mmaction - INFO - Epoch [61][1000/3134] lr: 0.00100, eta: 20:10:45, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7219, loss_cls: 2.2357, loss: 2.2357 2020-06-18 01:39:32,941 - mmaction - INFO - Epoch [61][1020/3134] lr: 0.00100, eta: 20:10:33, time: 0.582, data_time: 0.000, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7625, loss_cls: 2.1057, loss: 2.1057 2020-06-18 01:39:44,628 - mmaction - INFO - Epoch [61][1040/3134] lr: 0.00100, eta: 20:10:21, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7063, loss_cls: 2.2953, loss: 2.2953 2020-06-18 01:39:56,405 - mmaction - INFO - Epoch [61][1060/3134] lr: 0.00100, eta: 20:10:10, time: 0.589, data_time: 0.002, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7594, loss_cls: 2.0941, loss: 2.0941 2020-06-18 01:40:08,078 - mmaction - INFO - Epoch [61][1080/3134] lr: 0.00100, eta: 20:09:58, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7125, loss_cls: 2.2722, loss: 2.2722 2020-06-18 01:40:19,691 - mmaction - INFO - Epoch [61][1100/3134] lr: 0.00100, eta: 20:09:46, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7750, loss_cls: 2.1129, loss: 2.1129 2020-06-18 01:40:31,325 - mmaction - INFO - Epoch [61][1120/3134] lr: 0.00100, eta: 20:09:34, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7594, loss_cls: 2.2179, loss: 2.2179 2020-06-18 01:40:42,969 - mmaction - INFO - Epoch [61][1140/3134] lr: 0.00100, eta: 20:09:23, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7094, loss_cls: 2.4738, loss: 2.4738 2020-06-18 01:40:54,572 - mmaction - INFO - Epoch [61][1160/3134] lr: 0.00100, eta: 20:09:11, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7500, loss_cls: 2.1929, loss: 2.1929 2020-06-18 01:41:06,279 - mmaction - INFO - Epoch [61][1180/3134] lr: 0.00100, eta: 20:08:59, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7531, loss_cls: 2.2671, loss: 2.2671 2020-06-18 01:41:17,857 - mmaction - INFO - Epoch [61][1200/3134] lr: 0.00100, eta: 20:08:48, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7156, loss_cls: 2.3834, loss: 2.3834 2020-06-18 01:41:29,526 - mmaction - INFO - Epoch [61][1220/3134] lr: 0.00100, eta: 20:08:36, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7469, loss_cls: 2.1851, loss: 2.1851 2020-06-18 01:41:41,231 - mmaction - INFO - Epoch [61][1240/3134] lr: 0.00100, eta: 20:08:24, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.4281, top5_acc: 0.7094, loss_cls: 2.4185, loss: 2.4185 2020-06-18 01:41:52,905 - mmaction - INFO - Epoch [61][1260/3134] lr: 0.00100, eta: 20:08:12, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7281, loss_cls: 2.3877, loss: 2.3877 2020-06-18 01:42:04,611 - mmaction - INFO - Epoch [61][1280/3134] lr: 0.00100, eta: 20:08:01, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7531, loss_cls: 2.1638, loss: 2.1638 2020-06-18 01:42:16,231 - mmaction - INFO - Epoch [61][1300/3134] lr: 0.00100, eta: 20:07:49, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7500, loss_cls: 2.0733, loss: 2.0733 2020-06-18 01:42:27,818 - mmaction - INFO - Epoch [61][1320/3134] lr: 0.00100, eta: 20:07:37, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7656, loss_cls: 2.0249, loss: 2.0249 2020-06-18 01:42:39,455 - mmaction - INFO - Epoch [61][1340/3134] lr: 0.00100, eta: 20:07:26, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7094, loss_cls: 2.3398, loss: 2.3398 2020-06-18 01:42:51,143 - mmaction - INFO - Epoch [61][1360/3134] lr: 0.00100, eta: 20:07:14, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7312, loss_cls: 2.1548, loss: 2.1548 2020-06-18 01:43:02,768 - mmaction - INFO - Epoch [61][1380/3134] lr: 0.00100, eta: 20:07:02, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7188, loss_cls: 2.3425, loss: 2.3425 2020-06-18 01:43:14,435 - mmaction - INFO - Epoch [61][1400/3134] lr: 0.00100, eta: 20:06:51, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7219, loss_cls: 2.2069, loss: 2.2069 2020-06-18 01:43:26,062 - mmaction - INFO - Epoch [61][1420/3134] lr: 0.00100, eta: 20:06:39, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7094, loss_cls: 2.2478, loss: 2.2478 2020-06-18 01:43:37,668 - mmaction - INFO - Epoch [61][1440/3134] lr: 0.00100, eta: 20:06:27, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7500, loss_cls: 2.2278, loss: 2.2278 2020-06-18 01:43:49,298 - mmaction - INFO - Epoch [61][1460/3134] lr: 0.00100, eta: 20:06:15, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7156, loss_cls: 2.3066, loss: 2.3066 2020-06-18 01:44:00,994 - mmaction - INFO - Epoch [61][1480/3134] lr: 0.00100, eta: 20:06:04, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7219, loss_cls: 2.3702, loss: 2.3702 2020-06-18 01:44:12,787 - mmaction - INFO - Epoch [61][1500/3134] lr: 0.00100, eta: 20:05:52, time: 0.591, data_time: 0.002, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7438, loss_cls: 2.2325, loss: 2.2325 2020-06-18 01:44:24,408 - mmaction - INFO - Epoch [61][1520/3134] lr: 0.00100, eta: 20:05:40, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7219, loss_cls: 2.2576, loss: 2.2576 2020-06-18 01:44:36,017 - mmaction - INFO - Epoch [61][1540/3134] lr: 0.00100, eta: 20:05:29, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7125, loss_cls: 2.2881, loss: 2.2881 2020-06-18 01:44:47,658 - mmaction - INFO - Epoch [61][1560/3134] lr: 0.00100, eta: 20:05:17, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7656, loss_cls: 2.2010, loss: 2.2010 2020-06-18 01:44:59,265 - mmaction - INFO - Epoch [61][1580/3134] lr: 0.00100, eta: 20:05:05, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7281, loss_cls: 2.2452, loss: 2.2452 2020-06-18 01:45:10,872 - mmaction - INFO - Epoch [61][1600/3134] lr: 0.00100, eta: 20:04:53, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 2.1033, loss: 2.1033 2020-06-18 01:45:22,525 - mmaction - INFO - Epoch [61][1620/3134] lr: 0.00100, eta: 20:04:42, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7031, loss_cls: 2.3803, loss: 2.3803 2020-06-18 01:45:34,117 - mmaction - INFO - Epoch [61][1640/3134] lr: 0.00100, eta: 20:04:30, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7625, loss_cls: 2.1648, loss: 2.1648 2020-06-18 01:45:45,798 - mmaction - INFO - Epoch [61][1660/3134] lr: 0.00100, eta: 20:04:18, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7719, loss_cls: 1.9557, loss: 1.9557 2020-06-18 01:45:57,452 - mmaction - INFO - Epoch [61][1680/3134] lr: 0.00100, eta: 20:04:07, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7500, loss_cls: 2.2169, loss: 2.2169 2020-06-18 01:46:09,125 - mmaction - INFO - Epoch [61][1700/3134] lr: 0.00100, eta: 20:03:55, time: 0.583, data_time: 0.000, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7625, loss_cls: 2.2259, loss: 2.2259 2020-06-18 01:46:20,699 - mmaction - INFO - Epoch [61][1720/3134] lr: 0.00100, eta: 20:03:43, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7281, loss_cls: 2.1250, loss: 2.1250 2020-06-18 01:46:32,475 - mmaction - INFO - Epoch [61][1740/3134] lr: 0.00100, eta: 20:03:31, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7438, loss_cls: 2.0871, loss: 2.0871 2020-06-18 01:46:44,108 - mmaction - INFO - Epoch [61][1760/3134] lr: 0.00100, eta: 20:03:20, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7406, loss_cls: 2.1714, loss: 2.1714 2020-06-18 01:46:55,719 - mmaction - INFO - Epoch [61][1780/3134] lr: 0.00100, eta: 20:03:08, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.6937, loss_cls: 2.2981, loss: 2.2981 2020-06-18 01:47:07,410 - mmaction - INFO - Epoch [61][1800/3134] lr: 0.00100, eta: 20:02:56, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7531, loss_cls: 2.2252, loss: 2.2252 2020-06-18 01:47:19,062 - mmaction - INFO - Epoch [61][1820/3134] lr: 0.00100, eta: 20:02:45, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7125, loss_cls: 2.2602, loss: 2.2602 2020-06-18 01:47:30,660 - mmaction - INFO - Epoch [61][1840/3134] lr: 0.00100, eta: 20:02:33, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7031, loss_cls: 2.2856, loss: 2.2856 2020-06-18 01:47:42,303 - mmaction - INFO - Epoch [61][1860/3134] lr: 0.00100, eta: 20:02:21, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7125, loss_cls: 2.3037, loss: 2.3037 2020-06-18 01:47:53,909 - mmaction - INFO - Epoch [61][1880/3134] lr: 0.00100, eta: 20:02:10, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7125, loss_cls: 2.3616, loss: 2.3616 2020-06-18 01:48:05,614 - mmaction - INFO - Epoch [61][1900/3134] lr: 0.00100, eta: 20:01:58, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7219, loss_cls: 2.2686, loss: 2.2686 2020-06-18 01:48:17,244 - mmaction - INFO - Epoch [61][1920/3134] lr: 0.00100, eta: 20:01:46, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7750, loss_cls: 2.0822, loss: 2.0822 2020-06-18 01:48:28,880 - mmaction - INFO - Epoch [61][1940/3134] lr: 0.00100, eta: 20:01:34, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7281, loss_cls: 2.0837, loss: 2.0837 2020-06-18 01:48:40,546 - mmaction - INFO - Epoch [61][1960/3134] lr: 0.00100, eta: 20:01:23, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4719, top5_acc: 0.6969, loss_cls: 2.3289, loss: 2.3289 2020-06-18 01:48:52,244 - mmaction - INFO - Epoch [61][1980/3134] lr: 0.00100, eta: 20:01:11, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7469, loss_cls: 2.1233, loss: 2.1233 2020-06-18 01:49:03,953 - mmaction - INFO - Epoch [61][2000/3134] lr: 0.00100, eta: 20:00:59, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7625, loss_cls: 2.2378, loss: 2.2378 2020-06-18 01:49:15,647 - mmaction - INFO - Epoch [61][2020/3134] lr: 0.00100, eta: 20:00:48, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7281, loss_cls: 2.3355, loss: 2.3355 2020-06-18 01:49:27,254 - mmaction - INFO - Epoch [61][2040/3134] lr: 0.00100, eta: 20:00:36, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7656, loss_cls: 2.0785, loss: 2.0785 2020-06-18 01:49:38,934 - mmaction - INFO - Epoch [61][2060/3134] lr: 0.00100, eta: 20:00:24, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7656, loss_cls: 2.1089, loss: 2.1089 2020-06-18 01:49:50,552 - mmaction - INFO - Epoch [61][2080/3134] lr: 0.00100, eta: 20:00:13, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7156, loss_cls: 2.3246, loss: 2.3246 2020-06-18 01:50:02,195 - mmaction - INFO - Epoch [61][2100/3134] lr: 0.00100, eta: 20:00:01, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7406, loss_cls: 2.1643, loss: 2.1643 2020-06-18 01:50:13,873 - mmaction - INFO - Epoch [61][2120/3134] lr: 0.00100, eta: 19:59:49, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7469, loss_cls: 2.2421, loss: 2.2421 2020-06-18 01:50:25,467 - mmaction - INFO - Epoch [61][2140/3134] lr: 0.00100, eta: 19:59:37, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7125, loss_cls: 2.4134, loss: 2.4134 2020-06-18 01:50:37,191 - mmaction - INFO - Epoch [61][2160/3134] lr: 0.00100, eta: 19:59:26, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7219, loss_cls: 2.3680, loss: 2.3680 2020-06-18 01:50:48,886 - mmaction - INFO - Epoch [61][2180/3134] lr: 0.00100, eta: 19:59:14, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7250, loss_cls: 2.3663, loss: 2.3663 2020-06-18 01:51:00,590 - mmaction - INFO - Epoch [61][2200/3134] lr: 0.00100, eta: 19:59:02, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7281, loss_cls: 2.2378, loss: 2.2378 2020-06-18 01:51:12,203 - mmaction - INFO - Epoch [61][2220/3134] lr: 0.00100, eta: 19:58:51, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7281, loss_cls: 2.3107, loss: 2.3107 2020-06-18 01:51:23,812 - mmaction - INFO - Epoch [61][2240/3134] lr: 0.00100, eta: 19:58:39, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7656, loss_cls: 2.1109, loss: 2.1109 2020-06-18 01:51:35,465 - mmaction - INFO - Epoch [61][2260/3134] lr: 0.00100, eta: 19:58:27, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7625, loss_cls: 2.1155, loss: 2.1155 2020-06-18 01:51:47,135 - mmaction - INFO - Epoch [61][2280/3134] lr: 0.00100, eta: 19:58:16, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7531, loss_cls: 2.2085, loss: 2.2085 2020-06-18 01:51:58,808 - mmaction - INFO - Epoch [61][2300/3134] lr: 0.00100, eta: 19:58:04, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7500, loss_cls: 2.2120, loss: 2.2120 2020-06-18 01:52:10,401 - mmaction - INFO - Epoch [61][2320/3134] lr: 0.00100, eta: 19:57:52, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7219, loss_cls: 2.3272, loss: 2.3272 2020-06-18 01:52:21,990 - mmaction - INFO - Epoch [61][2340/3134] lr: 0.00100, eta: 19:57:40, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7156, loss_cls: 2.2148, loss: 2.2148 2020-06-18 01:52:33,646 - mmaction - INFO - Epoch [61][2360/3134] lr: 0.00100, eta: 19:57:29, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7156, loss_cls: 2.3380, loss: 2.3380 2020-06-18 01:52:45,294 - mmaction - INFO - Epoch [61][2380/3134] lr: 0.00100, eta: 19:57:17, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7438, loss_cls: 2.1718, loss: 2.1718 2020-06-18 01:52:56,874 - mmaction - INFO - Epoch [61][2400/3134] lr: 0.00100, eta: 19:57:05, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7375, loss_cls: 2.2140, loss: 2.2140 2020-06-18 01:53:08,540 - mmaction - INFO - Epoch [61][2420/3134] lr: 0.00100, eta: 19:56:54, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7438, loss_cls: 2.1707, loss: 2.1707 2020-06-18 01:53:20,246 - mmaction - INFO - Epoch [61][2440/3134] lr: 0.00100, eta: 19:56:42, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7531, loss_cls: 2.1943, loss: 2.1943 2020-06-18 01:53:31,837 - mmaction - INFO - Epoch [61][2460/3134] lr: 0.00100, eta: 19:56:30, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4281, top5_acc: 0.7250, loss_cls: 2.3126, loss: 2.3126 2020-06-18 01:53:43,499 - mmaction - INFO - Epoch [61][2480/3134] lr: 0.00100, eta: 19:56:18, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7625, loss_cls: 2.1299, loss: 2.1299 2020-06-18 01:53:55,200 - mmaction - INFO - Epoch [61][2500/3134] lr: 0.00100, eta: 19:56:07, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7094, loss_cls: 2.3912, loss: 2.3912 2020-06-18 01:54:06,764 - mmaction - INFO - Epoch [61][2520/3134] lr: 0.00100, eta: 19:55:55, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7375, loss_cls: 2.2176, loss: 2.2176 2020-06-18 01:54:18,382 - mmaction - INFO - Epoch [61][2540/3134] lr: 0.00100, eta: 19:55:43, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7594, loss_cls: 2.0789, loss: 2.0789 2020-06-18 01:54:30,016 - mmaction - INFO - Epoch [61][2560/3134] lr: 0.00100, eta: 19:55:32, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7250, loss_cls: 2.3087, loss: 2.3087 2020-06-18 01:54:41,671 - mmaction - INFO - Epoch [61][2580/3134] lr: 0.00100, eta: 19:55:20, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7750, loss_cls: 2.0511, loss: 2.0511 2020-06-18 01:54:53,345 - mmaction - INFO - Epoch [61][2600/3134] lr: 0.00100, eta: 19:55:08, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7562, loss_cls: 2.2093, loss: 2.2093 2020-06-18 01:55:05,097 - mmaction - INFO - Epoch [61][2620/3134] lr: 0.00100, eta: 19:54:57, time: 0.586, data_time: 0.000, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7375, loss_cls: 2.3307, loss: 2.3307 2020-06-18 01:55:16,750 - mmaction - INFO - Epoch [61][2640/3134] lr: 0.00100, eta: 19:54:45, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7562, loss_cls: 2.1636, loss: 2.1636 2020-06-18 01:55:28,339 - mmaction - INFO - Epoch [61][2660/3134] lr: 0.00100, eta: 19:54:33, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4281, top5_acc: 0.7375, loss_cls: 2.3491, loss: 2.3491 2020-06-18 01:55:39,919 - mmaction - INFO - Epoch [61][2680/3134] lr: 0.00100, eta: 19:54:21, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7937, loss_cls: 1.9106, loss: 1.9106 2020-06-18 01:55:51,619 - mmaction - INFO - Epoch [61][2700/3134] lr: 0.00100, eta: 19:54:10, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7406, loss_cls: 2.2705, loss: 2.2705 2020-06-18 01:56:03,327 - mmaction - INFO - Epoch [61][2720/3134] lr: 0.00100, eta: 19:53:58, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7438, loss_cls: 2.3033, loss: 2.3033 2020-06-18 01:56:15,043 - mmaction - INFO - Epoch [61][2740/3134] lr: 0.00100, eta: 19:53:46, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7406, loss_cls: 2.4163, loss: 2.4163 2020-06-18 01:56:26,639 - mmaction - INFO - Epoch [61][2760/3134] lr: 0.00100, eta: 19:53:35, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7031, loss_cls: 2.3468, loss: 2.3468 2020-06-18 01:56:38,295 - mmaction - INFO - Epoch [61][2780/3134] lr: 0.00100, eta: 19:53:23, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7688, loss_cls: 2.0621, loss: 2.0621 2020-06-18 01:56:49,986 - mmaction - INFO - Epoch [61][2800/3134] lr: 0.00100, eta: 19:53:11, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6844, loss_cls: 2.4535, loss: 2.4535 2020-06-18 01:57:01,598 - mmaction - INFO - Epoch [61][2820/3134] lr: 0.00100, eta: 19:52:59, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6937, loss_cls: 2.3261, loss: 2.3261 2020-06-18 01:57:13,264 - mmaction - INFO - Epoch [61][2840/3134] lr: 0.00100, eta: 19:52:48, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4219, top5_acc: 0.7000, loss_cls: 2.3143, loss: 2.3143 2020-06-18 01:57:24,956 - mmaction - INFO - Epoch [61][2860/3134] lr: 0.00100, eta: 19:52:36, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7562, loss_cls: 2.1868, loss: 2.1868 2020-06-18 01:57:36,580 - mmaction - INFO - Epoch [61][2880/3134] lr: 0.00100, eta: 19:52:24, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7219, loss_cls: 2.2542, loss: 2.2542 2020-06-18 01:57:48,176 - mmaction - INFO - Epoch [61][2900/3134] lr: 0.00100, eta: 19:52:13, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.3144, loss: 2.3144 2020-06-18 01:57:59,858 - mmaction - INFO - Epoch [61][2920/3134] lr: 0.00100, eta: 19:52:01, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7344, loss_cls: 2.2432, loss: 2.2432 2020-06-18 01:58:11,446 - mmaction - INFO - Epoch [61][2940/3134] lr: 0.00100, eta: 19:51:49, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7125, loss_cls: 2.3795, loss: 2.3795 2020-06-18 01:58:23,078 - mmaction - INFO - Epoch [61][2960/3134] lr: 0.00100, eta: 19:51:38, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7344, loss_cls: 2.2603, loss: 2.2603 2020-06-18 01:58:34,665 - mmaction - INFO - Epoch [61][2980/3134] lr: 0.00100, eta: 19:51:26, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6969, loss_cls: 2.3917, loss: 2.3917 2020-06-18 01:58:46,375 - mmaction - INFO - Epoch [61][3000/3134] lr: 0.00100, eta: 19:51:14, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.4562, top5_acc: 0.6844, loss_cls: 2.4631, loss: 2.4631 2020-06-18 01:58:57,978 - mmaction - INFO - Epoch [61][3020/3134] lr: 0.00100, eta: 19:51:02, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7500, loss_cls: 2.1917, loss: 2.1917 2020-06-18 01:59:09,719 - mmaction - INFO - Epoch [61][3040/3134] lr: 0.00100, eta: 19:50:51, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7031, loss_cls: 2.3445, loss: 2.3445 2020-06-18 01:59:21,390 - mmaction - INFO - Epoch [61][3060/3134] lr: 0.00100, eta: 19:50:39, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7344, loss_cls: 2.2791, loss: 2.2791 2020-06-18 01:59:32,973 - mmaction - INFO - Epoch [61][3080/3134] lr: 0.00100, eta: 19:50:27, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7125, loss_cls: 2.3376, loss: 2.3376 2020-06-18 01:59:44,618 - mmaction - INFO - Epoch [61][3100/3134] lr: 0.00100, eta: 19:50:16, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7375, loss_cls: 2.1602, loss: 2.1602 2020-06-18 01:59:56,310 - mmaction - INFO - Epoch [61][3120/3134] lr: 0.00100, eta: 19:50:04, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7656, loss_cls: 2.1309, loss: 2.1309 2020-06-18 02:00:35,509 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-18 02:00:36,766 - mmaction - INFO - top1_acc 0.2835 top5_acc 0.5373 2020-06-18 02:00:36,783 - mmaction - INFO - Epoch [61][3134/3134] lr: 0.00100, top1_acc: 0.2835, top5_acc: 0.5373 2020-06-18 02:00:52,299 - mmaction - INFO - Epoch [62][20/3134] lr: 0.00100, eta: 19:49:41, time: 0.774, data_time: 0.189, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7063, loss_cls: 2.3476, loss: 2.3476 2020-06-18 02:01:03,962 - mmaction - INFO - Epoch [62][40/3134] lr: 0.00100, eta: 19:49:30, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7031, loss_cls: 2.3448, loss: 2.3448 2020-06-18 02:01:15,678 - mmaction - INFO - Epoch [62][60/3134] lr: 0.00100, eta: 19:49:18, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7250, loss_cls: 2.2617, loss: 2.2617 2020-06-18 02:01:27,375 - mmaction - INFO - Epoch [62][80/3134] lr: 0.00100, eta: 19:49:06, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7406, loss_cls: 2.1823, loss: 2.1823 2020-06-18 02:01:39,065 - mmaction - INFO - Epoch [62][100/3134] lr: 0.00100, eta: 19:48:55, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7312, loss_cls: 2.2968, loss: 2.2968 2020-06-18 02:01:50,681 - mmaction - INFO - Epoch [62][120/3134] lr: 0.00100, eta: 19:48:43, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7125, loss_cls: 2.3317, loss: 2.3317 2020-06-18 02:02:02,402 - mmaction - INFO - Epoch [62][140/3134] lr: 0.00100, eta: 19:48:31, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7594, loss_cls: 2.1981, loss: 2.1981 2020-06-18 02:02:29,595 - mmaction - INFO - Epoch [62][160/3134] lr: 0.00100, eta: 19:48:29, time: 1.359, data_time: 0.001, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7406, loss_cls: 2.3674, loss: 2.3674 2020-06-18 02:02:41,240 - mmaction - INFO - Epoch [62][180/3134] lr: 0.00100, eta: 19:48:18, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7219, loss_cls: 2.2952, loss: 2.2952 2020-06-18 02:02:52,927 - mmaction - INFO - Epoch [62][200/3134] lr: 0.00100, eta: 19:48:06, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7188, loss_cls: 2.3168, loss: 2.3168 2020-06-18 02:03:04,542 - mmaction - INFO - Epoch [62][220/3134] lr: 0.00100, eta: 19:47:54, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4531, top5_acc: 0.6906, loss_cls: 2.4038, loss: 2.4038 2020-06-18 02:03:16,174 - mmaction - INFO - Epoch [62][240/3134] lr: 0.00100, eta: 19:47:43, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7438, loss_cls: 2.2599, loss: 2.2599 2020-06-18 02:03:27,860 - mmaction - INFO - Epoch [62][260/3134] lr: 0.00100, eta: 19:47:31, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7688, loss_cls: 2.1712, loss: 2.1712 2020-06-18 02:03:39,450 - mmaction - INFO - Epoch [62][280/3134] lr: 0.00100, eta: 19:47:19, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7156, loss_cls: 2.2821, loss: 2.2821 2020-06-18 02:03:51,136 - mmaction - INFO - Epoch [62][300/3134] lr: 0.00100, eta: 19:47:07, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7312, loss_cls: 2.2446, loss: 2.2446 2020-06-18 02:04:02,812 - mmaction - INFO - Epoch [62][320/3134] lr: 0.00100, eta: 19:46:56, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7656, loss_cls: 2.0936, loss: 2.0936 2020-06-18 02:04:14,390 - mmaction - INFO - Epoch [62][340/3134] lr: 0.00100, eta: 19:46:44, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.4156, top5_acc: 0.7000, loss_cls: 2.4836, loss: 2.4836 2020-06-18 02:04:25,998 - mmaction - INFO - Epoch [62][360/3134] lr: 0.00100, eta: 19:46:32, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7375, loss_cls: 2.2933, loss: 2.2933 2020-06-18 02:04:37,645 - mmaction - INFO - Epoch [62][380/3134] lr: 0.00100, eta: 19:46:21, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7438, loss_cls: 2.1545, loss: 2.1545 2020-06-18 02:04:49,251 - mmaction - INFO - Epoch [62][400/3134] lr: 0.00100, eta: 19:46:09, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7344, loss_cls: 2.2602, loss: 2.2602 2020-06-18 02:05:00,995 - mmaction - INFO - Epoch [62][420/3134] lr: 0.00100, eta: 19:45:57, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7469, loss_cls: 2.1912, loss: 2.1912 2020-06-18 02:05:12,641 - mmaction - INFO - Epoch [62][440/3134] lr: 0.00100, eta: 19:45:45, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7406, loss_cls: 2.2847, loss: 2.2847 2020-06-18 02:05:24,268 - mmaction - INFO - Epoch [62][460/3134] lr: 0.00100, eta: 19:45:34, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7625, loss_cls: 2.1668, loss: 2.1668 2020-06-18 02:05:35,906 - mmaction - INFO - Epoch [62][480/3134] lr: 0.00100, eta: 19:45:22, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7094, loss_cls: 2.2412, loss: 2.2412 2020-06-18 02:05:47,635 - mmaction - INFO - Epoch [62][500/3134] lr: 0.00100, eta: 19:45:10, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7719, loss_cls: 2.0297, loss: 2.0297 2020-06-18 02:05:59,312 - mmaction - INFO - Epoch [62][520/3134] lr: 0.00100, eta: 19:44:59, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7063, loss_cls: 2.3703, loss: 2.3703 2020-06-18 02:06:10,931 - mmaction - INFO - Epoch [62][540/3134] lr: 0.00100, eta: 19:44:47, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7156, loss_cls: 2.2591, loss: 2.2591 2020-06-18 02:06:22,558 - mmaction - INFO - Epoch [62][560/3134] lr: 0.00100, eta: 19:44:35, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7344, loss_cls: 2.3232, loss: 2.3232 2020-06-18 02:06:34,167 - mmaction - INFO - Epoch [62][580/3134] lr: 0.00100, eta: 19:44:24, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7000, loss_cls: 2.2236, loss: 2.2236 2020-06-18 02:06:45,873 - mmaction - INFO - Epoch [62][600/3134] lr: 0.00100, eta: 19:44:12, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7281, loss_cls: 2.1654, loss: 2.1654 2020-06-18 02:06:57,579 - mmaction - INFO - Epoch [62][620/3134] lr: 0.00100, eta: 19:44:00, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7156, loss_cls: 2.2890, loss: 2.2890 2020-06-18 02:07:09,192 - mmaction - INFO - Epoch [62][640/3134] lr: 0.00100, eta: 19:43:48, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7156, loss_cls: 2.2971, loss: 2.2971 2020-06-18 02:07:20,987 - mmaction - INFO - Epoch [62][660/3134] lr: 0.00100, eta: 19:43:37, time: 0.589, data_time: 0.003, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7063, loss_cls: 2.3350, loss: 2.3350 2020-06-18 02:07:32,643 - mmaction - INFO - Epoch [62][680/3134] lr: 0.00100, eta: 19:43:25, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7125, loss_cls: 2.3220, loss: 2.3220 2020-06-18 02:07:44,309 - mmaction - INFO - Epoch [62][700/3134] lr: 0.00100, eta: 19:43:13, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4281, top5_acc: 0.7156, loss_cls: 2.2719, loss: 2.2719 2020-06-18 02:07:55,894 - mmaction - INFO - Epoch [62][720/3134] lr: 0.00100, eta: 19:43:02, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4562, top5_acc: 0.6969, loss_cls: 2.3533, loss: 2.3533 2020-06-18 02:08:07,512 - mmaction - INFO - Epoch [62][740/3134] lr: 0.00100, eta: 19:42:50, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7750, loss_cls: 2.1616, loss: 2.1616 2020-06-18 02:08:19,141 - mmaction - INFO - Epoch [62][760/3134] lr: 0.00100, eta: 19:42:38, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7094, loss_cls: 2.3088, loss: 2.3088 2020-06-18 02:08:30,842 - mmaction - INFO - Epoch [62][780/3134] lr: 0.00100, eta: 19:42:27, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7594, loss_cls: 2.2611, loss: 2.2611 2020-06-18 02:08:42,537 - mmaction - INFO - Epoch [62][800/3134] lr: 0.00100, eta: 19:42:15, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7125, loss_cls: 2.2444, loss: 2.2444 2020-06-18 02:08:54,169 - mmaction - INFO - Epoch [62][820/3134] lr: 0.00100, eta: 19:42:03, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7438, loss_cls: 2.0673, loss: 2.0673 2020-06-18 02:09:05,809 - mmaction - INFO - Epoch [62][840/3134] lr: 0.00100, eta: 19:41:51, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7375, loss_cls: 2.2317, loss: 2.2317 2020-06-18 02:09:17,527 - mmaction - INFO - Epoch [62][860/3134] lr: 0.00100, eta: 19:41:40, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7312, loss_cls: 2.2998, loss: 2.2998 2020-06-18 02:09:29,109 - mmaction - INFO - Epoch [62][880/3134] lr: 0.00100, eta: 19:41:28, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7500, loss_cls: 2.2034, loss: 2.2034 2020-06-18 02:09:40,803 - mmaction - INFO - Epoch [62][900/3134] lr: 0.00100, eta: 19:41:16, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7531, loss_cls: 2.2551, loss: 2.2551 2020-06-18 02:09:52,481 - mmaction - INFO - Epoch [62][920/3134] lr: 0.00100, eta: 19:41:05, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7594, loss_cls: 2.1788, loss: 2.1788 2020-06-18 02:10:04,188 - mmaction - INFO - Epoch [62][940/3134] lr: 0.00100, eta: 19:40:53, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.4000, top5_acc: 0.6906, loss_cls: 2.5040, loss: 2.5040 2020-06-18 02:10:15,860 - mmaction - INFO - Epoch [62][960/3134] lr: 0.00100, eta: 19:40:41, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7469, loss_cls: 2.1426, loss: 2.1426 2020-06-18 02:10:27,471 - mmaction - INFO - Epoch [62][980/3134] lr: 0.00100, eta: 19:40:30, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7594, loss_cls: 2.0535, loss: 2.0535 2020-06-18 02:10:39,191 - mmaction - INFO - Epoch [62][1000/3134] lr: 0.00100, eta: 19:40:18, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7562, loss_cls: 1.9776, loss: 1.9776 2020-06-18 02:10:50,830 - mmaction - INFO - Epoch [62][1020/3134] lr: 0.00100, eta: 19:40:06, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7875, loss_cls: 2.0472, loss: 2.0472 2020-06-18 02:11:02,437 - mmaction - INFO - Epoch [62][1040/3134] lr: 0.00100, eta: 19:39:54, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 2.1833, loss: 2.1833 2020-06-18 02:11:14,066 - mmaction - INFO - Epoch [62][1060/3134] lr: 0.00100, eta: 19:39:43, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7438, loss_cls: 2.2294, loss: 2.2294 2020-06-18 02:11:25,763 - mmaction - INFO - Epoch [62][1080/3134] lr: 0.00100, eta: 19:39:31, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7500, loss_cls: 2.1143, loss: 2.1143 2020-06-18 02:11:37,379 - mmaction - INFO - Epoch [62][1100/3134] lr: 0.00100, eta: 19:39:19, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7375, loss_cls: 2.2476, loss: 2.2476 2020-06-18 02:11:48,954 - mmaction - INFO - Epoch [62][1120/3134] lr: 0.00100, eta: 19:39:08, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7312, loss_cls: 2.2471, loss: 2.2471 2020-06-18 02:12:00,523 - mmaction - INFO - Epoch [62][1140/3134] lr: 0.00100, eta: 19:38:56, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7125, loss_cls: 2.2896, loss: 2.2896 2020-06-18 02:12:12,157 - mmaction - INFO - Epoch [62][1160/3134] lr: 0.00100, eta: 19:38:44, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7125, loss_cls: 2.2994, loss: 2.2994 2020-06-18 02:12:23,844 - mmaction - INFO - Epoch [62][1180/3134] lr: 0.00100, eta: 19:38:32, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4094, top5_acc: 0.6906, loss_cls: 2.4807, loss: 2.4807 2020-06-18 02:12:35,434 - mmaction - INFO - Epoch [62][1200/3134] lr: 0.00100, eta: 19:38:21, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7344, loss_cls: 2.3372, loss: 2.3372 2020-06-18 02:12:47,042 - mmaction - INFO - Epoch [62][1220/3134] lr: 0.00100, eta: 19:38:09, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4500, top5_acc: 0.6937, loss_cls: 2.3814, loss: 2.3814 2020-06-18 02:12:58,751 - mmaction - INFO - Epoch [62][1240/3134] lr: 0.00100, eta: 19:37:57, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7094, loss_cls: 2.3133, loss: 2.3133 2020-06-18 02:13:10,319 - mmaction - INFO - Epoch [62][1260/3134] lr: 0.00100, eta: 19:37:46, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7531, loss_cls: 2.1297, loss: 2.1297 2020-06-18 02:13:22,004 - mmaction - INFO - Epoch [62][1280/3134] lr: 0.00100, eta: 19:37:34, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7312, loss_cls: 2.1739, loss: 2.1739 2020-06-18 02:13:33,677 - mmaction - INFO - Epoch [62][1300/3134] lr: 0.00100, eta: 19:37:22, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7344, loss_cls: 2.1877, loss: 2.1877 2020-06-18 02:13:45,349 - mmaction - INFO - Epoch [62][1320/3134] lr: 0.00100, eta: 19:37:11, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7281, loss_cls: 2.2683, loss: 2.2683 2020-06-18 02:13:57,023 - mmaction - INFO - Epoch [62][1340/3134] lr: 0.00100, eta: 19:36:59, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7562, loss_cls: 2.1439, loss: 2.1439 2020-06-18 02:14:08,692 - mmaction - INFO - Epoch [62][1360/3134] lr: 0.00100, eta: 19:36:47, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7562, loss_cls: 2.1049, loss: 2.1049 2020-06-18 02:14:20,380 - mmaction - INFO - Epoch [62][1380/3134] lr: 0.00100, eta: 19:36:35, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7000, loss_cls: 2.2583, loss: 2.2583 2020-06-18 02:14:31,983 - mmaction - INFO - Epoch [62][1400/3134] lr: 0.00100, eta: 19:36:24, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7031, loss_cls: 2.4982, loss: 2.4982 2020-06-18 02:14:43,654 - mmaction - INFO - Epoch [62][1420/3134] lr: 0.00100, eta: 19:36:12, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4625, top5_acc: 0.6937, loss_cls: 2.4416, loss: 2.4416 2020-06-18 02:14:55,227 - mmaction - INFO - Epoch [62][1440/3134] lr: 0.00100, eta: 19:36:00, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7625, loss_cls: 2.2343, loss: 2.2343 2020-06-18 02:15:06,924 - mmaction - INFO - Epoch [62][1460/3134] lr: 0.00100, eta: 19:35:49, time: 0.585, data_time: 0.000, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7250, loss_cls: 2.2988, loss: 2.2988 2020-06-18 02:15:18,571 - mmaction - INFO - Epoch [62][1480/3134] lr: 0.00100, eta: 19:35:37, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7281, loss_cls: 2.1566, loss: 2.1566 2020-06-18 02:15:30,167 - mmaction - INFO - Epoch [62][1500/3134] lr: 0.00100, eta: 19:35:25, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7250, loss_cls: 2.2533, loss: 2.2533 2020-06-18 02:15:41,775 - mmaction - INFO - Epoch [62][1520/3134] lr: 0.00100, eta: 19:35:13, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7156, loss_cls: 2.2736, loss: 2.2736 2020-06-18 02:15:53,375 - mmaction - INFO - Epoch [62][1540/3134] lr: 0.00100, eta: 19:35:02, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7438, loss_cls: 2.1626, loss: 2.1626 2020-06-18 02:16:05,066 - mmaction - INFO - Epoch [62][1560/3134] lr: 0.00100, eta: 19:34:50, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7344, loss_cls: 2.2608, loss: 2.2608 2020-06-18 02:16:16,725 - mmaction - INFO - Epoch [62][1580/3134] lr: 0.00100, eta: 19:34:38, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7312, loss_cls: 2.2173, loss: 2.2173 2020-06-18 02:16:28,413 - mmaction - INFO - Epoch [62][1600/3134] lr: 0.00100, eta: 19:34:27, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7438, loss_cls: 2.0885, loss: 2.0885 2020-06-18 02:16:40,086 - mmaction - INFO - Epoch [62][1620/3134] lr: 0.00100, eta: 19:34:15, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7281, loss_cls: 2.2039, loss: 2.2039 2020-06-18 02:16:51,736 - mmaction - INFO - Epoch [62][1640/3134] lr: 0.00100, eta: 19:34:03, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7375, loss_cls: 2.2501, loss: 2.2501 2020-06-18 02:17:03,400 - mmaction - INFO - Epoch [62][1660/3134] lr: 0.00100, eta: 19:33:52, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7250, loss_cls: 2.3178, loss: 2.3178 2020-06-18 02:17:15,086 - mmaction - INFO - Epoch [62][1680/3134] lr: 0.00100, eta: 19:33:40, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7281, loss_cls: 2.2249, loss: 2.2249 2020-06-18 02:17:26,771 - mmaction - INFO - Epoch [62][1700/3134] lr: 0.00100, eta: 19:33:28, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7438, loss_cls: 2.2067, loss: 2.2067 2020-06-18 02:17:38,363 - mmaction - INFO - Epoch [62][1720/3134] lr: 0.00100, eta: 19:33:16, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7438, loss_cls: 2.2128, loss: 2.2128 2020-06-18 02:17:50,006 - mmaction - INFO - Epoch [62][1740/3134] lr: 0.00100, eta: 19:33:05, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7438, loss_cls: 2.2237, loss: 2.2237 2020-06-18 02:18:01,654 - mmaction - INFO - Epoch [62][1760/3134] lr: 0.00100, eta: 19:32:53, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7531, loss_cls: 2.1987, loss: 2.1987 2020-06-18 02:18:13,183 - mmaction - INFO - Epoch [62][1780/3134] lr: 0.00100, eta: 19:32:41, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.4500, top5_acc: 0.6937, loss_cls: 2.3594, loss: 2.3594 2020-06-18 02:18:24,809 - mmaction - INFO - Epoch [62][1800/3134] lr: 0.00100, eta: 19:32:29, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.6906, loss_cls: 2.3375, loss: 2.3375 2020-06-18 02:18:36,411 - mmaction - INFO - Epoch [62][1820/3134] lr: 0.00100, eta: 19:32:18, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7531, loss_cls: 2.1110, loss: 2.1110 2020-06-18 02:18:48,074 - mmaction - INFO - Epoch [62][1840/3134] lr: 0.00100, eta: 19:32:06, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6969, loss_cls: 2.4297, loss: 2.4297 2020-06-18 02:18:59,762 - mmaction - INFO - Epoch [62][1860/3134] lr: 0.00100, eta: 19:31:54, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7250, loss_cls: 2.2482, loss: 2.2482 2020-06-18 02:19:11,434 - mmaction - INFO - Epoch [62][1880/3134] lr: 0.00100, eta: 19:31:43, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7188, loss_cls: 2.3023, loss: 2.3023 2020-06-18 02:19:23,001 - mmaction - INFO - Epoch [62][1900/3134] lr: 0.00100, eta: 19:31:31, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7469, loss_cls: 2.0766, loss: 2.0766 2020-06-18 02:19:34,666 - mmaction - INFO - Epoch [62][1920/3134] lr: 0.00100, eta: 19:31:19, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7125, loss_cls: 2.4394, loss: 2.4394 2020-06-18 02:19:46,320 - mmaction - INFO - Epoch [62][1940/3134] lr: 0.00100, eta: 19:31:08, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7438, loss_cls: 2.1795, loss: 2.1795 2020-06-18 02:19:57,975 - mmaction - INFO - Epoch [62][1960/3134] lr: 0.00100, eta: 19:30:56, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7406, loss_cls: 2.3095, loss: 2.3095 2020-06-18 02:20:09,664 - mmaction - INFO - Epoch [62][1980/3134] lr: 0.00100, eta: 19:30:44, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7250, loss_cls: 2.3344, loss: 2.3344 2020-06-18 02:20:21,294 - mmaction - INFO - Epoch [62][2000/3134] lr: 0.00100, eta: 19:30:32, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7875, loss_cls: 2.1520, loss: 2.1520 2020-06-18 02:20:32,893 - mmaction - INFO - Epoch [62][2020/3134] lr: 0.00100, eta: 19:30:21, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7469, loss_cls: 2.2437, loss: 2.2437 2020-06-18 02:20:44,460 - mmaction - INFO - Epoch [62][2040/3134] lr: 0.00100, eta: 19:30:09, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7281, loss_cls: 2.1695, loss: 2.1695 2020-06-18 02:20:56,129 - mmaction - INFO - Epoch [62][2060/3134] lr: 0.00100, eta: 19:29:57, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7188, loss_cls: 2.2987, loss: 2.2987 2020-06-18 02:21:07,719 - mmaction - INFO - Epoch [62][2080/3134] lr: 0.00100, eta: 19:29:46, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7906, loss_cls: 2.0265, loss: 2.0265 2020-06-18 02:21:19,333 - mmaction - INFO - Epoch [62][2100/3134] lr: 0.00100, eta: 19:29:34, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7906, loss_cls: 1.9779, loss: 1.9779 2020-06-18 02:21:31,057 - mmaction - INFO - Epoch [62][2120/3134] lr: 0.00100, eta: 19:29:22, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7063, loss_cls: 2.2740, loss: 2.2740 2020-06-18 02:21:42,724 - mmaction - INFO - Epoch [62][2140/3134] lr: 0.00100, eta: 19:29:10, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7031, loss_cls: 2.3348, loss: 2.3348 2020-06-18 02:21:54,378 - mmaction - INFO - Epoch [62][2160/3134] lr: 0.00100, eta: 19:28:59, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7500, loss_cls: 2.1226, loss: 2.1226 2020-06-18 02:22:05,996 - mmaction - INFO - Epoch [62][2180/3134] lr: 0.00100, eta: 19:28:47, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7594, loss_cls: 2.1760, loss: 2.1760 2020-06-18 02:22:17,666 - mmaction - INFO - Epoch [62][2200/3134] lr: 0.00100, eta: 19:28:35, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7594, loss_cls: 2.1889, loss: 2.1889 2020-06-18 02:22:29,327 - mmaction - INFO - Epoch [62][2220/3134] lr: 0.00100, eta: 19:28:24, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4250, top5_acc: 0.7656, loss_cls: 2.2713, loss: 2.2713 2020-06-18 02:22:41,056 - mmaction - INFO - Epoch [62][2240/3134] lr: 0.00100, eta: 19:28:12, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7156, loss_cls: 2.3007, loss: 2.3007 2020-06-18 02:22:52,669 - mmaction - INFO - Epoch [62][2260/3134] lr: 0.00100, eta: 19:28:00, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7438, loss_cls: 2.2816, loss: 2.2816 2020-06-18 02:23:04,436 - mmaction - INFO - Epoch [62][2280/3134] lr: 0.00100, eta: 19:27:49, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7438, loss_cls: 2.1841, loss: 2.1841 2020-06-18 02:23:16,100 - mmaction - INFO - Epoch [62][2300/3134] lr: 0.00100, eta: 19:27:37, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7438, loss_cls: 2.1855, loss: 2.1855 2020-06-18 02:23:27,799 - mmaction - INFO - Epoch [62][2320/3134] lr: 0.00100, eta: 19:27:25, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7188, loss_cls: 2.2762, loss: 2.2762 2020-06-18 02:23:39,389 - mmaction - INFO - Epoch [62][2340/3134] lr: 0.00100, eta: 19:27:13, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4406, top5_acc: 0.6844, loss_cls: 2.4025, loss: 2.4025 2020-06-18 02:23:50,970 - mmaction - INFO - Epoch [62][2360/3134] lr: 0.00100, eta: 19:27:02, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4094, top5_acc: 0.7188, loss_cls: 2.4313, loss: 2.4313 2020-06-18 02:24:02,591 - mmaction - INFO - Epoch [62][2380/3134] lr: 0.00100, eta: 19:26:50, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7406, loss_cls: 2.2501, loss: 2.2501 2020-06-18 02:24:14,238 - mmaction - INFO - Epoch [62][2400/3134] lr: 0.00100, eta: 19:26:38, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4437, top5_acc: 0.6906, loss_cls: 2.3309, loss: 2.3309 2020-06-18 02:24:25,814 - mmaction - INFO - Epoch [62][2420/3134] lr: 0.00100, eta: 19:26:27, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7375, loss_cls: 2.3436, loss: 2.3436 2020-06-18 02:24:37,484 - mmaction - INFO - Epoch [62][2440/3134] lr: 0.00100, eta: 19:26:15, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7000, loss_cls: 2.3951, loss: 2.3951 2020-06-18 02:24:49,149 - mmaction - INFO - Epoch [62][2460/3134] lr: 0.00100, eta: 19:26:03, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7188, loss_cls: 2.1459, loss: 2.1459 2020-06-18 02:25:00,782 - mmaction - INFO - Epoch [62][2480/3134] lr: 0.00100, eta: 19:25:51, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4469, top5_acc: 0.6937, loss_cls: 2.4186, loss: 2.4186 2020-06-18 02:25:12,725 - mmaction - INFO - Epoch [62][2500/3134] lr: 0.00100, eta: 19:25:40, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7125, loss_cls: 2.2450, loss: 2.2450 2020-06-18 02:25:24,396 - mmaction - INFO - Epoch [62][2520/3134] lr: 0.00100, eta: 19:25:28, time: 0.597, data_time: 0.014, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7406, loss_cls: 2.1876, loss: 2.1876 2020-06-18 02:25:35,978 - mmaction - INFO - Epoch [62][2540/3134] lr: 0.00100, eta: 19:25:17, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7219, loss_cls: 2.2019, loss: 2.2019 2020-06-18 02:25:47,611 - mmaction - INFO - Epoch [62][2560/3134] lr: 0.00100, eta: 19:25:05, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4500, top5_acc: 0.6750, loss_cls: 2.3970, loss: 2.3970 2020-06-18 02:25:59,180 - mmaction - INFO - Epoch [62][2580/3134] lr: 0.00100, eta: 19:24:53, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7219, loss_cls: 2.3022, loss: 2.3022 2020-06-18 02:26:10,767 - mmaction - INFO - Epoch [62][2600/3134] lr: 0.00100, eta: 19:24:41, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4813, top5_acc: 0.6906, loss_cls: 2.3927, loss: 2.3927 2020-06-18 02:26:22,465 - mmaction - INFO - Epoch [62][2620/3134] lr: 0.00100, eta: 19:24:30, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7969, loss_cls: 2.0385, loss: 2.0385 2020-06-18 02:26:34,209 - mmaction - INFO - Epoch [62][2640/3134] lr: 0.00100, eta: 19:24:18, time: 0.588, data_time: 0.002, memory: 8339, top1_acc: 0.4375, top5_acc: 0.6906, loss_cls: 2.4494, loss: 2.4494 2020-06-18 02:26:45,791 - mmaction - INFO - Epoch [62][2660/3134] lr: 0.00100, eta: 19:24:06, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7625, loss_cls: 2.2027, loss: 2.2027 2020-06-18 02:26:57,505 - mmaction - INFO - Epoch [62][2680/3134] lr: 0.00100, eta: 19:23:55, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4562, top5_acc: 0.6687, loss_cls: 2.3853, loss: 2.3853 2020-06-18 02:27:09,189 - mmaction - INFO - Epoch [62][2700/3134] lr: 0.00100, eta: 19:23:43, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7500, loss_cls: 2.1636, loss: 2.1636 2020-06-18 02:27:20,813 - mmaction - INFO - Epoch [62][2720/3134] lr: 0.00100, eta: 19:23:31, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7406, loss_cls: 2.2012, loss: 2.2012 2020-06-18 02:27:32,503 - mmaction - INFO - Epoch [62][2740/3134] lr: 0.00100, eta: 19:23:19, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7375, loss_cls: 2.0181, loss: 2.0181 2020-06-18 02:27:44,212 - mmaction - INFO - Epoch [62][2760/3134] lr: 0.00100, eta: 19:23:08, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4281, top5_acc: 0.7125, loss_cls: 2.4396, loss: 2.4396 2020-06-18 02:27:55,848 - mmaction - INFO - Epoch [62][2780/3134] lr: 0.00100, eta: 19:22:56, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6969, loss_cls: 2.4801, loss: 2.4801 2020-06-18 02:28:07,515 - mmaction - INFO - Epoch [62][2800/3134] lr: 0.00100, eta: 19:22:44, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7438, loss_cls: 2.2121, loss: 2.2121 2020-06-18 02:28:19,079 - mmaction - INFO - Epoch [62][2820/3134] lr: 0.00100, eta: 19:22:33, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7438, loss_cls: 2.1016, loss: 2.1016 2020-06-18 02:28:30,690 - mmaction - INFO - Epoch [62][2840/3134] lr: 0.00100, eta: 19:22:21, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7344, loss_cls: 2.2627, loss: 2.2627 2020-06-18 02:28:42,412 - mmaction - INFO - Epoch [62][2860/3134] lr: 0.00100, eta: 19:22:09, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7406, loss_cls: 2.2390, loss: 2.2390 2020-06-18 02:28:54,059 - mmaction - INFO - Epoch [62][2880/3134] lr: 0.00100, eta: 19:21:58, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7125, loss_cls: 2.3326, loss: 2.3326 2020-06-18 02:29:05,708 - mmaction - INFO - Epoch [62][2900/3134] lr: 0.00100, eta: 19:21:46, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.3875, top5_acc: 0.7000, loss_cls: 2.4625, loss: 2.4625 2020-06-18 02:29:17,321 - mmaction - INFO - Epoch [62][2920/3134] lr: 0.00100, eta: 19:21:34, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7750, loss_cls: 2.1079, loss: 2.1079 2020-06-18 02:29:28,971 - mmaction - INFO - Epoch [62][2940/3134] lr: 0.00100, eta: 19:21:22, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7156, loss_cls: 2.2141, loss: 2.2141 2020-06-18 02:29:40,599 - mmaction - INFO - Epoch [62][2960/3134] lr: 0.00100, eta: 19:21:11, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7188, loss_cls: 2.3686, loss: 2.3686 2020-06-18 02:29:52,139 - mmaction - INFO - Epoch [62][2980/3134] lr: 0.00100, eta: 19:20:59, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7000, loss_cls: 2.4079, loss: 2.4079 2020-06-18 02:30:03,815 - mmaction - INFO - Epoch [62][3000/3134] lr: 0.00100, eta: 19:20:47, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7312, loss_cls: 2.3758, loss: 2.3758 2020-06-18 02:30:15,481 - mmaction - INFO - Epoch [62][3020/3134] lr: 0.00100, eta: 19:20:36, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7719, loss_cls: 2.0809, loss: 2.0809 2020-06-18 02:30:27,092 - mmaction - INFO - Epoch [62][3040/3134] lr: 0.00100, eta: 19:20:24, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7250, loss_cls: 2.3262, loss: 2.3262 2020-06-18 02:30:38,714 - mmaction - INFO - Epoch [62][3060/3134] lr: 0.00100, eta: 19:20:12, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7312, loss_cls: 2.2523, loss: 2.2523 2020-06-18 02:30:50,337 - mmaction - INFO - Epoch [62][3080/3134] lr: 0.00100, eta: 19:20:00, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7562, loss_cls: 2.0948, loss: 2.0948 2020-06-18 02:31:01,977 - mmaction - INFO - Epoch [62][3100/3134] lr: 0.00100, eta: 19:19:49, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7250, loss_cls: 2.2186, loss: 2.2186 2020-06-18 02:31:13,546 - mmaction - INFO - Epoch [62][3120/3134] lr: 0.00100, eta: 19:19:37, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7625, loss_cls: 2.1641, loss: 2.1641 2020-06-18 02:31:49,406 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-18 02:31:50,665 - mmaction - INFO - top1_acc 0.2839 top5_acc 0.5365 2020-06-18 02:31:50,682 - mmaction - INFO - Epoch [62][3134/3134] lr: 0.00100, top1_acc: 0.2839, top5_acc: 0.5365 2020-06-18 02:32:06,008 - mmaction - INFO - Epoch [63][20/3134] lr: 0.00100, eta: 19:19:14, time: 0.764, data_time: 0.185, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7750, loss_cls: 1.9861, loss: 1.9861 2020-06-18 02:32:17,655 - mmaction - INFO - Epoch [63][40/3134] lr: 0.00100, eta: 19:19:03, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.4562, top5_acc: 0.6969, loss_cls: 2.3657, loss: 2.3657 2020-06-18 02:32:29,331 - mmaction - INFO - Epoch [63][60/3134] lr: 0.00100, eta: 19:18:51, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7531, loss_cls: 2.1301, loss: 2.1301 2020-06-18 02:32:40,974 - mmaction - INFO - Epoch [63][80/3134] lr: 0.00100, eta: 19:18:39, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4781, top5_acc: 0.6937, loss_cls: 2.3484, loss: 2.3484 2020-06-18 02:32:52,628 - mmaction - INFO - Epoch [63][100/3134] lr: 0.00100, eta: 19:18:27, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4250, top5_acc: 0.7156, loss_cls: 2.3792, loss: 2.3792 2020-06-18 02:33:04,281 - mmaction - INFO - Epoch [63][120/3134] lr: 0.00100, eta: 19:18:16, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7063, loss_cls: 2.2981, loss: 2.2981 2020-06-18 02:33:16,015 - mmaction - INFO - Epoch [63][140/3134] lr: 0.00100, eta: 19:18:04, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7188, loss_cls: 2.3191, loss: 2.3191 2020-06-18 02:33:27,738 - mmaction - INFO - Epoch [63][160/3134] lr: 0.00100, eta: 19:17:52, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7875, loss_cls: 2.1187, loss: 2.1187 2020-06-18 02:33:39,398 - mmaction - INFO - Epoch [63][180/3134] lr: 0.00100, eta: 19:17:41, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7250, loss_cls: 2.2076, loss: 2.2076 2020-06-18 02:33:51,080 - mmaction - INFO - Epoch [63][200/3134] lr: 0.00100, eta: 19:17:29, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4656, top5_acc: 0.6969, loss_cls: 2.4326, loss: 2.4326 2020-06-18 02:34:02,721 - mmaction - INFO - Epoch [63][220/3134] lr: 0.00100, eta: 19:17:17, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7281, loss_cls: 2.1062, loss: 2.1062 2020-06-18 02:34:14,387 - mmaction - INFO - Epoch [63][240/3134] lr: 0.00100, eta: 19:17:06, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7312, loss_cls: 2.2446, loss: 2.2446 2020-06-18 02:34:26,047 - mmaction - INFO - Epoch [63][260/3134] lr: 0.00100, eta: 19:16:54, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7344, loss_cls: 2.1686, loss: 2.1686 2020-06-18 02:34:37,622 - mmaction - INFO - Epoch [63][280/3134] lr: 0.00100, eta: 19:16:42, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.4500, top5_acc: 0.6969, loss_cls: 2.3828, loss: 2.3828 2020-06-18 02:34:49,273 - mmaction - INFO - Epoch [63][300/3134] lr: 0.00100, eta: 19:16:31, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7344, loss_cls: 2.2352, loss: 2.2352 2020-06-18 02:35:00,863 - mmaction - INFO - Epoch [63][320/3134] lr: 0.00100, eta: 19:16:19, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7531, loss_cls: 2.1373, loss: 2.1373 2020-06-18 02:35:12,534 - mmaction - INFO - Epoch [63][340/3134] lr: 0.00100, eta: 19:16:07, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7406, loss_cls: 2.2287, loss: 2.2287 2020-06-18 02:35:24,210 - mmaction - INFO - Epoch [63][360/3134] lr: 0.00100, eta: 19:15:55, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4219, top5_acc: 0.7125, loss_cls: 2.4763, loss: 2.4763 2020-06-18 02:35:35,866 - mmaction - INFO - Epoch [63][380/3134] lr: 0.00100, eta: 19:15:44, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7438, loss_cls: 2.1272, loss: 2.1272 2020-06-18 02:35:47,511 - mmaction - INFO - Epoch [63][400/3134] lr: 0.00100, eta: 19:15:32, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7281, loss_cls: 2.2171, loss: 2.2171 2020-06-18 02:35:59,182 - mmaction - INFO - Epoch [63][420/3134] lr: 0.00100, eta: 19:15:20, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7500, loss_cls: 2.1625, loss: 2.1625 2020-06-18 02:36:10,814 - mmaction - INFO - Epoch [63][440/3134] lr: 0.00100, eta: 19:15:09, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7156, loss_cls: 2.3017, loss: 2.3017 2020-06-18 02:36:22,368 - mmaction - INFO - Epoch [63][460/3134] lr: 0.00100, eta: 19:14:57, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7312, loss_cls: 2.2324, loss: 2.2324 2020-06-18 02:36:33,969 - mmaction - INFO - Epoch [63][480/3134] lr: 0.00100, eta: 19:14:45, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7844, loss_cls: 2.1209, loss: 2.1209 2020-06-18 02:36:45,659 - mmaction - INFO - Epoch [63][500/3134] lr: 0.00100, eta: 19:14:33, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7188, loss_cls: 2.3168, loss: 2.3168 2020-06-18 02:36:57,315 - mmaction - INFO - Epoch [63][520/3134] lr: 0.00100, eta: 19:14:22, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7562, loss_cls: 2.2738, loss: 2.2738 2020-06-18 02:37:08,995 - mmaction - INFO - Epoch [63][540/3134] lr: 0.00100, eta: 19:14:10, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7562, loss_cls: 2.0969, loss: 2.0969 2020-06-18 02:37:20,666 - mmaction - INFO - Epoch [63][560/3134] lr: 0.00100, eta: 19:13:58, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7625, loss_cls: 2.0942, loss: 2.0942 2020-06-18 02:37:32,290 - mmaction - INFO - Epoch [63][580/3134] lr: 0.00100, eta: 19:13:47, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7531, loss_cls: 2.1459, loss: 2.1459 2020-06-18 02:37:43,877 - mmaction - INFO - Epoch [63][600/3134] lr: 0.00100, eta: 19:13:35, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7219, loss_cls: 2.2005, loss: 2.2005 2020-06-18 02:37:55,490 - mmaction - INFO - Epoch [63][620/3134] lr: 0.00100, eta: 19:13:23, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7469, loss_cls: 2.1871, loss: 2.1871 2020-06-18 02:38:07,157 - mmaction - INFO - Epoch [63][640/3134] lr: 0.00100, eta: 19:13:11, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7438, loss_cls: 2.1803, loss: 2.1803 2020-06-18 02:38:18,861 - mmaction - INFO - Epoch [63][660/3134] lr: 0.00100, eta: 19:13:00, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7406, loss_cls: 2.1791, loss: 2.1791 2020-06-18 02:38:30,519 - mmaction - INFO - Epoch [63][680/3134] lr: 0.00100, eta: 19:12:48, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4781, top5_acc: 0.6906, loss_cls: 2.3667, loss: 2.3667 2020-06-18 02:38:42,105 - mmaction - INFO - Epoch [63][700/3134] lr: 0.00100, eta: 19:12:36, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7219, loss_cls: 2.3476, loss: 2.3476 2020-06-18 02:38:53,726 - mmaction - INFO - Epoch [63][720/3134] lr: 0.00100, eta: 19:12:25, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7281, loss_cls: 2.3772, loss: 2.3772 2020-06-18 02:39:05,349 - mmaction - INFO - Epoch [63][740/3134] lr: 0.00100, eta: 19:12:13, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7688, loss_cls: 2.0641, loss: 2.0641 2020-06-18 02:39:17,071 - mmaction - INFO - Epoch [63][760/3134] lr: 0.00100, eta: 19:12:01, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7156, loss_cls: 2.3162, loss: 2.3162 2020-06-18 02:39:28,707 - mmaction - INFO - Epoch [63][780/3134] lr: 0.00100, eta: 19:11:50, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7844, loss_cls: 2.0463, loss: 2.0463 2020-06-18 02:39:40,438 - mmaction - INFO - Epoch [63][800/3134] lr: 0.00100, eta: 19:11:38, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4437, top5_acc: 0.6937, loss_cls: 2.3407, loss: 2.3407 2020-06-18 02:39:52,029 - mmaction - INFO - Epoch [63][820/3134] lr: 0.00100, eta: 19:11:26, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7031, loss_cls: 2.4422, loss: 2.4422 2020-06-18 02:40:03,665 - mmaction - INFO - Epoch [63][840/3134] lr: 0.00100, eta: 19:11:14, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5156, top5_acc: 0.8094, loss_cls: 1.9091, loss: 1.9091 2020-06-18 02:40:15,267 - mmaction - INFO - Epoch [63][860/3134] lr: 0.00100, eta: 19:11:03, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7344, loss_cls: 2.3221, loss: 2.3221 2020-06-18 02:40:26,860 - mmaction - INFO - Epoch [63][880/3134] lr: 0.00100, eta: 19:10:51, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7188, loss_cls: 2.2975, loss: 2.2975 2020-06-18 02:40:38,497 - mmaction - INFO - Epoch [63][900/3134] lr: 0.00100, eta: 19:10:39, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7406, loss_cls: 2.2200, loss: 2.2200 2020-06-18 02:40:50,194 - mmaction - INFO - Epoch [63][920/3134] lr: 0.00100, eta: 19:10:28, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7562, loss_cls: 2.1372, loss: 2.1372 2020-06-18 02:41:01,774 - mmaction - INFO - Epoch [63][940/3134] lr: 0.00100, eta: 19:10:16, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7500, loss_cls: 2.1678, loss: 2.1678 2020-06-18 02:41:13,419 - mmaction - INFO - Epoch [63][960/3134] lr: 0.00100, eta: 19:10:04, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7625, loss_cls: 2.0389, loss: 2.0389 2020-06-18 02:41:25,137 - mmaction - INFO - Epoch [63][980/3134] lr: 0.00100, eta: 19:09:52, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7000, loss_cls: 2.2898, loss: 2.2898 2020-06-18 02:41:36,745 - mmaction - INFO - Epoch [63][1000/3134] lr: 0.00100, eta: 19:09:41, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7500, loss_cls: 2.1447, loss: 2.1447 2020-06-18 02:41:48,334 - mmaction - INFO - Epoch [63][1020/3134] lr: 0.00100, eta: 19:09:29, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.4344, top5_acc: 0.6937, loss_cls: 2.4491, loss: 2.4491 2020-06-18 02:41:59,887 - mmaction - INFO - Epoch [63][1040/3134] lr: 0.00100, eta: 19:09:17, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7344, loss_cls: 2.1587, loss: 2.1587 2020-06-18 02:42:11,444 - mmaction - INFO - Epoch [63][1060/3134] lr: 0.00100, eta: 19:09:06, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7219, loss_cls: 2.3211, loss: 2.3211 2020-06-18 02:42:23,118 - mmaction - INFO - Epoch [63][1080/3134] lr: 0.00100, eta: 19:08:54, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7344, loss_cls: 2.2037, loss: 2.2037 2020-06-18 02:42:34,731 - mmaction - INFO - Epoch [63][1100/3134] lr: 0.00100, eta: 19:08:42, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7094, loss_cls: 2.2684, loss: 2.2684 2020-06-18 02:42:46,330 - mmaction - INFO - Epoch [63][1120/3134] lr: 0.00100, eta: 19:08:30, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7438, loss_cls: 2.3104, loss: 2.3104 2020-06-18 02:42:57,976 - mmaction - INFO - Epoch [63][1140/3134] lr: 0.00100, eta: 19:08:19, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7688, loss_cls: 2.0268, loss: 2.0268 2020-06-18 02:43:09,663 - mmaction - INFO - Epoch [63][1160/3134] lr: 0.00100, eta: 19:08:07, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7125, loss_cls: 2.4265, loss: 2.4265 2020-06-18 02:43:21,384 - mmaction - INFO - Epoch [63][1180/3134] lr: 0.00100, eta: 19:07:55, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7344, loss_cls: 2.2082, loss: 2.2082 2020-06-18 02:43:33,026 - mmaction - INFO - Epoch [63][1200/3134] lr: 0.00100, eta: 19:07:44, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7312, loss_cls: 2.1256, loss: 2.1256 2020-06-18 02:43:44,630 - mmaction - INFO - Epoch [63][1220/3134] lr: 0.00100, eta: 19:07:32, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7906, loss_cls: 2.0300, loss: 2.0300 2020-06-18 02:43:56,295 - mmaction - INFO - Epoch [63][1240/3134] lr: 0.00100, eta: 19:07:20, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7531, loss_cls: 2.1578, loss: 2.1578 2020-06-18 02:44:07,875 - mmaction - INFO - Epoch [63][1260/3134] lr: 0.00100, eta: 19:07:08, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4813, top5_acc: 0.6969, loss_cls: 2.3335, loss: 2.3335 2020-06-18 02:44:19,594 - mmaction - INFO - Epoch [63][1280/3134] lr: 0.00100, eta: 19:06:57, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7812, loss_cls: 1.9817, loss: 1.9817 2020-06-18 02:44:31,205 - mmaction - INFO - Epoch [63][1300/3134] lr: 0.00100, eta: 19:06:45, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7000, loss_cls: 2.3327, loss: 2.3327 2020-06-18 02:44:42,790 - mmaction - INFO - Epoch [63][1320/3134] lr: 0.00100, eta: 19:06:33, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7375, loss_cls: 2.1234, loss: 2.1234 2020-06-18 02:44:54,489 - mmaction - INFO - Epoch [63][1340/3134] lr: 0.00100, eta: 19:06:22, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7844, loss_cls: 2.0722, loss: 2.0722 2020-06-18 02:45:06,138 - mmaction - INFO - Epoch [63][1360/3134] lr: 0.00100, eta: 19:06:10, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7781, loss_cls: 2.0376, loss: 2.0376 2020-06-18 02:45:17,726 - mmaction - INFO - Epoch [63][1380/3134] lr: 0.00100, eta: 19:05:58, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7719, loss_cls: 2.1512, loss: 2.1512 2020-06-18 02:45:29,402 - mmaction - INFO - Epoch [63][1400/3134] lr: 0.00100, eta: 19:05:46, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7250, loss_cls: 2.3298, loss: 2.3298 2020-06-18 02:45:41,101 - mmaction - INFO - Epoch [63][1420/3134] lr: 0.00100, eta: 19:05:35, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7344, loss_cls: 2.1636, loss: 2.1636 2020-06-18 02:45:52,710 - mmaction - INFO - Epoch [63][1440/3134] lr: 0.00100, eta: 19:05:23, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7156, loss_cls: 2.2992, loss: 2.2992 2020-06-18 02:46:04,341 - mmaction - INFO - Epoch [63][1460/3134] lr: 0.00100, eta: 19:05:11, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.6937, loss_cls: 2.4195, loss: 2.4195 2020-06-18 02:46:16,044 - mmaction - INFO - Epoch [63][1480/3134] lr: 0.00100, eta: 19:05:00, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.1963, loss: 2.1963 2020-06-18 02:46:27,721 - mmaction - INFO - Epoch [63][1500/3134] lr: 0.00100, eta: 19:04:48, time: 0.584, data_time: 0.000, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7656, loss_cls: 1.9919, loss: 1.9919 2020-06-18 02:46:39,353 - mmaction - INFO - Epoch [63][1520/3134] lr: 0.00100, eta: 19:04:36, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7500, loss_cls: 2.0752, loss: 2.0752 2020-06-18 02:46:50,975 - mmaction - INFO - Epoch [63][1540/3134] lr: 0.00100, eta: 19:04:25, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7125, loss_cls: 2.3486, loss: 2.3486 2020-06-18 02:47:02,569 - mmaction - INFO - Epoch [63][1560/3134] lr: 0.00100, eta: 19:04:13, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7031, loss_cls: 2.2829, loss: 2.2829 2020-06-18 02:47:14,172 - mmaction - INFO - Epoch [63][1580/3134] lr: 0.00100, eta: 19:04:01, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7531, loss_cls: 2.1653, loss: 2.1653 2020-06-18 02:47:25,862 - mmaction - INFO - Epoch [63][1600/3134] lr: 0.00100, eta: 19:03:49, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7344, loss_cls: 2.2476, loss: 2.2476 2020-06-18 02:47:37,536 - mmaction - INFO - Epoch [63][1620/3134] lr: 0.00100, eta: 19:03:38, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7188, loss_cls: 2.3241, loss: 2.3241 2020-06-18 02:47:49,188 - mmaction - INFO - Epoch [63][1640/3134] lr: 0.00100, eta: 19:03:26, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7469, loss_cls: 2.1742, loss: 2.1742 2020-06-18 02:48:00,846 - mmaction - INFO - Epoch [63][1660/3134] lr: 0.00100, eta: 19:03:14, time: 0.583, data_time: 0.000, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7281, loss_cls: 2.4617, loss: 2.4617 2020-06-18 02:48:12,431 - mmaction - INFO - Epoch [63][1680/3134] lr: 0.00100, eta: 19:03:03, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7375, loss_cls: 2.1122, loss: 2.1122 2020-06-18 02:48:24,071 - mmaction - INFO - Epoch [63][1700/3134] lr: 0.00100, eta: 19:02:51, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7594, loss_cls: 2.3000, loss: 2.3000 2020-06-18 02:48:35,750 - mmaction - INFO - Epoch [63][1720/3134] lr: 0.00100, eta: 19:02:39, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7500, loss_cls: 2.2343, loss: 2.2343 2020-06-18 02:48:47,424 - mmaction - INFO - Epoch [63][1740/3134] lr: 0.00100, eta: 19:02:28, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7281, loss_cls: 2.3646, loss: 2.3646 2020-06-18 02:48:59,165 - mmaction - INFO - Epoch [63][1760/3134] lr: 0.00100, eta: 19:02:16, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7250, loss_cls: 2.2920, loss: 2.2920 2020-06-18 02:49:10,803 - mmaction - INFO - Epoch [63][1780/3134] lr: 0.00100, eta: 19:02:04, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.2263, loss: 2.2263 2020-06-18 02:49:22,431 - mmaction - INFO - Epoch [63][1800/3134] lr: 0.00100, eta: 19:01:52, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4344, top5_acc: 0.6875, loss_cls: 2.4036, loss: 2.4036 2020-06-18 02:49:34,027 - mmaction - INFO - Epoch [63][1820/3134] lr: 0.00100, eta: 19:01:41, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4688, top5_acc: 0.6937, loss_cls: 2.3590, loss: 2.3590 2020-06-18 02:49:45,715 - mmaction - INFO - Epoch [63][1840/3134] lr: 0.00100, eta: 19:01:29, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7562, loss_cls: 2.1222, loss: 2.1222 2020-06-18 02:49:57,335 - mmaction - INFO - Epoch [63][1860/3134] lr: 0.00100, eta: 19:01:17, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7438, loss_cls: 2.2329, loss: 2.2329 2020-06-18 02:50:09,006 - mmaction - INFO - Epoch [63][1880/3134] lr: 0.00100, eta: 19:01:06, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7438, loss_cls: 2.2268, loss: 2.2268 2020-06-18 02:50:20,731 - mmaction - INFO - Epoch [63][1900/3134] lr: 0.00100, eta: 19:00:54, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7500, loss_cls: 2.2444, loss: 2.2444 2020-06-18 02:50:32,334 - mmaction - INFO - Epoch [63][1920/3134] lr: 0.00100, eta: 19:00:42, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7656, loss_cls: 2.1739, loss: 2.1739 2020-06-18 02:50:43,960 - mmaction - INFO - Epoch [63][1940/3134] lr: 0.00100, eta: 19:00:31, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7281, loss_cls: 2.2226, loss: 2.2226 2020-06-18 02:50:55,562 - mmaction - INFO - Epoch [63][1960/3134] lr: 0.00100, eta: 19:00:19, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7781, loss_cls: 1.9842, loss: 1.9842 2020-06-18 02:51:07,159 - mmaction - INFO - Epoch [63][1980/3134] lr: 0.00100, eta: 19:00:07, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6813, loss_cls: 2.4056, loss: 2.4056 2020-06-18 02:51:18,819 - mmaction - INFO - Epoch [63][2000/3134] lr: 0.00100, eta: 18:59:55, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7125, loss_cls: 2.3251, loss: 2.3251 2020-06-18 02:51:30,435 - mmaction - INFO - Epoch [63][2020/3134] lr: 0.00100, eta: 18:59:44, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7438, loss_cls: 2.0674, loss: 2.0674 2020-06-18 02:51:42,044 - mmaction - INFO - Epoch [63][2040/3134] lr: 0.00100, eta: 18:59:32, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.3155, loss: 2.3155 2020-06-18 02:51:53,718 - mmaction - INFO - Epoch [63][2060/3134] lr: 0.00100, eta: 18:59:20, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7438, loss_cls: 2.1129, loss: 2.1129 2020-06-18 02:52:05,401 - mmaction - INFO - Epoch [63][2080/3134] lr: 0.00100, eta: 18:59:09, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7188, loss_cls: 2.3847, loss: 2.3847 2020-06-18 02:52:17,052 - mmaction - INFO - Epoch [63][2100/3134] lr: 0.00100, eta: 18:58:57, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7531, loss_cls: 2.1605, loss: 2.1605 2020-06-18 02:52:28,653 - mmaction - INFO - Epoch [63][2120/3134] lr: 0.00100, eta: 18:58:45, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7375, loss_cls: 2.2540, loss: 2.2540 2020-06-18 02:52:40,286 - mmaction - INFO - Epoch [63][2140/3134] lr: 0.00100, eta: 18:58:33, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7594, loss_cls: 2.1970, loss: 2.1970 2020-06-18 02:52:51,958 - mmaction - INFO - Epoch [63][2160/3134] lr: 0.00100, eta: 18:58:22, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7688, loss_cls: 2.0980, loss: 2.0980 2020-06-18 02:53:03,597 - mmaction - INFO - Epoch [63][2180/3134] lr: 0.00100, eta: 18:58:10, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7406, loss_cls: 2.1868, loss: 2.1868 2020-06-18 02:53:15,199 - mmaction - INFO - Epoch [63][2200/3134] lr: 0.00100, eta: 18:57:58, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7281, loss_cls: 2.2762, loss: 2.2762 2020-06-18 02:53:26,923 - mmaction - INFO - Epoch [63][2220/3134] lr: 0.00100, eta: 18:57:47, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7219, loss_cls: 2.3684, loss: 2.3684 2020-06-18 02:53:38,650 - mmaction - INFO - Epoch [63][2240/3134] lr: 0.00100, eta: 18:57:35, time: 0.588, data_time: 0.002, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7250, loss_cls: 2.2441, loss: 2.2441 2020-06-18 02:53:50,240 - mmaction - INFO - Epoch [63][2260/3134] lr: 0.00100, eta: 18:57:23, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4094, top5_acc: 0.7344, loss_cls: 2.3873, loss: 2.3873 2020-06-18 02:54:01,911 - mmaction - INFO - Epoch [63][2280/3134] lr: 0.00100, eta: 18:57:12, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7594, loss_cls: 2.2506, loss: 2.2506 2020-06-18 02:54:13,509 - mmaction - INFO - Epoch [63][2300/3134] lr: 0.00100, eta: 18:57:00, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7188, loss_cls: 2.4367, loss: 2.4367 2020-06-18 02:54:25,227 - mmaction - INFO - Epoch [63][2320/3134] lr: 0.00100, eta: 18:56:48, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7562, loss_cls: 2.1871, loss: 2.1871 2020-06-18 02:54:36,877 - mmaction - INFO - Epoch [63][2340/3134] lr: 0.00100, eta: 18:56:36, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7063, loss_cls: 2.2949, loss: 2.2949 2020-06-18 02:54:48,474 - mmaction - INFO - Epoch [63][2360/3134] lr: 0.00100, eta: 18:56:25, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7094, loss_cls: 2.3312, loss: 2.3312 2020-06-18 02:55:00,110 - mmaction - INFO - Epoch [63][2380/3134] lr: 0.00100, eta: 18:56:13, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7000, loss_cls: 2.3168, loss: 2.3168 2020-06-18 02:55:11,733 - mmaction - INFO - Epoch [63][2400/3134] lr: 0.00100, eta: 18:56:01, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7188, loss_cls: 2.2710, loss: 2.2710 2020-06-18 02:55:23,366 - mmaction - INFO - Epoch [63][2420/3134] lr: 0.00100, eta: 18:55:50, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7312, loss_cls: 2.2140, loss: 2.2140 2020-06-18 02:55:34,978 - mmaction - INFO - Epoch [63][2440/3134] lr: 0.00100, eta: 18:55:38, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4125, top5_acc: 0.7156, loss_cls: 2.4220, loss: 2.4220 2020-06-18 02:55:46,649 - mmaction - INFO - Epoch [63][2460/3134] lr: 0.00100, eta: 18:55:26, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7156, loss_cls: 2.2912, loss: 2.2912 2020-06-18 02:55:58,316 - mmaction - INFO - Epoch [63][2480/3134] lr: 0.00100, eta: 18:55:14, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7063, loss_cls: 2.3390, loss: 2.3390 2020-06-18 02:56:09,963 - mmaction - INFO - Epoch [63][2500/3134] lr: 0.00100, eta: 18:55:03, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7156, loss_cls: 2.3540, loss: 2.3540 2020-06-18 02:56:21,566 - mmaction - INFO - Epoch [63][2520/3134] lr: 0.00100, eta: 18:54:51, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7344, loss_cls: 2.1576, loss: 2.1576 2020-06-18 02:56:33,124 - mmaction - INFO - Epoch [63][2540/3134] lr: 0.00100, eta: 18:54:39, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7344, loss_cls: 2.3360, loss: 2.3360 2020-06-18 02:56:44,811 - mmaction - INFO - Epoch [63][2560/3134] lr: 0.00100, eta: 18:54:28, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7281, loss_cls: 2.3187, loss: 2.3187 2020-06-18 02:56:56,434 - mmaction - INFO - Epoch [63][2580/3134] lr: 0.00100, eta: 18:54:16, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7562, loss_cls: 2.0761, loss: 2.0761 2020-06-18 02:57:08,049 - mmaction - INFO - Epoch [63][2600/3134] lr: 0.00100, eta: 18:54:04, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7562, loss_cls: 2.1787, loss: 2.1787 2020-06-18 02:57:19,780 - mmaction - INFO - Epoch [63][2620/3134] lr: 0.00100, eta: 18:53:53, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7188, loss_cls: 2.3299, loss: 2.3299 2020-06-18 02:57:31,354 - mmaction - INFO - Epoch [63][2640/3134] lr: 0.00100, eta: 18:53:41, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7281, loss_cls: 2.2272, loss: 2.2272 2020-06-18 02:57:43,035 - mmaction - INFO - Epoch [63][2660/3134] lr: 0.00100, eta: 18:53:29, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7125, loss_cls: 2.3665, loss: 2.3665 2020-06-18 02:57:54,648 - mmaction - INFO - Epoch [63][2680/3134] lr: 0.00100, eta: 18:53:17, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7469, loss_cls: 2.2934, loss: 2.2934 2020-06-18 02:58:06,346 - mmaction - INFO - Epoch [63][2700/3134] lr: 0.00100, eta: 18:53:06, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7594, loss_cls: 2.1870, loss: 2.1870 2020-06-18 02:58:17,986 - mmaction - INFO - Epoch [63][2720/3134] lr: 0.00100, eta: 18:52:54, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7438, loss_cls: 2.2392, loss: 2.2392 2020-06-18 02:58:29,687 - mmaction - INFO - Epoch [63][2740/3134] lr: 0.00100, eta: 18:52:42, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7562, loss_cls: 2.2591, loss: 2.2591 2020-06-18 02:58:41,271 - mmaction - INFO - Epoch [63][2760/3134] lr: 0.00100, eta: 18:52:31, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7469, loss_cls: 2.2388, loss: 2.2388 2020-06-18 02:58:52,911 - mmaction - INFO - Epoch [63][2780/3134] lr: 0.00100, eta: 18:52:19, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7469, loss_cls: 2.1630, loss: 2.1630 2020-06-18 02:59:04,597 - mmaction - INFO - Epoch [63][2800/3134] lr: 0.00100, eta: 18:52:07, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7375, loss_cls: 2.3083, loss: 2.3083 2020-06-18 02:59:16,237 - mmaction - INFO - Epoch [63][2820/3134] lr: 0.00100, eta: 18:51:55, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7656, loss_cls: 2.1480, loss: 2.1480 2020-06-18 02:59:27,894 - mmaction - INFO - Epoch [63][2840/3134] lr: 0.00100, eta: 18:51:44, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7469, loss_cls: 2.2260, loss: 2.2260 2020-06-18 02:59:39,599 - mmaction - INFO - Epoch [63][2860/3134] lr: 0.00100, eta: 18:51:32, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7063, loss_cls: 2.3608, loss: 2.3608 2020-06-18 02:59:51,256 - mmaction - INFO - Epoch [63][2880/3134] lr: 0.00100, eta: 18:51:20, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7375, loss_cls: 2.2208, loss: 2.2208 2020-06-18 03:00:02,819 - mmaction - INFO - Epoch [63][2900/3134] lr: 0.00100, eta: 18:51:09, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7250, loss_cls: 2.1789, loss: 2.1789 2020-06-18 03:00:14,798 - mmaction - INFO - Epoch [63][2920/3134] lr: 0.00100, eta: 18:50:57, time: 0.598, data_time: 0.002, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7250, loss_cls: 2.2852, loss: 2.2852 2020-06-18 03:00:26,781 - mmaction - INFO - Epoch [63][2940/3134] lr: 0.00100, eta: 18:50:46, time: 0.600, data_time: 0.004, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7531, loss_cls: 2.1678, loss: 2.1678 2020-06-18 03:00:38,443 - mmaction - INFO - Epoch [63][2960/3134] lr: 0.00100, eta: 18:50:34, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7500, loss_cls: 2.1821, loss: 2.1821 2020-06-18 03:00:50,087 - mmaction - INFO - Epoch [63][2980/3134] lr: 0.00100, eta: 18:50:22, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7094, loss_cls: 2.3612, loss: 2.3612 2020-06-18 03:01:01,742 - mmaction - INFO - Epoch [63][3000/3134] lr: 0.00100, eta: 18:50:11, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7750, loss_cls: 2.0512, loss: 2.0512 2020-06-18 03:01:13,429 - mmaction - INFO - Epoch [63][3020/3134] lr: 0.00100, eta: 18:49:59, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7594, loss_cls: 2.1322, loss: 2.1322 2020-06-18 03:01:25,019 - mmaction - INFO - Epoch [63][3040/3134] lr: 0.00100, eta: 18:49:47, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7312, loss_cls: 2.2536, loss: 2.2536 2020-06-18 03:01:36,741 - mmaction - INFO - Epoch [63][3060/3134] lr: 0.00100, eta: 18:49:35, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7625, loss_cls: 2.0836, loss: 2.0836 2020-06-18 03:01:48,403 - mmaction - INFO - Epoch [63][3080/3134] lr: 0.00100, eta: 18:49:24, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7625, loss_cls: 2.2029, loss: 2.2029 2020-06-18 03:02:00,014 - mmaction - INFO - Epoch [63][3100/3134] lr: 0.00100, eta: 18:49:12, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7719, loss_cls: 2.0313, loss: 2.0313 2020-06-18 03:02:11,711 - mmaction - INFO - Epoch [63][3120/3134] lr: 0.00100, eta: 18:49:00, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7250, loss_cls: 2.2273, loss: 2.2273 2020-06-18 03:02:48,747 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-18 03:02:50,003 - mmaction - INFO - top1_acc 0.2829 top5_acc 0.5350 2020-06-18 03:02:50,019 - mmaction - INFO - Epoch [63][3134/3134] lr: 0.00100, top1_acc: 0.2829, top5_acc: 0.5350 2020-06-18 03:03:05,027 - mmaction - INFO - Epoch [64][20/3134] lr: 0.00100, eta: 18:48:38, time: 0.750, data_time: 0.173, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7219, loss_cls: 2.3130, loss: 2.3130 2020-06-18 03:03:16,734 - mmaction - INFO - Epoch [64][40/3134] lr: 0.00100, eta: 18:48:26, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7188, loss_cls: 2.2501, loss: 2.2501 2020-06-18 03:03:28,426 - mmaction - INFO - Epoch [64][60/3134] lr: 0.00100, eta: 18:48:14, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7188, loss_cls: 2.3296, loss: 2.3296 2020-06-18 03:03:40,056 - mmaction - INFO - Epoch [64][80/3134] lr: 0.00100, eta: 18:48:03, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7594, loss_cls: 2.0937, loss: 2.0937 2020-06-18 03:03:51,654 - mmaction - INFO - Epoch [64][100/3134] lr: 0.00100, eta: 18:47:51, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7531, loss_cls: 2.1085, loss: 2.1085 2020-06-18 03:04:03,266 - mmaction - INFO - Epoch [64][120/3134] lr: 0.00100, eta: 18:47:39, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7594, loss_cls: 2.1829, loss: 2.1829 2020-06-18 03:04:14,959 - mmaction - INFO - Epoch [64][140/3134] lr: 0.00100, eta: 18:47:27, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7219, loss_cls: 2.2551, loss: 2.2551 2020-06-18 03:04:26,645 - mmaction - INFO - Epoch [64][160/3134] lr: 0.00100, eta: 18:47:16, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7406, loss_cls: 2.2080, loss: 2.2080 2020-06-18 03:04:38,333 - mmaction - INFO - Epoch [64][180/3134] lr: 0.00100, eta: 18:47:04, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7375, loss_cls: 2.2215, loss: 2.2215 2020-06-18 03:04:49,990 - mmaction - INFO - Epoch [64][200/3134] lr: 0.00100, eta: 18:46:52, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7500, loss_cls: 2.0715, loss: 2.0715 2020-06-18 03:05:01,682 - mmaction - INFO - Epoch [64][220/3134] lr: 0.00100, eta: 18:46:41, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7469, loss_cls: 2.2396, loss: 2.2396 2020-06-18 03:05:13,429 - mmaction - INFO - Epoch [64][240/3134] lr: 0.00100, eta: 18:46:29, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7656, loss_cls: 2.0232, loss: 2.0232 2020-06-18 03:05:25,139 - mmaction - INFO - Epoch [64][260/3134] lr: 0.00100, eta: 18:46:17, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7031, loss_cls: 2.3499, loss: 2.3499 2020-06-18 03:05:36,822 - mmaction - INFO - Epoch [64][280/3134] lr: 0.00100, eta: 18:46:06, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7562, loss_cls: 2.1662, loss: 2.1662 2020-06-18 03:05:48,407 - mmaction - INFO - Epoch [64][300/3134] lr: 0.00100, eta: 18:45:54, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7438, loss_cls: 2.1136, loss: 2.1136 2020-06-18 03:06:00,044 - mmaction - INFO - Epoch [64][320/3134] lr: 0.00100, eta: 18:45:42, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7469, loss_cls: 2.0689, loss: 2.0689 2020-06-18 03:06:11,711 - mmaction - INFO - Epoch [64][340/3134] lr: 0.00100, eta: 18:45:31, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.6875, loss_cls: 2.3927, loss: 2.3927 2020-06-18 03:06:23,371 - mmaction - INFO - Epoch [64][360/3134] lr: 0.00100, eta: 18:45:19, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7625, loss_cls: 2.0945, loss: 2.0945 2020-06-18 03:06:35,040 - mmaction - INFO - Epoch [64][380/3134] lr: 0.00100, eta: 18:45:07, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4844, top5_acc: 0.6875, loss_cls: 2.3258, loss: 2.3258 2020-06-18 03:06:46,724 - mmaction - INFO - Epoch [64][400/3134] lr: 0.00100, eta: 18:44:56, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7844, loss_cls: 2.0669, loss: 2.0669 2020-06-18 03:06:58,429 - mmaction - INFO - Epoch [64][420/3134] lr: 0.00100, eta: 18:44:44, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7469, loss_cls: 2.2285, loss: 2.2285 2020-06-18 03:07:09,999 - mmaction - INFO - Epoch [64][440/3134] lr: 0.00100, eta: 18:44:32, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7438, loss_cls: 2.2403, loss: 2.2403 2020-06-18 03:07:21,608 - mmaction - INFO - Epoch [64][460/3134] lr: 0.00100, eta: 18:44:20, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7438, loss_cls: 2.0933, loss: 2.0933 2020-06-18 03:07:33,204 - mmaction - INFO - Epoch [64][480/3134] lr: 0.00100, eta: 18:44:09, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7156, loss_cls: 2.2900, loss: 2.2900 2020-06-18 03:07:44,880 - mmaction - INFO - Epoch [64][500/3134] lr: 0.00100, eta: 18:43:57, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7094, loss_cls: 2.3541, loss: 2.3541 2020-06-18 03:07:56,515 - mmaction - INFO - Epoch [64][520/3134] lr: 0.00100, eta: 18:43:45, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7781, loss_cls: 1.9226, loss: 1.9226 2020-06-18 03:08:08,193 - mmaction - INFO - Epoch [64][540/3134] lr: 0.00100, eta: 18:43:34, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4437, top5_acc: 0.6906, loss_cls: 2.4293, loss: 2.4293 2020-06-18 03:08:19,781 - mmaction - INFO - Epoch [64][560/3134] lr: 0.00100, eta: 18:43:22, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7531, loss_cls: 2.1179, loss: 2.1179 2020-06-18 03:08:31,587 - mmaction - INFO - Epoch [64][580/3134] lr: 0.00100, eta: 18:43:10, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7219, loss_cls: 2.1695, loss: 2.1695 2020-06-18 03:08:43,238 - mmaction - INFO - Epoch [64][600/3134] lr: 0.00100, eta: 18:42:59, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7188, loss_cls: 2.2233, loss: 2.2233 2020-06-18 03:08:54,824 - mmaction - INFO - Epoch [64][620/3134] lr: 0.00100, eta: 18:42:47, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7188, loss_cls: 2.2973, loss: 2.2973 2020-06-18 03:09:06,442 - mmaction - INFO - Epoch [64][640/3134] lr: 0.00100, eta: 18:42:35, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.2359, loss: 2.2359 2020-06-18 03:09:18,065 - mmaction - INFO - Epoch [64][660/3134] lr: 0.00100, eta: 18:42:23, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7531, loss_cls: 2.0687, loss: 2.0687 2020-06-18 03:09:29,685 - mmaction - INFO - Epoch [64][680/3134] lr: 0.00100, eta: 18:42:12, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4344, top5_acc: 0.6906, loss_cls: 2.4042, loss: 2.4042 2020-06-18 03:09:41,379 - mmaction - INFO - Epoch [64][700/3134] lr: 0.00100, eta: 18:42:00, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7438, loss_cls: 2.1783, loss: 2.1783 2020-06-18 03:09:53,086 - mmaction - INFO - Epoch [64][720/3134] lr: 0.00100, eta: 18:41:48, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7156, loss_cls: 2.3043, loss: 2.3043 2020-06-18 03:10:04,797 - mmaction - INFO - Epoch [64][740/3134] lr: 0.00100, eta: 18:41:37, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7531, loss_cls: 2.1761, loss: 2.1761 2020-06-18 03:10:16,426 - mmaction - INFO - Epoch [64][760/3134] lr: 0.00100, eta: 18:41:25, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7906, loss_cls: 2.0995, loss: 2.0995 2020-06-18 03:10:27,991 - mmaction - INFO - Epoch [64][780/3134] lr: 0.00100, eta: 18:41:13, time: 0.577, data_time: 0.000, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7688, loss_cls: 2.1054, loss: 2.1054 2020-06-18 03:10:39,618 - mmaction - INFO - Epoch [64][800/3134] lr: 0.00100, eta: 18:41:01, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7594, loss_cls: 2.1644, loss: 2.1644 2020-06-18 03:10:51,223 - mmaction - INFO - Epoch [64][820/3134] lr: 0.00100, eta: 18:40:50, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7219, loss_cls: 2.4017, loss: 2.4017 2020-06-18 03:11:02,840 - mmaction - INFO - Epoch [64][840/3134] lr: 0.00100, eta: 18:40:38, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7750, loss_cls: 2.0945, loss: 2.0945 2020-06-18 03:11:14,504 - mmaction - INFO - Epoch [64][860/3134] lr: 0.00100, eta: 18:40:26, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7594, loss_cls: 2.2218, loss: 2.2218 2020-06-18 03:11:26,114 - mmaction - INFO - Epoch [64][880/3134] lr: 0.00100, eta: 18:40:15, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4625, top5_acc: 0.6969, loss_cls: 2.3424, loss: 2.3424 2020-06-18 03:11:37,712 - mmaction - INFO - Epoch [64][900/3134] lr: 0.00100, eta: 18:40:03, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7156, loss_cls: 2.2962, loss: 2.2962 2020-06-18 03:11:49,359 - mmaction - INFO - Epoch [64][920/3134] lr: 0.00100, eta: 18:39:51, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7219, loss_cls: 2.3334, loss: 2.3334 2020-06-18 03:12:00,997 - mmaction - INFO - Epoch [64][940/3134] lr: 0.00100, eta: 18:39:39, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7500, loss_cls: 2.1213, loss: 2.1213 2020-06-18 03:12:12,602 - mmaction - INFO - Epoch [64][960/3134] lr: 0.00100, eta: 18:39:28, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7312, loss_cls: 2.2828, loss: 2.2828 2020-06-18 03:12:24,274 - mmaction - INFO - Epoch [64][980/3134] lr: 0.00100, eta: 18:39:16, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7469, loss_cls: 2.1733, loss: 2.1733 2020-06-18 03:12:35,924 - mmaction - INFO - Epoch [64][1000/3134] lr: 0.00100, eta: 18:39:04, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7812, loss_cls: 2.0907, loss: 2.0907 2020-06-18 03:12:47,526 - mmaction - INFO - Epoch [64][1020/3134] lr: 0.00100, eta: 18:38:53, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4594, top5_acc: 0.6906, loss_cls: 2.4219, loss: 2.4219 2020-06-18 03:12:59,183 - mmaction - INFO - Epoch [64][1040/3134] lr: 0.00100, eta: 18:38:41, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7812, loss_cls: 1.9717, loss: 1.9717 2020-06-18 03:13:10,882 - mmaction - INFO - Epoch [64][1060/3134] lr: 0.00100, eta: 18:38:29, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7719, loss_cls: 2.1083, loss: 2.1083 2020-06-18 03:13:22,447 - mmaction - INFO - Epoch [64][1080/3134] lr: 0.00100, eta: 18:38:18, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7406, loss_cls: 2.1630, loss: 2.1630 2020-06-18 03:13:34,081 - mmaction - INFO - Epoch [64][1100/3134] lr: 0.00100, eta: 18:38:06, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7469, loss_cls: 2.1212, loss: 2.1212 2020-06-18 03:13:45,830 - mmaction - INFO - Epoch [64][1120/3134] lr: 0.00100, eta: 18:37:54, time: 0.588, data_time: 0.002, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7375, loss_cls: 2.2526, loss: 2.2526 2020-06-18 03:13:57,494 - mmaction - INFO - Epoch [64][1140/3134] lr: 0.00100, eta: 18:37:42, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7438, loss_cls: 2.1825, loss: 2.1825 2020-06-18 03:14:09,141 - mmaction - INFO - Epoch [64][1160/3134] lr: 0.00100, eta: 18:37:31, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7094, loss_cls: 2.3637, loss: 2.3637 2020-06-18 03:14:20,799 - mmaction - INFO - Epoch [64][1180/3134] lr: 0.00100, eta: 18:37:19, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7156, loss_cls: 2.3764, loss: 2.3764 2020-06-18 03:14:32,461 - mmaction - INFO - Epoch [64][1200/3134] lr: 0.00100, eta: 18:37:07, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7344, loss_cls: 2.2279, loss: 2.2279 2020-06-18 03:14:44,108 - mmaction - INFO - Epoch [64][1220/3134] lr: 0.00100, eta: 18:36:56, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7250, loss_cls: 2.2617, loss: 2.2617 2020-06-18 03:14:55,753 - mmaction - INFO - Epoch [64][1240/3134] lr: 0.00100, eta: 18:36:44, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7125, loss_cls: 2.3320, loss: 2.3320 2020-06-18 03:15:07,457 - mmaction - INFO - Epoch [64][1260/3134] lr: 0.00100, eta: 18:36:32, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.5813, top5_acc: 0.7719, loss_cls: 1.9499, loss: 1.9499 2020-06-18 03:15:19,065 - mmaction - INFO - Epoch [64][1280/3134] lr: 0.00100, eta: 18:36:21, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7188, loss_cls: 2.3253, loss: 2.3253 2020-06-18 03:15:30,724 - mmaction - INFO - Epoch [64][1300/3134] lr: 0.00100, eta: 18:36:09, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 2.0408, loss: 2.0408 2020-06-18 03:15:42,393 - mmaction - INFO - Epoch [64][1320/3134] lr: 0.00100, eta: 18:35:57, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7156, loss_cls: 2.3477, loss: 2.3477 2020-06-18 03:15:53,942 - mmaction - INFO - Epoch [64][1340/3134] lr: 0.00100, eta: 18:35:45, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7406, loss_cls: 2.1265, loss: 2.1265 2020-06-18 03:16:05,686 - mmaction - INFO - Epoch [64][1360/3134] lr: 0.00100, eta: 18:35:34, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7656, loss_cls: 2.2113, loss: 2.2113 2020-06-18 03:16:17,339 - mmaction - INFO - Epoch [64][1380/3134] lr: 0.00100, eta: 18:35:22, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.2191, loss: 2.2191 2020-06-18 03:16:29,001 - mmaction - INFO - Epoch [64][1400/3134] lr: 0.00100, eta: 18:35:10, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7188, loss_cls: 2.3409, loss: 2.3409 2020-06-18 03:16:40,670 - mmaction - INFO - Epoch [64][1420/3134] lr: 0.00100, eta: 18:34:59, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7625, loss_cls: 2.0416, loss: 2.0416 2020-06-18 03:16:52,351 - mmaction - INFO - Epoch [64][1440/3134] lr: 0.00100, eta: 18:34:47, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7594, loss_cls: 2.1229, loss: 2.1229 2020-06-18 03:17:03,959 - mmaction - INFO - Epoch [64][1460/3134] lr: 0.00100, eta: 18:34:35, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7094, loss_cls: 2.2356, loss: 2.2356 2020-06-18 03:17:15,648 - mmaction - INFO - Epoch [64][1480/3134] lr: 0.00100, eta: 18:34:24, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7250, loss_cls: 2.2844, loss: 2.2844 2020-06-18 03:17:27,303 - mmaction - INFO - Epoch [64][1500/3134] lr: 0.00100, eta: 18:34:12, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7406, loss_cls: 2.2305, loss: 2.2305 2020-06-18 03:17:38,946 - mmaction - INFO - Epoch [64][1520/3134] lr: 0.00100, eta: 18:34:00, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7656, loss_cls: 1.9930, loss: 1.9930 2020-06-18 03:17:50,597 - mmaction - INFO - Epoch [64][1540/3134] lr: 0.00100, eta: 18:33:49, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7219, loss_cls: 2.3268, loss: 2.3268 2020-06-18 03:18:02,239 - mmaction - INFO - Epoch [64][1560/3134] lr: 0.00100, eta: 18:33:37, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7469, loss_cls: 2.2504, loss: 2.2504 2020-06-18 03:18:13,847 - mmaction - INFO - Epoch [64][1580/3134] lr: 0.00100, eta: 18:33:25, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7156, loss_cls: 2.3425, loss: 2.3425 2020-06-18 03:18:25,469 - mmaction - INFO - Epoch [64][1600/3134] lr: 0.00100, eta: 18:33:13, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7000, loss_cls: 2.2358, loss: 2.2358 2020-06-18 03:18:37,127 - mmaction - INFO - Epoch [64][1620/3134] lr: 0.00100, eta: 18:33:02, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7125, loss_cls: 2.2587, loss: 2.2587 2020-06-18 03:18:48,843 - mmaction - INFO - Epoch [64][1640/3134] lr: 0.00100, eta: 18:32:50, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4188, top5_acc: 0.6562, loss_cls: 2.4305, loss: 2.4305 2020-06-18 03:19:00,587 - mmaction - INFO - Epoch [64][1660/3134] lr: 0.00100, eta: 18:32:38, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7562, loss_cls: 2.2644, loss: 2.2644 2020-06-18 03:19:12,232 - mmaction - INFO - Epoch [64][1680/3134] lr: 0.00100, eta: 18:32:27, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7719, loss_cls: 2.0298, loss: 2.0298 2020-06-18 03:19:23,828 - mmaction - INFO - Epoch [64][1700/3134] lr: 0.00100, eta: 18:32:15, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7375, loss_cls: 2.2797, loss: 2.2797 2020-06-18 03:19:35,542 - mmaction - INFO - Epoch [64][1720/3134] lr: 0.00100, eta: 18:32:03, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7219, loss_cls: 2.2951, loss: 2.2951 2020-06-18 03:19:47,160 - mmaction - INFO - Epoch [64][1740/3134] lr: 0.00100, eta: 18:31:52, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7312, loss_cls: 2.1048, loss: 2.1048 2020-06-18 03:19:58,776 - mmaction - INFO - Epoch [64][1760/3134] lr: 0.00100, eta: 18:31:40, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 2.2112, loss: 2.2112 2020-06-18 03:20:10,408 - mmaction - INFO - Epoch [64][1780/3134] lr: 0.00100, eta: 18:31:28, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7688, loss_cls: 2.1172, loss: 2.1172 2020-06-18 03:20:22,123 - mmaction - INFO - Epoch [64][1800/3134] lr: 0.00100, eta: 18:31:16, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7344, loss_cls: 2.1615, loss: 2.1615 2020-06-18 03:20:33,837 - mmaction - INFO - Epoch [64][1820/3134] lr: 0.00100, eta: 18:31:05, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7375, loss_cls: 2.1005, loss: 2.1005 2020-06-18 03:20:45,389 - mmaction - INFO - Epoch [64][1840/3134] lr: 0.00100, eta: 18:30:53, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7250, loss_cls: 2.1246, loss: 2.1246 2020-06-18 03:20:57,068 - mmaction - INFO - Epoch [64][1860/3134] lr: 0.00100, eta: 18:30:41, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7281, loss_cls: 2.2666, loss: 2.2666 2020-06-18 03:21:08,726 - mmaction - INFO - Epoch [64][1880/3134] lr: 0.00100, eta: 18:30:30, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7375, loss_cls: 2.1851, loss: 2.1851 2020-06-18 03:21:20,386 - mmaction - INFO - Epoch [64][1900/3134] lr: 0.00100, eta: 18:30:18, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7812, loss_cls: 2.1369, loss: 2.1369 2020-06-18 03:21:32,046 - mmaction - INFO - Epoch [64][1920/3134] lr: 0.00100, eta: 18:30:06, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7937, loss_cls: 2.1142, loss: 2.1142 2020-06-18 03:21:43,696 - mmaction - INFO - Epoch [64][1940/3134] lr: 0.00100, eta: 18:29:55, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7469, loss_cls: 2.2126, loss: 2.2126 2020-06-18 03:21:55,392 - mmaction - INFO - Epoch [64][1960/3134] lr: 0.00100, eta: 18:29:43, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7500, loss_cls: 2.0325, loss: 2.0325 2020-06-18 03:22:07,118 - mmaction - INFO - Epoch [64][1980/3134] lr: 0.00100, eta: 18:29:31, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 2.1241, loss: 2.1241 2020-06-18 03:22:18,744 - mmaction - INFO - Epoch [64][2000/3134] lr: 0.00100, eta: 18:29:20, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7031, loss_cls: 2.3451, loss: 2.3451 2020-06-18 03:22:30,344 - mmaction - INFO - Epoch [64][2020/3134] lr: 0.00100, eta: 18:29:08, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7281, loss_cls: 2.2221, loss: 2.2221 2020-06-18 03:22:41,915 - mmaction - INFO - Epoch [64][2040/3134] lr: 0.00100, eta: 18:28:56, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7469, loss_cls: 2.2103, loss: 2.2103 2020-06-18 03:22:53,563 - mmaction - INFO - Epoch [64][2060/3134] lr: 0.00100, eta: 18:28:44, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7531, loss_cls: 2.1458, loss: 2.1458 2020-06-18 03:23:05,208 - mmaction - INFO - Epoch [64][2080/3134] lr: 0.00100, eta: 18:28:33, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7312, loss_cls: 2.3620, loss: 2.3620 2020-06-18 03:23:16,852 - mmaction - INFO - Epoch [64][2100/3134] lr: 0.00100, eta: 18:28:21, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7531, loss_cls: 2.2875, loss: 2.2875 2020-06-18 03:23:28,548 - mmaction - INFO - Epoch [64][2120/3134] lr: 0.00100, eta: 18:28:09, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7406, loss_cls: 2.2320, loss: 2.2320 2020-06-18 03:23:40,230 - mmaction - INFO - Epoch [64][2140/3134] lr: 0.00100, eta: 18:27:58, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7219, loss_cls: 2.1688, loss: 2.1688 2020-06-18 03:23:51,858 - mmaction - INFO - Epoch [64][2160/3134] lr: 0.00100, eta: 18:27:46, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7312, loss_cls: 2.3122, loss: 2.3122 2020-06-18 03:24:03,480 - mmaction - INFO - Epoch [64][2180/3134] lr: 0.00100, eta: 18:27:34, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7250, loss_cls: 2.2700, loss: 2.2700 2020-06-18 03:24:15,062 - mmaction - INFO - Epoch [64][2200/3134] lr: 0.00100, eta: 18:27:22, time: 0.578, data_time: 0.004, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7125, loss_cls: 2.4312, loss: 2.4312 2020-06-18 03:24:26,774 - mmaction - INFO - Epoch [64][2220/3134] lr: 0.00100, eta: 18:27:11, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7344, loss_cls: 2.2637, loss: 2.2637 2020-06-18 03:24:38,465 - mmaction - INFO - Epoch [64][2240/3134] lr: 0.00100, eta: 18:26:59, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7531, loss_cls: 2.1953, loss: 2.1953 2020-06-18 03:24:50,152 - mmaction - INFO - Epoch [64][2260/3134] lr: 0.00100, eta: 18:26:47, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7250, loss_cls: 2.3300, loss: 2.3300 2020-06-18 03:25:01,751 - mmaction - INFO - Epoch [64][2280/3134] lr: 0.00100, eta: 18:26:36, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7281, loss_cls: 2.3056, loss: 2.3056 2020-06-18 03:25:13,377 - mmaction - INFO - Epoch [64][2300/3134] lr: 0.00100, eta: 18:26:24, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7219, loss_cls: 2.3355, loss: 2.3355 2020-06-18 03:25:25,039 - mmaction - INFO - Epoch [64][2320/3134] lr: 0.00100, eta: 18:26:12, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7094, loss_cls: 2.2537, loss: 2.2537 2020-06-18 03:25:36,648 - mmaction - INFO - Epoch [64][2340/3134] lr: 0.00100, eta: 18:26:01, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7500, loss_cls: 2.1137, loss: 2.1137 2020-06-18 03:25:48,304 - mmaction - INFO - Epoch [64][2360/3134] lr: 0.00100, eta: 18:25:49, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7469, loss_cls: 2.0959, loss: 2.0959 2020-06-18 03:25:59,963 - mmaction - INFO - Epoch [64][2380/3134] lr: 0.00100, eta: 18:25:37, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7031, loss_cls: 2.2696, loss: 2.2696 2020-06-18 03:26:11,651 - mmaction - INFO - Epoch [64][2400/3134] lr: 0.00100, eta: 18:25:26, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7094, loss_cls: 2.2815, loss: 2.2815 2020-06-18 03:26:23,341 - mmaction - INFO - Epoch [64][2420/3134] lr: 0.00100, eta: 18:25:14, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7250, loss_cls: 2.2699, loss: 2.2699 2020-06-18 03:26:35,014 - mmaction - INFO - Epoch [64][2440/3134] lr: 0.00100, eta: 18:25:02, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7719, loss_cls: 1.9697, loss: 1.9697 2020-06-18 03:26:46,662 - mmaction - INFO - Epoch [64][2460/3134] lr: 0.00100, eta: 18:24:50, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7094, loss_cls: 2.3453, loss: 2.3453 2020-06-18 03:26:58,378 - mmaction - INFO - Epoch [64][2480/3134] lr: 0.00100, eta: 18:24:39, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7812, loss_cls: 2.1598, loss: 2.1598 2020-06-18 03:27:10,024 - mmaction - INFO - Epoch [64][2500/3134] lr: 0.00100, eta: 18:24:27, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7250, loss_cls: 2.2230, loss: 2.2230 2020-06-18 03:27:21,658 - mmaction - INFO - Epoch [64][2520/3134] lr: 0.00100, eta: 18:24:15, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7438, loss_cls: 2.1931, loss: 2.1931 2020-06-18 03:27:33,340 - mmaction - INFO - Epoch [64][2540/3134] lr: 0.00100, eta: 18:24:04, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7344, loss_cls: 2.1457, loss: 2.1457 2020-06-18 03:27:45,034 - mmaction - INFO - Epoch [64][2560/3134] lr: 0.00100, eta: 18:23:52, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7594, loss_cls: 2.1327, loss: 2.1327 2020-06-18 03:27:56,702 - mmaction - INFO - Epoch [64][2580/3134] lr: 0.00100, eta: 18:23:40, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7594, loss_cls: 2.1261, loss: 2.1261 2020-06-18 03:28:08,277 - mmaction - INFO - Epoch [64][2600/3134] lr: 0.00100, eta: 18:23:29, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7844, loss_cls: 1.9962, loss: 1.9962 2020-06-18 03:28:19,887 - mmaction - INFO - Epoch [64][2620/3134] lr: 0.00100, eta: 18:23:17, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7688, loss_cls: 2.0587, loss: 2.0587 2020-06-18 03:28:31,519 - mmaction - INFO - Epoch [64][2640/3134] lr: 0.00100, eta: 18:23:05, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7562, loss_cls: 2.1549, loss: 2.1549 2020-06-18 03:28:43,120 - mmaction - INFO - Epoch [64][2660/3134] lr: 0.00100, eta: 18:22:53, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7094, loss_cls: 2.3506, loss: 2.3506 2020-06-18 03:28:54,755 - mmaction - INFO - Epoch [64][2680/3134] lr: 0.00100, eta: 18:22:42, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7438, loss_cls: 2.2214, loss: 2.2214 2020-06-18 03:29:06,431 - mmaction - INFO - Epoch [64][2700/3134] lr: 0.00100, eta: 18:22:30, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7562, loss_cls: 2.1666, loss: 2.1666 2020-06-18 03:29:18,070 - mmaction - INFO - Epoch [64][2720/3134] lr: 0.00100, eta: 18:22:18, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7281, loss_cls: 2.1155, loss: 2.1155 2020-06-18 03:29:29,710 - mmaction - INFO - Epoch [64][2740/3134] lr: 0.00100, eta: 18:22:07, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7562, loss_cls: 2.1602, loss: 2.1602 2020-06-18 03:29:41,335 - mmaction - INFO - Epoch [64][2760/3134] lr: 0.00100, eta: 18:21:55, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7219, loss_cls: 2.3035, loss: 2.3035 2020-06-18 03:29:53,042 - mmaction - INFO - Epoch [64][2780/3134] lr: 0.00100, eta: 18:21:43, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7438, loss_cls: 2.2055, loss: 2.2055 2020-06-18 03:30:04,679 - mmaction - INFO - Epoch [64][2800/3134] lr: 0.00100, eta: 18:21:32, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7281, loss_cls: 2.1935, loss: 2.1935 2020-06-18 03:30:16,324 - mmaction - INFO - Epoch [64][2820/3134] lr: 0.00100, eta: 18:21:20, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7375, loss_cls: 2.1464, loss: 2.1464 2020-06-18 03:30:27,961 - mmaction - INFO - Epoch [64][2840/3134] lr: 0.00100, eta: 18:21:08, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7312, loss_cls: 2.3502, loss: 2.3502 2020-06-18 03:30:39,580 - mmaction - INFO - Epoch [64][2860/3134] lr: 0.00100, eta: 18:20:56, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7312, loss_cls: 2.1623, loss: 2.1623 2020-06-18 03:30:51,268 - mmaction - INFO - Epoch [64][2880/3134] lr: 0.00100, eta: 18:20:45, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7312, loss_cls: 2.3030, loss: 2.3030 2020-06-18 03:31:02,909 - mmaction - INFO - Epoch [64][2900/3134] lr: 0.00100, eta: 18:20:33, time: 0.583, data_time: 0.005, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7531, loss_cls: 2.1737, loss: 2.1737 2020-06-18 03:31:14,580 - mmaction - INFO - Epoch [64][2920/3134] lr: 0.00100, eta: 18:20:21, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7844, loss_cls: 2.1305, loss: 2.1305 2020-06-18 03:31:26,195 - mmaction - INFO - Epoch [64][2940/3134] lr: 0.00100, eta: 18:20:10, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7219, loss_cls: 2.2197, loss: 2.2197 2020-06-18 03:31:37,896 - mmaction - INFO - Epoch [64][2960/3134] lr: 0.00100, eta: 18:19:58, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7375, loss_cls: 2.2869, loss: 2.2869 2020-06-18 03:31:49,466 - mmaction - INFO - Epoch [64][2980/3134] lr: 0.00100, eta: 18:19:46, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4469, top5_acc: 0.6937, loss_cls: 2.3968, loss: 2.3968 2020-06-18 03:32:01,159 - mmaction - INFO - Epoch [64][3000/3134] lr: 0.00100, eta: 18:19:35, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7188, loss_cls: 2.3457, loss: 2.3457 2020-06-18 03:32:12,807 - mmaction - INFO - Epoch [64][3020/3134] lr: 0.00100, eta: 18:19:23, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7312, loss_cls: 2.2196, loss: 2.2196 2020-06-18 03:32:24,486 - mmaction - INFO - Epoch [64][3040/3134] lr: 0.00100, eta: 18:19:11, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7250, loss_cls: 2.2051, loss: 2.2051 2020-06-18 03:32:36,058 - mmaction - INFO - Epoch [64][3060/3134] lr: 0.00100, eta: 18:18:59, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4375, top5_acc: 0.6750, loss_cls: 2.4343, loss: 2.4343 2020-06-18 03:32:47,766 - mmaction - INFO - Epoch [64][3080/3134] lr: 0.00100, eta: 18:18:48, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7469, loss_cls: 2.2008, loss: 2.2008 2020-06-18 03:32:59,353 - mmaction - INFO - Epoch [64][3100/3134] lr: 0.00100, eta: 18:18:36, time: 0.579, data_time: 0.004, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7500, loss_cls: 2.0407, loss: 2.0407 2020-06-18 03:33:11,049 - mmaction - INFO - Epoch [64][3120/3134] lr: 0.00100, eta: 18:18:24, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7094, loss_cls: 2.3242, loss: 2.3242 2020-06-18 03:33:46,976 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-18 03:33:48,231 - mmaction - INFO - top1_acc 0.2817 top5_acc 0.5336 2020-06-18 03:33:48,247 - mmaction - INFO - Epoch [64][3134/3134] lr: 0.00100, top1_acc: 0.2817, top5_acc: 0.5336 2020-06-18 03:34:03,514 - mmaction - INFO - Epoch [65][20/3134] lr: 0.00100, eta: 18:18:02, time: 0.762, data_time: 0.182, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7094, loss_cls: 2.2711, loss: 2.2711 2020-06-18 03:34:15,233 - mmaction - INFO - Epoch [65][40/3134] lr: 0.00100, eta: 18:17:50, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6875, loss_cls: 2.4761, loss: 2.4761 2020-06-18 03:34:26,902 - mmaction - INFO - Epoch [65][60/3134] lr: 0.00100, eta: 18:17:39, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7312, loss_cls: 2.3093, loss: 2.3093 2020-06-18 03:34:38,529 - mmaction - INFO - Epoch [65][80/3134] lr: 0.00100, eta: 18:17:27, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7719, loss_cls: 2.0195, loss: 2.0195 2020-06-18 03:34:50,199 - mmaction - INFO - Epoch [65][100/3134] lr: 0.00100, eta: 18:17:15, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7531, loss_cls: 2.1240, loss: 2.1240 2020-06-18 03:35:01,869 - mmaction - INFO - Epoch [65][120/3134] lr: 0.00100, eta: 18:17:03, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7375, loss_cls: 2.2765, loss: 2.2765 2020-06-18 03:35:13,497 - mmaction - INFO - Epoch [65][140/3134] lr: 0.00100, eta: 18:16:52, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7188, loss_cls: 2.2624, loss: 2.2624 2020-06-18 03:35:25,216 - mmaction - INFO - Epoch [65][160/3134] lr: 0.00100, eta: 18:16:40, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7406, loss_cls: 2.2570, loss: 2.2570 2020-06-18 03:35:36,899 - mmaction - INFO - Epoch [65][180/3134] lr: 0.00100, eta: 18:16:28, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7219, loss_cls: 2.2273, loss: 2.2273 2020-06-18 03:35:48,566 - mmaction - INFO - Epoch [65][200/3134] lr: 0.00100, eta: 18:16:17, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7188, loss_cls: 2.2265, loss: 2.2265 2020-06-18 03:36:00,221 - mmaction - INFO - Epoch [65][220/3134] lr: 0.00100, eta: 18:16:05, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7688, loss_cls: 2.2141, loss: 2.2141 2020-06-18 03:36:12,454 - mmaction - INFO - Epoch [65][240/3134] lr: 0.00100, eta: 18:15:54, time: 0.612, data_time: 0.031, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7219, loss_cls: 2.3169, loss: 2.3169 2020-06-18 03:36:24,062 - mmaction - INFO - Epoch [65][260/3134] lr: 0.00100, eta: 18:15:42, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7312, loss_cls: 2.2074, loss: 2.2074 2020-06-18 03:36:35,736 - mmaction - INFO - Epoch [65][280/3134] lr: 0.00100, eta: 18:15:30, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7219, loss_cls: 2.3735, loss: 2.3735 2020-06-18 03:36:47,324 - mmaction - INFO - Epoch [65][300/3134] lr: 0.00100, eta: 18:15:19, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7156, loss_cls: 2.3623, loss: 2.3623 2020-06-18 03:36:59,037 - mmaction - INFO - Epoch [65][320/3134] lr: 0.00100, eta: 18:15:07, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7375, loss_cls: 2.2516, loss: 2.2516 2020-06-18 03:37:10,635 - mmaction - INFO - Epoch [65][340/3134] lr: 0.00100, eta: 18:14:55, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7656, loss_cls: 2.1579, loss: 2.1579 2020-06-18 03:37:22,238 - mmaction - INFO - Epoch [65][360/3134] lr: 0.00100, eta: 18:14:43, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7406, loss_cls: 2.1837, loss: 2.1837 2020-06-18 03:37:33,858 - mmaction - INFO - Epoch [65][380/3134] lr: 0.00100, eta: 18:14:32, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7594, loss_cls: 2.1012, loss: 2.1012 2020-06-18 03:37:45,477 - mmaction - INFO - Epoch [65][400/3134] lr: 0.00100, eta: 18:14:20, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7406, loss_cls: 2.1121, loss: 2.1121 2020-06-18 03:37:57,061 - mmaction - INFO - Epoch [65][420/3134] lr: 0.00100, eta: 18:14:08, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7250, loss_cls: 2.2894, loss: 2.2894 2020-06-18 03:38:08,675 - mmaction - INFO - Epoch [65][440/3134] lr: 0.00100, eta: 18:13:57, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7531, loss_cls: 2.1395, loss: 2.1395 2020-06-18 03:38:20,395 - mmaction - INFO - Epoch [65][460/3134] lr: 0.00100, eta: 18:13:45, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7406, loss_cls: 2.2183, loss: 2.2183 2020-06-18 03:38:32,044 - mmaction - INFO - Epoch [65][480/3134] lr: 0.00100, eta: 18:13:33, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7500, loss_cls: 1.9583, loss: 1.9583 2020-06-18 03:38:43,775 - mmaction - INFO - Epoch [65][500/3134] lr: 0.00100, eta: 18:13:21, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7375, loss_cls: 2.2488, loss: 2.2488 2020-06-18 03:38:55,429 - mmaction - INFO - Epoch [65][520/3134] lr: 0.00100, eta: 18:13:10, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7500, loss_cls: 2.1525, loss: 2.1525 2020-06-18 03:39:07,196 - mmaction - INFO - Epoch [65][540/3134] lr: 0.00100, eta: 18:12:58, time: 0.589, data_time: 0.004, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7594, loss_cls: 2.1368, loss: 2.1368 2020-06-18 03:39:18,859 - mmaction - INFO - Epoch [65][560/3134] lr: 0.00100, eta: 18:12:46, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7719, loss_cls: 2.0293, loss: 2.0293 2020-06-18 03:39:30,489 - mmaction - INFO - Epoch [65][580/3134] lr: 0.00100, eta: 18:12:35, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7156, loss_cls: 2.2882, loss: 2.2882 2020-06-18 03:39:42,141 - mmaction - INFO - Epoch [65][600/3134] lr: 0.00100, eta: 18:12:23, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7125, loss_cls: 2.1666, loss: 2.1666 2020-06-18 03:39:53,757 - mmaction - INFO - Epoch [65][620/3134] lr: 0.00100, eta: 18:12:11, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7438, loss_cls: 2.1935, loss: 2.1935 2020-06-18 03:40:05,427 - mmaction - INFO - Epoch [65][640/3134] lr: 0.00100, eta: 18:12:00, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7625, loss_cls: 2.1002, loss: 2.1002 2020-06-18 03:40:17,088 - mmaction - INFO - Epoch [65][660/3134] lr: 0.00100, eta: 18:11:48, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7406, loss_cls: 2.0615, loss: 2.0615 2020-06-18 03:40:28,698 - mmaction - INFO - Epoch [65][680/3134] lr: 0.00100, eta: 18:11:36, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7000, loss_cls: 2.3059, loss: 2.3059 2020-06-18 03:40:40,406 - mmaction - INFO - Epoch [65][700/3134] lr: 0.00100, eta: 18:11:25, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7656, loss_cls: 2.0504, loss: 2.0504 2020-06-18 03:40:52,100 - mmaction - INFO - Epoch [65][720/3134] lr: 0.00100, eta: 18:11:13, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7344, loss_cls: 2.2819, loss: 2.2819 2020-06-18 03:41:03,775 - mmaction - INFO - Epoch [65][740/3134] lr: 0.00100, eta: 18:11:01, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7406, loss_cls: 2.1658, loss: 2.1658 2020-06-18 03:41:15,492 - mmaction - INFO - Epoch [65][760/3134] lr: 0.00100, eta: 18:10:50, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7188, loss_cls: 2.1439, loss: 2.1439 2020-06-18 03:41:27,144 - mmaction - INFO - Epoch [65][780/3134] lr: 0.00100, eta: 18:10:38, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7031, loss_cls: 2.4248, loss: 2.4248 2020-06-18 03:41:38,679 - mmaction - INFO - Epoch [65][800/3134] lr: 0.00100, eta: 18:10:26, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7188, loss_cls: 2.3210, loss: 2.3210 2020-06-18 03:41:50,293 - mmaction - INFO - Epoch [65][820/3134] lr: 0.00100, eta: 18:10:14, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7188, loss_cls: 2.2471, loss: 2.2471 2020-06-18 03:42:01,958 - mmaction - INFO - Epoch [65][840/3134] lr: 0.00100, eta: 18:10:03, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7250, loss_cls: 2.1752, loss: 2.1752 2020-06-18 03:42:13,591 - mmaction - INFO - Epoch [65][860/3134] lr: 0.00100, eta: 18:09:51, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7188, loss_cls: 2.1699, loss: 2.1699 2020-06-18 03:42:25,234 - mmaction - INFO - Epoch [65][880/3134] lr: 0.00100, eta: 18:09:39, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7344, loss_cls: 2.1610, loss: 2.1610 2020-06-18 03:42:36,894 - mmaction - INFO - Epoch [65][900/3134] lr: 0.00100, eta: 18:09:28, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7406, loss_cls: 2.2453, loss: 2.2453 2020-06-18 03:42:48,539 - mmaction - INFO - Epoch [65][920/3134] lr: 0.00100, eta: 18:09:16, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7562, loss_cls: 2.0614, loss: 2.0614 2020-06-18 03:43:00,129 - mmaction - INFO - Epoch [65][940/3134] lr: 0.00100, eta: 18:09:04, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7000, loss_cls: 2.3663, loss: 2.3663 2020-06-18 03:43:11,822 - mmaction - INFO - Epoch [65][960/3134] lr: 0.00100, eta: 18:08:52, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7125, loss_cls: 2.2852, loss: 2.2852 2020-06-18 03:43:23,508 - mmaction - INFO - Epoch [65][980/3134] lr: 0.00100, eta: 18:08:41, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7719, loss_cls: 2.1220, loss: 2.1220 2020-06-18 03:43:35,172 - mmaction - INFO - Epoch [65][1000/3134] lr: 0.00100, eta: 18:08:29, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4219, top5_acc: 0.6969, loss_cls: 2.4217, loss: 2.4217 2020-06-18 03:43:46,840 - mmaction - INFO - Epoch [65][1020/3134] lr: 0.00100, eta: 18:08:17, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7844, loss_cls: 2.0547, loss: 2.0547 2020-06-18 03:43:58,528 - mmaction - INFO - Epoch [65][1040/3134] lr: 0.00100, eta: 18:08:06, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7219, loss_cls: 2.3530, loss: 2.3530 2020-06-18 03:44:10,102 - mmaction - INFO - Epoch [65][1060/3134] lr: 0.00100, eta: 18:07:54, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7750, loss_cls: 2.0619, loss: 2.0619 2020-06-18 03:44:21,804 - mmaction - INFO - Epoch [65][1080/3134] lr: 0.00100, eta: 18:07:42, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7937, loss_cls: 1.9445, loss: 1.9445 2020-06-18 03:44:33,395 - mmaction - INFO - Epoch [65][1100/3134] lr: 0.00100, eta: 18:07:31, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7500, loss_cls: 2.1127, loss: 2.1127 2020-06-18 03:44:45,025 - mmaction - INFO - Epoch [65][1120/3134] lr: 0.00100, eta: 18:07:19, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7719, loss_cls: 2.0910, loss: 2.0910 2020-06-18 03:44:56,675 - mmaction - INFO - Epoch [65][1140/3134] lr: 0.00100, eta: 18:07:07, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.1326, loss: 2.1326 2020-06-18 03:45:08,371 - mmaction - INFO - Epoch [65][1160/3134] lr: 0.00100, eta: 18:06:56, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7375, loss_cls: 2.2314, loss: 2.2314 2020-06-18 03:45:20,184 - mmaction - INFO - Epoch [65][1180/3134] lr: 0.00100, eta: 18:06:44, time: 0.591, data_time: 0.001, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7469, loss_cls: 2.1290, loss: 2.1290 2020-06-18 03:45:31,860 - mmaction - INFO - Epoch [65][1200/3134] lr: 0.00100, eta: 18:06:32, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7937, loss_cls: 1.9834, loss: 1.9834 2020-06-18 03:45:43,540 - mmaction - INFO - Epoch [65][1220/3134] lr: 0.00100, eta: 18:06:21, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7375, loss_cls: 2.2528, loss: 2.2528 2020-06-18 03:45:55,139 - mmaction - INFO - Epoch [65][1240/3134] lr: 0.00100, eta: 18:06:09, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7469, loss_cls: 2.1015, loss: 2.1015 2020-06-18 03:46:06,783 - mmaction - INFO - Epoch [65][1260/3134] lr: 0.00100, eta: 18:05:57, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7625, loss_cls: 2.0522, loss: 2.0522 2020-06-18 03:46:18,373 - mmaction - INFO - Epoch [65][1280/3134] lr: 0.00100, eta: 18:05:45, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6937, loss_cls: 2.4398, loss: 2.4398 2020-06-18 03:46:29,992 - mmaction - INFO - Epoch [65][1300/3134] lr: 0.00100, eta: 18:05:34, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7219, loss_cls: 2.2322, loss: 2.2322 2020-06-18 03:46:41,663 - mmaction - INFO - Epoch [65][1320/3134] lr: 0.00100, eta: 18:05:22, time: 0.583, data_time: 0.000, memory: 8339, top1_acc: 0.5000, top5_acc: 0.8000, loss_cls: 1.9530, loss: 1.9530 2020-06-18 03:46:53,413 - mmaction - INFO - Epoch [65][1340/3134] lr: 0.00100, eta: 18:05:10, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7719, loss_cls: 2.1023, loss: 2.1023 2020-06-18 03:47:04,975 - mmaction - INFO - Epoch [65][1360/3134] lr: 0.00100, eta: 18:04:59, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7594, loss_cls: 2.0732, loss: 2.0732 2020-06-18 03:47:16,620 - mmaction - INFO - Epoch [65][1380/3134] lr: 0.00100, eta: 18:04:47, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7281, loss_cls: 2.2743, loss: 2.2743 2020-06-18 03:47:28,290 - mmaction - INFO - Epoch [65][1400/3134] lr: 0.00100, eta: 18:04:35, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7125, loss_cls: 2.3974, loss: 2.3974 2020-06-18 03:47:39,947 - mmaction - INFO - Epoch [65][1420/3134] lr: 0.00100, eta: 18:04:24, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7719, loss_cls: 2.0588, loss: 2.0588 2020-06-18 03:47:51,584 - mmaction - INFO - Epoch [65][1440/3134] lr: 0.00100, eta: 18:04:12, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7750, loss_cls: 2.0288, loss: 2.0288 2020-06-18 03:48:03,168 - mmaction - INFO - Epoch [65][1460/3134] lr: 0.00100, eta: 18:04:00, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7500, loss_cls: 2.0754, loss: 2.0754 2020-06-18 03:48:14,829 - mmaction - INFO - Epoch [65][1480/3134] lr: 0.00100, eta: 18:03:48, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7219, loss_cls: 2.2635, loss: 2.2635 2020-06-18 03:48:26,484 - mmaction - INFO - Epoch [65][1500/3134] lr: 0.00100, eta: 18:03:37, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4437, top5_acc: 0.6906, loss_cls: 2.4086, loss: 2.4086 2020-06-18 03:48:38,184 - mmaction - INFO - Epoch [65][1520/3134] lr: 0.00100, eta: 18:03:25, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.4969, top5_acc: 0.6969, loss_cls: 2.2552, loss: 2.2552 2020-06-18 03:48:49,933 - mmaction - INFO - Epoch [65][1540/3134] lr: 0.00100, eta: 18:03:13, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7219, loss_cls: 2.3165, loss: 2.3165 2020-06-18 03:49:01,557 - mmaction - INFO - Epoch [65][1560/3134] lr: 0.00100, eta: 18:03:02, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7531, loss_cls: 2.1285, loss: 2.1285 2020-06-18 03:49:13,220 - mmaction - INFO - Epoch [65][1580/3134] lr: 0.00100, eta: 18:02:50, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7562, loss_cls: 2.0967, loss: 2.0967 2020-06-18 03:49:24,914 - mmaction - INFO - Epoch [65][1600/3134] lr: 0.00100, eta: 18:02:38, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7281, loss_cls: 2.2875, loss: 2.2875 2020-06-18 03:49:36,532 - mmaction - INFO - Epoch [65][1620/3134] lr: 0.00100, eta: 18:02:27, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7469, loss_cls: 2.2353, loss: 2.2353 2020-06-18 03:49:48,123 - mmaction - INFO - Epoch [65][1640/3134] lr: 0.00100, eta: 18:02:15, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7219, loss_cls: 2.3564, loss: 2.3564 2020-06-18 03:49:59,738 - mmaction - INFO - Epoch [65][1660/3134] lr: 0.00100, eta: 18:02:03, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4375, top5_acc: 0.6844, loss_cls: 2.4849, loss: 2.4849 2020-06-18 03:50:11,480 - mmaction - INFO - Epoch [65][1680/3134] lr: 0.00100, eta: 18:01:52, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7375, loss_cls: 2.2683, loss: 2.2683 2020-06-18 03:50:23,162 - mmaction - INFO - Epoch [65][1700/3134] lr: 0.00100, eta: 18:01:40, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7312, loss_cls: 2.2145, loss: 2.2145 2020-06-18 03:50:34,791 - mmaction - INFO - Epoch [65][1720/3134] lr: 0.00100, eta: 18:01:28, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7469, loss_cls: 2.2802, loss: 2.2802 2020-06-18 03:50:46,427 - mmaction - INFO - Epoch [65][1740/3134] lr: 0.00100, eta: 18:01:16, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7531, loss_cls: 2.2168, loss: 2.2168 2020-06-18 03:50:58,016 - mmaction - INFO - Epoch [65][1760/3134] lr: 0.00100, eta: 18:01:05, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7156, loss_cls: 2.3751, loss: 2.3751 2020-06-18 03:51:09,711 - mmaction - INFO - Epoch [65][1780/3134] lr: 0.00100, eta: 18:00:53, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4031, top5_acc: 0.7156, loss_cls: 2.3508, loss: 2.3508 2020-06-18 03:51:21,307 - mmaction - INFO - Epoch [65][1800/3134] lr: 0.00100, eta: 18:00:41, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7781, loss_cls: 2.1890, loss: 2.1890 2020-06-18 03:51:32,898 - mmaction - INFO - Epoch [65][1820/3134] lr: 0.00100, eta: 18:00:30, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7281, loss_cls: 2.2506, loss: 2.2506 2020-06-18 03:51:44,560 - mmaction - INFO - Epoch [65][1840/3134] lr: 0.00100, eta: 18:00:18, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7250, loss_cls: 2.3158, loss: 2.3158 2020-06-18 03:51:56,220 - mmaction - INFO - Epoch [65][1860/3134] lr: 0.00100, eta: 18:00:06, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4219, top5_acc: 0.6844, loss_cls: 2.4722, loss: 2.4722 2020-06-18 03:52:07,889 - mmaction - INFO - Epoch [65][1880/3134] lr: 0.00100, eta: 17:59:54, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7500, loss_cls: 2.1614, loss: 2.1614 2020-06-18 03:52:19,543 - mmaction - INFO - Epoch [65][1900/3134] lr: 0.00100, eta: 17:59:43, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7406, loss_cls: 2.2577, loss: 2.2577 2020-06-18 03:52:31,202 - mmaction - INFO - Epoch [65][1920/3134] lr: 0.00100, eta: 17:59:31, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7531, loss_cls: 2.0441, loss: 2.0441 2020-06-18 03:52:42,819 - mmaction - INFO - Epoch [65][1940/3134] lr: 0.00100, eta: 17:59:19, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7281, loss_cls: 2.3746, loss: 2.3746 2020-06-18 03:52:54,423 - mmaction - INFO - Epoch [65][1960/3134] lr: 0.00100, eta: 17:59:08, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7344, loss_cls: 2.3242, loss: 2.3242 2020-06-18 03:53:06,115 - mmaction - INFO - Epoch [65][1980/3134] lr: 0.00100, eta: 17:58:56, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4219, top5_acc: 0.6562, loss_cls: 2.3569, loss: 2.3569 2020-06-18 03:53:17,714 - mmaction - INFO - Epoch [65][2000/3134] lr: 0.00100, eta: 17:58:44, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7688, loss_cls: 2.1740, loss: 2.1740 2020-06-18 03:53:29,306 - mmaction - INFO - Epoch [65][2020/3134] lr: 0.00100, eta: 17:58:33, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7031, loss_cls: 2.3357, loss: 2.3357 2020-06-18 03:53:40,996 - mmaction - INFO - Epoch [65][2040/3134] lr: 0.00100, eta: 17:58:21, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7625, loss_cls: 2.0543, loss: 2.0543 2020-06-18 03:53:52,671 - mmaction - INFO - Epoch [65][2060/3134] lr: 0.00100, eta: 17:58:09, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7375, loss_cls: 2.1166, loss: 2.1166 2020-06-18 03:54:04,317 - mmaction - INFO - Epoch [65][2080/3134] lr: 0.00100, eta: 17:57:57, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7031, loss_cls: 2.3296, loss: 2.3296 2020-06-18 03:54:15,950 - mmaction - INFO - Epoch [65][2100/3134] lr: 0.00100, eta: 17:57:46, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7219, loss_cls: 2.3387, loss: 2.3387 2020-06-18 03:54:27,567 - mmaction - INFO - Epoch [65][2120/3134] lr: 0.00100, eta: 17:57:34, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7156, loss_cls: 2.1689, loss: 2.1689 2020-06-18 03:54:39,209 - mmaction - INFO - Epoch [65][2140/3134] lr: 0.00100, eta: 17:57:22, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7250, loss_cls: 2.2254, loss: 2.2254 2020-06-18 03:54:50,797 - mmaction - INFO - Epoch [65][2160/3134] lr: 0.00100, eta: 17:57:11, time: 0.579, data_time: 0.004, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7594, loss_cls: 2.1545, loss: 2.1545 2020-06-18 03:55:02,458 - mmaction - INFO - Epoch [65][2180/3134] lr: 0.00100, eta: 17:56:59, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7875, loss_cls: 1.9652, loss: 1.9652 2020-06-18 03:55:14,114 - mmaction - INFO - Epoch [65][2200/3134] lr: 0.00100, eta: 17:56:47, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7531, loss_cls: 2.1370, loss: 2.1370 2020-06-18 03:55:25,732 - mmaction - INFO - Epoch [65][2220/3134] lr: 0.00100, eta: 17:56:36, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7500, loss_cls: 2.1577, loss: 2.1577 2020-06-18 03:55:37,328 - mmaction - INFO - Epoch [65][2240/3134] lr: 0.00100, eta: 17:56:24, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7500, loss_cls: 2.0871, loss: 2.0871 2020-06-18 03:55:48,996 - mmaction - INFO - Epoch [65][2260/3134] lr: 0.00100, eta: 17:56:12, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7438, loss_cls: 2.2060, loss: 2.2060 2020-06-18 03:56:00,617 - mmaction - INFO - Epoch [65][2280/3134] lr: 0.00100, eta: 17:56:00, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.3906, top5_acc: 0.6844, loss_cls: 2.6074, loss: 2.6074 2020-06-18 03:56:12,228 - mmaction - INFO - Epoch [65][2300/3134] lr: 0.00100, eta: 17:55:49, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7406, loss_cls: 2.1706, loss: 2.1706 2020-06-18 03:56:23,919 - mmaction - INFO - Epoch [65][2320/3134] lr: 0.00100, eta: 17:55:37, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7344, loss_cls: 2.1516, loss: 2.1516 2020-06-18 03:56:35,585 - mmaction - INFO - Epoch [65][2340/3134] lr: 0.00100, eta: 17:55:25, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7312, loss_cls: 2.2792, loss: 2.2792 2020-06-18 03:56:47,175 - mmaction - INFO - Epoch [65][2360/3134] lr: 0.00100, eta: 17:55:14, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7500, loss_cls: 2.1426, loss: 2.1426 2020-06-18 03:56:58,820 - mmaction - INFO - Epoch [65][2380/3134] lr: 0.00100, eta: 17:55:02, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7656, loss_cls: 2.0629, loss: 2.0629 2020-06-18 03:57:10,473 - mmaction - INFO - Epoch [65][2400/3134] lr: 0.00100, eta: 17:54:50, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7438, loss_cls: 2.1341, loss: 2.1341 2020-06-18 03:57:22,085 - mmaction - INFO - Epoch [65][2420/3134] lr: 0.00100, eta: 17:54:38, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7531, loss_cls: 2.0288, loss: 2.0288 2020-06-18 03:57:33,754 - mmaction - INFO - Epoch [65][2440/3134] lr: 0.00100, eta: 17:54:27, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7656, loss_cls: 2.1549, loss: 2.1549 2020-06-18 03:57:45,414 - mmaction - INFO - Epoch [65][2460/3134] lr: 0.00100, eta: 17:54:15, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7250, loss_cls: 2.1276, loss: 2.1276 2020-06-18 03:57:57,080 - mmaction - INFO - Epoch [65][2480/3134] lr: 0.00100, eta: 17:54:03, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7688, loss_cls: 2.0567, loss: 2.0567 2020-06-18 03:58:08,770 - mmaction - INFO - Epoch [65][2500/3134] lr: 0.00100, eta: 17:53:52, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7312, loss_cls: 2.1845, loss: 2.1845 2020-06-18 03:58:20,370 - mmaction - INFO - Epoch [65][2520/3134] lr: 0.00100, eta: 17:53:40, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7656, loss_cls: 2.0551, loss: 2.0551 2020-06-18 03:58:31,997 - mmaction - INFO - Epoch [65][2540/3134] lr: 0.00100, eta: 17:53:28, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7344, loss_cls: 2.1784, loss: 2.1784 2020-06-18 03:58:43,607 - mmaction - INFO - Epoch [65][2560/3134] lr: 0.00100, eta: 17:53:17, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7312, loss_cls: 2.2596, loss: 2.2596 2020-06-18 03:58:55,291 - mmaction - INFO - Epoch [65][2580/3134] lr: 0.00100, eta: 17:53:05, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7750, loss_cls: 2.1620, loss: 2.1620 2020-06-18 03:59:06,931 - mmaction - INFO - Epoch [65][2600/3134] lr: 0.00100, eta: 17:52:53, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7406, loss_cls: 2.2609, loss: 2.2609 2020-06-18 03:59:18,567 - mmaction - INFO - Epoch [65][2620/3134] lr: 0.00100, eta: 17:52:41, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7656, loss_cls: 2.1434, loss: 2.1434 2020-06-18 03:59:30,255 - mmaction - INFO - Epoch [65][2640/3134] lr: 0.00100, eta: 17:52:30, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7594, loss_cls: 2.1388, loss: 2.1388 2020-06-18 03:59:41,835 - mmaction - INFO - Epoch [65][2660/3134] lr: 0.00100, eta: 17:52:18, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7625, loss_cls: 2.1633, loss: 2.1633 2020-06-18 03:59:53,520 - mmaction - INFO - Epoch [65][2680/3134] lr: 0.00100, eta: 17:52:06, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7469, loss_cls: 2.2781, loss: 2.2781 2020-06-18 04:00:05,194 - mmaction - INFO - Epoch [65][2700/3134] lr: 0.00100, eta: 17:51:55, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7375, loss_cls: 2.1783, loss: 2.1783 2020-06-18 04:00:17,508 - mmaction - INFO - Epoch [65][2720/3134] lr: 0.00100, eta: 17:51:43, time: 0.615, data_time: 0.001, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7375, loss_cls: 2.2807, loss: 2.2807 2020-06-18 04:00:29,318 - mmaction - INFO - Epoch [65][2740/3134] lr: 0.00100, eta: 17:51:32, time: 0.591, data_time: 0.002, memory: 8339, top1_acc: 0.4750, top5_acc: 0.6969, loss_cls: 2.4049, loss: 2.4049 2020-06-18 04:00:41,003 - mmaction - INFO - Epoch [65][2760/3134] lr: 0.00100, eta: 17:51:20, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7469, loss_cls: 2.1357, loss: 2.1357 2020-06-18 04:00:52,651 - mmaction - INFO - Epoch [65][2780/3134] lr: 0.00100, eta: 17:51:08, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7469, loss_cls: 2.1381, loss: 2.1381 2020-06-18 04:01:04,307 - mmaction - INFO - Epoch [65][2800/3134] lr: 0.00100, eta: 17:50:57, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7500, loss_cls: 2.2146, loss: 2.2146 2020-06-18 04:01:16,008 - mmaction - INFO - Epoch [65][2820/3134] lr: 0.00100, eta: 17:50:45, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7688, loss_cls: 2.0015, loss: 2.0015 2020-06-18 04:01:27,638 - mmaction - INFO - Epoch [65][2840/3134] lr: 0.00100, eta: 17:50:33, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7625, loss_cls: 2.0365, loss: 2.0365 2020-06-18 04:01:39,246 - mmaction - INFO - Epoch [65][2860/3134] lr: 0.00100, eta: 17:50:22, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7750, loss_cls: 2.2113, loss: 2.2113 2020-06-18 04:01:50,919 - mmaction - INFO - Epoch [65][2880/3134] lr: 0.00100, eta: 17:50:10, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7656, loss_cls: 2.0560, loss: 2.0560 2020-06-18 04:02:02,561 - mmaction - INFO - Epoch [65][2900/3134] lr: 0.00100, eta: 17:49:58, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7250, loss_cls: 2.3145, loss: 2.3145 2020-06-18 04:02:14,251 - mmaction - INFO - Epoch [65][2920/3134] lr: 0.00100, eta: 17:49:47, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7156, loss_cls: 2.2610, loss: 2.2610 2020-06-18 04:02:25,847 - mmaction - INFO - Epoch [65][2940/3134] lr: 0.00100, eta: 17:49:35, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7094, loss_cls: 2.4660, loss: 2.4660 2020-06-18 04:02:37,492 - mmaction - INFO - Epoch [65][2960/3134] lr: 0.00100, eta: 17:49:23, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7844, loss_cls: 2.0731, loss: 2.0731 2020-06-18 04:02:49,138 - mmaction - INFO - Epoch [65][2980/3134] lr: 0.00100, eta: 17:49:11, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7250, loss_cls: 2.3233, loss: 2.3233 2020-06-18 04:03:00,881 - mmaction - INFO - Epoch [65][3000/3134] lr: 0.00100, eta: 17:49:00, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7531, loss_cls: 2.2823, loss: 2.2823 2020-06-18 04:03:12,482 - mmaction - INFO - Epoch [65][3020/3134] lr: 0.00100, eta: 17:48:48, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4219, top5_acc: 0.6937, loss_cls: 2.5761, loss: 2.5761 2020-06-18 04:03:24,182 - mmaction - INFO - Epoch [65][3040/3134] lr: 0.00100, eta: 17:48:36, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7406, loss_cls: 2.1725, loss: 2.1725 2020-06-18 04:03:35,836 - mmaction - INFO - Epoch [65][3060/3134] lr: 0.00100, eta: 17:48:25, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7344, loss_cls: 2.0983, loss: 2.0983 2020-06-18 04:03:47,575 - mmaction - INFO - Epoch [65][3080/3134] lr: 0.00100, eta: 17:48:13, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7594, loss_cls: 2.1975, loss: 2.1975 2020-06-18 04:03:59,199 - mmaction - INFO - Epoch [65][3100/3134] lr: 0.00100, eta: 17:48:01, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7375, loss_cls: 2.2499, loss: 2.2499 2020-06-18 04:04:10,904 - mmaction - INFO - Epoch [65][3120/3134] lr: 0.00100, eta: 17:47:50, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.6844, loss_cls: 2.3977, loss: 2.3977 2020-06-18 04:04:47,959 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-18 04:04:49,216 - mmaction - INFO - top1_acc 0.2797 top5_acc 0.5339 2020-06-18 04:04:49,240 - mmaction - INFO - Epoch [65][3134/3134] lr: 0.00100, top1_acc: 0.2797, top5_acc: 0.5339 2020-06-18 04:05:04,443 - mmaction - INFO - Epoch [66][20/3134] lr: 0.00100, eta: 17:47:27, time: 0.760, data_time: 0.178, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7312, loss_cls: 2.2419, loss: 2.2419 2020-06-18 04:05:15,984 - mmaction - INFO - Epoch [66][40/3134] lr: 0.00100, eta: 17:47:16, time: 0.577, data_time: 0.000, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7531, loss_cls: 2.2488, loss: 2.2488 2020-06-18 04:05:27,605 - mmaction - INFO - Epoch [66][60/3134] lr: 0.00100, eta: 17:47:04, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7094, loss_cls: 2.3305, loss: 2.3305 2020-06-18 04:05:39,302 - mmaction - INFO - Epoch [66][80/3134] lr: 0.00100, eta: 17:46:52, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7688, loss_cls: 2.1129, loss: 2.1129 2020-06-18 04:05:50,962 - mmaction - INFO - Epoch [66][100/3134] lr: 0.00100, eta: 17:46:40, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7625, loss_cls: 2.0518, loss: 2.0518 2020-06-18 04:06:02,560 - mmaction - INFO - Epoch [66][120/3134] lr: 0.00100, eta: 17:46:29, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7594, loss_cls: 2.1433, loss: 2.1433 2020-06-18 04:06:14,272 - mmaction - INFO - Epoch [66][140/3134] lr: 0.00100, eta: 17:46:17, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7531, loss_cls: 2.1299, loss: 2.1299 2020-06-18 04:06:26,036 - mmaction - INFO - Epoch [66][160/3134] lr: 0.00100, eta: 17:46:05, time: 0.588, data_time: 0.002, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7125, loss_cls: 2.3340, loss: 2.3340 2020-06-18 04:06:37,604 - mmaction - INFO - Epoch [66][180/3134] lr: 0.00100, eta: 17:45:54, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7219, loss_cls: 2.1767, loss: 2.1767 2020-06-18 04:06:49,229 - mmaction - INFO - Epoch [66][200/3134] lr: 0.00100, eta: 17:45:42, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7531, loss_cls: 2.0812, loss: 2.0812 2020-06-18 04:07:00,977 - mmaction - INFO - Epoch [66][220/3134] lr: 0.00100, eta: 17:45:30, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7594, loss_cls: 2.2296, loss: 2.2296 2020-06-18 04:07:12,696 - mmaction - INFO - Epoch [66][240/3134] lr: 0.00100, eta: 17:45:19, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 2.0665, loss: 2.0665 2020-06-18 04:07:24,302 - mmaction - INFO - Epoch [66][260/3134] lr: 0.00100, eta: 17:45:07, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7406, loss_cls: 2.1838, loss: 2.1838 2020-06-18 04:07:35,966 - mmaction - INFO - Epoch [66][280/3134] lr: 0.00100, eta: 17:44:55, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7625, loss_cls: 2.1437, loss: 2.1437 2020-06-18 04:07:47,646 - mmaction - INFO - Epoch [66][300/3134] lr: 0.00100, eta: 17:44:44, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7562, loss_cls: 2.1046, loss: 2.1046 2020-06-18 04:07:59,255 - mmaction - INFO - Epoch [66][320/3134] lr: 0.00100, eta: 17:44:32, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7188, loss_cls: 2.3373, loss: 2.3373 2020-06-18 04:08:10,933 - mmaction - INFO - Epoch [66][340/3134] lr: 0.00100, eta: 17:44:20, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7750, loss_cls: 2.0969, loss: 2.0969 2020-06-18 04:08:22,584 - mmaction - INFO - Epoch [66][360/3134] lr: 0.00100, eta: 17:44:08, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7406, loss_cls: 2.2336, loss: 2.2336 2020-06-18 04:08:34,244 - mmaction - INFO - Epoch [66][380/3134] lr: 0.00100, eta: 17:43:57, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4281, top5_acc: 0.7125, loss_cls: 2.3596, loss: 2.3596 2020-06-18 04:08:45,895 - mmaction - INFO - Epoch [66][400/3134] lr: 0.00100, eta: 17:43:45, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7281, loss_cls: 2.1733, loss: 2.1733 2020-06-18 04:08:57,652 - mmaction - INFO - Epoch [66][420/3134] lr: 0.00100, eta: 17:43:33, time: 0.590, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7500, loss_cls: 2.3240, loss: 2.3240 2020-06-18 04:09:09,337 - mmaction - INFO - Epoch [66][440/3134] lr: 0.00100, eta: 17:43:22, time: 0.584, data_time: 0.000, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7500, loss_cls: 2.0996, loss: 2.0996 2020-06-18 04:09:20,936 - mmaction - INFO - Epoch [66][460/3134] lr: 0.00100, eta: 17:43:10, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7688, loss_cls: 1.9733, loss: 1.9733 2020-06-18 04:09:32,699 - mmaction - INFO - Epoch [66][480/3134] lr: 0.00100, eta: 17:42:58, time: 0.590, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7250, loss_cls: 2.2092, loss: 2.2092 2020-06-18 04:09:44,387 - mmaction - INFO - Epoch [66][500/3134] lr: 0.00100, eta: 17:42:47, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7594, loss_cls: 2.1117, loss: 2.1117 2020-06-18 04:09:56,080 - mmaction - INFO - Epoch [66][520/3134] lr: 0.00100, eta: 17:42:35, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7281, loss_cls: 2.2822, loss: 2.2822 2020-06-18 04:10:07,741 - mmaction - INFO - Epoch [66][540/3134] lr: 0.00100, eta: 17:42:23, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7219, loss_cls: 2.1512, loss: 2.1512 2020-06-18 04:10:19,384 - mmaction - INFO - Epoch [66][560/3134] lr: 0.00100, eta: 17:42:12, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7844, loss_cls: 1.9572, loss: 1.9572 2020-06-18 04:10:31,060 - mmaction - INFO - Epoch [66][580/3134] lr: 0.00100, eta: 17:42:00, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7625, loss_cls: 2.1394, loss: 2.1394 2020-06-18 04:10:42,662 - mmaction - INFO - Epoch [66][600/3134] lr: 0.00100, eta: 17:41:48, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7281, loss_cls: 2.2375, loss: 2.2375 2020-06-18 04:10:54,221 - mmaction - INFO - Epoch [66][620/3134] lr: 0.00100, eta: 17:41:37, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7219, loss_cls: 2.1799, loss: 2.1799 2020-06-18 04:11:05,864 - mmaction - INFO - Epoch [66][640/3134] lr: 0.00100, eta: 17:41:25, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7438, loss_cls: 2.2600, loss: 2.2600 2020-06-18 04:11:17,514 - mmaction - INFO - Epoch [66][660/3134] lr: 0.00100, eta: 17:41:13, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7656, loss_cls: 2.1133, loss: 2.1133 2020-06-18 04:11:29,111 - mmaction - INFO - Epoch [66][680/3134] lr: 0.00100, eta: 17:41:01, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7125, loss_cls: 2.3137, loss: 2.3137 2020-06-18 04:11:40,796 - mmaction - INFO - Epoch [66][700/3134] lr: 0.00100, eta: 17:40:50, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7063, loss_cls: 2.3137, loss: 2.3137 2020-06-18 04:11:52,569 - mmaction - INFO - Epoch [66][720/3134] lr: 0.00100, eta: 17:40:38, time: 0.589, data_time: 0.002, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7219, loss_cls: 2.3330, loss: 2.3330 2020-06-18 04:12:04,202 - mmaction - INFO - Epoch [66][740/3134] lr: 0.00100, eta: 17:40:26, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7594, loss_cls: 2.1455, loss: 2.1455 2020-06-18 04:12:15,787 - mmaction - INFO - Epoch [66][760/3134] lr: 0.00100, eta: 17:40:15, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7094, loss_cls: 2.3528, loss: 2.3528 2020-06-18 04:12:27,462 - mmaction - INFO - Epoch [66][780/3134] lr: 0.00100, eta: 17:40:03, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7875, loss_cls: 2.0906, loss: 2.0906 2020-06-18 04:12:39,083 - mmaction - INFO - Epoch [66][800/3134] lr: 0.00100, eta: 17:39:51, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7438, loss_cls: 2.1768, loss: 2.1768 2020-06-18 04:12:50,711 - mmaction - INFO - Epoch [66][820/3134] lr: 0.00100, eta: 17:39:40, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7219, loss_cls: 2.3467, loss: 2.3467 2020-06-18 04:13:02,360 - mmaction - INFO - Epoch [66][840/3134] lr: 0.00100, eta: 17:39:28, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7438, loss_cls: 2.1452, loss: 2.1452 2020-06-18 04:13:13,912 - mmaction - INFO - Epoch [66][860/3134] lr: 0.00100, eta: 17:39:16, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.4656, top5_acc: 0.6687, loss_cls: 2.4258, loss: 2.4258 2020-06-18 04:13:25,546 - mmaction - INFO - Epoch [66][880/3134] lr: 0.00100, eta: 17:39:04, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7469, loss_cls: 2.1548, loss: 2.1548 2020-06-18 04:13:37,205 - mmaction - INFO - Epoch [66][900/3134] lr: 0.00100, eta: 17:38:53, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7312, loss_cls: 2.1897, loss: 2.1897 2020-06-18 04:13:48,864 - mmaction - INFO - Epoch [66][920/3134] lr: 0.00100, eta: 17:38:41, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7750, loss_cls: 2.1232, loss: 2.1232 2020-06-18 04:14:00,471 - mmaction - INFO - Epoch [66][940/3134] lr: 0.00100, eta: 17:38:29, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7250, loss_cls: 2.1975, loss: 2.1975 2020-06-18 04:14:12,070 - mmaction - INFO - Epoch [66][960/3134] lr: 0.00100, eta: 17:38:18, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7562, loss_cls: 2.1533, loss: 2.1533 2020-06-18 04:14:23,735 - mmaction - INFO - Epoch [66][980/3134] lr: 0.00100, eta: 17:38:06, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7438, loss_cls: 2.2174, loss: 2.2174 2020-06-18 04:14:35,338 - mmaction - INFO - Epoch [66][1000/3134] lr: 0.00100, eta: 17:37:54, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7344, loss_cls: 2.1628, loss: 2.1628 2020-06-18 04:14:46,968 - mmaction - INFO - Epoch [66][1020/3134] lr: 0.00100, eta: 17:37:42, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.2214, loss: 2.2214 2020-06-18 04:14:58,704 - mmaction - INFO - Epoch [66][1040/3134] lr: 0.00100, eta: 17:37:31, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7281, loss_cls: 2.3162, loss: 2.3162 2020-06-18 04:15:10,407 - mmaction - INFO - Epoch [66][1060/3134] lr: 0.00100, eta: 17:37:19, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7188, loss_cls: 2.2340, loss: 2.2340 2020-06-18 04:15:22,008 - mmaction - INFO - Epoch [66][1080/3134] lr: 0.00100, eta: 17:37:07, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7531, loss_cls: 2.2242, loss: 2.2242 2020-06-18 04:15:33,668 - mmaction - INFO - Epoch [66][1100/3134] lr: 0.00100, eta: 17:36:56, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7125, loss_cls: 2.4117, loss: 2.4117 2020-06-18 04:15:45,319 - mmaction - INFO - Epoch [66][1120/3134] lr: 0.00100, eta: 17:36:44, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7031, loss_cls: 2.2380, loss: 2.2380 2020-06-18 04:15:56,916 - mmaction - INFO - Epoch [66][1140/3134] lr: 0.00100, eta: 17:36:32, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7781, loss_cls: 1.9943, loss: 1.9943 2020-06-18 04:16:08,493 - mmaction - INFO - Epoch [66][1160/3134] lr: 0.00100, eta: 17:36:21, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7375, loss_cls: 2.1012, loss: 2.1012 2020-06-18 04:16:20,170 - mmaction - INFO - Epoch [66][1180/3134] lr: 0.00100, eta: 17:36:09, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7469, loss_cls: 2.2578, loss: 2.2578 2020-06-18 04:16:31,832 - mmaction - INFO - Epoch [66][1200/3134] lr: 0.00100, eta: 17:35:57, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4250, top5_acc: 0.7094, loss_cls: 2.4575, loss: 2.4575 2020-06-18 04:16:43,514 - mmaction - INFO - Epoch [66][1220/3134] lr: 0.00100, eta: 17:35:46, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7406, loss_cls: 2.1834, loss: 2.1834 2020-06-18 04:16:55,212 - mmaction - INFO - Epoch [66][1240/3134] lr: 0.00100, eta: 17:35:34, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7438, loss_cls: 2.1681, loss: 2.1681 2020-06-18 04:17:06,817 - mmaction - INFO - Epoch [66][1260/3134] lr: 0.00100, eta: 17:35:22, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7375, loss_cls: 2.1339, loss: 2.1339 2020-06-18 04:17:18,439 - mmaction - INFO - Epoch [66][1280/3134] lr: 0.00100, eta: 17:35:10, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7531, loss_cls: 2.0545, loss: 2.0545 2020-06-18 04:17:30,238 - mmaction - INFO - Epoch [66][1300/3134] lr: 0.00100, eta: 17:34:59, time: 0.589, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7500, loss_cls: 2.1325, loss: 2.1325 2020-06-18 04:17:41,867 - mmaction - INFO - Epoch [66][1320/3134] lr: 0.00100, eta: 17:34:47, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7406, loss_cls: 2.2678, loss: 2.2678 2020-06-18 04:17:53,513 - mmaction - INFO - Epoch [66][1340/3134] lr: 0.00100, eta: 17:34:35, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7531, loss_cls: 2.1485, loss: 2.1485 2020-06-18 04:18:05,135 - mmaction - INFO - Epoch [66][1360/3134] lr: 0.00100, eta: 17:34:24, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7063, loss_cls: 2.3891, loss: 2.3891 2020-06-18 04:18:16,779 - mmaction - INFO - Epoch [66][1380/3134] lr: 0.00100, eta: 17:34:12, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7406, loss_cls: 2.1744, loss: 2.1744 2020-06-18 04:18:28,389 - mmaction - INFO - Epoch [66][1400/3134] lr: 0.00100, eta: 17:34:00, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7063, loss_cls: 2.3614, loss: 2.3614 2020-06-18 04:18:40,017 - mmaction - INFO - Epoch [66][1420/3134] lr: 0.00100, eta: 17:33:49, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7344, loss_cls: 2.1814, loss: 2.1814 2020-06-18 04:18:51,656 - mmaction - INFO - Epoch [66][1440/3134] lr: 0.00100, eta: 17:33:37, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7125, loss_cls: 2.3330, loss: 2.3330 2020-06-18 04:19:03,277 - mmaction - INFO - Epoch [66][1460/3134] lr: 0.00100, eta: 17:33:25, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7250, loss_cls: 2.2775, loss: 2.2775 2020-06-18 04:19:14,950 - mmaction - INFO - Epoch [66][1480/3134] lr: 0.00100, eta: 17:33:13, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7312, loss_cls: 2.2194, loss: 2.2194 2020-06-18 04:19:26,556 - mmaction - INFO - Epoch [66][1500/3134] lr: 0.00100, eta: 17:33:02, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7562, loss_cls: 2.1397, loss: 2.1397 2020-06-18 04:19:38,104 - mmaction - INFO - Epoch [66][1520/3134] lr: 0.00100, eta: 17:32:50, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7344, loss_cls: 2.1768, loss: 2.1768 2020-06-18 04:19:49,744 - mmaction - INFO - Epoch [66][1540/3134] lr: 0.00100, eta: 17:32:38, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.2817, loss: 2.2817 2020-06-18 04:20:01,364 - mmaction - INFO - Epoch [66][1560/3134] lr: 0.00100, eta: 17:32:27, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.2613, loss: 2.2613 2020-06-18 04:20:13,087 - mmaction - INFO - Epoch [66][1580/3134] lr: 0.00100, eta: 17:32:15, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7438, loss_cls: 2.0924, loss: 2.0924 2020-06-18 04:20:24,762 - mmaction - INFO - Epoch [66][1600/3134] lr: 0.00100, eta: 17:32:03, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7375, loss_cls: 2.1702, loss: 2.1702 2020-06-18 04:20:36,420 - mmaction - INFO - Epoch [66][1620/3134] lr: 0.00100, eta: 17:31:52, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7219, loss_cls: 2.1517, loss: 2.1517 2020-06-18 04:20:48,069 - mmaction - INFO - Epoch [66][1640/3134] lr: 0.00100, eta: 17:31:40, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7156, loss_cls: 2.3223, loss: 2.3223 2020-06-18 04:20:59,686 - mmaction - INFO - Epoch [66][1660/3134] lr: 0.00100, eta: 17:31:28, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7312, loss_cls: 2.1773, loss: 2.1773 2020-06-18 04:21:11,279 - mmaction - INFO - Epoch [66][1680/3134] lr: 0.00100, eta: 17:31:16, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7219, loss_cls: 2.2194, loss: 2.2194 2020-06-18 04:21:22,979 - mmaction - INFO - Epoch [66][1700/3134] lr: 0.00100, eta: 17:31:05, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7281, loss_cls: 2.2257, loss: 2.2257 2020-06-18 04:21:34,626 - mmaction - INFO - Epoch [66][1720/3134] lr: 0.00100, eta: 17:30:53, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4844, top5_acc: 0.6937, loss_cls: 2.3050, loss: 2.3050 2020-06-18 04:21:46,177 - mmaction - INFO - Epoch [66][1740/3134] lr: 0.00100, eta: 17:30:41, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7875, loss_cls: 1.9368, loss: 1.9368 2020-06-18 04:21:57,865 - mmaction - INFO - Epoch [66][1760/3134] lr: 0.00100, eta: 17:30:30, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7375, loss_cls: 2.2456, loss: 2.2456 2020-06-18 04:22:09,507 - mmaction - INFO - Epoch [66][1780/3134] lr: 0.00100, eta: 17:30:18, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7594, loss_cls: 2.2192, loss: 2.2192 2020-06-18 04:22:21,141 - mmaction - INFO - Epoch [66][1800/3134] lr: 0.00100, eta: 17:30:06, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7531, loss_cls: 2.1941, loss: 2.1941 2020-06-18 04:22:32,836 - mmaction - INFO - Epoch [66][1820/3134] lr: 0.00100, eta: 17:29:55, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7219, loss_cls: 2.1786, loss: 2.1786 2020-06-18 04:22:44,506 - mmaction - INFO - Epoch [66][1840/3134] lr: 0.00100, eta: 17:29:43, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7531, loss_cls: 2.1684, loss: 2.1684 2020-06-18 04:22:56,041 - mmaction - INFO - Epoch [66][1860/3134] lr: 0.00100, eta: 17:29:31, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7656, loss_cls: 2.2087, loss: 2.2087 2020-06-18 04:23:07,621 - mmaction - INFO - Epoch [66][1880/3134] lr: 0.00100, eta: 17:29:19, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7063, loss_cls: 2.3632, loss: 2.3632 2020-06-18 04:23:19,288 - mmaction - INFO - Epoch [66][1900/3134] lr: 0.00100, eta: 17:29:08, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7531, loss_cls: 2.1933, loss: 2.1933 2020-06-18 04:23:30,984 - mmaction - INFO - Epoch [66][1920/3134] lr: 0.00100, eta: 17:28:56, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7812, loss_cls: 2.0934, loss: 2.0934 2020-06-18 04:23:42,633 - mmaction - INFO - Epoch [66][1940/3134] lr: 0.00100, eta: 17:28:44, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7469, loss_cls: 2.2159, loss: 2.2159 2020-06-18 04:23:54,223 - mmaction - INFO - Epoch [66][1960/3134] lr: 0.00100, eta: 17:28:33, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7438, loss_cls: 2.2266, loss: 2.2266 2020-06-18 04:24:05,892 - mmaction - INFO - Epoch [66][1980/3134] lr: 0.00100, eta: 17:28:21, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7344, loss_cls: 2.3278, loss: 2.3278 2020-06-18 04:24:17,541 - mmaction - INFO - Epoch [66][2000/3134] lr: 0.00100, eta: 17:28:09, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7344, loss_cls: 2.2673, loss: 2.2673 2020-06-18 04:24:29,086 - mmaction - INFO - Epoch [66][2020/3134] lr: 0.00100, eta: 17:27:57, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7406, loss_cls: 2.1946, loss: 2.1946 2020-06-18 04:24:40,731 - mmaction - INFO - Epoch [66][2040/3134] lr: 0.00100, eta: 17:27:46, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7438, loss_cls: 2.1268, loss: 2.1268 2020-06-18 04:24:52,372 - mmaction - INFO - Epoch [66][2060/3134] lr: 0.00100, eta: 17:27:34, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7656, loss_cls: 2.1305, loss: 2.1305 2020-06-18 04:25:04,062 - mmaction - INFO - Epoch [66][2080/3134] lr: 0.00100, eta: 17:27:22, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7344, loss_cls: 2.2308, loss: 2.2308 2020-06-18 04:25:15,732 - mmaction - INFO - Epoch [66][2100/3134] lr: 0.00100, eta: 17:27:11, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7688, loss_cls: 1.9222, loss: 1.9222 2020-06-18 04:25:27,344 - mmaction - INFO - Epoch [66][2120/3134] lr: 0.00100, eta: 17:26:59, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7844, loss_cls: 2.0932, loss: 2.0932 2020-06-18 04:25:39,084 - mmaction - INFO - Epoch [66][2140/3134] lr: 0.00100, eta: 17:26:47, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 2.1589, loss: 2.1589 2020-06-18 04:25:50,720 - mmaction - INFO - Epoch [66][2160/3134] lr: 0.00100, eta: 17:26:36, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7688, loss_cls: 2.2240, loss: 2.2240 2020-06-18 04:26:02,316 - mmaction - INFO - Epoch [66][2180/3134] lr: 0.00100, eta: 17:26:24, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7406, loss_cls: 2.1425, loss: 2.1425 2020-06-18 04:26:14,016 - mmaction - INFO - Epoch [66][2200/3134] lr: 0.00100, eta: 17:26:12, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7312, loss_cls: 2.1995, loss: 2.1995 2020-06-18 04:26:25,662 - mmaction - INFO - Epoch [66][2220/3134] lr: 0.00100, eta: 17:26:01, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7312, loss_cls: 2.2319, loss: 2.2319 2020-06-18 04:26:37,294 - mmaction - INFO - Epoch [66][2240/3134] lr: 0.00100, eta: 17:25:49, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7438, loss_cls: 2.1944, loss: 2.1944 2020-06-18 04:26:48,981 - mmaction - INFO - Epoch [66][2260/3134] lr: 0.00100, eta: 17:25:37, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7125, loss_cls: 2.4242, loss: 2.4242 2020-06-18 04:27:00,600 - mmaction - INFO - Epoch [66][2280/3134] lr: 0.00100, eta: 17:25:25, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7156, loss_cls: 2.2969, loss: 2.2969 2020-06-18 04:27:12,219 - mmaction - INFO - Epoch [66][2300/3134] lr: 0.00100, eta: 17:25:14, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7438, loss_cls: 2.1639, loss: 2.1639 2020-06-18 04:27:23,925 - mmaction - INFO - Epoch [66][2320/3134] lr: 0.00100, eta: 17:25:02, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7250, loss_cls: 2.2648, loss: 2.2648 2020-06-18 04:27:35,564 - mmaction - INFO - Epoch [66][2340/3134] lr: 0.00100, eta: 17:24:50, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7594, loss_cls: 1.9885, loss: 1.9885 2020-06-18 04:27:47,134 - mmaction - INFO - Epoch [66][2360/3134] lr: 0.00100, eta: 17:24:39, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7250, loss_cls: 2.2475, loss: 2.2475 2020-06-18 04:27:58,790 - mmaction - INFO - Epoch [66][2380/3134] lr: 0.00100, eta: 17:24:27, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7188, loss_cls: 2.2478, loss: 2.2478 2020-06-18 04:28:10,430 - mmaction - INFO - Epoch [66][2400/3134] lr: 0.00100, eta: 17:24:15, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7812, loss_cls: 2.1075, loss: 2.1075 2020-06-18 04:28:22,134 - mmaction - INFO - Epoch [66][2420/3134] lr: 0.00100, eta: 17:24:04, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.6906, loss_cls: 2.3476, loss: 2.3476 2020-06-18 04:28:33,800 - mmaction - INFO - Epoch [66][2440/3134] lr: 0.00100, eta: 17:23:52, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7438, loss_cls: 2.2853, loss: 2.2853 2020-06-18 04:28:45,384 - mmaction - INFO - Epoch [66][2460/3134] lr: 0.00100, eta: 17:23:40, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7469, loss_cls: 2.1685, loss: 2.1685 2020-06-18 04:28:57,027 - mmaction - INFO - Epoch [66][2480/3134] lr: 0.00100, eta: 17:23:28, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7469, loss_cls: 2.3204, loss: 2.3204 2020-06-18 04:29:08,722 - mmaction - INFO - Epoch [66][2500/3134] lr: 0.00100, eta: 17:23:17, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7594, loss_cls: 2.2861, loss: 2.2861 2020-06-18 04:29:20,310 - mmaction - INFO - Epoch [66][2520/3134] lr: 0.00100, eta: 17:23:05, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7406, loss_cls: 2.1783, loss: 2.1783 2020-06-18 04:29:32,036 - mmaction - INFO - Epoch [66][2540/3134] lr: 0.00100, eta: 17:22:53, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7406, loss_cls: 2.2036, loss: 2.2036 2020-06-18 04:29:43,723 - mmaction - INFO - Epoch [66][2560/3134] lr: 0.00100, eta: 17:22:42, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7375, loss_cls: 2.2378, loss: 2.2378 2020-06-18 04:29:55,277 - mmaction - INFO - Epoch [66][2580/3134] lr: 0.00100, eta: 17:22:30, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7406, loss_cls: 2.2026, loss: 2.2026 2020-06-18 04:30:06,963 - mmaction - INFO - Epoch [66][2600/3134] lr: 0.00100, eta: 17:22:18, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7188, loss_cls: 2.2543, loss: 2.2543 2020-06-18 04:30:18,552 - mmaction - INFO - Epoch [66][2620/3134] lr: 0.00100, eta: 17:22:07, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7125, loss_cls: 2.3215, loss: 2.3215 2020-06-18 04:30:30,123 - mmaction - INFO - Epoch [66][2640/3134] lr: 0.00100, eta: 17:21:55, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7312, loss_cls: 2.2255, loss: 2.2255 2020-06-18 04:30:42,253 - mmaction - INFO - Epoch [66][2660/3134] lr: 0.00100, eta: 17:21:43, time: 0.605, data_time: 0.030, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7531, loss_cls: 2.2137, loss: 2.2137 2020-06-18 04:30:53,883 - mmaction - INFO - Epoch [66][2680/3134] lr: 0.00100, eta: 17:21:32, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7219, loss_cls: 2.2396, loss: 2.2396 2020-06-18 04:31:05,533 - mmaction - INFO - Epoch [66][2700/3134] lr: 0.00100, eta: 17:21:20, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7125, loss_cls: 2.4056, loss: 2.4056 2020-06-18 04:31:17,197 - mmaction - INFO - Epoch [66][2720/3134] lr: 0.00100, eta: 17:21:08, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7063, loss_cls: 2.3417, loss: 2.3417 2020-06-18 04:31:28,829 - mmaction - INFO - Epoch [66][2740/3134] lr: 0.00100, eta: 17:20:57, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7469, loss_cls: 2.2115, loss: 2.2115 2020-06-18 04:31:40,488 - mmaction - INFO - Epoch [66][2760/3134] lr: 0.00100, eta: 17:20:45, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7625, loss_cls: 2.1206, loss: 2.1206 2020-06-18 04:31:52,138 - mmaction - INFO - Epoch [66][2780/3134] lr: 0.00100, eta: 17:20:33, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7125, loss_cls: 2.3901, loss: 2.3901 2020-06-18 04:32:03,825 - mmaction - INFO - Epoch [66][2800/3134] lr: 0.00100, eta: 17:20:22, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7031, loss_cls: 2.4196, loss: 2.4196 2020-06-18 04:32:15,387 - mmaction - INFO - Epoch [66][2820/3134] lr: 0.00100, eta: 17:20:10, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7344, loss_cls: 2.1197, loss: 2.1197 2020-06-18 04:32:27,048 - mmaction - INFO - Epoch [66][2840/3134] lr: 0.00100, eta: 17:19:58, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7406, loss_cls: 2.2157, loss: 2.2157 2020-06-18 04:32:38,738 - mmaction - INFO - Epoch [66][2860/3134] lr: 0.00100, eta: 17:19:46, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7281, loss_cls: 2.3148, loss: 2.3148 2020-06-18 04:32:50,356 - mmaction - INFO - Epoch [66][2880/3134] lr: 0.00100, eta: 17:19:35, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7438, loss_cls: 2.2039, loss: 2.2039 2020-06-18 04:33:02,060 - mmaction - INFO - Epoch [66][2900/3134] lr: 0.00100, eta: 17:19:23, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7562, loss_cls: 2.2418, loss: 2.2418 2020-06-18 04:33:13,635 - mmaction - INFO - Epoch [66][2920/3134] lr: 0.00100, eta: 17:19:11, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7219, loss_cls: 2.3274, loss: 2.3274 2020-06-18 04:33:25,311 - mmaction - INFO - Epoch [66][2940/3134] lr: 0.00100, eta: 17:19:00, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7312, loss_cls: 2.1223, loss: 2.1223 2020-06-18 04:33:36,971 - mmaction - INFO - Epoch [66][2960/3134] lr: 0.00100, eta: 17:18:48, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7344, loss_cls: 2.3028, loss: 2.3028 2020-06-18 04:33:48,641 - mmaction - INFO - Epoch [66][2980/3134] lr: 0.00100, eta: 17:18:36, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7562, loss_cls: 2.1203, loss: 2.1203 2020-06-18 04:34:00,271 - mmaction - INFO - Epoch [66][3000/3134] lr: 0.00100, eta: 17:18:25, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7594, loss_cls: 2.0843, loss: 2.0843 2020-06-18 04:34:11,930 - mmaction - INFO - Epoch [66][3020/3134] lr: 0.00100, eta: 17:18:13, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7594, loss_cls: 2.0173, loss: 2.0173 2020-06-18 04:34:23,597 - mmaction - INFO - Epoch [66][3040/3134] lr: 0.00100, eta: 17:18:01, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7750, loss_cls: 1.9578, loss: 1.9578 2020-06-18 04:34:35,196 - mmaction - INFO - Epoch [66][3060/3134] lr: 0.00100, eta: 17:17:49, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7469, loss_cls: 2.1878, loss: 2.1878 2020-06-18 04:34:46,858 - mmaction - INFO - Epoch [66][3080/3134] lr: 0.00100, eta: 17:17:38, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7156, loss_cls: 2.3115, loss: 2.3115 2020-06-18 04:34:58,549 - mmaction - INFO - Epoch [66][3100/3134] lr: 0.00100, eta: 17:17:26, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7562, loss_cls: 2.1236, loss: 2.1236 2020-06-18 04:35:10,234 - mmaction - INFO - Epoch [66][3120/3134] lr: 0.00100, eta: 17:17:14, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7312, loss_cls: 2.1454, loss: 2.1454 2020-06-18 04:35:45,108 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-18 04:35:46,365 - mmaction - INFO - top1_acc 0.2804 top5_acc 0.5335 2020-06-18 04:35:46,381 - mmaction - INFO - Epoch [66][3134/3134] lr: 0.00100, top1_acc: 0.2804, top5_acc: 0.5335 2020-06-18 04:36:01,493 - mmaction - INFO - Epoch [67][20/3134] lr: 0.00100, eta: 17:16:52, time: 0.754, data_time: 0.173, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 2.0775, loss: 2.0775 2020-06-18 04:36:13,148 - mmaction - INFO - Epoch [67][40/3134] lr: 0.00100, eta: 17:16:40, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7531, loss_cls: 2.1645, loss: 2.1645 2020-06-18 04:36:24,822 - mmaction - INFO - Epoch [67][60/3134] lr: 0.00100, eta: 17:16:29, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.8000, loss_cls: 1.9122, loss: 1.9122 2020-06-18 04:36:36,408 - mmaction - INFO - Epoch [67][80/3134] lr: 0.00100, eta: 17:16:17, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7562, loss_cls: 1.9763, loss: 1.9763 2020-06-18 04:36:48,092 - mmaction - INFO - Epoch [67][100/3134] lr: 0.00100, eta: 17:16:05, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7719, loss_cls: 2.1175, loss: 2.1175 2020-06-18 04:36:59,789 - mmaction - INFO - Epoch [67][120/3134] lr: 0.00100, eta: 17:15:54, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7531, loss_cls: 2.1305, loss: 2.1305 2020-06-18 04:37:11,348 - mmaction - INFO - Epoch [67][140/3134] lr: 0.00100, eta: 17:15:42, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7375, loss_cls: 2.3090, loss: 2.3090 2020-06-18 04:37:23,032 - mmaction - INFO - Epoch [67][160/3134] lr: 0.00100, eta: 17:15:30, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7500, loss_cls: 2.2122, loss: 2.2122 2020-06-18 04:37:34,642 - mmaction - INFO - Epoch [67][180/3134] lr: 0.00100, eta: 17:15:19, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7688, loss_cls: 2.1100, loss: 2.1100 2020-06-18 04:37:46,352 - mmaction - INFO - Epoch [67][200/3134] lr: 0.00100, eta: 17:15:07, time: 0.584, data_time: 0.000, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7188, loss_cls: 2.3606, loss: 2.3606 2020-06-18 04:37:58,016 - mmaction - INFO - Epoch [67][220/3134] lr: 0.00100, eta: 17:14:55, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7219, loss_cls: 2.2563, loss: 2.2563 2020-06-18 04:38:09,744 - mmaction - INFO - Epoch [67][240/3134] lr: 0.00100, eta: 17:14:44, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7219, loss_cls: 2.3279, loss: 2.3279 2020-06-18 04:38:21,469 - mmaction - INFO - Epoch [67][260/3134] lr: 0.00100, eta: 17:14:32, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7156, loss_cls: 2.3352, loss: 2.3352 2020-06-18 04:38:33,102 - mmaction - INFO - Epoch [67][280/3134] lr: 0.00100, eta: 17:14:20, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7312, loss_cls: 2.1107, loss: 2.1107 2020-06-18 04:38:44,680 - mmaction - INFO - Epoch [67][300/3134] lr: 0.00100, eta: 17:14:08, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7844, loss_cls: 2.0069, loss: 2.0069 2020-06-18 04:38:56,346 - mmaction - INFO - Epoch [67][320/3134] lr: 0.00100, eta: 17:13:57, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7656, loss_cls: 2.0584, loss: 2.0584 2020-06-18 04:39:07,999 - mmaction - INFO - Epoch [67][340/3134] lr: 0.00100, eta: 17:13:45, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7375, loss_cls: 2.2319, loss: 2.2319 2020-06-18 04:39:19,603 - mmaction - INFO - Epoch [67][360/3134] lr: 0.00100, eta: 17:13:33, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7594, loss_cls: 2.2212, loss: 2.2212 2020-06-18 04:39:31,263 - mmaction - INFO - Epoch [67][380/3134] lr: 0.00100, eta: 17:13:22, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7312, loss_cls: 2.1805, loss: 2.1805 2020-06-18 04:39:42,922 - mmaction - INFO - Epoch [67][400/3134] lr: 0.00100, eta: 17:13:10, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7531, loss_cls: 2.1171, loss: 2.1171 2020-06-18 04:39:54,589 - mmaction - INFO - Epoch [67][420/3134] lr: 0.00100, eta: 17:12:58, time: 0.583, data_time: 0.000, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.1939, loss: 2.1939 2020-06-18 04:40:06,344 - mmaction - INFO - Epoch [67][440/3134] lr: 0.00100, eta: 17:12:47, time: 0.587, data_time: 0.001, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7969, loss_cls: 1.8969, loss: 1.8969 2020-06-18 04:40:17,993 - mmaction - INFO - Epoch [67][460/3134] lr: 0.00100, eta: 17:12:35, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7406, loss_cls: 2.2200, loss: 2.2200 2020-06-18 04:40:29,626 - mmaction - INFO - Epoch [67][480/3134] lr: 0.00100, eta: 17:12:23, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7219, loss_cls: 2.2759, loss: 2.2759 2020-06-18 04:40:41,241 - mmaction - INFO - Epoch [67][500/3134] lr: 0.00100, eta: 17:12:12, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7344, loss_cls: 2.2386, loss: 2.2386 2020-06-18 04:40:52,850 - mmaction - INFO - Epoch [67][520/3134] lr: 0.00100, eta: 17:12:00, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7688, loss_cls: 2.0164, loss: 2.0164 2020-06-18 04:41:04,506 - mmaction - INFO - Epoch [67][540/3134] lr: 0.00100, eta: 17:11:48, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7500, loss_cls: 2.2561, loss: 2.2561 2020-06-18 04:41:16,193 - mmaction - INFO - Epoch [67][560/3134] lr: 0.00100, eta: 17:11:36, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7063, loss_cls: 2.3884, loss: 2.3884 2020-06-18 04:41:27,757 - mmaction - INFO - Epoch [67][580/3134] lr: 0.00100, eta: 17:11:25, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7188, loss_cls: 2.2460, loss: 2.2460 2020-06-18 04:41:39,440 - mmaction - INFO - Epoch [67][600/3134] lr: 0.00100, eta: 17:11:13, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7531, loss_cls: 2.2140, loss: 2.2140 2020-06-18 04:41:51,102 - mmaction - INFO - Epoch [67][620/3134] lr: 0.00100, eta: 17:11:01, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7562, loss_cls: 2.0591, loss: 2.0591 2020-06-18 04:42:02,698 - mmaction - INFO - Epoch [67][640/3134] lr: 0.00100, eta: 17:10:50, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7812, loss_cls: 1.9582, loss: 1.9582 2020-06-18 04:42:14,401 - mmaction - INFO - Epoch [67][660/3134] lr: 0.00100, eta: 17:10:38, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7531, loss_cls: 2.1738, loss: 2.1738 2020-06-18 04:42:26,051 - mmaction - INFO - Epoch [67][680/3134] lr: 0.00100, eta: 17:10:26, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4531, top5_acc: 0.6969, loss_cls: 2.4049, loss: 2.4049 2020-06-18 04:42:37,631 - mmaction - INFO - Epoch [67][700/3134] lr: 0.00100, eta: 17:10:15, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7594, loss_cls: 2.1655, loss: 2.1655 2020-06-18 04:42:49,264 - mmaction - INFO - Epoch [67][720/3134] lr: 0.00100, eta: 17:10:03, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7500, loss_cls: 2.1903, loss: 2.1903 2020-06-18 04:43:00,984 - mmaction - INFO - Epoch [67][740/3134] lr: 0.00100, eta: 17:09:51, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7562, loss_cls: 2.1539, loss: 2.1539 2020-06-18 04:43:12,594 - mmaction - INFO - Epoch [67][760/3134] lr: 0.00100, eta: 17:09:39, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7469, loss_cls: 2.2730, loss: 2.2730 2020-06-18 04:43:24,313 - mmaction - INFO - Epoch [67][780/3134] lr: 0.00100, eta: 17:09:28, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7844, loss_cls: 2.0803, loss: 2.0803 2020-06-18 04:43:35,960 - mmaction - INFO - Epoch [67][800/3134] lr: 0.00100, eta: 17:09:16, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7469, loss_cls: 2.0656, loss: 2.0656 2020-06-18 04:43:47,616 - mmaction - INFO - Epoch [67][820/3134] lr: 0.00100, eta: 17:09:04, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7656, loss_cls: 2.1651, loss: 2.1651 2020-06-18 04:43:59,246 - mmaction - INFO - Epoch [67][840/3134] lr: 0.00100, eta: 17:08:53, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7250, loss_cls: 2.1945, loss: 2.1945 2020-06-18 04:44:10,929 - mmaction - INFO - Epoch [67][860/3134] lr: 0.00100, eta: 17:08:41, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7250, loss_cls: 2.2433, loss: 2.2433 2020-06-18 04:44:22,566 - mmaction - INFO - Epoch [67][880/3134] lr: 0.00100, eta: 17:08:29, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7469, loss_cls: 2.1729, loss: 2.1729 2020-06-18 04:44:34,227 - mmaction - INFO - Epoch [67][900/3134] lr: 0.00100, eta: 17:08:18, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7719, loss_cls: 2.0661, loss: 2.0661 2020-06-18 04:44:45,942 - mmaction - INFO - Epoch [67][920/3134] lr: 0.00100, eta: 17:08:06, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7281, loss_cls: 2.1929, loss: 2.1929 2020-06-18 04:44:57,718 - mmaction - INFO - Epoch [67][940/3134] lr: 0.00100, eta: 17:07:54, time: 0.589, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7250, loss_cls: 2.2080, loss: 2.2080 2020-06-18 04:45:09,433 - mmaction - INFO - Epoch [67][960/3134] lr: 0.00100, eta: 17:07:43, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7094, loss_cls: 2.3623, loss: 2.3623 2020-06-18 04:45:21,045 - mmaction - INFO - Epoch [67][980/3134] lr: 0.00100, eta: 17:07:31, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 2.0768, loss: 2.0768 2020-06-18 04:45:32,637 - mmaction - INFO - Epoch [67][1000/3134] lr: 0.00100, eta: 17:07:19, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7219, loss_cls: 2.1811, loss: 2.1811 2020-06-18 04:45:44,359 - mmaction - INFO - Epoch [67][1020/3134] lr: 0.00100, eta: 17:07:08, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7500, loss_cls: 2.1794, loss: 2.1794 2020-06-18 04:45:55,967 - mmaction - INFO - Epoch [67][1040/3134] lr: 0.00100, eta: 17:06:56, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7719, loss_cls: 2.0889, loss: 2.0889 2020-06-18 04:46:07,593 - mmaction - INFO - Epoch [67][1060/3134] lr: 0.00100, eta: 17:06:44, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.6937, loss_cls: 2.3492, loss: 2.3492 2020-06-18 04:46:19,219 - mmaction - INFO - Epoch [67][1080/3134] lr: 0.00100, eta: 17:06:32, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7281, loss_cls: 2.2973, loss: 2.2973 2020-06-18 04:46:30,836 - mmaction - INFO - Epoch [67][1100/3134] lr: 0.00100, eta: 17:06:21, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7531, loss_cls: 2.1872, loss: 2.1872 2020-06-18 04:46:42,520 - mmaction - INFO - Epoch [67][1120/3134] lr: 0.00100, eta: 17:06:09, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7375, loss_cls: 2.2412, loss: 2.2412 2020-06-18 04:46:54,150 - mmaction - INFO - Epoch [67][1140/3134] lr: 0.00100, eta: 17:05:57, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7344, loss_cls: 2.2668, loss: 2.2668 2020-06-18 04:47:05,735 - mmaction - INFO - Epoch [67][1160/3134] lr: 0.00100, eta: 17:05:46, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7594, loss_cls: 2.2649, loss: 2.2649 2020-06-18 04:47:17,373 - mmaction - INFO - Epoch [67][1180/3134] lr: 0.00100, eta: 17:05:34, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7156, loss_cls: 2.2929, loss: 2.2929 2020-06-18 04:47:29,005 - mmaction - INFO - Epoch [67][1200/3134] lr: 0.00100, eta: 17:05:22, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7531, loss_cls: 2.1516, loss: 2.1516 2020-06-18 04:47:40,699 - mmaction - INFO - Epoch [67][1220/3134] lr: 0.00100, eta: 17:05:11, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7688, loss_cls: 1.9435, loss: 1.9435 2020-06-18 04:47:52,327 - mmaction - INFO - Epoch [67][1240/3134] lr: 0.00100, eta: 17:04:59, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7406, loss_cls: 2.3028, loss: 2.3028 2020-06-18 04:48:03,981 - mmaction - INFO - Epoch [67][1260/3134] lr: 0.00100, eta: 17:04:47, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7406, loss_cls: 2.2158, loss: 2.2158 2020-06-18 04:48:15,605 - mmaction - INFO - Epoch [67][1280/3134] lr: 0.00100, eta: 17:04:35, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7844, loss_cls: 1.9249, loss: 1.9249 2020-06-18 04:48:27,289 - mmaction - INFO - Epoch [67][1300/3134] lr: 0.00100, eta: 17:04:24, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7188, loss_cls: 2.3641, loss: 2.3641 2020-06-18 04:48:38,962 - mmaction - INFO - Epoch [67][1320/3134] lr: 0.00100, eta: 17:04:12, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7219, loss_cls: 2.2409, loss: 2.2409 2020-06-18 04:48:50,589 - mmaction - INFO - Epoch [67][1340/3134] lr: 0.00100, eta: 17:04:00, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7125, loss_cls: 2.1567, loss: 2.1567 2020-06-18 04:49:02,290 - mmaction - INFO - Epoch [67][1360/3134] lr: 0.00100, eta: 17:03:49, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7219, loss_cls: 2.2638, loss: 2.2638 2020-06-18 04:49:13,872 - mmaction - INFO - Epoch [67][1380/3134] lr: 0.00100, eta: 17:03:37, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.4281, top5_acc: 0.7312, loss_cls: 2.3185, loss: 2.3185 2020-06-18 04:49:25,564 - mmaction - INFO - Epoch [67][1400/3134] lr: 0.00100, eta: 17:03:25, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7250, loss_cls: 2.3139, loss: 2.3139 2020-06-18 04:49:37,196 - mmaction - INFO - Epoch [67][1420/3134] lr: 0.00100, eta: 17:03:14, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7125, loss_cls: 2.2571, loss: 2.2571 2020-06-18 04:49:48,872 - mmaction - INFO - Epoch [67][1440/3134] lr: 0.00100, eta: 17:03:02, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7406, loss_cls: 2.2201, loss: 2.2201 2020-06-18 04:50:00,479 - mmaction - INFO - Epoch [67][1460/3134] lr: 0.00100, eta: 17:02:50, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4469, top5_acc: 0.6937, loss_cls: 2.3985, loss: 2.3985 2020-06-18 04:50:12,118 - mmaction - INFO - Epoch [67][1480/3134] lr: 0.00100, eta: 17:02:39, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7531, loss_cls: 2.1605, loss: 2.1605 2020-06-18 04:50:23,765 - mmaction - INFO - Epoch [67][1500/3134] lr: 0.00100, eta: 17:02:27, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7562, loss_cls: 2.0560, loss: 2.0560 2020-06-18 04:50:35,314 - mmaction - INFO - Epoch [67][1520/3134] lr: 0.00100, eta: 17:02:15, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7500, loss_cls: 2.1614, loss: 2.1614 2020-06-18 04:50:46,964 - mmaction - INFO - Epoch [67][1540/3134] lr: 0.00100, eta: 17:02:03, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7312, loss_cls: 2.1711, loss: 2.1711 2020-06-18 04:50:58,595 - mmaction - INFO - Epoch [67][1560/3134] lr: 0.00100, eta: 17:01:52, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7438, loss_cls: 2.2803, loss: 2.2803 2020-06-18 04:51:10,247 - mmaction - INFO - Epoch [67][1580/3134] lr: 0.00100, eta: 17:01:40, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7375, loss_cls: 2.2500, loss: 2.2500 2020-06-18 04:51:21,927 - mmaction - INFO - Epoch [67][1600/3134] lr: 0.00100, eta: 17:01:28, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.6937, loss_cls: 2.3399, loss: 2.3399 2020-06-18 04:51:33,664 - mmaction - INFO - Epoch [67][1620/3134] lr: 0.00100, eta: 17:01:17, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7281, loss_cls: 2.2527, loss: 2.2527 2020-06-18 04:51:45,320 - mmaction - INFO - Epoch [67][1640/3134] lr: 0.00100, eta: 17:01:05, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7719, loss_cls: 2.1524, loss: 2.1524 2020-06-18 04:51:56,924 - mmaction - INFO - Epoch [67][1660/3134] lr: 0.00100, eta: 17:00:53, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7438, loss_cls: 2.2421, loss: 2.2421 2020-06-18 04:52:08,584 - mmaction - INFO - Epoch [67][1680/3134] lr: 0.00100, eta: 17:00:42, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7562, loss_cls: 2.1576, loss: 2.1576 2020-06-18 04:52:20,164 - mmaction - INFO - Epoch [67][1700/3134] lr: 0.00100, eta: 17:00:30, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7469, loss_cls: 2.1419, loss: 2.1419 2020-06-18 04:52:31,777 - mmaction - INFO - Epoch [67][1720/3134] lr: 0.00100, eta: 17:00:18, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7438, loss_cls: 2.1322, loss: 2.1322 2020-06-18 04:52:43,468 - mmaction - INFO - Epoch [67][1740/3134] lr: 0.00100, eta: 17:00:06, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.6781, loss_cls: 2.3805, loss: 2.3805 2020-06-18 04:52:55,097 - mmaction - INFO - Epoch [67][1760/3134] lr: 0.00100, eta: 16:59:55, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7406, loss_cls: 2.1721, loss: 2.1721 2020-06-18 04:53:06,787 - mmaction - INFO - Epoch [67][1780/3134] lr: 0.00100, eta: 16:59:43, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6937, loss_cls: 2.3915, loss: 2.3915 2020-06-18 04:53:18,632 - mmaction - INFO - Epoch [67][1800/3134] lr: 0.00100, eta: 16:59:32, time: 0.591, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 2.0226, loss: 2.0226 2020-06-18 04:53:30,266 - mmaction - INFO - Epoch [67][1820/3134] lr: 0.00100, eta: 16:59:20, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7469, loss_cls: 2.2223, loss: 2.2223 2020-06-18 04:53:41,897 - mmaction - INFO - Epoch [67][1840/3134] lr: 0.00100, eta: 16:59:08, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7406, loss_cls: 2.2511, loss: 2.2511 2020-06-18 04:53:53,565 - mmaction - INFO - Epoch [67][1860/3134] lr: 0.00100, eta: 16:58:56, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7406, loss_cls: 2.0539, loss: 2.0539 2020-06-18 04:54:05,186 - mmaction - INFO - Epoch [67][1880/3134] lr: 0.00100, eta: 16:58:45, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.2432, loss: 2.2432 2020-06-18 04:54:16,783 - mmaction - INFO - Epoch [67][1900/3134] lr: 0.00100, eta: 16:58:33, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7344, loss_cls: 2.2309, loss: 2.2309 2020-06-18 04:54:28,514 - mmaction - INFO - Epoch [67][1920/3134] lr: 0.00100, eta: 16:58:21, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7562, loss_cls: 2.0863, loss: 2.0863 2020-06-18 04:54:40,204 - mmaction - INFO - Epoch [67][1940/3134] lr: 0.00100, eta: 16:58:10, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7500, loss_cls: 2.2279, loss: 2.2279 2020-06-18 04:54:51,932 - mmaction - INFO - Epoch [67][1960/3134] lr: 0.00100, eta: 16:57:58, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7719, loss_cls: 2.0932, loss: 2.0932 2020-06-18 04:55:03,589 - mmaction - INFO - Epoch [67][1980/3134] lr: 0.00100, eta: 16:57:46, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7719, loss_cls: 2.0107, loss: 2.0107 2020-06-18 04:55:15,154 - mmaction - INFO - Epoch [67][2000/3134] lr: 0.00100, eta: 16:57:35, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7719, loss_cls: 2.1053, loss: 2.1053 2020-06-18 04:55:26,850 - mmaction - INFO - Epoch [67][2020/3134] lr: 0.00100, eta: 16:57:23, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7594, loss_cls: 2.1044, loss: 2.1044 2020-06-18 04:55:38,492 - mmaction - INFO - Epoch [67][2040/3134] lr: 0.00100, eta: 16:57:11, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7406, loss_cls: 2.1014, loss: 2.1014 2020-06-18 04:55:50,109 - mmaction - INFO - Epoch [67][2060/3134] lr: 0.00100, eta: 16:57:00, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7531, loss_cls: 2.2009, loss: 2.2009 2020-06-18 04:56:01,757 - mmaction - INFO - Epoch [67][2080/3134] lr: 0.00100, eta: 16:56:48, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7438, loss_cls: 2.1242, loss: 2.1242 2020-06-18 04:56:13,425 - mmaction - INFO - Epoch [67][2100/3134] lr: 0.00100, eta: 16:56:36, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7406, loss_cls: 2.2229, loss: 2.2229 2020-06-18 04:56:25,088 - mmaction - INFO - Epoch [67][2120/3134] lr: 0.00100, eta: 16:56:24, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7094, loss_cls: 2.2222, loss: 2.2222 2020-06-18 04:56:36,784 - mmaction - INFO - Epoch [67][2140/3134] lr: 0.00100, eta: 16:56:13, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7219, loss_cls: 2.2805, loss: 2.2805 2020-06-18 04:56:48,449 - mmaction - INFO - Epoch [67][2160/3134] lr: 0.00100, eta: 16:56:01, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7188, loss_cls: 2.2934, loss: 2.2934 2020-06-18 04:57:00,059 - mmaction - INFO - Epoch [67][2180/3134] lr: 0.00100, eta: 16:55:49, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7125, loss_cls: 2.3174, loss: 2.3174 2020-06-18 04:57:11,705 - mmaction - INFO - Epoch [67][2200/3134] lr: 0.00100, eta: 16:55:38, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7188, loss_cls: 2.1974, loss: 2.1974 2020-06-18 04:57:23,385 - mmaction - INFO - Epoch [67][2220/3134] lr: 0.00100, eta: 16:55:26, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7438, loss_cls: 2.1569, loss: 2.1569 2020-06-18 04:57:34,961 - mmaction - INFO - Epoch [67][2240/3134] lr: 0.00100, eta: 16:55:14, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7281, loss_cls: 2.2655, loss: 2.2655 2020-06-18 04:57:46,695 - mmaction - INFO - Epoch [67][2260/3134] lr: 0.00100, eta: 16:55:03, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7719, loss_cls: 2.0933, loss: 2.0933 2020-06-18 04:57:58,405 - mmaction - INFO - Epoch [67][2280/3134] lr: 0.00100, eta: 16:54:51, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7500, loss_cls: 2.3110, loss: 2.3110 2020-06-18 04:58:09,987 - mmaction - INFO - Epoch [67][2300/3134] lr: 0.00100, eta: 16:54:39, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4469, top5_acc: 0.6906, loss_cls: 2.3631, loss: 2.3631 2020-06-18 04:58:21,657 - mmaction - INFO - Epoch [67][2320/3134] lr: 0.00100, eta: 16:54:28, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7312, loss_cls: 2.1642, loss: 2.1642 2020-06-18 04:58:33,294 - mmaction - INFO - Epoch [67][2340/3134] lr: 0.00100, eta: 16:54:16, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7375, loss_cls: 2.2414, loss: 2.2414 2020-06-18 04:58:44,924 - mmaction - INFO - Epoch [67][2360/3134] lr: 0.00100, eta: 16:54:04, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7500, loss_cls: 2.0509, loss: 2.0509 2020-06-18 04:58:56,763 - mmaction - INFO - Epoch [67][2380/3134] lr: 0.00100, eta: 16:53:53, time: 0.591, data_time: 0.002, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7562, loss_cls: 2.2285, loss: 2.2285 2020-06-18 04:59:08,463 - mmaction - INFO - Epoch [67][2400/3134] lr: 0.00100, eta: 16:53:41, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7438, loss_cls: 2.1418, loss: 2.1418 2020-06-18 04:59:20,116 - mmaction - INFO - Epoch [67][2420/3134] lr: 0.00100, eta: 16:53:29, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7219, loss_cls: 2.1839, loss: 2.1839 2020-06-18 04:59:31,747 - mmaction - INFO - Epoch [67][2440/3134] lr: 0.00100, eta: 16:53:17, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7594, loss_cls: 2.1055, loss: 2.1055 2020-06-18 04:59:43,443 - mmaction - INFO - Epoch [67][2460/3134] lr: 0.00100, eta: 16:53:06, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 2.0856, loss: 2.0856 2020-06-18 04:59:55,116 - mmaction - INFO - Epoch [67][2480/3134] lr: 0.00100, eta: 16:52:54, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4250, top5_acc: 0.6813, loss_cls: 2.3811, loss: 2.3811 2020-06-18 05:00:07,235 - mmaction - INFO - Epoch [67][2500/3134] lr: 0.00100, eta: 16:52:43, time: 0.604, data_time: 0.000, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7531, loss_cls: 2.1413, loss: 2.1413 2020-06-18 05:00:19,238 - mmaction - INFO - Epoch [67][2520/3134] lr: 0.00100, eta: 16:52:31, time: 0.602, data_time: 0.003, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7031, loss_cls: 2.2922, loss: 2.2922 2020-06-18 05:00:31,155 - mmaction - INFO - Epoch [67][2540/3134] lr: 0.00100, eta: 16:52:20, time: 0.595, data_time: 0.002, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7969, loss_cls: 1.9040, loss: 1.9040 2020-06-18 05:00:42,869 - mmaction - INFO - Epoch [67][2560/3134] lr: 0.00100, eta: 16:52:08, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7406, loss_cls: 2.2230, loss: 2.2230 2020-06-18 05:00:54,545 - mmaction - INFO - Epoch [67][2580/3134] lr: 0.00100, eta: 16:51:56, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7219, loss_cls: 2.2989, loss: 2.2989 2020-06-18 05:01:06,222 - mmaction - INFO - Epoch [67][2600/3134] lr: 0.00100, eta: 16:51:45, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7000, loss_cls: 2.3853, loss: 2.3853 2020-06-18 05:01:17,890 - mmaction - INFO - Epoch [67][2620/3134] lr: 0.00100, eta: 16:51:33, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7469, loss_cls: 2.1755, loss: 2.1755 2020-06-18 05:01:29,545 - mmaction - INFO - Epoch [67][2640/3134] lr: 0.00100, eta: 16:51:21, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7156, loss_cls: 2.1860, loss: 2.1860 2020-06-18 05:01:41,203 - mmaction - INFO - Epoch [67][2660/3134] lr: 0.00100, eta: 16:51:10, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7281, loss_cls: 2.2184, loss: 2.2184 2020-06-18 05:01:52,920 - mmaction - INFO - Epoch [67][2680/3134] lr: 0.00100, eta: 16:50:58, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7406, loss_cls: 2.2802, loss: 2.2802 2020-06-18 05:02:04,554 - mmaction - INFO - Epoch [67][2700/3134] lr: 0.00100, eta: 16:50:46, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7406, loss_cls: 2.2810, loss: 2.2810 2020-06-18 05:02:16,233 - mmaction - INFO - Epoch [67][2720/3134] lr: 0.00100, eta: 16:50:34, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7281, loss_cls: 2.3463, loss: 2.3463 2020-06-18 05:02:27,900 - mmaction - INFO - Epoch [67][2740/3134] lr: 0.00100, eta: 16:50:23, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7969, loss_cls: 2.0061, loss: 2.0061 2020-06-18 05:02:39,411 - mmaction - INFO - Epoch [67][2760/3134] lr: 0.00100, eta: 16:50:11, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7219, loss_cls: 2.2380, loss: 2.2380 2020-06-18 05:02:51,200 - mmaction - INFO - Epoch [67][2780/3134] lr: 0.00100, eta: 16:49:59, time: 0.589, data_time: 0.004, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7250, loss_cls: 2.2285, loss: 2.2285 2020-06-18 05:03:02,850 - mmaction - INFO - Epoch [67][2800/3134] lr: 0.00100, eta: 16:49:48, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7406, loss_cls: 2.1144, loss: 2.1144 2020-06-18 05:03:14,495 - mmaction - INFO - Epoch [67][2820/3134] lr: 0.00100, eta: 16:49:36, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7406, loss_cls: 2.2797, loss: 2.2797 2020-06-18 05:03:26,072 - mmaction - INFO - Epoch [67][2840/3134] lr: 0.00100, eta: 16:49:24, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7031, loss_cls: 2.3540, loss: 2.3540 2020-06-18 05:03:37,692 - mmaction - INFO - Epoch [67][2860/3134] lr: 0.00100, eta: 16:49:13, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7344, loss_cls: 2.1966, loss: 2.1966 2020-06-18 05:03:49,341 - mmaction - INFO - Epoch [67][2880/3134] lr: 0.00100, eta: 16:49:01, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7406, loss_cls: 2.1635, loss: 2.1635 2020-06-18 05:04:00,924 - mmaction - INFO - Epoch [67][2900/3134] lr: 0.00100, eta: 16:48:49, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7500, loss_cls: 2.0919, loss: 2.0919 2020-06-18 05:04:12,704 - mmaction - INFO - Epoch [67][2920/3134] lr: 0.00100, eta: 16:48:38, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7406, loss_cls: 2.2773, loss: 2.2773 2020-06-18 05:04:24,311 - mmaction - INFO - Epoch [67][2940/3134] lr: 0.00100, eta: 16:48:26, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7406, loss_cls: 2.1167, loss: 2.1167 2020-06-18 05:04:35,968 - mmaction - INFO - Epoch [67][2960/3134] lr: 0.00100, eta: 16:48:14, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7250, loss_cls: 2.2328, loss: 2.2328 2020-06-18 05:04:47,566 - mmaction - INFO - Epoch [67][2980/3134] lr: 0.00100, eta: 16:48:02, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7375, loss_cls: 2.1793, loss: 2.1793 2020-06-18 05:04:59,272 - mmaction - INFO - Epoch [67][3000/3134] lr: 0.00100, eta: 16:47:51, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7281, loss_cls: 2.2367, loss: 2.2367 2020-06-18 05:05:10,893 - mmaction - INFO - Epoch [67][3020/3134] lr: 0.00100, eta: 16:47:39, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7312, loss_cls: 2.1728, loss: 2.1728 2020-06-18 05:05:22,482 - mmaction - INFO - Epoch [67][3040/3134] lr: 0.00100, eta: 16:47:27, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7312, loss_cls: 2.1297, loss: 2.1297 2020-06-18 05:05:34,191 - mmaction - INFO - Epoch [67][3060/3134] lr: 0.00100, eta: 16:47:16, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7188, loss_cls: 2.2188, loss: 2.2188 2020-06-18 05:05:45,784 - mmaction - INFO - Epoch [67][3080/3134] lr: 0.00100, eta: 16:47:04, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.6937, loss_cls: 2.3290, loss: 2.3290 2020-06-18 05:05:57,401 - mmaction - INFO - Epoch [67][3100/3134] lr: 0.00100, eta: 16:46:52, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7562, loss_cls: 2.2044, loss: 2.2044 2020-06-18 05:06:09,106 - mmaction - INFO - Epoch [67][3120/3134] lr: 0.00100, eta: 16:46:41, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7312, loss_cls: 2.1963, loss: 2.1963 2020-06-18 05:06:46,511 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-18 05:06:47,767 - mmaction - INFO - top1_acc 0.2817 top5_acc 0.5336 2020-06-18 05:06:47,784 - mmaction - INFO - Epoch [67][3134/3134] lr: 0.00100, top1_acc: 0.2817, top5_acc: 0.5336 2020-06-18 05:07:03,063 - mmaction - INFO - Epoch [68][20/3134] lr: 0.00100, eta: 16:46:18, time: 0.763, data_time: 0.188, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7844, loss_cls: 2.0408, loss: 2.0408 2020-06-18 05:07:14,815 - mmaction - INFO - Epoch [68][40/3134] lr: 0.00100, eta: 16:46:07, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7812, loss_cls: 2.1254, loss: 2.1254 2020-06-18 05:07:26,449 - mmaction - INFO - Epoch [68][60/3134] lr: 0.00100, eta: 16:45:55, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7344, loss_cls: 2.1716, loss: 2.1716 2020-06-18 05:07:38,132 - mmaction - INFO - Epoch [68][80/3134] lr: 0.00100, eta: 16:45:43, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7562, loss_cls: 2.0674, loss: 2.0674 2020-06-18 05:07:49,734 - mmaction - INFO - Epoch [68][100/3134] lr: 0.00100, eta: 16:45:32, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7688, loss_cls: 2.0750, loss: 2.0750 2020-06-18 05:08:01,381 - mmaction - INFO - Epoch [68][120/3134] lr: 0.00100, eta: 16:45:20, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7469, loss_cls: 2.2122, loss: 2.2122 2020-06-18 05:08:13,041 - mmaction - INFO - Epoch [68][140/3134] lr: 0.00100, eta: 16:45:08, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7500, loss_cls: 2.1259, loss: 2.1259 2020-06-18 05:08:24,743 - mmaction - INFO - Epoch [68][160/3134] lr: 0.00100, eta: 16:44:57, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7406, loss_cls: 2.2423, loss: 2.2423 2020-06-18 05:08:36,414 - mmaction - INFO - Epoch [68][180/3134] lr: 0.00100, eta: 16:44:45, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7688, loss_cls: 2.0096, loss: 2.0096 2020-06-18 05:08:48,012 - mmaction - INFO - Epoch [68][200/3134] lr: 0.00100, eta: 16:44:33, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7281, loss_cls: 2.2609, loss: 2.2609 2020-06-18 05:08:59,770 - mmaction - INFO - Epoch [68][220/3134] lr: 0.00100, eta: 16:44:22, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7344, loss_cls: 2.2813, loss: 2.2813 2020-06-18 05:09:11,363 - mmaction - INFO - Epoch [68][240/3134] lr: 0.00100, eta: 16:44:10, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7594, loss_cls: 2.1948, loss: 2.1948 2020-06-18 05:09:23,055 - mmaction - INFO - Epoch [68][260/3134] lr: 0.00100, eta: 16:43:58, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7594, loss_cls: 2.0760, loss: 2.0760 2020-06-18 05:09:34,798 - mmaction - INFO - Epoch [68][280/3134] lr: 0.00100, eta: 16:43:47, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7094, loss_cls: 2.2421, loss: 2.2421 2020-06-18 05:09:46,409 - mmaction - INFO - Epoch [68][300/3134] lr: 0.00100, eta: 16:43:35, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7438, loss_cls: 2.2707, loss: 2.2707 2020-06-18 05:09:58,117 - mmaction - INFO - Epoch [68][320/3134] lr: 0.00100, eta: 16:43:23, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7875, loss_cls: 1.9356, loss: 1.9356 2020-06-18 05:10:09,878 - mmaction - INFO - Epoch [68][340/3134] lr: 0.00100, eta: 16:43:12, time: 0.589, data_time: 0.002, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7719, loss_cls: 2.0794, loss: 2.0794 2020-06-18 05:10:21,525 - mmaction - INFO - Epoch [68][360/3134] lr: 0.00100, eta: 16:43:00, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7688, loss_cls: 2.0331, loss: 2.0331 2020-06-18 05:10:33,136 - mmaction - INFO - Epoch [68][380/3134] lr: 0.00100, eta: 16:42:48, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7312, loss_cls: 2.2902, loss: 2.2902 2020-06-18 05:10:44,826 - mmaction - INFO - Epoch [68][400/3134] lr: 0.00100, eta: 16:42:36, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7562, loss_cls: 2.0493, loss: 2.0493 2020-06-18 05:10:56,560 - mmaction - INFO - Epoch [68][420/3134] lr: 0.00100, eta: 16:42:25, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7156, loss_cls: 2.3445, loss: 2.3445 2020-06-18 05:11:08,193 - mmaction - INFO - Epoch [68][440/3134] lr: 0.00100, eta: 16:42:13, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7344, loss_cls: 2.2039, loss: 2.2039 2020-06-18 05:11:19,809 - mmaction - INFO - Epoch [68][460/3134] lr: 0.00100, eta: 16:42:01, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7438, loss_cls: 2.2232, loss: 2.2232 2020-06-18 05:11:31,566 - mmaction - INFO - Epoch [68][480/3134] lr: 0.00100, eta: 16:41:50, time: 0.588, data_time: 0.001, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7281, loss_cls: 2.1521, loss: 2.1521 2020-06-18 05:11:43,217 - mmaction - INFO - Epoch [68][500/3134] lr: 0.00100, eta: 16:41:38, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7312, loss_cls: 2.2828, loss: 2.2828 2020-06-18 05:11:54,898 - mmaction - INFO - Epoch [68][520/3134] lr: 0.00100, eta: 16:41:26, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7219, loss_cls: 2.2690, loss: 2.2690 2020-06-18 05:12:06,620 - mmaction - INFO - Epoch [68][540/3134] lr: 0.00100, eta: 16:41:15, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7250, loss_cls: 2.2497, loss: 2.2497 2020-06-18 05:12:18,283 - mmaction - INFO - Epoch [68][560/3134] lr: 0.00100, eta: 16:41:03, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7156, loss_cls: 2.2322, loss: 2.2322 2020-06-18 05:12:29,905 - mmaction - INFO - Epoch [68][580/3134] lr: 0.00100, eta: 16:40:51, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4406, top5_acc: 0.6844, loss_cls: 2.4148, loss: 2.4148 2020-06-18 05:12:41,639 - mmaction - INFO - Epoch [68][600/3134] lr: 0.00100, eta: 16:40:40, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7719, loss_cls: 2.0364, loss: 2.0364 2020-06-18 05:12:53,237 - mmaction - INFO - Epoch [68][620/3134] lr: 0.00100, eta: 16:40:28, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7219, loss_cls: 2.2881, loss: 2.2881 2020-06-18 05:13:04,857 - mmaction - INFO - Epoch [68][640/3134] lr: 0.00100, eta: 16:40:16, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7281, loss_cls: 2.2966, loss: 2.2966 2020-06-18 05:13:16,515 - mmaction - INFO - Epoch [68][660/3134] lr: 0.00100, eta: 16:40:05, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7219, loss_cls: 2.2819, loss: 2.2819 2020-06-18 05:13:28,198 - mmaction - INFO - Epoch [68][680/3134] lr: 0.00100, eta: 16:39:53, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7500, loss_cls: 2.1242, loss: 2.1242 2020-06-18 05:13:39,814 - mmaction - INFO - Epoch [68][700/3134] lr: 0.00100, eta: 16:39:41, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7688, loss_cls: 2.0373, loss: 2.0373 2020-06-18 05:13:51,465 - mmaction - INFO - Epoch [68][720/3134] lr: 0.00100, eta: 16:39:29, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7875, loss_cls: 2.1209, loss: 2.1209 2020-06-18 05:14:03,110 - mmaction - INFO - Epoch [68][740/3134] lr: 0.00100, eta: 16:39:18, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7812, loss_cls: 1.9512, loss: 1.9512 2020-06-18 05:14:14,801 - mmaction - INFO - Epoch [68][760/3134] lr: 0.00100, eta: 16:39:06, time: 0.583, data_time: 0.000, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7312, loss_cls: 2.1214, loss: 2.1214 2020-06-18 05:14:26,485 - mmaction - INFO - Epoch [68][780/3134] lr: 0.00100, eta: 16:38:54, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7531, loss_cls: 2.0694, loss: 2.0694 2020-06-18 05:14:38,171 - mmaction - INFO - Epoch [68][800/3134] lr: 0.00100, eta: 16:38:43, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7625, loss_cls: 2.1976, loss: 2.1976 2020-06-18 05:14:49,795 - mmaction - INFO - Epoch [68][820/3134] lr: 0.00100, eta: 16:38:31, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7688, loss_cls: 2.1490, loss: 2.1490 2020-06-18 05:15:01,514 - mmaction - INFO - Epoch [68][840/3134] lr: 0.00100, eta: 16:38:19, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7219, loss_cls: 2.2398, loss: 2.2398 2020-06-18 05:15:13,113 - mmaction - INFO - Epoch [68][860/3134] lr: 0.00100, eta: 16:38:08, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5687, top5_acc: 0.7844, loss_cls: 1.9826, loss: 1.9826 2020-06-18 05:15:24,803 - mmaction - INFO - Epoch [68][880/3134] lr: 0.00100, eta: 16:37:56, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7844, loss_cls: 2.1161, loss: 2.1161 2020-06-18 05:15:36,471 - mmaction - INFO - Epoch [68][900/3134] lr: 0.00100, eta: 16:37:44, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7781, loss_cls: 2.0207, loss: 2.0207 2020-06-18 05:15:48,121 - mmaction - INFO - Epoch [68][920/3134] lr: 0.00100, eta: 16:37:33, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7812, loss_cls: 2.0074, loss: 2.0074 2020-06-18 05:15:59,800 - mmaction - INFO - Epoch [68][940/3134] lr: 0.00100, eta: 16:37:21, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7500, loss_cls: 2.1443, loss: 2.1443 2020-06-18 05:16:11,452 - mmaction - INFO - Epoch [68][960/3134] lr: 0.00100, eta: 16:37:09, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7469, loss_cls: 2.2801, loss: 2.2801 2020-06-18 05:16:23,091 - mmaction - INFO - Epoch [68][980/3134] lr: 0.00100, eta: 16:36:58, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7625, loss_cls: 2.1284, loss: 2.1284 2020-06-18 05:16:34,686 - mmaction - INFO - Epoch [68][1000/3134] lr: 0.00100, eta: 16:36:46, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7438, loss_cls: 2.1370, loss: 2.1370 2020-06-18 05:16:46,388 - mmaction - INFO - Epoch [68][1020/3134] lr: 0.00100, eta: 16:36:34, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7750, loss_cls: 2.0971, loss: 2.0971 2020-06-18 05:16:58,026 - mmaction - INFO - Epoch [68][1040/3134] lr: 0.00100, eta: 16:36:23, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7438, loss_cls: 2.1106, loss: 2.1106 2020-06-18 05:17:09,646 - mmaction - INFO - Epoch [68][1060/3134] lr: 0.00100, eta: 16:36:11, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7406, loss_cls: 2.2389, loss: 2.2389 2020-06-18 05:17:21,336 - mmaction - INFO - Epoch [68][1080/3134] lr: 0.00100, eta: 16:35:59, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7875, loss_cls: 1.9946, loss: 1.9946 2020-06-18 05:17:33,103 - mmaction - INFO - Epoch [68][1100/3134] lr: 0.00100, eta: 16:35:47, time: 0.589, data_time: 0.002, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7469, loss_cls: 2.1747, loss: 2.1747 2020-06-18 05:17:44,740 - mmaction - INFO - Epoch [68][1120/3134] lr: 0.00100, eta: 16:35:36, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.8031, loss_cls: 1.9903, loss: 1.9903 2020-06-18 05:17:56,368 - mmaction - INFO - Epoch [68][1140/3134] lr: 0.00100, eta: 16:35:24, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7844, loss_cls: 1.9975, loss: 1.9975 2020-06-18 05:18:08,004 - mmaction - INFO - Epoch [68][1160/3134] lr: 0.00100, eta: 16:35:12, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7625, loss_cls: 2.1739, loss: 2.1739 2020-06-18 05:18:19,742 - mmaction - INFO - Epoch [68][1180/3134] lr: 0.00100, eta: 16:35:01, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.4781, top5_acc: 0.6969, loss_cls: 2.3431, loss: 2.3431 2020-06-18 05:18:31,440 - mmaction - INFO - Epoch [68][1200/3134] lr: 0.00100, eta: 16:34:49, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7312, loss_cls: 2.3607, loss: 2.3607 2020-06-18 05:18:43,052 - mmaction - INFO - Epoch [68][1220/3134] lr: 0.00100, eta: 16:34:37, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7125, loss_cls: 2.2101, loss: 2.2101 2020-06-18 05:18:54,673 - mmaction - INFO - Epoch [68][1240/3134] lr: 0.00100, eta: 16:34:26, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7469, loss_cls: 2.1972, loss: 2.1972 2020-06-18 05:19:06,399 - mmaction - INFO - Epoch [68][1260/3134] lr: 0.00100, eta: 16:34:14, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7438, loss_cls: 2.1503, loss: 2.1503 2020-06-18 05:19:18,062 - mmaction - INFO - Epoch [68][1280/3134] lr: 0.00100, eta: 16:34:02, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7625, loss_cls: 2.1046, loss: 2.1046 2020-06-18 05:19:29,694 - mmaction - INFO - Epoch [68][1300/3134] lr: 0.00100, eta: 16:33:51, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7344, loss_cls: 2.1858, loss: 2.1858 2020-06-18 05:19:41,410 - mmaction - INFO - Epoch [68][1320/3134] lr: 0.00100, eta: 16:33:39, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7500, loss_cls: 2.1551, loss: 2.1551 2020-06-18 05:19:53,076 - mmaction - INFO - Epoch [68][1340/3134] lr: 0.00100, eta: 16:33:27, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7594, loss_cls: 2.1015, loss: 2.1015 2020-06-18 05:20:04,702 - mmaction - INFO - Epoch [68][1360/3134] lr: 0.00100, eta: 16:33:16, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7500, loss_cls: 2.1307, loss: 2.1307 2020-06-18 05:20:16,404 - mmaction - INFO - Epoch [68][1380/3134] lr: 0.00100, eta: 16:33:04, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.4500, top5_acc: 0.6750, loss_cls: 2.3608, loss: 2.3608 2020-06-18 05:20:28,117 - mmaction - INFO - Epoch [68][1400/3134] lr: 0.00100, eta: 16:32:52, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.6937, loss_cls: 2.3367, loss: 2.3367 2020-06-18 05:20:39,847 - mmaction - INFO - Epoch [68][1420/3134] lr: 0.00100, eta: 16:32:41, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7500, loss_cls: 2.1079, loss: 2.1079 2020-06-18 05:20:51,440 - mmaction - INFO - Epoch [68][1440/3134] lr: 0.00100, eta: 16:32:29, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4719, top5_acc: 0.6969, loss_cls: 2.3427, loss: 2.3427 2020-06-18 05:21:03,094 - mmaction - INFO - Epoch [68][1460/3134] lr: 0.00100, eta: 16:32:17, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7625, loss_cls: 2.1743, loss: 2.1743 2020-06-18 05:21:14,696 - mmaction - INFO - Epoch [68][1480/3134] lr: 0.00100, eta: 16:32:05, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7000, loss_cls: 2.3094, loss: 2.3094 2020-06-18 05:21:26,353 - mmaction - INFO - Epoch [68][1500/3134] lr: 0.00100, eta: 16:31:54, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7312, loss_cls: 2.1979, loss: 2.1979 2020-06-18 05:21:37,999 - mmaction - INFO - Epoch [68][1520/3134] lr: 0.00100, eta: 16:31:42, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7219, loss_cls: 2.3240, loss: 2.3240 2020-06-18 05:21:49,682 - mmaction - INFO - Epoch [68][1540/3134] lr: 0.00100, eta: 16:31:30, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7594, loss_cls: 2.1393, loss: 2.1393 2020-06-18 05:22:01,368 - mmaction - INFO - Epoch [68][1560/3134] lr: 0.00100, eta: 16:31:19, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7469, loss_cls: 2.0583, loss: 2.0583 2020-06-18 05:22:12,982 - mmaction - INFO - Epoch [68][1580/3134] lr: 0.00100, eta: 16:31:07, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7875, loss_cls: 2.0450, loss: 2.0450 2020-06-18 05:22:24,623 - mmaction - INFO - Epoch [68][1600/3134] lr: 0.00100, eta: 16:30:55, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7594, loss_cls: 2.1200, loss: 2.1200 2020-06-18 05:22:36,374 - mmaction - INFO - Epoch [68][1620/3134] lr: 0.00100, eta: 16:30:44, time: 0.589, data_time: 0.003, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7594, loss_cls: 2.1098, loss: 2.1098 2020-06-18 05:22:47,987 - mmaction - INFO - Epoch [68][1640/3134] lr: 0.00100, eta: 16:30:32, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7594, loss_cls: 2.0842, loss: 2.0842 2020-06-18 05:22:59,681 - mmaction - INFO - Epoch [68][1660/3134] lr: 0.00100, eta: 16:30:20, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7844, loss_cls: 2.0738, loss: 2.0738 2020-06-18 05:23:11,383 - mmaction - INFO - Epoch [68][1680/3134] lr: 0.00100, eta: 16:30:09, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7219, loss_cls: 2.3433, loss: 2.3433 2020-06-18 05:23:23,054 - mmaction - INFO - Epoch [68][1700/3134] lr: 0.00100, eta: 16:29:57, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7531, loss_cls: 2.0439, loss: 2.0439 2020-06-18 05:23:34,696 - mmaction - INFO - Epoch [68][1720/3134] lr: 0.00100, eta: 16:29:45, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7156, loss_cls: 2.2443, loss: 2.2443 2020-06-18 05:23:46,392 - mmaction - INFO - Epoch [68][1740/3134] lr: 0.00100, eta: 16:29:34, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7594, loss_cls: 2.0898, loss: 2.0898 2020-06-18 05:23:57,999 - mmaction - INFO - Epoch [68][1760/3134] lr: 0.00100, eta: 16:29:22, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7531, loss_cls: 2.0731, loss: 2.0731 2020-06-18 05:24:09,657 - mmaction - INFO - Epoch [68][1780/3134] lr: 0.00100, eta: 16:29:10, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7156, loss_cls: 2.2248, loss: 2.2248 2020-06-18 05:24:21,369 - mmaction - INFO - Epoch [68][1800/3134] lr: 0.00100, eta: 16:28:59, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7469, loss_cls: 2.1666, loss: 2.1666 2020-06-18 05:24:33,071 - mmaction - INFO - Epoch [68][1820/3134] lr: 0.00100, eta: 16:28:47, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7438, loss_cls: 2.1858, loss: 2.1858 2020-06-18 05:24:44,750 - mmaction - INFO - Epoch [68][1840/3134] lr: 0.00100, eta: 16:28:35, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7375, loss_cls: 2.1913, loss: 2.1913 2020-06-18 05:24:56,433 - mmaction - INFO - Epoch [68][1860/3134] lr: 0.00100, eta: 16:28:23, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7438, loss_cls: 2.2332, loss: 2.2332 2020-06-18 05:25:08,063 - mmaction - INFO - Epoch [68][1880/3134] lr: 0.00100, eta: 16:28:12, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7063, loss_cls: 2.3989, loss: 2.3989 2020-06-18 05:25:19,738 - mmaction - INFO - Epoch [68][1900/3134] lr: 0.00100, eta: 16:28:00, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7344, loss_cls: 2.2464, loss: 2.2464 2020-06-18 05:25:31,425 - mmaction - INFO - Epoch [68][1920/3134] lr: 0.00100, eta: 16:27:48, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7906, loss_cls: 1.9395, loss: 1.9395 2020-06-18 05:25:43,034 - mmaction - INFO - Epoch [68][1940/3134] lr: 0.00100, eta: 16:27:37, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7719, loss_cls: 2.1724, loss: 2.1724 2020-06-18 05:25:54,686 - mmaction - INFO - Epoch [68][1960/3134] lr: 0.00100, eta: 16:27:25, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7031, loss_cls: 2.2553, loss: 2.2553 2020-06-18 05:26:06,351 - mmaction - INFO - Epoch [68][1980/3134] lr: 0.00100, eta: 16:27:13, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7031, loss_cls: 2.3477, loss: 2.3477 2020-06-18 05:26:17,984 - mmaction - INFO - Epoch [68][2000/3134] lr: 0.00100, eta: 16:27:02, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7469, loss_cls: 2.3073, loss: 2.3073 2020-06-18 05:26:29,618 - mmaction - INFO - Epoch [68][2020/3134] lr: 0.00100, eta: 16:26:50, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7656, loss_cls: 2.0895, loss: 2.0895 2020-06-18 05:26:41,334 - mmaction - INFO - Epoch [68][2040/3134] lr: 0.00100, eta: 16:26:38, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7562, loss_cls: 2.1906, loss: 2.1906 2020-06-18 05:26:52,924 - mmaction - INFO - Epoch [68][2060/3134] lr: 0.00100, eta: 16:26:27, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7438, loss_cls: 2.0808, loss: 2.0808 2020-06-18 05:27:04,638 - mmaction - INFO - Epoch [68][2080/3134] lr: 0.00100, eta: 16:26:15, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7125, loss_cls: 2.3241, loss: 2.3241 2020-06-18 05:27:16,353 - mmaction - INFO - Epoch [68][2100/3134] lr: 0.00100, eta: 16:26:03, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7281, loss_cls: 2.3302, loss: 2.3302 2020-06-18 05:27:42,652 - mmaction - INFO - Epoch [68][2120/3134] lr: 0.00100, eta: 16:25:59, time: 1.315, data_time: 0.002, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7469, loss_cls: 2.2420, loss: 2.2420 2020-06-18 05:27:54,235 - mmaction - INFO - Epoch [68][2140/3134] lr: 0.00100, eta: 16:25:47, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7594, loss_cls: 2.2089, loss: 2.2089 2020-06-18 05:28:05,871 - mmaction - INFO - Epoch [68][2160/3134] lr: 0.00100, eta: 16:25:35, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7281, loss_cls: 2.2295, loss: 2.2295 2020-06-18 05:28:17,473 - mmaction - INFO - Epoch [68][2180/3134] lr: 0.00100, eta: 16:25:23, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7125, loss_cls: 2.3400, loss: 2.3400 2020-06-18 05:28:29,122 - mmaction - INFO - Epoch [68][2200/3134] lr: 0.00100, eta: 16:25:12, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7281, loss_cls: 2.3391, loss: 2.3391 2020-06-18 05:28:40,739 - mmaction - INFO - Epoch [68][2220/3134] lr: 0.00100, eta: 16:25:00, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7375, loss_cls: 2.1625, loss: 2.1625 2020-06-18 05:28:52,314 - mmaction - INFO - Epoch [68][2240/3134] lr: 0.00100, eta: 16:24:48, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7688, loss_cls: 2.1287, loss: 2.1287 2020-06-18 05:29:03,868 - mmaction - INFO - Epoch [68][2260/3134] lr: 0.00100, eta: 16:24:37, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7281, loss_cls: 2.2127, loss: 2.2127 2020-06-18 05:29:15,460 - mmaction - INFO - Epoch [68][2280/3134] lr: 0.00100, eta: 16:24:25, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7500, loss_cls: 2.2013, loss: 2.2013 2020-06-18 05:29:27,075 - mmaction - INFO - Epoch [68][2300/3134] lr: 0.00100, eta: 16:24:13, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7656, loss_cls: 2.0647, loss: 2.0647 2020-06-18 05:29:38,761 - mmaction - INFO - Epoch [68][2320/3134] lr: 0.00100, eta: 16:24:01, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7375, loss_cls: 2.2689, loss: 2.2689 2020-06-18 05:29:50,430 - mmaction - INFO - Epoch [68][2340/3134] lr: 0.00100, eta: 16:23:50, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7500, loss_cls: 2.1189, loss: 2.1189 2020-06-18 05:30:02,017 - mmaction - INFO - Epoch [68][2360/3134] lr: 0.00100, eta: 16:23:38, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7531, loss_cls: 2.2720, loss: 2.2720 2020-06-18 05:30:13,911 - mmaction - INFO - Epoch [68][2380/3134] lr: 0.00100, eta: 16:23:26, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7000, loss_cls: 2.3324, loss: 2.3324 2020-06-18 05:30:25,548 - mmaction - INFO - Epoch [68][2400/3134] lr: 0.00100, eta: 16:23:15, time: 0.591, data_time: 0.011, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7344, loss_cls: 2.2938, loss: 2.2938 2020-06-18 05:30:37,188 - mmaction - INFO - Epoch [68][2420/3134] lr: 0.00100, eta: 16:23:03, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7406, loss_cls: 2.1727, loss: 2.1727 2020-06-18 05:30:48,825 - mmaction - INFO - Epoch [68][2440/3134] lr: 0.00100, eta: 16:22:51, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.6844, loss_cls: 2.3630, loss: 2.3630 2020-06-18 05:31:00,453 - mmaction - INFO - Epoch [68][2460/3134] lr: 0.00100, eta: 16:22:40, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4313, top5_acc: 0.6750, loss_cls: 2.4687, loss: 2.4687 2020-06-18 05:31:12,115 - mmaction - INFO - Epoch [68][2480/3134] lr: 0.00100, eta: 16:22:28, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7531, loss_cls: 2.1939, loss: 2.1939 2020-06-18 05:31:23,733 - mmaction - INFO - Epoch [68][2500/3134] lr: 0.00100, eta: 16:22:16, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7125, loss_cls: 2.2828, loss: 2.2828 2020-06-18 05:31:35,404 - mmaction - INFO - Epoch [68][2520/3134] lr: 0.00100, eta: 16:22:05, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7312, loss_cls: 2.3108, loss: 2.3108 2020-06-18 05:31:47,035 - mmaction - INFO - Epoch [68][2540/3134] lr: 0.00100, eta: 16:21:53, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7875, loss_cls: 1.9445, loss: 1.9445 2020-06-18 05:31:58,648 - mmaction - INFO - Epoch [68][2560/3134] lr: 0.00100, eta: 16:21:41, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7219, loss_cls: 2.2374, loss: 2.2374 2020-06-18 05:32:10,282 - mmaction - INFO - Epoch [68][2580/3134] lr: 0.00100, eta: 16:21:29, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7312, loss_cls: 2.1668, loss: 2.1668 2020-06-18 05:32:21,892 - mmaction - INFO - Epoch [68][2600/3134] lr: 0.00100, eta: 16:21:18, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7188, loss_cls: 2.2748, loss: 2.2748 2020-06-18 05:32:33,486 - mmaction - INFO - Epoch [68][2620/3134] lr: 0.00100, eta: 16:21:06, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7781, loss_cls: 2.0078, loss: 2.0078 2020-06-18 05:32:45,105 - mmaction - INFO - Epoch [68][2640/3134] lr: 0.00100, eta: 16:20:54, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7719, loss_cls: 2.0283, loss: 2.0283 2020-06-18 05:32:56,804 - mmaction - INFO - Epoch [68][2660/3134] lr: 0.00100, eta: 16:20:43, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7719, loss_cls: 2.0436, loss: 2.0436 2020-06-18 05:33:08,473 - mmaction - INFO - Epoch [68][2680/3134] lr: 0.00100, eta: 16:20:31, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7375, loss_cls: 2.1909, loss: 2.1909 2020-06-18 05:33:20,116 - mmaction - INFO - Epoch [68][2700/3134] lr: 0.00100, eta: 16:20:19, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7750, loss_cls: 1.9977, loss: 1.9977 2020-06-18 05:33:31,741 - mmaction - INFO - Epoch [68][2720/3134] lr: 0.00100, eta: 16:20:08, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7594, loss_cls: 2.2282, loss: 2.2282 2020-06-18 05:33:43,426 - mmaction - INFO - Epoch [68][2740/3134] lr: 0.00100, eta: 16:19:56, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7000, loss_cls: 2.2687, loss: 2.2687 2020-06-18 05:33:55,035 - mmaction - INFO - Epoch [68][2760/3134] lr: 0.00100, eta: 16:19:44, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7937, loss_cls: 2.0211, loss: 2.0211 2020-06-18 05:34:06,715 - mmaction - INFO - Epoch [68][2780/3134] lr: 0.00100, eta: 16:19:32, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7625, loss_cls: 2.1622, loss: 2.1622 2020-06-18 05:34:18,420 - mmaction - INFO - Epoch [68][2800/3134] lr: 0.00100, eta: 16:19:21, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7375, loss_cls: 2.1402, loss: 2.1402 2020-06-18 05:34:30,057 - mmaction - INFO - Epoch [68][2820/3134] lr: 0.00100, eta: 16:19:09, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7812, loss_cls: 1.9618, loss: 1.9618 2020-06-18 05:34:41,714 - mmaction - INFO - Epoch [68][2840/3134] lr: 0.00100, eta: 16:18:57, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7406, loss_cls: 2.1458, loss: 2.1458 2020-06-18 05:34:53,378 - mmaction - INFO - Epoch [68][2860/3134] lr: 0.00100, eta: 16:18:46, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7719, loss_cls: 1.9616, loss: 1.9616 2020-06-18 05:35:05,025 - mmaction - INFO - Epoch [68][2880/3134] lr: 0.00100, eta: 16:18:34, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7500, loss_cls: 2.1326, loss: 2.1326 2020-06-18 05:35:16,541 - mmaction - INFO - Epoch [68][2900/3134] lr: 0.00100, eta: 16:18:22, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7250, loss_cls: 2.2790, loss: 2.2790 2020-06-18 05:35:28,218 - mmaction - INFO - Epoch [68][2920/3134] lr: 0.00100, eta: 16:18:11, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7125, loss_cls: 2.3042, loss: 2.3042 2020-06-18 05:35:39,843 - mmaction - INFO - Epoch [68][2940/3134] lr: 0.00100, eta: 16:17:59, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7875, loss_cls: 2.0375, loss: 2.0375 2020-06-18 05:35:51,516 - mmaction - INFO - Epoch [68][2960/3134] lr: 0.00100, eta: 16:17:47, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7594, loss_cls: 2.2280, loss: 2.2280 2020-06-18 05:36:03,128 - mmaction - INFO - Epoch [68][2980/3134] lr: 0.00100, eta: 16:17:35, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7562, loss_cls: 2.0693, loss: 2.0693 2020-06-18 05:36:14,790 - mmaction - INFO - Epoch [68][3000/3134] lr: 0.00100, eta: 16:17:24, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7688, loss_cls: 2.1010, loss: 2.1010 2020-06-18 05:36:26,515 - mmaction - INFO - Epoch [68][3020/3134] lr: 0.00100, eta: 16:17:12, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7406, loss_cls: 2.2072, loss: 2.2072 2020-06-18 05:36:38,233 - mmaction - INFO - Epoch [68][3040/3134] lr: 0.00100, eta: 16:17:00, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7438, loss_cls: 2.1354, loss: 2.1354 2020-06-18 05:36:49,980 - mmaction - INFO - Epoch [68][3060/3134] lr: 0.00100, eta: 16:16:49, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7500, loss_cls: 2.2004, loss: 2.2004 2020-06-18 05:37:01,627 - mmaction - INFO - Epoch [68][3080/3134] lr: 0.00100, eta: 16:16:37, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7406, loss_cls: 2.1714, loss: 2.1714 2020-06-18 05:37:13,223 - mmaction - INFO - Epoch [68][3100/3134] lr: 0.00100, eta: 16:16:25, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7375, loss_cls: 2.2548, loss: 2.2548 2020-06-18 05:37:24,796 - mmaction - INFO - Epoch [68][3120/3134] lr: 0.00100, eta: 16:16:14, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7469, loss_cls: 2.2007, loss: 2.2007 2020-06-18 05:37:59,329 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-18 05:38:00,584 - mmaction - INFO - top1_acc 0.2801 top5_acc 0.5293 2020-06-18 05:38:00,601 - mmaction - INFO - Epoch [68][3134/3134] lr: 0.00100, top1_acc: 0.2801, top5_acc: 0.5293 2020-06-18 05:38:16,051 - mmaction - INFO - Epoch [69][20/3134] lr: 0.00100, eta: 16:15:52, time: 0.772, data_time: 0.191, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7500, loss_cls: 2.3100, loss: 2.3100 2020-06-18 05:38:28,194 - mmaction - INFO - Epoch [69][40/3134] lr: 0.00100, eta: 16:15:40, time: 0.606, data_time: 0.022, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7656, loss_cls: 1.9581, loss: 1.9581 2020-06-18 05:38:39,878 - mmaction - INFO - Epoch [69][60/3134] lr: 0.00100, eta: 16:15:29, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7375, loss_cls: 2.1854, loss: 2.1854 2020-06-18 05:38:51,496 - mmaction - INFO - Epoch [69][80/3134] lr: 0.00100, eta: 16:15:17, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7562, loss_cls: 2.0413, loss: 2.0413 2020-06-18 05:39:03,158 - mmaction - INFO - Epoch [69][100/3134] lr: 0.00100, eta: 16:15:05, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7125, loss_cls: 2.2367, loss: 2.2367 2020-06-18 05:39:14,958 - mmaction - INFO - Epoch [69][120/3134] lr: 0.00100, eta: 16:14:54, time: 0.591, data_time: 0.003, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7781, loss_cls: 2.0242, loss: 2.0242 2020-06-18 05:39:26,664 - mmaction - INFO - Epoch [69][140/3134] lr: 0.00100, eta: 16:14:42, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7562, loss_cls: 2.1278, loss: 2.1278 2020-06-18 05:39:38,322 - mmaction - INFO - Epoch [69][160/3134] lr: 0.00100, eta: 16:14:30, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7781, loss_cls: 2.0761, loss: 2.0761 2020-06-18 05:39:49,990 - mmaction - INFO - Epoch [69][180/3134] lr: 0.00100, eta: 16:14:19, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7594, loss_cls: 2.2054, loss: 2.2054 2020-06-18 05:40:01,616 - mmaction - INFO - Epoch [69][200/3134] lr: 0.00100, eta: 16:14:07, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7375, loss_cls: 2.0752, loss: 2.0752 2020-06-18 05:40:13,711 - mmaction - INFO - Epoch [69][220/3134] lr: 0.00100, eta: 16:13:55, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7531, loss_cls: 2.1092, loss: 2.1092 2020-06-18 05:40:25,370 - mmaction - INFO - Epoch [69][240/3134] lr: 0.00100, eta: 16:13:44, time: 0.608, data_time: 0.027, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7281, loss_cls: 2.1565, loss: 2.1565 2020-06-18 05:40:37,052 - mmaction - INFO - Epoch [69][260/3134] lr: 0.00100, eta: 16:13:32, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7469, loss_cls: 2.1754, loss: 2.1754 2020-06-18 05:40:48,648 - mmaction - INFO - Epoch [69][280/3134] lr: 0.00100, eta: 16:13:20, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7438, loss_cls: 2.1782, loss: 2.1782 2020-06-18 05:41:00,281 - mmaction - INFO - Epoch [69][300/3134] lr: 0.00100, eta: 16:13:09, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7094, loss_cls: 2.3272, loss: 2.3272 2020-06-18 05:41:11,865 - mmaction - INFO - Epoch [69][320/3134] lr: 0.00100, eta: 16:12:57, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7656, loss_cls: 2.0685, loss: 2.0685 2020-06-18 05:41:23,506 - mmaction - INFO - Epoch [69][340/3134] lr: 0.00100, eta: 16:12:45, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7281, loss_cls: 2.2115, loss: 2.2115 2020-06-18 05:41:35,178 - mmaction - INFO - Epoch [69][360/3134] lr: 0.00100, eta: 16:12:33, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 2.1874, loss: 2.1874 2020-06-18 05:41:46,855 - mmaction - INFO - Epoch [69][380/3134] lr: 0.00100, eta: 16:12:22, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7156, loss_cls: 2.3495, loss: 2.3495 2020-06-18 05:41:58,483 - mmaction - INFO - Epoch [69][400/3134] lr: 0.00100, eta: 16:12:10, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7125, loss_cls: 2.2492, loss: 2.2492 2020-06-18 05:42:10,138 - mmaction - INFO - Epoch [69][420/3134] lr: 0.00100, eta: 16:11:58, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 2.1321, loss: 2.1321 2020-06-18 05:42:21,756 - mmaction - INFO - Epoch [69][440/3134] lr: 0.00100, eta: 16:11:47, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7594, loss_cls: 2.1450, loss: 2.1450 2020-06-18 05:42:33,457 - mmaction - INFO - Epoch [69][460/3134] lr: 0.00100, eta: 16:11:35, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7094, loss_cls: 2.3516, loss: 2.3516 2020-06-18 05:42:45,056 - mmaction - INFO - Epoch [69][480/3134] lr: 0.00100, eta: 16:11:23, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7312, loss_cls: 2.1315, loss: 2.1315 2020-06-18 05:42:56,721 - mmaction - INFO - Epoch [69][500/3134] lr: 0.00100, eta: 16:11:12, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7531, loss_cls: 2.0615, loss: 2.0615 2020-06-18 05:43:08,389 - mmaction - INFO - Epoch [69][520/3134] lr: 0.00100, eta: 16:11:00, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7375, loss_cls: 2.2428, loss: 2.2428 2020-06-18 05:43:20,068 - mmaction - INFO - Epoch [69][540/3134] lr: 0.00100, eta: 16:10:48, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7156, loss_cls: 2.2958, loss: 2.2958 2020-06-18 05:43:31,687 - mmaction - INFO - Epoch [69][560/3134] lr: 0.00100, eta: 16:10:37, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7906, loss_cls: 1.9814, loss: 1.9814 2020-06-18 05:43:43,349 - mmaction - INFO - Epoch [69][580/3134] lr: 0.00100, eta: 16:10:25, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7125, loss_cls: 2.2791, loss: 2.2791 2020-06-18 05:43:54,999 - mmaction - INFO - Epoch [69][600/3134] lr: 0.00100, eta: 16:10:13, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7594, loss_cls: 2.0885, loss: 2.0885 2020-06-18 05:44:06,774 - mmaction - INFO - Epoch [69][620/3134] lr: 0.00100, eta: 16:10:02, time: 0.588, data_time: 0.000, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7781, loss_cls: 2.0183, loss: 2.0183 2020-06-18 05:44:18,398 - mmaction - INFO - Epoch [69][640/3134] lr: 0.00100, eta: 16:09:50, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7594, loss_cls: 2.0590, loss: 2.0590 2020-06-18 05:44:29,971 - mmaction - INFO - Epoch [69][660/3134] lr: 0.00100, eta: 16:09:38, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7344, loss_cls: 2.2516, loss: 2.2516 2020-06-18 05:44:41,629 - mmaction - INFO - Epoch [69][680/3134] lr: 0.00100, eta: 16:09:26, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7625, loss_cls: 2.0841, loss: 2.0841 2020-06-18 05:44:53,292 - mmaction - INFO - Epoch [69][700/3134] lr: 0.00100, eta: 16:09:15, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7469, loss_cls: 2.1636, loss: 2.1636 2020-06-18 05:45:04,917 - mmaction - INFO - Epoch [69][720/3134] lr: 0.00100, eta: 16:09:03, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7500, loss_cls: 2.2373, loss: 2.2373 2020-06-18 05:45:16,551 - mmaction - INFO - Epoch [69][740/3134] lr: 0.00100, eta: 16:08:51, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7875, loss_cls: 2.0877, loss: 2.0877 2020-06-18 05:45:28,195 - mmaction - INFO - Epoch [69][760/3134] lr: 0.00100, eta: 16:08:40, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7500, loss_cls: 2.0249, loss: 2.0249 2020-06-18 05:45:39,906 - mmaction - INFO - Epoch [69][780/3134] lr: 0.00100, eta: 16:08:28, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7750, loss_cls: 2.1419, loss: 2.1419 2020-06-18 05:45:51,626 - mmaction - INFO - Epoch [69][800/3134] lr: 0.00100, eta: 16:08:16, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7844, loss_cls: 1.9694, loss: 1.9694 2020-06-18 05:46:03,240 - mmaction - INFO - Epoch [69][820/3134] lr: 0.00100, eta: 16:08:05, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7656, loss_cls: 2.1187, loss: 2.1187 2020-06-18 05:46:14,920 - mmaction - INFO - Epoch [69][840/3134] lr: 0.00100, eta: 16:07:53, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7312, loss_cls: 2.2165, loss: 2.2165 2020-06-18 05:46:26,591 - mmaction - INFO - Epoch [69][860/3134] lr: 0.00100, eta: 16:07:41, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7031, loss_cls: 2.2638, loss: 2.2638 2020-06-18 05:46:38,251 - mmaction - INFO - Epoch [69][880/3134] lr: 0.00100, eta: 16:07:30, time: 0.583, data_time: 0.000, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7031, loss_cls: 2.3450, loss: 2.3450 2020-06-18 05:46:49,901 - mmaction - INFO - Epoch [69][900/3134] lr: 0.00100, eta: 16:07:18, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7250, loss_cls: 2.2974, loss: 2.2974 2020-06-18 05:47:01,484 - mmaction - INFO - Epoch [69][920/3134] lr: 0.00100, eta: 16:07:06, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7156, loss_cls: 2.3436, loss: 2.3436 2020-06-18 05:47:13,046 - mmaction - INFO - Epoch [69][940/3134] lr: 0.00100, eta: 16:06:54, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7531, loss_cls: 2.1265, loss: 2.1265 2020-06-18 05:47:24,753 - mmaction - INFO - Epoch [69][960/3134] lr: 0.00100, eta: 16:06:43, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7312, loss_cls: 2.2991, loss: 2.2991 2020-06-18 05:47:36,391 - mmaction - INFO - Epoch [69][980/3134] lr: 0.00100, eta: 16:06:31, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7438, loss_cls: 2.0855, loss: 2.0855 2020-06-18 05:47:48,052 - mmaction - INFO - Epoch [69][1000/3134] lr: 0.00100, eta: 16:06:19, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7500, loss_cls: 2.1869, loss: 2.1869 2020-06-18 05:47:59,763 - mmaction - INFO - Epoch [69][1020/3134] lr: 0.00100, eta: 16:06:08, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7750, loss_cls: 2.0280, loss: 2.0280 2020-06-18 05:48:11,389 - mmaction - INFO - Epoch [69][1040/3134] lr: 0.00100, eta: 16:05:56, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7625, loss_cls: 2.1232, loss: 2.1232 2020-06-18 05:48:23,101 - mmaction - INFO - Epoch [69][1060/3134] lr: 0.00100, eta: 16:05:44, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7281, loss_cls: 2.1422, loss: 2.1422 2020-06-18 05:48:34,756 - mmaction - INFO - Epoch [69][1080/3134] lr: 0.00100, eta: 16:05:33, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7750, loss_cls: 2.1935, loss: 2.1935 2020-06-18 05:48:46,411 - mmaction - INFO - Epoch [69][1100/3134] lr: 0.00100, eta: 16:05:21, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7219, loss_cls: 2.2540, loss: 2.2540 2020-06-18 05:48:58,019 - mmaction - INFO - Epoch [69][1120/3134] lr: 0.00100, eta: 16:05:09, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7469, loss_cls: 2.2398, loss: 2.2398 2020-06-18 05:49:09,684 - mmaction - INFO - Epoch [69][1140/3134] lr: 0.00100, eta: 16:04:58, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7250, loss_cls: 2.2677, loss: 2.2677 2020-06-18 05:49:21,293 - mmaction - INFO - Epoch [69][1160/3134] lr: 0.00100, eta: 16:04:46, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7219, loss_cls: 2.2521, loss: 2.2521 2020-06-18 05:49:33,061 - mmaction - INFO - Epoch [69][1180/3134] lr: 0.00100, eta: 16:04:34, time: 0.587, data_time: 0.000, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7438, loss_cls: 2.2302, loss: 2.2302 2020-06-18 05:49:44,628 - mmaction - INFO - Epoch [69][1200/3134] lr: 0.00100, eta: 16:04:22, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7063, loss_cls: 2.2488, loss: 2.2488 2020-06-18 05:49:56,272 - mmaction - INFO - Epoch [69][1220/3134] lr: 0.00100, eta: 16:04:11, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7969, loss_cls: 1.9873, loss: 1.9873 2020-06-18 05:50:07,900 - mmaction - INFO - Epoch [69][1240/3134] lr: 0.00100, eta: 16:03:59, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7063, loss_cls: 2.3825, loss: 2.3825 2020-06-18 05:50:19,498 - mmaction - INFO - Epoch [69][1260/3134] lr: 0.00100, eta: 16:03:47, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7688, loss_cls: 2.0456, loss: 2.0456 2020-06-18 05:50:31,161 - mmaction - INFO - Epoch [69][1280/3134] lr: 0.00100, eta: 16:03:36, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7656, loss_cls: 2.1480, loss: 2.1480 2020-06-18 05:50:42,821 - mmaction - INFO - Epoch [69][1300/3134] lr: 0.00100, eta: 16:03:24, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7781, loss_cls: 2.0321, loss: 2.0321 2020-06-18 05:50:54,425 - mmaction - INFO - Epoch [69][1320/3134] lr: 0.00100, eta: 16:03:12, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7594, loss_cls: 2.1585, loss: 2.1585 2020-06-18 05:51:06,116 - mmaction - INFO - Epoch [69][1340/3134] lr: 0.00100, eta: 16:03:01, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7312, loss_cls: 2.2016, loss: 2.2016 2020-06-18 05:51:17,738 - mmaction - INFO - Epoch [69][1360/3134] lr: 0.00100, eta: 16:02:49, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7125, loss_cls: 2.2989, loss: 2.2989 2020-06-18 05:51:29,449 - mmaction - INFO - Epoch [69][1380/3134] lr: 0.00100, eta: 16:02:37, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7250, loss_cls: 2.2644, loss: 2.2644 2020-06-18 05:51:41,038 - mmaction - INFO - Epoch [69][1400/3134] lr: 0.00100, eta: 16:02:25, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7562, loss_cls: 2.0169, loss: 2.0169 2020-06-18 05:51:52,656 - mmaction - INFO - Epoch [69][1420/3134] lr: 0.00100, eta: 16:02:14, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7281, loss_cls: 2.2389, loss: 2.2389 2020-06-18 05:52:04,265 - mmaction - INFO - Epoch [69][1440/3134] lr: 0.00100, eta: 16:02:02, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7906, loss_cls: 1.9099, loss: 1.9099 2020-06-18 05:52:15,904 - mmaction - INFO - Epoch [69][1460/3134] lr: 0.00100, eta: 16:01:50, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7594, loss_cls: 2.1622, loss: 2.1622 2020-06-18 05:52:27,515 - mmaction - INFO - Epoch [69][1480/3134] lr: 0.00100, eta: 16:01:39, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.4531, top5_acc: 0.6937, loss_cls: 2.3964, loss: 2.3964 2020-06-18 05:52:39,058 - mmaction - INFO - Epoch [69][1500/3134] lr: 0.00100, eta: 16:01:27, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7562, loss_cls: 2.1035, loss: 2.1035 2020-06-18 05:52:50,775 - mmaction - INFO - Epoch [69][1520/3134] lr: 0.00100, eta: 16:01:15, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7406, loss_cls: 2.1831, loss: 2.1831 2020-06-18 05:53:02,381 - mmaction - INFO - Epoch [69][1540/3134] lr: 0.00100, eta: 16:01:04, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7906, loss_cls: 1.9164, loss: 1.9164 2020-06-18 05:53:14,026 - mmaction - INFO - Epoch [69][1560/3134] lr: 0.00100, eta: 16:00:52, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7406, loss_cls: 2.2319, loss: 2.2319 2020-06-18 05:53:25,742 - mmaction - INFO - Epoch [69][1580/3134] lr: 0.00100, eta: 16:00:40, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7438, loss_cls: 2.1026, loss: 2.1026 2020-06-18 05:53:37,467 - mmaction - INFO - Epoch [69][1600/3134] lr: 0.00100, eta: 16:00:29, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7531, loss_cls: 2.1984, loss: 2.1984 2020-06-18 05:53:49,096 - mmaction - INFO - Epoch [69][1620/3134] lr: 0.00100, eta: 16:00:17, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7500, loss_cls: 2.2079, loss: 2.2079 2020-06-18 05:54:00,758 - mmaction - INFO - Epoch [69][1640/3134] lr: 0.00100, eta: 16:00:05, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7594, loss_cls: 2.1802, loss: 2.1802 2020-06-18 05:54:12,407 - mmaction - INFO - Epoch [69][1660/3134] lr: 0.00100, eta: 15:59:53, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7344, loss_cls: 2.1602, loss: 2.1602 2020-06-18 05:54:24,039 - mmaction - INFO - Epoch [69][1680/3134] lr: 0.00100, eta: 15:59:42, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7406, loss_cls: 2.2289, loss: 2.2289 2020-06-18 05:54:35,706 - mmaction - INFO - Epoch [69][1700/3134] lr: 0.00100, eta: 15:59:30, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.1960, loss: 2.1960 2020-06-18 05:54:47,313 - mmaction - INFO - Epoch [69][1720/3134] lr: 0.00100, eta: 15:59:18, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7469, loss_cls: 2.0725, loss: 2.0725 2020-06-18 05:54:59,071 - mmaction - INFO - Epoch [69][1740/3134] lr: 0.00100, eta: 15:59:07, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7688, loss_cls: 2.1337, loss: 2.1337 2020-06-18 05:55:10,752 - mmaction - INFO - Epoch [69][1760/3134] lr: 0.00100, eta: 15:58:55, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7469, loss_cls: 2.0527, loss: 2.0527 2020-06-18 05:55:22,380 - mmaction - INFO - Epoch [69][1780/3134] lr: 0.00100, eta: 15:58:43, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7781, loss_cls: 1.9631, loss: 1.9631 2020-06-18 05:55:34,022 - mmaction - INFO - Epoch [69][1800/3134] lr: 0.00100, eta: 15:58:32, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7500, loss_cls: 2.2293, loss: 2.2293 2020-06-18 05:55:45,635 - mmaction - INFO - Epoch [69][1820/3134] lr: 0.00100, eta: 15:58:20, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7156, loss_cls: 2.3158, loss: 2.3158 2020-06-18 05:55:57,317 - mmaction - INFO - Epoch [69][1840/3134] lr: 0.00100, eta: 15:58:08, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.6844, loss_cls: 2.3800, loss: 2.3800 2020-06-18 05:56:09,041 - mmaction - INFO - Epoch [69][1860/3134] lr: 0.00100, eta: 15:57:57, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7688, loss_cls: 2.1046, loss: 2.1046 2020-06-18 05:56:20,699 - mmaction - INFO - Epoch [69][1880/3134] lr: 0.00100, eta: 15:57:45, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7375, loss_cls: 2.0675, loss: 2.0675 2020-06-18 05:56:32,400 - mmaction - INFO - Epoch [69][1900/3134] lr: 0.00100, eta: 15:57:33, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7688, loss_cls: 2.1385, loss: 2.1385 2020-06-18 05:56:44,071 - mmaction - INFO - Epoch [69][1920/3134] lr: 0.00100, eta: 15:57:22, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7562, loss_cls: 2.0929, loss: 2.0929 2020-06-18 05:56:55,735 - mmaction - INFO - Epoch [69][1940/3134] lr: 0.00100, eta: 15:57:10, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7656, loss_cls: 2.0765, loss: 2.0765 2020-06-18 05:57:07,363 - mmaction - INFO - Epoch [69][1960/3134] lr: 0.00100, eta: 15:56:58, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7312, loss_cls: 2.2919, loss: 2.2919 2020-06-18 05:57:19,071 - mmaction - INFO - Epoch [69][1980/3134] lr: 0.00100, eta: 15:56:46, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7562, loss_cls: 2.1863, loss: 2.1863 2020-06-18 05:57:30,732 - mmaction - INFO - Epoch [69][2000/3134] lr: 0.00100, eta: 15:56:35, time: 0.584, data_time: 0.005, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7281, loss_cls: 2.1992, loss: 2.1992 2020-06-18 05:57:42,330 - mmaction - INFO - Epoch [69][2020/3134] lr: 0.00100, eta: 15:56:23, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7438, loss_cls: 2.1371, loss: 2.1371 2020-06-18 05:57:54,051 - mmaction - INFO - Epoch [69][2040/3134] lr: 0.00100, eta: 15:56:11, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7469, loss_cls: 2.2055, loss: 2.2055 2020-06-18 05:58:05,751 - mmaction - INFO - Epoch [69][2060/3134] lr: 0.00100, eta: 15:56:00, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7250, loss_cls: 2.3146, loss: 2.3146 2020-06-18 05:58:17,429 - mmaction - INFO - Epoch [69][2080/3134] lr: 0.00100, eta: 15:55:48, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7531, loss_cls: 2.2049, loss: 2.2049 2020-06-18 05:58:29,024 - mmaction - INFO - Epoch [69][2100/3134] lr: 0.00100, eta: 15:55:36, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7656, loss_cls: 2.1147, loss: 2.1147 2020-06-18 05:58:40,691 - mmaction - INFO - Epoch [69][2120/3134] lr: 0.00100, eta: 15:55:25, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5344, top5_acc: 0.8000, loss_cls: 1.9548, loss: 1.9548 2020-06-18 05:58:52,299 - mmaction - INFO - Epoch [69][2140/3134] lr: 0.00100, eta: 15:55:13, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7219, loss_cls: 2.2492, loss: 2.2492 2020-06-18 05:59:03,911 - mmaction - INFO - Epoch [69][2160/3134] lr: 0.00100, eta: 15:55:01, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7781, loss_cls: 2.0479, loss: 2.0479 2020-06-18 05:59:15,536 - mmaction - INFO - Epoch [69][2180/3134] lr: 0.00100, eta: 15:54:50, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7219, loss_cls: 2.2894, loss: 2.2894 2020-06-18 05:59:27,156 - mmaction - INFO - Epoch [69][2200/3134] lr: 0.00100, eta: 15:54:38, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7469, loss_cls: 2.0941, loss: 2.0941 2020-06-18 05:59:38,808 - mmaction - INFO - Epoch [69][2220/3134] lr: 0.00100, eta: 15:54:26, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7438, loss_cls: 2.2332, loss: 2.2332 2020-06-18 05:59:50,468 - mmaction - INFO - Epoch [69][2240/3134] lr: 0.00100, eta: 15:54:14, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7281, loss_cls: 2.3689, loss: 2.3689 2020-06-18 06:00:02,241 - mmaction - INFO - Epoch [69][2260/3134] lr: 0.00100, eta: 15:54:03, time: 0.590, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7094, loss_cls: 2.3783, loss: 2.3783 2020-06-18 06:00:14,884 - mmaction - INFO - Epoch [69][2280/3134] lr: 0.00100, eta: 15:53:52, time: 0.632, data_time: 0.001, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7312, loss_cls: 2.1855, loss: 2.1855 2020-06-18 06:00:26,704 - mmaction - INFO - Epoch [69][2300/3134] lr: 0.00100, eta: 15:53:40, time: 0.591, data_time: 0.002, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7500, loss_cls: 2.1991, loss: 2.1991 2020-06-18 06:00:38,347 - mmaction - INFO - Epoch [69][2320/3134] lr: 0.00100, eta: 15:53:28, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7906, loss_cls: 1.9209, loss: 1.9209 2020-06-18 06:00:50,041 - mmaction - INFO - Epoch [69][2340/3134] lr: 0.00100, eta: 15:53:17, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7312, loss_cls: 2.3821, loss: 2.3821 2020-06-18 06:01:01,688 - mmaction - INFO - Epoch [69][2360/3134] lr: 0.00100, eta: 15:53:05, time: 0.582, data_time: 0.005, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7156, loss_cls: 2.2778, loss: 2.2778 2020-06-18 06:01:13,333 - mmaction - INFO - Epoch [69][2380/3134] lr: 0.00100, eta: 15:52:53, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7531, loss_cls: 2.2711, loss: 2.2711 2020-06-18 06:01:25,028 - mmaction - INFO - Epoch [69][2400/3134] lr: 0.00100, eta: 15:52:42, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7281, loss_cls: 2.3572, loss: 2.3572 2020-06-18 06:01:36,734 - mmaction - INFO - Epoch [69][2420/3134] lr: 0.00100, eta: 15:52:30, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7750, loss_cls: 2.1286, loss: 2.1286 2020-06-18 06:01:48,353 - mmaction - INFO - Epoch [69][2440/3134] lr: 0.00100, eta: 15:52:18, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4219, top5_acc: 0.6844, loss_cls: 2.3517, loss: 2.3517 2020-06-18 06:02:00,075 - mmaction - INFO - Epoch [69][2460/3134] lr: 0.00100, eta: 15:52:06, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7406, loss_cls: 2.1433, loss: 2.1433 2020-06-18 06:02:11,781 - mmaction - INFO - Epoch [69][2480/3134] lr: 0.00100, eta: 15:51:55, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7531, loss_cls: 2.0962, loss: 2.0962 2020-06-18 06:02:23,456 - mmaction - INFO - Epoch [69][2500/3134] lr: 0.00100, eta: 15:51:43, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7125, loss_cls: 2.2884, loss: 2.2884 2020-06-18 06:02:35,136 - mmaction - INFO - Epoch [69][2520/3134] lr: 0.00100, eta: 15:51:31, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7750, loss_cls: 2.1090, loss: 2.1090 2020-06-18 06:02:46,751 - mmaction - INFO - Epoch [69][2540/3134] lr: 0.00100, eta: 15:51:20, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7531, loss_cls: 2.1741, loss: 2.1741 2020-06-18 06:02:58,390 - mmaction - INFO - Epoch [69][2560/3134] lr: 0.00100, eta: 15:51:08, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7281, loss_cls: 2.2774, loss: 2.2774 2020-06-18 06:03:10,044 - mmaction - INFO - Epoch [69][2580/3134] lr: 0.00100, eta: 15:50:56, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7750, loss_cls: 2.0761, loss: 2.0761 2020-06-18 06:03:21,662 - mmaction - INFO - Epoch [69][2600/3134] lr: 0.00100, eta: 15:50:45, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7312, loss_cls: 2.3190, loss: 2.3190 2020-06-18 06:03:33,254 - mmaction - INFO - Epoch [69][2620/3134] lr: 0.00100, eta: 15:50:33, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7438, loss_cls: 2.1968, loss: 2.1968 2020-06-18 06:03:44,883 - mmaction - INFO - Epoch [69][2640/3134] lr: 0.00100, eta: 15:50:21, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4281, top5_acc: 0.7500, loss_cls: 2.3138, loss: 2.3138 2020-06-18 06:03:56,582 - mmaction - INFO - Epoch [69][2660/3134] lr: 0.00100, eta: 15:50:10, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7625, loss_cls: 1.9929, loss: 1.9929 2020-06-18 06:04:08,171 - mmaction - INFO - Epoch [69][2680/3134] lr: 0.00100, eta: 15:49:58, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7500, loss_cls: 2.1946, loss: 2.1946 2020-06-18 06:04:19,834 - mmaction - INFO - Epoch [69][2700/3134] lr: 0.00100, eta: 15:49:46, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7875, loss_cls: 2.0049, loss: 2.0049 2020-06-18 06:04:31,473 - mmaction - INFO - Epoch [69][2720/3134] lr: 0.00100, eta: 15:49:34, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7844, loss_cls: 2.0268, loss: 2.0268 2020-06-18 06:04:43,060 - mmaction - INFO - Epoch [69][2740/3134] lr: 0.00100, eta: 15:49:23, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7063, loss_cls: 2.3377, loss: 2.3377 2020-06-18 06:04:54,739 - mmaction - INFO - Epoch [69][2760/3134] lr: 0.00100, eta: 15:49:11, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7500, loss_cls: 2.2635, loss: 2.2635 2020-06-18 06:05:06,501 - mmaction - INFO - Epoch [69][2780/3134] lr: 0.00100, eta: 15:48:59, time: 0.589, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7344, loss_cls: 2.1261, loss: 2.1261 2020-06-18 06:05:18,156 - mmaction - INFO - Epoch [69][2800/3134] lr: 0.00100, eta: 15:48:48, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7281, loss_cls: 2.2170, loss: 2.2170 2020-06-18 06:05:30,183 - mmaction - INFO - Epoch [69][2820/3134] lr: 0.00100, eta: 15:48:36, time: 0.600, data_time: 0.024, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7844, loss_cls: 1.9912, loss: 1.9912 2020-06-18 06:05:41,871 - mmaction - INFO - Epoch [69][2840/3134] lr: 0.00100, eta: 15:48:25, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7500, loss_cls: 2.1995, loss: 2.1995 2020-06-18 06:05:53,528 - mmaction - INFO - Epoch [69][2860/3134] lr: 0.00100, eta: 15:48:13, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7375, loss_cls: 2.2239, loss: 2.2239 2020-06-18 06:06:05,190 - mmaction - INFO - Epoch [69][2880/3134] lr: 0.00100, eta: 15:48:01, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7094, loss_cls: 2.4877, loss: 2.4877 2020-06-18 06:06:16,901 - mmaction - INFO - Epoch [69][2900/3134] lr: 0.00100, eta: 15:47:50, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7656, loss_cls: 2.1007, loss: 2.1007 2020-06-18 06:06:28,590 - mmaction - INFO - Epoch [69][2920/3134] lr: 0.00100, eta: 15:47:38, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7406, loss_cls: 2.1091, loss: 2.1091 2020-06-18 06:06:40,327 - mmaction - INFO - Epoch [69][2940/3134] lr: 0.00100, eta: 15:47:26, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7469, loss_cls: 2.1365, loss: 2.1365 2020-06-18 06:06:51,945 - mmaction - INFO - Epoch [69][2960/3134] lr: 0.00100, eta: 15:47:14, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7625, loss_cls: 2.1126, loss: 2.1126 2020-06-18 06:07:03,673 - mmaction - INFO - Epoch [69][2980/3134] lr: 0.00100, eta: 15:47:03, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7344, loss_cls: 2.3153, loss: 2.3153 2020-06-18 06:07:15,342 - mmaction - INFO - Epoch [69][3000/3134] lr: 0.00100, eta: 15:46:51, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7500, loss_cls: 2.1448, loss: 2.1448 2020-06-18 06:07:27,031 - mmaction - INFO - Epoch [69][3020/3134] lr: 0.00100, eta: 15:46:39, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7438, loss_cls: 2.1773, loss: 2.1773 2020-06-18 06:07:38,581 - mmaction - INFO - Epoch [69][3040/3134] lr: 0.00100, eta: 15:46:28, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7188, loss_cls: 2.3512, loss: 2.3512 2020-06-18 06:07:50,249 - mmaction - INFO - Epoch [69][3060/3134] lr: 0.00100, eta: 15:46:16, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7063, loss_cls: 2.1771, loss: 2.1771 2020-06-18 06:08:01,903 - mmaction - INFO - Epoch [69][3080/3134] lr: 0.00100, eta: 15:46:04, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7469, loss_cls: 2.2747, loss: 2.2747 2020-06-18 06:08:13,479 - mmaction - INFO - Epoch [69][3100/3134] lr: 0.00100, eta: 15:45:53, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7438, loss_cls: 2.2313, loss: 2.2313 2020-06-18 06:08:25,232 - mmaction - INFO - Epoch [69][3120/3134] lr: 0.00100, eta: 15:45:41, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7281, loss_cls: 2.2384, loss: 2.2384 2020-06-18 06:09:03,405 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-18 06:09:04,661 - mmaction - INFO - top1_acc 0.2767 top5_acc 0.5280 2020-06-18 06:09:04,678 - mmaction - INFO - Epoch [69][3134/3134] lr: 0.00100, top1_acc: 0.2767, top5_acc: 0.5280 2020-06-18 06:09:20,051 - mmaction - INFO - Epoch [70][20/3134] lr: 0.00100, eta: 15:45:19, time: 0.768, data_time: 0.186, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7312, loss_cls: 2.2067, loss: 2.2067 2020-06-18 06:09:31,684 - mmaction - INFO - Epoch [70][40/3134] lr: 0.00100, eta: 15:45:07, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7875, loss_cls: 1.9846, loss: 1.9846 2020-06-18 06:09:43,391 - mmaction - INFO - Epoch [70][60/3134] lr: 0.00100, eta: 15:44:56, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7500, loss_cls: 2.1225, loss: 2.1225 2020-06-18 06:09:55,061 - mmaction - INFO - Epoch [70][80/3134] lr: 0.00100, eta: 15:44:44, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 2.0793, loss: 2.0793 2020-06-18 06:10:06,837 - mmaction - INFO - Epoch [70][100/3134] lr: 0.00100, eta: 15:44:32, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7344, loss_cls: 2.1953, loss: 2.1953 2020-06-18 06:10:18,543 - mmaction - INFO - Epoch [70][120/3134] lr: 0.00100, eta: 15:44:21, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7344, loss_cls: 2.1616, loss: 2.1616 2020-06-18 06:10:30,176 - mmaction - INFO - Epoch [70][140/3134] lr: 0.00100, eta: 15:44:09, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7156, loss_cls: 2.3202, loss: 2.3202 2020-06-18 06:10:42,239 - mmaction - INFO - Epoch [70][160/3134] lr: 0.00100, eta: 15:43:58, time: 0.602, data_time: 0.022, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7625, loss_cls: 2.2189, loss: 2.2189 2020-06-18 06:10:53,901 - mmaction - INFO - Epoch [70][180/3134] lr: 0.00100, eta: 15:43:46, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7312, loss_cls: 2.1961, loss: 2.1961 2020-06-18 06:11:05,528 - mmaction - INFO - Epoch [70][200/3134] lr: 0.00100, eta: 15:43:34, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7469, loss_cls: 2.1749, loss: 2.1749 2020-06-18 06:11:17,267 - mmaction - INFO - Epoch [70][220/3134] lr: 0.00100, eta: 15:43:22, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7188, loss_cls: 2.2441, loss: 2.2441 2020-06-18 06:11:28,876 - mmaction - INFO - Epoch [70][240/3134] lr: 0.00100, eta: 15:43:11, time: 0.583, data_time: 0.005, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7625, loss_cls: 2.1085, loss: 2.1085 2020-06-18 06:11:40,556 - mmaction - INFO - Epoch [70][260/3134] lr: 0.00100, eta: 15:42:59, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7594, loss_cls: 2.1226, loss: 2.1226 2020-06-18 06:11:52,305 - mmaction - INFO - Epoch [70][280/3134] lr: 0.00100, eta: 15:42:47, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7438, loss_cls: 2.1174, loss: 2.1174 2020-06-18 06:12:03,977 - mmaction - INFO - Epoch [70][300/3134] lr: 0.00100, eta: 15:42:36, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7312, loss_cls: 2.1216, loss: 2.1216 2020-06-18 06:12:15,704 - mmaction - INFO - Epoch [70][320/3134] lr: 0.00100, eta: 15:42:24, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7250, loss_cls: 2.2181, loss: 2.2181 2020-06-18 06:12:27,363 - mmaction - INFO - Epoch [70][340/3134] lr: 0.00100, eta: 15:42:12, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7344, loss_cls: 2.2755, loss: 2.2755 2020-06-18 06:12:39,087 - mmaction - INFO - Epoch [70][360/3134] lr: 0.00100, eta: 15:42:01, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7375, loss_cls: 2.2346, loss: 2.2346 2020-06-18 06:12:50,744 - mmaction - INFO - Epoch [70][380/3134] lr: 0.00100, eta: 15:41:49, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7125, loss_cls: 2.2842, loss: 2.2842 2020-06-18 06:13:02,436 - mmaction - INFO - Epoch [70][400/3134] lr: 0.00100, eta: 15:41:37, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4062, top5_acc: 0.7000, loss_cls: 2.5202, loss: 2.5202 2020-06-18 06:13:14,097 - mmaction - INFO - Epoch [70][420/3134] lr: 0.00100, eta: 15:41:26, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7562, loss_cls: 2.1255, loss: 2.1255 2020-06-18 06:13:25,710 - mmaction - INFO - Epoch [70][440/3134] lr: 0.00100, eta: 15:41:14, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7562, loss_cls: 2.1662, loss: 2.1662 2020-06-18 06:13:37,372 - mmaction - INFO - Epoch [70][460/3134] lr: 0.00100, eta: 15:41:02, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7375, loss_cls: 2.1890, loss: 2.1890 2020-06-18 06:13:49,053 - mmaction - INFO - Epoch [70][480/3134] lr: 0.00100, eta: 15:40:51, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7438, loss_cls: 2.1451, loss: 2.1451 2020-06-18 06:14:00,730 - mmaction - INFO - Epoch [70][500/3134] lr: 0.00100, eta: 15:40:39, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7500, loss_cls: 2.0849, loss: 2.0849 2020-06-18 06:14:12,357 - mmaction - INFO - Epoch [70][520/3134] lr: 0.00100, eta: 15:40:27, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7688, loss_cls: 2.0219, loss: 2.0219 2020-06-18 06:14:24,081 - mmaction - INFO - Epoch [70][540/3134] lr: 0.00100, eta: 15:40:16, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.5563, top5_acc: 0.8000, loss_cls: 1.9238, loss: 1.9238 2020-06-18 06:14:35,773 - mmaction - INFO - Epoch [70][560/3134] lr: 0.00100, eta: 15:40:04, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7625, loss_cls: 2.2449, loss: 2.2449 2020-06-18 06:14:47,447 - mmaction - INFO - Epoch [70][580/3134] lr: 0.00100, eta: 15:39:52, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7531, loss_cls: 2.1136, loss: 2.1136 2020-06-18 06:14:59,009 - mmaction - INFO - Epoch [70][600/3134] lr: 0.00100, eta: 15:39:41, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7969, loss_cls: 1.9082, loss: 1.9082 2020-06-18 06:15:10,752 - mmaction - INFO - Epoch [70][620/3134] lr: 0.00100, eta: 15:39:29, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7688, loss_cls: 2.0065, loss: 2.0065 2020-06-18 06:15:22,369 - mmaction - INFO - Epoch [70][640/3134] lr: 0.00100, eta: 15:39:17, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7250, loss_cls: 2.2348, loss: 2.2348 2020-06-18 06:15:33,960 - mmaction - INFO - Epoch [70][660/3134] lr: 0.00100, eta: 15:39:05, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7750, loss_cls: 2.0038, loss: 2.0038 2020-06-18 06:15:45,669 - mmaction - INFO - Epoch [70][680/3134] lr: 0.00100, eta: 15:38:54, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7562, loss_cls: 2.1294, loss: 2.1294 2020-06-18 06:15:57,364 - mmaction - INFO - Epoch [70][700/3134] lr: 0.00100, eta: 15:38:42, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7781, loss_cls: 2.0242, loss: 2.0242 2020-06-18 06:16:08,983 - mmaction - INFO - Epoch [70][720/3134] lr: 0.00100, eta: 15:38:30, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7688, loss_cls: 2.0707, loss: 2.0707 2020-06-18 06:16:20,665 - mmaction - INFO - Epoch [70][740/3134] lr: 0.00100, eta: 15:38:19, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7063, loss_cls: 2.3209, loss: 2.3209 2020-06-18 06:16:32,385 - mmaction - INFO - Epoch [70][760/3134] lr: 0.00100, eta: 15:38:07, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7438, loss_cls: 2.2187, loss: 2.2187 2020-06-18 06:16:44,065 - mmaction - INFO - Epoch [70][780/3134] lr: 0.00100, eta: 15:37:55, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7469, loss_cls: 2.1031, loss: 2.1031 2020-06-18 06:16:55,718 - mmaction - INFO - Epoch [70][800/3134] lr: 0.00100, eta: 15:37:44, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7406, loss_cls: 2.2254, loss: 2.2254 2020-06-18 06:17:07,263 - mmaction - INFO - Epoch [70][820/3134] lr: 0.00100, eta: 15:37:32, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7594, loss_cls: 2.0417, loss: 2.0417 2020-06-18 06:17:18,964 - mmaction - INFO - Epoch [70][840/3134] lr: 0.00100, eta: 15:37:20, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7500, loss_cls: 2.2002, loss: 2.2002 2020-06-18 06:17:30,625 - mmaction - INFO - Epoch [70][860/3134] lr: 0.00100, eta: 15:37:09, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7219, loss_cls: 2.2326, loss: 2.2326 2020-06-18 06:17:42,237 - mmaction - INFO - Epoch [70][880/3134] lr: 0.00100, eta: 15:36:57, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7281, loss_cls: 2.2032, loss: 2.2032 2020-06-18 06:17:53,957 - mmaction - INFO - Epoch [70][900/3134] lr: 0.00100, eta: 15:36:45, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7281, loss_cls: 2.2796, loss: 2.2796 2020-06-18 06:18:05,636 - mmaction - INFO - Epoch [70][920/3134] lr: 0.00100, eta: 15:36:34, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7312, loss_cls: 2.2595, loss: 2.2595 2020-06-18 06:18:17,298 - mmaction - INFO - Epoch [70][940/3134] lr: 0.00100, eta: 15:36:22, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7500, loss_cls: 2.2046, loss: 2.2046 2020-06-18 06:18:29,005 - mmaction - INFO - Epoch [70][960/3134] lr: 0.00100, eta: 15:36:10, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7344, loss_cls: 2.1205, loss: 2.1205 2020-06-18 06:18:40,591 - mmaction - INFO - Epoch [70][980/3134] lr: 0.00100, eta: 15:35:58, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7781, loss_cls: 2.0688, loss: 2.0688 2020-06-18 06:18:52,193 - mmaction - INFO - Epoch [70][1000/3134] lr: 0.00100, eta: 15:35:47, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7219, loss_cls: 2.1942, loss: 2.1942 2020-06-18 06:19:03,784 - mmaction - INFO - Epoch [70][1020/3134] lr: 0.00100, eta: 15:35:35, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7812, loss_cls: 2.0282, loss: 2.0282 2020-06-18 06:19:15,323 - mmaction - INFO - Epoch [70][1040/3134] lr: 0.00100, eta: 15:35:23, time: 0.576, data_time: 0.000, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7688, loss_cls: 2.0361, loss: 2.0361 2020-06-18 06:19:26,970 - mmaction - INFO - Epoch [70][1060/3134] lr: 0.00100, eta: 15:35:12, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7312, loss_cls: 2.3139, loss: 2.3139 2020-06-18 06:19:38,590 - mmaction - INFO - Epoch [70][1080/3134] lr: 0.00100, eta: 15:35:00, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7125, loss_cls: 2.2980, loss: 2.2980 2020-06-18 06:19:50,323 - mmaction - INFO - Epoch [70][1100/3134] lr: 0.00100, eta: 15:34:48, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7281, loss_cls: 2.2301, loss: 2.2301 2020-06-18 06:20:01,969 - mmaction - INFO - Epoch [70][1120/3134] lr: 0.00100, eta: 15:34:37, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7812, loss_cls: 1.9984, loss: 1.9984 2020-06-18 06:20:13,656 - mmaction - INFO - Epoch [70][1140/3134] lr: 0.00100, eta: 15:34:25, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7656, loss_cls: 2.1551, loss: 2.1551 2020-06-18 06:20:25,220 - mmaction - INFO - Epoch [70][1160/3134] lr: 0.00100, eta: 15:34:13, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4281, top5_acc: 0.7000, loss_cls: 2.5164, loss: 2.5164 2020-06-18 06:20:36,872 - mmaction - INFO - Epoch [70][1180/3134] lr: 0.00100, eta: 15:34:01, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7750, loss_cls: 2.0635, loss: 2.0635 2020-06-18 06:20:48,519 - mmaction - INFO - Epoch [70][1200/3134] lr: 0.00100, eta: 15:33:50, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7344, loss_cls: 2.0909, loss: 2.0909 2020-06-18 06:21:00,121 - mmaction - INFO - Epoch [70][1220/3134] lr: 0.00100, eta: 15:33:38, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7406, loss_cls: 2.0953, loss: 2.0953 2020-06-18 06:21:11,853 - mmaction - INFO - Epoch [70][1240/3134] lr: 0.00100, eta: 15:33:26, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7312, loss_cls: 2.1225, loss: 2.1225 2020-06-18 06:21:23,467 - mmaction - INFO - Epoch [70][1260/3134] lr: 0.00100, eta: 15:33:15, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7719, loss_cls: 2.0277, loss: 2.0277 2020-06-18 06:21:35,096 - mmaction - INFO - Epoch [70][1280/3134] lr: 0.00100, eta: 15:33:03, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7344, loss_cls: 2.2150, loss: 2.2150 2020-06-18 06:21:46,784 - mmaction - INFO - Epoch [70][1300/3134] lr: 0.00100, eta: 15:32:51, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7406, loss_cls: 2.1096, loss: 2.1096 2020-06-18 06:21:58,440 - mmaction - INFO - Epoch [70][1320/3134] lr: 0.00100, eta: 15:32:40, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7219, loss_cls: 2.2077, loss: 2.2077 2020-06-18 06:22:10,008 - mmaction - INFO - Epoch [70][1340/3134] lr: 0.00100, eta: 15:32:28, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7281, loss_cls: 2.2668, loss: 2.2668 2020-06-18 06:22:21,665 - mmaction - INFO - Epoch [70][1360/3134] lr: 0.00100, eta: 15:32:16, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7094, loss_cls: 2.3184, loss: 2.3184 2020-06-18 06:22:33,460 - mmaction - INFO - Epoch [70][1380/3134] lr: 0.00100, eta: 15:32:05, time: 0.591, data_time: 0.003, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7750, loss_cls: 1.9584, loss: 1.9584 2020-06-18 06:22:45,052 - mmaction - INFO - Epoch [70][1400/3134] lr: 0.00100, eta: 15:31:53, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7406, loss_cls: 2.2707, loss: 2.2707 2020-06-18 06:22:56,672 - mmaction - INFO - Epoch [70][1420/3134] lr: 0.00100, eta: 15:31:41, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7625, loss_cls: 2.2524, loss: 2.2524 2020-06-18 06:23:08,308 - mmaction - INFO - Epoch [70][1440/3134] lr: 0.00100, eta: 15:31:29, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7438, loss_cls: 2.1744, loss: 2.1744 2020-06-18 06:23:19,867 - mmaction - INFO - Epoch [70][1460/3134] lr: 0.00100, eta: 15:31:18, time: 0.577, data_time: 0.000, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7656, loss_cls: 2.0786, loss: 2.0786 2020-06-18 06:23:31,540 - mmaction - INFO - Epoch [70][1480/3134] lr: 0.00100, eta: 15:31:06, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7281, loss_cls: 2.2591, loss: 2.2591 2020-06-18 06:23:43,188 - mmaction - INFO - Epoch [70][1500/3134] lr: 0.00100, eta: 15:30:54, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7656, loss_cls: 2.0919, loss: 2.0919 2020-06-18 06:23:54,887 - mmaction - INFO - Epoch [70][1520/3134] lr: 0.00100, eta: 15:30:43, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7438, loss_cls: 2.2040, loss: 2.2040 2020-06-18 06:24:06,531 - mmaction - INFO - Epoch [70][1540/3134] lr: 0.00100, eta: 15:30:31, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7594, loss_cls: 2.1343, loss: 2.1343 2020-06-18 06:24:18,179 - mmaction - INFO - Epoch [70][1560/3134] lr: 0.00100, eta: 15:30:19, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7312, loss_cls: 2.2270, loss: 2.2270 2020-06-18 06:24:29,852 - mmaction - INFO - Epoch [70][1580/3134] lr: 0.00100, eta: 15:30:08, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7937, loss_cls: 1.9195, loss: 1.9195 2020-06-18 06:24:41,545 - mmaction - INFO - Epoch [70][1600/3134] lr: 0.00100, eta: 15:29:56, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7594, loss_cls: 2.0911, loss: 2.0911 2020-06-18 06:24:53,126 - mmaction - INFO - Epoch [70][1620/3134] lr: 0.00100, eta: 15:29:44, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7000, loss_cls: 2.3950, loss: 2.3950 2020-06-18 06:25:04,859 - mmaction - INFO - Epoch [70][1640/3134] lr: 0.00100, eta: 15:29:33, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7344, loss_cls: 2.1682, loss: 2.1682 2020-06-18 06:25:16,587 - mmaction - INFO - Epoch [70][1660/3134] lr: 0.00100, eta: 15:29:21, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7875, loss_cls: 2.0324, loss: 2.0324 2020-06-18 06:25:28,183 - mmaction - INFO - Epoch [70][1680/3134] lr: 0.00100, eta: 15:29:09, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7406, loss_cls: 2.1928, loss: 2.1928 2020-06-18 06:25:39,795 - mmaction - INFO - Epoch [70][1700/3134] lr: 0.00100, eta: 15:28:58, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7344, loss_cls: 2.1838, loss: 2.1838 2020-06-18 06:25:51,579 - mmaction - INFO - Epoch [70][1720/3134] lr: 0.00100, eta: 15:28:46, time: 0.591, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7656, loss_cls: 2.0445, loss: 2.0445 2020-06-18 06:26:03,224 - mmaction - INFO - Epoch [70][1740/3134] lr: 0.00100, eta: 15:28:34, time: 0.582, data_time: 0.000, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7406, loss_cls: 2.1076, loss: 2.1076 2020-06-18 06:26:14,853 - mmaction - INFO - Epoch [70][1760/3134] lr: 0.00100, eta: 15:28:22, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7438, loss_cls: 2.2409, loss: 2.2409 2020-06-18 06:26:26,461 - mmaction - INFO - Epoch [70][1780/3134] lr: 0.00100, eta: 15:28:11, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7500, loss_cls: 2.2299, loss: 2.2299 2020-06-18 06:26:38,092 - mmaction - INFO - Epoch [70][1800/3134] lr: 0.00100, eta: 15:27:59, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7562, loss_cls: 2.1763, loss: 2.1763 2020-06-18 06:26:49,720 - mmaction - INFO - Epoch [70][1820/3134] lr: 0.00100, eta: 15:27:47, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7219, loss_cls: 2.2794, loss: 2.2794 2020-06-18 06:27:01,378 - mmaction - INFO - Epoch [70][1840/3134] lr: 0.00100, eta: 15:27:36, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7219, loss_cls: 2.3136, loss: 2.3136 2020-06-18 06:27:12,975 - mmaction - INFO - Epoch [70][1860/3134] lr: 0.00100, eta: 15:27:24, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7406, loss_cls: 2.1945, loss: 2.1945 2020-06-18 06:27:24,591 - mmaction - INFO - Epoch [70][1880/3134] lr: 0.00100, eta: 15:27:12, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7219, loss_cls: 2.1782, loss: 2.1782 2020-06-18 06:27:36,251 - mmaction - INFO - Epoch [70][1900/3134] lr: 0.00100, eta: 15:27:01, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7625, loss_cls: 2.1570, loss: 2.1570 2020-06-18 06:27:47,912 - mmaction - INFO - Epoch [70][1920/3134] lr: 0.00100, eta: 15:26:49, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7469, loss_cls: 2.1593, loss: 2.1593 2020-06-18 06:27:59,525 - mmaction - INFO - Epoch [70][1940/3134] lr: 0.00100, eta: 15:26:37, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7344, loss_cls: 2.1818, loss: 2.1818 2020-06-18 06:28:11,225 - mmaction - INFO - Epoch [70][1960/3134] lr: 0.00100, eta: 15:26:26, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7094, loss_cls: 2.2260, loss: 2.2260 2020-06-18 06:28:22,795 - mmaction - INFO - Epoch [70][1980/3134] lr: 0.00100, eta: 15:26:14, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7594, loss_cls: 2.2028, loss: 2.2028 2020-06-18 06:28:34,530 - mmaction - INFO - Epoch [70][2000/3134] lr: 0.00100, eta: 15:26:02, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7281, loss_cls: 2.2393, loss: 2.2393 2020-06-18 06:28:46,124 - mmaction - INFO - Epoch [70][2020/3134] lr: 0.00100, eta: 15:25:50, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7281, loss_cls: 2.1970, loss: 2.1970 2020-06-18 06:28:57,767 - mmaction - INFO - Epoch [70][2040/3134] lr: 0.00100, eta: 15:25:39, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7812, loss_cls: 2.0359, loss: 2.0359 2020-06-18 06:29:09,491 - mmaction - INFO - Epoch [70][2060/3134] lr: 0.00100, eta: 15:25:27, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.4281, top5_acc: 0.6875, loss_cls: 2.4795, loss: 2.4795 2020-06-18 06:29:21,165 - mmaction - INFO - Epoch [70][2080/3134] lr: 0.00100, eta: 15:25:15, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7562, loss_cls: 2.1499, loss: 2.1499 2020-06-18 06:29:32,796 - mmaction - INFO - Epoch [70][2100/3134] lr: 0.00100, eta: 15:25:04, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7344, loss_cls: 2.2254, loss: 2.2254 2020-06-18 06:29:44,441 - mmaction - INFO - Epoch [70][2120/3134] lr: 0.00100, eta: 15:24:52, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7063, loss_cls: 2.4290, loss: 2.4290 2020-06-18 06:29:56,014 - mmaction - INFO - Epoch [70][2140/3134] lr: 0.00100, eta: 15:24:40, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.4219, top5_acc: 0.7000, loss_cls: 2.4462, loss: 2.4462 2020-06-18 06:30:07,727 - mmaction - INFO - Epoch [70][2160/3134] lr: 0.00100, eta: 15:24:29, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7312, loss_cls: 2.2763, loss: 2.2763 2020-06-18 06:30:19,361 - mmaction - INFO - Epoch [70][2180/3134] lr: 0.00100, eta: 15:24:17, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7375, loss_cls: 2.1507, loss: 2.1507 2020-06-18 06:30:31,041 - mmaction - INFO - Epoch [70][2200/3134] lr: 0.00100, eta: 15:24:05, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7656, loss_cls: 2.1050, loss: 2.1050 2020-06-18 06:30:42,658 - mmaction - INFO - Epoch [70][2220/3134] lr: 0.00100, eta: 15:23:54, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.6937, loss_cls: 2.2741, loss: 2.2741 2020-06-18 06:30:54,317 - mmaction - INFO - Epoch [70][2240/3134] lr: 0.00100, eta: 15:23:42, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.1745, loss: 2.1745 2020-06-18 06:31:05,936 - mmaction - INFO - Epoch [70][2260/3134] lr: 0.00100, eta: 15:23:30, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7219, loss_cls: 2.3124, loss: 2.3124 2020-06-18 06:31:17,571 - mmaction - INFO - Epoch [70][2280/3134] lr: 0.00100, eta: 15:23:18, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7875, loss_cls: 1.9958, loss: 1.9958 2020-06-18 06:31:29,143 - mmaction - INFO - Epoch [70][2300/3134] lr: 0.00100, eta: 15:23:07, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7406, loss_cls: 2.2270, loss: 2.2270 2020-06-18 06:31:40,918 - mmaction - INFO - Epoch [70][2320/3134] lr: 0.00100, eta: 15:22:55, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7469, loss_cls: 2.1611, loss: 2.1611 2020-06-18 06:31:52,528 - mmaction - INFO - Epoch [70][2340/3134] lr: 0.00100, eta: 15:22:43, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7625, loss_cls: 2.0766, loss: 2.0766 2020-06-18 06:32:04,129 - mmaction - INFO - Epoch [70][2360/3134] lr: 0.00100, eta: 15:22:32, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7531, loss_cls: 2.1147, loss: 2.1147 2020-06-18 06:32:15,747 - mmaction - INFO - Epoch [70][2380/3134] lr: 0.00100, eta: 15:22:20, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7375, loss_cls: 2.2072, loss: 2.2072 2020-06-18 06:32:27,325 - mmaction - INFO - Epoch [70][2400/3134] lr: 0.00100, eta: 15:22:08, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7063, loss_cls: 2.2999, loss: 2.2999 2020-06-18 06:32:39,029 - mmaction - INFO - Epoch [70][2420/3134] lr: 0.00100, eta: 15:21:57, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7406, loss_cls: 2.1947, loss: 2.1947 2020-06-18 06:32:50,664 - mmaction - INFO - Epoch [70][2440/3134] lr: 0.00100, eta: 15:21:45, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7469, loss_cls: 2.1853, loss: 2.1853 2020-06-18 06:33:02,286 - mmaction - INFO - Epoch [70][2460/3134] lr: 0.00100, eta: 15:21:33, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7281, loss_cls: 2.1529, loss: 2.1529 2020-06-18 06:33:13,959 - mmaction - INFO - Epoch [70][2480/3134] lr: 0.00100, eta: 15:21:21, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7375, loss_cls: 2.1601, loss: 2.1601 2020-06-18 06:33:25,704 - mmaction - INFO - Epoch [70][2500/3134] lr: 0.00100, eta: 15:21:10, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7156, loss_cls: 2.2455, loss: 2.2455 2020-06-18 06:33:37,353 - mmaction - INFO - Epoch [70][2520/3134] lr: 0.00100, eta: 15:20:58, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7375, loss_cls: 2.1163, loss: 2.1163 2020-06-18 06:33:48,928 - mmaction - INFO - Epoch [70][2540/3134] lr: 0.00100, eta: 15:20:46, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7562, loss_cls: 2.1846, loss: 2.1846 2020-06-18 06:34:00,602 - mmaction - INFO - Epoch [70][2560/3134] lr: 0.00100, eta: 15:20:35, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7688, loss_cls: 2.1895, loss: 2.1895 2020-06-18 06:34:12,314 - mmaction - INFO - Epoch [70][2580/3134] lr: 0.00100, eta: 15:20:23, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7312, loss_cls: 2.1645, loss: 2.1645 2020-06-18 06:34:23,985 - mmaction - INFO - Epoch [70][2600/3134] lr: 0.00100, eta: 15:20:11, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7063, loss_cls: 2.3671, loss: 2.3671 2020-06-18 06:34:35,587 - mmaction - INFO - Epoch [70][2620/3134] lr: 0.00100, eta: 15:20:00, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7688, loss_cls: 2.1420, loss: 2.1420 2020-06-18 06:34:47,248 - mmaction - INFO - Epoch [70][2640/3134] lr: 0.00100, eta: 15:19:48, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7500, loss_cls: 2.1827, loss: 2.1827 2020-06-18 06:34:58,843 - mmaction - INFO - Epoch [70][2660/3134] lr: 0.00100, eta: 15:19:36, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7375, loss_cls: 2.2400, loss: 2.2400 2020-06-18 06:35:10,599 - mmaction - INFO - Epoch [70][2680/3134] lr: 0.00100, eta: 15:19:25, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7438, loss_cls: 2.2308, loss: 2.2308 2020-06-18 06:35:22,193 - mmaction - INFO - Epoch [70][2700/3134] lr: 0.00100, eta: 15:19:13, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7406, loss_cls: 2.1627, loss: 2.1627 2020-06-18 06:35:33,739 - mmaction - INFO - Epoch [70][2720/3134] lr: 0.00100, eta: 15:19:01, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.4719, top5_acc: 0.6875, loss_cls: 2.4399, loss: 2.4399 2020-06-18 06:35:45,393 - mmaction - INFO - Epoch [70][2740/3134] lr: 0.00100, eta: 15:18:49, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7656, loss_cls: 2.0674, loss: 2.0674 2020-06-18 06:35:57,018 - mmaction - INFO - Epoch [70][2760/3134] lr: 0.00100, eta: 15:18:38, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7812, loss_cls: 2.1205, loss: 2.1205 2020-06-18 06:36:08,709 - mmaction - INFO - Epoch [70][2780/3134] lr: 0.00100, eta: 15:18:26, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7562, loss_cls: 2.2028, loss: 2.2028 2020-06-18 06:36:20,397 - mmaction - INFO - Epoch [70][2800/3134] lr: 0.00100, eta: 15:18:14, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7562, loss_cls: 2.0758, loss: 2.0758 2020-06-18 06:36:32,020 - mmaction - INFO - Epoch [70][2820/3134] lr: 0.00100, eta: 15:18:03, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7156, loss_cls: 2.2222, loss: 2.2222 2020-06-18 06:36:43,625 - mmaction - INFO - Epoch [70][2840/3134] lr: 0.00100, eta: 15:17:51, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7281, loss_cls: 2.2774, loss: 2.2774 2020-06-18 06:36:55,328 - mmaction - INFO - Epoch [70][2860/3134] lr: 0.00100, eta: 15:17:39, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7094, loss_cls: 2.3146, loss: 2.3146 2020-06-18 06:37:06,965 - mmaction - INFO - Epoch [70][2880/3134] lr: 0.00100, eta: 15:17:28, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7750, loss_cls: 2.0727, loss: 2.0727 2020-06-18 06:37:18,530 - mmaction - INFO - Epoch [70][2900/3134] lr: 0.00100, eta: 15:17:16, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7000, loss_cls: 2.2829, loss: 2.2829 2020-06-18 06:37:30,298 - mmaction - INFO - Epoch [70][2920/3134] lr: 0.00100, eta: 15:17:04, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7063, loss_cls: 2.2969, loss: 2.2969 2020-06-18 06:37:41,934 - mmaction - INFO - Epoch [70][2940/3134] lr: 0.00100, eta: 15:16:53, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7906, loss_cls: 2.0064, loss: 2.0064 2020-06-18 06:37:53,553 - mmaction - INFO - Epoch [70][2960/3134] lr: 0.00100, eta: 15:16:41, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7406, loss_cls: 2.1675, loss: 2.1675 2020-06-18 06:38:05,160 - mmaction - INFO - Epoch [70][2980/3134] lr: 0.00100, eta: 15:16:29, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7375, loss_cls: 2.1505, loss: 2.1505 2020-06-18 06:38:16,758 - mmaction - INFO - Epoch [70][3000/3134] lr: 0.00100, eta: 15:16:17, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7250, loss_cls: 2.1881, loss: 2.1881 2020-06-18 06:38:28,370 - mmaction - INFO - Epoch [70][3020/3134] lr: 0.00100, eta: 15:16:06, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7156, loss_cls: 2.2801, loss: 2.2801 2020-06-18 06:38:40,033 - mmaction - INFO - Epoch [70][3040/3134] lr: 0.00100, eta: 15:15:54, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7375, loss_cls: 2.2360, loss: 2.2360 2020-06-18 06:38:51,628 - mmaction - INFO - Epoch [70][3060/3134] lr: 0.00100, eta: 15:15:42, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7719, loss_cls: 2.0569, loss: 2.0569 2020-06-18 06:39:03,224 - mmaction - INFO - Epoch [70][3080/3134] lr: 0.00100, eta: 15:15:31, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7312, loss_cls: 2.2620, loss: 2.2620 2020-06-18 06:39:14,919 - mmaction - INFO - Epoch [70][3100/3134] lr: 0.00100, eta: 15:15:19, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7781, loss_cls: 2.0477, loss: 2.0477 2020-06-18 06:39:26,535 - mmaction - INFO - Epoch [70][3120/3134] lr: 0.00100, eta: 15:15:07, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7406, loss_cls: 2.2175, loss: 2.2175 2020-06-18 06:40:02,223 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-18 06:40:03,477 - mmaction - INFO - top1_acc 0.2780 top5_acc 0.5287 2020-06-18 06:40:03,494 - mmaction - INFO - Epoch [70][3134/3134] lr: 0.00100, top1_acc: 0.2780, top5_acc: 0.5287 2020-06-18 06:40:18,644 - mmaction - INFO - Epoch [71][20/3134] lr: 0.00100, eta: 15:14:45, time: 0.756, data_time: 0.179, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7812, loss_cls: 1.9375, loss: 1.9375 2020-06-18 06:40:30,462 - mmaction - INFO - Epoch [71][40/3134] lr: 0.00100, eta: 15:14:34, time: 0.591, data_time: 0.009, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7344, loss_cls: 2.2745, loss: 2.2745 2020-06-18 06:40:42,067 - mmaction - INFO - Epoch [71][60/3134] lr: 0.00100, eta: 15:14:22, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7438, loss_cls: 2.1540, loss: 2.1540 2020-06-18 06:40:53,680 - mmaction - INFO - Epoch [71][80/3134] lr: 0.00100, eta: 15:14:10, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7219, loss_cls: 2.3751, loss: 2.3751 2020-06-18 06:41:05,318 - mmaction - INFO - Epoch [71][100/3134] lr: 0.00100, eta: 15:13:59, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7406, loss_cls: 2.1101, loss: 2.1101 2020-06-18 06:41:17,019 - mmaction - INFO - Epoch [71][120/3134] lr: 0.00100, eta: 15:13:47, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7063, loss_cls: 2.2900, loss: 2.2900 2020-06-18 06:41:28,733 - mmaction - INFO - Epoch [71][140/3134] lr: 0.00100, eta: 15:13:35, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7594, loss_cls: 2.0651, loss: 2.0651 2020-06-18 06:41:40,411 - mmaction - INFO - Epoch [71][160/3134] lr: 0.00100, eta: 15:13:24, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7781, loss_cls: 2.0208, loss: 2.0208 2020-06-18 06:41:52,064 - mmaction - INFO - Epoch [71][180/3134] lr: 0.00100, eta: 15:13:12, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7094, loss_cls: 2.2963, loss: 2.2963 2020-06-18 06:42:03,707 - mmaction - INFO - Epoch [71][200/3134] lr: 0.00100, eta: 15:13:00, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7094, loss_cls: 2.2781, loss: 2.2781 2020-06-18 06:42:15,347 - mmaction - INFO - Epoch [71][220/3134] lr: 0.00100, eta: 15:12:49, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7219, loss_cls: 2.2593, loss: 2.2593 2020-06-18 06:42:27,051 - mmaction - INFO - Epoch [71][240/3134] lr: 0.00100, eta: 15:12:37, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.4562, top5_acc: 0.6875, loss_cls: 2.3647, loss: 2.3647 2020-06-18 06:42:38,711 - mmaction - INFO - Epoch [71][260/3134] lr: 0.00100, eta: 15:12:25, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7344, loss_cls: 2.1979, loss: 2.1979 2020-06-18 06:42:50,339 - mmaction - INFO - Epoch [71][280/3134] lr: 0.00100, eta: 15:12:14, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7656, loss_cls: 2.0501, loss: 2.0501 2020-06-18 06:43:02,025 - mmaction - INFO - Epoch [71][300/3134] lr: 0.00100, eta: 15:12:02, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7656, loss_cls: 2.0138, loss: 2.0138 2020-06-18 06:43:13,703 - mmaction - INFO - Epoch [71][320/3134] lr: 0.00100, eta: 15:11:50, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7719, loss_cls: 2.0210, loss: 2.0210 2020-06-18 06:43:25,357 - mmaction - INFO - Epoch [71][340/3134] lr: 0.00100, eta: 15:11:39, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4219, top5_acc: 0.6969, loss_cls: 2.4033, loss: 2.4033 2020-06-18 06:43:36,992 - mmaction - INFO - Epoch [71][360/3134] lr: 0.00100, eta: 15:11:27, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7625, loss_cls: 2.0713, loss: 2.0713 2020-06-18 06:43:48,617 - mmaction - INFO - Epoch [71][380/3134] lr: 0.00100, eta: 15:11:15, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7625, loss_cls: 2.1394, loss: 2.1394 2020-06-18 06:44:00,313 - mmaction - INFO - Epoch [71][400/3134] lr: 0.00100, eta: 15:11:03, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7312, loss_cls: 2.1287, loss: 2.1287 2020-06-18 06:44:11,979 - mmaction - INFO - Epoch [71][420/3134] lr: 0.00100, eta: 15:10:52, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7250, loss_cls: 2.1887, loss: 2.1887 2020-06-18 06:44:23,603 - mmaction - INFO - Epoch [71][440/3134] lr: 0.00100, eta: 15:10:40, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7719, loss_cls: 2.0671, loss: 2.0671 2020-06-18 06:44:35,185 - mmaction - INFO - Epoch [71][460/3134] lr: 0.00100, eta: 15:10:28, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7406, loss_cls: 2.2081, loss: 2.2081 2020-06-18 06:44:46,902 - mmaction - INFO - Epoch [71][480/3134] lr: 0.00100, eta: 15:10:17, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7750, loss_cls: 2.0886, loss: 2.0886 2020-06-18 06:44:58,570 - mmaction - INFO - Epoch [71][500/3134] lr: 0.00100, eta: 15:10:05, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7750, loss_cls: 2.0319, loss: 2.0319 2020-06-18 06:45:10,181 - mmaction - INFO - Epoch [71][520/3134] lr: 0.00100, eta: 15:09:53, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7469, loss_cls: 2.2065, loss: 2.2065 2020-06-18 06:45:21,744 - mmaction - INFO - Epoch [71][540/3134] lr: 0.00100, eta: 15:09:42, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7375, loss_cls: 2.1218, loss: 2.1218 2020-06-18 06:45:33,390 - mmaction - INFO - Epoch [71][560/3134] lr: 0.00100, eta: 15:09:30, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7438, loss_cls: 2.2106, loss: 2.2106 2020-06-18 06:45:45,053 - mmaction - INFO - Epoch [71][580/3134] lr: 0.00100, eta: 15:09:18, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7344, loss_cls: 2.1884, loss: 2.1884 2020-06-18 06:45:56,707 - mmaction - INFO - Epoch [71][600/3134] lr: 0.00100, eta: 15:09:07, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7312, loss_cls: 2.2331, loss: 2.2331 2020-06-18 06:46:08,333 - mmaction - INFO - Epoch [71][620/3134] lr: 0.00100, eta: 15:08:55, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7406, loss_cls: 2.1955, loss: 2.1955 2020-06-18 06:46:19,944 - mmaction - INFO - Epoch [71][640/3134] lr: 0.00100, eta: 15:08:43, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7531, loss_cls: 2.1670, loss: 2.1670 2020-06-18 06:46:31,597 - mmaction - INFO - Epoch [71][660/3134] lr: 0.00100, eta: 15:08:31, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5031, top5_acc: 0.6906, loss_cls: 2.2830, loss: 2.2830 2020-06-18 06:46:43,265 - mmaction - INFO - Epoch [71][680/3134] lr: 0.00100, eta: 15:08:20, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7562, loss_cls: 2.0767, loss: 2.0767 2020-06-18 06:46:54,921 - mmaction - INFO - Epoch [71][700/3134] lr: 0.00100, eta: 15:08:08, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4406, top5_acc: 0.6875, loss_cls: 2.4982, loss: 2.4982 2020-06-18 06:47:06,626 - mmaction - INFO - Epoch [71][720/3134] lr: 0.00100, eta: 15:07:56, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7094, loss_cls: 2.2338, loss: 2.2338 2020-06-18 06:47:18,221 - mmaction - INFO - Epoch [71][740/3134] lr: 0.00100, eta: 15:07:45, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7312, loss_cls: 2.2545, loss: 2.2545 2020-06-18 06:47:29,856 - mmaction - INFO - Epoch [71][760/3134] lr: 0.00100, eta: 15:07:33, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7688, loss_cls: 1.9891, loss: 1.9891 2020-06-18 06:47:41,578 - mmaction - INFO - Epoch [71][780/3134] lr: 0.00100, eta: 15:07:21, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7500, loss_cls: 2.1409, loss: 2.1409 2020-06-18 06:47:53,203 - mmaction - INFO - Epoch [71][800/3134] lr: 0.00100, eta: 15:07:10, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7375, loss_cls: 2.2083, loss: 2.2083 2020-06-18 06:48:04,921 - mmaction - INFO - Epoch [71][820/3134] lr: 0.00100, eta: 15:06:58, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7531, loss_cls: 2.1939, loss: 2.1939 2020-06-18 06:48:16,634 - mmaction - INFO - Epoch [71][840/3134] lr: 0.00100, eta: 15:06:46, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7406, loss_cls: 2.0693, loss: 2.0693 2020-06-18 06:48:28,223 - mmaction - INFO - Epoch [71][860/3134] lr: 0.00100, eta: 15:06:35, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7438, loss_cls: 2.1309, loss: 2.1309 2020-06-18 06:48:39,968 - mmaction - INFO - Epoch [71][880/3134] lr: 0.00100, eta: 15:06:23, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.4500, top5_acc: 0.6750, loss_cls: 2.3583, loss: 2.3583 2020-06-18 06:48:51,592 - mmaction - INFO - Epoch [71][900/3134] lr: 0.00100, eta: 15:06:11, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7125, loss_cls: 2.2376, loss: 2.2376 2020-06-18 06:49:03,190 - mmaction - INFO - Epoch [71][920/3134] lr: 0.00100, eta: 15:06:00, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7469, loss_cls: 2.1131, loss: 2.1131 2020-06-18 06:49:14,827 - mmaction - INFO - Epoch [71][940/3134] lr: 0.00100, eta: 15:05:48, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7594, loss_cls: 2.0629, loss: 2.0629 2020-06-18 06:49:26,520 - mmaction - INFO - Epoch [71][960/3134] lr: 0.00100, eta: 15:05:36, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7469, loss_cls: 2.1958, loss: 2.1958 2020-06-18 06:49:38,128 - mmaction - INFO - Epoch [71][980/3134] lr: 0.00100, eta: 15:05:24, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7594, loss_cls: 2.1935, loss: 2.1935 2020-06-18 06:49:49,750 - mmaction - INFO - Epoch [71][1000/3134] lr: 0.00100, eta: 15:05:13, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7500, loss_cls: 2.1329, loss: 2.1329 2020-06-18 06:50:01,484 - mmaction - INFO - Epoch [71][1020/3134] lr: 0.00100, eta: 15:05:01, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7844, loss_cls: 2.0233, loss: 2.0233 2020-06-18 06:50:13,159 - mmaction - INFO - Epoch [71][1040/3134] lr: 0.00100, eta: 15:04:49, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7312, loss_cls: 2.2414, loss: 2.2414 2020-06-18 06:50:24,799 - mmaction - INFO - Epoch [71][1060/3134] lr: 0.00100, eta: 15:04:38, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7812, loss_cls: 1.9841, loss: 1.9841 2020-06-18 06:50:36,446 - mmaction - INFO - Epoch [71][1080/3134] lr: 0.00100, eta: 15:04:26, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7312, loss_cls: 2.0848, loss: 2.0848 2020-06-18 06:50:48,064 - mmaction - INFO - Epoch [71][1100/3134] lr: 0.00100, eta: 15:04:14, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7438, loss_cls: 2.1760, loss: 2.1760 2020-06-18 06:50:59,649 - mmaction - INFO - Epoch [71][1120/3134] lr: 0.00100, eta: 15:04:03, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7375, loss_cls: 2.2275, loss: 2.2275 2020-06-18 06:51:11,222 - mmaction - INFO - Epoch [71][1140/3134] lr: 0.00100, eta: 15:03:51, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.2092, loss: 2.2092 2020-06-18 06:51:22,942 - mmaction - INFO - Epoch [71][1160/3134] lr: 0.00100, eta: 15:03:39, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7000, loss_cls: 2.3911, loss: 2.3911 2020-06-18 06:51:34,644 - mmaction - INFO - Epoch [71][1180/3134] lr: 0.00100, eta: 15:03:28, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7375, loss_cls: 2.1781, loss: 2.1781 2020-06-18 06:51:46,207 - mmaction - INFO - Epoch [71][1200/3134] lr: 0.00100, eta: 15:03:16, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7625, loss_cls: 2.0794, loss: 2.0794 2020-06-18 06:51:57,782 - mmaction - INFO - Epoch [71][1220/3134] lr: 0.00100, eta: 15:03:04, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7344, loss_cls: 2.3103, loss: 2.3103 2020-06-18 06:52:09,498 - mmaction - INFO - Epoch [71][1240/3134] lr: 0.00100, eta: 15:02:52, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7531, loss_cls: 2.1817, loss: 2.1817 2020-06-18 06:52:21,094 - mmaction - INFO - Epoch [71][1260/3134] lr: 0.00100, eta: 15:02:41, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7188, loss_cls: 2.2508, loss: 2.2508 2020-06-18 06:52:32,715 - mmaction - INFO - Epoch [71][1280/3134] lr: 0.00100, eta: 15:02:29, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7438, loss_cls: 2.1363, loss: 2.1363 2020-06-18 06:52:44,314 - mmaction - INFO - Epoch [71][1300/3134] lr: 0.00100, eta: 15:02:17, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7094, loss_cls: 2.2875, loss: 2.2875 2020-06-18 06:52:55,893 - mmaction - INFO - Epoch [71][1320/3134] lr: 0.00100, eta: 15:02:06, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7750, loss_cls: 2.0142, loss: 2.0142 2020-06-18 06:53:07,555 - mmaction - INFO - Epoch [71][1340/3134] lr: 0.00100, eta: 15:01:54, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7625, loss_cls: 2.1468, loss: 2.1468 2020-06-18 06:53:19,262 - mmaction - INFO - Epoch [71][1360/3134] lr: 0.00100, eta: 15:01:42, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7344, loss_cls: 2.1782, loss: 2.1782 2020-06-18 06:53:30,912 - mmaction - INFO - Epoch [71][1380/3134] lr: 0.00100, eta: 15:01:31, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7500, loss_cls: 2.0995, loss: 2.0995 2020-06-18 06:53:42,523 - mmaction - INFO - Epoch [71][1400/3134] lr: 0.00100, eta: 15:01:19, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7375, loss_cls: 2.2431, loss: 2.2431 2020-06-18 06:53:54,160 - mmaction - INFO - Epoch [71][1420/3134] lr: 0.00100, eta: 15:01:07, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7562, loss_cls: 2.0675, loss: 2.0675 2020-06-18 06:54:05,826 - mmaction - INFO - Epoch [71][1440/3134] lr: 0.00100, eta: 15:00:55, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7781, loss_cls: 2.3193, loss: 2.3193 2020-06-18 06:54:17,444 - mmaction - INFO - Epoch [71][1460/3134] lr: 0.00100, eta: 15:00:44, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7594, loss_cls: 2.0747, loss: 2.0747 2020-06-18 06:54:29,141 - mmaction - INFO - Epoch [71][1480/3134] lr: 0.00100, eta: 15:00:32, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7375, loss_cls: 2.1642, loss: 2.1642 2020-06-18 06:54:40,739 - mmaction - INFO - Epoch [71][1500/3134] lr: 0.00100, eta: 15:00:20, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7531, loss_cls: 2.2309, loss: 2.2309 2020-06-18 06:54:52,449 - mmaction - INFO - Epoch [71][1520/3134] lr: 0.00100, eta: 15:00:09, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7250, loss_cls: 2.2801, loss: 2.2801 2020-06-18 06:55:04,087 - mmaction - INFO - Epoch [71][1540/3134] lr: 0.00100, eta: 14:59:57, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7000, loss_cls: 2.2330, loss: 2.2330 2020-06-18 06:55:15,676 - mmaction - INFO - Epoch [71][1560/3134] lr: 0.00100, eta: 14:59:45, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7531, loss_cls: 2.2161, loss: 2.2161 2020-06-18 06:55:27,273 - mmaction - INFO - Epoch [71][1580/3134] lr: 0.00100, eta: 14:59:34, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7281, loss_cls: 2.2156, loss: 2.2156 2020-06-18 06:55:38,892 - mmaction - INFO - Epoch [71][1600/3134] lr: 0.00100, eta: 14:59:22, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7281, loss_cls: 2.3158, loss: 2.3158 2020-06-18 06:55:50,501 - mmaction - INFO - Epoch [71][1620/3134] lr: 0.00100, eta: 14:59:10, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7531, loss_cls: 2.1840, loss: 2.1840 2020-06-18 06:56:02,114 - mmaction - INFO - Epoch [71][1640/3134] lr: 0.00100, eta: 14:58:58, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7844, loss_cls: 2.1074, loss: 2.1074 2020-06-18 06:56:13,757 - mmaction - INFO - Epoch [71][1660/3134] lr: 0.00100, eta: 14:58:47, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7406, loss_cls: 2.1894, loss: 2.1894 2020-06-18 06:56:25,400 - mmaction - INFO - Epoch [71][1680/3134] lr: 0.00100, eta: 14:58:35, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7625, loss_cls: 2.0447, loss: 2.0447 2020-06-18 06:56:37,008 - mmaction - INFO - Epoch [71][1700/3134] lr: 0.00100, eta: 14:58:23, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7438, loss_cls: 2.1618, loss: 2.1618 2020-06-18 06:56:48,637 - mmaction - INFO - Epoch [71][1720/3134] lr: 0.00100, eta: 14:58:12, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7312, loss_cls: 2.2225, loss: 2.2225 2020-06-18 06:57:00,291 - mmaction - INFO - Epoch [71][1740/3134] lr: 0.00100, eta: 14:58:00, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7156, loss_cls: 2.3726, loss: 2.3726 2020-06-18 06:57:11,969 - mmaction - INFO - Epoch [71][1760/3134] lr: 0.00100, eta: 14:57:48, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.6937, loss_cls: 2.3231, loss: 2.3231 2020-06-18 06:57:23,581 - mmaction - INFO - Epoch [71][1780/3134] lr: 0.00100, eta: 14:57:37, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7281, loss_cls: 2.1803, loss: 2.1803 2020-06-18 06:57:35,195 - mmaction - INFO - Epoch [71][1800/3134] lr: 0.00100, eta: 14:57:25, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7625, loss_cls: 2.2154, loss: 2.2154 2020-06-18 06:57:46,837 - mmaction - INFO - Epoch [71][1820/3134] lr: 0.00100, eta: 14:57:13, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7531, loss_cls: 2.2339, loss: 2.2339 2020-06-18 06:57:58,502 - mmaction - INFO - Epoch [71][1840/3134] lr: 0.00100, eta: 14:57:02, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7344, loss_cls: 2.2478, loss: 2.2478 2020-06-18 06:58:10,122 - mmaction - INFO - Epoch [71][1860/3134] lr: 0.00100, eta: 14:56:50, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7594, loss_cls: 2.1089, loss: 2.1089 2020-06-18 06:58:21,772 - mmaction - INFO - Epoch [71][1880/3134] lr: 0.00100, eta: 14:56:38, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7438, loss_cls: 2.0926, loss: 2.0926 2020-06-18 06:58:33,446 - mmaction - INFO - Epoch [71][1900/3134] lr: 0.00100, eta: 14:56:26, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7531, loss_cls: 2.0929, loss: 2.0929 2020-06-18 06:58:45,043 - mmaction - INFO - Epoch [71][1920/3134] lr: 0.00100, eta: 14:56:15, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7281, loss_cls: 2.2757, loss: 2.2757 2020-06-18 06:58:56,654 - mmaction - INFO - Epoch [71][1940/3134] lr: 0.00100, eta: 14:56:03, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7719, loss_cls: 2.0446, loss: 2.0446 2020-06-18 06:59:08,272 - mmaction - INFO - Epoch [71][1960/3134] lr: 0.00100, eta: 14:55:51, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7281, loss_cls: 2.3671, loss: 2.3671 2020-06-18 06:59:19,884 - mmaction - INFO - Epoch [71][1980/3134] lr: 0.00100, eta: 14:55:40, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7500, loss_cls: 2.1605, loss: 2.1605 2020-06-18 06:59:31,522 - mmaction - INFO - Epoch [71][2000/3134] lr: 0.00100, eta: 14:55:28, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7500, loss_cls: 2.2209, loss: 2.2209 2020-06-18 06:59:43,190 - mmaction - INFO - Epoch [71][2020/3134] lr: 0.00100, eta: 14:55:16, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7844, loss_cls: 2.0121, loss: 2.0121 2020-06-18 06:59:54,804 - mmaction - INFO - Epoch [71][2040/3134] lr: 0.00100, eta: 14:55:05, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7406, loss_cls: 2.2794, loss: 2.2794 2020-06-18 07:00:06,455 - mmaction - INFO - Epoch [71][2060/3134] lr: 0.00100, eta: 14:54:53, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7750, loss_cls: 2.0506, loss: 2.0506 2020-06-18 07:00:19,242 - mmaction - INFO - Epoch [71][2080/3134] lr: 0.00100, eta: 14:54:42, time: 0.640, data_time: 0.003, memory: 8339, top1_acc: 0.5625, top5_acc: 0.8187, loss_cls: 1.8079, loss: 1.8079 2020-06-18 07:00:30,874 - mmaction - INFO - Epoch [71][2100/3134] lr: 0.00100, eta: 14:54:30, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7625, loss_cls: 2.1158, loss: 2.1158 2020-06-18 07:00:42,513 - mmaction - INFO - Epoch [71][2120/3134] lr: 0.00100, eta: 14:54:18, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7406, loss_cls: 2.2046, loss: 2.2046 2020-06-18 07:00:54,145 - mmaction - INFO - Epoch [71][2140/3134] lr: 0.00100, eta: 14:54:07, time: 0.581, data_time: 0.005, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7562, loss_cls: 2.1757, loss: 2.1757 2020-06-18 07:01:05,755 - mmaction - INFO - Epoch [71][2160/3134] lr: 0.00100, eta: 14:53:55, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7750, loss_cls: 2.1057, loss: 2.1057 2020-06-18 07:01:17,407 - mmaction - INFO - Epoch [71][2180/3134] lr: 0.00100, eta: 14:53:43, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7375, loss_cls: 2.1909, loss: 2.1909 2020-06-18 07:01:29,080 - mmaction - INFO - Epoch [71][2200/3134] lr: 0.00100, eta: 14:53:32, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7312, loss_cls: 2.2581, loss: 2.2581 2020-06-18 07:01:40,746 - mmaction - INFO - Epoch [71][2220/3134] lr: 0.00100, eta: 14:53:20, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7594, loss_cls: 2.0671, loss: 2.0671 2020-06-18 07:01:52,390 - mmaction - INFO - Epoch [71][2240/3134] lr: 0.00100, eta: 14:53:08, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7594, loss_cls: 2.1747, loss: 2.1747 2020-06-18 07:02:04,078 - mmaction - INFO - Epoch [71][2260/3134] lr: 0.00100, eta: 14:52:56, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7344, loss_cls: 2.1459, loss: 2.1459 2020-06-18 07:02:15,745 - mmaction - INFO - Epoch [71][2280/3134] lr: 0.00100, eta: 14:52:45, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7219, loss_cls: 2.2579, loss: 2.2579 2020-06-18 07:02:27,418 - mmaction - INFO - Epoch [71][2300/3134] lr: 0.00100, eta: 14:52:33, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7531, loss_cls: 1.9845, loss: 1.9845 2020-06-18 07:02:39,013 - mmaction - INFO - Epoch [71][2320/3134] lr: 0.00100, eta: 14:52:21, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7312, loss_cls: 2.2268, loss: 2.2268 2020-06-18 07:02:50,670 - mmaction - INFO - Epoch [71][2340/3134] lr: 0.00100, eta: 14:52:10, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7312, loss_cls: 2.2092, loss: 2.2092 2020-06-18 07:03:02,382 - mmaction - INFO - Epoch [71][2360/3134] lr: 0.00100, eta: 14:51:58, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7812, loss_cls: 2.0921, loss: 2.0921 2020-06-18 07:03:13,949 - mmaction - INFO - Epoch [71][2380/3134] lr: 0.00100, eta: 14:51:46, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7344, loss_cls: 2.1498, loss: 2.1498 2020-06-18 07:03:25,575 - mmaction - INFO - Epoch [71][2400/3134] lr: 0.00100, eta: 14:51:35, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7250, loss_cls: 2.1709, loss: 2.1709 2020-06-18 07:03:37,229 - mmaction - INFO - Epoch [71][2420/3134] lr: 0.00100, eta: 14:51:23, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7375, loss_cls: 2.2390, loss: 2.2390 2020-06-18 07:03:48,908 - mmaction - INFO - Epoch [71][2440/3134] lr: 0.00100, eta: 14:51:11, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7531, loss_cls: 2.1035, loss: 2.1035 2020-06-18 07:04:00,482 - mmaction - INFO - Epoch [71][2460/3134] lr: 0.00100, eta: 14:51:00, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7406, loss_cls: 2.0929, loss: 2.0929 2020-06-18 07:04:12,191 - mmaction - INFO - Epoch [71][2480/3134] lr: 0.00100, eta: 14:50:48, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7875, loss_cls: 1.9323, loss: 1.9323 2020-06-18 07:04:23,886 - mmaction - INFO - Epoch [71][2500/3134] lr: 0.00100, eta: 14:50:36, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7312, loss_cls: 2.3487, loss: 2.3487 2020-06-18 07:04:35,526 - mmaction - INFO - Epoch [71][2520/3134] lr: 0.00100, eta: 14:50:25, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7281, loss_cls: 2.2466, loss: 2.2466 2020-06-18 07:04:47,159 - mmaction - INFO - Epoch [71][2540/3134] lr: 0.00100, eta: 14:50:13, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7406, loss_cls: 2.1233, loss: 2.1233 2020-06-18 07:04:58,799 - mmaction - INFO - Epoch [71][2560/3134] lr: 0.00100, eta: 14:50:01, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7375, loss_cls: 2.1388, loss: 2.1388 2020-06-18 07:05:10,522 - mmaction - INFO - Epoch [71][2580/3134] lr: 0.00100, eta: 14:49:49, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7719, loss_cls: 2.0676, loss: 2.0676 2020-06-18 07:05:22,139 - mmaction - INFO - Epoch [71][2600/3134] lr: 0.00100, eta: 14:49:38, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7719, loss_cls: 2.0346, loss: 2.0346 2020-06-18 07:05:33,728 - mmaction - INFO - Epoch [71][2620/3134] lr: 0.00100, eta: 14:49:26, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7188, loss_cls: 2.3419, loss: 2.3419 2020-06-18 07:05:45,432 - mmaction - INFO - Epoch [71][2640/3134] lr: 0.00100, eta: 14:49:14, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7156, loss_cls: 2.2023, loss: 2.2023 2020-06-18 07:05:57,104 - mmaction - INFO - Epoch [71][2660/3134] lr: 0.00100, eta: 14:49:03, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7312, loss_cls: 2.2198, loss: 2.2198 2020-06-18 07:06:08,794 - mmaction - INFO - Epoch [71][2680/3134] lr: 0.00100, eta: 14:48:51, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7500, loss_cls: 2.2380, loss: 2.2380 2020-06-18 07:06:20,435 - mmaction - INFO - Epoch [71][2700/3134] lr: 0.00100, eta: 14:48:39, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7625, loss_cls: 2.1607, loss: 2.1607 2020-06-18 07:06:32,138 - mmaction - INFO - Epoch [71][2720/3134] lr: 0.00100, eta: 14:48:28, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7281, loss_cls: 2.2404, loss: 2.2404 2020-06-18 07:06:43,859 - mmaction - INFO - Epoch [71][2740/3134] lr: 0.00100, eta: 14:48:16, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7281, loss_cls: 2.2751, loss: 2.2751 2020-06-18 07:06:55,413 - mmaction - INFO - Epoch [71][2760/3134] lr: 0.00100, eta: 14:48:04, time: 0.579, data_time: 0.004, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7281, loss_cls: 2.2511, loss: 2.2511 2020-06-18 07:07:07,017 - mmaction - INFO - Epoch [71][2780/3134] lr: 0.00100, eta: 14:47:53, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7688, loss_cls: 2.0859, loss: 2.0859 2020-06-18 07:07:18,653 - mmaction - INFO - Epoch [71][2800/3134] lr: 0.00100, eta: 14:47:41, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7250, loss_cls: 2.2285, loss: 2.2285 2020-06-18 07:07:30,248 - mmaction - INFO - Epoch [71][2820/3134] lr: 0.00100, eta: 14:47:29, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7375, loss_cls: 2.2223, loss: 2.2223 2020-06-18 07:07:41,874 - mmaction - INFO - Epoch [71][2840/3134] lr: 0.00100, eta: 14:47:17, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7750, loss_cls: 1.9804, loss: 1.9804 2020-06-18 07:07:53,496 - mmaction - INFO - Epoch [71][2860/3134] lr: 0.00100, eta: 14:47:06, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7375, loss_cls: 2.2931, loss: 2.2931 2020-06-18 07:08:05,110 - mmaction - INFO - Epoch [71][2880/3134] lr: 0.00100, eta: 14:46:54, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7531, loss_cls: 2.0689, loss: 2.0689 2020-06-18 07:08:16,762 - mmaction - INFO - Epoch [71][2900/3134] lr: 0.00100, eta: 14:46:42, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7219, loss_cls: 2.1375, loss: 2.1375 2020-06-18 07:08:28,387 - mmaction - INFO - Epoch [71][2920/3134] lr: 0.00100, eta: 14:46:31, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7500, loss_cls: 2.2034, loss: 2.2034 2020-06-18 07:08:40,008 - mmaction - INFO - Epoch [71][2940/3134] lr: 0.00100, eta: 14:46:19, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7625, loss_cls: 2.0895, loss: 2.0895 2020-06-18 07:08:51,693 - mmaction - INFO - Epoch [71][2960/3134] lr: 0.00100, eta: 14:46:07, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7250, loss_cls: 2.3470, loss: 2.3470 2020-06-18 07:09:03,292 - mmaction - INFO - Epoch [71][2980/3134] lr: 0.00100, eta: 14:45:56, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7250, loss_cls: 2.3240, loss: 2.3240 2020-06-18 07:09:14,931 - mmaction - INFO - Epoch [71][3000/3134] lr: 0.00100, eta: 14:45:44, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4656, top5_acc: 0.6969, loss_cls: 2.3318, loss: 2.3318 2020-06-18 07:09:26,568 - mmaction - INFO - Epoch [71][3020/3134] lr: 0.00100, eta: 14:45:32, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7594, loss_cls: 2.0559, loss: 2.0559 2020-06-18 07:09:38,214 - mmaction - INFO - Epoch [71][3040/3134] lr: 0.00100, eta: 14:45:21, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7562, loss_cls: 2.1635, loss: 2.1635 2020-06-18 07:09:49,836 - mmaction - INFO - Epoch [71][3060/3134] lr: 0.00100, eta: 14:45:09, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7312, loss_cls: 2.2864, loss: 2.2864 2020-06-18 07:10:01,486 - mmaction - INFO - Epoch [71][3080/3134] lr: 0.00100, eta: 14:44:57, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4219, top5_acc: 0.7500, loss_cls: 2.3121, loss: 2.3121 2020-06-18 07:10:13,209 - mmaction - INFO - Epoch [71][3100/3134] lr: 0.00100, eta: 14:44:45, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7594, loss_cls: 2.0525, loss: 2.0525 2020-06-18 07:10:24,826 - mmaction - INFO - Epoch [71][3120/3134] lr: 0.00100, eta: 14:44:34, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7188, loss_cls: 2.3851, loss: 2.3851 2020-06-18 07:11:01,735 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-18 07:11:02,991 - mmaction - INFO - top1_acc 0.2818 top5_acc 0.5308 2020-06-18 07:11:03,007 - mmaction - INFO - Epoch [71][3134/3134] lr: 0.00100, top1_acc: 0.2818, top5_acc: 0.5308 2020-06-18 07:11:18,058 - mmaction - INFO - Epoch [72][20/3134] lr: 0.00100, eta: 14:44:12, time: 0.751, data_time: 0.174, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7531, loss_cls: 2.1241, loss: 2.1241 2020-06-18 07:11:29,722 - mmaction - INFO - Epoch [72][40/3134] lr: 0.00100, eta: 14:44:00, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7875, loss_cls: 2.0654, loss: 2.0654 2020-06-18 07:11:41,346 - mmaction - INFO - Epoch [72][60/3134] lr: 0.00100, eta: 14:43:49, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7312, loss_cls: 2.2163, loss: 2.2163 2020-06-18 07:11:52,991 - mmaction - INFO - Epoch [72][80/3134] lr: 0.00100, eta: 14:43:37, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7469, loss_cls: 2.2504, loss: 2.2504 2020-06-18 07:12:04,684 - mmaction - INFO - Epoch [72][100/3134] lr: 0.00100, eta: 14:43:25, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7719, loss_cls: 2.0992, loss: 2.0992 2020-06-18 07:12:16,277 - mmaction - INFO - Epoch [72][120/3134] lr: 0.00100, eta: 14:43:13, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7469, loss_cls: 2.1304, loss: 2.1304 2020-06-18 07:12:27,978 - mmaction - INFO - Epoch [72][140/3134] lr: 0.00100, eta: 14:43:02, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7656, loss_cls: 2.0062, loss: 2.0062 2020-06-18 07:12:39,669 - mmaction - INFO - Epoch [72][160/3134] lr: 0.00100, eta: 14:42:50, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7844, loss_cls: 2.1011, loss: 2.1011 2020-06-18 07:12:51,411 - mmaction - INFO - Epoch [72][180/3134] lr: 0.00100, eta: 14:42:38, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7750, loss_cls: 1.9269, loss: 1.9269 2020-06-18 07:13:03,018 - mmaction - INFO - Epoch [72][200/3134] lr: 0.00100, eta: 14:42:27, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4594, top5_acc: 0.6875, loss_cls: 2.3690, loss: 2.3690 2020-06-18 07:13:14,693 - mmaction - INFO - Epoch [72][220/3134] lr: 0.00100, eta: 14:42:15, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7469, loss_cls: 2.2329, loss: 2.2329 2020-06-18 07:13:26,319 - mmaction - INFO - Epoch [72][240/3134] lr: 0.00100, eta: 14:42:03, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7688, loss_cls: 2.0335, loss: 2.0335 2020-06-18 07:13:38,001 - mmaction - INFO - Epoch [72][260/3134] lr: 0.00100, eta: 14:41:52, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7875, loss_cls: 2.1226, loss: 2.1226 2020-06-18 07:13:49,708 - mmaction - INFO - Epoch [72][280/3134] lr: 0.00100, eta: 14:41:40, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7063, loss_cls: 2.2996, loss: 2.2996 2020-06-18 07:14:01,359 - mmaction - INFO - Epoch [72][300/3134] lr: 0.00100, eta: 14:41:28, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7250, loss_cls: 2.1995, loss: 2.1995 2020-06-18 07:14:12,985 - mmaction - INFO - Epoch [72][320/3134] lr: 0.00100, eta: 14:41:17, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7031, loss_cls: 2.3186, loss: 2.3186 2020-06-18 07:14:24,641 - mmaction - INFO - Epoch [72][340/3134] lr: 0.00100, eta: 14:41:05, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7406, loss_cls: 2.1425, loss: 2.1425 2020-06-18 07:14:36,318 - mmaction - INFO - Epoch [72][360/3134] lr: 0.00100, eta: 14:40:53, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7312, loss_cls: 2.2300, loss: 2.2300 2020-06-18 07:14:48,002 - mmaction - INFO - Epoch [72][380/3134] lr: 0.00100, eta: 14:40:42, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7250, loss_cls: 2.2120, loss: 2.2120 2020-06-18 07:14:59,632 - mmaction - INFO - Epoch [72][400/3134] lr: 0.00100, eta: 14:40:30, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7688, loss_cls: 2.0870, loss: 2.0870 2020-06-18 07:15:11,328 - mmaction - INFO - Epoch [72][420/3134] lr: 0.00100, eta: 14:40:18, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.5312, top5_acc: 0.8000, loss_cls: 1.9124, loss: 1.9124 2020-06-18 07:15:23,000 - mmaction - INFO - Epoch [72][440/3134] lr: 0.00100, eta: 14:40:07, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7781, loss_cls: 2.0727, loss: 2.0727 2020-06-18 07:15:34,677 - mmaction - INFO - Epoch [72][460/3134] lr: 0.00100, eta: 14:39:55, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7594, loss_cls: 2.0903, loss: 2.0903 2020-06-18 07:15:46,292 - mmaction - INFO - Epoch [72][480/3134] lr: 0.00100, eta: 14:39:43, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7750, loss_cls: 1.9775, loss: 1.9775 2020-06-18 07:15:58,027 - mmaction - INFO - Epoch [72][500/3134] lr: 0.00100, eta: 14:39:32, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7781, loss_cls: 1.9632, loss: 1.9632 2020-06-18 07:16:09,665 - mmaction - INFO - Epoch [72][520/3134] lr: 0.00100, eta: 14:39:20, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7281, loss_cls: 2.2668, loss: 2.2668 2020-06-18 07:16:21,285 - mmaction - INFO - Epoch [72][540/3134] lr: 0.00100, eta: 14:39:08, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7406, loss_cls: 2.2119, loss: 2.2119 2020-06-18 07:16:32,914 - mmaction - INFO - Epoch [72][560/3134] lr: 0.00100, eta: 14:38:56, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7312, loss_cls: 2.3007, loss: 2.3007 2020-06-18 07:16:44,590 - mmaction - INFO - Epoch [72][580/3134] lr: 0.00100, eta: 14:38:45, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7500, loss_cls: 2.1742, loss: 2.1742 2020-06-18 07:16:56,183 - mmaction - INFO - Epoch [72][600/3134] lr: 0.00100, eta: 14:38:33, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7281, loss_cls: 2.2589, loss: 2.2589 2020-06-18 07:17:07,811 - mmaction - INFO - Epoch [72][620/3134] lr: 0.00100, eta: 14:38:21, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.6969, loss_cls: 2.2881, loss: 2.2881 2020-06-18 07:17:19,414 - mmaction - INFO - Epoch [72][640/3134] lr: 0.00100, eta: 14:38:10, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7312, loss_cls: 2.2064, loss: 2.2064 2020-06-18 07:17:31,067 - mmaction - INFO - Epoch [72][660/3134] lr: 0.00100, eta: 14:37:58, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7063, loss_cls: 2.3551, loss: 2.3551 2020-06-18 07:17:42,731 - mmaction - INFO - Epoch [72][680/3134] lr: 0.00100, eta: 14:37:46, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5750, top5_acc: 0.8000, loss_cls: 1.9420, loss: 1.9420 2020-06-18 07:17:54,352 - mmaction - INFO - Epoch [72][700/3134] lr: 0.00100, eta: 14:37:35, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7781, loss_cls: 2.0305, loss: 2.0305 2020-06-18 07:18:05,936 - mmaction - INFO - Epoch [72][720/3134] lr: 0.00100, eta: 14:37:23, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7344, loss_cls: 2.2957, loss: 2.2957 2020-06-18 07:18:17,516 - mmaction - INFO - Epoch [72][740/3134] lr: 0.00100, eta: 14:37:11, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 2.1203, loss: 2.1203 2020-06-18 07:18:29,199 - mmaction - INFO - Epoch [72][760/3134] lr: 0.00100, eta: 14:37:00, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 2.0773, loss: 2.0773 2020-06-18 07:18:40,792 - mmaction - INFO - Epoch [72][780/3134] lr: 0.00100, eta: 14:36:48, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7562, loss_cls: 2.1172, loss: 2.1172 2020-06-18 07:18:52,449 - mmaction - INFO - Epoch [72][800/3134] lr: 0.00100, eta: 14:36:36, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7125, loss_cls: 2.2147, loss: 2.2147 2020-06-18 07:19:04,124 - mmaction - INFO - Epoch [72][820/3134] lr: 0.00100, eta: 14:36:24, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 2.1327, loss: 2.1327 2020-06-18 07:19:15,846 - mmaction - INFO - Epoch [72][840/3134] lr: 0.00100, eta: 14:36:13, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7688, loss_cls: 2.1501, loss: 2.1501 2020-06-18 07:19:27,425 - mmaction - INFO - Epoch [72][860/3134] lr: 0.00100, eta: 14:36:01, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7656, loss_cls: 2.1198, loss: 2.1198 2020-06-18 07:19:39,110 - mmaction - INFO - Epoch [72][880/3134] lr: 0.00100, eta: 14:35:49, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7219, loss_cls: 2.2557, loss: 2.2557 2020-06-18 07:19:50,719 - mmaction - INFO - Epoch [72][900/3134] lr: 0.00100, eta: 14:35:38, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7656, loss_cls: 2.0644, loss: 2.0644 2020-06-18 07:20:02,339 - mmaction - INFO - Epoch [72][920/3134] lr: 0.00100, eta: 14:35:26, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7594, loss_cls: 2.1396, loss: 2.1396 2020-06-18 07:20:13,902 - mmaction - INFO - Epoch [72][940/3134] lr: 0.00100, eta: 14:35:14, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7750, loss_cls: 2.1750, loss: 2.1750 2020-06-18 07:20:25,692 - mmaction - INFO - Epoch [72][960/3134] lr: 0.00100, eta: 14:35:03, time: 0.589, data_time: 0.001, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7594, loss_cls: 1.9672, loss: 1.9672 2020-06-18 07:20:37,399 - mmaction - INFO - Epoch [72][980/3134] lr: 0.00100, eta: 14:34:51, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.4625, top5_acc: 0.6906, loss_cls: 2.3153, loss: 2.3153 2020-06-18 07:20:48,989 - mmaction - INFO - Epoch [72][1000/3134] lr: 0.00100, eta: 14:34:39, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7156, loss_cls: 2.2724, loss: 2.2724 2020-06-18 07:21:00,585 - mmaction - INFO - Epoch [72][1020/3134] lr: 0.00100, eta: 14:34:28, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7156, loss_cls: 2.3310, loss: 2.3310 2020-06-18 07:21:12,323 - mmaction - INFO - Epoch [72][1040/3134] lr: 0.00100, eta: 14:34:16, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7250, loss_cls: 2.2488, loss: 2.2488 2020-06-18 07:21:23,932 - mmaction - INFO - Epoch [72][1060/3134] lr: 0.00100, eta: 14:34:04, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7375, loss_cls: 2.2577, loss: 2.2577 2020-06-18 07:21:35,546 - mmaction - INFO - Epoch [72][1080/3134] lr: 0.00100, eta: 14:33:52, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7312, loss_cls: 2.2592, loss: 2.2592 2020-06-18 07:21:47,165 - mmaction - INFO - Epoch [72][1100/3134] lr: 0.00100, eta: 14:33:41, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7312, loss_cls: 2.1595, loss: 2.1595 2020-06-18 07:21:58,789 - mmaction - INFO - Epoch [72][1120/3134] lr: 0.00100, eta: 14:33:29, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7656, loss_cls: 2.0229, loss: 2.0229 2020-06-18 07:22:10,427 - mmaction - INFO - Epoch [72][1140/3134] lr: 0.00100, eta: 14:33:17, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7625, loss_cls: 2.0938, loss: 2.0938 2020-06-18 07:22:22,050 - mmaction - INFO - Epoch [72][1160/3134] lr: 0.00100, eta: 14:33:06, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7781, loss_cls: 2.0598, loss: 2.0598 2020-06-18 07:22:33,685 - mmaction - INFO - Epoch [72][1180/3134] lr: 0.00100, eta: 14:32:54, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7531, loss_cls: 2.1153, loss: 2.1153 2020-06-18 07:22:45,322 - mmaction - INFO - Epoch [72][1200/3134] lr: 0.00100, eta: 14:32:42, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7125, loss_cls: 2.2716, loss: 2.2716 2020-06-18 07:22:56,944 - mmaction - INFO - Epoch [72][1220/3134] lr: 0.00100, eta: 14:32:31, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7688, loss_cls: 2.0443, loss: 2.0443 2020-06-18 07:23:08,658 - mmaction - INFO - Epoch [72][1240/3134] lr: 0.00100, eta: 14:32:19, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7063, loss_cls: 2.3304, loss: 2.3304 2020-06-18 07:23:20,343 - mmaction - INFO - Epoch [72][1260/3134] lr: 0.00100, eta: 14:32:07, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7750, loss_cls: 2.0495, loss: 2.0495 2020-06-18 07:23:32,017 - mmaction - INFO - Epoch [72][1280/3134] lr: 0.00100, eta: 14:31:56, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7438, loss_cls: 2.2622, loss: 2.2622 2020-06-18 07:23:43,651 - mmaction - INFO - Epoch [72][1300/3134] lr: 0.00100, eta: 14:31:44, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7688, loss_cls: 2.0658, loss: 2.0658 2020-06-18 07:23:55,389 - mmaction - INFO - Epoch [72][1320/3134] lr: 0.00100, eta: 14:31:32, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7594, loss_cls: 2.1800, loss: 2.1800 2020-06-18 07:24:07,003 - mmaction - INFO - Epoch [72][1340/3134] lr: 0.00100, eta: 14:31:21, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7719, loss_cls: 2.1043, loss: 2.1043 2020-06-18 07:24:18,602 - mmaction - INFO - Epoch [72][1360/3134] lr: 0.00100, eta: 14:31:09, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7031, loss_cls: 2.3820, loss: 2.3820 2020-06-18 07:24:30,313 - mmaction - INFO - Epoch [72][1380/3134] lr: 0.00100, eta: 14:30:57, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7125, loss_cls: 2.3174, loss: 2.3174 2020-06-18 07:24:41,991 - mmaction - INFO - Epoch [72][1400/3134] lr: 0.00100, eta: 14:30:45, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7531, loss_cls: 2.1362, loss: 2.1362 2020-06-18 07:24:53,602 - mmaction - INFO - Epoch [72][1420/3134] lr: 0.00100, eta: 14:30:34, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7875, loss_cls: 2.0991, loss: 2.0991 2020-06-18 07:25:05,218 - mmaction - INFO - Epoch [72][1440/3134] lr: 0.00100, eta: 14:30:22, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7219, loss_cls: 2.2502, loss: 2.2502 2020-06-18 07:25:16,839 - mmaction - INFO - Epoch [72][1460/3134] lr: 0.00100, eta: 14:30:10, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7781, loss_cls: 2.1036, loss: 2.1036 2020-06-18 07:25:28,417 - mmaction - INFO - Epoch [72][1480/3134] lr: 0.00100, eta: 14:29:59, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7469, loss_cls: 2.1244, loss: 2.1244 2020-06-18 07:25:40,031 - mmaction - INFO - Epoch [72][1500/3134] lr: 0.00100, eta: 14:29:47, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7312, loss_cls: 2.1470, loss: 2.1470 2020-06-18 07:25:51,781 - mmaction - INFO - Epoch [72][1520/3134] lr: 0.00100, eta: 14:29:35, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7719, loss_cls: 2.0803, loss: 2.0803 2020-06-18 07:26:03,443 - mmaction - INFO - Epoch [72][1540/3134] lr: 0.00100, eta: 14:29:24, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7125, loss_cls: 2.4251, loss: 2.4251 2020-06-18 07:26:15,106 - mmaction - INFO - Epoch [72][1560/3134] lr: 0.00100, eta: 14:29:12, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7469, loss_cls: 2.0324, loss: 2.0324 2020-06-18 07:26:26,871 - mmaction - INFO - Epoch [72][1580/3134] lr: 0.00100, eta: 14:29:00, time: 0.589, data_time: 0.002, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7156, loss_cls: 2.2433, loss: 2.2433 2020-06-18 07:26:38,453 - mmaction - INFO - Epoch [72][1600/3134] lr: 0.00100, eta: 14:28:49, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7469, loss_cls: 2.1405, loss: 2.1405 2020-06-18 07:26:50,172 - mmaction - INFO - Epoch [72][1620/3134] lr: 0.00100, eta: 14:28:37, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7531, loss_cls: 2.0972, loss: 2.0972 2020-06-18 07:27:01,806 - mmaction - INFO - Epoch [72][1640/3134] lr: 0.00100, eta: 14:28:25, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7344, loss_cls: 2.3291, loss: 2.3291 2020-06-18 07:27:13,505 - mmaction - INFO - Epoch [72][1660/3134] lr: 0.00100, eta: 14:28:14, time: 0.584, data_time: 0.000, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7063, loss_cls: 2.2853, loss: 2.2853 2020-06-18 07:27:25,144 - mmaction - INFO - Epoch [72][1680/3134] lr: 0.00100, eta: 14:28:02, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7625, loss_cls: 2.0131, loss: 2.0131 2020-06-18 07:27:36,854 - mmaction - INFO - Epoch [72][1700/3134] lr: 0.00100, eta: 14:27:50, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7937, loss_cls: 2.0370, loss: 2.0370 2020-06-18 07:27:48,492 - mmaction - INFO - Epoch [72][1720/3134] lr: 0.00100, eta: 14:27:39, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7500, loss_cls: 2.2210, loss: 2.2210 2020-06-18 07:28:00,110 - mmaction - INFO - Epoch [72][1740/3134] lr: 0.00100, eta: 14:27:27, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 2.0935, loss: 2.0935 2020-06-18 07:28:11,741 - mmaction - INFO - Epoch [72][1760/3134] lr: 0.00100, eta: 14:27:15, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7875, loss_cls: 2.0515, loss: 2.0515 2020-06-18 07:28:23,369 - mmaction - INFO - Epoch [72][1780/3134] lr: 0.00100, eta: 14:27:03, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7188, loss_cls: 2.3309, loss: 2.3309 2020-06-18 07:28:34,979 - mmaction - INFO - Epoch [72][1800/3134] lr: 0.00100, eta: 14:26:52, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7625, loss_cls: 2.0570, loss: 2.0570 2020-06-18 07:28:46,608 - mmaction - INFO - Epoch [72][1820/3134] lr: 0.00100, eta: 14:26:40, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7562, loss_cls: 1.9881, loss: 1.9881 2020-06-18 07:28:58,324 - mmaction - INFO - Epoch [72][1840/3134] lr: 0.00100, eta: 14:26:28, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7906, loss_cls: 2.0426, loss: 2.0426 2020-06-18 07:29:09,991 - mmaction - INFO - Epoch [72][1860/3134] lr: 0.00100, eta: 14:26:17, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7656, loss_cls: 2.1124, loss: 2.1124 2020-06-18 07:29:21,585 - mmaction - INFO - Epoch [72][1880/3134] lr: 0.00100, eta: 14:26:05, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7469, loss_cls: 2.0822, loss: 2.0822 2020-06-18 07:29:33,303 - mmaction - INFO - Epoch [72][1900/3134] lr: 0.00100, eta: 14:25:53, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7375, loss_cls: 2.0727, loss: 2.0727 2020-06-18 07:29:44,943 - mmaction - INFO - Epoch [72][1920/3134] lr: 0.00100, eta: 14:25:42, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7625, loss_cls: 2.0940, loss: 2.0940 2020-06-18 07:29:56,572 - mmaction - INFO - Epoch [72][1940/3134] lr: 0.00100, eta: 14:25:30, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7406, loss_cls: 2.2276, loss: 2.2276 2020-06-18 07:30:08,204 - mmaction - INFO - Epoch [72][1960/3134] lr: 0.00100, eta: 14:25:18, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7875, loss_cls: 2.1189, loss: 2.1189 2020-06-18 07:30:19,793 - mmaction - INFO - Epoch [72][1980/3134] lr: 0.00100, eta: 14:25:07, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7812, loss_cls: 2.0396, loss: 2.0396 2020-06-18 07:30:31,431 - mmaction - INFO - Epoch [72][2000/3134] lr: 0.00100, eta: 14:24:55, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7250, loss_cls: 2.3312, loss: 2.3312 2020-06-18 07:30:43,133 - mmaction - INFO - Epoch [72][2020/3134] lr: 0.00100, eta: 14:24:43, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7406, loss_cls: 2.1957, loss: 2.1957 2020-06-18 07:30:54,756 - mmaction - INFO - Epoch [72][2040/3134] lr: 0.00100, eta: 14:24:31, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7438, loss_cls: 2.2943, loss: 2.2943 2020-06-18 07:31:06,415 - mmaction - INFO - Epoch [72][2060/3134] lr: 0.00100, eta: 14:24:20, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7312, loss_cls: 2.2739, loss: 2.2739 2020-06-18 07:31:17,986 - mmaction - INFO - Epoch [72][2080/3134] lr: 0.00100, eta: 14:24:08, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7500, loss_cls: 2.1535, loss: 2.1535 2020-06-18 07:31:29,616 - mmaction - INFO - Epoch [72][2100/3134] lr: 0.00100, eta: 14:23:56, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7531, loss_cls: 2.1899, loss: 2.1899 2020-06-18 07:31:41,297 - mmaction - INFO - Epoch [72][2120/3134] lr: 0.00100, eta: 14:23:45, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7406, loss_cls: 2.1423, loss: 2.1423 2020-06-18 07:31:52,931 - mmaction - INFO - Epoch [72][2140/3134] lr: 0.00100, eta: 14:23:33, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7781, loss_cls: 1.9763, loss: 1.9763 2020-06-18 07:32:04,551 - mmaction - INFO - Epoch [72][2160/3134] lr: 0.00100, eta: 14:23:21, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7188, loss_cls: 2.2427, loss: 2.2427 2020-06-18 07:32:16,182 - mmaction - INFO - Epoch [72][2180/3134] lr: 0.00100, eta: 14:23:10, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7438, loss_cls: 2.1581, loss: 2.1581 2020-06-18 07:32:27,894 - mmaction - INFO - Epoch [72][2200/3134] lr: 0.00100, eta: 14:22:58, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7500, loss_cls: 2.1258, loss: 2.1258 2020-06-18 07:32:39,514 - mmaction - INFO - Epoch [72][2220/3134] lr: 0.00100, eta: 14:22:46, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7406, loss_cls: 2.2199, loss: 2.2199 2020-06-18 07:32:51,220 - mmaction - INFO - Epoch [72][2240/3134] lr: 0.00100, eta: 14:22:35, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7656, loss_cls: 2.0721, loss: 2.0721 2020-06-18 07:33:02,885 - mmaction - INFO - Epoch [72][2260/3134] lr: 0.00100, eta: 14:22:23, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7438, loss_cls: 2.2103, loss: 2.2103 2020-06-18 07:33:14,518 - mmaction - INFO - Epoch [72][2280/3134] lr: 0.00100, eta: 14:22:11, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7656, loss_cls: 2.0823, loss: 2.0823 2020-06-18 07:33:26,142 - mmaction - INFO - Epoch [72][2300/3134] lr: 0.00100, eta: 14:22:00, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7281, loss_cls: 2.3217, loss: 2.3217 2020-06-18 07:33:37,809 - mmaction - INFO - Epoch [72][2320/3134] lr: 0.00100, eta: 14:21:48, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7312, loss_cls: 2.1802, loss: 2.1802 2020-06-18 07:33:49,417 - mmaction - INFO - Epoch [72][2340/3134] lr: 0.00100, eta: 14:21:36, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7406, loss_cls: 2.2045, loss: 2.2045 2020-06-18 07:34:01,036 - mmaction - INFO - Epoch [72][2360/3134] lr: 0.00100, eta: 14:21:24, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7531, loss_cls: 2.1673, loss: 2.1673 2020-06-18 07:34:12,663 - mmaction - INFO - Epoch [72][2380/3134] lr: 0.00100, eta: 14:21:13, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7531, loss_cls: 2.0707, loss: 2.0707 2020-06-18 07:34:24,317 - mmaction - INFO - Epoch [72][2400/3134] lr: 0.00100, eta: 14:21:01, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7188, loss_cls: 2.2735, loss: 2.2735 2020-06-18 07:34:35,946 - mmaction - INFO - Epoch [72][2420/3134] lr: 0.00100, eta: 14:20:49, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7594, loss_cls: 2.1091, loss: 2.1091 2020-06-18 07:34:47,598 - mmaction - INFO - Epoch [72][2440/3134] lr: 0.00100, eta: 14:20:38, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7656, loss_cls: 2.0369, loss: 2.0369 2020-06-18 07:34:59,242 - mmaction - INFO - Epoch [72][2460/3134] lr: 0.00100, eta: 14:20:26, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7688, loss_cls: 2.1741, loss: 2.1741 2020-06-18 07:35:10,822 - mmaction - INFO - Epoch [72][2480/3134] lr: 0.00100, eta: 14:20:14, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7375, loss_cls: 2.2228, loss: 2.2228 2020-06-18 07:35:22,404 - mmaction - INFO - Epoch [72][2500/3134] lr: 0.00100, eta: 14:20:03, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7281, loss_cls: 2.1980, loss: 2.1980 2020-06-18 07:35:33,982 - mmaction - INFO - Epoch [72][2520/3134] lr: 0.00100, eta: 14:19:51, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7750, loss_cls: 2.0759, loss: 2.0759 2020-06-18 07:35:45,653 - mmaction - INFO - Epoch [72][2540/3134] lr: 0.00100, eta: 14:19:39, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.8094, loss_cls: 1.9216, loss: 1.9216 2020-06-18 07:35:57,280 - mmaction - INFO - Epoch [72][2560/3134] lr: 0.00100, eta: 14:19:27, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7531, loss_cls: 2.1532, loss: 2.1532 2020-06-18 07:36:08,925 - mmaction - INFO - Epoch [72][2580/3134] lr: 0.00100, eta: 14:19:16, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7906, loss_cls: 1.9812, loss: 1.9812 2020-06-18 07:36:20,576 - mmaction - INFO - Epoch [72][2600/3134] lr: 0.00100, eta: 14:19:04, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7469, loss_cls: 2.1927, loss: 2.1927 2020-06-18 07:36:32,262 - mmaction - INFO - Epoch [72][2620/3134] lr: 0.00100, eta: 14:18:52, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7094, loss_cls: 2.2548, loss: 2.2548 2020-06-18 07:36:43,912 - mmaction - INFO - Epoch [72][2640/3134] lr: 0.00100, eta: 14:18:41, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7750, loss_cls: 2.0713, loss: 2.0713 2020-06-18 07:36:55,599 - mmaction - INFO - Epoch [72][2660/3134] lr: 0.00100, eta: 14:18:29, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7156, loss_cls: 2.2376, loss: 2.2376 2020-06-18 07:37:07,271 - mmaction - INFO - Epoch [72][2680/3134] lr: 0.00100, eta: 14:18:17, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7344, loss_cls: 2.2674, loss: 2.2674 2020-06-18 07:37:18,917 - mmaction - INFO - Epoch [72][2700/3134] lr: 0.00100, eta: 14:18:06, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7594, loss_cls: 2.1650, loss: 2.1650 2020-06-18 07:37:30,519 - mmaction - INFO - Epoch [72][2720/3134] lr: 0.00100, eta: 14:17:54, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7594, loss_cls: 2.2431, loss: 2.2431 2020-06-18 07:37:42,170 - mmaction - INFO - Epoch [72][2740/3134] lr: 0.00100, eta: 14:17:42, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7875, loss_cls: 2.1137, loss: 2.1137 2020-06-18 07:37:53,767 - mmaction - INFO - Epoch [72][2760/3134] lr: 0.00100, eta: 14:17:31, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7156, loss_cls: 2.2593, loss: 2.2593 2020-06-18 07:38:05,389 - mmaction - INFO - Epoch [72][2780/3134] lr: 0.00100, eta: 14:17:19, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7438, loss_cls: 2.1461, loss: 2.1461 2020-06-18 07:38:16,990 - mmaction - INFO - Epoch [72][2800/3134] lr: 0.00100, eta: 14:17:07, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7406, loss_cls: 2.0296, loss: 2.0296 2020-06-18 07:38:28,645 - mmaction - INFO - Epoch [72][2820/3134] lr: 0.00100, eta: 14:16:55, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7531, loss_cls: 1.9521, loss: 1.9521 2020-06-18 07:38:40,285 - mmaction - INFO - Epoch [72][2840/3134] lr: 0.00100, eta: 14:16:44, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.4719, top5_acc: 0.6906, loss_cls: 2.3913, loss: 2.3913 2020-06-18 07:38:51,936 - mmaction - INFO - Epoch [72][2860/3134] lr: 0.00100, eta: 14:16:32, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7531, loss_cls: 2.1798, loss: 2.1798 2020-06-18 07:39:03,632 - mmaction - INFO - Epoch [72][2880/3134] lr: 0.00100, eta: 14:16:20, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7250, loss_cls: 2.2343, loss: 2.2343 2020-06-18 07:39:15,239 - mmaction - INFO - Epoch [72][2900/3134] lr: 0.00100, eta: 14:16:09, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7250, loss_cls: 2.3520, loss: 2.3520 2020-06-18 07:39:26,924 - mmaction - INFO - Epoch [72][2920/3134] lr: 0.00100, eta: 14:15:57, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7594, loss_cls: 1.9928, loss: 1.9928 2020-06-18 07:39:38,567 - mmaction - INFO - Epoch [72][2940/3134] lr: 0.00100, eta: 14:15:45, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7344, loss_cls: 2.1586, loss: 2.1586 2020-06-18 07:39:50,216 - mmaction - INFO - Epoch [72][2960/3134] lr: 0.00100, eta: 14:15:34, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7625, loss_cls: 2.1134, loss: 2.1134 2020-06-18 07:40:01,824 - mmaction - INFO - Epoch [72][2980/3134] lr: 0.00100, eta: 14:15:22, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7281, loss_cls: 2.2713, loss: 2.2713 2020-06-18 07:40:13,473 - mmaction - INFO - Epoch [72][3000/3134] lr: 0.00100, eta: 14:15:10, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7750, loss_cls: 2.0664, loss: 2.0664 2020-06-18 07:40:25,190 - mmaction - INFO - Epoch [72][3020/3134] lr: 0.00100, eta: 14:14:59, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7562, loss_cls: 2.2884, loss: 2.2884 2020-06-18 07:40:36,830 - mmaction - INFO - Epoch [72][3040/3134] lr: 0.00100, eta: 14:14:47, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7312, loss_cls: 2.2326, loss: 2.2326 2020-06-18 07:40:48,507 - mmaction - INFO - Epoch [72][3060/3134] lr: 0.00100, eta: 14:14:35, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7750, loss_cls: 2.0863, loss: 2.0863 2020-06-18 07:41:00,075 - mmaction - INFO - Epoch [72][3080/3134] lr: 0.00100, eta: 14:14:24, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.2165, loss: 2.2165 2020-06-18 07:41:11,712 - mmaction - INFO - Epoch [72][3100/3134] lr: 0.00100, eta: 14:14:12, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7344, loss_cls: 2.1676, loss: 2.1676 2020-06-18 07:41:23,367 - mmaction - INFO - Epoch [72][3120/3134] lr: 0.00100, eta: 14:14:00, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7562, loss_cls: 2.1873, loss: 2.1873 2020-06-18 07:41:58,963 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-18 07:42:00,221 - mmaction - INFO - top1_acc 0.2808 top5_acc 0.5312 2020-06-18 07:42:00,245 - mmaction - INFO - Epoch [72][3134/3134] lr: 0.00100, top1_acc: 0.2808, top5_acc: 0.5312 2020-06-18 07:42:15,568 - mmaction - INFO - Epoch [73][20/3134] lr: 0.00100, eta: 14:13:39, time: 0.765, data_time: 0.185, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7219, loss_cls: 2.3167, loss: 2.3167 2020-06-18 07:42:27,216 - mmaction - INFO - Epoch [73][40/3134] lr: 0.00100, eta: 14:13:27, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7031, loss_cls: 2.2629, loss: 2.2629 2020-06-18 07:42:38,845 - mmaction - INFO - Epoch [73][60/3134] lr: 0.00100, eta: 14:13:15, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7250, loss_cls: 2.2839, loss: 2.2839 2020-06-18 07:42:50,610 - mmaction - INFO - Epoch [73][80/3134] lr: 0.00100, eta: 14:13:04, time: 0.587, data_time: 0.001, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7156, loss_cls: 2.3001, loss: 2.3001 2020-06-18 07:43:02,311 - mmaction - INFO - Epoch [73][100/3134] lr: 0.00100, eta: 14:12:52, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7406, loss_cls: 2.1664, loss: 2.1664 2020-06-18 07:43:13,896 - mmaction - INFO - Epoch [73][120/3134] lr: 0.00100, eta: 14:12:40, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7500, loss_cls: 2.1874, loss: 2.1874 2020-06-18 07:43:25,585 - mmaction - INFO - Epoch [73][140/3134] lr: 0.00100, eta: 14:12:28, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7438, loss_cls: 2.1110, loss: 2.1110 2020-06-18 07:43:37,298 - mmaction - INFO - Epoch [73][160/3134] lr: 0.00100, eta: 14:12:17, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7344, loss_cls: 2.1643, loss: 2.1643 2020-06-18 07:43:48,917 - mmaction - INFO - Epoch [73][180/3134] lr: 0.00100, eta: 14:12:05, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7750, loss_cls: 1.9813, loss: 1.9813 2020-06-18 07:44:00,584 - mmaction - INFO - Epoch [73][200/3134] lr: 0.00100, eta: 14:11:53, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7562, loss_cls: 2.0183, loss: 2.0183 2020-06-18 07:44:12,345 - mmaction - INFO - Epoch [73][220/3134] lr: 0.00100, eta: 14:11:42, time: 0.590, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7406, loss_cls: 2.1919, loss: 2.1919 2020-06-18 07:44:23,980 - mmaction - INFO - Epoch [73][240/3134] lr: 0.00100, eta: 14:11:30, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7750, loss_cls: 2.0997, loss: 2.0997 2020-06-18 07:44:35,604 - mmaction - INFO - Epoch [73][260/3134] lr: 0.00100, eta: 14:11:18, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7625, loss_cls: 2.0475, loss: 2.0475 2020-06-18 07:44:47,259 - mmaction - INFO - Epoch [73][280/3134] lr: 0.00100, eta: 14:11:07, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7812, loss_cls: 2.0235, loss: 2.0235 2020-06-18 07:44:58,882 - mmaction - INFO - Epoch [73][300/3134] lr: 0.00100, eta: 14:10:55, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7844, loss_cls: 2.0397, loss: 2.0397 2020-06-18 07:45:10,569 - mmaction - INFO - Epoch [73][320/3134] lr: 0.00100, eta: 14:10:43, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7969, loss_cls: 2.1228, loss: 2.1228 2020-06-18 07:45:22,213 - mmaction - INFO - Epoch [73][340/3134] lr: 0.00100, eta: 14:10:32, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7406, loss_cls: 2.1744, loss: 2.1744 2020-06-18 07:45:33,852 - mmaction - INFO - Epoch [73][360/3134] lr: 0.00100, eta: 14:10:20, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7188, loss_cls: 2.2755, loss: 2.2755 2020-06-18 07:45:45,528 - mmaction - INFO - Epoch [73][380/3134] lr: 0.00100, eta: 14:10:08, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7656, loss_cls: 2.0497, loss: 2.0497 2020-06-18 07:45:57,198 - mmaction - INFO - Epoch [73][400/3134] lr: 0.00100, eta: 14:09:57, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7875, loss_cls: 2.0408, loss: 2.0408 2020-06-18 07:46:08,820 - mmaction - INFO - Epoch [73][420/3134] lr: 0.00100, eta: 14:09:45, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.4469, top5_acc: 0.6906, loss_cls: 2.5055, loss: 2.5055 2020-06-18 07:46:20,451 - mmaction - INFO - Epoch [73][440/3134] lr: 0.00100, eta: 14:09:33, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7438, loss_cls: 2.1708, loss: 2.1708 2020-06-18 07:46:32,078 - mmaction - INFO - Epoch [73][460/3134] lr: 0.00100, eta: 14:09:22, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7594, loss_cls: 2.1023, loss: 2.1023 2020-06-18 07:46:43,806 - mmaction - INFO - Epoch [73][480/3134] lr: 0.00100, eta: 14:09:10, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7750, loss_cls: 2.1272, loss: 2.1272 2020-06-18 07:46:55,473 - mmaction - INFO - Epoch [73][500/3134] lr: 0.00100, eta: 14:08:58, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7688, loss_cls: 2.0701, loss: 2.0701 2020-06-18 07:47:07,128 - mmaction - INFO - Epoch [73][520/3134] lr: 0.00100, eta: 14:08:47, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7594, loss_cls: 2.1367, loss: 2.1367 2020-06-18 07:47:18,791 - mmaction - INFO - Epoch [73][540/3134] lr: 0.00100, eta: 14:08:35, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7500, loss_cls: 2.1958, loss: 2.1958 2020-06-18 07:47:30,468 - mmaction - INFO - Epoch [73][560/3134] lr: 0.00100, eta: 14:08:23, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5062, top5_acc: 0.8000, loss_cls: 1.9851, loss: 1.9851 2020-06-18 07:47:42,207 - mmaction - INFO - Epoch [73][580/3134] lr: 0.00100, eta: 14:08:12, time: 0.587, data_time: 0.001, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7875, loss_cls: 2.0028, loss: 2.0028 2020-06-18 07:47:53,828 - mmaction - INFO - Epoch [73][600/3134] lr: 0.00100, eta: 14:08:00, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7250, loss_cls: 2.2208, loss: 2.2208 2020-06-18 07:48:05,467 - mmaction - INFO - Epoch [73][620/3134] lr: 0.00100, eta: 14:07:48, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7281, loss_cls: 2.2329, loss: 2.2329 2020-06-18 07:48:17,022 - mmaction - INFO - Epoch [73][640/3134] lr: 0.00100, eta: 14:07:36, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7562, loss_cls: 2.2765, loss: 2.2765 2020-06-18 07:48:28,690 - mmaction - INFO - Epoch [73][660/3134] lr: 0.00100, eta: 14:07:25, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4125, top5_acc: 0.7156, loss_cls: 2.3864, loss: 2.3864 2020-06-18 07:48:40,226 - mmaction - INFO - Epoch [73][680/3134] lr: 0.00100, eta: 14:07:13, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7688, loss_cls: 2.0972, loss: 2.0972 2020-06-18 07:48:51,927 - mmaction - INFO - Epoch [73][700/3134] lr: 0.00100, eta: 14:07:01, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7812, loss_cls: 2.0140, loss: 2.0140 2020-06-18 07:49:03,605 - mmaction - INFO - Epoch [73][720/3134] lr: 0.00100, eta: 14:06:50, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7281, loss_cls: 2.2455, loss: 2.2455 2020-06-18 07:49:15,273 - mmaction - INFO - Epoch [73][740/3134] lr: 0.00100, eta: 14:06:38, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7812, loss_cls: 1.9563, loss: 1.9563 2020-06-18 07:49:26,974 - mmaction - INFO - Epoch [73][760/3134] lr: 0.00100, eta: 14:06:26, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7937, loss_cls: 2.0905, loss: 2.0905 2020-06-18 07:49:38,657 - mmaction - INFO - Epoch [73][780/3134] lr: 0.00100, eta: 14:06:15, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7625, loss_cls: 1.9827, loss: 1.9827 2020-06-18 07:49:50,273 - mmaction - INFO - Epoch [73][800/3134] lr: 0.00100, eta: 14:06:03, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.8000, loss_cls: 2.0262, loss: 2.0262 2020-06-18 07:50:01,968 - mmaction - INFO - Epoch [73][820/3134] lr: 0.00100, eta: 14:05:51, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7312, loss_cls: 2.2541, loss: 2.2541 2020-06-18 07:50:13,658 - mmaction - INFO - Epoch [73][840/3134] lr: 0.00100, eta: 14:05:40, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7594, loss_cls: 2.1327, loss: 2.1327 2020-06-18 07:50:25,347 - mmaction - INFO - Epoch [73][860/3134] lr: 0.00100, eta: 14:05:28, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7438, loss_cls: 2.1485, loss: 2.1485 2020-06-18 07:50:37,053 - mmaction - INFO - Epoch [73][880/3134] lr: 0.00100, eta: 14:05:16, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 2.1447, loss: 2.1447 2020-06-18 07:50:48,715 - mmaction - INFO - Epoch [73][900/3134] lr: 0.00100, eta: 14:05:05, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7719, loss_cls: 2.1019, loss: 2.1019 2020-06-18 07:51:00,377 - mmaction - INFO - Epoch [73][920/3134] lr: 0.00100, eta: 14:04:53, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7094, loss_cls: 2.2844, loss: 2.2844 2020-06-18 07:51:11,993 - mmaction - INFO - Epoch [73][940/3134] lr: 0.00100, eta: 14:04:41, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7812, loss_cls: 1.9175, loss: 1.9175 2020-06-18 07:51:23,560 - mmaction - INFO - Epoch [73][960/3134] lr: 0.00100, eta: 14:04:29, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7562, loss_cls: 2.0870, loss: 2.0870 2020-06-18 07:51:35,259 - mmaction - INFO - Epoch [73][980/3134] lr: 0.00100, eta: 14:04:18, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7594, loss_cls: 2.0331, loss: 2.0331 2020-06-18 07:51:46,845 - mmaction - INFO - Epoch [73][1000/3134] lr: 0.00100, eta: 14:04:06, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7438, loss_cls: 2.2008, loss: 2.2008 2020-06-18 07:51:58,456 - mmaction - INFO - Epoch [73][1020/3134] lr: 0.00100, eta: 14:03:54, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7063, loss_cls: 2.3044, loss: 2.3044 2020-06-18 07:52:10,013 - mmaction - INFO - Epoch [73][1040/3134] lr: 0.00100, eta: 14:03:43, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7562, loss_cls: 2.1794, loss: 2.1794 2020-06-18 07:52:21,661 - mmaction - INFO - Epoch [73][1060/3134] lr: 0.00100, eta: 14:03:31, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7281, loss_cls: 2.2252, loss: 2.2252 2020-06-18 07:52:33,304 - mmaction - INFO - Epoch [73][1080/3134] lr: 0.00100, eta: 14:03:19, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7406, loss_cls: 2.2058, loss: 2.2058 2020-06-18 07:52:45,011 - mmaction - INFO - Epoch [73][1100/3134] lr: 0.00100, eta: 14:03:08, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7594, loss_cls: 2.0603, loss: 2.0603 2020-06-18 07:52:56,610 - mmaction - INFO - Epoch [73][1120/3134] lr: 0.00100, eta: 14:02:56, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7500, loss_cls: 2.1437, loss: 2.1437 2020-06-18 07:53:08,329 - mmaction - INFO - Epoch [73][1140/3134] lr: 0.00100, eta: 14:02:44, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7594, loss_cls: 2.2086, loss: 2.2086 2020-06-18 07:53:20,005 - mmaction - INFO - Epoch [73][1160/3134] lr: 0.00100, eta: 14:02:33, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7344, loss_cls: 2.1174, loss: 2.1174 2020-06-18 07:53:31,623 - mmaction - INFO - Epoch [73][1180/3134] lr: 0.00100, eta: 14:02:21, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4219, top5_acc: 0.7375, loss_cls: 2.2246, loss: 2.2246 2020-06-18 07:53:43,304 - mmaction - INFO - Epoch [73][1200/3134] lr: 0.00100, eta: 14:02:09, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7438, loss_cls: 2.0766, loss: 2.0766 2020-06-18 07:53:55,007 - mmaction - INFO - Epoch [73][1220/3134] lr: 0.00100, eta: 14:01:58, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7219, loss_cls: 2.2182, loss: 2.2182 2020-06-18 07:54:06,651 - mmaction - INFO - Epoch [73][1240/3134] lr: 0.00100, eta: 14:01:46, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7500, loss_cls: 2.1552, loss: 2.1552 2020-06-18 07:54:18,357 - mmaction - INFO - Epoch [73][1260/3134] lr: 0.00100, eta: 14:01:34, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7219, loss_cls: 2.2714, loss: 2.2714 2020-06-18 07:54:29,983 - mmaction - INFO - Epoch [73][1280/3134] lr: 0.00100, eta: 14:01:22, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7781, loss_cls: 1.9668, loss: 1.9668 2020-06-18 07:54:41,597 - mmaction - INFO - Epoch [73][1300/3134] lr: 0.00100, eta: 14:01:11, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7625, loss_cls: 2.1095, loss: 2.1095 2020-06-18 07:54:53,236 - mmaction - INFO - Epoch [73][1320/3134] lr: 0.00100, eta: 14:00:59, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7156, loss_cls: 2.3464, loss: 2.3464 2020-06-18 07:55:04,853 - mmaction - INFO - Epoch [73][1340/3134] lr: 0.00100, eta: 14:00:47, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4281, top5_acc: 0.7375, loss_cls: 2.3578, loss: 2.3578 2020-06-18 07:55:16,433 - mmaction - INFO - Epoch [73][1360/3134] lr: 0.00100, eta: 14:00:36, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7406, loss_cls: 2.1440, loss: 2.1440 2020-06-18 07:55:28,119 - mmaction - INFO - Epoch [73][1380/3134] lr: 0.00100, eta: 14:00:24, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7500, loss_cls: 2.2877, loss: 2.2877 2020-06-18 07:55:39,766 - mmaction - INFO - Epoch [73][1400/3134] lr: 0.00100, eta: 14:00:12, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7937, loss_cls: 1.9817, loss: 1.9817 2020-06-18 07:55:51,419 - mmaction - INFO - Epoch [73][1420/3134] lr: 0.00100, eta: 14:00:01, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7281, loss_cls: 2.2582, loss: 2.2582 2020-06-18 07:56:03,133 - mmaction - INFO - Epoch [73][1440/3134] lr: 0.00100, eta: 13:59:49, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7625, loss_cls: 2.1287, loss: 2.1287 2020-06-18 07:56:14,750 - mmaction - INFO - Epoch [73][1460/3134] lr: 0.00100, eta: 13:59:37, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7719, loss_cls: 2.1410, loss: 2.1410 2020-06-18 07:56:26,397 - mmaction - INFO - Epoch [73][1480/3134] lr: 0.00100, eta: 13:59:26, time: 0.582, data_time: 0.000, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7531, loss_cls: 2.1103, loss: 2.1103 2020-06-18 07:56:38,035 - mmaction - INFO - Epoch [73][1500/3134] lr: 0.00100, eta: 13:59:14, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7562, loss_cls: 2.1524, loss: 2.1524 2020-06-18 07:56:49,624 - mmaction - INFO - Epoch [73][1520/3134] lr: 0.00100, eta: 13:59:02, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7625, loss_cls: 2.0959, loss: 2.0959 2020-06-18 07:57:01,237 - mmaction - INFO - Epoch [73][1540/3134] lr: 0.00100, eta: 13:58:50, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7500, loss_cls: 2.0764, loss: 2.0764 2020-06-18 07:57:12,875 - mmaction - INFO - Epoch [73][1560/3134] lr: 0.00100, eta: 13:58:39, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7406, loss_cls: 2.1095, loss: 2.1095 2020-06-18 07:57:24,522 - mmaction - INFO - Epoch [73][1580/3134] lr: 0.00100, eta: 13:58:27, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7688, loss_cls: 2.1226, loss: 2.1226 2020-06-18 07:57:36,112 - mmaction - INFO - Epoch [73][1600/3134] lr: 0.00100, eta: 13:58:15, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7156, loss_cls: 2.1956, loss: 2.1956 2020-06-18 07:57:47,860 - mmaction - INFO - Epoch [73][1620/3134] lr: 0.00100, eta: 13:58:04, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7469, loss_cls: 2.1714, loss: 2.1714 2020-06-18 07:57:59,536 - mmaction - INFO - Epoch [73][1640/3134] lr: 0.00100, eta: 13:57:52, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7656, loss_cls: 2.1253, loss: 2.1253 2020-06-18 07:58:11,176 - mmaction - INFO - Epoch [73][1660/3134] lr: 0.00100, eta: 13:57:40, time: 0.582, data_time: 0.000, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7250, loss_cls: 2.2238, loss: 2.2238 2020-06-18 07:58:22,818 - mmaction - INFO - Epoch [73][1680/3134] lr: 0.00100, eta: 13:57:29, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7469, loss_cls: 2.2473, loss: 2.2473 2020-06-18 07:58:34,527 - mmaction - INFO - Epoch [73][1700/3134] lr: 0.00100, eta: 13:57:17, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7906, loss_cls: 1.9326, loss: 1.9326 2020-06-18 07:58:46,117 - mmaction - INFO - Epoch [73][1720/3134] lr: 0.00100, eta: 13:57:05, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 2.0691, loss: 2.0691 2020-06-18 07:58:57,706 - mmaction - INFO - Epoch [73][1740/3134] lr: 0.00100, eta: 13:56:54, time: 0.579, data_time: 0.004, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7531, loss_cls: 2.1868, loss: 2.1868 2020-06-18 07:59:09,393 - mmaction - INFO - Epoch [73][1760/3134] lr: 0.00100, eta: 13:56:42, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7344, loss_cls: 2.3205, loss: 2.3205 2020-06-18 07:59:20,941 - mmaction - INFO - Epoch [73][1780/3134] lr: 0.00100, eta: 13:56:30, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7625, loss_cls: 2.1968, loss: 2.1968 2020-06-18 07:59:32,600 - mmaction - INFO - Epoch [73][1800/3134] lr: 0.00100, eta: 13:56:19, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7188, loss_cls: 2.3229, loss: 2.3229 2020-06-18 07:59:44,219 - mmaction - INFO - Epoch [73][1820/3134] lr: 0.00100, eta: 13:56:07, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7531, loss_cls: 2.0965, loss: 2.0965 2020-06-18 07:59:55,826 - mmaction - INFO - Epoch [73][1840/3134] lr: 0.00100, eta: 13:55:55, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7344, loss_cls: 2.1853, loss: 2.1853 2020-06-18 08:00:07,723 - mmaction - INFO - Epoch [73][1860/3134] lr: 0.00100, eta: 13:55:44, time: 0.595, data_time: 0.001, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7125, loss_cls: 2.3094, loss: 2.3094 2020-06-18 08:00:19,834 - mmaction - INFO - Epoch [73][1880/3134] lr: 0.00100, eta: 13:55:32, time: 0.606, data_time: 0.001, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7406, loss_cls: 2.1955, loss: 2.1955 2020-06-18 08:00:31,829 - mmaction - INFO - Epoch [73][1900/3134] lr: 0.00100, eta: 13:55:20, time: 0.600, data_time: 0.001, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 2.1136, loss: 2.1136 2020-06-18 08:00:43,391 - mmaction - INFO - Epoch [73][1920/3134] lr: 0.00100, eta: 13:55:09, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7625, loss_cls: 2.0267, loss: 2.0267 2020-06-18 08:00:55,116 - mmaction - INFO - Epoch [73][1940/3134] lr: 0.00100, eta: 13:54:57, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 2.1570, loss: 2.1570 2020-06-18 08:01:06,814 - mmaction - INFO - Epoch [73][1960/3134] lr: 0.00100, eta: 13:54:45, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7312, loss_cls: 2.2298, loss: 2.2298 2020-06-18 08:01:18,423 - mmaction - INFO - Epoch [73][1980/3134] lr: 0.00100, eta: 13:54:34, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7688, loss_cls: 2.2196, loss: 2.2196 2020-06-18 08:01:30,100 - mmaction - INFO - Epoch [73][2000/3134] lr: 0.00100, eta: 13:54:22, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7625, loss_cls: 2.0881, loss: 2.0881 2020-06-18 08:01:41,776 - mmaction - INFO - Epoch [73][2020/3134] lr: 0.00100, eta: 13:54:10, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7562, loss_cls: 2.1401, loss: 2.1401 2020-06-18 08:01:53,472 - mmaction - INFO - Epoch [73][2040/3134] lr: 0.00100, eta: 13:53:59, time: 0.583, data_time: 0.000, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7562, loss_cls: 2.1736, loss: 2.1736 2020-06-18 08:02:05,094 - mmaction - INFO - Epoch [73][2060/3134] lr: 0.00100, eta: 13:53:47, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7312, loss_cls: 2.2201, loss: 2.2201 2020-06-18 08:02:16,729 - mmaction - INFO - Epoch [73][2080/3134] lr: 0.00100, eta: 13:53:35, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4219, top5_acc: 0.7188, loss_cls: 2.3575, loss: 2.3575 2020-06-18 08:02:28,421 - mmaction - INFO - Epoch [73][2100/3134] lr: 0.00100, eta: 13:53:24, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7469, loss_cls: 2.2830, loss: 2.2830 2020-06-18 08:02:40,126 - mmaction - INFO - Epoch [73][2120/3134] lr: 0.00100, eta: 13:53:12, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7438, loss_cls: 2.1879, loss: 2.1879 2020-06-18 08:02:51,875 - mmaction - INFO - Epoch [73][2140/3134] lr: 0.00100, eta: 13:53:00, time: 0.589, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7500, loss_cls: 2.1174, loss: 2.1174 2020-06-18 08:03:03,490 - mmaction - INFO - Epoch [73][2160/3134] lr: 0.00100, eta: 13:52:49, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7188, loss_cls: 2.2114, loss: 2.2114 2020-06-18 08:03:15,193 - mmaction - INFO - Epoch [73][2180/3134] lr: 0.00100, eta: 13:52:37, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7625, loss_cls: 2.2196, loss: 2.2196 2020-06-18 08:03:26,911 - mmaction - INFO - Epoch [73][2200/3134] lr: 0.00100, eta: 13:52:25, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7312, loss_cls: 2.3112, loss: 2.3112 2020-06-18 08:03:38,565 - mmaction - INFO - Epoch [73][2220/3134] lr: 0.00100, eta: 13:52:14, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7750, loss_cls: 2.0778, loss: 2.0778 2020-06-18 08:03:50,238 - mmaction - INFO - Epoch [73][2240/3134] lr: 0.00100, eta: 13:52:02, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7188, loss_cls: 2.2799, loss: 2.2799 2020-06-18 08:04:01,943 - mmaction - INFO - Epoch [73][2260/3134] lr: 0.00100, eta: 13:51:50, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7438, loss_cls: 2.2558, loss: 2.2558 2020-06-18 08:04:13,569 - mmaction - INFO - Epoch [73][2280/3134] lr: 0.00100, eta: 13:51:39, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7781, loss_cls: 2.0927, loss: 2.0927 2020-06-18 08:04:25,238 - mmaction - INFO - Epoch [73][2300/3134] lr: 0.00100, eta: 13:51:27, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7375, loss_cls: 2.2057, loss: 2.2057 2020-06-18 08:04:36,873 - mmaction - INFO - Epoch [73][2320/3134] lr: 0.00100, eta: 13:51:15, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7094, loss_cls: 2.3186, loss: 2.3186 2020-06-18 08:04:48,460 - mmaction - INFO - Epoch [73][2340/3134] lr: 0.00100, eta: 13:51:04, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7188, loss_cls: 2.1999, loss: 2.1999 2020-06-18 08:05:00,092 - mmaction - INFO - Epoch [73][2360/3134] lr: 0.00100, eta: 13:50:52, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7656, loss_cls: 2.1081, loss: 2.1081 2020-06-18 08:05:11,749 - mmaction - INFO - Epoch [73][2380/3134] lr: 0.00100, eta: 13:50:40, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7500, loss_cls: 2.1783, loss: 2.1783 2020-06-18 08:05:23,402 - mmaction - INFO - Epoch [73][2400/3134] lr: 0.00100, eta: 13:50:28, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7406, loss_cls: 2.2477, loss: 2.2477 2020-06-18 08:05:34,966 - mmaction - INFO - Epoch [73][2420/3134] lr: 0.00100, eta: 13:50:17, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7438, loss_cls: 2.1582, loss: 2.1582 2020-06-18 08:05:46,638 - mmaction - INFO - Epoch [73][2440/3134] lr: 0.00100, eta: 13:50:05, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7625, loss_cls: 1.9598, loss: 1.9598 2020-06-18 08:05:58,261 - mmaction - INFO - Epoch [73][2460/3134] lr: 0.00100, eta: 13:49:53, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7406, loss_cls: 2.2715, loss: 2.2715 2020-06-18 08:06:09,847 - mmaction - INFO - Epoch [73][2480/3134] lr: 0.00100, eta: 13:49:42, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7281, loss_cls: 2.2514, loss: 2.2514 2020-06-18 08:06:21,498 - mmaction - INFO - Epoch [73][2500/3134] lr: 0.00100, eta: 13:49:30, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7750, loss_cls: 2.1112, loss: 2.1112 2020-06-18 08:06:33,111 - mmaction - INFO - Epoch [73][2520/3134] lr: 0.00100, eta: 13:49:18, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7625, loss_cls: 2.0270, loss: 2.0270 2020-06-18 08:06:44,759 - mmaction - INFO - Epoch [73][2540/3134] lr: 0.00100, eta: 13:49:07, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7469, loss_cls: 2.2158, loss: 2.2158 2020-06-18 08:06:56,489 - mmaction - INFO - Epoch [73][2560/3134] lr: 0.00100, eta: 13:48:55, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7250, loss_cls: 2.1799, loss: 2.1799 2020-06-18 08:07:08,146 - mmaction - INFO - Epoch [73][2580/3134] lr: 0.00100, eta: 13:48:43, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7281, loss_cls: 2.3248, loss: 2.3248 2020-06-18 08:07:19,776 - mmaction - INFO - Epoch [73][2600/3134] lr: 0.00100, eta: 13:48:32, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4469, top5_acc: 0.6937, loss_cls: 2.4026, loss: 2.4026 2020-06-18 08:07:31,434 - mmaction - INFO - Epoch [73][2620/3134] lr: 0.00100, eta: 13:48:20, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7625, loss_cls: 2.3103, loss: 2.3103 2020-06-18 08:07:43,058 - mmaction - INFO - Epoch [73][2640/3134] lr: 0.00100, eta: 13:48:08, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7094, loss_cls: 2.3191, loss: 2.3191 2020-06-18 08:07:54,638 - mmaction - INFO - Epoch [73][2660/3134] lr: 0.00100, eta: 13:47:56, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7594, loss_cls: 2.1163, loss: 2.1163 2020-06-18 08:08:06,306 - mmaction - INFO - Epoch [73][2680/3134] lr: 0.00100, eta: 13:47:45, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7219, loss_cls: 2.2231, loss: 2.2231 2020-06-18 08:08:17,937 - mmaction - INFO - Epoch [73][2700/3134] lr: 0.00100, eta: 13:47:33, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7000, loss_cls: 2.3346, loss: 2.3346 2020-06-18 08:08:29,558 - mmaction - INFO - Epoch [73][2720/3134] lr: 0.00100, eta: 13:47:21, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7469, loss_cls: 2.1907, loss: 2.1907 2020-06-18 08:08:41,229 - mmaction - INFO - Epoch [73][2740/3134] lr: 0.00100, eta: 13:47:10, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7250, loss_cls: 2.2707, loss: 2.2707 2020-06-18 08:08:52,856 - mmaction - INFO - Epoch [73][2760/3134] lr: 0.00100, eta: 13:46:58, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7375, loss_cls: 2.1664, loss: 2.1664 2020-06-18 08:09:04,459 - mmaction - INFO - Epoch [73][2780/3134] lr: 0.00100, eta: 13:46:46, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4156, top5_acc: 0.7438, loss_cls: 2.2180, loss: 2.2180 2020-06-18 08:09:16,104 - mmaction - INFO - Epoch [73][2800/3134] lr: 0.00100, eta: 13:46:35, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7562, loss_cls: 2.0930, loss: 2.0930 2020-06-18 08:09:27,759 - mmaction - INFO - Epoch [73][2820/3134] lr: 0.00100, eta: 13:46:23, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7562, loss_cls: 2.1327, loss: 2.1327 2020-06-18 08:09:39,416 - mmaction - INFO - Epoch [73][2840/3134] lr: 0.00100, eta: 13:46:11, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4094, top5_acc: 0.7031, loss_cls: 2.5088, loss: 2.5088 2020-06-18 08:09:51,076 - mmaction - INFO - Epoch [73][2860/3134] lr: 0.00100, eta: 13:46:00, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7375, loss_cls: 2.1734, loss: 2.1734 2020-06-18 08:10:02,634 - mmaction - INFO - Epoch [73][2880/3134] lr: 0.00100, eta: 13:45:48, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7750, loss_cls: 2.0934, loss: 2.0934 2020-06-18 08:10:14,341 - mmaction - INFO - Epoch [73][2900/3134] lr: 0.00100, eta: 13:45:36, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7344, loss_cls: 2.2095, loss: 2.2095 2020-06-18 08:10:26,055 - mmaction - INFO - Epoch [73][2920/3134] lr: 0.00100, eta: 13:45:25, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7594, loss_cls: 2.0689, loss: 2.0689 2020-06-18 08:10:37,615 - mmaction - INFO - Epoch [73][2940/3134] lr: 0.00100, eta: 13:45:13, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7656, loss_cls: 2.0002, loss: 2.0002 2020-06-18 08:10:49,345 - mmaction - INFO - Epoch [73][2960/3134] lr: 0.00100, eta: 13:45:01, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7625, loss_cls: 2.2124, loss: 2.2124 2020-06-18 08:11:00,982 - mmaction - INFO - Epoch [73][2980/3134] lr: 0.00100, eta: 13:44:49, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.1928, loss: 2.1928 2020-06-18 08:11:12,514 - mmaction - INFO - Epoch [73][3000/3134] lr: 0.00100, eta: 13:44:38, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7781, loss_cls: 1.9022, loss: 1.9022 2020-06-18 08:11:24,145 - mmaction - INFO - Epoch [73][3020/3134] lr: 0.00100, eta: 13:44:26, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7031, loss_cls: 2.3737, loss: 2.3737 2020-06-18 08:11:35,784 - mmaction - INFO - Epoch [73][3040/3134] lr: 0.00100, eta: 13:44:14, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7375, loss_cls: 2.2067, loss: 2.2067 2020-06-18 08:11:47,499 - mmaction - INFO - Epoch [73][3060/3134] lr: 0.00100, eta: 13:44:03, time: 0.587, data_time: 0.001, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7156, loss_cls: 2.3928, loss: 2.3928 2020-06-18 08:11:59,171 - mmaction - INFO - Epoch [73][3080/3134] lr: 0.00100, eta: 13:43:51, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7812, loss_cls: 1.9674, loss: 1.9674 2020-06-18 08:12:10,822 - mmaction - INFO - Epoch [73][3100/3134] lr: 0.00100, eta: 13:43:39, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7312, loss_cls: 2.1818, loss: 2.1818 2020-06-18 08:12:22,527 - mmaction - INFO - Epoch [73][3120/3134] lr: 0.00100, eta: 13:43:28, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.4219, top5_acc: 0.6875, loss_cls: 2.4594, loss: 2.4594 2020-06-18 08:13:00,360 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-18 08:13:01,616 - mmaction - INFO - top1_acc 0.2775 top5_acc 0.5306 2020-06-18 08:13:01,632 - mmaction - INFO - Epoch [73][3134/3134] lr: 0.00100, top1_acc: 0.2775, top5_acc: 0.5306 2020-06-18 08:13:16,889 - mmaction - INFO - Epoch [74][20/3134] lr: 0.00100, eta: 13:43:06, time: 0.762, data_time: 0.180, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7438, loss_cls: 2.2125, loss: 2.2125 2020-06-18 08:13:28,557 - mmaction - INFO - Epoch [74][40/3134] lr: 0.00100, eta: 13:42:54, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7375, loss_cls: 2.1332, loss: 2.1332 2020-06-18 08:13:40,212 - mmaction - INFO - Epoch [74][60/3134] lr: 0.00100, eta: 13:42:43, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7594, loss_cls: 2.1480, loss: 2.1480 2020-06-18 08:13:51,792 - mmaction - INFO - Epoch [74][80/3134] lr: 0.00100, eta: 13:42:31, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7688, loss_cls: 2.0458, loss: 2.0458 2020-06-18 08:14:03,498 - mmaction - INFO - Epoch [74][100/3134] lr: 0.00100, eta: 13:42:19, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7281, loss_cls: 2.2697, loss: 2.2697 2020-06-18 08:14:15,192 - mmaction - INFO - Epoch [74][120/3134] lr: 0.00100, eta: 13:42:08, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7531, loss_cls: 2.1030, loss: 2.1030 2020-06-18 08:14:26,847 - mmaction - INFO - Epoch [74][140/3134] lr: 0.00100, eta: 13:41:56, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5281, top5_acc: 0.8000, loss_cls: 1.9766, loss: 1.9766 2020-06-18 08:14:38,520 - mmaction - INFO - Epoch [74][160/3134] lr: 0.00100, eta: 13:41:44, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7812, loss_cls: 1.9264, loss: 1.9264 2020-06-18 08:14:50,137 - mmaction - INFO - Epoch [74][180/3134] lr: 0.00100, eta: 13:41:33, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7937, loss_cls: 2.0211, loss: 2.0211 2020-06-18 08:15:01,797 - mmaction - INFO - Epoch [74][200/3134] lr: 0.00100, eta: 13:41:21, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7562, loss_cls: 2.1288, loss: 2.1288 2020-06-18 08:15:13,473 - mmaction - INFO - Epoch [74][220/3134] lr: 0.00100, eta: 13:41:09, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7438, loss_cls: 2.0892, loss: 2.0892 2020-06-18 08:15:25,174 - mmaction - INFO - Epoch [74][240/3134] lr: 0.00100, eta: 13:40:58, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7438, loss_cls: 2.2511, loss: 2.2511 2020-06-18 08:15:36,828 - mmaction - INFO - Epoch [74][260/3134] lr: 0.00100, eta: 13:40:46, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7469, loss_cls: 2.0895, loss: 2.0895 2020-06-18 08:15:48,532 - mmaction - INFO - Epoch [74][280/3134] lr: 0.00100, eta: 13:40:34, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7406, loss_cls: 2.1939, loss: 2.1939 2020-06-18 08:16:00,183 - mmaction - INFO - Epoch [74][300/3134] lr: 0.00100, eta: 13:40:23, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7438, loss_cls: 2.2735, loss: 2.2735 2020-06-18 08:16:11,783 - mmaction - INFO - Epoch [74][320/3134] lr: 0.00100, eta: 13:40:11, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7625, loss_cls: 2.1197, loss: 2.1197 2020-06-18 08:16:23,459 - mmaction - INFO - Epoch [74][340/3134] lr: 0.00100, eta: 13:39:59, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7188, loss_cls: 2.2456, loss: 2.2456 2020-06-18 08:16:35,092 - mmaction - INFO - Epoch [74][360/3134] lr: 0.00100, eta: 13:39:48, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7531, loss_cls: 2.0913, loss: 2.0913 2020-06-18 08:16:46,733 - mmaction - INFO - Epoch [74][380/3134] lr: 0.00100, eta: 13:39:36, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7812, loss_cls: 1.9648, loss: 1.9648 2020-06-18 08:16:58,361 - mmaction - INFO - Epoch [74][400/3134] lr: 0.00100, eta: 13:39:24, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7562, loss_cls: 2.0906, loss: 2.0906 2020-06-18 08:17:09,995 - mmaction - INFO - Epoch [74][420/3134] lr: 0.00100, eta: 13:39:12, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7688, loss_cls: 2.1030, loss: 2.1030 2020-06-18 08:17:21,640 - mmaction - INFO - Epoch [74][440/3134] lr: 0.00100, eta: 13:39:01, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7531, loss_cls: 2.1891, loss: 2.1891 2020-06-18 08:17:33,243 - mmaction - INFO - Epoch [74][460/3134] lr: 0.00100, eta: 13:38:49, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7469, loss_cls: 2.1242, loss: 2.1242 2020-06-18 08:17:44,858 - mmaction - INFO - Epoch [74][480/3134] lr: 0.00100, eta: 13:38:37, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7375, loss_cls: 2.1619, loss: 2.1619 2020-06-18 08:17:56,496 - mmaction - INFO - Epoch [74][500/3134] lr: 0.00100, eta: 13:38:26, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5656, top5_acc: 0.8187, loss_cls: 1.8603, loss: 1.8603 2020-06-18 08:18:08,120 - mmaction - INFO - Epoch [74][520/3134] lr: 0.00100, eta: 13:38:14, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7344, loss_cls: 2.1582, loss: 2.1582 2020-06-18 08:18:19,771 - mmaction - INFO - Epoch [74][540/3134] lr: 0.00100, eta: 13:38:02, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7812, loss_cls: 2.0491, loss: 2.0491 2020-06-18 08:18:31,389 - mmaction - INFO - Epoch [74][560/3134] lr: 0.00100, eta: 13:37:51, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7406, loss_cls: 2.1410, loss: 2.1410 2020-06-18 08:18:43,100 - mmaction - INFO - Epoch [74][580/3134] lr: 0.00100, eta: 13:37:39, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7688, loss_cls: 2.1540, loss: 2.1540 2020-06-18 08:18:54,699 - mmaction - INFO - Epoch [74][600/3134] lr: 0.00100, eta: 13:37:27, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7156, loss_cls: 2.3348, loss: 2.3348 2020-06-18 08:19:06,339 - mmaction - INFO - Epoch [74][620/3134] lr: 0.00100, eta: 13:37:16, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7969, loss_cls: 2.0107, loss: 2.0107 2020-06-18 08:19:18,024 - mmaction - INFO - Epoch [74][640/3134] lr: 0.00100, eta: 13:37:04, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7688, loss_cls: 2.0763, loss: 2.0763 2020-06-18 08:19:29,637 - mmaction - INFO - Epoch [74][660/3134] lr: 0.00100, eta: 13:36:52, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7594, loss_cls: 2.2769, loss: 2.2769 2020-06-18 08:19:41,278 - mmaction - INFO - Epoch [74][680/3134] lr: 0.00100, eta: 13:36:40, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4250, top5_acc: 0.7125, loss_cls: 2.3361, loss: 2.3361 2020-06-18 08:19:52,878 - mmaction - INFO - Epoch [74][700/3134] lr: 0.00100, eta: 13:36:29, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.8063, loss_cls: 2.0084, loss: 2.0084 2020-06-18 08:20:04,531 - mmaction - INFO - Epoch [74][720/3134] lr: 0.00100, eta: 13:36:17, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7906, loss_cls: 1.9700, loss: 1.9700 2020-06-18 08:20:16,134 - mmaction - INFO - Epoch [74][740/3134] lr: 0.00100, eta: 13:36:05, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7812, loss_cls: 2.0447, loss: 2.0447 2020-06-18 08:20:27,778 - mmaction - INFO - Epoch [74][760/3134] lr: 0.00100, eta: 13:35:54, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7469, loss_cls: 2.2155, loss: 2.2155 2020-06-18 08:20:39,476 - mmaction - INFO - Epoch [74][780/3134] lr: 0.00100, eta: 13:35:42, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7469, loss_cls: 2.1131, loss: 2.1131 2020-06-18 08:20:51,084 - mmaction - INFO - Epoch [74][800/3134] lr: 0.00100, eta: 13:35:30, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7438, loss_cls: 2.1836, loss: 2.1836 2020-06-18 08:21:02,725 - mmaction - INFO - Epoch [74][820/3134] lr: 0.00100, eta: 13:35:19, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7531, loss_cls: 2.1277, loss: 2.1277 2020-06-18 08:21:14,442 - mmaction - INFO - Epoch [74][840/3134] lr: 0.00100, eta: 13:35:07, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7281, loss_cls: 2.2929, loss: 2.2929 2020-06-18 08:21:26,105 - mmaction - INFO - Epoch [74][860/3134] lr: 0.00100, eta: 13:34:55, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7656, loss_cls: 2.1469, loss: 2.1469 2020-06-18 08:21:37,698 - mmaction - INFO - Epoch [74][880/3134] lr: 0.00100, eta: 13:34:44, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7219, loss_cls: 2.2240, loss: 2.2240 2020-06-18 08:21:49,368 - mmaction - INFO - Epoch [74][900/3134] lr: 0.00100, eta: 13:34:32, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7625, loss_cls: 2.0877, loss: 2.0877 2020-06-18 08:22:01,094 - mmaction - INFO - Epoch [74][920/3134] lr: 0.00100, eta: 13:34:20, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7125, loss_cls: 2.2790, loss: 2.2790 2020-06-18 08:22:12,770 - mmaction - INFO - Epoch [74][940/3134] lr: 0.00100, eta: 13:34:09, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4969, top5_acc: 0.8063, loss_cls: 1.9456, loss: 1.9456 2020-06-18 08:22:24,437 - mmaction - INFO - Epoch [74][960/3134] lr: 0.00100, eta: 13:33:57, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7750, loss_cls: 2.0563, loss: 2.0563 2020-06-18 08:22:36,071 - mmaction - INFO - Epoch [74][980/3134] lr: 0.00100, eta: 13:33:45, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7844, loss_cls: 2.0013, loss: 2.0013 2020-06-18 08:22:47,712 - mmaction - INFO - Epoch [74][1000/3134] lr: 0.00100, eta: 13:33:34, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7625, loss_cls: 2.0550, loss: 2.0550 2020-06-18 08:22:59,366 - mmaction - INFO - Epoch [74][1020/3134] lr: 0.00100, eta: 13:33:22, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7500, loss_cls: 2.0840, loss: 2.0840 2020-06-18 08:23:11,041 - mmaction - INFO - Epoch [74][1040/3134] lr: 0.00100, eta: 13:33:10, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7719, loss_cls: 2.1119, loss: 2.1119 2020-06-18 08:23:22,713 - mmaction - INFO - Epoch [74][1060/3134] lr: 0.00100, eta: 13:32:58, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7281, loss_cls: 2.1947, loss: 2.1947 2020-06-18 08:23:34,398 - mmaction - INFO - Epoch [74][1080/3134] lr: 0.00100, eta: 13:32:47, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7594, loss_cls: 2.0714, loss: 2.0714 2020-06-18 08:23:46,006 - mmaction - INFO - Epoch [74][1100/3134] lr: 0.00100, eta: 13:32:35, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7344, loss_cls: 2.2232, loss: 2.2232 2020-06-18 08:23:57,704 - mmaction - INFO - Epoch [74][1120/3134] lr: 0.00100, eta: 13:32:23, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7625, loss_cls: 2.0033, loss: 2.0033 2020-06-18 08:24:09,317 - mmaction - INFO - Epoch [74][1140/3134] lr: 0.00100, eta: 13:32:12, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7438, loss_cls: 2.1433, loss: 2.1433 2020-06-18 08:24:21,001 - mmaction - INFO - Epoch [74][1160/3134] lr: 0.00100, eta: 13:32:00, time: 0.583, data_time: 0.000, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7562, loss_cls: 1.9271, loss: 1.9271 2020-06-18 08:24:32,644 - mmaction - INFO - Epoch [74][1180/3134] lr: 0.00100, eta: 13:31:48, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7344, loss_cls: 2.2438, loss: 2.2438 2020-06-18 08:24:44,272 - mmaction - INFO - Epoch [74][1200/3134] lr: 0.00100, eta: 13:31:37, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7531, loss_cls: 2.1374, loss: 2.1374 2020-06-18 08:24:55,882 - mmaction - INFO - Epoch [74][1220/3134] lr: 0.00100, eta: 13:31:25, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7625, loss_cls: 2.2579, loss: 2.2579 2020-06-18 08:25:07,513 - mmaction - INFO - Epoch [74][1240/3134] lr: 0.00100, eta: 13:31:13, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7594, loss_cls: 2.1232, loss: 2.1232 2020-06-18 08:25:19,174 - mmaction - INFO - Epoch [74][1260/3134] lr: 0.00100, eta: 13:31:02, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7375, loss_cls: 2.1549, loss: 2.1549 2020-06-18 08:25:30,792 - mmaction - INFO - Epoch [74][1280/3134] lr: 0.00100, eta: 13:30:50, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7562, loss_cls: 2.0400, loss: 2.0400 2020-06-18 08:25:42,470 - mmaction - INFO - Epoch [74][1300/3134] lr: 0.00100, eta: 13:30:38, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7562, loss_cls: 2.1145, loss: 2.1145 2020-06-18 08:25:54,070 - mmaction - INFO - Epoch [74][1320/3134] lr: 0.00100, eta: 13:30:27, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7719, loss_cls: 1.9983, loss: 1.9983 2020-06-18 08:26:05,778 - mmaction - INFO - Epoch [74][1340/3134] lr: 0.00100, eta: 13:30:15, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7531, loss_cls: 2.1306, loss: 2.1306 2020-06-18 08:26:17,449 - mmaction - INFO - Epoch [74][1360/3134] lr: 0.00100, eta: 13:30:03, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7562, loss_cls: 2.1501, loss: 2.1501 2020-06-18 08:26:29,170 - mmaction - INFO - Epoch [74][1380/3134] lr: 0.00100, eta: 13:29:52, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7594, loss_cls: 2.0921, loss: 2.0921 2020-06-18 08:26:40,967 - mmaction - INFO - Epoch [74][1400/3134] lr: 0.00100, eta: 13:29:40, time: 0.589, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7875, loss_cls: 1.8674, loss: 1.8674 2020-06-18 08:26:52,604 - mmaction - INFO - Epoch [74][1420/3134] lr: 0.00100, eta: 13:29:28, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7344, loss_cls: 2.2484, loss: 2.2484 2020-06-18 08:27:04,221 - mmaction - INFO - Epoch [74][1440/3134] lr: 0.00100, eta: 13:29:17, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7625, loss_cls: 2.1052, loss: 2.1052 2020-06-18 08:27:15,799 - mmaction - INFO - Epoch [74][1460/3134] lr: 0.00100, eta: 13:29:05, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7719, loss_cls: 1.9504, loss: 1.9504 2020-06-18 08:27:27,466 - mmaction - INFO - Epoch [74][1480/3134] lr: 0.00100, eta: 13:28:53, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7562, loss_cls: 2.1427, loss: 2.1427 2020-06-18 08:27:39,173 - mmaction - INFO - Epoch [74][1500/3134] lr: 0.00100, eta: 13:28:41, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7469, loss_cls: 2.0813, loss: 2.0813 2020-06-18 08:27:50,878 - mmaction - INFO - Epoch [74][1520/3134] lr: 0.00100, eta: 13:28:30, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.6906, loss_cls: 2.4246, loss: 2.4246 2020-06-18 08:28:02,481 - mmaction - INFO - Epoch [74][1540/3134] lr: 0.00100, eta: 13:28:18, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7375, loss_cls: 2.2098, loss: 2.2098 2020-06-18 08:28:14,114 - mmaction - INFO - Epoch [74][1560/3134] lr: 0.00100, eta: 13:28:06, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7219, loss_cls: 2.1820, loss: 2.1820 2020-06-18 08:28:25,778 - mmaction - INFO - Epoch [74][1580/3134] lr: 0.00100, eta: 13:27:55, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7781, loss_cls: 1.9756, loss: 1.9756 2020-06-18 08:28:37,423 - mmaction - INFO - Epoch [74][1600/3134] lr: 0.00100, eta: 13:27:43, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7781, loss_cls: 1.9890, loss: 1.9890 2020-06-18 08:28:49,024 - mmaction - INFO - Epoch [74][1620/3134] lr: 0.00100, eta: 13:27:31, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7750, loss_cls: 2.1010, loss: 2.1010 2020-06-18 08:29:00,670 - mmaction - INFO - Epoch [74][1640/3134] lr: 0.00100, eta: 13:27:20, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7406, loss_cls: 2.2041, loss: 2.2041 2020-06-18 08:29:12,327 - mmaction - INFO - Epoch [74][1660/3134] lr: 0.00100, eta: 13:27:08, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7344, loss_cls: 2.2625, loss: 2.2625 2020-06-18 08:29:24,009 - mmaction - INFO - Epoch [74][1680/3134] lr: 0.00100, eta: 13:26:56, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7562, loss_cls: 2.1050, loss: 2.1050 2020-06-18 08:29:35,613 - mmaction - INFO - Epoch [74][1700/3134] lr: 0.00100, eta: 13:26:45, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7312, loss_cls: 2.2979, loss: 2.2979 2020-06-18 08:29:47,275 - mmaction - INFO - Epoch [74][1720/3134] lr: 0.00100, eta: 13:26:33, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7562, loss_cls: 2.2239, loss: 2.2239 2020-06-18 08:29:58,932 - mmaction - INFO - Epoch [74][1740/3134] lr: 0.00100, eta: 13:26:21, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7375, loss_cls: 2.0503, loss: 2.0503 2020-06-18 08:30:10,611 - mmaction - INFO - Epoch [74][1760/3134] lr: 0.00100, eta: 13:26:10, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7344, loss_cls: 2.1260, loss: 2.1260 2020-06-18 08:30:22,230 - mmaction - INFO - Epoch [74][1780/3134] lr: 0.00100, eta: 13:25:58, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7719, loss_cls: 2.2639, loss: 2.2639 2020-06-18 08:30:33,869 - mmaction - INFO - Epoch [74][1800/3134] lr: 0.00100, eta: 13:25:46, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7344, loss_cls: 2.1494, loss: 2.1494 2020-06-18 08:30:45,538 - mmaction - INFO - Epoch [74][1820/3134] lr: 0.00100, eta: 13:25:35, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7250, loss_cls: 2.3345, loss: 2.3345 2020-06-18 08:30:57,176 - mmaction - INFO - Epoch [74][1840/3134] lr: 0.00100, eta: 13:25:23, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7562, loss_cls: 2.0930, loss: 2.0930 2020-06-18 08:31:08,799 - mmaction - INFO - Epoch [74][1860/3134] lr: 0.00100, eta: 13:25:11, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7750, loss_cls: 2.1392, loss: 2.1392 2020-06-18 08:31:20,420 - mmaction - INFO - Epoch [74][1880/3134] lr: 0.00100, eta: 13:24:59, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7375, loss_cls: 2.2903, loss: 2.2903 2020-06-18 08:31:32,130 - mmaction - INFO - Epoch [74][1900/3134] lr: 0.00100, eta: 13:24:48, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7875, loss_cls: 1.9857, loss: 1.9857 2020-06-18 08:31:43,749 - mmaction - INFO - Epoch [74][1920/3134] lr: 0.00100, eta: 13:24:36, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7937, loss_cls: 1.9576, loss: 1.9576 2020-06-18 08:31:55,359 - mmaction - INFO - Epoch [74][1940/3134] lr: 0.00100, eta: 13:24:24, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7500, loss_cls: 2.1713, loss: 2.1713 2020-06-18 08:32:07,050 - mmaction - INFO - Epoch [74][1960/3134] lr: 0.00100, eta: 13:24:13, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7531, loss_cls: 2.0339, loss: 2.0339 2020-06-18 08:32:18,703 - mmaction - INFO - Epoch [74][1980/3134] lr: 0.00100, eta: 13:24:01, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7781, loss_cls: 2.0969, loss: 2.0969 2020-06-18 08:32:30,376 - mmaction - INFO - Epoch [74][2000/3134] lr: 0.00100, eta: 13:23:49, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7594, loss_cls: 2.1004, loss: 2.1004 2020-06-18 08:32:42,041 - mmaction - INFO - Epoch [74][2020/3134] lr: 0.00100, eta: 13:23:38, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7219, loss_cls: 2.2296, loss: 2.2296 2020-06-18 08:32:53,711 - mmaction - INFO - Epoch [74][2040/3134] lr: 0.00100, eta: 13:23:26, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7344, loss_cls: 2.1884, loss: 2.1884 2020-06-18 08:33:05,252 - mmaction - INFO - Epoch [74][2060/3134] lr: 0.00100, eta: 13:23:14, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7875, loss_cls: 2.0529, loss: 2.0529 2020-06-18 08:33:16,940 - mmaction - INFO - Epoch [74][2080/3134] lr: 0.00100, eta: 13:23:03, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7562, loss_cls: 1.9790, loss: 1.9790 2020-06-18 08:33:28,507 - mmaction - INFO - Epoch [74][2100/3134] lr: 0.00100, eta: 13:22:51, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7594, loss_cls: 2.1737, loss: 2.1737 2020-06-18 08:33:40,087 - mmaction - INFO - Epoch [74][2120/3134] lr: 0.00100, eta: 13:22:39, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7375, loss_cls: 2.0990, loss: 2.0990 2020-06-18 08:33:51,751 - mmaction - INFO - Epoch [74][2140/3134] lr: 0.00100, eta: 13:22:27, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7562, loss_cls: 2.1566, loss: 2.1566 2020-06-18 08:34:03,438 - mmaction - INFO - Epoch [74][2160/3134] lr: 0.00100, eta: 13:22:16, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7406, loss_cls: 2.2781, loss: 2.2781 2020-06-18 08:34:15,152 - mmaction - INFO - Epoch [74][2180/3134] lr: 0.00100, eta: 13:22:04, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7719, loss_cls: 2.0400, loss: 2.0400 2020-06-18 08:34:26,795 - mmaction - INFO - Epoch [74][2200/3134] lr: 0.00100, eta: 13:21:52, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7875, loss_cls: 1.9325, loss: 1.9325 2020-06-18 08:34:38,423 - mmaction - INFO - Epoch [74][2220/3134] lr: 0.00100, eta: 13:21:41, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7562, loss_cls: 2.0639, loss: 2.0639 2020-06-18 08:34:50,120 - mmaction - INFO - Epoch [74][2240/3134] lr: 0.00100, eta: 13:21:29, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7625, loss_cls: 2.0486, loss: 2.0486 2020-06-18 08:35:01,764 - mmaction - INFO - Epoch [74][2260/3134] lr: 0.00100, eta: 13:21:17, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7406, loss_cls: 2.2284, loss: 2.2284 2020-06-18 08:35:13,506 - mmaction - INFO - Epoch [74][2280/3134] lr: 0.00100, eta: 13:21:06, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7594, loss_cls: 2.0416, loss: 2.0416 2020-06-18 08:35:25,175 - mmaction - INFO - Epoch [74][2300/3134] lr: 0.00100, eta: 13:20:54, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7500, loss_cls: 2.0335, loss: 2.0335 2020-06-18 08:35:36,827 - mmaction - INFO - Epoch [74][2320/3134] lr: 0.00100, eta: 13:20:42, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5500, top5_acc: 0.8000, loss_cls: 1.9127, loss: 1.9127 2020-06-18 08:35:48,456 - mmaction - INFO - Epoch [74][2340/3134] lr: 0.00100, eta: 13:20:31, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7594, loss_cls: 2.1526, loss: 2.1526 2020-06-18 08:36:00,127 - mmaction - INFO - Epoch [74][2360/3134] lr: 0.00100, eta: 13:20:19, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4437, top5_acc: 0.8063, loss_cls: 2.1239, loss: 2.1239 2020-06-18 08:36:11,745 - mmaction - INFO - Epoch [74][2380/3134] lr: 0.00100, eta: 13:20:07, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.4781, top5_acc: 0.6906, loss_cls: 2.2932, loss: 2.2932 2020-06-18 08:36:23,414 - mmaction - INFO - Epoch [74][2400/3134] lr: 0.00100, eta: 13:19:56, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7281, loss_cls: 2.1826, loss: 2.1826 2020-06-18 08:36:35,074 - mmaction - INFO - Epoch [74][2420/3134] lr: 0.00100, eta: 13:19:44, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7688, loss_cls: 1.9830, loss: 1.9830 2020-06-18 08:36:46,647 - mmaction - INFO - Epoch [74][2440/3134] lr: 0.00100, eta: 13:19:32, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7156, loss_cls: 2.1624, loss: 2.1624 2020-06-18 08:36:58,314 - mmaction - INFO - Epoch [74][2460/3134] lr: 0.00100, eta: 13:19:21, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7219, loss_cls: 2.2021, loss: 2.2021 2020-06-18 08:37:10,029 - mmaction - INFO - Epoch [74][2480/3134] lr: 0.00100, eta: 13:19:09, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7344, loss_cls: 2.2404, loss: 2.2404 2020-06-18 08:37:21,646 - mmaction - INFO - Epoch [74][2500/3134] lr: 0.00100, eta: 13:18:57, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7250, loss_cls: 2.2446, loss: 2.2446 2020-06-18 08:37:33,302 - mmaction - INFO - Epoch [74][2520/3134] lr: 0.00100, eta: 13:18:46, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7781, loss_cls: 1.9853, loss: 1.9853 2020-06-18 08:37:44,967 - mmaction - INFO - Epoch [74][2540/3134] lr: 0.00100, eta: 13:18:34, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7375, loss_cls: 2.1373, loss: 2.1373 2020-06-18 08:37:56,585 - mmaction - INFO - Epoch [74][2560/3134] lr: 0.00100, eta: 13:18:22, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7688, loss_cls: 2.0576, loss: 2.0576 2020-06-18 08:38:08,210 - mmaction - INFO - Epoch [74][2580/3134] lr: 0.00100, eta: 13:18:10, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7438, loss_cls: 2.1838, loss: 2.1838 2020-06-18 08:38:19,875 - mmaction - INFO - Epoch [74][2600/3134] lr: 0.00100, eta: 13:17:59, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7750, loss_cls: 2.0575, loss: 2.0575 2020-06-18 08:38:31,509 - mmaction - INFO - Epoch [74][2620/3134] lr: 0.00100, eta: 13:17:47, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7719, loss_cls: 2.0464, loss: 2.0464 2020-06-18 08:38:43,109 - mmaction - INFO - Epoch [74][2640/3134] lr: 0.00100, eta: 13:17:35, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7969, loss_cls: 1.7713, loss: 1.7713 2020-06-18 08:38:54,735 - mmaction - INFO - Epoch [74][2660/3134] lr: 0.00100, eta: 13:17:24, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7750, loss_cls: 2.0742, loss: 2.0742 2020-06-18 08:39:06,409 - mmaction - INFO - Epoch [74][2680/3134] lr: 0.00100, eta: 13:17:12, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7344, loss_cls: 2.2406, loss: 2.2406 2020-06-18 08:39:18,044 - mmaction - INFO - Epoch [74][2700/3134] lr: 0.00100, eta: 13:17:00, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7562, loss_cls: 2.0967, loss: 2.0967 2020-06-18 08:39:29,684 - mmaction - INFO - Epoch [74][2720/3134] lr: 0.00100, eta: 13:16:49, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7406, loss_cls: 2.1773, loss: 2.1773 2020-06-18 08:39:41,370 - mmaction - INFO - Epoch [74][2740/3134] lr: 0.00100, eta: 13:16:37, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7594, loss_cls: 2.1133, loss: 2.1133 2020-06-18 08:39:52,924 - mmaction - INFO - Epoch [74][2760/3134] lr: 0.00100, eta: 13:16:25, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7531, loss_cls: 2.1454, loss: 2.1454 2020-06-18 08:40:04,569 - mmaction - INFO - Epoch [74][2780/3134] lr: 0.00100, eta: 13:16:14, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7719, loss_cls: 1.9351, loss: 1.9351 2020-06-18 08:40:16,183 - mmaction - INFO - Epoch [74][2800/3134] lr: 0.00100, eta: 13:16:02, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7719, loss_cls: 2.0187, loss: 2.0187 2020-06-18 08:40:27,805 - mmaction - INFO - Epoch [74][2820/3134] lr: 0.00100, eta: 13:15:50, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7625, loss_cls: 2.1439, loss: 2.1439 2020-06-18 08:40:39,455 - mmaction - INFO - Epoch [74][2840/3134] lr: 0.00100, eta: 13:15:39, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7500, loss_cls: 2.1259, loss: 2.1259 2020-06-18 08:40:51,007 - mmaction - INFO - Epoch [74][2860/3134] lr: 0.00100, eta: 13:15:27, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7656, loss_cls: 2.1149, loss: 2.1149 2020-06-18 08:41:02,575 - mmaction - INFO - Epoch [74][2880/3134] lr: 0.00100, eta: 13:15:15, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7531, loss_cls: 2.1244, loss: 2.1244 2020-06-18 08:41:14,165 - mmaction - INFO - Epoch [74][2900/3134] lr: 0.00100, eta: 13:15:03, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7719, loss_cls: 2.1159, loss: 2.1159 2020-06-18 08:41:25,830 - mmaction - INFO - Epoch [74][2920/3134] lr: 0.00100, eta: 13:14:52, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.2431, loss: 2.2431 2020-06-18 08:41:37,543 - mmaction - INFO - Epoch [74][2940/3134] lr: 0.00100, eta: 13:14:40, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7688, loss_cls: 2.0701, loss: 2.0701 2020-06-18 08:41:49,279 - mmaction - INFO - Epoch [74][2960/3134] lr: 0.00100, eta: 13:14:28, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7344, loss_cls: 2.3141, loss: 2.3141 2020-06-18 08:42:00,922 - mmaction - INFO - Epoch [74][2980/3134] lr: 0.00100, eta: 13:14:17, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7063, loss_cls: 2.2850, loss: 2.2850 2020-06-18 08:42:12,574 - mmaction - INFO - Epoch [74][3000/3134] lr: 0.00100, eta: 13:14:05, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7531, loss_cls: 2.0743, loss: 2.0743 2020-06-18 08:42:24,269 - mmaction - INFO - Epoch [74][3020/3134] lr: 0.00100, eta: 13:13:53, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4250, top5_acc: 0.7000, loss_cls: 2.3826, loss: 2.3826 2020-06-18 08:42:35,962 - mmaction - INFO - Epoch [74][3040/3134] lr: 0.00100, eta: 13:13:42, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7344, loss_cls: 2.1406, loss: 2.1406 2020-06-18 08:42:47,599 - mmaction - INFO - Epoch [74][3060/3134] lr: 0.00100, eta: 13:13:30, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7531, loss_cls: 2.2496, loss: 2.2496 2020-06-18 08:42:59,296 - mmaction - INFO - Epoch [74][3080/3134] lr: 0.00100, eta: 13:13:18, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7375, loss_cls: 2.1652, loss: 2.1652 2020-06-18 08:43:10,933 - mmaction - INFO - Epoch [74][3100/3134] lr: 0.00100, eta: 13:13:07, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7656, loss_cls: 2.0768, loss: 2.0768 2020-06-18 08:43:22,575 - mmaction - INFO - Epoch [74][3120/3134] lr: 0.00100, eta: 13:12:55, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7594, loss_cls: 2.1221, loss: 2.1221 2020-06-18 08:43:57,225 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-18 08:43:58,482 - mmaction - INFO - top1_acc 0.2796 top5_acc 0.5301 2020-06-18 08:43:58,499 - mmaction - INFO - Epoch [74][3134/3134] lr: 0.00100, top1_acc: 0.2796, top5_acc: 0.5301 2020-06-18 08:44:13,875 - mmaction - INFO - Epoch [75][20/3134] lr: 0.00100, eta: 13:12:34, time: 0.767, data_time: 0.188, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7719, loss_cls: 1.9434, loss: 1.9434 2020-06-18 08:44:25,535 - mmaction - INFO - Epoch [75][40/3134] lr: 0.00100, eta: 13:12:22, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7906, loss_cls: 1.8524, loss: 1.8524 2020-06-18 08:44:37,204 - mmaction - INFO - Epoch [75][60/3134] lr: 0.00100, eta: 13:12:10, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7625, loss_cls: 2.0361, loss: 2.0361 2020-06-18 08:44:48,770 - mmaction - INFO - Epoch [75][80/3134] lr: 0.00100, eta: 13:11:58, time: 0.577, data_time: 0.000, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7438, loss_cls: 2.1520, loss: 2.1520 2020-06-18 08:45:00,528 - mmaction - INFO - Epoch [75][100/3134] lr: 0.00100, eta: 13:11:47, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7656, loss_cls: 2.0036, loss: 2.0036 2020-06-18 08:45:12,205 - mmaction - INFO - Epoch [75][120/3134] lr: 0.00100, eta: 13:11:35, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7469, loss_cls: 2.1371, loss: 2.1371 2020-06-18 08:45:24,008 - mmaction - INFO - Epoch [75][140/3134] lr: 0.00100, eta: 13:11:24, time: 0.590, data_time: 0.002, memory: 8339, top1_acc: 0.5500, top5_acc: 0.8000, loss_cls: 1.8279, loss: 1.8279 2020-06-18 08:45:35,720 - mmaction - INFO - Epoch [75][160/3134] lr: 0.00100, eta: 13:11:12, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7500, loss_cls: 2.1342, loss: 2.1342 2020-06-18 08:45:47,395 - mmaction - INFO - Epoch [75][180/3134] lr: 0.00100, eta: 13:11:00, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7781, loss_cls: 2.1005, loss: 2.1005 2020-06-18 08:45:59,014 - mmaction - INFO - Epoch [75][200/3134] lr: 0.00100, eta: 13:10:48, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7969, loss_cls: 1.9975, loss: 1.9975 2020-06-18 08:46:10,714 - mmaction - INFO - Epoch [75][220/3134] lr: 0.00100, eta: 13:10:37, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7281, loss_cls: 2.2513, loss: 2.2513 2020-06-18 08:46:22,431 - mmaction - INFO - Epoch [75][240/3134] lr: 0.00100, eta: 13:10:25, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7500, loss_cls: 2.0460, loss: 2.0460 2020-06-18 08:46:34,138 - mmaction - INFO - Epoch [75][260/3134] lr: 0.00100, eta: 13:10:13, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5281, top5_acc: 0.8000, loss_cls: 1.9066, loss: 1.9066 2020-06-18 08:46:45,850 - mmaction - INFO - Epoch [75][280/3134] lr: 0.00100, eta: 13:10:02, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7906, loss_cls: 1.9413, loss: 1.9413 2020-06-18 08:46:57,475 - mmaction - INFO - Epoch [75][300/3134] lr: 0.00100, eta: 13:09:50, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7344, loss_cls: 2.1107, loss: 2.1107 2020-06-18 08:47:09,086 - mmaction - INFO - Epoch [75][320/3134] lr: 0.00100, eta: 13:09:38, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7688, loss_cls: 2.1638, loss: 2.1638 2020-06-18 08:47:20,726 - mmaction - INFO - Epoch [75][340/3134] lr: 0.00100, eta: 13:09:27, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7562, loss_cls: 2.0559, loss: 2.0559 2020-06-18 08:47:32,363 - mmaction - INFO - Epoch [75][360/3134] lr: 0.00100, eta: 13:09:15, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7406, loss_cls: 2.1561, loss: 2.1561 2020-06-18 08:47:43,989 - mmaction - INFO - Epoch [75][380/3134] lr: 0.00100, eta: 13:09:03, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7812, loss_cls: 2.0465, loss: 2.0465 2020-06-18 08:47:55,712 - mmaction - INFO - Epoch [75][400/3134] lr: 0.00100, eta: 13:08:52, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7562, loss_cls: 1.9976, loss: 1.9976 2020-06-18 08:48:07,429 - mmaction - INFO - Epoch [75][420/3134] lr: 0.00100, eta: 13:08:40, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7812, loss_cls: 2.0075, loss: 2.0075 2020-06-18 08:48:19,106 - mmaction - INFO - Epoch [75][440/3134] lr: 0.00100, eta: 13:08:28, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7562, loss_cls: 2.1677, loss: 2.1677 2020-06-18 08:48:30,748 - mmaction - INFO - Epoch [75][460/3134] lr: 0.00100, eta: 13:08:17, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7719, loss_cls: 2.0034, loss: 2.0034 2020-06-18 08:48:42,500 - mmaction - INFO - Epoch [75][480/3134] lr: 0.00100, eta: 13:08:05, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7719, loss_cls: 1.9877, loss: 1.9877 2020-06-18 08:48:54,167 - mmaction - INFO - Epoch [75][500/3134] lr: 0.00100, eta: 13:07:53, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7844, loss_cls: 1.9368, loss: 1.9368 2020-06-18 08:49:05,810 - mmaction - INFO - Epoch [75][520/3134] lr: 0.00100, eta: 13:07:42, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5219, top5_acc: 0.8031, loss_cls: 1.9843, loss: 1.9843 2020-06-18 08:49:17,495 - mmaction - INFO - Epoch [75][540/3134] lr: 0.00100, eta: 13:07:30, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7438, loss_cls: 2.1949, loss: 2.1949 2020-06-18 08:49:29,240 - mmaction - INFO - Epoch [75][560/3134] lr: 0.00100, eta: 13:07:18, time: 0.590, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7625, loss_cls: 2.1686, loss: 2.1686 2020-06-18 08:49:40,794 - mmaction - INFO - Epoch [75][580/3134] lr: 0.00100, eta: 13:07:07, time: 0.577, data_time: 0.000, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7312, loss_cls: 2.0658, loss: 2.0658 2020-06-18 08:49:52,610 - mmaction - INFO - Epoch [75][600/3134] lr: 0.00100, eta: 13:06:55, time: 0.590, data_time: 0.003, memory: 8339, top1_acc: 0.5531, top5_acc: 0.8125, loss_cls: 1.8435, loss: 1.8435 2020-06-18 08:50:04,272 - mmaction - INFO - Epoch [75][620/3134] lr: 0.00100, eta: 13:06:43, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7594, loss_cls: 2.0705, loss: 2.0705 2020-06-18 08:50:15,946 - mmaction - INFO - Epoch [75][640/3134] lr: 0.00100, eta: 13:06:32, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5406, top5_acc: 0.8031, loss_cls: 1.9382, loss: 1.9382 2020-06-18 08:50:27,659 - mmaction - INFO - Epoch [75][660/3134] lr: 0.00100, eta: 13:06:20, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7625, loss_cls: 2.1314, loss: 2.1314 2020-06-18 08:50:39,298 - mmaction - INFO - Epoch [75][680/3134] lr: 0.00100, eta: 13:06:08, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7719, loss_cls: 2.0375, loss: 2.0375 2020-06-18 08:50:50,982 - mmaction - INFO - Epoch [75][700/3134] lr: 0.00100, eta: 13:05:57, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7438, loss_cls: 2.1007, loss: 2.1007 2020-06-18 08:51:02,740 - mmaction - INFO - Epoch [75][720/3134] lr: 0.00100, eta: 13:05:45, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7594, loss_cls: 2.0242, loss: 2.0242 2020-06-18 08:51:14,324 - mmaction - INFO - Epoch [75][740/3134] lr: 0.00100, eta: 13:05:33, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7688, loss_cls: 2.1640, loss: 2.1640 2020-06-18 08:51:25,962 - mmaction - INFO - Epoch [75][760/3134] lr: 0.00100, eta: 13:05:22, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7562, loss_cls: 1.9963, loss: 1.9963 2020-06-18 08:51:37,537 - mmaction - INFO - Epoch [75][780/3134] lr: 0.00100, eta: 13:05:10, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7656, loss_cls: 2.0980, loss: 2.0980 2020-06-18 08:51:49,249 - mmaction - INFO - Epoch [75][800/3134] lr: 0.00100, eta: 13:04:58, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.5437, top5_acc: 0.8031, loss_cls: 1.9232, loss: 1.9232 2020-06-18 08:52:00,997 - mmaction - INFO - Epoch [75][820/3134] lr: 0.00100, eta: 13:04:47, time: 0.589, data_time: 0.002, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7656, loss_cls: 2.0732, loss: 2.0732 2020-06-18 08:52:12,601 - mmaction - INFO - Epoch [75][840/3134] lr: 0.00100, eta: 13:04:35, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7875, loss_cls: 2.0477, loss: 2.0477 2020-06-18 08:52:24,228 - mmaction - INFO - Epoch [75][860/3134] lr: 0.00100, eta: 13:04:23, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7937, loss_cls: 1.9387, loss: 1.9387 2020-06-18 08:52:35,945 - mmaction - INFO - Epoch [75][880/3134] lr: 0.00100, eta: 13:04:12, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7188, loss_cls: 2.2087, loss: 2.2087 2020-06-18 08:52:47,666 - mmaction - INFO - Epoch [75][900/3134] lr: 0.00100, eta: 13:04:00, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7500, loss_cls: 2.1358, loss: 2.1358 2020-06-18 08:52:59,298 - mmaction - INFO - Epoch [75][920/3134] lr: 0.00100, eta: 13:03:48, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7406, loss_cls: 2.1945, loss: 2.1945 2020-06-18 08:53:11,012 - mmaction - INFO - Epoch [75][940/3134] lr: 0.00100, eta: 13:03:37, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7531, loss_cls: 2.0390, loss: 2.0390 2020-06-18 08:53:22,669 - mmaction - INFO - Epoch [75][960/3134] lr: 0.00100, eta: 13:03:25, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7500, loss_cls: 2.1789, loss: 2.1789 2020-06-18 08:53:34,375 - mmaction - INFO - Epoch [75][980/3134] lr: 0.00100, eta: 13:03:13, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7781, loss_cls: 1.9958, loss: 1.9958 2020-06-18 08:53:46,111 - mmaction - INFO - Epoch [75][1000/3134] lr: 0.00100, eta: 13:03:02, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7531, loss_cls: 2.1939, loss: 2.1939 2020-06-18 08:53:57,770 - mmaction - INFO - Epoch [75][1020/3134] lr: 0.00100, eta: 13:02:50, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7406, loss_cls: 2.2048, loss: 2.2048 2020-06-18 08:54:09,382 - mmaction - INFO - Epoch [75][1040/3134] lr: 0.00100, eta: 13:02:38, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7594, loss_cls: 2.0438, loss: 2.0438 2020-06-18 08:54:21,012 - mmaction - INFO - Epoch [75][1060/3134] lr: 0.00100, eta: 13:02:26, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7562, loss_cls: 2.0719, loss: 2.0719 2020-06-18 08:54:32,646 - mmaction - INFO - Epoch [75][1080/3134] lr: 0.00100, eta: 13:02:15, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7656, loss_cls: 2.0761, loss: 2.0761 2020-06-18 08:54:44,328 - mmaction - INFO - Epoch [75][1100/3134] lr: 0.00100, eta: 13:02:03, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.6969, loss_cls: 2.3729, loss: 2.3729 2020-06-18 08:54:55,902 - mmaction - INFO - Epoch [75][1120/3134] lr: 0.00100, eta: 13:01:51, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7344, loss_cls: 2.2216, loss: 2.2216 2020-06-18 08:55:07,504 - mmaction - INFO - Epoch [75][1140/3134] lr: 0.00100, eta: 13:01:40, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7625, loss_cls: 2.0750, loss: 2.0750 2020-06-18 08:55:19,171 - mmaction - INFO - Epoch [75][1160/3134] lr: 0.00100, eta: 13:01:28, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7312, loss_cls: 2.1580, loss: 2.1580 2020-06-18 08:55:30,842 - mmaction - INFO - Epoch [75][1180/3134] lr: 0.00100, eta: 13:01:16, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7656, loss_cls: 2.1358, loss: 2.1358 2020-06-18 08:55:42,501 - mmaction - INFO - Epoch [75][1200/3134] lr: 0.00100, eta: 13:01:05, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7500, loss_cls: 2.2151, loss: 2.2151 2020-06-18 08:55:54,224 - mmaction - INFO - Epoch [75][1220/3134] lr: 0.00100, eta: 13:00:53, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7594, loss_cls: 2.1935, loss: 2.1935 2020-06-18 08:56:05,875 - mmaction - INFO - Epoch [75][1240/3134] lr: 0.00100, eta: 13:00:41, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7312, loss_cls: 2.1463, loss: 2.1463 2020-06-18 08:56:17,506 - mmaction - INFO - Epoch [75][1260/3134] lr: 0.00100, eta: 13:00:30, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7656, loss_cls: 2.0367, loss: 2.0367 2020-06-18 08:56:29,140 - mmaction - INFO - Epoch [75][1280/3134] lr: 0.00100, eta: 13:00:18, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7312, loss_cls: 2.1823, loss: 2.1823 2020-06-18 08:56:40,767 - mmaction - INFO - Epoch [75][1300/3134] lr: 0.00100, eta: 13:00:06, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7063, loss_cls: 2.3049, loss: 2.3049 2020-06-18 08:56:52,298 - mmaction - INFO - Epoch [75][1320/3134] lr: 0.00100, eta: 12:59:55, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7500, loss_cls: 2.1887, loss: 2.1887 2020-06-18 08:57:03,968 - mmaction - INFO - Epoch [75][1340/3134] lr: 0.00100, eta: 12:59:43, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7188, loss_cls: 2.2376, loss: 2.2376 2020-06-18 08:57:15,607 - mmaction - INFO - Epoch [75][1360/3134] lr: 0.00100, eta: 12:59:31, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7063, loss_cls: 2.2791, loss: 2.2791 2020-06-18 08:57:27,273 - mmaction - INFO - Epoch [75][1380/3134] lr: 0.00100, eta: 12:59:19, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7844, loss_cls: 1.9324, loss: 1.9324 2020-06-18 08:57:38,894 - mmaction - INFO - Epoch [75][1400/3134] lr: 0.00100, eta: 12:59:08, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7531, loss_cls: 2.1390, loss: 2.1390 2020-06-18 08:57:50,621 - mmaction - INFO - Epoch [75][1420/3134] lr: 0.00100, eta: 12:58:56, time: 0.585, data_time: 0.000, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7469, loss_cls: 2.1097, loss: 2.1097 2020-06-18 08:58:02,250 - mmaction - INFO - Epoch [75][1440/3134] lr: 0.00100, eta: 12:58:44, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7625, loss_cls: 2.1053, loss: 2.1053 2020-06-18 08:58:13,904 - mmaction - INFO - Epoch [75][1460/3134] lr: 0.00100, eta: 12:58:33, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7312, loss_cls: 2.2330, loss: 2.2330 2020-06-18 08:58:25,612 - mmaction - INFO - Epoch [75][1480/3134] lr: 0.00100, eta: 12:58:21, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7219, loss_cls: 2.3281, loss: 2.3281 2020-06-18 08:58:37,314 - mmaction - INFO - Epoch [75][1500/3134] lr: 0.00100, eta: 12:58:09, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7219, loss_cls: 2.0944, loss: 2.0944 2020-06-18 08:58:48,991 - mmaction - INFO - Epoch [75][1520/3134] lr: 0.00100, eta: 12:57:58, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7188, loss_cls: 2.2504, loss: 2.2504 2020-06-18 08:59:00,648 - mmaction - INFO - Epoch [75][1540/3134] lr: 0.00100, eta: 12:57:46, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7594, loss_cls: 2.0841, loss: 2.0841 2020-06-18 08:59:12,212 - mmaction - INFO - Epoch [75][1560/3134] lr: 0.00100, eta: 12:57:34, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7812, loss_cls: 2.0398, loss: 2.0398 2020-06-18 08:59:23,845 - mmaction - INFO - Epoch [75][1580/3134] lr: 0.00100, eta: 12:57:23, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7312, loss_cls: 2.2785, loss: 2.2785 2020-06-18 08:59:35,547 - mmaction - INFO - Epoch [75][1600/3134] lr: 0.00100, eta: 12:57:11, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7719, loss_cls: 2.0852, loss: 2.0852 2020-06-18 08:59:47,248 - mmaction - INFO - Epoch [75][1620/3134] lr: 0.00100, eta: 12:56:59, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7844, loss_cls: 1.8489, loss: 1.8489 2020-06-18 08:59:58,889 - mmaction - INFO - Epoch [75][1640/3134] lr: 0.00100, eta: 12:56:48, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7188, loss_cls: 2.1838, loss: 2.1838 2020-06-18 09:00:11,061 - mmaction - INFO - Epoch [75][1660/3134] lr: 0.00100, eta: 12:56:36, time: 0.607, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7625, loss_cls: 2.0825, loss: 2.0825 2020-06-18 09:00:23,204 - mmaction - INFO - Epoch [75][1680/3134] lr: 0.00100, eta: 12:56:25, time: 0.609, data_time: 0.004, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7469, loss_cls: 2.2221, loss: 2.2221 2020-06-18 09:00:35,271 - mmaction - INFO - Epoch [75][1700/3134] lr: 0.00100, eta: 12:56:13, time: 0.604, data_time: 0.011, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7281, loss_cls: 2.1794, loss: 2.1794 2020-06-18 09:00:46,994 - mmaction - INFO - Epoch [75][1720/3134] lr: 0.00100, eta: 12:56:01, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7750, loss_cls: 1.9822, loss: 1.9822 2020-06-18 09:00:58,589 - mmaction - INFO - Epoch [75][1740/3134] lr: 0.00100, eta: 12:55:50, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7562, loss_cls: 2.0730, loss: 2.0730 2020-06-18 09:01:10,218 - mmaction - INFO - Epoch [75][1760/3134] lr: 0.00100, eta: 12:55:38, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7688, loss_cls: 2.1209, loss: 2.1209 2020-06-18 09:01:21,874 - mmaction - INFO - Epoch [75][1780/3134] lr: 0.00100, eta: 12:55:26, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7406, loss_cls: 2.0637, loss: 2.0637 2020-06-18 09:01:33,567 - mmaction - INFO - Epoch [75][1800/3134] lr: 0.00100, eta: 12:55:15, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7719, loss_cls: 2.1759, loss: 2.1759 2020-06-18 09:01:45,180 - mmaction - INFO - Epoch [75][1820/3134] lr: 0.00100, eta: 12:55:03, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7688, loss_cls: 2.0216, loss: 2.0216 2020-06-18 09:01:56,787 - mmaction - INFO - Epoch [75][1840/3134] lr: 0.00100, eta: 12:54:51, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7688, loss_cls: 1.9859, loss: 1.9859 2020-06-18 09:02:08,500 - mmaction - INFO - Epoch [75][1860/3134] lr: 0.00100, eta: 12:54:40, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7750, loss_cls: 2.0630, loss: 2.0630 2020-06-18 09:02:20,131 - mmaction - INFO - Epoch [75][1880/3134] lr: 0.00100, eta: 12:54:28, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7625, loss_cls: 2.0768, loss: 2.0768 2020-06-18 09:02:31,690 - mmaction - INFO - Epoch [75][1900/3134] lr: 0.00100, eta: 12:54:16, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7500, loss_cls: 2.1537, loss: 2.1537 2020-06-18 09:02:43,359 - mmaction - INFO - Epoch [75][1920/3134] lr: 0.00100, eta: 12:54:05, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7688, loss_cls: 2.0346, loss: 2.0346 2020-06-18 09:02:55,094 - mmaction - INFO - Epoch [75][1940/3134] lr: 0.00100, eta: 12:53:53, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7625, loss_cls: 2.1613, loss: 2.1613 2020-06-18 09:03:06,672 - mmaction - INFO - Epoch [75][1960/3134] lr: 0.00100, eta: 12:53:41, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7188, loss_cls: 2.2192, loss: 2.2192 2020-06-18 09:03:18,313 - mmaction - INFO - Epoch [75][1980/3134] lr: 0.00100, eta: 12:53:29, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7844, loss_cls: 2.0090, loss: 2.0090 2020-06-18 09:03:30,013 - mmaction - INFO - Epoch [75][2000/3134] lr: 0.00100, eta: 12:53:18, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7219, loss_cls: 2.2782, loss: 2.2782 2020-06-18 09:03:41,739 - mmaction - INFO - Epoch [75][2020/3134] lr: 0.00100, eta: 12:53:06, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7812, loss_cls: 2.0347, loss: 2.0347 2020-06-18 09:03:53,395 - mmaction - INFO - Epoch [75][2040/3134] lr: 0.00100, eta: 12:52:54, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7531, loss_cls: 2.0941, loss: 2.0941 2020-06-18 09:04:04,993 - mmaction - INFO - Epoch [75][2060/3134] lr: 0.00100, eta: 12:52:43, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7906, loss_cls: 1.9771, loss: 1.9771 2020-06-18 09:04:16,668 - mmaction - INFO - Epoch [75][2080/3134] lr: 0.00100, eta: 12:52:31, time: 0.583, data_time: 0.000, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7375, loss_cls: 2.1543, loss: 2.1543 2020-06-18 09:04:28,285 - mmaction - INFO - Epoch [75][2100/3134] lr: 0.00100, eta: 12:52:19, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7688, loss_cls: 2.1704, loss: 2.1704 2020-06-18 09:04:39,905 - mmaction - INFO - Epoch [75][2120/3134] lr: 0.00100, eta: 12:52:08, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7812, loss_cls: 2.0550, loss: 2.0550 2020-06-18 09:04:51,491 - mmaction - INFO - Epoch [75][2140/3134] lr: 0.00100, eta: 12:51:56, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7375, loss_cls: 2.0772, loss: 2.0772 2020-06-18 09:05:03,178 - mmaction - INFO - Epoch [75][2160/3134] lr: 0.00100, eta: 12:51:44, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7656, loss_cls: 2.1736, loss: 2.1736 2020-06-18 09:05:14,763 - mmaction - INFO - Epoch [75][2180/3134] lr: 0.00100, eta: 12:51:33, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7812, loss_cls: 2.1595, loss: 2.1595 2020-06-18 09:05:26,339 - mmaction - INFO - Epoch [75][2200/3134] lr: 0.00100, eta: 12:51:21, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7469, loss_cls: 2.0877, loss: 2.0877 2020-06-18 09:05:37,965 - mmaction - INFO - Epoch [75][2220/3134] lr: 0.00100, eta: 12:51:09, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7625, loss_cls: 2.2338, loss: 2.2338 2020-06-18 09:05:49,666 - mmaction - INFO - Epoch [75][2240/3134] lr: 0.00100, eta: 12:50:58, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7688, loss_cls: 2.0855, loss: 2.0855 2020-06-18 09:06:01,311 - mmaction - INFO - Epoch [75][2260/3134] lr: 0.00100, eta: 12:50:46, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7625, loss_cls: 2.1496, loss: 2.1496 2020-06-18 09:06:12,955 - mmaction - INFO - Epoch [75][2280/3134] lr: 0.00100, eta: 12:50:34, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7500, loss_cls: 2.0912, loss: 2.0912 2020-06-18 09:06:24,568 - mmaction - INFO - Epoch [75][2300/3134] lr: 0.00100, eta: 12:50:22, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7281, loss_cls: 2.2563, loss: 2.2563 2020-06-18 09:06:36,181 - mmaction - INFO - Epoch [75][2320/3134] lr: 0.00100, eta: 12:50:11, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7812, loss_cls: 1.9978, loss: 1.9978 2020-06-18 09:06:47,843 - mmaction - INFO - Epoch [75][2340/3134] lr: 0.00100, eta: 12:49:59, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7063, loss_cls: 2.4168, loss: 2.4168 2020-06-18 09:06:59,517 - mmaction - INFO - Epoch [75][2360/3134] lr: 0.00100, eta: 12:49:47, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7406, loss_cls: 2.2413, loss: 2.2413 2020-06-18 09:07:11,177 - mmaction - INFO - Epoch [75][2380/3134] lr: 0.00100, eta: 12:49:36, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7906, loss_cls: 1.9845, loss: 1.9845 2020-06-18 09:07:22,730 - mmaction - INFO - Epoch [75][2400/3134] lr: 0.00100, eta: 12:49:24, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7656, loss_cls: 2.0904, loss: 2.0904 2020-06-18 09:07:34,410 - mmaction - INFO - Epoch [75][2420/3134] lr: 0.00100, eta: 12:49:12, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7250, loss_cls: 2.1380, loss: 2.1380 2020-06-18 09:07:46,079 - mmaction - INFO - Epoch [75][2440/3134] lr: 0.00100, eta: 12:49:01, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7469, loss_cls: 2.1319, loss: 2.1319 2020-06-18 09:07:57,753 - mmaction - INFO - Epoch [75][2460/3134] lr: 0.00100, eta: 12:48:49, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7656, loss_cls: 2.0589, loss: 2.0589 2020-06-18 09:08:09,403 - mmaction - INFO - Epoch [75][2480/3134] lr: 0.00100, eta: 12:48:37, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7344, loss_cls: 2.2314, loss: 2.2314 2020-06-18 09:08:20,973 - mmaction - INFO - Epoch [75][2500/3134] lr: 0.00100, eta: 12:48:26, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7469, loss_cls: 2.1910, loss: 2.1910 2020-06-18 09:08:32,618 - mmaction - INFO - Epoch [75][2520/3134] lr: 0.00100, eta: 12:48:14, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7094, loss_cls: 2.4114, loss: 2.4114 2020-06-18 09:08:44,196 - mmaction - INFO - Epoch [75][2540/3134] lr: 0.00100, eta: 12:48:02, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7219, loss_cls: 2.2771, loss: 2.2771 2020-06-18 09:08:55,839 - mmaction - INFO - Epoch [75][2560/3134] lr: 0.00100, eta: 12:47:51, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7688, loss_cls: 2.0693, loss: 2.0693 2020-06-18 09:09:07,448 - mmaction - INFO - Epoch [75][2580/3134] lr: 0.00100, eta: 12:47:39, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7156, loss_cls: 2.2534, loss: 2.2534 2020-06-18 09:09:19,057 - mmaction - INFO - Epoch [75][2600/3134] lr: 0.00100, eta: 12:47:27, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7750, loss_cls: 2.0506, loss: 2.0506 2020-06-18 09:09:30,742 - mmaction - INFO - Epoch [75][2620/3134] lr: 0.00100, eta: 12:47:15, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7688, loss_cls: 2.0480, loss: 2.0480 2020-06-18 09:09:42,315 - mmaction - INFO - Epoch [75][2640/3134] lr: 0.00100, eta: 12:47:04, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7812, loss_cls: 2.1035, loss: 2.1035 2020-06-18 09:09:53,965 - mmaction - INFO - Epoch [75][2660/3134] lr: 0.00100, eta: 12:46:52, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7063, loss_cls: 2.4308, loss: 2.4308 2020-06-18 09:10:05,588 - mmaction - INFO - Epoch [75][2680/3134] lr: 0.00100, eta: 12:46:40, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7625, loss_cls: 2.1355, loss: 2.1355 2020-06-18 09:10:17,267 - mmaction - INFO - Epoch [75][2700/3134] lr: 0.00100, eta: 12:46:29, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7375, loss_cls: 2.2133, loss: 2.2133 2020-06-18 09:10:28,937 - mmaction - INFO - Epoch [75][2720/3134] lr: 0.00100, eta: 12:46:17, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7188, loss_cls: 2.2767, loss: 2.2767 2020-06-18 09:10:40,535 - mmaction - INFO - Epoch [75][2740/3134] lr: 0.00100, eta: 12:46:05, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7469, loss_cls: 2.1211, loss: 2.1211 2020-06-18 09:10:52,094 - mmaction - INFO - Epoch [75][2760/3134] lr: 0.00100, eta: 12:45:54, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7125, loss_cls: 2.2829, loss: 2.2829 2020-06-18 09:11:03,724 - mmaction - INFO - Epoch [75][2780/3134] lr: 0.00100, eta: 12:45:42, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7188, loss_cls: 2.3209, loss: 2.3209 2020-06-18 09:11:15,359 - mmaction - INFO - Epoch [75][2800/3134] lr: 0.00100, eta: 12:45:30, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7719, loss_cls: 2.0673, loss: 2.0673 2020-06-18 09:11:27,038 - mmaction - INFO - Epoch [75][2820/3134] lr: 0.00100, eta: 12:45:19, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7312, loss_cls: 2.4427, loss: 2.4427 2020-06-18 09:11:38,599 - mmaction - INFO - Epoch [75][2840/3134] lr: 0.00100, eta: 12:45:07, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7656, loss_cls: 1.9820, loss: 1.9820 2020-06-18 09:11:50,196 - mmaction - INFO - Epoch [75][2860/3134] lr: 0.00100, eta: 12:44:55, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7594, loss_cls: 2.1065, loss: 2.1065 2020-06-18 09:12:01,845 - mmaction - INFO - Epoch [75][2880/3134] lr: 0.00100, eta: 12:44:43, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7375, loss_cls: 2.1261, loss: 2.1261 2020-06-18 09:12:13,522 - mmaction - INFO - Epoch [75][2900/3134] lr: 0.00100, eta: 12:44:32, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7781, loss_cls: 1.8796, loss: 1.8796 2020-06-18 09:12:25,281 - mmaction - INFO - Epoch [75][2920/3134] lr: 0.00100, eta: 12:44:20, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7375, loss_cls: 2.1996, loss: 2.1996 2020-06-18 09:12:37,038 - mmaction - INFO - Epoch [75][2940/3134] lr: 0.00100, eta: 12:44:09, time: 0.587, data_time: 0.001, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7688, loss_cls: 2.1032, loss: 2.1032 2020-06-18 09:12:48,769 - mmaction - INFO - Epoch [75][2960/3134] lr: 0.00100, eta: 12:43:57, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7469, loss_cls: 2.1979, loss: 2.1979 2020-06-18 09:13:00,385 - mmaction - INFO - Epoch [75][2980/3134] lr: 0.00100, eta: 12:43:45, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5125, top5_acc: 0.8156, loss_cls: 1.8165, loss: 1.8165 2020-06-18 09:13:12,026 - mmaction - INFO - Epoch [75][3000/3134] lr: 0.00100, eta: 12:43:33, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 2.1413, loss: 2.1413 2020-06-18 09:13:23,600 - mmaction - INFO - Epoch [75][3020/3134] lr: 0.00100, eta: 12:43:22, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7188, loss_cls: 2.2266, loss: 2.2266 2020-06-18 09:13:35,272 - mmaction - INFO - Epoch [75][3040/3134] lr: 0.00100, eta: 12:43:10, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7531, loss_cls: 2.0073, loss: 2.0073 2020-06-18 09:13:46,962 - mmaction - INFO - Epoch [75][3060/3134] lr: 0.00100, eta: 12:42:58, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7000, loss_cls: 2.3646, loss: 2.3646 2020-06-18 09:13:58,588 - mmaction - INFO - Epoch [75][3080/3134] lr: 0.00100, eta: 12:42:47, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7375, loss_cls: 2.2074, loss: 2.2074 2020-06-18 09:14:10,222 - mmaction - INFO - Epoch [75][3100/3134] lr: 0.00100, eta: 12:42:35, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7406, loss_cls: 2.2263, loss: 2.2263 2020-06-18 09:14:21,865 - mmaction - INFO - Epoch [75][3120/3134] lr: 0.00100, eta: 12:42:23, time: 0.582, data_time: 0.000, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7312, loss_cls: 2.0914, loss: 2.0914 2020-06-18 09:15:00,080 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-18 09:15:01,337 - mmaction - INFO - top1_acc 0.2788 top5_acc 0.5311 2020-06-18 09:15:01,354 - mmaction - INFO - Epoch [75][3134/3134] lr: 0.00100, top1_acc: 0.2788, top5_acc: 0.5311 2020-06-18 09:15:16,594 - mmaction - INFO - Epoch [76][20/3134] lr: 0.00100, eta: 12:42:02, time: 0.761, data_time: 0.181, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7469, loss_cls: 2.0932, loss: 2.0932 2020-06-18 09:15:28,274 - mmaction - INFO - Epoch [76][40/3134] lr: 0.00100, eta: 12:41:50, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7812, loss_cls: 1.9194, loss: 1.9194 2020-06-18 09:15:39,971 - mmaction - INFO - Epoch [76][60/3134] lr: 0.00100, eta: 12:41:39, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7406, loss_cls: 2.2109, loss: 2.2109 2020-06-18 09:15:51,587 - mmaction - INFO - Epoch [76][80/3134] lr: 0.00100, eta: 12:41:27, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7094, loss_cls: 2.3045, loss: 2.3045 2020-06-18 09:16:03,337 - mmaction - INFO - Epoch [76][100/3134] lr: 0.00100, eta: 12:41:15, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7250, loss_cls: 2.3663, loss: 2.3663 2020-06-18 09:16:15,024 - mmaction - INFO - Epoch [76][120/3134] lr: 0.00100, eta: 12:41:04, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7812, loss_cls: 2.0588, loss: 2.0588 2020-06-18 09:16:26,654 - mmaction - INFO - Epoch [76][140/3134] lr: 0.00100, eta: 12:40:52, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7906, loss_cls: 1.9632, loss: 1.9632 2020-06-18 09:16:38,278 - mmaction - INFO - Epoch [76][160/3134] lr: 0.00100, eta: 12:40:40, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7406, loss_cls: 2.1809, loss: 2.1809 2020-06-18 09:16:50,001 - mmaction - INFO - Epoch [76][180/3134] lr: 0.00100, eta: 12:40:29, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7375, loss_cls: 2.2196, loss: 2.2196 2020-06-18 09:17:01,616 - mmaction - INFO - Epoch [76][200/3134] lr: 0.00100, eta: 12:40:17, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7250, loss_cls: 2.2617, loss: 2.2617 2020-06-18 09:17:13,273 - mmaction - INFO - Epoch [76][220/3134] lr: 0.00100, eta: 12:40:05, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7594, loss_cls: 2.1263, loss: 2.1263 2020-06-18 09:17:24,901 - mmaction - INFO - Epoch [76][240/3134] lr: 0.00100, eta: 12:39:54, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7625, loss_cls: 2.0939, loss: 2.0939 2020-06-18 09:17:36,503 - mmaction - INFO - Epoch [76][260/3134] lr: 0.00100, eta: 12:39:42, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7750, loss_cls: 2.0143, loss: 2.0143 2020-06-18 09:17:48,227 - mmaction - INFO - Epoch [76][280/3134] lr: 0.00100, eta: 12:39:30, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7438, loss_cls: 2.1361, loss: 2.1361 2020-06-18 09:17:59,818 - mmaction - INFO - Epoch [76][300/3134] lr: 0.00100, eta: 12:39:18, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7750, loss_cls: 2.0285, loss: 2.0285 2020-06-18 09:18:11,382 - mmaction - INFO - Epoch [76][320/3134] lr: 0.00100, eta: 12:39:07, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7875, loss_cls: 2.0982, loss: 2.0982 2020-06-18 09:18:23,048 - mmaction - INFO - Epoch [76][340/3134] lr: 0.00100, eta: 12:38:55, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7812, loss_cls: 1.9586, loss: 1.9586 2020-06-18 09:18:34,734 - mmaction - INFO - Epoch [76][360/3134] lr: 0.00100, eta: 12:38:43, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7656, loss_cls: 2.0613, loss: 2.0613 2020-06-18 09:18:46,365 - mmaction - INFO - Epoch [76][380/3134] lr: 0.00100, eta: 12:38:32, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7969, loss_cls: 1.9712, loss: 1.9712 2020-06-18 09:18:58,130 - mmaction - INFO - Epoch [76][400/3134] lr: 0.00100, eta: 12:38:20, time: 0.590, data_time: 0.003, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7281, loss_cls: 2.3241, loss: 2.3241 2020-06-18 09:19:09,772 - mmaction - INFO - Epoch [76][420/3134] lr: 0.00100, eta: 12:38:08, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7562, loss_cls: 2.1579, loss: 2.1579 2020-06-18 09:19:21,377 - mmaction - INFO - Epoch [76][440/3134] lr: 0.00100, eta: 12:37:57, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7781, loss_cls: 2.1233, loss: 2.1233 2020-06-18 09:19:33,006 - mmaction - INFO - Epoch [76][460/3134] lr: 0.00100, eta: 12:37:45, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7562, loss_cls: 2.0367, loss: 2.0367 2020-06-18 09:19:44,606 - mmaction - INFO - Epoch [76][480/3134] lr: 0.00100, eta: 12:37:33, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7625, loss_cls: 1.9870, loss: 1.9870 2020-06-18 09:19:56,224 - mmaction - INFO - Epoch [76][500/3134] lr: 0.00100, eta: 12:37:22, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7781, loss_cls: 1.9621, loss: 1.9621 2020-06-18 09:20:07,901 - mmaction - INFO - Epoch [76][520/3134] lr: 0.00100, eta: 12:37:10, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7656, loss_cls: 2.0853, loss: 2.0853 2020-06-18 09:20:19,622 - mmaction - INFO - Epoch [76][540/3134] lr: 0.00100, eta: 12:36:58, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7625, loss_cls: 2.0398, loss: 2.0398 2020-06-18 09:20:31,287 - mmaction - INFO - Epoch [76][560/3134] lr: 0.00100, eta: 12:36:47, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.2351, loss: 2.2351 2020-06-18 09:20:42,933 - mmaction - INFO - Epoch [76][580/3134] lr: 0.00100, eta: 12:36:35, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7625, loss_cls: 2.0993, loss: 2.0993 2020-06-18 09:20:54,596 - mmaction - INFO - Epoch [76][600/3134] lr: 0.00100, eta: 12:36:23, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5156, top5_acc: 0.8000, loss_cls: 1.9657, loss: 1.9657 2020-06-18 09:21:06,305 - mmaction - INFO - Epoch [76][620/3134] lr: 0.00100, eta: 12:36:12, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7219, loss_cls: 2.3250, loss: 2.3250 2020-06-18 09:21:17,936 - mmaction - INFO - Epoch [76][640/3134] lr: 0.00100, eta: 12:36:00, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7844, loss_cls: 2.0422, loss: 2.0422 2020-06-18 09:21:29,625 - mmaction - INFO - Epoch [76][660/3134] lr: 0.00100, eta: 12:35:48, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7875, loss_cls: 2.0340, loss: 2.0340 2020-06-18 09:21:41,301 - mmaction - INFO - Epoch [76][680/3134] lr: 0.00100, eta: 12:35:37, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7875, loss_cls: 1.9122, loss: 1.9122 2020-06-18 09:21:52,975 - mmaction - INFO - Epoch [76][700/3134] lr: 0.00100, eta: 12:35:25, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7250, loss_cls: 2.3233, loss: 2.3233 2020-06-18 09:22:04,549 - mmaction - INFO - Epoch [76][720/3134] lr: 0.00100, eta: 12:35:13, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7937, loss_cls: 1.8641, loss: 1.8641 2020-06-18 09:22:16,256 - mmaction - INFO - Epoch [76][740/3134] lr: 0.00100, eta: 12:35:02, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7625, loss_cls: 2.0910, loss: 2.0910 2020-06-18 09:22:27,943 - mmaction - INFO - Epoch [76][760/3134] lr: 0.00100, eta: 12:34:50, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7125, loss_cls: 2.2898, loss: 2.2898 2020-06-18 09:22:39,572 - mmaction - INFO - Epoch [76][780/3134] lr: 0.00100, eta: 12:34:38, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7469, loss_cls: 2.2195, loss: 2.2195 2020-06-18 09:22:51,202 - mmaction - INFO - Epoch [76][800/3134] lr: 0.00100, eta: 12:34:26, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7344, loss_cls: 2.2192, loss: 2.2192 2020-06-18 09:23:02,857 - mmaction - INFO - Epoch [76][820/3134] lr: 0.00100, eta: 12:34:15, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7812, loss_cls: 2.0959, loss: 2.0959 2020-06-18 09:23:14,485 - mmaction - INFO - Epoch [76][840/3134] lr: 0.00100, eta: 12:34:03, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7719, loss_cls: 1.9515, loss: 1.9515 2020-06-18 09:23:26,043 - mmaction - INFO - Epoch [76][860/3134] lr: 0.00100, eta: 12:33:51, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7719, loss_cls: 2.0970, loss: 2.0970 2020-06-18 09:23:37,630 - mmaction - INFO - Epoch [76][880/3134] lr: 0.00100, eta: 12:33:40, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7531, loss_cls: 2.0545, loss: 2.0545 2020-06-18 09:23:49,322 - mmaction - INFO - Epoch [76][900/3134] lr: 0.00100, eta: 12:33:28, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7844, loss_cls: 2.0625, loss: 2.0625 2020-06-18 09:24:00,976 - mmaction - INFO - Epoch [76][920/3134] lr: 0.00100, eta: 12:33:16, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7500, loss_cls: 2.1974, loss: 2.1974 2020-06-18 09:24:12,679 - mmaction - INFO - Epoch [76][940/3134] lr: 0.00100, eta: 12:33:05, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7438, loss_cls: 2.1513, loss: 2.1513 2020-06-18 09:24:24,315 - mmaction - INFO - Epoch [76][960/3134] lr: 0.00100, eta: 12:32:53, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7719, loss_cls: 2.0529, loss: 2.0529 2020-06-18 09:24:35,949 - mmaction - INFO - Epoch [76][980/3134] lr: 0.00100, eta: 12:32:41, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7781, loss_cls: 2.1911, loss: 2.1911 2020-06-18 09:24:47,642 - mmaction - INFO - Epoch [76][1000/3134] lr: 0.00100, eta: 12:32:30, time: 0.585, data_time: 0.000, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7969, loss_cls: 1.9867, loss: 1.9867 2020-06-18 09:24:59,260 - mmaction - INFO - Epoch [76][1020/3134] lr: 0.00100, eta: 12:32:18, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7500, loss_cls: 2.1517, loss: 2.1517 2020-06-18 09:25:10,921 - mmaction - INFO - Epoch [76][1040/3134] lr: 0.00100, eta: 12:32:06, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7250, loss_cls: 2.2331, loss: 2.2331 2020-06-18 09:25:22,564 - mmaction - INFO - Epoch [76][1060/3134] lr: 0.00100, eta: 12:31:55, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7875, loss_cls: 1.9623, loss: 1.9623 2020-06-18 09:25:34,155 - mmaction - INFO - Epoch [76][1080/3134] lr: 0.00100, eta: 12:31:43, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7469, loss_cls: 2.1529, loss: 2.1529 2020-06-18 09:25:45,949 - mmaction - INFO - Epoch [76][1100/3134] lr: 0.00100, eta: 12:31:31, time: 0.589, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7937, loss_cls: 1.9802, loss: 1.9802 2020-06-18 09:25:57,627 - mmaction - INFO - Epoch [76][1120/3134] lr: 0.00100, eta: 12:31:20, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7500, loss_cls: 2.1614, loss: 2.1614 2020-06-18 09:26:09,341 - mmaction - INFO - Epoch [76][1140/3134] lr: 0.00100, eta: 12:31:08, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7656, loss_cls: 2.0607, loss: 2.0607 2020-06-18 09:26:21,028 - mmaction - INFO - Epoch [76][1160/3134] lr: 0.00100, eta: 12:30:56, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7656, loss_cls: 2.0784, loss: 2.0784 2020-06-18 09:26:32,638 - mmaction - INFO - Epoch [76][1180/3134] lr: 0.00100, eta: 12:30:45, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7469, loss_cls: 2.1576, loss: 2.1576 2020-06-18 09:26:44,277 - mmaction - INFO - Epoch [76][1200/3134] lr: 0.00100, eta: 12:30:33, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7500, loss_cls: 2.0986, loss: 2.0986 2020-06-18 09:26:55,892 - mmaction - INFO - Epoch [76][1220/3134] lr: 0.00100, eta: 12:30:21, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7844, loss_cls: 1.9865, loss: 1.9865 2020-06-18 09:27:07,553 - mmaction - INFO - Epoch [76][1240/3134] lr: 0.00100, eta: 12:30:09, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7625, loss_cls: 1.9758, loss: 1.9758 2020-06-18 09:27:19,248 - mmaction - INFO - Epoch [76][1260/3134] lr: 0.00100, eta: 12:29:58, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7750, loss_cls: 1.9916, loss: 1.9916 2020-06-18 09:27:30,905 - mmaction - INFO - Epoch [76][1280/3134] lr: 0.00100, eta: 12:29:46, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7844, loss_cls: 1.9980, loss: 1.9980 2020-06-18 09:27:42,534 - mmaction - INFO - Epoch [76][1300/3134] lr: 0.00100, eta: 12:29:34, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7469, loss_cls: 2.1482, loss: 2.1482 2020-06-18 09:27:54,171 - mmaction - INFO - Epoch [76][1320/3134] lr: 0.00100, eta: 12:29:23, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7531, loss_cls: 2.1417, loss: 2.1417 2020-06-18 09:28:05,861 - mmaction - INFO - Epoch [76][1340/3134] lr: 0.00100, eta: 12:29:11, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7812, loss_cls: 2.0595, loss: 2.0595 2020-06-18 09:28:17,555 - mmaction - INFO - Epoch [76][1360/3134] lr: 0.00100, eta: 12:28:59, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7969, loss_cls: 2.0072, loss: 2.0072 2020-06-18 09:28:29,179 - mmaction - INFO - Epoch [76][1380/3134] lr: 0.00100, eta: 12:28:48, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7063, loss_cls: 2.3391, loss: 2.3391 2020-06-18 09:28:40,802 - mmaction - INFO - Epoch [76][1400/3134] lr: 0.00100, eta: 12:28:36, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7344, loss_cls: 2.2922, loss: 2.2922 2020-06-18 09:28:52,459 - mmaction - INFO - Epoch [76][1420/3134] lr: 0.00100, eta: 12:28:24, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7312, loss_cls: 2.2402, loss: 2.2402 2020-06-18 09:29:04,021 - mmaction - INFO - Epoch [76][1440/3134] lr: 0.00100, eta: 12:28:13, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7531, loss_cls: 2.1065, loss: 2.1065 2020-06-18 09:29:15,610 - mmaction - INFO - Epoch [76][1460/3134] lr: 0.00100, eta: 12:28:01, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7063, loss_cls: 2.2479, loss: 2.2479 2020-06-18 09:29:27,267 - mmaction - INFO - Epoch [76][1480/3134] lr: 0.00100, eta: 12:27:49, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7750, loss_cls: 2.0105, loss: 2.0105 2020-06-18 09:29:38,901 - mmaction - INFO - Epoch [76][1500/3134] lr: 0.00100, eta: 12:27:38, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7906, loss_cls: 1.9542, loss: 1.9542 2020-06-18 09:29:50,560 - mmaction - INFO - Epoch [76][1520/3134] lr: 0.00100, eta: 12:27:26, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7750, loss_cls: 2.0455, loss: 2.0455 2020-06-18 09:30:02,198 - mmaction - INFO - Epoch [76][1540/3134] lr: 0.00100, eta: 12:27:14, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7438, loss_cls: 2.1008, loss: 2.1008 2020-06-18 09:30:13,822 - mmaction - INFO - Epoch [76][1560/3134] lr: 0.00100, eta: 12:27:03, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7656, loss_cls: 2.1424, loss: 2.1424 2020-06-18 09:30:25,546 - mmaction - INFO - Epoch [76][1580/3134] lr: 0.00100, eta: 12:26:51, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7594, loss_cls: 2.1188, loss: 2.1188 2020-06-18 09:30:37,179 - mmaction - INFO - Epoch [76][1600/3134] lr: 0.00100, eta: 12:26:39, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7875, loss_cls: 1.9873, loss: 1.9873 2020-06-18 09:30:48,797 - mmaction - INFO - Epoch [76][1620/3134] lr: 0.00100, eta: 12:26:27, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7812, loss_cls: 1.9014, loss: 1.9014 2020-06-18 09:31:00,426 - mmaction - INFO - Epoch [76][1640/3134] lr: 0.00100, eta: 12:26:16, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7469, loss_cls: 2.1933, loss: 2.1933 2020-06-18 09:31:12,080 - mmaction - INFO - Epoch [76][1660/3134] lr: 0.00100, eta: 12:26:04, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7594, loss_cls: 2.2050, loss: 2.2050 2020-06-18 09:31:23,738 - mmaction - INFO - Epoch [76][1680/3134] lr: 0.00100, eta: 12:25:52, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7438, loss_cls: 2.1003, loss: 2.1003 2020-06-18 09:31:35,362 - mmaction - INFO - Epoch [76][1700/3134] lr: 0.00100, eta: 12:25:41, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7344, loss_cls: 2.2416, loss: 2.2416 2020-06-18 09:31:46,989 - mmaction - INFO - Epoch [76][1720/3134] lr: 0.00100, eta: 12:25:29, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7844, loss_cls: 2.0239, loss: 2.0239 2020-06-18 09:31:58,632 - mmaction - INFO - Epoch [76][1740/3134] lr: 0.00100, eta: 12:25:17, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7875, loss_cls: 1.9572, loss: 1.9572 2020-06-18 09:32:10,346 - mmaction - INFO - Epoch [76][1760/3134] lr: 0.00100, eta: 12:25:06, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7625, loss_cls: 1.9484, loss: 1.9484 2020-06-18 09:32:21,987 - mmaction - INFO - Epoch [76][1780/3134] lr: 0.00100, eta: 12:24:54, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7656, loss_cls: 1.9883, loss: 1.9883 2020-06-18 09:32:33,557 - mmaction - INFO - Epoch [76][1800/3134] lr: 0.00100, eta: 12:24:42, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7875, loss_cls: 2.0156, loss: 2.0156 2020-06-18 09:32:45,261 - mmaction - INFO - Epoch [76][1820/3134] lr: 0.00100, eta: 12:24:31, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7594, loss_cls: 2.0503, loss: 2.0503 2020-06-18 09:32:56,827 - mmaction - INFO - Epoch [76][1840/3134] lr: 0.00100, eta: 12:24:19, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7750, loss_cls: 2.0318, loss: 2.0318 2020-06-18 09:33:08,507 - mmaction - INFO - Epoch [76][1860/3134] lr: 0.00100, eta: 12:24:07, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7719, loss_cls: 2.1946, loss: 2.1946 2020-06-18 09:33:20,126 - mmaction - INFO - Epoch [76][1880/3134] lr: 0.00100, eta: 12:23:56, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7844, loss_cls: 1.9457, loss: 1.9457 2020-06-18 09:33:31,713 - mmaction - INFO - Epoch [76][1900/3134] lr: 0.00100, eta: 12:23:44, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7719, loss_cls: 2.1404, loss: 2.1404 2020-06-18 09:33:43,386 - mmaction - INFO - Epoch [76][1920/3134] lr: 0.00100, eta: 12:23:32, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7844, loss_cls: 2.0099, loss: 2.0099 2020-06-18 09:33:55,087 - mmaction - INFO - Epoch [76][1940/3134] lr: 0.00100, eta: 12:23:21, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7750, loss_cls: 2.0479, loss: 2.0479 2020-06-18 09:34:06,772 - mmaction - INFO - Epoch [76][1960/3134] lr: 0.00100, eta: 12:23:09, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7344, loss_cls: 2.2033, loss: 2.2033 2020-06-18 09:34:18,460 - mmaction - INFO - Epoch [76][1980/3134] lr: 0.00100, eta: 12:22:57, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.5250, top5_acc: 0.8031, loss_cls: 1.9732, loss: 1.9732 2020-06-18 09:34:30,062 - mmaction - INFO - Epoch [76][2000/3134] lr: 0.00100, eta: 12:22:45, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7469, loss_cls: 2.2639, loss: 2.2639 2020-06-18 09:34:41,762 - mmaction - INFO - Epoch [76][2020/3134] lr: 0.00100, eta: 12:22:34, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7438, loss_cls: 2.0965, loss: 2.0965 2020-06-18 09:34:53,346 - mmaction - INFO - Epoch [76][2040/3134] lr: 0.00100, eta: 12:22:22, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7906, loss_cls: 1.9433, loss: 1.9433 2020-06-18 09:35:05,006 - mmaction - INFO - Epoch [76][2060/3134] lr: 0.00100, eta: 12:22:10, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7156, loss_cls: 2.3050, loss: 2.3050 2020-06-18 09:35:16,618 - mmaction - INFO - Epoch [76][2080/3134] lr: 0.00100, eta: 12:21:59, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7312, loss_cls: 2.1936, loss: 2.1936 2020-06-18 09:35:28,245 - mmaction - INFO - Epoch [76][2100/3134] lr: 0.00100, eta: 12:21:47, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7344, loss_cls: 2.1830, loss: 2.1830 2020-06-18 09:35:39,852 - mmaction - INFO - Epoch [76][2120/3134] lr: 0.00100, eta: 12:21:35, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7531, loss_cls: 2.0690, loss: 2.0690 2020-06-18 09:35:51,490 - mmaction - INFO - Epoch [76][2140/3134] lr: 0.00100, eta: 12:21:24, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7844, loss_cls: 2.0125, loss: 2.0125 2020-06-18 09:36:03,045 - mmaction - INFO - Epoch [76][2160/3134] lr: 0.00100, eta: 12:21:12, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7625, loss_cls: 2.0764, loss: 2.0764 2020-06-18 09:36:14,649 - mmaction - INFO - Epoch [76][2180/3134] lr: 0.00100, eta: 12:21:00, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7875, loss_cls: 1.9792, loss: 1.9792 2020-06-18 09:36:26,306 - mmaction - INFO - Epoch [76][2200/3134] lr: 0.00100, eta: 12:20:49, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5750, top5_acc: 0.8156, loss_cls: 1.8473, loss: 1.8473 2020-06-18 09:36:37,891 - mmaction - INFO - Epoch [76][2220/3134] lr: 0.00100, eta: 12:20:37, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7406, loss_cls: 2.1689, loss: 2.1689 2020-06-18 09:36:49,564 - mmaction - INFO - Epoch [76][2240/3134] lr: 0.00100, eta: 12:20:25, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5250, top5_acc: 0.8000, loss_cls: 1.9914, loss: 1.9914 2020-06-18 09:37:01,254 - mmaction - INFO - Epoch [76][2260/3134] lr: 0.00100, eta: 12:20:14, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7375, loss_cls: 2.1783, loss: 2.1783 2020-06-18 09:37:12,932 - mmaction - INFO - Epoch [76][2280/3134] lr: 0.00100, eta: 12:20:02, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7156, loss_cls: 2.3166, loss: 2.3166 2020-06-18 09:37:24,565 - mmaction - INFO - Epoch [76][2300/3134] lr: 0.00100, eta: 12:19:50, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7438, loss_cls: 2.1376, loss: 2.1376 2020-06-18 09:37:36,233 - mmaction - INFO - Epoch [76][2320/3134] lr: 0.00100, eta: 12:19:39, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7469, loss_cls: 2.1932, loss: 2.1932 2020-06-18 09:37:47,847 - mmaction - INFO - Epoch [76][2340/3134] lr: 0.00100, eta: 12:19:27, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7719, loss_cls: 1.9961, loss: 1.9961 2020-06-18 09:37:59,468 - mmaction - INFO - Epoch [76][2360/3134] lr: 0.00100, eta: 12:19:15, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7562, loss_cls: 2.1766, loss: 2.1766 2020-06-18 09:38:11,152 - mmaction - INFO - Epoch [76][2380/3134] lr: 0.00100, eta: 12:19:03, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4281, top5_acc: 0.7219, loss_cls: 2.2610, loss: 2.2610 2020-06-18 09:38:22,883 - mmaction - INFO - Epoch [76][2400/3134] lr: 0.00100, eta: 12:18:52, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7281, loss_cls: 2.2355, loss: 2.2355 2020-06-18 09:38:34,430 - mmaction - INFO - Epoch [76][2420/3134] lr: 0.00100, eta: 12:18:40, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7531, loss_cls: 2.2096, loss: 2.2096 2020-06-18 09:38:46,010 - mmaction - INFO - Epoch [76][2440/3134] lr: 0.00100, eta: 12:18:28, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7906, loss_cls: 2.0132, loss: 2.0132 2020-06-18 09:38:57,663 - mmaction - INFO - Epoch [76][2460/3134] lr: 0.00100, eta: 12:18:17, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7250, loss_cls: 2.2868, loss: 2.2868 2020-06-18 09:39:09,372 - mmaction - INFO - Epoch [76][2480/3134] lr: 0.00100, eta: 12:18:05, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7406, loss_cls: 2.3118, loss: 2.3118 2020-06-18 09:39:20,984 - mmaction - INFO - Epoch [76][2500/3134] lr: 0.00100, eta: 12:17:53, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7344, loss_cls: 2.1754, loss: 2.1754 2020-06-18 09:39:32,639 - mmaction - INFO - Epoch [76][2520/3134] lr: 0.00100, eta: 12:17:42, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7812, loss_cls: 2.0015, loss: 2.0015 2020-06-18 09:39:44,206 - mmaction - INFO - Epoch [76][2540/3134] lr: 0.00100, eta: 12:17:30, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7625, loss_cls: 2.0774, loss: 2.0774 2020-06-18 09:39:55,808 - mmaction - INFO - Epoch [76][2560/3134] lr: 0.00100, eta: 12:17:18, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7500, loss_cls: 2.1646, loss: 2.1646 2020-06-18 09:40:07,364 - mmaction - INFO - Epoch [76][2580/3134] lr: 0.00100, eta: 12:17:07, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7406, loss_cls: 2.1228, loss: 2.1228 2020-06-18 09:40:19,007 - mmaction - INFO - Epoch [76][2600/3134] lr: 0.00100, eta: 12:16:55, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7750, loss_cls: 1.9512, loss: 1.9512 2020-06-18 09:40:30,686 - mmaction - INFO - Epoch [76][2620/3134] lr: 0.00100, eta: 12:16:43, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7562, loss_cls: 2.0480, loss: 2.0480 2020-06-18 09:40:42,286 - mmaction - INFO - Epoch [76][2640/3134] lr: 0.00100, eta: 12:16:31, time: 0.579, data_time: 0.004, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7500, loss_cls: 2.1381, loss: 2.1381 2020-06-18 09:40:53,878 - mmaction - INFO - Epoch [76][2660/3134] lr: 0.00100, eta: 12:16:20, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7969, loss_cls: 1.8655, loss: 1.8655 2020-06-18 09:41:05,513 - mmaction - INFO - Epoch [76][2680/3134] lr: 0.00100, eta: 12:16:08, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7375, loss_cls: 2.1188, loss: 2.1188 2020-06-18 09:41:17,181 - mmaction - INFO - Epoch [76][2700/3134] lr: 0.00100, eta: 12:15:56, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7469, loss_cls: 2.1263, loss: 2.1263 2020-06-18 09:41:28,800 - mmaction - INFO - Epoch [76][2720/3134] lr: 0.00100, eta: 12:15:45, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7875, loss_cls: 1.9589, loss: 1.9589 2020-06-18 09:41:40,414 - mmaction - INFO - Epoch [76][2740/3134] lr: 0.00100, eta: 12:15:33, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 2.0704, loss: 2.0704 2020-06-18 09:41:52,100 - mmaction - INFO - Epoch [76][2760/3134] lr: 0.00100, eta: 12:15:21, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7188, loss_cls: 2.3528, loss: 2.3528 2020-06-18 09:42:03,786 - mmaction - INFO - Epoch [76][2780/3134] lr: 0.00100, eta: 12:15:10, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7562, loss_cls: 2.0680, loss: 2.0680 2020-06-18 09:42:15,381 - mmaction - INFO - Epoch [76][2800/3134] lr: 0.00100, eta: 12:14:58, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7531, loss_cls: 2.1033, loss: 2.1033 2020-06-18 09:42:27,033 - mmaction - INFO - Epoch [76][2820/3134] lr: 0.00100, eta: 12:14:46, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7656, loss_cls: 2.1156, loss: 2.1156 2020-06-18 09:42:38,746 - mmaction - INFO - Epoch [76][2840/3134] lr: 0.00100, eta: 12:14:35, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7406, loss_cls: 2.1500, loss: 2.1500 2020-06-18 09:42:50,380 - mmaction - INFO - Epoch [76][2860/3134] lr: 0.00100, eta: 12:14:23, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7750, loss_cls: 1.9848, loss: 1.9848 2020-06-18 09:43:02,066 - mmaction - INFO - Epoch [76][2880/3134] lr: 0.00100, eta: 12:14:11, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7594, loss_cls: 2.0883, loss: 2.0883 2020-06-18 09:43:13,686 - mmaction - INFO - Epoch [76][2900/3134] lr: 0.00100, eta: 12:14:00, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7500, loss_cls: 2.1229, loss: 2.1229 2020-06-18 09:43:25,366 - mmaction - INFO - Epoch [76][2920/3134] lr: 0.00100, eta: 12:13:48, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7688, loss_cls: 2.0160, loss: 2.0160 2020-06-18 09:43:36,961 - mmaction - INFO - Epoch [76][2940/3134] lr: 0.00100, eta: 12:13:36, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7688, loss_cls: 2.1248, loss: 2.1248 2020-06-18 09:43:48,573 - mmaction - INFO - Epoch [76][2960/3134] lr: 0.00100, eta: 12:13:25, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7594, loss_cls: 2.1538, loss: 2.1538 2020-06-18 09:44:00,199 - mmaction - INFO - Epoch [76][2980/3134] lr: 0.00100, eta: 12:13:13, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7500, loss_cls: 2.1541, loss: 2.1541 2020-06-18 09:44:11,892 - mmaction - INFO - Epoch [76][3000/3134] lr: 0.00100, eta: 12:13:01, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7375, loss_cls: 2.2121, loss: 2.2121 2020-06-18 09:44:23,452 - mmaction - INFO - Epoch [76][3020/3134] lr: 0.00100, eta: 12:12:49, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7188, loss_cls: 2.3513, loss: 2.3513 2020-06-18 09:44:35,091 - mmaction - INFO - Epoch [76][3040/3134] lr: 0.00100, eta: 12:12:38, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7688, loss_cls: 2.1178, loss: 2.1178 2020-06-18 09:44:46,745 - mmaction - INFO - Epoch [76][3060/3134] lr: 0.00100, eta: 12:12:26, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7406, loss_cls: 2.1571, loss: 2.1571 2020-06-18 09:44:58,390 - mmaction - INFO - Epoch [76][3080/3134] lr: 0.00100, eta: 12:12:14, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7875, loss_cls: 1.8978, loss: 1.8978 2020-06-18 09:45:10,104 - mmaction - INFO - Epoch [76][3100/3134] lr: 0.00100, eta: 12:12:03, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7812, loss_cls: 2.0377, loss: 2.0377 2020-06-18 09:45:21,722 - mmaction - INFO - Epoch [76][3120/3134] lr: 0.00100, eta: 12:11:51, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7750, loss_cls: 1.9399, loss: 1.9399 2020-06-18 09:45:56,301 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-18 09:45:57,559 - mmaction - INFO - top1_acc 0.2789 top5_acc 0.5267 2020-06-18 09:45:57,575 - mmaction - INFO - Epoch [76][3134/3134] lr: 0.00100, top1_acc: 0.2789, top5_acc: 0.5267 2020-06-18 09:46:12,917 - mmaction - INFO - Epoch [77][20/3134] lr: 0.00100, eta: 12:11:30, time: 0.766, data_time: 0.179, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7812, loss_cls: 2.0259, loss: 2.0259 2020-06-18 09:46:24,514 - mmaction - INFO - Epoch [77][40/3134] lr: 0.00100, eta: 12:11:18, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7438, loss_cls: 2.2375, loss: 2.2375 2020-06-18 09:46:36,191 - mmaction - INFO - Epoch [77][60/3134] lr: 0.00100, eta: 12:11:06, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7344, loss_cls: 2.1536, loss: 2.1536 2020-06-18 09:46:47,873 - mmaction - INFO - Epoch [77][80/3134] lr: 0.00100, eta: 12:10:55, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7344, loss_cls: 2.0249, loss: 2.0249 2020-06-18 09:46:59,591 - mmaction - INFO - Epoch [77][100/3134] lr: 0.00100, eta: 12:10:43, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7656, loss_cls: 2.0219, loss: 2.0219 2020-06-18 09:47:11,207 - mmaction - INFO - Epoch [77][120/3134] lr: 0.00100, eta: 12:10:31, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5344, top5_acc: 0.8000, loss_cls: 2.0019, loss: 2.0019 2020-06-18 09:47:22,924 - mmaction - INFO - Epoch [77][140/3134] lr: 0.00100, eta: 12:10:20, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7812, loss_cls: 1.9540, loss: 1.9540 2020-06-18 09:47:34,655 - mmaction - INFO - Epoch [77][160/3134] lr: 0.00100, eta: 12:10:08, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7875, loss_cls: 1.9564, loss: 1.9564 2020-06-18 09:47:46,310 - mmaction - INFO - Epoch [77][180/3134] lr: 0.00100, eta: 12:09:56, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7937, loss_cls: 1.9023, loss: 1.9023 2020-06-18 09:47:57,983 - mmaction - INFO - Epoch [77][200/3134] lr: 0.00100, eta: 12:09:45, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7781, loss_cls: 2.0116, loss: 2.0116 2020-06-18 09:48:09,625 - mmaction - INFO - Epoch [77][220/3134] lr: 0.00100, eta: 12:09:33, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7719, loss_cls: 2.0866, loss: 2.0866 2020-06-18 09:48:21,318 - mmaction - INFO - Epoch [77][240/3134] lr: 0.00100, eta: 12:09:21, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7688, loss_cls: 1.9711, loss: 1.9711 2020-06-18 09:48:33,034 - mmaction - INFO - Epoch [77][260/3134] lr: 0.00100, eta: 12:09:10, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7594, loss_cls: 1.8970, loss: 1.8970 2020-06-18 09:48:44,681 - mmaction - INFO - Epoch [77][280/3134] lr: 0.00100, eta: 12:08:58, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7812, loss_cls: 1.9883, loss: 1.9883 2020-06-18 09:48:56,401 - mmaction - INFO - Epoch [77][300/3134] lr: 0.00100, eta: 12:08:46, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7625, loss_cls: 2.1809, loss: 2.1809 2020-06-18 09:49:08,103 - mmaction - INFO - Epoch [77][320/3134] lr: 0.00100, eta: 12:08:35, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7438, loss_cls: 2.1755, loss: 2.1755 2020-06-18 09:49:19,673 - mmaction - INFO - Epoch [77][340/3134] lr: 0.00100, eta: 12:08:23, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7000, loss_cls: 2.3089, loss: 2.3089 2020-06-18 09:49:31,333 - mmaction - INFO - Epoch [77][360/3134] lr: 0.00100, eta: 12:08:11, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7594, loss_cls: 2.0310, loss: 2.0310 2020-06-18 09:49:43,046 - mmaction - INFO - Epoch [77][380/3134] lr: 0.00100, eta: 12:08:00, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7781, loss_cls: 2.0839, loss: 2.0839 2020-06-18 09:49:54,747 - mmaction - INFO - Epoch [77][400/3134] lr: 0.00100, eta: 12:07:48, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7344, loss_cls: 2.1835, loss: 2.1835 2020-06-18 09:50:06,428 - mmaction - INFO - Epoch [77][420/3134] lr: 0.00100, eta: 12:07:36, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.5844, top5_acc: 0.8219, loss_cls: 1.7709, loss: 1.7709 2020-06-18 09:50:18,104 - mmaction - INFO - Epoch [77][440/3134] lr: 0.00100, eta: 12:07:25, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7812, loss_cls: 2.1025, loss: 2.1025 2020-06-18 09:50:30,075 - mmaction - INFO - Epoch [77][460/3134] lr: 0.00100, eta: 12:07:13, time: 0.598, data_time: 0.021, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7281, loss_cls: 2.1712, loss: 2.1712 2020-06-18 09:50:41,736 - mmaction - INFO - Epoch [77][480/3134] lr: 0.00100, eta: 12:07:01, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.8000, loss_cls: 2.0618, loss: 2.0618 2020-06-18 09:50:53,392 - mmaction - INFO - Epoch [77][500/3134] lr: 0.00100, eta: 12:06:50, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7469, loss_cls: 2.0979, loss: 2.0979 2020-06-18 09:51:05,022 - mmaction - INFO - Epoch [77][520/3134] lr: 0.00100, eta: 12:06:38, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7219, loss_cls: 2.1617, loss: 2.1617 2020-06-18 09:51:16,713 - mmaction - INFO - Epoch [77][540/3134] lr: 0.00100, eta: 12:06:26, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7594, loss_cls: 2.1306, loss: 2.1306 2020-06-18 09:51:28,317 - mmaction - INFO - Epoch [77][560/3134] lr: 0.00100, eta: 12:06:15, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7906, loss_cls: 1.9603, loss: 1.9603 2020-06-18 09:51:39,964 - mmaction - INFO - Epoch [77][580/3134] lr: 0.00100, eta: 12:06:03, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7719, loss_cls: 2.0894, loss: 2.0894 2020-06-18 09:51:51,713 - mmaction - INFO - Epoch [77][600/3134] lr: 0.00100, eta: 12:05:51, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7094, loss_cls: 2.1693, loss: 2.1693 2020-06-18 09:52:03,378 - mmaction - INFO - Epoch [77][620/3134] lr: 0.00100, eta: 12:05:40, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7188, loss_cls: 2.2818, loss: 2.2818 2020-06-18 09:52:14,942 - mmaction - INFO - Epoch [77][640/3134] lr: 0.00100, eta: 12:05:28, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7656, loss_cls: 2.1131, loss: 2.1131 2020-06-18 09:52:26,600 - mmaction - INFO - Epoch [77][660/3134] lr: 0.00100, eta: 12:05:16, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7219, loss_cls: 2.2584, loss: 2.2584 2020-06-18 09:52:38,297 - mmaction - INFO - Epoch [77][680/3134] lr: 0.00100, eta: 12:05:05, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7281, loss_cls: 2.2749, loss: 2.2749 2020-06-18 09:52:49,889 - mmaction - INFO - Epoch [77][700/3134] lr: 0.00100, eta: 12:04:53, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7875, loss_cls: 1.9799, loss: 1.9799 2020-06-18 09:53:01,557 - mmaction - INFO - Epoch [77][720/3134] lr: 0.00100, eta: 12:04:41, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7719, loss_cls: 2.0518, loss: 2.0518 2020-06-18 09:53:13,135 - mmaction - INFO - Epoch [77][740/3134] lr: 0.00100, eta: 12:04:30, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7500, loss_cls: 2.1876, loss: 2.1876 2020-06-18 09:53:24,740 - mmaction - INFO - Epoch [77][760/3134] lr: 0.00100, eta: 12:04:18, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7656, loss_cls: 2.0139, loss: 2.0139 2020-06-18 09:53:36,364 - mmaction - INFO - Epoch [77][780/3134] lr: 0.00100, eta: 12:04:06, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7375, loss_cls: 2.2477, loss: 2.2477 2020-06-18 09:53:48,055 - mmaction - INFO - Epoch [77][800/3134] lr: 0.00100, eta: 12:03:54, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7688, loss_cls: 2.0720, loss: 2.0720 2020-06-18 09:53:59,674 - mmaction - INFO - Epoch [77][820/3134] lr: 0.00100, eta: 12:03:43, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7906, loss_cls: 2.1179, loss: 2.1179 2020-06-18 09:54:11,367 - mmaction - INFO - Epoch [77][840/3134] lr: 0.00100, eta: 12:03:31, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5344, top5_acc: 0.8219, loss_cls: 1.8982, loss: 1.8982 2020-06-18 09:54:23,088 - mmaction - INFO - Epoch [77][860/3134] lr: 0.00100, eta: 12:03:19, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7312, loss_cls: 2.1803, loss: 2.1803 2020-06-18 09:54:34,692 - mmaction - INFO - Epoch [77][880/3134] lr: 0.00100, eta: 12:03:08, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7844, loss_cls: 1.9648, loss: 1.9648 2020-06-18 09:54:46,350 - mmaction - INFO - Epoch [77][900/3134] lr: 0.00100, eta: 12:02:56, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7375, loss_cls: 2.2258, loss: 2.2258 2020-06-18 09:54:57,967 - mmaction - INFO - Epoch [77][920/3134] lr: 0.00100, eta: 12:02:44, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7219, loss_cls: 2.2468, loss: 2.2468 2020-06-18 09:55:09,668 - mmaction - INFO - Epoch [77][940/3134] lr: 0.00100, eta: 12:02:33, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7562, loss_cls: 2.1316, loss: 2.1316 2020-06-18 09:55:21,256 - mmaction - INFO - Epoch [77][960/3134] lr: 0.00100, eta: 12:02:21, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7656, loss_cls: 2.0165, loss: 2.0165 2020-06-18 09:55:32,858 - mmaction - INFO - Epoch [77][980/3134] lr: 0.00100, eta: 12:02:09, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7625, loss_cls: 2.1474, loss: 2.1474 2020-06-18 09:55:44,515 - mmaction - INFO - Epoch [77][1000/3134] lr: 0.00100, eta: 12:01:58, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7688, loss_cls: 2.1447, loss: 2.1447 2020-06-18 09:55:56,183 - mmaction - INFO - Epoch [77][1020/3134] lr: 0.00100, eta: 12:01:46, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7594, loss_cls: 2.1369, loss: 2.1369 2020-06-18 09:56:07,777 - mmaction - INFO - Epoch [77][1040/3134] lr: 0.00100, eta: 12:01:34, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7562, loss_cls: 2.2157, loss: 2.2157 2020-06-18 09:56:19,449 - mmaction - INFO - Epoch [77][1060/3134] lr: 0.00100, eta: 12:01:23, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7250, loss_cls: 2.1337, loss: 2.1337 2020-06-18 09:56:31,094 - mmaction - INFO - Epoch [77][1080/3134] lr: 0.00100, eta: 12:01:11, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7875, loss_cls: 1.9255, loss: 1.9255 2020-06-18 09:56:42,778 - mmaction - INFO - Epoch [77][1100/3134] lr: 0.00100, eta: 12:00:59, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 2.0502, loss: 2.0502 2020-06-18 09:56:54,308 - mmaction - INFO - Epoch [77][1120/3134] lr: 0.00100, eta: 12:00:48, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7312, loss_cls: 2.2620, loss: 2.2620 2020-06-18 09:57:05,946 - mmaction - INFO - Epoch [77][1140/3134] lr: 0.00100, eta: 12:00:36, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7469, loss_cls: 2.1876, loss: 2.1876 2020-06-18 09:57:17,575 - mmaction - INFO - Epoch [77][1160/3134] lr: 0.00100, eta: 12:00:24, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7188, loss_cls: 2.3223, loss: 2.3223 2020-06-18 09:57:29,257 - mmaction - INFO - Epoch [77][1180/3134] lr: 0.00100, eta: 12:00:12, time: 0.583, data_time: 0.000, memory: 8339, top1_acc: 0.5500, top5_acc: 0.8000, loss_cls: 1.9333, loss: 1.9333 2020-06-18 09:57:40,932 - mmaction - INFO - Epoch [77][1200/3134] lr: 0.00100, eta: 12:00:01, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7250, loss_cls: 2.2223, loss: 2.2223 2020-06-18 09:57:52,602 - mmaction - INFO - Epoch [77][1220/3134] lr: 0.00100, eta: 11:59:49, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7625, loss_cls: 2.1340, loss: 2.1340 2020-06-18 09:58:04,240 - mmaction - INFO - Epoch [77][1240/3134] lr: 0.00100, eta: 11:59:37, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7469, loss_cls: 2.2220, loss: 2.2220 2020-06-18 09:58:15,859 - mmaction - INFO - Epoch [77][1260/3134] lr: 0.00100, eta: 11:59:26, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7344, loss_cls: 2.2918, loss: 2.2918 2020-06-18 09:58:27,499 - mmaction - INFO - Epoch [77][1280/3134] lr: 0.00100, eta: 11:59:14, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7719, loss_cls: 1.9477, loss: 1.9477 2020-06-18 09:58:39,176 - mmaction - INFO - Epoch [77][1300/3134] lr: 0.00100, eta: 11:59:02, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 2.0636, loss: 2.0636 2020-06-18 09:58:50,918 - mmaction - INFO - Epoch [77][1320/3134] lr: 0.00100, eta: 11:58:51, time: 0.589, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7312, loss_cls: 2.2176, loss: 2.2176 2020-06-18 09:59:02,630 - mmaction - INFO - Epoch [77][1340/3134] lr: 0.00100, eta: 11:58:39, time: 0.584, data_time: 0.000, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7781, loss_cls: 2.0323, loss: 2.0323 2020-06-18 09:59:14,335 - mmaction - INFO - Epoch [77][1360/3134] lr: 0.00100, eta: 11:58:27, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7656, loss_cls: 2.0194, loss: 2.0194 2020-06-18 09:59:26,040 - mmaction - INFO - Epoch [77][1380/3134] lr: 0.00100, eta: 11:58:16, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7812, loss_cls: 1.9895, loss: 1.9895 2020-06-18 09:59:37,700 - mmaction - INFO - Epoch [77][1400/3134] lr: 0.00100, eta: 11:58:04, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7688, loss_cls: 2.0063, loss: 2.0063 2020-06-18 09:59:49,405 - mmaction - INFO - Epoch [77][1420/3134] lr: 0.00100, eta: 11:57:52, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7469, loss_cls: 2.1793, loss: 2.1793 2020-06-18 10:00:01,061 - mmaction - INFO - Epoch [77][1440/3134] lr: 0.00100, eta: 11:57:41, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7719, loss_cls: 2.0326, loss: 2.0326 2020-06-18 10:00:13,874 - mmaction - INFO - Epoch [77][1460/3134] lr: 0.00100, eta: 11:57:29, time: 0.636, data_time: 0.001, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7625, loss_cls: 2.1526, loss: 2.1526 2020-06-18 10:00:25,797 - mmaction - INFO - Epoch [77][1480/3134] lr: 0.00100, eta: 11:57:18, time: 0.600, data_time: 0.011, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7531, loss_cls: 2.1622, loss: 2.1622 2020-06-18 10:00:37,491 - mmaction - INFO - Epoch [77][1500/3134] lr: 0.00100, eta: 11:57:06, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7500, loss_cls: 2.1846, loss: 2.1846 2020-06-18 10:00:49,115 - mmaction - INFO - Epoch [77][1520/3134] lr: 0.00100, eta: 11:56:54, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7562, loss_cls: 2.1806, loss: 2.1806 2020-06-18 10:01:00,793 - mmaction - INFO - Epoch [77][1540/3134] lr: 0.00100, eta: 11:56:43, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7500, loss_cls: 2.2137, loss: 2.2137 2020-06-18 10:01:12,420 - mmaction - INFO - Epoch [77][1560/3134] lr: 0.00100, eta: 11:56:31, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7469, loss_cls: 2.1280, loss: 2.1280 2020-06-18 10:01:24,110 - mmaction - INFO - Epoch [77][1580/3134] lr: 0.00100, eta: 11:56:19, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5687, top5_acc: 0.7781, loss_cls: 1.8679, loss: 1.8679 2020-06-18 10:01:35,798 - mmaction - INFO - Epoch [77][1600/3134] lr: 0.00100, eta: 11:56:08, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7969, loss_cls: 1.9004, loss: 1.9004 2020-06-18 10:01:47,516 - mmaction - INFO - Epoch [77][1620/3134] lr: 0.00100, eta: 11:55:56, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7688, loss_cls: 1.9833, loss: 1.9833 2020-06-18 10:01:59,128 - mmaction - INFO - Epoch [77][1640/3134] lr: 0.00100, eta: 11:55:44, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7219, loss_cls: 2.2635, loss: 2.2635 2020-06-18 10:02:10,832 - mmaction - INFO - Epoch [77][1660/3134] lr: 0.00100, eta: 11:55:33, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7688, loss_cls: 2.2036, loss: 2.2036 2020-06-18 10:02:22,471 - mmaction - INFO - Epoch [77][1680/3134] lr: 0.00100, eta: 11:55:21, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7625, loss_cls: 2.0522, loss: 2.0522 2020-06-18 10:02:34,101 - mmaction - INFO - Epoch [77][1700/3134] lr: 0.00100, eta: 11:55:09, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7594, loss_cls: 2.1385, loss: 2.1385 2020-06-18 10:02:45,730 - mmaction - INFO - Epoch [77][1720/3134] lr: 0.00100, eta: 11:54:58, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7625, loss_cls: 2.0777, loss: 2.0777 2020-06-18 10:02:57,266 - mmaction - INFO - Epoch [77][1740/3134] lr: 0.00100, eta: 11:54:46, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7438, loss_cls: 2.1391, loss: 2.1391 2020-06-18 10:03:08,940 - mmaction - INFO - Epoch [77][1760/3134] lr: 0.00100, eta: 11:54:34, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7375, loss_cls: 2.1196, loss: 2.1196 2020-06-18 10:03:20,568 - mmaction - INFO - Epoch [77][1780/3134] lr: 0.00100, eta: 11:54:23, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7531, loss_cls: 2.2059, loss: 2.2059 2020-06-18 10:03:32,251 - mmaction - INFO - Epoch [77][1800/3134] lr: 0.00100, eta: 11:54:11, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7594, loss_cls: 2.1629, loss: 2.1629 2020-06-18 10:03:43,973 - mmaction - INFO - Epoch [77][1820/3134] lr: 0.00100, eta: 11:53:59, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7438, loss_cls: 2.2017, loss: 2.2017 2020-06-18 10:03:55,627 - mmaction - INFO - Epoch [77][1840/3134] lr: 0.00100, eta: 11:53:48, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7594, loss_cls: 2.0566, loss: 2.0566 2020-06-18 10:04:07,282 - mmaction - INFO - Epoch [77][1860/3134] lr: 0.00100, eta: 11:53:36, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7562, loss_cls: 2.0811, loss: 2.0811 2020-06-18 10:04:18,984 - mmaction - INFO - Epoch [77][1880/3134] lr: 0.00100, eta: 11:53:24, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7531, loss_cls: 2.1012, loss: 2.1012 2020-06-18 10:04:30,603 - mmaction - INFO - Epoch [77][1900/3134] lr: 0.00100, eta: 11:53:13, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7656, loss_cls: 2.1410, loss: 2.1410 2020-06-18 10:04:42,184 - mmaction - INFO - Epoch [77][1920/3134] lr: 0.00100, eta: 11:53:01, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7312, loss_cls: 2.1746, loss: 2.1746 2020-06-18 10:04:53,898 - mmaction - INFO - Epoch [77][1940/3134] lr: 0.00100, eta: 11:52:49, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7781, loss_cls: 2.0923, loss: 2.0923 2020-06-18 10:05:05,529 - mmaction - INFO - Epoch [77][1960/3134] lr: 0.00100, eta: 11:52:38, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7406, loss_cls: 2.2237, loss: 2.2237 2020-06-18 10:05:17,164 - mmaction - INFO - Epoch [77][1980/3134] lr: 0.00100, eta: 11:52:26, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7562, loss_cls: 2.0857, loss: 2.0857 2020-06-18 10:05:28,803 - mmaction - INFO - Epoch [77][2000/3134] lr: 0.00100, eta: 11:52:14, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7469, loss_cls: 2.1710, loss: 2.1710 2020-06-18 10:05:40,382 - mmaction - INFO - Epoch [77][2020/3134] lr: 0.00100, eta: 11:52:02, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7500, loss_cls: 2.0444, loss: 2.0444 2020-06-18 10:05:51,997 - mmaction - INFO - Epoch [77][2040/3134] lr: 0.00100, eta: 11:51:51, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7875, loss_cls: 1.9681, loss: 1.9681 2020-06-18 10:06:03,674 - mmaction - INFO - Epoch [77][2060/3134] lr: 0.00100, eta: 11:51:39, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7844, loss_cls: 2.1731, loss: 2.1731 2020-06-18 10:06:15,337 - mmaction - INFO - Epoch [77][2080/3134] lr: 0.00100, eta: 11:51:27, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7469, loss_cls: 2.1508, loss: 2.1508 2020-06-18 10:06:26,953 - mmaction - INFO - Epoch [77][2100/3134] lr: 0.00100, eta: 11:51:16, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7188, loss_cls: 2.1360, loss: 2.1360 2020-06-18 10:06:38,530 - mmaction - INFO - Epoch [77][2120/3134] lr: 0.00100, eta: 11:51:04, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7594, loss_cls: 2.0908, loss: 2.0908 2020-06-18 10:06:50,235 - mmaction - INFO - Epoch [77][2140/3134] lr: 0.00100, eta: 11:50:52, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7562, loss_cls: 2.1649, loss: 2.1649 2020-06-18 10:07:01,833 - mmaction - INFO - Epoch [77][2160/3134] lr: 0.00100, eta: 11:50:41, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7656, loss_cls: 1.9485, loss: 1.9485 2020-06-18 10:07:13,506 - mmaction - INFO - Epoch [77][2180/3134] lr: 0.00100, eta: 11:50:29, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7500, loss_cls: 2.1646, loss: 2.1646 2020-06-18 10:07:25,156 - mmaction - INFO - Epoch [77][2200/3134] lr: 0.00100, eta: 11:50:17, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7656, loss_cls: 2.0461, loss: 2.0461 2020-06-18 10:07:36,821 - mmaction - INFO - Epoch [77][2220/3134] lr: 0.00100, eta: 11:50:06, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7281, loss_cls: 2.2845, loss: 2.2845 2020-06-18 10:07:48,440 - mmaction - INFO - Epoch [77][2240/3134] lr: 0.00100, eta: 11:49:54, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7438, loss_cls: 2.1100, loss: 2.1100 2020-06-18 10:08:00,066 - mmaction - INFO - Epoch [77][2260/3134] lr: 0.00100, eta: 11:49:42, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7844, loss_cls: 2.0704, loss: 2.0704 2020-06-18 10:08:11,721 - mmaction - INFO - Epoch [77][2280/3134] lr: 0.00100, eta: 11:49:31, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7406, loss_cls: 2.2573, loss: 2.2573 2020-06-18 10:08:23,382 - mmaction - INFO - Epoch [77][2300/3134] lr: 0.00100, eta: 11:49:19, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7312, loss_cls: 2.2079, loss: 2.2079 2020-06-18 10:08:34,986 - mmaction - INFO - Epoch [77][2320/3134] lr: 0.00100, eta: 11:49:07, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7469, loss_cls: 2.2217, loss: 2.2217 2020-06-18 10:08:46,641 - mmaction - INFO - Epoch [77][2340/3134] lr: 0.00100, eta: 11:48:56, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7562, loss_cls: 2.0854, loss: 2.0854 2020-06-18 10:08:58,271 - mmaction - INFO - Epoch [77][2360/3134] lr: 0.00100, eta: 11:48:44, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7281, loss_cls: 2.3153, loss: 2.3153 2020-06-18 10:09:09,880 - mmaction - INFO - Epoch [77][2380/3134] lr: 0.00100, eta: 11:48:32, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7781, loss_cls: 1.9967, loss: 1.9967 2020-06-18 10:09:21,550 - mmaction - INFO - Epoch [77][2400/3134] lr: 0.00100, eta: 11:48:20, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7469, loss_cls: 2.1822, loss: 2.1822 2020-06-18 10:09:33,205 - mmaction - INFO - Epoch [77][2420/3134] lr: 0.00100, eta: 11:48:09, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7594, loss_cls: 2.0784, loss: 2.0784 2020-06-18 10:09:44,913 - mmaction - INFO - Epoch [77][2440/3134] lr: 0.00100, eta: 11:47:57, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7594, loss_cls: 2.1483, loss: 2.1483 2020-06-18 10:09:56,423 - mmaction - INFO - Epoch [77][2460/3134] lr: 0.00100, eta: 11:47:45, time: 0.575, data_time: 0.000, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7750, loss_cls: 2.0278, loss: 2.0278 2020-06-18 10:10:08,129 - mmaction - INFO - Epoch [77][2480/3134] lr: 0.00100, eta: 11:47:34, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7625, loss_cls: 2.0598, loss: 2.0598 2020-06-18 10:10:19,798 - mmaction - INFO - Epoch [77][2500/3134] lr: 0.00100, eta: 11:47:22, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7844, loss_cls: 2.0595, loss: 2.0595 2020-06-18 10:10:31,396 - mmaction - INFO - Epoch [77][2520/3134] lr: 0.00100, eta: 11:47:10, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7094, loss_cls: 2.3232, loss: 2.3232 2020-06-18 10:10:43,061 - mmaction - INFO - Epoch [77][2540/3134] lr: 0.00100, eta: 11:46:59, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7438, loss_cls: 2.0951, loss: 2.0951 2020-06-18 10:10:54,696 - mmaction - INFO - Epoch [77][2560/3134] lr: 0.00100, eta: 11:46:47, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7812, loss_cls: 1.9339, loss: 1.9339 2020-06-18 10:11:06,331 - mmaction - INFO - Epoch [77][2580/3134] lr: 0.00100, eta: 11:46:35, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7375, loss_cls: 2.0670, loss: 2.0670 2020-06-18 10:11:17,957 - mmaction - INFO - Epoch [77][2600/3134] lr: 0.00100, eta: 11:46:24, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7719, loss_cls: 2.0682, loss: 2.0682 2020-06-18 10:11:42,389 - mmaction - INFO - Epoch [77][2620/3134] lr: 0.00100, eta: 11:46:16, time: 1.221, data_time: 0.000, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7375, loss_cls: 2.2107, loss: 2.2107 2020-06-18 10:11:58,250 - mmaction - INFO - Epoch [77][2640/3134] lr: 0.00100, eta: 11:46:05, time: 0.793, data_time: 0.003, memory: 8339, top1_acc: 0.4219, top5_acc: 0.6969, loss_cls: 2.4752, loss: 2.4752 2020-06-18 10:12:09,845 - mmaction - INFO - Epoch [77][2660/3134] lr: 0.00100, eta: 11:45:54, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7625, loss_cls: 2.0240, loss: 2.0240 2020-06-18 10:12:21,396 - mmaction - INFO - Epoch [77][2680/3134] lr: 0.00100, eta: 11:45:42, time: 0.577, data_time: 0.000, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7469, loss_cls: 2.1644, loss: 2.1644 2020-06-18 10:12:32,982 - mmaction - INFO - Epoch [77][2700/3134] lr: 0.00100, eta: 11:45:30, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4344, top5_acc: 0.7594, loss_cls: 2.2525, loss: 2.2525 2020-06-18 10:12:44,634 - mmaction - INFO - Epoch [77][2720/3134] lr: 0.00100, eta: 11:45:19, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7594, loss_cls: 2.1090, loss: 2.1090 2020-06-18 10:12:56,247 - mmaction - INFO - Epoch [77][2740/3134] lr: 0.00100, eta: 11:45:07, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7656, loss_cls: 2.1241, loss: 2.1241 2020-06-18 10:13:07,913 - mmaction - INFO - Epoch [77][2760/3134] lr: 0.00100, eta: 11:44:55, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7969, loss_cls: 1.9882, loss: 1.9882 2020-06-18 10:13:19,555 - mmaction - INFO - Epoch [77][2780/3134] lr: 0.00100, eta: 11:44:44, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7812, loss_cls: 2.0353, loss: 2.0353 2020-06-18 10:13:31,229 - mmaction - INFO - Epoch [77][2800/3134] lr: 0.00100, eta: 11:44:32, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.8125, loss_cls: 2.0668, loss: 2.0668 2020-06-18 10:13:42,887 - mmaction - INFO - Epoch [77][2820/3134] lr: 0.00100, eta: 11:44:20, time: 0.582, data_time: 0.000, memory: 8339, top1_acc: 0.4437, top5_acc: 0.7375, loss_cls: 2.2927, loss: 2.2927 2020-06-18 10:13:54,518 - mmaction - INFO - Epoch [77][2840/3134] lr: 0.00100, eta: 11:44:08, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7406, loss_cls: 2.3074, loss: 2.3074 2020-06-18 10:14:06,141 - mmaction - INFO - Epoch [77][2860/3134] lr: 0.00100, eta: 11:43:57, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7656, loss_cls: 2.1646, loss: 2.1646 2020-06-18 10:14:17,784 - mmaction - INFO - Epoch [77][2880/3134] lr: 0.00100, eta: 11:43:45, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7469, loss_cls: 2.1965, loss: 2.1965 2020-06-18 10:14:29,425 - mmaction - INFO - Epoch [77][2900/3134] lr: 0.00100, eta: 11:43:33, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7656, loss_cls: 2.0126, loss: 2.0126 2020-06-18 10:14:41,015 - mmaction - INFO - Epoch [77][2920/3134] lr: 0.00100, eta: 11:43:22, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7719, loss_cls: 1.9469, loss: 1.9469 2020-06-18 10:14:52,703 - mmaction - INFO - Epoch [77][2940/3134] lr: 0.00100, eta: 11:43:10, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7344, loss_cls: 2.1601, loss: 2.1601 2020-06-18 10:15:04,296 - mmaction - INFO - Epoch [77][2960/3134] lr: 0.00100, eta: 11:42:58, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7375, loss_cls: 2.2386, loss: 2.2386 2020-06-18 10:15:15,891 - mmaction - INFO - Epoch [77][2980/3134] lr: 0.00100, eta: 11:42:47, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7125, loss_cls: 2.3182, loss: 2.3182 2020-06-18 10:15:27,521 - mmaction - INFO - Epoch [77][3000/3134] lr: 0.00100, eta: 11:42:35, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7281, loss_cls: 2.2849, loss: 2.2849 2020-06-18 10:15:39,160 - mmaction - INFO - Epoch [77][3020/3134] lr: 0.00100, eta: 11:42:23, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7219, loss_cls: 2.2741, loss: 2.2741 2020-06-18 10:15:50,767 - mmaction - INFO - Epoch [77][3040/3134] lr: 0.00100, eta: 11:42:12, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4250, top5_acc: 0.7125, loss_cls: 2.4202, loss: 2.4202 2020-06-18 10:16:02,434 - mmaction - INFO - Epoch [77][3060/3134] lr: 0.00100, eta: 11:42:00, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7594, loss_cls: 2.1429, loss: 2.1429 2020-06-18 10:16:14,120 - mmaction - INFO - Epoch [77][3080/3134] lr: 0.00100, eta: 11:41:48, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7312, loss_cls: 2.3128, loss: 2.3128 2020-06-18 10:16:25,794 - mmaction - INFO - Epoch [77][3100/3134] lr: 0.00100, eta: 11:41:37, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7156, loss_cls: 2.4009, loss: 2.4009 2020-06-18 10:16:37,433 - mmaction - INFO - Epoch [77][3120/3134] lr: 0.00100, eta: 11:41:25, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7281, loss_cls: 2.0446, loss: 2.0446 2020-06-18 10:17:14,443 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-18 10:17:15,699 - mmaction - INFO - top1_acc 0.2800 top5_acc 0.5282 2020-06-18 10:17:15,719 - mmaction - INFO - Epoch [77][3134/3134] lr: 0.00100, top1_acc: 0.2800, top5_acc: 0.5282 2020-06-18 10:17:31,539 - mmaction - INFO - Epoch [78][20/3134] lr: 0.00100, eta: 11:41:04, time: 0.791, data_time: 0.212, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7500, loss_cls: 2.1025, loss: 2.1025 2020-06-18 10:17:43,210 - mmaction - INFO - Epoch [78][40/3134] lr: 0.00100, eta: 11:40:52, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7844, loss_cls: 1.9003, loss: 1.9003 2020-06-18 10:17:54,811 - mmaction - INFO - Epoch [78][60/3134] lr: 0.00100, eta: 11:40:40, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7500, loss_cls: 2.1572, loss: 2.1572 2020-06-18 10:18:06,482 - mmaction - INFO - Epoch [78][80/3134] lr: 0.00100, eta: 11:40:29, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7594, loss_cls: 2.1572, loss: 2.1572 2020-06-18 10:18:18,096 - mmaction - INFO - Epoch [78][100/3134] lr: 0.00100, eta: 11:40:17, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7781, loss_cls: 2.0946, loss: 2.0946 2020-06-18 10:18:29,745 - mmaction - INFO - Epoch [78][120/3134] lr: 0.00100, eta: 11:40:05, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7281, loss_cls: 2.2305, loss: 2.2305 2020-06-18 10:18:41,403 - mmaction - INFO - Epoch [78][140/3134] lr: 0.00100, eta: 11:39:54, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7594, loss_cls: 2.0783, loss: 2.0783 2020-06-18 10:18:53,076 - mmaction - INFO - Epoch [78][160/3134] lr: 0.00100, eta: 11:39:42, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7906, loss_cls: 1.8614, loss: 1.8614 2020-06-18 10:19:04,876 - mmaction - INFO - Epoch [78][180/3134] lr: 0.00100, eta: 11:39:30, time: 0.589, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7469, loss_cls: 2.2958, loss: 2.2958 2020-06-18 10:19:16,590 - mmaction - INFO - Epoch [78][200/3134] lr: 0.00100, eta: 11:39:19, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7438, loss_cls: 2.2382, loss: 2.2382 2020-06-18 10:19:28,273 - mmaction - INFO - Epoch [78][220/3134] lr: 0.00100, eta: 11:39:07, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7531, loss_cls: 2.1357, loss: 2.1357 2020-06-18 10:19:39,908 - mmaction - INFO - Epoch [78][240/3134] lr: 0.00100, eta: 11:38:55, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7625, loss_cls: 2.0880, loss: 2.0880 2020-06-18 10:19:51,606 - mmaction - INFO - Epoch [78][260/3134] lr: 0.00100, eta: 11:38:44, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7750, loss_cls: 1.9523, loss: 1.9523 2020-06-18 10:20:03,321 - mmaction - INFO - Epoch [78][280/3134] lr: 0.00100, eta: 11:38:32, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7562, loss_cls: 2.0419, loss: 2.0419 2020-06-18 10:20:14,965 - mmaction - INFO - Epoch [78][300/3134] lr: 0.00100, eta: 11:38:20, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7844, loss_cls: 1.9730, loss: 1.9730 2020-06-18 10:20:26,579 - mmaction - INFO - Epoch [78][320/3134] lr: 0.00100, eta: 11:38:09, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7562, loss_cls: 2.1191, loss: 2.1191 2020-06-18 10:20:38,281 - mmaction - INFO - Epoch [78][340/3134] lr: 0.00100, eta: 11:37:57, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7625, loss_cls: 2.0362, loss: 2.0362 2020-06-18 10:20:49,908 - mmaction - INFO - Epoch [78][360/3134] lr: 0.00100, eta: 11:37:45, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7781, loss_cls: 2.0296, loss: 2.0296 2020-06-18 10:21:01,572 - mmaction - INFO - Epoch [78][380/3134] lr: 0.00100, eta: 11:37:34, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7562, loss_cls: 2.1438, loss: 2.1438 2020-06-18 10:21:13,222 - mmaction - INFO - Epoch [78][400/3134] lr: 0.00100, eta: 11:37:22, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7312, loss_cls: 2.1302, loss: 2.1302 2020-06-18 10:21:24,853 - mmaction - INFO - Epoch [78][420/3134] lr: 0.00100, eta: 11:37:10, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7969, loss_cls: 1.8753, loss: 1.8753 2020-06-18 10:21:36,516 - mmaction - INFO - Epoch [78][440/3134] lr: 0.00100, eta: 11:36:59, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7875, loss_cls: 2.0389, loss: 2.0389 2020-06-18 10:21:48,213 - mmaction - INFO - Epoch [78][460/3134] lr: 0.00100, eta: 11:36:47, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7781, loss_cls: 1.9056, loss: 1.9056 2020-06-18 10:21:59,908 - mmaction - INFO - Epoch [78][480/3134] lr: 0.00100, eta: 11:36:35, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7469, loss_cls: 2.0953, loss: 2.0953 2020-06-18 10:22:11,638 - mmaction - INFO - Epoch [78][500/3134] lr: 0.00100, eta: 11:36:24, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7188, loss_cls: 2.2010, loss: 2.2010 2020-06-18 10:22:23,300 - mmaction - INFO - Epoch [78][520/3134] lr: 0.00100, eta: 11:36:12, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7688, loss_cls: 2.0379, loss: 2.0379 2020-06-18 10:22:34,988 - mmaction - INFO - Epoch [78][540/3134] lr: 0.00100, eta: 11:36:00, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7719, loss_cls: 2.0728, loss: 2.0728 2020-06-18 10:22:46,615 - mmaction - INFO - Epoch [78][560/3134] lr: 0.00100, eta: 11:35:49, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7625, loss_cls: 2.1238, loss: 2.1238 2020-06-18 10:22:58,344 - mmaction - INFO - Epoch [78][580/3134] lr: 0.00100, eta: 11:35:37, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7781, loss_cls: 1.9714, loss: 1.9714 2020-06-18 10:23:10,000 - mmaction - INFO - Epoch [78][600/3134] lr: 0.00100, eta: 11:35:25, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7406, loss_cls: 2.0738, loss: 2.0738 2020-06-18 10:23:21,568 - mmaction - INFO - Epoch [78][620/3134] lr: 0.00100, eta: 11:35:14, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7594, loss_cls: 2.0045, loss: 2.0045 2020-06-18 10:23:33,215 - mmaction - INFO - Epoch [78][640/3134] lr: 0.00100, eta: 11:35:02, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7031, loss_cls: 2.3937, loss: 2.3937 2020-06-18 10:23:44,889 - mmaction - INFO - Epoch [78][660/3134] lr: 0.00100, eta: 11:34:50, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7594, loss_cls: 1.9728, loss: 1.9728 2020-06-18 10:23:56,515 - mmaction - INFO - Epoch [78][680/3134] lr: 0.00100, eta: 11:34:38, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7781, loss_cls: 2.0402, loss: 2.0402 2020-06-18 10:24:08,194 - mmaction - INFO - Epoch [78][700/3134] lr: 0.00100, eta: 11:34:27, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7594, loss_cls: 2.0364, loss: 2.0364 2020-06-18 10:24:19,942 - mmaction - INFO - Epoch [78][720/3134] lr: 0.00100, eta: 11:34:15, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7656, loss_cls: 2.1606, loss: 2.1606 2020-06-18 10:24:31,561 - mmaction - INFO - Epoch [78][740/3134] lr: 0.00100, eta: 11:34:03, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7562, loss_cls: 2.0586, loss: 2.0586 2020-06-18 10:24:43,275 - mmaction - INFO - Epoch [78][760/3134] lr: 0.00100, eta: 11:33:52, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7688, loss_cls: 2.1591, loss: 2.1591 2020-06-18 10:24:54,924 - mmaction - INFO - Epoch [78][780/3134] lr: 0.00100, eta: 11:33:40, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7438, loss_cls: 2.1509, loss: 2.1509 2020-06-18 10:25:06,585 - mmaction - INFO - Epoch [78][800/3134] lr: 0.00100, eta: 11:33:28, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.2167, loss: 2.2167 2020-06-18 10:25:18,198 - mmaction - INFO - Epoch [78][820/3134] lr: 0.00100, eta: 11:33:17, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5219, top5_acc: 0.8000, loss_cls: 1.9900, loss: 1.9900 2020-06-18 10:25:29,804 - mmaction - INFO - Epoch [78][840/3134] lr: 0.00100, eta: 11:33:05, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7594, loss_cls: 2.1074, loss: 2.1074 2020-06-18 10:25:41,540 - mmaction - INFO - Epoch [78][860/3134] lr: 0.00100, eta: 11:32:53, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7562, loss_cls: 2.2831, loss: 2.2831 2020-06-18 10:25:53,242 - mmaction - INFO - Epoch [78][880/3134] lr: 0.00100, eta: 11:32:42, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7625, loss_cls: 2.0163, loss: 2.0163 2020-06-18 10:26:04,878 - mmaction - INFO - Epoch [78][900/3134] lr: 0.00100, eta: 11:32:30, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7844, loss_cls: 1.9628, loss: 1.9628 2020-06-18 10:26:16,518 - mmaction - INFO - Epoch [78][920/3134] lr: 0.00100, eta: 11:32:18, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7812, loss_cls: 2.0400, loss: 2.0400 2020-06-18 10:26:28,196 - mmaction - INFO - Epoch [78][940/3134] lr: 0.00100, eta: 11:32:07, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7812, loss_cls: 2.0187, loss: 2.0187 2020-06-18 10:26:39,882 - mmaction - INFO - Epoch [78][960/3134] lr: 0.00100, eta: 11:31:55, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7188, loss_cls: 2.3165, loss: 2.3165 2020-06-18 10:26:51,465 - mmaction - INFO - Epoch [78][980/3134] lr: 0.00100, eta: 11:31:43, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7688, loss_cls: 1.9743, loss: 1.9743 2020-06-18 10:27:03,130 - mmaction - INFO - Epoch [78][1000/3134] lr: 0.00100, eta: 11:31:32, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7531, loss_cls: 2.1115, loss: 2.1115 2020-06-18 10:27:14,738 - mmaction - INFO - Epoch [78][1020/3134] lr: 0.00100, eta: 11:31:20, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 2.1049, loss: 2.1049 2020-06-18 10:27:26,310 - mmaction - INFO - Epoch [78][1040/3134] lr: 0.00100, eta: 11:31:08, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5250, top5_acc: 0.8156, loss_cls: 1.8981, loss: 1.8981 2020-06-18 10:27:37,928 - mmaction - INFO - Epoch [78][1060/3134] lr: 0.00100, eta: 11:30:57, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7531, loss_cls: 2.0096, loss: 2.0096 2020-06-18 10:27:49,565 - mmaction - INFO - Epoch [78][1080/3134] lr: 0.00100, eta: 11:30:45, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7281, loss_cls: 2.2067, loss: 2.2067 2020-06-18 10:28:01,231 - mmaction - INFO - Epoch [78][1100/3134] lr: 0.00100, eta: 11:30:33, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7625, loss_cls: 2.1415, loss: 2.1415 2020-06-18 10:28:12,839 - mmaction - INFO - Epoch [78][1120/3134] lr: 0.00100, eta: 11:30:21, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7469, loss_cls: 2.1085, loss: 2.1085 2020-06-18 10:28:24,357 - mmaction - INFO - Epoch [78][1140/3134] lr: 0.00100, eta: 11:30:10, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7438, loss_cls: 2.1775, loss: 2.1775 2020-06-18 10:28:36,082 - mmaction - INFO - Epoch [78][1160/3134] lr: 0.00100, eta: 11:29:58, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7656, loss_cls: 1.9735, loss: 1.9735 2020-06-18 10:28:47,775 - mmaction - INFO - Epoch [78][1180/3134] lr: 0.00100, eta: 11:29:46, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7469, loss_cls: 2.1148, loss: 2.1148 2020-06-18 10:28:59,349 - mmaction - INFO - Epoch [78][1200/3134] lr: 0.00100, eta: 11:29:35, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7531, loss_cls: 2.0806, loss: 2.0806 2020-06-18 10:29:10,951 - mmaction - INFO - Epoch [78][1220/3134] lr: 0.00100, eta: 11:29:23, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7937, loss_cls: 1.9877, loss: 1.9877 2020-06-18 10:29:22,586 - mmaction - INFO - Epoch [78][1240/3134] lr: 0.00100, eta: 11:29:11, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7031, loss_cls: 2.3100, loss: 2.3100 2020-06-18 10:29:34,251 - mmaction - INFO - Epoch [78][1260/3134] lr: 0.00100, eta: 11:29:00, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7375, loss_cls: 2.2412, loss: 2.2412 2020-06-18 10:29:45,927 - mmaction - INFO - Epoch [78][1280/3134] lr: 0.00100, eta: 11:28:48, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7844, loss_cls: 2.0310, loss: 2.0310 2020-06-18 10:29:57,536 - mmaction - INFO - Epoch [78][1300/3134] lr: 0.00100, eta: 11:28:36, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7156, loss_cls: 2.1646, loss: 2.1646 2020-06-18 10:30:09,123 - mmaction - INFO - Epoch [78][1320/3134] lr: 0.00100, eta: 11:28:25, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7594, loss_cls: 2.1107, loss: 2.1107 2020-06-18 10:30:20,749 - mmaction - INFO - Epoch [78][1340/3134] lr: 0.00100, eta: 11:28:13, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7688, loss_cls: 2.0864, loss: 2.0864 2020-06-18 10:30:32,431 - mmaction - INFO - Epoch [78][1360/3134] lr: 0.00100, eta: 11:28:01, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7781, loss_cls: 1.9483, loss: 1.9483 2020-06-18 10:30:44,046 - mmaction - INFO - Epoch [78][1380/3134] lr: 0.00100, eta: 11:27:50, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7688, loss_cls: 1.9672, loss: 1.9672 2020-06-18 10:30:55,671 - mmaction - INFO - Epoch [78][1400/3134] lr: 0.00100, eta: 11:27:38, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7312, loss_cls: 2.2240, loss: 2.2240 2020-06-18 10:31:07,264 - mmaction - INFO - Epoch [78][1420/3134] lr: 0.00100, eta: 11:27:26, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7625, loss_cls: 2.0897, loss: 2.0897 2020-06-18 10:31:18,942 - mmaction - INFO - Epoch [78][1440/3134] lr: 0.00100, eta: 11:27:14, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7719, loss_cls: 2.0971, loss: 2.0971 2020-06-18 10:31:30,642 - mmaction - INFO - Epoch [78][1460/3134] lr: 0.00100, eta: 11:27:03, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7875, loss_cls: 1.9565, loss: 1.9565 2020-06-18 10:31:42,288 - mmaction - INFO - Epoch [78][1480/3134] lr: 0.00100, eta: 11:26:51, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7312, loss_cls: 2.1549, loss: 2.1549 2020-06-18 10:31:53,995 - mmaction - INFO - Epoch [78][1500/3134] lr: 0.00100, eta: 11:26:39, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7937, loss_cls: 1.9291, loss: 1.9291 2020-06-18 10:32:05,627 - mmaction - INFO - Epoch [78][1520/3134] lr: 0.00100, eta: 11:26:28, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.5500, top5_acc: 0.8000, loss_cls: 1.9584, loss: 1.9584 2020-06-18 10:32:17,253 - mmaction - INFO - Epoch [78][1540/3134] lr: 0.00100, eta: 11:26:16, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7531, loss_cls: 2.1150, loss: 2.1150 2020-06-18 10:32:28,910 - mmaction - INFO - Epoch [78][1560/3134] lr: 0.00100, eta: 11:26:04, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5375, top5_acc: 0.8187, loss_cls: 1.8413, loss: 1.8413 2020-06-18 10:32:40,634 - mmaction - INFO - Epoch [78][1580/3134] lr: 0.00100, eta: 11:25:53, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7625, loss_cls: 2.0427, loss: 2.0427 2020-06-18 10:32:52,265 - mmaction - INFO - Epoch [78][1600/3134] lr: 0.00100, eta: 11:25:41, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7781, loss_cls: 2.0049, loss: 2.0049 2020-06-18 10:33:03,902 - mmaction - INFO - Epoch [78][1620/3134] lr: 0.00100, eta: 11:25:29, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7781, loss_cls: 2.0088, loss: 2.0088 2020-06-18 10:33:15,561 - mmaction - INFO - Epoch [78][1640/3134] lr: 0.00100, eta: 11:25:18, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7594, loss_cls: 2.0186, loss: 2.0186 2020-06-18 10:33:27,154 - mmaction - INFO - Epoch [78][1660/3134] lr: 0.00100, eta: 11:25:06, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7250, loss_cls: 2.0948, loss: 2.0948 2020-06-18 10:33:38,804 - mmaction - INFO - Epoch [78][1680/3134] lr: 0.00100, eta: 11:24:54, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7594, loss_cls: 2.0627, loss: 2.0627 2020-06-18 10:33:50,462 - mmaction - INFO - Epoch [78][1700/3134] lr: 0.00100, eta: 11:24:43, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7844, loss_cls: 2.0214, loss: 2.0214 2020-06-18 10:34:02,183 - mmaction - INFO - Epoch [78][1720/3134] lr: 0.00100, eta: 11:24:31, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.5563, top5_acc: 0.8000, loss_cls: 1.8490, loss: 1.8490 2020-06-18 10:34:13,835 - mmaction - INFO - Epoch [78][1740/3134] lr: 0.00100, eta: 11:24:19, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7594, loss_cls: 2.0348, loss: 2.0348 2020-06-18 10:34:25,541 - mmaction - INFO - Epoch [78][1760/3134] lr: 0.00100, eta: 11:24:08, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7688, loss_cls: 2.0903, loss: 2.0903 2020-06-18 10:34:37,176 - mmaction - INFO - Epoch [78][1780/3134] lr: 0.00100, eta: 11:23:56, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7781, loss_cls: 2.0916, loss: 2.0916 2020-06-18 10:34:48,859 - mmaction - INFO - Epoch [78][1800/3134] lr: 0.00100, eta: 11:23:44, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7969, loss_cls: 1.9045, loss: 1.9045 2020-06-18 10:35:00,476 - mmaction - INFO - Epoch [78][1820/3134] lr: 0.00100, eta: 11:23:33, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7219, loss_cls: 2.2659, loss: 2.2659 2020-06-18 10:35:12,129 - mmaction - INFO - Epoch [78][1840/3134] lr: 0.00100, eta: 11:23:21, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7844, loss_cls: 2.0983, loss: 2.0983 2020-06-18 10:35:23,759 - mmaction - INFO - Epoch [78][1860/3134] lr: 0.00100, eta: 11:23:09, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7688, loss_cls: 2.0037, loss: 2.0037 2020-06-18 10:35:35,394 - mmaction - INFO - Epoch [78][1880/3134] lr: 0.00100, eta: 11:22:58, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7500, loss_cls: 2.1298, loss: 2.1298 2020-06-18 10:35:47,054 - mmaction - INFO - Epoch [78][1900/3134] lr: 0.00100, eta: 11:22:46, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7594, loss_cls: 2.0170, loss: 2.0170 2020-06-18 10:35:58,662 - mmaction - INFO - Epoch [78][1920/3134] lr: 0.00100, eta: 11:22:34, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7625, loss_cls: 1.9529, loss: 1.9529 2020-06-18 10:36:10,386 - mmaction - INFO - Epoch [78][1940/3134] lr: 0.00100, eta: 11:22:23, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7781, loss_cls: 1.9796, loss: 1.9796 2020-06-18 10:36:21,970 - mmaction - INFO - Epoch [78][1960/3134] lr: 0.00100, eta: 11:22:11, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4188, top5_acc: 0.7250, loss_cls: 2.3235, loss: 2.3235 2020-06-18 10:36:33,570 - mmaction - INFO - Epoch [78][1980/3134] lr: 0.00100, eta: 11:21:59, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7312, loss_cls: 2.1757, loss: 2.1757 2020-06-18 10:36:45,201 - mmaction - INFO - Epoch [78][2000/3134] lr: 0.00100, eta: 11:21:47, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7625, loss_cls: 2.1413, loss: 2.1413 2020-06-18 10:36:56,867 - mmaction - INFO - Epoch [78][2020/3134] lr: 0.00100, eta: 11:21:36, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7375, loss_cls: 2.2138, loss: 2.2138 2020-06-18 10:37:08,478 - mmaction - INFO - Epoch [78][2040/3134] lr: 0.00100, eta: 11:21:24, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7500, loss_cls: 2.0689, loss: 2.0689 2020-06-18 10:37:20,120 - mmaction - INFO - Epoch [78][2060/3134] lr: 0.00100, eta: 11:21:12, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7125, loss_cls: 2.2923, loss: 2.2923 2020-06-18 10:37:31,717 - mmaction - INFO - Epoch [78][2080/3134] lr: 0.00100, eta: 11:21:01, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7594, loss_cls: 2.1164, loss: 2.1164 2020-06-18 10:37:43,383 - mmaction - INFO - Epoch [78][2100/3134] lr: 0.00100, eta: 11:20:49, time: 0.583, data_time: 0.000, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7250, loss_cls: 2.2559, loss: 2.2559 2020-06-18 10:37:55,016 - mmaction - INFO - Epoch [78][2120/3134] lr: 0.00100, eta: 11:20:37, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7406, loss_cls: 2.0696, loss: 2.0696 2020-06-18 10:38:06,588 - mmaction - INFO - Epoch [78][2140/3134] lr: 0.00100, eta: 11:20:26, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.5000, top5_acc: 0.8000, loss_cls: 2.0362, loss: 2.0362 2020-06-18 10:38:18,236 - mmaction - INFO - Epoch [78][2160/3134] lr: 0.00100, eta: 11:20:14, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7781, loss_cls: 2.0618, loss: 2.0618 2020-06-18 10:38:29,838 - mmaction - INFO - Epoch [78][2180/3134] lr: 0.00100, eta: 11:20:02, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7094, loss_cls: 2.3072, loss: 2.3072 2020-06-18 10:38:41,544 - mmaction - INFO - Epoch [78][2200/3134] lr: 0.00100, eta: 11:19:51, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7562, loss_cls: 1.9440, loss: 1.9440 2020-06-18 10:38:53,177 - mmaction - INFO - Epoch [78][2220/3134] lr: 0.00100, eta: 11:19:39, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7656, loss_cls: 2.0426, loss: 2.0426 2020-06-18 10:39:04,747 - mmaction - INFO - Epoch [78][2240/3134] lr: 0.00100, eta: 11:19:27, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7875, loss_cls: 2.0372, loss: 2.0372 2020-06-18 10:39:16,402 - mmaction - INFO - Epoch [78][2260/3134] lr: 0.00100, eta: 11:19:16, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7500, loss_cls: 2.0954, loss: 2.0954 2020-06-18 10:39:28,010 - mmaction - INFO - Epoch [78][2280/3134] lr: 0.00100, eta: 11:19:04, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7750, loss_cls: 2.0594, loss: 2.0594 2020-06-18 10:39:39,614 - mmaction - INFO - Epoch [78][2300/3134] lr: 0.00100, eta: 11:18:52, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7594, loss_cls: 2.0883, loss: 2.0883 2020-06-18 10:39:51,314 - mmaction - INFO - Epoch [78][2320/3134] lr: 0.00100, eta: 11:18:40, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7406, loss_cls: 2.1687, loss: 2.1687 2020-06-18 10:40:03,038 - mmaction - INFO - Epoch [78][2340/3134] lr: 0.00100, eta: 11:18:29, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7750, loss_cls: 2.1191, loss: 2.1191 2020-06-18 10:40:14,688 - mmaction - INFO - Epoch [78][2360/3134] lr: 0.00100, eta: 11:18:17, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7281, loss_cls: 2.1916, loss: 2.1916 2020-06-18 10:40:26,252 - mmaction - INFO - Epoch [78][2380/3134] lr: 0.00100, eta: 11:18:05, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7312, loss_cls: 2.3699, loss: 2.3699 2020-06-18 10:40:37,896 - mmaction - INFO - Epoch [78][2400/3134] lr: 0.00100, eta: 11:17:54, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7750, loss_cls: 1.9359, loss: 1.9359 2020-06-18 10:40:49,460 - mmaction - INFO - Epoch [78][2420/3134] lr: 0.00100, eta: 11:17:42, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7688, loss_cls: 2.0048, loss: 2.0048 2020-06-18 10:41:01,102 - mmaction - INFO - Epoch [78][2440/3134] lr: 0.00100, eta: 11:17:30, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7750, loss_cls: 2.0000, loss: 2.0000 2020-06-18 10:41:12,739 - mmaction - INFO - Epoch [78][2460/3134] lr: 0.00100, eta: 11:17:19, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7750, loss_cls: 2.0104, loss: 2.0104 2020-06-18 10:41:24,434 - mmaction - INFO - Epoch [78][2480/3134] lr: 0.00100, eta: 11:17:07, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7375, loss_cls: 2.1302, loss: 2.1302 2020-06-18 10:41:36,050 - mmaction - INFO - Epoch [78][2500/3134] lr: 0.00100, eta: 11:16:55, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7531, loss_cls: 2.1468, loss: 2.1468 2020-06-18 10:41:47,699 - mmaction - INFO - Epoch [78][2520/3134] lr: 0.00100, eta: 11:16:44, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7312, loss_cls: 2.2180, loss: 2.2180 2020-06-18 10:41:59,316 - mmaction - INFO - Epoch [78][2540/3134] lr: 0.00100, eta: 11:16:32, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7500, loss_cls: 2.1770, loss: 2.1770 2020-06-18 10:42:10,947 - mmaction - INFO - Epoch [78][2560/3134] lr: 0.00100, eta: 11:16:20, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7406, loss_cls: 2.1770, loss: 2.1770 2020-06-18 10:42:22,557 - mmaction - INFO - Epoch [78][2580/3134] lr: 0.00100, eta: 11:16:09, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7469, loss_cls: 2.1549, loss: 2.1549 2020-06-18 10:42:34,160 - mmaction - INFO - Epoch [78][2600/3134] lr: 0.00100, eta: 11:15:57, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7594, loss_cls: 2.1751, loss: 2.1751 2020-06-18 10:42:45,813 - mmaction - INFO - Epoch [78][2620/3134] lr: 0.00100, eta: 11:15:45, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5687, top5_acc: 0.8063, loss_cls: 1.8706, loss: 1.8706 2020-06-18 10:42:57,439 - mmaction - INFO - Epoch [78][2640/3134] lr: 0.00100, eta: 11:15:33, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7562, loss_cls: 2.0144, loss: 2.0144 2020-06-18 10:43:09,175 - mmaction - INFO - Epoch [78][2660/3134] lr: 0.00100, eta: 11:15:22, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.8000, loss_cls: 2.0953, loss: 2.0953 2020-06-18 10:43:20,746 - mmaction - INFO - Epoch [78][2680/3134] lr: 0.00100, eta: 11:15:10, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7375, loss_cls: 2.2402, loss: 2.2402 2020-06-18 10:43:32,339 - mmaction - INFO - Epoch [78][2700/3134] lr: 0.00100, eta: 11:14:58, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7469, loss_cls: 2.2582, loss: 2.2582 2020-06-18 10:43:44,072 - mmaction - INFO - Epoch [78][2720/3134] lr: 0.00100, eta: 11:14:47, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7781, loss_cls: 2.0481, loss: 2.0481 2020-06-18 10:43:55,649 - mmaction - INFO - Epoch [78][2740/3134] lr: 0.00100, eta: 11:14:35, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7562, loss_cls: 2.1545, loss: 2.1545 2020-06-18 10:44:07,283 - mmaction - INFO - Epoch [78][2760/3134] lr: 0.00100, eta: 11:14:23, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7562, loss_cls: 2.0235, loss: 2.0235 2020-06-18 10:44:18,940 - mmaction - INFO - Epoch [78][2780/3134] lr: 0.00100, eta: 11:14:12, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7281, loss_cls: 2.1846, loss: 2.1846 2020-06-18 10:44:30,597 - mmaction - INFO - Epoch [78][2800/3134] lr: 0.00100, eta: 11:14:00, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7969, loss_cls: 1.8611, loss: 1.8611 2020-06-18 10:44:42,270 - mmaction - INFO - Epoch [78][2820/3134] lr: 0.00100, eta: 11:13:48, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7531, loss_cls: 2.0179, loss: 2.0179 2020-06-18 10:44:53,841 - mmaction - INFO - Epoch [78][2840/3134] lr: 0.00100, eta: 11:13:37, time: 0.582, data_time: 0.005, memory: 8339, top1_acc: 0.4313, top5_acc: 0.7875, loss_cls: 2.1554, loss: 2.1554 2020-06-18 10:45:05,498 - mmaction - INFO - Epoch [78][2860/3134] lr: 0.00100, eta: 11:13:25, time: 0.582, data_time: 0.000, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7188, loss_cls: 2.3016, loss: 2.3016 2020-06-18 10:45:17,081 - mmaction - INFO - Epoch [78][2880/3134] lr: 0.00100, eta: 11:13:13, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7719, loss_cls: 2.1211, loss: 2.1211 2020-06-18 10:45:28,667 - mmaction - INFO - Epoch [78][2900/3134] lr: 0.00100, eta: 11:13:02, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7375, loss_cls: 2.2508, loss: 2.2508 2020-06-18 10:45:40,326 - mmaction - INFO - Epoch [78][2920/3134] lr: 0.00100, eta: 11:12:50, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7500, loss_cls: 2.1640, loss: 2.1640 2020-06-18 10:45:52,024 - mmaction - INFO - Epoch [78][2940/3134] lr: 0.00100, eta: 11:12:38, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7656, loss_cls: 2.0327, loss: 2.0327 2020-06-18 10:46:03,600 - mmaction - INFO - Epoch [78][2960/3134] lr: 0.00100, eta: 11:12:27, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7531, loss_cls: 2.1250, loss: 2.1250 2020-06-18 10:46:15,255 - mmaction - INFO - Epoch [78][2980/3134] lr: 0.00100, eta: 11:12:15, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7562, loss_cls: 2.0646, loss: 2.0646 2020-06-18 10:46:26,915 - mmaction - INFO - Epoch [78][3000/3134] lr: 0.00100, eta: 11:12:03, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7406, loss_cls: 2.0453, loss: 2.0453 2020-06-18 10:46:38,563 - mmaction - INFO - Epoch [78][3020/3134] lr: 0.00100, eta: 11:11:51, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7438, loss_cls: 2.1512, loss: 2.1512 2020-06-18 10:46:50,195 - mmaction - INFO - Epoch [78][3040/3134] lr: 0.00100, eta: 11:11:40, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7750, loss_cls: 2.1026, loss: 2.1026 2020-06-18 10:47:01,863 - mmaction - INFO - Epoch [78][3060/3134] lr: 0.00100, eta: 11:11:28, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7688, loss_cls: 2.1433, loss: 2.1433 2020-06-18 10:47:13,550 - mmaction - INFO - Epoch [78][3080/3134] lr: 0.00100, eta: 11:11:16, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7750, loss_cls: 2.1031, loss: 2.1031 2020-06-18 10:47:25,197 - mmaction - INFO - Epoch [78][3100/3134] lr: 0.00100, eta: 11:11:05, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7594, loss_cls: 2.1363, loss: 2.1363 2020-06-18 10:47:36,850 - mmaction - INFO - Epoch [78][3120/3134] lr: 0.00100, eta: 11:10:53, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7937, loss_cls: 1.9768, loss: 1.9768 2020-06-18 10:48:11,491 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-18 10:48:12,747 - mmaction - INFO - top1_acc 0.2753 top5_acc 0.5224 2020-06-18 10:48:12,764 - mmaction - INFO - Epoch [78][3134/3134] lr: 0.00100, top1_acc: 0.2753, top5_acc: 0.5224 2020-06-18 10:48:28,066 - mmaction - INFO - Epoch [79][20/3134] lr: 0.00100, eta: 11:10:32, time: 0.764, data_time: 0.181, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7875, loss_cls: 1.9855, loss: 1.9855 2020-06-18 10:48:39,687 - mmaction - INFO - Epoch [79][40/3134] lr: 0.00100, eta: 11:10:20, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7469, loss_cls: 2.1610, loss: 2.1610 2020-06-18 10:48:51,350 - mmaction - INFO - Epoch [79][60/3134] lr: 0.00100, eta: 11:10:09, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7781, loss_cls: 2.0879, loss: 2.0879 2020-06-18 10:49:02,926 - mmaction - INFO - Epoch [79][80/3134] lr: 0.00100, eta: 11:09:57, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5250, top5_acc: 0.8000, loss_cls: 1.9565, loss: 1.9565 2020-06-18 10:49:14,620 - mmaction - INFO - Epoch [79][100/3134] lr: 0.00100, eta: 11:09:45, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5625, top5_acc: 0.8219, loss_cls: 1.7545, loss: 1.7545 2020-06-18 10:49:26,229 - mmaction - INFO - Epoch [79][120/3134] lr: 0.00100, eta: 11:09:34, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7531, loss_cls: 2.1535, loss: 2.1535 2020-06-18 10:49:37,874 - mmaction - INFO - Epoch [79][140/3134] lr: 0.00100, eta: 11:09:22, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7500, loss_cls: 2.1462, loss: 2.1462 2020-06-18 10:49:49,547 - mmaction - INFO - Epoch [79][160/3134] lr: 0.00100, eta: 11:09:10, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7438, loss_cls: 2.1742, loss: 2.1742 2020-06-18 10:50:01,220 - mmaction - INFO - Epoch [79][180/3134] lr: 0.00100, eta: 11:08:58, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7719, loss_cls: 2.1203, loss: 2.1203 2020-06-18 10:50:12,927 - mmaction - INFO - Epoch [79][200/3134] lr: 0.00100, eta: 11:08:47, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7562, loss_cls: 2.1231, loss: 2.1231 2020-06-18 10:50:24,576 - mmaction - INFO - Epoch [79][220/3134] lr: 0.00100, eta: 11:08:35, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7531, loss_cls: 2.2995, loss: 2.2995 2020-06-18 10:50:36,167 - mmaction - INFO - Epoch [79][240/3134] lr: 0.00100, eta: 11:08:23, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7562, loss_cls: 2.0468, loss: 2.0468 2020-06-18 10:50:47,826 - mmaction - INFO - Epoch [79][260/3134] lr: 0.00100, eta: 11:08:12, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7625, loss_cls: 2.0736, loss: 2.0736 2020-06-18 10:50:59,559 - mmaction - INFO - Epoch [79][280/3134] lr: 0.00100, eta: 11:08:00, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7219, loss_cls: 2.2806, loss: 2.2806 2020-06-18 10:51:11,192 - mmaction - INFO - Epoch [79][300/3134] lr: 0.00100, eta: 11:07:48, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7844, loss_cls: 1.9285, loss: 1.9285 2020-06-18 10:51:22,916 - mmaction - INFO - Epoch [79][320/3134] lr: 0.00100, eta: 11:07:37, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7094, loss_cls: 2.2631, loss: 2.2631 2020-06-18 10:51:34,549 - mmaction - INFO - Epoch [79][340/3134] lr: 0.00100, eta: 11:07:25, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7688, loss_cls: 2.0171, loss: 2.0171 2020-06-18 10:51:46,169 - mmaction - INFO - Epoch [79][360/3134] lr: 0.00100, eta: 11:07:13, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7406, loss_cls: 2.1526, loss: 2.1526 2020-06-18 10:51:57,880 - mmaction - INFO - Epoch [79][380/3134] lr: 0.00100, eta: 11:07:02, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7438, loss_cls: 2.1111, loss: 2.1111 2020-06-18 10:52:09,649 - mmaction - INFO - Epoch [79][400/3134] lr: 0.00100, eta: 11:06:50, time: 0.589, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7656, loss_cls: 2.1453, loss: 2.1453 2020-06-18 10:52:21,248 - mmaction - INFO - Epoch [79][420/3134] lr: 0.00100, eta: 11:06:38, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5250, top5_acc: 0.8031, loss_cls: 1.9129, loss: 1.9129 2020-06-18 10:52:32,872 - mmaction - INFO - Epoch [79][440/3134] lr: 0.00100, eta: 11:06:27, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7812, loss_cls: 1.9264, loss: 1.9264 2020-06-18 10:52:44,526 - mmaction - INFO - Epoch [79][460/3134] lr: 0.00100, eta: 11:06:15, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5156, top5_acc: 0.8125, loss_cls: 1.9518, loss: 1.9518 2020-06-18 10:52:56,170 - mmaction - INFO - Epoch [79][480/3134] lr: 0.00100, eta: 11:06:03, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7781, loss_cls: 2.0531, loss: 2.0531 2020-06-18 10:53:07,839 - mmaction - INFO - Epoch [79][500/3134] lr: 0.00100, eta: 11:05:52, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7094, loss_cls: 2.2520, loss: 2.2520 2020-06-18 10:53:19,491 - mmaction - INFO - Epoch [79][520/3134] lr: 0.00100, eta: 11:05:40, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7625, loss_cls: 2.0900, loss: 2.0900 2020-06-18 10:53:31,136 - mmaction - INFO - Epoch [79][540/3134] lr: 0.00100, eta: 11:05:28, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7719, loss_cls: 2.0618, loss: 2.0618 2020-06-18 10:53:42,877 - mmaction - INFO - Epoch [79][560/3134] lr: 0.00100, eta: 11:05:17, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7562, loss_cls: 2.0100, loss: 2.0100 2020-06-18 10:53:54,533 - mmaction - INFO - Epoch [79][580/3134] lr: 0.00100, eta: 11:05:05, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7937, loss_cls: 1.9818, loss: 1.9818 2020-06-18 10:54:06,205 - mmaction - INFO - Epoch [79][600/3134] lr: 0.00100, eta: 11:04:53, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7469, loss_cls: 2.2753, loss: 2.2753 2020-06-18 10:54:17,896 - mmaction - INFO - Epoch [79][620/3134] lr: 0.00100, eta: 11:04:42, time: 0.584, data_time: 0.000, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7969, loss_cls: 1.9452, loss: 1.9452 2020-06-18 10:54:29,527 - mmaction - INFO - Epoch [79][640/3134] lr: 0.00100, eta: 11:04:30, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7594, loss_cls: 2.1416, loss: 2.1416 2020-06-18 10:54:41,121 - mmaction - INFO - Epoch [79][660/3134] lr: 0.00100, eta: 11:04:18, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7500, loss_cls: 2.1135, loss: 2.1135 2020-06-18 10:54:52,780 - mmaction - INFO - Epoch [79][680/3134] lr: 0.00100, eta: 11:04:07, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7656, loss_cls: 1.9171, loss: 1.9171 2020-06-18 10:55:04,765 - mmaction - INFO - Epoch [79][700/3134] lr: 0.00100, eta: 11:03:55, time: 0.598, data_time: 0.020, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7625, loss_cls: 1.9395, loss: 1.9395 2020-06-18 10:55:16,414 - mmaction - INFO - Epoch [79][720/3134] lr: 0.00100, eta: 11:03:43, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7625, loss_cls: 2.0942, loss: 2.0942 2020-06-18 10:55:27,969 - mmaction - INFO - Epoch [79][740/3134] lr: 0.00100, eta: 11:03:32, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7531, loss_cls: 2.1131, loss: 2.1131 2020-06-18 10:55:39,572 - mmaction - INFO - Epoch [79][760/3134] lr: 0.00100, eta: 11:03:20, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7531, loss_cls: 2.0293, loss: 2.0293 2020-06-18 10:55:51,267 - mmaction - INFO - Epoch [79][780/3134] lr: 0.00100, eta: 11:03:08, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7500, loss_cls: 2.1723, loss: 2.1723 2020-06-18 10:56:02,998 - mmaction - INFO - Epoch [79][800/3134] lr: 0.00100, eta: 11:02:57, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7688, loss_cls: 1.9117, loss: 1.9117 2020-06-18 10:56:14,715 - mmaction - INFO - Epoch [79][820/3134] lr: 0.00100, eta: 11:02:45, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7656, loss_cls: 2.0878, loss: 2.0878 2020-06-18 10:56:26,305 - mmaction - INFO - Epoch [79][840/3134] lr: 0.00100, eta: 11:02:33, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7937, loss_cls: 1.9604, loss: 1.9604 2020-06-18 10:56:37,925 - mmaction - INFO - Epoch [79][860/3134] lr: 0.00100, eta: 11:02:22, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7000, loss_cls: 2.1903, loss: 2.1903 2020-06-18 10:56:49,631 - mmaction - INFO - Epoch [79][880/3134] lr: 0.00100, eta: 11:02:10, time: 0.585, data_time: 0.005, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7031, loss_cls: 2.2837, loss: 2.2837 2020-06-18 10:57:01,281 - mmaction - INFO - Epoch [79][900/3134] lr: 0.00100, eta: 11:01:58, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7219, loss_cls: 2.1603, loss: 2.1603 2020-06-18 10:57:12,895 - mmaction - INFO - Epoch [79][920/3134] lr: 0.00100, eta: 11:01:46, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7562, loss_cls: 2.1581, loss: 2.1581 2020-06-18 10:57:24,508 - mmaction - INFO - Epoch [79][940/3134] lr: 0.00100, eta: 11:01:35, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7469, loss_cls: 2.1538, loss: 2.1538 2020-06-18 10:57:36,173 - mmaction - INFO - Epoch [79][960/3134] lr: 0.00100, eta: 11:01:23, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7375, loss_cls: 2.1499, loss: 2.1499 2020-06-18 10:57:47,788 - mmaction - INFO - Epoch [79][980/3134] lr: 0.00100, eta: 11:01:11, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7719, loss_cls: 2.0114, loss: 2.0114 2020-06-18 10:57:59,543 - mmaction - INFO - Epoch [79][1000/3134] lr: 0.00100, eta: 11:01:00, time: 0.588, data_time: 0.010, memory: 8339, top1_acc: 0.5156, top5_acc: 0.8000, loss_cls: 1.9921, loss: 1.9921 2020-06-18 10:58:11,218 - mmaction - INFO - Epoch [79][1020/3134] lr: 0.00100, eta: 11:00:48, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7250, loss_cls: 2.2299, loss: 2.2299 2020-06-18 10:58:22,906 - mmaction - INFO - Epoch [79][1040/3134] lr: 0.00100, eta: 11:00:36, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7719, loss_cls: 1.9652, loss: 1.9652 2020-06-18 10:58:34,573 - mmaction - INFO - Epoch [79][1060/3134] lr: 0.00100, eta: 11:00:25, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7719, loss_cls: 2.0738, loss: 2.0738 2020-06-18 10:58:46,211 - mmaction - INFO - Epoch [79][1080/3134] lr: 0.00100, eta: 11:00:13, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7906, loss_cls: 1.9318, loss: 1.9318 2020-06-18 10:58:57,825 - mmaction - INFO - Epoch [79][1100/3134] lr: 0.00100, eta: 11:00:01, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7750, loss_cls: 1.9847, loss: 1.9847 2020-06-18 10:59:09,420 - mmaction - INFO - Epoch [79][1120/3134] lr: 0.00100, eta: 10:59:50, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7469, loss_cls: 2.1275, loss: 2.1275 2020-06-18 10:59:21,083 - mmaction - INFO - Epoch [79][1140/3134] lr: 0.00100, eta: 10:59:38, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7625, loss_cls: 2.0587, loss: 2.0587 2020-06-18 10:59:32,784 - mmaction - INFO - Epoch [79][1160/3134] lr: 0.00100, eta: 10:59:26, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7781, loss_cls: 1.9551, loss: 1.9551 2020-06-18 10:59:44,405 - mmaction - INFO - Epoch [79][1180/3134] lr: 0.00100, eta: 10:59:15, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7594, loss_cls: 2.1076, loss: 2.1076 2020-06-18 10:59:56,068 - mmaction - INFO - Epoch [79][1200/3134] lr: 0.00100, eta: 10:59:03, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7500, loss_cls: 2.0429, loss: 2.0429 2020-06-18 11:00:07,835 - mmaction - INFO - Epoch [79][1220/3134] lr: 0.00100, eta: 10:58:51, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7906, loss_cls: 1.8570, loss: 1.8570 2020-06-18 11:00:20,302 - mmaction - INFO - Epoch [79][1240/3134] lr: 0.00100, eta: 10:58:40, time: 0.624, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7719, loss_cls: 2.1974, loss: 2.1974 2020-06-18 11:00:31,935 - mmaction - INFO - Epoch [79][1260/3134] lr: 0.00100, eta: 10:58:28, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7469, loss_cls: 2.1003, loss: 2.1003 2020-06-18 11:00:43,512 - mmaction - INFO - Epoch [79][1280/3134] lr: 0.00100, eta: 10:58:16, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7812, loss_cls: 2.0537, loss: 2.0537 2020-06-18 11:00:55,488 - mmaction - INFO - Epoch [79][1300/3134] lr: 0.00100, eta: 10:58:05, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7656, loss_cls: 2.1758, loss: 2.1758 2020-06-18 11:01:07,350 - mmaction - INFO - Epoch [79][1320/3134] lr: 0.00100, eta: 10:57:53, time: 0.607, data_time: 0.031, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7688, loss_cls: 2.0821, loss: 2.0821 2020-06-18 11:01:18,962 - mmaction - INFO - Epoch [79][1340/3134] lr: 0.00100, eta: 10:57:42, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7625, loss_cls: 2.0680, loss: 2.0680 2020-06-18 11:01:30,672 - mmaction - INFO - Epoch [79][1360/3134] lr: 0.00100, eta: 10:57:30, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7500, loss_cls: 2.1297, loss: 2.1297 2020-06-18 11:01:42,219 - mmaction - INFO - Epoch [79][1380/3134] lr: 0.00100, eta: 10:57:18, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7719, loss_cls: 2.1590, loss: 2.1590 2020-06-18 11:01:53,937 - mmaction - INFO - Epoch [79][1400/3134] lr: 0.00100, eta: 10:57:07, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7531, loss_cls: 2.0153, loss: 2.0153 2020-06-18 11:02:05,510 - mmaction - INFO - Epoch [79][1420/3134] lr: 0.00100, eta: 10:56:55, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7656, loss_cls: 2.0253, loss: 2.0253 2020-06-18 11:02:17,118 - mmaction - INFO - Epoch [79][1440/3134] lr: 0.00100, eta: 10:56:43, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7969, loss_cls: 1.8950, loss: 1.8950 2020-06-18 11:02:28,841 - mmaction - INFO - Epoch [79][1460/3134] lr: 0.00100, eta: 10:56:31, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7531, loss_cls: 1.9778, loss: 1.9778 2020-06-18 11:02:40,501 - mmaction - INFO - Epoch [79][1480/3134] lr: 0.00100, eta: 10:56:20, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7688, loss_cls: 2.0689, loss: 2.0689 2020-06-18 11:02:52,132 - mmaction - INFO - Epoch [79][1500/3134] lr: 0.00100, eta: 10:56:08, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7438, loss_cls: 2.1782, loss: 2.1782 2020-06-18 11:03:03,811 - mmaction - INFO - Epoch [79][1520/3134] lr: 0.00100, eta: 10:55:56, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7219, loss_cls: 2.2363, loss: 2.2363 2020-06-18 11:03:15,434 - mmaction - INFO - Epoch [79][1540/3134] lr: 0.00100, eta: 10:55:45, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7188, loss_cls: 2.2470, loss: 2.2470 2020-06-18 11:03:27,074 - mmaction - INFO - Epoch [79][1560/3134] lr: 0.00100, eta: 10:55:33, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7656, loss_cls: 2.0573, loss: 2.0573 2020-06-18 11:03:38,749 - mmaction - INFO - Epoch [79][1580/3134] lr: 0.00100, eta: 10:55:21, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7469, loss_cls: 2.1918, loss: 2.1918 2020-06-18 11:03:50,400 - mmaction - INFO - Epoch [79][1600/3134] lr: 0.00100, eta: 10:55:10, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7438, loss_cls: 2.0467, loss: 2.0467 2020-06-18 11:04:02,156 - mmaction - INFO - Epoch [79][1620/3134] lr: 0.00100, eta: 10:54:58, time: 0.588, data_time: 0.001, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7719, loss_cls: 2.1322, loss: 2.1322 2020-06-18 11:04:13,764 - mmaction - INFO - Epoch [79][1640/3134] lr: 0.00100, eta: 10:54:46, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7562, loss_cls: 2.0153, loss: 2.0153 2020-06-18 11:04:25,422 - mmaction - INFO - Epoch [79][1660/3134] lr: 0.00100, eta: 10:54:35, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7750, loss_cls: 2.0336, loss: 2.0336 2020-06-18 11:04:37,012 - mmaction - INFO - Epoch [79][1680/3134] lr: 0.00100, eta: 10:54:23, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7906, loss_cls: 1.8393, loss: 1.8393 2020-06-18 11:04:48,613 - mmaction - INFO - Epoch [79][1700/3134] lr: 0.00100, eta: 10:54:11, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7219, loss_cls: 2.1782, loss: 2.1782 2020-06-18 11:05:00,168 - mmaction - INFO - Epoch [79][1720/3134] lr: 0.00100, eta: 10:54:00, time: 0.577, data_time: 0.000, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7625, loss_cls: 2.1325, loss: 2.1325 2020-06-18 11:05:11,825 - mmaction - INFO - Epoch [79][1740/3134] lr: 0.00100, eta: 10:53:48, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7063, loss_cls: 2.3563, loss: 2.3563 2020-06-18 11:05:23,423 - mmaction - INFO - Epoch [79][1760/3134] lr: 0.00100, eta: 10:53:36, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7531, loss_cls: 2.1919, loss: 2.1919 2020-06-18 11:05:34,949 - mmaction - INFO - Epoch [79][1780/3134] lr: 0.00100, eta: 10:53:25, time: 0.576, data_time: 0.000, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7781, loss_cls: 1.9646, loss: 1.9646 2020-06-18 11:05:46,599 - mmaction - INFO - Epoch [79][1800/3134] lr: 0.00100, eta: 10:53:13, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7656, loss_cls: 2.0924, loss: 2.0924 2020-06-18 11:05:58,317 - mmaction - INFO - Epoch [79][1820/3134] lr: 0.00100, eta: 10:53:01, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7844, loss_cls: 1.8750, loss: 1.8750 2020-06-18 11:06:09,893 - mmaction - INFO - Epoch [79][1840/3134] lr: 0.00100, eta: 10:52:49, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7688, loss_cls: 2.1111, loss: 2.1111 2020-06-18 11:06:21,568 - mmaction - INFO - Epoch [79][1860/3134] lr: 0.00100, eta: 10:52:38, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5531, top5_acc: 0.8031, loss_cls: 1.9166, loss: 1.9166 2020-06-18 11:06:33,265 - mmaction - INFO - Epoch [79][1880/3134] lr: 0.00100, eta: 10:52:26, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7438, loss_cls: 2.2755, loss: 2.2755 2020-06-18 11:06:44,941 - mmaction - INFO - Epoch [79][1900/3134] lr: 0.00100, eta: 10:52:14, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7406, loss_cls: 2.1758, loss: 2.1758 2020-06-18 11:06:56,564 - mmaction - INFO - Epoch [79][1920/3134] lr: 0.00100, eta: 10:52:03, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7531, loss_cls: 2.1978, loss: 2.1978 2020-06-18 11:07:08,128 - mmaction - INFO - Epoch [79][1940/3134] lr: 0.00100, eta: 10:51:51, time: 0.577, data_time: 0.000, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7312, loss_cls: 2.1747, loss: 2.1747 2020-06-18 11:07:19,774 - mmaction - INFO - Epoch [79][1960/3134] lr: 0.00100, eta: 10:51:39, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7312, loss_cls: 2.2137, loss: 2.2137 2020-06-18 11:07:31,419 - mmaction - INFO - Epoch [79][1980/3134] lr: 0.00100, eta: 10:51:28, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7500, loss_cls: 2.0409, loss: 2.0409 2020-06-18 11:07:43,058 - mmaction - INFO - Epoch [79][2000/3134] lr: 0.00100, eta: 10:51:16, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4375, top5_acc: 0.7500, loss_cls: 2.2417, loss: 2.2417 2020-06-18 11:07:54,668 - mmaction - INFO - Epoch [79][2020/3134] lr: 0.00100, eta: 10:51:04, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7969, loss_cls: 1.9636, loss: 1.9636 2020-06-18 11:08:06,263 - mmaction - INFO - Epoch [79][2040/3134] lr: 0.00100, eta: 10:50:53, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7188, loss_cls: 2.2037, loss: 2.2037 2020-06-18 11:08:17,948 - mmaction - INFO - Epoch [79][2060/3134] lr: 0.00100, eta: 10:50:41, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7688, loss_cls: 2.1191, loss: 2.1191 2020-06-18 11:08:29,596 - mmaction - INFO - Epoch [79][2080/3134] lr: 0.00100, eta: 10:50:29, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7469, loss_cls: 2.1021, loss: 2.1021 2020-06-18 11:08:41,398 - mmaction - INFO - Epoch [79][2100/3134] lr: 0.00100, eta: 10:50:18, time: 0.590, data_time: 0.013, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7781, loss_cls: 2.0083, loss: 2.0083 2020-06-18 11:08:53,001 - mmaction - INFO - Epoch [79][2120/3134] lr: 0.00100, eta: 10:50:06, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4531, top5_acc: 0.7156, loss_cls: 2.3963, loss: 2.3963 2020-06-18 11:09:04,654 - mmaction - INFO - Epoch [79][2140/3134] lr: 0.00100, eta: 10:49:54, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7844, loss_cls: 2.0854, loss: 2.0854 2020-06-18 11:09:16,251 - mmaction - INFO - Epoch [79][2160/3134] lr: 0.00100, eta: 10:49:43, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7625, loss_cls: 2.0962, loss: 2.0962 2020-06-18 11:09:27,926 - mmaction - INFO - Epoch [79][2180/3134] lr: 0.00100, eta: 10:49:31, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7219, loss_cls: 2.2613, loss: 2.2613 2020-06-18 11:09:39,553 - mmaction - INFO - Epoch [79][2200/3134] lr: 0.00100, eta: 10:49:19, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7594, loss_cls: 2.0697, loss: 2.0697 2020-06-18 11:09:51,366 - mmaction - INFO - Epoch [79][2220/3134] lr: 0.00100, eta: 10:49:08, time: 0.588, data_time: 0.002, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7312, loss_cls: 2.0522, loss: 2.0522 2020-06-18 11:10:03,062 - mmaction - INFO - Epoch [79][2240/3134] lr: 0.00100, eta: 10:48:56, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7594, loss_cls: 2.0117, loss: 2.0117 2020-06-18 11:10:14,695 - mmaction - INFO - Epoch [79][2260/3134] lr: 0.00100, eta: 10:48:44, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7188, loss_cls: 2.2025, loss: 2.2025 2020-06-18 11:10:26,315 - mmaction - INFO - Epoch [79][2280/3134] lr: 0.00100, eta: 10:48:33, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5219, top5_acc: 0.8187, loss_cls: 1.9954, loss: 1.9954 2020-06-18 11:10:37,929 - mmaction - INFO - Epoch [79][2300/3134] lr: 0.00100, eta: 10:48:21, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7156, loss_cls: 2.2879, loss: 2.2879 2020-06-18 11:10:49,876 - mmaction - INFO - Epoch [79][2320/3134] lr: 0.00100, eta: 10:48:09, time: 0.598, data_time: 0.020, memory: 8339, top1_acc: 0.5719, top5_acc: 0.7937, loss_cls: 1.8797, loss: 1.8797 2020-06-18 11:11:01,498 - mmaction - INFO - Epoch [79][2340/3134] lr: 0.00100, eta: 10:47:58, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7562, loss_cls: 2.0589, loss: 2.0589 2020-06-18 11:11:13,165 - mmaction - INFO - Epoch [79][2360/3134] lr: 0.00100, eta: 10:47:46, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7781, loss_cls: 2.0151, loss: 2.0151 2020-06-18 11:11:24,784 - mmaction - INFO - Epoch [79][2380/3134] lr: 0.00100, eta: 10:47:34, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5469, top5_acc: 0.8219, loss_cls: 1.8326, loss: 1.8326 2020-06-18 11:11:36,391 - mmaction - INFO - Epoch [79][2400/3134] lr: 0.00100, eta: 10:47:23, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7750, loss_cls: 2.0829, loss: 2.0829 2020-06-18 11:11:48,487 - mmaction - INFO - Epoch [79][2420/3134] lr: 0.00100, eta: 10:47:11, time: 0.604, data_time: 0.025, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7406, loss_cls: 2.1084, loss: 2.1084 2020-06-18 11:12:00,086 - mmaction - INFO - Epoch [79][2440/3134] lr: 0.00100, eta: 10:46:59, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7562, loss_cls: 2.1172, loss: 2.1172 2020-06-18 11:12:11,731 - mmaction - INFO - Epoch [79][2460/3134] lr: 0.00100, eta: 10:46:48, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7219, loss_cls: 2.3041, loss: 2.3041 2020-06-18 11:12:23,347 - mmaction - INFO - Epoch [79][2480/3134] lr: 0.00100, eta: 10:46:36, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7688, loss_cls: 2.0265, loss: 2.0265 2020-06-18 11:12:34,946 - mmaction - INFO - Epoch [79][2500/3134] lr: 0.00100, eta: 10:46:24, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7469, loss_cls: 2.0946, loss: 2.0946 2020-06-18 11:12:46,683 - mmaction - INFO - Epoch [79][2520/3134] lr: 0.00100, eta: 10:46:13, time: 0.588, data_time: 0.002, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7562, loss_cls: 2.0153, loss: 2.0153 2020-06-18 11:12:58,404 - mmaction - INFO - Epoch [79][2540/3134] lr: 0.00100, eta: 10:46:01, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7625, loss_cls: 2.2062, loss: 2.2062 2020-06-18 11:13:09,982 - mmaction - INFO - Epoch [79][2560/3134] lr: 0.00100, eta: 10:45:49, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7469, loss_cls: 2.1543, loss: 2.1543 2020-06-18 11:13:21,573 - mmaction - INFO - Epoch [79][2580/3134] lr: 0.00100, eta: 10:45:37, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7625, loss_cls: 2.1372, loss: 2.1372 2020-06-18 11:13:33,183 - mmaction - INFO - Epoch [79][2600/3134] lr: 0.00100, eta: 10:45:26, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7469, loss_cls: 2.0831, loss: 2.0831 2020-06-18 11:13:44,809 - mmaction - INFO - Epoch [79][2620/3134] lr: 0.00100, eta: 10:45:14, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7469, loss_cls: 2.0561, loss: 2.0561 2020-06-18 11:13:56,390 - mmaction - INFO - Epoch [79][2640/3134] lr: 0.00100, eta: 10:45:02, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7719, loss_cls: 2.0941, loss: 2.0941 2020-06-18 11:14:08,077 - mmaction - INFO - Epoch [79][2660/3134] lr: 0.00100, eta: 10:44:51, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7906, loss_cls: 1.9451, loss: 1.9451 2020-06-18 11:14:19,739 - mmaction - INFO - Epoch [79][2680/3134] lr: 0.00100, eta: 10:44:39, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7937, loss_cls: 1.8899, loss: 1.8899 2020-06-18 11:14:31,404 - mmaction - INFO - Epoch [79][2700/3134] lr: 0.00100, eta: 10:44:27, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7438, loss_cls: 2.1626, loss: 2.1626 2020-06-18 11:14:43,089 - mmaction - INFO - Epoch [79][2720/3134] lr: 0.00100, eta: 10:44:16, time: 0.584, data_time: 0.006, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7344, loss_cls: 2.1715, loss: 2.1715 2020-06-18 11:14:54,688 - mmaction - INFO - Epoch [79][2740/3134] lr: 0.00100, eta: 10:44:04, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7375, loss_cls: 2.1177, loss: 2.1177 2020-06-18 11:15:06,362 - mmaction - INFO - Epoch [79][2760/3134] lr: 0.00100, eta: 10:43:52, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7406, loss_cls: 2.1541, loss: 2.1541 2020-06-18 11:15:18,182 - mmaction - INFO - Epoch [79][2780/3134] lr: 0.00100, eta: 10:43:41, time: 0.590, data_time: 0.014, memory: 8339, top1_acc: 0.5500, top5_acc: 0.8063, loss_cls: 1.7824, loss: 1.7824 2020-06-18 11:15:30,453 - mmaction - INFO - Epoch [79][2800/3134] lr: 0.00100, eta: 10:43:29, time: 0.612, data_time: 0.029, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7625, loss_cls: 2.0479, loss: 2.0479 2020-06-18 11:15:42,063 - mmaction - INFO - Epoch [79][2820/3134] lr: 0.00100, eta: 10:43:18, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7812, loss_cls: 1.9552, loss: 1.9552 2020-06-18 11:15:53,661 - mmaction - INFO - Epoch [79][2840/3134] lr: 0.00100, eta: 10:43:06, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7875, loss_cls: 2.1029, loss: 2.1029 2020-06-18 11:16:05,257 - mmaction - INFO - Epoch [79][2860/3134] lr: 0.00100, eta: 10:42:54, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7375, loss_cls: 2.1747, loss: 2.1747 2020-06-18 11:16:16,994 - mmaction - INFO - Epoch [79][2880/3134] lr: 0.00100, eta: 10:42:42, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7469, loss_cls: 2.1803, loss: 2.1803 2020-06-18 11:16:28,624 - mmaction - INFO - Epoch [79][2900/3134] lr: 0.00100, eta: 10:42:31, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7469, loss_cls: 2.2902, loss: 2.2902 2020-06-18 11:16:40,239 - mmaction - INFO - Epoch [79][2920/3134] lr: 0.00100, eta: 10:42:19, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7344, loss_cls: 2.2194, loss: 2.2194 2020-06-18 11:16:51,896 - mmaction - INFO - Epoch [79][2940/3134] lr: 0.00100, eta: 10:42:07, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4406, top5_acc: 0.7219, loss_cls: 2.2982, loss: 2.2982 2020-06-18 11:17:03,434 - mmaction - INFO - Epoch [79][2960/3134] lr: 0.00100, eta: 10:41:56, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7438, loss_cls: 2.0042, loss: 2.0042 2020-06-18 11:17:15,086 - mmaction - INFO - Epoch [79][2980/3134] lr: 0.00100, eta: 10:41:44, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7781, loss_cls: 2.0494, loss: 2.0494 2020-06-18 11:17:26,745 - mmaction - INFO - Epoch [79][3000/3134] lr: 0.00100, eta: 10:41:32, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7781, loss_cls: 1.9984, loss: 1.9984 2020-06-18 11:17:38,374 - mmaction - INFO - Epoch [79][3020/3134] lr: 0.00100, eta: 10:41:21, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7688, loss_cls: 2.1703, loss: 2.1703 2020-06-18 11:17:50,047 - mmaction - INFO - Epoch [79][3040/3134] lr: 0.00100, eta: 10:41:09, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 2.1053, loss: 2.1053 2020-06-18 11:18:01,710 - mmaction - INFO - Epoch [79][3060/3134] lr: 0.00100, eta: 10:40:57, time: 0.584, data_time: 0.005, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7625, loss_cls: 2.1962, loss: 2.1962 2020-06-18 11:18:13,280 - mmaction - INFO - Epoch [79][3080/3134] lr: 0.00100, eta: 10:40:46, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7531, loss_cls: 2.1581, loss: 2.1581 2020-06-18 11:18:24,961 - mmaction - INFO - Epoch [79][3100/3134] lr: 0.00100, eta: 10:40:34, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7500, loss_cls: 2.1285, loss: 2.1285 2020-06-18 11:18:36,782 - mmaction - INFO - Epoch [79][3120/3134] lr: 0.00100, eta: 10:40:22, time: 0.592, data_time: 0.014, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7656, loss_cls: 1.9834, loss: 1.9834 2020-06-18 11:19:19,228 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-18 11:19:20,527 - mmaction - INFO - top1_acc 0.2767 top5_acc 0.5266 2020-06-18 11:19:20,554 - mmaction - INFO - Epoch [79][3134/3134] lr: 0.00100, top1_acc: 0.2767, top5_acc: 0.5266 2020-06-18 11:19:35,489 - mmaction - INFO - Epoch [80][20/3134] lr: 0.00100, eta: 10:40:01, time: 0.745, data_time: 0.164, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7875, loss_cls: 1.9229, loss: 1.9229 2020-06-18 11:19:47,191 - mmaction - INFO - Epoch [80][40/3134] lr: 0.00100, eta: 10:39:49, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7750, loss_cls: 2.0956, loss: 2.0956 2020-06-18 11:19:58,796 - mmaction - INFO - Epoch [80][60/3134] lr: 0.00100, eta: 10:39:38, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7531, loss_cls: 2.0577, loss: 2.0577 2020-06-18 11:20:10,430 - mmaction - INFO - Epoch [80][80/3134] lr: 0.00100, eta: 10:39:26, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7656, loss_cls: 2.1235, loss: 2.1235 2020-06-18 11:20:22,095 - mmaction - INFO - Epoch [80][100/3134] lr: 0.00100, eta: 10:39:14, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7562, loss_cls: 2.0648, loss: 2.0648 2020-06-18 11:20:33,728 - mmaction - INFO - Epoch [80][120/3134] lr: 0.00100, eta: 10:39:03, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7344, loss_cls: 2.1580, loss: 2.1580 2020-06-18 11:20:45,360 - mmaction - INFO - Epoch [80][140/3134] lr: 0.00100, eta: 10:38:51, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7656, loss_cls: 2.0850, loss: 2.0850 2020-06-18 11:20:57,011 - mmaction - INFO - Epoch [80][160/3134] lr: 0.00100, eta: 10:38:39, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7625, loss_cls: 2.1250, loss: 2.1250 2020-06-18 11:21:09,066 - mmaction - INFO - Epoch [80][180/3134] lr: 0.00100, eta: 10:38:28, time: 0.602, data_time: 0.024, memory: 8339, top1_acc: 0.5500, top5_acc: 0.8094, loss_cls: 1.8327, loss: 1.8327 2020-06-18 11:21:20,714 - mmaction - INFO - Epoch [80][200/3134] lr: 0.00100, eta: 10:38:16, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7469, loss_cls: 2.0920, loss: 2.0920 2020-06-18 11:21:32,351 - mmaction - INFO - Epoch [80][220/3134] lr: 0.00100, eta: 10:38:04, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7781, loss_cls: 1.9691, loss: 1.9691 2020-06-18 11:21:43,929 - mmaction - INFO - Epoch [80][240/3134] lr: 0.00100, eta: 10:37:53, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7812, loss_cls: 2.0511, loss: 2.0511 2020-06-18 11:21:55,627 - mmaction - INFO - Epoch [80][260/3134] lr: 0.00100, eta: 10:37:41, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7500, loss_cls: 2.0465, loss: 2.0465 2020-06-18 11:22:07,267 - mmaction - INFO - Epoch [80][280/3134] lr: 0.00100, eta: 10:37:29, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.8250, loss_cls: 1.8684, loss: 1.8684 2020-06-18 11:22:18,892 - mmaction - INFO - Epoch [80][300/3134] lr: 0.00100, eta: 10:37:18, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7844, loss_cls: 2.0236, loss: 2.0236 2020-06-18 11:22:30,510 - mmaction - INFO - Epoch [80][320/3134] lr: 0.00100, eta: 10:37:06, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7219, loss_cls: 2.1224, loss: 2.1224 2020-06-18 11:22:42,195 - mmaction - INFO - Epoch [80][340/3134] lr: 0.00100, eta: 10:36:54, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7969, loss_cls: 2.0622, loss: 2.0622 2020-06-18 11:22:53,867 - mmaction - INFO - Epoch [80][360/3134] lr: 0.00100, eta: 10:36:43, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7531, loss_cls: 2.1480, loss: 2.1480 2020-06-18 11:23:05,537 - mmaction - INFO - Epoch [80][380/3134] lr: 0.00100, eta: 10:36:31, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7562, loss_cls: 2.1130, loss: 2.1130 2020-06-18 11:23:17,368 - mmaction - INFO - Epoch [80][400/3134] lr: 0.00100, eta: 10:36:19, time: 0.590, data_time: 0.001, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7188, loss_cls: 2.3165, loss: 2.3165 2020-06-18 11:23:29,003 - mmaction - INFO - Epoch [80][420/3134] lr: 0.00100, eta: 10:36:08, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7656, loss_cls: 2.0453, loss: 2.0453 2020-06-18 11:23:40,644 - mmaction - INFO - Epoch [80][440/3134] lr: 0.00100, eta: 10:35:56, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7562, loss_cls: 2.1641, loss: 2.1641 2020-06-18 11:23:52,250 - mmaction - INFO - Epoch [80][460/3134] lr: 0.00100, eta: 10:35:44, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7156, loss_cls: 2.2003, loss: 2.2003 2020-06-18 11:24:03,873 - mmaction - INFO - Epoch [80][480/3134] lr: 0.00100, eta: 10:35:33, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7875, loss_cls: 1.9173, loss: 1.9173 2020-06-18 11:24:15,548 - mmaction - INFO - Epoch [80][500/3134] lr: 0.00100, eta: 10:35:21, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7656, loss_cls: 2.1182, loss: 2.1182 2020-06-18 11:24:27,927 - mmaction - INFO - Epoch [80][520/3134] lr: 0.00100, eta: 10:35:09, time: 0.619, data_time: 0.038, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7750, loss_cls: 1.9358, loss: 1.9358 2020-06-18 11:24:39,676 - mmaction - INFO - Epoch [80][540/3134] lr: 0.00100, eta: 10:34:58, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7500, loss_cls: 2.0875, loss: 2.0875 2020-06-18 11:24:51,374 - mmaction - INFO - Epoch [80][560/3134] lr: 0.00100, eta: 10:34:46, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7438, loss_cls: 2.0652, loss: 2.0652 2020-06-18 11:25:03,120 - mmaction - INFO - Epoch [80][580/3134] lr: 0.00100, eta: 10:34:35, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7750, loss_cls: 1.9954, loss: 1.9954 2020-06-18 11:25:14,686 - mmaction - INFO - Epoch [80][600/3134] lr: 0.00100, eta: 10:34:23, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7781, loss_cls: 2.0446, loss: 2.0446 2020-06-18 11:25:26,377 - mmaction - INFO - Epoch [80][620/3134] lr: 0.00100, eta: 10:34:11, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7469, loss_cls: 2.1087, loss: 2.1087 2020-06-18 11:25:38,022 - mmaction - INFO - Epoch [80][640/3134] lr: 0.00100, eta: 10:33:59, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7781, loss_cls: 2.1184, loss: 2.1184 2020-06-18 11:25:49,650 - mmaction - INFO - Epoch [80][660/3134] lr: 0.00100, eta: 10:33:48, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7969, loss_cls: 1.8798, loss: 1.8798 2020-06-18 11:26:01,269 - mmaction - INFO - Epoch [80][680/3134] lr: 0.00100, eta: 10:33:36, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7656, loss_cls: 2.0686, loss: 2.0686 2020-06-18 11:26:12,860 - mmaction - INFO - Epoch [80][700/3134] lr: 0.00100, eta: 10:33:24, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7750, loss_cls: 1.9249, loss: 1.9249 2020-06-18 11:26:24,514 - mmaction - INFO - Epoch [80][720/3134] lr: 0.00100, eta: 10:33:13, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7656, loss_cls: 2.1105, loss: 2.1105 2020-06-18 11:26:36,231 - mmaction - INFO - Epoch [80][740/3134] lr: 0.00100, eta: 10:33:01, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7906, loss_cls: 1.9978, loss: 1.9978 2020-06-18 11:26:48,024 - mmaction - INFO - Epoch [80][760/3134] lr: 0.00100, eta: 10:32:49, time: 0.592, data_time: 0.013, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7875, loss_cls: 1.8811, loss: 1.8811 2020-06-18 11:27:00,141 - mmaction - INFO - Epoch [80][780/3134] lr: 0.00100, eta: 10:32:38, time: 0.606, data_time: 0.030, memory: 8339, top1_acc: 0.5750, top5_acc: 0.7937, loss_cls: 1.8963, loss: 1.8963 2020-06-18 11:27:11,809 - mmaction - INFO - Epoch [80][800/3134] lr: 0.00100, eta: 10:32:26, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7875, loss_cls: 1.9591, loss: 1.9591 2020-06-18 11:27:23,471 - mmaction - INFO - Epoch [80][820/3134] lr: 0.00100, eta: 10:32:14, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7406, loss_cls: 2.2472, loss: 2.2472 2020-06-18 11:27:35,161 - mmaction - INFO - Epoch [80][840/3134] lr: 0.00100, eta: 10:32:03, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7156, loss_cls: 2.2381, loss: 2.2381 2020-06-18 11:27:46,743 - mmaction - INFO - Epoch [80][860/3134] lr: 0.00100, eta: 10:31:51, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7469, loss_cls: 2.0947, loss: 2.0947 2020-06-18 11:27:58,387 - mmaction - INFO - Epoch [80][880/3134] lr: 0.00100, eta: 10:31:39, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5969, top5_acc: 0.8094, loss_cls: 1.7097, loss: 1.7097 2020-06-18 11:28:09,999 - mmaction - INFO - Epoch [80][900/3134] lr: 0.00100, eta: 10:31:28, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5531, top5_acc: 0.8063, loss_cls: 1.8519, loss: 1.8519 2020-06-18 11:28:21,700 - mmaction - INFO - Epoch [80][920/3134] lr: 0.00100, eta: 10:31:16, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7750, loss_cls: 2.0710, loss: 2.0710 2020-06-18 11:28:33,359 - mmaction - INFO - Epoch [80][940/3134] lr: 0.00100, eta: 10:31:04, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7781, loss_cls: 2.0466, loss: 2.0466 2020-06-18 11:28:44,997 - mmaction - INFO - Epoch [80][960/3134] lr: 0.00100, eta: 10:30:53, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7844, loss_cls: 2.0481, loss: 2.0481 2020-06-18 11:28:56,643 - mmaction - INFO - Epoch [80][980/3134] lr: 0.00100, eta: 10:30:41, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7406, loss_cls: 2.1870, loss: 2.1870 2020-06-18 11:29:08,347 - mmaction - INFO - Epoch [80][1000/3134] lr: 0.00100, eta: 10:30:29, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7750, loss_cls: 1.9493, loss: 1.9493 2020-06-18 11:29:20,032 - mmaction - INFO - Epoch [80][1020/3134] lr: 0.00100, eta: 10:30:18, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7688, loss_cls: 1.9739, loss: 1.9739 2020-06-18 11:29:31,682 - mmaction - INFO - Epoch [80][1040/3134] lr: 0.00100, eta: 10:30:06, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7750, loss_cls: 2.1792, loss: 2.1792 2020-06-18 11:29:43,386 - mmaction - INFO - Epoch [80][1060/3134] lr: 0.00100, eta: 10:29:54, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7688, loss_cls: 2.1371, loss: 2.1371 2020-06-18 11:29:55,060 - mmaction - INFO - Epoch [80][1080/3134] lr: 0.00100, eta: 10:29:43, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7625, loss_cls: 2.0386, loss: 2.0386 2020-06-18 11:30:06,728 - mmaction - INFO - Epoch [80][1100/3134] lr: 0.00100, eta: 10:29:31, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7562, loss_cls: 2.1252, loss: 2.1252 2020-06-18 11:30:18,387 - mmaction - INFO - Epoch [80][1120/3134] lr: 0.00100, eta: 10:29:19, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7750, loss_cls: 2.0128, loss: 2.0128 2020-06-18 11:30:30,023 - mmaction - INFO - Epoch [80][1140/3134] lr: 0.00100, eta: 10:29:08, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7656, loss_cls: 2.1456, loss: 2.1456 2020-06-18 11:30:41,667 - mmaction - INFO - Epoch [80][1160/3134] lr: 0.00100, eta: 10:28:56, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 2.0225, loss: 2.0225 2020-06-18 11:30:53,310 - mmaction - INFO - Epoch [80][1180/3134] lr: 0.00100, eta: 10:28:44, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7281, loss_cls: 2.1386, loss: 2.1386 2020-06-18 11:31:04,927 - mmaction - INFO - Epoch [80][1200/3134] lr: 0.00100, eta: 10:28:33, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7125, loss_cls: 2.2862, loss: 2.2862 2020-06-18 11:31:16,607 - mmaction - INFO - Epoch [80][1220/3134] lr: 0.00100, eta: 10:28:21, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7844, loss_cls: 1.9848, loss: 1.9848 2020-06-18 11:31:28,177 - mmaction - INFO - Epoch [80][1240/3134] lr: 0.00100, eta: 10:28:09, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7594, loss_cls: 2.1988, loss: 2.1988 2020-06-18 11:31:39,837 - mmaction - INFO - Epoch [80][1260/3134] lr: 0.00100, eta: 10:27:58, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7844, loss_cls: 2.0302, loss: 2.0302 2020-06-18 11:31:51,462 - mmaction - INFO - Epoch [80][1280/3134] lr: 0.00100, eta: 10:27:46, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7469, loss_cls: 2.1465, loss: 2.1465 2020-06-18 11:32:03,093 - mmaction - INFO - Epoch [80][1300/3134] lr: 0.00100, eta: 10:27:34, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7719, loss_cls: 1.9991, loss: 1.9991 2020-06-18 11:32:15,068 - mmaction - INFO - Epoch [80][1320/3134] lr: 0.00100, eta: 10:27:23, time: 0.598, data_time: 0.019, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7906, loss_cls: 2.0690, loss: 2.0690 2020-06-18 11:32:26,759 - mmaction - INFO - Epoch [80][1340/3134] lr: 0.00100, eta: 10:27:11, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7344, loss_cls: 2.1266, loss: 2.1266 2020-06-18 11:32:38,426 - mmaction - INFO - Epoch [80][1360/3134] lr: 0.00100, eta: 10:26:59, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7406, loss_cls: 2.0791, loss: 2.0791 2020-06-18 11:32:50,116 - mmaction - INFO - Epoch [80][1380/3134] lr: 0.00100, eta: 10:26:48, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7312, loss_cls: 2.1475, loss: 2.1475 2020-06-18 11:33:01,768 - mmaction - INFO - Epoch [80][1400/3134] lr: 0.00100, eta: 10:26:36, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7219, loss_cls: 2.1785, loss: 2.1785 2020-06-18 11:33:14,036 - mmaction - INFO - Epoch [80][1420/3134] lr: 0.00100, eta: 10:26:24, time: 0.613, data_time: 0.036, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7719, loss_cls: 2.0144, loss: 2.0144 2020-06-18 11:33:25,705 - mmaction - INFO - Epoch [80][1440/3134] lr: 0.00100, eta: 10:26:13, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7625, loss_cls: 2.1045, loss: 2.1045 2020-06-18 11:33:37,387 - mmaction - INFO - Epoch [80][1460/3134] lr: 0.00100, eta: 10:26:01, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7281, loss_cls: 2.2044, loss: 2.2044 2020-06-18 11:33:49,021 - mmaction - INFO - Epoch [80][1480/3134] lr: 0.00100, eta: 10:25:49, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5250, top5_acc: 0.8187, loss_cls: 1.9818, loss: 1.9818 2020-06-18 11:34:01,648 - mmaction - INFO - Epoch [80][1500/3134] lr: 0.00100, eta: 10:25:38, time: 0.630, data_time: 0.053, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7281, loss_cls: 2.2267, loss: 2.2267 2020-06-18 11:34:13,293 - mmaction - INFO - Epoch [80][1520/3134] lr: 0.00100, eta: 10:25:26, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7844, loss_cls: 1.9975, loss: 1.9975 2020-06-18 11:34:25,008 - mmaction - INFO - Epoch [80][1540/3134] lr: 0.00100, eta: 10:25:15, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7812, loss_cls: 1.8982, loss: 1.8982 2020-06-18 11:34:36,611 - mmaction - INFO - Epoch [80][1560/3134] lr: 0.00100, eta: 10:25:03, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7438, loss_cls: 2.0592, loss: 2.0592 2020-06-18 11:34:48,231 - mmaction - INFO - Epoch [80][1580/3134] lr: 0.00100, eta: 10:24:51, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7937, loss_cls: 1.8897, loss: 1.8897 2020-06-18 11:34:59,920 - mmaction - INFO - Epoch [80][1600/3134] lr: 0.00100, eta: 10:24:40, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7906, loss_cls: 1.9773, loss: 1.9773 2020-06-18 11:35:14,264 - mmaction - INFO - Epoch [80][1620/3134] lr: 0.00100, eta: 10:24:29, time: 0.717, data_time: 0.137, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7812, loss_cls: 2.1076, loss: 2.1076 2020-06-18 11:35:27,434 - mmaction - INFO - Epoch [80][1640/3134] lr: 0.00100, eta: 10:24:17, time: 0.660, data_time: 0.083, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7844, loss_cls: 1.9760, loss: 1.9760 2020-06-18 11:35:39,001 - mmaction - INFO - Epoch [80][1660/3134] lr: 0.00100, eta: 10:24:06, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7531, loss_cls: 2.0677, loss: 2.0677 2020-06-18 11:35:50,622 - mmaction - INFO - Epoch [80][1680/3134] lr: 0.00100, eta: 10:23:54, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.8000, loss_cls: 2.0286, loss: 2.0286 2020-06-18 11:36:02,293 - mmaction - INFO - Epoch [80][1700/3134] lr: 0.00100, eta: 10:23:42, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.5312, top5_acc: 0.8156, loss_cls: 1.9162, loss: 1.9162 2020-06-18 11:36:17,705 - mmaction - INFO - Epoch [80][1720/3134] lr: 0.00100, eta: 10:23:31, time: 0.770, data_time: 0.192, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7594, loss_cls: 2.1568, loss: 2.1568 2020-06-18 11:36:31,602 - mmaction - INFO - Epoch [80][1740/3134] lr: 0.00100, eta: 10:23:20, time: 0.695, data_time: 0.115, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7656, loss_cls: 2.0050, loss: 2.0050 2020-06-18 11:36:43,262 - mmaction - INFO - Epoch [80][1760/3134] lr: 0.00100, eta: 10:23:09, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5344, top5_acc: 0.8125, loss_cls: 1.9113, loss: 1.9113 2020-06-18 11:36:54,863 - mmaction - INFO - Epoch [80][1780/3134] lr: 0.00100, eta: 10:22:57, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7562, loss_cls: 2.0675, loss: 2.0675 2020-06-18 11:37:06,485 - mmaction - INFO - Epoch [80][1800/3134] lr: 0.00100, eta: 10:22:45, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7625, loss_cls: 2.1571, loss: 2.1571 2020-06-18 11:37:18,171 - mmaction - INFO - Epoch [80][1820/3134] lr: 0.00100, eta: 10:22:34, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7469, loss_cls: 2.0766, loss: 2.0766 2020-06-18 11:37:29,852 - mmaction - INFO - Epoch [80][1840/3134] lr: 0.00100, eta: 10:22:22, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.6937, loss_cls: 2.3156, loss: 2.3156 2020-06-18 11:37:41,461 - mmaction - INFO - Epoch [80][1860/3134] lr: 0.00100, eta: 10:22:10, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7625, loss_cls: 2.0395, loss: 2.0395 2020-06-18 11:37:53,093 - mmaction - INFO - Epoch [80][1880/3134] lr: 0.00100, eta: 10:21:59, time: 0.582, data_time: 0.000, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7469, loss_cls: 2.1061, loss: 2.1061 2020-06-18 11:38:04,828 - mmaction - INFO - Epoch [80][1900/3134] lr: 0.00100, eta: 10:21:47, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7344, loss_cls: 2.1610, loss: 2.1610 2020-06-18 11:38:17,619 - mmaction - INFO - Epoch [80][1920/3134] lr: 0.00100, eta: 10:21:36, time: 0.641, data_time: 0.064, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7344, loss_cls: 2.0656, loss: 2.0656 2020-06-18 11:38:29,221 - mmaction - INFO - Epoch [80][1940/3134] lr: 0.00100, eta: 10:21:24, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7500, loss_cls: 1.9304, loss: 1.9304 2020-06-18 11:38:40,888 - mmaction - INFO - Epoch [80][1960/3134] lr: 0.00100, eta: 10:21:12, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5563, top5_acc: 0.8187, loss_cls: 1.7697, loss: 1.7697 2020-06-18 11:38:53,373 - mmaction - INFO - Epoch [80][1980/3134] lr: 0.00100, eta: 10:21:01, time: 0.625, data_time: 0.042, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7312, loss_cls: 2.2190, loss: 2.2190 2020-06-18 11:39:06,423 - mmaction - INFO - Epoch [80][2000/3134] lr: 0.00100, eta: 10:20:49, time: 0.654, data_time: 0.077, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7594, loss_cls: 2.0750, loss: 2.0750 2020-06-18 11:39:18,102 - mmaction - INFO - Epoch [80][2020/3134] lr: 0.00100, eta: 10:20:38, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7875, loss_cls: 2.0507, loss: 2.0507 2020-06-18 11:39:29,815 - mmaction - INFO - Epoch [80][2040/3134] lr: 0.00100, eta: 10:20:26, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7469, loss_cls: 2.2337, loss: 2.2337 2020-06-18 11:39:41,453 - mmaction - INFO - Epoch [80][2060/3134] lr: 0.00100, eta: 10:20:14, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7375, loss_cls: 2.0731, loss: 2.0731 2020-06-18 11:39:53,103 - mmaction - INFO - Epoch [80][2080/3134] lr: 0.00100, eta: 10:20:03, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7562, loss_cls: 1.9983, loss: 1.9983 2020-06-18 11:40:04,758 - mmaction - INFO - Epoch [80][2100/3134] lr: 0.00100, eta: 10:19:51, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7906, loss_cls: 1.9455, loss: 1.9455 2020-06-18 11:40:16,458 - mmaction - INFO - Epoch [80][2120/3134] lr: 0.00100, eta: 10:19:39, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7531, loss_cls: 2.0909, loss: 2.0909 2020-06-18 11:40:28,178 - mmaction - INFO - Epoch [80][2140/3134] lr: 0.00100, eta: 10:19:28, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7656, loss_cls: 2.0998, loss: 2.0998 2020-06-18 11:40:39,873 - mmaction - INFO - Epoch [80][2160/3134] lr: 0.00100, eta: 10:19:16, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7312, loss_cls: 2.2524, loss: 2.2524 2020-06-18 11:40:51,786 - mmaction - INFO - Epoch [80][2180/3134] lr: 0.00100, eta: 10:19:04, time: 0.598, data_time: 0.022, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7594, loss_cls: 2.0805, loss: 2.0805 2020-06-18 11:41:03,367 - mmaction - INFO - Epoch [80][2200/3134] lr: 0.00100, eta: 10:18:53, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7719, loss_cls: 2.1369, loss: 2.1369 2020-06-18 11:41:14,982 - mmaction - INFO - Epoch [80][2220/3134] lr: 0.00100, eta: 10:18:41, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7562, loss_cls: 2.0774, loss: 2.0774 2020-06-18 11:41:26,625 - mmaction - INFO - Epoch [80][2240/3134] lr: 0.00100, eta: 10:18:29, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7469, loss_cls: 2.1127, loss: 2.1127 2020-06-18 11:41:38,240 - mmaction - INFO - Epoch [80][2260/3134] lr: 0.00100, eta: 10:18:18, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7750, loss_cls: 2.0482, loss: 2.0482 2020-06-18 11:41:49,826 - mmaction - INFO - Epoch [80][2280/3134] lr: 0.00100, eta: 10:18:06, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7656, loss_cls: 2.0872, loss: 2.0872 2020-06-18 11:42:01,472 - mmaction - INFO - Epoch [80][2300/3134] lr: 0.00100, eta: 10:17:54, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7875, loss_cls: 1.8734, loss: 1.8734 2020-06-18 11:42:13,076 - mmaction - INFO - Epoch [80][2320/3134] lr: 0.00100, eta: 10:17:43, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7781, loss_cls: 2.1020, loss: 2.1020 2020-06-18 11:42:24,763 - mmaction - INFO - Epoch [80][2340/3134] lr: 0.00100, eta: 10:17:31, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7688, loss_cls: 2.0218, loss: 2.0218 2020-06-18 11:42:36,400 - mmaction - INFO - Epoch [80][2360/3134] lr: 0.00100, eta: 10:17:19, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7188, loss_cls: 2.2133, loss: 2.2133 2020-06-18 11:42:48,081 - mmaction - INFO - Epoch [80][2380/3134] lr: 0.00100, eta: 10:17:08, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7781, loss_cls: 2.1140, loss: 2.1140 2020-06-18 11:42:59,730 - mmaction - INFO - Epoch [80][2400/3134] lr: 0.00100, eta: 10:16:56, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7562, loss_cls: 2.0035, loss: 2.0035 2020-06-18 11:43:11,378 - mmaction - INFO - Epoch [80][2420/3134] lr: 0.00100, eta: 10:16:44, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7719, loss_cls: 2.0907, loss: 2.0907 2020-06-18 11:43:23,016 - mmaction - INFO - Epoch [80][2440/3134] lr: 0.00100, eta: 10:16:32, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7875, loss_cls: 1.9854, loss: 1.9854 2020-06-18 11:43:34,720 - mmaction - INFO - Epoch [80][2460/3134] lr: 0.00100, eta: 10:16:21, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7688, loss_cls: 2.0488, loss: 2.0488 2020-06-18 11:43:46,462 - mmaction - INFO - Epoch [80][2480/3134] lr: 0.00100, eta: 10:16:09, time: 0.587, data_time: 0.010, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7438, loss_cls: 2.0211, loss: 2.0211 2020-06-18 11:43:58,051 - mmaction - INFO - Epoch [80][2500/3134] lr: 0.00100, eta: 10:15:57, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7406, loss_cls: 2.2893, loss: 2.2893 2020-06-18 11:44:09,603 - mmaction - INFO - Epoch [80][2520/3134] lr: 0.00100, eta: 10:15:46, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7406, loss_cls: 2.2477, loss: 2.2477 2020-06-18 11:44:21,241 - mmaction - INFO - Epoch [80][2540/3134] lr: 0.00100, eta: 10:15:34, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7781, loss_cls: 2.0768, loss: 2.0768 2020-06-18 11:44:32,822 - mmaction - INFO - Epoch [80][2560/3134] lr: 0.00100, eta: 10:15:22, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7781, loss_cls: 1.9241, loss: 1.9241 2020-06-18 11:44:44,509 - mmaction - INFO - Epoch [80][2580/3134] lr: 0.00100, eta: 10:15:11, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7469, loss_cls: 2.1337, loss: 2.1337 2020-06-18 11:44:56,179 - mmaction - INFO - Epoch [80][2600/3134] lr: 0.00100, eta: 10:14:59, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7469, loss_cls: 2.1949, loss: 2.1949 2020-06-18 11:45:07,807 - mmaction - INFO - Epoch [80][2620/3134] lr: 0.00100, eta: 10:14:47, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7531, loss_cls: 2.1126, loss: 2.1126 2020-06-18 11:45:19,437 - mmaction - INFO - Epoch [80][2640/3134] lr: 0.00100, eta: 10:14:36, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7688, loss_cls: 2.0401, loss: 2.0401 2020-06-18 11:45:31,053 - mmaction - INFO - Epoch [80][2660/3134] lr: 0.00100, eta: 10:14:24, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7156, loss_cls: 2.3201, loss: 2.3201 2020-06-18 11:45:42,673 - mmaction - INFO - Epoch [80][2680/3134] lr: 0.00100, eta: 10:14:12, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7406, loss_cls: 2.0976, loss: 2.0976 2020-06-18 11:45:55,711 - mmaction - INFO - Epoch [80][2700/3134] lr: 0.00100, eta: 10:14:01, time: 0.652, data_time: 0.074, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7594, loss_cls: 2.0852, loss: 2.0852 2020-06-18 11:46:07,320 - mmaction - INFO - Epoch [80][2720/3134] lr: 0.00100, eta: 10:13:49, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7906, loss_cls: 1.9597, loss: 1.9597 2020-06-18 11:46:19,018 - mmaction - INFO - Epoch [80][2740/3134] lr: 0.00100, eta: 10:13:38, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7906, loss_cls: 2.1463, loss: 2.1463 2020-06-18 11:46:30,626 - mmaction - INFO - Epoch [80][2760/3134] lr: 0.00100, eta: 10:13:26, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7875, loss_cls: 1.8571, loss: 1.8571 2020-06-18 11:46:42,322 - mmaction - INFO - Epoch [80][2780/3134] lr: 0.00100, eta: 10:13:14, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7469, loss_cls: 2.1695, loss: 2.1695 2020-06-18 11:46:53,980 - mmaction - INFO - Epoch [80][2800/3134] lr: 0.00100, eta: 10:13:03, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7344, loss_cls: 2.1854, loss: 2.1854 2020-06-18 11:47:05,881 - mmaction - INFO - Epoch [80][2820/3134] lr: 0.00100, eta: 10:12:51, time: 0.595, data_time: 0.019, memory: 8339, top1_acc: 0.4469, top5_acc: 0.7531, loss_cls: 2.1453, loss: 2.1453 2020-06-18 11:47:17,527 - mmaction - INFO - Epoch [80][2840/3134] lr: 0.00100, eta: 10:12:39, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7656, loss_cls: 2.0297, loss: 2.0297 2020-06-18 11:47:29,841 - mmaction - INFO - Epoch [80][2860/3134] lr: 0.00100, eta: 10:12:28, time: 0.616, data_time: 0.034, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7562, loss_cls: 1.9754, loss: 1.9754 2020-06-18 11:47:41,492 - mmaction - INFO - Epoch [80][2880/3134] lr: 0.00100, eta: 10:12:16, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7625, loss_cls: 2.1499, loss: 2.1499 2020-06-18 11:47:53,144 - mmaction - INFO - Epoch [80][2900/3134] lr: 0.00100, eta: 10:12:04, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4281, top5_acc: 0.7406, loss_cls: 2.2182, loss: 2.2182 2020-06-18 11:48:04,736 - mmaction - INFO - Epoch [80][2920/3134] lr: 0.00100, eta: 10:11:53, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7656, loss_cls: 2.0120, loss: 2.0120 2020-06-18 11:48:16,391 - mmaction - INFO - Epoch [80][2940/3134] lr: 0.00100, eta: 10:11:41, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7844, loss_cls: 1.9872, loss: 1.9872 2020-06-18 11:48:28,015 - mmaction - INFO - Epoch [80][2960/3134] lr: 0.00100, eta: 10:11:29, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7875, loss_cls: 1.9858, loss: 1.9858 2020-06-18 11:48:39,639 - mmaction - INFO - Epoch [80][2980/3134] lr: 0.00100, eta: 10:11:18, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7500, loss_cls: 2.1107, loss: 2.1107 2020-06-18 11:48:51,351 - mmaction - INFO - Epoch [80][3000/3134] lr: 0.00100, eta: 10:11:06, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7500, loss_cls: 2.0674, loss: 2.0674 2020-06-18 11:49:02,955 - mmaction - INFO - Epoch [80][3020/3134] lr: 0.00100, eta: 10:10:54, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7844, loss_cls: 1.9849, loss: 1.9849 2020-06-18 11:49:14,597 - mmaction - INFO - Epoch [80][3040/3134] lr: 0.00100, eta: 10:10:43, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7625, loss_cls: 2.2043, loss: 2.2043 2020-06-18 11:49:26,255 - mmaction - INFO - Epoch [80][3060/3134] lr: 0.00100, eta: 10:10:31, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7750, loss_cls: 2.1317, loss: 2.1317 2020-06-18 11:49:37,939 - mmaction - INFO - Epoch [80][3080/3134] lr: 0.00100, eta: 10:10:19, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7906, loss_cls: 1.8622, loss: 1.8622 2020-06-18 11:49:49,960 - mmaction - INFO - Epoch [80][3100/3134] lr: 0.00100, eta: 10:10:08, time: 0.601, data_time: 0.025, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7906, loss_cls: 2.0388, loss: 2.0388 2020-06-18 11:50:01,588 - mmaction - INFO - Epoch [80][3120/3134] lr: 0.00100, eta: 10:09:56, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7625, loss_cls: 2.1842, loss: 2.1842 2020-06-18 11:50:36,952 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-18 11:50:38,210 - mmaction - INFO - top1_acc 0.2783 top5_acc 0.5269 2020-06-18 11:50:38,227 - mmaction - INFO - Epoch [80][3134/3134] lr: 0.00100, top1_acc: 0.2783, top5_acc: 0.5269 2020-06-18 11:50:53,413 - mmaction - INFO - Epoch [81][20/3134] lr: 0.00010, eta: 10:09:35, time: 0.758, data_time: 0.181, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7219, loss_cls: 2.2443, loss: 2.2443 2020-06-18 11:51:05,011 - mmaction - INFO - Epoch [81][40/3134] lr: 0.00010, eta: 10:09:23, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7969, loss_cls: 2.0045, loss: 2.0045 2020-06-18 11:51:16,644 - mmaction - INFO - Epoch [81][60/3134] lr: 0.00010, eta: 10:09:12, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5938, top5_acc: 0.8063, loss_cls: 1.7842, loss: 1.7842 2020-06-18 11:51:28,263 - mmaction - INFO - Epoch [81][80/3134] lr: 0.00010, eta: 10:09:00, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7781, loss_cls: 1.9551, loss: 1.9551 2020-06-18 11:51:40,922 - mmaction - INFO - Epoch [81][100/3134] lr: 0.00010, eta: 10:08:48, time: 0.634, data_time: 0.055, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7937, loss_cls: 1.9814, loss: 1.9814 2020-06-18 11:51:52,578 - mmaction - INFO - Epoch [81][120/3134] lr: 0.00010, eta: 10:08:37, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5594, top5_acc: 0.8187, loss_cls: 1.8836, loss: 1.8836 2020-06-18 11:52:04,162 - mmaction - INFO - Epoch [81][140/3134] lr: 0.00010, eta: 10:08:25, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7531, loss_cls: 2.0960, loss: 2.0960 2020-06-18 11:52:15,842 - mmaction - INFO - Epoch [81][160/3134] lr: 0.00010, eta: 10:08:13, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7969, loss_cls: 1.8894, loss: 1.8894 2020-06-18 11:52:27,490 - mmaction - INFO - Epoch [81][180/3134] lr: 0.00010, eta: 10:08:02, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7969, loss_cls: 1.9736, loss: 1.9736 2020-06-18 11:52:39,096 - mmaction - INFO - Epoch [81][200/3134] lr: 0.00010, eta: 10:07:50, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7625, loss_cls: 2.0649, loss: 2.0649 2020-06-18 11:52:50,728 - mmaction - INFO - Epoch [81][220/3134] lr: 0.00010, eta: 10:07:38, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7500, loss_cls: 2.0847, loss: 2.0847 2020-06-18 11:53:02,350 - mmaction - INFO - Epoch [81][240/3134] lr: 0.00010, eta: 10:07:27, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7438, loss_cls: 2.1416, loss: 2.1416 2020-06-18 11:53:13,992 - mmaction - INFO - Epoch [81][260/3134] lr: 0.00010, eta: 10:07:15, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7969, loss_cls: 1.9127, loss: 1.9127 2020-06-18 11:53:25,645 - mmaction - INFO - Epoch [81][280/3134] lr: 0.00010, eta: 10:07:03, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7719, loss_cls: 1.8225, loss: 1.8225 2020-06-18 11:53:37,360 - mmaction - INFO - Epoch [81][300/3134] lr: 0.00010, eta: 10:06:52, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7719, loss_cls: 2.0109, loss: 2.0109 2020-06-18 11:53:49,109 - mmaction - INFO - Epoch [81][320/3134] lr: 0.00010, eta: 10:06:40, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.5625, top5_acc: 0.8094, loss_cls: 1.8029, loss: 1.8029 2020-06-18 11:54:00,767 - mmaction - INFO - Epoch [81][340/3134] lr: 0.00010, eta: 10:06:28, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7937, loss_cls: 1.9034, loss: 1.9034 2020-06-18 11:54:12,388 - mmaction - INFO - Epoch [81][360/3134] lr: 0.00010, eta: 10:06:17, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7594, loss_cls: 2.0996, loss: 2.0996 2020-06-18 11:54:24,077 - mmaction - INFO - Epoch [81][380/3134] lr: 0.00010, eta: 10:06:05, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5719, top5_acc: 0.7875, loss_cls: 1.8949, loss: 1.8949 2020-06-18 11:54:35,809 - mmaction - INFO - Epoch [81][400/3134] lr: 0.00010, eta: 10:05:53, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7688, loss_cls: 2.1621, loss: 2.1621 2020-06-18 11:54:47,502 - mmaction - INFO - Epoch [81][420/3134] lr: 0.00010, eta: 10:05:42, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7688, loss_cls: 2.0408, loss: 2.0408 2020-06-18 11:54:59,149 - mmaction - INFO - Epoch [81][440/3134] lr: 0.00010, eta: 10:05:30, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7812, loss_cls: 1.9702, loss: 1.9702 2020-06-18 11:55:10,837 - mmaction - INFO - Epoch [81][460/3134] lr: 0.00010, eta: 10:05:18, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7406, loss_cls: 2.0123, loss: 2.0123 2020-06-18 11:55:22,498 - mmaction - INFO - Epoch [81][480/3134] lr: 0.00010, eta: 10:05:07, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7531, loss_cls: 2.0262, loss: 2.0262 2020-06-18 11:55:34,159 - mmaction - INFO - Epoch [81][500/3134] lr: 0.00010, eta: 10:04:55, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7750, loss_cls: 2.0203, loss: 2.0203 2020-06-18 11:55:45,811 - mmaction - INFO - Epoch [81][520/3134] lr: 0.00010, eta: 10:04:43, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7875, loss_cls: 1.9974, loss: 1.9974 2020-06-18 11:55:57,416 - mmaction - INFO - Epoch [81][540/3134] lr: 0.00010, eta: 10:04:32, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7438, loss_cls: 2.1653, loss: 2.1653 2020-06-18 11:56:09,098 - mmaction - INFO - Epoch [81][560/3134] lr: 0.00010, eta: 10:04:20, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.5781, top5_acc: 0.7906, loss_cls: 1.8359, loss: 1.8359 2020-06-18 11:56:20,756 - mmaction - INFO - Epoch [81][580/3134] lr: 0.00010, eta: 10:04:08, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7594, loss_cls: 2.0175, loss: 2.0175 2020-06-18 11:56:32,335 - mmaction - INFO - Epoch [81][600/3134] lr: 0.00010, eta: 10:03:56, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7656, loss_cls: 2.0378, loss: 2.0378 2020-06-18 11:56:43,927 - mmaction - INFO - Epoch [81][620/3134] lr: 0.00010, eta: 10:03:45, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7438, loss_cls: 2.1435, loss: 2.1435 2020-06-18 11:56:55,599 - mmaction - INFO - Epoch [81][640/3134] lr: 0.00010, eta: 10:03:33, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7750, loss_cls: 1.9795, loss: 1.9795 2020-06-18 11:57:07,181 - mmaction - INFO - Epoch [81][660/3134] lr: 0.00010, eta: 10:03:21, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7594, loss_cls: 1.9592, loss: 1.9592 2020-06-18 11:57:18,867 - mmaction - INFO - Epoch [81][680/3134] lr: 0.00010, eta: 10:03:10, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7844, loss_cls: 1.8595, loss: 1.8595 2020-06-18 11:57:30,534 - mmaction - INFO - Epoch [81][700/3134] lr: 0.00010, eta: 10:02:58, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7344, loss_cls: 2.1410, loss: 2.1410 2020-06-18 11:57:42,201 - mmaction - INFO - Epoch [81][720/3134] lr: 0.00010, eta: 10:02:46, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7594, loss_cls: 2.0132, loss: 2.0132 2020-06-18 11:57:53,812 - mmaction - INFO - Epoch [81][740/3134] lr: 0.00010, eta: 10:02:35, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5844, top5_acc: 0.7969, loss_cls: 1.9232, loss: 1.9232 2020-06-18 11:58:05,430 - mmaction - INFO - Epoch [81][760/3134] lr: 0.00010, eta: 10:02:23, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7406, loss_cls: 2.1528, loss: 2.1528 2020-06-18 11:58:17,109 - mmaction - INFO - Epoch [81][780/3134] lr: 0.00010, eta: 10:02:11, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7656, loss_cls: 1.9327, loss: 1.9327 2020-06-18 11:58:28,762 - mmaction - INFO - Epoch [81][800/3134] lr: 0.00010, eta: 10:02:00, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7531, loss_cls: 2.0159, loss: 2.0159 2020-06-18 11:58:40,495 - mmaction - INFO - Epoch [81][820/3134] lr: 0.00010, eta: 10:01:48, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7594, loss_cls: 2.0789, loss: 2.0789 2020-06-18 11:58:52,112 - mmaction - INFO - Epoch [81][840/3134] lr: 0.00010, eta: 10:01:36, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7844, loss_cls: 2.0618, loss: 2.0618 2020-06-18 11:59:03,771 - mmaction - INFO - Epoch [81][860/3134] lr: 0.00010, eta: 10:01:25, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7875, loss_cls: 1.9217, loss: 1.9217 2020-06-18 11:59:15,361 - mmaction - INFO - Epoch [81][880/3134] lr: 0.00010, eta: 10:01:13, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7719, loss_cls: 2.0245, loss: 2.0245 2020-06-18 11:59:27,039 - mmaction - INFO - Epoch [81][900/3134] lr: 0.00010, eta: 10:01:01, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7906, loss_cls: 1.9257, loss: 1.9257 2020-06-18 11:59:38,647 - mmaction - INFO - Epoch [81][920/3134] lr: 0.00010, eta: 10:00:50, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7625, loss_cls: 2.1475, loss: 2.1475 2020-06-18 12:00:00,096 - mmaction - INFO - Epoch [81][940/3134] lr: 0.00010, eta: 10:00:40, time: 1.073, data_time: 0.494, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7750, loss_cls: 2.0994, loss: 2.0994 2020-06-18 12:00:12,359 - mmaction - INFO - Epoch [81][960/3134] lr: 0.00010, eta: 10:00:29, time: 0.609, data_time: 0.002, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7625, loss_cls: 2.0706, loss: 2.0706 2020-06-18 12:00:24,591 - mmaction - INFO - Epoch [81][980/3134] lr: 0.00010, eta: 10:00:17, time: 0.616, data_time: 0.025, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7937, loss_cls: 1.9521, loss: 1.9521 2020-06-18 12:00:36,171 - mmaction - INFO - Epoch [81][1000/3134] lr: 0.00010, eta: 10:00:06, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7969, loss_cls: 1.9226, loss: 1.9226 2020-06-18 12:00:47,881 - mmaction - INFO - Epoch [81][1020/3134] lr: 0.00010, eta: 9:59:54, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7812, loss_cls: 1.9717, loss: 1.9717 2020-06-18 12:00:59,496 - mmaction - INFO - Epoch [81][1040/3134] lr: 0.00010, eta: 9:59:42, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7719, loss_cls: 2.0473, loss: 2.0473 2020-06-18 12:01:11,120 - mmaction - INFO - Epoch [81][1060/3134] lr: 0.00010, eta: 9:59:30, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7312, loss_cls: 2.2285, loss: 2.2285 2020-06-18 12:01:22,794 - mmaction - INFO - Epoch [81][1080/3134] lr: 0.00010, eta: 9:59:19, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7969, loss_cls: 1.8705, loss: 1.8705 2020-06-18 12:01:34,427 - mmaction - INFO - Epoch [81][1100/3134] lr: 0.00010, eta: 9:59:07, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5594, top5_acc: 0.8000, loss_cls: 1.9396, loss: 1.9396 2020-06-18 12:01:46,019 - mmaction - INFO - Epoch [81][1120/3134] lr: 0.00010, eta: 9:58:55, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7688, loss_cls: 1.9369, loss: 1.9369 2020-06-18 12:01:57,622 - mmaction - INFO - Epoch [81][1140/3134] lr: 0.00010, eta: 9:58:44, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5469, top5_acc: 0.8187, loss_cls: 1.9036, loss: 1.9036 2020-06-18 12:02:09,193 - mmaction - INFO - Epoch [81][1160/3134] lr: 0.00010, eta: 9:58:32, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7906, loss_cls: 1.9461, loss: 1.9461 2020-06-18 12:02:20,862 - mmaction - INFO - Epoch [81][1180/3134] lr: 0.00010, eta: 9:58:20, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7875, loss_cls: 1.9925, loss: 1.9925 2020-06-18 12:02:32,537 - mmaction - INFO - Epoch [81][1200/3134] lr: 0.00010, eta: 9:58:09, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7688, loss_cls: 2.0318, loss: 2.0318 2020-06-18 12:02:44,113 - mmaction - INFO - Epoch [81][1220/3134] lr: 0.00010, eta: 9:57:57, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7937, loss_cls: 1.9744, loss: 1.9744 2020-06-18 12:02:55,714 - mmaction - INFO - Epoch [81][1240/3134] lr: 0.00010, eta: 9:57:45, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7594, loss_cls: 2.0604, loss: 2.0604 2020-06-18 12:03:07,304 - mmaction - INFO - Epoch [81][1260/3134] lr: 0.00010, eta: 9:57:34, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7406, loss_cls: 2.2504, loss: 2.2504 2020-06-18 12:03:18,980 - mmaction - INFO - Epoch [81][1280/3134] lr: 0.00010, eta: 9:57:22, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7500, loss_cls: 2.0834, loss: 2.0834 2020-06-18 12:03:30,620 - mmaction - INFO - Epoch [81][1300/3134] lr: 0.00010, eta: 9:57:10, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7625, loss_cls: 1.9143, loss: 1.9143 2020-06-18 12:03:42,230 - mmaction - INFO - Epoch [81][1320/3134] lr: 0.00010, eta: 9:56:59, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7594, loss_cls: 2.0414, loss: 2.0414 2020-06-18 12:03:53,828 - mmaction - INFO - Epoch [81][1340/3134] lr: 0.00010, eta: 9:56:47, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7750, loss_cls: 1.9605, loss: 1.9605 2020-06-18 12:04:05,508 - mmaction - INFO - Epoch [81][1360/3134] lr: 0.00010, eta: 9:56:35, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7375, loss_cls: 2.0854, loss: 2.0854 2020-06-18 12:04:17,201 - mmaction - INFO - Epoch [81][1380/3134] lr: 0.00010, eta: 9:56:24, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.5969, top5_acc: 0.8000, loss_cls: 1.7749, loss: 1.7749 2020-06-18 12:04:28,875 - mmaction - INFO - Epoch [81][1400/3134] lr: 0.00010, eta: 9:56:12, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7469, loss_cls: 2.1964, loss: 2.1964 2020-06-18 12:04:40,583 - mmaction - INFO - Epoch [81][1420/3134] lr: 0.00010, eta: 9:56:00, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7688, loss_cls: 1.9299, loss: 1.9299 2020-06-18 12:04:52,232 - mmaction - INFO - Epoch [81][1440/3134] lr: 0.00010, eta: 9:55:48, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7875, loss_cls: 1.8884, loss: 1.8884 2020-06-18 12:05:03,823 - mmaction - INFO - Epoch [81][1460/3134] lr: 0.00010, eta: 9:55:37, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7125, loss_cls: 2.2107, loss: 2.2107 2020-06-18 12:05:15,963 - mmaction - INFO - Epoch [81][1480/3134] lr: 0.00010, eta: 9:55:25, time: 0.607, data_time: 0.029, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7937, loss_cls: 1.9730, loss: 1.9730 2020-06-18 12:05:27,574 - mmaction - INFO - Epoch [81][1500/3134] lr: 0.00010, eta: 9:55:14, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7438, loss_cls: 2.1835, loss: 2.1835 2020-06-18 12:05:39,200 - mmaction - INFO - Epoch [81][1520/3134] lr: 0.00010, eta: 9:55:02, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5719, top5_acc: 0.8219, loss_cls: 1.7320, loss: 1.7320 2020-06-18 12:05:51,005 - mmaction - INFO - Epoch [81][1540/3134] lr: 0.00010, eta: 9:54:50, time: 0.590, data_time: 0.012, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7719, loss_cls: 2.0631, loss: 2.0631 2020-06-18 12:06:02,569 - mmaction - INFO - Epoch [81][1560/3134] lr: 0.00010, eta: 9:54:39, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7625, loss_cls: 2.0598, loss: 2.0598 2020-06-18 12:06:14,296 - mmaction - INFO - Epoch [81][1580/3134] lr: 0.00010, eta: 9:54:27, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5719, top5_acc: 0.7812, loss_cls: 1.8899, loss: 1.8899 2020-06-18 12:06:25,844 - mmaction - INFO - Epoch [81][1600/3134] lr: 0.00010, eta: 9:54:15, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7969, loss_cls: 1.9435, loss: 1.9435 2020-06-18 12:06:37,479 - mmaction - INFO - Epoch [81][1620/3134] lr: 0.00010, eta: 9:54:03, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7906, loss_cls: 2.0062, loss: 2.0062 2020-06-18 12:06:49,087 - mmaction - INFO - Epoch [81][1640/3134] lr: 0.00010, eta: 9:53:52, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7375, loss_cls: 2.1551, loss: 2.1551 2020-06-18 12:07:00,683 - mmaction - INFO - Epoch [81][1660/3134] lr: 0.00010, eta: 9:53:40, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7844, loss_cls: 1.9902, loss: 1.9902 2020-06-18 12:07:12,347 - mmaction - INFO - Epoch [81][1680/3134] lr: 0.00010, eta: 9:53:28, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7781, loss_cls: 1.8557, loss: 1.8557 2020-06-18 12:07:23,977 - mmaction - INFO - Epoch [81][1700/3134] lr: 0.00010, eta: 9:53:17, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7625, loss_cls: 2.0274, loss: 2.0274 2020-06-18 12:07:35,612 - mmaction - INFO - Epoch [81][1720/3134] lr: 0.00010, eta: 9:53:05, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7844, loss_cls: 2.0886, loss: 2.0886 2020-06-18 12:07:47,271 - mmaction - INFO - Epoch [81][1740/3134] lr: 0.00010, eta: 9:52:53, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5844, top5_acc: 0.8000, loss_cls: 1.7473, loss: 1.7473 2020-06-18 12:07:58,853 - mmaction - INFO - Epoch [81][1760/3134] lr: 0.00010, eta: 9:52:42, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7688, loss_cls: 1.9567, loss: 1.9567 2020-06-18 12:08:10,519 - mmaction - INFO - Epoch [81][1780/3134] lr: 0.00010, eta: 9:52:30, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7656, loss_cls: 2.0641, loss: 2.0641 2020-06-18 12:08:22,157 - mmaction - INFO - Epoch [81][1800/3134] lr: 0.00010, eta: 9:52:18, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5906, top5_acc: 0.7875, loss_cls: 1.8463, loss: 1.8463 2020-06-18 12:08:33,775 - mmaction - INFO - Epoch [81][1820/3134] lr: 0.00010, eta: 9:52:07, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5344, top5_acc: 0.8094, loss_cls: 1.8648, loss: 1.8648 2020-06-18 12:08:45,408 - mmaction - INFO - Epoch [81][1840/3134] lr: 0.00010, eta: 9:51:55, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7500, loss_cls: 2.1482, loss: 2.1482 2020-06-18 12:08:57,083 - mmaction - INFO - Epoch [81][1860/3134] lr: 0.00010, eta: 9:51:43, time: 0.585, data_time: 0.005, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7906, loss_cls: 1.9796, loss: 1.9796 2020-06-18 12:09:08,718 - mmaction - INFO - Epoch [81][1880/3134] lr: 0.00010, eta: 9:51:32, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7906, loss_cls: 1.8537, loss: 1.8537 2020-06-18 12:09:20,428 - mmaction - INFO - Epoch [81][1900/3134] lr: 0.00010, eta: 9:51:20, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7625, loss_cls: 2.0764, loss: 2.0764 2020-06-18 12:09:32,086 - mmaction - INFO - Epoch [81][1920/3134] lr: 0.00010, eta: 9:51:08, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.6000, top5_acc: 0.7844, loss_cls: 1.8550, loss: 1.8550 2020-06-18 12:09:43,724 - mmaction - INFO - Epoch [81][1940/3134] lr: 0.00010, eta: 9:50:57, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5969, top5_acc: 0.7875, loss_cls: 1.8927, loss: 1.8927 2020-06-18 12:09:55,385 - mmaction - INFO - Epoch [81][1960/3134] lr: 0.00010, eta: 9:50:45, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7656, loss_cls: 2.0055, loss: 2.0055 2020-06-18 12:10:06,967 - mmaction - INFO - Epoch [81][1980/3134] lr: 0.00010, eta: 9:50:33, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7906, loss_cls: 1.8862, loss: 1.8862 2020-06-18 12:10:18,536 - mmaction - INFO - Epoch [81][2000/3134] lr: 0.00010, eta: 9:50:21, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7812, loss_cls: 2.0185, loss: 2.0185 2020-06-18 12:10:30,075 - mmaction - INFO - Epoch [81][2020/3134] lr: 0.00010, eta: 9:50:10, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.5375, top5_acc: 0.8063, loss_cls: 1.8856, loss: 1.8856 2020-06-18 12:10:41,915 - mmaction - INFO - Epoch [81][2040/3134] lr: 0.00010, eta: 9:49:58, time: 0.590, data_time: 0.012, memory: 8339, top1_acc: 0.5687, top5_acc: 0.7719, loss_cls: 1.9056, loss: 1.9056 2020-06-18 12:10:53,521 - mmaction - INFO - Epoch [81][2060/3134] lr: 0.00010, eta: 9:49:46, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7500, loss_cls: 2.0402, loss: 2.0402 2020-06-18 12:11:05,132 - mmaction - INFO - Epoch [81][2080/3134] lr: 0.00010, eta: 9:49:35, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7781, loss_cls: 1.9107, loss: 1.9107 2020-06-18 12:11:16,808 - mmaction - INFO - Epoch [81][2100/3134] lr: 0.00010, eta: 9:49:23, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7844, loss_cls: 1.9379, loss: 1.9379 2020-06-18 12:11:28,550 - mmaction - INFO - Epoch [81][2120/3134] lr: 0.00010, eta: 9:49:11, time: 0.589, data_time: 0.003, memory: 8339, top1_acc: 0.5719, top5_acc: 0.7594, loss_cls: 1.9431, loss: 1.9431 2020-06-18 12:11:40,196 - mmaction - INFO - Epoch [81][2140/3134] lr: 0.00010, eta: 9:49:00, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7344, loss_cls: 2.2274, loss: 2.2274 2020-06-18 12:11:51,770 - mmaction - INFO - Epoch [81][2160/3134] lr: 0.00010, eta: 9:48:48, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5250, top5_acc: 0.8000, loss_cls: 1.8537, loss: 1.8537 2020-06-18 12:12:03,431 - mmaction - INFO - Epoch [81][2180/3134] lr: 0.00010, eta: 9:48:36, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5344, top5_acc: 0.8000, loss_cls: 1.9449, loss: 1.9449 2020-06-18 12:12:15,008 - mmaction - INFO - Epoch [81][2200/3134] lr: 0.00010, eta: 9:48:25, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7594, loss_cls: 2.1201, loss: 2.1201 2020-06-18 12:12:26,615 - mmaction - INFO - Epoch [81][2220/3134] lr: 0.00010, eta: 9:48:13, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7969, loss_cls: 1.8739, loss: 1.8739 2020-06-18 12:12:38,220 - mmaction - INFO - Epoch [81][2240/3134] lr: 0.00010, eta: 9:48:01, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5531, top5_acc: 0.8281, loss_cls: 1.7813, loss: 1.7813 2020-06-18 12:12:49,822 - mmaction - INFO - Epoch [81][2260/3134] lr: 0.00010, eta: 9:47:50, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7375, loss_cls: 2.0323, loss: 2.0323 2020-06-18 12:13:01,424 - mmaction - INFO - Epoch [81][2280/3134] lr: 0.00010, eta: 9:47:38, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7937, loss_cls: 1.9810, loss: 1.9810 2020-06-18 12:13:13,095 - mmaction - INFO - Epoch [81][2300/3134] lr: 0.00010, eta: 9:47:26, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7875, loss_cls: 1.9192, loss: 1.9192 2020-06-18 12:13:24,746 - mmaction - INFO - Epoch [81][2320/3134] lr: 0.00010, eta: 9:47:14, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7594, loss_cls: 1.9764, loss: 1.9764 2020-06-18 12:13:36,387 - mmaction - INFO - Epoch [81][2340/3134] lr: 0.00010, eta: 9:47:03, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7281, loss_cls: 2.0593, loss: 2.0593 2020-06-18 12:13:47,982 - mmaction - INFO - Epoch [81][2360/3134] lr: 0.00010, eta: 9:46:51, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7812, loss_cls: 2.0253, loss: 2.0253 2020-06-18 12:13:59,577 - mmaction - INFO - Epoch [81][2380/3134] lr: 0.00010, eta: 9:46:39, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7594, loss_cls: 2.1187, loss: 2.1187 2020-06-18 12:14:11,196 - mmaction - INFO - Epoch [81][2400/3134] lr: 0.00010, eta: 9:46:28, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7750, loss_cls: 2.0219, loss: 2.0219 2020-06-18 12:14:22,868 - mmaction - INFO - Epoch [81][2420/3134] lr: 0.00010, eta: 9:46:16, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7906, loss_cls: 1.9080, loss: 1.9080 2020-06-18 12:14:34,471 - mmaction - INFO - Epoch [81][2440/3134] lr: 0.00010, eta: 9:46:04, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7688, loss_cls: 1.9580, loss: 1.9580 2020-06-18 12:14:46,144 - mmaction - INFO - Epoch [81][2460/3134] lr: 0.00010, eta: 9:45:53, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7844, loss_cls: 1.8990, loss: 1.8990 2020-06-18 12:14:59,528 - mmaction - INFO - Epoch [81][2480/3134] lr: 0.00010, eta: 9:45:41, time: 0.668, data_time: 0.001, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7594, loss_cls: 2.0269, loss: 2.0269 2020-06-18 12:15:11,168 - mmaction - INFO - Epoch [81][2500/3134] lr: 0.00010, eta: 9:45:30, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7844, loss_cls: 1.9457, loss: 1.9457 2020-06-18 12:15:22,894 - mmaction - INFO - Epoch [81][2520/3134] lr: 0.00010, eta: 9:45:18, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7906, loss_cls: 1.8669, loss: 1.8669 2020-06-18 12:15:34,496 - mmaction - INFO - Epoch [81][2540/3134] lr: 0.00010, eta: 9:45:06, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7531, loss_cls: 2.1302, loss: 2.1302 2020-06-18 12:15:46,092 - mmaction - INFO - Epoch [81][2560/3134] lr: 0.00010, eta: 9:44:55, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7781, loss_cls: 1.9050, loss: 1.9050 2020-06-18 12:15:57,715 - mmaction - INFO - Epoch [81][2580/3134] lr: 0.00010, eta: 9:44:43, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7594, loss_cls: 2.0324, loss: 2.0324 2020-06-18 12:16:09,374 - mmaction - INFO - Epoch [81][2600/3134] lr: 0.00010, eta: 9:44:31, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7875, loss_cls: 1.9159, loss: 1.9159 2020-06-18 12:16:20,991 - mmaction - INFO - Epoch [81][2620/3134] lr: 0.00010, eta: 9:44:20, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7875, loss_cls: 1.8307, loss: 1.8307 2020-06-18 12:16:32,598 - mmaction - INFO - Epoch [81][2640/3134] lr: 0.00010, eta: 9:44:08, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7375, loss_cls: 2.0951, loss: 2.0951 2020-06-18 12:16:44,289 - mmaction - INFO - Epoch [81][2660/3134] lr: 0.00010, eta: 9:43:56, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7906, loss_cls: 1.8906, loss: 1.8906 2020-06-18 12:16:55,957 - mmaction - INFO - Epoch [81][2680/3134] lr: 0.00010, eta: 9:43:45, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5969, top5_acc: 0.8031, loss_cls: 1.7564, loss: 1.7564 2020-06-18 12:17:07,557 - mmaction - INFO - Epoch [81][2700/3134] lr: 0.00010, eta: 9:43:33, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7969, loss_cls: 1.9972, loss: 1.9972 2020-06-18 12:17:19,205 - mmaction - INFO - Epoch [81][2720/3134] lr: 0.00010, eta: 9:43:21, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7969, loss_cls: 1.9059, loss: 1.9059 2020-06-18 12:17:30,847 - mmaction - INFO - Epoch [81][2740/3134] lr: 0.00010, eta: 9:43:10, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5844, top5_acc: 0.8063, loss_cls: 1.7825, loss: 1.7825 2020-06-18 12:17:42,507 - mmaction - INFO - Epoch [81][2760/3134] lr: 0.00010, eta: 9:42:58, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7688, loss_cls: 1.9112, loss: 1.9112 2020-06-18 12:17:54,141 - mmaction - INFO - Epoch [81][2780/3134] lr: 0.00010, eta: 9:42:46, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7844, loss_cls: 1.9967, loss: 1.9967 2020-06-18 12:18:05,707 - mmaction - INFO - Epoch [81][2800/3134] lr: 0.00010, eta: 9:42:34, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.5312, top5_acc: 0.8219, loss_cls: 1.8237, loss: 1.8237 2020-06-18 12:18:17,412 - mmaction - INFO - Epoch [81][2820/3134] lr: 0.00010, eta: 9:42:23, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7781, loss_cls: 1.9588, loss: 1.9588 2020-06-18 12:18:28,983 - mmaction - INFO - Epoch [81][2840/3134] lr: 0.00010, eta: 9:42:11, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7594, loss_cls: 2.0982, loss: 2.0982 2020-06-18 12:18:40,610 - mmaction - INFO - Epoch [81][2860/3134] lr: 0.00010, eta: 9:41:59, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7719, loss_cls: 2.0281, loss: 2.0281 2020-06-18 12:18:52,240 - mmaction - INFO - Epoch [81][2880/3134] lr: 0.00010, eta: 9:41:48, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7594, loss_cls: 2.0149, loss: 2.0149 2020-06-18 12:19:03,869 - mmaction - INFO - Epoch [81][2900/3134] lr: 0.00010, eta: 9:41:36, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7875, loss_cls: 1.8712, loss: 1.8712 2020-06-18 12:19:15,550 - mmaction - INFO - Epoch [81][2920/3134] lr: 0.00010, eta: 9:41:24, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7812, loss_cls: 1.8804, loss: 1.8804 2020-06-18 12:19:27,273 - mmaction - INFO - Epoch [81][2940/3134] lr: 0.00010, eta: 9:41:13, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7469, loss_cls: 2.0876, loss: 2.0876 2020-06-18 12:19:38,857 - mmaction - INFO - Epoch [81][2960/3134] lr: 0.00010, eta: 9:41:01, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7812, loss_cls: 1.9145, loss: 1.9145 2020-06-18 12:19:50,442 - mmaction - INFO - Epoch [81][2980/3134] lr: 0.00010, eta: 9:40:49, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5156, top5_acc: 0.8125, loss_cls: 1.8350, loss: 1.8350 2020-06-18 12:20:02,045 - mmaction - INFO - Epoch [81][3000/3134] lr: 0.00010, eta: 9:40:38, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7906, loss_cls: 1.9136, loss: 1.9136 2020-06-18 12:20:13,670 - mmaction - INFO - Epoch [81][3020/3134] lr: 0.00010, eta: 9:40:26, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7781, loss_cls: 2.0905, loss: 2.0905 2020-06-18 12:20:25,249 - mmaction - INFO - Epoch [81][3040/3134] lr: 0.00010, eta: 9:40:14, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5469, top5_acc: 0.8187, loss_cls: 1.8416, loss: 1.8416 2020-06-18 12:20:36,856 - mmaction - INFO - Epoch [81][3060/3134] lr: 0.00010, eta: 9:40:03, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7594, loss_cls: 2.0037, loss: 2.0037 2020-06-18 12:20:48,489 - mmaction - INFO - Epoch [81][3080/3134] lr: 0.00010, eta: 9:39:51, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7656, loss_cls: 1.9570, loss: 1.9570 2020-06-18 12:21:00,124 - mmaction - INFO - Epoch [81][3100/3134] lr: 0.00010, eta: 9:39:39, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7656, loss_cls: 1.9840, loss: 1.9840 2020-06-18 12:21:11,772 - mmaction - INFO - Epoch [81][3120/3134] lr: 0.00010, eta: 9:39:27, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7531, loss_cls: 2.1480, loss: 2.1480 2020-06-18 12:21:50,620 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-18 12:21:51,876 - mmaction - INFO - top1_acc 0.2822 top5_acc 0.5309 2020-06-18 12:21:51,899 - mmaction - INFO - Epoch [81][3134/3134] lr: 0.00010, top1_acc: 0.2822, top5_acc: 0.5309 2020-06-18 12:22:07,274 - mmaction - INFO - Epoch [82][20/3134] lr: 0.00010, eta: 9:39:07, time: 0.768, data_time: 0.188, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7406, loss_cls: 2.0157, loss: 2.0157 2020-06-18 12:22:18,898 - mmaction - INFO - Epoch [82][40/3134] lr: 0.00010, eta: 9:38:55, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7562, loss_cls: 2.0899, loss: 2.0899 2020-06-18 12:22:30,574 - mmaction - INFO - Epoch [82][60/3134] lr: 0.00010, eta: 9:38:43, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7844, loss_cls: 1.9865, loss: 1.9865 2020-06-18 12:22:42,205 - mmaction - INFO - Epoch [82][80/3134] lr: 0.00010, eta: 9:38:32, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5406, top5_acc: 0.8063, loss_cls: 1.9879, loss: 1.9879 2020-06-18 12:22:53,855 - mmaction - INFO - Epoch [82][100/3134] lr: 0.00010, eta: 9:38:20, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7781, loss_cls: 1.9189, loss: 1.9189 2020-06-18 12:23:05,481 - mmaction - INFO - Epoch [82][120/3134] lr: 0.00010, eta: 9:38:08, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7469, loss_cls: 2.1438, loss: 2.1438 2020-06-18 12:23:17,160 - mmaction - INFO - Epoch [82][140/3134] lr: 0.00010, eta: 9:37:57, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5500, top5_acc: 0.8000, loss_cls: 1.9014, loss: 1.9014 2020-06-18 12:23:28,821 - mmaction - INFO - Epoch [82][160/3134] lr: 0.00010, eta: 9:37:45, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7500, loss_cls: 2.0641, loss: 2.0641 2020-06-18 12:23:40,487 - mmaction - INFO - Epoch [82][180/3134] lr: 0.00010, eta: 9:37:33, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.5813, top5_acc: 0.7969, loss_cls: 1.8539, loss: 1.8539 2020-06-18 12:23:52,157 - mmaction - INFO - Epoch [82][200/3134] lr: 0.00010, eta: 9:37:21, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7594, loss_cls: 1.9787, loss: 1.9787 2020-06-18 12:24:03,810 - mmaction - INFO - Epoch [82][220/3134] lr: 0.00010, eta: 9:37:10, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5469, top5_acc: 0.8156, loss_cls: 1.8537, loss: 1.8537 2020-06-18 12:24:15,417 - mmaction - INFO - Epoch [82][240/3134] lr: 0.00010, eta: 9:36:58, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7969, loss_cls: 1.8484, loss: 1.8484 2020-06-18 12:24:27,071 - mmaction - INFO - Epoch [82][260/3134] lr: 0.00010, eta: 9:36:46, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7781, loss_cls: 1.9653, loss: 1.9653 2020-06-18 12:24:38,700 - mmaction - INFO - Epoch [82][280/3134] lr: 0.00010, eta: 9:36:35, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7188, loss_cls: 2.1151, loss: 2.1151 2020-06-18 12:24:50,367 - mmaction - INFO - Epoch [82][300/3134] lr: 0.00010, eta: 9:36:23, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7937, loss_cls: 1.9748, loss: 1.9748 2020-06-18 12:25:01,988 - mmaction - INFO - Epoch [82][320/3134] lr: 0.00010, eta: 9:36:11, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5813, top5_acc: 0.8094, loss_cls: 1.8250, loss: 1.8250 2020-06-18 12:25:13,678 - mmaction - INFO - Epoch [82][340/3134] lr: 0.00010, eta: 9:36:00, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7875, loss_cls: 2.0089, loss: 2.0089 2020-06-18 12:25:25,374 - mmaction - INFO - Epoch [82][360/3134] lr: 0.00010, eta: 9:35:48, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7656, loss_cls: 1.9545, loss: 1.9545 2020-06-18 12:25:36,999 - mmaction - INFO - Epoch [82][380/3134] lr: 0.00010, eta: 9:35:36, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7656, loss_cls: 1.8571, loss: 1.8571 2020-06-18 12:25:48,656 - mmaction - INFO - Epoch [82][400/3134] lr: 0.00010, eta: 9:35:25, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7719, loss_cls: 1.8494, loss: 1.8494 2020-06-18 12:26:00,297 - mmaction - INFO - Epoch [82][420/3134] lr: 0.00010, eta: 9:35:13, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7469, loss_cls: 2.0930, loss: 2.0930 2020-06-18 12:26:12,008 - mmaction - INFO - Epoch [82][440/3134] lr: 0.00010, eta: 9:35:01, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.5844, top5_acc: 0.7875, loss_cls: 1.8761, loss: 1.8761 2020-06-18 12:26:23,548 - mmaction - INFO - Epoch [82][460/3134] lr: 0.00010, eta: 9:34:50, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7719, loss_cls: 1.9685, loss: 1.9685 2020-06-18 12:26:35,161 - mmaction - INFO - Epoch [82][480/3134] lr: 0.00010, eta: 9:34:38, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7719, loss_cls: 2.0753, loss: 2.0753 2020-06-18 12:26:46,817 - mmaction - INFO - Epoch [82][500/3134] lr: 0.00010, eta: 9:34:26, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7906, loss_cls: 1.9458, loss: 1.9458 2020-06-18 12:26:58,484 - mmaction - INFO - Epoch [82][520/3134] lr: 0.00010, eta: 9:34:15, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7562, loss_cls: 2.1758, loss: 2.1758 2020-06-18 12:27:10,178 - mmaction - INFO - Epoch [82][540/3134] lr: 0.00010, eta: 9:34:03, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7750, loss_cls: 2.0232, loss: 2.0232 2020-06-18 12:27:21,735 - mmaction - INFO - Epoch [82][560/3134] lr: 0.00010, eta: 9:33:51, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7969, loss_cls: 1.9919, loss: 1.9919 2020-06-18 12:27:33,368 - mmaction - INFO - Epoch [82][580/3134] lr: 0.00010, eta: 9:33:40, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5813, top5_acc: 0.8313, loss_cls: 1.7481, loss: 1.7481 2020-06-18 12:27:45,024 - mmaction - INFO - Epoch [82][600/3134] lr: 0.00010, eta: 9:33:28, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7875, loss_cls: 1.9853, loss: 1.9853 2020-06-18 12:27:56,655 - mmaction - INFO - Epoch [82][620/3134] lr: 0.00010, eta: 9:33:16, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7781, loss_cls: 1.9952, loss: 1.9952 2020-06-18 12:28:08,320 - mmaction - INFO - Epoch [82][640/3134] lr: 0.00010, eta: 9:33:04, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7531, loss_cls: 1.9700, loss: 1.9700 2020-06-18 12:28:19,981 - mmaction - INFO - Epoch [82][660/3134] lr: 0.00010, eta: 9:32:53, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7750, loss_cls: 2.1726, loss: 2.1726 2020-06-18 12:28:31,533 - mmaction - INFO - Epoch [82][680/3134] lr: 0.00010, eta: 9:32:41, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7875, loss_cls: 1.8879, loss: 1.8879 2020-06-18 12:28:43,267 - mmaction - INFO - Epoch [82][700/3134] lr: 0.00010, eta: 9:32:29, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7906, loss_cls: 1.9021, loss: 1.9021 2020-06-18 12:28:55,020 - mmaction - INFO - Epoch [82][720/3134] lr: 0.00010, eta: 9:32:18, time: 0.588, data_time: 0.002, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7969, loss_cls: 1.8921, loss: 1.8921 2020-06-18 12:29:06,659 - mmaction - INFO - Epoch [82][740/3134] lr: 0.00010, eta: 9:32:06, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7750, loss_cls: 1.9283, loss: 1.9283 2020-06-18 12:29:18,232 - mmaction - INFO - Epoch [82][760/3134] lr: 0.00010, eta: 9:31:54, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7969, loss_cls: 1.9618, loss: 1.9618 2020-06-18 12:29:29,842 - mmaction - INFO - Epoch [82][780/3134] lr: 0.00010, eta: 9:31:43, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7656, loss_cls: 1.9610, loss: 1.9610 2020-06-18 12:29:41,460 - mmaction - INFO - Epoch [82][800/3134] lr: 0.00010, eta: 9:31:31, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5344, top5_acc: 0.8219, loss_cls: 1.7811, loss: 1.7811 2020-06-18 12:29:53,083 - mmaction - INFO - Epoch [82][820/3134] lr: 0.00010, eta: 9:31:19, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7594, loss_cls: 1.9822, loss: 1.9822 2020-06-18 12:30:04,739 - mmaction - INFO - Epoch [82][840/3134] lr: 0.00010, eta: 9:31:08, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5219, top5_acc: 0.8094, loss_cls: 1.8453, loss: 1.8453 2020-06-18 12:30:16,365 - mmaction - INFO - Epoch [82][860/3134] lr: 0.00010, eta: 9:30:56, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7750, loss_cls: 2.0136, loss: 2.0136 2020-06-18 12:30:28,028 - mmaction - INFO - Epoch [82][880/3134] lr: 0.00010, eta: 9:30:44, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7875, loss_cls: 1.9011, loss: 1.9011 2020-06-18 12:30:39,717 - mmaction - INFO - Epoch [82][900/3134] lr: 0.00010, eta: 9:30:33, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7906, loss_cls: 1.9367, loss: 1.9367 2020-06-18 12:30:51,412 - mmaction - INFO - Epoch [82][920/3134] lr: 0.00010, eta: 9:30:21, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7844, loss_cls: 1.8534, loss: 1.8534 2020-06-18 12:31:03,186 - mmaction - INFO - Epoch [82][940/3134] lr: 0.00010, eta: 9:30:09, time: 0.590, data_time: 0.002, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7906, loss_cls: 1.9168, loss: 1.9168 2020-06-18 12:31:14,846 - mmaction - INFO - Epoch [82][960/3134] lr: 0.00010, eta: 9:29:58, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7625, loss_cls: 2.1226, loss: 2.1226 2020-06-18 12:31:26,568 - mmaction - INFO - Epoch [82][980/3134] lr: 0.00010, eta: 9:29:46, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7625, loss_cls: 2.1155, loss: 2.1155 2020-06-18 12:31:38,244 - mmaction - INFO - Epoch [82][1000/3134] lr: 0.00010, eta: 9:29:34, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.5844, top5_acc: 0.7906, loss_cls: 1.8425, loss: 1.8425 2020-06-18 12:31:49,910 - mmaction - INFO - Epoch [82][1020/3134] lr: 0.00010, eta: 9:29:23, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5500, top5_acc: 0.8125, loss_cls: 1.8999, loss: 1.8999 2020-06-18 12:32:01,575 - mmaction - INFO - Epoch [82][1040/3134] lr: 0.00010, eta: 9:29:11, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7469, loss_cls: 2.0366, loss: 2.0366 2020-06-18 12:32:13,194 - mmaction - INFO - Epoch [82][1060/3134] lr: 0.00010, eta: 9:28:59, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7719, loss_cls: 1.8799, loss: 1.8799 2020-06-18 12:32:24,945 - mmaction - INFO - Epoch [82][1080/3134] lr: 0.00010, eta: 9:28:48, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7500, loss_cls: 2.0312, loss: 2.0312 2020-06-18 12:32:36,600 - mmaction - INFO - Epoch [82][1100/3134] lr: 0.00010, eta: 9:28:36, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5375, top5_acc: 0.8187, loss_cls: 1.8551, loss: 1.8551 2020-06-18 12:32:48,201 - mmaction - INFO - Epoch [82][1120/3134] lr: 0.00010, eta: 9:28:24, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7875, loss_cls: 1.8464, loss: 1.8464 2020-06-18 12:32:59,840 - mmaction - INFO - Epoch [82][1140/3134] lr: 0.00010, eta: 9:28:13, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7719, loss_cls: 1.8571, loss: 1.8571 2020-06-18 12:33:11,494 - mmaction - INFO - Epoch [82][1160/3134] lr: 0.00010, eta: 9:28:01, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5563, top5_acc: 0.8000, loss_cls: 1.8711, loss: 1.8711 2020-06-18 12:33:23,104 - mmaction - INFO - Epoch [82][1180/3134] lr: 0.00010, eta: 9:27:49, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7594, loss_cls: 2.0697, loss: 2.0697 2020-06-18 12:33:34,682 - mmaction - INFO - Epoch [82][1200/3134] lr: 0.00010, eta: 9:27:37, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.5594, top5_acc: 0.8125, loss_cls: 1.7941, loss: 1.7941 2020-06-18 12:33:46,342 - mmaction - INFO - Epoch [82][1220/3134] lr: 0.00010, eta: 9:27:26, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5687, top5_acc: 0.7594, loss_cls: 1.9729, loss: 1.9729 2020-06-18 12:33:57,944 - mmaction - INFO - Epoch [82][1240/3134] lr: 0.00010, eta: 9:27:14, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7500, loss_cls: 2.0669, loss: 2.0669 2020-06-18 12:34:09,609 - mmaction - INFO - Epoch [82][1260/3134] lr: 0.00010, eta: 9:27:02, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5406, top5_acc: 0.8156, loss_cls: 1.8455, loss: 1.8455 2020-06-18 12:34:21,241 - mmaction - INFO - Epoch [82][1280/3134] lr: 0.00010, eta: 9:26:51, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7750, loss_cls: 1.9413, loss: 1.9413 2020-06-18 12:34:32,948 - mmaction - INFO - Epoch [82][1300/3134] lr: 0.00010, eta: 9:26:39, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7844, loss_cls: 1.9543, loss: 1.9543 2020-06-18 12:34:44,567 - mmaction - INFO - Epoch [82][1320/3134] lr: 0.00010, eta: 9:26:27, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7969, loss_cls: 1.8629, loss: 1.8629 2020-06-18 12:34:56,276 - mmaction - INFO - Epoch [82][1340/3134] lr: 0.00010, eta: 9:26:16, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7719, loss_cls: 1.9564, loss: 1.9564 2020-06-18 12:35:07,911 - mmaction - INFO - Epoch [82][1360/3134] lr: 0.00010, eta: 9:26:04, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7656, loss_cls: 2.0042, loss: 2.0042 2020-06-18 12:35:19,586 - mmaction - INFO - Epoch [82][1380/3134] lr: 0.00010, eta: 9:25:52, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7812, loss_cls: 1.9863, loss: 1.9863 2020-06-18 12:35:31,227 - mmaction - INFO - Epoch [82][1400/3134] lr: 0.00010, eta: 9:25:41, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7750, loss_cls: 1.9392, loss: 1.9392 2020-06-18 12:35:42,857 - mmaction - INFO - Epoch [82][1420/3134] lr: 0.00010, eta: 9:25:29, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7656, loss_cls: 2.1228, loss: 2.1228 2020-06-18 12:35:54,498 - mmaction - INFO - Epoch [82][1440/3134] lr: 0.00010, eta: 9:25:17, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7750, loss_cls: 1.9822, loss: 1.9822 2020-06-18 12:36:06,116 - mmaction - INFO - Epoch [82][1460/3134] lr: 0.00010, eta: 9:25:06, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7906, loss_cls: 1.8190, loss: 1.8190 2020-06-18 12:36:17,696 - mmaction - INFO - Epoch [82][1480/3134] lr: 0.00010, eta: 9:24:54, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7844, loss_cls: 2.0002, loss: 2.0002 2020-06-18 12:36:29,293 - mmaction - INFO - Epoch [82][1500/3134] lr: 0.00010, eta: 9:24:42, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5625, top5_acc: 0.8031, loss_cls: 1.8520, loss: 1.8520 2020-06-18 12:36:40,969 - mmaction - INFO - Epoch [82][1520/3134] lr: 0.00010, eta: 9:24:31, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7719, loss_cls: 1.9156, loss: 1.9156 2020-06-18 12:36:52,518 - mmaction - INFO - Epoch [82][1540/3134] lr: 0.00010, eta: 9:24:19, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5531, top5_acc: 0.8313, loss_cls: 1.7208, loss: 1.7208 2020-06-18 12:37:04,201 - mmaction - INFO - Epoch [82][1560/3134] lr: 0.00010, eta: 9:24:07, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5687, top5_acc: 0.7937, loss_cls: 1.7998, loss: 1.7998 2020-06-18 12:37:15,816 - mmaction - INFO - Epoch [82][1580/3134] lr: 0.00010, eta: 9:23:56, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.6344, top5_acc: 0.8688, loss_cls: 1.4989, loss: 1.4989 2020-06-18 12:37:27,468 - mmaction - INFO - Epoch [82][1600/3134] lr: 0.00010, eta: 9:23:44, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7969, loss_cls: 1.8982, loss: 1.8982 2020-06-18 12:37:39,091 - mmaction - INFO - Epoch [82][1620/3134] lr: 0.00010, eta: 9:23:32, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7875, loss_cls: 1.9830, loss: 1.9830 2020-06-18 12:37:50,791 - mmaction - INFO - Epoch [82][1640/3134] lr: 0.00010, eta: 9:23:20, time: 0.582, data_time: 0.000, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7937, loss_cls: 1.9758, loss: 1.9758 2020-06-18 12:38:02,389 - mmaction - INFO - Epoch [82][1660/3134] lr: 0.00010, eta: 9:23:09, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7969, loss_cls: 1.9598, loss: 1.9598 2020-06-18 12:38:14,042 - mmaction - INFO - Epoch [82][1680/3134] lr: 0.00010, eta: 9:22:57, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7875, loss_cls: 2.0324, loss: 2.0324 2020-06-18 12:38:25,649 - mmaction - INFO - Epoch [82][1700/3134] lr: 0.00010, eta: 9:22:45, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7469, loss_cls: 2.0433, loss: 2.0433 2020-06-18 12:38:37,304 - mmaction - INFO - Epoch [82][1720/3134] lr: 0.00010, eta: 9:22:34, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7688, loss_cls: 1.9780, loss: 1.9780 2020-06-18 12:38:48,968 - mmaction - INFO - Epoch [82][1740/3134] lr: 0.00010, eta: 9:22:22, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7937, loss_cls: 2.0124, loss: 2.0124 2020-06-18 12:39:00,666 - mmaction - INFO - Epoch [82][1760/3134] lr: 0.00010, eta: 9:22:10, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7937, loss_cls: 1.8749, loss: 1.8749 2020-06-18 12:39:12,346 - mmaction - INFO - Epoch [82][1780/3134] lr: 0.00010, eta: 9:21:59, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7812, loss_cls: 2.0027, loss: 2.0027 2020-06-18 12:39:24,033 - mmaction - INFO - Epoch [82][1800/3134] lr: 0.00010, eta: 9:21:47, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4844, top5_acc: 0.8156, loss_cls: 1.9737, loss: 1.9737 2020-06-18 12:39:35,658 - mmaction - INFO - Epoch [82][1820/3134] lr: 0.00010, eta: 9:21:35, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5687, top5_acc: 0.8094, loss_cls: 1.8275, loss: 1.8275 2020-06-18 12:39:47,286 - mmaction - INFO - Epoch [82][1840/3134] lr: 0.00010, eta: 9:21:24, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 2.0872, loss: 2.0872 2020-06-18 12:39:58,966 - mmaction - INFO - Epoch [82][1860/3134] lr: 0.00010, eta: 9:21:12, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7969, loss_cls: 1.8521, loss: 1.8521 2020-06-18 12:40:10,646 - mmaction - INFO - Epoch [82][1880/3134] lr: 0.00010, eta: 9:21:00, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7781, loss_cls: 1.8941, loss: 1.8941 2020-06-18 12:40:22,301 - mmaction - INFO - Epoch [82][1900/3134] lr: 0.00010, eta: 9:20:49, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7656, loss_cls: 2.0770, loss: 2.0770 2020-06-18 12:40:33,890 - mmaction - INFO - Epoch [82][1920/3134] lr: 0.00010, eta: 9:20:37, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7875, loss_cls: 1.9331, loss: 1.9331 2020-06-18 12:40:45,511 - mmaction - INFO - Epoch [82][1940/3134] lr: 0.00010, eta: 9:20:25, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7812, loss_cls: 1.9378, loss: 1.9378 2020-06-18 12:40:57,091 - mmaction - INFO - Epoch [82][1960/3134] lr: 0.00010, eta: 9:20:14, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5469, top5_acc: 0.8156, loss_cls: 1.7816, loss: 1.7816 2020-06-18 12:41:08,672 - mmaction - INFO - Epoch [82][1980/3134] lr: 0.00010, eta: 9:20:02, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7906, loss_cls: 1.8672, loss: 1.8672 2020-06-18 12:41:20,300 - mmaction - INFO - Epoch [82][2000/3134] lr: 0.00010, eta: 9:19:50, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7531, loss_cls: 2.1383, loss: 2.1383 2020-06-18 12:41:31,906 - mmaction - INFO - Epoch [82][2020/3134] lr: 0.00010, eta: 9:19:38, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7750, loss_cls: 1.9755, loss: 1.9755 2020-06-18 12:41:43,459 - mmaction - INFO - Epoch [82][2040/3134] lr: 0.00010, eta: 9:19:27, time: 0.576, data_time: 0.000, memory: 8339, top1_acc: 0.5687, top5_acc: 0.7969, loss_cls: 1.8341, loss: 1.8341 2020-06-18 12:41:55,051 - mmaction - INFO - Epoch [82][2060/3134] lr: 0.00010, eta: 9:19:15, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7469, loss_cls: 2.1837, loss: 2.1837 2020-06-18 12:42:06,692 - mmaction - INFO - Epoch [82][2080/3134] lr: 0.00010, eta: 9:19:03, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7812, loss_cls: 2.0120, loss: 2.0120 2020-06-18 12:42:18,268 - mmaction - INFO - Epoch [82][2100/3134] lr: 0.00010, eta: 9:18:52, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7750, loss_cls: 1.8868, loss: 1.8868 2020-06-18 12:42:29,890 - mmaction - INFO - Epoch [82][2120/3134] lr: 0.00010, eta: 9:18:40, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7531, loss_cls: 2.0847, loss: 2.0847 2020-06-18 12:42:41,514 - mmaction - INFO - Epoch [82][2140/3134] lr: 0.00010, eta: 9:18:28, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7594, loss_cls: 2.0544, loss: 2.0544 2020-06-18 12:42:53,152 - mmaction - INFO - Epoch [82][2160/3134] lr: 0.00010, eta: 9:18:17, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7812, loss_cls: 1.9786, loss: 1.9786 2020-06-18 12:43:04,765 - mmaction - INFO - Epoch [82][2180/3134] lr: 0.00010, eta: 9:18:05, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7438, loss_cls: 2.0640, loss: 2.0640 2020-06-18 12:43:16,461 - mmaction - INFO - Epoch [82][2200/3134] lr: 0.00010, eta: 9:17:53, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7812, loss_cls: 1.9833, loss: 1.9833 2020-06-18 12:43:28,144 - mmaction - INFO - Epoch [82][2220/3134] lr: 0.00010, eta: 9:17:42, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7969, loss_cls: 1.8961, loss: 1.8961 2020-06-18 12:43:39,855 - mmaction - INFO - Epoch [82][2240/3134] lr: 0.00010, eta: 9:17:30, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7781, loss_cls: 1.9753, loss: 1.9753 2020-06-18 12:43:51,463 - mmaction - INFO - Epoch [82][2260/3134] lr: 0.00010, eta: 9:17:18, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5188, top5_acc: 0.8031, loss_cls: 1.9021, loss: 1.9021 2020-06-18 12:44:03,098 - mmaction - INFO - Epoch [82][2280/3134] lr: 0.00010, eta: 9:17:07, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5844, top5_acc: 0.8438, loss_cls: 1.7319, loss: 1.7319 2020-06-18 12:44:14,731 - mmaction - INFO - Epoch [82][2300/3134] lr: 0.00010, eta: 9:16:55, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7781, loss_cls: 1.9249, loss: 1.9249 2020-06-18 12:44:26,286 - mmaction - INFO - Epoch [82][2320/3134] lr: 0.00010, eta: 9:16:43, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7719, loss_cls: 1.9731, loss: 1.9731 2020-06-18 12:44:37,919 - mmaction - INFO - Epoch [82][2340/3134] lr: 0.00010, eta: 9:16:32, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5344, top5_acc: 0.8063, loss_cls: 1.8693, loss: 1.8693 2020-06-18 12:44:49,621 - mmaction - INFO - Epoch [82][2360/3134] lr: 0.00010, eta: 9:16:20, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7719, loss_cls: 2.0425, loss: 2.0425 2020-06-18 12:45:01,197 - mmaction - INFO - Epoch [82][2380/3134] lr: 0.00010, eta: 9:16:08, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5281, top5_acc: 0.8031, loss_cls: 1.8987, loss: 1.8987 2020-06-18 12:45:12,876 - mmaction - INFO - Epoch [82][2400/3134] lr: 0.00010, eta: 9:15:56, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7781, loss_cls: 2.0396, loss: 2.0396 2020-06-18 12:45:24,539 - mmaction - INFO - Epoch [82][2420/3134] lr: 0.00010, eta: 9:15:45, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7719, loss_cls: 1.9033, loss: 1.9033 2020-06-18 12:45:36,128 - mmaction - INFO - Epoch [82][2440/3134] lr: 0.00010, eta: 9:15:33, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7406, loss_cls: 2.2457, loss: 2.2457 2020-06-18 12:45:47,798 - mmaction - INFO - Epoch [82][2460/3134] lr: 0.00010, eta: 9:15:21, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7969, loss_cls: 2.0003, loss: 2.0003 2020-06-18 12:45:59,435 - mmaction - INFO - Epoch [82][2480/3134] lr: 0.00010, eta: 9:15:10, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7656, loss_cls: 1.9907, loss: 1.9907 2020-06-18 12:46:11,066 - mmaction - INFO - Epoch [82][2500/3134] lr: 0.00010, eta: 9:14:58, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7250, loss_cls: 2.2114, loss: 2.2114 2020-06-18 12:46:22,669 - mmaction - INFO - Epoch [82][2520/3134] lr: 0.00010, eta: 9:14:46, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7875, loss_cls: 1.9989, loss: 1.9989 2020-06-18 12:46:34,351 - mmaction - INFO - Epoch [82][2540/3134] lr: 0.00010, eta: 9:14:35, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5469, top5_acc: 0.8156, loss_cls: 1.8513, loss: 1.8513 2020-06-18 12:46:45,936 - mmaction - INFO - Epoch [82][2560/3134] lr: 0.00010, eta: 9:14:23, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.5719, top5_acc: 0.8187, loss_cls: 1.8041, loss: 1.8041 2020-06-18 12:46:57,561 - mmaction - INFO - Epoch [82][2580/3134] lr: 0.00010, eta: 9:14:11, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5813, top5_acc: 0.8375, loss_cls: 1.7642, loss: 1.7642 2020-06-18 12:47:09,209 - mmaction - INFO - Epoch [82][2600/3134] lr: 0.00010, eta: 9:14:00, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7812, loss_cls: 1.8736, loss: 1.8736 2020-06-18 12:47:20,864 - mmaction - INFO - Epoch [82][2620/3134] lr: 0.00010, eta: 9:13:48, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7688, loss_cls: 1.9945, loss: 1.9945 2020-06-18 12:47:32,450 - mmaction - INFO - Epoch [82][2640/3134] lr: 0.00010, eta: 9:13:36, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7750, loss_cls: 1.9422, loss: 1.9422 2020-06-18 12:47:44,152 - mmaction - INFO - Epoch [82][2660/3134] lr: 0.00010, eta: 9:13:25, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7500, loss_cls: 2.0260, loss: 2.0260 2020-06-18 12:47:55,838 - mmaction - INFO - Epoch [82][2680/3134] lr: 0.00010, eta: 9:13:13, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7812, loss_cls: 2.0260, loss: 2.0260 2020-06-18 12:48:07,420 - mmaction - INFO - Epoch [82][2700/3134] lr: 0.00010, eta: 9:13:01, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7344, loss_cls: 2.1024, loss: 2.1024 2020-06-18 12:48:19,087 - mmaction - INFO - Epoch [82][2720/3134] lr: 0.00010, eta: 9:12:50, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5938, top5_acc: 0.8219, loss_cls: 1.6890, loss: 1.6890 2020-06-18 12:48:30,681 - mmaction - INFO - Epoch [82][2740/3134] lr: 0.00010, eta: 9:12:38, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5687, top5_acc: 0.7969, loss_cls: 1.6980, loss: 1.6980 2020-06-18 12:48:42,301 - mmaction - INFO - Epoch [82][2760/3134] lr: 0.00010, eta: 9:12:26, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7469, loss_cls: 2.1821, loss: 2.1821 2020-06-18 12:48:53,930 - mmaction - INFO - Epoch [82][2780/3134] lr: 0.00010, eta: 9:12:15, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7281, loss_cls: 2.2170, loss: 2.2170 2020-06-18 12:49:05,564 - mmaction - INFO - Epoch [82][2800/3134] lr: 0.00010, eta: 9:12:03, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5500, top5_acc: 0.8094, loss_cls: 1.8228, loss: 1.8228 2020-06-18 12:49:17,193 - mmaction - INFO - Epoch [82][2820/3134] lr: 0.00010, eta: 9:11:51, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7656, loss_cls: 2.0479, loss: 2.0479 2020-06-18 12:49:28,782 - mmaction - INFO - Epoch [82][2840/3134] lr: 0.00010, eta: 9:11:39, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5312, top5_acc: 0.8094, loss_cls: 1.9658, loss: 1.9658 2020-06-18 12:49:40,413 - mmaction - INFO - Epoch [82][2860/3134] lr: 0.00010, eta: 9:11:28, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7500, loss_cls: 2.1139, loss: 2.1139 2020-06-18 12:49:52,087 - mmaction - INFO - Epoch [82][2880/3134] lr: 0.00010, eta: 9:11:16, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5469, top5_acc: 0.8031, loss_cls: 1.9797, loss: 1.9797 2020-06-18 12:50:03,795 - mmaction - INFO - Epoch [82][2900/3134] lr: 0.00010, eta: 9:11:04, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7625, loss_cls: 2.0121, loss: 2.0121 2020-06-18 12:50:15,481 - mmaction - INFO - Epoch [82][2920/3134] lr: 0.00010, eta: 9:10:53, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.5906, top5_acc: 0.8031, loss_cls: 1.7572, loss: 1.7572 2020-06-18 12:50:27,131 - mmaction - INFO - Epoch [82][2940/3134] lr: 0.00010, eta: 9:10:41, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7937, loss_cls: 1.7554, loss: 1.7554 2020-06-18 12:50:38,705 - mmaction - INFO - Epoch [82][2960/3134] lr: 0.00010, eta: 9:10:29, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7688, loss_cls: 2.0581, loss: 2.0581 2020-06-18 12:50:50,288 - mmaction - INFO - Epoch [82][2980/3134] lr: 0.00010, eta: 9:10:18, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7656, loss_cls: 2.1665, loss: 2.1665 2020-06-18 12:51:01,900 - mmaction - INFO - Epoch [82][3000/3134] lr: 0.00010, eta: 9:10:06, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5875, top5_acc: 0.8125, loss_cls: 1.7218, loss: 1.7218 2020-06-18 12:51:13,511 - mmaction - INFO - Epoch [82][3020/3134] lr: 0.00010, eta: 9:09:54, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5469, top5_acc: 0.8031, loss_cls: 1.8988, loss: 1.8988 2020-06-18 12:51:25,175 - mmaction - INFO - Epoch [82][3040/3134] lr: 0.00010, eta: 9:09:43, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5531, top5_acc: 0.8031, loss_cls: 1.9893, loss: 1.9893 2020-06-18 12:51:36,695 - mmaction - INFO - Epoch [82][3060/3134] lr: 0.00010, eta: 9:09:31, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7812, loss_cls: 1.9603, loss: 1.9603 2020-06-18 12:51:48,334 - mmaction - INFO - Epoch [82][3080/3134] lr: 0.00010, eta: 9:09:19, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.4938, top5_acc: 0.8000, loss_cls: 1.9633, loss: 1.9633 2020-06-18 12:51:59,921 - mmaction - INFO - Epoch [82][3100/3134] lr: 0.00010, eta: 9:09:08, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7812, loss_cls: 1.8693, loss: 1.8693 2020-06-18 12:52:11,531 - mmaction - INFO - Epoch [82][3120/3134] lr: 0.00010, eta: 9:08:56, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7688, loss_cls: 2.0784, loss: 2.0784 2020-06-18 12:52:46,641 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-18 12:52:47,898 - mmaction - INFO - top1_acc 0.2824 top5_acc 0.5303 2020-06-18 12:52:47,914 - mmaction - INFO - Epoch [82][3134/3134] lr: 0.00010, top1_acc: 0.2824, top5_acc: 0.5303 2020-06-18 12:53:03,144 - mmaction - INFO - Epoch [83][20/3134] lr: 0.00010, eta: 9:08:35, time: 0.759, data_time: 0.184, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7906, loss_cls: 1.9433, loss: 1.9433 2020-06-18 12:53:14,841 - mmaction - INFO - Epoch [83][40/3134] lr: 0.00010, eta: 9:08:23, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7625, loss_cls: 2.0602, loss: 2.0602 2020-06-18 12:53:26,417 - mmaction - INFO - Epoch [83][60/3134] lr: 0.00010, eta: 9:08:12, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7688, loss_cls: 1.9666, loss: 1.9666 2020-06-18 12:53:38,063 - mmaction - INFO - Epoch [83][80/3134] lr: 0.00010, eta: 9:08:00, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7656, loss_cls: 2.0512, loss: 2.0512 2020-06-18 12:53:49,746 - mmaction - INFO - Epoch [83][100/3134] lr: 0.00010, eta: 9:07:48, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7625, loss_cls: 1.9831, loss: 1.9831 2020-06-18 12:54:01,347 - mmaction - INFO - Epoch [83][120/3134] lr: 0.00010, eta: 9:07:37, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7531, loss_cls: 1.9929, loss: 1.9929 2020-06-18 12:54:13,014 - mmaction - INFO - Epoch [83][140/3134] lr: 0.00010, eta: 9:07:25, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7656, loss_cls: 2.0186, loss: 2.0186 2020-06-18 12:54:24,619 - mmaction - INFO - Epoch [83][160/3134] lr: 0.00010, eta: 9:07:13, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5844, top5_acc: 0.7937, loss_cls: 1.8394, loss: 1.8394 2020-06-18 12:54:36,346 - mmaction - INFO - Epoch [83][180/3134] lr: 0.00010, eta: 9:07:02, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.5625, top5_acc: 0.8125, loss_cls: 1.8028, loss: 1.8028 2020-06-18 12:54:47,962 - mmaction - INFO - Epoch [83][200/3134] lr: 0.00010, eta: 9:06:50, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5844, top5_acc: 0.7844, loss_cls: 1.8967, loss: 1.8967 2020-06-18 12:54:59,665 - mmaction - INFO - Epoch [83][220/3134] lr: 0.00010, eta: 9:06:38, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7719, loss_cls: 1.8701, loss: 1.8701 2020-06-18 12:55:11,416 - mmaction - INFO - Epoch [83][240/3134] lr: 0.00010, eta: 9:06:27, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7750, loss_cls: 2.0307, loss: 2.0307 2020-06-18 12:55:23,316 - mmaction - INFO - Epoch [83][260/3134] lr: 0.00010, eta: 9:06:15, time: 0.595, data_time: 0.016, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7500, loss_cls: 1.9360, loss: 1.9360 2020-06-18 12:55:34,937 - mmaction - INFO - Epoch [83][280/3134] lr: 0.00010, eta: 9:06:03, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7094, loss_cls: 2.2199, loss: 2.2199 2020-06-18 12:55:46,598 - mmaction - INFO - Epoch [83][300/3134] lr: 0.00010, eta: 9:05:52, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.5469, top5_acc: 0.8125, loss_cls: 1.8251, loss: 1.8251 2020-06-18 12:55:58,198 - mmaction - INFO - Epoch [83][320/3134] lr: 0.00010, eta: 9:05:40, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7438, loss_cls: 2.1169, loss: 2.1169 2020-06-18 12:56:09,965 - mmaction - INFO - Epoch [83][340/3134] lr: 0.00010, eta: 9:05:28, time: 0.588, data_time: 0.002, memory: 8339, top1_acc: 0.6156, top5_acc: 0.8344, loss_cls: 1.6539, loss: 1.6539 2020-06-18 12:56:21,606 - mmaction - INFO - Epoch [83][360/3134] lr: 0.00010, eta: 9:05:17, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5875, top5_acc: 0.8156, loss_cls: 1.7987, loss: 1.7987 2020-06-18 12:56:33,287 - mmaction - INFO - Epoch [83][380/3134] lr: 0.00010, eta: 9:05:05, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7750, loss_cls: 2.0138, loss: 2.0138 2020-06-18 12:56:44,929 - mmaction - INFO - Epoch [83][400/3134] lr: 0.00010, eta: 9:04:53, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7750, loss_cls: 1.9607, loss: 1.9607 2020-06-18 12:56:56,572 - mmaction - INFO - Epoch [83][420/3134] lr: 0.00010, eta: 9:04:42, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7531, loss_cls: 2.0608, loss: 2.0608 2020-06-18 12:57:08,296 - mmaction - INFO - Epoch [83][440/3134] lr: 0.00010, eta: 9:04:30, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7469, loss_cls: 2.0907, loss: 2.0907 2020-06-18 12:57:19,986 - mmaction - INFO - Epoch [83][460/3134] lr: 0.00010, eta: 9:04:18, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7656, loss_cls: 1.9914, loss: 1.9914 2020-06-18 12:57:31,670 - mmaction - INFO - Epoch [83][480/3134] lr: 0.00010, eta: 9:04:06, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7625, loss_cls: 1.9619, loss: 1.9619 2020-06-18 12:57:43,334 - mmaction - INFO - Epoch [83][500/3134] lr: 0.00010, eta: 9:03:55, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7937, loss_cls: 1.9076, loss: 1.9076 2020-06-18 12:57:55,055 - mmaction - INFO - Epoch [83][520/3134] lr: 0.00010, eta: 9:03:43, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.6094, top5_acc: 0.8219, loss_cls: 1.5624, loss: 1.5624 2020-06-18 12:58:06,675 - mmaction - INFO - Epoch [83][540/3134] lr: 0.00010, eta: 9:03:31, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5687, top5_acc: 0.8000, loss_cls: 1.8483, loss: 1.8483 2020-06-18 12:58:18,306 - mmaction - INFO - Epoch [83][560/3134] lr: 0.00010, eta: 9:03:20, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5250, top5_acc: 0.8125, loss_cls: 1.9032, loss: 1.9032 2020-06-18 12:58:30,032 - mmaction - INFO - Epoch [83][580/3134] lr: 0.00010, eta: 9:03:08, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7719, loss_cls: 1.9225, loss: 1.9225 2020-06-18 12:58:41,640 - mmaction - INFO - Epoch [83][600/3134] lr: 0.00010, eta: 9:02:56, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7906, loss_cls: 2.0762, loss: 2.0762 2020-06-18 12:58:53,281 - mmaction - INFO - Epoch [83][620/3134] lr: 0.00010, eta: 9:02:45, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7688, loss_cls: 2.0284, loss: 2.0284 2020-06-18 12:59:04,967 - mmaction - INFO - Epoch [83][640/3134] lr: 0.00010, eta: 9:02:33, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7937, loss_cls: 1.9160, loss: 1.9160 2020-06-18 12:59:16,706 - mmaction - INFO - Epoch [83][660/3134] lr: 0.00010, eta: 9:02:21, time: 0.589, data_time: 0.002, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7750, loss_cls: 2.0361, loss: 2.0361 2020-06-18 12:59:28,407 - mmaction - INFO - Epoch [83][680/3134] lr: 0.00010, eta: 9:02:10, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.5312, top5_acc: 0.8031, loss_cls: 1.8505, loss: 1.8505 2020-06-18 12:59:40,146 - mmaction - INFO - Epoch [83][700/3134] lr: 0.00010, eta: 9:01:58, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7656, loss_cls: 1.8987, loss: 1.8987 2020-06-18 12:59:51,759 - mmaction - INFO - Epoch [83][720/3134] lr: 0.00010, eta: 9:01:46, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7688, loss_cls: 2.2120, loss: 2.2120 2020-06-18 13:00:03,366 - mmaction - INFO - Epoch [83][740/3134] lr: 0.00010, eta: 9:01:35, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7750, loss_cls: 2.1133, loss: 2.1133 2020-06-18 13:00:15,871 - mmaction - INFO - Epoch [83][760/3134] lr: 0.00010, eta: 9:01:23, time: 0.616, data_time: 0.002, memory: 8339, top1_acc: 0.5563, top5_acc: 0.8094, loss_cls: 1.8365, loss: 1.8365 2020-06-18 13:00:27,824 - mmaction - INFO - Epoch [83][780/3134] lr: 0.00010, eta: 9:01:12, time: 0.605, data_time: 0.013, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7812, loss_cls: 2.0112, loss: 2.0112 2020-06-18 13:00:39,499 - mmaction - INFO - Epoch [83][800/3134] lr: 0.00010, eta: 9:01:00, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5938, top5_acc: 0.8031, loss_cls: 1.8137, loss: 1.8137 2020-06-18 13:00:51,213 - mmaction - INFO - Epoch [83][820/3134] lr: 0.00010, eta: 9:00:48, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.5750, top5_acc: 0.8187, loss_cls: 1.7396, loss: 1.7396 2020-06-18 13:01:02,852 - mmaction - INFO - Epoch [83][840/3134] lr: 0.00010, eta: 9:00:37, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5469, top5_acc: 0.8156, loss_cls: 1.8060, loss: 1.8060 2020-06-18 13:01:14,529 - mmaction - INFO - Epoch [83][860/3134] lr: 0.00010, eta: 9:00:25, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5375, top5_acc: 0.8063, loss_cls: 1.9337, loss: 1.9337 2020-06-18 13:01:26,186 - mmaction - INFO - Epoch [83][880/3134] lr: 0.00010, eta: 9:00:13, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7781, loss_cls: 1.9894, loss: 1.9894 2020-06-18 13:01:37,796 - mmaction - INFO - Epoch [83][900/3134] lr: 0.00010, eta: 9:00:02, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7531, loss_cls: 2.0053, loss: 2.0053 2020-06-18 13:01:49,433 - mmaction - INFO - Epoch [83][920/3134] lr: 0.00010, eta: 8:59:50, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.5813, top5_acc: 0.8063, loss_cls: 1.8073, loss: 1.8073 2020-06-18 13:02:01,070 - mmaction - INFO - Epoch [83][940/3134] lr: 0.00010, eta: 8:59:38, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7719, loss_cls: 2.0150, loss: 2.0150 2020-06-18 13:02:12,795 - mmaction - INFO - Epoch [83][960/3134] lr: 0.00010, eta: 8:59:27, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7438, loss_cls: 2.1117, loss: 2.1117 2020-06-18 13:02:24,439 - mmaction - INFO - Epoch [83][980/3134] lr: 0.00010, eta: 8:59:15, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7844, loss_cls: 2.0034, loss: 2.0034 2020-06-18 13:02:36,132 - mmaction - INFO - Epoch [83][1000/3134] lr: 0.00010, eta: 8:59:03, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7469, loss_cls: 2.0972, loss: 2.0972 2020-06-18 13:02:47,702 - mmaction - INFO - Epoch [83][1020/3134] lr: 0.00010, eta: 8:58:51, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5719, top5_acc: 0.7969, loss_cls: 1.8387, loss: 1.8387 2020-06-18 13:02:59,286 - mmaction - INFO - Epoch [83][1040/3134] lr: 0.00010, eta: 8:58:40, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5813, top5_acc: 0.7937, loss_cls: 1.8028, loss: 1.8028 2020-06-18 13:03:10,952 - mmaction - INFO - Epoch [83][1060/3134] lr: 0.00010, eta: 8:58:28, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7594, loss_cls: 1.9704, loss: 1.9704 2020-06-18 13:03:22,590 - mmaction - INFO - Epoch [83][1080/3134] lr: 0.00010, eta: 8:58:16, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5281, top5_acc: 0.8063, loss_cls: 1.9092, loss: 1.9092 2020-06-18 13:03:34,259 - mmaction - INFO - Epoch [83][1100/3134] lr: 0.00010, eta: 8:58:05, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7812, loss_cls: 1.8955, loss: 1.8955 2020-06-18 13:03:45,928 - mmaction - INFO - Epoch [83][1120/3134] lr: 0.00010, eta: 8:57:53, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7406, loss_cls: 2.1945, loss: 2.1945 2020-06-18 13:03:57,571 - mmaction - INFO - Epoch [83][1140/3134] lr: 0.00010, eta: 8:57:41, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7969, loss_cls: 1.8859, loss: 1.8859 2020-06-18 13:04:09,149 - mmaction - INFO - Epoch [83][1160/3134] lr: 0.00010, eta: 8:57:30, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7844, loss_cls: 1.9807, loss: 1.9807 2020-06-18 13:04:20,765 - mmaction - INFO - Epoch [83][1180/3134] lr: 0.00010, eta: 8:57:18, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4594, top5_acc: 0.7781, loss_cls: 2.1481, loss: 2.1481 2020-06-18 13:04:32,362 - mmaction - INFO - Epoch [83][1200/3134] lr: 0.00010, eta: 8:57:06, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5594, top5_acc: 0.8000, loss_cls: 1.8716, loss: 1.8716 2020-06-18 13:04:44,042 - mmaction - INFO - Epoch [83][1220/3134] lr: 0.00010, eta: 8:56:55, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5531, top5_acc: 0.8187, loss_cls: 1.8654, loss: 1.8654 2020-06-18 13:04:55,663 - mmaction - INFO - Epoch [83][1240/3134] lr: 0.00010, eta: 8:56:43, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5469, top5_acc: 0.8000, loss_cls: 1.9261, loss: 1.9261 2020-06-18 13:05:07,306 - mmaction - INFO - Epoch [83][1260/3134] lr: 0.00010, eta: 8:56:31, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5469, top5_acc: 0.8156, loss_cls: 1.8135, loss: 1.8135 2020-06-18 13:05:18,924 - mmaction - INFO - Epoch [83][1280/3134] lr: 0.00010, eta: 8:56:20, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5188, top5_acc: 0.8031, loss_cls: 2.0126, loss: 2.0126 2020-06-18 13:05:30,535 - mmaction - INFO - Epoch [83][1300/3134] lr: 0.00010, eta: 8:56:08, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5813, top5_acc: 0.8031, loss_cls: 1.8070, loss: 1.8070 2020-06-18 13:05:42,231 - mmaction - INFO - Epoch [83][1320/3134] lr: 0.00010, eta: 8:55:56, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7688, loss_cls: 2.0417, loss: 2.0417 2020-06-18 13:05:53,896 - mmaction - INFO - Epoch [83][1340/3134] lr: 0.00010, eta: 8:55:45, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.5938, top5_acc: 0.8313, loss_cls: 1.6446, loss: 1.6446 2020-06-18 13:06:05,473 - mmaction - INFO - Epoch [83][1360/3134] lr: 0.00010, eta: 8:55:33, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7594, loss_cls: 2.0149, loss: 2.0149 2020-06-18 13:06:17,237 - mmaction - INFO - Epoch [83][1380/3134] lr: 0.00010, eta: 8:55:21, time: 0.589, data_time: 0.004, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7594, loss_cls: 2.1662, loss: 2.1662 2020-06-18 13:06:28,911 - mmaction - INFO - Epoch [83][1400/3134] lr: 0.00010, eta: 8:55:10, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.5625, top5_acc: 0.8063, loss_cls: 1.7999, loss: 1.7999 2020-06-18 13:06:40,500 - mmaction - INFO - Epoch [83][1420/3134] lr: 0.00010, eta: 8:54:58, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7906, loss_cls: 2.0209, loss: 2.0209 2020-06-18 13:06:52,210 - mmaction - INFO - Epoch [83][1440/3134] lr: 0.00010, eta: 8:54:46, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7875, loss_cls: 1.9327, loss: 1.9327 2020-06-18 13:07:03,788 - mmaction - INFO - Epoch [83][1460/3134] lr: 0.00010, eta: 8:54:35, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7500, loss_cls: 2.0250, loss: 2.0250 2020-06-18 13:07:15,441 - mmaction - INFO - Epoch [83][1480/3134] lr: 0.00010, eta: 8:54:23, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7719, loss_cls: 1.9631, loss: 1.9631 2020-06-18 13:07:27,159 - mmaction - INFO - Epoch [83][1500/3134] lr: 0.00010, eta: 8:54:11, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7656, loss_cls: 2.0190, loss: 2.0190 2020-06-18 13:07:38,765 - mmaction - INFO - Epoch [83][1520/3134] lr: 0.00010, eta: 8:53:59, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7937, loss_cls: 1.9086, loss: 1.9086 2020-06-18 13:07:50,407 - mmaction - INFO - Epoch [83][1540/3134] lr: 0.00010, eta: 8:53:48, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7562, loss_cls: 2.0133, loss: 2.0133 2020-06-18 13:08:01,983 - mmaction - INFO - Epoch [83][1560/3134] lr: 0.00010, eta: 8:53:36, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7844, loss_cls: 1.9282, loss: 1.9282 2020-06-18 13:08:13,595 - mmaction - INFO - Epoch [83][1580/3134] lr: 0.00010, eta: 8:53:24, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7656, loss_cls: 1.9705, loss: 1.9705 2020-06-18 13:08:25,222 - mmaction - INFO - Epoch [83][1600/3134] lr: 0.00010, eta: 8:53:13, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.6188, top5_acc: 0.7937, loss_cls: 1.7773, loss: 1.7773 2020-06-18 13:08:36,831 - mmaction - INFO - Epoch [83][1620/3134] lr: 0.00010, eta: 8:53:01, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7844, loss_cls: 1.9678, loss: 1.9678 2020-06-18 13:08:48,471 - mmaction - INFO - Epoch [83][1640/3134] lr: 0.00010, eta: 8:52:49, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7844, loss_cls: 1.8409, loss: 1.8409 2020-06-18 13:09:00,062 - mmaction - INFO - Epoch [83][1660/3134] lr: 0.00010, eta: 8:52:38, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7500, loss_cls: 2.0148, loss: 2.0148 2020-06-18 13:09:11,704 - mmaction - INFO - Epoch [83][1680/3134] lr: 0.00010, eta: 8:52:26, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7719, loss_cls: 1.9027, loss: 1.9027 2020-06-18 13:09:23,342 - mmaction - INFO - Epoch [83][1700/3134] lr: 0.00010, eta: 8:52:14, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7906, loss_cls: 1.8643, loss: 1.8643 2020-06-18 13:09:35,070 - mmaction - INFO - Epoch [83][1720/3134] lr: 0.00010, eta: 8:52:03, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7875, loss_cls: 1.9112, loss: 1.9112 2020-06-18 13:09:46,772 - mmaction - INFO - Epoch [83][1740/3134] lr: 0.00010, eta: 8:51:51, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7469, loss_cls: 1.9575, loss: 1.9575 2020-06-18 13:09:58,415 - mmaction - INFO - Epoch [83][1760/3134] lr: 0.00010, eta: 8:51:39, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7625, loss_cls: 1.9912, loss: 1.9912 2020-06-18 13:10:10,047 - mmaction - INFO - Epoch [83][1780/3134] lr: 0.00010, eta: 8:51:28, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7781, loss_cls: 1.9864, loss: 1.9864 2020-06-18 13:10:21,677 - mmaction - INFO - Epoch [83][1800/3134] lr: 0.00010, eta: 8:51:16, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5687, top5_acc: 0.7875, loss_cls: 1.9155, loss: 1.9155 2020-06-18 13:10:33,316 - mmaction - INFO - Epoch [83][1820/3134] lr: 0.00010, eta: 8:51:04, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7750, loss_cls: 2.0352, loss: 2.0352 2020-06-18 13:10:44,884 - mmaction - INFO - Epoch [83][1840/3134] lr: 0.00010, eta: 8:50:53, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7875, loss_cls: 1.9403, loss: 1.9403 2020-06-18 13:10:56,512 - mmaction - INFO - Epoch [83][1860/3134] lr: 0.00010, eta: 8:50:41, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7937, loss_cls: 1.9272, loss: 1.9272 2020-06-18 13:11:08,107 - mmaction - INFO - Epoch [83][1880/3134] lr: 0.00010, eta: 8:50:29, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5750, top5_acc: 0.8281, loss_cls: 1.8012, loss: 1.8012 2020-06-18 13:11:19,822 - mmaction - INFO - Epoch [83][1900/3134] lr: 0.00010, eta: 8:50:18, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.5625, top5_acc: 0.8000, loss_cls: 1.8314, loss: 1.8314 2020-06-18 13:11:31,554 - mmaction - INFO - Epoch [83][1920/3134] lr: 0.00010, eta: 8:50:06, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7812, loss_cls: 1.9463, loss: 1.9463 2020-06-18 13:11:43,180 - mmaction - INFO - Epoch [83][1940/3134] lr: 0.00010, eta: 8:49:54, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5781, top5_acc: 0.7844, loss_cls: 1.8611, loss: 1.8611 2020-06-18 13:11:54,814 - mmaction - INFO - Epoch [83][1960/3134] lr: 0.00010, eta: 8:49:42, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5375, top5_acc: 0.8031, loss_cls: 1.7654, loss: 1.7654 2020-06-18 13:12:06,454 - mmaction - INFO - Epoch [83][1980/3134] lr: 0.00010, eta: 8:49:31, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7812, loss_cls: 1.9964, loss: 1.9964 2020-06-18 13:12:18,069 - mmaction - INFO - Epoch [83][2000/3134] lr: 0.00010, eta: 8:49:19, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7781, loss_cls: 2.0297, loss: 2.0297 2020-06-18 13:12:29,737 - mmaction - INFO - Epoch [83][2020/3134] lr: 0.00010, eta: 8:49:07, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5531, top5_acc: 0.8000, loss_cls: 1.8543, loss: 1.8543 2020-06-18 13:12:41,393 - mmaction - INFO - Epoch [83][2040/3134] lr: 0.00010, eta: 8:48:56, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7719, loss_cls: 1.9970, loss: 1.9970 2020-06-18 13:12:53,024 - mmaction - INFO - Epoch [83][2060/3134] lr: 0.00010, eta: 8:48:44, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7719, loss_cls: 1.9198, loss: 1.9198 2020-06-18 13:13:04,650 - mmaction - INFO - Epoch [83][2080/3134] lr: 0.00010, eta: 8:48:32, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5625, top5_acc: 0.8094, loss_cls: 1.8154, loss: 1.8154 2020-06-18 13:13:16,385 - mmaction - INFO - Epoch [83][2100/3134] lr: 0.00010, eta: 8:48:21, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7719, loss_cls: 1.9374, loss: 1.9374 2020-06-18 13:13:28,046 - mmaction - INFO - Epoch [83][2120/3134] lr: 0.00010, eta: 8:48:09, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7812, loss_cls: 1.9659, loss: 1.9659 2020-06-18 13:13:39,700 - mmaction - INFO - Epoch [83][2140/3134] lr: 0.00010, eta: 8:47:57, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7719, loss_cls: 2.0121, loss: 2.0121 2020-06-18 13:13:51,311 - mmaction - INFO - Epoch [83][2160/3134] lr: 0.00010, eta: 8:47:46, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7937, loss_cls: 1.9965, loss: 1.9965 2020-06-18 13:14:02,898 - mmaction - INFO - Epoch [83][2180/3134] lr: 0.00010, eta: 8:47:34, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7969, loss_cls: 1.9346, loss: 1.9346 2020-06-18 13:14:14,634 - mmaction - INFO - Epoch [83][2200/3134] lr: 0.00010, eta: 8:47:22, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.5437, top5_acc: 0.8094, loss_cls: 1.7894, loss: 1.7894 2020-06-18 13:14:26,269 - mmaction - INFO - Epoch [83][2220/3134] lr: 0.00010, eta: 8:47:11, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7875, loss_cls: 1.9120, loss: 1.9120 2020-06-18 13:14:37,918 - mmaction - INFO - Epoch [83][2240/3134] lr: 0.00010, eta: 8:46:59, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7719, loss_cls: 1.9337, loss: 1.9337 2020-06-18 13:14:49,533 - mmaction - INFO - Epoch [83][2260/3134] lr: 0.00010, eta: 8:46:47, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5750, top5_acc: 0.8125, loss_cls: 1.7931, loss: 1.7931 2020-06-18 13:15:01,208 - mmaction - INFO - Epoch [83][2280/3134] lr: 0.00010, eta: 8:46:36, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7625, loss_cls: 2.0943, loss: 2.0943 2020-06-18 13:15:12,837 - mmaction - INFO - Epoch [83][2300/3134] lr: 0.00010, eta: 8:46:24, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5594, top5_acc: 0.8063, loss_cls: 1.8021, loss: 1.8021 2020-06-18 13:15:24,801 - mmaction - INFO - Epoch [83][2320/3134] lr: 0.00010, eta: 8:46:12, time: 0.599, data_time: 0.001, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7594, loss_cls: 2.0979, loss: 2.0979 2020-06-18 13:15:36,472 - mmaction - INFO - Epoch [83][2340/3134] lr: 0.00010, eta: 8:46:01, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7719, loss_cls: 1.9790, loss: 1.9790 2020-06-18 13:15:48,153 - mmaction - INFO - Epoch [83][2360/3134] lr: 0.00010, eta: 8:45:49, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5750, top5_acc: 0.8125, loss_cls: 1.7962, loss: 1.7962 2020-06-18 13:15:59,711 - mmaction - INFO - Epoch [83][2380/3134] lr: 0.00010, eta: 8:45:37, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7812, loss_cls: 1.9134, loss: 1.9134 2020-06-18 13:16:11,371 - mmaction - INFO - Epoch [83][2400/3134] lr: 0.00010, eta: 8:45:26, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7937, loss_cls: 1.8268, loss: 1.8268 2020-06-18 13:16:22,990 - mmaction - INFO - Epoch [83][2420/3134] lr: 0.00010, eta: 8:45:14, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7219, loss_cls: 2.1507, loss: 2.1507 2020-06-18 13:16:34,587 - mmaction - INFO - Epoch [83][2440/3134] lr: 0.00010, eta: 8:45:02, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7719, loss_cls: 2.0680, loss: 2.0680 2020-06-18 13:16:46,193 - mmaction - INFO - Epoch [83][2460/3134] lr: 0.00010, eta: 8:44:51, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5625, top5_acc: 0.8094, loss_cls: 1.7798, loss: 1.7798 2020-06-18 13:16:57,809 - mmaction - INFO - Epoch [83][2480/3134] lr: 0.00010, eta: 8:44:39, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7906, loss_cls: 1.9103, loss: 1.9103 2020-06-18 13:17:09,451 - mmaction - INFO - Epoch [83][2500/3134] lr: 0.00010, eta: 8:44:27, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5813, top5_acc: 0.8000, loss_cls: 1.8579, loss: 1.8579 2020-06-18 13:17:21,003 - mmaction - INFO - Epoch [83][2520/3134] lr: 0.00010, eta: 8:44:15, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.5625, top5_acc: 0.8250, loss_cls: 1.9220, loss: 1.9220 2020-06-18 13:17:32,726 - mmaction - INFO - Epoch [83][2540/3134] lr: 0.00010, eta: 8:44:04, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5813, top5_acc: 0.8187, loss_cls: 1.6632, loss: 1.6632 2020-06-18 13:17:44,319 - mmaction - INFO - Epoch [83][2560/3134] lr: 0.00010, eta: 8:43:52, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7844, loss_cls: 2.0434, loss: 2.0434 2020-06-18 13:17:55,869 - mmaction - INFO - Epoch [83][2580/3134] lr: 0.00010, eta: 8:43:40, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.5375, top5_acc: 0.8219, loss_cls: 1.8335, loss: 1.8335 2020-06-18 13:18:07,501 - mmaction - INFO - Epoch [83][2600/3134] lr: 0.00010, eta: 8:43:29, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7906, loss_cls: 1.8964, loss: 1.8964 2020-06-18 13:18:19,095 - mmaction - INFO - Epoch [83][2620/3134] lr: 0.00010, eta: 8:43:17, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5312, top5_acc: 0.8063, loss_cls: 1.8824, loss: 1.8824 2020-06-18 13:18:30,718 - mmaction - INFO - Epoch [83][2640/3134] lr: 0.00010, eta: 8:43:05, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7281, loss_cls: 2.2492, loss: 2.2492 2020-06-18 13:18:42,411 - mmaction - INFO - Epoch [83][2660/3134] lr: 0.00010, eta: 8:42:54, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7625, loss_cls: 2.0581, loss: 2.0581 2020-06-18 13:18:54,086 - mmaction - INFO - Epoch [83][2680/3134] lr: 0.00010, eta: 8:42:42, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7937, loss_cls: 1.9980, loss: 1.9980 2020-06-18 13:19:05,671 - mmaction - INFO - Epoch [83][2700/3134] lr: 0.00010, eta: 8:42:30, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7750, loss_cls: 2.0028, loss: 2.0028 2020-06-18 13:19:17,307 - mmaction - INFO - Epoch [83][2720/3134] lr: 0.00010, eta: 8:42:19, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7906, loss_cls: 1.9584, loss: 1.9584 2020-06-18 13:19:28,901 - mmaction - INFO - Epoch [83][2740/3134] lr: 0.00010, eta: 8:42:07, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.6000, top5_acc: 0.8094, loss_cls: 1.8008, loss: 1.8008 2020-06-18 13:19:40,548 - mmaction - INFO - Epoch [83][2760/3134] lr: 0.00010, eta: 8:41:55, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7656, loss_cls: 2.0189, loss: 2.0189 2020-06-18 13:19:52,172 - mmaction - INFO - Epoch [83][2780/3134] lr: 0.00010, eta: 8:41:44, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7469, loss_cls: 2.0444, loss: 2.0444 2020-06-18 13:20:03,824 - mmaction - INFO - Epoch [83][2800/3134] lr: 0.00010, eta: 8:41:32, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7656, loss_cls: 1.9510, loss: 1.9510 2020-06-18 13:20:15,385 - mmaction - INFO - Epoch [83][2820/3134] lr: 0.00010, eta: 8:41:20, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7625, loss_cls: 2.0951, loss: 2.0951 2020-06-18 13:20:27,076 - mmaction - INFO - Epoch [83][2840/3134] lr: 0.00010, eta: 8:41:09, time: 0.585, data_time: 0.000, memory: 8339, top1_acc: 0.5781, top5_acc: 0.8063, loss_cls: 1.7055, loss: 1.7055 2020-06-18 13:20:38,600 - mmaction - INFO - Epoch [83][2860/3134] lr: 0.00010, eta: 8:40:57, time: 0.576, data_time: 0.000, memory: 8339, top1_acc: 0.5219, top5_acc: 0.8000, loss_cls: 1.9037, loss: 1.9037 2020-06-18 13:20:50,182 - mmaction - INFO - Epoch [83][2880/3134] lr: 0.00010, eta: 8:40:45, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7656, loss_cls: 2.0187, loss: 2.0187 2020-06-18 13:21:01,913 - mmaction - INFO - Epoch [83][2900/3134] lr: 0.00010, eta: 8:40:33, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.5406, top5_acc: 0.8094, loss_cls: 1.8966, loss: 1.8966 2020-06-18 13:21:13,496 - mmaction - INFO - Epoch [83][2920/3134] lr: 0.00010, eta: 8:40:22, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5906, top5_acc: 0.8313, loss_cls: 1.7304, loss: 1.7304 2020-06-18 13:21:25,211 - mmaction - INFO - Epoch [83][2940/3134] lr: 0.00010, eta: 8:40:10, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7875, loss_cls: 1.8454, loss: 1.8454 2020-06-18 13:21:36,900 - mmaction - INFO - Epoch [83][2960/3134] lr: 0.00010, eta: 8:39:58, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5813, top5_acc: 0.7688, loss_cls: 1.8836, loss: 1.8836 2020-06-18 13:21:48,524 - mmaction - INFO - Epoch [83][2980/3134] lr: 0.00010, eta: 8:39:47, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7875, loss_cls: 1.9425, loss: 1.9425 2020-06-18 13:22:00,252 - mmaction - INFO - Epoch [83][3000/3134] lr: 0.00010, eta: 8:39:35, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7781, loss_cls: 2.0303, loss: 2.0303 2020-06-18 13:22:11,941 - mmaction - INFO - Epoch [83][3020/3134] lr: 0.00010, eta: 8:39:23, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.8125, loss_cls: 1.8996, loss: 1.8996 2020-06-18 13:22:23,586 - mmaction - INFO - Epoch [83][3040/3134] lr: 0.00010, eta: 8:39:12, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7188, loss_cls: 2.2209, loss: 2.2209 2020-06-18 13:22:35,221 - mmaction - INFO - Epoch [83][3060/3134] lr: 0.00010, eta: 8:39:00, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7406, loss_cls: 2.0202, loss: 2.0202 2020-06-18 13:22:46,875 - mmaction - INFO - Epoch [83][3080/3134] lr: 0.00010, eta: 8:38:48, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7625, loss_cls: 2.0693, loss: 2.0693 2020-06-18 13:22:58,551 - mmaction - INFO - Epoch [83][3100/3134] lr: 0.00010, eta: 8:38:37, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5437, top5_acc: 0.8000, loss_cls: 1.9037, loss: 1.9037 2020-06-18 13:23:10,113 - mmaction - INFO - Epoch [83][3120/3134] lr: 0.00010, eta: 8:38:25, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7781, loss_cls: 1.8731, loss: 1.8731 2020-06-18 13:23:46,850 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-18 13:23:48,108 - mmaction - INFO - top1_acc 0.2832 top5_acc 0.5311 2020-06-18 13:23:48,124 - mmaction - INFO - Epoch [83][3134/3134] lr: 0.00010, top1_acc: 0.2832, top5_acc: 0.5311 2020-06-18 13:24:03,350 - mmaction - INFO - Epoch [84][20/3134] lr: 0.00010, eta: 8:38:04, time: 0.761, data_time: 0.181, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7781, loss_cls: 1.9659, loss: 1.9659 2020-06-18 13:24:14,975 - mmaction - INFO - Epoch [84][40/3134] lr: 0.00010, eta: 8:37:53, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7469, loss_cls: 2.1998, loss: 2.1998 2020-06-18 13:24:26,676 - mmaction - INFO - Epoch [84][60/3134] lr: 0.00010, eta: 8:37:41, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.5625, top5_acc: 0.8187, loss_cls: 1.8293, loss: 1.8293 2020-06-18 13:24:38,297 - mmaction - INFO - Epoch [84][80/3134] lr: 0.00010, eta: 8:37:29, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7844, loss_cls: 1.9619, loss: 1.9619 2020-06-18 13:24:49,935 - mmaction - INFO - Epoch [84][100/3134] lr: 0.00010, eta: 8:37:18, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7906, loss_cls: 1.9146, loss: 1.9146 2020-06-18 13:25:01,608 - mmaction - INFO - Epoch [84][120/3134] lr: 0.00010, eta: 8:37:06, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5781, top5_acc: 0.8094, loss_cls: 1.7241, loss: 1.7241 2020-06-18 13:25:13,238 - mmaction - INFO - Epoch [84][140/3134] lr: 0.00010, eta: 8:36:54, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7844, loss_cls: 2.0239, loss: 2.0239 2020-06-18 13:25:24,893 - mmaction - INFO - Epoch [84][160/3134] lr: 0.00010, eta: 8:36:42, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7969, loss_cls: 1.8751, loss: 1.8751 2020-06-18 13:25:36,446 - mmaction - INFO - Epoch [84][180/3134] lr: 0.00010, eta: 8:36:31, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.5500, top5_acc: 0.8063, loss_cls: 1.8895, loss: 1.8895 2020-06-18 13:25:48,112 - mmaction - INFO - Epoch [84][200/3134] lr: 0.00010, eta: 8:36:19, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7656, loss_cls: 2.0321, loss: 2.0321 2020-06-18 13:25:59,850 - mmaction - INFO - Epoch [84][220/3134] lr: 0.00010, eta: 8:36:07, time: 0.588, data_time: 0.002, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7969, loss_cls: 1.9856, loss: 1.9856 2020-06-18 13:26:11,475 - mmaction - INFO - Epoch [84][240/3134] lr: 0.00010, eta: 8:35:56, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7688, loss_cls: 1.9314, loss: 1.9314 2020-06-18 13:26:23,233 - mmaction - INFO - Epoch [84][260/3134] lr: 0.00010, eta: 8:35:44, time: 0.588, data_time: 0.001, memory: 8339, top1_acc: 0.4938, top5_acc: 0.8063, loss_cls: 1.9399, loss: 1.9399 2020-06-18 13:26:34,912 - mmaction - INFO - Epoch [84][280/3134] lr: 0.00010, eta: 8:35:32, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7688, loss_cls: 1.9984, loss: 1.9984 2020-06-18 13:26:46,532 - mmaction - INFO - Epoch [84][300/3134] lr: 0.00010, eta: 8:35:21, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7750, loss_cls: 2.1040, loss: 2.1040 2020-06-18 13:26:58,100 - mmaction - INFO - Epoch [84][320/3134] lr: 0.00010, eta: 8:35:09, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7969, loss_cls: 1.7626, loss: 1.7626 2020-06-18 13:27:09,780 - mmaction - INFO - Epoch [84][340/3134] lr: 0.00010, eta: 8:34:57, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7719, loss_cls: 1.8337, loss: 1.8337 2020-06-18 13:27:21,439 - mmaction - INFO - Epoch [84][360/3134] lr: 0.00010, eta: 8:34:46, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7719, loss_cls: 1.9505, loss: 1.9505 2020-06-18 13:27:33,072 - mmaction - INFO - Epoch [84][380/3134] lr: 0.00010, eta: 8:34:34, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5875, top5_acc: 0.8156, loss_cls: 1.7859, loss: 1.7859 2020-06-18 13:27:44,726 - mmaction - INFO - Epoch [84][400/3134] lr: 0.00010, eta: 8:34:22, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7781, loss_cls: 2.0234, loss: 2.0234 2020-06-18 13:27:56,459 - mmaction - INFO - Epoch [84][420/3134] lr: 0.00010, eta: 8:34:11, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7375, loss_cls: 2.1170, loss: 2.1170 2020-06-18 13:28:08,005 - mmaction - INFO - Epoch [84][440/3134] lr: 0.00010, eta: 8:33:59, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7312, loss_cls: 2.1454, loss: 2.1454 2020-06-18 13:28:19,684 - mmaction - INFO - Epoch [84][460/3134] lr: 0.00010, eta: 8:33:47, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7844, loss_cls: 2.0928, loss: 2.0928 2020-06-18 13:28:31,257 - mmaction - INFO - Epoch [84][480/3134] lr: 0.00010, eta: 8:33:36, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7781, loss_cls: 1.9529, loss: 1.9529 2020-06-18 13:28:42,861 - mmaction - INFO - Epoch [84][500/3134] lr: 0.00010, eta: 8:33:24, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7969, loss_cls: 1.8260, loss: 1.8260 2020-06-18 13:28:54,470 - mmaction - INFO - Epoch [84][520/3134] lr: 0.00010, eta: 8:33:12, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7438, loss_cls: 2.0410, loss: 2.0410 2020-06-18 13:29:06,162 - mmaction - INFO - Epoch [84][540/3134] lr: 0.00010, eta: 8:33:01, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7406, loss_cls: 2.1544, loss: 2.1544 2020-06-18 13:29:17,811 - mmaction - INFO - Epoch [84][560/3134] lr: 0.00010, eta: 8:32:49, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7781, loss_cls: 1.9637, loss: 1.9637 2020-06-18 13:29:29,534 - mmaction - INFO - Epoch [84][580/3134] lr: 0.00010, eta: 8:32:37, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.5500, top5_acc: 0.8250, loss_cls: 1.8317, loss: 1.8317 2020-06-18 13:29:41,136 - mmaction - INFO - Epoch [84][600/3134] lr: 0.00010, eta: 8:32:26, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5531, top5_acc: 0.8063, loss_cls: 1.8342, loss: 1.8342 2020-06-18 13:29:52,719 - mmaction - INFO - Epoch [84][620/3134] lr: 0.00010, eta: 8:32:14, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7625, loss_cls: 2.0031, loss: 2.0031 2020-06-18 13:30:04,419 - mmaction - INFO - Epoch [84][640/3134] lr: 0.00010, eta: 8:32:02, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7719, loss_cls: 2.0068, loss: 2.0068 2020-06-18 13:30:16,100 - mmaction - INFO - Epoch [84][660/3134] lr: 0.00010, eta: 8:31:51, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7812, loss_cls: 1.9980, loss: 1.9980 2020-06-18 13:30:27,686 - mmaction - INFO - Epoch [84][680/3134] lr: 0.00010, eta: 8:31:39, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7719, loss_cls: 1.9230, loss: 1.9230 2020-06-18 13:30:39,350 - mmaction - INFO - Epoch [84][700/3134] lr: 0.00010, eta: 8:31:27, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7594, loss_cls: 2.0635, loss: 2.0635 2020-06-18 13:30:51,130 - mmaction - INFO - Epoch [84][720/3134] lr: 0.00010, eta: 8:31:16, time: 0.591, data_time: 0.004, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7969, loss_cls: 1.8208, loss: 1.8208 2020-06-18 13:31:02,799 - mmaction - INFO - Epoch [84][740/3134] lr: 0.00010, eta: 8:31:04, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7656, loss_cls: 2.1313, loss: 2.1313 2020-06-18 13:31:14,406 - mmaction - INFO - Epoch [84][760/3134] lr: 0.00010, eta: 8:30:52, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7969, loss_cls: 1.8014, loss: 1.8014 2020-06-18 13:31:26,090 - mmaction - INFO - Epoch [84][780/3134] lr: 0.00010, eta: 8:30:40, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7469, loss_cls: 2.1303, loss: 2.1303 2020-06-18 13:31:37,717 - mmaction - INFO - Epoch [84][800/3134] lr: 0.00010, eta: 8:30:29, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.8063, loss_cls: 1.9499, loss: 1.9499 2020-06-18 13:31:49,412 - mmaction - INFO - Epoch [84][820/3134] lr: 0.00010, eta: 8:30:17, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7812, loss_cls: 2.0088, loss: 2.0088 2020-06-18 13:32:01,015 - mmaction - INFO - Epoch [84][840/3134] lr: 0.00010, eta: 8:30:05, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.8000, loss_cls: 1.9797, loss: 1.9797 2020-06-18 13:32:12,719 - mmaction - INFO - Epoch [84][860/3134] lr: 0.00010, eta: 8:29:54, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7906, loss_cls: 1.8646, loss: 1.8646 2020-06-18 13:32:24,315 - mmaction - INFO - Epoch [84][880/3134] lr: 0.00010, eta: 8:29:42, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5719, top5_acc: 0.7937, loss_cls: 1.8838, loss: 1.8838 2020-06-18 13:32:35,876 - mmaction - INFO - Epoch [84][900/3134] lr: 0.00010, eta: 8:29:30, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7719, loss_cls: 2.0095, loss: 2.0095 2020-06-18 13:32:47,513 - mmaction - INFO - Epoch [84][920/3134] lr: 0.00010, eta: 8:29:19, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7812, loss_cls: 1.9539, loss: 1.9539 2020-06-18 13:32:59,155 - mmaction - INFO - Epoch [84][940/3134] lr: 0.00010, eta: 8:29:07, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5594, top5_acc: 0.8125, loss_cls: 1.8113, loss: 1.8113 2020-06-18 13:33:10,762 - mmaction - INFO - Epoch [84][960/3134] lr: 0.00010, eta: 8:28:55, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5813, top5_acc: 0.7969, loss_cls: 1.8940, loss: 1.8940 2020-06-18 13:33:22,394 - mmaction - INFO - Epoch [84][980/3134] lr: 0.00010, eta: 8:28:44, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7844, loss_cls: 1.8592, loss: 1.8592 2020-06-18 13:33:34,013 - mmaction - INFO - Epoch [84][1000/3134] lr: 0.00010, eta: 8:28:32, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7844, loss_cls: 1.9345, loss: 1.9345 2020-06-18 13:33:45,680 - mmaction - INFO - Epoch [84][1020/3134] lr: 0.00010, eta: 8:28:20, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5625, top5_acc: 0.8125, loss_cls: 1.8368, loss: 1.8368 2020-06-18 13:33:57,322 - mmaction - INFO - Epoch [84][1040/3134] lr: 0.00010, eta: 8:28:09, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.5813, top5_acc: 0.7750, loss_cls: 1.8636, loss: 1.8636 2020-06-18 13:34:08,909 - mmaction - INFO - Epoch [84][1060/3134] lr: 0.00010, eta: 8:27:57, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7937, loss_cls: 1.8494, loss: 1.8494 2020-06-18 13:34:20,545 - mmaction - INFO - Epoch [84][1080/3134] lr: 0.00010, eta: 8:27:45, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7562, loss_cls: 1.9598, loss: 1.9598 2020-06-18 13:34:32,209 - mmaction - INFO - Epoch [84][1100/3134] lr: 0.00010, eta: 8:27:34, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7281, loss_cls: 2.1147, loss: 2.1147 2020-06-18 13:34:43,875 - mmaction - INFO - Epoch [84][1120/3134] lr: 0.00010, eta: 8:27:22, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7844, loss_cls: 1.9065, loss: 1.9065 2020-06-18 13:34:55,438 - mmaction - INFO - Epoch [84][1140/3134] lr: 0.00010, eta: 8:27:10, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.5844, top5_acc: 0.8219, loss_cls: 1.7098, loss: 1.7098 2020-06-18 13:35:07,079 - mmaction - INFO - Epoch [84][1160/3134] lr: 0.00010, eta: 8:26:59, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5344, top5_acc: 0.8250, loss_cls: 1.7591, loss: 1.7591 2020-06-18 13:35:18,812 - mmaction - INFO - Epoch [84][1180/3134] lr: 0.00010, eta: 8:26:47, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7562, loss_cls: 2.0926, loss: 2.0926 2020-06-18 13:35:30,457 - mmaction - INFO - Epoch [84][1200/3134] lr: 0.00010, eta: 8:26:35, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5125, top5_acc: 0.8219, loss_cls: 1.8237, loss: 1.8237 2020-06-18 13:35:42,049 - mmaction - INFO - Epoch [84][1220/3134] lr: 0.00010, eta: 8:26:24, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5531, top5_acc: 0.8375, loss_cls: 1.7000, loss: 1.7000 2020-06-18 13:35:53,692 - mmaction - INFO - Epoch [84][1240/3134] lr: 0.00010, eta: 8:26:12, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7969, loss_cls: 1.8451, loss: 1.8451 2020-06-18 13:36:05,381 - mmaction - INFO - Epoch [84][1260/3134] lr: 0.00010, eta: 8:26:00, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5625, top5_acc: 0.8219, loss_cls: 1.7275, loss: 1.7275 2020-06-18 13:36:17,009 - mmaction - INFO - Epoch [84][1280/3134] lr: 0.00010, eta: 8:25:48, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7594, loss_cls: 2.0113, loss: 2.0113 2020-06-18 13:36:28,595 - mmaction - INFO - Epoch [84][1300/3134] lr: 0.00010, eta: 8:25:37, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7656, loss_cls: 1.9340, loss: 1.9340 2020-06-18 13:36:40,194 - mmaction - INFO - Epoch [84][1320/3134] lr: 0.00010, eta: 8:25:25, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7344, loss_cls: 1.9954, loss: 1.9954 2020-06-18 13:36:51,820 - mmaction - INFO - Epoch [84][1340/3134] lr: 0.00010, eta: 8:25:13, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7844, loss_cls: 1.8486, loss: 1.8486 2020-06-18 13:37:03,519 - mmaction - INFO - Epoch [84][1360/3134] lr: 0.00010, eta: 8:25:02, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7781, loss_cls: 1.9617, loss: 1.9617 2020-06-18 13:37:15,152 - mmaction - INFO - Epoch [84][1380/3134] lr: 0.00010, eta: 8:24:50, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7937, loss_cls: 1.9808, loss: 1.9808 2020-06-18 13:37:26,828 - mmaction - INFO - Epoch [84][1400/3134] lr: 0.00010, eta: 8:24:38, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.5406, top5_acc: 0.8219, loss_cls: 1.8633, loss: 1.8633 2020-06-18 13:37:38,457 - mmaction - INFO - Epoch [84][1420/3134] lr: 0.00010, eta: 8:24:27, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7656, loss_cls: 2.0250, loss: 2.0250 2020-06-18 13:37:50,153 - mmaction - INFO - Epoch [84][1440/3134] lr: 0.00010, eta: 8:24:15, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5875, top5_acc: 0.8406, loss_cls: 1.6337, loss: 1.6337 2020-06-18 13:38:01,802 - mmaction - INFO - Epoch [84][1460/3134] lr: 0.00010, eta: 8:24:03, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7812, loss_cls: 1.8932, loss: 1.8932 2020-06-18 13:38:13,429 - mmaction - INFO - Epoch [84][1480/3134] lr: 0.00010, eta: 8:23:52, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7781, loss_cls: 1.9248, loss: 1.9248 2020-06-18 13:38:25,169 - mmaction - INFO - Epoch [84][1500/3134] lr: 0.00010, eta: 8:23:40, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7969, loss_cls: 1.8736, loss: 1.8736 2020-06-18 13:38:36,832 - mmaction - INFO - Epoch [84][1520/3134] lr: 0.00010, eta: 8:23:28, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5437, top5_acc: 0.8063, loss_cls: 1.8749, loss: 1.8749 2020-06-18 13:38:48,390 - mmaction - INFO - Epoch [84][1540/3134] lr: 0.00010, eta: 8:23:17, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7312, loss_cls: 2.0061, loss: 2.0061 2020-06-18 13:38:59,983 - mmaction - INFO - Epoch [84][1560/3134] lr: 0.00010, eta: 8:23:05, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7875, loss_cls: 1.9841, loss: 1.9841 2020-06-18 13:39:11,611 - mmaction - INFO - Epoch [84][1580/3134] lr: 0.00010, eta: 8:22:53, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7906, loss_cls: 1.8856, loss: 1.8856 2020-06-18 13:39:23,249 - mmaction - INFO - Epoch [84][1600/3134] lr: 0.00010, eta: 8:22:42, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7688, loss_cls: 1.9739, loss: 1.9739 2020-06-18 13:39:34,869 - mmaction - INFO - Epoch [84][1620/3134] lr: 0.00010, eta: 8:22:30, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7969, loss_cls: 1.7727, loss: 1.7727 2020-06-18 13:39:46,540 - mmaction - INFO - Epoch [84][1640/3134] lr: 0.00010, eta: 8:22:18, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5594, top5_acc: 0.8219, loss_cls: 1.7733, loss: 1.7733 2020-06-18 13:39:59,233 - mmaction - INFO - Epoch [84][1660/3134] lr: 0.00010, eta: 8:22:07, time: 0.633, data_time: 0.002, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7906, loss_cls: 1.9323, loss: 1.9323 2020-06-18 13:40:10,937 - mmaction - INFO - Epoch [84][1680/3134] lr: 0.00010, eta: 8:21:55, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7844, loss_cls: 1.9487, loss: 1.9487 2020-06-18 13:40:22,486 - mmaction - INFO - Epoch [84][1700/3134] lr: 0.00010, eta: 8:21:43, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7719, loss_cls: 2.0425, loss: 2.0425 2020-06-18 13:40:34,138 - mmaction - INFO - Epoch [84][1720/3134] lr: 0.00010, eta: 8:21:32, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7781, loss_cls: 1.9678, loss: 1.9678 2020-06-18 13:40:45,844 - mmaction - INFO - Epoch [84][1740/3134] lr: 0.00010, eta: 8:21:20, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7719, loss_cls: 1.9943, loss: 1.9943 2020-06-18 13:40:57,510 - mmaction - INFO - Epoch [84][1760/3134] lr: 0.00010, eta: 8:21:08, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7937, loss_cls: 1.9226, loss: 1.9226 2020-06-18 13:41:09,101 - mmaction - INFO - Epoch [84][1780/3134] lr: 0.00010, eta: 8:20:57, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7531, loss_cls: 1.9883, loss: 1.9883 2020-06-18 13:41:20,642 - mmaction - INFO - Epoch [84][1800/3134] lr: 0.00010, eta: 8:20:45, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.5594, top5_acc: 0.8031, loss_cls: 1.8719, loss: 1.8719 2020-06-18 13:41:32,286 - mmaction - INFO - Epoch [84][1820/3134] lr: 0.00010, eta: 8:20:33, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7906, loss_cls: 1.9388, loss: 1.9388 2020-06-18 13:41:43,898 - mmaction - INFO - Epoch [84][1840/3134] lr: 0.00010, eta: 8:20:22, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7469, loss_cls: 2.0544, loss: 2.0544 2020-06-18 13:41:55,569 - mmaction - INFO - Epoch [84][1860/3134] lr: 0.00010, eta: 8:20:10, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7719, loss_cls: 1.9345, loss: 1.9345 2020-06-18 13:42:07,250 - mmaction - INFO - Epoch [84][1880/3134] lr: 0.00010, eta: 8:19:58, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7969, loss_cls: 1.9374, loss: 1.9374 2020-06-18 13:42:18,948 - mmaction - INFO - Epoch [84][1900/3134] lr: 0.00010, eta: 8:19:47, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.5906, top5_acc: 0.8219, loss_cls: 1.6975, loss: 1.6975 2020-06-18 13:42:30,517 - mmaction - INFO - Epoch [84][1920/3134] lr: 0.00010, eta: 8:19:35, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5312, top5_acc: 0.8031, loss_cls: 1.9017, loss: 1.9017 2020-06-18 13:42:42,173 - mmaction - INFO - Epoch [84][1940/3134] lr: 0.00010, eta: 8:19:23, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5563, top5_acc: 0.8063, loss_cls: 1.8383, loss: 1.8383 2020-06-18 13:42:53,794 - mmaction - INFO - Epoch [84][1960/3134] lr: 0.00010, eta: 8:19:12, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7688, loss_cls: 1.9467, loss: 1.9467 2020-06-18 13:43:05,437 - mmaction - INFO - Epoch [84][1980/3134] lr: 0.00010, eta: 8:19:00, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7969, loss_cls: 1.8258, loss: 1.8258 2020-06-18 13:43:17,009 - mmaction - INFO - Epoch [84][2000/3134] lr: 0.00010, eta: 8:18:48, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7781, loss_cls: 1.9488, loss: 1.9488 2020-06-18 13:43:28,569 - mmaction - INFO - Epoch [84][2020/3134] lr: 0.00010, eta: 8:18:36, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.5687, top5_acc: 0.8250, loss_cls: 1.9166, loss: 1.9166 2020-06-18 13:43:40,237 - mmaction - INFO - Epoch [84][2040/3134] lr: 0.00010, eta: 8:18:25, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7844, loss_cls: 2.0089, loss: 2.0089 2020-06-18 13:43:51,878 - mmaction - INFO - Epoch [84][2060/3134] lr: 0.00010, eta: 8:18:13, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7875, loss_cls: 1.8392, loss: 1.8392 2020-06-18 13:44:03,543 - mmaction - INFO - Epoch [84][2080/3134] lr: 0.00010, eta: 8:18:01, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7406, loss_cls: 2.1642, loss: 2.1642 2020-06-18 13:44:15,143 - mmaction - INFO - Epoch [84][2100/3134] lr: 0.00010, eta: 8:17:50, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5687, top5_acc: 0.8125, loss_cls: 1.7350, loss: 1.7350 2020-06-18 13:44:26,828 - mmaction - INFO - Epoch [84][2120/3134] lr: 0.00010, eta: 8:17:38, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5719, top5_acc: 0.7906, loss_cls: 1.9897, loss: 1.9897 2020-06-18 13:44:38,588 - mmaction - INFO - Epoch [84][2140/3134] lr: 0.00010, eta: 8:17:26, time: 0.591, data_time: 0.004, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7719, loss_cls: 2.1286, loss: 2.1286 2020-06-18 13:44:50,209 - mmaction - INFO - Epoch [84][2160/3134] lr: 0.00010, eta: 8:17:15, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7937, loss_cls: 1.9331, loss: 1.9331 2020-06-18 13:45:01,925 - mmaction - INFO - Epoch [84][2180/3134] lr: 0.00010, eta: 8:17:03, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7688, loss_cls: 2.0026, loss: 2.0026 2020-06-18 13:45:13,640 - mmaction - INFO - Epoch [84][2200/3134] lr: 0.00010, eta: 8:16:51, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.5406, top5_acc: 0.8063, loss_cls: 1.8843, loss: 1.8843 2020-06-18 13:45:25,291 - mmaction - INFO - Epoch [84][2220/3134] lr: 0.00010, eta: 8:16:40, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5687, top5_acc: 0.7781, loss_cls: 1.9411, loss: 1.9411 2020-06-18 13:45:37,238 - mmaction - INFO - Epoch [84][2240/3134] lr: 0.00010, eta: 8:16:28, time: 0.596, data_time: 0.013, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7562, loss_cls: 2.0821, loss: 2.0821 2020-06-18 13:45:48,859 - mmaction - INFO - Epoch [84][2260/3134] lr: 0.00010, eta: 8:16:16, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7594, loss_cls: 2.0604, loss: 2.0604 2020-06-18 13:46:00,467 - mmaction - INFO - Epoch [84][2280/3134] lr: 0.00010, eta: 8:16:05, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7906, loss_cls: 1.9261, loss: 1.9261 2020-06-18 13:46:12,223 - mmaction - INFO - Epoch [84][2300/3134] lr: 0.00010, eta: 8:15:53, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7875, loss_cls: 1.9461, loss: 1.9461 2020-06-18 13:46:23,891 - mmaction - INFO - Epoch [84][2320/3134] lr: 0.00010, eta: 8:15:41, time: 0.587, data_time: 0.005, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7688, loss_cls: 2.0411, loss: 2.0411 2020-06-18 13:46:35,486 - mmaction - INFO - Epoch [84][2340/3134] lr: 0.00010, eta: 8:15:30, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7844, loss_cls: 1.9401, loss: 1.9401 2020-06-18 13:46:47,154 - mmaction - INFO - Epoch [84][2360/3134] lr: 0.00010, eta: 8:15:18, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7656, loss_cls: 1.9177, loss: 1.9177 2020-06-18 13:46:58,872 - mmaction - INFO - Epoch [84][2380/3134] lr: 0.00010, eta: 8:15:06, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7906, loss_cls: 1.8922, loss: 1.8922 2020-06-18 13:47:10,572 - mmaction - INFO - Epoch [84][2400/3134] lr: 0.00010, eta: 8:14:55, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.5375, top5_acc: 0.8063, loss_cls: 1.8641, loss: 1.8641 2020-06-18 13:47:22,196 - mmaction - INFO - Epoch [84][2420/3134] lr: 0.00010, eta: 8:14:43, time: 0.583, data_time: 0.005, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7625, loss_cls: 2.0282, loss: 2.0282 2020-06-18 13:47:33,752 - mmaction - INFO - Epoch [84][2440/3134] lr: 0.00010, eta: 8:14:31, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5813, top5_acc: 0.7875, loss_cls: 1.8079, loss: 1.8079 2020-06-18 13:47:45,476 - mmaction - INFO - Epoch [84][2460/3134] lr: 0.00010, eta: 8:14:20, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7969, loss_cls: 1.8199, loss: 1.8199 2020-06-18 13:47:57,188 - mmaction - INFO - Epoch [84][2480/3134] lr: 0.00010, eta: 8:14:08, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7438, loss_cls: 2.1792, loss: 2.1792 2020-06-18 13:48:08,849 - mmaction - INFO - Epoch [84][2500/3134] lr: 0.00010, eta: 8:13:56, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7906, loss_cls: 2.0141, loss: 2.0141 2020-06-18 13:48:20,512 - mmaction - INFO - Epoch [84][2520/3134] lr: 0.00010, eta: 8:13:45, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7688, loss_cls: 1.8770, loss: 1.8770 2020-06-18 13:48:32,190 - mmaction - INFO - Epoch [84][2540/3134] lr: 0.00010, eta: 8:13:33, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 1.9783, loss: 1.9783 2020-06-18 13:48:43,732 - mmaction - INFO - Epoch [84][2560/3134] lr: 0.00010, eta: 8:13:21, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7937, loss_cls: 1.8562, loss: 1.8562 2020-06-18 13:48:55,464 - mmaction - INFO - Epoch [84][2580/3134] lr: 0.00010, eta: 8:13:10, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7719, loss_cls: 2.0113, loss: 2.0113 2020-06-18 13:49:07,097 - mmaction - INFO - Epoch [84][2600/3134] lr: 0.00010, eta: 8:12:58, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.5094, top5_acc: 0.8063, loss_cls: 1.9570, loss: 1.9570 2020-06-18 13:49:18,707 - mmaction - INFO - Epoch [84][2620/3134] lr: 0.00010, eta: 8:12:46, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7219, loss_cls: 2.2538, loss: 2.2538 2020-06-18 13:49:30,443 - mmaction - INFO - Epoch [84][2640/3134] lr: 0.00010, eta: 8:12:35, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7875, loss_cls: 1.9317, loss: 1.9317 2020-06-18 13:49:42,086 - mmaction - INFO - Epoch [84][2660/3134] lr: 0.00010, eta: 8:12:23, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7125, loss_cls: 2.1839, loss: 2.1839 2020-06-18 13:49:53,707 - mmaction - INFO - Epoch [84][2680/3134] lr: 0.00010, eta: 8:12:11, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7875, loss_cls: 1.8806, loss: 1.8806 2020-06-18 13:50:05,462 - mmaction - INFO - Epoch [84][2700/3134] lr: 0.00010, eta: 8:12:00, time: 0.588, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.8094, loss_cls: 1.9225, loss: 1.9225 2020-06-18 13:50:17,040 - mmaction - INFO - Epoch [84][2720/3134] lr: 0.00010, eta: 8:11:48, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7750, loss_cls: 1.9659, loss: 1.9659 2020-06-18 13:50:28,679 - mmaction - INFO - Epoch [84][2740/3134] lr: 0.00010, eta: 8:11:36, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7688, loss_cls: 2.0060, loss: 2.0060 2020-06-18 13:50:40,356 - mmaction - INFO - Epoch [84][2760/3134] lr: 0.00010, eta: 8:11:25, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7906, loss_cls: 1.9277, loss: 1.9277 2020-06-18 13:50:52,025 - mmaction - INFO - Epoch [84][2780/3134] lr: 0.00010, eta: 8:11:13, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7875, loss_cls: 1.9832, loss: 1.9832 2020-06-18 13:51:03,634 - mmaction - INFO - Epoch [84][2800/3134] lr: 0.00010, eta: 8:11:01, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7906, loss_cls: 1.9437, loss: 1.9437 2020-06-18 13:51:15,290 - mmaction - INFO - Epoch [84][2820/3134] lr: 0.00010, eta: 8:10:50, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 2.0606, loss: 2.0606 2020-06-18 13:51:26,867 - mmaction - INFO - Epoch [84][2840/3134] lr: 0.00010, eta: 8:10:38, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7688, loss_cls: 2.0281, loss: 2.0281 2020-06-18 13:51:38,538 - mmaction - INFO - Epoch [84][2860/3134] lr: 0.00010, eta: 8:10:26, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7594, loss_cls: 2.1417, loss: 2.1417 2020-06-18 13:51:50,222 - mmaction - INFO - Epoch [84][2880/3134] lr: 0.00010, eta: 8:10:14, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7500, loss_cls: 2.0416, loss: 2.0416 2020-06-18 13:52:01,942 - mmaction - INFO - Epoch [84][2900/3134] lr: 0.00010, eta: 8:10:03, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.6094, top5_acc: 0.8219, loss_cls: 1.8219, loss: 1.8219 2020-06-18 13:52:13,614 - mmaction - INFO - Epoch [84][2920/3134] lr: 0.00010, eta: 8:09:51, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7656, loss_cls: 2.1417, loss: 2.1417 2020-06-18 13:52:25,277 - mmaction - INFO - Epoch [84][2940/3134] lr: 0.00010, eta: 8:09:39, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5281, top5_acc: 0.8031, loss_cls: 1.9567, loss: 1.9567 2020-06-18 13:52:36,877 - mmaction - INFO - Epoch [84][2960/3134] lr: 0.00010, eta: 8:09:28, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7875, loss_cls: 1.8097, loss: 1.8097 2020-06-18 13:52:48,558 - mmaction - INFO - Epoch [84][2980/3134] lr: 0.00010, eta: 8:09:16, time: 0.583, data_time: 0.000, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7500, loss_cls: 2.0968, loss: 2.0968 2020-06-18 13:53:00,134 - mmaction - INFO - Epoch [84][3000/3134] lr: 0.00010, eta: 8:09:04, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7969, loss_cls: 1.9101, loss: 1.9101 2020-06-18 13:53:11,774 - mmaction - INFO - Epoch [84][3020/3134] lr: 0.00010, eta: 8:08:53, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7531, loss_cls: 2.0746, loss: 2.0746 2020-06-18 13:53:23,381 - mmaction - INFO - Epoch [84][3040/3134] lr: 0.00010, eta: 8:08:41, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.5281, top5_acc: 0.8156, loss_cls: 1.7592, loss: 1.7592 2020-06-18 13:53:35,117 - mmaction - INFO - Epoch [84][3060/3134] lr: 0.00010, eta: 8:08:29, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7937, loss_cls: 1.9705, loss: 1.9705 2020-06-18 13:53:46,905 - mmaction - INFO - Epoch [84][3080/3134] lr: 0.00010, eta: 8:08:18, time: 0.590, data_time: 0.004, memory: 8339, top1_acc: 0.5406, top5_acc: 0.8031, loss_cls: 1.9393, loss: 1.9393 2020-06-18 13:53:58,523 - mmaction - INFO - Epoch [84][3100/3134] lr: 0.00010, eta: 8:08:06, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7812, loss_cls: 1.9134, loss: 1.9134 2020-06-18 13:54:10,171 - mmaction - INFO - Epoch [84][3120/3134] lr: 0.00010, eta: 8:07:54, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5156, top5_acc: 0.8063, loss_cls: 1.9705, loss: 1.9705 2020-06-18 13:54:49,400 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-18 13:54:50,657 - mmaction - INFO - top1_acc 0.2806 top5_acc 0.5291 2020-06-18 13:54:50,674 - mmaction - INFO - Epoch [84][3134/3134] lr: 0.00010, top1_acc: 0.2806, top5_acc: 0.5291 2020-06-18 13:55:06,110 - mmaction - INFO - Epoch [85][20/3134] lr: 0.00010, eta: 8:07:34, time: 0.770, data_time: 0.191, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7656, loss_cls: 2.0129, loss: 2.0129 2020-06-18 13:55:17,735 - mmaction - INFO - Epoch [85][40/3134] lr: 0.00010, eta: 8:07:22, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7781, loss_cls: 1.9376, loss: 1.9376 2020-06-18 13:55:29,362 - mmaction - INFO - Epoch [85][60/3134] lr: 0.00010, eta: 8:07:10, time: 0.581, data_time: 0.000, memory: 8339, top1_acc: 0.5625, top5_acc: 0.8094, loss_cls: 1.8257, loss: 1.8257 2020-06-18 13:55:40,966 - mmaction - INFO - Epoch [85][80/3134] lr: 0.00010, eta: 8:06:59, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5156, top5_acc: 0.8094, loss_cls: 1.9076, loss: 1.9076 2020-06-18 13:55:52,537 - mmaction - INFO - Epoch [85][100/3134] lr: 0.00010, eta: 8:06:47, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7812, loss_cls: 2.1542, loss: 2.1542 2020-06-18 13:56:04,186 - mmaction - INFO - Epoch [85][120/3134] lr: 0.00010, eta: 8:06:35, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.5781, top5_acc: 0.8125, loss_cls: 1.8161, loss: 1.8161 2020-06-18 13:56:15,812 - mmaction - INFO - Epoch [85][140/3134] lr: 0.00010, eta: 8:06:24, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5375, top5_acc: 0.8000, loss_cls: 1.8193, loss: 1.8193 2020-06-18 13:56:27,512 - mmaction - INFO - Epoch [85][160/3134] lr: 0.00010, eta: 8:06:12, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7438, loss_cls: 1.9860, loss: 1.9860 2020-06-18 13:56:39,154 - mmaction - INFO - Epoch [85][180/3134] lr: 0.00010, eta: 8:06:00, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5281, top5_acc: 0.8156, loss_cls: 1.8591, loss: 1.8591 2020-06-18 13:56:50,867 - mmaction - INFO - Epoch [85][200/3134] lr: 0.00010, eta: 8:05:49, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7719, loss_cls: 1.9420, loss: 1.9420 2020-06-18 13:57:02,563 - mmaction - INFO - Epoch [85][220/3134] lr: 0.00010, eta: 8:05:37, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7750, loss_cls: 1.8983, loss: 1.8983 2020-06-18 13:57:14,264 - mmaction - INFO - Epoch [85][240/3134] lr: 0.00010, eta: 8:05:25, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.5437, top5_acc: 0.8000, loss_cls: 1.9201, loss: 1.9201 2020-06-18 13:57:25,910 - mmaction - INFO - Epoch [85][260/3134] lr: 0.00010, eta: 8:05:14, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5781, top5_acc: 0.8187, loss_cls: 1.7909, loss: 1.7909 2020-06-18 13:57:37,488 - mmaction - INFO - Epoch [85][280/3134] lr: 0.00010, eta: 8:05:02, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7688, loss_cls: 1.9803, loss: 1.9803 2020-06-18 13:57:49,169 - mmaction - INFO - Epoch [85][300/3134] lr: 0.00010, eta: 8:04:50, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7500, loss_cls: 2.2199, loss: 2.2199 2020-06-18 13:58:00,836 - mmaction - INFO - Epoch [85][320/3134] lr: 0.00010, eta: 8:04:39, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7812, loss_cls: 2.0101, loss: 2.0101 2020-06-18 13:58:12,421 - mmaction - INFO - Epoch [85][340/3134] lr: 0.00010, eta: 8:04:27, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7688, loss_cls: 1.9550, loss: 1.9550 2020-06-18 13:58:24,101 - mmaction - INFO - Epoch [85][360/3134] lr: 0.00010, eta: 8:04:15, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7969, loss_cls: 1.8923, loss: 1.8923 2020-06-18 13:58:35,841 - mmaction - INFO - Epoch [85][380/3134] lr: 0.00010, eta: 8:04:04, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7750, loss_cls: 1.9325, loss: 1.9325 2020-06-18 13:58:47,501 - mmaction - INFO - Epoch [85][400/3134] lr: 0.00010, eta: 8:03:52, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7562, loss_cls: 2.2043, loss: 2.2043 2020-06-18 13:58:59,205 - mmaction - INFO - Epoch [85][420/3134] lr: 0.00010, eta: 8:03:40, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7781, loss_cls: 1.9559, loss: 1.9559 2020-06-18 13:59:10,834 - mmaction - INFO - Epoch [85][440/3134] lr: 0.00010, eta: 8:03:29, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7937, loss_cls: 1.9173, loss: 1.9173 2020-06-18 13:59:22,460 - mmaction - INFO - Epoch [85][460/3134] lr: 0.00010, eta: 8:03:17, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7656, loss_cls: 1.8730, loss: 1.8730 2020-06-18 13:59:34,162 - mmaction - INFO - Epoch [85][480/3134] lr: 0.00010, eta: 8:03:05, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.5563, top5_acc: 0.8156, loss_cls: 1.8292, loss: 1.8292 2020-06-18 13:59:45,781 - mmaction - INFO - Epoch [85][500/3134] lr: 0.00010, eta: 8:02:53, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5687, top5_acc: 0.8094, loss_cls: 1.8140, loss: 1.8140 2020-06-18 13:59:57,544 - mmaction - INFO - Epoch [85][520/3134] lr: 0.00010, eta: 8:02:42, time: 0.589, data_time: 0.004, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7406, loss_cls: 2.1391, loss: 2.1391 2020-06-18 14:00:09,290 - mmaction - INFO - Epoch [85][540/3134] lr: 0.00010, eta: 8:02:30, time: 0.587, data_time: 0.001, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7656, loss_cls: 2.0972, loss: 2.0972 2020-06-18 14:00:21,367 - mmaction - INFO - Epoch [85][560/3134] lr: 0.00010, eta: 8:02:19, time: 0.603, data_time: 0.001, memory: 8339, top1_acc: 0.5781, top5_acc: 0.8031, loss_cls: 1.7585, loss: 1.7585 2020-06-18 14:00:33,455 - mmaction - INFO - Epoch [85][580/3134] lr: 0.00010, eta: 8:02:07, time: 0.605, data_time: 0.004, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7906, loss_cls: 1.8807, loss: 1.8807 2020-06-18 14:00:45,086 - mmaction - INFO - Epoch [85][600/3134] lr: 0.00010, eta: 8:01:55, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7781, loss_cls: 1.9185, loss: 1.9185 2020-06-18 14:00:56,692 - mmaction - INFO - Epoch [85][620/3134] lr: 0.00010, eta: 8:01:44, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5469, top5_acc: 0.8031, loss_cls: 1.8886, loss: 1.8886 2020-06-18 14:01:08,289 - mmaction - INFO - Epoch [85][640/3134] lr: 0.00010, eta: 8:01:32, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7562, loss_cls: 2.1848, loss: 2.1848 2020-06-18 14:01:20,140 - mmaction - INFO - Epoch [85][660/3134] lr: 0.00010, eta: 8:01:20, time: 0.591, data_time: 0.003, memory: 8339, top1_acc: 0.5594, top5_acc: 0.8187, loss_cls: 1.7322, loss: 1.7322 2020-06-18 14:01:31,876 - mmaction - INFO - Epoch [85][680/3134] lr: 0.00010, eta: 8:01:09, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7937, loss_cls: 1.8714, loss: 1.8714 2020-06-18 14:01:43,606 - mmaction - INFO - Epoch [85][700/3134] lr: 0.00010, eta: 8:00:57, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7688, loss_cls: 2.0487, loss: 2.0487 2020-06-18 14:01:55,247 - mmaction - INFO - Epoch [85][720/3134] lr: 0.00010, eta: 8:00:45, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7719, loss_cls: 1.9899, loss: 1.9899 2020-06-18 14:02:06,952 - mmaction - INFO - Epoch [85][740/3134] lr: 0.00010, eta: 8:00:34, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5500, top5_acc: 0.8000, loss_cls: 1.9158, loss: 1.9158 2020-06-18 14:02:18,694 - mmaction - INFO - Epoch [85][760/3134] lr: 0.00010, eta: 8:00:22, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.5687, top5_acc: 0.7937, loss_cls: 1.7709, loss: 1.7709 2020-06-18 14:02:30,392 - mmaction - INFO - Epoch [85][780/3134] lr: 0.00010, eta: 8:00:10, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7969, loss_cls: 1.7713, loss: 1.7713 2020-06-18 14:02:42,086 - mmaction - INFO - Epoch [85][800/3134] lr: 0.00010, eta: 7:59:59, time: 0.585, data_time: 0.000, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7656, loss_cls: 2.0765, loss: 2.0765 2020-06-18 14:02:53,691 - mmaction - INFO - Epoch [85][820/3134] lr: 0.00010, eta: 7:59:47, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7750, loss_cls: 1.9901, loss: 1.9901 2020-06-18 14:03:05,542 - mmaction - INFO - Epoch [85][840/3134] lr: 0.00010, eta: 7:59:35, time: 0.589, data_time: 0.004, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7719, loss_cls: 2.0312, loss: 2.0312 2020-06-18 14:03:17,199 - mmaction - INFO - Epoch [85][860/3134] lr: 0.00010, eta: 7:59:24, time: 0.586, data_time: 0.005, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7906, loss_cls: 1.9194, loss: 1.9194 2020-06-18 14:03:28,966 - mmaction - INFO - Epoch [85][880/3134] lr: 0.00010, eta: 7:59:12, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.5344, top5_acc: 0.8000, loss_cls: 1.8338, loss: 1.8338 2020-06-18 14:03:40,668 - mmaction - INFO - Epoch [85][900/3134] lr: 0.00010, eta: 7:59:00, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7719, loss_cls: 2.0446, loss: 2.0446 2020-06-18 14:03:52,332 - mmaction - INFO - Epoch [85][920/3134] lr: 0.00010, eta: 7:58:49, time: 0.582, data_time: 0.000, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7469, loss_cls: 2.0957, loss: 2.0957 2020-06-18 14:04:03,973 - mmaction - INFO - Epoch [85][940/3134] lr: 0.00010, eta: 7:58:37, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7719, loss_cls: 1.8886, loss: 1.8886 2020-06-18 14:04:15,663 - mmaction - INFO - Epoch [85][960/3134] lr: 0.00010, eta: 7:58:25, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7844, loss_cls: 1.9608, loss: 1.9608 2020-06-18 14:04:27,308 - mmaction - INFO - Epoch [85][980/3134] lr: 0.00010, eta: 7:58:14, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5594, top5_acc: 0.8219, loss_cls: 1.7920, loss: 1.7920 2020-06-18 14:04:39,024 - mmaction - INFO - Epoch [85][1000/3134] lr: 0.00010, eta: 7:58:02, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7781, loss_cls: 2.0107, loss: 2.0107 2020-06-18 14:04:50,730 - mmaction - INFO - Epoch [85][1020/3134] lr: 0.00010, eta: 7:57:50, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7594, loss_cls: 2.0519, loss: 2.0519 2020-06-18 14:05:02,479 - mmaction - INFO - Epoch [85][1040/3134] lr: 0.00010, eta: 7:57:39, time: 0.587, data_time: 0.002, memory: 8339, top1_acc: 0.5344, top5_acc: 0.8094, loss_cls: 1.8689, loss: 1.8689 2020-06-18 14:05:14,079 - mmaction - INFO - Epoch [85][1060/3134] lr: 0.00010, eta: 7:57:27, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7969, loss_cls: 1.9812, loss: 1.9812 2020-06-18 14:05:25,789 - mmaction - INFO - Epoch [85][1080/3134] lr: 0.00010, eta: 7:57:15, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7937, loss_cls: 1.8827, loss: 1.8827 2020-06-18 14:05:37,406 - mmaction - INFO - Epoch [85][1100/3134] lr: 0.00010, eta: 7:57:04, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7937, loss_cls: 1.8897, loss: 1.8897 2020-06-18 14:05:48,975 - mmaction - INFO - Epoch [85][1120/3134] lr: 0.00010, eta: 7:56:52, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5750, top5_acc: 0.7875, loss_cls: 1.8241, loss: 1.8241 2020-06-18 14:06:00,660 - mmaction - INFO - Epoch [85][1140/3134] lr: 0.00010, eta: 7:56:40, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7875, loss_cls: 1.9771, loss: 1.9771 2020-06-18 14:06:12,346 - mmaction - INFO - Epoch [85][1160/3134] lr: 0.00010, eta: 7:56:29, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7625, loss_cls: 2.0308, loss: 2.0308 2020-06-18 14:06:24,002 - mmaction - INFO - Epoch [85][1180/3134] lr: 0.00010, eta: 7:56:17, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7250, loss_cls: 2.1603, loss: 2.1603 2020-06-18 14:06:35,722 - mmaction - INFO - Epoch [85][1200/3134] lr: 0.00010, eta: 7:56:05, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7562, loss_cls: 1.9874, loss: 1.9874 2020-06-18 14:06:47,432 - mmaction - INFO - Epoch [85][1220/3134] lr: 0.00010, eta: 7:55:54, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7812, loss_cls: 1.9920, loss: 1.9920 2020-06-18 14:06:59,157 - mmaction - INFO - Epoch [85][1240/3134] lr: 0.00010, eta: 7:55:42, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.5531, top5_acc: 0.8063, loss_cls: 1.7872, loss: 1.7872 2020-06-18 14:07:10,846 - mmaction - INFO - Epoch [85][1260/3134] lr: 0.00010, eta: 7:55:30, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.5344, top5_acc: 0.8031, loss_cls: 1.7758, loss: 1.7758 2020-06-18 14:07:22,570 - mmaction - INFO - Epoch [85][1280/3134] lr: 0.00010, eta: 7:55:19, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.5563, top5_acc: 0.8000, loss_cls: 1.8190, loss: 1.8190 2020-06-18 14:07:34,265 - mmaction - INFO - Epoch [85][1300/3134] lr: 0.00010, eta: 7:55:07, time: 0.586, data_time: 0.003, memory: 8339, top1_acc: 0.5469, top5_acc: 0.8187, loss_cls: 1.8828, loss: 1.8828 2020-06-18 14:07:45,938 - mmaction - INFO - Epoch [85][1320/3134] lr: 0.00010, eta: 7:54:55, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7875, loss_cls: 1.8887, loss: 1.8887 2020-06-18 14:07:57,551 - mmaction - INFO - Epoch [85][1340/3134] lr: 0.00010, eta: 7:54:43, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5844, top5_acc: 0.7969, loss_cls: 1.7685, loss: 1.7685 2020-06-18 14:08:09,157 - mmaction - INFO - Epoch [85][1360/3134] lr: 0.00010, eta: 7:54:32, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7688, loss_cls: 2.0293, loss: 2.0293 2020-06-18 14:08:20,881 - mmaction - INFO - Epoch [85][1380/3134] lr: 0.00010, eta: 7:54:20, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7844, loss_cls: 1.8496, loss: 1.8496 2020-06-18 14:08:32,565 - mmaction - INFO - Epoch [85][1400/3134] lr: 0.00010, eta: 7:54:08, time: 0.587, data_time: 0.004, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7500, loss_cls: 2.0894, loss: 2.0894 2020-06-18 14:08:44,227 - mmaction - INFO - Epoch [85][1420/3134] lr: 0.00010, eta: 7:53:57, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7875, loss_cls: 1.9236, loss: 1.9236 2020-06-18 14:08:55,868 - mmaction - INFO - Epoch [85][1440/3134] lr: 0.00010, eta: 7:53:45, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5500, top5_acc: 0.8375, loss_cls: 1.7236, loss: 1.7236 2020-06-18 14:09:07,575 - mmaction - INFO - Epoch [85][1460/3134] lr: 0.00010, eta: 7:53:33, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7344, loss_cls: 2.0817, loss: 2.0817 2020-06-18 14:09:19,311 - mmaction - INFO - Epoch [85][1480/3134] lr: 0.00010, eta: 7:53:22, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7500, loss_cls: 2.0429, loss: 2.0429 2020-06-18 14:09:30,931 - mmaction - INFO - Epoch [85][1500/3134] lr: 0.00010, eta: 7:53:10, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7594, loss_cls: 2.0227, loss: 2.0227 2020-06-18 14:09:42,600 - mmaction - INFO - Epoch [85][1520/3134] lr: 0.00010, eta: 7:52:58, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7469, loss_cls: 2.0256, loss: 2.0256 2020-06-18 14:09:54,346 - mmaction - INFO - Epoch [85][1540/3134] lr: 0.00010, eta: 7:52:47, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7906, loss_cls: 1.8882, loss: 1.8882 2020-06-18 14:10:06,066 - mmaction - INFO - Epoch [85][1560/3134] lr: 0.00010, eta: 7:52:35, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.8031, loss_cls: 1.9520, loss: 1.9520 2020-06-18 14:10:17,752 - mmaction - INFO - Epoch [85][1580/3134] lr: 0.00010, eta: 7:52:23, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7781, loss_cls: 2.0894, loss: 2.0894 2020-06-18 14:10:29,478 - mmaction - INFO - Epoch [85][1600/3134] lr: 0.00010, eta: 7:52:12, time: 0.589, data_time: 0.004, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7625, loss_cls: 2.1656, loss: 2.1656 2020-06-18 14:10:44,571 - mmaction - INFO - Epoch [85][1620/3134] lr: 0.00010, eta: 7:52:01, time: 0.752, data_time: 0.000, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7750, loss_cls: 1.9485, loss: 1.9485 2020-06-18 14:10:56,219 - mmaction - INFO - Epoch [85][1640/3134] lr: 0.00010, eta: 7:51:49, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7906, loss_cls: 1.8797, loss: 1.8797 2020-06-18 14:11:08,029 - mmaction - INFO - Epoch [85][1660/3134] lr: 0.00010, eta: 7:51:37, time: 0.589, data_time: 0.003, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7656, loss_cls: 1.9810, loss: 1.9810 2020-06-18 14:11:19,780 - mmaction - INFO - Epoch [85][1680/3134] lr: 0.00010, eta: 7:51:26, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.5469, top5_acc: 0.8187, loss_cls: 1.7733, loss: 1.7733 2020-06-18 14:11:31,489 - mmaction - INFO - Epoch [85][1700/3134] lr: 0.00010, eta: 7:51:14, time: 0.586, data_time: 0.002, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7562, loss_cls: 2.0315, loss: 2.0315 2020-06-18 14:11:43,153 - mmaction - INFO - Epoch [85][1720/3134] lr: 0.00010, eta: 7:51:02, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7375, loss_cls: 2.1393, loss: 2.1393 2020-06-18 14:11:54,858 - mmaction - INFO - Epoch [85][1740/3134] lr: 0.00010, eta: 7:50:51, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7937, loss_cls: 1.9178, loss: 1.9178 2020-06-18 14:12:06,500 - mmaction - INFO - Epoch [85][1760/3134] lr: 0.00010, eta: 7:50:39, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5563, top5_acc: 0.8156, loss_cls: 1.8259, loss: 1.8259 2020-06-18 14:12:18,237 - mmaction - INFO - Epoch [85][1780/3134] lr: 0.00010, eta: 7:50:27, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7719, loss_cls: 1.9655, loss: 1.9655 2020-06-18 14:12:29,897 - mmaction - INFO - Epoch [85][1800/3134] lr: 0.00010, eta: 7:50:16, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7906, loss_cls: 1.9893, loss: 1.9893 2020-06-18 14:12:41,587 - mmaction - INFO - Epoch [85][1820/3134] lr: 0.00010, eta: 7:50:04, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7625, loss_cls: 1.9303, loss: 1.9303 2020-06-18 14:12:53,224 - mmaction - INFO - Epoch [85][1840/3134] lr: 0.00010, eta: 7:49:52, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.5125, top5_acc: 0.8000, loss_cls: 1.8765, loss: 1.8765 2020-06-18 14:13:04,852 - mmaction - INFO - Epoch [85][1860/3134] lr: 0.00010, eta: 7:49:41, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5469, top5_acc: 0.8000, loss_cls: 1.8648, loss: 1.8648 2020-06-18 14:13:16,446 - mmaction - INFO - Epoch [85][1880/3134] lr: 0.00010, eta: 7:49:29, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7625, loss_cls: 2.0152, loss: 2.0152 2020-06-18 14:13:28,119 - mmaction - INFO - Epoch [85][1900/3134] lr: 0.00010, eta: 7:49:17, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.5188, top5_acc: 0.8094, loss_cls: 2.0205, loss: 2.0205 2020-06-18 14:13:39,701 - mmaction - INFO - Epoch [85][1920/3134] lr: 0.00010, eta: 7:49:06, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7531, loss_cls: 1.9463, loss: 1.9463 2020-06-18 14:13:51,311 - mmaction - INFO - Epoch [85][1940/3134] lr: 0.00010, eta: 7:48:54, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5750, top5_acc: 0.7781, loss_cls: 1.8951, loss: 1.8951 2020-06-18 14:14:03,023 - mmaction - INFO - Epoch [85][1960/3134] lr: 0.00010, eta: 7:48:42, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7406, loss_cls: 2.0844, loss: 2.0844 2020-06-18 14:14:14,698 - mmaction - INFO - Epoch [85][1980/3134] lr: 0.00010, eta: 7:48:31, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7937, loss_cls: 1.8401, loss: 1.8401 2020-06-18 14:14:26,312 - mmaction - INFO - Epoch [85][2000/3134] lr: 0.00010, eta: 7:48:19, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7750, loss_cls: 1.9709, loss: 1.9709 2020-06-18 14:14:37,944 - mmaction - INFO - Epoch [85][2020/3134] lr: 0.00010, eta: 7:48:07, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5719, top5_acc: 0.8187, loss_cls: 1.7972, loss: 1.7972 2020-06-18 14:14:49,657 - mmaction - INFO - Epoch [85][2040/3134] lr: 0.00010, eta: 7:47:56, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.5594, top5_acc: 0.8219, loss_cls: 1.7880, loss: 1.7880 2020-06-18 14:15:01,325 - mmaction - INFO - Epoch [85][2060/3134] lr: 0.00010, eta: 7:47:44, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.5437, top5_acc: 0.8094, loss_cls: 1.8412, loss: 1.8412 2020-06-18 14:15:12,973 - mmaction - INFO - Epoch [85][2080/3134] lr: 0.00010, eta: 7:47:32, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7562, loss_cls: 2.0902, loss: 2.0902 2020-06-18 14:15:24,629 - mmaction - INFO - Epoch [85][2100/3134] lr: 0.00010, eta: 7:47:21, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7875, loss_cls: 1.9482, loss: 1.9482 2020-06-18 14:15:36,372 - mmaction - INFO - Epoch [85][2120/3134] lr: 0.00010, eta: 7:47:09, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5687, top5_acc: 0.7969, loss_cls: 1.8826, loss: 1.8826 2020-06-18 14:15:48,059 - mmaction - INFO - Epoch [85][2140/3134] lr: 0.00010, eta: 7:46:57, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7594, loss_cls: 1.9934, loss: 1.9934 2020-06-18 14:15:59,648 - mmaction - INFO - Epoch [85][2160/3134] lr: 0.00010, eta: 7:46:46, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5406, top5_acc: 0.8063, loss_cls: 1.8523, loss: 1.8523 2020-06-18 14:16:11,321 - mmaction - INFO - Epoch [85][2180/3134] lr: 0.00010, eta: 7:46:34, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7719, loss_cls: 1.9245, loss: 1.9245 2020-06-18 14:16:22,974 - mmaction - INFO - Epoch [85][2200/3134] lr: 0.00010, eta: 7:46:22, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7469, loss_cls: 2.0512, loss: 2.0512 2020-06-18 14:16:34,615 - mmaction - INFO - Epoch [85][2220/3134] lr: 0.00010, eta: 7:46:11, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7812, loss_cls: 1.9270, loss: 1.9270 2020-06-18 14:16:46,283 - mmaction - INFO - Epoch [85][2240/3134] lr: 0.00010, eta: 7:45:59, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7812, loss_cls: 2.0075, loss: 2.0075 2020-06-18 14:16:57,873 - mmaction - INFO - Epoch [85][2260/3134] lr: 0.00010, eta: 7:45:47, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7812, loss_cls: 1.9845, loss: 1.9845 2020-06-18 14:17:09,604 - mmaction - INFO - Epoch [85][2280/3134] lr: 0.00010, eta: 7:45:35, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7500, loss_cls: 2.0117, loss: 2.0117 2020-06-18 14:17:21,297 - mmaction - INFO - Epoch [85][2300/3134] lr: 0.00010, eta: 7:45:24, time: 0.586, data_time: 0.004, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7750, loss_cls: 1.9570, loss: 1.9570 2020-06-18 14:17:32,913 - mmaction - INFO - Epoch [85][2320/3134] lr: 0.00010, eta: 7:45:12, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5656, top5_acc: 0.8094, loss_cls: 1.7815, loss: 1.7815 2020-06-18 14:17:44,594 - mmaction - INFO - Epoch [85][2340/3134] lr: 0.00010, eta: 7:45:00, time: 0.582, data_time: 0.005, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7844, loss_cls: 1.9473, loss: 1.9473 2020-06-18 14:17:56,212 - mmaction - INFO - Epoch [85][2360/3134] lr: 0.00010, eta: 7:44:49, time: 0.583, data_time: 0.006, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7969, loss_cls: 1.8563, loss: 1.8563 2020-06-18 14:18:07,827 - mmaction - INFO - Epoch [85][2380/3134] lr: 0.00010, eta: 7:44:37, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7688, loss_cls: 2.0072, loss: 2.0072 2020-06-18 14:18:19,534 - mmaction - INFO - Epoch [85][2400/3134] lr: 0.00010, eta: 7:44:25, time: 0.587, data_time: 0.003, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7969, loss_cls: 1.8886, loss: 1.8886 2020-06-18 14:18:31,190 - mmaction - INFO - Epoch [85][2420/3134] lr: 0.00010, eta: 7:44:14, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 2.1753, loss: 2.1753 2020-06-18 14:18:42,923 - mmaction - INFO - Epoch [85][2440/3134] lr: 0.00010, eta: 7:44:02, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7500, loss_cls: 2.0754, loss: 2.0754 2020-06-18 14:18:54,553 - mmaction - INFO - Epoch [85][2460/3134] lr: 0.00010, eta: 7:43:50, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7719, loss_cls: 2.0215, loss: 2.0215 2020-06-18 14:19:06,205 - mmaction - INFO - Epoch [85][2480/3134] lr: 0.00010, eta: 7:43:39, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7812, loss_cls: 1.9977, loss: 1.9977 2020-06-18 14:19:17,837 - mmaction - INFO - Epoch [85][2500/3134] lr: 0.00010, eta: 7:43:27, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5406, top5_acc: 0.8063, loss_cls: 1.9580, loss: 1.9580 2020-06-18 14:19:29,557 - mmaction - INFO - Epoch [85][2520/3134] lr: 0.00010, eta: 7:43:15, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7844, loss_cls: 2.0164, loss: 2.0164 2020-06-18 14:19:41,153 - mmaction - INFO - Epoch [85][2540/3134] lr: 0.00010, eta: 7:43:04, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.5687, top5_acc: 0.7906, loss_cls: 1.8453, loss: 1.8453 2020-06-18 14:19:52,845 - mmaction - INFO - Epoch [85][2560/3134] lr: 0.00010, eta: 7:42:52, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7937, loss_cls: 1.8949, loss: 1.8949 2020-06-18 14:20:04,746 - mmaction - INFO - Epoch [85][2580/3134] lr: 0.00010, eta: 7:42:40, time: 0.596, data_time: 0.014, memory: 8339, top1_acc: 0.5844, top5_acc: 0.7781, loss_cls: 1.9467, loss: 1.9467 2020-06-18 14:20:16,336 - mmaction - INFO - Epoch [85][2600/3134] lr: 0.00010, eta: 7:42:29, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7906, loss_cls: 1.9085, loss: 1.9085 2020-06-18 14:20:27,938 - mmaction - INFO - Epoch [85][2620/3134] lr: 0.00010, eta: 7:42:17, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5687, top5_acc: 0.8094, loss_cls: 1.8046, loss: 1.8046 2020-06-18 14:20:39,531 - mmaction - INFO - Epoch [85][2640/3134] lr: 0.00010, eta: 7:42:05, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7625, loss_cls: 2.0864, loss: 2.0864 2020-06-18 14:20:51,226 - mmaction - INFO - Epoch [85][2660/3134] lr: 0.00010, eta: 7:41:54, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7688, loss_cls: 2.0234, loss: 2.0234 2020-06-18 14:21:02,884 - mmaction - INFO - Epoch [85][2680/3134] lr: 0.00010, eta: 7:41:42, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7656, loss_cls: 1.9882, loss: 1.9882 2020-06-18 14:21:14,450 - mmaction - INFO - Epoch [85][2700/3134] lr: 0.00010, eta: 7:41:30, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5406, top5_acc: 0.8031, loss_cls: 1.9855, loss: 1.9855 2020-06-18 14:21:26,153 - mmaction - INFO - Epoch [85][2720/3134] lr: 0.00010, eta: 7:41:19, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7750, loss_cls: 1.9335, loss: 1.9335 2020-06-18 14:21:37,846 - mmaction - INFO - Epoch [85][2740/3134] lr: 0.00010, eta: 7:41:07, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7875, loss_cls: 1.9252, loss: 1.9252 2020-06-18 14:21:49,510 - mmaction - INFO - Epoch [85][2760/3134] lr: 0.00010, eta: 7:40:55, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7688, loss_cls: 2.1093, loss: 2.1093 2020-06-18 14:22:01,142 - mmaction - INFO - Epoch [85][2780/3134] lr: 0.00010, eta: 7:40:44, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7719, loss_cls: 2.0116, loss: 2.0116 2020-06-18 14:22:12,740 - mmaction - INFO - Epoch [85][2800/3134] lr: 0.00010, eta: 7:40:32, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7812, loss_cls: 1.8979, loss: 1.8979 2020-06-18 14:22:24,332 - mmaction - INFO - Epoch [85][2820/3134] lr: 0.00010, eta: 7:40:20, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7750, loss_cls: 1.9626, loss: 1.9626 2020-06-18 14:22:36,011 - mmaction - INFO - Epoch [85][2840/3134] lr: 0.00010, eta: 7:40:09, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7875, loss_cls: 2.0262, loss: 2.0262 2020-06-18 14:22:47,607 - mmaction - INFO - Epoch [85][2860/3134] lr: 0.00010, eta: 7:39:57, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7937, loss_cls: 2.0173, loss: 2.0173 2020-06-18 14:22:59,247 - mmaction - INFO - Epoch [85][2880/3134] lr: 0.00010, eta: 7:39:45, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7438, loss_cls: 2.0473, loss: 2.0473 2020-06-18 14:23:10,903 - mmaction - INFO - Epoch [85][2900/3134] lr: 0.00010, eta: 7:39:34, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7750, loss_cls: 1.9945, loss: 1.9945 2020-06-18 14:23:22,543 - mmaction - INFO - Epoch [85][2920/3134] lr: 0.00010, eta: 7:39:22, time: 0.582, data_time: 0.001, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7937, loss_cls: 1.9054, loss: 1.9054 2020-06-18 14:23:34,198 - mmaction - INFO - Epoch [85][2940/3134] lr: 0.00010, eta: 7:39:10, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7906, loss_cls: 2.0871, loss: 2.0871 2020-06-18 14:23:45,868 - mmaction - INFO - Epoch [85][2960/3134] lr: 0.00010, eta: 7:38:58, time: 0.585, data_time: 0.002, memory: 8339, top1_acc: 0.5469, top5_acc: 0.8125, loss_cls: 1.8855, loss: 1.8855 2020-06-18 14:23:57,448 - mmaction - INFO - Epoch [85][2980/3134] lr: 0.00010, eta: 7:38:47, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7562, loss_cls: 1.9775, loss: 1.9775 2020-06-18 14:24:09,149 - mmaction - INFO - Epoch [85][3000/3134] lr: 0.00010, eta: 7:38:35, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7781, loss_cls: 1.9750, loss: 1.9750 2020-06-18 14:24:20,805 - mmaction - INFO - Epoch [85][3020/3134] lr: 0.00010, eta: 7:38:23, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7719, loss_cls: 1.9847, loss: 1.9847 2020-06-18 14:24:32,521 - mmaction - INFO - Epoch [85][3040/3134] lr: 0.00010, eta: 7:38:12, time: 0.585, data_time: 0.001, memory: 8339, top1_acc: 0.5687, top5_acc: 0.8125, loss_cls: 1.7431, loss: 1.7431 2020-06-18 14:24:44,127 - mmaction - INFO - Epoch [85][3060/3134] lr: 0.00010, eta: 7:38:00, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7969, loss_cls: 1.8908, loss: 1.8908 2020-06-18 14:24:55,741 - mmaction - INFO - Epoch [85][3080/3134] lr: 0.00010, eta: 7:37:48, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5437, top5_acc: 0.8000, loss_cls: 1.9164, loss: 1.9164 2020-06-18 14:25:07,402 - mmaction - INFO - Epoch [85][3100/3134] lr: 0.00010, eta: 7:37:37, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7937, loss_cls: 1.9010, loss: 1.9010 2020-06-18 14:25:19,064 - mmaction - INFO - Epoch [85][3120/3134] lr: 0.00010, eta: 7:37:25, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7969, loss_cls: 1.8444, loss: 1.8444 2020-06-18 14:25:56,216 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-18 14:25:57,471 - mmaction - INFO - top1_acc 0.2809 top5_acc 0.5288 2020-06-18 14:25:57,488 - mmaction - INFO - Epoch [85][3134/3134] lr: 0.00010, top1_acc: 0.2809, top5_acc: 0.5288 2020-06-18 14:26:12,966 - mmaction - INFO - Epoch [86][20/3134] lr: 0.00010, eta: 7:37:04, time: 0.774, data_time: 0.194, memory: 8339, top1_acc: 0.5469, top5_acc: 0.8125, loss_cls: 1.8611, loss: 1.8611 2020-06-18 14:26:24,610 - mmaction - INFO - Epoch [86][40/3134] lr: 0.00010, eta: 7:36:53, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7625, loss_cls: 2.1114, loss: 2.1114 2020-06-18 14:26:36,299 - mmaction - INFO - Epoch [86][60/3134] lr: 0.00010, eta: 7:36:41, time: 0.585, data_time: 0.003, memory: 8339, top1_acc: 0.6062, top5_acc: 0.8250, loss_cls: 1.5945, loss: 1.5945 2020-06-18 14:26:47,975 - mmaction - INFO - Epoch [86][80/3134] lr: 0.00010, eta: 7:36:29, time: 0.582, data_time: 0.006, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7812, loss_cls: 1.9827, loss: 1.9827 2020-06-18 14:26:59,594 - mmaction - INFO - Epoch [86][100/3134] lr: 0.00010, eta: 7:36:18, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7781, loss_cls: 1.9847, loss: 1.9847 2020-06-18 14:27:11,272 - mmaction - INFO - Epoch [86][120/3134] lr: 0.00010, eta: 7:36:06, time: 0.584, data_time: 0.002, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7656, loss_cls: 2.0539, loss: 2.0539 2020-06-18 14:27:22,931 - mmaction - INFO - Epoch [86][140/3134] lr: 0.00010, eta: 7:35:54, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7656, loss_cls: 1.9830, loss: 1.9830 2020-06-18 14:27:34,517 - mmaction - INFO - Epoch [86][160/3134] lr: 0.00010, eta: 7:35:43, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7781, loss_cls: 1.8565, loss: 1.8565 2020-06-18 14:27:46,185 - mmaction - INFO - Epoch [86][180/3134] lr: 0.00010, eta: 7:35:31, time: 0.582, data_time: 0.000, memory: 8339, top1_acc: 0.5594, top5_acc: 0.8063, loss_cls: 1.7968, loss: 1.7968 2020-06-18 14:27:57,770 - mmaction - INFO - Epoch [86][200/3134] lr: 0.00010, eta: 7:35:19, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7594, loss_cls: 2.0163, loss: 2.0163 2020-06-18 14:28:09,403 - mmaction - INFO - Epoch [86][220/3134] lr: 0.00010, eta: 7:35:08, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5406, top5_acc: 0.8219, loss_cls: 1.8479, loss: 1.8479 2020-06-18 14:28:21,121 - mmaction - INFO - Epoch [86][240/3134] lr: 0.00010, eta: 7:34:56, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.5813, top5_acc: 0.7844, loss_cls: 1.8710, loss: 1.8710 2020-06-18 14:28:32,785 - mmaction - INFO - Epoch [86][260/3134] lr: 0.00010, eta: 7:34:44, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5469, top5_acc: 0.8031, loss_cls: 1.8453, loss: 1.8453 2020-06-18 14:28:44,545 - mmaction - INFO - Epoch [86][280/3134] lr: 0.00010, eta: 7:34:33, time: 0.588, data_time: 0.004, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7688, loss_cls: 2.0270, loss: 2.0270 2020-06-18 14:28:56,288 - mmaction - INFO - Epoch [86][300/3134] lr: 0.00010, eta: 7:34:21, time: 0.588, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7750, loss_cls: 1.9972, loss: 1.9972 2020-06-18 14:31:27,329 - mmaction - INFO - Epoch [86][320/3134] lr: 0.00010, eta: 7:34:09, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7688, loss_cls: 1.8831, loss: 1.8831 2020-06-18 14:31:38,793 - mmaction - INFO - Epoch [86][340/3134] lr: 0.00010, eta: 7:34:22, time: 7.541, data_time: 6.974, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7375, loss_cls: 2.0655, loss: 2.0655 2020-06-18 14:31:50,280 - mmaction - INFO - Epoch [86][360/3134] lr: 0.00010, eta: 7:34:10, time: 0.575, data_time: 0.004, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7969, loss_cls: 1.8754, loss: 1.8754 2020-06-18 14:32:01,655 - mmaction - INFO - Epoch [86][380/3134] lr: 0.00010, eta: 7:33:59, time: 0.569, data_time: 0.002, memory: 8339, top1_acc: 0.5563, top5_acc: 0.8063, loss_cls: 1.8567, loss: 1.8567 2020-06-18 14:32:13,130 - mmaction - INFO - Epoch [86][400/3134] lr: 0.00010, eta: 7:33:47, time: 0.573, data_time: 0.004, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7781, loss_cls: 1.9970, loss: 1.9970 2020-06-18 14:32:24,646 - mmaction - INFO - Epoch [86][420/3134] lr: 0.00010, eta: 7:33:35, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.8000, loss_cls: 1.7855, loss: 1.7855 2020-06-18 14:32:36,083 - mmaction - INFO - Epoch [86][440/3134] lr: 0.00010, eta: 7:33:23, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7937, loss_cls: 1.9238, loss: 1.9238 2020-06-18 14:32:47,562 - mmaction - INFO - Epoch [86][460/3134] lr: 0.00010, eta: 7:33:12, time: 0.572, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.8094, loss_cls: 1.9341, loss: 1.9341 2020-06-18 14:32:58,990 - mmaction - INFO - Epoch [86][480/3134] lr: 0.00010, eta: 7:33:00, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5500, top5_acc: 0.8000, loss_cls: 1.8046, loss: 1.8046 2020-06-18 14:33:10,488 - mmaction - INFO - Epoch [86][500/3134] lr: 0.00010, eta: 7:32:48, time: 0.574, data_time: 0.000, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7688, loss_cls: 1.9384, loss: 1.9384 2020-06-18 14:33:22,074 - mmaction - INFO - Epoch [86][520/3134] lr: 0.00010, eta: 7:32:37, time: 0.579, data_time: 0.004, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7937, loss_cls: 1.8918, loss: 1.8918 2020-06-18 14:33:33,510 - mmaction - INFO - Epoch [86][540/3134] lr: 0.00010, eta: 7:32:25, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7750, loss_cls: 1.9614, loss: 1.9614 2020-06-18 14:33:45,019 - mmaction - INFO - Epoch [86][560/3134] lr: 0.00010, eta: 7:32:13, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5312, top5_acc: 0.8281, loss_cls: 1.8625, loss: 1.8625 2020-06-18 14:33:56,519 - mmaction - INFO - Epoch [86][580/3134] lr: 0.00010, eta: 7:32:01, time: 0.575, data_time: 0.004, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7844, loss_cls: 1.8697, loss: 1.8697 2020-06-18 14:34:08,018 - mmaction - INFO - Epoch [86][600/3134] lr: 0.00010, eta: 7:31:50, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7594, loss_cls: 2.0423, loss: 2.0423 2020-06-18 14:34:19,471 - mmaction - INFO - Epoch [86][620/3134] lr: 0.00010, eta: 7:31:38, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7969, loss_cls: 1.9403, loss: 1.9403 2020-06-18 14:34:31,050 - mmaction - INFO - Epoch [86][640/3134] lr: 0.00010, eta: 7:31:26, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7531, loss_cls: 1.8893, loss: 1.8893 2020-06-18 14:34:42,563 - mmaction - INFO - Epoch [86][660/3134] lr: 0.00010, eta: 7:31:15, time: 0.578, data_time: 0.004, memory: 8339, top1_acc: 0.5469, top5_acc: 0.8219, loss_cls: 1.7776, loss: 1.7776 2020-06-18 14:34:54,019 - mmaction - INFO - Epoch [86][680/3134] lr: 0.00010, eta: 7:31:03, time: 0.572, data_time: 0.002, memory: 8339, top1_acc: 0.5719, top5_acc: 0.8156, loss_cls: 1.7878, loss: 1.7878 2020-06-18 14:35:05,552 - mmaction - INFO - Epoch [86][700/3134] lr: 0.00010, eta: 7:30:51, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5656, top5_acc: 0.8219, loss_cls: 1.8656, loss: 1.8656 2020-06-18 14:35:17,143 - mmaction - INFO - Epoch [86][720/3134] lr: 0.00010, eta: 7:30:39, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7875, loss_cls: 1.9233, loss: 1.9233 2020-06-18 14:35:28,567 - mmaction - INFO - Epoch [86][740/3134] lr: 0.00010, eta: 7:30:28, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7594, loss_cls: 2.0176, loss: 2.0176 2020-06-18 14:35:40,103 - mmaction - INFO - Epoch [86][760/3134] lr: 0.00010, eta: 7:30:16, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7500, loss_cls: 1.9627, loss: 1.9627 2020-06-18 14:35:51,563 - mmaction - INFO - Epoch [86][780/3134] lr: 0.00010, eta: 7:30:04, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5844, top5_acc: 0.8187, loss_cls: 1.6693, loss: 1.6693 2020-06-18 14:36:03,098 - mmaction - INFO - Epoch [86][800/3134] lr: 0.00010, eta: 7:29:53, time: 0.576, data_time: 0.000, memory: 8339, top1_acc: 0.5375, top5_acc: 0.8125, loss_cls: 1.7806, loss: 1.7806 2020-06-18 14:36:14,663 - mmaction - INFO - Epoch [86][820/3134] lr: 0.00010, eta: 7:29:41, time: 0.579, data_time: 0.004, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7937, loss_cls: 2.0071, loss: 2.0071 2020-06-18 14:36:26,195 - mmaction - INFO - Epoch [86][840/3134] lr: 0.00010, eta: 7:29:29, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.6156, top5_acc: 0.8219, loss_cls: 1.7425, loss: 1.7425 2020-06-18 14:36:37,681 - mmaction - INFO - Epoch [86][860/3134] lr: 0.00010, eta: 7:29:17, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7719, loss_cls: 1.9630, loss: 1.9630 2020-06-18 14:36:49,211 - mmaction - INFO - Epoch [86][880/3134] lr: 0.00010, eta: 7:29:06, time: 0.576, data_time: 0.004, memory: 8339, top1_acc: 0.5687, top5_acc: 0.8063, loss_cls: 1.8205, loss: 1.8205 2020-06-18 14:37:00,698 - mmaction - INFO - Epoch [86][900/3134] lr: 0.00010, eta: 7:28:54, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5781, top5_acc: 0.8156, loss_cls: 1.8576, loss: 1.8576 2020-06-18 14:37:12,127 - mmaction - INFO - Epoch [86][920/3134] lr: 0.00010, eta: 7:28:42, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7875, loss_cls: 1.9592, loss: 1.9592 2020-06-18 14:37:23,643 - mmaction - INFO - Epoch [86][940/3134] lr: 0.00010, eta: 7:28:31, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5656, top5_acc: 0.8125, loss_cls: 1.8297, loss: 1.8297 2020-06-18 14:37:35,127 - mmaction - INFO - Epoch [86][960/3134] lr: 0.00010, eta: 7:28:19, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7719, loss_cls: 1.9990, loss: 1.9990 2020-06-18 14:37:46,692 - mmaction - INFO - Epoch [86][980/3134] lr: 0.00010, eta: 7:28:07, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7906, loss_cls: 1.8764, loss: 1.8764 2020-06-18 14:37:58,182 - mmaction - INFO - Epoch [86][1000/3134] lr: 0.00010, eta: 7:27:55, time: 0.573, data_time: 0.000, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7844, loss_cls: 1.8638, loss: 1.8638 2020-06-18 14:38:09,655 - mmaction - INFO - Epoch [86][1020/3134] lr: 0.00010, eta: 7:27:44, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7812, loss_cls: 1.9516, loss: 1.9516 2020-06-18 14:38:21,136 - mmaction - INFO - Epoch [86][1040/3134] lr: 0.00010, eta: 7:27:32, time: 0.576, data_time: 0.004, memory: 8339, top1_acc: 0.5375, top5_acc: 0.8063, loss_cls: 1.8349, loss: 1.8349 2020-06-18 14:38:32,604 - mmaction - INFO - Epoch [86][1060/3134] lr: 0.00010, eta: 7:27:20, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5531, top5_acc: 0.8313, loss_cls: 1.8457, loss: 1.8457 2020-06-18 14:38:44,039 - mmaction - INFO - Epoch [86][1080/3134] lr: 0.00010, eta: 7:27:09, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7906, loss_cls: 1.9064, loss: 1.9064 2020-06-18 14:38:55,568 - mmaction - INFO - Epoch [86][1100/3134] lr: 0.00010, eta: 7:26:57, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.5500, top5_acc: 0.8063, loss_cls: 1.8837, loss: 1.8837 2020-06-18 14:39:07,036 - mmaction - INFO - Epoch [86][1120/3134] lr: 0.00010, eta: 7:26:45, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7906, loss_cls: 1.9460, loss: 1.9460 2020-06-18 14:39:18,516 - mmaction - INFO - Epoch [86][1140/3134] lr: 0.00010, eta: 7:26:33, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7937, loss_cls: 2.0018, loss: 2.0018 2020-06-18 14:39:30,092 - mmaction - INFO - Epoch [86][1160/3134] lr: 0.00010, eta: 7:26:22, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7719, loss_cls: 2.1169, loss: 2.1169 2020-06-18 14:39:41,532 - mmaction - INFO - Epoch [86][1180/3134] lr: 0.00010, eta: 7:26:10, time: 0.574, data_time: 0.004, memory: 8339, top1_acc: 0.5594, top5_acc: 0.8000, loss_cls: 1.8656, loss: 1.8656 2020-06-18 14:39:53,033 - mmaction - INFO - Epoch [86][1200/3134] lr: 0.00010, eta: 7:25:58, time: 0.575, data_time: 0.004, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7969, loss_cls: 1.8987, loss: 1.8987 2020-06-18 14:40:04,568 - mmaction - INFO - Epoch [86][1220/3134] lr: 0.00010, eta: 7:25:47, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.5656, top5_acc: 0.8031, loss_cls: 1.8610, loss: 1.8610 2020-06-18 14:40:16,094 - mmaction - INFO - Epoch [86][1240/3134] lr: 0.00010, eta: 7:25:35, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5625, top5_acc: 0.8125, loss_cls: 1.7115, loss: 1.7115 2020-06-18 14:40:27,646 - mmaction - INFO - Epoch [86][1260/3134] lr: 0.00010, eta: 7:25:23, time: 0.578, data_time: 0.004, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7688, loss_cls: 2.0217, loss: 2.0217 2020-06-18 14:40:39,221 - mmaction - INFO - Epoch [86][1280/3134] lr: 0.00010, eta: 7:25:11, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7844, loss_cls: 1.9517, loss: 1.9517 2020-06-18 14:40:50,633 - mmaction - INFO - Epoch [86][1300/3134] lr: 0.00010, eta: 7:25:00, time: 0.570, data_time: 0.002, memory: 8339, top1_acc: 0.5312, top5_acc: 0.8031, loss_cls: 1.9357, loss: 1.9357 2020-06-18 14:41:02,096 - mmaction - INFO - Epoch [86][1320/3134] lr: 0.00010, eta: 7:24:48, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5625, top5_acc: 0.8219, loss_cls: 1.7716, loss: 1.7716 2020-06-18 14:41:13,558 - mmaction - INFO - Epoch [86][1340/3134] lr: 0.00010, eta: 7:24:36, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7781, loss_cls: 1.9766, loss: 1.9766 2020-06-18 14:41:25,105 - mmaction - INFO - Epoch [86][1360/3134] lr: 0.00010, eta: 7:24:25, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.5500, top5_acc: 0.8125, loss_cls: 1.8397, loss: 1.8397 2020-06-18 14:41:36,533 - mmaction - INFO - Epoch [86][1380/3134] lr: 0.00010, eta: 7:24:13, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7719, loss_cls: 2.0429, loss: 2.0429 2020-06-18 14:41:48,051 - mmaction - INFO - Epoch [86][1400/3134] lr: 0.00010, eta: 7:24:01, time: 0.575, data_time: 0.000, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7969, loss_cls: 1.9011, loss: 1.9011 2020-06-18 14:41:59,639 - mmaction - INFO - Epoch [86][1420/3134] lr: 0.00010, eta: 7:23:49, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7844, loss_cls: 1.9213, loss: 1.9213 2020-06-18 14:42:11,115 - mmaction - INFO - Epoch [86][1440/3134] lr: 0.00010, eta: 7:23:38, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7625, loss_cls: 2.0197, loss: 2.0197 2020-06-18 14:42:30,974 - mmaction - INFO - Epoch [86][1460/3134] lr: 0.00010, eta: 7:23:27, time: 0.994, data_time: 0.003, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7844, loss_cls: 1.8550, loss: 1.8550 2020-06-18 14:42:42,466 - mmaction - INFO - Epoch [86][1480/3134] lr: 0.00010, eta: 7:23:16, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5656, top5_acc: 0.8000, loss_cls: 1.8250, loss: 1.8250 2020-06-18 14:42:54,016 - mmaction - INFO - Epoch [86][1500/3134] lr: 0.00010, eta: 7:23:04, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.6000, top5_acc: 0.7875, loss_cls: 1.7718, loss: 1.7718 2020-06-18 14:43:05,455 - mmaction - INFO - Epoch [86][1520/3134] lr: 0.00010, eta: 7:22:52, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5781, top5_acc: 0.8063, loss_cls: 1.8250, loss: 1.8250 2020-06-18 14:43:16,909 - mmaction - INFO - Epoch [86][1540/3134] lr: 0.00010, eta: 7:22:41, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5375, top5_acc: 0.8063, loss_cls: 1.8557, loss: 1.8557 2020-06-18 14:43:28,393 - mmaction - INFO - Epoch [86][1560/3134] lr: 0.00010, eta: 7:22:29, time: 0.573, data_time: 0.004, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7625, loss_cls: 2.1579, loss: 2.1579 2020-06-18 14:43:39,891 - mmaction - INFO - Epoch [86][1580/3134] lr: 0.00010, eta: 7:22:17, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5594, top5_acc: 0.8125, loss_cls: 1.8546, loss: 1.8546 2020-06-18 14:43:51,315 - mmaction - INFO - Epoch [86][1600/3134] lr: 0.00010, eta: 7:22:05, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7844, loss_cls: 1.8898, loss: 1.8898 2020-06-18 14:44:02,848 - mmaction - INFO - Epoch [86][1620/3134] lr: 0.00010, eta: 7:21:54, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7719, loss_cls: 1.9362, loss: 1.9362 2020-06-18 14:44:14,430 - mmaction - INFO - Epoch [86][1640/3134] lr: 0.00010, eta: 7:21:42, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7781, loss_cls: 2.0323, loss: 2.0323 2020-06-18 14:44:25,947 - mmaction - INFO - Epoch [86][1660/3134] lr: 0.00010, eta: 7:21:30, time: 0.578, data_time: 0.004, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7812, loss_cls: 1.9299, loss: 1.9299 2020-06-18 14:44:37,366 - mmaction - INFO - Epoch [86][1680/3134] lr: 0.00010, eta: 7:21:19, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.5281, top5_acc: 0.8031, loss_cls: 1.9879, loss: 1.9879 2020-06-18 14:44:48,831 - mmaction - INFO - Epoch [86][1700/3134] lr: 0.00010, eta: 7:21:07, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7688, loss_cls: 1.9575, loss: 1.9575 2020-06-18 14:45:00,310 - mmaction - INFO - Epoch [86][1720/3134] lr: 0.00010, eta: 7:20:55, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5687, top5_acc: 0.7875, loss_cls: 1.9563, loss: 1.9563 2020-06-18 14:45:11,904 - mmaction - INFO - Epoch [86][1740/3134] lr: 0.00010, eta: 7:20:43, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5281, top5_acc: 0.8063, loss_cls: 1.8152, loss: 1.8152 2020-06-18 14:45:23,452 - mmaction - INFO - Epoch [86][1760/3134] lr: 0.00010, eta: 7:20:32, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7750, loss_cls: 1.9178, loss: 1.9178 2020-06-18 14:45:34,852 - mmaction - INFO - Epoch [86][1780/3134] lr: 0.00010, eta: 7:20:20, time: 0.570, data_time: 0.001, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7906, loss_cls: 1.9042, loss: 1.9042 2020-06-18 14:45:46,347 - mmaction - INFO - Epoch [86][1800/3134] lr: 0.00010, eta: 7:20:08, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5813, top5_acc: 0.7937, loss_cls: 1.9037, loss: 1.9037 2020-06-18 14:45:57,789 - mmaction - INFO - Epoch [86][1820/3134] lr: 0.00010, eta: 7:19:57, time: 0.571, data_time: 0.003, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7906, loss_cls: 1.9721, loss: 1.9721 2020-06-18 14:46:09,297 - mmaction - INFO - Epoch [86][1840/3134] lr: 0.00010, eta: 7:19:45, time: 0.574, data_time: 0.004, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7969, loss_cls: 1.8410, loss: 1.8410 2020-06-18 14:46:20,740 - mmaction - INFO - Epoch [86][1860/3134] lr: 0.00010, eta: 7:19:33, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7781, loss_cls: 1.8665, loss: 1.8665 2020-06-18 14:46:32,233 - mmaction - INFO - Epoch [86][1880/3134] lr: 0.00010, eta: 7:19:21, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7688, loss_cls: 1.9674, loss: 1.9674 2020-06-18 14:46:43,668 - mmaction - INFO - Epoch [86][1900/3134] lr: 0.00010, eta: 7:19:10, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7438, loss_cls: 2.0489, loss: 2.0489 2020-06-18 14:46:55,197 - mmaction - INFO - Epoch [86][1920/3134] lr: 0.00010, eta: 7:18:58, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7562, loss_cls: 2.0814, loss: 2.0814 2020-06-18 14:47:06,580 - mmaction - INFO - Epoch [86][1940/3134] lr: 0.00010, eta: 7:18:46, time: 0.570, data_time: 0.002, memory: 8339, top1_acc: 0.5750, top5_acc: 0.7875, loss_cls: 1.8441, loss: 1.8441 2020-06-18 14:47:18,133 - mmaction - INFO - Epoch [86][1960/3134] lr: 0.00010, eta: 7:18:35, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7781, loss_cls: 2.0109, loss: 2.0109 2020-06-18 14:47:29,635 - mmaction - INFO - Epoch [86][1980/3134] lr: 0.00010, eta: 7:18:23, time: 0.574, data_time: 0.000, memory: 8339, top1_acc: 0.5750, top5_acc: 0.8094, loss_cls: 1.7727, loss: 1.7727 2020-06-18 14:47:41,109 - mmaction - INFO - Epoch [86][2000/3134] lr: 0.00010, eta: 7:18:11, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7781, loss_cls: 2.0662, loss: 2.0662 2020-06-18 14:47:52,615 - mmaction - INFO - Epoch [86][2020/3134] lr: 0.00010, eta: 7:17:59, time: 0.575, data_time: 0.000, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7375, loss_cls: 2.0889, loss: 2.0889 2020-06-18 14:48:04,052 - mmaction - INFO - Epoch [86][2040/3134] lr: 0.00010, eta: 7:17:48, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7469, loss_cls: 2.1136, loss: 2.1136 2020-06-18 14:48:15,542 - mmaction - INFO - Epoch [86][2060/3134] lr: 0.00010, eta: 7:17:36, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7594, loss_cls: 1.9988, loss: 1.9988 2020-06-18 14:48:27,019 - mmaction - INFO - Epoch [86][2080/3134] lr: 0.00010, eta: 7:17:24, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7844, loss_cls: 1.9920, loss: 1.9920 2020-06-18 14:48:38,556 - mmaction - INFO - Epoch [86][2100/3134] lr: 0.00010, eta: 7:17:13, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7531, loss_cls: 2.1860, loss: 2.1860 2020-06-18 14:48:50,089 - mmaction - INFO - Epoch [86][2120/3134] lr: 0.00010, eta: 7:17:01, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.5469, top5_acc: 0.8219, loss_cls: 1.8100, loss: 1.8100 2020-06-18 14:49:01,747 - mmaction - INFO - Epoch [86][2140/3134] lr: 0.00010, eta: 7:16:49, time: 0.582, data_time: 0.004, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7656, loss_cls: 2.0472, loss: 2.0472 2020-06-18 14:49:13,191 - mmaction - INFO - Epoch [86][2160/3134] lr: 0.00010, eta: 7:16:37, time: 0.574, data_time: 0.004, memory: 8339, top1_acc: 0.5563, top5_acc: 0.8031, loss_cls: 1.9271, loss: 1.9271 2020-06-18 14:49:24,627 - mmaction - INFO - Epoch [86][2180/3134] lr: 0.00010, eta: 7:16:26, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7750, loss_cls: 1.9156, loss: 1.9156 2020-06-18 14:49:36,154 - mmaction - INFO - Epoch [86][2200/3134] lr: 0.00010, eta: 7:16:14, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7719, loss_cls: 1.9414, loss: 1.9414 2020-06-18 14:49:47,636 - mmaction - INFO - Epoch [86][2220/3134] lr: 0.00010, eta: 7:16:02, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.5500, top5_acc: 0.8063, loss_cls: 1.8033, loss: 1.8033 2020-06-18 14:49:59,151 - mmaction - INFO - Epoch [86][2240/3134] lr: 0.00010, eta: 7:15:51, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7812, loss_cls: 1.9072, loss: 1.9072 2020-06-18 14:50:10,630 - mmaction - INFO - Epoch [86][2260/3134] lr: 0.00010, eta: 7:15:39, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7719, loss_cls: 2.0072, loss: 2.0072 2020-06-18 14:50:22,181 - mmaction - INFO - Epoch [86][2280/3134] lr: 0.00010, eta: 7:15:27, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7844, loss_cls: 1.8910, loss: 1.8910 2020-06-18 14:50:33,664 - mmaction - INFO - Epoch [86][2300/3134] lr: 0.00010, eta: 7:15:15, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5875, top5_acc: 0.8438, loss_cls: 1.7109, loss: 1.7109 2020-06-18 14:50:45,157 - mmaction - INFO - Epoch [86][2320/3134] lr: 0.00010, eta: 7:15:04, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7594, loss_cls: 2.1145, loss: 2.1145 2020-06-18 14:50:56,738 - mmaction - INFO - Epoch [86][2340/3134] lr: 0.00010, eta: 7:14:52, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7844, loss_cls: 1.9461, loss: 1.9461 2020-06-18 14:51:08,303 - mmaction - INFO - Epoch [86][2360/3134] lr: 0.00010, eta: 7:14:40, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5250, top5_acc: 0.8063, loss_cls: 1.9615, loss: 1.9615 2020-06-18 14:51:19,877 - mmaction - INFO - Epoch [86][2380/3134] lr: 0.00010, eta: 7:14:29, time: 0.579, data_time: 0.006, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7781, loss_cls: 1.9019, loss: 1.9019 2020-06-18 14:51:31,387 - mmaction - INFO - Epoch [86][2400/3134] lr: 0.00010, eta: 7:14:17, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.5719, top5_acc: 0.7937, loss_cls: 1.7523, loss: 1.7523 2020-06-18 14:51:42,847 - mmaction - INFO - Epoch [86][2420/3134] lr: 0.00010, eta: 7:14:05, time: 0.571, data_time: 0.003, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7812, loss_cls: 1.8646, loss: 1.8646 2020-06-18 14:51:54,311 - mmaction - INFO - Epoch [86][2440/3134] lr: 0.00010, eta: 7:13:53, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7750, loss_cls: 1.9938, loss: 1.9938 2020-06-18 14:52:05,730 - mmaction - INFO - Epoch [86][2460/3134] lr: 0.00010, eta: 7:13:42, time: 0.572, data_time: 0.002, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7750, loss_cls: 2.0295, loss: 2.0295 2020-06-18 14:52:17,163 - mmaction - INFO - Epoch [86][2480/3134] lr: 0.00010, eta: 7:13:30, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7969, loss_cls: 1.8580, loss: 1.8580 2020-06-18 14:52:28,590 - mmaction - INFO - Epoch [86][2500/3134] lr: 0.00010, eta: 7:13:18, time: 0.571, data_time: 0.002, memory: 8339, top1_acc: 0.5687, top5_acc: 0.8187, loss_cls: 1.7405, loss: 1.7405 2020-06-18 14:52:40,082 - mmaction - INFO - Epoch [86][2520/3134] lr: 0.00010, eta: 7:13:07, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5969, top5_acc: 0.8125, loss_cls: 1.7580, loss: 1.7580 2020-06-18 14:52:51,636 - mmaction - INFO - Epoch [86][2540/3134] lr: 0.00010, eta: 7:12:55, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7812, loss_cls: 1.8659, loss: 1.8659 2020-06-18 14:53:03,107 - mmaction - INFO - Epoch [86][2560/3134] lr: 0.00010, eta: 7:12:43, time: 0.572, data_time: 0.003, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7625, loss_cls: 2.0239, loss: 2.0239 2020-06-18 14:53:14,605 - mmaction - INFO - Epoch [86][2580/3134] lr: 0.00010, eta: 7:12:31, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7937, loss_cls: 1.9167, loss: 1.9167 2020-06-18 14:53:26,029 - mmaction - INFO - Epoch [86][2600/3134] lr: 0.00010, eta: 7:12:20, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7688, loss_cls: 2.0294, loss: 2.0294 2020-06-18 14:53:37,559 - mmaction - INFO - Epoch [86][2620/3134] lr: 0.00010, eta: 7:12:08, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5938, top5_acc: 0.8156, loss_cls: 1.8000, loss: 1.8000 2020-06-18 14:53:49,202 - mmaction - INFO - Epoch [86][2640/3134] lr: 0.00010, eta: 7:11:56, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7875, loss_cls: 2.0965, loss: 2.0965 2020-06-18 14:54:00,664 - mmaction - INFO - Epoch [86][2660/3134] lr: 0.00010, eta: 7:11:45, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.5687, top5_acc: 0.8000, loss_cls: 1.8301, loss: 1.8301 2020-06-18 14:54:12,206 - mmaction - INFO - Epoch [86][2680/3134] lr: 0.00010, eta: 7:11:33, time: 0.575, data_time: 0.004, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7688, loss_cls: 1.9837, loss: 1.9837 2020-06-18 14:54:23,660 - mmaction - INFO - Epoch [86][2700/3134] lr: 0.00010, eta: 7:11:21, time: 0.575, data_time: 0.004, memory: 8339, top1_acc: 0.5437, top5_acc: 0.8187, loss_cls: 1.8361, loss: 1.8361 2020-06-18 14:54:35,155 - mmaction - INFO - Epoch [86][2720/3134] lr: 0.00010, eta: 7:11:09, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7719, loss_cls: 1.9494, loss: 1.9494 2020-06-18 14:54:46,690 - mmaction - INFO - Epoch [86][2740/3134] lr: 0.00010, eta: 7:10:58, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5469, top5_acc: 0.8219, loss_cls: 1.7749, loss: 1.7749 2020-06-18 14:54:58,170 - mmaction - INFO - Epoch [86][2760/3134] lr: 0.00010, eta: 7:10:46, time: 0.576, data_time: 0.004, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7937, loss_cls: 1.9773, loss: 1.9773 2020-06-18 14:55:09,762 - mmaction - INFO - Epoch [86][2780/3134] lr: 0.00010, eta: 7:10:34, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7281, loss_cls: 2.1433, loss: 2.1433 2020-06-18 14:55:21,247 - mmaction - INFO - Epoch [86][2800/3134] lr: 0.00010, eta: 7:10:23, time: 0.573, data_time: 0.000, memory: 8339, top1_acc: 0.5406, top5_acc: 0.8375, loss_cls: 1.7710, loss: 1.7710 2020-06-18 14:55:32,805 - mmaction - INFO - Epoch [86][2820/3134] lr: 0.00010, eta: 7:10:11, time: 0.577, data_time: 0.005, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7812, loss_cls: 2.0011, loss: 2.0011 2020-06-18 14:55:44,226 - mmaction - INFO - Epoch [86][2840/3134] lr: 0.00010, eta: 7:09:59, time: 0.574, data_time: 0.004, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7531, loss_cls: 2.1250, loss: 2.1250 2020-06-18 14:55:55,711 - mmaction - INFO - Epoch [86][2860/3134] lr: 0.00010, eta: 7:09:47, time: 0.572, data_time: 0.003, memory: 8339, top1_acc: 0.5469, top5_acc: 0.8000, loss_cls: 1.9476, loss: 1.9476 2020-06-18 14:56:07,138 - mmaction - INFO - Epoch [86][2880/3134] lr: 0.00010, eta: 7:09:36, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7937, loss_cls: 1.8888, loss: 1.8888 2020-06-18 14:56:18,573 - mmaction - INFO - Epoch [86][2900/3134] lr: 0.00010, eta: 7:09:24, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7844, loss_cls: 1.9469, loss: 1.9469 2020-06-18 14:56:30,058 - mmaction - INFO - Epoch [86][2920/3134] lr: 0.00010, eta: 7:09:12, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7344, loss_cls: 2.0945, loss: 2.0945 2020-06-18 14:56:41,540 - mmaction - INFO - Epoch [86][2940/3134] lr: 0.00010, eta: 7:09:01, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.6031, top5_acc: 0.8406, loss_cls: 1.7135, loss: 1.7135 2020-06-18 14:56:53,111 - mmaction - INFO - Epoch [86][2960/3134] lr: 0.00010, eta: 7:08:49, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5531, top5_acc: 0.8281, loss_cls: 1.7863, loss: 1.7863 2020-06-18 14:57:04,634 - mmaction - INFO - Epoch [86][2980/3134] lr: 0.00010, eta: 7:08:37, time: 0.578, data_time: 0.004, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7656, loss_cls: 2.0400, loss: 2.0400 2020-06-18 14:57:16,187 - mmaction - INFO - Epoch [86][3000/3134] lr: 0.00010, eta: 7:08:25, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7875, loss_cls: 1.9028, loss: 1.9028 2020-06-18 14:57:27,607 - mmaction - INFO - Epoch [86][3020/3134] lr: 0.00010, eta: 7:08:14, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7750, loss_cls: 2.0034, loss: 2.0034 2020-06-18 14:57:38,989 - mmaction - INFO - Epoch [86][3040/3134] lr: 0.00010, eta: 7:08:02, time: 0.569, data_time: 0.000, memory: 8339, top1_acc: 0.5844, top5_acc: 0.7875, loss_cls: 1.8415, loss: 1.8415 2020-06-18 14:57:50,516 - mmaction - INFO - Epoch [86][3060/3134] lr: 0.00010, eta: 7:07:50, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7906, loss_cls: 1.8968, loss: 1.8968 2020-06-18 14:58:01,968 - mmaction - INFO - Epoch [86][3080/3134] lr: 0.00010, eta: 7:07:39, time: 0.575, data_time: 0.004, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7781, loss_cls: 2.0671, loss: 2.0671 2020-06-18 14:58:13,449 - mmaction - INFO - Epoch [86][3100/3134] lr: 0.00010, eta: 7:07:27, time: 0.573, data_time: 0.000, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7562, loss_cls: 2.1362, loss: 2.1362 2020-06-18 14:58:24,866 - mmaction - INFO - Epoch [86][3120/3134] lr: 0.00010, eta: 7:07:15, time: 0.572, data_time: 0.002, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7469, loss_cls: 2.0633, loss: 2.0633 2020-06-18 14:59:00,061 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-18 14:59:01,321 - mmaction - INFO - top1_acc 0.2810 top5_acc 0.5286 2020-06-18 14:59:01,359 - mmaction - INFO - Epoch [86][3134/3134] lr: 0.00010, top1_acc: 0.2810, top5_acc: 0.5286 2020-06-18 14:59:16,533 - mmaction - INFO - Epoch [87][20/3134] lr: 0.00010, eta: 7:06:55, time: 0.757, data_time: 0.186, memory: 8339, top1_acc: 0.5969, top5_acc: 0.8031, loss_cls: 1.7614, loss: 1.7614 2020-06-18 14:59:28,140 - mmaction - INFO - Epoch [87][40/3134] lr: 0.00010, eta: 7:06:43, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7906, loss_cls: 1.8797, loss: 1.8797 2020-06-18 14:59:39,648 - mmaction - INFO - Epoch [87][60/3134] lr: 0.00010, eta: 7:06:31, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7406, loss_cls: 2.1223, loss: 2.1223 2020-06-18 14:59:51,085 - mmaction - INFO - Epoch [87][80/3134] lr: 0.00010, eta: 7:06:19, time: 0.571, data_time: 0.004, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7937, loss_cls: 1.9757, loss: 1.9757 2020-06-18 15:00:02,842 - mmaction - INFO - Epoch [87][100/3134] lr: 0.00010, eta: 7:06:08, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7688, loss_cls: 2.0509, loss: 2.0509 2020-06-18 15:00:14,715 - mmaction - INFO - Epoch [87][120/3134] lr: 0.00010, eta: 7:05:56, time: 0.599, data_time: 0.007, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7781, loss_cls: 2.0153, loss: 2.0153 2020-06-18 15:00:26,689 - mmaction - INFO - Epoch [87][140/3134] lr: 0.00010, eta: 7:05:44, time: 0.599, data_time: 0.001, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7438, loss_cls: 2.0802, loss: 2.0802 2020-06-18 15:00:38,243 - mmaction - INFO - Epoch [87][160/3134] lr: 0.00010, eta: 7:05:33, time: 0.577, data_time: 0.004, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7969, loss_cls: 1.8055, loss: 1.8055 2020-06-18 15:00:49,803 - mmaction - INFO - Epoch [87][180/3134] lr: 0.00010, eta: 7:05:21, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5563, top5_acc: 0.8000, loss_cls: 1.7574, loss: 1.7574 2020-06-18 15:01:01,281 - mmaction - INFO - Epoch [87][200/3134] lr: 0.00010, eta: 7:05:09, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7719, loss_cls: 1.9940, loss: 1.9940 2020-06-18 15:01:12,779 - mmaction - INFO - Epoch [87][220/3134] lr: 0.00010, eta: 7:04:58, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5844, top5_acc: 0.8281, loss_cls: 1.7180, loss: 1.7180 2020-06-18 15:01:24,315 - mmaction - INFO - Epoch [87][240/3134] lr: 0.00010, eta: 7:04:46, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5281, top5_acc: 0.8031, loss_cls: 1.8899, loss: 1.8899 2020-06-18 15:01:35,703 - mmaction - INFO - Epoch [87][260/3134] lr: 0.00010, eta: 7:04:34, time: 0.572, data_time: 0.004, memory: 8339, top1_acc: 0.5250, top5_acc: 0.8156, loss_cls: 1.9550, loss: 1.9550 2020-06-18 15:01:47,155 - mmaction - INFO - Epoch [87][280/3134] lr: 0.00010, eta: 7:04:22, time: 0.572, data_time: 0.002, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7875, loss_cls: 1.8816, loss: 1.8816 2020-06-18 15:01:58,657 - mmaction - INFO - Epoch [87][300/3134] lr: 0.00010, eta: 7:04:11, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7906, loss_cls: 1.9802, loss: 1.9802 2020-06-18 15:02:10,125 - mmaction - INFO - Epoch [87][320/3134] lr: 0.00010, eta: 7:03:59, time: 0.576, data_time: 0.004, memory: 8339, top1_acc: 0.5687, top5_acc: 0.7625, loss_cls: 1.9400, loss: 1.9400 2020-06-18 15:02:21,722 - mmaction - INFO - Epoch [87][340/3134] lr: 0.00010, eta: 7:03:47, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7656, loss_cls: 2.0159, loss: 2.0159 2020-06-18 15:02:33,253 - mmaction - INFO - Epoch [87][360/3134] lr: 0.00010, eta: 7:03:36, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7688, loss_cls: 2.0230, loss: 2.0230 2020-06-18 15:02:44,846 - mmaction - INFO - Epoch [87][380/3134] lr: 0.00010, eta: 7:03:24, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7750, loss_cls: 1.9046, loss: 1.9046 2020-06-18 15:02:56,363 - mmaction - INFO - Epoch [87][400/3134] lr: 0.00010, eta: 7:03:12, time: 0.577, data_time: 0.004, memory: 8339, top1_acc: 0.5844, top5_acc: 0.7969, loss_cls: 1.7591, loss: 1.7591 2020-06-18 15:03:07,764 - mmaction - INFO - Epoch [87][420/3134] lr: 0.00010, eta: 7:03:01, time: 0.570, data_time: 0.001, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7937, loss_cls: 1.8785, loss: 1.8785 2020-06-18 15:03:19,291 - mmaction - INFO - Epoch [87][440/3134] lr: 0.00010, eta: 7:02:49, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7969, loss_cls: 1.8212, loss: 1.8212 2020-06-18 15:03:30,809 - mmaction - INFO - Epoch [87][460/3134] lr: 0.00010, eta: 7:02:37, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7844, loss_cls: 2.0750, loss: 2.0750 2020-06-18 15:03:42,301 - mmaction - INFO - Epoch [87][480/3134] lr: 0.00010, eta: 7:02:25, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7844, loss_cls: 1.9820, loss: 1.9820 2020-06-18 15:03:53,861 - mmaction - INFO - Epoch [87][500/3134] lr: 0.00010, eta: 7:02:14, time: 0.577, data_time: 0.004, memory: 8339, top1_acc: 0.5719, top5_acc: 0.8250, loss_cls: 1.7807, loss: 1.7807 2020-06-18 15:04:05,263 - mmaction - INFO - Epoch [87][520/3134] lr: 0.00010, eta: 7:02:02, time: 0.572, data_time: 0.003, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7719, loss_cls: 1.8618, loss: 1.8618 2020-06-18 15:04:16,742 - mmaction - INFO - Epoch [87][540/3134] lr: 0.00010, eta: 7:01:50, time: 0.573, data_time: 0.000, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7531, loss_cls: 2.2484, loss: 2.2484 2020-06-18 15:04:28,392 - mmaction - INFO - Epoch [87][560/3134] lr: 0.00010, eta: 7:01:39, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7625, loss_cls: 1.9151, loss: 1.9151 2020-06-18 15:04:39,870 - mmaction - INFO - Epoch [87][580/3134] lr: 0.00010, eta: 7:01:27, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7875, loss_cls: 1.8788, loss: 1.8788 2020-06-18 15:04:51,267 - mmaction - INFO - Epoch [87][600/3134] lr: 0.00010, eta: 7:01:15, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7969, loss_cls: 1.8359, loss: 1.8359 2020-06-18 15:05:02,902 - mmaction - INFO - Epoch [87][620/3134] lr: 0.00010, eta: 7:01:03, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.6250, top5_acc: 0.8219, loss_cls: 1.7549, loss: 1.7549 2020-06-18 15:05:14,273 - mmaction - INFO - Epoch [87][640/3134] lr: 0.00010, eta: 7:00:52, time: 0.570, data_time: 0.001, memory: 8339, top1_acc: 0.5563, top5_acc: 0.8094, loss_cls: 1.7778, loss: 1.7778 2020-06-18 15:05:25,715 - mmaction - INFO - Epoch [87][660/3134] lr: 0.00010, eta: 7:00:40, time: 0.572, data_time: 0.000, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7562, loss_cls: 2.1055, loss: 2.1055 2020-06-18 15:05:37,201 - mmaction - INFO - Epoch [87][680/3134] lr: 0.00010, eta: 7:00:28, time: 0.572, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7812, loss_cls: 2.0273, loss: 2.0273 2020-06-18 15:05:48,617 - mmaction - INFO - Epoch [87][700/3134] lr: 0.00010, eta: 7:00:17, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.8031, loss_cls: 1.9341, loss: 1.9341 2020-06-18 15:06:00,052 - mmaction - INFO - Epoch [87][720/3134] lr: 0.00010, eta: 7:00:05, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7906, loss_cls: 1.9108, loss: 1.9108 2020-06-18 15:06:11,515 - mmaction - INFO - Epoch [87][740/3134] lr: 0.00010, eta: 6:59:53, time: 0.571, data_time: 0.003, memory: 8339, top1_acc: 0.5281, top5_acc: 0.8031, loss_cls: 1.9389, loss: 1.9389 2020-06-18 15:06:22,966 - mmaction - INFO - Epoch [87][760/3134] lr: 0.00010, eta: 6:59:41, time: 0.574, data_time: 0.004, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7625, loss_cls: 2.0450, loss: 2.0450 2020-06-18 15:06:34,471 - mmaction - INFO - Epoch [87][780/3134] lr: 0.00010, eta: 6:59:30, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7562, loss_cls: 1.9473, loss: 1.9473 2020-06-18 15:06:46,062 - mmaction - INFO - Epoch [87][800/3134] lr: 0.00010, eta: 6:59:18, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7719, loss_cls: 2.0050, loss: 2.0050 2020-06-18 15:06:57,497 - mmaction - INFO - Epoch [87][820/3134] lr: 0.00010, eta: 6:59:06, time: 0.575, data_time: 0.005, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7969, loss_cls: 1.9219, loss: 1.9219 2020-06-18 15:07:08,910 - mmaction - INFO - Epoch [87][840/3134] lr: 0.00010, eta: 6:58:55, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7500, loss_cls: 2.1941, loss: 2.1941 2020-06-18 15:07:20,463 - mmaction - INFO - Epoch [87][860/3134] lr: 0.00010, eta: 6:58:43, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7500, loss_cls: 2.0547, loss: 2.0547 2020-06-18 15:07:31,909 - mmaction - INFO - Epoch [87][880/3134] lr: 0.00010, eta: 6:58:31, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7781, loss_cls: 1.9429, loss: 1.9429 2020-06-18 15:07:43,375 - mmaction - INFO - Epoch [87][900/3134] lr: 0.00010, eta: 6:58:19, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7656, loss_cls: 1.9848, loss: 1.9848 2020-06-18 15:07:54,823 - mmaction - INFO - Epoch [87][920/3134] lr: 0.00010, eta: 6:58:08, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7969, loss_cls: 1.8887, loss: 1.8887 2020-06-18 15:08:06,281 - mmaction - INFO - Epoch [87][940/3134] lr: 0.00010, eta: 6:57:56, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5906, top5_acc: 0.8313, loss_cls: 1.7391, loss: 1.7391 2020-06-18 15:08:17,889 - mmaction - INFO - Epoch [87][960/3134] lr: 0.00010, eta: 6:57:44, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7594, loss_cls: 1.9145, loss: 1.9145 2020-06-18 15:08:29,321 - mmaction - INFO - Epoch [87][980/3134] lr: 0.00010, eta: 6:57:33, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7625, loss_cls: 2.0522, loss: 2.0522 2020-06-18 15:08:40,751 - mmaction - INFO - Epoch [87][1000/3134] lr: 0.00010, eta: 6:57:21, time: 0.571, data_time: 0.000, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7344, loss_cls: 2.1324, loss: 2.1324 2020-06-18 15:08:52,269 - mmaction - INFO - Epoch [87][1020/3134] lr: 0.00010, eta: 6:57:09, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7656, loss_cls: 1.9082, loss: 1.9082 2020-06-18 15:09:03,831 - mmaction - INFO - Epoch [87][1040/3134] lr: 0.00010, eta: 6:56:57, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7500, loss_cls: 2.1240, loss: 2.1240 2020-06-18 15:09:15,384 - mmaction - INFO - Epoch [87][1060/3134] lr: 0.00010, eta: 6:56:46, time: 0.577, data_time: 0.000, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7594, loss_cls: 2.0031, loss: 2.0031 2020-06-18 15:09:26,926 - mmaction - INFO - Epoch [87][1080/3134] lr: 0.00010, eta: 6:56:34, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7906, loss_cls: 1.9327, loss: 1.9327 2020-06-18 15:09:38,441 - mmaction - INFO - Epoch [87][1100/3134] lr: 0.00010, eta: 6:56:22, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.8219, loss_cls: 1.8177, loss: 1.8177 2020-06-18 15:09:49,876 - mmaction - INFO - Epoch [87][1120/3134] lr: 0.00010, eta: 6:56:11, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7469, loss_cls: 2.0908, loss: 2.0908 2020-06-18 15:10:01,318 - mmaction - INFO - Epoch [87][1140/3134] lr: 0.00010, eta: 6:55:59, time: 0.572, data_time: 0.004, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7500, loss_cls: 2.0062, loss: 2.0062 2020-06-18 15:10:12,852 - mmaction - INFO - Epoch [87][1160/3134] lr: 0.00010, eta: 6:55:47, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7937, loss_cls: 1.9050, loss: 1.9050 2020-06-18 15:10:24,430 - mmaction - INFO - Epoch [87][1180/3134] lr: 0.00010, eta: 6:55:35, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7438, loss_cls: 2.0380, loss: 2.0380 2020-06-18 15:10:35,989 - mmaction - INFO - Epoch [87][1200/3134] lr: 0.00010, eta: 6:55:24, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7312, loss_cls: 2.0269, loss: 2.0269 2020-06-18 15:10:47,495 - mmaction - INFO - Epoch [87][1220/3134] lr: 0.00010, eta: 6:55:12, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7781, loss_cls: 2.0129, loss: 2.0129 2020-06-18 15:10:58,890 - mmaction - INFO - Epoch [87][1240/3134] lr: 0.00010, eta: 6:55:00, time: 0.569, data_time: 0.001, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7281, loss_cls: 2.1084, loss: 2.1084 2020-06-18 15:11:10,453 - mmaction - INFO - Epoch [87][1260/3134] lr: 0.00010, eta: 6:54:49, time: 0.579, data_time: 0.007, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7594, loss_cls: 1.9922, loss: 1.9922 2020-06-18 15:11:22,003 - mmaction - INFO - Epoch [87][1280/3134] lr: 0.00010, eta: 6:54:37, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5969, top5_acc: 0.8187, loss_cls: 1.7337, loss: 1.7337 2020-06-18 15:11:33,491 - mmaction - INFO - Epoch [87][1300/3134] lr: 0.00010, eta: 6:54:25, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7562, loss_cls: 2.0115, loss: 2.0115 2020-06-18 15:11:44,973 - mmaction - INFO - Epoch [87][1320/3134] lr: 0.00010, eta: 6:54:14, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5469, top5_acc: 0.8187, loss_cls: 1.7758, loss: 1.7758 2020-06-18 15:11:56,477 - mmaction - INFO - Epoch [87][1340/3134] lr: 0.00010, eta: 6:54:02, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7812, loss_cls: 1.9570, loss: 1.9570 2020-06-18 15:12:08,009 - mmaction - INFO - Epoch [87][1360/3134] lr: 0.00010, eta: 6:53:50, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7656, loss_cls: 1.9537, loss: 1.9537 2020-06-18 15:12:19,425 - mmaction - INFO - Epoch [87][1380/3134] lr: 0.00010, eta: 6:53:38, time: 0.572, data_time: 0.002, memory: 8339, top1_acc: 0.5594, top5_acc: 0.8156, loss_cls: 1.8074, loss: 1.8074 2020-06-18 15:12:30,910 - mmaction - INFO - Epoch [87][1400/3134] lr: 0.00010, eta: 6:53:27, time: 0.572, data_time: 0.003, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7531, loss_cls: 1.9672, loss: 1.9672 2020-06-18 15:12:42,372 - mmaction - INFO - Epoch [87][1420/3134] lr: 0.00010, eta: 6:53:15, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7531, loss_cls: 2.1025, loss: 2.1025 2020-06-18 15:12:53,859 - mmaction - INFO - Epoch [87][1440/3134] lr: 0.00010, eta: 6:53:03, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7937, loss_cls: 1.9011, loss: 1.9011 2020-06-18 15:13:05,423 - mmaction - INFO - Epoch [87][1460/3134] lr: 0.00010, eta: 6:52:52, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7844, loss_cls: 1.9599, loss: 1.9599 2020-06-18 15:13:16,895 - mmaction - INFO - Epoch [87][1480/3134] lr: 0.00010, eta: 6:52:40, time: 0.576, data_time: 0.004, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7719, loss_cls: 1.9612, loss: 1.9612 2020-06-18 15:13:28,436 - mmaction - INFO - Epoch [87][1500/3134] lr: 0.00010, eta: 6:52:28, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.5875, top5_acc: 0.7844, loss_cls: 1.8505, loss: 1.8505 2020-06-18 15:13:39,986 - mmaction - INFO - Epoch [87][1520/3134] lr: 0.00010, eta: 6:52:16, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7281, loss_cls: 2.1349, loss: 2.1349 2020-06-18 15:13:51,531 - mmaction - INFO - Epoch [87][1540/3134] lr: 0.00010, eta: 6:52:05, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5625, top5_acc: 0.8063, loss_cls: 1.8204, loss: 1.8204 2020-06-18 15:14:03,040 - mmaction - INFO - Epoch [87][1560/3134] lr: 0.00010, eta: 6:51:53, time: 0.575, data_time: 0.000, memory: 8339, top1_acc: 0.5813, top5_acc: 0.7781, loss_cls: 1.7996, loss: 1.7996 2020-06-18 15:14:14,603 - mmaction - INFO - Epoch [87][1580/3134] lr: 0.00010, eta: 6:51:41, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7375, loss_cls: 2.1956, loss: 2.1956 2020-06-18 15:14:26,056 - mmaction - INFO - Epoch [87][1600/3134] lr: 0.00010, eta: 6:51:30, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7469, loss_cls: 2.0462, loss: 2.0462 2020-06-18 15:14:37,592 - mmaction - INFO - Epoch [87][1620/3134] lr: 0.00010, eta: 6:51:18, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7625, loss_cls: 2.0333, loss: 2.0333 2020-06-18 15:14:48,994 - mmaction - INFO - Epoch [87][1640/3134] lr: 0.00010, eta: 6:51:06, time: 0.570, data_time: 0.001, memory: 8339, top1_acc: 0.5687, top5_acc: 0.7875, loss_cls: 1.8405, loss: 1.8405 2020-06-18 15:15:00,513 - mmaction - INFO - Epoch [87][1660/3134] lr: 0.00010, eta: 6:50:54, time: 0.575, data_time: 0.000, memory: 8339, top1_acc: 0.6094, top5_acc: 0.7906, loss_cls: 1.8233, loss: 1.8233 2020-06-18 15:15:12,104 - mmaction - INFO - Epoch [87][1680/3134] lr: 0.00010, eta: 6:50:43, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7719, loss_cls: 2.0034, loss: 2.0034 2020-06-18 15:15:23,588 - mmaction - INFO - Epoch [87][1700/3134] lr: 0.00010, eta: 6:50:31, time: 0.572, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7875, loss_cls: 1.8819, loss: 1.8819 2020-06-18 15:15:35,075 - mmaction - INFO - Epoch [87][1720/3134] lr: 0.00010, eta: 6:50:19, time: 0.577, data_time: 0.004, memory: 8339, top1_acc: 0.5938, top5_acc: 0.8156, loss_cls: 1.7260, loss: 1.7260 2020-06-18 15:15:46,541 - mmaction - INFO - Epoch [87][1740/3134] lr: 0.00010, eta: 6:50:08, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7906, loss_cls: 1.8545, loss: 1.8545 2020-06-18 15:15:58,045 - mmaction - INFO - Epoch [87][1760/3134] lr: 0.00010, eta: 6:49:56, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7750, loss_cls: 2.0110, loss: 2.0110 2020-06-18 15:16:09,548 - mmaction - INFO - Epoch [87][1780/3134] lr: 0.00010, eta: 6:49:44, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7750, loss_cls: 1.9912, loss: 1.9912 2020-06-18 15:16:20,913 - mmaction - INFO - Epoch [87][1800/3134] lr: 0.00010, eta: 6:49:33, time: 0.569, data_time: 0.001, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7438, loss_cls: 2.0761, loss: 2.0761 2020-06-18 15:16:32,461 - mmaction - INFO - Epoch [87][1820/3134] lr: 0.00010, eta: 6:49:21, time: 0.576, data_time: 0.004, memory: 8339, top1_acc: 0.5406, top5_acc: 0.8063, loss_cls: 1.9114, loss: 1.9114 2020-06-18 15:16:43,934 - mmaction - INFO - Epoch [87][1840/3134] lr: 0.00010, eta: 6:49:09, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7656, loss_cls: 1.9768, loss: 1.9768 2020-06-18 15:16:55,431 - mmaction - INFO - Epoch [87][1860/3134] lr: 0.00010, eta: 6:48:57, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.5750, top5_acc: 0.7781, loss_cls: 1.8315, loss: 1.8315 2020-06-18 15:17:06,892 - mmaction - INFO - Epoch [87][1880/3134] lr: 0.00010, eta: 6:48:46, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.6000, top5_acc: 0.8438, loss_cls: 1.6158, loss: 1.6158 2020-06-18 15:17:18,371 - mmaction - INFO - Epoch [87][1900/3134] lr: 0.00010, eta: 6:48:34, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7844, loss_cls: 1.9301, loss: 1.9301 2020-06-18 15:17:29,779 - mmaction - INFO - Epoch [87][1920/3134] lr: 0.00010, eta: 6:48:22, time: 0.570, data_time: 0.001, memory: 8339, top1_acc: 0.5656, top5_acc: 0.8406, loss_cls: 1.7021, loss: 1.7021 2020-06-18 15:17:41,247 - mmaction - INFO - Epoch [87][1940/3134] lr: 0.00010, eta: 6:48:11, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7781, loss_cls: 2.1015, loss: 2.1015 2020-06-18 15:17:52,668 - mmaction - INFO - Epoch [87][1960/3134] lr: 0.00010, eta: 6:47:59, time: 0.572, data_time: 0.002, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7750, loss_cls: 1.9029, loss: 1.9029 2020-06-18 15:18:04,111 - mmaction - INFO - Epoch [87][1980/3134] lr: 0.00010, eta: 6:47:47, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7937, loss_cls: 1.8549, loss: 1.8549 2020-06-18 15:18:15,703 - mmaction - INFO - Epoch [87][2000/3134] lr: 0.00010, eta: 6:47:35, time: 0.579, data_time: 0.004, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7500, loss_cls: 2.1376, loss: 2.1376 2020-06-18 15:18:27,261 - mmaction - INFO - Epoch [87][2020/3134] lr: 0.00010, eta: 6:47:24, time: 0.578, data_time: 0.004, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7937, loss_cls: 1.8815, loss: 1.8815 2020-06-18 15:18:38,784 - mmaction - INFO - Epoch [87][2040/3134] lr: 0.00010, eta: 6:47:12, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5687, top5_acc: 0.8156, loss_cls: 1.8296, loss: 1.8296 2020-06-18 15:18:50,226 - mmaction - INFO - Epoch [87][2060/3134] lr: 0.00010, eta: 6:47:00, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5938, top5_acc: 0.8063, loss_cls: 1.7558, loss: 1.7558 2020-06-18 15:19:01,715 - mmaction - INFO - Epoch [87][2080/3134] lr: 0.00010, eta: 6:46:49, time: 0.573, data_time: 0.004, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7688, loss_cls: 2.0341, loss: 2.0341 2020-06-18 15:19:13,213 - mmaction - INFO - Epoch [87][2100/3134] lr: 0.00010, eta: 6:46:37, time: 0.577, data_time: 0.004, memory: 8339, top1_acc: 0.5844, top5_acc: 0.8000, loss_cls: 1.7682, loss: 1.7682 2020-06-18 15:19:24,782 - mmaction - INFO - Epoch [87][2120/3134] lr: 0.00010, eta: 6:46:25, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5500, top5_acc: 0.8031, loss_cls: 1.9261, loss: 1.9261 2020-06-18 15:19:36,332 - mmaction - INFO - Epoch [87][2140/3134] lr: 0.00010, eta: 6:46:13, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.5469, top5_acc: 0.8219, loss_cls: 1.8010, loss: 1.8010 2020-06-18 15:19:47,786 - mmaction - INFO - Epoch [87][2160/3134] lr: 0.00010, eta: 6:46:02, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5687, top5_acc: 0.7656, loss_cls: 1.9264, loss: 1.9264 2020-06-18 15:19:59,279 - mmaction - INFO - Epoch [87][2180/3134] lr: 0.00010, eta: 6:45:50, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7812, loss_cls: 1.9722, loss: 1.9722 2020-06-18 15:20:10,781 - mmaction - INFO - Epoch [87][2200/3134] lr: 0.00010, eta: 6:45:38, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7719, loss_cls: 1.9687, loss: 1.9687 2020-06-18 15:20:22,206 - mmaction - INFO - Epoch [87][2220/3134] lr: 0.00010, eta: 6:45:27, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7688, loss_cls: 2.0975, loss: 2.0975 2020-06-18 15:20:33,699 - mmaction - INFO - Epoch [87][2240/3134] lr: 0.00010, eta: 6:45:15, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7719, loss_cls: 1.8380, loss: 1.8380 2020-06-18 15:20:45,119 - mmaction - INFO - Epoch [87][2260/3134] lr: 0.00010, eta: 6:45:03, time: 0.570, data_time: 0.001, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7750, loss_cls: 1.8775, loss: 1.8775 2020-06-18 15:20:56,686 - mmaction - INFO - Epoch [87][2280/3134] lr: 0.00010, eta: 6:44:51, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.5094, top5_acc: 0.8187, loss_cls: 1.9426, loss: 1.9426 2020-06-18 15:21:08,096 - mmaction - INFO - Epoch [87][2300/3134] lr: 0.00010, eta: 6:44:40, time: 0.571, data_time: 0.002, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7781, loss_cls: 1.9850, loss: 1.9850 2020-06-18 15:21:19,567 - mmaction - INFO - Epoch [87][2320/3134] lr: 0.00010, eta: 6:44:28, time: 0.573, data_time: 0.004, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7969, loss_cls: 1.9795, loss: 1.9795 2020-06-18 15:21:31,088 - mmaction - INFO - Epoch [87][2340/3134] lr: 0.00010, eta: 6:44:16, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7750, loss_cls: 1.9525, loss: 1.9525 2020-06-18 15:21:42,538 - mmaction - INFO - Epoch [87][2360/3134] lr: 0.00010, eta: 6:44:05, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7906, loss_cls: 1.8979, loss: 1.8979 2020-06-18 15:21:54,049 - mmaction - INFO - Epoch [87][2380/3134] lr: 0.00010, eta: 6:43:53, time: 0.575, data_time: 0.004, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7469, loss_cls: 1.9570, loss: 1.9570 2020-06-18 15:22:05,620 - mmaction - INFO - Epoch [87][2400/3134] lr: 0.00010, eta: 6:43:41, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5656, top5_acc: 0.8125, loss_cls: 1.7247, loss: 1.7247 2020-06-18 15:22:17,183 - mmaction - INFO - Epoch [87][2420/3134] lr: 0.00010, eta: 6:43:30, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5750, top5_acc: 0.8313, loss_cls: 1.7505, loss: 1.7505 2020-06-18 15:22:28,726 - mmaction - INFO - Epoch [87][2440/3134] lr: 0.00010, eta: 6:43:18, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7937, loss_cls: 1.8625, loss: 1.8625 2020-06-18 15:22:40,226 - mmaction - INFO - Epoch [87][2460/3134] lr: 0.00010, eta: 6:43:06, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7781, loss_cls: 1.9829, loss: 1.9829 2020-06-18 15:22:51,757 - mmaction - INFO - Epoch [87][2480/3134] lr: 0.00010, eta: 6:42:54, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7812, loss_cls: 1.8878, loss: 1.8878 2020-06-18 15:23:03,216 - mmaction - INFO - Epoch [87][2500/3134] lr: 0.00010, eta: 6:42:43, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7750, loss_cls: 2.0045, loss: 2.0045 2020-06-18 15:23:14,772 - mmaction - INFO - Epoch [87][2520/3134] lr: 0.00010, eta: 6:42:31, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.5500, top5_acc: 0.8063, loss_cls: 1.8152, loss: 1.8152 2020-06-18 15:23:26,320 - mmaction - INFO - Epoch [87][2540/3134] lr: 0.00010, eta: 6:42:19, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5531, top5_acc: 0.8094, loss_cls: 1.7635, loss: 1.7635 2020-06-18 15:23:37,841 - mmaction - INFO - Epoch [87][2560/3134] lr: 0.00010, eta: 6:42:08, time: 0.576, data_time: 0.004, memory: 8339, top1_acc: 0.5687, top5_acc: 0.8313, loss_cls: 1.7972, loss: 1.7972 2020-06-18 15:23:49,349 - mmaction - INFO - Epoch [87][2580/3134] lr: 0.00010, eta: 6:41:56, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7937, loss_cls: 1.9019, loss: 1.9019 2020-06-18 15:24:00,853 - mmaction - INFO - Epoch [87][2600/3134] lr: 0.00010, eta: 6:41:44, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7750, loss_cls: 2.0048, loss: 2.0048 2020-06-18 15:24:12,322 - mmaction - INFO - Epoch [87][2620/3134] lr: 0.00010, eta: 6:41:32, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7688, loss_cls: 2.0620, loss: 2.0620 2020-06-18 15:24:23,777 - mmaction - INFO - Epoch [87][2640/3134] lr: 0.00010, eta: 6:41:21, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7937, loss_cls: 1.7908, loss: 1.7908 2020-06-18 15:24:35,239 - mmaction - INFO - Epoch [87][2660/3134] lr: 0.00010, eta: 6:41:09, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7969, loss_cls: 1.8421, loss: 1.8421 2020-06-18 15:24:46,703 - mmaction - INFO - Epoch [87][2680/3134] lr: 0.00010, eta: 6:40:57, time: 0.572, data_time: 0.002, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7719, loss_cls: 1.9849, loss: 1.9849 2020-06-18 15:24:58,252 - mmaction - INFO - Epoch [87][2700/3134] lr: 0.00010, eta: 6:40:46, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7562, loss_cls: 2.2157, loss: 2.2157 2020-06-18 15:25:09,698 - mmaction - INFO - Epoch [87][2720/3134] lr: 0.00010, eta: 6:40:34, time: 0.572, data_time: 0.004, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7719, loss_cls: 1.9528, loss: 1.9528 2020-06-18 15:25:21,173 - mmaction - INFO - Epoch [87][2740/3134] lr: 0.00010, eta: 6:40:22, time: 0.574, data_time: 0.004, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7812, loss_cls: 1.9383, loss: 1.9383 2020-06-18 15:25:32,641 - mmaction - INFO - Epoch [87][2760/3134] lr: 0.00010, eta: 6:40:11, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.5594, top5_acc: 0.8063, loss_cls: 1.8237, loss: 1.8237 2020-06-18 15:25:44,183 - mmaction - INFO - Epoch [87][2780/3134] lr: 0.00010, eta: 6:39:59, time: 0.576, data_time: 0.004, memory: 8339, top1_acc: 0.5500, top5_acc: 0.8187, loss_cls: 1.8455, loss: 1.8455 2020-06-18 15:25:55,613 - mmaction - INFO - Epoch [87][2800/3134] lr: 0.00010, eta: 6:39:47, time: 0.573, data_time: 0.004, memory: 8339, top1_acc: 0.5687, top5_acc: 0.7906, loss_cls: 1.8908, loss: 1.8908 2020-06-18 15:26:07,022 - mmaction - INFO - Epoch [87][2820/3134] lr: 0.00010, eta: 6:39:35, time: 0.572, data_time: 0.002, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7781, loss_cls: 2.0166, loss: 2.0166 2020-06-18 15:26:18,588 - mmaction - INFO - Epoch [87][2840/3134] lr: 0.00010, eta: 6:39:24, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7562, loss_cls: 2.0216, loss: 2.0216 2020-06-18 15:26:30,073 - mmaction - INFO - Epoch [87][2860/3134] lr: 0.00010, eta: 6:39:12, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.6125, top5_acc: 0.8281, loss_cls: 1.7528, loss: 1.7528 2020-06-18 15:26:41,553 - mmaction - INFO - Epoch [87][2880/3134] lr: 0.00010, eta: 6:39:00, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7844, loss_cls: 1.9793, loss: 1.9793 2020-06-18 15:26:53,030 - mmaction - INFO - Epoch [87][2900/3134] lr: 0.00010, eta: 6:38:49, time: 0.572, data_time: 0.003, memory: 8339, top1_acc: 0.5750, top5_acc: 0.8031, loss_cls: 1.8280, loss: 1.8280 2020-06-18 15:27:04,493 - mmaction - INFO - Epoch [87][2920/3134] lr: 0.00010, eta: 6:38:37, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7625, loss_cls: 2.0959, loss: 2.0959 2020-06-18 15:27:15,955 - mmaction - INFO - Epoch [87][2940/3134] lr: 0.00010, eta: 6:38:25, time: 0.572, data_time: 0.003, memory: 8339, top1_acc: 0.5750, top5_acc: 0.7781, loss_cls: 1.9411, loss: 1.9411 2020-06-18 15:27:27,559 - mmaction - INFO - Epoch [87][2960/3134] lr: 0.00010, eta: 6:38:13, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7875, loss_cls: 1.9232, loss: 1.9232 2020-06-18 15:27:39,042 - mmaction - INFO - Epoch [87][2980/3134] lr: 0.00010, eta: 6:38:02, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7625, loss_cls: 1.9584, loss: 1.9584 2020-06-18 15:27:50,454 - mmaction - INFO - Epoch [87][3000/3134] lr: 0.00010, eta: 6:37:50, time: 0.571, data_time: 0.002, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7625, loss_cls: 1.9415, loss: 1.9415 2020-06-18 15:28:01,910 - mmaction - INFO - Epoch [87][3020/3134] lr: 0.00010, eta: 6:37:38, time: 0.571, data_time: 0.003, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7688, loss_cls: 1.8861, loss: 1.8861 2020-06-18 15:28:13,364 - mmaction - INFO - Epoch [87][3040/3134] lr: 0.00010, eta: 6:37:27, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7750, loss_cls: 2.1129, loss: 2.1129 2020-06-18 15:28:24,838 - mmaction - INFO - Epoch [87][3060/3134] lr: 0.00010, eta: 6:37:15, time: 0.573, data_time: 0.000, memory: 8339, top1_acc: 0.5469, top5_acc: 0.8187, loss_cls: 1.7923, loss: 1.7923 2020-06-18 15:28:36,339 - mmaction - INFO - Epoch [87][3080/3134] lr: 0.00010, eta: 6:37:03, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5844, top5_acc: 0.8094, loss_cls: 1.8538, loss: 1.8538 2020-06-18 15:28:47,836 - mmaction - INFO - Epoch [87][3100/3134] lr: 0.00010, eta: 6:36:51, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7906, loss_cls: 1.8979, loss: 1.8979 2020-06-18 15:28:59,377 - mmaction - INFO - Epoch [87][3120/3134] lr: 0.00010, eta: 6:36:40, time: 0.577, data_time: 0.000, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7812, loss_cls: 1.9552, loss: 1.9552 2020-06-18 15:29:41,349 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-18 15:29:42,620 - mmaction - INFO - top1_acc 0.2802 top5_acc 0.5301 2020-06-18 15:29:42,638 - mmaction - INFO - Epoch [87][3134/3134] lr: 0.00010, top1_acc: 0.2802, top5_acc: 0.5301 2020-06-18 15:29:57,965 - mmaction - INFO - Epoch [88][20/3134] lr: 0.00010, eta: 6:36:19, time: 0.760, data_time: 0.187, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7562, loss_cls: 1.9506, loss: 1.9506 2020-06-18 15:30:09,423 - mmaction - INFO - Epoch [88][40/3134] lr: 0.00010, eta: 6:36:07, time: 0.572, data_time: 0.003, memory: 8339, top1_acc: 0.5344, top5_acc: 0.8406, loss_cls: 1.6974, loss: 1.6974 2020-06-18 15:30:20,925 - mmaction - INFO - Epoch [88][60/3134] lr: 0.00010, eta: 6:35:56, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7875, loss_cls: 1.8495, loss: 1.8495 2020-06-18 15:30:32,314 - mmaction - INFO - Epoch [88][80/3134] lr: 0.00010, eta: 6:35:44, time: 0.569, data_time: 0.002, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7812, loss_cls: 1.9995, loss: 1.9995 2020-06-18 15:30:43,829 - mmaction - INFO - Epoch [88][100/3134] lr: 0.00010, eta: 6:35:32, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.6031, top5_acc: 0.7969, loss_cls: 1.7864, loss: 1.7864 2020-06-18 15:30:55,315 - mmaction - INFO - Epoch [88][120/3134] lr: 0.00010, eta: 6:35:21, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.5594, top5_acc: 0.8187, loss_cls: 1.8213, loss: 1.8213 2020-06-18 15:31:06,790 - mmaction - INFO - Epoch [88][140/3134] lr: 0.00010, eta: 6:35:09, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5625, top5_acc: 0.8156, loss_cls: 1.8631, loss: 1.8631 2020-06-18 15:31:18,317 - mmaction - INFO - Epoch [88][160/3134] lr: 0.00010, eta: 6:34:57, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7969, loss_cls: 1.9510, loss: 1.9510 2020-06-18 15:31:29,797 - mmaction - INFO - Epoch [88][180/3134] lr: 0.00010, eta: 6:34:46, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7969, loss_cls: 1.8631, loss: 1.8631 2020-06-18 15:31:41,296 - mmaction - INFO - Epoch [88][200/3134] lr: 0.00010, eta: 6:34:34, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7719, loss_cls: 1.9564, loss: 1.9564 2020-06-18 15:31:52,813 - mmaction - INFO - Epoch [88][220/3134] lr: 0.00010, eta: 6:34:22, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7750, loss_cls: 1.8935, loss: 1.8935 2020-06-18 15:32:04,310 - mmaction - INFO - Epoch [88][240/3134] lr: 0.00010, eta: 6:34:10, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7719, loss_cls: 1.9851, loss: 1.9851 2020-06-18 15:32:15,716 - mmaction - INFO - Epoch [88][260/3134] lr: 0.00010, eta: 6:33:59, time: 0.570, data_time: 0.001, memory: 8339, top1_acc: 0.5781, top5_acc: 0.8187, loss_cls: 1.7155, loss: 1.7155 2020-06-18 15:32:27,150 - mmaction - INFO - Epoch [88][280/3134] lr: 0.00010, eta: 6:33:47, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7656, loss_cls: 2.0340, loss: 2.0340 2020-06-18 15:32:38,773 - mmaction - INFO - Epoch [88][300/3134] lr: 0.00010, eta: 6:33:35, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7438, loss_cls: 2.1426, loss: 2.1426 2020-06-18 15:32:50,276 - mmaction - INFO - Epoch [88][320/3134] lr: 0.00010, eta: 6:33:24, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7688, loss_cls: 2.0086, loss: 2.0086 2020-06-18 15:33:01,771 - mmaction - INFO - Epoch [88][340/3134] lr: 0.00010, eta: 6:33:12, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7969, loss_cls: 1.9944, loss: 1.9944 2020-06-18 15:33:13,264 - mmaction - INFO - Epoch [88][360/3134] lr: 0.00010, eta: 6:33:00, time: 0.573, data_time: 0.000, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7625, loss_cls: 1.9674, loss: 1.9674 2020-06-18 15:33:24,803 - mmaction - INFO - Epoch [88][380/3134] lr: 0.00010, eta: 6:32:48, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7719, loss_cls: 1.9335, loss: 1.9335 2020-06-18 15:33:36,406 - mmaction - INFO - Epoch [88][400/3134] lr: 0.00010, eta: 6:32:37, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7656, loss_cls: 2.0649, loss: 2.0649 2020-06-18 15:33:47,874 - mmaction - INFO - Epoch [88][420/3134] lr: 0.00010, eta: 6:32:25, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5500, top5_acc: 0.8000, loss_cls: 1.8698, loss: 1.8698 2020-06-18 15:33:59,315 - mmaction - INFO - Epoch [88][440/3134] lr: 0.00010, eta: 6:32:13, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7688, loss_cls: 1.9321, loss: 1.9321 2020-06-18 15:34:10,890 - mmaction - INFO - Epoch [88][460/3134] lr: 0.00010, eta: 6:32:02, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7812, loss_cls: 1.9841, loss: 1.9841 2020-06-18 15:34:22,366 - mmaction - INFO - Epoch [88][480/3134] lr: 0.00010, eta: 6:31:50, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7719, loss_cls: 1.9417, loss: 1.9417 2020-06-18 15:34:33,823 - mmaction - INFO - Epoch [88][500/3134] lr: 0.00010, eta: 6:31:38, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7875, loss_cls: 1.9021, loss: 1.9021 2020-06-18 15:34:45,373 - mmaction - INFO - Epoch [88][520/3134] lr: 0.00010, eta: 6:31:27, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.5844, top5_acc: 0.8250, loss_cls: 1.7198, loss: 1.7198 2020-06-18 15:34:56,870 - mmaction - INFO - Epoch [88][540/3134] lr: 0.00010, eta: 6:31:15, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7719, loss_cls: 2.0158, loss: 2.0158 2020-06-18 15:35:08,367 - mmaction - INFO - Epoch [88][560/3134] lr: 0.00010, eta: 6:31:03, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7500, loss_cls: 2.0098, loss: 2.0098 2020-06-18 15:35:19,872 - mmaction - INFO - Epoch [88][580/3134] lr: 0.00010, eta: 6:30:51, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7500, loss_cls: 2.0852, loss: 2.0852 2020-06-18 15:35:31,410 - mmaction - INFO - Epoch [88][600/3134] lr: 0.00010, eta: 6:30:40, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7906, loss_cls: 2.0113, loss: 2.0113 2020-06-18 15:35:42,885 - mmaction - INFO - Epoch [88][620/3134] lr: 0.00010, eta: 6:30:28, time: 0.574, data_time: 0.005, memory: 8339, top1_acc: 0.5687, top5_acc: 0.7781, loss_cls: 1.8816, loss: 1.8816 2020-06-18 15:35:54,335 - mmaction - INFO - Epoch [88][640/3134] lr: 0.00010, eta: 6:30:16, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7594, loss_cls: 1.9443, loss: 1.9443 2020-06-18 15:36:05,798 - mmaction - INFO - Epoch [88][660/3134] lr: 0.00010, eta: 6:30:05, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7969, loss_cls: 1.8508, loss: 1.8508 2020-06-18 15:36:17,227 - mmaction - INFO - Epoch [88][680/3134] lr: 0.00010, eta: 6:29:53, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7937, loss_cls: 1.8602, loss: 1.8602 2020-06-18 15:36:28,710 - mmaction - INFO - Epoch [88][700/3134] lr: 0.00010, eta: 6:29:41, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5781, top5_acc: 0.8281, loss_cls: 1.6988, loss: 1.6988 2020-06-18 15:36:40,172 - mmaction - INFO - Epoch [88][720/3134] lr: 0.00010, eta: 6:29:29, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7688, loss_cls: 1.9212, loss: 1.9212 2020-06-18 15:36:51,608 - mmaction - INFO - Epoch [88][740/3134] lr: 0.00010, eta: 6:29:18, time: 0.572, data_time: 0.002, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7500, loss_cls: 2.0703, loss: 2.0703 2020-06-18 15:37:03,051 - mmaction - INFO - Epoch [88][760/3134] lr: 0.00010, eta: 6:29:06, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7594, loss_cls: 2.1146, loss: 2.1146 2020-06-18 15:37:14,580 - mmaction - INFO - Epoch [88][780/3134] lr: 0.00010, eta: 6:28:54, time: 0.576, data_time: 0.004, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7719, loss_cls: 1.9201, loss: 1.9201 2020-06-18 15:37:26,067 - mmaction - INFO - Epoch [88][800/3134] lr: 0.00010, eta: 6:28:43, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5813, top5_acc: 0.8375, loss_cls: 1.6804, loss: 1.6804 2020-06-18 15:37:37,522 - mmaction - INFO - Epoch [88][820/3134] lr: 0.00010, eta: 6:28:31, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7906, loss_cls: 1.9391, loss: 1.9391 2020-06-18 15:37:49,037 - mmaction - INFO - Epoch [88][840/3134] lr: 0.00010, eta: 6:28:19, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7531, loss_cls: 1.9582, loss: 1.9582 2020-06-18 15:38:00,556 - mmaction - INFO - Epoch [88][860/3134] lr: 0.00010, eta: 6:28:08, time: 0.578, data_time: 0.004, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7500, loss_cls: 2.0525, loss: 2.0525 2020-06-18 15:38:12,060 - mmaction - INFO - Epoch [88][880/3134] lr: 0.00010, eta: 6:27:56, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7750, loss_cls: 1.9888, loss: 1.9888 2020-06-18 15:38:23,498 - mmaction - INFO - Epoch [88][900/3134] lr: 0.00010, eta: 6:27:44, time: 0.572, data_time: 0.002, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7531, loss_cls: 1.9481, loss: 1.9481 2020-06-18 15:38:34,920 - mmaction - INFO - Epoch [88][920/3134] lr: 0.00010, eta: 6:27:32, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7906, loss_cls: 1.8871, loss: 1.8871 2020-06-18 15:38:46,468 - mmaction - INFO - Epoch [88][940/3134] lr: 0.00010, eta: 6:27:21, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7906, loss_cls: 1.9020, loss: 1.9020 2020-06-18 15:38:57,933 - mmaction - INFO - Epoch [88][960/3134] lr: 0.00010, eta: 6:27:09, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5781, top5_acc: 0.8063, loss_cls: 1.7352, loss: 1.7352 2020-06-18 15:39:09,337 - mmaction - INFO - Epoch [88][980/3134] lr: 0.00010, eta: 6:26:57, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7750, loss_cls: 1.9696, loss: 1.9696 2020-06-18 15:39:20,825 - mmaction - INFO - Epoch [88][1000/3134] lr: 0.00010, eta: 6:26:46, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7906, loss_cls: 1.8829, loss: 1.8829 2020-06-18 15:39:32,333 - mmaction - INFO - Epoch [88][1020/3134] lr: 0.00010, eta: 6:26:34, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.5781, top5_acc: 0.7969, loss_cls: 1.8541, loss: 1.8541 2020-06-18 15:39:43,712 - mmaction - INFO - Epoch [88][1040/3134] lr: 0.00010, eta: 6:26:22, time: 0.569, data_time: 0.001, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7719, loss_cls: 1.9301, loss: 1.9301 2020-06-18 15:39:55,395 - mmaction - INFO - Epoch [88][1060/3134] lr: 0.00010, eta: 6:26:10, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7812, loss_cls: 1.9012, loss: 1.9012 2020-06-18 15:40:06,955 - mmaction - INFO - Epoch [88][1080/3134] lr: 0.00010, eta: 6:25:59, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7812, loss_cls: 2.0431, loss: 2.0431 2020-06-18 15:40:18,462 - mmaction - INFO - Epoch [88][1100/3134] lr: 0.00010, eta: 6:25:47, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.5969, top5_acc: 0.7875, loss_cls: 1.7785, loss: 1.7785 2020-06-18 15:40:29,918 - mmaction - INFO - Epoch [88][1120/3134] lr: 0.00010, eta: 6:25:35, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7625, loss_cls: 2.0100, loss: 2.0100 2020-06-18 15:40:41,455 - mmaction - INFO - Epoch [88][1140/3134] lr: 0.00010, eta: 6:25:24, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7625, loss_cls: 2.0982, loss: 2.0982 2020-06-18 15:40:52,891 - mmaction - INFO - Epoch [88][1160/3134] lr: 0.00010, eta: 6:25:12, time: 0.573, data_time: 0.004, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7812, loss_cls: 1.8793, loss: 1.8793 2020-06-18 15:41:04,430 - mmaction - INFO - Epoch [88][1180/3134] lr: 0.00010, eta: 6:25:00, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7906, loss_cls: 1.8530, loss: 1.8530 2020-06-18 15:41:15,865 - mmaction - INFO - Epoch [88][1200/3134] lr: 0.00010, eta: 6:24:49, time: 0.572, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.8031, loss_cls: 1.9704, loss: 1.9704 2020-06-18 15:41:27,270 - mmaction - INFO - Epoch [88][1220/3134] lr: 0.00010, eta: 6:24:37, time: 0.572, data_time: 0.002, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7656, loss_cls: 1.9781, loss: 1.9781 2020-06-18 15:41:38,794 - mmaction - INFO - Epoch [88][1240/3134] lr: 0.00010, eta: 6:24:25, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7531, loss_cls: 2.0614, loss: 2.0614 2020-06-18 15:41:50,231 - mmaction - INFO - Epoch [88][1260/3134] lr: 0.00010, eta: 6:24:13, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7312, loss_cls: 2.1630, loss: 2.1630 2020-06-18 15:42:01,855 - mmaction - INFO - Epoch [88][1280/3134] lr: 0.00010, eta: 6:24:02, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5844, top5_acc: 0.8000, loss_cls: 1.8284, loss: 1.8284 2020-06-18 15:42:13,302 - mmaction - INFO - Epoch [88][1300/3134] lr: 0.00010, eta: 6:23:50, time: 0.575, data_time: 0.004, memory: 8339, top1_acc: 0.5687, top5_acc: 0.7937, loss_cls: 1.8926, loss: 1.8926 2020-06-18 15:42:24,661 - mmaction - INFO - Epoch [88][1320/3134] lr: 0.00010, eta: 6:23:38, time: 0.568, data_time: 0.001, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7625, loss_cls: 1.9926, loss: 1.9926 2020-06-18 15:42:36,176 - mmaction - INFO - Epoch [88][1340/3134] lr: 0.00010, eta: 6:23:27, time: 0.576, data_time: 0.004, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7625, loss_cls: 1.8684, loss: 1.8684 2020-06-18 15:42:47,777 - mmaction - INFO - Epoch [88][1360/3134] lr: 0.00010, eta: 6:23:15, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5531, top5_acc: 0.8031, loss_cls: 1.8569, loss: 1.8569 2020-06-18 15:42:59,221 - mmaction - INFO - Epoch [88][1380/3134] lr: 0.00010, eta: 6:23:03, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.5531, top5_acc: 0.8125, loss_cls: 1.8571, loss: 1.8571 2020-06-18 15:43:10,700 - mmaction - INFO - Epoch [88][1400/3134] lr: 0.00010, eta: 6:22:51, time: 0.571, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7906, loss_cls: 1.9510, loss: 1.9510 2020-06-18 15:43:22,151 - mmaction - INFO - Epoch [88][1420/3134] lr: 0.00010, eta: 6:22:40, time: 0.576, data_time: 0.005, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7562, loss_cls: 2.0612, loss: 2.0612 2020-06-18 15:43:33,656 - mmaction - INFO - Epoch [88][1440/3134] lr: 0.00010, eta: 6:22:28, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7781, loss_cls: 1.8515, loss: 1.8515 2020-06-18 15:43:45,179 - mmaction - INFO - Epoch [88][1460/3134] lr: 0.00010, eta: 6:22:16, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7781, loss_cls: 2.0103, loss: 2.0103 2020-06-18 15:43:56,593 - mmaction - INFO - Epoch [88][1480/3134] lr: 0.00010, eta: 6:22:05, time: 0.573, data_time: 0.004, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7656, loss_cls: 2.0410, loss: 2.0410 2020-06-18 15:44:08,072 - mmaction - INFO - Epoch [88][1500/3134] lr: 0.00010, eta: 6:21:53, time: 0.573, data_time: 0.000, memory: 8339, top1_acc: 0.5687, top5_acc: 0.7750, loss_cls: 1.9422, loss: 1.9422 2020-06-18 15:44:19,479 - mmaction - INFO - Epoch [88][1520/3134] lr: 0.00010, eta: 6:21:41, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.5938, top5_acc: 0.8094, loss_cls: 1.7507, loss: 1.7507 2020-06-18 15:44:30,936 - mmaction - INFO - Epoch [88][1540/3134] lr: 0.00010, eta: 6:21:30, time: 0.572, data_time: 0.000, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7812, loss_cls: 2.0146, loss: 2.0146 2020-06-18 15:44:42,476 - mmaction - INFO - Epoch [88][1560/3134] lr: 0.00010, eta: 6:21:18, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5469, top5_acc: 0.8031, loss_cls: 1.8177, loss: 1.8177 2020-06-18 15:44:53,941 - mmaction - INFO - Epoch [88][1580/3134] lr: 0.00010, eta: 6:21:06, time: 0.573, data_time: 0.004, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7906, loss_cls: 1.8620, loss: 1.8620 2020-06-18 15:45:05,501 - mmaction - INFO - Epoch [88][1600/3134] lr: 0.00010, eta: 6:20:54, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7781, loss_cls: 1.9786, loss: 1.9786 2020-06-18 15:45:16,995 - mmaction - INFO - Epoch [88][1620/3134] lr: 0.00010, eta: 6:20:43, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5687, top5_acc: 0.7656, loss_cls: 2.0235, loss: 2.0235 2020-06-18 15:45:28,524 - mmaction - INFO - Epoch [88][1640/3134] lr: 0.00010, eta: 6:20:31, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5875, top5_acc: 0.8406, loss_cls: 1.6603, loss: 1.6603 2020-06-18 15:45:40,066 - mmaction - INFO - Epoch [88][1660/3134] lr: 0.00010, eta: 6:20:19, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7812, loss_cls: 1.9282, loss: 1.9282 2020-06-18 15:45:51,542 - mmaction - INFO - Epoch [88][1680/3134] lr: 0.00010, eta: 6:20:08, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7844, loss_cls: 2.0550, loss: 2.0550 2020-06-18 15:46:02,941 - mmaction - INFO - Epoch [88][1700/3134] lr: 0.00010, eta: 6:19:56, time: 0.570, data_time: 0.001, memory: 8339, top1_acc: 0.5094, top5_acc: 0.8344, loss_cls: 1.7996, loss: 1.7996 2020-06-18 15:46:14,374 - mmaction - INFO - Epoch [88][1720/3134] lr: 0.00010, eta: 6:19:44, time: 0.571, data_time: 0.000, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7875, loss_cls: 1.9162, loss: 1.9162 2020-06-18 15:46:25,836 - mmaction - INFO - Epoch [88][1740/3134] lr: 0.00010, eta: 6:19:32, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7219, loss_cls: 2.1939, loss: 2.1939 2020-06-18 15:46:37,492 - mmaction - INFO - Epoch [88][1760/3134] lr: 0.00010, eta: 6:19:21, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7906, loss_cls: 1.9499, loss: 1.9499 2020-06-18 15:46:48,927 - mmaction - INFO - Epoch [88][1780/3134] lr: 0.00010, eta: 6:19:09, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7812, loss_cls: 1.8729, loss: 1.8729 2020-06-18 15:47:00,412 - mmaction - INFO - Epoch [88][1800/3134] lr: 0.00010, eta: 6:18:57, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7875, loss_cls: 1.9287, loss: 1.9287 2020-06-18 15:47:11,926 - mmaction - INFO - Epoch [88][1820/3134] lr: 0.00010, eta: 6:18:46, time: 0.575, data_time: 0.004, memory: 8339, top1_acc: 0.5781, top5_acc: 0.8125, loss_cls: 1.7881, loss: 1.7881 2020-06-18 15:47:23,514 - mmaction - INFO - Epoch [88][1840/3134] lr: 0.00010, eta: 6:18:34, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7594, loss_cls: 1.9432, loss: 1.9432 2020-06-18 15:47:34,990 - mmaction - INFO - Epoch [88][1860/3134] lr: 0.00010, eta: 6:18:22, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5719, top5_acc: 0.7906, loss_cls: 1.8458, loss: 1.8458 2020-06-18 15:47:46,525 - mmaction - INFO - Epoch [88][1880/3134] lr: 0.00010, eta: 6:18:11, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5375, top5_acc: 0.8000, loss_cls: 1.9604, loss: 1.9604 2020-06-18 15:47:58,005 - mmaction - INFO - Epoch [88][1900/3134] lr: 0.00010, eta: 6:17:59, time: 0.576, data_time: 0.004, memory: 8339, top1_acc: 0.5719, top5_acc: 0.7969, loss_cls: 1.8359, loss: 1.8359 2020-06-18 15:48:09,465 - mmaction - INFO - Epoch [88][1920/3134] lr: 0.00010, eta: 6:17:47, time: 0.571, data_time: 0.003, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7531, loss_cls: 1.9859, loss: 1.9859 2020-06-18 15:48:20,912 - mmaction - INFO - Epoch [88][1940/3134] lr: 0.00010, eta: 6:17:35, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7781, loss_cls: 1.9598, loss: 1.9598 2020-06-18 15:48:32,317 - mmaction - INFO - Epoch [88][1960/3134] lr: 0.00010, eta: 6:17:24, time: 0.570, data_time: 0.001, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7937, loss_cls: 1.9788, loss: 1.9788 2020-06-18 15:48:43,770 - mmaction - INFO - Epoch [88][1980/3134] lr: 0.00010, eta: 6:17:12, time: 0.572, data_time: 0.003, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7844, loss_cls: 1.9397, loss: 1.9397 2020-06-18 15:48:55,203 - mmaction - INFO - Epoch [88][2000/3134] lr: 0.00010, eta: 6:17:00, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7594, loss_cls: 2.0846, loss: 2.0846 2020-06-18 15:49:06,773 - mmaction - INFO - Epoch [88][2020/3134] lr: 0.00010, eta: 6:16:49, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7688, loss_cls: 2.0505, loss: 2.0505 2020-06-18 15:49:18,239 - mmaction - INFO - Epoch [88][2040/3134] lr: 0.00010, eta: 6:16:37, time: 0.577, data_time: 0.005, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7625, loss_cls: 2.0385, loss: 2.0385 2020-06-18 15:49:29,664 - mmaction - INFO - Epoch [88][2060/3134] lr: 0.00010, eta: 6:16:25, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7906, loss_cls: 1.9003, loss: 1.9003 2020-06-18 15:49:41,238 - mmaction - INFO - Epoch [88][2080/3134] lr: 0.00010, eta: 6:16:13, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5813, top5_acc: 0.8219, loss_cls: 1.7455, loss: 1.7455 2020-06-18 15:49:52,668 - mmaction - INFO - Epoch [88][2100/3134] lr: 0.00010, eta: 6:16:02, time: 0.574, data_time: 0.004, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7781, loss_cls: 1.9859, loss: 1.9859 2020-06-18 15:50:04,235 - mmaction - INFO - Epoch [88][2120/3134] lr: 0.00010, eta: 6:15:50, time: 0.578, data_time: 0.000, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7594, loss_cls: 2.0129, loss: 2.0129 2020-06-18 15:50:15,716 - mmaction - INFO - Epoch [88][2140/3134] lr: 0.00010, eta: 6:15:38, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7719, loss_cls: 1.8942, loss: 1.8942 2020-06-18 15:50:27,135 - mmaction - INFO - Epoch [88][2160/3134] lr: 0.00010, eta: 6:15:27, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7531, loss_cls: 2.1075, loss: 2.1075 2020-06-18 15:50:38,610 - mmaction - INFO - Epoch [88][2180/3134] lr: 0.00010, eta: 6:15:15, time: 0.572, data_time: 0.003, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7719, loss_cls: 2.0062, loss: 2.0062 2020-06-18 15:50:50,080 - mmaction - INFO - Epoch [88][2200/3134] lr: 0.00010, eta: 6:15:03, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7594, loss_cls: 2.0811, loss: 2.0811 2020-06-18 15:51:01,532 - mmaction - INFO - Epoch [88][2220/3134] lr: 0.00010, eta: 6:14:52, time: 0.571, data_time: 0.000, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7438, loss_cls: 2.1406, loss: 2.1406 2020-06-18 15:51:13,065 - mmaction - INFO - Epoch [88][2240/3134] lr: 0.00010, eta: 6:14:40, time: 0.576, data_time: 0.004, memory: 8339, top1_acc: 0.5437, top5_acc: 0.8094, loss_cls: 1.7700, loss: 1.7700 2020-06-18 15:51:24,593 - mmaction - INFO - Epoch [88][2260/3134] lr: 0.00010, eta: 6:14:28, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5375, top5_acc: 0.8031, loss_cls: 1.8827, loss: 1.8827 2020-06-18 15:51:36,062 - mmaction - INFO - Epoch [88][2280/3134] lr: 0.00010, eta: 6:14:16, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7656, loss_cls: 1.9399, loss: 1.9399 2020-06-18 15:51:47,538 - mmaction - INFO - Epoch [88][2300/3134] lr: 0.00010, eta: 6:14:05, time: 0.573, data_time: 0.004, memory: 8339, top1_acc: 0.5375, top5_acc: 0.8000, loss_cls: 1.8661, loss: 1.8661 2020-06-18 15:51:58,999 - mmaction - INFO - Epoch [88][2320/3134] lr: 0.00010, eta: 6:13:53, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7688, loss_cls: 1.9429, loss: 1.9429 2020-06-18 15:52:10,380 - mmaction - INFO - Epoch [88][2340/3134] lr: 0.00010, eta: 6:13:41, time: 0.568, data_time: 0.000, memory: 8339, top1_acc: 0.5813, top5_acc: 0.8000, loss_cls: 1.8982, loss: 1.8982 2020-06-18 15:52:21,823 - mmaction - INFO - Epoch [88][2360/3134] lr: 0.00010, eta: 6:13:30, time: 0.573, data_time: 0.004, memory: 8339, top1_acc: 0.5687, top5_acc: 0.8156, loss_cls: 1.8267, loss: 1.8267 2020-06-18 15:52:33,340 - mmaction - INFO - Epoch [88][2380/3134] lr: 0.00010, eta: 6:13:18, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.5969, top5_acc: 0.8250, loss_cls: 1.7054, loss: 1.7054 2020-06-18 15:52:44,716 - mmaction - INFO - Epoch [88][2400/3134] lr: 0.00010, eta: 6:13:06, time: 0.569, data_time: 0.001, memory: 8339, top1_acc: 0.5969, top5_acc: 0.7969, loss_cls: 1.8039, loss: 1.8039 2020-06-18 15:52:56,202 - mmaction - INFO - Epoch [88][2420/3134] lr: 0.00010, eta: 6:12:54, time: 0.572, data_time: 0.003, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7875, loss_cls: 1.9078, loss: 1.9078 2020-06-18 15:53:07,694 - mmaction - INFO - Epoch [88][2440/3134] lr: 0.00010, eta: 6:12:43, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7750, loss_cls: 1.8921, loss: 1.8921 2020-06-18 15:53:19,204 - mmaction - INFO - Epoch [88][2460/3134] lr: 0.00010, eta: 6:12:31, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7719, loss_cls: 1.8979, loss: 1.8979 2020-06-18 15:53:30,638 - mmaction - INFO - Epoch [88][2480/3134] lr: 0.00010, eta: 6:12:19, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.5250, top5_acc: 0.8094, loss_cls: 1.8946, loss: 1.8946 2020-06-18 15:53:42,146 - mmaction - INFO - Epoch [88][2500/3134] lr: 0.00010, eta: 6:12:08, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7812, loss_cls: 1.9782, loss: 1.9782 2020-06-18 15:53:53,642 - mmaction - INFO - Epoch [88][2520/3134] lr: 0.00010, eta: 6:11:56, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7719, loss_cls: 1.9128, loss: 1.9128 2020-06-18 15:54:05,162 - mmaction - INFO - Epoch [88][2540/3134] lr: 0.00010, eta: 6:11:44, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7625, loss_cls: 2.0935, loss: 2.0935 2020-06-18 15:54:16,575 - mmaction - INFO - Epoch [88][2560/3134] lr: 0.00010, eta: 6:11:33, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7969, loss_cls: 1.8342, loss: 1.8342 2020-06-18 15:54:28,061 - mmaction - INFO - Epoch [88][2580/3134] lr: 0.00010, eta: 6:11:21, time: 0.571, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7562, loss_cls: 2.0641, loss: 2.0641 2020-06-18 15:54:39,483 - mmaction - INFO - Epoch [88][2600/3134] lr: 0.00010, eta: 6:11:09, time: 0.574, data_time: 0.004, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7750, loss_cls: 1.9830, loss: 1.9830 2020-06-18 15:54:50,933 - mmaction - INFO - Epoch [88][2620/3134] lr: 0.00010, eta: 6:10:57, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7844, loss_cls: 1.9279, loss: 1.9279 2020-06-18 15:55:02,472 - mmaction - INFO - Epoch [88][2640/3134] lr: 0.00010, eta: 6:10:46, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7594, loss_cls: 2.0625, loss: 2.0625 2020-06-18 15:55:14,003 - mmaction - INFO - Epoch [88][2660/3134] lr: 0.00010, eta: 6:10:34, time: 0.576, data_time: 0.000, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7531, loss_cls: 2.0081, loss: 2.0081 2020-06-18 15:55:25,493 - mmaction - INFO - Epoch [88][2680/3134] lr: 0.00010, eta: 6:10:22, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7688, loss_cls: 1.9899, loss: 1.9899 2020-06-18 15:55:37,085 - mmaction - INFO - Epoch [88][2700/3134] lr: 0.00010, eta: 6:10:11, time: 0.579, data_time: 0.004, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7969, loss_cls: 1.9043, loss: 1.9043 2020-06-18 15:55:48,554 - mmaction - INFO - Epoch [88][2720/3134] lr: 0.00010, eta: 6:09:59, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.5563, top5_acc: 0.8344, loss_cls: 1.7454, loss: 1.7454 2020-06-18 15:56:00,020 - mmaction - INFO - Epoch [88][2740/3134] lr: 0.00010, eta: 6:09:47, time: 0.572, data_time: 0.000, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7844, loss_cls: 1.9547, loss: 1.9547 2020-06-18 15:56:11,475 - mmaction - INFO - Epoch [88][2760/3134] lr: 0.00010, eta: 6:09:36, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7812, loss_cls: 1.8910, loss: 1.8910 2020-06-18 15:56:22,853 - mmaction - INFO - Epoch [88][2780/3134] lr: 0.00010, eta: 6:09:24, time: 0.568, data_time: 0.000, memory: 8339, top1_acc: 0.4562, top5_acc: 0.7250, loss_cls: 2.2278, loss: 2.2278 2020-06-18 15:56:34,399 - mmaction - INFO - Epoch [88][2800/3134] lr: 0.00010, eta: 6:09:12, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7875, loss_cls: 2.0499, loss: 2.0499 2020-06-18 15:56:45,891 - mmaction - INFO - Epoch [88][2820/3134] lr: 0.00010, eta: 6:09:00, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5719, top5_acc: 0.7719, loss_cls: 1.9401, loss: 1.9401 2020-06-18 15:56:57,366 - mmaction - INFO - Epoch [88][2840/3134] lr: 0.00010, eta: 6:08:49, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.6156, top5_acc: 0.8406, loss_cls: 1.6998, loss: 1.6998 2020-06-18 15:57:08,825 - mmaction - INFO - Epoch [88][2860/3134] lr: 0.00010, eta: 6:08:37, time: 0.572, data_time: 0.003, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7812, loss_cls: 1.9369, loss: 1.9369 2020-06-18 15:57:20,335 - mmaction - INFO - Epoch [88][2880/3134] lr: 0.00010, eta: 6:08:25, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7812, loss_cls: 1.9437, loss: 1.9437 2020-06-18 15:57:31,724 - mmaction - INFO - Epoch [88][2900/3134] lr: 0.00010, eta: 6:08:14, time: 0.569, data_time: 0.000, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7875, loss_cls: 1.9336, loss: 1.9336 2020-06-18 15:57:43,278 - mmaction - INFO - Epoch [88][2920/3134] lr: 0.00010, eta: 6:08:02, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7531, loss_cls: 2.0029, loss: 2.0029 2020-06-18 15:57:54,814 - mmaction - INFO - Epoch [88][2940/3134] lr: 0.00010, eta: 6:07:50, time: 0.579, data_time: 0.004, memory: 8339, top1_acc: 0.5687, top5_acc: 0.8125, loss_cls: 1.7960, loss: 1.7960 2020-06-18 15:58:06,213 - mmaction - INFO - Epoch [88][2960/3134] lr: 0.00010, eta: 6:07:38, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.5844, top5_acc: 0.7969, loss_cls: 1.8549, loss: 1.8549 2020-06-18 15:58:17,689 - mmaction - INFO - Epoch [88][2980/3134] lr: 0.00010, eta: 6:07:27, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7937, loss_cls: 1.9619, loss: 1.9619 2020-06-18 15:58:29,120 - mmaction - INFO - Epoch [88][3000/3134] lr: 0.00010, eta: 6:07:15, time: 0.571, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7812, loss_cls: 1.9876, loss: 1.9876 2020-06-18 15:58:40,576 - mmaction - INFO - Epoch [88][3020/3134] lr: 0.00010, eta: 6:07:03, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7906, loss_cls: 1.9120, loss: 1.9120 2020-06-18 15:58:52,094 - mmaction - INFO - Epoch [88][3040/3134] lr: 0.00010, eta: 6:06:52, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7594, loss_cls: 2.0413, loss: 2.0413 2020-06-18 15:59:03,572 - mmaction - INFO - Epoch [88][3060/3134] lr: 0.00010, eta: 6:06:40, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5750, top5_acc: 0.8000, loss_cls: 1.7407, loss: 1.7407 2020-06-18 15:59:14,987 - mmaction - INFO - Epoch [88][3080/3134] lr: 0.00010, eta: 6:06:28, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7562, loss_cls: 2.0024, loss: 2.0024 2020-06-18 15:59:26,484 - mmaction - INFO - Epoch [88][3100/3134] lr: 0.00010, eta: 6:06:17, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7937, loss_cls: 1.9537, loss: 1.9537 2020-06-18 15:59:37,998 - mmaction - INFO - Epoch [88][3120/3134] lr: 0.00010, eta: 6:06:05, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7812, loss_cls: 1.8983, loss: 1.8983 2020-06-18 16:00:15,367 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-18 16:00:16,675 - mmaction - INFO - top1_acc 0.2813 top5_acc 0.5282 2020-06-18 16:00:16,695 - mmaction - INFO - Epoch [88][3134/3134] lr: 0.00010, top1_acc: 0.2813, top5_acc: 0.5282 2020-06-18 16:00:33,762 - mmaction - INFO - Epoch [89][20/3134] lr: 0.00010, eta: 6:05:45, time: 0.842, data_time: 0.207, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7781, loss_cls: 1.9584, loss: 1.9584 2020-06-18 16:00:45,253 - mmaction - INFO - Epoch [89][40/3134] lr: 0.00010, eta: 6:05:33, time: 0.580, data_time: 0.009, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7531, loss_cls: 2.0174, loss: 2.0174 2020-06-18 16:00:56,658 - mmaction - INFO - Epoch [89][60/3134] lr: 0.00010, eta: 6:05:21, time: 0.570, data_time: 0.003, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7469, loss_cls: 2.0603, loss: 2.0603 2020-06-18 16:01:08,156 - mmaction - INFO - Epoch [89][80/3134] lr: 0.00010, eta: 6:05:09, time: 0.573, data_time: 0.004, memory: 8339, top1_acc: 0.5781, top5_acc: 0.8281, loss_cls: 1.7423, loss: 1.7423 2020-06-18 16:01:19,680 - mmaction - INFO - Epoch [89][100/3134] lr: 0.00010, eta: 6:04:58, time: 0.577, data_time: 0.004, memory: 8339, top1_acc: 0.5531, top5_acc: 0.8031, loss_cls: 1.8771, loss: 1.8771 2020-06-18 16:01:31,206 - mmaction - INFO - Epoch [89][120/3134] lr: 0.00010, eta: 6:04:46, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7562, loss_cls: 1.9780, loss: 1.9780 2020-06-18 16:01:42,711 - mmaction - INFO - Epoch [89][140/3134] lr: 0.00010, eta: 6:04:34, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7656, loss_cls: 2.0356, loss: 2.0356 2020-06-18 16:01:54,197 - mmaction - INFO - Epoch [89][160/3134] lr: 0.00010, eta: 6:04:23, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5687, top5_acc: 0.8000, loss_cls: 1.7320, loss: 1.7320 2020-06-18 16:02:05,710 - mmaction - INFO - Epoch [89][180/3134] lr: 0.00010, eta: 6:04:11, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7906, loss_cls: 1.8440, loss: 1.8440 2020-06-18 16:02:17,131 - mmaction - INFO - Epoch [89][200/3134] lr: 0.00010, eta: 6:03:59, time: 0.570, data_time: 0.003, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7656, loss_cls: 1.9826, loss: 1.9826 2020-06-18 16:02:28,595 - mmaction - INFO - Epoch [89][220/3134] lr: 0.00010, eta: 6:03:48, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5687, top5_acc: 0.7969, loss_cls: 1.8194, loss: 1.8194 2020-06-18 16:02:40,062 - mmaction - INFO - Epoch [89][240/3134] lr: 0.00010, eta: 6:03:36, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7375, loss_cls: 2.1979, loss: 2.1979 2020-06-18 16:02:51,642 - mmaction - INFO - Epoch [89][260/3134] lr: 0.00010, eta: 6:03:24, time: 0.579, data_time: 0.007, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7937, loss_cls: 1.8551, loss: 1.8551 2020-06-18 16:03:03,236 - mmaction - INFO - Epoch [89][280/3134] lr: 0.00010, eta: 6:03:12, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7594, loss_cls: 1.9726, loss: 1.9726 2020-06-18 16:03:14,661 - mmaction - INFO - Epoch [89][300/3134] lr: 0.00010, eta: 6:03:01, time: 0.572, data_time: 0.002, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7625, loss_cls: 2.0053, loss: 2.0053 2020-06-18 16:03:26,199 - mmaction - INFO - Epoch [89][320/3134] lr: 0.00010, eta: 6:02:49, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5625, top5_acc: 0.8219, loss_cls: 1.7329, loss: 1.7329 2020-06-18 16:03:37,670 - mmaction - INFO - Epoch [89][340/3134] lr: 0.00010, eta: 6:02:37, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5875, top5_acc: 0.8250, loss_cls: 1.7019, loss: 1.7019 2020-06-18 16:03:49,116 - mmaction - INFO - Epoch [89][360/3134] lr: 0.00010, eta: 6:02:26, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7812, loss_cls: 1.9441, loss: 1.9441 2020-06-18 16:04:00,581 - mmaction - INFO - Epoch [89][380/3134] lr: 0.00010, eta: 6:02:14, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5563, top5_acc: 0.8031, loss_cls: 1.8450, loss: 1.8450 2020-06-18 16:04:12,060 - mmaction - INFO - Epoch [89][400/3134] lr: 0.00010, eta: 6:02:02, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7906, loss_cls: 1.9445, loss: 1.9445 2020-06-18 16:04:23,606 - mmaction - INFO - Epoch [89][420/3134] lr: 0.00010, eta: 6:01:51, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7406, loss_cls: 1.9707, loss: 1.9707 2020-06-18 16:04:35,102 - mmaction - INFO - Epoch [89][440/3134] lr: 0.00010, eta: 6:01:39, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.5469, top5_acc: 0.8187, loss_cls: 1.7977, loss: 1.7977 2020-06-18 16:04:46,647 - mmaction - INFO - Epoch [89][460/3134] lr: 0.00010, eta: 6:01:27, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7906, loss_cls: 1.8908, loss: 1.8908 2020-06-18 16:04:58,155 - mmaction - INFO - Epoch [89][480/3134] lr: 0.00010, eta: 6:01:15, time: 0.574, data_time: 0.004, memory: 8339, top1_acc: 0.5813, top5_acc: 0.7844, loss_cls: 1.8644, loss: 1.8644 2020-06-18 16:05:09,740 - mmaction - INFO - Epoch [89][500/3134] lr: 0.00010, eta: 6:01:04, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7375, loss_cls: 2.0287, loss: 2.0287 2020-06-18 16:05:21,485 - mmaction - INFO - Epoch [89][520/3134] lr: 0.00010, eta: 6:00:52, time: 0.586, data_time: 0.009, memory: 8339, top1_acc: 0.5625, top5_acc: 0.8031, loss_cls: 1.8332, loss: 1.8332 2020-06-18 16:05:32,986 - mmaction - INFO - Epoch [89][540/3134] lr: 0.00010, eta: 6:00:40, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5875, top5_acc: 0.8156, loss_cls: 1.7394, loss: 1.7394 2020-06-18 16:05:44,408 - mmaction - INFO - Epoch [89][560/3134] lr: 0.00010, eta: 6:00:29, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7969, loss_cls: 1.8659, loss: 1.8659 2020-06-18 16:05:55,959 - mmaction - INFO - Epoch [89][580/3134] lr: 0.00010, eta: 6:00:17, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5531, top5_acc: 0.8156, loss_cls: 1.8917, loss: 1.8917 2020-06-18 16:06:07,408 - mmaction - INFO - Epoch [89][600/3134] lr: 0.00010, eta: 6:00:05, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7906, loss_cls: 1.7936, loss: 1.7936 2020-06-18 16:06:18,983 - mmaction - INFO - Epoch [89][620/3134] lr: 0.00010, eta: 5:59:54, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7688, loss_cls: 1.8755, loss: 1.8755 2020-06-18 16:06:30,483 - mmaction - INFO - Epoch [89][640/3134] lr: 0.00010, eta: 5:59:42, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7844, loss_cls: 1.9103, loss: 1.9103 2020-06-18 16:06:41,951 - mmaction - INFO - Epoch [89][660/3134] lr: 0.00010, eta: 5:59:30, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7438, loss_cls: 2.1413, loss: 2.1413 2020-06-18 16:06:53,408 - mmaction - INFO - Epoch [89][680/3134] lr: 0.00010, eta: 5:59:18, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5875, top5_acc: 0.8219, loss_cls: 1.7249, loss: 1.7249 2020-06-18 16:07:04,873 - mmaction - INFO - Epoch [89][700/3134] lr: 0.00010, eta: 5:59:07, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7688, loss_cls: 1.9362, loss: 1.9362 2020-06-18 16:07:16,334 - mmaction - INFO - Epoch [89][720/3134] lr: 0.00010, eta: 5:58:55, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7719, loss_cls: 2.0463, loss: 2.0463 2020-06-18 16:07:27,850 - mmaction - INFO - Epoch [89][740/3134] lr: 0.00010, eta: 5:58:43, time: 0.576, data_time: 0.004, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7844, loss_cls: 1.9919, loss: 1.9919 2020-06-18 16:07:39,382 - mmaction - INFO - Epoch [89][760/3134] lr: 0.00010, eta: 5:58:32, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.5906, top5_acc: 0.8000, loss_cls: 1.8286, loss: 1.8286 2020-06-18 16:07:50,846 - mmaction - INFO - Epoch [89][780/3134] lr: 0.00010, eta: 5:58:20, time: 0.571, data_time: 0.003, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7844, loss_cls: 1.8516, loss: 1.8516 2020-06-18 16:08:02,286 - mmaction - INFO - Epoch [89][800/3134] lr: 0.00010, eta: 5:58:08, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5531, top5_acc: 0.8094, loss_cls: 1.8294, loss: 1.8294 2020-06-18 16:08:13,772 - mmaction - INFO - Epoch [89][820/3134] lr: 0.00010, eta: 5:57:57, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5750, top5_acc: 0.7812, loss_cls: 1.9392, loss: 1.9392 2020-06-18 16:08:25,304 - mmaction - INFO - Epoch [89][840/3134] lr: 0.00010, eta: 5:57:45, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5563, top5_acc: 0.8187, loss_cls: 1.8098, loss: 1.8098 2020-06-18 16:08:36,749 - mmaction - INFO - Epoch [89][860/3134] lr: 0.00010, eta: 5:57:33, time: 0.574, data_time: 0.004, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7781, loss_cls: 2.0280, loss: 2.0280 2020-06-18 16:08:48,274 - mmaction - INFO - Epoch [89][880/3134] lr: 0.00010, eta: 5:57:21, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7875, loss_cls: 1.8960, loss: 1.8960 2020-06-18 16:08:59,815 - mmaction - INFO - Epoch [89][900/3134] lr: 0.00010, eta: 5:57:10, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7969, loss_cls: 1.8866, loss: 1.8866 2020-06-18 16:09:11,228 - mmaction - INFO - Epoch [89][920/3134] lr: 0.00010, eta: 5:56:58, time: 0.572, data_time: 0.002, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7937, loss_cls: 1.8059, loss: 1.8059 2020-06-18 16:09:22,621 - mmaction - INFO - Epoch [89][940/3134] lr: 0.00010, eta: 5:56:46, time: 0.570, data_time: 0.000, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7438, loss_cls: 1.9299, loss: 1.9299 2020-06-18 16:09:34,066 - mmaction - INFO - Epoch [89][960/3134] lr: 0.00010, eta: 5:56:35, time: 0.571, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7625, loss_cls: 1.9829, loss: 1.9829 2020-06-18 16:09:45,599 - mmaction - INFO - Epoch [89][980/3134] lr: 0.00010, eta: 5:56:23, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5969, top5_acc: 0.8156, loss_cls: 1.7170, loss: 1.7170 2020-06-18 16:09:57,016 - mmaction - INFO - Epoch [89][1000/3134] lr: 0.00010, eta: 5:56:11, time: 0.571, data_time: 0.002, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7625, loss_cls: 2.0615, loss: 2.0615 2020-06-18 16:10:08,518 - mmaction - INFO - Epoch [89][1020/3134] lr: 0.00010, eta: 5:56:00, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7656, loss_cls: 2.0360, loss: 2.0360 2020-06-18 16:10:20,010 - mmaction - INFO - Epoch [89][1040/3134] lr: 0.00010, eta: 5:55:48, time: 0.576, data_time: 0.004, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7719, loss_cls: 2.0338, loss: 2.0338 2020-06-18 16:10:31,453 - mmaction - INFO - Epoch [89][1060/3134] lr: 0.00010, eta: 5:55:36, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7906, loss_cls: 1.9608, loss: 1.9608 2020-06-18 16:10:42,851 - mmaction - INFO - Epoch [89][1080/3134] lr: 0.00010, eta: 5:55:24, time: 0.570, data_time: 0.001, memory: 8339, top1_acc: 0.5719, top5_acc: 0.7906, loss_cls: 1.8107, loss: 1.8107 2020-06-18 16:10:54,340 - mmaction - INFO - Epoch [89][1100/3134] lr: 0.00010, eta: 5:55:13, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7750, loss_cls: 1.9458, loss: 1.9458 2020-06-18 16:11:05,808 - mmaction - INFO - Epoch [89][1120/3134] lr: 0.00010, eta: 5:55:01, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5594, top5_acc: 0.8031, loss_cls: 1.7401, loss: 1.7401 2020-06-18 16:11:17,222 - mmaction - INFO - Epoch [89][1140/3134] lr: 0.00010, eta: 5:54:49, time: 0.570, data_time: 0.001, memory: 8339, top1_acc: 0.5437, top5_acc: 0.8063, loss_cls: 1.8964, loss: 1.8964 2020-06-18 16:11:28,830 - mmaction - INFO - Epoch [89][1160/3134] lr: 0.00010, eta: 5:54:38, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5188, top5_acc: 0.8031, loss_cls: 1.8913, loss: 1.8913 2020-06-18 16:11:40,244 - mmaction - INFO - Epoch [89][1180/3134] lr: 0.00010, eta: 5:54:26, time: 0.570, data_time: 0.003, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7625, loss_cls: 2.1036, loss: 2.1036 2020-06-18 16:11:51,773 - mmaction - INFO - Epoch [89][1200/3134] lr: 0.00010, eta: 5:54:14, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5844, top5_acc: 0.7750, loss_cls: 1.9102, loss: 1.9102 2020-06-18 16:12:03,276 - mmaction - INFO - Epoch [89][1220/3134] lr: 0.00010, eta: 5:54:03, time: 0.574, data_time: 0.000, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7937, loss_cls: 1.8906, loss: 1.8906 2020-06-18 16:12:14,823 - mmaction - INFO - Epoch [89][1240/3134] lr: 0.00010, eta: 5:53:51, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7719, loss_cls: 1.9026, loss: 1.9026 2020-06-18 16:12:26,259 - mmaction - INFO - Epoch [89][1260/3134] lr: 0.00010, eta: 5:53:39, time: 0.574, data_time: 0.004, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7781, loss_cls: 2.0300, loss: 2.0300 2020-06-18 16:12:37,747 - mmaction - INFO - Epoch [89][1280/3134] lr: 0.00010, eta: 5:53:27, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5500, top5_acc: 0.8000, loss_cls: 1.8700, loss: 1.8700 2020-06-18 16:12:49,303 - mmaction - INFO - Epoch [89][1300/3134] lr: 0.00010, eta: 5:53:16, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7875, loss_cls: 1.9227, loss: 1.9227 2020-06-18 16:13:00,898 - mmaction - INFO - Epoch [89][1320/3134] lr: 0.00010, eta: 5:53:04, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7844, loss_cls: 1.9505, loss: 1.9505 2020-06-18 16:13:12,347 - mmaction - INFO - Epoch [89][1340/3134] lr: 0.00010, eta: 5:52:52, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7969, loss_cls: 1.8285, loss: 1.8285 2020-06-18 16:13:23,852 - mmaction - INFO - Epoch [89][1360/3134] lr: 0.00010, eta: 5:52:41, time: 0.572, data_time: 0.003, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7656, loss_cls: 1.9209, loss: 1.9209 2020-06-18 16:13:35,325 - mmaction - INFO - Epoch [89][1380/3134] lr: 0.00010, eta: 5:52:29, time: 0.576, data_time: 0.004, memory: 8339, top1_acc: 0.5563, top5_acc: 0.8375, loss_cls: 1.7965, loss: 1.7965 2020-06-18 16:13:46,872 - mmaction - INFO - Epoch [89][1400/3134] lr: 0.00010, eta: 5:52:17, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.5719, top5_acc: 0.8000, loss_cls: 1.8234, loss: 1.8234 2020-06-18 16:13:58,342 - mmaction - INFO - Epoch [89][1420/3134] lr: 0.00010, eta: 5:52:06, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7562, loss_cls: 2.0606, loss: 2.0606 2020-06-18 16:14:09,871 - mmaction - INFO - Epoch [89][1440/3134] lr: 0.00010, eta: 5:51:54, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7969, loss_cls: 1.8944, loss: 1.8944 2020-06-18 16:14:21,367 - mmaction - INFO - Epoch [89][1460/3134] lr: 0.00010, eta: 5:51:42, time: 0.579, data_time: 0.005, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7812, loss_cls: 1.8861, loss: 1.8861 2020-06-18 16:14:32,778 - mmaction - INFO - Epoch [89][1480/3134] lr: 0.00010, eta: 5:51:30, time: 0.570, data_time: 0.000, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7156, loss_cls: 2.1236, loss: 2.1236 2020-06-18 16:14:44,265 - mmaction - INFO - Epoch [89][1500/3134] lr: 0.00010, eta: 5:51:19, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7937, loss_cls: 1.9281, loss: 1.9281 2020-06-18 16:14:55,770 - mmaction - INFO - Epoch [89][1520/3134] lr: 0.00010, eta: 5:51:07, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5375, top5_acc: 0.8063, loss_cls: 1.8854, loss: 1.8854 2020-06-18 16:15:07,219 - mmaction - INFO - Epoch [89][1540/3134] lr: 0.00010, eta: 5:50:55, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7750, loss_cls: 2.0105, loss: 2.0105 2020-06-18 16:15:18,703 - mmaction - INFO - Epoch [89][1560/3134] lr: 0.00010, eta: 5:50:44, time: 0.573, data_time: 0.000, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7594, loss_cls: 2.1216, loss: 2.1216 2020-06-18 16:15:30,180 - mmaction - INFO - Epoch [89][1580/3134] lr: 0.00010, eta: 5:50:32, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5844, top5_acc: 0.8063, loss_cls: 1.8033, loss: 1.8033 2020-06-18 16:15:41,840 - mmaction - INFO - Epoch [89][1600/3134] lr: 0.00010, eta: 5:50:20, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7219, loss_cls: 2.1899, loss: 2.1899 2020-06-18 16:15:53,255 - mmaction - INFO - Epoch [89][1620/3134] lr: 0.00010, eta: 5:50:09, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7500, loss_cls: 2.0969, loss: 2.0969 2020-06-18 16:16:04,753 - mmaction - INFO - Epoch [89][1640/3134] lr: 0.00010, eta: 5:49:57, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.8219, loss_cls: 1.8796, loss: 1.8796 2020-06-18 16:16:16,211 - mmaction - INFO - Epoch [89][1660/3134] lr: 0.00010, eta: 5:49:45, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7875, loss_cls: 1.9613, loss: 1.9613 2020-06-18 16:16:27,646 - mmaction - INFO - Epoch [89][1680/3134] lr: 0.00010, eta: 5:49:33, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7656, loss_cls: 2.0202, loss: 2.0202 2020-06-18 16:16:39,176 - mmaction - INFO - Epoch [89][1700/3134] lr: 0.00010, eta: 5:49:22, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5813, top5_acc: 0.8531, loss_cls: 1.6211, loss: 1.6211 2020-06-18 16:16:50,650 - mmaction - INFO - Epoch [89][1720/3134] lr: 0.00010, eta: 5:49:10, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7844, loss_cls: 1.9802, loss: 1.9802 2020-06-18 16:17:02,153 - mmaction - INFO - Epoch [89][1740/3134] lr: 0.00010, eta: 5:48:58, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7875, loss_cls: 1.8613, loss: 1.8613 2020-06-18 16:17:13,656 - mmaction - INFO - Epoch [89][1760/3134] lr: 0.00010, eta: 5:48:47, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5938, top5_acc: 0.7875, loss_cls: 1.7830, loss: 1.7830 2020-06-18 16:17:25,229 - mmaction - INFO - Epoch [89][1780/3134] lr: 0.00010, eta: 5:48:35, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7750, loss_cls: 1.9838, loss: 1.9838 2020-06-18 16:17:36,638 - mmaction - INFO - Epoch [89][1800/3134] lr: 0.00010, eta: 5:48:23, time: 0.569, data_time: 0.001, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7750, loss_cls: 1.8919, loss: 1.8919 2020-06-18 16:17:48,127 - mmaction - INFO - Epoch [89][1820/3134] lr: 0.00010, eta: 5:48:12, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5344, top5_acc: 0.8031, loss_cls: 1.8629, loss: 1.8629 2020-06-18 16:17:59,707 - mmaction - INFO - Epoch [89][1840/3134] lr: 0.00010, eta: 5:48:00, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5813, top5_acc: 0.7969, loss_cls: 1.8688, loss: 1.8688 2020-06-18 16:18:11,106 - mmaction - INFO - Epoch [89][1860/3134] lr: 0.00010, eta: 5:47:48, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7406, loss_cls: 2.0497, loss: 2.0497 2020-06-18 16:18:22,647 - mmaction - INFO - Epoch [89][1880/3134] lr: 0.00010, eta: 5:47:36, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5687, top5_acc: 0.7906, loss_cls: 1.9183, loss: 1.9183 2020-06-18 16:18:34,222 - mmaction - INFO - Epoch [89][1900/3134] lr: 0.00010, eta: 5:47:25, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.5719, top5_acc: 0.7812, loss_cls: 1.9207, loss: 1.9207 2020-06-18 16:18:45,653 - mmaction - INFO - Epoch [89][1920/3134] lr: 0.00010, eta: 5:47:13, time: 0.571, data_time: 0.002, memory: 8339, top1_acc: 0.5156, top5_acc: 0.8031, loss_cls: 1.9810, loss: 1.9810 2020-06-18 16:18:57,150 - mmaction - INFO - Epoch [89][1940/3134] lr: 0.00010, eta: 5:47:01, time: 0.575, data_time: 0.004, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7656, loss_cls: 1.9846, loss: 1.9846 2020-06-18 16:19:08,744 - mmaction - INFO - Epoch [89][1960/3134] lr: 0.00010, eta: 5:46:50, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5250, top5_acc: 0.8000, loss_cls: 1.8583, loss: 1.8583 2020-06-18 16:19:20,232 - mmaction - INFO - Epoch [89][1980/3134] lr: 0.00010, eta: 5:46:38, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7937, loss_cls: 1.9224, loss: 1.9224 2020-06-18 16:19:31,774 - mmaction - INFO - Epoch [89][2000/3134] lr: 0.00010, eta: 5:46:26, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.5188, top5_acc: 0.8000, loss_cls: 1.8974, loss: 1.8974 2020-06-18 16:19:43,210 - mmaction - INFO - Epoch [89][2020/3134] lr: 0.00010, eta: 5:46:15, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7937, loss_cls: 1.9096, loss: 1.9096 2020-06-18 16:19:54,659 - mmaction - INFO - Epoch [89][2040/3134] lr: 0.00010, eta: 5:46:03, time: 0.572, data_time: 0.000, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7719, loss_cls: 2.0530, loss: 2.0530 2020-06-18 16:20:06,342 - mmaction - INFO - Epoch [89][2060/3134] lr: 0.00010, eta: 5:45:51, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5875, top5_acc: 0.8187, loss_cls: 1.7102, loss: 1.7102 2020-06-18 16:20:17,766 - mmaction - INFO - Epoch [89][2080/3134] lr: 0.00010, eta: 5:45:39, time: 0.572, data_time: 0.002, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7656, loss_cls: 1.9264, loss: 1.9264 2020-06-18 16:20:29,253 - mmaction - INFO - Epoch [89][2100/3134] lr: 0.00010, eta: 5:45:28, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7281, loss_cls: 2.1024, loss: 2.1024 2020-06-18 16:20:40,756 - mmaction - INFO - Epoch [89][2120/3134] lr: 0.00010, eta: 5:45:16, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7812, loss_cls: 1.8543, loss: 1.8543 2020-06-18 16:20:52,179 - mmaction - INFO - Epoch [89][2140/3134] lr: 0.00010, eta: 5:45:04, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5563, top5_acc: 0.8094, loss_cls: 1.8408, loss: 1.8408 2020-06-18 16:21:03,750 - mmaction - INFO - Epoch [89][2160/3134] lr: 0.00010, eta: 5:44:53, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7875, loss_cls: 1.9545, loss: 1.9545 2020-06-18 16:21:15,217 - mmaction - INFO - Epoch [89][2180/3134] lr: 0.00010, eta: 5:44:41, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.8281, loss_cls: 1.8211, loss: 1.8211 2020-06-18 16:21:26,763 - mmaction - INFO - Epoch [89][2200/3134] lr: 0.00010, eta: 5:44:29, time: 0.576, data_time: 0.000, memory: 8339, top1_acc: 0.5563, top5_acc: 0.8031, loss_cls: 1.8623, loss: 1.8623 2020-06-18 16:21:38,246 - mmaction - INFO - Epoch [89][2220/3134] lr: 0.00010, eta: 5:44:18, time: 0.573, data_time: 0.004, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7625, loss_cls: 1.9302, loss: 1.9302 2020-06-18 16:21:49,697 - mmaction - INFO - Epoch [89][2240/3134] lr: 0.00010, eta: 5:44:06, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7906, loss_cls: 1.9322, loss: 1.9322 2020-06-18 16:22:01,126 - mmaction - INFO - Epoch [89][2260/3134] lr: 0.00010, eta: 5:43:54, time: 0.572, data_time: 0.000, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7750, loss_cls: 1.9962, loss: 1.9962 2020-06-18 16:22:12,648 - mmaction - INFO - Epoch [89][2280/3134] lr: 0.00010, eta: 5:43:43, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7844, loss_cls: 1.9359, loss: 1.9359 2020-06-18 16:22:24,197 - mmaction - INFO - Epoch [89][2300/3134] lr: 0.00010, eta: 5:43:31, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7688, loss_cls: 2.0689, loss: 2.0689 2020-06-18 16:22:35,651 - mmaction - INFO - Epoch [89][2320/3134] lr: 0.00010, eta: 5:43:19, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7500, loss_cls: 2.0105, loss: 2.0105 2020-06-18 16:22:47,174 - mmaction - INFO - Epoch [89][2340/3134] lr: 0.00010, eta: 5:43:07, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5719, top5_acc: 0.7844, loss_cls: 1.8960, loss: 1.8960 2020-06-18 16:22:58,754 - mmaction - INFO - Epoch [89][2360/3134] lr: 0.00010, eta: 5:42:56, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7844, loss_cls: 1.8457, loss: 1.8457 2020-06-18 16:23:10,271 - mmaction - INFO - Epoch [89][2380/3134] lr: 0.00010, eta: 5:42:44, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7969, loss_cls: 1.8583, loss: 1.8583 2020-06-18 16:23:21,858 - mmaction - INFO - Epoch [89][2400/3134] lr: 0.00010, eta: 5:42:32, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.5437, top5_acc: 0.8063, loss_cls: 1.8745, loss: 1.8745 2020-06-18 16:23:33,439 - mmaction - INFO - Epoch [89][2420/3134] lr: 0.00010, eta: 5:42:21, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5625, top5_acc: 0.8250, loss_cls: 1.7979, loss: 1.7979 2020-06-18 16:23:44,922 - mmaction - INFO - Epoch [89][2440/3134] lr: 0.00010, eta: 5:42:09, time: 0.573, data_time: 0.000, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7844, loss_cls: 1.8660, loss: 1.8660 2020-06-18 16:23:56,383 - mmaction - INFO - Epoch [89][2460/3134] lr: 0.00010, eta: 5:41:57, time: 0.572, data_time: 0.004, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7312, loss_cls: 2.0533, loss: 2.0533 2020-06-18 16:24:07,840 - mmaction - INFO - Epoch [89][2480/3134] lr: 0.00010, eta: 5:41:46, time: 0.575, data_time: 0.004, memory: 8339, top1_acc: 0.5188, top5_acc: 0.8156, loss_cls: 1.8641, loss: 1.8641 2020-06-18 16:24:19,350 - mmaction - INFO - Epoch [89][2500/3134] lr: 0.00010, eta: 5:41:34, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.5750, top5_acc: 0.8063, loss_cls: 1.7832, loss: 1.7832 2020-06-18 16:24:30,890 - mmaction - INFO - Epoch [89][2520/3134] lr: 0.00010, eta: 5:41:22, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7562, loss_cls: 2.0191, loss: 2.0191 2020-06-18 16:24:42,343 - mmaction - INFO - Epoch [89][2540/3134] lr: 0.00010, eta: 5:41:10, time: 0.572, data_time: 0.002, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7719, loss_cls: 1.9714, loss: 1.9714 2020-06-18 16:24:53,842 - mmaction - INFO - Epoch [89][2560/3134] lr: 0.00010, eta: 5:40:59, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.5312, top5_acc: 0.8094, loss_cls: 1.9160, loss: 1.9160 2020-06-18 16:25:05,399 - mmaction - INFO - Epoch [89][2580/3134] lr: 0.00010, eta: 5:40:47, time: 0.578, data_time: 0.004, memory: 8339, top1_acc: 0.5406, top5_acc: 0.8000, loss_cls: 1.8816, loss: 1.8816 2020-06-18 16:25:16,875 - mmaction - INFO - Epoch [89][2600/3134] lr: 0.00010, eta: 5:40:35, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5687, top5_acc: 0.8063, loss_cls: 1.8887, loss: 1.8887 2020-06-18 16:25:28,424 - mmaction - INFO - Epoch [89][2620/3134] lr: 0.00010, eta: 5:40:24, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7969, loss_cls: 1.8994, loss: 1.8994 2020-06-18 16:25:39,978 - mmaction - INFO - Epoch [89][2640/3134] lr: 0.00010, eta: 5:40:12, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7750, loss_cls: 1.9546, loss: 1.9546 2020-06-18 16:25:51,475 - mmaction - INFO - Epoch [89][2660/3134] lr: 0.00010, eta: 5:40:00, time: 0.577, data_time: 0.004, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7969, loss_cls: 1.8508, loss: 1.8508 2020-06-18 16:26:02,906 - mmaction - INFO - Epoch [89][2680/3134] lr: 0.00010, eta: 5:39:49, time: 0.571, data_time: 0.002, memory: 8339, top1_acc: 0.5687, top5_acc: 0.7969, loss_cls: 1.9109, loss: 1.9109 2020-06-18 16:26:14,621 - mmaction - INFO - Epoch [89][2700/3134] lr: 0.00010, eta: 5:39:37, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7875, loss_cls: 1.9144, loss: 1.9144 2020-06-18 16:26:26,149 - mmaction - INFO - Epoch [89][2720/3134] lr: 0.00010, eta: 5:39:25, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5312, top5_acc: 0.8094, loss_cls: 1.9458, loss: 1.9458 2020-06-18 16:26:37,630 - mmaction - INFO - Epoch [89][2740/3134] lr: 0.00010, eta: 5:39:14, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7594, loss_cls: 2.1109, loss: 2.1109 2020-06-18 16:26:49,089 - mmaction - INFO - Epoch [89][2760/3134] lr: 0.00010, eta: 5:39:02, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7812, loss_cls: 1.9410, loss: 1.9410 2020-06-18 16:27:00,642 - mmaction - INFO - Epoch [89][2780/3134] lr: 0.00010, eta: 5:38:50, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7750, loss_cls: 1.9338, loss: 1.9338 2020-06-18 16:27:12,115 - mmaction - INFO - Epoch [89][2800/3134] lr: 0.00010, eta: 5:38:38, time: 0.574, data_time: 0.004, memory: 8339, top1_acc: 0.5781, top5_acc: 0.7812, loss_cls: 1.8729, loss: 1.8729 2020-06-18 16:27:23,674 - mmaction - INFO - Epoch [89][2820/3134] lr: 0.00010, eta: 5:38:27, time: 0.576, data_time: 0.004, memory: 8339, top1_acc: 0.5656, top5_acc: 0.8125, loss_cls: 1.8551, loss: 1.8551 2020-06-18 16:27:35,120 - mmaction - INFO - Epoch [89][2840/3134] lr: 0.00010, eta: 5:38:15, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5531, top5_acc: 0.8187, loss_cls: 1.7747, loss: 1.7747 2020-06-18 16:27:46,609 - mmaction - INFO - Epoch [89][2860/3134] lr: 0.00010, eta: 5:38:03, time: 0.574, data_time: 0.000, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7750, loss_cls: 2.0047, loss: 2.0047 2020-06-18 16:27:58,020 - mmaction - INFO - Epoch [89][2880/3134] lr: 0.00010, eta: 5:37:52, time: 0.570, data_time: 0.001, memory: 8339, top1_acc: 0.5469, top5_acc: 0.8094, loss_cls: 1.9051, loss: 1.9051 2020-06-18 16:28:09,516 - mmaction - INFO - Epoch [89][2900/3134] lr: 0.00010, eta: 5:37:40, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5094, top5_acc: 0.8063, loss_cls: 1.9811, loss: 1.9811 2020-06-18 16:28:20,994 - mmaction - INFO - Epoch [89][2920/3134] lr: 0.00010, eta: 5:37:28, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5719, top5_acc: 0.8156, loss_cls: 1.8039, loss: 1.8039 2020-06-18 16:28:32,538 - mmaction - INFO - Epoch [89][2940/3134] lr: 0.00010, eta: 5:37:17, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.5625, top5_acc: 0.8156, loss_cls: 1.7691, loss: 1.7691 2020-06-18 16:28:44,331 - mmaction - INFO - Epoch [89][2960/3134] lr: 0.00010, eta: 5:37:05, time: 0.588, data_time: 0.016, memory: 8339, top1_acc: 0.5781, top5_acc: 0.7875, loss_cls: 1.8603, loss: 1.8603 2020-06-18 16:28:55,869 - mmaction - INFO - Epoch [89][2980/3134] lr: 0.00010, eta: 5:36:53, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5500, top5_acc: 0.8094, loss_cls: 1.8890, loss: 1.8890 2020-06-18 16:29:07,332 - mmaction - INFO - Epoch [89][3000/3134] lr: 0.00010, eta: 5:36:41, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7969, loss_cls: 1.9169, loss: 1.9169 2020-06-18 16:29:18,903 - mmaction - INFO - Epoch [89][3020/3134] lr: 0.00010, eta: 5:36:30, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5687, top5_acc: 0.8125, loss_cls: 1.8008, loss: 1.8008 2020-06-18 16:29:30,352 - mmaction - INFO - Epoch [89][3040/3134] lr: 0.00010, eta: 5:36:18, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7281, loss_cls: 2.1514, loss: 2.1514 2020-06-18 16:29:41,768 - mmaction - INFO - Epoch [89][3060/3134] lr: 0.00010, eta: 5:36:06, time: 0.570, data_time: 0.000, memory: 8339, top1_acc: 0.5750, top5_acc: 0.8094, loss_cls: 1.7130, loss: 1.7130 2020-06-18 16:29:53,276 - mmaction - INFO - Epoch [89][3080/3134] lr: 0.00010, eta: 5:35:55, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7969, loss_cls: 1.8764, loss: 1.8764 2020-06-18 16:30:04,735 - mmaction - INFO - Epoch [89][3100/3134] lr: 0.00010, eta: 5:35:43, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7937, loss_cls: 1.9253, loss: 1.9253 2020-06-18 16:30:16,202 - mmaction - INFO - Epoch [89][3120/3134] lr: 0.00010, eta: 5:35:31, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5750, top5_acc: 0.7969, loss_cls: 1.8326, loss: 1.8326 2020-06-18 16:30:55,715 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-18 16:30:57,007 - mmaction - INFO - top1_acc 0.2820 top5_acc 0.5296 2020-06-18 16:30:57,026 - mmaction - INFO - Epoch [89][3134/3134] lr: 0.00010, top1_acc: 0.2820, top5_acc: 0.5296 2020-06-18 16:31:11,937 - mmaction - INFO - Epoch [90][20/3134] lr: 0.00010, eta: 5:35:11, time: 0.744, data_time: 0.172, memory: 8339, top1_acc: 0.5906, top5_acc: 0.8000, loss_cls: 1.8070, loss: 1.8070 2020-06-18 16:31:23,544 - mmaction - INFO - Epoch [90][40/3134] lr: 0.00010, eta: 5:34:59, time: 0.580, data_time: 0.012, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7656, loss_cls: 2.0075, loss: 2.0075 2020-06-18 16:31:34,983 - mmaction - INFO - Epoch [90][60/3134] lr: 0.00010, eta: 5:34:47, time: 0.572, data_time: 0.003, memory: 8339, top1_acc: 0.5844, top5_acc: 0.8031, loss_cls: 1.7858, loss: 1.7858 2020-06-18 16:31:46,425 - mmaction - INFO - Epoch [90][80/3134] lr: 0.00010, eta: 5:34:36, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7750, loss_cls: 1.9598, loss: 1.9598 2020-06-18 16:31:58,090 - mmaction - INFO - Epoch [90][100/3134] lr: 0.00010, eta: 5:34:24, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7562, loss_cls: 2.0905, loss: 2.0905 2020-06-18 16:32:09,488 - mmaction - INFO - Epoch [90][120/3134] lr: 0.00010, eta: 5:34:12, time: 0.570, data_time: 0.002, memory: 8339, top1_acc: 0.5844, top5_acc: 0.7781, loss_cls: 1.7620, loss: 1.7620 2020-06-18 16:32:20,909 - mmaction - INFO - Epoch [90][140/3134] lr: 0.00010, eta: 5:34:01, time: 0.572, data_time: 0.002, memory: 8339, top1_acc: 0.5500, top5_acc: 0.8031, loss_cls: 1.8009, loss: 1.8009 2020-06-18 16:32:32,373 - mmaction - INFO - Epoch [90][160/3134] lr: 0.00010, eta: 5:33:49, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7781, loss_cls: 2.1182, loss: 2.1182 2020-06-18 16:32:43,797 - mmaction - INFO - Epoch [90][180/3134] lr: 0.00010, eta: 5:33:37, time: 0.572, data_time: 0.002, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7937, loss_cls: 1.9336, loss: 1.9336 2020-06-18 16:32:55,329 - mmaction - INFO - Epoch [90][200/3134] lr: 0.00010, eta: 5:33:26, time: 0.576, data_time: 0.004, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7844, loss_cls: 1.9401, loss: 1.9401 2020-06-18 16:33:06,788 - mmaction - INFO - Epoch [90][220/3134] lr: 0.00010, eta: 5:33:14, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7719, loss_cls: 1.9967, loss: 1.9967 2020-06-18 16:33:18,335 - mmaction - INFO - Epoch [90][240/3134] lr: 0.00010, eta: 5:33:02, time: 0.578, data_time: 0.004, memory: 8339, top1_acc: 0.5719, top5_acc: 0.8094, loss_cls: 1.7987, loss: 1.7987 2020-06-18 16:33:29,902 - mmaction - INFO - Epoch [90][260/3134] lr: 0.00010, eta: 5:32:50, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.5750, top5_acc: 0.7750, loss_cls: 1.9278, loss: 1.9278 2020-06-18 16:33:41,431 - mmaction - INFO - Epoch [90][280/3134] lr: 0.00010, eta: 5:32:39, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7656, loss_cls: 2.0086, loss: 2.0086 2020-06-18 16:33:53,109 - mmaction - INFO - Epoch [90][300/3134] lr: 0.00010, eta: 5:32:27, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.5687, top5_acc: 0.7594, loss_cls: 1.9652, loss: 1.9652 2020-06-18 16:34:04,587 - mmaction - INFO - Epoch [90][320/3134] lr: 0.00010, eta: 5:32:15, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5969, top5_acc: 0.8625, loss_cls: 1.5457, loss: 1.5457 2020-06-18 16:34:16,067 - mmaction - INFO - Epoch [90][340/3134] lr: 0.00010, eta: 5:32:04, time: 0.574, data_time: 0.000, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7656, loss_cls: 1.9314, loss: 1.9314 2020-06-18 16:34:27,603 - mmaction - INFO - Epoch [90][360/3134] lr: 0.00010, eta: 5:31:52, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.6062, top5_acc: 0.8063, loss_cls: 1.7669, loss: 1.7669 2020-06-18 16:34:39,112 - mmaction - INFO - Epoch [90][380/3134] lr: 0.00010, eta: 5:31:40, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.5406, top5_acc: 0.8125, loss_cls: 1.9599, loss: 1.9599 2020-06-18 16:34:50,605 - mmaction - INFO - Epoch [90][400/3134] lr: 0.00010, eta: 5:31:29, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7594, loss_cls: 2.0893, loss: 2.0893 2020-06-18 16:35:02,131 - mmaction - INFO - Epoch [90][420/3134] lr: 0.00010, eta: 5:31:17, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7844, loss_cls: 2.0176, loss: 2.0176 2020-06-18 16:35:13,667 - mmaction - INFO - Epoch [90][440/3134] lr: 0.00010, eta: 5:31:05, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7719, loss_cls: 1.9506, loss: 1.9506 2020-06-18 16:35:25,187 - mmaction - INFO - Epoch [90][460/3134] lr: 0.00010, eta: 5:30:54, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5344, top5_acc: 0.8063, loss_cls: 1.8495, loss: 1.8495 2020-06-18 16:35:36,709 - mmaction - INFO - Epoch [90][480/3134] lr: 0.00010, eta: 5:30:42, time: 0.578, data_time: 0.004, memory: 8339, top1_acc: 0.5594, top5_acc: 0.8000, loss_cls: 1.9015, loss: 1.9015 2020-06-18 16:35:48,197 - mmaction - INFO - Epoch [90][500/3134] lr: 0.00010, eta: 5:30:30, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5500, top5_acc: 0.8094, loss_cls: 1.8728, loss: 1.8728 2020-06-18 16:35:59,727 - mmaction - INFO - Epoch [90][520/3134] lr: 0.00010, eta: 5:30:18, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5656, top5_acc: 0.8094, loss_cls: 1.8559, loss: 1.8559 2020-06-18 16:36:11,244 - mmaction - INFO - Epoch [90][540/3134] lr: 0.00010, eta: 5:30:07, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5719, top5_acc: 0.7906, loss_cls: 1.8458, loss: 1.8458 2020-06-18 16:36:22,691 - mmaction - INFO - Epoch [90][560/3134] lr: 0.00010, eta: 5:29:55, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7812, loss_cls: 1.8532, loss: 1.8532 2020-06-18 16:36:34,252 - mmaction - INFO - Epoch [90][580/3134] lr: 0.00010, eta: 5:29:43, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5563, top5_acc: 0.8031, loss_cls: 1.7821, loss: 1.7821 2020-06-18 16:36:48,002 - mmaction - INFO - Epoch [90][600/3134] lr: 0.00010, eta: 5:29:32, time: 0.689, data_time: 0.002, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7906, loss_cls: 1.9370, loss: 1.9370 2020-06-18 16:36:59,462 - mmaction - INFO - Epoch [90][620/3134] lr: 0.00010, eta: 5:29:20, time: 0.573, data_time: 0.000, memory: 8339, top1_acc: 0.5969, top5_acc: 0.8281, loss_cls: 1.7225, loss: 1.7225 2020-06-18 16:37:11,073 - mmaction - INFO - Epoch [90][640/3134] lr: 0.00010, eta: 5:29:09, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7719, loss_cls: 1.9240, loss: 1.9240 2020-06-18 16:37:22,568 - mmaction - INFO - Epoch [90][660/3134] lr: 0.00010, eta: 5:28:57, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7969, loss_cls: 1.9412, loss: 1.9412 2020-06-18 16:37:34,177 - mmaction - INFO - Epoch [90][680/3134] lr: 0.00010, eta: 5:28:45, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.6094, top5_acc: 0.8125, loss_cls: 1.7618, loss: 1.7618 2020-06-18 16:37:45,720 - mmaction - INFO - Epoch [90][700/3134] lr: 0.00010, eta: 5:28:34, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.5375, top5_acc: 0.8000, loss_cls: 1.8853, loss: 1.8853 2020-06-18 16:37:57,146 - mmaction - INFO - Epoch [90][720/3134] lr: 0.00010, eta: 5:28:22, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7844, loss_cls: 1.9830, loss: 1.9830 2020-06-18 16:38:08,610 - mmaction - INFO - Epoch [90][740/3134] lr: 0.00010, eta: 5:28:10, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7469, loss_cls: 2.0523, loss: 2.0523 2020-06-18 16:38:20,081 - mmaction - INFO - Epoch [90][760/3134] lr: 0.00010, eta: 5:27:58, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7844, loss_cls: 1.9553, loss: 1.9553 2020-06-18 16:38:31,627 - mmaction - INFO - Epoch [90][780/3134] lr: 0.00010, eta: 5:27:47, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5531, top5_acc: 0.8156, loss_cls: 1.7876, loss: 1.7876 2020-06-18 16:38:43,160 - mmaction - INFO - Epoch [90][800/3134] lr: 0.00010, eta: 5:27:35, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7719, loss_cls: 1.9151, loss: 1.9151 2020-06-18 16:38:54,593 - mmaction - INFO - Epoch [90][820/3134] lr: 0.00010, eta: 5:27:23, time: 0.571, data_time: 0.000, memory: 8339, top1_acc: 0.5844, top5_acc: 0.7781, loss_cls: 1.8541, loss: 1.8541 2020-06-18 16:39:06,114 - mmaction - INFO - Epoch [90][840/3134] lr: 0.00010, eta: 5:27:12, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7562, loss_cls: 2.0519, loss: 2.0519 2020-06-18 16:39:17,572 - mmaction - INFO - Epoch [90][860/3134] lr: 0.00010, eta: 5:27:00, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5375, top5_acc: 0.8031, loss_cls: 1.9305, loss: 1.9305 2020-06-18 16:39:29,088 - mmaction - INFO - Epoch [90][880/3134] lr: 0.00010, eta: 5:26:48, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7688, loss_cls: 1.9705, loss: 1.9705 2020-06-18 16:39:40,577 - mmaction - INFO - Epoch [90][900/3134] lr: 0.00010, eta: 5:26:37, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7750, loss_cls: 1.9522, loss: 1.9522 2020-06-18 16:39:52,105 - mmaction - INFO - Epoch [90][920/3134] lr: 0.00010, eta: 5:26:25, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7937, loss_cls: 1.9649, loss: 1.9649 2020-06-18 16:40:03,550 - mmaction - INFO - Epoch [90][940/3134] lr: 0.00010, eta: 5:26:13, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7781, loss_cls: 1.9361, loss: 1.9361 2020-06-18 16:40:14,987 - mmaction - INFO - Epoch [90][960/3134] lr: 0.00010, eta: 5:26:01, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7438, loss_cls: 2.0106, loss: 2.0106 2020-06-18 16:40:26,447 - mmaction - INFO - Epoch [90][980/3134] lr: 0.00010, eta: 5:25:50, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7906, loss_cls: 1.9070, loss: 1.9070 2020-06-18 16:40:38,066 - mmaction - INFO - Epoch [90][1000/3134] lr: 0.00010, eta: 5:25:38, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7250, loss_cls: 2.1307, loss: 2.1307 2020-06-18 16:40:49,615 - mmaction - INFO - Epoch [90][1020/3134] lr: 0.00010, eta: 5:25:26, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7562, loss_cls: 2.0832, loss: 2.0832 2020-06-18 16:41:01,044 - mmaction - INFO - Epoch [90][1040/3134] lr: 0.00010, eta: 5:25:15, time: 0.572, data_time: 0.002, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7688, loss_cls: 1.9723, loss: 1.9723 2020-06-18 16:41:12,572 - mmaction - INFO - Epoch [90][1060/3134] lr: 0.00010, eta: 5:25:03, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5469, top5_acc: 0.8250, loss_cls: 1.8114, loss: 1.8114 2020-06-18 16:41:24,071 - mmaction - INFO - Epoch [90][1080/3134] lr: 0.00010, eta: 5:24:51, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.5656, top5_acc: 0.8063, loss_cls: 1.8475, loss: 1.8475 2020-06-18 16:41:35,568 - mmaction - INFO - Epoch [90][1100/3134] lr: 0.00010, eta: 5:24:40, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7937, loss_cls: 1.9334, loss: 1.9334 2020-06-18 16:41:47,308 - mmaction - INFO - Epoch [90][1120/3134] lr: 0.00010, eta: 5:24:28, time: 0.587, data_time: 0.011, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7781, loss_cls: 1.9328, loss: 1.9328 2020-06-18 16:41:58,801 - mmaction - INFO - Epoch [90][1140/3134] lr: 0.00010, eta: 5:24:16, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5656, top5_acc: 0.8000, loss_cls: 1.8826, loss: 1.8826 2020-06-18 16:42:10,229 - mmaction - INFO - Epoch [90][1160/3134] lr: 0.00010, eta: 5:24:05, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5781, top5_acc: 0.8125, loss_cls: 1.7941, loss: 1.7941 2020-06-18 16:42:21,671 - mmaction - INFO - Epoch [90][1180/3134] lr: 0.00010, eta: 5:23:53, time: 0.571, data_time: 0.000, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7844, loss_cls: 1.9319, loss: 1.9319 2020-06-18 16:42:33,183 - mmaction - INFO - Epoch [90][1200/3134] lr: 0.00010, eta: 5:23:41, time: 0.574, data_time: 0.004, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7906, loss_cls: 1.9102, loss: 1.9102 2020-06-18 16:42:44,635 - mmaction - INFO - Epoch [90][1220/3134] lr: 0.00010, eta: 5:23:29, time: 0.575, data_time: 0.004, memory: 8339, top1_acc: 0.5344, top5_acc: 0.8000, loss_cls: 1.8743, loss: 1.8743 2020-06-18 16:42:56,094 - mmaction - INFO - Epoch [90][1240/3134] lr: 0.00010, eta: 5:23:18, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7781, loss_cls: 1.9747, loss: 1.9747 2020-06-18 16:43:07,615 - mmaction - INFO - Epoch [90][1260/3134] lr: 0.00010, eta: 5:23:06, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7750, loss_cls: 2.0066, loss: 2.0066 2020-06-18 16:43:19,146 - mmaction - INFO - Epoch [90][1280/3134] lr: 0.00010, eta: 5:22:54, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5469, top5_acc: 0.8031, loss_cls: 1.8639, loss: 1.8639 2020-06-18 16:43:30,610 - mmaction - INFO - Epoch [90][1300/3134] lr: 0.00010, eta: 5:22:43, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7125, loss_cls: 2.1208, loss: 2.1208 2020-06-18 16:43:42,134 - mmaction - INFO - Epoch [90][1320/3134] lr: 0.00010, eta: 5:22:31, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5594, top5_acc: 0.8344, loss_cls: 1.7899, loss: 1.7899 2020-06-18 16:43:53,631 - mmaction - INFO - Epoch [90][1340/3134] lr: 0.00010, eta: 5:22:19, time: 0.574, data_time: 0.004, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7562, loss_cls: 1.9677, loss: 1.9677 2020-06-18 16:44:05,168 - mmaction - INFO - Epoch [90][1360/3134] lr: 0.00010, eta: 5:22:08, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5500, top5_acc: 0.8125, loss_cls: 1.7993, loss: 1.7993 2020-06-18 16:44:16,701 - mmaction - INFO - Epoch [90][1380/3134] lr: 0.00010, eta: 5:21:56, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7625, loss_cls: 1.9233, loss: 1.9233 2020-06-18 16:44:28,266 - mmaction - INFO - Epoch [90][1400/3134] lr: 0.00010, eta: 5:21:44, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7625, loss_cls: 2.0994, loss: 2.0994 2020-06-18 16:44:39,790 - mmaction - INFO - Epoch [90][1420/3134] lr: 0.00010, eta: 5:21:33, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.5750, top5_acc: 0.8250, loss_cls: 1.7829, loss: 1.7829 2020-06-18 16:44:51,237 - mmaction - INFO - Epoch [90][1440/3134] lr: 0.00010, eta: 5:21:21, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7531, loss_cls: 2.0101, loss: 2.0101 2020-06-18 16:45:02,696 - mmaction - INFO - Epoch [90][1460/3134] lr: 0.00010, eta: 5:21:09, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7625, loss_cls: 1.9416, loss: 1.9416 2020-06-18 16:45:14,128 - mmaction - INFO - Epoch [90][1480/3134] lr: 0.00010, eta: 5:20:57, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7406, loss_cls: 2.0464, loss: 2.0464 2020-06-18 16:45:25,622 - mmaction - INFO - Epoch [90][1500/3134] lr: 0.00010, eta: 5:20:46, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7594, loss_cls: 2.0568, loss: 2.0568 2020-06-18 16:45:37,178 - mmaction - INFO - Epoch [90][1520/3134] lr: 0.00010, eta: 5:20:34, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5437, top5_acc: 0.8000, loss_cls: 1.8288, loss: 1.8288 2020-06-18 16:45:48,704 - mmaction - INFO - Epoch [90][1540/3134] lr: 0.00010, eta: 5:20:22, time: 0.578, data_time: 0.004, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7906, loss_cls: 2.0008, loss: 2.0008 2020-06-18 16:46:00,216 - mmaction - INFO - Epoch [90][1560/3134] lr: 0.00010, eta: 5:20:11, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7250, loss_cls: 2.0790, loss: 2.0790 2020-06-18 16:46:11,787 - mmaction - INFO - Epoch [90][1580/3134] lr: 0.00010, eta: 5:19:59, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7937, loss_cls: 1.9107, loss: 1.9107 2020-06-18 16:46:23,284 - mmaction - INFO - Epoch [90][1600/3134] lr: 0.00010, eta: 5:19:47, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7781, loss_cls: 1.8683, loss: 1.8683 2020-06-18 16:46:34,766 - mmaction - INFO - Epoch [90][1620/3134] lr: 0.00010, eta: 5:19:36, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7719, loss_cls: 2.0347, loss: 2.0347 2020-06-18 16:46:46,228 - mmaction - INFO - Epoch [90][1640/3134] lr: 0.00010, eta: 5:19:24, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5500, top5_acc: 0.8156, loss_cls: 1.7503, loss: 1.7503 2020-06-18 16:46:57,782 - mmaction - INFO - Epoch [90][1660/3134] lr: 0.00010, eta: 5:19:12, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7937, loss_cls: 1.9123, loss: 1.9123 2020-06-18 16:47:09,308 - mmaction - INFO - Epoch [90][1680/3134] lr: 0.00010, eta: 5:19:01, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7469, loss_cls: 2.0356, loss: 2.0356 2020-06-18 16:47:20,780 - mmaction - INFO - Epoch [90][1700/3134] lr: 0.00010, eta: 5:18:49, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5469, top5_acc: 0.8031, loss_cls: 1.9420, loss: 1.9420 2020-06-18 16:47:32,192 - mmaction - INFO - Epoch [90][1720/3134] lr: 0.00010, eta: 5:18:37, time: 0.570, data_time: 0.001, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7812, loss_cls: 1.8737, loss: 1.8737 2020-06-18 16:47:43,667 - mmaction - INFO - Epoch [90][1740/3134] lr: 0.00010, eta: 5:18:25, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7969, loss_cls: 1.9785, loss: 1.9785 2020-06-18 16:47:55,181 - mmaction - INFO - Epoch [90][1760/3134] lr: 0.00010, eta: 5:18:14, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7937, loss_cls: 1.8830, loss: 1.8830 2020-06-18 16:48:06,623 - mmaction - INFO - Epoch [90][1780/3134] lr: 0.00010, eta: 5:18:02, time: 0.572, data_time: 0.002, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7750, loss_cls: 1.9323, loss: 1.9323 2020-06-18 16:48:18,142 - mmaction - INFO - Epoch [90][1800/3134] lr: 0.00010, eta: 5:17:50, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5781, top5_acc: 0.8219, loss_cls: 1.7381, loss: 1.7381 2020-06-18 16:48:29,580 - mmaction - INFO - Epoch [90][1820/3134] lr: 0.00010, eta: 5:17:39, time: 0.575, data_time: 0.004, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7750, loss_cls: 1.9148, loss: 1.9148 2020-06-18 16:48:40,980 - mmaction - INFO - Epoch [90][1840/3134] lr: 0.00010, eta: 5:17:27, time: 0.570, data_time: 0.001, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7812, loss_cls: 2.0194, loss: 2.0194 2020-06-18 16:48:52,499 - mmaction - INFO - Epoch [90][1860/3134] lr: 0.00010, eta: 5:17:15, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5687, top5_acc: 0.7688, loss_cls: 1.8818, loss: 1.8818 2020-06-18 16:49:04,013 - mmaction - INFO - Epoch [90][1880/3134] lr: 0.00010, eta: 5:17:04, time: 0.575, data_time: 0.006, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7875, loss_cls: 1.8957, loss: 1.8957 2020-06-18 16:49:15,665 - mmaction - INFO - Epoch [90][1900/3134] lr: 0.00010, eta: 5:16:52, time: 0.583, data_time: 0.011, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7562, loss_cls: 1.9093, loss: 1.9093 2020-06-18 16:49:27,138 - mmaction - INFO - Epoch [90][1920/3134] lr: 0.00010, eta: 5:16:40, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7969, loss_cls: 1.9054, loss: 1.9054 2020-06-18 16:49:38,634 - mmaction - INFO - Epoch [90][1940/3134] lr: 0.00010, eta: 5:16:28, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5563, top5_acc: 0.8031, loss_cls: 1.8451, loss: 1.8451 2020-06-18 16:49:50,202 - mmaction - INFO - Epoch [90][1960/3134] lr: 0.00010, eta: 5:16:17, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5188, top5_acc: 0.8031, loss_cls: 1.9366, loss: 1.9366 2020-06-18 16:50:01,766 - mmaction - INFO - Epoch [90][1980/3134] lr: 0.00010, eta: 5:16:05, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7937, loss_cls: 1.8766, loss: 1.8766 2020-06-18 16:50:13,227 - mmaction - INFO - Epoch [90][2000/3134] lr: 0.00010, eta: 5:15:53, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 2.0371, loss: 2.0371 2020-06-18 16:50:24,802 - mmaction - INFO - Epoch [90][2020/3134] lr: 0.00010, eta: 5:15:42, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7719, loss_cls: 1.9450, loss: 1.9450 2020-06-18 16:50:36,333 - mmaction - INFO - Epoch [90][2040/3134] lr: 0.00010, eta: 5:15:30, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.5031, top5_acc: 0.8031, loss_cls: 2.0355, loss: 2.0355 2020-06-18 16:50:47,806 - mmaction - INFO - Epoch [90][2060/3134] lr: 0.00010, eta: 5:15:18, time: 0.573, data_time: 0.000, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7812, loss_cls: 1.9336, loss: 1.9336 2020-06-18 16:50:59,333 - mmaction - INFO - Epoch [90][2080/3134] lr: 0.00010, eta: 5:15:07, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5563, top5_acc: 0.8187, loss_cls: 1.8056, loss: 1.8056 2020-06-18 16:51:10,882 - mmaction - INFO - Epoch [90][2100/3134] lr: 0.00010, eta: 5:14:55, time: 0.578, data_time: 0.005, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7719, loss_cls: 1.9487, loss: 1.9487 2020-06-18 16:51:22,392 - mmaction - INFO - Epoch [90][2120/3134] lr: 0.00010, eta: 5:14:43, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7844, loss_cls: 1.8869, loss: 1.8869 2020-06-18 16:51:33,854 - mmaction - INFO - Epoch [90][2140/3134] lr: 0.00010, eta: 5:14:32, time: 0.572, data_time: 0.003, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7781, loss_cls: 1.9023, loss: 1.9023 2020-06-18 16:51:45,364 - mmaction - INFO - Epoch [90][2160/3134] lr: 0.00010, eta: 5:14:20, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7719, loss_cls: 1.9398, loss: 1.9398 2020-06-18 16:51:56,855 - mmaction - INFO - Epoch [90][2180/3134] lr: 0.00010, eta: 5:14:08, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7781, loss_cls: 1.8799, loss: 1.8799 2020-06-18 16:52:08,401 - mmaction - INFO - Epoch [90][2200/3134] lr: 0.00010, eta: 5:13:56, time: 0.576, data_time: 0.005, memory: 8339, top1_acc: 0.5906, top5_acc: 0.8219, loss_cls: 1.7098, loss: 1.7098 2020-06-18 16:52:19,933 - mmaction - INFO - Epoch [90][2220/3134] lr: 0.00010, eta: 5:13:45, time: 0.578, data_time: 0.004, memory: 8339, top1_acc: 0.5531, top5_acc: 0.8000, loss_cls: 1.8216, loss: 1.8216 2020-06-18 16:52:31,397 - mmaction - INFO - Epoch [90][2240/3134] lr: 0.00010, eta: 5:13:33, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7937, loss_cls: 1.8910, loss: 1.8910 2020-06-18 16:52:42,869 - mmaction - INFO - Epoch [90][2260/3134] lr: 0.00010, eta: 5:13:21, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7750, loss_cls: 1.8789, loss: 1.8789 2020-06-18 16:52:54,321 - mmaction - INFO - Epoch [90][2280/3134] lr: 0.00010, eta: 5:13:10, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7812, loss_cls: 1.8599, loss: 1.8599 2020-06-18 16:53:05,827 - mmaction - INFO - Epoch [90][2300/3134] lr: 0.00010, eta: 5:12:58, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 1.9462, loss: 1.9462 2020-06-18 16:53:17,308 - mmaction - INFO - Epoch [90][2320/3134] lr: 0.00010, eta: 5:12:46, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7812, loss_cls: 1.8702, loss: 1.8702 2020-06-18 16:53:28,822 - mmaction - INFO - Epoch [90][2340/3134] lr: 0.00010, eta: 5:12:35, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.5469, top5_acc: 0.8219, loss_cls: 1.8385, loss: 1.8385 2020-06-18 16:53:40,406 - mmaction - INFO - Epoch [90][2360/3134] lr: 0.00010, eta: 5:12:23, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7750, loss_cls: 1.9668, loss: 1.9668 2020-06-18 16:53:51,982 - mmaction - INFO - Epoch [90][2380/3134] lr: 0.00010, eta: 5:12:11, time: 0.578, data_time: 0.004, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7719, loss_cls: 1.9898, loss: 1.9898 2020-06-18 16:54:03,494 - mmaction - INFO - Epoch [90][2400/3134] lr: 0.00010, eta: 5:12:00, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7812, loss_cls: 1.9163, loss: 1.9163 2020-06-18 16:54:14,904 - mmaction - INFO - Epoch [90][2420/3134] lr: 0.00010, eta: 5:11:48, time: 0.572, data_time: 0.002, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7750, loss_cls: 1.9163, loss: 1.9163 2020-06-18 16:54:26,450 - mmaction - INFO - Epoch [90][2440/3134] lr: 0.00010, eta: 5:11:36, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5281, top5_acc: 0.8000, loss_cls: 1.9186, loss: 1.9186 2020-06-18 16:54:37,897 - mmaction - INFO - Epoch [90][2460/3134] lr: 0.00010, eta: 5:11:24, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5563, top5_acc: 0.8031, loss_cls: 1.8189, loss: 1.8189 2020-06-18 16:54:49,352 - mmaction - INFO - Epoch [90][2480/3134] lr: 0.00010, eta: 5:11:13, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.5531, top5_acc: 0.8156, loss_cls: 1.8592, loss: 1.8592 2020-06-18 16:55:00,834 - mmaction - INFO - Epoch [90][2500/3134] lr: 0.00010, eta: 5:11:01, time: 0.575, data_time: 0.005, memory: 8339, top1_acc: 0.5906, top5_acc: 0.8187, loss_cls: 1.7144, loss: 1.7144 2020-06-18 16:55:12,456 - mmaction - INFO - Epoch [90][2520/3134] lr: 0.00010, eta: 5:10:49, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5500, top5_acc: 0.8156, loss_cls: 1.8300, loss: 1.8300 2020-06-18 16:55:23,913 - mmaction - INFO - Epoch [90][2540/3134] lr: 0.00010, eta: 5:10:38, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7688, loss_cls: 2.0568, loss: 2.0568 2020-06-18 16:55:35,443 - mmaction - INFO - Epoch [90][2560/3134] lr: 0.00010, eta: 5:10:26, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7500, loss_cls: 1.9136, loss: 1.9136 2020-06-18 16:55:46,900 - mmaction - INFO - Epoch [90][2580/3134] lr: 0.00010, eta: 5:10:14, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7875, loss_cls: 1.8556, loss: 1.8556 2020-06-18 16:55:58,364 - mmaction - INFO - Epoch [90][2600/3134] lr: 0.00010, eta: 5:10:03, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7594, loss_cls: 2.0330, loss: 2.0330 2020-06-18 16:56:09,983 - mmaction - INFO - Epoch [90][2620/3134] lr: 0.00010, eta: 5:09:51, time: 0.580, data_time: 0.007, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7719, loss_cls: 1.9555, loss: 1.9555 2020-06-18 16:56:21,554 - mmaction - INFO - Epoch [90][2640/3134] lr: 0.00010, eta: 5:09:39, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7969, loss_cls: 1.9197, loss: 1.9197 2020-06-18 16:56:32,968 - mmaction - INFO - Epoch [90][2660/3134] lr: 0.00010, eta: 5:09:28, time: 0.572, data_time: 0.002, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7937, loss_cls: 1.9389, loss: 1.9389 2020-06-18 16:56:44,545 - mmaction - INFO - Epoch [90][2680/3134] lr: 0.00010, eta: 5:09:16, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7594, loss_cls: 2.0722, loss: 2.0722 2020-06-18 16:56:55,999 - mmaction - INFO - Epoch [90][2700/3134] lr: 0.00010, eta: 5:09:04, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5719, top5_acc: 0.8125, loss_cls: 1.8209, loss: 1.8209 2020-06-18 16:57:07,427 - mmaction - INFO - Epoch [90][2720/3134] lr: 0.00010, eta: 5:08:52, time: 0.571, data_time: 0.000, memory: 8339, top1_acc: 0.6000, top5_acc: 0.8125, loss_cls: 1.7343, loss: 1.7343 2020-06-18 16:57:19,063 - mmaction - INFO - Epoch [90][2740/3134] lr: 0.00010, eta: 5:08:41, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5781, top5_acc: 0.8187, loss_cls: 1.7970, loss: 1.7970 2020-06-18 16:57:30,497 - mmaction - INFO - Epoch [90][2760/3134] lr: 0.00010, eta: 5:08:29, time: 0.574, data_time: 0.004, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7906, loss_cls: 1.9040, loss: 1.9040 2020-06-18 16:57:41,985 - mmaction - INFO - Epoch [90][2780/3134] lr: 0.00010, eta: 5:08:17, time: 0.573, data_time: 0.000, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7656, loss_cls: 1.9454, loss: 1.9454 2020-06-18 16:57:53,424 - mmaction - INFO - Epoch [90][2800/3134] lr: 0.00010, eta: 5:08:06, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7844, loss_cls: 1.8984, loss: 1.8984 2020-06-18 16:58:04,862 - mmaction - INFO - Epoch [90][2820/3134] lr: 0.00010, eta: 5:07:54, time: 0.572, data_time: 0.002, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7750, loss_cls: 1.8946, loss: 1.8946 2020-06-18 16:58:16,463 - mmaction - INFO - Epoch [90][2840/3134] lr: 0.00010, eta: 5:07:42, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7781, loss_cls: 1.9066, loss: 1.9066 2020-06-18 16:58:27,915 - mmaction - INFO - Epoch [90][2860/3134] lr: 0.00010, eta: 5:07:31, time: 0.575, data_time: 0.004, memory: 8339, top1_acc: 0.5813, top5_acc: 0.7875, loss_cls: 1.8225, loss: 1.8225 2020-06-18 16:58:39,338 - mmaction - INFO - Epoch [90][2880/3134] lr: 0.00010, eta: 5:07:19, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7594, loss_cls: 2.0470, loss: 2.0470 2020-06-18 16:58:50,886 - mmaction - INFO - Epoch [90][2900/3134] lr: 0.00010, eta: 5:07:07, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7406, loss_cls: 2.0460, loss: 2.0460 2020-06-18 16:59:02,514 - mmaction - INFO - Epoch [90][2920/3134] lr: 0.00010, eta: 5:06:56, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5656, top5_acc: 0.8094, loss_cls: 1.7966, loss: 1.7966 2020-06-18 16:59:13,999 - mmaction - INFO - Epoch [90][2940/3134] lr: 0.00010, eta: 5:06:44, time: 0.577, data_time: 0.004, memory: 8339, top1_acc: 0.5563, top5_acc: 0.8156, loss_cls: 1.7811, loss: 1.7811 2020-06-18 16:59:25,474 - mmaction - INFO - Epoch [90][2960/3134] lr: 0.00010, eta: 5:06:32, time: 0.574, data_time: 0.000, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7875, loss_cls: 1.9160, loss: 1.9160 2020-06-18 16:59:36,879 - mmaction - INFO - Epoch [90][2980/3134] lr: 0.00010, eta: 5:06:20, time: 0.570, data_time: 0.001, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7531, loss_cls: 2.0175, loss: 2.0175 2020-06-18 16:59:48,346 - mmaction - INFO - Epoch [90][3000/3134] lr: 0.00010, eta: 5:06:09, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5906, top5_acc: 0.7937, loss_cls: 1.8648, loss: 1.8648 2020-06-18 16:59:59,869 - mmaction - INFO - Epoch [90][3020/3134] lr: 0.00010, eta: 5:05:57, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.4625, top5_acc: 0.7094, loss_cls: 2.1608, loss: 2.1608 2020-06-18 17:00:23,406 - mmaction - INFO - Epoch [90][3040/3134] lr: 0.00010, eta: 5:05:47, time: 1.161, data_time: 0.002, memory: 8339, top1_acc: 0.5531, top5_acc: 0.8000, loss_cls: 1.8194, loss: 1.8194 2020-06-18 17:00:35,082 - mmaction - INFO - Epoch [90][3060/3134] lr: 0.00010, eta: 5:05:35, time: 0.600, data_time: 0.027, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7875, loss_cls: 1.8522, loss: 1.8522 2020-06-18 17:00:46,679 - mmaction - INFO - Epoch [90][3080/3134] lr: 0.00010, eta: 5:05:23, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7750, loss_cls: 1.9897, loss: 1.9897 2020-06-18 17:00:58,371 - mmaction - INFO - Epoch [90][3100/3134] lr: 0.00010, eta: 5:05:12, time: 0.585, data_time: 0.012, memory: 8339, top1_acc: 0.5781, top5_acc: 0.8000, loss_cls: 1.8742, loss: 1.8742 2020-06-18 17:01:09,901 - mmaction - INFO - Epoch [90][3120/3134] lr: 0.00010, eta: 5:05:00, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.5906, top5_acc: 0.8156, loss_cls: 1.7006, loss: 1.7006 2020-06-18 17:01:52,200 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-18 17:01:53,460 - mmaction - INFO - top1_acc 0.2821 top5_acc 0.5286 2020-06-18 17:01:53,477 - mmaction - INFO - Epoch [90][3134/3134] lr: 0.00010, top1_acc: 0.2821, top5_acc: 0.5286 2020-06-18 17:02:08,639 - mmaction - INFO - Epoch [91][20/3134] lr: 0.00010, eta: 5:04:40, time: 0.757, data_time: 0.191, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7688, loss_cls: 2.0091, loss: 2.0091 2020-06-18 17:02:20,186 - mmaction - INFO - Epoch [91][40/3134] lr: 0.00010, eta: 5:04:28, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7562, loss_cls: 2.0603, loss: 2.0603 2020-06-18 17:02:31,638 - mmaction - INFO - Epoch [91][60/3134] lr: 0.00010, eta: 5:04:16, time: 0.576, data_time: 0.004, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7719, loss_cls: 1.9567, loss: 1.9567 2020-06-18 17:02:43,063 - mmaction - INFO - Epoch [91][80/3134] lr: 0.00010, eta: 5:04:05, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7500, loss_cls: 2.1013, loss: 2.1013 2020-06-18 17:02:54,535 - mmaction - INFO - Epoch [91][100/3134] lr: 0.00010, eta: 5:03:53, time: 0.572, data_time: 0.003, memory: 8339, top1_acc: 0.5344, top5_acc: 0.8219, loss_cls: 1.7274, loss: 1.7274 2020-06-18 17:03:06,034 - mmaction - INFO - Epoch [91][120/3134] lr: 0.00010, eta: 5:03:41, time: 0.578, data_time: 0.004, memory: 8339, top1_acc: 0.5594, top5_acc: 0.8375, loss_cls: 1.7435, loss: 1.7435 2020-06-18 17:03:17,427 - mmaction - INFO - Epoch [91][140/3134] lr: 0.00010, eta: 5:03:29, time: 0.569, data_time: 0.000, memory: 8339, top1_acc: 0.5062, top5_acc: 0.8000, loss_cls: 1.9697, loss: 1.9697 2020-06-18 17:03:28,892 - mmaction - INFO - Epoch [91][160/3134] lr: 0.00010, eta: 5:03:18, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5875, top5_acc: 0.8000, loss_cls: 1.8121, loss: 1.8121 2020-06-18 17:03:40,459 - mmaction - INFO - Epoch [91][180/3134] lr: 0.00010, eta: 5:03:06, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7906, loss_cls: 1.9560, loss: 1.9560 2020-06-18 17:03:52,049 - mmaction - INFO - Epoch [91][200/3134] lr: 0.00010, eta: 5:02:54, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5719, top5_acc: 0.8219, loss_cls: 1.7303, loss: 1.7303 2020-06-18 17:04:03,536 - mmaction - INFO - Epoch [91][220/3134] lr: 0.00010, eta: 5:02:43, time: 0.574, data_time: 0.004, memory: 8339, top1_acc: 0.5781, top5_acc: 0.8125, loss_cls: 1.7675, loss: 1.7675 2020-06-18 17:04:15,118 - mmaction - INFO - Epoch [91][240/3134] lr: 0.00010, eta: 5:02:31, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7719, loss_cls: 1.9065, loss: 1.9065 2020-06-18 17:04:26,602 - mmaction - INFO - Epoch [91][260/3134] lr: 0.00010, eta: 5:02:19, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7594, loss_cls: 1.9280, loss: 1.9280 2020-06-18 17:04:38,060 - mmaction - INFO - Epoch [91][280/3134] lr: 0.00010, eta: 5:02:08, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5781, top5_acc: 0.8063, loss_cls: 1.8401, loss: 1.8401 2020-06-18 17:04:49,467 - mmaction - INFO - Epoch [91][300/3134] lr: 0.00010, eta: 5:01:56, time: 0.567, data_time: 0.000, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7844, loss_cls: 2.0525, loss: 2.0525 2020-06-18 17:05:00,935 - mmaction - INFO - Epoch [91][320/3134] lr: 0.00010, eta: 5:01:44, time: 0.576, data_time: 0.004, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7406, loss_cls: 2.0646, loss: 2.0646 2020-06-18 17:05:12,413 - mmaction - INFO - Epoch [91][340/3134] lr: 0.00010, eta: 5:01:33, time: 0.573, data_time: 0.000, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7750, loss_cls: 2.0029, loss: 2.0029 2020-06-18 17:05:23,952 - mmaction - INFO - Epoch [91][360/3134] lr: 0.00010, eta: 5:01:21, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7844, loss_cls: 1.9267, loss: 1.9267 2020-06-18 17:05:35,433 - mmaction - INFO - Epoch [91][380/3134] lr: 0.00010, eta: 5:01:09, time: 0.573, data_time: 0.000, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7781, loss_cls: 2.0925, loss: 2.0925 2020-06-18 17:05:46,935 - mmaction - INFO - Epoch [91][400/3134] lr: 0.00010, eta: 5:00:57, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5750, top5_acc: 0.7719, loss_cls: 1.8174, loss: 1.8174 2020-06-18 17:05:58,418 - mmaction - INFO - Epoch [91][420/3134] lr: 0.00010, eta: 5:00:46, time: 0.575, data_time: 0.004, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7906, loss_cls: 1.9247, loss: 1.9247 2020-06-18 17:06:09,944 - mmaction - INFO - Epoch [91][440/3134] lr: 0.00010, eta: 5:00:34, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7594, loss_cls: 2.0495, loss: 2.0495 2020-06-18 17:06:21,604 - mmaction - INFO - Epoch [91][460/3134] lr: 0.00010, eta: 5:00:22, time: 0.584, data_time: 0.011, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7906, loss_cls: 1.9695, loss: 1.9695 2020-06-18 17:06:33,150 - mmaction - INFO - Epoch [91][480/3134] lr: 0.00010, eta: 5:00:11, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.5062, top5_acc: 0.8125, loss_cls: 1.9277, loss: 1.9277 2020-06-18 17:06:44,652 - mmaction - INFO - Epoch [91][500/3134] lr: 0.00010, eta: 4:59:59, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5813, top5_acc: 0.8031, loss_cls: 1.8205, loss: 1.8205 2020-06-18 17:06:56,158 - mmaction - INFO - Epoch [91][520/3134] lr: 0.00010, eta: 4:59:47, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7812, loss_cls: 1.9343, loss: 1.9343 2020-06-18 17:07:07,587 - mmaction - INFO - Epoch [91][540/3134] lr: 0.00010, eta: 4:59:36, time: 0.572, data_time: 0.002, memory: 8339, top1_acc: 0.5750, top5_acc: 0.8219, loss_cls: 1.7841, loss: 1.7841 2020-06-18 17:07:18,999 - mmaction - INFO - Epoch [91][560/3134] lr: 0.00010, eta: 4:59:24, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.5375, top5_acc: 0.8156, loss_cls: 1.8538, loss: 1.8538 2020-06-18 17:07:30,577 - mmaction - INFO - Epoch [91][580/3134] lr: 0.00010, eta: 4:59:12, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5563, top5_acc: 0.8125, loss_cls: 1.7898, loss: 1.7898 2020-06-18 17:07:42,065 - mmaction - INFO - Epoch [91][600/3134] lr: 0.00010, eta: 4:59:01, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5656, top5_acc: 0.8031, loss_cls: 1.8159, loss: 1.8159 2020-06-18 17:07:53,487 - mmaction - INFO - Epoch [91][620/3134] lr: 0.00010, eta: 4:58:49, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7656, loss_cls: 2.0426, loss: 2.0426 2020-06-18 17:08:04,994 - mmaction - INFO - Epoch [91][640/3134] lr: 0.00010, eta: 4:58:37, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7812, loss_cls: 1.8375, loss: 1.8375 2020-06-18 17:08:16,424 - mmaction - INFO - Epoch [91][660/3134] lr: 0.00010, eta: 4:58:26, time: 0.572, data_time: 0.003, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7875, loss_cls: 1.9032, loss: 1.9032 2020-06-18 17:08:27,811 - mmaction - INFO - Epoch [91][680/3134] lr: 0.00010, eta: 4:58:14, time: 0.569, data_time: 0.001, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7969, loss_cls: 1.7965, loss: 1.7965 2020-06-18 17:08:39,385 - mmaction - INFO - Epoch [91][700/3134] lr: 0.00010, eta: 4:58:02, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7812, loss_cls: 1.9347, loss: 1.9347 2020-06-18 17:08:50,872 - mmaction - INFO - Epoch [91][720/3134] lr: 0.00010, eta: 4:57:50, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7781, loss_cls: 1.9174, loss: 1.9174 2020-06-18 17:09:02,294 - mmaction - INFO - Epoch [91][740/3134] lr: 0.00010, eta: 4:57:39, time: 0.570, data_time: 0.000, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7844, loss_cls: 1.9897, loss: 1.9897 2020-06-18 17:09:13,951 - mmaction - INFO - Epoch [91][760/3134] lr: 0.00010, eta: 4:57:27, time: 0.583, data_time: 0.012, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7875, loss_cls: 1.8877, loss: 1.8877 2020-06-18 17:09:25,468 - mmaction - INFO - Epoch [91][780/3134] lr: 0.00010, eta: 4:57:15, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7812, loss_cls: 2.0088, loss: 2.0088 2020-06-18 17:09:36,935 - mmaction - INFO - Epoch [91][800/3134] lr: 0.00010, eta: 4:57:04, time: 0.572, data_time: 0.000, memory: 8339, top1_acc: 0.5375, top5_acc: 0.8219, loss_cls: 1.7840, loss: 1.7840 2020-06-18 17:09:48,436 - mmaction - INFO - Epoch [91][820/3134] lr: 0.00010, eta: 4:56:52, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.6000, top5_acc: 0.8344, loss_cls: 1.6422, loss: 1.6422 2020-06-18 17:09:59,881 - mmaction - INFO - Epoch [91][840/3134] lr: 0.00010, eta: 4:56:40, time: 0.572, data_time: 0.000, memory: 8339, top1_acc: 0.5781, top5_acc: 0.8313, loss_cls: 1.6516, loss: 1.6516 2020-06-18 17:10:11,578 - mmaction - INFO - Epoch [91][860/3134] lr: 0.00010, eta: 4:56:29, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7688, loss_cls: 1.9906, loss: 1.9906 2020-06-18 17:10:23,091 - mmaction - INFO - Epoch [91][880/3134] lr: 0.00010, eta: 4:56:17, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7562, loss_cls: 2.0211, loss: 2.0211 2020-06-18 17:10:34,529 - mmaction - INFO - Epoch [91][900/3134] lr: 0.00010, eta: 4:56:05, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7812, loss_cls: 1.8432, loss: 1.8432 2020-06-18 17:10:45,957 - mmaction - INFO - Epoch [91][920/3134] lr: 0.00010, eta: 4:55:54, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7937, loss_cls: 1.8820, loss: 1.8820 2020-06-18 17:10:57,419 - mmaction - INFO - Epoch [91][940/3134] lr: 0.00010, eta: 4:55:42, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5750, top5_acc: 0.7844, loss_cls: 1.8248, loss: 1.8248 2020-06-18 17:11:08,901 - mmaction - INFO - Epoch [91][960/3134] lr: 0.00010, eta: 4:55:30, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7719, loss_cls: 1.9909, loss: 1.9909 2020-06-18 17:11:20,306 - mmaction - INFO - Epoch [91][980/3134] lr: 0.00010, eta: 4:55:18, time: 0.570, data_time: 0.002, memory: 8339, top1_acc: 0.5781, top5_acc: 0.8031, loss_cls: 1.7781, loss: 1.7781 2020-06-18 17:11:31,768 - mmaction - INFO - Epoch [91][1000/3134] lr: 0.00010, eta: 4:55:07, time: 0.572, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7781, loss_cls: 2.0229, loss: 2.0229 2020-06-18 17:11:43,281 - mmaction - INFO - Epoch [91][1020/3134] lr: 0.00010, eta: 4:54:55, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7937, loss_cls: 1.9114, loss: 1.9114 2020-06-18 17:11:54,687 - mmaction - INFO - Epoch [91][1040/3134] lr: 0.00010, eta: 4:54:43, time: 0.570, data_time: 0.001, memory: 8339, top1_acc: 0.5813, top5_acc: 0.8281, loss_cls: 1.7425, loss: 1.7425 2020-06-18 17:12:06,136 - mmaction - INFO - Epoch [91][1060/3134] lr: 0.00010, eta: 4:54:32, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7750, loss_cls: 2.0248, loss: 2.0248 2020-06-18 17:12:17,634 - mmaction - INFO - Epoch [91][1080/3134] lr: 0.00010, eta: 4:54:20, time: 0.574, data_time: 0.000, memory: 8339, top1_acc: 0.5719, top5_acc: 0.7750, loss_cls: 1.7619, loss: 1.7619 2020-06-18 17:12:29,163 - mmaction - INFO - Epoch [91][1100/3134] lr: 0.00010, eta: 4:54:08, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.6000, top5_acc: 0.8000, loss_cls: 1.7338, loss: 1.7338 2020-06-18 17:12:40,673 - mmaction - INFO - Epoch [91][1120/3134] lr: 0.00010, eta: 4:53:57, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.5813, top5_acc: 0.8031, loss_cls: 1.7240, loss: 1.7240 2020-06-18 17:12:52,135 - mmaction - INFO - Epoch [91][1140/3134] lr: 0.00010, eta: 4:53:45, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7812, loss_cls: 1.9400, loss: 1.9400 2020-06-18 17:13:03,580 - mmaction - INFO - Epoch [91][1160/3134] lr: 0.00010, eta: 4:53:33, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7844, loss_cls: 1.9079, loss: 1.9079 2020-06-18 17:13:15,104 - mmaction - INFO - Epoch [91][1180/3134] lr: 0.00010, eta: 4:53:21, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.8031, loss_cls: 1.9372, loss: 1.9372 2020-06-18 17:13:26,555 - mmaction - INFO - Epoch [91][1200/3134] lr: 0.00010, eta: 4:53:10, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7500, loss_cls: 2.0202, loss: 2.0202 2020-06-18 17:13:37,945 - mmaction - INFO - Epoch [91][1220/3134] lr: 0.00010, eta: 4:52:58, time: 0.569, data_time: 0.001, memory: 8339, top1_acc: 0.5469, top5_acc: 0.8187, loss_cls: 1.8198, loss: 1.8198 2020-06-18 17:13:49,463 - mmaction - INFO - Epoch [91][1240/3134] lr: 0.00010, eta: 4:52:46, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7344, loss_cls: 2.1051, loss: 2.1051 2020-06-18 17:14:01,019 - mmaction - INFO - Epoch [91][1260/3134] lr: 0.00010, eta: 4:52:35, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.8000, loss_cls: 1.9313, loss: 1.9313 2020-06-18 17:14:12,506 - mmaction - INFO - Epoch [91][1280/3134] lr: 0.00010, eta: 4:52:23, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5844, top5_acc: 0.7781, loss_cls: 1.7977, loss: 1.7977 2020-06-18 17:14:23,965 - mmaction - INFO - Epoch [91][1300/3134] lr: 0.00010, eta: 4:52:11, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7875, loss_cls: 1.9037, loss: 1.9037 2020-06-18 17:14:35,454 - mmaction - INFO - Epoch [91][1320/3134] lr: 0.00010, eta: 4:52:00, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5687, top5_acc: 0.7969, loss_cls: 1.7664, loss: 1.7664 2020-06-18 17:14:46,881 - mmaction - INFO - Epoch [91][1340/3134] lr: 0.00010, eta: 4:51:48, time: 0.572, data_time: 0.002, memory: 8339, top1_acc: 0.5719, top5_acc: 0.7937, loss_cls: 1.8782, loss: 1.8782 2020-06-18 17:14:58,458 - mmaction - INFO - Epoch [91][1360/3134] lr: 0.00010, eta: 4:51:36, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7906, loss_cls: 1.9270, loss: 1.9270 2020-06-18 17:15:10,053 - mmaction - INFO - Epoch [91][1380/3134] lr: 0.00010, eta: 4:51:25, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5406, top5_acc: 0.8063, loss_cls: 1.8210, loss: 1.8210 2020-06-18 17:15:21,538 - mmaction - INFO - Epoch [91][1400/3134] lr: 0.00010, eta: 4:51:13, time: 0.578, data_time: 0.005, memory: 8339, top1_acc: 0.5719, top5_acc: 0.7937, loss_cls: 1.7991, loss: 1.7991 2020-06-18 17:15:32,939 - mmaction - INFO - Epoch [91][1420/3134] lr: 0.00010, eta: 4:51:01, time: 0.570, data_time: 0.001, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7844, loss_cls: 1.9484, loss: 1.9484 2020-06-18 17:15:44,401 - mmaction - INFO - Epoch [91][1440/3134] lr: 0.00010, eta: 4:50:49, time: 0.572, data_time: 0.004, memory: 8339, top1_acc: 0.5844, top5_acc: 0.8031, loss_cls: 1.7324, loss: 1.7324 2020-06-18 17:15:55,940 - mmaction - INFO - Epoch [91][1460/3134] lr: 0.00010, eta: 4:50:38, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7750, loss_cls: 1.9898, loss: 1.9898 2020-06-18 17:16:07,559 - mmaction - INFO - Epoch [91][1480/3134] lr: 0.00010, eta: 4:50:26, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7937, loss_cls: 1.8366, loss: 1.8366 2020-06-18 17:16:18,989 - mmaction - INFO - Epoch [91][1500/3134] lr: 0.00010, eta: 4:50:14, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5625, top5_acc: 0.8000, loss_cls: 1.7829, loss: 1.7829 2020-06-18 17:16:30,575 - mmaction - INFO - Epoch [91][1520/3134] lr: 0.00010, eta: 4:50:03, time: 0.577, data_time: 0.004, memory: 8339, top1_acc: 0.6062, top5_acc: 0.8063, loss_cls: 1.7504, loss: 1.7504 2020-06-18 17:16:42,060 - mmaction - INFO - Epoch [91][1540/3134] lr: 0.00010, eta: 4:49:51, time: 0.576, data_time: 0.004, memory: 8339, top1_acc: 0.5813, top5_acc: 0.7750, loss_cls: 1.9706, loss: 1.9706 2020-06-18 17:16:53,639 - mmaction - INFO - Epoch [91][1560/3134] lr: 0.00010, eta: 4:49:39, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7875, loss_cls: 1.9116, loss: 1.9116 2020-06-18 17:17:05,147 - mmaction - INFO - Epoch [91][1580/3134] lr: 0.00010, eta: 4:49:28, time: 0.577, data_time: 0.004, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7562, loss_cls: 1.8914, loss: 1.8914 2020-06-18 17:17:16,600 - mmaction - INFO - Epoch [91][1600/3134] lr: 0.00010, eta: 4:49:16, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.5750, top5_acc: 0.8000, loss_cls: 1.7832, loss: 1.7832 2020-06-18 17:17:28,144 - mmaction - INFO - Epoch [91][1620/3134] lr: 0.00010, eta: 4:49:04, time: 0.577, data_time: 0.004, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7906, loss_cls: 1.8579, loss: 1.8579 2020-06-18 17:17:39,745 - mmaction - INFO - Epoch [91][1640/3134] lr: 0.00010, eta: 4:48:53, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7812, loss_cls: 1.9716, loss: 1.9716 2020-06-18 17:17:51,219 - mmaction - INFO - Epoch [91][1660/3134] lr: 0.00010, eta: 4:48:41, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5687, top5_acc: 0.7781, loss_cls: 1.8864, loss: 1.8864 2020-06-18 17:18:02,608 - mmaction - INFO - Epoch [91][1680/3134] lr: 0.00010, eta: 4:48:29, time: 0.570, data_time: 0.001, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7719, loss_cls: 1.9388, loss: 1.9388 2020-06-18 17:18:14,189 - mmaction - INFO - Epoch [91][1700/3134] lr: 0.00010, eta: 4:48:18, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5500, top5_acc: 0.8156, loss_cls: 1.8546, loss: 1.8546 2020-06-18 17:18:25,623 - mmaction - INFO - Epoch [91][1720/3134] lr: 0.00010, eta: 4:48:06, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.5875, top5_acc: 0.7719, loss_cls: 1.8819, loss: 1.8819 2020-06-18 17:18:37,069 - mmaction - INFO - Epoch [91][1740/3134] lr: 0.00010, eta: 4:47:54, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5563, top5_acc: 0.8063, loss_cls: 1.8088, loss: 1.8088 2020-06-18 17:18:48,714 - mmaction - INFO - Epoch [91][1760/3134] lr: 0.00010, eta: 4:47:42, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5375, top5_acc: 0.8031, loss_cls: 1.9377, loss: 1.9377 2020-06-18 17:19:00,239 - mmaction - INFO - Epoch [91][1780/3134] lr: 0.00010, eta: 4:47:31, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5563, top5_acc: 0.8125, loss_cls: 1.9089, loss: 1.9089 2020-06-18 17:19:11,804 - mmaction - INFO - Epoch [91][1800/3134] lr: 0.00010, eta: 4:47:19, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7844, loss_cls: 1.9567, loss: 1.9567 2020-06-18 17:19:23,291 - mmaction - INFO - Epoch [91][1820/3134] lr: 0.00010, eta: 4:47:07, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7594, loss_cls: 2.1002, loss: 2.1002 2020-06-18 17:19:34,765 - mmaction - INFO - Epoch [91][1840/3134] lr: 0.00010, eta: 4:46:56, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7750, loss_cls: 1.9022, loss: 1.9022 2020-06-18 17:19:46,156 - mmaction - INFO - Epoch [91][1860/3134] lr: 0.00010, eta: 4:46:44, time: 0.571, data_time: 0.002, memory: 8339, top1_acc: 0.5563, top5_acc: 0.8063, loss_cls: 1.8755, loss: 1.8755 2020-06-18 17:19:57,747 - mmaction - INFO - Epoch [91][1880/3134] lr: 0.00010, eta: 4:46:32, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7750, loss_cls: 1.9037, loss: 1.9037 2020-06-18 17:20:09,166 - mmaction - INFO - Epoch [91][1900/3134] lr: 0.00010, eta: 4:46:21, time: 0.572, data_time: 0.002, memory: 8339, top1_acc: 0.5500, top5_acc: 0.8531, loss_cls: 1.7133, loss: 1.7133 2020-06-18 17:20:20,559 - mmaction - INFO - Epoch [91][1920/3134] lr: 0.00010, eta: 4:46:09, time: 0.569, data_time: 0.001, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7781, loss_cls: 1.9255, loss: 1.9255 2020-06-18 17:20:32,052 - mmaction - INFO - Epoch [91][1940/3134] lr: 0.00010, eta: 4:45:57, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7594, loss_cls: 2.0088, loss: 2.0088 2020-06-18 17:20:43,475 - mmaction - INFO - Epoch [91][1960/3134] lr: 0.00010, eta: 4:45:46, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7844, loss_cls: 2.0457, loss: 2.0457 2020-06-18 17:20:54,951 - mmaction - INFO - Epoch [91][1980/3134] lr: 0.00010, eta: 4:45:34, time: 0.573, data_time: 0.000, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7906, loss_cls: 1.8663, loss: 1.8663 2020-06-18 17:21:06,451 - mmaction - INFO - Epoch [91][2000/3134] lr: 0.00010, eta: 4:45:22, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5813, top5_acc: 0.7969, loss_cls: 1.8464, loss: 1.8464 2020-06-18 17:21:18,007 - mmaction - INFO - Epoch [91][2020/3134] lr: 0.00010, eta: 4:45:10, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7781, loss_cls: 2.0427, loss: 2.0427 2020-06-18 17:21:29,435 - mmaction - INFO - Epoch [91][2040/3134] lr: 0.00010, eta: 4:44:59, time: 0.570, data_time: 0.002, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7875, loss_cls: 1.8402, loss: 1.8402 2020-06-18 17:21:40,878 - mmaction - INFO - Epoch [91][2060/3134] lr: 0.00010, eta: 4:44:47, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7812, loss_cls: 1.9924, loss: 1.9924 2020-06-18 17:21:52,326 - mmaction - INFO - Epoch [91][2080/3134] lr: 0.00010, eta: 4:44:35, time: 0.571, data_time: 0.000, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7875, loss_cls: 1.9605, loss: 1.9605 2020-06-18 17:22:03,800 - mmaction - INFO - Epoch [91][2100/3134] lr: 0.00010, eta: 4:44:24, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7937, loss_cls: 1.9888, loss: 1.9888 2020-06-18 17:22:15,299 - mmaction - INFO - Epoch [91][2120/3134] lr: 0.00010, eta: 4:44:12, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5750, top5_acc: 0.8187, loss_cls: 1.8741, loss: 1.8741 2020-06-18 17:22:26,836 - mmaction - INFO - Epoch [91][2140/3134] lr: 0.00010, eta: 4:44:00, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 2.0330, loss: 2.0330 2020-06-18 17:22:38,317 - mmaction - INFO - Epoch [91][2160/3134] lr: 0.00010, eta: 4:43:49, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7594, loss_cls: 2.0412, loss: 2.0412 2020-06-18 17:22:49,805 - mmaction - INFO - Epoch [91][2180/3134] lr: 0.00010, eta: 4:43:37, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5500, top5_acc: 0.8031, loss_cls: 1.8948, loss: 1.8948 2020-06-18 17:23:01,348 - mmaction - INFO - Epoch [91][2200/3134] lr: 0.00010, eta: 4:43:25, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7750, loss_cls: 2.0218, loss: 2.0218 2020-06-18 17:23:12,812 - mmaction - INFO - Epoch [91][2220/3134] lr: 0.00010, eta: 4:43:14, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7906, loss_cls: 1.8732, loss: 1.8732 2020-06-18 17:23:24,315 - mmaction - INFO - Epoch [91][2240/3134] lr: 0.00010, eta: 4:43:02, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5875, top5_acc: 0.8156, loss_cls: 1.6919, loss: 1.6919 2020-06-18 17:23:35,771 - mmaction - INFO - Epoch [91][2260/3134] lr: 0.00010, eta: 4:42:50, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5687, top5_acc: 0.7719, loss_cls: 1.9767, loss: 1.9767 2020-06-18 17:23:47,258 - mmaction - INFO - Epoch [91][2280/3134] lr: 0.00010, eta: 4:42:39, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7469, loss_cls: 2.1487, loss: 2.1487 2020-06-18 17:23:58,819 - mmaction - INFO - Epoch [91][2300/3134] lr: 0.00010, eta: 4:42:27, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5594, top5_acc: 0.8063, loss_cls: 1.7812, loss: 1.7812 2020-06-18 17:24:10,359 - mmaction - INFO - Epoch [91][2320/3134] lr: 0.00010, eta: 4:42:15, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7719, loss_cls: 1.9454, loss: 1.9454 2020-06-18 17:24:21,825 - mmaction - INFO - Epoch [91][2340/3134] lr: 0.00010, eta: 4:42:03, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7906, loss_cls: 1.9578, loss: 1.9578 2020-06-18 17:24:33,315 - mmaction - INFO - Epoch [91][2360/3134] lr: 0.00010, eta: 4:41:52, time: 0.574, data_time: 0.004, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7562, loss_cls: 2.0832, loss: 2.0832 2020-06-18 17:24:44,882 - mmaction - INFO - Epoch [91][2380/3134] lr: 0.00010, eta: 4:41:40, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7719, loss_cls: 1.9414, loss: 1.9414 2020-06-18 17:24:56,297 - mmaction - INFO - Epoch [91][2400/3134] lr: 0.00010, eta: 4:41:28, time: 0.570, data_time: 0.001, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7562, loss_cls: 2.0030, loss: 2.0030 2020-06-18 17:25:07,832 - mmaction - INFO - Epoch [91][2420/3134] lr: 0.00010, eta: 4:41:17, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7625, loss_cls: 2.0688, loss: 2.0688 2020-06-18 17:25:19,336 - mmaction - INFO - Epoch [91][2440/3134] lr: 0.00010, eta: 4:41:05, time: 0.578, data_time: 0.004, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7531, loss_cls: 2.0247, loss: 2.0247 2020-06-18 17:25:30,763 - mmaction - INFO - Epoch [91][2460/3134] lr: 0.00010, eta: 4:40:53, time: 0.571, data_time: 0.000, memory: 8339, top1_acc: 0.5469, top5_acc: 0.8094, loss_cls: 1.8757, loss: 1.8757 2020-06-18 17:25:42,310 - mmaction - INFO - Epoch [91][2480/3134] lr: 0.00010, eta: 4:40:42, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7875, loss_cls: 1.9568, loss: 1.9568 2020-06-18 17:25:53,824 - mmaction - INFO - Epoch [91][2500/3134] lr: 0.00010, eta: 4:40:30, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.5406, top5_acc: 0.8156, loss_cls: 1.7909, loss: 1.7909 2020-06-18 17:26:05,223 - mmaction - INFO - Epoch [91][2520/3134] lr: 0.00010, eta: 4:40:18, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7469, loss_cls: 1.9940, loss: 1.9940 2020-06-18 17:26:16,727 - mmaction - INFO - Epoch [91][2540/3134] lr: 0.00010, eta: 4:40:07, time: 0.574, data_time: 0.000, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7781, loss_cls: 1.9566, loss: 1.9566 2020-06-18 17:26:28,183 - mmaction - INFO - Epoch [91][2560/3134] lr: 0.00010, eta: 4:39:55, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5625, top5_acc: 0.8000, loss_cls: 1.7811, loss: 1.7811 2020-06-18 17:26:39,723 - mmaction - INFO - Epoch [91][2580/3134] lr: 0.00010, eta: 4:39:43, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5625, top5_acc: 0.8094, loss_cls: 1.7361, loss: 1.7361 2020-06-18 17:26:51,100 - mmaction - INFO - Epoch [91][2600/3134] lr: 0.00010, eta: 4:39:31, time: 0.569, data_time: 0.001, memory: 8339, top1_acc: 0.5781, top5_acc: 0.8063, loss_cls: 1.7505, loss: 1.7505 2020-06-18 17:27:02,684 - mmaction - INFO - Epoch [91][2620/3134] lr: 0.00010, eta: 4:39:20, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7469, loss_cls: 2.0719, loss: 2.0719 2020-06-18 17:27:14,103 - mmaction - INFO - Epoch [91][2640/3134] lr: 0.00010, eta: 4:39:08, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5844, top5_acc: 0.8094, loss_cls: 1.8183, loss: 1.8183 2020-06-18 17:27:25,578 - mmaction - INFO - Epoch [91][2660/3134] lr: 0.00010, eta: 4:38:56, time: 0.574, data_time: 0.000, memory: 8339, top1_acc: 0.5094, top5_acc: 0.8063, loss_cls: 1.8688, loss: 1.8688 2020-06-18 17:27:37,121 - mmaction - INFO - Epoch [91][2680/3134] lr: 0.00010, eta: 4:38:45, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7812, loss_cls: 1.9445, loss: 1.9445 2020-06-18 17:27:48,617 - mmaction - INFO - Epoch [91][2700/3134] lr: 0.00010, eta: 4:38:33, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.6000, top5_acc: 0.8219, loss_cls: 1.7417, loss: 1.7417 2020-06-18 17:28:00,152 - mmaction - INFO - Epoch [91][2720/3134] lr: 0.00010, eta: 4:38:21, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7812, loss_cls: 1.8917, loss: 1.8917 2020-06-18 17:28:11,639 - mmaction - INFO - Epoch [91][2740/3134] lr: 0.00010, eta: 4:38:10, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.5750, top5_acc: 0.8063, loss_cls: 1.8863, loss: 1.8863 2020-06-18 17:28:23,002 - mmaction - INFO - Epoch [91][2760/3134] lr: 0.00010, eta: 4:37:58, time: 0.569, data_time: 0.002, memory: 8339, top1_acc: 0.5844, top5_acc: 0.8063, loss_cls: 1.6691, loss: 1.6691 2020-06-18 17:28:34,543 - mmaction - INFO - Epoch [91][2780/3134] lr: 0.00010, eta: 4:37:46, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7781, loss_cls: 1.9595, loss: 1.9595 2020-06-18 17:28:45,951 - mmaction - INFO - Epoch [91][2800/3134] lr: 0.00010, eta: 4:37:35, time: 0.573, data_time: 0.004, memory: 8339, top1_acc: 0.5687, top5_acc: 0.7625, loss_cls: 2.0493, loss: 2.0493 2020-06-18 17:28:57,369 - mmaction - INFO - Epoch [91][2820/3134] lr: 0.00010, eta: 4:37:23, time: 0.570, data_time: 0.000, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7625, loss_cls: 1.9766, loss: 1.9766 2020-06-18 17:29:08,891 - mmaction - INFO - Epoch [91][2840/3134] lr: 0.00010, eta: 4:37:11, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7750, loss_cls: 2.0862, loss: 2.0862 2020-06-18 17:29:20,384 - mmaction - INFO - Epoch [91][2860/3134] lr: 0.00010, eta: 4:36:59, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7937, loss_cls: 1.8605, loss: 1.8605 2020-06-18 17:29:31,853 - mmaction - INFO - Epoch [91][2880/3134] lr: 0.00010, eta: 4:36:48, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5625, top5_acc: 0.8000, loss_cls: 1.8106, loss: 1.8106 2020-06-18 17:29:43,319 - mmaction - INFO - Epoch [91][2900/3134] lr: 0.00010, eta: 4:36:36, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5344, top5_acc: 0.8063, loss_cls: 1.8470, loss: 1.8470 2020-06-18 17:29:54,913 - mmaction - INFO - Epoch [91][2920/3134] lr: 0.00010, eta: 4:36:24, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.6281, top5_acc: 0.8375, loss_cls: 1.5447, loss: 1.5447 2020-06-18 17:30:06,310 - mmaction - INFO - Epoch [91][2940/3134] lr: 0.00010, eta: 4:36:13, time: 0.570, data_time: 0.001, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7594, loss_cls: 1.8747, loss: 1.8747 2020-06-18 17:30:17,856 - mmaction - INFO - Epoch [91][2960/3134] lr: 0.00010, eta: 4:36:01, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.5844, top5_acc: 0.8250, loss_cls: 1.7221, loss: 1.7221 2020-06-18 17:30:29,383 - mmaction - INFO - Epoch [91][2980/3134] lr: 0.00010, eta: 4:35:49, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5469, top5_acc: 0.8000, loss_cls: 1.9151, loss: 1.9151 2020-06-18 17:30:40,984 - mmaction - INFO - Epoch [91][3000/3134] lr: 0.00010, eta: 4:35:38, time: 0.578, data_time: 0.004, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7531, loss_cls: 2.1390, loss: 2.1390 2020-06-18 17:30:52,522 - mmaction - INFO - Epoch [91][3020/3134] lr: 0.00010, eta: 4:35:26, time: 0.578, data_time: 0.004, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7844, loss_cls: 1.9567, loss: 1.9567 2020-06-18 17:31:03,875 - mmaction - INFO - Epoch [91][3040/3134] lr: 0.00010, eta: 4:35:14, time: 0.569, data_time: 0.001, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7688, loss_cls: 2.0397, loss: 2.0397 2020-06-18 17:31:15,350 - mmaction - INFO - Epoch [91][3060/3134] lr: 0.00010, eta: 4:35:03, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.5625, top5_acc: 0.8344, loss_cls: 1.7851, loss: 1.7851 2020-06-18 17:31:26,896 - mmaction - INFO - Epoch [91][3080/3134] lr: 0.00010, eta: 4:34:51, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7875, loss_cls: 1.8672, loss: 1.8672 2020-06-18 17:31:38,343 - mmaction - INFO - Epoch [91][3100/3134] lr: 0.00010, eta: 4:34:39, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7906, loss_cls: 1.9253, loss: 1.9253 2020-06-18 17:31:49,849 - mmaction - INFO - Epoch [91][3120/3134] lr: 0.00010, eta: 4:34:28, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7750, loss_cls: 2.1085, loss: 2.1085 2020-06-18 17:32:25,372 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-18 17:32:26,629 - mmaction - INFO - top1_acc 0.2818 top5_acc 0.5291 2020-06-18 17:32:26,646 - mmaction - INFO - Epoch [91][3134/3134] lr: 0.00010, top1_acc: 0.2818, top5_acc: 0.5291 2020-06-18 17:32:41,878 - mmaction - INFO - Epoch [92][20/3134] lr: 0.00010, eta: 4:34:07, time: 0.761, data_time: 0.192, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7969, loss_cls: 1.8740, loss: 1.8740 2020-06-18 17:32:53,392 - mmaction - INFO - Epoch [92][40/3134] lr: 0.00010, eta: 4:33:56, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5813, top5_acc: 0.8156, loss_cls: 1.7635, loss: 1.7635 2020-06-18 17:33:04,925 - mmaction - INFO - Epoch [92][60/3134] lr: 0.00010, eta: 4:33:44, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7625, loss_cls: 1.9988, loss: 1.9988 2020-06-18 17:33:16,418 - mmaction - INFO - Epoch [92][80/3134] lr: 0.00010, eta: 4:33:32, time: 0.574, data_time: 0.000, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7969, loss_cls: 1.8540, loss: 1.8540 2020-06-18 17:33:28,100 - mmaction - INFO - Epoch [92][100/3134] lr: 0.00010, eta: 4:33:21, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7875, loss_cls: 1.9825, loss: 1.9825 2020-06-18 17:33:39,674 - mmaction - INFO - Epoch [92][120/3134] lr: 0.00010, eta: 4:33:09, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7781, loss_cls: 1.9447, loss: 1.9447 2020-06-18 17:33:51,250 - mmaction - INFO - Epoch [92][140/3134] lr: 0.00010, eta: 4:32:57, time: 0.577, data_time: 0.004, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7781, loss_cls: 2.0482, loss: 2.0482 2020-06-18 17:34:02,708 - mmaction - INFO - Epoch [92][160/3134] lr: 0.00010, eta: 4:32:45, time: 0.574, data_time: 0.004, memory: 8339, top1_acc: 0.5687, top5_acc: 0.7906, loss_cls: 1.8640, loss: 1.8640 2020-06-18 17:34:14,192 - mmaction - INFO - Epoch [92][180/3134] lr: 0.00010, eta: 4:32:34, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.5594, top5_acc: 0.8187, loss_cls: 1.7778, loss: 1.7778 2020-06-18 17:34:25,700 - mmaction - INFO - Epoch [92][200/3134] lr: 0.00010, eta: 4:32:22, time: 0.573, data_time: 0.004, memory: 8339, top1_acc: 0.5906, top5_acc: 0.8375, loss_cls: 1.6973, loss: 1.6973 2020-06-18 17:34:37,117 - mmaction - INFO - Epoch [92][220/3134] lr: 0.00010, eta: 4:32:10, time: 0.573, data_time: 0.004, memory: 8339, top1_acc: 0.5563, top5_acc: 0.8000, loss_cls: 1.8264, loss: 1.8264 2020-06-18 17:34:48,596 - mmaction - INFO - Epoch [92][240/3134] lr: 0.00010, eta: 4:31:59, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7688, loss_cls: 1.9272, loss: 1.9272 2020-06-18 17:35:00,065 - mmaction - INFO - Epoch [92][260/3134] lr: 0.00010, eta: 4:31:47, time: 0.572, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7594, loss_cls: 1.9902, loss: 1.9902 2020-06-18 17:35:11,734 - mmaction - INFO - Epoch [92][280/3134] lr: 0.00010, eta: 4:31:35, time: 0.583, data_time: 0.003, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7844, loss_cls: 1.9277, loss: 1.9277 2020-06-18 17:35:23,280 - mmaction - INFO - Epoch [92][300/3134] lr: 0.00010, eta: 4:31:24, time: 0.579, data_time: 0.004, memory: 8339, top1_acc: 0.5813, top5_acc: 0.7937, loss_cls: 1.8601, loss: 1.8601 2020-06-18 17:35:34,730 - mmaction - INFO - Epoch [92][320/3134] lr: 0.00010, eta: 4:31:12, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7969, loss_cls: 1.8544, loss: 1.8544 2020-06-18 17:35:46,215 - mmaction - INFO - Epoch [92][340/3134] lr: 0.00010, eta: 4:31:00, time: 0.572, data_time: 0.002, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7625, loss_cls: 2.0353, loss: 2.0353 2020-06-18 17:35:57,659 - mmaction - INFO - Epoch [92][360/3134] lr: 0.00010, eta: 4:30:49, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5906, top5_acc: 0.8156, loss_cls: 1.8268, loss: 1.8268 2020-06-18 17:36:09,147 - mmaction - INFO - Epoch [92][380/3134] lr: 0.00010, eta: 4:30:37, time: 0.571, data_time: 0.003, memory: 8339, top1_acc: 0.5281, top5_acc: 0.8125, loss_cls: 1.8918, loss: 1.8918 2020-06-18 17:36:20,620 - mmaction - INFO - Epoch [92][400/3134] lr: 0.00010, eta: 4:30:25, time: 0.577, data_time: 0.004, memory: 8339, top1_acc: 0.5469, top5_acc: 0.8000, loss_cls: 1.8724, loss: 1.8724 2020-06-18 17:36:32,207 - mmaction - INFO - Epoch [92][420/3134] lr: 0.00010, eta: 4:30:14, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7719, loss_cls: 2.0459, loss: 2.0459 2020-06-18 17:36:43,642 - mmaction - INFO - Epoch [92][440/3134] lr: 0.00010, eta: 4:30:02, time: 0.575, data_time: 0.004, memory: 8339, top1_acc: 0.5250, top5_acc: 0.8094, loss_cls: 1.8420, loss: 1.8420 2020-06-18 17:36:55,153 - mmaction - INFO - Epoch [92][460/3134] lr: 0.00010, eta: 4:29:50, time: 0.574, data_time: 0.000, memory: 8339, top1_acc: 0.5625, top5_acc: 0.8000, loss_cls: 1.7584, loss: 1.7584 2020-06-18 17:37:06,720 - mmaction - INFO - Epoch [92][480/3134] lr: 0.00010, eta: 4:29:38, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7812, loss_cls: 1.8910, loss: 1.8910 2020-06-18 17:37:18,210 - mmaction - INFO - Epoch [92][500/3134] lr: 0.00010, eta: 4:29:27, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7937, loss_cls: 1.9384, loss: 1.9384 2020-06-18 17:37:29,622 - mmaction - INFO - Epoch [92][520/3134] lr: 0.00010, eta: 4:29:15, time: 0.570, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7688, loss_cls: 2.0778, loss: 2.0778 2020-06-18 17:37:41,174 - mmaction - INFO - Epoch [92][540/3134] lr: 0.00010, eta: 4:29:03, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7969, loss_cls: 1.8824, loss: 1.8824 2020-06-18 17:37:52,548 - mmaction - INFO - Epoch [92][560/3134] lr: 0.00010, eta: 4:28:52, time: 0.572, data_time: 0.004, memory: 8339, top1_acc: 0.5687, top5_acc: 0.8031, loss_cls: 1.8143, loss: 1.8143 2020-06-18 17:38:03,993 - mmaction - INFO - Epoch [92][580/3134] lr: 0.00010, eta: 4:28:40, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.5594, top5_acc: 0.8187, loss_cls: 1.8398, loss: 1.8398 2020-06-18 17:38:15,529 - mmaction - INFO - Epoch [92][600/3134] lr: 0.00010, eta: 4:28:28, time: 0.577, data_time: 0.004, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7781, loss_cls: 1.9057, loss: 1.9057 2020-06-18 17:38:27,026 - mmaction - INFO - Epoch [92][620/3134] lr: 0.00010, eta: 4:28:17, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7875, loss_cls: 1.9390, loss: 1.9390 2020-06-18 17:38:38,544 - mmaction - INFO - Epoch [92][640/3134] lr: 0.00010, eta: 4:28:05, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5781, top5_acc: 0.8094, loss_cls: 1.7687, loss: 1.7687 2020-06-18 17:38:49,980 - mmaction - INFO - Epoch [92][660/3134] lr: 0.00010, eta: 4:27:53, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5687, top5_acc: 0.8250, loss_cls: 1.7112, loss: 1.7112 2020-06-18 17:39:01,357 - mmaction - INFO - Epoch [92][680/3134] lr: 0.00010, eta: 4:27:42, time: 0.569, data_time: 0.001, memory: 8339, top1_acc: 0.5687, top5_acc: 0.8250, loss_cls: 1.8914, loss: 1.8914 2020-06-18 17:39:13,013 - mmaction - INFO - Epoch [92][700/3134] lr: 0.00010, eta: 4:27:30, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7719, loss_cls: 2.0199, loss: 2.0199 2020-06-18 17:39:24,492 - mmaction - INFO - Epoch [92][720/3134] lr: 0.00010, eta: 4:27:18, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7719, loss_cls: 1.9255, loss: 1.9255 2020-06-18 17:39:35,891 - mmaction - INFO - Epoch [92][740/3134] lr: 0.00010, eta: 4:27:07, time: 0.572, data_time: 0.002, memory: 8339, top1_acc: 0.5437, top5_acc: 0.8063, loss_cls: 1.8957, loss: 1.8957 2020-06-18 17:39:47,391 - mmaction - INFO - Epoch [92][760/3134] lr: 0.00010, eta: 4:26:55, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7688, loss_cls: 1.9535, loss: 1.9535 2020-06-18 17:39:58,859 - mmaction - INFO - Epoch [92][780/3134] lr: 0.00010, eta: 4:26:43, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7781, loss_cls: 1.9931, loss: 1.9931 2020-06-18 17:40:10,386 - mmaction - INFO - Epoch [92][800/3134] lr: 0.00010, eta: 4:26:31, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7875, loss_cls: 1.9401, loss: 1.9401 2020-06-18 17:40:21,819 - mmaction - INFO - Epoch [92][820/3134] lr: 0.00010, eta: 4:26:20, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7656, loss_cls: 1.9090, loss: 1.9090 2020-06-18 17:40:33,239 - mmaction - INFO - Epoch [92][840/3134] lr: 0.00010, eta: 4:26:08, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.5687, top5_acc: 0.8219, loss_cls: 1.7491, loss: 1.7491 2020-06-18 17:40:44,987 - mmaction - INFO - Epoch [92][860/3134] lr: 0.00010, eta: 4:25:56, time: 0.586, data_time: 0.014, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7625, loss_cls: 1.9965, loss: 1.9965 2020-06-18 17:40:56,593 - mmaction - INFO - Epoch [92][880/3134] lr: 0.00010, eta: 4:25:45, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7656, loss_cls: 1.9750, loss: 1.9750 2020-06-18 17:41:08,072 - mmaction - INFO - Epoch [92][900/3134] lr: 0.00010, eta: 4:25:33, time: 0.575, data_time: 0.005, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7750, loss_cls: 1.9677, loss: 1.9677 2020-06-18 17:41:19,614 - mmaction - INFO - Epoch [92][920/3134] lr: 0.00010, eta: 4:25:21, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.6000, top5_acc: 0.8031, loss_cls: 1.7670, loss: 1.7670 2020-06-18 17:41:31,185 - mmaction - INFO - Epoch [92][940/3134] lr: 0.00010, eta: 4:25:10, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7469, loss_cls: 2.0769, loss: 2.0769 2020-06-18 17:41:42,603 - mmaction - INFO - Epoch [92][960/3134] lr: 0.00010, eta: 4:24:58, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7656, loss_cls: 2.0148, loss: 2.0148 2020-06-18 17:41:54,082 - mmaction - INFO - Epoch [92][980/3134] lr: 0.00010, eta: 4:24:46, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7844, loss_cls: 1.9373, loss: 1.9373 2020-06-18 17:42:05,570 - mmaction - INFO - Epoch [92][1000/3134] lr: 0.00010, eta: 4:24:35, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5094, top5_acc: 0.8000, loss_cls: 1.9872, loss: 1.9872 2020-06-18 17:42:16,996 - mmaction - INFO - Epoch [92][1020/3134] lr: 0.00010, eta: 4:24:23, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7812, loss_cls: 1.9642, loss: 1.9642 2020-06-18 17:42:28,499 - mmaction - INFO - Epoch [92][1040/3134] lr: 0.00010, eta: 4:24:11, time: 0.574, data_time: 0.000, memory: 8339, top1_acc: 0.5531, top5_acc: 0.8000, loss_cls: 1.8658, loss: 1.8658 2020-06-18 17:42:39,935 - mmaction - INFO - Epoch [92][1060/3134] lr: 0.00010, eta: 4:24:00, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7844, loss_cls: 1.9243, loss: 1.9243 2020-06-18 17:42:51,380 - mmaction - INFO - Epoch [92][1080/3134] lr: 0.00010, eta: 4:23:48, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7781, loss_cls: 1.8953, loss: 1.8953 2020-06-18 17:43:02,834 - mmaction - INFO - Epoch [92][1100/3134] lr: 0.00010, eta: 4:23:36, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7781, loss_cls: 1.8835, loss: 1.8835 2020-06-18 17:43:14,368 - mmaction - INFO - Epoch [92][1120/3134] lr: 0.00010, eta: 4:23:24, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7750, loss_cls: 1.9663, loss: 1.9663 2020-06-18 17:43:25,774 - mmaction - INFO - Epoch [92][1140/3134] lr: 0.00010, eta: 4:23:13, time: 0.571, data_time: 0.002, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7937, loss_cls: 1.7918, loss: 1.7918 2020-06-18 17:43:37,225 - mmaction - INFO - Epoch [92][1160/3134] lr: 0.00010, eta: 4:23:01, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7812, loss_cls: 2.0900, loss: 2.0900 2020-06-18 17:43:48,688 - mmaction - INFO - Epoch [92][1180/3134] lr: 0.00010, eta: 4:22:49, time: 0.572, data_time: 0.002, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7937, loss_cls: 1.8913, loss: 1.8913 2020-06-18 17:44:00,240 - mmaction - INFO - Epoch [92][1200/3134] lr: 0.00010, eta: 4:22:38, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7750, loss_cls: 1.9492, loss: 1.9492 2020-06-18 17:44:11,791 - mmaction - INFO - Epoch [92][1220/3134] lr: 0.00010, eta: 4:22:26, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.5188, top5_acc: 0.8031, loss_cls: 1.9567, loss: 1.9567 2020-06-18 17:44:23,251 - mmaction - INFO - Epoch [92][1240/3134] lr: 0.00010, eta: 4:22:14, time: 0.572, data_time: 0.003, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7875, loss_cls: 1.8270, loss: 1.8270 2020-06-18 17:44:34,748 - mmaction - INFO - Epoch [92][1260/3134] lr: 0.00010, eta: 4:22:03, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.6000, top5_acc: 0.8125, loss_cls: 1.7261, loss: 1.7261 2020-06-18 17:44:46,195 - mmaction - INFO - Epoch [92][1280/3134] lr: 0.00010, eta: 4:21:51, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5281, top5_acc: 0.8187, loss_cls: 1.8279, loss: 1.8279 2020-06-18 17:44:57,755 - mmaction - INFO - Epoch [92][1300/3134] lr: 0.00010, eta: 4:21:39, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7781, loss_cls: 1.9267, loss: 1.9267 2020-06-18 17:45:09,218 - mmaction - INFO - Epoch [92][1320/3134] lr: 0.00010, eta: 4:21:28, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5406, top5_acc: 0.8063, loss_cls: 1.9296, loss: 1.9296 2020-06-18 17:45:20,672 - mmaction - INFO - Epoch [92][1340/3134] lr: 0.00010, eta: 4:21:16, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7781, loss_cls: 1.9059, loss: 1.9059 2020-06-18 17:45:32,210 - mmaction - INFO - Epoch [92][1360/3134] lr: 0.00010, eta: 4:21:04, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5656, top5_acc: 0.8250, loss_cls: 1.8115, loss: 1.8115 2020-06-18 17:45:43,680 - mmaction - INFO - Epoch [92][1380/3134] lr: 0.00010, eta: 4:20:53, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5938, top5_acc: 0.8313, loss_cls: 1.6713, loss: 1.6713 2020-06-18 17:45:55,090 - mmaction - INFO - Epoch [92][1400/3134] lr: 0.00010, eta: 4:20:41, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7937, loss_cls: 1.8863, loss: 1.8863 2020-06-18 17:46:06,604 - mmaction - INFO - Epoch [92][1420/3134] lr: 0.00010, eta: 4:20:29, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7562, loss_cls: 2.0337, loss: 2.0337 2020-06-18 17:46:18,103 - mmaction - INFO - Epoch [92][1440/3134] lr: 0.00010, eta: 4:20:17, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7937, loss_cls: 1.8863, loss: 1.8863 2020-06-18 17:46:29,601 - mmaction - INFO - Epoch [92][1460/3134] lr: 0.00010, eta: 4:20:06, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7937, loss_cls: 1.9187, loss: 1.9187 2020-06-18 17:46:41,124 - mmaction - INFO - Epoch [92][1480/3134] lr: 0.00010, eta: 4:19:54, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.8063, loss_cls: 1.8382, loss: 1.8382 2020-06-18 17:46:52,632 - mmaction - INFO - Epoch [92][1500/3134] lr: 0.00010, eta: 4:19:42, time: 0.577, data_time: 0.004, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7844, loss_cls: 2.0017, loss: 2.0017 2020-06-18 17:47:04,082 - mmaction - INFO - Epoch [92][1520/3134] lr: 0.00010, eta: 4:19:31, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.5750, top5_acc: 0.7937, loss_cls: 1.8953, loss: 1.8953 2020-06-18 17:47:15,577 - mmaction - INFO - Epoch [92][1540/3134] lr: 0.00010, eta: 4:19:19, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7719, loss_cls: 2.0438, loss: 2.0438 2020-06-18 17:47:27,121 - mmaction - INFO - Epoch [92][1560/3134] lr: 0.00010, eta: 4:19:07, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7750, loss_cls: 1.9784, loss: 1.9784 2020-06-18 17:47:38,579 - mmaction - INFO - Epoch [92][1580/3134] lr: 0.00010, eta: 4:18:56, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.6250, top5_acc: 0.8344, loss_cls: 1.6318, loss: 1.6318 2020-06-18 17:47:50,215 - mmaction - INFO - Epoch [92][1600/3134] lr: 0.00010, eta: 4:18:44, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7688, loss_cls: 2.1156, loss: 2.1156 2020-06-18 17:48:01,733 - mmaction - INFO - Epoch [92][1620/3134] lr: 0.00010, eta: 4:18:32, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7781, loss_cls: 1.9021, loss: 1.9021 2020-06-18 17:48:13,167 - mmaction - INFO - Epoch [92][1640/3134] lr: 0.00010, eta: 4:18:21, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.5563, top5_acc: 0.8063, loss_cls: 1.8191, loss: 1.8191 2020-06-18 17:48:24,718 - mmaction - INFO - Epoch [92][1660/3134] lr: 0.00010, eta: 4:18:09, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5437, top5_acc: 0.8438, loss_cls: 1.6660, loss: 1.6660 2020-06-18 17:48:36,196 - mmaction - INFO - Epoch [92][1680/3134] lr: 0.00010, eta: 4:17:57, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7625, loss_cls: 1.9827, loss: 1.9827 2020-06-18 17:48:47,643 - mmaction - INFO - Epoch [92][1700/3134] lr: 0.00010, eta: 4:17:46, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7812, loss_cls: 1.9960, loss: 1.9960 2020-06-18 17:48:59,228 - mmaction - INFO - Epoch [92][1720/3134] lr: 0.00010, eta: 4:17:34, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7937, loss_cls: 1.8889, loss: 1.8889 2020-06-18 17:49:10,766 - mmaction - INFO - Epoch [92][1740/3134] lr: 0.00010, eta: 4:17:22, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7531, loss_cls: 2.0457, loss: 2.0457 2020-06-18 17:49:22,309 - mmaction - INFO - Epoch [92][1760/3134] lr: 0.00010, eta: 4:17:10, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7906, loss_cls: 1.9446, loss: 1.9446 2020-06-18 17:49:33,771 - mmaction - INFO - Epoch [92][1780/3134] lr: 0.00010, eta: 4:16:59, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5781, top5_acc: 0.7812, loss_cls: 1.8756, loss: 1.8756 2020-06-18 17:49:45,191 - mmaction - INFO - Epoch [92][1800/3134] lr: 0.00010, eta: 4:16:47, time: 0.570, data_time: 0.002, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7812, loss_cls: 1.8978, loss: 1.8978 2020-06-18 17:49:56,723 - mmaction - INFO - Epoch [92][1820/3134] lr: 0.00010, eta: 4:16:35, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5406, top5_acc: 0.8094, loss_cls: 1.8841, loss: 1.8841 2020-06-18 17:50:08,301 - mmaction - INFO - Epoch [92][1840/3134] lr: 0.00010, eta: 4:16:24, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7188, loss_cls: 2.2211, loss: 2.2211 2020-06-18 17:50:19,794 - mmaction - INFO - Epoch [92][1860/3134] lr: 0.00010, eta: 4:16:12, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.6000, top5_acc: 0.8063, loss_cls: 1.7739, loss: 1.7739 2020-06-18 17:50:31,224 - mmaction - INFO - Epoch [92][1880/3134] lr: 0.00010, eta: 4:16:00, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7656, loss_cls: 2.0384, loss: 2.0384 2020-06-18 17:50:42,799 - mmaction - INFO - Epoch [92][1900/3134] lr: 0.00010, eta: 4:15:49, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7781, loss_cls: 1.8341, loss: 1.8341 2020-06-18 17:50:54,312 - mmaction - INFO - Epoch [92][1920/3134] lr: 0.00010, eta: 4:15:37, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5344, top5_acc: 0.8094, loss_cls: 1.9143, loss: 1.9143 2020-06-18 17:51:05,726 - mmaction - INFO - Epoch [92][1940/3134] lr: 0.00010, eta: 4:15:25, time: 0.570, data_time: 0.001, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7594, loss_cls: 2.0800, loss: 2.0800 2020-06-18 17:51:17,220 - mmaction - INFO - Epoch [92][1960/3134] lr: 0.00010, eta: 4:15:14, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7312, loss_cls: 2.1338, loss: 2.1338 2020-06-18 17:51:28,739 - mmaction - INFO - Epoch [92][1980/3134] lr: 0.00010, eta: 4:15:02, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5625, top5_acc: 0.8281, loss_cls: 1.7317, loss: 1.7317 2020-06-18 17:51:40,182 - mmaction - INFO - Epoch [92][2000/3134] lr: 0.00010, eta: 4:14:50, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5719, top5_acc: 0.8000, loss_cls: 1.8203, loss: 1.8203 2020-06-18 17:51:51,670 - mmaction - INFO - Epoch [92][2020/3134] lr: 0.00010, eta: 4:14:39, time: 0.572, data_time: 0.003, memory: 8339, top1_acc: 0.5781, top5_acc: 0.8063, loss_cls: 1.8856, loss: 1.8856 2020-06-18 17:52:03,124 - mmaction - INFO - Epoch [92][2040/3134] lr: 0.00010, eta: 4:14:27, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7875, loss_cls: 1.9027, loss: 1.9027 2020-06-18 17:52:14,604 - mmaction - INFO - Epoch [92][2060/3134] lr: 0.00010, eta: 4:14:15, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5687, top5_acc: 0.8031, loss_cls: 1.7537, loss: 1.7537 2020-06-18 17:52:26,075 - mmaction - INFO - Epoch [92][2080/3134] lr: 0.00010, eta: 4:14:04, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5938, top5_acc: 0.8000, loss_cls: 1.7889, loss: 1.7889 2020-06-18 17:52:37,617 - mmaction - INFO - Epoch [92][2100/3134] lr: 0.00010, eta: 4:13:52, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7937, loss_cls: 2.0101, loss: 2.0101 2020-06-18 17:52:49,160 - mmaction - INFO - Epoch [92][2120/3134] lr: 0.00010, eta: 4:13:40, time: 0.576, data_time: 0.000, memory: 8339, top1_acc: 0.5344, top5_acc: 0.8094, loss_cls: 1.8487, loss: 1.8487 2020-06-18 17:53:00,600 - mmaction - INFO - Epoch [92][2140/3134] lr: 0.00010, eta: 4:13:28, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7906, loss_cls: 1.8264, loss: 1.8264 2020-06-18 17:53:12,063 - mmaction - INFO - Epoch [92][2160/3134] lr: 0.00010, eta: 4:13:17, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7594, loss_cls: 1.9903, loss: 1.9903 2020-06-18 17:53:23,573 - mmaction - INFO - Epoch [92][2180/3134] lr: 0.00010, eta: 4:13:05, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5875, top5_acc: 0.8187, loss_cls: 1.7176, loss: 1.7176 2020-06-18 17:53:35,087 - mmaction - INFO - Epoch [92][2200/3134] lr: 0.00010, eta: 4:12:53, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5406, top5_acc: 0.8063, loss_cls: 1.8935, loss: 1.8935 2020-06-18 17:53:46,566 - mmaction - INFO - Epoch [92][2220/3134] lr: 0.00010, eta: 4:12:42, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5500, top5_acc: 0.8063, loss_cls: 1.8913, loss: 1.8913 2020-06-18 17:53:58,084 - mmaction - INFO - Epoch [92][2240/3134] lr: 0.00010, eta: 4:12:30, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5906, top5_acc: 0.8281, loss_cls: 1.8192, loss: 1.8192 2020-06-18 17:54:09,627 - mmaction - INFO - Epoch [92][2260/3134] lr: 0.00010, eta: 4:12:18, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7969, loss_cls: 1.9140, loss: 1.9140 2020-06-18 17:54:21,086 - mmaction - INFO - Epoch [92][2280/3134] lr: 0.00010, eta: 4:12:07, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5687, top5_acc: 0.7844, loss_cls: 1.8198, loss: 1.8198 2020-06-18 17:54:32,642 - mmaction - INFO - Epoch [92][2300/3134] lr: 0.00010, eta: 4:11:55, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7812, loss_cls: 1.9162, loss: 1.9162 2020-06-18 17:54:44,239 - mmaction - INFO - Epoch [92][2320/3134] lr: 0.00010, eta: 4:11:43, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7937, loss_cls: 1.9080, loss: 1.9080 2020-06-18 17:54:55,735 - mmaction - INFO - Epoch [92][2340/3134] lr: 0.00010, eta: 4:11:32, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.5656, top5_acc: 0.8094, loss_cls: 1.8779, loss: 1.8779 2020-06-18 17:55:07,184 - mmaction - INFO - Epoch [92][2360/3134] lr: 0.00010, eta: 4:11:20, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.6094, top5_acc: 0.8219, loss_cls: 1.6925, loss: 1.6925 2020-06-18 17:55:18,584 - mmaction - INFO - Epoch [92][2380/3134] lr: 0.00010, eta: 4:11:08, time: 0.569, data_time: 0.000, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7719, loss_cls: 2.0865, loss: 2.0865 2020-06-18 17:55:29,987 - mmaction - INFO - Epoch [92][2400/3134] lr: 0.00010, eta: 4:10:57, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7562, loss_cls: 2.0692, loss: 2.0692 2020-06-18 17:55:41,526 - mmaction - INFO - Epoch [92][2420/3134] lr: 0.00010, eta: 4:10:45, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7875, loss_cls: 2.0163, loss: 2.0163 2020-06-18 17:55:53,046 - mmaction - INFO - Epoch [92][2440/3134] lr: 0.00010, eta: 4:10:33, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7906, loss_cls: 1.8966, loss: 1.8966 2020-06-18 17:56:04,555 - mmaction - INFO - Epoch [92][2460/3134] lr: 0.00010, eta: 4:10:21, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7812, loss_cls: 1.9001, loss: 1.9001 2020-06-18 17:56:16,086 - mmaction - INFO - Epoch [92][2480/3134] lr: 0.00010, eta: 4:10:10, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7781, loss_cls: 2.0153, loss: 2.0153 2020-06-18 17:56:27,598 - mmaction - INFO - Epoch [92][2500/3134] lr: 0.00010, eta: 4:09:58, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7688, loss_cls: 2.0328, loss: 2.0328 2020-06-18 17:56:39,012 - mmaction - INFO - Epoch [92][2520/3134] lr: 0.00010, eta: 4:09:46, time: 0.570, data_time: 0.001, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7906, loss_cls: 1.8859, loss: 1.8859 2020-06-18 17:56:50,426 - mmaction - INFO - Epoch [92][2540/3134] lr: 0.00010, eta: 4:09:35, time: 0.571, data_time: 0.003, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7969, loss_cls: 1.7919, loss: 1.7919 2020-06-18 17:57:02,020 - mmaction - INFO - Epoch [92][2560/3134] lr: 0.00010, eta: 4:09:23, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5031, top5_acc: 0.8000, loss_cls: 2.0428, loss: 2.0428 2020-06-18 17:57:13,474 - mmaction - INFO - Epoch [92][2580/3134] lr: 0.00010, eta: 4:09:11, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7781, loss_cls: 1.9575, loss: 1.9575 2020-06-18 17:57:24,982 - mmaction - INFO - Epoch [92][2600/3134] lr: 0.00010, eta: 4:09:00, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7719, loss_cls: 2.1239, loss: 2.1239 2020-06-18 17:57:36,540 - mmaction - INFO - Epoch [92][2620/3134] lr: 0.00010, eta: 4:08:48, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5594, top5_acc: 0.8094, loss_cls: 1.7487, loss: 1.7487 2020-06-18 17:57:48,062 - mmaction - INFO - Epoch [92][2640/3134] lr: 0.00010, eta: 4:08:36, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.5500, top5_acc: 0.8000, loss_cls: 1.8783, loss: 1.8783 2020-06-18 17:57:59,517 - mmaction - INFO - Epoch [92][2660/3134] lr: 0.00010, eta: 4:08:25, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5781, top5_acc: 0.8219, loss_cls: 1.7752, loss: 1.7752 2020-06-18 17:58:10,987 - mmaction - INFO - Epoch [92][2680/3134] lr: 0.00010, eta: 4:08:13, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7875, loss_cls: 1.9027, loss: 1.9027 2020-06-18 17:58:22,529 - mmaction - INFO - Epoch [92][2700/3134] lr: 0.00010, eta: 4:08:01, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.6031, top5_acc: 0.8594, loss_cls: 1.6491, loss: 1.6491 2020-06-18 17:58:34,049 - mmaction - INFO - Epoch [92][2720/3134] lr: 0.00010, eta: 4:07:50, time: 0.577, data_time: 0.004, memory: 8339, top1_acc: 0.5719, top5_acc: 0.7906, loss_cls: 1.8404, loss: 1.8404 2020-06-18 17:58:45,537 - mmaction - INFO - Epoch [92][2740/3134] lr: 0.00010, eta: 4:07:38, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7656, loss_cls: 1.9315, loss: 1.9315 2020-06-18 17:58:57,021 - mmaction - INFO - Epoch [92][2760/3134] lr: 0.00010, eta: 4:07:26, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7625, loss_cls: 1.9621, loss: 1.9621 2020-06-18 17:59:08,464 - mmaction - INFO - Epoch [92][2780/3134] lr: 0.00010, eta: 4:07:15, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5500, top5_acc: 0.8031, loss_cls: 1.8659, loss: 1.8659 2020-06-18 17:59:19,990 - mmaction - INFO - Epoch [92][2800/3134] lr: 0.00010, eta: 4:07:03, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7688, loss_cls: 1.9537, loss: 1.9537 2020-06-18 17:59:31,532 - mmaction - INFO - Epoch [92][2820/3134] lr: 0.00010, eta: 4:06:51, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7375, loss_cls: 2.1604, loss: 2.1604 2020-06-18 17:59:43,041 - mmaction - INFO - Epoch [92][2840/3134] lr: 0.00010, eta: 4:06:39, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7812, loss_cls: 1.9209, loss: 1.9209 2020-06-18 17:59:54,482 - mmaction - INFO - Epoch [92][2860/3134] lr: 0.00010, eta: 4:06:28, time: 0.572, data_time: 0.000, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7594, loss_cls: 2.0548, loss: 2.0548 2020-06-18 18:00:06,112 - mmaction - INFO - Epoch [92][2880/3134] lr: 0.00010, eta: 4:06:16, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5469, top5_acc: 0.8063, loss_cls: 1.7868, loss: 1.7868 2020-06-18 18:00:18,259 - mmaction - INFO - Epoch [92][2900/3134] lr: 0.00010, eta: 4:06:05, time: 0.607, data_time: 0.003, memory: 8339, top1_acc: 0.6031, top5_acc: 0.8000, loss_cls: 1.8204, loss: 1.8204 2020-06-18 18:00:30,715 - mmaction - INFO - Epoch [92][2920/3134] lr: 0.00010, eta: 4:05:53, time: 0.623, data_time: 0.003, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7844, loss_cls: 1.9428, loss: 1.9428 2020-06-18 18:00:42,178 - mmaction - INFO - Epoch [92][2940/3134] lr: 0.00010, eta: 4:05:41, time: 0.573, data_time: 0.004, memory: 8339, top1_acc: 0.6000, top5_acc: 0.8344, loss_cls: 1.6575, loss: 1.6575 2020-06-18 18:00:53,754 - mmaction - INFO - Epoch [92][2960/3134] lr: 0.00010, eta: 4:05:30, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5375, top5_acc: 0.8094, loss_cls: 1.8964, loss: 1.8964 2020-06-18 18:01:05,268 - mmaction - INFO - Epoch [92][2980/3134] lr: 0.00010, eta: 4:05:18, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7844, loss_cls: 1.8705, loss: 1.8705 2020-06-18 18:01:16,798 - mmaction - INFO - Epoch [92][3000/3134] lr: 0.00010, eta: 4:05:06, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7750, loss_cls: 1.9706, loss: 1.9706 2020-06-18 18:01:28,275 - mmaction - INFO - Epoch [92][3020/3134] lr: 0.00010, eta: 4:04:54, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7750, loss_cls: 1.9260, loss: 1.9260 2020-06-18 18:01:39,756 - mmaction - INFO - Epoch [92][3040/3134] lr: 0.00010, eta: 4:04:43, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7500, loss_cls: 2.0518, loss: 2.0518 2020-06-18 18:01:51,307 - mmaction - INFO - Epoch [92][3060/3134] lr: 0.00010, eta: 4:04:31, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5563, top5_acc: 0.8000, loss_cls: 1.8380, loss: 1.8380 2020-06-18 18:02:02,806 - mmaction - INFO - Epoch [92][3080/3134] lr: 0.00010, eta: 4:04:19, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7781, loss_cls: 1.9242, loss: 1.9242 2020-06-18 18:02:14,274 - mmaction - INFO - Epoch [92][3100/3134] lr: 0.00010, eta: 4:04:08, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7781, loss_cls: 1.9381, loss: 1.9381 2020-06-18 18:02:25,799 - mmaction - INFO - Epoch [92][3120/3134] lr: 0.00010, eta: 4:03:56, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.5625, top5_acc: 0.8219, loss_cls: 1.8202, loss: 1.8202 2020-06-18 18:03:02,430 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-18 18:03:03,689 - mmaction - INFO - top1_acc 0.2814 top5_acc 0.5296 2020-06-18 18:03:03,707 - mmaction - INFO - Epoch [92][3134/3134] lr: 0.00010, top1_acc: 0.2814, top5_acc: 0.5296 2020-06-18 18:03:19,064 - mmaction - INFO - Epoch [93][20/3134] lr: 0.00010, eta: 4:03:36, time: 0.767, data_time: 0.195, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7562, loss_cls: 2.0239, loss: 2.0239 2020-06-18 18:03:30,571 - mmaction - INFO - Epoch [93][40/3134] lr: 0.00010, eta: 4:03:24, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5500, top5_acc: 0.8375, loss_cls: 1.7409, loss: 1.7409 2020-06-18 18:03:42,057 - mmaction - INFO - Epoch [93][60/3134] lr: 0.00010, eta: 4:03:12, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7937, loss_cls: 1.9566, loss: 1.9566 2020-06-18 18:03:53,548 - mmaction - INFO - Epoch [93][80/3134] lr: 0.00010, eta: 4:03:01, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7656, loss_cls: 1.9217, loss: 1.9217 2020-06-18 18:04:04,999 - mmaction - INFO - Epoch [93][100/3134] lr: 0.00010, eta: 4:02:49, time: 0.573, data_time: 0.004, memory: 8339, top1_acc: 0.5844, top5_acc: 0.8063, loss_cls: 1.7693, loss: 1.7693 2020-06-18 18:04:16,491 - mmaction - INFO - Epoch [93][120/3134] lr: 0.00010, eta: 4:02:37, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.6031, top5_acc: 0.8375, loss_cls: 1.6847, loss: 1.6847 2020-06-18 18:04:28,003 - mmaction - INFO - Epoch [93][140/3134] lr: 0.00010, eta: 4:02:26, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7875, loss_cls: 1.9100, loss: 1.9100 2020-06-18 18:04:39,484 - mmaction - INFO - Epoch [93][160/3134] lr: 0.00010, eta: 4:02:14, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7688, loss_cls: 2.0318, loss: 2.0318 2020-06-18 18:04:51,118 - mmaction - INFO - Epoch [93][180/3134] lr: 0.00010, eta: 4:02:02, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7531, loss_cls: 2.0810, loss: 2.0810 2020-06-18 18:05:02,708 - mmaction - INFO - Epoch [93][200/3134] lr: 0.00010, eta: 4:01:51, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.5813, top5_acc: 0.8125, loss_cls: 1.7858, loss: 1.7858 2020-06-18 18:05:14,183 - mmaction - INFO - Epoch [93][220/3134] lr: 0.00010, eta: 4:01:39, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.6062, top5_acc: 0.8313, loss_cls: 1.7289, loss: 1.7289 2020-06-18 18:05:25,661 - mmaction - INFO - Epoch [93][240/3134] lr: 0.00010, eta: 4:01:27, time: 0.573, data_time: 0.000, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7969, loss_cls: 1.8737, loss: 1.8737 2020-06-18 18:05:37,227 - mmaction - INFO - Epoch [93][260/3134] lr: 0.00010, eta: 4:01:16, time: 0.578, data_time: 0.004, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7625, loss_cls: 2.0233, loss: 2.0233 2020-06-18 18:05:48,700 - mmaction - INFO - Epoch [93][280/3134] lr: 0.00010, eta: 4:01:04, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5750, top5_acc: 0.8219, loss_cls: 1.7523, loss: 1.7523 2020-06-18 18:06:00,230 - mmaction - INFO - Epoch [93][300/3134] lr: 0.00010, eta: 4:00:52, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7625, loss_cls: 1.9713, loss: 1.9713 2020-06-18 18:06:11,891 - mmaction - INFO - Epoch [93][320/3134] lr: 0.00010, eta: 4:00:41, time: 0.583, data_time: 0.001, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7812, loss_cls: 1.8741, loss: 1.8741 2020-06-18 18:06:23,454 - mmaction - INFO - Epoch [93][340/3134] lr: 0.00010, eta: 4:00:29, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7906, loss_cls: 1.8245, loss: 1.8245 2020-06-18 18:06:34,957 - mmaction - INFO - Epoch [93][360/3134] lr: 0.00010, eta: 4:00:17, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7781, loss_cls: 1.9462, loss: 1.9462 2020-06-18 18:06:46,566 - mmaction - INFO - Epoch [93][380/3134] lr: 0.00010, eta: 4:00:06, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5938, top5_acc: 0.8406, loss_cls: 1.5966, loss: 1.5966 2020-06-18 18:06:57,970 - mmaction - INFO - Epoch [93][400/3134] lr: 0.00010, eta: 3:59:54, time: 0.573, data_time: 0.004, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7844, loss_cls: 2.0196, loss: 2.0196 2020-06-18 18:07:09,478 - mmaction - INFO - Epoch [93][420/3134] lr: 0.00010, eta: 3:59:42, time: 0.575, data_time: 0.000, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7781, loss_cls: 1.9074, loss: 1.9074 2020-06-18 18:07:20,916 - mmaction - INFO - Epoch [93][440/3134] lr: 0.00010, eta: 3:59:31, time: 0.571, data_time: 0.000, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7969, loss_cls: 1.8890, loss: 1.8890 2020-06-18 18:07:32,371 - mmaction - INFO - Epoch [93][460/3134] lr: 0.00010, eta: 3:59:19, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7937, loss_cls: 1.9176, loss: 1.9176 2020-06-18 18:07:43,932 - mmaction - INFO - Epoch [93][480/3134] lr: 0.00010, eta: 3:59:07, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.5656, top5_acc: 0.8281, loss_cls: 1.7114, loss: 1.7114 2020-06-18 18:07:55,398 - mmaction - INFO - Epoch [93][500/3134] lr: 0.00010, eta: 3:58:55, time: 0.576, data_time: 0.004, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7906, loss_cls: 1.9168, loss: 1.9168 2020-06-18 18:08:06,922 - mmaction - INFO - Epoch [93][520/3134] lr: 0.00010, eta: 3:58:44, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7906, loss_cls: 1.9979, loss: 1.9979 2020-06-18 18:08:18,420 - mmaction - INFO - Epoch [93][540/3134] lr: 0.00010, eta: 3:58:32, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5813, top5_acc: 0.8656, loss_cls: 1.6864, loss: 1.6864 2020-06-18 18:08:29,958 - mmaction - INFO - Epoch [93][560/3134] lr: 0.00010, eta: 3:58:20, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7781, loss_cls: 1.8669, loss: 1.8669 2020-06-18 18:08:41,417 - mmaction - INFO - Epoch [93][580/3134] lr: 0.00010, eta: 3:58:09, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5469, top5_acc: 0.8094, loss_cls: 1.8413, loss: 1.8413 2020-06-18 18:08:52,904 - mmaction - INFO - Epoch [93][600/3134] lr: 0.00010, eta: 3:57:57, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7969, loss_cls: 1.9566, loss: 1.9566 2020-06-18 18:09:04,471 - mmaction - INFO - Epoch [93][620/3134] lr: 0.00010, eta: 3:57:45, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7625, loss_cls: 2.0727, loss: 2.0727 2020-06-18 18:09:15,951 - mmaction - INFO - Epoch [93][640/3134] lr: 0.00010, eta: 3:57:34, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7562, loss_cls: 2.0316, loss: 2.0316 2020-06-18 18:09:27,439 - mmaction - INFO - Epoch [93][660/3134] lr: 0.00010, eta: 3:57:22, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7844, loss_cls: 1.9628, loss: 1.9628 2020-06-18 18:09:38,991 - mmaction - INFO - Epoch [93][680/3134] lr: 0.00010, eta: 3:57:10, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5719, top5_acc: 0.8063, loss_cls: 1.7026, loss: 1.7026 2020-06-18 18:09:50,401 - mmaction - INFO - Epoch [93][700/3134] lr: 0.00010, eta: 3:56:59, time: 0.571, data_time: 0.002, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7969, loss_cls: 1.9249, loss: 1.9249 2020-06-18 18:10:02,002 - mmaction - INFO - Epoch [93][720/3134] lr: 0.00010, eta: 3:56:47, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7719, loss_cls: 1.9701, loss: 1.9701 2020-06-18 18:10:13,457 - mmaction - INFO - Epoch [93][740/3134] lr: 0.00010, eta: 3:56:35, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7750, loss_cls: 1.8774, loss: 1.8774 2020-06-18 18:10:24,929 - mmaction - INFO - Epoch [93][760/3134] lr: 0.00010, eta: 3:56:24, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7812, loss_cls: 1.9480, loss: 1.9480 2020-06-18 18:10:36,386 - mmaction - INFO - Epoch [93][780/3134] lr: 0.00010, eta: 3:56:12, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7594, loss_cls: 1.9890, loss: 1.9890 2020-06-18 18:10:47,977 - mmaction - INFO - Epoch [93][800/3134] lr: 0.00010, eta: 3:56:00, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5687, top5_acc: 0.7875, loss_cls: 1.9286, loss: 1.9286 2020-06-18 18:10:59,485 - mmaction - INFO - Epoch [93][820/3134] lr: 0.00010, eta: 3:55:49, time: 0.579, data_time: 0.004, memory: 8339, top1_acc: 0.5687, top5_acc: 0.7875, loss_cls: 1.8738, loss: 1.8738 2020-06-18 18:11:10,941 - mmaction - INFO - Epoch [93][840/3134] lr: 0.00010, eta: 3:55:37, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7625, loss_cls: 1.9854, loss: 1.9854 2020-06-18 18:11:22,476 - mmaction - INFO - Epoch [93][860/3134] lr: 0.00010, eta: 3:55:25, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7500, loss_cls: 2.1551, loss: 2.1551 2020-06-18 18:11:33,990 - mmaction - INFO - Epoch [93][880/3134] lr: 0.00010, eta: 3:55:14, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7812, loss_cls: 1.9182, loss: 1.9182 2020-06-18 18:11:45,496 - mmaction - INFO - Epoch [93][900/3134] lr: 0.00010, eta: 3:55:02, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.5750, top5_acc: 0.8187, loss_cls: 1.7462, loss: 1.7462 2020-06-18 18:11:57,065 - mmaction - INFO - Epoch [93][920/3134] lr: 0.00010, eta: 3:54:50, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7875, loss_cls: 1.8490, loss: 1.8490 2020-06-18 18:12:08,649 - mmaction - INFO - Epoch [93][940/3134] lr: 0.00010, eta: 3:54:38, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7844, loss_cls: 1.9492, loss: 1.9492 2020-06-18 18:12:20,132 - mmaction - INFO - Epoch [93][960/3134] lr: 0.00010, eta: 3:54:27, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5844, top5_acc: 0.8000, loss_cls: 1.7588, loss: 1.7588 2020-06-18 18:12:31,640 - mmaction - INFO - Epoch [93][980/3134] lr: 0.00010, eta: 3:54:15, time: 0.572, data_time: 0.003, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7656, loss_cls: 2.0233, loss: 2.0233 2020-06-18 18:12:43,154 - mmaction - INFO - Epoch [93][1000/3134] lr: 0.00010, eta: 3:54:03, time: 0.578, data_time: 0.004, memory: 8339, top1_acc: 0.5687, top5_acc: 0.7844, loss_cls: 1.8916, loss: 1.8916 2020-06-18 18:12:54,714 - mmaction - INFO - Epoch [93][1020/3134] lr: 0.00010, eta: 3:53:52, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7906, loss_cls: 1.9581, loss: 1.9581 2020-06-18 18:13:06,227 - mmaction - INFO - Epoch [93][1040/3134] lr: 0.00010, eta: 3:53:40, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5750, top5_acc: 0.8281, loss_cls: 1.6975, loss: 1.6975 2020-06-18 18:13:17,706 - mmaction - INFO - Epoch [93][1060/3134] lr: 0.00010, eta: 3:53:28, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.6000, top5_acc: 0.8125, loss_cls: 1.7673, loss: 1.7673 2020-06-18 18:13:29,122 - mmaction - INFO - Epoch [93][1080/3134] lr: 0.00010, eta: 3:53:17, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.5594, top5_acc: 0.8250, loss_cls: 1.7970, loss: 1.7970 2020-06-18 18:13:40,643 - mmaction - INFO - Epoch [93][1100/3134] lr: 0.00010, eta: 3:53:05, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5500, top5_acc: 0.8031, loss_cls: 1.8557, loss: 1.8557 2020-06-18 18:13:52,177 - mmaction - INFO - Epoch [93][1120/3134] lr: 0.00010, eta: 3:52:53, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.5594, top5_acc: 0.8313, loss_cls: 1.7449, loss: 1.7449 2020-06-18 18:14:03,631 - mmaction - INFO - Epoch [93][1140/3134] lr: 0.00010, eta: 3:52:42, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5719, top5_acc: 0.7937, loss_cls: 1.9040, loss: 1.9040 2020-06-18 18:14:15,134 - mmaction - INFO - Epoch [93][1160/3134] lr: 0.00010, eta: 3:52:30, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5906, top5_acc: 0.8156, loss_cls: 1.7399, loss: 1.7399 2020-06-18 18:14:26,629 - mmaction - INFO - Epoch [93][1180/3134] lr: 0.00010, eta: 3:52:18, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7750, loss_cls: 1.9700, loss: 1.9700 2020-06-18 18:14:38,135 - mmaction - INFO - Epoch [93][1200/3134] lr: 0.00010, eta: 3:52:07, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7937, loss_cls: 1.9395, loss: 1.9395 2020-06-18 18:14:49,649 - mmaction - INFO - Epoch [93][1220/3134] lr: 0.00010, eta: 3:51:55, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7531, loss_cls: 2.0329, loss: 2.0329 2020-06-18 18:15:01,175 - mmaction - INFO - Epoch [93][1240/3134] lr: 0.00010, eta: 3:51:43, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5750, top5_acc: 0.8187, loss_cls: 1.8298, loss: 1.8298 2020-06-18 18:15:12,804 - mmaction - INFO - Epoch [93][1260/3134] lr: 0.00010, eta: 3:51:32, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.5406, top5_acc: 0.8063, loss_cls: 1.8623, loss: 1.8623 2020-06-18 18:15:24,351 - mmaction - INFO - Epoch [93][1280/3134] lr: 0.00010, eta: 3:51:20, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.5281, top5_acc: 0.8063, loss_cls: 1.8542, loss: 1.8542 2020-06-18 18:15:35,870 - mmaction - INFO - Epoch [93][1300/3134] lr: 0.00010, eta: 3:51:08, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5687, top5_acc: 0.8156, loss_cls: 1.8063, loss: 1.8063 2020-06-18 18:15:47,538 - mmaction - INFO - Epoch [93][1320/3134] lr: 0.00010, eta: 3:50:57, time: 0.583, data_time: 0.004, memory: 8339, top1_acc: 0.5125, top5_acc: 0.8031, loss_cls: 1.9142, loss: 1.9142 2020-06-18 18:15:59,006 - mmaction - INFO - Epoch [93][1340/3134] lr: 0.00010, eta: 3:50:45, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7625, loss_cls: 2.1118, loss: 2.1118 2020-06-18 18:16:10,562 - mmaction - INFO - Epoch [93][1360/3134] lr: 0.00010, eta: 3:50:33, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.5250, top5_acc: 0.8031, loss_cls: 1.8823, loss: 1.8823 2020-06-18 18:16:22,003 - mmaction - INFO - Epoch [93][1380/3134] lr: 0.00010, eta: 3:50:22, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7594, loss_cls: 1.9846, loss: 1.9846 2020-06-18 18:16:33,415 - mmaction - INFO - Epoch [93][1400/3134] lr: 0.00010, eta: 3:50:10, time: 0.570, data_time: 0.001, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7625, loss_cls: 2.0392, loss: 2.0392 2020-06-18 18:16:44,923 - mmaction - INFO - Epoch [93][1420/3134] lr: 0.00010, eta: 3:49:58, time: 0.575, data_time: 0.004, memory: 8339, top1_acc: 0.5781, top5_acc: 0.8187, loss_cls: 1.7392, loss: 1.7392 2020-06-18 18:16:56,381 - mmaction - INFO - Epoch [93][1440/3134] lr: 0.00010, eta: 3:49:46, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.5875, top5_acc: 0.8219, loss_cls: 1.7371, loss: 1.7371 2020-06-18 18:17:07,865 - mmaction - INFO - Epoch [93][1460/3134] lr: 0.00010, eta: 3:49:35, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.5687, top5_acc: 0.7875, loss_cls: 1.8630, loss: 1.8630 2020-06-18 18:17:19,344 - mmaction - INFO - Epoch [93][1480/3134] lr: 0.00010, eta: 3:49:23, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7969, loss_cls: 1.8551, loss: 1.8551 2020-06-18 18:17:30,912 - mmaction - INFO - Epoch [93][1500/3134] lr: 0.00010, eta: 3:49:11, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5500, top5_acc: 0.8094, loss_cls: 1.7537, loss: 1.7537 2020-06-18 18:17:42,389 - mmaction - INFO - Epoch [93][1520/3134] lr: 0.00010, eta: 3:49:00, time: 0.573, data_time: 0.000, memory: 8339, top1_acc: 0.5250, top5_acc: 0.8000, loss_cls: 1.8861, loss: 1.8861 2020-06-18 18:17:53,866 - mmaction - INFO - Epoch [93][1540/3134] lr: 0.00010, eta: 3:48:48, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.6031, top5_acc: 0.8219, loss_cls: 1.7103, loss: 1.7103 2020-06-18 18:18:05,310 - mmaction - INFO - Epoch [93][1560/3134] lr: 0.00010, eta: 3:48:36, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7812, loss_cls: 1.9091, loss: 1.9091 2020-06-18 18:18:16,813 - mmaction - INFO - Epoch [93][1580/3134] lr: 0.00010, eta: 3:48:25, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7906, loss_cls: 1.8476, loss: 1.8476 2020-06-18 18:18:28,322 - mmaction - INFO - Epoch [93][1600/3134] lr: 0.00010, eta: 3:48:13, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7875, loss_cls: 1.8439, loss: 1.8439 2020-06-18 18:18:39,827 - mmaction - INFO - Epoch [93][1620/3134] lr: 0.00010, eta: 3:48:01, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7875, loss_cls: 1.9831, loss: 1.9831 2020-06-18 18:18:51,340 - mmaction - INFO - Epoch [93][1640/3134] lr: 0.00010, eta: 3:47:50, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7438, loss_cls: 2.1519, loss: 2.1519 2020-06-18 18:19:02,824 - mmaction - INFO - Epoch [93][1660/3134] lr: 0.00010, eta: 3:47:38, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5531, top5_acc: 0.8000, loss_cls: 1.9154, loss: 1.9154 2020-06-18 18:19:14,237 - mmaction - INFO - Epoch [93][1680/3134] lr: 0.00010, eta: 3:47:26, time: 0.570, data_time: 0.001, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7906, loss_cls: 1.8058, loss: 1.8058 2020-06-18 18:19:25,663 - mmaction - INFO - Epoch [93][1700/3134] lr: 0.00010, eta: 3:47:15, time: 0.571, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7625, loss_cls: 2.0691, loss: 2.0691 2020-06-18 18:19:37,099 - mmaction - INFO - Epoch [93][1720/3134] lr: 0.00010, eta: 3:47:03, time: 0.572, data_time: 0.003, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7875, loss_cls: 1.9750, loss: 1.9750 2020-06-18 18:19:48,437 - mmaction - INFO - Epoch [93][1740/3134] lr: 0.00010, eta: 3:46:51, time: 0.568, data_time: 0.002, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7937, loss_cls: 1.8891, loss: 1.8891 2020-06-18 18:19:59,913 - mmaction - INFO - Epoch [93][1760/3134] lr: 0.00010, eta: 3:46:40, time: 0.572, data_time: 0.003, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7719, loss_cls: 1.9875, loss: 1.9875 2020-06-18 18:20:11,416 - mmaction - INFO - Epoch [93][1780/3134] lr: 0.00010, eta: 3:46:28, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7812, loss_cls: 2.0011, loss: 2.0011 2020-06-18 18:20:22,862 - mmaction - INFO - Epoch [93][1800/3134] lr: 0.00010, eta: 3:46:16, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7969, loss_cls: 1.9580, loss: 1.9580 2020-06-18 18:20:34,339 - mmaction - INFO - Epoch [93][1820/3134] lr: 0.00010, eta: 3:46:04, time: 0.572, data_time: 0.003, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7781, loss_cls: 2.0495, loss: 2.0495 2020-06-18 18:20:45,773 - mmaction - INFO - Epoch [93][1840/3134] lr: 0.00010, eta: 3:45:53, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7781, loss_cls: 1.9544, loss: 1.9544 2020-06-18 18:20:57,375 - mmaction - INFO - Epoch [93][1860/3134] lr: 0.00010, eta: 3:45:41, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7906, loss_cls: 1.7791, loss: 1.7791 2020-06-18 18:21:08,903 - mmaction - INFO - Epoch [93][1880/3134] lr: 0.00010, eta: 3:45:29, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7781, loss_cls: 1.9620, loss: 1.9620 2020-06-18 18:21:20,451 - mmaction - INFO - Epoch [93][1900/3134] lr: 0.00010, eta: 3:45:18, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.5531, top5_acc: 0.8156, loss_cls: 1.8897, loss: 1.8897 2020-06-18 18:21:31,844 - mmaction - INFO - Epoch [93][1920/3134] lr: 0.00010, eta: 3:45:06, time: 0.568, data_time: 0.000, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7844, loss_cls: 1.9234, loss: 1.9234 2020-06-18 18:21:43,364 - mmaction - INFO - Epoch [93][1940/3134] lr: 0.00010, eta: 3:44:54, time: 0.576, data_time: 0.004, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7937, loss_cls: 1.9327, loss: 1.9327 2020-06-18 18:21:54,903 - mmaction - INFO - Epoch [93][1960/3134] lr: 0.00010, eta: 3:44:43, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7969, loss_cls: 1.8855, loss: 1.8855 2020-06-18 18:22:06,399 - mmaction - INFO - Epoch [93][1980/3134] lr: 0.00010, eta: 3:44:31, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5719, top5_acc: 0.8000, loss_cls: 1.6973, loss: 1.6973 2020-06-18 18:22:17,950 - mmaction - INFO - Epoch [93][2000/3134] lr: 0.00010, eta: 3:44:19, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5594, top5_acc: 0.8094, loss_cls: 1.8355, loss: 1.8355 2020-06-18 18:22:29,408 - mmaction - INFO - Epoch [93][2020/3134] lr: 0.00010, eta: 3:44:08, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7937, loss_cls: 1.8075, loss: 1.8075 2020-06-18 18:22:40,855 - mmaction - INFO - Epoch [93][2040/3134] lr: 0.00010, eta: 3:43:56, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7844, loss_cls: 1.8755, loss: 1.8755 2020-06-18 18:22:52,416 - mmaction - INFO - Epoch [93][2060/3134] lr: 0.00010, eta: 3:43:44, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7969, loss_cls: 1.9990, loss: 1.9990 2020-06-18 18:23:03,849 - mmaction - INFO - Epoch [93][2080/3134] lr: 0.00010, eta: 3:43:33, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7969, loss_cls: 1.8200, loss: 1.8200 2020-06-18 18:23:15,382 - mmaction - INFO - Epoch [93][2100/3134] lr: 0.00010, eta: 3:43:21, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7625, loss_cls: 1.8666, loss: 1.8666 2020-06-18 18:23:26,966 - mmaction - INFO - Epoch [93][2120/3134] lr: 0.00010, eta: 3:43:09, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5813, top5_acc: 0.8125, loss_cls: 1.7987, loss: 1.7987 2020-06-18 18:23:38,506 - mmaction - INFO - Epoch [93][2140/3134] lr: 0.00010, eta: 3:42:58, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7906, loss_cls: 1.8840, loss: 1.8840 2020-06-18 18:23:49,974 - mmaction - INFO - Epoch [93][2160/3134] lr: 0.00010, eta: 3:42:46, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7937, loss_cls: 1.8998, loss: 1.8998 2020-06-18 18:24:01,480 - mmaction - INFO - Epoch [93][2180/3134] lr: 0.00010, eta: 3:42:34, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5437, top5_acc: 0.8187, loss_cls: 1.8210, loss: 1.8210 2020-06-18 18:24:12,980 - mmaction - INFO - Epoch [93][2200/3134] lr: 0.00010, eta: 3:42:23, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5656, top5_acc: 0.8250, loss_cls: 1.7749, loss: 1.7749 2020-06-18 18:24:24,506 - mmaction - INFO - Epoch [93][2220/3134] lr: 0.00010, eta: 3:42:11, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7844, loss_cls: 1.9351, loss: 1.9351 2020-06-18 18:24:35,919 - mmaction - INFO - Epoch [93][2240/3134] lr: 0.00010, eta: 3:41:59, time: 0.572, data_time: 0.002, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7781, loss_cls: 1.9499, loss: 1.9499 2020-06-18 18:24:47,469 - mmaction - INFO - Epoch [93][2260/3134] lr: 0.00010, eta: 3:41:47, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7656, loss_cls: 2.0307, loss: 2.0307 2020-06-18 18:24:58,959 - mmaction - INFO - Epoch [93][2280/3134] lr: 0.00010, eta: 3:41:36, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7844, loss_cls: 1.9866, loss: 1.9866 2020-06-18 18:25:10,475 - mmaction - INFO - Epoch [93][2300/3134] lr: 0.00010, eta: 3:41:24, time: 0.576, data_time: 0.000, memory: 8339, top1_acc: 0.5687, top5_acc: 0.7750, loss_cls: 1.8738, loss: 1.8738 2020-06-18 18:25:21,902 - mmaction - INFO - Epoch [93][2320/3134] lr: 0.00010, eta: 3:41:12, time: 0.571, data_time: 0.000, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7937, loss_cls: 1.9445, loss: 1.9445 2020-06-18 18:25:33,339 - mmaction - INFO - Epoch [93][2340/3134] lr: 0.00010, eta: 3:41:01, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7812, loss_cls: 1.9250, loss: 1.9250 2020-06-18 18:25:44,882 - mmaction - INFO - Epoch [93][2360/3134] lr: 0.00010, eta: 3:40:49, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7625, loss_cls: 2.0080, loss: 2.0080 2020-06-18 18:25:56,384 - mmaction - INFO - Epoch [93][2380/3134] lr: 0.00010, eta: 3:40:37, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7937, loss_cls: 1.9185, loss: 1.9185 2020-06-18 18:26:07,819 - mmaction - INFO - Epoch [93][2400/3134] lr: 0.00010, eta: 3:40:26, time: 0.572, data_time: 0.000, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7531, loss_cls: 2.1714, loss: 2.1714 2020-06-18 18:26:19,308 - mmaction - INFO - Epoch [93][2420/3134] lr: 0.00010, eta: 3:40:14, time: 0.572, data_time: 0.003, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7594, loss_cls: 2.0039, loss: 2.0039 2020-06-18 18:26:30,837 - mmaction - INFO - Epoch [93][2440/3134] lr: 0.00010, eta: 3:40:02, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7625, loss_cls: 2.0630, loss: 2.0630 2020-06-18 18:26:42,342 - mmaction - INFO - Epoch [93][2460/3134] lr: 0.00010, eta: 3:39:51, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7812, loss_cls: 1.8974, loss: 1.8974 2020-06-18 18:26:53,793 - mmaction - INFO - Epoch [93][2480/3134] lr: 0.00010, eta: 3:39:39, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7375, loss_cls: 2.0871, loss: 2.0871 2020-06-18 18:27:05,305 - mmaction - INFO - Epoch [93][2500/3134] lr: 0.00010, eta: 3:39:27, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7625, loss_cls: 1.9740, loss: 1.9740 2020-06-18 18:27:16,872 - mmaction - INFO - Epoch [93][2520/3134] lr: 0.00010, eta: 3:39:16, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.5312, top5_acc: 0.8094, loss_cls: 1.8231, loss: 1.8231 2020-06-18 18:27:28,280 - mmaction - INFO - Epoch [93][2540/3134] lr: 0.00010, eta: 3:39:04, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.5344, top5_acc: 0.8031, loss_cls: 1.8301, loss: 1.8301 2020-06-18 18:27:39,817 - mmaction - INFO - Epoch [93][2560/3134] lr: 0.00010, eta: 3:38:52, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5781, top5_acc: 0.7750, loss_cls: 1.8701, loss: 1.8701 2020-06-18 18:27:51,216 - mmaction - INFO - Epoch [93][2580/3134] lr: 0.00010, eta: 3:38:41, time: 0.569, data_time: 0.001, memory: 8339, top1_acc: 0.5813, top5_acc: 0.8250, loss_cls: 1.7521, loss: 1.7521 2020-06-18 18:28:02,704 - mmaction - INFO - Epoch [93][2600/3134] lr: 0.00010, eta: 3:38:29, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.5719, top5_acc: 0.8250, loss_cls: 1.7390, loss: 1.7390 2020-06-18 18:28:14,174 - mmaction - INFO - Epoch [93][2620/3134] lr: 0.00010, eta: 3:38:17, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5469, top5_acc: 0.8000, loss_cls: 1.8919, loss: 1.8919 2020-06-18 18:28:25,698 - mmaction - INFO - Epoch [93][2640/3134] lr: 0.00010, eta: 3:38:06, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7969, loss_cls: 1.8149, loss: 1.8149 2020-06-18 18:28:37,175 - mmaction - INFO - Epoch [93][2660/3134] lr: 0.00010, eta: 3:37:54, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7594, loss_cls: 2.0976, loss: 2.0976 2020-06-18 18:28:48,822 - mmaction - INFO - Epoch [93][2680/3134] lr: 0.00010, eta: 3:37:42, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7906, loss_cls: 1.8636, loss: 1.8636 2020-06-18 18:29:00,289 - mmaction - INFO - Epoch [93][2700/3134] lr: 0.00010, eta: 3:37:31, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7719, loss_cls: 2.0135, loss: 2.0135 2020-06-18 18:29:11,773 - mmaction - INFO - Epoch [93][2720/3134] lr: 0.00010, eta: 3:37:19, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7906, loss_cls: 1.8507, loss: 1.8507 2020-06-18 18:29:23,266 - mmaction - INFO - Epoch [93][2740/3134] lr: 0.00010, eta: 3:37:07, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5719, top5_acc: 0.8063, loss_cls: 1.7925, loss: 1.7925 2020-06-18 18:29:34,766 - mmaction - INFO - Epoch [93][2760/3134] lr: 0.00010, eta: 3:36:55, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7875, loss_cls: 1.9586, loss: 1.9586 2020-06-18 18:29:46,189 - mmaction - INFO - Epoch [93][2780/3134] lr: 0.00010, eta: 3:36:44, time: 0.570, data_time: 0.001, memory: 8339, top1_acc: 0.5687, top5_acc: 0.7781, loss_cls: 1.8594, loss: 1.8594 2020-06-18 18:29:57,670 - mmaction - INFO - Epoch [93][2800/3134] lr: 0.00010, eta: 3:36:32, time: 0.575, data_time: 0.004, memory: 8339, top1_acc: 0.5594, top5_acc: 0.8000, loss_cls: 1.8073, loss: 1.8073 2020-06-18 18:30:09,174 - mmaction - INFO - Epoch [93][2820/3134] lr: 0.00010, eta: 3:36:20, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7781, loss_cls: 1.9094, loss: 1.9094 2020-06-18 18:30:20,576 - mmaction - INFO - Epoch [93][2840/3134] lr: 0.00010, eta: 3:36:09, time: 0.570, data_time: 0.000, memory: 8339, top1_acc: 0.5875, top5_acc: 0.8219, loss_cls: 1.7050, loss: 1.7050 2020-06-18 18:30:32,043 - mmaction - INFO - Epoch [93][2860/3134] lr: 0.00010, eta: 3:35:57, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7719, loss_cls: 1.9372, loss: 1.9372 2020-06-18 18:30:43,514 - mmaction - INFO - Epoch [93][2880/3134] lr: 0.00010, eta: 3:35:45, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7875, loss_cls: 1.9360, loss: 1.9360 2020-06-18 18:30:55,027 - mmaction - INFO - Epoch [93][2900/3134] lr: 0.00010, eta: 3:35:34, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7656, loss_cls: 2.0931, loss: 2.0931 2020-06-18 18:31:06,436 - mmaction - INFO - Epoch [93][2920/3134] lr: 0.00010, eta: 3:35:22, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7969, loss_cls: 1.9129, loss: 1.9129 2020-06-18 18:31:17,869 - mmaction - INFO - Epoch [93][2940/3134] lr: 0.00010, eta: 3:35:10, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.5594, top5_acc: 0.8000, loss_cls: 1.8674, loss: 1.8674 2020-06-18 18:31:29,444 - mmaction - INFO - Epoch [93][2960/3134] lr: 0.00010, eta: 3:34:59, time: 0.579, data_time: 0.004, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7625, loss_cls: 2.0480, loss: 2.0480 2020-06-18 18:31:41,012 - mmaction - INFO - Epoch [93][2980/3134] lr: 0.00010, eta: 3:34:47, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.6094, top5_acc: 0.8000, loss_cls: 1.7331, loss: 1.7331 2020-06-18 18:31:52,523 - mmaction - INFO - Epoch [93][3000/3134] lr: 0.00010, eta: 3:34:35, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7844, loss_cls: 1.8599, loss: 1.8599 2020-06-18 18:32:04,010 - mmaction - INFO - Epoch [93][3020/3134] lr: 0.00010, eta: 3:34:24, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7438, loss_cls: 2.0084, loss: 2.0084 2020-06-18 18:32:15,468 - mmaction - INFO - Epoch [93][3040/3134] lr: 0.00010, eta: 3:34:12, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5250, top5_acc: 0.8000, loss_cls: 1.9003, loss: 1.9003 2020-06-18 18:32:26,931 - mmaction - INFO - Epoch [93][3060/3134] lr: 0.00010, eta: 3:34:00, time: 0.572, data_time: 0.000, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7656, loss_cls: 2.1351, loss: 2.1351 2020-06-18 18:32:38,427 - mmaction - INFO - Epoch [93][3080/3134] lr: 0.00010, eta: 3:33:49, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.5781, top5_acc: 0.7844, loss_cls: 1.9203, loss: 1.9203 2020-06-18 18:32:49,920 - mmaction - INFO - Epoch [93][3100/3134] lr: 0.00010, eta: 3:33:37, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7812, loss_cls: 2.0641, loss: 2.0641 2020-06-18 18:33:01,393 - mmaction - INFO - Epoch [93][3120/3134] lr: 0.00010, eta: 3:33:25, time: 0.574, data_time: 0.004, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7781, loss_cls: 1.9815, loss: 1.9815 2020-06-18 18:33:36,038 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-18 18:33:37,295 - mmaction - INFO - top1_acc 0.2818 top5_acc 0.5306 2020-06-18 18:33:37,311 - mmaction - INFO - Epoch [93][3134/3134] lr: 0.00010, top1_acc: 0.2818, top5_acc: 0.5306 2020-06-18 18:33:52,423 - mmaction - INFO - Epoch [94][20/3134] lr: 0.00010, eta: 3:33:05, time: 0.753, data_time: 0.181, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7969, loss_cls: 1.8882, loss: 1.8882 2020-06-18 18:34:03,899 - mmaction - INFO - Epoch [94][40/3134] lr: 0.00010, eta: 3:32:53, time: 0.573, data_time: 0.004, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7969, loss_cls: 1.8646, loss: 1.8646 2020-06-18 18:34:15,406 - mmaction - INFO - Epoch [94][60/3134] lr: 0.00010, eta: 3:32:42, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7625, loss_cls: 1.9111, loss: 1.9111 2020-06-18 18:34:26,900 - mmaction - INFO - Epoch [94][80/3134] lr: 0.00010, eta: 3:32:30, time: 0.573, data_time: 0.000, memory: 8339, top1_acc: 0.5281, top5_acc: 0.8281, loss_cls: 1.7860, loss: 1.7860 2020-06-18 18:34:38,437 - mmaction - INFO - Epoch [94][100/3134] lr: 0.00010, eta: 3:32:18, time: 0.577, data_time: 0.004, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7562, loss_cls: 1.9548, loss: 1.9548 2020-06-18 18:34:49,891 - mmaction - INFO - Epoch [94][120/3134] lr: 0.00010, eta: 3:32:07, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5656, top5_acc: 0.8156, loss_cls: 1.8177, loss: 1.8177 2020-06-18 18:35:01,383 - mmaction - INFO - Epoch [94][140/3134] lr: 0.00010, eta: 3:31:55, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7844, loss_cls: 1.8804, loss: 1.8804 2020-06-18 18:35:13,005 - mmaction - INFO - Epoch [94][160/3134] lr: 0.00010, eta: 3:31:43, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5781, top5_acc: 0.8250, loss_cls: 1.6702, loss: 1.6702 2020-06-18 18:35:24,475 - mmaction - INFO - Epoch [94][180/3134] lr: 0.00010, eta: 3:31:32, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5750, top5_acc: 0.8156, loss_cls: 1.7827, loss: 1.7827 2020-06-18 18:35:36,082 - mmaction - INFO - Epoch [94][200/3134] lr: 0.00010, eta: 3:31:20, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5594, top5_acc: 0.8063, loss_cls: 1.8269, loss: 1.8269 2020-06-18 18:35:47,563 - mmaction - INFO - Epoch [94][220/3134] lr: 0.00010, eta: 3:31:08, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.5687, top5_acc: 0.8031, loss_cls: 1.7185, loss: 1.7185 2020-06-18 18:35:58,972 - mmaction - INFO - Epoch [94][240/3134] lr: 0.00010, eta: 3:30:57, time: 0.570, data_time: 0.001, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7781, loss_cls: 1.9421, loss: 1.9421 2020-06-18 18:36:10,464 - mmaction - INFO - Epoch [94][260/3134] lr: 0.00010, eta: 3:30:45, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7719, loss_cls: 1.9277, loss: 1.9277 2020-06-18 18:36:21,925 - mmaction - INFO - Epoch [94][280/3134] lr: 0.00010, eta: 3:30:33, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7906, loss_cls: 1.9820, loss: 1.9820 2020-06-18 18:36:33,454 - mmaction - INFO - Epoch [94][300/3134] lr: 0.00010, eta: 3:30:21, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.5969, top5_acc: 0.8000, loss_cls: 1.7460, loss: 1.7460 2020-06-18 18:36:45,027 - mmaction - INFO - Epoch [94][320/3134] lr: 0.00010, eta: 3:30:10, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7594, loss_cls: 2.0390, loss: 2.0390 2020-06-18 18:36:56,542 - mmaction - INFO - Epoch [94][340/3134] lr: 0.00010, eta: 3:29:58, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7781, loss_cls: 2.0547, loss: 2.0547 2020-06-18 18:37:08,074 - mmaction - INFO - Epoch [94][360/3134] lr: 0.00010, eta: 3:29:46, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.5750, top5_acc: 0.8125, loss_cls: 1.8255, loss: 1.8255 2020-06-18 18:37:19,628 - mmaction - INFO - Epoch [94][380/3134] lr: 0.00010, eta: 3:29:35, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5750, top5_acc: 0.8219, loss_cls: 1.7207, loss: 1.7207 2020-06-18 18:37:31,155 - mmaction - INFO - Epoch [94][400/3134] lr: 0.00010, eta: 3:29:23, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7937, loss_cls: 1.8609, loss: 1.8609 2020-06-18 18:37:42,755 - mmaction - INFO - Epoch [94][420/3134] lr: 0.00010, eta: 3:29:11, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5938, top5_acc: 0.8250, loss_cls: 1.7780, loss: 1.7780 2020-06-18 18:37:54,244 - mmaction - INFO - Epoch [94][440/3134] lr: 0.00010, eta: 3:29:00, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5719, top5_acc: 0.8125, loss_cls: 1.8080, loss: 1.8080 2020-06-18 18:38:05,750 - mmaction - INFO - Epoch [94][460/3134] lr: 0.00010, eta: 3:28:48, time: 0.575, data_time: 0.004, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7937, loss_cls: 1.9733, loss: 1.9733 2020-06-18 18:38:17,337 - mmaction - INFO - Epoch [94][480/3134] lr: 0.00010, eta: 3:28:36, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5281, top5_acc: 0.8031, loss_cls: 1.7834, loss: 1.7834 2020-06-18 18:38:28,954 - mmaction - INFO - Epoch [94][500/3134] lr: 0.00010, eta: 3:28:25, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7844, loss_cls: 1.9121, loss: 1.9121 2020-06-18 18:38:40,572 - mmaction - INFO - Epoch [94][520/3134] lr: 0.00010, eta: 3:28:13, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7875, loss_cls: 2.0131, loss: 2.0131 2020-06-18 18:38:51,973 - mmaction - INFO - Epoch [94][540/3134] lr: 0.00010, eta: 3:28:01, time: 0.573, data_time: 0.004, memory: 8339, top1_acc: 0.5437, top5_acc: 0.8094, loss_cls: 1.7316, loss: 1.7316 2020-06-18 18:39:03,448 - mmaction - INFO - Epoch [94][560/3134] lr: 0.00010, eta: 3:27:50, time: 0.574, data_time: 0.000, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7937, loss_cls: 1.9546, loss: 1.9546 2020-06-18 18:39:15,004 - mmaction - INFO - Epoch [94][580/3134] lr: 0.00010, eta: 3:27:38, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7562, loss_cls: 2.1280, loss: 2.1280 2020-06-18 18:39:26,528 - mmaction - INFO - Epoch [94][600/3134] lr: 0.00010, eta: 3:27:26, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5875, top5_acc: 0.7781, loss_cls: 1.8396, loss: 1.8396 2020-06-18 18:39:38,049 - mmaction - INFO - Epoch [94][620/3134] lr: 0.00010, eta: 3:27:15, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7844, loss_cls: 1.9384, loss: 1.9384 2020-06-18 18:39:49,603 - mmaction - INFO - Epoch [94][640/3134] lr: 0.00010, eta: 3:27:03, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7875, loss_cls: 1.9383, loss: 1.9383 2020-06-18 18:40:01,168 - mmaction - INFO - Epoch [94][660/3134] lr: 0.00010, eta: 3:26:51, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7781, loss_cls: 2.0074, loss: 2.0074 2020-06-18 18:40:12,708 - mmaction - INFO - Epoch [94][680/3134] lr: 0.00010, eta: 3:26:40, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5719, top5_acc: 0.7906, loss_cls: 1.8536, loss: 1.8536 2020-06-18 18:40:24,316 - mmaction - INFO - Epoch [94][700/3134] lr: 0.00010, eta: 3:26:28, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7688, loss_cls: 1.8851, loss: 1.8851 2020-06-18 18:40:35,825 - mmaction - INFO - Epoch [94][720/3134] lr: 0.00010, eta: 3:26:16, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7688, loss_cls: 1.9917, loss: 1.9917 2020-06-18 18:40:47,307 - mmaction - INFO - Epoch [94][740/3134] lr: 0.00010, eta: 3:26:05, time: 0.571, data_time: 0.003, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7937, loss_cls: 1.8276, loss: 1.8276 2020-06-18 18:40:58,810 - mmaction - INFO - Epoch [94][760/3134] lr: 0.00010, eta: 3:25:53, time: 0.578, data_time: 0.004, memory: 8339, top1_acc: 0.5437, top5_acc: 0.8063, loss_cls: 1.8737, loss: 1.8737 2020-06-18 18:41:10,308 - mmaction - INFO - Epoch [94][780/3134] lr: 0.00010, eta: 3:25:41, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5719, top5_acc: 0.7875, loss_cls: 1.8656, loss: 1.8656 2020-06-18 18:41:21,860 - mmaction - INFO - Epoch [94][800/3134] lr: 0.00010, eta: 3:25:30, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.5938, top5_acc: 0.8156, loss_cls: 1.7712, loss: 1.7712 2020-06-18 18:41:33,351 - mmaction - INFO - Epoch [94][820/3134] lr: 0.00010, eta: 3:25:18, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7750, loss_cls: 2.0401, loss: 2.0401 2020-06-18 18:41:44,896 - mmaction - INFO - Epoch [94][840/3134] lr: 0.00010, eta: 3:25:06, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5250, top5_acc: 0.8063, loss_cls: 1.9651, loss: 1.9651 2020-06-18 18:41:56,374 - mmaction - INFO - Epoch [94][860/3134] lr: 0.00010, eta: 3:24:55, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5719, top5_acc: 0.8000, loss_cls: 1.9071, loss: 1.9071 2020-06-18 18:42:07,843 - mmaction - INFO - Epoch [94][880/3134] lr: 0.00010, eta: 3:24:43, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7719, loss_cls: 2.0677, loss: 2.0677 2020-06-18 18:42:19,403 - mmaction - INFO - Epoch [94][900/3134] lr: 0.00010, eta: 3:24:31, time: 0.577, data_time: 0.004, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7937, loss_cls: 1.8475, loss: 1.8475 2020-06-18 18:42:30,938 - mmaction - INFO - Epoch [94][920/3134] lr: 0.00010, eta: 3:24:20, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.6062, top5_acc: 0.8281, loss_cls: 1.6474, loss: 1.6474 2020-06-18 18:42:42,383 - mmaction - INFO - Epoch [94][940/3134] lr: 0.00010, eta: 3:24:08, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5500, top5_acc: 0.8156, loss_cls: 1.7153, loss: 1.7153 2020-06-18 18:42:54,010 - mmaction - INFO - Epoch [94][960/3134] lr: 0.00010, eta: 3:23:56, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7469, loss_cls: 2.1220, loss: 2.1220 2020-06-18 18:43:05,536 - mmaction - INFO - Epoch [94][980/3134] lr: 0.00010, eta: 3:23:45, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7875, loss_cls: 1.8725, loss: 1.8725 2020-06-18 18:43:16,981 - mmaction - INFO - Epoch [94][1000/3134] lr: 0.00010, eta: 3:23:33, time: 0.571, data_time: 0.000, memory: 8339, top1_acc: 0.5375, top5_acc: 0.8094, loss_cls: 1.7852, loss: 1.7852 2020-06-18 18:43:28,491 - mmaction - INFO - Epoch [94][1020/3134] lr: 0.00010, eta: 3:23:21, time: 0.574, data_time: 0.004, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7688, loss_cls: 2.0608, loss: 2.0608 2020-06-18 18:43:39,971 - mmaction - INFO - Epoch [94][1040/3134] lr: 0.00010, eta: 3:23:09, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5406, top5_acc: 0.8156, loss_cls: 1.8295, loss: 1.8295 2020-06-18 18:43:51,378 - mmaction - INFO - Epoch [94][1060/3134] lr: 0.00010, eta: 3:22:58, time: 0.570, data_time: 0.001, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7750, loss_cls: 1.8371, loss: 1.8371 2020-06-18 18:44:02,900 - mmaction - INFO - Epoch [94][1080/3134] lr: 0.00010, eta: 3:22:46, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7937, loss_cls: 1.8551, loss: 1.8551 2020-06-18 18:44:14,463 - mmaction - INFO - Epoch [94][1100/3134] lr: 0.00010, eta: 3:22:34, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7656, loss_cls: 1.9598, loss: 1.9598 2020-06-18 18:44:25,965 - mmaction - INFO - Epoch [94][1120/3134] lr: 0.00010, eta: 3:22:23, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.6188, top5_acc: 0.8250, loss_cls: 1.6405, loss: 1.6405 2020-06-18 18:44:37,476 - mmaction - INFO - Epoch [94][1140/3134] lr: 0.00010, eta: 3:22:11, time: 0.574, data_time: 0.004, memory: 8339, top1_acc: 0.5531, top5_acc: 0.8000, loss_cls: 1.8838, loss: 1.8838 2020-06-18 18:44:48,977 - mmaction - INFO - Epoch [94][1160/3134] lr: 0.00010, eta: 3:21:59, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5531, top5_acc: 0.8250, loss_cls: 1.7874, loss: 1.7874 2020-06-18 18:45:00,496 - mmaction - INFO - Epoch [94][1180/3134] lr: 0.00010, eta: 3:21:48, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7812, loss_cls: 1.8967, loss: 1.8967 2020-06-18 18:45:12,018 - mmaction - INFO - Epoch [94][1200/3134] lr: 0.00010, eta: 3:21:36, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7750, loss_cls: 1.9923, loss: 1.9923 2020-06-18 18:45:23,468 - mmaction - INFO - Epoch [94][1220/3134] lr: 0.00010, eta: 3:21:24, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 2.1179, loss: 2.1179 2020-06-18 18:45:35,028 - mmaction - INFO - Epoch [94][1240/3134] lr: 0.00010, eta: 3:21:13, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7844, loss_cls: 1.8440, loss: 1.8440 2020-06-18 18:45:46,546 - mmaction - INFO - Epoch [94][1260/3134] lr: 0.00010, eta: 3:21:01, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7875, loss_cls: 1.8991, loss: 1.8991 2020-06-18 18:45:58,086 - mmaction - INFO - Epoch [94][1280/3134] lr: 0.00010, eta: 3:20:49, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.5531, top5_acc: 0.8031, loss_cls: 1.8888, loss: 1.8888 2020-06-18 18:46:09,680 - mmaction - INFO - Epoch [94][1300/3134] lr: 0.00010, eta: 3:20:38, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7781, loss_cls: 2.0053, loss: 2.0053 2020-06-18 18:46:21,281 - mmaction - INFO - Epoch [94][1320/3134] lr: 0.00010, eta: 3:20:26, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7625, loss_cls: 1.8823, loss: 1.8823 2020-06-18 18:46:32,725 - mmaction - INFO - Epoch [94][1340/3134] lr: 0.00010, eta: 3:20:14, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7875, loss_cls: 1.9063, loss: 1.9063 2020-06-18 18:46:44,289 - mmaction - INFO - Epoch [94][1360/3134] lr: 0.00010, eta: 3:20:03, time: 0.578, data_time: 0.004, memory: 8339, top1_acc: 0.5156, top5_acc: 0.8031, loss_cls: 1.9564, loss: 1.9564 2020-06-18 18:46:55,833 - mmaction - INFO - Epoch [94][1380/3134] lr: 0.00010, eta: 3:19:51, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7844, loss_cls: 1.9298, loss: 1.9298 2020-06-18 18:47:07,315 - mmaction - INFO - Epoch [94][1400/3134] lr: 0.00010, eta: 3:19:39, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.6062, top5_acc: 0.8375, loss_cls: 1.5944, loss: 1.5944 2020-06-18 18:47:18,822 - mmaction - INFO - Epoch [94][1420/3134] lr: 0.00010, eta: 3:19:28, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7906, loss_cls: 1.8876, loss: 1.8876 2020-06-18 18:47:30,289 - mmaction - INFO - Epoch [94][1440/3134] lr: 0.00010, eta: 3:19:16, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7719, loss_cls: 1.9177, loss: 1.9177 2020-06-18 18:47:41,750 - mmaction - INFO - Epoch [94][1460/3134] lr: 0.00010, eta: 3:19:04, time: 0.573, data_time: 0.000, memory: 8339, top1_acc: 0.5781, top5_acc: 0.8094, loss_cls: 1.7572, loss: 1.7572 2020-06-18 18:47:53,201 - mmaction - INFO - Epoch [94][1480/3134] lr: 0.00010, eta: 3:18:53, time: 0.572, data_time: 0.000, memory: 8339, top1_acc: 0.5219, top5_acc: 0.8063, loss_cls: 1.8815, loss: 1.8815 2020-06-18 18:48:04,693 - mmaction - INFO - Epoch [94][1500/3134] lr: 0.00010, eta: 3:18:41, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5219, top5_acc: 0.8125, loss_cls: 1.8463, loss: 1.8463 2020-06-18 18:48:16,200 - mmaction - INFO - Epoch [94][1520/3134] lr: 0.00010, eta: 3:18:29, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7688, loss_cls: 1.9773, loss: 1.9773 2020-06-18 18:48:27,596 - mmaction - INFO - Epoch [94][1540/3134] lr: 0.00010, eta: 3:18:18, time: 0.570, data_time: 0.000, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7906, loss_cls: 1.9704, loss: 1.9704 2020-06-18 18:48:39,101 - mmaction - INFO - Epoch [94][1560/3134] lr: 0.00010, eta: 3:18:06, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5719, top5_acc: 0.8313, loss_cls: 1.7348, loss: 1.7348 2020-06-18 18:48:50,672 - mmaction - INFO - Epoch [94][1580/3134] lr: 0.00010, eta: 3:17:54, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7844, loss_cls: 1.8734, loss: 1.8734 2020-06-18 18:49:02,255 - mmaction - INFO - Epoch [94][1600/3134] lr: 0.00010, eta: 3:17:43, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7906, loss_cls: 1.8636, loss: 1.8636 2020-06-18 18:49:13,638 - mmaction - INFO - Epoch [94][1620/3134] lr: 0.00010, eta: 3:17:31, time: 0.568, data_time: 0.000, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7875, loss_cls: 1.9429, loss: 1.9429 2020-06-18 18:49:25,103 - mmaction - INFO - Epoch [94][1640/3134] lr: 0.00010, eta: 3:17:19, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7906, loss_cls: 1.8762, loss: 1.8762 2020-06-18 18:49:36,626 - mmaction - INFO - Epoch [94][1660/3134] lr: 0.00010, eta: 3:17:07, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7781, loss_cls: 1.9411, loss: 1.9411 2020-06-18 18:49:48,079 - mmaction - INFO - Epoch [94][1680/3134] lr: 0.00010, eta: 3:16:56, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5469, top5_acc: 0.8125, loss_cls: 1.8561, loss: 1.8561 2020-06-18 18:49:59,500 - mmaction - INFO - Epoch [94][1700/3134] lr: 0.00010, eta: 3:16:44, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7969, loss_cls: 1.8009, loss: 1.8009 2020-06-18 18:50:11,016 - mmaction - INFO - Epoch [94][1720/3134] lr: 0.00010, eta: 3:16:32, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7812, loss_cls: 1.7793, loss: 1.7793 2020-06-18 18:50:22,526 - mmaction - INFO - Epoch [94][1740/3134] lr: 0.00010, eta: 3:16:21, time: 0.577, data_time: 0.004, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7844, loss_cls: 1.9167, loss: 1.9167 2020-06-18 18:50:33,948 - mmaction - INFO - Epoch [94][1760/3134] lr: 0.00010, eta: 3:16:09, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.5344, top5_acc: 0.8281, loss_cls: 1.8621, loss: 1.8621 2020-06-18 18:50:45,439 - mmaction - INFO - Epoch [94][1780/3134] lr: 0.00010, eta: 3:15:57, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5969, top5_acc: 0.8469, loss_cls: 1.6632, loss: 1.6632 2020-06-18 18:50:56,960 - mmaction - INFO - Epoch [94][1800/3134] lr: 0.00010, eta: 3:15:46, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7937, loss_cls: 1.9050, loss: 1.9050 2020-06-18 18:51:08,463 - mmaction - INFO - Epoch [94][1820/3134] lr: 0.00010, eta: 3:15:34, time: 0.575, data_time: 0.000, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7688, loss_cls: 1.8686, loss: 1.8686 2020-06-18 18:51:20,067 - mmaction - INFO - Epoch [94][1840/3134] lr: 0.00010, eta: 3:15:22, time: 0.578, data_time: 0.008, memory: 8339, top1_acc: 0.5844, top5_acc: 0.7875, loss_cls: 1.8657, loss: 1.8657 2020-06-18 18:51:31,571 - mmaction - INFO - Epoch [94][1860/3134] lr: 0.00010, eta: 3:15:11, time: 0.578, data_time: 0.004, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7969, loss_cls: 1.8192, loss: 1.8192 2020-06-18 18:51:43,026 - mmaction - INFO - Epoch [94][1880/3134] lr: 0.00010, eta: 3:14:59, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5406, top5_acc: 0.8125, loss_cls: 1.8003, loss: 1.8003 2020-06-18 18:51:54,554 - mmaction - INFO - Epoch [94][1900/3134] lr: 0.00010, eta: 3:14:47, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7281, loss_cls: 2.0786, loss: 2.0786 2020-06-18 18:52:06,195 - mmaction - INFO - Epoch [94][1920/3134] lr: 0.00010, eta: 3:14:36, time: 0.584, data_time: 0.004, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7812, loss_cls: 2.0154, loss: 2.0154 2020-06-18 18:52:17,734 - mmaction - INFO - Epoch [94][1940/3134] lr: 0.00010, eta: 3:14:24, time: 0.576, data_time: 0.000, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7969, loss_cls: 1.8917, loss: 1.8917 2020-06-18 18:52:29,218 - mmaction - INFO - Epoch [94][1960/3134] lr: 0.00010, eta: 3:14:12, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5500, top5_acc: 0.8219, loss_cls: 1.8205, loss: 1.8205 2020-06-18 18:52:40,685 - mmaction - INFO - Epoch [94][1980/3134] lr: 0.00010, eta: 3:14:01, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7625, loss_cls: 1.9681, loss: 1.9681 2020-06-18 18:52:52,114 - mmaction - INFO - Epoch [94][2000/3134] lr: 0.00010, eta: 3:13:49, time: 0.572, data_time: 0.002, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7688, loss_cls: 1.9326, loss: 1.9326 2020-06-18 18:53:03,542 - mmaction - INFO - Epoch [94][2020/3134] lr: 0.00010, eta: 3:13:37, time: 0.570, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7656, loss_cls: 2.0419, loss: 2.0419 2020-06-18 18:53:15,103 - mmaction - INFO - Epoch [94][2040/3134] lr: 0.00010, eta: 3:13:26, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7875, loss_cls: 1.9177, loss: 1.9177 2020-06-18 18:53:26,585 - mmaction - INFO - Epoch [94][2060/3134] lr: 0.00010, eta: 3:13:14, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7750, loss_cls: 1.9924, loss: 1.9924 2020-06-18 18:53:38,070 - mmaction - INFO - Epoch [94][2080/3134] lr: 0.00010, eta: 3:13:02, time: 0.574, data_time: 0.000, memory: 8339, top1_acc: 0.5563, top5_acc: 0.8000, loss_cls: 1.8864, loss: 1.8864 2020-06-18 18:53:49,558 - mmaction - INFO - Epoch [94][2100/3134] lr: 0.00010, eta: 3:12:51, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5156, top5_acc: 0.8125, loss_cls: 1.9022, loss: 1.9022 2020-06-18 18:54:01,098 - mmaction - INFO - Epoch [94][2120/3134] lr: 0.00010, eta: 3:12:39, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5563, top5_acc: 0.8125, loss_cls: 1.8360, loss: 1.8360 2020-06-18 18:54:12,673 - mmaction - INFO - Epoch [94][2140/3134] lr: 0.00010, eta: 3:12:27, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5813, top5_acc: 0.7969, loss_cls: 1.8345, loss: 1.8345 2020-06-18 18:54:24,169 - mmaction - INFO - Epoch [94][2160/3134] lr: 0.00010, eta: 3:12:16, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5938, top5_acc: 0.8219, loss_cls: 1.6784, loss: 1.6784 2020-06-18 18:54:35,596 - mmaction - INFO - Epoch [94][2180/3134] lr: 0.00010, eta: 3:12:04, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7969, loss_cls: 1.9875, loss: 1.9875 2020-06-18 18:54:47,110 - mmaction - INFO - Epoch [94][2200/3134] lr: 0.00010, eta: 3:11:52, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7906, loss_cls: 1.8764, loss: 1.8764 2020-06-18 18:54:58,635 - mmaction - INFO - Epoch [94][2220/3134] lr: 0.00010, eta: 3:11:41, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7812, loss_cls: 1.9915, loss: 1.9915 2020-06-18 18:55:10,194 - mmaction - INFO - Epoch [94][2240/3134] lr: 0.00010, eta: 3:11:29, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.5594, top5_acc: 0.8156, loss_cls: 1.8104, loss: 1.8104 2020-06-18 18:55:21,664 - mmaction - INFO - Epoch [94][2260/3134] lr: 0.00010, eta: 3:11:17, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7625, loss_cls: 2.0522, loss: 2.0522 2020-06-18 18:55:33,135 - mmaction - INFO - Epoch [94][2280/3134] lr: 0.00010, eta: 3:11:05, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7625, loss_cls: 1.9405, loss: 1.9405 2020-06-18 18:55:44,638 - mmaction - INFO - Epoch [94][2300/3134] lr: 0.00010, eta: 3:10:54, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7625, loss_cls: 2.0589, loss: 2.0589 2020-06-18 18:55:56,247 - mmaction - INFO - Epoch [94][2320/3134] lr: 0.00010, eta: 3:10:42, time: 0.579, data_time: 0.004, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7906, loss_cls: 1.9527, loss: 1.9527 2020-06-18 18:56:07,850 - mmaction - INFO - Epoch [94][2340/3134] lr: 0.00010, eta: 3:10:30, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7812, loss_cls: 1.8865, loss: 1.8865 2020-06-18 18:56:19,461 - mmaction - INFO - Epoch [94][2360/3134] lr: 0.00010, eta: 3:10:19, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7625, loss_cls: 2.0610, loss: 2.0610 2020-06-18 18:56:30,972 - mmaction - INFO - Epoch [94][2380/3134] lr: 0.00010, eta: 3:10:07, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.6062, top5_acc: 0.7937, loss_cls: 1.7708, loss: 1.7708 2020-06-18 18:56:42,485 - mmaction - INFO - Epoch [94][2400/3134] lr: 0.00010, eta: 3:09:55, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7750, loss_cls: 1.9896, loss: 1.9896 2020-06-18 18:56:53,924 - mmaction - INFO - Epoch [94][2420/3134] lr: 0.00010, eta: 3:09:44, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7906, loss_cls: 1.9716, loss: 1.9716 2020-06-18 18:57:05,428 - mmaction - INFO - Epoch [94][2440/3134] lr: 0.00010, eta: 3:09:32, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7500, loss_cls: 2.1105, loss: 2.1105 2020-06-18 18:57:16,936 - mmaction - INFO - Epoch [94][2460/3134] lr: 0.00010, eta: 3:09:20, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7937, loss_cls: 1.8798, loss: 1.8798 2020-06-18 18:57:28,444 - mmaction - INFO - Epoch [94][2480/3134] lr: 0.00010, eta: 3:09:09, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7875, loss_cls: 1.8674, loss: 1.8674 2020-06-18 18:57:39,989 - mmaction - INFO - Epoch [94][2500/3134] lr: 0.00010, eta: 3:08:57, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.5125, top5_acc: 0.8094, loss_cls: 1.8880, loss: 1.8880 2020-06-18 18:57:51,415 - mmaction - INFO - Epoch [94][2520/3134] lr: 0.00010, eta: 3:08:45, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7781, loss_cls: 1.9292, loss: 1.9292 2020-06-18 18:58:02,930 - mmaction - INFO - Epoch [94][2540/3134] lr: 0.00010, eta: 3:08:34, time: 0.576, data_time: 0.000, memory: 8339, top1_acc: 0.5531, top5_acc: 0.8000, loss_cls: 1.9128, loss: 1.9128 2020-06-18 18:58:14,477 - mmaction - INFO - Epoch [94][2560/3134] lr: 0.00010, eta: 3:08:22, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.6062, top5_acc: 0.8438, loss_cls: 1.6545, loss: 1.6545 2020-06-18 18:58:26,056 - mmaction - INFO - Epoch [94][2580/3134] lr: 0.00010, eta: 3:08:10, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7969, loss_cls: 1.8815, loss: 1.8815 2020-06-18 18:58:37,498 - mmaction - INFO - Epoch [94][2600/3134] lr: 0.00010, eta: 3:07:59, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7812, loss_cls: 1.8514, loss: 1.8514 2020-06-18 18:58:49,069 - mmaction - INFO - Epoch [94][2620/3134] lr: 0.00010, eta: 3:07:47, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7812, loss_cls: 1.9200, loss: 1.9200 2020-06-18 18:59:00,529 - mmaction - INFO - Epoch [94][2640/3134] lr: 0.00010, eta: 3:07:35, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7688, loss_cls: 1.9574, loss: 1.9574 2020-06-18 18:59:11,981 - mmaction - INFO - Epoch [94][2660/3134] lr: 0.00010, eta: 3:07:24, time: 0.573, data_time: 0.000, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7781, loss_cls: 1.9053, loss: 1.9053 2020-06-18 18:59:23,530 - mmaction - INFO - Epoch [94][2680/3134] lr: 0.00010, eta: 3:07:12, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7969, loss_cls: 1.7979, loss: 1.7979 2020-06-18 18:59:35,048 - mmaction - INFO - Epoch [94][2700/3134] lr: 0.00010, eta: 3:07:00, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5906, top5_acc: 0.8469, loss_cls: 1.6751, loss: 1.6751 2020-06-18 18:59:46,555 - mmaction - INFO - Epoch [94][2720/3134] lr: 0.00010, eta: 3:06:49, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5625, top5_acc: 0.8344, loss_cls: 1.7801, loss: 1.7801 2020-06-18 18:59:58,099 - mmaction - INFO - Epoch [94][2740/3134] lr: 0.00010, eta: 3:06:37, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5813, top5_acc: 0.8250, loss_cls: 1.7123, loss: 1.7123 2020-06-18 19:00:12,329 - mmaction - INFO - Epoch [94][2760/3134] lr: 0.00010, eta: 3:06:25, time: 0.695, data_time: 0.003, memory: 8339, top1_acc: 0.5375, top5_acc: 0.8031, loss_cls: 1.8103, loss: 1.8103 2020-06-18 19:00:24,370 - mmaction - INFO - Epoch [94][2780/3134] lr: 0.00010, eta: 3:06:14, time: 0.620, data_time: 0.026, memory: 8339, top1_acc: 0.5844, top5_acc: 0.7844, loss_cls: 1.8082, loss: 1.8082 2020-06-18 19:00:35,956 - mmaction - INFO - Epoch [94][2800/3134] lr: 0.00010, eta: 3:06:02, time: 0.579, data_time: 0.004, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7812, loss_cls: 1.9054, loss: 1.9054 2020-06-18 19:00:47,413 - mmaction - INFO - Epoch [94][2820/3134] lr: 0.00010, eta: 3:05:50, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7844, loss_cls: 1.9764, loss: 1.9764 2020-06-18 19:00:58,817 - mmaction - INFO - Epoch [94][2840/3134] lr: 0.00010, eta: 3:05:39, time: 0.570, data_time: 0.001, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7906, loss_cls: 1.8130, loss: 1.8130 2020-06-18 19:01:10,298 - mmaction - INFO - Epoch [94][2860/3134] lr: 0.00010, eta: 3:05:27, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7719, loss_cls: 1.9820, loss: 1.9820 2020-06-18 19:01:21,749 - mmaction - INFO - Epoch [94][2880/3134] lr: 0.00010, eta: 3:05:15, time: 0.572, data_time: 0.000, memory: 8339, top1_acc: 0.5687, top5_acc: 0.7625, loss_cls: 1.9365, loss: 1.9365 2020-06-18 19:01:33,358 - mmaction - INFO - Epoch [94][2900/3134] lr: 0.00010, eta: 3:05:04, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7344, loss_cls: 2.1771, loss: 2.1771 2020-06-18 19:01:44,822 - mmaction - INFO - Epoch [94][2920/3134] lr: 0.00010, eta: 3:04:52, time: 0.576, data_time: 0.004, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7844, loss_cls: 1.9329, loss: 1.9329 2020-06-18 19:01:56,424 - mmaction - INFO - Epoch [94][2940/3134] lr: 0.00010, eta: 3:04:40, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7625, loss_cls: 1.9241, loss: 1.9241 2020-06-18 19:02:07,986 - mmaction - INFO - Epoch [94][2960/3134] lr: 0.00010, eta: 3:04:29, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7719, loss_cls: 1.8948, loss: 1.8948 2020-06-18 19:02:19,400 - mmaction - INFO - Epoch [94][2980/3134] lr: 0.00010, eta: 3:04:17, time: 0.570, data_time: 0.001, memory: 8339, top1_acc: 0.6094, top5_acc: 0.8000, loss_cls: 1.8285, loss: 1.8285 2020-06-18 19:02:30,952 - mmaction - INFO - Epoch [94][3000/3134] lr: 0.00010, eta: 3:04:05, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5563, top5_acc: 0.8250, loss_cls: 1.7825, loss: 1.7825 2020-06-18 19:02:42,426 - mmaction - INFO - Epoch [94][3020/3134] lr: 0.00010, eta: 3:03:54, time: 0.575, data_time: 0.004, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7531, loss_cls: 2.0090, loss: 2.0090 2020-06-18 19:02:53,907 - mmaction - INFO - Epoch [94][3040/3134] lr: 0.00010, eta: 3:03:42, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5625, top5_acc: 0.8031, loss_cls: 1.8308, loss: 1.8308 2020-06-18 19:03:05,414 - mmaction - INFO - Epoch [94][3060/3134] lr: 0.00010, eta: 3:03:30, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7812, loss_cls: 1.9998, loss: 1.9998 2020-06-18 19:03:16,822 - mmaction - INFO - Epoch [94][3080/3134] lr: 0.00010, eta: 3:03:19, time: 0.571, data_time: 0.002, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7969, loss_cls: 1.8383, loss: 1.8383 2020-06-18 19:03:28,324 - mmaction - INFO - Epoch [94][3100/3134] lr: 0.00010, eta: 3:03:07, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7750, loss_cls: 2.0560, loss: 2.0560 2020-06-18 19:03:39,907 - mmaction - INFO - Epoch [94][3120/3134] lr: 0.00010, eta: 3:02:55, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7625, loss_cls: 1.9673, loss: 1.9673 2020-06-18 19:04:18,174 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-18 19:04:19,433 - mmaction - INFO - top1_acc 0.2819 top5_acc 0.5291 2020-06-18 19:04:19,449 - mmaction - INFO - Epoch [94][3134/3134] lr: 0.00010, top1_acc: 0.2819, top5_acc: 0.5291 2020-06-18 19:04:34,427 - mmaction - INFO - Epoch [95][20/3134] lr: 0.00010, eta: 3:02:35, time: 0.748, data_time: 0.180, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7750, loss_cls: 1.9033, loss: 1.9033 2020-06-18 19:04:46,025 - mmaction - INFO - Epoch [95][40/3134] lr: 0.00010, eta: 3:02:24, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5875, top5_acc: 0.8094, loss_cls: 1.7854, loss: 1.7854 2020-06-18 19:04:57,517 - mmaction - INFO - Epoch [95][60/3134] lr: 0.00010, eta: 3:02:12, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.5437, top5_acc: 0.8063, loss_cls: 1.8412, loss: 1.8412 2020-06-18 19:05:09,072 - mmaction - INFO - Epoch [95][80/3134] lr: 0.00010, eta: 3:02:00, time: 0.578, data_time: 0.004, memory: 8339, top1_acc: 0.5844, top5_acc: 0.8063, loss_cls: 1.7738, loss: 1.7738 2020-06-18 19:05:20,587 - mmaction - INFO - Epoch [95][100/3134] lr: 0.00010, eta: 3:01:48, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7844, loss_cls: 1.9274, loss: 1.9274 2020-06-18 19:05:32,110 - mmaction - INFO - Epoch [95][120/3134] lr: 0.00010, eta: 3:01:37, time: 0.576, data_time: 0.000, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7719, loss_cls: 1.9490, loss: 1.9490 2020-06-18 19:05:43,687 - mmaction - INFO - Epoch [95][140/3134] lr: 0.00010, eta: 3:01:25, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7625, loss_cls: 1.9948, loss: 1.9948 2020-06-18 19:05:55,216 - mmaction - INFO - Epoch [95][160/3134] lr: 0.00010, eta: 3:01:13, time: 0.578, data_time: 0.004, memory: 8339, top1_acc: 0.5813, top5_acc: 0.8000, loss_cls: 1.8268, loss: 1.8268 2020-06-18 19:06:06,675 - mmaction - INFO - Epoch [95][180/3134] lr: 0.00010, eta: 3:01:02, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5781, top5_acc: 0.8344, loss_cls: 1.7004, loss: 1.7004 2020-06-18 19:06:18,336 - mmaction - INFO - Epoch [95][200/3134] lr: 0.00010, eta: 3:00:50, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7969, loss_cls: 1.9333, loss: 1.9333 2020-06-18 19:06:29,809 - mmaction - INFO - Epoch [95][220/3134] lr: 0.00010, eta: 3:00:38, time: 0.576, data_time: 0.005, memory: 8339, top1_acc: 0.5844, top5_acc: 0.8063, loss_cls: 1.7002, loss: 1.7002 2020-06-18 19:06:41,208 - mmaction - INFO - Epoch [95][240/3134] lr: 0.00010, eta: 3:00:27, time: 0.571, data_time: 0.002, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7063, loss_cls: 2.2481, loss: 2.2481 2020-06-18 19:06:52,856 - mmaction - INFO - Epoch [95][260/3134] lr: 0.00010, eta: 3:00:15, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7750, loss_cls: 1.8918, loss: 1.8918 2020-06-18 19:07:04,405 - mmaction - INFO - Epoch [95][280/3134] lr: 0.00010, eta: 3:00:03, time: 0.578, data_time: 0.004, memory: 8339, top1_acc: 0.5375, top5_acc: 0.8125, loss_cls: 1.8745, loss: 1.8745 2020-06-18 19:07:15,863 - mmaction - INFO - Epoch [95][300/3134] lr: 0.00010, eta: 2:59:52, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5813, top5_acc: 0.8156, loss_cls: 1.7558, loss: 1.7558 2020-06-18 19:07:27,241 - mmaction - INFO - Epoch [95][320/3134] lr: 0.00010, eta: 2:59:40, time: 0.569, data_time: 0.000, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7500, loss_cls: 2.0372, loss: 2.0372 2020-06-18 19:07:38,804 - mmaction - INFO - Epoch [95][340/3134] lr: 0.00010, eta: 2:59:28, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7812, loss_cls: 1.8128, loss: 1.8128 2020-06-18 19:07:50,356 - mmaction - INFO - Epoch [95][360/3134] lr: 0.00010, eta: 2:59:17, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7937, loss_cls: 2.0271, loss: 2.0271 2020-06-18 19:08:01,830 - mmaction - INFO - Epoch [95][380/3134] lr: 0.00010, eta: 2:59:05, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.6156, top5_acc: 0.8438, loss_cls: 1.6613, loss: 1.6613 2020-06-18 19:08:13,302 - mmaction - INFO - Epoch [95][400/3134] lr: 0.00010, eta: 2:58:53, time: 0.573, data_time: 0.000, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7656, loss_cls: 1.8899, loss: 1.8899 2020-06-18 19:08:24,891 - mmaction - INFO - Epoch [95][420/3134] lr: 0.00010, eta: 2:58:42, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5594, top5_acc: 0.8219, loss_cls: 1.7921, loss: 1.7921 2020-06-18 19:08:36,436 - mmaction - INFO - Epoch [95][440/3134] lr: 0.00010, eta: 2:58:30, time: 0.579, data_time: 0.004, memory: 8339, top1_acc: 0.5687, top5_acc: 0.8125, loss_cls: 1.7874, loss: 1.7874 2020-06-18 19:08:47,857 - mmaction - INFO - Epoch [95][460/3134] lr: 0.00010, eta: 2:58:18, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7688, loss_cls: 2.0010, loss: 2.0010 2020-06-18 19:08:59,397 - mmaction - INFO - Epoch [95][480/3134] lr: 0.00010, eta: 2:58:07, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5813, top5_acc: 0.7844, loss_cls: 1.9469, loss: 1.9469 2020-06-18 19:09:10,942 - mmaction - INFO - Epoch [95][500/3134] lr: 0.00010, eta: 2:57:55, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5563, top5_acc: 0.8063, loss_cls: 1.7768, loss: 1.7768 2020-06-18 19:09:22,430 - mmaction - INFO - Epoch [95][520/3134] lr: 0.00010, eta: 2:57:43, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5563, top5_acc: 0.8125, loss_cls: 1.7671, loss: 1.7671 2020-06-18 19:09:33,985 - mmaction - INFO - Epoch [95][540/3134] lr: 0.00010, eta: 2:57:32, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5719, top5_acc: 0.7906, loss_cls: 1.7625, loss: 1.7625 2020-06-18 19:09:45,546 - mmaction - INFO - Epoch [95][560/3134] lr: 0.00010, eta: 2:57:20, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.5781, top5_acc: 0.7875, loss_cls: 1.7844, loss: 1.7844 2020-06-18 19:09:57,025 - mmaction - INFO - Epoch [95][580/3134] lr: 0.00010, eta: 2:57:08, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7875, loss_cls: 1.9236, loss: 1.9236 2020-06-18 19:10:08,644 - mmaction - INFO - Epoch [95][600/3134] lr: 0.00010, eta: 2:56:57, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5969, top5_acc: 0.7906, loss_cls: 1.8997, loss: 1.8997 2020-06-18 19:10:20,152 - mmaction - INFO - Epoch [95][620/3134] lr: 0.00010, eta: 2:56:45, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5687, top5_acc: 0.8219, loss_cls: 1.7395, loss: 1.7395 2020-06-18 19:10:31,856 - mmaction - INFO - Epoch [95][640/3134] lr: 0.00010, eta: 2:56:33, time: 0.585, data_time: 0.013, memory: 8339, top1_acc: 0.5531, top5_acc: 0.8094, loss_cls: 1.8282, loss: 1.8282 2020-06-18 19:10:43,434 - mmaction - INFO - Epoch [95][660/3134] lr: 0.00010, eta: 2:56:22, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7969, loss_cls: 1.9257, loss: 1.9257 2020-06-18 19:10:54,927 - mmaction - INFO - Epoch [95][680/3134] lr: 0.00010, eta: 2:56:10, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.5813, top5_acc: 0.8250, loss_cls: 1.8281, loss: 1.8281 2020-06-18 19:11:06,394 - mmaction - INFO - Epoch [95][700/3134] lr: 0.00010, eta: 2:55:58, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5906, top5_acc: 0.8250, loss_cls: 1.7146, loss: 1.7146 2020-06-18 19:11:17,889 - mmaction - INFO - Epoch [95][720/3134] lr: 0.00010, eta: 2:55:47, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7625, loss_cls: 2.0932, loss: 2.0932 2020-06-18 19:11:29,379 - mmaction - INFO - Epoch [95][740/3134] lr: 0.00010, eta: 2:55:35, time: 0.574, data_time: 0.004, memory: 8339, top1_acc: 0.5500, top5_acc: 0.8250, loss_cls: 1.7121, loss: 1.7121 2020-06-18 19:11:40,867 - mmaction - INFO - Epoch [95][760/3134] lr: 0.00010, eta: 2:55:23, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7594, loss_cls: 1.9535, loss: 1.9535 2020-06-18 19:11:52,387 - mmaction - INFO - Epoch [95][780/3134] lr: 0.00010, eta: 2:55:12, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 1.9950, loss: 1.9950 2020-06-18 19:12:03,864 - mmaction - INFO - Epoch [95][800/3134] lr: 0.00010, eta: 2:55:00, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5687, top5_acc: 0.8187, loss_cls: 1.7690, loss: 1.7690 2020-06-18 19:12:15,356 - mmaction - INFO - Epoch [95][820/3134] lr: 0.00010, eta: 2:54:48, time: 0.574, data_time: 0.000, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7594, loss_cls: 2.0832, loss: 2.0832 2020-06-18 19:12:26,840 - mmaction - INFO - Epoch [95][840/3134] lr: 0.00010, eta: 2:54:37, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5375, top5_acc: 0.8000, loss_cls: 1.9171, loss: 1.9171 2020-06-18 19:12:38,296 - mmaction - INFO - Epoch [95][860/3134] lr: 0.00010, eta: 2:54:25, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7750, loss_cls: 1.9716, loss: 1.9716 2020-06-18 19:12:49,884 - mmaction - INFO - Epoch [95][880/3134] lr: 0.00010, eta: 2:54:13, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7719, loss_cls: 1.9175, loss: 1.9175 2020-06-18 19:13:01,396 - mmaction - INFO - Epoch [95][900/3134] lr: 0.00010, eta: 2:54:02, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5750, top5_acc: 0.7906, loss_cls: 1.8689, loss: 1.8689 2020-06-18 19:13:12,875 - mmaction - INFO - Epoch [95][920/3134] lr: 0.00010, eta: 2:53:50, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7719, loss_cls: 1.9551, loss: 1.9551 2020-06-18 19:13:24,398 - mmaction - INFO - Epoch [95][940/3134] lr: 0.00010, eta: 2:53:38, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5906, top5_acc: 0.8187, loss_cls: 1.7606, loss: 1.7606 2020-06-18 19:13:35,847 - mmaction - INFO - Epoch [95][960/3134] lr: 0.00010, eta: 2:53:27, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7688, loss_cls: 1.9214, loss: 1.9214 2020-06-18 19:13:47,316 - mmaction - INFO - Epoch [95][980/3134] lr: 0.00010, eta: 2:53:15, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.6031, top5_acc: 0.8438, loss_cls: 1.6506, loss: 1.6506 2020-06-18 19:13:58,817 - mmaction - INFO - Epoch [95][1000/3134] lr: 0.00010, eta: 2:53:03, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5813, top5_acc: 0.8156, loss_cls: 1.6393, loss: 1.6393 2020-06-18 19:14:10,406 - mmaction - INFO - Epoch [95][1020/3134] lr: 0.00010, eta: 2:52:52, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7656, loss_cls: 2.0857, loss: 2.0857 2020-06-18 19:14:21,848 - mmaction - INFO - Epoch [95][1040/3134] lr: 0.00010, eta: 2:52:40, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.5844, top5_acc: 0.8187, loss_cls: 1.7489, loss: 1.7489 2020-06-18 19:14:33,350 - mmaction - INFO - Epoch [95][1060/3134] lr: 0.00010, eta: 2:52:28, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5469, top5_acc: 0.8063, loss_cls: 1.8721, loss: 1.8721 2020-06-18 19:14:44,892 - mmaction - INFO - Epoch [95][1080/3134] lr: 0.00010, eta: 2:52:16, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7688, loss_cls: 1.8996, loss: 1.8996 2020-06-18 19:14:56,338 - mmaction - INFO - Epoch [95][1100/3134] lr: 0.00010, eta: 2:52:05, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7969, loss_cls: 1.8233, loss: 1.8233 2020-06-18 19:15:07,822 - mmaction - INFO - Epoch [95][1120/3134] lr: 0.00010, eta: 2:51:53, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5531, top5_acc: 0.8031, loss_cls: 1.7366, loss: 1.7366 2020-06-18 19:15:19,328 - mmaction - INFO - Epoch [95][1140/3134] lr: 0.00010, eta: 2:51:41, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7781, loss_cls: 1.8707, loss: 1.8707 2020-06-18 19:15:30,781 - mmaction - INFO - Epoch [95][1160/3134] lr: 0.00010, eta: 2:51:30, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7969, loss_cls: 1.8781, loss: 1.8781 2020-06-18 19:15:42,327 - mmaction - INFO - Epoch [95][1180/3134] lr: 0.00010, eta: 2:51:18, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 1.9745, loss: 1.9745 2020-06-18 19:15:53,793 - mmaction - INFO - Epoch [95][1200/3134] lr: 0.00010, eta: 2:51:06, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5469, top5_acc: 0.8031, loss_cls: 1.8626, loss: 1.8626 2020-06-18 19:16:05,424 - mmaction - INFO - Epoch [95][1220/3134] lr: 0.00010, eta: 2:50:55, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7781, loss_cls: 1.9405, loss: 1.9405 2020-06-18 19:16:16,984 - mmaction - INFO - Epoch [95][1240/3134] lr: 0.00010, eta: 2:50:43, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.5687, top5_acc: 0.8000, loss_cls: 1.8673, loss: 1.8673 2020-06-18 19:16:28,463 - mmaction - INFO - Epoch [95][1260/3134] lr: 0.00010, eta: 2:50:31, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7812, loss_cls: 1.9377, loss: 1.9377 2020-06-18 19:16:39,890 - mmaction - INFO - Epoch [95][1280/3134] lr: 0.00010, eta: 2:50:20, time: 0.572, data_time: 0.002, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7844, loss_cls: 1.8958, loss: 1.8958 2020-06-18 19:16:51,407 - mmaction - INFO - Epoch [95][1300/3134] lr: 0.00010, eta: 2:50:08, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7906, loss_cls: 1.8487, loss: 1.8487 2020-06-18 19:17:02,973 - mmaction - INFO - Epoch [95][1320/3134] lr: 0.00010, eta: 2:49:56, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5469, top5_acc: 0.8187, loss_cls: 1.8724, loss: 1.8724 2020-06-18 19:17:14,434 - mmaction - INFO - Epoch [95][1340/3134] lr: 0.00010, eta: 2:49:45, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5625, top5_acc: 0.8313, loss_cls: 1.7605, loss: 1.7605 2020-06-18 19:17:25,970 - mmaction - INFO - Epoch [95][1360/3134] lr: 0.00010, eta: 2:49:33, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7656, loss_cls: 1.9415, loss: 1.9415 2020-06-18 19:17:37,405 - mmaction - INFO - Epoch [95][1380/3134] lr: 0.00010, eta: 2:49:21, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7969, loss_cls: 1.9205, loss: 1.9205 2020-06-18 19:17:48,912 - mmaction - INFO - Epoch [95][1400/3134] lr: 0.00010, eta: 2:49:10, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7406, loss_cls: 2.0089, loss: 2.0089 2020-06-18 19:18:00,339 - mmaction - INFO - Epoch [95][1420/3134] lr: 0.00010, eta: 2:48:58, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5531, top5_acc: 0.8000, loss_cls: 1.8282, loss: 1.8282 2020-06-18 19:18:11,813 - mmaction - INFO - Epoch [95][1440/3134] lr: 0.00010, eta: 2:48:46, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5656, top5_acc: 0.8156, loss_cls: 1.7939, loss: 1.7939 2020-06-18 19:18:23,408 - mmaction - INFO - Epoch [95][1460/3134] lr: 0.00010, eta: 2:48:35, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5719, top5_acc: 0.7656, loss_cls: 1.8789, loss: 1.8789 2020-06-18 19:18:34,856 - mmaction - INFO - Epoch [95][1480/3134] lr: 0.00010, eta: 2:48:23, time: 0.575, data_time: 0.004, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7812, loss_cls: 1.9527, loss: 1.9527 2020-06-18 19:18:46,324 - mmaction - INFO - Epoch [95][1500/3134] lr: 0.00010, eta: 2:48:11, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7750, loss_cls: 1.9678, loss: 1.9678 2020-06-18 19:18:57,872 - mmaction - INFO - Epoch [95][1520/3134] lr: 0.00010, eta: 2:48:00, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7812, loss_cls: 1.9814, loss: 1.9814 2020-06-18 19:19:09,379 - mmaction - INFO - Epoch [95][1540/3134] lr: 0.00010, eta: 2:47:48, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.5469, top5_acc: 0.8219, loss_cls: 1.7629, loss: 1.7629 2020-06-18 19:19:20,832 - mmaction - INFO - Epoch [95][1560/3134] lr: 0.00010, eta: 2:47:36, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5281, top5_acc: 0.8000, loss_cls: 1.8819, loss: 1.8819 2020-06-18 19:19:32,313 - mmaction - INFO - Epoch [95][1580/3134] lr: 0.00010, eta: 2:47:25, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7594, loss_cls: 2.0590, loss: 2.0590 2020-06-18 19:19:43,776 - mmaction - INFO - Epoch [95][1600/3134] lr: 0.00010, eta: 2:47:13, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.6031, top5_acc: 0.8219, loss_cls: 1.7477, loss: 1.7477 2020-06-18 19:19:55,318 - mmaction - INFO - Epoch [95][1620/3134] lr: 0.00010, eta: 2:47:01, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7719, loss_cls: 1.9506, loss: 1.9506 2020-06-18 19:20:06,813 - mmaction - INFO - Epoch [95][1640/3134] lr: 0.00010, eta: 2:46:50, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7656, loss_cls: 1.9290, loss: 1.9290 2020-06-18 19:20:18,290 - mmaction - INFO - Epoch [95][1660/3134] lr: 0.00010, eta: 2:46:38, time: 0.573, data_time: 0.000, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7562, loss_cls: 1.9593, loss: 1.9593 2020-06-18 19:20:29,775 - mmaction - INFO - Epoch [95][1680/3134] lr: 0.00010, eta: 2:46:26, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7844, loss_cls: 1.9179, loss: 1.9179 2020-06-18 19:20:41,290 - mmaction - INFO - Epoch [95][1700/3134] lr: 0.00010, eta: 2:46:15, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7812, loss_cls: 1.9308, loss: 1.9308 2020-06-18 19:20:52,851 - mmaction - INFO - Epoch [95][1720/3134] lr: 0.00010, eta: 2:46:03, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7625, loss_cls: 2.0335, loss: 2.0335 2020-06-18 19:21:04,440 - mmaction - INFO - Epoch [95][1740/3134] lr: 0.00010, eta: 2:45:51, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7875, loss_cls: 1.9364, loss: 1.9364 2020-06-18 19:21:15,956 - mmaction - INFO - Epoch [95][1760/3134] lr: 0.00010, eta: 2:45:40, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5500, top5_acc: 0.8187, loss_cls: 1.8685, loss: 1.8685 2020-06-18 19:21:27,349 - mmaction - INFO - Epoch [95][1780/3134] lr: 0.00010, eta: 2:45:28, time: 0.569, data_time: 0.001, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7844, loss_cls: 1.9944, loss: 1.9944 2020-06-18 19:21:38,877 - mmaction - INFO - Epoch [95][1800/3134] lr: 0.00010, eta: 2:45:16, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5687, top5_acc: 0.7812, loss_cls: 1.8517, loss: 1.8517 2020-06-18 19:21:50,293 - mmaction - INFO - Epoch [95][1820/3134] lr: 0.00010, eta: 2:45:05, time: 0.572, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7906, loss_cls: 1.8894, loss: 1.8894 2020-06-18 19:22:01,820 - mmaction - INFO - Epoch [95][1840/3134] lr: 0.00010, eta: 2:44:53, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7969, loss_cls: 1.9218, loss: 1.9218 2020-06-18 19:22:13,314 - mmaction - INFO - Epoch [95][1860/3134] lr: 0.00010, eta: 2:44:41, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5344, top5_acc: 0.8063, loss_cls: 1.8997, loss: 1.8997 2020-06-18 19:22:24,791 - mmaction - INFO - Epoch [95][1880/3134] lr: 0.00010, eta: 2:44:30, time: 0.575, data_time: 0.004, memory: 8339, top1_acc: 0.5906, top5_acc: 0.8094, loss_cls: 1.8106, loss: 1.8106 2020-06-18 19:22:36,227 - mmaction - INFO - Epoch [95][1900/3134] lr: 0.00010, eta: 2:44:18, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7438, loss_cls: 2.1367, loss: 2.1367 2020-06-18 19:22:47,796 - mmaction - INFO - Epoch [95][1920/3134] lr: 0.00010, eta: 2:44:06, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7656, loss_cls: 1.9487, loss: 1.9487 2020-06-18 19:22:59,273 - mmaction - INFO - Epoch [95][1940/3134] lr: 0.00010, eta: 2:43:55, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5563, top5_acc: 0.8000, loss_cls: 1.8048, loss: 1.8048 2020-06-18 19:23:10,824 - mmaction - INFO - Epoch [95][1960/3134] lr: 0.00010, eta: 2:43:43, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7937, loss_cls: 1.8890, loss: 1.8890 2020-06-18 19:23:22,362 - mmaction - INFO - Epoch [95][1980/3134] lr: 0.00010, eta: 2:43:31, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7781, loss_cls: 1.9437, loss: 1.9437 2020-06-18 19:23:33,855 - mmaction - INFO - Epoch [95][2000/3134] lr: 0.00010, eta: 2:43:19, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5594, top5_acc: 0.8125, loss_cls: 1.8262, loss: 1.8262 2020-06-18 19:23:45,365 - mmaction - INFO - Epoch [95][2020/3134] lr: 0.00010, eta: 2:43:08, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.8000, loss_cls: 2.0239, loss: 2.0239 2020-06-18 19:23:56,938 - mmaction - INFO - Epoch [95][2040/3134] lr: 0.00010, eta: 2:42:56, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7781, loss_cls: 2.0110, loss: 2.0110 2020-06-18 19:24:08,401 - mmaction - INFO - Epoch [95][2060/3134] lr: 0.00010, eta: 2:42:44, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7906, loss_cls: 1.9635, loss: 1.9635 2020-06-18 19:24:19,936 - mmaction - INFO - Epoch [95][2080/3134] lr: 0.00010, eta: 2:42:33, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.5656, top5_acc: 0.8094, loss_cls: 1.7960, loss: 1.7960 2020-06-18 19:24:31,409 - mmaction - INFO - Epoch [95][2100/3134] lr: 0.00010, eta: 2:42:21, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7469, loss_cls: 2.0603, loss: 2.0603 2020-06-18 19:24:42,938 - mmaction - INFO - Epoch [95][2120/3134] lr: 0.00010, eta: 2:42:09, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7875, loss_cls: 1.8773, loss: 1.8773 2020-06-18 19:24:54,509 - mmaction - INFO - Epoch [95][2140/3134] lr: 0.00010, eta: 2:41:58, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.5437, top5_acc: 0.8094, loss_cls: 1.8566, loss: 1.8566 2020-06-18 19:25:06,011 - mmaction - INFO - Epoch [95][2160/3134] lr: 0.00010, eta: 2:41:46, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.5469, top5_acc: 0.8156, loss_cls: 1.8550, loss: 1.8550 2020-06-18 19:25:17,486 - mmaction - INFO - Epoch [95][2180/3134] lr: 0.00010, eta: 2:41:34, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.6000, top5_acc: 0.8156, loss_cls: 1.7107, loss: 1.7107 2020-06-18 19:25:28,955 - mmaction - INFO - Epoch [95][2200/3134] lr: 0.00010, eta: 2:41:23, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7844, loss_cls: 1.9698, loss: 1.9698 2020-06-18 19:25:40,395 - mmaction - INFO - Epoch [95][2220/3134] lr: 0.00010, eta: 2:41:11, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7438, loss_cls: 2.1618, loss: 2.1618 2020-06-18 19:25:51,939 - mmaction - INFO - Epoch [95][2240/3134] lr: 0.00010, eta: 2:40:59, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5938, top5_acc: 0.8063, loss_cls: 1.8242, loss: 1.8242 2020-06-18 19:26:03,437 - mmaction - INFO - Epoch [95][2260/3134] lr: 0.00010, eta: 2:40:48, time: 0.577, data_time: 0.004, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7688, loss_cls: 1.9112, loss: 1.9112 2020-06-18 19:26:14,984 - mmaction - INFO - Epoch [95][2280/3134] lr: 0.00010, eta: 2:40:36, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7688, loss_cls: 1.8150, loss: 1.8150 2020-06-18 19:26:26,456 - mmaction - INFO - Epoch [95][2300/3134] lr: 0.00010, eta: 2:40:24, time: 0.571, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7812, loss_cls: 1.9137, loss: 1.9137 2020-06-18 19:26:37,930 - mmaction - INFO - Epoch [95][2320/3134] lr: 0.00010, eta: 2:40:13, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5375, top5_acc: 0.8125, loss_cls: 1.7952, loss: 1.7952 2020-06-18 19:26:49,377 - mmaction - INFO - Epoch [95][2340/3134] lr: 0.00010, eta: 2:40:01, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7469, loss_cls: 2.1141, loss: 2.1141 2020-06-18 19:27:00,896 - mmaction - INFO - Epoch [95][2360/3134] lr: 0.00010, eta: 2:39:49, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5781, top5_acc: 0.7937, loss_cls: 1.8390, loss: 1.8390 2020-06-18 19:27:12,420 - mmaction - INFO - Epoch [95][2380/3134] lr: 0.00010, eta: 2:39:38, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7750, loss_cls: 1.9149, loss: 1.9149 2020-06-18 19:27:23,912 - mmaction - INFO - Epoch [95][2400/3134] lr: 0.00010, eta: 2:39:26, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.6094, top5_acc: 0.7906, loss_cls: 1.7889, loss: 1.7889 2020-06-18 19:27:35,426 - mmaction - INFO - Epoch [95][2420/3134] lr: 0.00010, eta: 2:39:14, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5437, top5_acc: 0.8000, loss_cls: 1.8188, loss: 1.8188 2020-06-18 19:27:46,912 - mmaction - INFO - Epoch [95][2440/3134] lr: 0.00010, eta: 2:39:03, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5250, top5_acc: 0.8031, loss_cls: 1.8485, loss: 1.8485 2020-06-18 19:27:58,406 - mmaction - INFO - Epoch [95][2460/3134] lr: 0.00010, eta: 2:38:51, time: 0.574, data_time: 0.000, memory: 8339, top1_acc: 0.5781, top5_acc: 0.7875, loss_cls: 1.9247, loss: 1.9247 2020-06-18 19:28:09,941 - mmaction - INFO - Epoch [95][2480/3134] lr: 0.00010, eta: 2:38:39, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5687, top5_acc: 0.7719, loss_cls: 1.9893, loss: 1.9893 2020-06-18 19:28:21,405 - mmaction - INFO - Epoch [95][2500/3134] lr: 0.00010, eta: 2:38:28, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.6250, top5_acc: 0.8250, loss_cls: 1.6283, loss: 1.6283 2020-06-18 19:28:33,058 - mmaction - INFO - Epoch [95][2520/3134] lr: 0.00010, eta: 2:38:16, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7781, loss_cls: 1.9834, loss: 1.9834 2020-06-18 19:28:44,507 - mmaction - INFO - Epoch [95][2540/3134] lr: 0.00010, eta: 2:38:04, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7750, loss_cls: 1.9301, loss: 1.9301 2020-06-18 19:28:55,940 - mmaction - INFO - Epoch [95][2560/3134] lr: 0.00010, eta: 2:37:53, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5844, top5_acc: 0.8344, loss_cls: 1.6382, loss: 1.6382 2020-06-18 19:29:07,431 - mmaction - INFO - Epoch [95][2580/3134] lr: 0.00010, eta: 2:37:41, time: 0.573, data_time: 0.000, memory: 8339, top1_acc: 0.5719, top5_acc: 0.8500, loss_cls: 1.7238, loss: 1.7238 2020-06-18 19:29:18,842 - mmaction - INFO - Epoch [95][2600/3134] lr: 0.00010, eta: 2:37:29, time: 0.571, data_time: 0.002, memory: 8339, top1_acc: 0.5687, top5_acc: 0.7812, loss_cls: 1.8503, loss: 1.8503 2020-06-18 19:29:30,326 - mmaction - INFO - Epoch [95][2620/3134] lr: 0.00010, eta: 2:37:18, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7781, loss_cls: 2.1006, loss: 2.1006 2020-06-18 19:29:41,990 - mmaction - INFO - Epoch [95][2640/3134] lr: 0.00010, eta: 2:37:06, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5281, top5_acc: 0.8031, loss_cls: 1.8895, loss: 1.8895 2020-06-18 19:29:53,441 - mmaction - INFO - Epoch [95][2660/3134] lr: 0.00010, eta: 2:36:54, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7719, loss_cls: 2.0032, loss: 2.0032 2020-06-18 19:30:05,001 - mmaction - INFO - Epoch [95][2680/3134] lr: 0.00010, eta: 2:36:43, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7656, loss_cls: 1.9881, loss: 1.9881 2020-06-18 19:30:16,461 - mmaction - INFO - Epoch [95][2700/3134] lr: 0.00010, eta: 2:36:31, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5906, top5_acc: 0.7844, loss_cls: 1.7987, loss: 1.7987 2020-06-18 19:30:27,879 - mmaction - INFO - Epoch [95][2720/3134] lr: 0.00010, eta: 2:36:19, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.5469, top5_acc: 0.8125, loss_cls: 1.8686, loss: 1.8686 2020-06-18 19:30:39,492 - mmaction - INFO - Epoch [95][2740/3134] lr: 0.00010, eta: 2:36:08, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5500, top5_acc: 0.8000, loss_cls: 1.8425, loss: 1.8425 2020-06-18 19:30:51,049 - mmaction - INFO - Epoch [95][2760/3134] lr: 0.00010, eta: 2:35:56, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7937, loss_cls: 1.9309, loss: 1.9309 2020-06-18 19:31:02,460 - mmaction - INFO - Epoch [95][2780/3134] lr: 0.00010, eta: 2:35:44, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.5719, top5_acc: 0.7969, loss_cls: 1.8792, loss: 1.8792 2020-06-18 19:31:13,909 - mmaction - INFO - Epoch [95][2800/3134] lr: 0.00010, eta: 2:35:33, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7937, loss_cls: 1.8875, loss: 1.8875 2020-06-18 19:31:25,452 - mmaction - INFO - Epoch [95][2820/3134] lr: 0.00010, eta: 2:35:21, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7719, loss_cls: 2.0621, loss: 2.0621 2020-06-18 19:31:36,962 - mmaction - INFO - Epoch [95][2840/3134] lr: 0.00010, eta: 2:35:09, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7688, loss_cls: 1.9083, loss: 1.9083 2020-06-18 19:31:48,547 - mmaction - INFO - Epoch [95][2860/3134] lr: 0.00010, eta: 2:34:58, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7969, loss_cls: 1.8797, loss: 1.8797 2020-06-18 19:32:00,144 - mmaction - INFO - Epoch [95][2880/3134] lr: 0.00010, eta: 2:34:46, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7875, loss_cls: 1.9377, loss: 1.9377 2020-06-18 19:32:11,647 - mmaction - INFO - Epoch [95][2900/3134] lr: 0.00010, eta: 2:34:34, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7937, loss_cls: 1.9111, loss: 1.9111 2020-06-18 19:32:23,217 - mmaction - INFO - Epoch [95][2920/3134] lr: 0.00010, eta: 2:34:23, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7812, loss_cls: 1.9230, loss: 1.9230 2020-06-18 19:32:34,638 - mmaction - INFO - Epoch [95][2940/3134] lr: 0.00010, eta: 2:34:11, time: 0.574, data_time: 0.005, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7594, loss_cls: 2.0602, loss: 2.0602 2020-06-18 19:32:46,171 - mmaction - INFO - Epoch [95][2960/3134] lr: 0.00010, eta: 2:33:59, time: 0.577, data_time: 0.004, memory: 8339, top1_acc: 0.5625, top5_acc: 0.8187, loss_cls: 1.7489, loss: 1.7489 2020-06-18 19:32:57,665 - mmaction - INFO - Epoch [95][2980/3134] lr: 0.00010, eta: 2:33:48, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7469, loss_cls: 2.0711, loss: 2.0711 2020-06-18 19:33:09,106 - mmaction - INFO - Epoch [95][3000/3134] lr: 0.00010, eta: 2:33:36, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7812, loss_cls: 1.8781, loss: 1.8781 2020-06-18 19:33:20,652 - mmaction - INFO - Epoch [95][3020/3134] lr: 0.00010, eta: 2:33:24, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5344, top5_acc: 0.8000, loss_cls: 1.8244, loss: 1.8244 2020-06-18 19:33:32,176 - mmaction - INFO - Epoch [95][3040/3134] lr: 0.00010, eta: 2:33:13, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7625, loss_cls: 2.1480, loss: 2.1480 2020-06-18 19:33:43,765 - mmaction - INFO - Epoch [95][3060/3134] lr: 0.00010, eta: 2:33:01, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7625, loss_cls: 1.9968, loss: 1.9968 2020-06-18 19:33:55,389 - mmaction - INFO - Epoch [95][3080/3134] lr: 0.00010, eta: 2:32:49, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5719, top5_acc: 0.7844, loss_cls: 1.9070, loss: 1.9070 2020-06-18 19:34:06,850 - mmaction - INFO - Epoch [95][3100/3134] lr: 0.00010, eta: 2:32:38, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7781, loss_cls: 2.0672, loss: 2.0672 2020-06-18 19:34:18,381 - mmaction - INFO - Epoch [95][3120/3134] lr: 0.00010, eta: 2:32:26, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7625, loss_cls: 2.0680, loss: 2.0680 2020-06-18 19:34:55,079 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-18 19:34:56,340 - mmaction - INFO - top1_acc 0.2803 top5_acc 0.5269 2020-06-18 19:34:56,359 - mmaction - INFO - Epoch [95][3134/3134] lr: 0.00010, top1_acc: 0.2803, top5_acc: 0.5269 2020-06-18 19:35:11,542 - mmaction - INFO - Epoch [96][20/3134] lr: 0.00010, eta: 2:32:06, time: 0.758, data_time: 0.185, memory: 8339, top1_acc: 0.5625, top5_acc: 0.8000, loss_cls: 1.7856, loss: 1.7856 2020-06-18 19:35:23,164 - mmaction - INFO - Epoch [96][40/3134] lr: 0.00010, eta: 2:31:54, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5781, top5_acc: 0.8125, loss_cls: 1.8318, loss: 1.8318 2020-06-18 19:35:34,621 - mmaction - INFO - Epoch [96][60/3134] lr: 0.00010, eta: 2:31:42, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.5312, top5_acc: 0.8031, loss_cls: 1.8783, loss: 1.8783 2020-06-18 19:35:46,121 - mmaction - INFO - Epoch [96][80/3134] lr: 0.00010, eta: 2:31:31, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7750, loss_cls: 1.9805, loss: 1.9805 2020-06-18 19:35:57,662 - mmaction - INFO - Epoch [96][100/3134] lr: 0.00010, eta: 2:31:19, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.5687, top5_acc: 0.8344, loss_cls: 1.7501, loss: 1.7501 2020-06-18 19:36:09,167 - mmaction - INFO - Epoch [96][120/3134] lr: 0.00010, eta: 2:31:07, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7719, loss_cls: 1.8911, loss: 1.8911 2020-06-18 19:36:20,782 - mmaction - INFO - Epoch [96][140/3134] lr: 0.00010, eta: 2:30:56, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7500, loss_cls: 2.1540, loss: 2.1540 2020-06-18 19:36:32,320 - mmaction - INFO - Epoch [96][160/3134] lr: 0.00010, eta: 2:30:44, time: 0.579, data_time: 0.004, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7812, loss_cls: 1.9816, loss: 1.9816 2020-06-18 19:36:43,918 - mmaction - INFO - Epoch [96][180/3134] lr: 0.00010, eta: 2:30:32, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7906, loss_cls: 1.9377, loss: 1.9377 2020-06-18 19:36:55,427 - mmaction - INFO - Epoch [96][200/3134] lr: 0.00010, eta: 2:30:21, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.5594, top5_acc: 0.8094, loss_cls: 1.8625, loss: 1.8625 2020-06-18 19:37:06,948 - mmaction - INFO - Epoch [96][220/3134] lr: 0.00010, eta: 2:30:09, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7688, loss_cls: 1.9351, loss: 1.9351 2020-06-18 19:37:18,560 - mmaction - INFO - Epoch [96][240/3134] lr: 0.00010, eta: 2:29:57, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7875, loss_cls: 1.9579, loss: 1.9579 2020-06-18 19:37:30,133 - mmaction - INFO - Epoch [96][260/3134] lr: 0.00010, eta: 2:29:46, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.5563, top5_acc: 0.8000, loss_cls: 1.8683, loss: 1.8683 2020-06-18 19:37:41,627 - mmaction - INFO - Epoch [96][280/3134] lr: 0.00010, eta: 2:29:34, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.5406, top5_acc: 0.8063, loss_cls: 1.9051, loss: 1.9051 2020-06-18 19:37:53,139 - mmaction - INFO - Epoch [96][300/3134] lr: 0.00010, eta: 2:29:22, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7688, loss_cls: 1.9821, loss: 1.9821 2020-06-18 19:38:04,805 - mmaction - INFO - Epoch [96][320/3134] lr: 0.00010, eta: 2:29:11, time: 0.584, data_time: 0.001, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7844, loss_cls: 1.9299, loss: 1.9299 2020-06-18 19:38:16,387 - mmaction - INFO - Epoch [96][340/3134] lr: 0.00010, eta: 2:28:59, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.6000, top5_acc: 0.8313, loss_cls: 1.6341, loss: 1.6341 2020-06-18 19:38:27,904 - mmaction - INFO - Epoch [96][360/3134] lr: 0.00010, eta: 2:28:47, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5781, top5_acc: 0.8156, loss_cls: 1.7949, loss: 1.7949 2020-06-18 19:38:39,345 - mmaction - INFO - Epoch [96][380/3134] lr: 0.00010, eta: 2:28:36, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7844, loss_cls: 1.9074, loss: 1.9074 2020-06-18 19:38:50,845 - mmaction - INFO - Epoch [96][400/3134] lr: 0.00010, eta: 2:28:24, time: 0.572, data_time: 0.002, memory: 8339, top1_acc: 0.5406, top5_acc: 0.8000, loss_cls: 1.8303, loss: 1.8303 2020-06-18 19:39:02,356 - mmaction - INFO - Epoch [96][420/3134] lr: 0.00010, eta: 2:28:12, time: 0.579, data_time: 0.004, memory: 8339, top1_acc: 0.5938, top5_acc: 0.8125, loss_cls: 1.7116, loss: 1.7116 2020-06-18 19:39:13,859 - mmaction - INFO - Epoch [96][440/3134] lr: 0.00010, eta: 2:28:01, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5719, top5_acc: 0.7906, loss_cls: 1.8088, loss: 1.8088 2020-06-18 19:39:25,394 - mmaction - INFO - Epoch [96][460/3134] lr: 0.00010, eta: 2:27:49, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7969, loss_cls: 1.9834, loss: 1.9834 2020-06-18 19:39:36,861 - mmaction - INFO - Epoch [96][480/3134] lr: 0.00010, eta: 2:27:37, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5969, top5_acc: 0.8219, loss_cls: 1.8520, loss: 1.8520 2020-06-18 19:39:48,360 - mmaction - INFO - Epoch [96][500/3134] lr: 0.00010, eta: 2:27:26, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5719, top5_acc: 0.7969, loss_cls: 1.7404, loss: 1.7404 2020-06-18 19:39:59,941 - mmaction - INFO - Epoch [96][520/3134] lr: 0.00010, eta: 2:27:14, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.6250, top5_acc: 0.8187, loss_cls: 1.6842, loss: 1.6842 2020-06-18 19:40:11,418 - mmaction - INFO - Epoch [96][540/3134] lr: 0.00010, eta: 2:27:02, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7906, loss_cls: 1.8631, loss: 1.8631 2020-06-18 19:40:23,014 - mmaction - INFO - Epoch [96][560/3134] lr: 0.00010, eta: 2:26:51, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7812, loss_cls: 1.8509, loss: 1.8509 2020-06-18 19:40:34,539 - mmaction - INFO - Epoch [96][580/3134] lr: 0.00010, eta: 2:26:39, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5656, top5_acc: 0.8031, loss_cls: 1.8485, loss: 1.8485 2020-06-18 19:40:46,054 - mmaction - INFO - Epoch [96][600/3134] lr: 0.00010, eta: 2:26:27, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.5312, top5_acc: 0.8125, loss_cls: 1.8473, loss: 1.8473 2020-06-18 19:40:57,655 - mmaction - INFO - Epoch [96][620/3134] lr: 0.00010, eta: 2:26:16, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7969, loss_cls: 1.9309, loss: 1.9309 2020-06-18 19:41:09,176 - mmaction - INFO - Epoch [96][640/3134] lr: 0.00010, eta: 2:26:04, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7969, loss_cls: 1.8419, loss: 1.8419 2020-06-18 19:41:20,621 - mmaction - INFO - Epoch [96][660/3134] lr: 0.00010, eta: 2:25:52, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7375, loss_cls: 1.9496, loss: 1.9496 2020-06-18 19:41:32,106 - mmaction - INFO - Epoch [96][680/3134] lr: 0.00010, eta: 2:25:41, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7500, loss_cls: 2.0084, loss: 2.0084 2020-06-18 19:41:43,645 - mmaction - INFO - Epoch [96][700/3134] lr: 0.00010, eta: 2:25:29, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5687, top5_acc: 0.8187, loss_cls: 1.8194, loss: 1.8194 2020-06-18 19:41:55,130 - mmaction - INFO - Epoch [96][720/3134] lr: 0.00010, eta: 2:25:17, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7719, loss_cls: 1.9233, loss: 1.9233 2020-06-18 19:42:06,599 - mmaction - INFO - Epoch [96][740/3134] lr: 0.00010, eta: 2:25:06, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5781, top5_acc: 0.8094, loss_cls: 1.7692, loss: 1.7692 2020-06-18 19:42:18,131 - mmaction - INFO - Epoch [96][760/3134] lr: 0.00010, eta: 2:24:54, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5687, top5_acc: 0.8000, loss_cls: 1.8812, loss: 1.8812 2020-06-18 19:42:29,759 - mmaction - INFO - Epoch [96][780/3134] lr: 0.00010, eta: 2:24:42, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5656, top5_acc: 0.8187, loss_cls: 1.7585, loss: 1.7585 2020-06-18 19:42:41,378 - mmaction - INFO - Epoch [96][800/3134] lr: 0.00010, eta: 2:24:31, time: 0.580, data_time: 0.000, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7750, loss_cls: 1.9278, loss: 1.9278 2020-06-18 19:42:52,920 - mmaction - INFO - Epoch [96][820/3134] lr: 0.00010, eta: 2:24:19, time: 0.576, data_time: 0.004, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7469, loss_cls: 2.0431, loss: 2.0431 2020-06-18 19:43:04,419 - mmaction - INFO - Epoch [96][840/3134] lr: 0.00010, eta: 2:24:07, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7688, loss_cls: 2.0877, loss: 2.0877 2020-06-18 19:43:15,893 - mmaction - INFO - Epoch [96][860/3134] lr: 0.00010, eta: 2:23:56, time: 0.573, data_time: 0.000, memory: 8339, top1_acc: 0.5500, top5_acc: 0.8156, loss_cls: 1.8616, loss: 1.8616 2020-06-18 19:43:27,355 - mmaction - INFO - Epoch [96][880/3134] lr: 0.00010, eta: 2:23:44, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5594, top5_acc: 0.8031, loss_cls: 1.9164, loss: 1.9164 2020-06-18 19:43:38,837 - mmaction - INFO - Epoch [96][900/3134] lr: 0.00010, eta: 2:23:32, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.4688, top5_acc: 0.7500, loss_cls: 2.1823, loss: 2.1823 2020-06-18 19:43:50,366 - mmaction - INFO - Epoch [96][920/3134] lr: 0.00010, eta: 2:23:21, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5750, top5_acc: 0.8000, loss_cls: 1.8128, loss: 1.8128 2020-06-18 19:44:01,945 - mmaction - INFO - Epoch [96][940/3134] lr: 0.00010, eta: 2:23:09, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5406, top5_acc: 0.8250, loss_cls: 1.8271, loss: 1.8271 2020-06-18 19:44:13,420 - mmaction - INFO - Epoch [96][960/3134] lr: 0.00010, eta: 2:22:57, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7688, loss_cls: 1.9327, loss: 1.9327 2020-06-18 19:44:25,090 - mmaction - INFO - Epoch [96][980/3134] lr: 0.00010, eta: 2:22:46, time: 0.581, data_time: 0.001, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7188, loss_cls: 2.3060, loss: 2.3060 2020-06-18 19:44:36,642 - mmaction - INFO - Epoch [96][1000/3134] lr: 0.00010, eta: 2:22:34, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.5625, top5_acc: 0.8094, loss_cls: 1.7846, loss: 1.7846 2020-06-18 19:44:48,177 - mmaction - INFO - Epoch [96][1020/3134] lr: 0.00010, eta: 2:22:22, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.5813, top5_acc: 0.8187, loss_cls: 1.7620, loss: 1.7620 2020-06-18 19:44:59,745 - mmaction - INFO - Epoch [96][1040/3134] lr: 0.00010, eta: 2:22:11, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5719, top5_acc: 0.8063, loss_cls: 1.8515, loss: 1.8515 2020-06-18 19:45:11,265 - mmaction - INFO - Epoch [96][1060/3134] lr: 0.00010, eta: 2:21:59, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.5594, top5_acc: 0.8063, loss_cls: 1.8489, loss: 1.8489 2020-06-18 19:45:22,835 - mmaction - INFO - Epoch [96][1080/3134] lr: 0.00010, eta: 2:21:47, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7937, loss_cls: 1.8889, loss: 1.8889 2020-06-18 19:45:34,331 - mmaction - INFO - Epoch [96][1100/3134] lr: 0.00010, eta: 2:21:36, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7812, loss_cls: 1.9649, loss: 1.9649 2020-06-18 19:45:45,879 - mmaction - INFO - Epoch [96][1120/3134] lr: 0.00010, eta: 2:21:24, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7750, loss_cls: 1.8829, loss: 1.8829 2020-06-18 19:45:57,425 - mmaction - INFO - Epoch [96][1140/3134] lr: 0.00010, eta: 2:21:12, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7844, loss_cls: 1.9860, loss: 1.9860 2020-06-18 19:46:08,955 - mmaction - INFO - Epoch [96][1160/3134] lr: 0.00010, eta: 2:21:01, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5594, top5_acc: 0.8000, loss_cls: 1.7296, loss: 1.7296 2020-06-18 19:46:20,493 - mmaction - INFO - Epoch [96][1180/3134] lr: 0.00010, eta: 2:20:49, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5500, top5_acc: 0.8406, loss_cls: 1.7977, loss: 1.7977 2020-06-18 19:46:31,975 - mmaction - INFO - Epoch [96][1200/3134] lr: 0.00010, eta: 2:20:37, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7625, loss_cls: 2.0007, loss: 2.0007 2020-06-18 19:46:43,414 - mmaction - INFO - Epoch [96][1220/3134] lr: 0.00010, eta: 2:20:26, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5594, top5_acc: 0.8094, loss_cls: 1.8358, loss: 1.8358 2020-06-18 19:46:55,011 - mmaction - INFO - Epoch [96][1240/3134] lr: 0.00010, eta: 2:20:14, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5687, top5_acc: 0.8250, loss_cls: 1.7565, loss: 1.7565 2020-06-18 19:47:06,463 - mmaction - INFO - Epoch [96][1260/3134] lr: 0.00010, eta: 2:20:02, time: 0.575, data_time: 0.004, memory: 8339, top1_acc: 0.5687, top5_acc: 0.7937, loss_cls: 1.8554, loss: 1.8554 2020-06-18 19:47:17,944 - mmaction - INFO - Epoch [96][1280/3134] lr: 0.00010, eta: 2:19:51, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7875, loss_cls: 1.9289, loss: 1.9289 2020-06-18 19:47:29,507 - mmaction - INFO - Epoch [96][1300/3134] lr: 0.00010, eta: 2:19:39, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5750, top5_acc: 0.7937, loss_cls: 1.7723, loss: 1.7723 2020-06-18 19:47:40,967 - mmaction - INFO - Epoch [96][1320/3134] lr: 0.00010, eta: 2:19:27, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7750, loss_cls: 1.8282, loss: 1.8282 2020-06-18 19:47:52,444 - mmaction - INFO - Epoch [96][1340/3134] lr: 0.00010, eta: 2:19:16, time: 0.573, data_time: 0.000, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7875, loss_cls: 1.8421, loss: 1.8421 2020-06-18 19:48:03,964 - mmaction - INFO - Epoch [96][1360/3134] lr: 0.00010, eta: 2:19:04, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7969, loss_cls: 1.8714, loss: 1.8714 2020-06-18 19:48:15,518 - mmaction - INFO - Epoch [96][1380/3134] lr: 0.00010, eta: 2:18:52, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7937, loss_cls: 1.9341, loss: 1.9341 2020-06-18 19:48:27,051 - mmaction - INFO - Epoch [96][1400/3134] lr: 0.00010, eta: 2:18:41, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5781, top5_acc: 0.8219, loss_cls: 1.7241, loss: 1.7241 2020-06-18 19:48:38,613 - mmaction - INFO - Epoch [96][1420/3134] lr: 0.00010, eta: 2:18:29, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5969, top5_acc: 0.7937, loss_cls: 1.7872, loss: 1.7872 2020-06-18 19:48:50,137 - mmaction - INFO - Epoch [96][1440/3134] lr: 0.00010, eta: 2:18:17, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7844, loss_cls: 1.8193, loss: 1.8193 2020-06-18 19:49:01,674 - mmaction - INFO - Epoch [96][1460/3134] lr: 0.00010, eta: 2:18:06, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5750, top5_acc: 0.7937, loss_cls: 1.8218, loss: 1.8218 2020-06-18 19:49:13,175 - mmaction - INFO - Epoch [96][1480/3134] lr: 0.00010, eta: 2:17:54, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.6125, top5_acc: 0.8375, loss_cls: 1.5782, loss: 1.5782 2020-06-18 19:49:24,734 - mmaction - INFO - Epoch [96][1500/3134] lr: 0.00010, eta: 2:17:42, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7562, loss_cls: 2.0664, loss: 2.0664 2020-06-18 19:49:36,288 - mmaction - INFO - Epoch [96][1520/3134] lr: 0.00010, eta: 2:17:31, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7875, loss_cls: 1.8637, loss: 1.8637 2020-06-18 19:49:47,787 - mmaction - INFO - Epoch [96][1540/3134] lr: 0.00010, eta: 2:17:19, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7719, loss_cls: 1.9418, loss: 1.9418 2020-06-18 19:49:59,271 - mmaction - INFO - Epoch [96][1560/3134] lr: 0.00010, eta: 2:17:07, time: 0.572, data_time: 0.003, memory: 8339, top1_acc: 0.5719, top5_acc: 0.7937, loss_cls: 1.8423, loss: 1.8423 2020-06-18 19:50:10,797 - mmaction - INFO - Epoch [96][1580/3134] lr: 0.00010, eta: 2:16:56, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5344, top5_acc: 0.8250, loss_cls: 1.8363, loss: 1.8363 2020-06-18 19:50:22,328 - mmaction - INFO - Epoch [96][1600/3134] lr: 0.00010, eta: 2:16:44, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7625, loss_cls: 1.9628, loss: 1.9628 2020-06-18 19:50:33,849 - mmaction - INFO - Epoch [96][1620/3134] lr: 0.00010, eta: 2:16:32, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5594, top5_acc: 0.8031, loss_cls: 1.9782, loss: 1.9782 2020-06-18 19:50:45,376 - mmaction - INFO - Epoch [96][1640/3134] lr: 0.00010, eta: 2:16:21, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7750, loss_cls: 1.9244, loss: 1.9244 2020-06-18 19:50:56,793 - mmaction - INFO - Epoch [96][1660/3134] lr: 0.00010, eta: 2:16:09, time: 0.572, data_time: 0.003, memory: 8339, top1_acc: 0.5813, top5_acc: 0.7812, loss_cls: 1.9104, loss: 1.9104 2020-06-18 19:51:08,241 - mmaction - INFO - Epoch [96][1680/3134] lr: 0.00010, eta: 2:15:57, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7406, loss_cls: 2.1772, loss: 2.1772 2020-06-18 19:51:19,754 - mmaction - INFO - Epoch [96][1700/3134] lr: 0.00010, eta: 2:15:46, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5687, top5_acc: 0.8031, loss_cls: 1.8006, loss: 1.8006 2020-06-18 19:51:31,246 - mmaction - INFO - Epoch [96][1720/3134] lr: 0.00010, eta: 2:15:34, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5938, top5_acc: 0.8250, loss_cls: 1.6620, loss: 1.6620 2020-06-18 19:51:42,793 - mmaction - INFO - Epoch [96][1740/3134] lr: 0.00010, eta: 2:15:22, time: 0.575, data_time: 0.004, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7906, loss_cls: 1.9180, loss: 1.9180 2020-06-18 19:51:54,223 - mmaction - INFO - Epoch [96][1760/3134] lr: 0.00010, eta: 2:15:11, time: 0.574, data_time: 0.004, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7781, loss_cls: 1.9109, loss: 1.9109 2020-06-18 19:52:05,700 - mmaction - INFO - Epoch [96][1780/3134] lr: 0.00010, eta: 2:14:59, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7406, loss_cls: 2.0825, loss: 2.0825 2020-06-18 19:52:17,238 - mmaction - INFO - Epoch [96][1800/3134] lr: 0.00010, eta: 2:14:47, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7719, loss_cls: 2.0002, loss: 2.0002 2020-06-18 19:52:28,864 - mmaction - INFO - Epoch [96][1820/3134] lr: 0.00010, eta: 2:14:36, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7844, loss_cls: 1.9179, loss: 1.9179 2020-06-18 19:52:40,369 - mmaction - INFO - Epoch [96][1840/3134] lr: 0.00010, eta: 2:14:24, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7031, loss_cls: 2.1635, loss: 2.1635 2020-06-18 19:52:51,981 - mmaction - INFO - Epoch [96][1860/3134] lr: 0.00010, eta: 2:14:12, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7812, loss_cls: 2.0343, loss: 2.0343 2020-06-18 19:53:03,511 - mmaction - INFO - Epoch [96][1880/3134] lr: 0.00010, eta: 2:14:01, time: 0.578, data_time: 0.004, memory: 8339, top1_acc: 0.5656, top5_acc: 0.8063, loss_cls: 1.8296, loss: 1.8296 2020-06-18 19:53:14,983 - mmaction - INFO - Epoch [96][1900/3134] lr: 0.00010, eta: 2:13:49, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5719, top5_acc: 0.8125, loss_cls: 1.8233, loss: 1.8233 2020-06-18 19:53:26,488 - mmaction - INFO - Epoch [96][1920/3134] lr: 0.00010, eta: 2:13:37, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7719, loss_cls: 2.0416, loss: 2.0416 2020-06-18 19:53:38,117 - mmaction - INFO - Epoch [96][1940/3134] lr: 0.00010, eta: 2:13:26, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5938, top5_acc: 0.8375, loss_cls: 1.6511, loss: 1.6511 2020-06-18 19:53:49,570 - mmaction - INFO - Epoch [96][1960/3134] lr: 0.00010, eta: 2:13:14, time: 0.572, data_time: 0.000, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7719, loss_cls: 1.9579, loss: 1.9579 2020-06-18 19:54:01,140 - mmaction - INFO - Epoch [96][1980/3134] lr: 0.00010, eta: 2:13:02, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5719, top5_acc: 0.8250, loss_cls: 1.7913, loss: 1.7913 2020-06-18 19:54:12,634 - mmaction - INFO - Epoch [96][2000/3134] lr: 0.00010, eta: 2:12:51, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7781, loss_cls: 1.8649, loss: 1.8649 2020-06-18 19:54:24,123 - mmaction - INFO - Epoch [96][2020/3134] lr: 0.00010, eta: 2:12:39, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7406, loss_cls: 2.1642, loss: 2.1642 2020-06-18 19:54:35,650 - mmaction - INFO - Epoch [96][2040/3134] lr: 0.00010, eta: 2:12:27, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7594, loss_cls: 2.0797, loss: 2.0797 2020-06-18 19:54:47,142 - mmaction - INFO - Epoch [96][2060/3134] lr: 0.00010, eta: 2:12:16, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5656, top5_acc: 0.8031, loss_cls: 1.8369, loss: 1.8369 2020-06-18 19:54:58,677 - mmaction - INFO - Epoch [96][2080/3134] lr: 0.00010, eta: 2:12:04, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7875, loss_cls: 1.9600, loss: 1.9600 2020-06-18 19:55:10,173 - mmaction - INFO - Epoch [96][2100/3134] lr: 0.00010, eta: 2:11:52, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7906, loss_cls: 1.9229, loss: 1.9229 2020-06-18 19:55:21,722 - mmaction - INFO - Epoch [96][2120/3134] lr: 0.00010, eta: 2:11:41, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7688, loss_cls: 1.9542, loss: 1.9542 2020-06-18 19:55:33,255 - mmaction - INFO - Epoch [96][2140/3134] lr: 0.00010, eta: 2:11:29, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7719, loss_cls: 1.9463, loss: 1.9463 2020-06-18 19:55:44,753 - mmaction - INFO - Epoch [96][2160/3134] lr: 0.00010, eta: 2:11:17, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5906, top5_acc: 0.7937, loss_cls: 1.8404, loss: 1.8404 2020-06-18 19:55:56,195 - mmaction - INFO - Epoch [96][2180/3134] lr: 0.00010, eta: 2:11:06, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7875, loss_cls: 1.9101, loss: 1.9101 2020-06-18 19:56:07,796 - mmaction - INFO - Epoch [96][2200/3134] lr: 0.00010, eta: 2:10:54, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5531, top5_acc: 0.8063, loss_cls: 1.8401, loss: 1.8401 2020-06-18 19:56:19,358 - mmaction - INFO - Epoch [96][2220/3134] lr: 0.00010, eta: 2:10:42, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5813, top5_acc: 0.8031, loss_cls: 1.8211, loss: 1.8211 2020-06-18 19:56:30,846 - mmaction - INFO - Epoch [96][2240/3134] lr: 0.00010, eta: 2:10:31, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7750, loss_cls: 1.9769, loss: 1.9769 2020-06-18 19:56:42,323 - mmaction - INFO - Epoch [96][2260/3134] lr: 0.00010, eta: 2:10:19, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5969, top5_acc: 0.7969, loss_cls: 1.7424, loss: 1.7424 2020-06-18 19:56:53,862 - mmaction - INFO - Epoch [96][2280/3134] lr: 0.00010, eta: 2:10:07, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7781, loss_cls: 1.9035, loss: 1.9035 2020-06-18 19:57:05,375 - mmaction - INFO - Epoch [96][2300/3134] lr: 0.00010, eta: 2:09:55, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5750, top5_acc: 0.8031, loss_cls: 1.8690, loss: 1.8690 2020-06-18 19:57:16,885 - mmaction - INFO - Epoch [96][2320/3134] lr: 0.00010, eta: 2:09:44, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7969, loss_cls: 1.8995, loss: 1.8995 2020-06-18 19:57:28,284 - mmaction - INFO - Epoch [96][2340/3134] lr: 0.00010, eta: 2:09:32, time: 0.570, data_time: 0.001, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7688, loss_cls: 2.0719, loss: 2.0719 2020-06-18 19:57:39,893 - mmaction - INFO - Epoch [96][2360/3134] lr: 0.00010, eta: 2:09:20, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7719, loss_cls: 1.9063, loss: 1.9063 2020-06-18 19:57:51,359 - mmaction - INFO - Epoch [96][2380/3134] lr: 0.00010, eta: 2:09:09, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7438, loss_cls: 2.0589, loss: 2.0589 2020-06-18 19:58:02,840 - mmaction - INFO - Epoch [96][2400/3134] lr: 0.00010, eta: 2:08:57, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7438, loss_cls: 1.9996, loss: 1.9996 2020-06-18 19:58:14,349 - mmaction - INFO - Epoch [96][2420/3134] lr: 0.00010, eta: 2:08:45, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.8000, loss_cls: 1.9489, loss: 1.9489 2020-06-18 19:58:25,958 - mmaction - INFO - Epoch [96][2440/3134] lr: 0.00010, eta: 2:08:34, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7812, loss_cls: 1.8748, loss: 1.8748 2020-06-18 19:58:37,414 - mmaction - INFO - Epoch [96][2460/3134] lr: 0.00010, eta: 2:08:22, time: 0.572, data_time: 0.000, memory: 8339, top1_acc: 0.5594, top5_acc: 0.8281, loss_cls: 1.7708, loss: 1.7708 2020-06-18 19:59:08,154 - mmaction - INFO - Epoch [96][2480/3134] lr: 0.00010, eta: 2:08:11, time: 1.536, data_time: 0.003, memory: 8339, top1_acc: 0.5281, top5_acc: 0.8000, loss_cls: 1.9542, loss: 1.9542 2020-06-18 19:59:19,511 - mmaction - INFO - Epoch [96][2500/3134] lr: 0.00010, eta: 2:08:00, time: 0.569, data_time: 0.002, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7531, loss_cls: 2.0243, loss: 2.0243 2020-06-18 19:59:31,009 - mmaction - INFO - Epoch [96][2520/3134] lr: 0.00010, eta: 2:07:48, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.6031, top5_acc: 0.8031, loss_cls: 1.7206, loss: 1.7206 2020-06-18 19:59:42,492 - mmaction - INFO - Epoch [96][2540/3134] lr: 0.00010, eta: 2:07:36, time: 0.574, data_time: 0.004, memory: 8339, top1_acc: 0.5563, top5_acc: 0.8094, loss_cls: 1.8343, loss: 1.8343 2020-06-18 19:59:54,082 - mmaction - INFO - Epoch [96][2560/3134] lr: 0.00010, eta: 2:07:25, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7875, loss_cls: 1.9499, loss: 1.9499 2020-06-18 20:00:06,917 - mmaction - INFO - Epoch [96][2580/3134] lr: 0.00010, eta: 2:07:13, time: 0.642, data_time: 0.002, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7750, loss_cls: 1.9888, loss: 1.9888 2020-06-18 20:00:18,729 - mmaction - INFO - Epoch [96][2600/3134] lr: 0.00010, eta: 2:07:01, time: 0.592, data_time: 0.003, memory: 8339, top1_acc: 0.5625, top5_acc: 0.8344, loss_cls: 1.7398, loss: 1.7398 2020-06-18 20:00:30,446 - mmaction - INFO - Epoch [96][2620/3134] lr: 0.00010, eta: 2:06:50, time: 0.586, data_time: 0.001, memory: 8339, top1_acc: 0.6062, top5_acc: 0.8031, loss_cls: 1.7236, loss: 1.7236 2020-06-18 20:00:41,934 - mmaction - INFO - Epoch [96][2640/3134] lr: 0.00010, eta: 2:06:38, time: 0.571, data_time: 0.002, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7688, loss_cls: 1.9329, loss: 1.9329 2020-06-18 20:00:53,388 - mmaction - INFO - Epoch [96][2660/3134] lr: 0.00010, eta: 2:06:26, time: 0.575, data_time: 0.004, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7969, loss_cls: 1.9714, loss: 1.9714 2020-06-18 20:01:04,933 - mmaction - INFO - Epoch [96][2680/3134] lr: 0.00010, eta: 2:06:15, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7844, loss_cls: 1.9555, loss: 1.9555 2020-06-18 20:01:16,402 - mmaction - INFO - Epoch [96][2700/3134] lr: 0.00010, eta: 2:06:03, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7969, loss_cls: 1.8231, loss: 1.8231 2020-06-18 20:01:27,864 - mmaction - INFO - Epoch [96][2720/3134] lr: 0.00010, eta: 2:05:51, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5813, top5_acc: 0.7969, loss_cls: 1.8014, loss: 1.8014 2020-06-18 20:01:39,388 - mmaction - INFO - Epoch [96][2740/3134] lr: 0.00010, eta: 2:05:40, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5563, top5_acc: 0.8000, loss_cls: 1.9306, loss: 1.9306 2020-06-18 20:01:50,978 - mmaction - INFO - Epoch [96][2760/3134] lr: 0.00010, eta: 2:05:28, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5656, top5_acc: 0.8187, loss_cls: 1.7859, loss: 1.7859 2020-06-18 20:02:02,405 - mmaction - INFO - Epoch [96][2780/3134] lr: 0.00010, eta: 2:05:16, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.5469, top5_acc: 0.8125, loss_cls: 1.8465, loss: 1.8465 2020-06-18 20:02:13,866 - mmaction - INFO - Epoch [96][2800/3134] lr: 0.00010, eta: 2:05:05, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7656, loss_cls: 2.0475, loss: 2.0475 2020-06-18 20:02:25,445 - mmaction - INFO - Epoch [96][2820/3134] lr: 0.00010, eta: 2:04:53, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7937, loss_cls: 1.8241, loss: 1.8241 2020-06-18 20:02:36,971 - mmaction - INFO - Epoch [96][2840/3134] lr: 0.00010, eta: 2:04:41, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7969, loss_cls: 1.8306, loss: 1.8306 2020-06-18 20:02:48,507 - mmaction - INFO - Epoch [96][2860/3134] lr: 0.00010, eta: 2:04:30, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7844, loss_cls: 1.9122, loss: 1.9122 2020-06-18 20:03:00,109 - mmaction - INFO - Epoch [96][2880/3134] lr: 0.00010, eta: 2:04:18, time: 0.580, data_time: 0.001, memory: 8339, top1_acc: 0.5500, top5_acc: 0.8187, loss_cls: 1.8000, loss: 1.8000 2020-06-18 20:03:11,642 - mmaction - INFO - Epoch [96][2900/3134] lr: 0.00010, eta: 2:04:06, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5563, top5_acc: 0.8344, loss_cls: 1.7288, loss: 1.7288 2020-06-18 20:03:23,165 - mmaction - INFO - Epoch [96][2920/3134] lr: 0.00010, eta: 2:03:55, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5469, top5_acc: 0.8094, loss_cls: 1.8193, loss: 1.8193 2020-06-18 20:03:34,764 - mmaction - INFO - Epoch [96][2940/3134] lr: 0.00010, eta: 2:03:43, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5719, top5_acc: 0.8156, loss_cls: 1.8074, loss: 1.8074 2020-06-18 20:03:46,229 - mmaction - INFO - Epoch [96][2960/3134] lr: 0.00010, eta: 2:03:31, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7781, loss_cls: 1.9429, loss: 1.9429 2020-06-18 20:03:57,775 - mmaction - INFO - Epoch [96][2980/3134] lr: 0.00010, eta: 2:03:20, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7656, loss_cls: 1.9269, loss: 1.9269 2020-06-18 20:04:09,383 - mmaction - INFO - Epoch [96][3000/3134] lr: 0.00010, eta: 2:03:08, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7625, loss_cls: 2.0353, loss: 2.0353 2020-06-18 20:04:20,904 - mmaction - INFO - Epoch [96][3020/3134] lr: 0.00010, eta: 2:02:56, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5656, top5_acc: 0.8063, loss_cls: 1.7641, loss: 1.7641 2020-06-18 20:04:32,436 - mmaction - INFO - Epoch [96][3040/3134] lr: 0.00010, eta: 2:02:45, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7844, loss_cls: 1.8853, loss: 1.8853 2020-06-18 20:04:43,869 - mmaction - INFO - Epoch [96][3060/3134] lr: 0.00010, eta: 2:02:33, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7531, loss_cls: 2.1131, loss: 2.1131 2020-06-18 20:04:55,443 - mmaction - INFO - Epoch [96][3080/3134] lr: 0.00010, eta: 2:02:21, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7875, loss_cls: 1.9339, loss: 1.9339 2020-06-18 20:05:06,943 - mmaction - INFO - Epoch [96][3100/3134] lr: 0.00010, eta: 2:02:10, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 2.0120, loss: 2.0120 2020-06-18 20:05:18,369 - mmaction - INFO - Epoch [96][3120/3134] lr: 0.00010, eta: 2:01:58, time: 0.572, data_time: 0.002, memory: 8339, top1_acc: 0.5813, top5_acc: 0.8156, loss_cls: 1.7609, loss: 1.7609 2020-06-18 20:05:58,677 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-18 20:05:59,937 - mmaction - INFO - top1_acc 0.2817 top5_acc 0.5293 2020-06-18 20:05:59,954 - mmaction - INFO - Epoch [96][3134/3134] lr: 0.00010, top1_acc: 0.2817, top5_acc: 0.5293 2020-06-18 20:06:15,089 - mmaction - INFO - Epoch [97][20/3134] lr: 0.00010, eta: 2:01:38, time: 0.756, data_time: 0.184, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7438, loss_cls: 2.1493, loss: 2.1493 2020-06-18 20:06:26,610 - mmaction - INFO - Epoch [97][40/3134] lr: 0.00010, eta: 2:01:26, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7625, loss_cls: 1.9401, loss: 1.9401 2020-06-18 20:06:38,103 - mmaction - INFO - Epoch [97][60/3134] lr: 0.00010, eta: 2:01:15, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.8063, loss_cls: 1.9878, loss: 1.9878 2020-06-18 20:06:49,564 - mmaction - INFO - Epoch [97][80/3134] lr: 0.00010, eta: 2:01:03, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7469, loss_cls: 2.1020, loss: 2.1020 2020-06-18 20:07:01,088 - mmaction - INFO - Epoch [97][100/3134] lr: 0.00010, eta: 2:00:51, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5813, top5_acc: 0.8313, loss_cls: 1.7268, loss: 1.7268 2020-06-18 20:07:12,598 - mmaction - INFO - Epoch [97][120/3134] lr: 0.00010, eta: 2:00:40, time: 0.578, data_time: 0.004, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7969, loss_cls: 1.9475, loss: 1.9475 2020-06-18 20:07:24,076 - mmaction - INFO - Epoch [97][140/3134] lr: 0.00010, eta: 2:00:28, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 2.0953, loss: 2.0953 2020-06-18 20:07:35,640 - mmaction - INFO - Epoch [97][160/3134] lr: 0.00010, eta: 2:00:16, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7594, loss_cls: 1.9076, loss: 1.9076 2020-06-18 20:07:47,200 - mmaction - INFO - Epoch [97][180/3134] lr: 0.00010, eta: 2:00:05, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5531, top5_acc: 0.8094, loss_cls: 1.7713, loss: 1.7713 2020-06-18 20:07:58,767 - mmaction - INFO - Epoch [97][200/3134] lr: 0.00010, eta: 1:59:53, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7844, loss_cls: 1.9326, loss: 1.9326 2020-06-18 20:08:10,393 - mmaction - INFO - Epoch [97][220/3134] lr: 0.00010, eta: 1:59:41, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5687, top5_acc: 0.7937, loss_cls: 1.8384, loss: 1.8384 2020-06-18 20:08:22,022 - mmaction - INFO - Epoch [97][240/3134] lr: 0.00010, eta: 1:59:30, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7781, loss_cls: 1.9484, loss: 1.9484 2020-06-18 20:08:33,509 - mmaction - INFO - Epoch [97][260/3134] lr: 0.00010, eta: 1:59:18, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7562, loss_cls: 2.0197, loss: 2.0197 2020-06-18 20:08:45,072 - mmaction - INFO - Epoch [97][280/3134] lr: 0.00010, eta: 1:59:06, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.5406, top5_acc: 0.8125, loss_cls: 1.8541, loss: 1.8541 2020-06-18 20:08:56,618 - mmaction - INFO - Epoch [97][300/3134] lr: 0.00010, eta: 1:58:55, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5656, top5_acc: 0.8250, loss_cls: 1.7877, loss: 1.7877 2020-06-18 20:09:08,141 - mmaction - INFO - Epoch [97][320/3134] lr: 0.00010, eta: 1:58:43, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7906, loss_cls: 1.9313, loss: 1.9313 2020-06-18 20:09:19,705 - mmaction - INFO - Epoch [97][340/3134] lr: 0.00010, eta: 1:58:31, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7906, loss_cls: 1.8725, loss: 1.8725 2020-06-18 20:09:31,314 - mmaction - INFO - Epoch [97][360/3134] lr: 0.00010, eta: 1:58:20, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5625, top5_acc: 0.8031, loss_cls: 1.8498, loss: 1.8498 2020-06-18 20:09:42,873 - mmaction - INFO - Epoch [97][380/3134] lr: 0.00010, eta: 1:58:08, time: 0.578, data_time: 0.004, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7531, loss_cls: 2.0731, loss: 2.0731 2020-06-18 20:09:54,426 - mmaction - INFO - Epoch [97][400/3134] lr: 0.00010, eta: 1:57:56, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5875, top5_acc: 0.8375, loss_cls: 1.7212, loss: 1.7212 2020-06-18 20:10:05,989 - mmaction - INFO - Epoch [97][420/3134] lr: 0.00010, eta: 1:57:45, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7969, loss_cls: 1.8149, loss: 1.8149 2020-06-18 20:10:17,486 - mmaction - INFO - Epoch [97][440/3134] lr: 0.00010, eta: 1:57:33, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.5188, top5_acc: 0.8000, loss_cls: 1.9796, loss: 1.9796 2020-06-18 20:10:29,080 - mmaction - INFO - Epoch [97][460/3134] lr: 0.00010, eta: 1:57:21, time: 0.579, data_time: 0.000, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7844, loss_cls: 1.9100, loss: 1.9100 2020-06-18 20:10:40,604 - mmaction - INFO - Epoch [97][480/3134] lr: 0.00010, eta: 1:57:10, time: 0.576, data_time: 0.004, memory: 8339, top1_acc: 0.5938, top5_acc: 0.8281, loss_cls: 1.7348, loss: 1.7348 2020-06-18 20:10:52,121 - mmaction - INFO - Epoch [97][500/3134] lr: 0.00010, eta: 1:56:58, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7719, loss_cls: 1.9568, loss: 1.9568 2020-06-18 20:11:03,588 - mmaction - INFO - Epoch [97][520/3134] lr: 0.00010, eta: 1:56:46, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7656, loss_cls: 1.8628, loss: 1.8628 2020-06-18 20:11:15,050 - mmaction - INFO - Epoch [97][540/3134] lr: 0.00010, eta: 1:56:35, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5875, top5_acc: 0.8187, loss_cls: 1.8083, loss: 1.8083 2020-06-18 20:11:26,695 - mmaction - INFO - Epoch [97][560/3134] lr: 0.00010, eta: 1:56:23, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7812, loss_cls: 1.8854, loss: 1.8854 2020-06-18 20:11:38,192 - mmaction - INFO - Epoch [97][580/3134] lr: 0.00010, eta: 1:56:11, time: 0.577, data_time: 0.004, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7812, loss_cls: 1.9738, loss: 1.9738 2020-06-18 20:11:49,715 - mmaction - INFO - Epoch [97][600/3134] lr: 0.00010, eta: 1:56:00, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7937, loss_cls: 1.8041, loss: 1.8041 2020-06-18 20:12:01,236 - mmaction - INFO - Epoch [97][620/3134] lr: 0.00010, eta: 1:55:48, time: 0.576, data_time: 0.005, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7781, loss_cls: 1.8720, loss: 1.8720 2020-06-18 20:12:12,794 - mmaction - INFO - Epoch [97][640/3134] lr: 0.00010, eta: 1:55:36, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7812, loss_cls: 1.8494, loss: 1.8494 2020-06-18 20:12:24,355 - mmaction - INFO - Epoch [97][660/3134] lr: 0.00010, eta: 1:55:25, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.5750, top5_acc: 0.8031, loss_cls: 1.8161, loss: 1.8161 2020-06-18 20:12:35,829 - mmaction - INFO - Epoch [97][680/3134] lr: 0.00010, eta: 1:55:13, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.5687, top5_acc: 0.8000, loss_cls: 1.7614, loss: 1.7614 2020-06-18 20:12:47,386 - mmaction - INFO - Epoch [97][700/3134] lr: 0.00010, eta: 1:55:01, time: 0.576, data_time: 0.000, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7719, loss_cls: 1.8865, loss: 1.8865 2020-06-18 20:12:58,888 - mmaction - INFO - Epoch [97][720/3134] lr: 0.00010, eta: 1:54:50, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.8063, loss_cls: 2.0057, loss: 2.0057 2020-06-18 20:13:10,460 - mmaction - INFO - Epoch [97][740/3134] lr: 0.00010, eta: 1:54:38, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7937, loss_cls: 1.8801, loss: 1.8801 2020-06-18 20:13:21,989 - mmaction - INFO - Epoch [97][760/3134] lr: 0.00010, eta: 1:54:26, time: 0.576, data_time: 0.000, memory: 8339, top1_acc: 0.5875, top5_acc: 0.7719, loss_cls: 1.8011, loss: 1.8011 2020-06-18 20:13:33,488 - mmaction - INFO - Epoch [97][780/3134] lr: 0.00010, eta: 1:54:15, time: 0.572, data_time: 0.003, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7750, loss_cls: 1.9325, loss: 1.9325 2020-06-18 20:13:44,982 - mmaction - INFO - Epoch [97][800/3134] lr: 0.00010, eta: 1:54:03, time: 0.577, data_time: 0.004, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7937, loss_cls: 1.8663, loss: 1.8663 2020-06-18 20:13:56,479 - mmaction - INFO - Epoch [97][820/3134] lr: 0.00010, eta: 1:53:51, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.5750, top5_acc: 0.8406, loss_cls: 1.7281, loss: 1.7281 2020-06-18 20:14:08,036 - mmaction - INFO - Epoch [97][840/3134] lr: 0.00010, eta: 1:53:40, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7594, loss_cls: 2.0434, loss: 2.0434 2020-06-18 20:14:19,545 - mmaction - INFO - Epoch [97][860/3134] lr: 0.00010, eta: 1:53:28, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7562, loss_cls: 2.0503, loss: 2.0503 2020-06-18 20:14:31,091 - mmaction - INFO - Epoch [97][880/3134] lr: 0.00010, eta: 1:53:16, time: 0.579, data_time: 0.004, memory: 8339, top1_acc: 0.5656, top5_acc: 0.8187, loss_cls: 1.8069, loss: 1.8069 2020-06-18 20:14:42,633 - mmaction - INFO - Epoch [97][900/3134] lr: 0.00010, eta: 1:53:05, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.5281, top5_acc: 0.8125, loss_cls: 1.8924, loss: 1.8924 2020-06-18 20:14:54,242 - mmaction - INFO - Epoch [97][920/3134] lr: 0.00010, eta: 1:52:53, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.5687, top5_acc: 0.7969, loss_cls: 1.7581, loss: 1.7581 2020-06-18 20:15:05,704 - mmaction - INFO - Epoch [97][940/3134] lr: 0.00010, eta: 1:52:41, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5625, top5_acc: 0.8125, loss_cls: 1.8348, loss: 1.8348 2020-06-18 20:15:17,242 - mmaction - INFO - Epoch [97][960/3134] lr: 0.00010, eta: 1:52:30, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7937, loss_cls: 1.8491, loss: 1.8491 2020-06-18 20:15:28,843 - mmaction - INFO - Epoch [97][980/3134] lr: 0.00010, eta: 1:52:18, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7906, loss_cls: 1.9004, loss: 1.9004 2020-06-18 20:15:40,354 - mmaction - INFO - Epoch [97][1000/3134] lr: 0.00010, eta: 1:52:06, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5969, top5_acc: 0.8219, loss_cls: 1.7140, loss: 1.7140 2020-06-18 20:15:51,808 - mmaction - INFO - Epoch [97][1020/3134] lr: 0.00010, eta: 1:51:55, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7562, loss_cls: 2.0265, loss: 2.0265 2020-06-18 20:16:03,272 - mmaction - INFO - Epoch [97][1040/3134] lr: 0.00010, eta: 1:51:43, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7781, loss_cls: 2.0019, loss: 2.0019 2020-06-18 20:16:14,805 - mmaction - INFO - Epoch [97][1060/3134] lr: 0.00010, eta: 1:51:31, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7812, loss_cls: 2.0303, loss: 2.0303 2020-06-18 20:16:26,323 - mmaction - INFO - Epoch [97][1080/3134] lr: 0.00010, eta: 1:51:20, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.5687, top5_acc: 0.8125, loss_cls: 1.7936, loss: 1.7936 2020-06-18 20:16:37,889 - mmaction - INFO - Epoch [97][1100/3134] lr: 0.00010, eta: 1:51:08, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7656, loss_cls: 1.9488, loss: 1.9488 2020-06-18 20:16:49,417 - mmaction - INFO - Epoch [97][1120/3134] lr: 0.00010, eta: 1:50:56, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5719, top5_acc: 0.8031, loss_cls: 1.8141, loss: 1.8141 2020-06-18 20:17:00,870 - mmaction - INFO - Epoch [97][1140/3134] lr: 0.00010, eta: 1:50:45, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5719, top5_acc: 0.8094, loss_cls: 1.8041, loss: 1.8041 2020-06-18 20:17:12,432 - mmaction - INFO - Epoch [97][1160/3134] lr: 0.00010, eta: 1:50:33, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5938, top5_acc: 0.8031, loss_cls: 1.7661, loss: 1.7661 2020-06-18 20:17:23,979 - mmaction - INFO - Epoch [97][1180/3134] lr: 0.00010, eta: 1:50:21, time: 0.580, data_time: 0.004, memory: 8339, top1_acc: 0.5563, top5_acc: 0.8063, loss_cls: 1.8175, loss: 1.8175 2020-06-18 20:17:35,419 - mmaction - INFO - Epoch [97][1200/3134] lr: 0.00010, eta: 1:50:10, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5219, top5_acc: 0.8000, loss_cls: 1.9216, loss: 1.9216 2020-06-18 20:17:46,959 - mmaction - INFO - Epoch [97][1220/3134] lr: 0.00010, eta: 1:49:58, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7781, loss_cls: 2.0328, loss: 2.0328 2020-06-18 20:17:58,580 - mmaction - INFO - Epoch [97][1240/3134] lr: 0.00010, eta: 1:49:46, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5781, top5_acc: 0.7844, loss_cls: 1.8896, loss: 1.8896 2020-06-18 20:18:10,095 - mmaction - INFO - Epoch [97][1260/3134] lr: 0.00010, eta: 1:49:35, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7594, loss_cls: 2.0359, loss: 2.0359 2020-06-18 20:18:21,605 - mmaction - INFO - Epoch [97][1280/3134] lr: 0.00010, eta: 1:49:23, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5719, top5_acc: 0.7937, loss_cls: 1.8740, loss: 1.8740 2020-06-18 20:18:33,112 - mmaction - INFO - Epoch [97][1300/3134] lr: 0.00010, eta: 1:49:11, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7906, loss_cls: 1.8061, loss: 1.8061 2020-06-18 20:18:44,569 - mmaction - INFO - Epoch [97][1320/3134] lr: 0.00010, eta: 1:49:00, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7781, loss_cls: 1.9612, loss: 1.9612 2020-06-18 20:18:56,192 - mmaction - INFO - Epoch [97][1340/3134] lr: 0.00010, eta: 1:48:48, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7625, loss_cls: 1.8930, loss: 1.8930 2020-06-18 20:19:07,771 - mmaction - INFO - Epoch [97][1360/3134] lr: 0.00010, eta: 1:48:36, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5437, top5_acc: 0.8031, loss_cls: 1.9264, loss: 1.9264 2020-06-18 20:19:19,278 - mmaction - INFO - Epoch [97][1380/3134] lr: 0.00010, eta: 1:48:25, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5625, top5_acc: 0.8250, loss_cls: 1.7575, loss: 1.7575 2020-06-18 20:19:30,867 - mmaction - INFO - Epoch [97][1400/3134] lr: 0.00010, eta: 1:48:13, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5750, top5_acc: 0.7750, loss_cls: 1.9152, loss: 1.9152 2020-06-18 20:19:42,399 - mmaction - INFO - Epoch [97][1420/3134] lr: 0.00010, eta: 1:48:01, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5813, top5_acc: 0.7812, loss_cls: 1.8232, loss: 1.8232 2020-06-18 20:19:53,847 - mmaction - INFO - Epoch [97][1440/3134] lr: 0.00010, eta: 1:47:50, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5687, top5_acc: 0.7719, loss_cls: 1.8983, loss: 1.8983 2020-06-18 20:20:05,481 - mmaction - INFO - Epoch [97][1460/3134] lr: 0.00010, eta: 1:47:38, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7625, loss_cls: 1.9806, loss: 1.9806 2020-06-18 20:20:17,104 - mmaction - INFO - Epoch [97][1480/3134] lr: 0.00010, eta: 1:47:26, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5781, top5_acc: 0.8125, loss_cls: 1.7670, loss: 1.7670 2020-06-18 20:20:28,587 - mmaction - INFO - Epoch [97][1500/3134] lr: 0.00010, eta: 1:47:15, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7844, loss_cls: 1.9509, loss: 1.9509 2020-06-18 20:20:40,108 - mmaction - INFO - Epoch [97][1520/3134] lr: 0.00010, eta: 1:47:03, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7688, loss_cls: 1.9666, loss: 1.9666 2020-06-18 20:20:51,662 - mmaction - INFO - Epoch [97][1540/3134] lr: 0.00010, eta: 1:46:51, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.8031, loss_cls: 1.8313, loss: 1.8313 2020-06-18 20:21:03,165 - mmaction - INFO - Epoch [97][1560/3134] lr: 0.00010, eta: 1:46:40, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7906, loss_cls: 2.0084, loss: 2.0084 2020-06-18 20:21:14,697 - mmaction - INFO - Epoch [97][1580/3134] lr: 0.00010, eta: 1:46:28, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5469, top5_acc: 0.8187, loss_cls: 1.8590, loss: 1.8590 2020-06-18 20:21:26,298 - mmaction - INFO - Epoch [97][1600/3134] lr: 0.00010, eta: 1:46:16, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5500, top5_acc: 0.8125, loss_cls: 1.8251, loss: 1.8251 2020-06-18 20:21:37,861 - mmaction - INFO - Epoch [97][1620/3134] lr: 0.00010, eta: 1:46:05, time: 0.578, data_time: 0.006, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7875, loss_cls: 1.9044, loss: 1.9044 2020-06-18 20:21:49,321 - mmaction - INFO - Epoch [97][1640/3134] lr: 0.00010, eta: 1:45:53, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5563, top5_acc: 0.8031, loss_cls: 1.8347, loss: 1.8347 2020-06-18 20:22:00,807 - mmaction - INFO - Epoch [97][1660/3134] lr: 0.00010, eta: 1:45:41, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7719, loss_cls: 1.9676, loss: 1.9676 2020-06-18 20:22:12,371 - mmaction - INFO - Epoch [97][1680/3134] lr: 0.00010, eta: 1:45:30, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7781, loss_cls: 1.8332, loss: 1.8332 2020-06-18 20:22:23,781 - mmaction - INFO - Epoch [97][1700/3134] lr: 0.00010, eta: 1:45:18, time: 0.570, data_time: 0.001, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7625, loss_cls: 2.0106, loss: 2.0106 2020-06-18 20:22:35,302 - mmaction - INFO - Epoch [97][1720/3134] lr: 0.00010, eta: 1:45:06, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7781, loss_cls: 2.0279, loss: 2.0279 2020-06-18 20:22:46,834 - mmaction - INFO - Epoch [97][1740/3134] lr: 0.00010, eta: 1:44:55, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.5906, top5_acc: 0.8063, loss_cls: 1.7680, loss: 1.7680 2020-06-18 20:22:58,308 - mmaction - INFO - Epoch [97][1760/3134] lr: 0.00010, eta: 1:44:43, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5781, top5_acc: 0.7844, loss_cls: 1.7793, loss: 1.7793 2020-06-18 20:23:09,874 - mmaction - INFO - Epoch [97][1780/3134] lr: 0.00010, eta: 1:44:31, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7594, loss_cls: 1.9763, loss: 1.9763 2020-06-18 20:23:21,396 - mmaction - INFO - Epoch [97][1800/3134] lr: 0.00010, eta: 1:44:20, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7312, loss_cls: 2.0459, loss: 2.0459 2020-06-18 20:23:32,891 - mmaction - INFO - Epoch [97][1820/3134] lr: 0.00010, eta: 1:44:08, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5781, top5_acc: 0.7937, loss_cls: 1.8210, loss: 1.8210 2020-06-18 20:23:44,489 - mmaction - INFO - Epoch [97][1840/3134] lr: 0.00010, eta: 1:43:56, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7875, loss_cls: 1.8804, loss: 1.8804 2020-06-18 20:23:55,878 - mmaction - INFO - Epoch [97][1860/3134] lr: 0.00010, eta: 1:43:45, time: 0.570, data_time: 0.002, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7875, loss_cls: 1.8626, loss: 1.8626 2020-06-18 20:24:07,314 - mmaction - INFO - Epoch [97][1880/3134] lr: 0.00010, eta: 1:43:33, time: 0.571, data_time: 0.003, memory: 8339, top1_acc: 0.5719, top5_acc: 0.8219, loss_cls: 1.6768, loss: 1.6768 2020-06-18 20:24:18,795 - mmaction - INFO - Epoch [97][1900/3134] lr: 0.00010, eta: 1:43:21, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7688, loss_cls: 1.9645, loss: 1.9645 2020-06-18 20:24:30,353 - mmaction - INFO - Epoch [97][1920/3134] lr: 0.00010, eta: 1:43:10, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.5813, top5_acc: 0.8313, loss_cls: 1.7406, loss: 1.7406 2020-06-18 20:24:41,855 - mmaction - INFO - Epoch [97][1940/3134] lr: 0.00010, eta: 1:42:58, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.5719, top5_acc: 0.8063, loss_cls: 1.7618, loss: 1.7618 2020-06-18 20:24:53,297 - mmaction - INFO - Epoch [97][1960/3134] lr: 0.00010, eta: 1:42:46, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5563, top5_acc: 0.8250, loss_cls: 1.8301, loss: 1.8301 2020-06-18 20:25:04,822 - mmaction - INFO - Epoch [97][1980/3134] lr: 0.00010, eta: 1:42:35, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5469, top5_acc: 0.8156, loss_cls: 1.8457, loss: 1.8457 2020-06-18 20:25:16,356 - mmaction - INFO - Epoch [97][2000/3134] lr: 0.00010, eta: 1:42:23, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.5344, top5_acc: 0.8219, loss_cls: 1.8071, loss: 1.8071 2020-06-18 20:25:27,861 - mmaction - INFO - Epoch [97][2020/3134] lr: 0.00010, eta: 1:42:11, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5437, top5_acc: 0.8000, loss_cls: 1.9118, loss: 1.9118 2020-06-18 20:25:39,458 - mmaction - INFO - Epoch [97][2040/3134] lr: 0.00010, eta: 1:42:00, time: 0.579, data_time: 0.004, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7812, loss_cls: 1.9801, loss: 1.9801 2020-06-18 20:25:51,002 - mmaction - INFO - Epoch [97][2060/3134] lr: 0.00010, eta: 1:41:48, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7969, loss_cls: 1.9357, loss: 1.9357 2020-06-18 20:26:02,446 - mmaction - INFO - Epoch [97][2080/3134] lr: 0.00010, eta: 1:41:36, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7844, loss_cls: 1.9026, loss: 1.9026 2020-06-18 20:26:13,938 - mmaction - INFO - Epoch [97][2100/3134] lr: 0.00010, eta: 1:41:25, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7969, loss_cls: 1.9640, loss: 1.9640 2020-06-18 20:26:25,399 - mmaction - INFO - Epoch [97][2120/3134] lr: 0.00010, eta: 1:41:13, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5594, top5_acc: 0.8562, loss_cls: 1.6697, loss: 1.6697 2020-06-18 20:26:36,986 - mmaction - INFO - Epoch [97][2140/3134] lr: 0.00010, eta: 1:41:01, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5656, top5_acc: 0.8344, loss_cls: 1.7119, loss: 1.7119 2020-06-18 20:26:48,484 - mmaction - INFO - Epoch [97][2160/3134] lr: 0.00010, eta: 1:40:50, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7531, loss_cls: 2.0528, loss: 2.0528 2020-06-18 20:27:00,005 - mmaction - INFO - Epoch [97][2180/3134] lr: 0.00010, eta: 1:40:38, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7656, loss_cls: 1.9516, loss: 1.9516 2020-06-18 20:27:11,456 - mmaction - INFO - Epoch [97][2200/3134] lr: 0.00010, eta: 1:40:26, time: 0.572, data_time: 0.003, memory: 8339, top1_acc: 0.5531, top5_acc: 0.8438, loss_cls: 1.8189, loss: 1.8189 2020-06-18 20:27:22,938 - mmaction - INFO - Epoch [97][2220/3134] lr: 0.00010, eta: 1:40:15, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5437, top5_acc: 0.8250, loss_cls: 1.8032, loss: 1.8032 2020-06-18 20:27:34,463 - mmaction - INFO - Epoch [97][2240/3134] lr: 0.00010, eta: 1:40:03, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7844, loss_cls: 1.8843, loss: 1.8843 2020-06-18 20:27:45,867 - mmaction - INFO - Epoch [97][2260/3134] lr: 0.00010, eta: 1:39:51, time: 0.571, data_time: 0.002, memory: 8339, top1_acc: 0.5906, top5_acc: 0.8000, loss_cls: 1.7235, loss: 1.7235 2020-06-18 20:27:57,288 - mmaction - INFO - Epoch [97][2280/3134] lr: 0.00010, eta: 1:39:40, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7906, loss_cls: 1.8904, loss: 1.8904 2020-06-18 20:28:08,727 - mmaction - INFO - Epoch [97][2300/3134] lr: 0.00010, eta: 1:39:28, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7969, loss_cls: 1.9079, loss: 1.9079 2020-06-18 20:28:20,182 - mmaction - INFO - Epoch [97][2320/3134] lr: 0.00010, eta: 1:39:16, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7469, loss_cls: 2.0790, loss: 2.0790 2020-06-18 20:28:31,617 - mmaction - INFO - Epoch [97][2340/3134] lr: 0.00010, eta: 1:39:05, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7937, loss_cls: 1.8504, loss: 1.8504 2020-06-18 20:28:43,170 - mmaction - INFO - Epoch [97][2360/3134] lr: 0.00010, eta: 1:38:53, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5531, top5_acc: 0.8094, loss_cls: 1.8264, loss: 1.8264 2020-06-18 20:28:54,690 - mmaction - INFO - Epoch [97][2380/3134] lr: 0.00010, eta: 1:38:41, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7625, loss_cls: 2.0454, loss: 2.0454 2020-06-18 20:29:06,243 - mmaction - INFO - Epoch [97][2400/3134] lr: 0.00010, eta: 1:38:30, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7719, loss_cls: 1.8863, loss: 1.8863 2020-06-18 20:29:17,753 - mmaction - INFO - Epoch [97][2420/3134] lr: 0.00010, eta: 1:38:18, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7875, loss_cls: 1.9656, loss: 1.9656 2020-06-18 20:29:29,283 - mmaction - INFO - Epoch [97][2440/3134] lr: 0.00010, eta: 1:38:06, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5406, top5_acc: 0.8031, loss_cls: 1.8270, loss: 1.8270 2020-06-18 20:29:40,864 - mmaction - INFO - Epoch [97][2460/3134] lr: 0.00010, eta: 1:37:55, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7406, loss_cls: 2.0987, loss: 2.0987 2020-06-18 20:29:52,302 - mmaction - INFO - Epoch [97][2480/3134] lr: 0.00010, eta: 1:37:43, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7688, loss_cls: 2.0699, loss: 2.0699 2020-06-18 20:30:03,877 - mmaction - INFO - Epoch [97][2500/3134] lr: 0.00010, eta: 1:37:31, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5813, top5_acc: 0.7656, loss_cls: 1.9609, loss: 1.9609 2020-06-18 20:30:15,341 - mmaction - INFO - Epoch [97][2520/3134] lr: 0.00010, eta: 1:37:20, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5531, top5_acc: 0.8094, loss_cls: 1.8529, loss: 1.8529 2020-06-18 20:30:26,767 - mmaction - INFO - Epoch [97][2540/3134] lr: 0.00010, eta: 1:37:08, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7625, loss_cls: 2.0218, loss: 2.0218 2020-06-18 20:30:38,233 - mmaction - INFO - Epoch [97][2560/3134] lr: 0.00010, eta: 1:36:56, time: 0.573, data_time: 0.004, memory: 8339, top1_acc: 0.5750, top5_acc: 0.8000, loss_cls: 1.7232, loss: 1.7232 2020-06-18 20:30:49,794 - mmaction - INFO - Epoch [97][2580/3134] lr: 0.00010, eta: 1:36:45, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7906, loss_cls: 1.9636, loss: 1.9636 2020-06-18 20:31:01,272 - mmaction - INFO - Epoch [97][2600/3134] lr: 0.00010, eta: 1:36:33, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7781, loss_cls: 1.8876, loss: 1.8876 2020-06-18 20:31:12,753 - mmaction - INFO - Epoch [97][2620/3134] lr: 0.00010, eta: 1:36:21, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.6000, top5_acc: 0.8187, loss_cls: 1.7470, loss: 1.7470 2020-06-18 20:31:24,293 - mmaction - INFO - Epoch [97][2640/3134] lr: 0.00010, eta: 1:36:10, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7906, loss_cls: 1.8263, loss: 1.8263 2020-06-18 20:31:35,733 - mmaction - INFO - Epoch [97][2660/3134] lr: 0.00010, eta: 1:35:58, time: 0.574, data_time: 0.004, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7719, loss_cls: 2.0276, loss: 2.0276 2020-06-18 20:31:47,172 - mmaction - INFO - Epoch [97][2680/3134] lr: 0.00010, eta: 1:35:46, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.5563, top5_acc: 0.8187, loss_cls: 1.8402, loss: 1.8402 2020-06-18 20:31:58,636 - mmaction - INFO - Epoch [97][2700/3134] lr: 0.00010, eta: 1:35:35, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.6062, top5_acc: 0.8281, loss_cls: 1.6695, loss: 1.6695 2020-06-18 20:32:10,172 - mmaction - INFO - Epoch [97][2720/3134] lr: 0.00010, eta: 1:35:23, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5687, top5_acc: 0.7812, loss_cls: 1.8598, loss: 1.8598 2020-06-18 20:32:21,613 - mmaction - INFO - Epoch [97][2740/3134] lr: 0.00010, eta: 1:35:11, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.5500, top5_acc: 0.8000, loss_cls: 1.8112, loss: 1.8112 2020-06-18 20:32:33,141 - mmaction - INFO - Epoch [97][2760/3134] lr: 0.00010, eta: 1:35:00, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7688, loss_cls: 1.8879, loss: 1.8879 2020-06-18 20:32:44,578 - mmaction - INFO - Epoch [97][2780/3134] lr: 0.00010, eta: 1:34:48, time: 0.574, data_time: 0.004, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7562, loss_cls: 2.0507, loss: 2.0507 2020-06-18 20:32:56,053 - mmaction - INFO - Epoch [97][2800/3134] lr: 0.00010, eta: 1:34:36, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7906, loss_cls: 1.9363, loss: 1.9363 2020-06-18 20:33:07,476 - mmaction - INFO - Epoch [97][2820/3134] lr: 0.00010, eta: 1:34:25, time: 0.570, data_time: 0.002, memory: 8339, top1_acc: 0.5156, top5_acc: 0.8063, loss_cls: 1.9322, loss: 1.9322 2020-06-18 20:33:18,983 - mmaction - INFO - Epoch [97][2840/3134] lr: 0.00010, eta: 1:34:13, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.5781, top5_acc: 0.7719, loss_cls: 1.9140, loss: 1.9140 2020-06-18 20:33:30,452 - mmaction - INFO - Epoch [97][2860/3134] lr: 0.00010, eta: 1:34:01, time: 0.572, data_time: 0.003, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7937, loss_cls: 1.8844, loss: 1.8844 2020-06-18 20:33:41,982 - mmaction - INFO - Epoch [97][2880/3134] lr: 0.00010, eta: 1:33:50, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5687, top5_acc: 0.8156, loss_cls: 1.7572, loss: 1.7572 2020-06-18 20:33:53,497 - mmaction - INFO - Epoch [97][2900/3134] lr: 0.00010, eta: 1:33:38, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.5031, top5_acc: 0.8000, loss_cls: 1.9590, loss: 1.9590 2020-06-18 20:34:05,026 - mmaction - INFO - Epoch [97][2920/3134] lr: 0.00010, eta: 1:33:26, time: 0.572, data_time: 0.002, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7562, loss_cls: 2.0952, loss: 2.0952 2020-06-18 20:34:16,458 - mmaction - INFO - Epoch [97][2940/3134] lr: 0.00010, eta: 1:33:15, time: 0.576, data_time: 0.005, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7562, loss_cls: 2.0273, loss: 2.0273 2020-06-18 20:34:27,873 - mmaction - INFO - Epoch [97][2960/3134] lr: 0.00010, eta: 1:33:03, time: 0.570, data_time: 0.000, memory: 8339, top1_acc: 0.5687, top5_acc: 0.7969, loss_cls: 1.9490, loss: 1.9490 2020-06-18 20:34:39,461 - mmaction - INFO - Epoch [97][2980/3134] lr: 0.00010, eta: 1:32:51, time: 0.579, data_time: 0.004, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7781, loss_cls: 2.0523, loss: 2.0523 2020-06-18 20:34:50,999 - mmaction - INFO - Epoch [97][3000/3134] lr: 0.00010, eta: 1:32:40, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.5625, top5_acc: 0.8125, loss_cls: 1.8520, loss: 1.8520 2020-06-18 20:35:02,492 - mmaction - INFO - Epoch [97][3020/3134] lr: 0.00010, eta: 1:32:28, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7781, loss_cls: 1.9659, loss: 1.9659 2020-06-18 20:35:13,936 - mmaction - INFO - Epoch [97][3040/3134] lr: 0.00010, eta: 1:32:16, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7969, loss_cls: 1.9151, loss: 1.9151 2020-06-18 20:35:25,395 - mmaction - INFO - Epoch [97][3060/3134] lr: 0.00010, eta: 1:32:05, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7812, loss_cls: 1.9710, loss: 1.9710 2020-06-18 20:35:36,906 - mmaction - INFO - Epoch [97][3080/3134] lr: 0.00010, eta: 1:31:53, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7937, loss_cls: 1.9906, loss: 1.9906 2020-06-18 20:35:48,409 - mmaction - INFO - Epoch [97][3100/3134] lr: 0.00010, eta: 1:31:41, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.5250, top5_acc: 0.8000, loss_cls: 1.8119, loss: 1.8119 2020-06-18 20:35:59,809 - mmaction - INFO - Epoch [97][3120/3134] lr: 0.00010, eta: 1:31:30, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7812, loss_cls: 2.0154, loss: 2.0154 2020-06-18 20:36:34,729 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-18 20:36:35,987 - mmaction - INFO - top1_acc 0.2837 top5_acc 0.5293 2020-06-18 20:36:36,004 - mmaction - INFO - Epoch [97][3134/3134] lr: 0.00010, top1_acc: 0.2837, top5_acc: 0.5293 2020-06-18 20:36:51,256 - mmaction - INFO - Epoch [98][20/3134] lr: 0.00010, eta: 1:31:10, time: 0.761, data_time: 0.191, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7844, loss_cls: 1.9222, loss: 1.9222 2020-06-18 20:37:02,695 - mmaction - INFO - Epoch [98][40/3134] lr: 0.00010, eta: 1:30:58, time: 0.572, data_time: 0.004, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7781, loss_cls: 1.8979, loss: 1.8979 2020-06-18 20:37:14,166 - mmaction - INFO - Epoch [98][60/3134] lr: 0.00010, eta: 1:30:46, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7719, loss_cls: 1.9827, loss: 1.9827 2020-06-18 20:37:25,621 - mmaction - INFO - Epoch [98][80/3134] lr: 0.00010, eta: 1:30:35, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7562, loss_cls: 2.1883, loss: 2.1883 2020-06-18 20:37:37,217 - mmaction - INFO - Epoch [98][100/3134] lr: 0.00010, eta: 1:30:23, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7531, loss_cls: 2.0298, loss: 2.0298 2020-06-18 20:37:48,762 - mmaction - INFO - Epoch [98][120/3134] lr: 0.00010, eta: 1:30:11, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7688, loss_cls: 1.9114, loss: 1.9114 2020-06-18 20:38:00,291 - mmaction - INFO - Epoch [98][140/3134] lr: 0.00010, eta: 1:30:00, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7844, loss_cls: 1.9596, loss: 1.9596 2020-06-18 20:38:11,767 - mmaction - INFO - Epoch [98][160/3134] lr: 0.00010, eta: 1:29:48, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7781, loss_cls: 2.0060, loss: 2.0060 2020-06-18 20:38:23,374 - mmaction - INFO - Epoch [98][180/3134] lr: 0.00010, eta: 1:29:36, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7781, loss_cls: 2.0429, loss: 2.0429 2020-06-18 20:38:34,787 - mmaction - INFO - Epoch [98][200/3134] lr: 0.00010, eta: 1:29:25, time: 0.574, data_time: 0.004, memory: 8339, top1_acc: 0.5625, top5_acc: 0.8000, loss_cls: 1.8287, loss: 1.8287 2020-06-18 20:38:46,229 - mmaction - INFO - Epoch [98][220/3134] lr: 0.00010, eta: 1:29:13, time: 0.571, data_time: 0.000, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7844, loss_cls: 1.9336, loss: 1.9336 2020-06-18 20:38:57,641 - mmaction - INFO - Epoch [98][240/3134] lr: 0.00010, eta: 1:29:01, time: 0.571, data_time: 0.002, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7969, loss_cls: 1.9342, loss: 1.9342 2020-06-18 20:39:09,090 - mmaction - INFO - Epoch [98][260/3134] lr: 0.00010, eta: 1:28:50, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7906, loss_cls: 1.9365, loss: 1.9365 2020-06-18 20:39:20,596 - mmaction - INFO - Epoch [98][280/3134] lr: 0.00010, eta: 1:28:38, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7906, loss_cls: 1.8261, loss: 1.8261 2020-06-18 20:39:32,126 - mmaction - INFO - Epoch [98][300/3134] lr: 0.00010, eta: 1:28:26, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5531, top5_acc: 0.8125, loss_cls: 1.8553, loss: 1.8553 2020-06-18 20:39:43,617 - mmaction - INFO - Epoch [98][320/3134] lr: 0.00010, eta: 1:28:15, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5844, top5_acc: 0.8219, loss_cls: 1.7490, loss: 1.7490 2020-06-18 20:39:55,270 - mmaction - INFO - Epoch [98][340/3134] lr: 0.00010, eta: 1:28:03, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7812, loss_cls: 1.9171, loss: 1.9171 2020-06-18 20:40:06,760 - mmaction - INFO - Epoch [98][360/3134] lr: 0.00010, eta: 1:27:51, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7750, loss_cls: 1.9990, loss: 1.9990 2020-06-18 20:40:18,233 - mmaction - INFO - Epoch [98][380/3134] lr: 0.00010, eta: 1:27:40, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7812, loss_cls: 1.9477, loss: 1.9477 2020-06-18 20:40:29,684 - mmaction - INFO - Epoch [98][400/3134] lr: 0.00010, eta: 1:27:28, time: 0.572, data_time: 0.003, memory: 8339, top1_acc: 0.5625, top5_acc: 0.8250, loss_cls: 1.7375, loss: 1.7375 2020-06-18 20:40:41,232 - mmaction - INFO - Epoch [98][420/3134] lr: 0.00010, eta: 1:27:16, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5750, top5_acc: 0.8219, loss_cls: 1.7075, loss: 1.7075 2020-06-18 20:40:52,770 - mmaction - INFO - Epoch [98][440/3134] lr: 0.00010, eta: 1:27:05, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5719, top5_acc: 0.8094, loss_cls: 1.7909, loss: 1.7909 2020-06-18 20:41:04,206 - mmaction - INFO - Epoch [98][460/3134] lr: 0.00010, eta: 1:26:53, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.5875, top5_acc: 0.8031, loss_cls: 1.7208, loss: 1.7208 2020-06-18 20:41:15,769 - mmaction - INFO - Epoch [98][480/3134] lr: 0.00010, eta: 1:26:41, time: 0.576, data_time: 0.004, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7688, loss_cls: 1.9294, loss: 1.9294 2020-06-18 20:41:27,235 - mmaction - INFO - Epoch [98][500/3134] lr: 0.00010, eta: 1:26:30, time: 0.576, data_time: 0.004, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7969, loss_cls: 1.8353, loss: 1.8353 2020-06-18 20:41:38,734 - mmaction - INFO - Epoch [98][520/3134] lr: 0.00010, eta: 1:26:18, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7875, loss_cls: 1.7991, loss: 1.7991 2020-06-18 20:41:50,199 - mmaction - INFO - Epoch [98][540/3134] lr: 0.00010, eta: 1:26:06, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7594, loss_cls: 1.9376, loss: 1.9376 2020-06-18 20:42:01,668 - mmaction - INFO - Epoch [98][560/3134] lr: 0.00010, eta: 1:25:55, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7625, loss_cls: 2.0500, loss: 2.0500 2020-06-18 20:42:13,126 - mmaction - INFO - Epoch [98][580/3134] lr: 0.00010, eta: 1:25:43, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.5906, top5_acc: 0.8250, loss_cls: 1.7386, loss: 1.7386 2020-06-18 20:42:24,600 - mmaction - INFO - Epoch [98][600/3134] lr: 0.00010, eta: 1:25:31, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5750, top5_acc: 0.7844, loss_cls: 1.8787, loss: 1.8787 2020-06-18 20:42:36,136 - mmaction - INFO - Epoch [98][620/3134] lr: 0.00010, eta: 1:25:20, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7969, loss_cls: 1.8506, loss: 1.8506 2020-06-18 20:42:47,670 - mmaction - INFO - Epoch [98][640/3134] lr: 0.00010, eta: 1:25:08, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5813, top5_acc: 0.7875, loss_cls: 1.7739, loss: 1.7739 2020-06-18 20:42:59,164 - mmaction - INFO - Epoch [98][660/3134] lr: 0.00010, eta: 1:24:56, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.5062, top5_acc: 0.8000, loss_cls: 1.9376, loss: 1.9376 2020-06-18 20:43:10,780 - mmaction - INFO - Epoch [98][680/3134] lr: 0.00010, eta: 1:24:45, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7750, loss_cls: 1.9282, loss: 1.9282 2020-06-18 20:43:22,333 - mmaction - INFO - Epoch [98][700/3134] lr: 0.00010, eta: 1:24:33, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7750, loss_cls: 1.9775, loss: 1.9775 2020-06-18 20:43:33,811 - mmaction - INFO - Epoch [98][720/3134] lr: 0.00010, eta: 1:24:21, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7969, loss_cls: 1.8080, loss: 1.8080 2020-06-18 20:43:45,366 - mmaction - INFO - Epoch [98][740/3134] lr: 0.00010, eta: 1:24:10, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.6188, top5_acc: 0.8531, loss_cls: 1.6386, loss: 1.6386 2020-06-18 20:43:56,829 - mmaction - INFO - Epoch [98][760/3134] lr: 0.00010, eta: 1:23:58, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5312, top5_acc: 0.8094, loss_cls: 1.8487, loss: 1.8487 2020-06-18 20:44:08,276 - mmaction - INFO - Epoch [98][780/3134] lr: 0.00010, eta: 1:23:46, time: 0.571, data_time: 0.000, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7937, loss_cls: 1.9421, loss: 1.9421 2020-06-18 20:44:19,711 - mmaction - INFO - Epoch [98][800/3134] lr: 0.00010, eta: 1:23:35, time: 0.572, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7688, loss_cls: 1.9877, loss: 1.9877 2020-06-18 20:44:31,323 - mmaction - INFO - Epoch [98][820/3134] lr: 0.00010, eta: 1:23:23, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5312, top5_acc: 0.8156, loss_cls: 1.8826, loss: 1.8826 2020-06-18 20:44:42,785 - mmaction - INFO - Epoch [98][840/3134] lr: 0.00010, eta: 1:23:11, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5469, top5_acc: 0.8344, loss_cls: 1.7339, loss: 1.7339 2020-06-18 20:44:54,378 - mmaction - INFO - Epoch [98][860/3134] lr: 0.00010, eta: 1:23:00, time: 0.578, data_time: 0.004, memory: 8339, top1_acc: 0.5781, top5_acc: 0.8094, loss_cls: 1.8018, loss: 1.8018 2020-06-18 20:45:05,859 - mmaction - INFO - Epoch [98][880/3134] lr: 0.00010, eta: 1:22:48, time: 0.577, data_time: 0.004, memory: 8339, top1_acc: 0.5938, top5_acc: 0.8219, loss_cls: 1.8263, loss: 1.8263 2020-06-18 20:45:17,292 - mmaction - INFO - Epoch [98][900/3134] lr: 0.00010, eta: 1:22:36, time: 0.572, data_time: 0.000, memory: 8339, top1_acc: 0.5719, top5_acc: 0.8375, loss_cls: 1.7344, loss: 1.7344 2020-06-18 20:45:28,854 - mmaction - INFO - Epoch [98][920/3134] lr: 0.00010, eta: 1:22:25, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7875, loss_cls: 1.8832, loss: 1.8832 2020-06-18 20:45:40,391 - mmaction - INFO - Epoch [98][940/3134] lr: 0.00010, eta: 1:22:13, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5656, top5_acc: 0.8000, loss_cls: 1.7710, loss: 1.7710 2020-06-18 20:45:51,896 - mmaction - INFO - Epoch [98][960/3134] lr: 0.00010, eta: 1:22:01, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7969, loss_cls: 1.8946, loss: 1.8946 2020-06-18 20:46:03,410 - mmaction - INFO - Epoch [98][980/3134] lr: 0.00010, eta: 1:21:50, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7906, loss_cls: 1.8824, loss: 1.8824 2020-06-18 20:46:15,068 - mmaction - INFO - Epoch [98][1000/3134] lr: 0.00010, eta: 1:21:38, time: 0.585, data_time: 0.004, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7750, loss_cls: 1.9553, loss: 1.9553 2020-06-18 20:46:26,568 - mmaction - INFO - Epoch [98][1020/3134] lr: 0.00010, eta: 1:21:26, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7750, loss_cls: 1.8895, loss: 1.8895 2020-06-18 20:46:38,107 - mmaction - INFO - Epoch [98][1040/3134] lr: 0.00010, eta: 1:21:15, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.5938, top5_acc: 0.8344, loss_cls: 1.6690, loss: 1.6690 2020-06-18 20:46:49,663 - mmaction - INFO - Epoch [98][1060/3134] lr: 0.00010, eta: 1:21:03, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5594, top5_acc: 0.8313, loss_cls: 1.8194, loss: 1.8194 2020-06-18 20:47:01,113 - mmaction - INFO - Epoch [98][1080/3134] lr: 0.00010, eta: 1:20:51, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7781, loss_cls: 2.0072, loss: 2.0072 2020-06-18 20:47:12,651 - mmaction - INFO - Epoch [98][1100/3134] lr: 0.00010, eta: 1:20:40, time: 0.577, data_time: 0.004, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7656, loss_cls: 1.9416, loss: 1.9416 2020-06-18 20:47:24,117 - mmaction - INFO - Epoch [98][1120/3134] lr: 0.00010, eta: 1:20:28, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7594, loss_cls: 1.9450, loss: 1.9450 2020-06-18 20:47:35,533 - mmaction - INFO - Epoch [98][1140/3134] lr: 0.00010, eta: 1:20:16, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.5813, top5_acc: 0.8031, loss_cls: 1.8858, loss: 1.8858 2020-06-18 20:47:47,039 - mmaction - INFO - Epoch [98][1160/3134] lr: 0.00010, eta: 1:20:05, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7906, loss_cls: 1.8786, loss: 1.8786 2020-06-18 20:47:58,458 - mmaction - INFO - Epoch [98][1180/3134] lr: 0.00010, eta: 1:19:53, time: 0.573, data_time: 0.004, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7719, loss_cls: 2.0395, loss: 2.0395 2020-06-18 20:48:09,852 - mmaction - INFO - Epoch [98][1200/3134] lr: 0.00010, eta: 1:19:41, time: 0.570, data_time: 0.001, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7937, loss_cls: 1.8460, loss: 1.8460 2020-06-18 20:48:21,420 - mmaction - INFO - Epoch [98][1220/3134] lr: 0.00010, eta: 1:19:30, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7937, loss_cls: 2.0029, loss: 2.0029 2020-06-18 20:48:32,845 - mmaction - INFO - Epoch [98][1240/3134] lr: 0.00010, eta: 1:19:18, time: 0.574, data_time: 0.004, memory: 8339, top1_acc: 0.5406, top5_acc: 0.8094, loss_cls: 1.8085, loss: 1.8085 2020-06-18 20:48:44,384 - mmaction - INFO - Epoch [98][1260/3134] lr: 0.00010, eta: 1:19:06, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7937, loss_cls: 1.8757, loss: 1.8757 2020-06-18 20:48:55,943 - mmaction - INFO - Epoch [98][1280/3134] lr: 0.00010, eta: 1:18:55, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5656, top5_acc: 0.8000, loss_cls: 1.8344, loss: 1.8344 2020-06-18 20:49:07,491 - mmaction - INFO - Epoch [98][1300/3134] lr: 0.00010, eta: 1:18:43, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7781, loss_cls: 1.8959, loss: 1.8959 2020-06-18 20:49:18,922 - mmaction - INFO - Epoch [98][1320/3134] lr: 0.00010, eta: 1:18:31, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7906, loss_cls: 1.8239, loss: 1.8239 2020-06-18 20:49:30,420 - mmaction - INFO - Epoch [98][1340/3134] lr: 0.00010, eta: 1:18:20, time: 0.572, data_time: 0.002, memory: 8339, top1_acc: 0.5406, top5_acc: 0.8094, loss_cls: 1.8678, loss: 1.8678 2020-06-18 20:49:41,979 - mmaction - INFO - Epoch [98][1360/3134] lr: 0.00010, eta: 1:18:08, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7812, loss_cls: 1.9413, loss: 1.9413 2020-06-18 20:49:53,473 - mmaction - INFO - Epoch [98][1380/3134] lr: 0.00010, eta: 1:17:56, time: 0.573, data_time: 0.000, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7844, loss_cls: 1.9415, loss: 1.9415 2020-06-18 20:50:05,060 - mmaction - INFO - Epoch [98][1400/3134] lr: 0.00010, eta: 1:17:45, time: 0.578, data_time: 0.004, memory: 8339, top1_acc: 0.5312, top5_acc: 0.8000, loss_cls: 1.8341, loss: 1.8341 2020-06-18 20:50:16,482 - mmaction - INFO - Epoch [98][1420/3134] lr: 0.00010, eta: 1:17:33, time: 0.573, data_time: 0.004, memory: 8339, top1_acc: 0.5375, top5_acc: 0.8125, loss_cls: 1.7737, loss: 1.7737 2020-06-18 20:50:27,931 - mmaction - INFO - Epoch [98][1440/3134] lr: 0.00010, eta: 1:17:21, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7562, loss_cls: 1.9912, loss: 1.9912 2020-06-18 20:50:39,530 - mmaction - INFO - Epoch [98][1460/3134] lr: 0.00010, eta: 1:17:10, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7937, loss_cls: 1.8435, loss: 1.8435 2020-06-18 20:50:50,997 - mmaction - INFO - Epoch [98][1480/3134] lr: 0.00010, eta: 1:16:58, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5375, top5_acc: 0.8094, loss_cls: 1.8599, loss: 1.8599 2020-06-18 20:51:02,484 - mmaction - INFO - Epoch [98][1500/3134] lr: 0.00010, eta: 1:16:46, time: 0.574, data_time: 0.000, memory: 8339, top1_acc: 0.5594, top5_acc: 0.8125, loss_cls: 1.7301, loss: 1.7301 2020-06-18 20:51:14,089 - mmaction - INFO - Epoch [98][1520/3134] lr: 0.00010, eta: 1:16:35, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7719, loss_cls: 1.9828, loss: 1.9828 2020-06-18 20:51:25,682 - mmaction - INFO - Epoch [98][1540/3134] lr: 0.00010, eta: 1:16:23, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5813, top5_acc: 0.8125, loss_cls: 1.8120, loss: 1.8120 2020-06-18 20:51:37,170 - mmaction - INFO - Epoch [98][1560/3134] lr: 0.00010, eta: 1:16:11, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5750, top5_acc: 0.7875, loss_cls: 1.8510, loss: 1.8510 2020-06-18 20:51:48,722 - mmaction - INFO - Epoch [98][1580/3134] lr: 0.00010, eta: 1:16:00, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7906, loss_cls: 1.8443, loss: 1.8443 2020-06-18 20:52:00,200 - mmaction - INFO - Epoch [98][1600/3134] lr: 0.00010, eta: 1:15:48, time: 0.576, data_time: 0.007, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7156, loss_cls: 2.2040, loss: 2.2040 2020-06-18 20:52:11,672 - mmaction - INFO - Epoch [98][1620/3134] lr: 0.00010, eta: 1:15:36, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7750, loss_cls: 1.8555, loss: 1.8555 2020-06-18 20:52:23,174 - mmaction - INFO - Epoch [98][1640/3134] lr: 0.00010, eta: 1:15:25, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.5719, top5_acc: 0.7625, loss_cls: 1.9669, loss: 1.9669 2020-06-18 20:52:34,702 - mmaction - INFO - Epoch [98][1660/3134] lr: 0.00010, eta: 1:15:13, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7844, loss_cls: 2.0040, loss: 2.0040 2020-06-18 20:52:46,168 - mmaction - INFO - Epoch [98][1680/3134] lr: 0.00010, eta: 1:15:01, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5719, top5_acc: 0.8063, loss_cls: 1.7931, loss: 1.7931 2020-06-18 20:52:57,566 - mmaction - INFO - Epoch [98][1700/3134] lr: 0.00010, eta: 1:14:50, time: 0.570, data_time: 0.001, memory: 8339, top1_acc: 0.5906, top5_acc: 0.8344, loss_cls: 1.6365, loss: 1.6365 2020-06-18 20:53:09,094 - mmaction - INFO - Epoch [98][1720/3134] lr: 0.00010, eta: 1:14:38, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7906, loss_cls: 1.8745, loss: 1.8745 2020-06-18 20:53:20,646 - mmaction - INFO - Epoch [98][1740/3134] lr: 0.00010, eta: 1:14:26, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5844, top5_acc: 0.7844, loss_cls: 1.7583, loss: 1.7583 2020-06-18 20:53:32,083 - mmaction - INFO - Epoch [98][1760/3134] lr: 0.00010, eta: 1:14:15, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7594, loss_cls: 2.0226, loss: 2.0226 2020-06-18 20:53:43,673 - mmaction - INFO - Epoch [98][1780/3134] lr: 0.00010, eta: 1:14:03, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7594, loss_cls: 2.0063, loss: 2.0063 2020-06-18 20:53:55,227 - mmaction - INFO - Epoch [98][1800/3134] lr: 0.00010, eta: 1:13:51, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.6156, top5_acc: 0.8281, loss_cls: 1.6194, loss: 1.6194 2020-06-18 20:54:06,696 - mmaction - INFO - Epoch [98][1820/3134] lr: 0.00010, eta: 1:13:40, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7875, loss_cls: 1.9430, loss: 1.9430 2020-06-18 20:54:18,243 - mmaction - INFO - Epoch [98][1840/3134] lr: 0.00010, eta: 1:13:28, time: 0.577, data_time: 0.004, memory: 8339, top1_acc: 0.5719, top5_acc: 0.8063, loss_cls: 1.6960, loss: 1.6960 2020-06-18 20:54:29,717 - mmaction - INFO - Epoch [98][1860/3134] lr: 0.00010, eta: 1:13:16, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5719, top5_acc: 0.7750, loss_cls: 1.8457, loss: 1.8457 2020-06-18 20:54:41,209 - mmaction - INFO - Epoch [98][1880/3134] lr: 0.00010, eta: 1:13:05, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7906, loss_cls: 1.9554, loss: 1.9554 2020-06-18 20:54:52,728 - mmaction - INFO - Epoch [98][1900/3134] lr: 0.00010, eta: 1:12:53, time: 0.572, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7750, loss_cls: 1.9858, loss: 1.9858 2020-06-18 20:55:04,296 - mmaction - INFO - Epoch [98][1920/3134] lr: 0.00010, eta: 1:12:41, time: 0.581, data_time: 0.005, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7844, loss_cls: 1.9897, loss: 1.9897 2020-06-18 20:55:15,792 - mmaction - INFO - Epoch [98][1940/3134] lr: 0.00010, eta: 1:12:30, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7937, loss_cls: 1.8435, loss: 1.8435 2020-06-18 20:55:27,293 - mmaction - INFO - Epoch [98][1960/3134] lr: 0.00010, eta: 1:12:18, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7625, loss_cls: 2.0181, loss: 2.0181 2020-06-18 20:55:38,825 - mmaction - INFO - Epoch [98][1980/3134] lr: 0.00010, eta: 1:12:06, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7750, loss_cls: 1.8696, loss: 1.8696 2020-06-18 20:55:50,281 - mmaction - INFO - Epoch [98][2000/3134] lr: 0.00010, eta: 1:11:55, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5156, top5_acc: 0.8125, loss_cls: 1.8781, loss: 1.8781 2020-06-18 20:56:01,804 - mmaction - INFO - Epoch [98][2020/3134] lr: 0.00010, eta: 1:11:43, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5813, top5_acc: 0.8281, loss_cls: 1.7357, loss: 1.7357 2020-06-18 20:56:13,249 - mmaction - INFO - Epoch [98][2040/3134] lr: 0.00010, eta: 1:11:31, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7812, loss_cls: 1.8298, loss: 1.8298 2020-06-18 20:56:24,676 - mmaction - INFO - Epoch [98][2060/3134] lr: 0.00010, eta: 1:11:20, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7844, loss_cls: 1.9324, loss: 1.9324 2020-06-18 20:56:36,206 - mmaction - INFO - Epoch [98][2080/3134] lr: 0.00010, eta: 1:11:08, time: 0.575, data_time: 0.004, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7750, loss_cls: 2.0096, loss: 2.0096 2020-06-18 20:56:47,649 - mmaction - INFO - Epoch [98][2100/3134] lr: 0.00010, eta: 1:10:56, time: 0.574, data_time: 0.004, memory: 8339, top1_acc: 0.4969, top5_acc: 0.7438, loss_cls: 2.1996, loss: 2.1996 2020-06-18 20:56:59,042 - mmaction - INFO - Epoch [98][2120/3134] lr: 0.00010, eta: 1:10:45, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.5312, top5_acc: 0.8187, loss_cls: 1.8895, loss: 1.8895 2020-06-18 20:57:10,550 - mmaction - INFO - Epoch [98][2140/3134] lr: 0.00010, eta: 1:10:33, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5719, top5_acc: 0.8063, loss_cls: 1.8932, loss: 1.8932 2020-06-18 20:57:22,014 - mmaction - INFO - Epoch [98][2160/3134] lr: 0.00010, eta: 1:10:21, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7906, loss_cls: 1.9007, loss: 1.9007 2020-06-18 20:57:33,459 - mmaction - INFO - Epoch [98][2180/3134] lr: 0.00010, eta: 1:10:10, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7781, loss_cls: 1.9411, loss: 1.9411 2020-06-18 20:57:44,997 - mmaction - INFO - Epoch [98][2200/3134] lr: 0.00010, eta: 1:09:58, time: 0.576, data_time: 0.004, memory: 8339, top1_acc: 0.5687, top5_acc: 0.7937, loss_cls: 1.8459, loss: 1.8459 2020-06-18 20:57:56,420 - mmaction - INFO - Epoch [98][2220/3134] lr: 0.00010, eta: 1:09:46, time: 0.573, data_time: 0.004, memory: 8339, top1_acc: 0.5719, top5_acc: 0.8187, loss_cls: 1.8099, loss: 1.8099 2020-06-18 20:58:07,930 - mmaction - INFO - Epoch [98][2240/3134] lr: 0.00010, eta: 1:09:35, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7688, loss_cls: 1.8898, loss: 1.8898 2020-06-18 20:58:19,529 - mmaction - INFO - Epoch [98][2260/3134] lr: 0.00010, eta: 1:09:23, time: 0.579, data_time: 0.004, memory: 8339, top1_acc: 0.5938, top5_acc: 0.8187, loss_cls: 1.7199, loss: 1.7199 2020-06-18 20:58:30,932 - mmaction - INFO - Epoch [98][2280/3134] lr: 0.00010, eta: 1:09:11, time: 0.572, data_time: 0.003, memory: 8339, top1_acc: 0.5687, top5_acc: 0.8094, loss_cls: 1.7894, loss: 1.7894 2020-06-18 20:58:42,295 - mmaction - INFO - Epoch [98][2300/3134] lr: 0.00010, eta: 1:09:00, time: 0.568, data_time: 0.001, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7656, loss_cls: 1.9124, loss: 1.9124 2020-06-18 20:58:53,817 - mmaction - INFO - Epoch [98][2320/3134] lr: 0.00010, eta: 1:08:48, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7812, loss_cls: 2.0317, loss: 2.0317 2020-06-18 20:59:05,289 - mmaction - INFO - Epoch [98][2340/3134] lr: 0.00010, eta: 1:08:36, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5813, top5_acc: 0.8031, loss_cls: 1.8379, loss: 1.8379 2020-06-18 20:59:16,775 - mmaction - INFO - Epoch [98][2360/3134] lr: 0.00010, eta: 1:08:25, time: 0.573, data_time: 0.000, memory: 8339, top1_acc: 0.5625, top5_acc: 0.8063, loss_cls: 1.9222, loss: 1.9222 2020-06-18 20:59:28,387 - mmaction - INFO - Epoch [98][2380/3134] lr: 0.00010, eta: 1:08:13, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5687, top5_acc: 0.8250, loss_cls: 1.7243, loss: 1.7243 2020-06-18 20:59:39,808 - mmaction - INFO - Epoch [98][2400/3134] lr: 0.00010, eta: 1:08:02, time: 0.575, data_time: 0.004, memory: 8339, top1_acc: 0.5875, top5_acc: 0.8531, loss_cls: 1.6601, loss: 1.6601 2020-06-18 20:59:51,217 - mmaction - INFO - Epoch [98][2420/3134] lr: 0.00010, eta: 1:07:50, time: 0.570, data_time: 0.000, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7781, loss_cls: 1.9437, loss: 1.9437 2020-06-18 21:00:02,941 - mmaction - INFO - Epoch [98][2440/3134] lr: 0.00010, eta: 1:07:38, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5719, top5_acc: 0.8219, loss_cls: 1.7981, loss: 1.7981 2020-06-18 21:00:15,100 - mmaction - INFO - Epoch [98][2460/3134] lr: 0.00010, eta: 1:07:27, time: 0.615, data_time: 0.012, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7812, loss_cls: 1.8953, loss: 1.8953 2020-06-18 21:00:26,911 - mmaction - INFO - Epoch [98][2480/3134] lr: 0.00010, eta: 1:07:15, time: 0.591, data_time: 0.002, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7688, loss_cls: 1.9745, loss: 1.9745 2020-06-18 21:00:38,405 - mmaction - INFO - Epoch [98][2500/3134] lr: 0.00010, eta: 1:07:03, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7750, loss_cls: 1.9280, loss: 1.9280 2020-06-18 21:00:49,880 - mmaction - INFO - Epoch [98][2520/3134] lr: 0.00010, eta: 1:06:52, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5437, top5_acc: 0.8031, loss_cls: 1.8313, loss: 1.8313 2020-06-18 21:01:01,418 - mmaction - INFO - Epoch [98][2540/3134] lr: 0.00010, eta: 1:06:40, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5813, top5_acc: 0.7937, loss_cls: 1.8253, loss: 1.8253 2020-06-18 21:01:12,937 - mmaction - INFO - Epoch [98][2560/3134] lr: 0.00010, eta: 1:06:28, time: 0.578, data_time: 0.004, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7812, loss_cls: 1.8553, loss: 1.8553 2020-06-18 21:01:24,413 - mmaction - INFO - Epoch [98][2580/3134] lr: 0.00010, eta: 1:06:17, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7844, loss_cls: 1.9413, loss: 1.9413 2020-06-18 21:01:35,950 - mmaction - INFO - Epoch [98][2600/3134] lr: 0.00010, eta: 1:06:05, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7906, loss_cls: 1.8563, loss: 1.8563 2020-06-18 21:01:47,490 - mmaction - INFO - Epoch [98][2620/3134] lr: 0.00010, eta: 1:05:53, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7781, loss_cls: 1.9465, loss: 1.9465 2020-06-18 21:01:58,928 - mmaction - INFO - Epoch [98][2640/3134] lr: 0.00010, eta: 1:05:42, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5813, top5_acc: 0.8094, loss_cls: 1.7447, loss: 1.7447 2020-06-18 21:02:10,566 - mmaction - INFO - Epoch [98][2660/3134] lr: 0.00010, eta: 1:05:30, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7937, loss_cls: 1.9376, loss: 1.9376 2020-06-18 21:02:22,057 - mmaction - INFO - Epoch [98][2680/3134] lr: 0.00010, eta: 1:05:18, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7969, loss_cls: 1.8779, loss: 1.8779 2020-06-18 21:02:33,608 - mmaction - INFO - Epoch [98][2700/3134] lr: 0.00010, eta: 1:05:07, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.4813, top5_acc: 0.7812, loss_cls: 2.0673, loss: 2.0673 2020-06-18 21:02:45,085 - mmaction - INFO - Epoch [98][2720/3134] lr: 0.00010, eta: 1:04:55, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5750, top5_acc: 0.8000, loss_cls: 1.8121, loss: 1.8121 2020-06-18 21:02:56,655 - mmaction - INFO - Epoch [98][2740/3134] lr: 0.00010, eta: 1:04:43, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7594, loss_cls: 1.9554, loss: 1.9554 2020-06-18 21:03:08,211 - mmaction - INFO - Epoch [98][2760/3134] lr: 0.00010, eta: 1:04:32, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7937, loss_cls: 1.9733, loss: 1.9733 2020-06-18 21:03:19,692 - mmaction - INFO - Epoch [98][2780/3134] lr: 0.00010, eta: 1:04:20, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7844, loss_cls: 1.9174, loss: 1.9174 2020-06-18 21:03:31,185 - mmaction - INFO - Epoch [98][2800/3134] lr: 0.00010, eta: 1:04:08, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.5469, top5_acc: 0.8156, loss_cls: 1.8526, loss: 1.8526 2020-06-18 21:03:42,722 - mmaction - INFO - Epoch [98][2820/3134] lr: 0.00010, eta: 1:03:57, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7906, loss_cls: 1.9382, loss: 1.9382 2020-06-18 21:03:54,192 - mmaction - INFO - Epoch [98][2840/3134] lr: 0.00010, eta: 1:03:45, time: 0.573, data_time: 0.004, memory: 8339, top1_acc: 0.5469, top5_acc: 0.8094, loss_cls: 1.8668, loss: 1.8668 2020-06-18 21:04:05,702 - mmaction - INFO - Epoch [98][2860/3134] lr: 0.00010, eta: 1:03:33, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7781, loss_cls: 1.9670, loss: 1.9670 2020-06-18 21:04:17,169 - mmaction - INFO - Epoch [98][2880/3134] lr: 0.00010, eta: 1:03:22, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7750, loss_cls: 1.8270, loss: 1.8270 2020-06-18 21:04:28,725 - mmaction - INFO - Epoch [98][2900/3134] lr: 0.00010, eta: 1:03:10, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5813, top5_acc: 0.7844, loss_cls: 1.8328, loss: 1.8328 2020-06-18 21:04:40,253 - mmaction - INFO - Epoch [98][2920/3134] lr: 0.00010, eta: 1:02:58, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7781, loss_cls: 1.9550, loss: 1.9550 2020-06-18 21:04:51,720 - mmaction - INFO - Epoch [98][2940/3134] lr: 0.00010, eta: 1:02:47, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5719, top5_acc: 0.8031, loss_cls: 1.7845, loss: 1.7845 2020-06-18 21:05:03,358 - mmaction - INFO - Epoch [98][2960/3134] lr: 0.00010, eta: 1:02:35, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.6000, top5_acc: 0.8156, loss_cls: 1.7598, loss: 1.7598 2020-06-18 21:05:14,861 - mmaction - INFO - Epoch [98][2980/3134] lr: 0.00010, eta: 1:02:23, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5781, top5_acc: 0.7875, loss_cls: 1.8238, loss: 1.8238 2020-06-18 21:05:26,389 - mmaction - INFO - Epoch [98][3000/3134] lr: 0.00010, eta: 1:02:12, time: 0.576, data_time: 0.000, memory: 8339, top1_acc: 0.5719, top5_acc: 0.8281, loss_cls: 1.7218, loss: 1.7218 2020-06-18 21:05:37,916 - mmaction - INFO - Epoch [98][3020/3134] lr: 0.00010, eta: 1:02:00, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5406, top5_acc: 0.8187, loss_cls: 1.8034, loss: 1.8034 2020-06-18 21:05:49,514 - mmaction - INFO - Epoch [98][3040/3134] lr: 0.00010, eta: 1:01:48, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5625, top5_acc: 0.8156, loss_cls: 1.7275, loss: 1.7275 2020-06-18 21:06:00,948 - mmaction - INFO - Epoch [98][3060/3134] lr: 0.00010, eta: 1:01:37, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7312, loss_cls: 2.1270, loss: 2.1270 2020-06-18 21:06:12,453 - mmaction - INFO - Epoch [98][3080/3134] lr: 0.00010, eta: 1:01:25, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5844, top5_acc: 0.7906, loss_cls: 1.7970, loss: 1.7970 2020-06-18 21:06:23,956 - mmaction - INFO - Epoch [98][3100/3134] lr: 0.00010, eta: 1:01:13, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7906, loss_cls: 1.9483, loss: 1.9483 2020-06-18 21:06:35,446 - mmaction - INFO - Epoch [98][3120/3134] lr: 0.00010, eta: 1:01:02, time: 0.574, data_time: 0.000, memory: 8339, top1_acc: 0.5344, top5_acc: 0.8000, loss_cls: 1.8493, loss: 1.8493 2020-06-18 21:07:13,193 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-18 21:07:14,450 - mmaction - INFO - top1_acc 0.2808 top5_acc 0.5294 2020-06-18 21:07:14,474 - mmaction - INFO - Epoch [98][3134/3134] lr: 0.00010, top1_acc: 0.2808, top5_acc: 0.5294 2020-06-18 21:07:29,420 - mmaction - INFO - Epoch [99][20/3134] lr: 0.00010, eta: 1:00:42, time: 0.746, data_time: 0.176, memory: 8339, top1_acc: 0.5406, top5_acc: 0.8156, loss_cls: 1.8052, loss: 1.8052 2020-06-18 21:07:40,957 - mmaction - INFO - Epoch [99][40/3134] lr: 0.00010, eta: 1:00:30, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7875, loss_cls: 1.8517, loss: 1.8517 2020-06-18 21:07:52,416 - mmaction - INFO - Epoch [99][60/3134] lr: 0.00010, eta: 1:00:18, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.5687, top5_acc: 0.7875, loss_cls: 1.8361, loss: 1.8361 2020-06-18 21:08:03,869 - mmaction - INFO - Epoch [99][80/3134] lr: 0.00010, eta: 1:00:07, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7531, loss_cls: 2.0383, loss: 2.0383 2020-06-18 21:08:15,409 - mmaction - INFO - Epoch [99][100/3134] lr: 0.00010, eta: 0:59:55, time: 0.576, data_time: 0.004, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7812, loss_cls: 1.9928, loss: 1.9928 2020-06-18 21:08:26,938 - mmaction - INFO - Epoch [99][120/3134] lr: 0.00010, eta: 0:59:43, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5656, top5_acc: 0.8094, loss_cls: 1.7949, loss: 1.7949 2020-06-18 21:08:38,407 - mmaction - INFO - Epoch [99][140/3134] lr: 0.00010, eta: 0:59:32, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7812, loss_cls: 1.9947, loss: 1.9947 2020-06-18 21:08:49,890 - mmaction - INFO - Epoch [99][160/3134] lr: 0.00010, eta: 0:59:20, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7844, loss_cls: 1.8562, loss: 1.8562 2020-06-18 21:09:01,364 - mmaction - INFO - Epoch [99][180/3134] lr: 0.00010, eta: 0:59:08, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7969, loss_cls: 2.0840, loss: 2.0840 2020-06-18 21:09:12,881 - mmaction - INFO - Epoch [99][200/3134] lr: 0.00010, eta: 0:58:57, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7625, loss_cls: 1.9798, loss: 1.9798 2020-06-18 21:09:24,369 - mmaction - INFO - Epoch [99][220/3134] lr: 0.00010, eta: 0:58:45, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5750, top5_acc: 0.8219, loss_cls: 1.7065, loss: 1.7065 2020-06-18 21:09:35,877 - mmaction - INFO - Epoch [99][240/3134] lr: 0.00010, eta: 0:58:33, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.6094, top5_acc: 0.8187, loss_cls: 1.6835, loss: 1.6835 2020-06-18 21:09:47,380 - mmaction - INFO - Epoch [99][260/3134] lr: 0.00010, eta: 0:58:22, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7937, loss_cls: 1.8377, loss: 1.8377 2020-06-18 21:09:58,909 - mmaction - INFO - Epoch [99][280/3134] lr: 0.00010, eta: 0:58:10, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7500, loss_cls: 2.1627, loss: 2.1627 2020-06-18 21:10:10,490 - mmaction - INFO - Epoch [99][300/3134] lr: 0.00010, eta: 0:57:58, time: 0.579, data_time: 0.001, memory: 8339, top1_acc: 0.6000, top5_acc: 0.8156, loss_cls: 1.7808, loss: 1.7808 2020-06-18 21:10:21,975 - mmaction - INFO - Epoch [99][320/3134] lr: 0.00010, eta: 0:57:47, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7969, loss_cls: 1.8199, loss: 1.8199 2020-06-18 21:10:33,494 - mmaction - INFO - Epoch [99][340/3134] lr: 0.00010, eta: 0:57:35, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5687, top5_acc: 0.7844, loss_cls: 1.9166, loss: 1.9166 2020-06-18 21:10:44,962 - mmaction - INFO - Epoch [99][360/3134] lr: 0.00010, eta: 0:57:24, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7812, loss_cls: 1.9575, loss: 1.9575 2020-06-18 21:10:56,352 - mmaction - INFO - Epoch [99][380/3134] lr: 0.00010, eta: 0:57:12, time: 0.570, data_time: 0.001, memory: 8339, top1_acc: 0.5500, top5_acc: 0.8031, loss_cls: 1.8536, loss: 1.8536 2020-06-18 21:11:07,909 - mmaction - INFO - Epoch [99][400/3134] lr: 0.00010, eta: 0:57:00, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7875, loss_cls: 1.8443, loss: 1.8443 2020-06-18 21:11:19,539 - mmaction - INFO - Epoch [99][420/3134] lr: 0.00010, eta: 0:56:49, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7594, loss_cls: 2.1053, loss: 2.1053 2020-06-18 21:11:31,061 - mmaction - INFO - Epoch [99][440/3134] lr: 0.00010, eta: 0:56:37, time: 0.574, data_time: 0.000, memory: 8339, top1_acc: 0.5500, top5_acc: 0.8031, loss_cls: 1.7541, loss: 1.7541 2020-06-18 21:11:42,634 - mmaction - INFO - Epoch [99][460/3134] lr: 0.00010, eta: 0:56:25, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5938, top5_acc: 0.8187, loss_cls: 1.7474, loss: 1.7474 2020-06-18 21:11:54,099 - mmaction - INFO - Epoch [99][480/3134] lr: 0.00010, eta: 0:56:14, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7281, loss_cls: 2.0960, loss: 2.0960 2020-06-18 21:12:05,681 - mmaction - INFO - Epoch [99][500/3134] lr: 0.00010, eta: 0:56:02, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7531, loss_cls: 2.0304, loss: 2.0304 2020-06-18 21:12:17,221 - mmaction - INFO - Epoch [99][520/3134] lr: 0.00010, eta: 0:55:50, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.4500, top5_acc: 0.7531, loss_cls: 2.2179, loss: 2.2179 2020-06-18 21:12:28,636 - mmaction - INFO - Epoch [99][540/3134] lr: 0.00010, eta: 0:55:39, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7844, loss_cls: 1.9418, loss: 1.9418 2020-06-18 21:12:40,190 - mmaction - INFO - Epoch [99][560/3134] lr: 0.00010, eta: 0:55:27, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7688, loss_cls: 1.9335, loss: 1.9335 2020-06-18 21:12:51,752 - mmaction - INFO - Epoch [99][580/3134] lr: 0.00010, eta: 0:55:15, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7906, loss_cls: 1.9110, loss: 1.9110 2020-06-18 21:13:03,203 - mmaction - INFO - Epoch [99][600/3134] lr: 0.00010, eta: 0:55:04, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5531, top5_acc: 0.8375, loss_cls: 1.7093, loss: 1.7093 2020-06-18 21:13:14,708 - mmaction - INFO - Epoch [99][620/3134] lr: 0.00010, eta: 0:54:52, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7594, loss_cls: 2.0137, loss: 2.0137 2020-06-18 21:13:26,233 - mmaction - INFO - Epoch [99][640/3134] lr: 0.00010, eta: 0:54:40, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5719, top5_acc: 0.8125, loss_cls: 1.7864, loss: 1.7864 2020-06-18 21:13:37,812 - mmaction - INFO - Epoch [99][660/3134] lr: 0.00010, eta: 0:54:29, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5844, top5_acc: 0.8219, loss_cls: 1.7632, loss: 1.7632 2020-06-18 21:13:49,292 - mmaction - INFO - Epoch [99][680/3134] lr: 0.00010, eta: 0:54:17, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.5469, top5_acc: 0.8031, loss_cls: 1.7990, loss: 1.7990 2020-06-18 21:14:00,849 - mmaction - INFO - Epoch [99][700/3134] lr: 0.00010, eta: 0:54:05, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5344, top5_acc: 0.8094, loss_cls: 1.8534, loss: 1.8534 2020-06-18 21:14:12,324 - mmaction - INFO - Epoch [99][720/3134] lr: 0.00010, eta: 0:53:54, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5969, top5_acc: 0.7688, loss_cls: 1.7654, loss: 1.7654 2020-06-18 21:14:23,787 - mmaction - INFO - Epoch [99][740/3134] lr: 0.00010, eta: 0:53:42, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5750, top5_acc: 0.7844, loss_cls: 1.8458, loss: 1.8458 2020-06-18 21:14:35,355 - mmaction - INFO - Epoch [99][760/3134] lr: 0.00010, eta: 0:53:30, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7375, loss_cls: 2.0602, loss: 2.0602 2020-06-18 21:14:46,848 - mmaction - INFO - Epoch [99][780/3134] lr: 0.00010, eta: 0:53:19, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.5563, top5_acc: 0.8031, loss_cls: 1.8247, loss: 1.8247 2020-06-18 21:14:58,303 - mmaction - INFO - Epoch [99][800/3134] lr: 0.00010, eta: 0:53:07, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7906, loss_cls: 1.9119, loss: 1.9119 2020-06-18 21:15:09,740 - mmaction - INFO - Epoch [99][820/3134] lr: 0.00010, eta: 0:52:55, time: 0.572, data_time: 0.003, memory: 8339, top1_acc: 0.5906, top5_acc: 0.8000, loss_cls: 1.7003, loss: 1.7003 2020-06-18 21:15:21,304 - mmaction - INFO - Epoch [99][840/3134] lr: 0.00010, eta: 0:52:44, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5531, top5_acc: 0.8094, loss_cls: 1.7873, loss: 1.7873 2020-06-18 21:15:32,842 - mmaction - INFO - Epoch [99][860/3134] lr: 0.00010, eta: 0:52:32, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7844, loss_cls: 1.9568, loss: 1.9568 2020-06-18 21:15:44,358 - mmaction - INFO - Epoch [99][880/3134] lr: 0.00010, eta: 0:52:20, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5875, top5_acc: 0.8125, loss_cls: 1.7483, loss: 1.7483 2020-06-18 21:15:55,839 - mmaction - INFO - Epoch [99][900/3134] lr: 0.00010, eta: 0:52:09, time: 0.572, data_time: 0.002, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7969, loss_cls: 1.8199, loss: 1.8199 2020-06-18 21:16:07,391 - mmaction - INFO - Epoch [99][920/3134] lr: 0.00010, eta: 0:51:57, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7937, loss_cls: 1.9038, loss: 1.9038 2020-06-18 21:16:18,808 - mmaction - INFO - Epoch [99][940/3134] lr: 0.00010, eta: 0:51:45, time: 0.572, data_time: 0.002, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7906, loss_cls: 1.8370, loss: 1.8370 2020-06-18 21:16:30,383 - mmaction - INFO - Epoch [99][960/3134] lr: 0.00010, eta: 0:51:34, time: 0.577, data_time: 0.004, memory: 8339, top1_acc: 0.4750, top5_acc: 0.7469, loss_cls: 2.1467, loss: 2.1467 2020-06-18 21:16:41,904 - mmaction - INFO - Epoch [99][980/3134] lr: 0.00010, eta: 0:51:22, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7781, loss_cls: 1.8849, loss: 1.8849 2020-06-18 21:16:53,389 - mmaction - INFO - Epoch [99][1000/3134] lr: 0.00010, eta: 0:51:10, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.6156, top5_acc: 0.8625, loss_cls: 1.4773, loss: 1.4773 2020-06-18 21:17:04,957 - mmaction - INFO - Epoch [99][1020/3134] lr: 0.00010, eta: 0:50:59, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7812, loss_cls: 1.8586, loss: 1.8586 2020-06-18 21:17:16,583 - mmaction - INFO - Epoch [99][1040/3134] lr: 0.00010, eta: 0:50:47, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7906, loss_cls: 1.9179, loss: 1.9179 2020-06-18 21:17:28,131 - mmaction - INFO - Epoch [99][1060/3134] lr: 0.00010, eta: 0:50:35, time: 0.577, data_time: 0.000, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7906, loss_cls: 1.9290, loss: 1.9290 2020-06-18 21:17:39,768 - mmaction - INFO - Epoch [99][1080/3134] lr: 0.00010, eta: 0:50:24, time: 0.581, data_time: 0.003, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7812, loss_cls: 1.9223, loss: 1.9223 2020-06-18 21:17:51,229 - mmaction - INFO - Epoch [99][1100/3134] lr: 0.00010, eta: 0:50:12, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5406, top5_acc: 0.8125, loss_cls: 1.8232, loss: 1.8232 2020-06-18 21:18:02,676 - mmaction - INFO - Epoch [99][1120/3134] lr: 0.00010, eta: 0:50:00, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7875, loss_cls: 1.9459, loss: 1.9459 2020-06-18 21:18:14,298 - mmaction - INFO - Epoch [99][1140/3134] lr: 0.00010, eta: 0:49:49, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5719, top5_acc: 0.7875, loss_cls: 1.8304, loss: 1.8304 2020-06-18 21:18:25,714 - mmaction - INFO - Epoch [99][1160/3134] lr: 0.00010, eta: 0:49:37, time: 0.572, data_time: 0.002, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7562, loss_cls: 2.1428, loss: 2.1428 2020-06-18 21:18:37,164 - mmaction - INFO - Epoch [99][1180/3134] lr: 0.00010, eta: 0:49:25, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7844, loss_cls: 1.9839, loss: 1.9839 2020-06-18 21:18:48,760 - mmaction - INFO - Epoch [99][1200/3134] lr: 0.00010, eta: 0:49:14, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5875, top5_acc: 0.8438, loss_cls: 1.7151, loss: 1.7151 2020-06-18 21:19:00,299 - mmaction - INFO - Epoch [99][1220/3134] lr: 0.00010, eta: 0:49:02, time: 0.578, data_time: 0.004, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7906, loss_cls: 1.8342, loss: 1.8342 2020-06-18 21:19:11,851 - mmaction - INFO - Epoch [99][1240/3134] lr: 0.00010, eta: 0:48:50, time: 0.578, data_time: 0.001, memory: 8339, top1_acc: 0.5813, top5_acc: 0.7688, loss_cls: 1.9309, loss: 1.9309 2020-06-18 21:19:23,385 - mmaction - INFO - Epoch [99][1260/3134] lr: 0.00010, eta: 0:48:39, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5687, top5_acc: 0.7844, loss_cls: 1.9051, loss: 1.9051 2020-06-18 21:19:34,905 - mmaction - INFO - Epoch [99][1280/3134] lr: 0.00010, eta: 0:48:27, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7969, loss_cls: 1.7658, loss: 1.7658 2020-06-18 21:19:46,454 - mmaction - INFO - Epoch [99][1300/3134] lr: 0.00010, eta: 0:48:15, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.5625, top5_acc: 0.8250, loss_cls: 1.8180, loss: 1.8180 2020-06-18 21:19:57,867 - mmaction - INFO - Epoch [99][1320/3134] lr: 0.00010, eta: 0:48:04, time: 0.571, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7750, loss_cls: 1.9608, loss: 1.9608 2020-06-18 21:20:09,374 - mmaction - INFO - Epoch [99][1340/3134] lr: 0.00010, eta: 0:47:52, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7719, loss_cls: 1.9864, loss: 1.9864 2020-06-18 21:20:20,893 - mmaction - INFO - Epoch [99][1360/3134] lr: 0.00010, eta: 0:47:40, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7844, loss_cls: 2.0206, loss: 2.0206 2020-06-18 21:20:32,371 - mmaction - INFO - Epoch [99][1380/3134] lr: 0.00010, eta: 0:47:29, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7656, loss_cls: 1.9675, loss: 1.9675 2020-06-18 21:20:43,840 - mmaction - INFO - Epoch [99][1400/3134] lr: 0.00010, eta: 0:47:17, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7937, loss_cls: 1.7515, loss: 1.7515 2020-06-18 21:20:55,342 - mmaction - INFO - Epoch [99][1420/3134] lr: 0.00010, eta: 0:47:05, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7750, loss_cls: 1.9392, loss: 1.9392 2020-06-18 21:21:06,906 - mmaction - INFO - Epoch [99][1440/3134] lr: 0.00010, eta: 0:46:54, time: 0.579, data_time: 0.004, memory: 8339, top1_acc: 0.5250, top5_acc: 0.8031, loss_cls: 1.9133, loss: 1.9133 2020-06-18 21:21:18,445 - mmaction - INFO - Epoch [99][1460/3134] lr: 0.00010, eta: 0:46:42, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7875, loss_cls: 2.0002, loss: 2.0002 2020-06-18 21:21:29,876 - mmaction - INFO - Epoch [99][1480/3134] lr: 0.00010, eta: 0:46:30, time: 0.572, data_time: 0.002, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7844, loss_cls: 1.9739, loss: 1.9739 2020-06-18 21:21:41,469 - mmaction - INFO - Epoch [99][1500/3134] lr: 0.00010, eta: 0:46:19, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7531, loss_cls: 1.9185, loss: 1.9185 2020-06-18 21:21:52,981 - mmaction - INFO - Epoch [99][1520/3134] lr: 0.00010, eta: 0:46:07, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7688, loss_cls: 1.9920, loss: 1.9920 2020-06-18 21:22:04,469 - mmaction - INFO - Epoch [99][1540/3134] lr: 0.00010, eta: 0:45:56, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5687, top5_acc: 0.7906, loss_cls: 1.8270, loss: 1.8270 2020-06-18 21:22:15,996 - mmaction - INFO - Epoch [99][1560/3134] lr: 0.00010, eta: 0:45:44, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5906, top5_acc: 0.8313, loss_cls: 1.7298, loss: 1.7298 2020-06-18 21:22:27,501 - mmaction - INFO - Epoch [99][1580/3134] lr: 0.00010, eta: 0:45:32, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7781, loss_cls: 2.0233, loss: 2.0233 2020-06-18 21:22:39,001 - mmaction - INFO - Epoch [99][1600/3134] lr: 0.00010, eta: 0:45:21, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5625, top5_acc: 0.8156, loss_cls: 1.7303, loss: 1.7303 2020-06-18 21:22:50,451 - mmaction - INFO - Epoch [99][1620/3134] lr: 0.00010, eta: 0:45:09, time: 0.571, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7906, loss_cls: 1.9151, loss: 1.9151 2020-06-18 21:23:01,993 - mmaction - INFO - Epoch [99][1640/3134] lr: 0.00010, eta: 0:44:57, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5406, top5_acc: 0.8000, loss_cls: 1.8946, loss: 1.8946 2020-06-18 21:23:13,476 - mmaction - INFO - Epoch [99][1660/3134] lr: 0.00010, eta: 0:44:46, time: 0.573, data_time: 0.000, memory: 8339, top1_acc: 0.5813, top5_acc: 0.8187, loss_cls: 1.7998, loss: 1.7998 2020-06-18 21:23:25,015 - mmaction - INFO - Epoch [99][1680/3134] lr: 0.00010, eta: 0:44:34, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5406, top5_acc: 0.8031, loss_cls: 1.8787, loss: 1.8787 2020-06-18 21:23:36,555 - mmaction - INFO - Epoch [99][1700/3134] lr: 0.00010, eta: 0:44:22, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5406, top5_acc: 0.8094, loss_cls: 1.8227, loss: 1.8227 2020-06-18 21:23:48,077 - mmaction - INFO - Epoch [99][1720/3134] lr: 0.00010, eta: 0:44:11, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.5344, top5_acc: 0.8187, loss_cls: 1.8097, loss: 1.8097 2020-06-18 21:23:59,621 - mmaction - INFO - Epoch [99][1740/3134] lr: 0.00010, eta: 0:43:59, time: 0.577, data_time: 0.004, memory: 8339, top1_acc: 0.6188, top5_acc: 0.8281, loss_cls: 1.6769, loss: 1.6769 2020-06-18 21:24:11,198 - mmaction - INFO - Epoch [99][1760/3134] lr: 0.00010, eta: 0:43:47, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7562, loss_cls: 1.9592, loss: 1.9592 2020-06-18 21:24:22,634 - mmaction - INFO - Epoch [99][1780/3134] lr: 0.00010, eta: 0:43:36, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7875, loss_cls: 1.9513, loss: 1.9513 2020-06-18 21:24:34,283 - mmaction - INFO - Epoch [99][1800/3134] lr: 0.00010, eta: 0:43:24, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5719, top5_acc: 0.7937, loss_cls: 1.9152, loss: 1.9152 2020-06-18 21:24:45,733 - mmaction - INFO - Epoch [99][1820/3134] lr: 0.00010, eta: 0:43:12, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7750, loss_cls: 1.9545, loss: 1.9545 2020-06-18 21:24:57,261 - mmaction - INFO - Epoch [99][1840/3134] lr: 0.00010, eta: 0:43:01, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7906, loss_cls: 1.9977, loss: 1.9977 2020-06-18 21:25:08,812 - mmaction - INFO - Epoch [99][1860/3134] lr: 0.00010, eta: 0:42:49, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5750, top5_acc: 0.7781, loss_cls: 1.8514, loss: 1.8514 2020-06-18 21:25:20,199 - mmaction - INFO - Epoch [99][1880/3134] lr: 0.00010, eta: 0:42:37, time: 0.572, data_time: 0.004, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7812, loss_cls: 1.9730, loss: 1.9730 2020-06-18 21:25:31,659 - mmaction - INFO - Epoch [99][1900/3134] lr: 0.00010, eta: 0:42:26, time: 0.572, data_time: 0.000, memory: 8339, top1_acc: 0.5094, top5_acc: 0.8000, loss_cls: 1.8924, loss: 1.8924 2020-06-18 21:25:43,202 - mmaction - INFO - Epoch [99][1920/3134] lr: 0.00010, eta: 0:42:14, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7969, loss_cls: 1.9151, loss: 1.9151 2020-06-18 21:25:54,623 - mmaction - INFO - Epoch [99][1940/3134] lr: 0.00010, eta: 0:42:02, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5844, top5_acc: 0.8219, loss_cls: 1.7280, loss: 1.7280 2020-06-18 21:26:06,084 - mmaction - INFO - Epoch [99][1960/3134] lr: 0.00010, eta: 0:41:51, time: 0.572, data_time: 0.000, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7688, loss_cls: 1.9167, loss: 1.9167 2020-06-18 21:26:17,595 - mmaction - INFO - Epoch [99][1980/3134] lr: 0.00010, eta: 0:41:39, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7719, loss_cls: 1.9077, loss: 1.9077 2020-06-18 21:26:29,096 - mmaction - INFO - Epoch [99][2000/3134] lr: 0.00010, eta: 0:41:27, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7937, loss_cls: 1.9687, loss: 1.9687 2020-06-18 21:26:40,610 - mmaction - INFO - Epoch [99][2020/3134] lr: 0.00010, eta: 0:41:16, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.5687, top5_acc: 0.7844, loss_cls: 1.8670, loss: 1.8670 2020-06-18 21:26:52,117 - mmaction - INFO - Epoch [99][2040/3134] lr: 0.00010, eta: 0:41:04, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5625, top5_acc: 0.8094, loss_cls: 1.7657, loss: 1.7657 2020-06-18 21:27:03,614 - mmaction - INFO - Epoch [99][2060/3134] lr: 0.00010, eta: 0:40:52, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5687, top5_acc: 0.8187, loss_cls: 1.7704, loss: 1.7704 2020-06-18 21:27:15,103 - mmaction - INFO - Epoch [99][2080/3134] lr: 0.00010, eta: 0:40:41, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.6000, top5_acc: 0.8281, loss_cls: 1.7283, loss: 1.7283 2020-06-18 21:27:26,691 - mmaction - INFO - Epoch [99][2100/3134] lr: 0.00010, eta: 0:40:29, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5969, top5_acc: 0.7937, loss_cls: 1.8173, loss: 1.8173 2020-06-18 21:27:38,208 - mmaction - INFO - Epoch [99][2120/3134] lr: 0.00010, eta: 0:40:17, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5906, top5_acc: 0.7969, loss_cls: 1.7928, loss: 1.7928 2020-06-18 21:27:49,750 - mmaction - INFO - Epoch [99][2140/3134] lr: 0.00010, eta: 0:40:06, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5875, top5_acc: 0.7750, loss_cls: 1.8631, loss: 1.8631 2020-06-18 21:28:01,184 - mmaction - INFO - Epoch [99][2160/3134] lr: 0.00010, eta: 0:39:54, time: 0.574, data_time: 0.004, memory: 8339, top1_acc: 0.5687, top5_acc: 0.7594, loss_cls: 1.9246, loss: 1.9246 2020-06-18 21:28:12,699 - mmaction - INFO - Epoch [99][2180/3134] lr: 0.00010, eta: 0:39:42, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5000, top5_acc: 0.8094, loss_cls: 1.8935, loss: 1.8935 2020-06-18 21:28:24,226 - mmaction - INFO - Epoch [99][2200/3134] lr: 0.00010, eta: 0:39:31, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7875, loss_cls: 1.9973, loss: 1.9973 2020-06-18 21:28:35,755 - mmaction - INFO - Epoch [99][2220/3134] lr: 0.00010, eta: 0:39:19, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7875, loss_cls: 1.7936, loss: 1.7936 2020-06-18 21:28:47,237 - mmaction - INFO - Epoch [99][2240/3134] lr: 0.00010, eta: 0:39:07, time: 0.574, data_time: 0.000, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7844, loss_cls: 1.9452, loss: 1.9452 2020-06-18 21:28:58,666 - mmaction - INFO - Epoch [99][2260/3134] lr: 0.00010, eta: 0:38:56, time: 0.570, data_time: 0.002, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7969, loss_cls: 1.8586, loss: 1.8586 2020-06-18 21:29:10,162 - mmaction - INFO - Epoch [99][2280/3134] lr: 0.00010, eta: 0:38:44, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7531, loss_cls: 2.1289, loss: 2.1289 2020-06-18 21:29:21,671 - mmaction - INFO - Epoch [99][2300/3134] lr: 0.00010, eta: 0:38:32, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5594, top5_acc: 0.8000, loss_cls: 1.9595, loss: 1.9595 2020-06-18 21:29:33,148 - mmaction - INFO - Epoch [99][2320/3134] lr: 0.00010, eta: 0:38:21, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5906, top5_acc: 0.8250, loss_cls: 1.7015, loss: 1.7015 2020-06-18 21:29:44,640 - mmaction - INFO - Epoch [99][2340/3134] lr: 0.00010, eta: 0:38:09, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5437, top5_acc: 0.8000, loss_cls: 1.8392, loss: 1.8392 2020-06-18 21:29:56,107 - mmaction - INFO - Epoch [99][2360/3134] lr: 0.00010, eta: 0:37:57, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7937, loss_cls: 1.9536, loss: 1.9536 2020-06-18 21:30:07,604 - mmaction - INFO - Epoch [99][2380/3134] lr: 0.00010, eta: 0:37:46, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7375, loss_cls: 1.9822, loss: 1.9822 2020-06-18 21:30:19,106 - mmaction - INFO - Epoch [99][2400/3134] lr: 0.00010, eta: 0:37:34, time: 0.576, data_time: 0.005, memory: 8339, top1_acc: 0.4844, top5_acc: 0.7250, loss_cls: 2.2006, loss: 2.2006 2020-06-18 21:30:30,554 - mmaction - INFO - Epoch [99][2420/3134] lr: 0.00010, eta: 0:37:22, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7656, loss_cls: 2.0054, loss: 2.0054 2020-06-18 21:30:42,069 - mmaction - INFO - Epoch [99][2440/3134] lr: 0.00010, eta: 0:37:11, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.5719, top5_acc: 0.8187, loss_cls: 1.9272, loss: 1.9272 2020-06-18 21:30:53,586 - mmaction - INFO - Epoch [99][2460/3134] lr: 0.00010, eta: 0:36:59, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.6406, top5_acc: 0.8187, loss_cls: 1.6403, loss: 1.6403 2020-06-18 21:31:05,123 - mmaction - INFO - Epoch [99][2480/3134] lr: 0.00010, eta: 0:36:47, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.8000, loss_cls: 1.9648, loss: 1.9648 2020-06-18 21:31:16,670 - mmaction - INFO - Epoch [99][2500/3134] lr: 0.00010, eta: 0:36:36, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7844, loss_cls: 1.9684, loss: 1.9684 2020-06-18 21:31:28,215 - mmaction - INFO - Epoch [99][2520/3134] lr: 0.00010, eta: 0:36:24, time: 0.577, data_time: 0.004, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7875, loss_cls: 1.8424, loss: 1.8424 2020-06-18 21:31:39,707 - mmaction - INFO - Epoch [99][2540/3134] lr: 0.00010, eta: 0:36:13, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5687, top5_acc: 0.7937, loss_cls: 1.9116, loss: 1.9116 2020-06-18 21:31:51,135 - mmaction - INFO - Epoch [99][2560/3134] lr: 0.00010, eta: 0:36:01, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.6031, top5_acc: 0.8375, loss_cls: 1.6377, loss: 1.6377 2020-06-18 21:32:02,674 - mmaction - INFO - Epoch [99][2580/3134] lr: 0.00010, eta: 0:35:49, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7906, loss_cls: 1.9187, loss: 1.9187 2020-06-18 21:32:14,207 - mmaction - INFO - Epoch [99][2600/3134] lr: 0.00010, eta: 0:35:38, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5813, top5_acc: 0.8281, loss_cls: 1.7618, loss: 1.7618 2020-06-18 21:32:25,736 - mmaction - INFO - Epoch [99][2620/3134] lr: 0.00010, eta: 0:35:26, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7719, loss_cls: 1.9837, loss: 1.9837 2020-06-18 21:32:37,200 - mmaction - INFO - Epoch [99][2640/3134] lr: 0.00010, eta: 0:35:14, time: 0.575, data_time: 0.004, memory: 8339, top1_acc: 0.5250, top5_acc: 0.8000, loss_cls: 1.8975, loss: 1.8975 2020-06-18 21:32:48,727 - mmaction - INFO - Epoch [99][2660/3134] lr: 0.00010, eta: 0:35:03, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7719, loss_cls: 1.9586, loss: 1.9586 2020-06-18 21:33:00,251 - mmaction - INFO - Epoch [99][2680/3134] lr: 0.00010, eta: 0:34:51, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7438, loss_cls: 2.0820, loss: 2.0820 2020-06-18 21:33:11,698 - mmaction - INFO - Epoch [99][2700/3134] lr: 0.00010, eta: 0:34:39, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5719, top5_acc: 0.8156, loss_cls: 1.7711, loss: 1.7711 2020-06-18 21:33:23,244 - mmaction - INFO - Epoch [99][2720/3134] lr: 0.00010, eta: 0:34:28, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7812, loss_cls: 1.9564, loss: 1.9564 2020-06-18 21:33:34,812 - mmaction - INFO - Epoch [99][2740/3134] lr: 0.00010, eta: 0:34:16, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.4656, top5_acc: 0.7594, loss_cls: 2.2085, loss: 2.2085 2020-06-18 21:33:46,436 - mmaction - INFO - Epoch [99][2760/3134] lr: 0.00010, eta: 0:34:04, time: 0.582, data_time: 0.002, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7719, loss_cls: 2.0018, loss: 2.0018 2020-06-18 21:33:57,965 - mmaction - INFO - Epoch [99][2780/3134] lr: 0.00010, eta: 0:33:53, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7844, loss_cls: 1.9588, loss: 1.9588 2020-06-18 21:34:09,504 - mmaction - INFO - Epoch [99][2800/3134] lr: 0.00010, eta: 0:33:41, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.5938, top5_acc: 0.8125, loss_cls: 1.7909, loss: 1.7909 2020-06-18 21:34:21,058 - mmaction - INFO - Epoch [99][2820/3134] lr: 0.00010, eta: 0:33:29, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7844, loss_cls: 1.9472, loss: 1.9472 2020-06-18 21:34:32,622 - mmaction - INFO - Epoch [99][2840/3134] lr: 0.00010, eta: 0:33:18, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7688, loss_cls: 1.9975, loss: 1.9975 2020-06-18 21:34:44,138 - mmaction - INFO - Epoch [99][2860/3134] lr: 0.00010, eta: 0:33:06, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7969, loss_cls: 1.8796, loss: 1.8796 2020-06-18 21:34:55,588 - mmaction - INFO - Epoch [99][2880/3134] lr: 0.00010, eta: 0:32:54, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.5813, top5_acc: 0.8063, loss_cls: 1.8341, loss: 1.8341 2020-06-18 21:35:07,157 - mmaction - INFO - Epoch [99][2900/3134] lr: 0.00010, eta: 0:32:43, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5875, top5_acc: 0.8156, loss_cls: 1.6709, loss: 1.6709 2020-06-18 21:35:18,648 - mmaction - INFO - Epoch [99][2920/3134] lr: 0.00010, eta: 0:32:31, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7719, loss_cls: 2.1112, loss: 2.1112 2020-06-18 21:35:30,168 - mmaction - INFO - Epoch [99][2940/3134] lr: 0.00010, eta: 0:32:19, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.5844, top5_acc: 0.7656, loss_cls: 1.8651, loss: 1.8651 2020-06-18 21:35:41,640 - mmaction - INFO - Epoch [99][2960/3134] lr: 0.00010, eta: 0:32:08, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5531, top5_acc: 0.8125, loss_cls: 1.8014, loss: 1.8014 2020-06-18 21:35:53,189 - mmaction - INFO - Epoch [99][2980/3134] lr: 0.00010, eta: 0:31:56, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5719, top5_acc: 0.8187, loss_cls: 1.7621, loss: 1.7621 2020-06-18 21:36:04,725 - mmaction - INFO - Epoch [99][3000/3134] lr: 0.00010, eta: 0:31:44, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.4719, top5_acc: 0.7406, loss_cls: 2.1740, loss: 2.1740 2020-06-18 21:36:16,263 - mmaction - INFO - Epoch [99][3020/3134] lr: 0.00010, eta: 0:31:33, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7781, loss_cls: 1.9582, loss: 1.9582 2020-06-18 21:36:27,723 - mmaction - INFO - Epoch [99][3040/3134] lr: 0.00010, eta: 0:31:21, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7500, loss_cls: 1.9556, loss: 1.9556 2020-06-18 21:36:39,262 - mmaction - INFO - Epoch [99][3060/3134] lr: 0.00010, eta: 0:31:09, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.5813, top5_acc: 0.8219, loss_cls: 1.8131, loss: 1.8131 2020-06-18 21:36:50,732 - mmaction - INFO - Epoch [99][3080/3134] lr: 0.00010, eta: 0:30:58, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5563, top5_acc: 0.8125, loss_cls: 1.7325, loss: 1.7325 2020-06-18 21:37:02,200 - mmaction - INFO - Epoch [99][3100/3134] lr: 0.00010, eta: 0:30:46, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5531, top5_acc: 0.8125, loss_cls: 1.8940, loss: 1.8940 2020-06-18 21:37:13,687 - mmaction - INFO - Epoch [99][3120/3134] lr: 0.00010, eta: 0:30:34, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5750, top5_acc: 0.8094, loss_cls: 1.8326, loss: 1.8326 2020-06-18 21:37:48,315 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-18 21:37:49,569 - mmaction - INFO - top1_acc 0.2812 top5_acc 0.5294 2020-06-18 21:37:49,585 - mmaction - INFO - Epoch [99][3134/3134] lr: 0.00010, top1_acc: 0.2812, top5_acc: 0.5294 2020-06-18 21:38:04,703 - mmaction - INFO - Epoch [100][20/3134] lr: 0.00010, eta: 0:30:15, time: 0.756, data_time: 0.179, memory: 8339, top1_acc: 0.5750, top5_acc: 0.8219, loss_cls: 1.7300, loss: 1.7300 2020-06-18 21:38:16,155 - mmaction - INFO - Epoch [100][40/3134] lr: 0.00010, eta: 0:30:03, time: 0.571, data_time: 0.002, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7812, loss_cls: 1.9128, loss: 1.9128 2020-06-18 21:38:27,634 - mmaction - INFO - Epoch [100][60/3134] lr: 0.00010, eta: 0:29:51, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7625, loss_cls: 2.0697, loss: 2.0697 2020-06-18 21:38:39,169 - mmaction - INFO - Epoch [100][80/3134] lr: 0.00010, eta: 0:29:40, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7875, loss_cls: 1.9276, loss: 1.9276 2020-06-18 21:38:50,598 - mmaction - INFO - Epoch [100][100/3134] lr: 0.00010, eta: 0:29:28, time: 0.571, data_time: 0.003, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7844, loss_cls: 1.9888, loss: 1.9888 2020-06-18 21:39:02,062 - mmaction - INFO - Epoch [100][120/3134] lr: 0.00010, eta: 0:29:16, time: 0.575, data_time: 0.004, memory: 8339, top1_acc: 0.5500, top5_acc: 0.8313, loss_cls: 1.7894, loss: 1.7894 2020-06-18 21:39:13,591 - mmaction - INFO - Epoch [100][140/3134] lr: 0.00010, eta: 0:29:05, time: 0.576, data_time: 0.000, memory: 8339, top1_acc: 0.6000, top5_acc: 0.8031, loss_cls: 1.7538, loss: 1.7538 2020-06-18 21:39:25,280 - mmaction - INFO - Epoch [100][160/3134] lr: 0.00010, eta: 0:28:53, time: 0.584, data_time: 0.003, memory: 8339, top1_acc: 0.5281, top5_acc: 0.8063, loss_cls: 1.9390, loss: 1.9390 2020-06-18 21:39:36,720 - mmaction - INFO - Epoch [100][180/3134] lr: 0.00010, eta: 0:28:41, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7937, loss_cls: 1.9290, loss: 1.9290 2020-06-18 21:39:48,222 - mmaction - INFO - Epoch [100][200/3134] lr: 0.00010, eta: 0:28:30, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.5750, top5_acc: 0.7719, loss_cls: 1.8334, loss: 1.8334 2020-06-18 21:39:59,762 - mmaction - INFO - Epoch [100][220/3134] lr: 0.00010, eta: 0:28:18, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5594, top5_acc: 0.8000, loss_cls: 1.8037, loss: 1.8037 2020-06-18 21:40:11,292 - mmaction - INFO - Epoch [100][240/3134] lr: 0.00010, eta: 0:28:06, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7406, loss_cls: 1.9715, loss: 1.9715 2020-06-18 21:40:22,777 - mmaction - INFO - Epoch [100][260/3134] lr: 0.00010, eta: 0:27:55, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5750, top5_acc: 0.8438, loss_cls: 1.7214, loss: 1.7214 2020-06-18 21:40:34,278 - mmaction - INFO - Epoch [100][280/3134] lr: 0.00010, eta: 0:27:43, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7969, loss_cls: 1.9400, loss: 1.9400 2020-06-18 21:40:45,893 - mmaction - INFO - Epoch [100][300/3134] lr: 0.00010, eta: 0:27:31, time: 0.582, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7781, loss_cls: 2.0719, loss: 2.0719 2020-06-18 21:40:57,499 - mmaction - INFO - Epoch [100][320/3134] lr: 0.00010, eta: 0:27:20, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7812, loss_cls: 1.9165, loss: 1.9165 2020-06-18 21:41:09,038 - mmaction - INFO - Epoch [100][340/3134] lr: 0.00010, eta: 0:27:08, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.5406, top5_acc: 0.8063, loss_cls: 1.9005, loss: 1.9005 2020-06-18 21:41:20,507 - mmaction - INFO - Epoch [100][360/3134] lr: 0.00010, eta: 0:26:56, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5563, top5_acc: 0.8125, loss_cls: 1.7630, loss: 1.7630 2020-06-18 21:41:32,008 - mmaction - INFO - Epoch [100][380/3134] lr: 0.00010, eta: 0:26:45, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7531, loss_cls: 1.9610, loss: 1.9610 2020-06-18 21:41:43,523 - mmaction - INFO - Epoch [100][400/3134] lr: 0.00010, eta: 0:26:33, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7937, loss_cls: 1.8598, loss: 1.8598 2020-06-18 21:41:55,053 - mmaction - INFO - Epoch [100][420/3134] lr: 0.00010, eta: 0:26:21, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7937, loss_cls: 1.8387, loss: 1.8387 2020-06-18 21:42:06,502 - mmaction - INFO - Epoch [100][440/3134] lr: 0.00010, eta: 0:26:10, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7688, loss_cls: 1.9730, loss: 1.9730 2020-06-18 21:42:17,937 - mmaction - INFO - Epoch [100][460/3134] lr: 0.00010, eta: 0:25:58, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7719, loss_cls: 1.9678, loss: 1.9678 2020-06-18 21:42:29,494 - mmaction - INFO - Epoch [100][480/3134] lr: 0.00010, eta: 0:25:46, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7969, loss_cls: 1.9196, loss: 1.9196 2020-06-18 21:42:41,037 - mmaction - INFO - Epoch [100][500/3134] lr: 0.00010, eta: 0:25:35, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5687, top5_acc: 0.8156, loss_cls: 1.6868, loss: 1.6868 2020-06-18 21:42:52,611 - mmaction - INFO - Epoch [100][520/3134] lr: 0.00010, eta: 0:25:23, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5938, top5_acc: 0.8500, loss_cls: 1.6573, loss: 1.6573 2020-06-18 21:43:04,112 - mmaction - INFO - Epoch [100][540/3134] lr: 0.00010, eta: 0:25:11, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5938, top5_acc: 0.8531, loss_cls: 1.7339, loss: 1.7339 2020-06-18 21:43:15,662 - mmaction - INFO - Epoch [100][560/3134] lr: 0.00010, eta: 0:25:00, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5406, top5_acc: 0.8094, loss_cls: 1.8231, loss: 1.8231 2020-06-18 21:43:27,226 - mmaction - INFO - Epoch [100][580/3134] lr: 0.00010, eta: 0:24:48, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5563, top5_acc: 0.8063, loss_cls: 1.9012, loss: 1.9012 2020-06-18 21:43:38,698 - mmaction - INFO - Epoch [100][600/3134] lr: 0.00010, eta: 0:24:36, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7906, loss_cls: 1.9241, loss: 1.9241 2020-06-18 21:43:50,222 - mmaction - INFO - Epoch [100][620/3134] lr: 0.00010, eta: 0:24:25, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5375, top5_acc: 0.8031, loss_cls: 1.9683, loss: 1.9683 2020-06-18 21:44:01,794 - mmaction - INFO - Epoch [100][640/3134] lr: 0.00010, eta: 0:24:13, time: 0.580, data_time: 0.002, memory: 8339, top1_acc: 0.5594, top5_acc: 0.7906, loss_cls: 1.9251, loss: 1.9251 2020-06-18 21:44:13,458 - mmaction - INFO - Epoch [100][660/3134] lr: 0.00010, eta: 0:24:01, time: 0.582, data_time: 0.000, memory: 8339, top1_acc: 0.5781, top5_acc: 0.8219, loss_cls: 1.7421, loss: 1.7421 2020-06-18 21:44:24,938 - mmaction - INFO - Epoch [100][680/3134] lr: 0.00010, eta: 0:23:50, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5469, top5_acc: 0.8094, loss_cls: 1.8366, loss: 1.8366 2020-06-18 21:44:36,579 - mmaction - INFO - Epoch [100][700/3134] lr: 0.00010, eta: 0:23:38, time: 0.581, data_time: 0.002, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7969, loss_cls: 1.9600, loss: 1.9600 2020-06-18 21:44:48,078 - mmaction - INFO - Epoch [100][720/3134] lr: 0.00010, eta: 0:23:26, time: 0.576, data_time: 0.004, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7719, loss_cls: 1.9849, loss: 1.9849 2020-06-18 21:44:59,621 - mmaction - INFO - Epoch [100][740/3134] lr: 0.00010, eta: 0:23:15, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.5969, top5_acc: 0.8000, loss_cls: 1.8124, loss: 1.8124 2020-06-18 21:45:11,169 - mmaction - INFO - Epoch [100][760/3134] lr: 0.00010, eta: 0:23:03, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7969, loss_cls: 1.8194, loss: 1.8194 2020-06-18 21:45:22,671 - mmaction - INFO - Epoch [100][780/3134] lr: 0.00010, eta: 0:22:52, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.5719, top5_acc: 0.7875, loss_cls: 1.9055, loss: 1.9055 2020-06-18 21:45:34,225 - mmaction - INFO - Epoch [100][800/3134] lr: 0.00010, eta: 0:22:40, time: 0.576, data_time: 0.000, memory: 8339, top1_acc: 0.5906, top5_acc: 0.8125, loss_cls: 1.7232, loss: 1.7232 2020-06-18 21:45:45,834 - mmaction - INFO - Epoch [100][820/3134] lr: 0.00010, eta: 0:22:28, time: 0.581, data_time: 0.004, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7469, loss_cls: 2.0000, loss: 2.0000 2020-06-18 21:45:57,312 - mmaction - INFO - Epoch [100][840/3134] lr: 0.00010, eta: 0:22:17, time: 0.574, data_time: 0.002, memory: 8339, top1_acc: 0.5344, top5_acc: 0.8094, loss_cls: 1.9390, loss: 1.9390 2020-06-18 21:46:08,755 - mmaction - INFO - Epoch [100][860/3134] lr: 0.00010, eta: 0:22:05, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5469, top5_acc: 0.8094, loss_cls: 1.8422, loss: 1.8422 2020-06-18 21:46:20,289 - mmaction - INFO - Epoch [100][880/3134] lr: 0.00010, eta: 0:21:53, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.5437, top5_acc: 0.8063, loss_cls: 1.8932, loss: 1.8932 2020-06-18 21:46:31,791 - mmaction - INFO - Epoch [100][900/3134] lr: 0.00010, eta: 0:21:42, time: 0.577, data_time: 0.004, memory: 8339, top1_acc: 0.5687, top5_acc: 0.8219, loss_cls: 1.8209, loss: 1.8209 2020-06-18 21:46:43,353 - mmaction - INFO - Epoch [100][920/3134] lr: 0.00010, eta: 0:21:30, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5813, top5_acc: 0.8094, loss_cls: 1.7753, loss: 1.7753 2020-06-18 21:46:54,846 - mmaction - INFO - Epoch [100][940/3134] lr: 0.00010, eta: 0:21:18, time: 0.576, data_time: 0.004, memory: 8339, top1_acc: 0.5406, top5_acc: 0.8063, loss_cls: 1.9768, loss: 1.9768 2020-06-18 21:47:06,397 - mmaction - INFO - Epoch [100][960/3134] lr: 0.00010, eta: 0:21:07, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.5687, top5_acc: 0.7812, loss_cls: 1.9101, loss: 1.9101 2020-06-18 21:47:17,884 - mmaction - INFO - Epoch [100][980/3134] lr: 0.00010, eta: 0:20:55, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7812, loss_cls: 1.9387, loss: 1.9387 2020-06-18 21:47:29,454 - mmaction - INFO - Epoch [100][1000/3134] lr: 0.00010, eta: 0:20:43, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7969, loss_cls: 1.9358, loss: 1.9358 2020-06-18 21:47:40,986 - mmaction - INFO - Epoch [100][1020/3134] lr: 0.00010, eta: 0:20:32, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5219, top5_acc: 0.8156, loss_cls: 1.9221, loss: 1.9221 2020-06-18 21:47:52,486 - mmaction - INFO - Epoch [100][1040/3134] lr: 0.00010, eta: 0:20:20, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.5781, top5_acc: 0.8438, loss_cls: 1.6285, loss: 1.6285 2020-06-18 21:48:04,059 - mmaction - INFO - Epoch [100][1060/3134] lr: 0.00010, eta: 0:20:08, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5719, top5_acc: 0.8125, loss_cls: 1.9229, loss: 1.9229 2020-06-18 21:48:15,558 - mmaction - INFO - Epoch [100][1080/3134] lr: 0.00010, eta: 0:19:57, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5781, top5_acc: 0.8063, loss_cls: 1.7298, loss: 1.7298 2020-06-18 21:48:27,052 - mmaction - INFO - Epoch [100][1100/3134] lr: 0.00010, eta: 0:19:45, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5375, top5_acc: 0.8156, loss_cls: 1.9594, loss: 1.9594 2020-06-18 21:48:38,511 - mmaction - INFO - Epoch [100][1120/3134] lr: 0.00010, eta: 0:19:33, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5594, top5_acc: 0.8125, loss_cls: 1.7269, loss: 1.7269 2020-06-18 21:48:50,059 - mmaction - INFO - Epoch [100][1140/3134] lr: 0.00010, eta: 0:19:22, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.5375, top5_acc: 0.8000, loss_cls: 1.9008, loss: 1.9008 2020-06-18 21:49:01,576 - mmaction - INFO - Epoch [100][1160/3134] lr: 0.00010, eta: 0:19:10, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7688, loss_cls: 1.9384, loss: 1.9384 2020-06-18 21:49:13,019 - mmaction - INFO - Epoch [100][1180/3134] lr: 0.00010, eta: 0:18:58, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5281, top5_acc: 0.8031, loss_cls: 1.8672, loss: 1.8672 2020-06-18 21:49:24,535 - mmaction - INFO - Epoch [100][1200/3134] lr: 0.00010, eta: 0:18:47, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5719, top5_acc: 0.7937, loss_cls: 1.8792, loss: 1.8792 2020-06-18 21:49:36,077 - mmaction - INFO - Epoch [100][1220/3134] lr: 0.00010, eta: 0:18:35, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5188, top5_acc: 0.8000, loss_cls: 1.8523, loss: 1.8523 2020-06-18 21:49:47,548 - mmaction - INFO - Epoch [100][1240/3134] lr: 0.00010, eta: 0:18:23, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5719, top5_acc: 0.7750, loss_cls: 1.8364, loss: 1.8364 2020-06-18 21:49:59,096 - mmaction - INFO - Epoch [100][1260/3134] lr: 0.00010, eta: 0:18:12, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5844, top5_acc: 0.8250, loss_cls: 1.6757, loss: 1.6757 2020-06-18 21:50:10,653 - mmaction - INFO - Epoch [100][1280/3134] lr: 0.00010, eta: 0:18:00, time: 0.579, data_time: 0.003, memory: 8339, top1_acc: 0.5813, top5_acc: 0.8313, loss_cls: 1.7881, loss: 1.7881 2020-06-18 21:50:22,307 - mmaction - INFO - Epoch [100][1300/3134] lr: 0.00010, eta: 0:17:48, time: 0.583, data_time: 0.008, memory: 8339, top1_acc: 0.5062, top5_acc: 0.7406, loss_cls: 2.1079, loss: 2.1079 2020-06-18 21:50:33,840 - mmaction - INFO - Epoch [100][1320/3134] lr: 0.00010, eta: 0:17:37, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7312, loss_cls: 2.1418, loss: 2.1418 2020-06-18 21:50:45,289 - mmaction - INFO - Epoch [100][1340/3134] lr: 0.00010, eta: 0:17:25, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5625, top5_acc: 0.8281, loss_cls: 1.8492, loss: 1.8492 2020-06-18 21:50:56,806 - mmaction - INFO - Epoch [100][1360/3134] lr: 0.00010, eta: 0:17:13, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.5719, top5_acc: 0.8219, loss_cls: 1.7328, loss: 1.7328 2020-06-18 21:51:08,316 - mmaction - INFO - Epoch [100][1380/3134] lr: 0.00010, eta: 0:17:02, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7844, loss_cls: 2.0429, loss: 2.0429 2020-06-18 21:51:19,789 - mmaction - INFO - Epoch [100][1400/3134] lr: 0.00010, eta: 0:16:50, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.5437, top5_acc: 0.8156, loss_cls: 1.8197, loss: 1.8197 2020-06-18 21:51:31,356 - mmaction - INFO - Epoch [100][1420/3134] lr: 0.00010, eta: 0:16:38, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7844, loss_cls: 1.8372, loss: 1.8372 2020-06-18 21:51:42,872 - mmaction - INFO - Epoch [100][1440/3134] lr: 0.00010, eta: 0:16:27, time: 0.578, data_time: 0.004, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7875, loss_cls: 1.8891, loss: 1.8891 2020-06-18 21:51:54,399 - mmaction - INFO - Epoch [100][1460/3134] lr: 0.00010, eta: 0:16:15, time: 0.576, data_time: 0.001, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7656, loss_cls: 2.0225, loss: 2.0225 2020-06-18 21:52:05,888 - mmaction - INFO - Epoch [100][1480/3134] lr: 0.00010, eta: 0:16:03, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7562, loss_cls: 1.9956, loss: 1.9956 2020-06-18 21:52:17,400 - mmaction - INFO - Epoch [100][1500/3134] lr: 0.00010, eta: 0:15:52, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5750, top5_acc: 0.8031, loss_cls: 1.7668, loss: 1.7668 2020-06-18 21:52:28,848 - mmaction - INFO - Epoch [100][1520/3134] lr: 0.00010, eta: 0:15:40, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.5500, top5_acc: 0.8125, loss_cls: 1.7239, loss: 1.7239 2020-06-18 21:52:40,406 - mmaction - INFO - Epoch [100][1540/3134] lr: 0.00010, eta: 0:15:29, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5906, top5_acc: 0.8094, loss_cls: 1.7815, loss: 1.7815 2020-06-18 21:52:51,837 - mmaction - INFO - Epoch [100][1560/3134] lr: 0.00010, eta: 0:15:17, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5687, top5_acc: 0.8250, loss_cls: 1.7963, loss: 1.7963 2020-06-18 21:53:03,254 - mmaction - INFO - Epoch [100][1580/3134] lr: 0.00010, eta: 0:15:05, time: 0.570, data_time: 0.001, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7812, loss_cls: 1.9093, loss: 1.9093 2020-06-18 21:53:14,734 - mmaction - INFO - Epoch [100][1600/3134] lr: 0.00010, eta: 0:14:54, time: 0.575, data_time: 0.004, memory: 8339, top1_acc: 0.5656, top5_acc: 0.8125, loss_cls: 1.7680, loss: 1.7680 2020-06-18 21:53:26,314 - mmaction - INFO - Epoch [100][1620/3134] lr: 0.00010, eta: 0:14:42, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5656, top5_acc: 0.8063, loss_cls: 1.8767, loss: 1.8767 2020-06-18 21:53:37,837 - mmaction - INFO - Epoch [100][1640/3134] lr: 0.00010, eta: 0:14:30, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7719, loss_cls: 1.9142, loss: 1.9142 2020-06-18 21:53:49,376 - mmaction - INFO - Epoch [100][1660/3134] lr: 0.00010, eta: 0:14:19, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7937, loss_cls: 1.8771, loss: 1.8771 2020-06-18 21:54:00,905 - mmaction - INFO - Epoch [100][1680/3134] lr: 0.00010, eta: 0:14:07, time: 0.577, data_time: 0.004, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7750, loss_cls: 1.9550, loss: 1.9550 2020-06-18 21:54:12,413 - mmaction - INFO - Epoch [100][1700/3134] lr: 0.00010, eta: 0:13:55, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7344, loss_cls: 2.0655, loss: 2.0655 2020-06-18 21:54:23,931 - mmaction - INFO - Epoch [100][1720/3134] lr: 0.00010, eta: 0:13:44, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.5469, top5_acc: 0.8031, loss_cls: 1.7982, loss: 1.7982 2020-06-18 21:54:35,476 - mmaction - INFO - Epoch [100][1740/3134] lr: 0.00010, eta: 0:13:32, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.5219, top5_acc: 0.7875, loss_cls: 1.9311, loss: 1.9311 2020-06-18 21:54:46,939 - mmaction - INFO - Epoch [100][1760/3134] lr: 0.00010, eta: 0:13:20, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5500, top5_acc: 0.8063, loss_cls: 1.9037, loss: 1.9037 2020-06-18 21:54:58,438 - mmaction - INFO - Epoch [100][1780/3134] lr: 0.00010, eta: 0:13:09, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7656, loss_cls: 1.9416, loss: 1.9416 2020-06-18 21:55:09,978 - mmaction - INFO - Epoch [100][1800/3134] lr: 0.00010, eta: 0:12:57, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5375, top5_acc: 0.8125, loss_cls: 1.8494, loss: 1.8494 2020-06-18 21:55:21,399 - mmaction - INFO - Epoch [100][1820/3134] lr: 0.00010, eta: 0:12:45, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5094, top5_acc: 0.7656, loss_cls: 2.0666, loss: 2.0666 2020-06-18 21:55:32,865 - mmaction - INFO - Epoch [100][1840/3134] lr: 0.00010, eta: 0:12:34, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5969, top5_acc: 0.8125, loss_cls: 1.7780, loss: 1.7780 2020-06-18 21:55:44,401 - mmaction - INFO - Epoch [100][1860/3134] lr: 0.00010, eta: 0:12:22, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5281, top5_acc: 0.7844, loss_cls: 1.9520, loss: 1.9520 2020-06-18 21:55:55,886 - mmaction - INFO - Epoch [100][1880/3134] lr: 0.00010, eta: 0:12:10, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.5844, top5_acc: 0.7875, loss_cls: 1.8240, loss: 1.8240 2020-06-18 21:56:07,368 - mmaction - INFO - Epoch [100][1900/3134] lr: 0.00010, eta: 0:11:59, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5719, top5_acc: 0.7750, loss_cls: 1.8080, loss: 1.8080 2020-06-18 21:56:18,930 - mmaction - INFO - Epoch [100][1920/3134] lr: 0.00010, eta: 0:11:47, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.4906, top5_acc: 0.7719, loss_cls: 2.0430, loss: 2.0430 2020-06-18 21:56:30,502 - mmaction - INFO - Epoch [100][1940/3134] lr: 0.00010, eta: 0:11:35, time: 0.580, data_time: 0.003, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7750, loss_cls: 1.9190, loss: 1.9190 2020-06-18 21:56:41,926 - mmaction - INFO - Epoch [100][1960/3134] lr: 0.00010, eta: 0:11:24, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.5969, top5_acc: 0.8219, loss_cls: 1.7310, loss: 1.7310 2020-06-18 21:56:53,491 - mmaction - INFO - Epoch [100][1980/3134] lr: 0.00010, eta: 0:11:12, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5938, top5_acc: 0.8250, loss_cls: 1.7428, loss: 1.7428 2020-06-18 21:57:05,063 - mmaction - INFO - Epoch [100][2000/3134] lr: 0.00010, eta: 0:11:00, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7688, loss_cls: 2.0166, loss: 2.0166 2020-06-18 21:57:16,589 - mmaction - INFO - Epoch [100][2020/3134] lr: 0.00010, eta: 0:10:49, time: 0.577, data_time: 0.002, memory: 8339, top1_acc: 0.5875, top5_acc: 0.8031, loss_cls: 1.8158, loss: 1.8158 2020-06-18 21:57:28,122 - mmaction - INFO - Epoch [100][2040/3134] lr: 0.00010, eta: 0:10:37, time: 0.576, data_time: 0.002, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7875, loss_cls: 1.8697, loss: 1.8697 2020-06-18 21:57:39,611 - mmaction - INFO - Epoch [100][2060/3134] lr: 0.00010, eta: 0:10:25, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7375, loss_cls: 2.0212, loss: 2.0212 2020-06-18 21:57:51,100 - mmaction - INFO - Epoch [100][2080/3134] lr: 0.00010, eta: 0:10:14, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.5469, top5_acc: 0.7844, loss_cls: 1.7973, loss: 1.7973 2020-06-18 21:58:02,557 - mmaction - INFO - Epoch [100][2100/3134] lr: 0.00010, eta: 0:10:02, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7937, loss_cls: 1.9010, loss: 1.9010 2020-06-18 21:58:14,052 - mmaction - INFO - Epoch [100][2120/3134] lr: 0.00010, eta: 0:09:50, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5813, top5_acc: 0.8219, loss_cls: 1.7266, loss: 1.7266 2020-06-18 21:58:25,547 - mmaction - INFO - Epoch [100][2140/3134] lr: 0.00010, eta: 0:09:39, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7750, loss_cls: 1.8595, loss: 1.8595 2020-06-18 21:58:37,025 - mmaction - INFO - Epoch [100][2160/3134] lr: 0.00010, eta: 0:09:27, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5469, top5_acc: 0.8063, loss_cls: 1.8580, loss: 1.8580 2020-06-18 21:58:48,583 - mmaction - INFO - Epoch [100][2180/3134] lr: 0.00010, eta: 0:09:16, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5969, top5_acc: 0.7969, loss_cls: 1.8326, loss: 1.8326 2020-06-18 21:59:00,125 - mmaction - INFO - Epoch [100][2200/3134] lr: 0.00010, eta: 0:09:04, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.2471, loss: 2.2471 2020-06-18 21:59:11,619 - mmaction - INFO - Epoch [100][2220/3134] lr: 0.00010, eta: 0:08:52, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5781, top5_acc: 0.8000, loss_cls: 1.8952, loss: 1.8952 2020-06-18 21:59:23,043 - mmaction - INFO - Epoch [100][2240/3134] lr: 0.00010, eta: 0:08:41, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7844, loss_cls: 1.9342, loss: 1.9342 2020-06-18 21:59:34,610 - mmaction - INFO - Epoch [100][2260/3134] lr: 0.00010, eta: 0:08:29, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5188, top5_acc: 0.7812, loss_cls: 1.9350, loss: 1.9350 2020-06-18 21:59:46,170 - mmaction - INFO - Epoch [100][2280/3134] lr: 0.00010, eta: 0:08:17, time: 0.578, data_time: 0.002, memory: 8339, top1_acc: 0.5563, top5_acc: 0.8000, loss_cls: 1.7865, loss: 1.7865 2020-06-18 21:59:57,666 - mmaction - INFO - Epoch [100][2300/3134] lr: 0.00010, eta: 0:08:06, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5750, top5_acc: 0.8219, loss_cls: 1.7149, loss: 1.7149 2020-06-18 22:00:10,233 - mmaction - INFO - Epoch [100][2320/3134] lr: 0.00010, eta: 0:07:54, time: 0.625, data_time: 0.005, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7656, loss_cls: 1.9832, loss: 1.9832 2020-06-18 22:00:22,293 - mmaction - INFO - Epoch [100][2340/3134] lr: 0.00010, eta: 0:07:42, time: 0.604, data_time: 0.006, memory: 8339, top1_acc: 0.5781, top5_acc: 0.7844, loss_cls: 1.7393, loss: 1.7393 2020-06-18 22:00:33,776 - mmaction - INFO - Epoch [100][2360/3134] lr: 0.00010, eta: 0:07:31, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7750, loss_cls: 1.9136, loss: 1.9136 2020-06-18 22:00:45,305 - mmaction - INFO - Epoch [100][2380/3134] lr: 0.00010, eta: 0:07:19, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7719, loss_cls: 2.0419, loss: 2.0419 2020-06-18 22:00:56,721 - mmaction - INFO - Epoch [100][2400/3134] lr: 0.00010, eta: 0:07:07, time: 0.573, data_time: 0.004, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7719, loss_cls: 1.9551, loss: 1.9551 2020-06-18 22:01:08,339 - mmaction - INFO - Epoch [100][2420/3134] lr: 0.00010, eta: 0:06:56, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.4938, top5_acc: 0.7781, loss_cls: 2.1401, loss: 2.1401 2020-06-18 22:01:19,775 - mmaction - INFO - Epoch [100][2440/3134] lr: 0.00010, eta: 0:06:44, time: 0.575, data_time: 0.005, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7562, loss_cls: 1.9446, loss: 1.9446 2020-06-18 22:01:31,245 - mmaction - INFO - Epoch [100][2460/3134] lr: 0.00010, eta: 0:06:32, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7781, loss_cls: 1.8839, loss: 1.8839 2020-06-18 22:01:42,747 - mmaction - INFO - Epoch [100][2480/3134] lr: 0.00010, eta: 0:06:21, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5125, top5_acc: 0.7688, loss_cls: 1.9844, loss: 1.9844 2020-06-18 22:01:54,205 - mmaction - INFO - Epoch [100][2500/3134] lr: 0.00010, eta: 0:06:09, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7875, loss_cls: 1.9196, loss: 1.9196 2020-06-18 22:02:05,678 - mmaction - INFO - Epoch [100][2520/3134] lr: 0.00010, eta: 0:05:57, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5250, top5_acc: 0.7844, loss_cls: 1.9748, loss: 1.9748 2020-06-18 22:02:17,202 - mmaction - INFO - Epoch [100][2540/3134] lr: 0.00010, eta: 0:05:46, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5375, top5_acc: 0.7688, loss_cls: 1.9539, loss: 1.9539 2020-06-18 22:02:28,717 - mmaction - INFO - Epoch [100][2560/3134] lr: 0.00010, eta: 0:05:34, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7969, loss_cls: 1.8424, loss: 1.8424 2020-06-18 22:02:40,278 - mmaction - INFO - Epoch [100][2580/3134] lr: 0.00010, eta: 0:05:22, time: 0.577, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7906, loss_cls: 1.8733, loss: 1.8733 2020-06-18 22:02:51,678 - mmaction - INFO - Epoch [100][2600/3134] lr: 0.00010, eta: 0:05:11, time: 0.572, data_time: 0.003, memory: 8339, top1_acc: 0.5625, top5_acc: 0.7937, loss_cls: 1.8495, loss: 1.8495 2020-06-18 22:03:03,124 - mmaction - INFO - Epoch [100][2620/3134] lr: 0.00010, eta: 0:04:59, time: 0.572, data_time: 0.001, memory: 8339, top1_acc: 0.4781, top5_acc: 0.7312, loss_cls: 2.1592, loss: 2.1592 2020-06-18 22:03:14,596 - mmaction - INFO - Epoch [100][2640/3134] lr: 0.00010, eta: 0:04:47, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5531, top5_acc: 0.7937, loss_cls: 1.7976, loss: 1.7976 2020-06-18 22:03:26,164 - mmaction - INFO - Epoch [100][2660/3134] lr: 0.00010, eta: 0:04:36, time: 0.579, data_time: 0.002, memory: 8339, top1_acc: 0.5531, top5_acc: 0.8187, loss_cls: 1.7818, loss: 1.7818 2020-06-18 22:03:37,662 - mmaction - INFO - Epoch [100][2680/3134] lr: 0.00010, eta: 0:04:24, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5781, top5_acc: 0.8469, loss_cls: 1.6290, loss: 1.6290 2020-06-18 22:03:49,163 - mmaction - INFO - Epoch [100][2700/3134] lr: 0.00010, eta: 0:04:12, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5906, top5_acc: 0.8031, loss_cls: 1.8075, loss: 1.8075 2020-06-18 22:04:00,723 - mmaction - INFO - Epoch [100][2720/3134] lr: 0.00010, eta: 0:04:01, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5312, top5_acc: 0.7906, loss_cls: 1.8646, loss: 1.8646 2020-06-18 22:04:12,137 - mmaction - INFO - Epoch [100][2740/3134] lr: 0.00010, eta: 0:03:49, time: 0.571, data_time: 0.001, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7844, loss_cls: 1.9549, loss: 1.9549 2020-06-18 22:04:23,635 - mmaction - INFO - Epoch [100][2760/3134] lr: 0.00010, eta: 0:03:37, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7781, loss_cls: 1.9685, loss: 1.9685 2020-06-18 22:04:35,168 - mmaction - INFO - Epoch [100][2780/3134] lr: 0.00010, eta: 0:03:26, time: 0.577, data_time: 0.001, memory: 8339, top1_acc: 0.5875, top5_acc: 0.8125, loss_cls: 1.6925, loss: 1.6925 2020-06-18 22:04:46,680 - mmaction - INFO - Epoch [100][2800/3134] lr: 0.00010, eta: 0:03:14, time: 0.575, data_time: 0.001, memory: 8339, top1_acc: 0.5781, top5_acc: 0.8031, loss_cls: 1.7712, loss: 1.7712 2020-06-18 22:04:58,159 - mmaction - INFO - Epoch [100][2820/3134] lr: 0.00010, eta: 0:03:02, time: 0.573, data_time: 0.003, memory: 8339, top1_acc: 0.5406, top5_acc: 0.8187, loss_cls: 1.7894, loss: 1.7894 2020-06-18 22:05:09,797 - mmaction - INFO - Epoch [100][2840/3134] lr: 0.00010, eta: 0:02:51, time: 0.583, data_time: 0.002, memory: 8339, top1_acc: 0.5563, top5_acc: 0.7937, loss_cls: 1.8974, loss: 1.8974 2020-06-18 22:05:21,270 - mmaction - INFO - Epoch [100][2860/3134] lr: 0.00010, eta: 0:02:39, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7781, loss_cls: 1.9257, loss: 1.9257 2020-06-18 22:05:32,727 - mmaction - INFO - Epoch [100][2880/3134] lr: 0.00010, eta: 0:02:28, time: 0.572, data_time: 0.003, memory: 8339, top1_acc: 0.5000, top5_acc: 0.7906, loss_cls: 1.9592, loss: 1.9592 2020-06-18 22:05:44,191 - mmaction - INFO - Epoch [100][2900/3134] lr: 0.00010, eta: 0:02:16, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5500, top5_acc: 0.7937, loss_cls: 1.8550, loss: 1.8550 2020-06-18 22:05:55,642 - mmaction - INFO - Epoch [100][2920/3134] lr: 0.00010, eta: 0:02:04, time: 0.573, data_time: 0.001, memory: 8339, top1_acc: 0.5687, top5_acc: 0.8063, loss_cls: 1.7949, loss: 1.7949 2020-06-18 22:06:07,169 - mmaction - INFO - Epoch [100][2940/3134] lr: 0.00010, eta: 0:01:53, time: 0.576, data_time: 0.003, memory: 8339, top1_acc: 0.5687, top5_acc: 0.7781, loss_cls: 1.9135, loss: 1.9135 2020-06-18 22:06:18,629 - mmaction - INFO - Epoch [100][2960/3134] lr: 0.00010, eta: 0:01:41, time: 0.573, data_time: 0.002, memory: 8339, top1_acc: 0.5031, top5_acc: 0.7438, loss_cls: 2.1548, loss: 2.1548 2020-06-18 22:06:30,102 - mmaction - INFO - Epoch [100][2980/3134] lr: 0.00010, eta: 0:01:29, time: 0.575, data_time: 0.002, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7812, loss_cls: 1.9513, loss: 1.9513 2020-06-18 22:06:41,552 - mmaction - INFO - Epoch [100][3000/3134] lr: 0.00010, eta: 0:01:18, time: 0.571, data_time: 0.002, memory: 8339, top1_acc: 0.5656, top5_acc: 0.8094, loss_cls: 1.7987, loss: 1.7987 2020-06-18 22:06:53,069 - mmaction - INFO - Epoch [100][3020/3134] lr: 0.00010, eta: 0:01:06, time: 0.578, data_time: 0.003, memory: 8339, top1_acc: 0.5687, top5_acc: 0.8281, loss_cls: 1.7638, loss: 1.7638 2020-06-18 22:07:04,478 - mmaction - INFO - Epoch [100][3040/3134] lr: 0.00010, eta: 0:00:54, time: 0.569, data_time: 0.000, memory: 8339, top1_acc: 0.5656, top5_acc: 0.7719, loss_cls: 1.9339, loss: 1.9339 2020-06-18 22:07:15,999 - mmaction - INFO - Epoch [100][3060/3134] lr: 0.00010, eta: 0:00:43, time: 0.575, data_time: 0.003, memory: 8339, top1_acc: 0.5156, top5_acc: 0.7875, loss_cls: 1.9381, loss: 1.9381 2020-06-18 22:07:27,515 - mmaction - INFO - Epoch [100][3080/3134] lr: 0.00010, eta: 0:00:31, time: 0.577, data_time: 0.004, memory: 8339, top1_acc: 0.5344, top5_acc: 0.7562, loss_cls: 1.9417, loss: 1.9417 2020-06-18 22:07:38,992 - mmaction - INFO - Epoch [100][3100/3134] lr: 0.00010, eta: 0:00:19, time: 0.574, data_time: 0.001, memory: 8339, top1_acc: 0.5406, top5_acc: 0.7875, loss_cls: 1.9413, loss: 1.9413 2020-06-18 22:07:50,493 - mmaction - INFO - Epoch [100][3120/3134] lr: 0.00010, eta: 0:00:08, time: 0.574, data_time: 0.003, memory: 8339, top1_acc: 0.5437, top5_acc: 0.7594, loss_cls: 2.0045, loss: 2.0045 2020-06-18 22:08:28,018 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-18 22:08:29,285 - mmaction - INFO - top1_acc 0.2806 top5_acc 0.5272 2020-06-18 22:08:29,302 - mmaction - INFO - Epoch [100][3134/3134] lr: 0.00010, top1_acc: 0.2806, top5_acc: 0.5272